summaryrefslogtreecommitdiff
path: root/research/flossing/smoke_step9_trm_parallel_sampling.json
blob: d62d87f5a39a6f7def077078d02dfc3b103fa7b9 (plain)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
{
  "args": {
    "model": "trm",
    "ckpt_root": "/home/yurenh2/rrm/trm/checkpoints/Sudoku-extreme-1k-aug-1000-ACT-torch/pretrain_mlp_t_sudoku_singleGPU",
    "ckpt_name": "step_26041",
    "mode": "multi_perturbed_ce",
    "train_steps": 2,
    "batch_size": 2,
    "lr": 1e-05,
    "noise_std": 0.001,
    "noise_min": 0.0001,
    "noise_max": null,
    "noise_sampling": "loguniform",
    "clean_prob": 0.0,
    "sigma_start": 0.0,
    "sigma_ramp_steps": 10,
    "n_trajectories": 4,
    "rollout_impl": "parallel_fixed",
    "perturb": "both",
    "seed": 123,
    "eval_every": 1,
    "eval_n": 16,
    "eval_batch_size": 8,
    "out": "smoke_step9_trm_parallel_sampling.json",
    "save_dir": null,
    "save_best": true,
    "save_final": true,
    "save_every_eval": false
  },
  "initial_acc": 0.5,
  "initial_tok_acc": 0.8202160493827161,
  "steps": [
    {
      "train_step": 1,
      "loss": 0.24466797709465027,
      "clean_loss": 0.2441866397857666,
      "noisy_loss_mean": 0.24482843279838562,
      "noise_std_target": 0.0001,
      "noise_std_mean": 9.99999901978299e-05,
      "noise_std_max": 9.99999901978299e-05,
      "effective_batch": 8
    },
    {
      "train_step": 2,
      "loss": 0.18076972663402557,
      "clean_loss": 0.2406986951828003,
      "noisy_loss_mean": 0.16079340875148773,
      "noise_std_target": 0.0002,
      "noise_std_mean": 0.00015660555800423026,
      "noise_std_max": 0.00019374192925170064,
      "effective_batch": 8
    }
  ],
  "evals": [
    {
      "kind": "initial",
      "train_step": 0,
      "acc": 0.5,
      "tok_acc": 0.8202160493827161
    },
    {
      "kind": "task",
      "train_step": 1,
      "acc": 0.5625,
      "tok_acc": 0.8472222222222222
    },
    {
      "kind": "task",
      "train_step": 2,
      "acc": 0.5625,
      "tok_acc": 0.8433641975308642
    },
    {
      "kind": "final",
      "train_step": 2,
      "acc": 0.5625,
      "tok_acc": 0.8433641975308642
    }
  ],
  "checkpoints": [
    {
      "kind": "best",
      "train_step": 1,
      "acc": 0.5625,
      "path": "smoke_step9_trm_parallel_sampling_ckpts/best.pt"
    },
    {
      "kind": "best",
      "train_step": 2,
      "acc": 0.5625,
      "path": "smoke_step9_trm_parallel_sampling_ckpts/best.pt"
    },
    {
      "kind": "final",
      "train_step": 2,
      "acc": 0.5625,
      "path": "smoke_step9_trm_parallel_sampling_ckpts/final.pt"
    }
  ],
  "best_acc": 0.5625,
  "best_step": 2,
  "best_checkpoint": "smoke_step9_trm_parallel_sampling_ckpts/best.pt",
  "final_acc": 0.5625,
  "final_tok_acc": 0.8433641975308642,
  "final_checkpoint": "smoke_step9_trm_parallel_sampling_ckpts/final.pt"
}