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|
B start gpu=1 2026-06-16T15:29:24-05:00
== B s0 conv=gps ==
ep20 solve_rate=0.403 mean_conflicts=3.29
ep40 solve_rate=0.437 mean_conflicts=2.99
ep60 solve_rate=0.287 mean_conflicts=5.24
ep80 solve_rate=0.463 mean_conflicts=2.91
ep100 solve_rate=0.653 mean_conflicts=1.54
ep120 solve_rate=0.797 mean_conflicts=0.81
ep140 solve_rate=0.903 mean_conflicts=0.31
ep150 solve_rate=0.913 mean_conflicts=0.29
[color_gps_full_none_n50_k3_p0.2_T3_ns3_s0] best solve_rate=0.9133 @ep150 (591.9s)
wrote /home/yurenh2/rrog/runs/ckpt_color_gps_full_none_n50_k3_p0.2_T3_ns3_s0.pt
[gps/full] LE n=300 fail=0.09 | SOLVED -0.390 UNSOLVED +0.044 sep=+0.434 AUROC=0.898 mean_lam=-0.352
[pe=none s0] deterministic solve_rate = 0.940 (n=150, K=16)
sigma pass@K lam-sel random perRoll AUROC(s|-lam)
0.2 0.987 0.960 0.920 0.925 0.819
wrote /home/yurenh2/rrog/runs/ptrm_color_gps_full_none_n50_k3_p0.2_T3_ns3_s0.json
== B s0 gin pe=lappe ==
/home/yurenh2/rrog/diag/train_color.py:90: RuntimeWarning: divide by zero encountered in divide
di = np.where(deg > 0, 1.0 / np.sqrt(deg), 0.0)
ep20 solve_rate=0.000 mean_conflicts=161.60
ep40 solve_rate=0.050 mean_conflicts=135.93
ep60 solve_rate=0.253 mean_conflicts=47.45
ep80 solve_rate=0.390 mean_conflicts=20.85
ep100 solve_rate=0.090 mean_conflicts=71.30
ep120 solve_rate=0.073 mean_conflicts=94.81
ep140 solve_rate=0.073 mean_conflicts=61.36
ep150 solve_rate=0.110 mean_conflicts=51.49
[color_gin_full_lappe_n50_k3_p0.2_T3_ns3_s0] best solve_rate=0.39 @ep80 (150.2s)
wrote /home/yurenh2/rrog/runs/ckpt_color_gin_full_lappe_n50_k3_p0.2_T3_ns3_s0.pt
/home/yurenh2/rrog/diag/train_color.py:90: RuntimeWarning: divide by zero encountered in divide
di = np.where(deg > 0, 1.0 / np.sqrt(deg), 0.0)
[gin/full] LE n=300 fail=0.61 | SOLVED -0.249 UNSOLVED -0.010 sep=+0.240 AUROC=0.843 mean_lam=-0.103
/home/yurenh2/rrog/diag/train_color.py:90: RuntimeWarning: divide by zero encountered in divide
di = np.where(deg > 0, 1.0 / np.sqrt(deg), 0.0)
[pe=lappe s0] deterministic solve_rate = 0.420 (n=150, K=16)
sigma pass@K lam-sel random perRoll AUROC(s|-lam)
0.2 0.760 0.600 0.387 0.378 0.839
wrote /home/yurenh2/rrog/runs/ptrm_color_gin_full_lappe_n50_k3_p0.2_T3_ns3_s0.json
== B s0 gin pe=all ==
/home/yurenh2/rrog/diag/train_color.py:84: RuntimeWarning: invalid value encountered in divide
clus = np.where(deg > 1, tri / (deg * (deg - 1) / 2.0), 0.0)
ep20 solve_rate=0.000 mean_conflicts=36.32
ep40 solve_rate=0.193 mean_conflicts=25.99
ep60 solve_rate=0.260 mean_conflicts=53.12
ep80 solve_rate=0.670 mean_conflicts=4.01
ep100 solve_rate=0.543 mean_conflicts=30.14
ep120 solve_rate=0.510 mean_conflicts=35.56
ep140 solve_rate=0.557 mean_conflicts=28.97
ep150 solve_rate=0.563 mean_conflicts=27.39
[color_gin_full_all_n50_k3_p0.2_T3_ns3_s0] best solve_rate=0.67 @ep80 (151.3s)
wrote /home/yurenh2/rrog/runs/ckpt_color_gin_full_all_n50_k3_p0.2_T3_ns3_s0.pt
/home/yurenh2/rrog/diag/train_color.py:84: RuntimeWarning: invalid value encountered in divide
clus = np.where(deg > 1, tri / (deg * (deg - 1) / 2.0), 0.0)
[gin/full] LE n=300 fail=0.33 | SOLVED -0.372 UNSOLVED +0.020 sep=+0.393 AUROC=0.875 mean_lam=-0.243
/home/yurenh2/rrog/diag/train_color.py:84: RuntimeWarning: invalid value encountered in divide
clus = np.where(deg > 1, tri / (deg * (deg - 1) / 2.0), 0.0)
[pe=all s0] deterministic solve_rate = 0.693 (n=150, K=16)
sigma pass@K lam-sel random perRoll AUROC(s|-lam)
0.2 0.887 0.833 0.693 0.694 0.898
wrote /home/yurenh2/rrog/runs/ptrm_color_gin_full_all_n50_k3_p0.2_T3_ns3_s0.json
== B s1 conv=gps ==
ep20 solve_rate=0.443 mean_conflicts=3.22
ep40 solve_rate=0.350 mean_conflicts=4.18
ep60 solve_rate=0.163 mean_conflicts=12.75
ep80 solve_rate=0.397 mean_conflicts=4.12
ep100 solve_rate=0.643 mean_conflicts=1.80
ep120 solve_rate=0.837 mean_conflicts=0.64
ep140 solve_rate=0.907 mean_conflicts=0.30
ep150 solve_rate=0.927 mean_conflicts=0.30
[color_gps_full_none_n50_k3_p0.2_T3_ns3_s1] best solve_rate=0.9267 @ep150 (2583.0s)
wrote /home/yurenh2/rrog/runs/ckpt_color_gps_full_none_n50_k3_p0.2_T3_ns3_s1.pt
[gps/full] LE n=300 fail=0.07 | SOLVED -0.388 UNSOLVED +0.017 sep=+0.405 AUROC=0.863 mean_lam=-0.358
[pe=none s1] deterministic solve_rate = 0.940 (n=150, K=16)
sigma pass@K lam-sel random perRoll AUROC(s|-lam)
0.2 0.987 0.953 0.960 0.938 0.857
wrote /home/yurenh2/rrog/runs/ptrm_color_gps_full_none_n50_k3_p0.2_T3_ns3_s1.json
== B s1 gin pe=lappe ==
/home/yurenh2/rrog/diag/train_color.py:90: RuntimeWarning: divide by zero encountered in divide
di = np.where(deg > 0, 1.0 / np.sqrt(deg), 0.0)
ep20 solve_rate=0.000 mean_conflicts=81.19
ep40 solve_rate=0.193 mean_conflicts=23.68
ep60 solve_rate=0.320 mean_conflicts=14.89
ep80 solve_rate=0.397 mean_conflicts=7.99
ep100 solve_rate=0.593 mean_conflicts=6.31
ep120 solve_rate=0.247 mean_conflicts=63.22
ep140 solve_rate=0.033 mean_conflicts=112.15
ep150 solve_rate=0.017 mean_conflicts=118.57
[color_gin_full_lappe_n50_k3_p0.2_T3_ns3_s1] best solve_rate=0.5933 @ep100 (224.3s)
wrote /home/yurenh2/rrog/runs/ckpt_color_gin_full_lappe_n50_k3_p0.2_T3_ns3_s1.pt
/home/yurenh2/rrog/diag/train_color.py:90: RuntimeWarning: divide by zero encountered in divide
di = np.where(deg > 0, 1.0 / np.sqrt(deg), 0.0)
[gin/full] LE n=300 fail=0.41 | SOLVED -0.233 UNSOLVED +0.025 sep=+0.258 AUROC=0.890 mean_lam=-0.128
/home/yurenh2/rrog/diag/train_color.py:90: RuntimeWarning: divide by zero encountered in divide
di = np.where(deg > 0, 1.0 / np.sqrt(deg), 0.0)
[pe=lappe s1] deterministic solve_rate = 0.620 (n=150, K=16)
sigma pass@K lam-sel random perRoll AUROC(s|-lam)
0.2 0.927 0.787 0.573 0.583 0.863
wrote /home/yurenh2/rrog/runs/ptrm_color_gin_full_lappe_n50_k3_p0.2_T3_ns3_s1.json
== B s1 gin pe=all ==
/home/yurenh2/rrog/diag/train_color.py:84: RuntimeWarning: invalid value encountered in divide
clus = np.where(deg > 1, tri / (deg * (deg - 1) / 2.0), 0.0)
ep20 solve_rate=0.000 mean_conflicts=57.12
ep40 solve_rate=0.167 mean_conflicts=26.04
ep60 solve_rate=0.190 mean_conflicts=119.01
ep80 solve_rate=0.657 mean_conflicts=5.39
ep100 solve_rate=0.643 mean_conflicts=16.68
ep120 solve_rate=0.707 mean_conflicts=8.86
ep140 solve_rate=0.697 mean_conflicts=10.20
ep150 solve_rate=0.650 mean_conflicts=13.00
[color_gin_full_all_n50_k3_p0.2_T3_ns3_s1] best solve_rate=0.7067 @ep120 (216.1s)
wrote /home/yurenh2/rrog/runs/ckpt_color_gin_full_all_n50_k3_p0.2_T3_ns3_s1.pt
/home/yurenh2/rrog/diag/train_color.py:84: RuntimeWarning: invalid value encountered in divide
clus = np.where(deg > 1, tri / (deg * (deg - 1) / 2.0), 0.0)
[gin/full] LE n=300 fail=0.29 | SOLVED -0.214 UNSOLVED +0.091 sep=+0.305 AUROC=0.869 mean_lam=-0.125
/home/yurenh2/rrog/diag/train_color.py:84: RuntimeWarning: invalid value encountered in divide
clus = np.where(deg > 1, tri / (deg * (deg - 1) / 2.0), 0.0)
[pe=all s1] deterministic solve_rate = 0.760 (n=150, K=16)
sigma pass@K lam-sel random perRoll AUROC(s|-lam)
0.2 0.940 0.820 0.773 0.735 0.878
wrote /home/yurenh2/rrog/runs/ptrm_color_gin_full_all_n50_k3_p0.2_T3_ns3_s1.json
== B s2 conv=gps ==
ep20 solve_rate=0.390 mean_conflicts=3.38
ep40 solve_rate=0.430 mean_conflicts=3.72
ep60 solve_rate=0.173 mean_conflicts=12.65
ep80 solve_rate=0.430 mean_conflicts=3.79
ep100 solve_rate=0.660 mean_conflicts=1.73
ep120 solve_rate=0.840 mean_conflicts=0.76
ep140 solve_rate=0.913 mean_conflicts=0.34
ep150 solve_rate=0.937 mean_conflicts=0.22
[color_gps_full_none_n50_k3_p0.2_T3_ns3_s2] best solve_rate=0.9367 @ep150 (3039.3s)
wrote /home/yurenh2/rrog/runs/ckpt_color_gps_full_none_n50_k3_p0.2_T3_ns3_s2.pt
[gps/full] LE n=300 fail=0.06 | SOLVED -0.410 UNSOLVED +0.012 sep=+0.422 AUROC=0.913 mean_lam=-0.384
[pe=none s2] deterministic solve_rate = 0.953 (n=150, K=16)
sigma pass@K lam-sel random perRoll AUROC(s|-lam)
0.2 0.980 0.953 0.927 0.935 0.872
wrote /home/yurenh2/rrog/runs/ptrm_color_gps_full_none_n50_k3_p0.2_T3_ns3_s2.json
== B s2 gin pe=lappe ==
/home/yurenh2/rrog/diag/train_color.py:90: RuntimeWarning: divide by zero encountered in divide
di = np.where(deg > 0, 1.0 / np.sqrt(deg), 0.0)
ep20 solve_rate=0.000 mean_conflicts=109.99
ep40 solve_rate=0.057 mean_conflicts=113.77
ep60 solve_rate=0.087 mean_conflicts=31.41
ep80 solve_rate=0.193 mean_conflicts=20.53
ep100 solve_rate=0.373 mean_conflicts=25.48
ep120 solve_rate=0.260 mean_conflicts=29.57
ep140 solve_rate=0.197 mean_conflicts=45.54
ep150 solve_rate=0.173 mean_conflicts=55.97
[color_gin_full_lappe_n50_k3_p0.2_T3_ns3_s2] best solve_rate=0.3733 @ep100 (225.1s)
wrote /home/yurenh2/rrog/runs/ckpt_color_gin_full_lappe_n50_k3_p0.2_T3_ns3_s2.pt
/home/yurenh2/rrog/diag/train_color.py:90: RuntimeWarning: divide by zero encountered in divide
di = np.where(deg > 0, 1.0 / np.sqrt(deg), 0.0)
[gin/full] LE n=300 fail=0.63 | SOLVED -0.206 UNSOLVED +0.000 sep=+0.206 AUROC=0.821 mean_lam=-0.077
/home/yurenh2/rrog/diag/train_color.py:90: RuntimeWarning: divide by zero encountered in divide
di = np.where(deg > 0, 1.0 / np.sqrt(deg), 0.0)
[pe=lappe s2] deterministic solve_rate = 0.413 (n=150, K=16)
sigma pass@K lam-sel random perRoll AUROC(s|-lam)
0.2 0.760 0.540 0.393 0.400 0.834
wrote /home/yurenh2/rrog/runs/ptrm_color_gin_full_lappe_n50_k3_p0.2_T3_ns3_s2.json
== B s2 gin pe=all ==
/home/yurenh2/rrog/diag/train_color.py:84: RuntimeWarning: invalid value encountered in divide
clus = np.where(deg > 1, tri / (deg * (deg - 1) / 2.0), 0.0)
ep20 solve_rate=0.000 mean_conflicts=65.87
ep40 solve_rate=0.327 mean_conflicts=21.26
ep60 solve_rate=0.333 mean_conflicts=59.61
ep80 solve_rate=0.097 mean_conflicts=67.57
ep100 solve_rate=0.130 mean_conflicts=85.23
ep120 solve_rate=0.160 mean_conflicts=68.36
ep140 solve_rate=0.120 mean_conflicts=72.82
ep150 solve_rate=0.100 mean_conflicts=68.99
[color_gin_full_all_n50_k3_p0.2_T3_ns3_s2] best solve_rate=0.3333 @ep60 (233.5s)
wrote /home/yurenh2/rrog/runs/ckpt_color_gin_full_all_n50_k3_p0.2_T3_ns3_s2.pt
/home/yurenh2/rrog/diag/train_color.py:84: RuntimeWarning: invalid value encountered in divide
clus = np.where(deg > 1, tri / (deg * (deg - 1) / 2.0), 0.0)
[gin/full] LE n=300 fail=0.67 | SOLVED -0.363 UNSOLVED -0.253 sep=+0.110 AUROC=0.623 mean_lam=-0.290
/home/yurenh2/rrog/diag/train_color.py:84: RuntimeWarning: invalid value encountered in divide
clus = np.where(deg > 1, tri / (deg * (deg - 1) / 2.0), 0.0)
[pe=all s2] deterministic solve_rate = 0.327 (n=150, K=16)
sigma pass@K lam-sel random perRoll AUROC(s|-lam)
0.2 0.460 0.327 0.280 0.303 0.656
wrote /home/yurenh2/rrog/runs/ptrm_color_gin_full_all_n50_k3_p0.2_T3_ns3_s2.json
== B s3 conv=gps ==
ep20 solve_rate=0.420 mean_conflicts=3.03
ep40 solve_rate=0.457 mean_conflicts=2.82
ep60 solve_rate=0.313 mean_conflicts=5.62
ep80 solve_rate=0.457 mean_conflicts=3.50
ep100 solve_rate=0.670 mean_conflicts=1.60
ep120 solve_rate=0.823 mean_conflicts=0.81
ep140 solve_rate=0.920 mean_conflicts=0.30
ep150 solve_rate=0.943 mean_conflicts=0.23
[color_gps_full_none_n50_k3_p0.2_T3_ns3_s3] best solve_rate=0.9433 @ep150 (3097.1s)
wrote /home/yurenh2/rrog/runs/ckpt_color_gps_full_none_n50_k3_p0.2_T3_ns3_s3.pt
[gps/full] LE n=300 fail=0.06 | SOLVED -0.397 UNSOLVED -0.056 sep=+0.341 AUROC=0.856 mean_lam=-0.378
[pe=none s3] deterministic solve_rate = 0.933 (n=150, K=16)
sigma pass@K lam-sel random perRoll AUROC(s|-lam)
0.2 0.987 0.973 0.953 0.940 0.866
wrote /home/yurenh2/rrog/runs/ptrm_color_gps_full_none_n50_k3_p0.2_T3_ns3_s3.json
== B s3 gin pe=lappe ==
/home/yurenh2/rrog/diag/train_color.py:90: RuntimeWarning: divide by zero encountered in divide
di = np.where(deg > 0, 1.0 / np.sqrt(deg), 0.0)
ep20 solve_rate=0.000 mean_conflicts=119.16
ep40 solve_rate=0.127 mean_conflicts=97.26
ep60 solve_rate=0.350 mean_conflicts=25.49
ep80 solve_rate=0.523 mean_conflicts=6.35
ep100 solve_rate=0.483 mean_conflicts=14.99
ep120 solve_rate=0.353 mean_conflicts=36.89
ep140 solve_rate=0.090 mean_conflicts=92.76
ep150 solve_rate=0.063 mean_conflicts=95.97
[color_gin_full_lappe_n50_k3_p0.2_T3_ns3_s3] best solve_rate=0.5233 @ep80 (234.0s)
wrote /home/yurenh2/rrog/runs/ckpt_color_gin_full_lappe_n50_k3_p0.2_T3_ns3_s3.pt
/home/yurenh2/rrog/diag/train_color.py:90: RuntimeWarning: divide by zero encountered in divide
di = np.where(deg > 0, 1.0 / np.sqrt(deg), 0.0)
[gin/full] LE n=300 fail=0.48 | SOLVED -0.311 UNSOLVED -0.045 sep=+0.266 AUROC=0.871 mean_lam=-0.184
/home/yurenh2/rrog/diag/train_color.py:90: RuntimeWarning: divide by zero encountered in divide
di = np.where(deg > 0, 1.0 / np.sqrt(deg), 0.0)
[pe=lappe s3] deterministic solve_rate = 0.567 (n=150, K=16)
sigma pass@K lam-sel random perRoll AUROC(s|-lam)
0.2 0.853 0.727 0.520 0.519 0.864
wrote /home/yurenh2/rrog/runs/ptrm_color_gin_full_lappe_n50_k3_p0.2_T3_ns3_s3.json
== B s3 gin pe=all ==
/home/yurenh2/rrog/diag/train_color.py:84: RuntimeWarning: invalid value encountered in divide
clus = np.where(deg > 1, tri / (deg * (deg - 1) / 2.0), 0.0)
ep20 solve_rate=0.000 mean_conflicts=63.12
ep40 solve_rate=0.040 mean_conflicts=139.63
ep60 solve_rate=0.457 mean_conflicts=22.17
ep80 solve_rate=0.130 mean_conflicts=95.35
ep100 solve_rate=0.097 mean_conflicts=82.22
ep120 solve_rate=0.047 mean_conflicts=92.15
ep140 solve_rate=0.027 mean_conflicts=93.55
ep150 solve_rate=0.037 mean_conflicts=88.97
[color_gin_full_all_n50_k3_p0.2_T3_ns3_s3] best solve_rate=0.4567 @ep60 (229.5s)
wrote /home/yurenh2/rrog/runs/ckpt_color_gin_full_all_n50_k3_p0.2_T3_ns3_s3.pt
/home/yurenh2/rrog/diag/train_color.py:84: RuntimeWarning: invalid value encountered in divide
clus = np.where(deg > 1, tri / (deg * (deg - 1) / 2.0), 0.0)
[gin/full] LE n=300 fail=0.54 | SOLVED -0.265 UNSOLVED +0.014 sep=+0.280 AUROC=0.839 mean_lam=-0.113
/home/yurenh2/rrog/diag/train_color.py:84: RuntimeWarning: invalid value encountered in divide
clus = np.where(deg > 1, tri / (deg * (deg - 1) / 2.0), 0.0)
[pe=all s3] deterministic solve_rate = 0.467 (n=150, K=16)
sigma pass@K lam-sel random perRoll AUROC(s|-lam)
0.2 0.760 0.627 0.427 0.456 0.891
wrote /home/yurenh2/rrog/runs/ptrm_color_gin_full_all_n50_k3_p0.2_T3_ns3_s3.json
== B s4 conv=gps ==
ep20 solve_rate=0.440 mean_conflicts=3.41
ep40 solve_rate=0.477 mean_conflicts=2.97
ep60 solve_rate=0.420 mean_conflicts=3.52
ep80 solve_rate=0.510 mean_conflicts=2.78
ep100 solve_rate=0.660 mean_conflicts=1.68
ep120 solve_rate=0.807 mean_conflicts=0.87
ep140 solve_rate=0.930 mean_conflicts=0.31
ep150 solve_rate=0.937 mean_conflicts=0.22
[color_gps_full_none_n50_k3_p0.2_T3_ns3_s4] best solve_rate=0.9367 @ep150 (3113.0s)
wrote /home/yurenh2/rrog/runs/ckpt_color_gps_full_none_n50_k3_p0.2_T3_ns3_s4.pt
[gps/full] LE n=300 fail=0.06 | SOLVED -0.402 UNSOLVED +0.045 sep=+0.448 AUROC=0.936 mean_lam=-0.374
[pe=none s4] deterministic solve_rate = 0.960 (n=150, K=16)
sigma pass@K lam-sel random perRoll AUROC(s|-lam)
0.2 0.993 0.967 0.947 0.952 0.900
wrote /home/yurenh2/rrog/runs/ptrm_color_gps_full_none_n50_k3_p0.2_T3_ns3_s4.json
== B s4 gin pe=lappe ==
/home/yurenh2/rrog/diag/train_color.py:90: RuntimeWarning: divide by zero encountered in divide
di = np.where(deg > 0, 1.0 / np.sqrt(deg), 0.0)
ep20 solve_rate=0.000 mean_conflicts=96.50
ep40 solve_rate=0.150 mean_conflicts=33.60
ep60 solve_rate=0.313 mean_conflicts=31.99
ep80 solve_rate=0.333 mean_conflicts=28.49
ep100 solve_rate=0.260 mean_conflicts=36.77
ep120 solve_rate=0.180 mean_conflicts=38.74
ep140 solve_rate=0.147 mean_conflicts=47.98
ep150 solve_rate=0.133 mean_conflicts=51.20
[color_gin_full_lappe_n50_k3_p0.2_T3_ns3_s4] best solve_rate=0.3333 @ep80 (229.4s)
wrote /home/yurenh2/rrog/runs/ckpt_color_gin_full_lappe_n50_k3_p0.2_T3_ns3_s4.pt
/home/yurenh2/rrog/diag/train_color.py:90: RuntimeWarning: divide by zero encountered in divide
di = np.where(deg > 0, 1.0 / np.sqrt(deg), 0.0)
[gin/full] LE n=300 fail=0.67 | SOLVED -0.220 UNSOLVED -0.063 sep=+0.156 AUROC=0.776 mean_lam=-0.115
/home/yurenh2/rrog/diag/train_color.py:90: RuntimeWarning: divide by zero encountered in divide
di = np.where(deg > 0, 1.0 / np.sqrt(deg), 0.0)
[pe=lappe s4] deterministic solve_rate = 0.340 (n=150, K=16)
sigma pass@K lam-sel random perRoll AUROC(s|-lam)
0.2 0.753 0.507 0.307 0.333 0.784
wrote /home/yurenh2/rrog/runs/ptrm_color_gin_full_lappe_n50_k3_p0.2_T3_ns3_s4.json
== B s4 gin pe=all ==
/home/yurenh2/rrog/diag/train_color.py:84: RuntimeWarning: invalid value encountered in divide
clus = np.where(deg > 1, tri / (deg * (deg - 1) / 2.0), 0.0)
ep20 solve_rate=0.000 mean_conflicts=64.98
ep40 solve_rate=0.360 mean_conflicts=13.46
ep60 solve_rate=0.567 mean_conflicts=22.46
ep80 solve_rate=0.523 mean_conflicts=32.14
ep100 solve_rate=0.287 mean_conflicts=53.76
ep120 solve_rate=0.343 mean_conflicts=43.17
ep140 solve_rate=0.200 mean_conflicts=60.30
ep150 solve_rate=0.177 mean_conflicts=63.07
[color_gin_full_all_n50_k3_p0.2_T3_ns3_s4] best solve_rate=0.5667 @ep60 (233.8s)
wrote /home/yurenh2/rrog/runs/ckpt_color_gin_full_all_n50_k3_p0.2_T3_ns3_s4.pt
/home/yurenh2/rrog/diag/train_color.py:84: RuntimeWarning: invalid value encountered in divide
clus = np.where(deg > 1, tri / (deg * (deg - 1) / 2.0), 0.0)
[gin/full] LE n=300 fail=0.43 | SOLVED -0.376 UNSOLVED -0.027 sep=+0.349 AUROC=0.879 mean_lam=-0.225
/home/yurenh2/rrog/diag/train_color.py:84: RuntimeWarning: invalid value encountered in divide
clus = np.where(deg > 1, tri / (deg * (deg - 1) / 2.0), 0.0)
[pe=all s4] deterministic solve_rate = 0.593 (n=150, K=16)
sigma pass@K lam-sel random perRoll AUROC(s|-lam)
0.2 0.787 0.707 0.567 0.575 0.901
wrote /home/yurenh2/rrog/runs/ptrm_color_gin_full_all_n50_k3_p0.2_T3_ns3_s4.json
doneB=2026-06-16T21:03:05-05:00
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