PNA start gpu=0 2026-06-17T03:30:41-05:00
== pna s0 ==
/home/yurenh2/miniconda3/lib/python3.13/site-packages/torch_geometric/utils/_scatter.py:91: UserWarning: The usage of `scatter(reduce='min')` can be accelerated via the 'torch-scatter' package, but it was not found
  warnings.warn(
/home/yurenh2/miniconda3/lib/python3.13/site-packages/torch_geometric/utils/_scatter.py:91: UserWarning: The usage of `scatter(reduce='max')` can be accelerated via the 'torch-scatter' package, but it was not found
  warnings.warn(
ep20 solve_rate=0.027 mean_conflicts=13.04
ep40 solve_rate=0.693 mean_conflicts=1.50
ep60 solve_rate=0.867 mean_conflicts=0.58
ep80 solve_rate=0.877 mean_conflicts=0.49
ep100 solve_rate=0.913 mean_conflicts=0.26
ep120 solve_rate=0.913 mean_conflicts=0.33
ep140 solve_rate=0.920 mean_conflicts=0.32
ep150 solve_rate=0.920 mean_conflicts=0.35
[color_pna_full_none_n50_k3_p0.2_T3_ns3_s0] best solve_rate=0.92 @ep140 (718.5s)
  wrote /home/yurenh2/rrog/runs/ckpt_color_pna_full_none_n50_k3_p0.2_T3_ns3_s0.pt
/home/yurenh2/miniconda3/lib/python3.13/site-packages/torch_geometric/utils/_scatter.py:91: UserWarning: The usage of `scatter(reduce='min')` can be accelerated via the 'torch-scatter' package, but it was not found
  warnings.warn(
/home/yurenh2/miniconda3/lib/python3.13/site-packages/torch_geometric/utils/_scatter.py:91: UserWarning: The usage of `scatter(reduce='max')` can be accelerated via the 'torch-scatter' package, but it was not found
  warnings.warn(
[pna/full] LE n=300 fail=0.08 | SOLVED -0.150 UNSOLVED +0.171 sep=+0.321 AUROC=0.867 mean_lam=-0.124
/home/yurenh2/miniconda3/lib/python3.13/site-packages/torch_geometric/utils/_scatter.py:91: UserWarning: The usage of `scatter(reduce='min')` can be accelerated via the 'torch-scatter' package, but it was not found
  warnings.warn(
/home/yurenh2/miniconda3/lib/python3.13/site-packages/torch_geometric/utils/_scatter.py:91: UserWarning: The usage of `scatter(reduce='max')` can be accelerated via the 'torch-scatter' package, but it was not found
  warnings.warn(
[pe=none s0] deterministic solve_rate = 0.920  (n=150, K=16)
 sigma   pass@K  lam-sel   random  perRoll  AUROC(s|-lam)
   0.2    0.980    0.913    0.920    0.910          0.819
  wrote /home/yurenh2/rrog/runs/ptrm_color_pna_full_none_n50_k3_p0.2_T3_ns3_s0.json
== pna s1 ==
/home/yurenh2/miniconda3/lib/python3.13/site-packages/torch_geometric/utils/_scatter.py:91: UserWarning: The usage of `scatter(reduce='min')` can be accelerated via the 'torch-scatter' package, but it was not found
  warnings.warn(
/home/yurenh2/miniconda3/lib/python3.13/site-packages/torch_geometric/utils/_scatter.py:91: UserWarning: The usage of `scatter(reduce='max')` can be accelerated via the 'torch-scatter' package, but it was not found
  warnings.warn(
ep20 solve_rate=0.020 mean_conflicts=17.71
ep40 solve_rate=0.687 mean_conflicts=1.50
ep60 solve_rate=0.817 mean_conflicts=0.69
ep80 solve_rate=0.893 mean_conflicts=0.43
ep100 solve_rate=0.917 mean_conflicts=0.27
ep120 solve_rate=0.917 mean_conflicts=0.31
ep140 solve_rate=0.927 mean_conflicts=0.24
ep150 solve_rate=0.943 mean_conflicts=0.15
[color_pna_full_none_n50_k3_p0.2_T3_ns3_s1] best solve_rate=0.9433 @ep150 (718.2s)
  wrote /home/yurenh2/rrog/runs/ckpt_color_pna_full_none_n50_k3_p0.2_T3_ns3_s1.pt
/home/yurenh2/miniconda3/lib/python3.13/site-packages/torch_geometric/utils/_scatter.py:91: UserWarning: The usage of `scatter(reduce='min')` can be accelerated via the 'torch-scatter' package, but it was not found
  warnings.warn(
/home/yurenh2/miniconda3/lib/python3.13/site-packages/torch_geometric/utils/_scatter.py:91: UserWarning: The usage of `scatter(reduce='max')` can be accelerated via the 'torch-scatter' package, but it was not found
  warnings.warn(
[pna/full] LE n=300 fail=0.06 | SOLVED -0.164 UNSOLVED -0.019 sep=+0.145 AUROC=0.727 mean_lam=-0.155
/home/yurenh2/miniconda3/lib/python3.13/site-packages/torch_geometric/utils/_scatter.py:91: UserWarning: The usage of `scatter(reduce='min')` can be accelerated via the 'torch-scatter' package, but it was not found
  warnings.warn(
/home/yurenh2/miniconda3/lib/python3.13/site-packages/torch_geometric/utils/_scatter.py:91: UserWarning: The usage of `scatter(reduce='max')` can be accelerated via the 'torch-scatter' package, but it was not found
  warnings.warn(
[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    0.967    0.953    0.933          0.794
  wrote /home/yurenh2/rrog/runs/ptrm_color_pna_full_none_n50_k3_p0.2_T3_ns3_s1.json
== pna s2 ==
/home/yurenh2/miniconda3/lib/python3.13/site-packages/torch_geometric/utils/_scatter.py:91: UserWarning: The usage of `scatter(reduce='min')` can be accelerated via the 'torch-scatter' package, but it was not found
  warnings.warn(
/home/yurenh2/miniconda3/lib/python3.13/site-packages/torch_geometric/utils/_scatter.py:91: UserWarning: The usage of `scatter(reduce='max')` can be accelerated via the 'torch-scatter' package, but it was not found
  warnings.warn(
ep20 solve_rate=0.017 mean_conflicts=13.94
ep40 solve_rate=0.737 mean_conflicts=1.15
ep60 solve_rate=0.820 mean_conflicts=0.68
ep80 solve_rate=0.883 mean_conflicts=0.41
ep100 solve_rate=0.913 mean_conflicts=0.30
ep120 solve_rate=0.907 mean_conflicts=0.30
ep140 solve_rate=0.903 mean_conflicts=0.29
ep150 solve_rate=0.917 mean_conflicts=0.20
[color_pna_full_none_n50_k3_p0.2_T3_ns3_s2] best solve_rate=0.9167 @ep150 (714.9s)
  wrote /home/yurenh2/rrog/runs/ckpt_color_pna_full_none_n50_k3_p0.2_T3_ns3_s2.pt
/home/yurenh2/miniconda3/lib/python3.13/site-packages/torch_geometric/utils/_scatter.py:91: UserWarning: The usage of `scatter(reduce='min')` can be accelerated via the 'torch-scatter' package, but it was not found
  warnings.warn(
/home/yurenh2/miniconda3/lib/python3.13/site-packages/torch_geometric/utils/_scatter.py:91: UserWarning: The usage of `scatter(reduce='max')` can be accelerated via the 'torch-scatter' package, but it was not found
  warnings.warn(
[pna/full] LE n=300 fail=0.08 | SOLVED -0.204 UNSOLVED +0.008 sep=+0.212 AUROC=0.773 mean_lam=-0.186
/home/yurenh2/miniconda3/lib/python3.13/site-packages/torch_geometric/utils/_scatter.py:91: UserWarning: The usage of `scatter(reduce='min')` can be accelerated via the 'torch-scatter' package, but it was not found
  warnings.warn(
/home/yurenh2/miniconda3/lib/python3.13/site-packages/torch_geometric/utils/_scatter.py:91: UserWarning: The usage of `scatter(reduce='max')` can be accelerated via the 'torch-scatter' package, but it was not found
  warnings.warn(
[pe=none s2] deterministic solve_rate = 0.940  (n=150, K=16)
 sigma   pass@K  lam-sel   random  perRoll  AUROC(s|-lam)
   0.2    1.000    0.947    0.953    0.934          0.800
  wrote /home/yurenh2/rrog/runs/ptrm_color_pna_full_none_n50_k3_p0.2_T3_ns3_s2.json
== pna s3 ==
/home/yurenh2/miniconda3/lib/python3.13/site-packages/torch_geometric/utils/_scatter.py:91: UserWarning: The usage of `scatter(reduce='min')` can be accelerated via the 'torch-scatter' package, but it was not found
  warnings.warn(
/home/yurenh2/miniconda3/lib/python3.13/site-packages/torch_geometric/utils/_scatter.py:91: UserWarning: The usage of `scatter(reduce='max')` can be accelerated via the 'torch-scatter' package, but it was not found
  warnings.warn(
ep20 solve_rate=0.003 mean_conflicts=34.24
ep40 solve_rate=0.747 mean_conflicts=1.30
ep60 solve_rate=0.827 mean_conflicts=0.66
ep80 solve_rate=0.893 mean_conflicts=0.47
ep100 solve_rate=0.897 mean_conflicts=0.47
ep120 solve_rate=0.913 mean_conflicts=0.28
ep140 solve_rate=0.943 mean_conflicts=0.20
ep150 solve_rate=0.933 mean_conflicts=0.19
[color_pna_full_none_n50_k3_p0.2_T3_ns3_s3] best solve_rate=0.9433 @ep140 (614.3s)
  wrote /home/yurenh2/rrog/runs/ckpt_color_pna_full_none_n50_k3_p0.2_T3_ns3_s3.pt
/home/yurenh2/miniconda3/lib/python3.13/site-packages/torch_geometric/utils/_scatter.py:91: UserWarning: The usage of `scatter(reduce='min')` can be accelerated via the 'torch-scatter' package, but it was not found
  warnings.warn(
/home/yurenh2/miniconda3/lib/python3.13/site-packages/torch_geometric/utils/_scatter.py:91: UserWarning: The usage of `scatter(reduce='max')` can be accelerated via the 'torch-scatter' package, but it was not found
  warnings.warn(
[pna/full] LE n=300 fail=0.06 | SOLVED -0.162 UNSOLVED +0.039 sep=+0.201 AUROC=0.756 mean_lam=-0.150
/home/yurenh2/miniconda3/lib/python3.13/site-packages/torch_geometric/utils/_scatter.py:91: UserWarning: The usage of `scatter(reduce='min')` can be accelerated via the 'torch-scatter' package, but it was not found
  warnings.warn(
/home/yurenh2/miniconda3/lib/python3.13/site-packages/torch_geometric/utils/_scatter.py:91: UserWarning: The usage of `scatter(reduce='max')` can be accelerated via the 'torch-scatter' package, but it was not found
  warnings.warn(
[pe=none s3] deterministic solve_rate = 0.960  (n=150, K=16)
 sigma   pass@K  lam-sel   random  perRoll  AUROC(s|-lam)
   0.2    0.993    0.987    0.933    0.945          0.885
  wrote /home/yurenh2/rrog/runs/ptrm_color_pna_full_none_n50_k3_p0.2_T3_ns3_s3.json
== pna s4 ==
/home/yurenh2/miniconda3/lib/python3.13/site-packages/torch_geometric/utils/_scatter.py:91: UserWarning: The usage of `scatter(reduce='min')` can be accelerated via the 'torch-scatter' package, but it was not found
  warnings.warn(
/home/yurenh2/miniconda3/lib/python3.13/site-packages/torch_geometric/utils/_scatter.py:91: UserWarning: The usage of `scatter(reduce='max')` can be accelerated via the 'torch-scatter' package, but it was not found
  warnings.warn(
ep20 solve_rate=0.007 mean_conflicts=24.65
ep40 solve_rate=0.717 mean_conflicts=1.45
ep60 solve_rate=0.827 mean_conflicts=0.60
ep80 solve_rate=0.913 mean_conflicts=0.37
ep100 solve_rate=0.920 mean_conflicts=0.28
ep120 solve_rate=0.897 mean_conflicts=0.31
ep140 solve_rate=0.897 mean_conflicts=0.36
ep150 solve_rate=0.923 mean_conflicts=0.29
[color_pna_full_none_n50_k3_p0.2_T3_ns3_s4] best solve_rate=0.9233 @ep150 (702.2s)
  wrote /home/yurenh2/rrog/runs/ckpt_color_pna_full_none_n50_k3_p0.2_T3_ns3_s4.pt
/home/yurenh2/miniconda3/lib/python3.13/site-packages/torch_geometric/utils/_scatter.py:91: UserWarning: The usage of `scatter(reduce='min')` can be accelerated via the 'torch-scatter' package, but it was not found
  warnings.warn(
/home/yurenh2/miniconda3/lib/python3.13/site-packages/torch_geometric/utils/_scatter.py:91: UserWarning: The usage of `scatter(reduce='max')` can be accelerated via the 'torch-scatter' package, but it was not found
  warnings.warn(
[pna/full] LE n=300 fail=0.08 | SOLVED -0.137 UNSOLVED +0.070 sep=+0.207 AUROC=0.778 mean_lam=-0.121
/home/yurenh2/miniconda3/lib/python3.13/site-packages/torch_geometric/utils/_scatter.py:91: UserWarning: The usage of `scatter(reduce='min')` can be accelerated via the 'torch-scatter' package, but it was not found
  warnings.warn(
/home/yurenh2/miniconda3/lib/python3.13/site-packages/torch_geometric/utils/_scatter.py:91: UserWarning: The usage of `scatter(reduce='max')` can be accelerated via the 'torch-scatter' package, but it was not found
  warnings.warn(
[pe=none s4] deterministic solve_rate = 0.947  (n=150, K=16)
 sigma   pass@K  lam-sel   random  perRoll  AUROC(s|-lam)
   0.2    0.993    0.973    0.920    0.935          0.844
  wrote /home/yurenh2/rrog/runs/ptrm_color_pna_full_none_n50_k3_p0.2_T3_ns3_s4.json
donePNA=2026-06-17T04:49:08-05:00