PPGN start gpu=1 2026-06-17T03:36:55-05:00
== ppgn s0 ==
ep20 solve=0.727
ep40 solve=0.867
ep60 solve=0.887
ep80 solve=0.913
ep100 solve=0.923
ep120 solve=0.907
ep140 solve=0.897
ep150 solve=0.897
[ppgn/full] solve=0.923 | LE AUROC=0.857 mean_lam=-0.025 | PTRM det=0.953 passK=0.987 lamsel=0.967 (645s)
  wrote color_/le_color_/ptrm_color_ ppgn_full_none_n50_k3_p0.2_T3_ns3_s0
== ppgn s1 ==
ep20 solve=0.700
ep40 solve=0.880
ep60 solve=0.903
ep80 solve=0.903
ep100 solve=0.930
ep120 solve=0.920
ep140 solve=0.917
ep150 solve=0.917
[ppgn/full] solve=0.930 | LE AUROC=0.753 mean_lam=-0.010 | PTRM det=0.967 passK=0.987 lamsel=0.953 (639s)
  wrote color_/le_color_/ptrm_color_ ppgn_full_none_n50_k3_p0.2_T3_ns3_s1
== ppgn s2 ==
ep20 solve=0.723
ep40 solve=0.877
ep60 solve=0.907
ep80 solve=0.920
ep100 solve=0.933
ep120 solve=0.910
ep140 solve=0.917
ep150 solve=0.927
[ppgn/full] solve=0.933 | LE AUROC=0.779 mean_lam=-0.011 | PTRM det=0.967 passK=0.973 lamsel=0.967 (639s)
  wrote color_/le_color_/ptrm_color_ ppgn_full_none_n50_k3_p0.2_T3_ns3_s2
== ppgn s3 ==
ep20 solve=0.667
ep40 solve=0.847
ep60 solve=0.900
ep80 solve=0.913
ep100 solve=0.930
ep120 solve=0.937
ep140 solve=0.937
ep150 solve=0.947
[ppgn/full] solve=0.947 | LE AUROC=0.770 mean_lam=+0.014 | PTRM det=0.967 passK=0.987 lamsel=0.973 (640s)
  wrote color_/le_color_/ptrm_color_ ppgn_full_none_n50_k3_p0.2_T3_ns3_s3
== ppgn s4 ==
ep20 solve=0.647
ep40 solve=0.823
ep60 solve=0.880
ep80 solve=0.897
ep100 solve=0.923
ep120 solve=0.917
ep140 solve=0.893
ep150 solve=0.893
[ppgn/full] solve=0.923 | LE AUROC=0.728 mean_lam=-0.039 | PTRM det=0.960 passK=0.980 lamsel=0.960 (639s)
  wrote color_/le_color_/ptrm_color_ ppgn_full_none_n50_k3_p0.2_T3_ns3_s4
donePPGN=2026-06-17T04:31:04-05:00