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/home/yurenh2/miniconda3/lib/python3.13/site-packages/torch/autograd/graph.py:865: UserWarning: Attempting to run cuBLAS, but there was no current CUDA context! Attempting to set the primary context... (Triggered internally at /pytorch/aten/src/ATen/cuda/CublasHandlePool.cpp:330.)
return Variable._execution_engine.run_backward( # Calls into the C++ engine to run the backward pass
[rand-init b0] lam_max= +5.089 lam_min= -5.024 oldPI= -0.182 newPI= +4.818 res=1.62e+01
[rand-init b1] lam_max= +4.958 lam_min= -4.928 oldPI= -0.143 newPI= +4.819 res=1.11e+01
[rand-init] (random init) lam_max=+5.023 lam_min=-4.976 oldPI=-0.163 <-- oldPI tracked lam_MIN (bug live) newPI=+4.819 res=1.36e+01 val=8.4893
[s2000-warmsrc b0] lam_max= +12.349 lam_min= -15.432 oldPI= -6.062 newPI= +12.121 res=2.58e+00
[s2000-warmsrc b1] lam_max= +13.334 lam_min= -15.816 oldPI= -6.800 newPI= +13.303 res=2.72e+00
[s2000-warmsrc] (step 1900 best 3.1321) lam_max=+12.841 lam_min=-15.624 oldPI=-6.431 <-- oldPI tracked lam_MIN (bug live) newPI=+12.712 res=2.65e+00 val=3.1028
[resreg-scratch b0] lam_max= +10.712 lam_min= -9.901 oldPI= +2.080 newPI= +10.408 res=6.64e+00
[resreg-scratch b1] lam_max= +10.576 lam_min= -9.794 oldPI= +0.714 newPI= +10.566 res=5.84e+00
[resreg-scratch] (step 9200 best 2.2156) lam_max=+10.644 lam_min=-9.847 oldPI=+1.397 (oldPI ~ lam_max, bug latent) newPI=+10.487 res=6.24e+00 val=2.2380
[fast-adaptive b0] lam_max= +7.474 lam_min= -7.285 oldPI= +2.351 newPI= +7.470 res=1.56e+00
[fast-adaptive b1] lam_max= +8.313 lam_min= -7.637 oldPI= +2.472 newPI= +8.289 res=1.82e+00
[fast-adaptive] (step 24400 best 2.1023) lam_max=+7.893 lam_min=-7.461 oldPI=+2.412 (oldPI ~ lam_max, bug latent) newPI=+7.879 res=1.69e+00 val=2.1817
[warm-fast-live b0] lam_max= +8.360 lam_min= -8.382 oldPI= -0.852 newPI= +8.216 res=3.32e+00
[warm-fast-live b1] lam_max= +8.580 lam_min= -8.044 oldPI= +0.688 newPI= +8.327 res=2.10e+00
[warm-fast-live] (step 4900 best 2.3064) lam_max=+8.470 lam_min=-8.213 oldPI=-0.082 <-- oldPI tracked lam_MIN (bug live) newPI=+8.272 res=2.71e+00 val=2.3378
[self-restart-live b0] lam_max= +11.042 lam_min= -10.908 oldPI= -0.257 newPI= +10.983 res=6.85e-01
[self-restart-live b1] lam_max= +10.305 lam_min= -10.332 oldPI= +0.463 newPI= +10.079 res=1.33e+00
[self-restart-live] (step 8600 best 2.3809) lam_max=+10.673 lam_min=-10.620 oldPI=+0.103 (oldPI ~ lam_max, bug latent) newPI=+10.531 res=1.01e+00 val=2.3913
operator lam_max lam_min oldPI newPI res val
rand-init +5.023 -4.976 -0.163 +4.819 1.36e+01 8.4893 # random init
s2000-warmsrc +12.841 -15.624 -6.431 +12.712 2.65e+00 3.1028 # step 1900 best 3.1321
resreg-scratch +10.644 -9.847 +1.397 +10.487 6.24e+00 2.2380 # step 9200 best 2.2156
fast-adaptive +7.893 -7.461 +2.412 +7.879 1.69e+00 2.1817 # step 24400 best 2.1023
warm-fast-live +8.470 -8.213 -0.082 +8.272 2.71e+00 2.3378 # step 4900 best 2.3064
self-restart-live +10.673 -10.620 +0.103 +10.531 1.01e+00 2.3913 # step 8600 best 2.3809
EIG_RECHECK_DONE
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