python3: can't open file '/home/judson/Neural-Networks-in-GNC/inverted_pendulum/training/base_loss_learning_rate_sweep.py': [Errno 2] No such file or directory
base_loss_learning_rate_sweep/one_third/lr_1.000/controllers/controller_0.pth saved with loss: 1.8500734567642212
base_loss_learning_rate_sweep/one_third/lr_1.000/controllers/controller_1.pth saved with loss: 5.0684003829956055
base_loss_learning_rate_sweep/one_third/lr_1.000/controllers/controller_2.pth saved with loss: 5.0684003829956055
base_loss_learning_rate_sweep/one_third/lr_1.000/controllers/controller_3.pth saved with loss: 5.0684003829956055
base_loss_learning_rate_sweep/one_third/lr_1.000/controllers/controller_4.pth saved with loss: 5.0684003829956055
base_loss_learning_rate_sweep/one_third/lr_1.000/controllers/controller_5.pth saved with loss: 5.0684003829956055
base_loss_learning_rate_sweep/one_third/lr_1.000/controllers/controller_6.pth saved with loss: 5.0684003829956055
Loss unchanged for 5 epochs at epoch 6. Terminating training for one_third with learning rate 1.
base_loss_learning_rate_sweep/one_third/lr_0.900/controllers/controller_0.pth saved with loss: 1.8500734567642212
base_loss_learning_rate_sweep/one_third/lr_0.900/controllers/controller_1.pth saved with loss: 5.0684003829956055
base_loss_learning_rate_sweep/one_third/lr_0.900/controllers/controller_2.pth saved with loss: 5.0684003829956055
base_loss_learning_rate_sweep/one_third/lr_0.900/controllers/controller_3.pth saved with loss: 5.0684003829956055
base_loss_learning_rate_sweep/one_third/lr_0.900/controllers/controller_4.pth saved with loss: 5.0684003829956055
base_loss_learning_rate_sweep/one_third/lr_0.900/controllers/controller_5.pth saved with loss: 5.0684003829956055
base_loss_learning_rate_sweep/one_third/lr_0.900/controllers/controller_6.pth saved with loss: 5.0684003829956055
Loss unchanged for 5 epochs at epoch 6. Terminating training for one_third with learning rate 0.9.
base_loss_learning_rate_sweep/one_third/lr_0.800/controllers/controller_0.pth saved with loss: 1.8500734567642212
base_loss_learning_rate_sweep/one_third/lr_0.800/controllers/controller_1.pth saved with loss: 5.06820011138916
base_loss_learning_rate_sweep/one_third/lr_0.800/controllers/controller_2.pth saved with loss: 5.0684003829956055
base_loss_learning_rate_sweep/one_third/lr_0.800/controllers/controller_3.pth saved with loss: 5.0684003829956055
base_loss_learning_rate_sweep/one_third/lr_0.800/controllers/controller_4.pth saved with loss: 5.0684003829956055
base_loss_learning_rate_sweep/one_third/lr_0.800/controllers/controller_5.pth saved with loss: 5.0684003829956055
base_loss_learning_rate_sweep/one_third/lr_0.800/controllers/controller_6.pth saved with loss: 5.0684003829956055
base_loss_learning_rate_sweep/one_third/lr_0.800/controllers/controller_7.pth saved with loss: 5.0684003829956055
Loss unchanged for 5 epochs at epoch 7. Terminating training for one_third with learning rate 0.8.
base_loss_learning_rate_sweep/one_third/lr_0.700/controllers/controller_0.pth saved with loss: 1.8500734567642212
base_loss_learning_rate_sweep/one_third/lr_0.700/controllers/controller_1.pth saved with loss: 5.0666184425354
base_loss_learning_rate_sweep/one_third/lr_0.700/controllers/controller_2.pth saved with loss: 5.068101406097412
base_loss_learning_rate_sweep/one_third/lr_0.700/controllers/controller_3.pth saved with loss: 5.062430381774902
base_loss_learning_rate_sweep/one_third/lr_0.700/controllers/controller_4.pth saved with loss: 4.813815116882324
base_loss_learning_rate_sweep/one_third/lr_0.700/controllers/controller_5.pth saved with loss: 3.579498529434204
base_loss_learning_rate_sweep/one_third/lr_0.700/controllers/controller_6.pth saved with loss: 0.7584800124168396
base_loss_learning_rate_sweep/one_third/lr_0.700/controllers/controller_7.pth saved with loss: nan
base_loss_learning_rate_sweep/one_third/lr_0.700/controllers/controller_8.pth saved with loss: nan
base_loss_learning_rate_sweep/one_third/lr_0.700/controllers/controller_9.pth saved with loss: nan
base_loss_learning_rate_sweep/one_third/lr_0.700/controllers/controller_10.pth saved with loss: nan
Consecutive NaN detected for 5 epochs at epoch 11. Terminating training for one_third with learning rate 0.7.
base_loss_learning_rate_sweep/one_third/lr_0.600/controllers/controller_0.pth saved with loss: 1.8500734567642212
base_loss_learning_rate_sweep/one_third/lr_0.600/controllers/controller_1.pth saved with loss: 5.054003715515137
base_loss_learning_rate_sweep/one_third/lr_0.600/controllers/controller_2.pth saved with loss: 4.8853559494018555
base_loss_learning_rate_sweep/one_third/lr_0.600/controllers/controller_3.pth saved with loss: 2.584973096847534
base_loss_learning_rate_sweep/one_third/lr_0.600/controllers/controller_4.pth saved with loss: 0.5946675539016724
base_loss_learning_rate_sweep/one_third/lr_0.600/controllers/controller_5.pth saved with loss: 0.5157726407051086
base_loss_learning_rate_sweep/one_third/lr_0.600/controllers/controller_6.pth saved with loss: 0.4067072570323944
base_loss_learning_rate_sweep/one_third/lr_0.600/controllers/controller_7.pth saved with loss: 0.6043218374252319
base_loss_learning_rate_sweep/one_third/lr_0.600/controllers/controller_8.pth saved with loss: 0.365432471036911
base_loss_learning_rate_sweep/one_third/lr_0.600/controllers/controller_9.pth saved with loss: nan
base_loss_learning_rate_sweep/one_third/lr_0.600/controllers/controller_10.pth saved with loss: nan
base_loss_learning_rate_sweep/one_third/lr_0.600/controllers/controller_11.pth saved with loss: nan
base_loss_learning_rate_sweep/one_third/lr_0.600/controllers/controller_12.pth saved with loss: nan
Consecutive NaN detected for 5 epochs at epoch 13. Terminating training for one_third with learning rate 0.6.
base_loss_learning_rate_sweep/one_third/lr_0.500/controllers/controller_0.pth saved with loss: 1.8500734567642212
base_loss_learning_rate_sweep/one_third/lr_0.500/controllers/controller_1.pth saved with loss: 4.99691915512085
base_loss_learning_rate_sweep/one_third/lr_0.500/controllers/controller_2.pth saved with loss: 3.7129878997802734
base_loss_learning_rate_sweep/one_third/lr_0.500/controllers/controller_3.pth saved with loss: 0.7247946262359619
base_loss_learning_rate_sweep/one_third/lr_0.500/controllers/controller_4.pth saved with loss: 2.2251815795898438
base_loss_learning_rate_sweep/one_third/lr_0.500/controllers/controller_5.pth saved with loss: 0.5506382584571838
base_loss_learning_rate_sweep/one_third/lr_0.500/controllers/controller_6.pth saved with loss: 0.4661947786808014
base_loss_learning_rate_sweep/one_third/lr_0.500/controllers/controller_7.pth saved with loss: 0.37438029050827026
base_loss_learning_rate_sweep/one_third/lr_0.500/controllers/controller_8.pth saved with loss: 0.2815653681755066
base_loss_learning_rate_sweep/one_third/lr_0.500/controllers/controller_9.pth saved with loss: 0.2682429552078247
base_loss_learning_rate_sweep/one_third/lr_0.500/controllers/controller_10.pth saved with loss: 0.2530883252620697
base_loss_learning_rate_sweep/one_third/lr_0.500/controllers/controller_11.pth saved with loss: 0.21322181820869446
base_loss_learning_rate_sweep/one_third/lr_0.500/controllers/controller_12.pth saved with loss: 0.2850916385650635
base_loss_learning_rate_sweep/one_third/lr_0.500/controllers/controller_13.pth saved with loss: nan
base_loss_learning_rate_sweep/one_third/lr_0.500/controllers/controller_14.pth saved with loss: nan
base_loss_learning_rate_sweep/one_third/lr_0.500/controllers/controller_15.pth saved with loss: nan
base_loss_learning_rate_sweep/one_third/lr_0.500/controllers/controller_16.pth saved with loss: nan
Consecutive NaN detected for 5 epochs at epoch 17. Terminating training for one_third with learning rate 0.5.
base_loss_learning_rate_sweep/one_third/lr_0.400/controllers/controller_0.pth saved with loss: 1.8500734567642212
base_loss_learning_rate_sweep/one_third/lr_0.400/controllers/controller_1.pth saved with loss: 4.6483283042907715
base_loss_learning_rate_sweep/one_third/lr_0.400/controllers/controller_2.pth saved with loss: 1.1269198656082153
base_loss_learning_rate_sweep/one_third/lr_0.400/controllers/controller_3.pth saved with loss: 0.5819365382194519
base_loss_learning_rate_sweep/one_third/lr_0.400/controllers/controller_4.pth saved with loss: 0.48168689012527466
base_loss_learning_rate_sweep/one_third/lr_0.400/controllers/controller_5.pth saved with loss: 0.35402533411979675
base_loss_learning_rate_sweep/one_third/lr_0.400/controllers/controller_6.pth saved with loss: 0.3504738211631775
base_loss_learning_rate_sweep/one_third/lr_0.400/controllers/controller_7.pth saved with loss: 0.2699557840824127
base_loss_learning_rate_sweep/one_third/lr_0.400/controllers/controller_8.pth saved with loss: 0.25700727105140686
base_loss_learning_rate_sweep/one_third/lr_0.400/controllers/controller_9.pth saved with loss: 0.25336363911628723
base_loss_learning_rate_sweep/one_third/lr_0.400/controllers/controller_10.pth saved with loss: 0.2479134351015091
base_loss_learning_rate_sweep/one_third/lr_0.400/controllers/controller_11.pth saved with loss: 0.2278718501329422
base_loss_learning_rate_sweep/one_third/lr_0.400/controllers/controller_12.pth saved with loss: 0.22678817808628082
base_loss_learning_rate_sweep/one_third/lr_0.400/controllers/controller_13.pth saved with loss: 0.21264994144439697
base_loss_learning_rate_sweep/one_third/lr_0.400/controllers/controller_14.pth saved with loss: 0.19402414560317993
base_loss_learning_rate_sweep/one_third/lr_0.400/controllers/controller_15.pth saved with loss: 0.18736830353736877
base_loss_learning_rate_sweep/one_third/lr_0.400/controllers/controller_16.pth saved with loss: 0.16268423199653625
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base_loss_learning_rate_sweep/one_third/lr_0.400/controllers/controller_117.pth saved with loss: 0.10796266049146652
base_loss_learning_rate_sweep/one_third/lr_0.400/controllers/controller_118.pth saved with loss: 0.10356137901544571
base_loss_learning_rate_sweep/one_third/lr_0.400/controllers/controller_119.pth saved with loss: 0.10386920720338821
base_loss_learning_rate_sweep/one_third/lr_0.400/controllers/controller_120.pth saved with loss: 0.1050972044467926
base_loss_learning_rate_sweep/one_third/lr_0.400/controllers/controller_121.pth saved with loss: 0.10054168105125427
base_loss_learning_rate_sweep/one_third/lr_0.400/controllers/controller_122.pth saved with loss: 0.11399451643228531
base_loss_learning_rate_sweep/one_third/lr_0.400/controllers/controller_123.pth saved with loss: 0.11511507630348206
base_loss_learning_rate_sweep/one_third/lr_0.400/controllers/controller_124.pth saved with loss: 0.09805388003587723
base_loss_learning_rate_sweep/one_third/lr_0.400/controllers/controller_125.pth saved with loss: 0.11687231808900833
base_loss_learning_rate_sweep/one_third/lr_0.400/controllers/controller_126.pth saved with loss: 0.2540358304977417
base_loss_learning_rate_sweep/one_third/lr_0.400/controllers/controller_127.pth saved with loss: 0.9708822965621948
base_loss_learning_rate_sweep/one_third/lr_0.400/controllers/controller_128.pth saved with loss: 1.336992621421814
base_loss_learning_rate_sweep/one_third/lr_0.400/controllers/controller_129.pth saved with loss: 0.8928899765014648
base_loss_learning_rate_sweep/one_third/lr_0.400/controllers/controller_130.pth saved with loss: 0.678084671497345
base_loss_learning_rate_sweep/one_third/lr_0.400/controllers/controller_131.pth saved with loss: 0.49207261204719543
base_loss_learning_rate_sweep/one_third/lr_0.400/controllers/controller_132.pth saved with loss: 1.2614070177078247
base_loss_learning_rate_sweep/one_third/lr_0.400/controllers/controller_133.pth saved with loss: 5.050410270690918
base_loss_learning_rate_sweep/one_third/lr_0.400/controllers/controller_134.pth saved with loss: 5.0506110191345215
base_loss_learning_rate_sweep/one_third/lr_0.400/controllers/controller_135.pth saved with loss: 5.0506110191345215
base_loss_learning_rate_sweep/one_third/lr_0.400/controllers/controller_136.pth saved with loss: 5.0506110191345215
base_loss_learning_rate_sweep/one_third/lr_0.400/controllers/controller_137.pth saved with loss: 5.0506110191345215
base_loss_learning_rate_sweep/one_third/lr_0.400/controllers/controller_138.pth saved with loss: 5.0506110191345215
base_loss_learning_rate_sweep/one_third/lr_0.400/controllers/controller_139.pth saved with loss: 5.0506110191345215
Loss unchanged for 5 epochs at epoch 139. Terminating training for one_third with learning rate 0.4.
base_loss_learning_rate_sweep/one_third/lr_0.300/controllers/controller_0.pth saved with loss: 1.8500734567642212
base_loss_learning_rate_sweep/one_third/lr_0.300/controllers/controller_1.pth saved with loss: 4.178016185760498
base_loss_learning_rate_sweep/one_third/lr_0.300/controllers/controller_2.pth saved with loss: 0.8789786696434021
base_loss_learning_rate_sweep/one_third/lr_0.300/controllers/controller_3.pth saved with loss: 0.6365265250205994
base_loss_learning_rate_sweep/one_third/lr_0.300/controllers/controller_4.pth saved with loss: 0.438367635011673
base_loss_learning_rate_sweep/one_third/lr_0.300/controllers/controller_5.pth saved with loss: 0.32522350549697876
base_loss_learning_rate_sweep/one_third/lr_0.300/controllers/controller_6.pth saved with loss: 0.2491561621427536
base_loss_learning_rate_sweep/one_third/lr_0.300/controllers/controller_7.pth saved with loss: 0.21662987768650055
base_loss_learning_rate_sweep/one_third/lr_0.300/controllers/controller_8.pth saved with loss: 0.22175873816013336
base_loss_learning_rate_sweep/one_third/lr_0.300/controllers/controller_9.pth saved with loss: 0.2157270461320877
base_loss_learning_rate_sweep/one_third/lr_0.300/controllers/controller_10.pth saved with loss: 0.19481737911701202
base_loss_learning_rate_sweep/one_third/lr_0.300/controllers/controller_11.pth saved with loss: 0.1633155196905136
base_loss_learning_rate_sweep/one_third/lr_0.300/controllers/controller_12.pth saved with loss: 0.1347752958536148
base_loss_learning_rate_sweep/one_third/lr_0.300/controllers/controller_13.pth saved with loss: 0.13666178286075592
base_loss_learning_rate_sweep/one_third/lr_0.300/controllers/controller_14.pth saved with loss: 0.13696123659610748
base_loss_learning_rate_sweep/one_third/lr_0.300/controllers/controller_15.pth saved with loss: 0.12566715478897095
base_loss_learning_rate_sweep/one_third/lr_0.300/controllers/controller_16.pth saved with loss: 0.11765944957733154
base_loss_learning_rate_sweep/one_third/lr_0.300/controllers/controller_17.pth saved with loss: 0.1148461103439331
base_loss_learning_rate_sweep/one_third/lr_0.300/controllers/controller_18.pth saved with loss: 0.11978412419557571
base_loss_learning_rate_sweep/one_third/lr_0.300/controllers/controller_19.pth saved with loss: 0.11696705967187881
base_loss_learning_rate_sweep/one_third/lr_0.300/controllers/controller_20.pth saved with loss: 0.11129703372716904
base_loss_learning_rate_sweep/one_third/lr_0.300/controllers/controller_21.pth saved with loss: 0.11038848012685776
base_loss_learning_rate_sweep/one_third/lr_0.300/controllers/controller_22.pth saved with loss: 0.10693936794996262
base_loss_learning_rate_sweep/one_third/lr_0.300/controllers/controller_23.pth saved with loss: 0.10428313910961151
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base_loss_learning_rate_sweep/one_third/lr_0.300/controllers/controller_25.pth saved with loss: 0.10605864971876144
base_loss_learning_rate_sweep/one_third/lr_0.300/controllers/controller_26.pth saved with loss: 0.10585833340883255
base_loss_learning_rate_sweep/one_third/lr_0.300/controllers/controller_27.pth saved with loss: 0.10459895431995392
base_loss_learning_rate_sweep/one_third/lr_0.300/controllers/controller_28.pth saved with loss: 0.10538353025913239
base_loss_learning_rate_sweep/one_third/lr_0.300/controllers/controller_29.pth saved with loss: 0.10461226850748062
base_loss_learning_rate_sweep/one_third/lr_0.300/controllers/controller_30.pth saved with loss: 0.10548081248998642
base_loss_learning_rate_sweep/one_third/lr_0.300/controllers/controller_31.pth saved with loss: 0.10716811567544937
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base_loss_learning_rate_sweep/one_third/lr_0.300/controllers/controller_35.pth saved with loss: 0.10113389045000076
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base_loss_learning_rate_sweep/one_third/lr_0.300/controllers/controller_40.pth saved with loss: 0.10304944962263107
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base_loss_learning_rate_sweep/one_third/lr_0.300/controllers/controller_45.pth saved with loss: 0.10013894736766815
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base_loss_learning_rate_sweep/one_third/lr_0.003/controllers/controller_198.pth saved with loss: 1.0238651037216187
base_loss_learning_rate_sweep/one_third/lr_0.003/controllers/controller_199.pth saved with loss: 1.0216935873031616
base_loss_learning_rate_sweep/one_third/lr_0.003/controllers/controller_200.pth saved with loss: 1.0182780027389526
base_loss_learning_rate_sweep/one_fifth/lr_1.000/controllers/controller_0.pth saved with loss: 1.648984670639038
base_loss_learning_rate_sweep/one_fifth/lr_1.000/controllers/controller_1.pth saved with loss: 3.623187780380249
base_loss_learning_rate_sweep/one_fifth/lr_1.000/controllers/controller_2.pth saved with loss: 3.623187780380249
base_loss_learning_rate_sweep/one_fifth/lr_1.000/controllers/controller_3.pth saved with loss: 3.623187780380249
base_loss_learning_rate_sweep/one_fifth/lr_1.000/controllers/controller_4.pth saved with loss: 3.623187780380249
base_loss_learning_rate_sweep/one_fifth/lr_1.000/controllers/controller_5.pth saved with loss: 3.623187780380249
base_loss_learning_rate_sweep/one_fifth/lr_1.000/controllers/controller_6.pth saved with loss: 3.623187780380249
Loss unchanged for 5 epochs at epoch 6. Terminating training for one_fifth with learning rate 1.
base_loss_learning_rate_sweep/one_fifth/lr_0.900/controllers/controller_0.pth saved with loss: 1.648984670639038
base_loss_learning_rate_sweep/one_fifth/lr_0.900/controllers/controller_1.pth saved with loss: 3.623187780380249
base_loss_learning_rate_sweep/one_fifth/lr_0.900/controllers/controller_2.pth saved with loss: 3.623187780380249
base_loss_learning_rate_sweep/one_fifth/lr_0.900/controllers/controller_3.pth saved with loss: 3.623187780380249
base_loss_learning_rate_sweep/one_fifth/lr_0.900/controllers/controller_4.pth saved with loss: 3.623187780380249
base_loss_learning_rate_sweep/one_fifth/lr_0.900/controllers/controller_5.pth saved with loss: 3.623187780380249
base_loss_learning_rate_sweep/one_fifth/lr_0.900/controllers/controller_6.pth saved with loss: 3.623187780380249
Loss unchanged for 5 epochs at epoch 6. Terminating training for one_fifth with learning rate 0.9.
base_loss_learning_rate_sweep/one_fifth/lr_0.800/controllers/controller_0.pth saved with loss: 1.648984670639038
base_loss_learning_rate_sweep/one_fifth/lr_0.800/controllers/controller_1.pth saved with loss: 3.6231026649475098
base_loss_learning_rate_sweep/one_fifth/lr_0.800/controllers/controller_2.pth saved with loss: 3.623187780380249
base_loss_learning_rate_sweep/one_fifth/lr_0.800/controllers/controller_3.pth saved with loss: 3.623187780380249
base_loss_learning_rate_sweep/one_fifth/lr_0.800/controllers/controller_4.pth saved with loss: 3.623187780380249
base_loss_learning_rate_sweep/one_fifth/lr_0.800/controllers/controller_5.pth saved with loss: 3.623187780380249
base_loss_learning_rate_sweep/one_fifth/lr_0.800/controllers/controller_6.pth saved with loss: 3.623187780380249
base_loss_learning_rate_sweep/one_fifth/lr_0.800/controllers/controller_7.pth saved with loss: 3.623187780380249
Loss unchanged for 5 epochs at epoch 7. Terminating training for one_fifth with learning rate 0.8.
base_loss_learning_rate_sweep/one_fifth/lr_0.700/controllers/controller_0.pth saved with loss: 1.648984670639038
base_loss_learning_rate_sweep/one_fifth/lr_0.700/controllers/controller_1.pth saved with loss: 3.621945381164551
base_loss_learning_rate_sweep/one_fifth/lr_0.700/controllers/controller_2.pth saved with loss: 3.6227030754089355
base_loss_learning_rate_sweep/one_fifth/lr_0.700/controllers/controller_3.pth saved with loss: 3.619267702102661
base_loss_learning_rate_sweep/one_fifth/lr_0.700/controllers/controller_4.pth saved with loss: 3.5196328163146973
base_loss_learning_rate_sweep/one_fifth/lr_0.700/controllers/controller_5.pth saved with loss: 3.076256036758423
base_loss_learning_rate_sweep/one_fifth/lr_0.700/controllers/controller_6.pth saved with loss: 1.6538499593734741
base_loss_learning_rate_sweep/one_fifth/lr_0.700/controllers/controller_7.pth saved with loss: nan
base_loss_learning_rate_sweep/one_fifth/lr_0.700/controllers/controller_8.pth saved with loss: nan
base_loss_learning_rate_sweep/one_fifth/lr_0.700/controllers/controller_9.pth saved with loss: nan
base_loss_learning_rate_sweep/one_fifth/lr_0.700/controllers/controller_10.pth saved with loss: nan
Consecutive NaN detected for 5 epochs at epoch 11. Terminating training for one_fifth with learning rate 0.7.
base_loss_learning_rate_sweep/one_fifth/lr_0.600/controllers/controller_0.pth saved with loss: 1.648984670639038
base_loss_learning_rate_sweep/one_fifth/lr_0.600/controllers/controller_1.pth saved with loss: 3.6139354705810547
base_loss_learning_rate_sweep/one_fifth/lr_0.600/controllers/controller_2.pth saved with loss: 3.4909169673919678
base_loss_learning_rate_sweep/one_fifth/lr_0.600/controllers/controller_3.pth saved with loss: 2.3145945072174072
base_loss_learning_rate_sweep/one_fifth/lr_0.600/controllers/controller_4.pth saved with loss: 0.6437315940856934
base_loss_learning_rate_sweep/one_fifth/lr_0.600/controllers/controller_5.pth saved with loss: 0.5556336641311646
base_loss_learning_rate_sweep/one_fifth/lr_0.600/controllers/controller_6.pth saved with loss: 0.44724252820014954
base_loss_learning_rate_sweep/one_fifth/lr_0.600/controllers/controller_7.pth saved with loss: 0.3653893768787384
base_loss_learning_rate_sweep/one_fifth/lr_0.600/controllers/controller_8.pth saved with loss: 0.3098275363445282
base_loss_learning_rate_sweep/one_fifth/lr_0.600/controllers/controller_9.pth saved with loss: 0.29804766178131104
base_loss_learning_rate_sweep/one_fifth/lr_0.600/controllers/controller_10.pth saved with loss: 0.24801962077617645
base_loss_learning_rate_sweep/one_fifth/lr_0.600/controllers/controller_11.pth saved with loss: 0.1908198446035385
base_loss_learning_rate_sweep/one_fifth/lr_0.600/controllers/controller_12.pth saved with loss: nan
base_loss_learning_rate_sweep/one_fifth/lr_0.600/controllers/controller_13.pth saved with loss: nan
base_loss_learning_rate_sweep/one_fifth/lr_0.600/controllers/controller_14.pth saved with loss: nan
base_loss_learning_rate_sweep/one_fifth/lr_0.600/controllers/controller_15.pth saved with loss: nan
Consecutive NaN detected for 5 epochs at epoch 16. Terminating training for one_fifth with learning rate 0.6.
base_loss_learning_rate_sweep/one_fifth/lr_0.500/controllers/controller_0.pth saved with loss: 1.648984670639038
base_loss_learning_rate_sweep/one_fifth/lr_0.500/controllers/controller_1.pth saved with loss: 3.5755066871643066
base_loss_learning_rate_sweep/one_fifth/lr_0.500/controllers/controller_2.pth saved with loss: 2.9182827472686768
base_loss_learning_rate_sweep/one_fifth/lr_0.500/controllers/controller_3.pth saved with loss: 0.843454897403717
base_loss_learning_rate_sweep/one_fifth/lr_0.500/controllers/controller_4.pth saved with loss: 0.6245173811912537
base_loss_learning_rate_sweep/one_fifth/lr_0.500/controllers/controller_5.pth saved with loss: 3.5973763465881348
base_loss_learning_rate_sweep/one_fifth/lr_0.500/controllers/controller_6.pth saved with loss: 3.6026883125305176
base_loss_learning_rate_sweep/one_fifth/lr_0.500/controllers/controller_7.pth saved with loss: 3.6037847995758057
base_loss_learning_rate_sweep/one_fifth/lr_0.500/controllers/controller_8.pth saved with loss: 3.604029893875122
base_loss_learning_rate_sweep/one_fifth/lr_0.500/controllers/controller_9.pth saved with loss: 3.602764844894409
base_loss_learning_rate_sweep/one_fifth/lr_0.500/controllers/controller_10.pth saved with loss: 3.4502792358398438
base_loss_learning_rate_sweep/one_fifth/lr_0.500/controllers/controller_11.pth saved with loss: 3.2931203842163086
base_loss_learning_rate_sweep/one_fifth/lr_0.500/controllers/controller_12.pth saved with loss: 2.9238834381103516
base_loss_learning_rate_sweep/one_fifth/lr_0.500/controllers/controller_13.pth saved with loss: 2.7024707794189453
base_loss_learning_rate_sweep/one_fifth/lr_0.500/controllers/controller_14.pth saved with loss: 2.3220434188842773
base_loss_learning_rate_sweep/one_fifth/lr_0.500/controllers/controller_15.pth saved with loss: 0.616536557674408
base_loss_learning_rate_sweep/one_fifth/lr_0.500/controllers/controller_16.pth saved with loss: 0.4325403869152069
base_loss_learning_rate_sweep/one_fifth/lr_0.500/controllers/controller_17.pth saved with loss: nan
base_loss_learning_rate_sweep/one_fifth/lr_0.500/controllers/controller_18.pth saved with loss: nan
base_loss_learning_rate_sweep/one_fifth/lr_0.500/controllers/controller_19.pth saved with loss: nan
base_loss_learning_rate_sweep/one_fifth/lr_0.500/controllers/controller_20.pth saved with loss: nan
Consecutive NaN detected for 5 epochs at epoch 21. Terminating training for one_fifth with learning rate 0.5.
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_0.pth saved with loss: 1.648984670639038
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_1.pth saved with loss: 3.3481249809265137
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_2.pth saved with loss: 2.0960352420806885
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_3.pth saved with loss: 0.6947607398033142
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_4.pth saved with loss: 0.5561820864677429
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_5.pth saved with loss: 0.4216906428337097
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_6.pth saved with loss: 0.34008079767227173
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_7.pth saved with loss: 0.33160075545310974
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_8.pth saved with loss: 0.2826291620731354
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_9.pth saved with loss: 0.3030816316604614
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_10.pth saved with loss: 0.2958921790122986
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_11.pth saved with loss: 0.2569655776023865
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_12.pth saved with loss: 0.22248737514019012
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_13.pth saved with loss: 0.2198162078857422
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_14.pth saved with loss: 0.20333054661750793
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_15.pth saved with loss: 0.16842415928840637
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_16.pth saved with loss: 0.12989185750484467
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_17.pth saved with loss: 0.1616332232952118
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_18.pth saved with loss: 0.17635484039783478
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_19.pth saved with loss: 0.1829419583082199
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_20.pth saved with loss: 0.17252272367477417
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_21.pth saved with loss: 0.16091398894786835
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_22.pth saved with loss: 0.14389626681804657
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_23.pth saved with loss: 0.13087843358516693
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_24.pth saved with loss: 0.13418570160865784
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_25.pth saved with loss: 0.12324725836515427
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_26.pth saved with loss: 0.11749763786792755
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_27.pth saved with loss: 0.12045533210039139
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_28.pth saved with loss: 0.1182689443230629
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_29.pth saved with loss: 0.11624954640865326
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_30.pth saved with loss: 0.21294298768043518
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_31.pth saved with loss: 0.7375748157501221
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_32.pth saved with loss: 1.323203444480896
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_33.pth saved with loss: 1.9531601667404175
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_34.pth saved with loss: 2.689584493637085
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_35.pth saved with loss: 3.26188063621521
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_36.pth saved with loss: 3.3934812545776367
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_37.pth saved with loss: 3.4397432804107666
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_38.pth saved with loss: 3.4396698474884033
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_39.pth saved with loss: 3.427288770675659
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_40.pth saved with loss: 3.4228692054748535
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_41.pth saved with loss: 3.4899368286132812
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_42.pth saved with loss: 3.540362596511841
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_43.pth saved with loss: 3.5381627082824707
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_44.pth saved with loss: 3.571392059326172
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_45.pth saved with loss: 3.6102092266082764
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_46.pth saved with loss: 3.610281229019165
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_47.pth saved with loss: 3.610281229019165
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_48.pth saved with loss: 3.610281229019165
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_49.pth saved with loss: 3.610281229019165
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_50.pth saved with loss: 3.610281229019165
base_loss_learning_rate_sweep/one_fifth/lr_0.400/controllers/controller_51.pth saved with loss: 3.610281229019165
Loss unchanged for 5 epochs at epoch 51. Terminating training for one_fifth with learning rate 0.4.
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_0.pth saved with loss: 1.648984670639038
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_1.pth saved with loss: 3.0862982273101807
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_2.pth saved with loss: 0.8975382447242737
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_3.pth saved with loss: 0.7943339943885803
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_4.pth saved with loss: 3.4232873916625977
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_5.pth saved with loss: 3.592200994491577
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_6.pth saved with loss: 3.602565288543701
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_7.pth saved with loss: 3.606079578399658
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_8.pth saved with loss: 3.6077446937561035
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_9.pth saved with loss: 3.6082425117492676
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_10.pth saved with loss: 3.608309030532837
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_11.pth saved with loss: 3.608285903930664
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_12.pth saved with loss: 3.608123540878296
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_13.pth saved with loss: 3.6077919006347656
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_14.pth saved with loss: 3.6072845458984375
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_15.pth saved with loss: 3.6067821979522705
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_16.pth saved with loss: 3.6062300205230713
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_17.pth saved with loss: 3.6055972576141357
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_18.pth saved with loss: 3.604887008666992
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_19.pth saved with loss: 3.6041765213012695
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_20.pth saved with loss: 3.6035139560699463
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_21.pth saved with loss: 3.6029915809631348
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_22.pth saved with loss: 3.6025898456573486
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_23.pth saved with loss: 3.602213144302368
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_24.pth saved with loss: 3.601771354675293
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_25.pth saved with loss: 3.6012094020843506
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_26.pth saved with loss: 3.6004981994628906
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_27.pth saved with loss: 3.5996570587158203
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_28.pth saved with loss: 3.5985958576202393
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_29.pth saved with loss: 3.5973470211029053
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_30.pth saved with loss: 3.5959129333496094
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_31.pth saved with loss: 3.5942442417144775
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_32.pth saved with loss: 3.5923056602478027
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_33.pth saved with loss: 3.5900795459747314
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_34.pth saved with loss: 3.5873756408691406
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_35.pth saved with loss: 3.583836555480957
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_36.pth saved with loss: 3.5787429809570312
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_37.pth saved with loss: 3.573512315750122
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_38.pth saved with loss: 3.566936731338501
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_39.pth saved with loss: 3.559589385986328
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_40.pth saved with loss: 3.5529544353485107
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_41.pth saved with loss: 3.546844482421875
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_42.pth saved with loss: 3.540074586868286
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_43.pth saved with loss: 3.5307528972625732
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_44.pth saved with loss: 3.512153387069702
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_45.pth saved with loss: 3.479426860809326
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_46.pth saved with loss: 3.4222183227539062
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_47.pth saved with loss: 3.3110432624816895
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_48.pth saved with loss: 3.0277936458587646
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_49.pth saved with loss: 2.3387563228607178
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_50.pth saved with loss: 1.2730333805084229
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_51.pth saved with loss: 1.0669808387756348
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_52.pth saved with loss: nan
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_53.pth saved with loss: nan
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_54.pth saved with loss: nan
base_loss_learning_rate_sweep/one_fifth/lr_0.300/controllers/controller_55.pth saved with loss: nan
Consecutive NaN detected for 5 epochs at epoch 56. Terminating training for one_fifth with learning rate 0.3.
base_loss_learning_rate_sweep/one_fifth/lr_0.250/controllers/controller_0.pth saved with loss: 1.648984670639038
base_loss_learning_rate_sweep/one_fifth/lr_0.250/controllers/controller_1.pth saved with loss: 2.958117723464966
base_loss_learning_rate_sweep/one_fifth/lr_0.250/controllers/controller_2.pth saved with loss: 0.8228814005851746
base_loss_learning_rate_sweep/one_fifth/lr_0.250/controllers/controller_3.pth saved with loss: 0.6566405296325684
base_loss_learning_rate_sweep/one_fifth/lr_0.250/controllers/controller_4.pth saved with loss: 1.031280755996704
base_loss_learning_rate_sweep/one_fifth/lr_0.250/controllers/controller_5.pth saved with loss: 0.5823011994361877
base_loss_learning_rate_sweep/one_fifth/lr_0.250/controllers/controller_6.pth saved with loss: 0.6276980042457581
base_loss_learning_rate_sweep/one_fifth/lr_0.250/controllers/controller_7.pth saved with loss: 0.5882408618927002
base_loss_learning_rate_sweep/one_fifth/lr_0.250/controllers/controller_8.pth saved with loss: 0.5066269636154175
base_loss_learning_rate_sweep/one_fifth/lr_0.250/controllers/controller_9.pth saved with loss: 0.44031643867492676
base_loss_learning_rate_sweep/one_fifth/lr_0.250/controllers/controller_10.pth saved with loss: 0.4085299074649811
base_loss_learning_rate_sweep/one_fifth/lr_0.250/controllers/controller_11.pth saved with loss: 0.3766898512840271
base_loss_learning_rate_sweep/one_fifth/lr_0.250/controllers/controller_12.pth saved with loss: 0.3419921100139618
base_loss_learning_rate_sweep/one_fifth/lr_0.250/controllers/controller_13.pth saved with loss: 0.3073914349079132
base_loss_learning_rate_sweep/one_fifth/lr_0.250/controllers/controller_14.pth saved with loss: 0.26020413637161255
base_loss_learning_rate_sweep/one_fifth/lr_0.250/controllers/controller_15.pth saved with loss: 0.23594187200069427
base_loss_learning_rate_sweep/one_fifth/lr_0.250/controllers/controller_16.pth saved with loss: 0.22658629715442657
base_loss_learning_rate_sweep/one_fifth/lr_0.250/controllers/controller_17.pth saved with loss: 0.2574898898601532
base_loss_learning_rate_sweep/one_fifth/lr_0.250/controllers/controller_18.pth saved with loss: 0.26350516080856323
base_loss_learning_rate_sweep/one_fifth/lr_0.250/controllers/controller_19.pth saved with loss: 0.24113915860652924
base_loss_learning_rate_sweep/one_fifth/lr_0.250/controllers/controller_20.pth saved with loss: 0.1923733949661255
base_loss_learning_rate_sweep/one_fifth/lr_0.250/controllers/controller_21.pth saved with loss: 0.1648111492395401
base_loss_learning_rate_sweep/one_fifth/lr_0.250/controllers/controller_22.pth saved with loss: 0.18108509480953217
base_loss_learning_rate_sweep/one_fifth/lr_0.250/controllers/controller_23.pth saved with loss: 0.19114291667938232
base_loss_learning_rate_sweep/one_fifth/lr_0.250/controllers/controller_24.pth saved with loss: 0.19443202018737793
base_loss_learning_rate_sweep/one_fifth/lr_0.250/controllers/controller_25.pth saved with loss: 0.18677550554275513
base_loss_learning_rate_sweep/one_fifth/lr_0.250/controllers/controller_26.pth saved with loss: 0.17228750884532928
base_loss_learning_rate_sweep/one_fifth/lr_0.250/controllers/controller_27.pth saved with loss: 0.15721432864665985
base_loss_learning_rate_sweep/one_fifth/lr_0.250/controllers/controller_28.pth saved with loss: 0.16598497331142426
base_loss_learning_rate_sweep/one_fifth/lr_0.250/controllers/controller_29.pth saved with loss: 0.16462479531764984
base_loss_learning_rate_sweep/one_fifth/lr_0.250/controllers/controller_30.pth saved with loss: 0.15291212499141693
base_loss_learning_rate_sweep/one_fifth/lr_0.250/controllers/controller_31.pth saved with loss: 0.1330343335866928
base_loss_learning_rate_sweep/one_fifth/lr_0.250/controllers/controller_32.pth saved with loss: 0.12918230891227722
base_loss_learning_rate_sweep/one_fifth/lr_0.250/controllers/controller_33.pth saved with loss: 0.13387008011341095
base_loss_learning_rate_sweep/one_fifth/lr_0.250/controllers/controller_34.pth saved with loss: 0.13660219311714172
base_loss_learning_rate_sweep/one_fifth/lr_0.250/controllers/controller_35.pth saved with loss: 0.13481193780899048
base_loss_learning_rate_sweep/one_fifth/lr_0.250/controllers/controller_36.pth saved with loss: 0.12777027487754822
base_loss_learning_rate_sweep/one_fifth/lr_0.250/controllers/controller_37.pth saved with loss: 0.12087828665971756
base_loss_learning_rate_sweep/one_fifth/lr_0.250/controllers/controller_38.pth saved with loss: 0.12358415871858597
base_loss_learning_rate_sweep/one_fifth/lr_0.250/controllers/controller_39.pth saved with loss: 0.11901934444904327
base_loss_learning_rate_sweep/one_fifth/lr_0.250/controllers/controller_40.pth saved with loss: 0.11565536260604858
base_loss_learning_rate_sweep/one_fifth/lr_0.250/controllers/controller_41.pth saved with loss: 0.1132514551281929
base_loss_learning_rate_sweep/one_fifth/lr_0.250/controllers/controller_42.pth saved with loss: 0.12094098329544067
base_loss_learning_rate_sweep/one_fifth/lr_0.250/controllers/controller_43.pth saved with loss: 0.11970381438732147
base_loss_learning_rate_sweep/one_fifth/lr_0.250/controllers/controller_44.pth saved with loss: 0.1197657361626625
base_loss_learning_rate_sweep/one_fifth/lr_0.250/controllers/controller_45.pth saved with loss: 0.11453326046466827
base_loss_learning_rate_sweep/one_fifth/lr_0.250/controllers/controller_46.pth saved with loss: 0.1223020926117897
base_loss_learning_rate_sweep/one_fifth/lr_0.250/controllers/controller_47.pth saved with loss: 0.12204968184232712
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base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_128.pth saved with loss: 1.1915770769119263
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base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_141.pth saved with loss: 1.208829641342163
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_142.pth saved with loss: 1.1977941989898682
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_143.pth saved with loss: 1.1970148086547852
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_144.pth saved with loss: 1.1972609758377075
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_145.pth saved with loss: 1.1977651119232178
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_146.pth saved with loss: 1.19833242893219
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_147.pth saved with loss: 1.1988874673843384
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_148.pth saved with loss: 1.1993707418441772
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_149.pth saved with loss: 1.199741005897522
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_150.pth saved with loss: 1.1999506950378418
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_151.pth saved with loss: 1.1999647617340088
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_152.pth saved with loss: 1.1997498273849487
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_153.pth saved with loss: 1.1992286443710327
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_154.pth saved with loss: 1.1981172561645508
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_155.pth saved with loss: 1.1939561367034912
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_156.pth saved with loss: 1.2105050086975098
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_157.pth saved with loss: 1.2137519121170044
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_158.pth saved with loss: 1.2153029441833496
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_159.pth saved with loss: 1.2158359289169312
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_160.pth saved with loss: 1.2348634004592896
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_161.pth saved with loss: 1.214935064315796
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_162.pth saved with loss: 1.2336137294769287
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_163.pth saved with loss: 1.2136095762252808
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_164.pth saved with loss: 1.2377907037734985
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_165.pth saved with loss: 1.239959478378296
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_166.pth saved with loss: 1.2410365343093872
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_167.pth saved with loss: 1.2415560483932495
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_168.pth saved with loss: 1.2417068481445312
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_169.pth saved with loss: 1.2415876388549805
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_170.pth saved with loss: 1.241251826286316
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_171.pth saved with loss: 1.2407371997833252
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_172.pth saved with loss: 1.2400665283203125
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base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_174.pth saved with loss: 1.2382885217666626
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base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_176.pth saved with loss: 1.2358849048614502
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_177.pth saved with loss: 1.2343803644180298
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_178.pth saved with loss: 1.2325855493545532
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_179.pth saved with loss: 1.2303481101989746
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_180.pth saved with loss: 1.2271713018417358
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base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_183.pth saved with loss: 1.2015581130981445
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_184.pth saved with loss: 1.1953991651535034
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_185.pth saved with loss: 1.18805992603302
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_186.pth saved with loss: 1.1869990825653076
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_187.pth saved with loss: 1.1737784147262573
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_188.pth saved with loss: 1.1843106746673584
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_189.pth saved with loss: 1.1852399110794067
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_190.pth saved with loss: 1.1853774785995483
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_191.pth saved with loss: 1.1857887506484985
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_192.pth saved with loss: 1.183579683303833
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_193.pth saved with loss: 1.164002537727356
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_194.pth saved with loss: 1.2205950021743774
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_195.pth saved with loss: 1.2664272785186768
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_196.pth saved with loss: 1.2816182374954224
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_197.pth saved with loss: 1.305185317993164
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_198.pth saved with loss: 1.3122978210449219
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_199.pth saved with loss: 1.3211674690246582
base_loss_learning_rate_sweep/one_fifth/lr_0.003/controllers/controller_200.pth saved with loss: 1.3256176710128784
base_loss_learning_rate_sweep/three/lr_1.000/controllers/controller_0.pth saved with loss: 147.53147888183594
base_loss_learning_rate_sweep/three/lr_1.000/controllers/controller_1.pth saved with loss: 117119.7890625
base_loss_learning_rate_sweep/three/lr_1.000/controllers/controller_2.pth saved with loss: 375530.71875
base_loss_learning_rate_sweep/three/lr_1.000/controllers/controller_3.pth saved with loss: 375530.71875
base_loss_learning_rate_sweep/three/lr_1.000/controllers/controller_4.pth saved with loss: 375530.71875
base_loss_learning_rate_sweep/three/lr_1.000/controllers/controller_5.pth saved with loss: 375530.71875
base_loss_learning_rate_sweep/three/lr_1.000/controllers/controller_6.pth saved with loss: 375530.71875
base_loss_learning_rate_sweep/three/lr_1.000/controllers/controller_7.pth saved with loss: 375530.71875
Loss unchanged for 5 epochs at epoch 7. Terminating training for three with learning rate 1.
base_loss_learning_rate_sweep/three/lr_0.900/controllers/controller_0.pth saved with loss: 147.53147888183594
base_loss_learning_rate_sweep/three/lr_0.900/controllers/controller_1.pth saved with loss: 73695.9921875
base_loss_learning_rate_sweep/three/lr_0.900/controllers/controller_2.pth saved with loss: 156941.203125
base_loss_learning_rate_sweep/three/lr_0.900/controllers/controller_3.pth saved with loss: 16.276460647583008
base_loss_learning_rate_sweep/three/lr_0.900/controllers/controller_4.pth saved with loss: nan
base_loss_learning_rate_sweep/three/lr_0.900/controllers/controller_5.pth saved with loss: nan
base_loss_learning_rate_sweep/three/lr_0.900/controllers/controller_6.pth saved with loss: nan
base_loss_learning_rate_sweep/three/lr_0.900/controllers/controller_7.pth saved with loss: nan
Consecutive NaN detected for 5 epochs at epoch 8. Terminating training for three with learning rate 0.9.
base_loss_learning_rate_sweep/three/lr_0.800/controllers/controller_0.pth saved with loss: 147.53147888183594
base_loss_learning_rate_sweep/three/lr_0.800/controllers/controller_1.pth saved with loss: 1054.843994140625
base_loss_learning_rate_sweep/three/lr_0.800/controllers/controller_2.pth saved with loss: 11.821290016174316
base_loss_learning_rate_sweep/three/lr_0.800/controllers/controller_3.pth saved with loss: 2.5290067195892334
base_loss_learning_rate_sweep/three/lr_0.800/controllers/controller_4.pth saved with loss: 1.7929779291152954
base_loss_learning_rate_sweep/three/lr_0.800/controllers/controller_5.pth saved with loss: nan
base_loss_learning_rate_sweep/three/lr_0.800/controllers/controller_6.pth saved with loss: nan
base_loss_learning_rate_sweep/three/lr_0.800/controllers/controller_7.pth saved with loss: nan
base_loss_learning_rate_sweep/three/lr_0.800/controllers/controller_8.pth saved with loss: nan
Consecutive NaN detected for 5 epochs at epoch 9. Terminating training for three with learning rate 0.8.
base_loss_learning_rate_sweep/three/lr_0.700/controllers/controller_0.pth saved with loss: 147.53147888183594
base_loss_learning_rate_sweep/three/lr_0.700/controllers/controller_1.pth saved with loss: 44.23457717895508
base_loss_learning_rate_sweep/three/lr_0.700/controllers/controller_2.pth saved with loss: 1.3076660633087158
base_loss_learning_rate_sweep/three/lr_0.700/controllers/controller_3.pth saved with loss: 1.1377251148223877
base_loss_learning_rate_sweep/three/lr_0.700/controllers/controller_4.pth saved with loss: 1.322084665298462
base_loss_learning_rate_sweep/three/lr_0.700/controllers/controller_5.pth saved with loss: 1.390428066253662
base_loss_learning_rate_sweep/three/lr_0.700/controllers/controller_6.pth saved with loss: nan
base_loss_learning_rate_sweep/three/lr_0.700/controllers/controller_7.pth saved with loss: nan
base_loss_learning_rate_sweep/three/lr_0.700/controllers/controller_8.pth saved with loss: nan
base_loss_learning_rate_sweep/three/lr_0.700/controllers/controller_9.pth saved with loss: nan
Consecutive NaN detected for 5 epochs at epoch 10. Terminating training for three with learning rate 0.7.
base_loss_learning_rate_sweep/three/lr_0.600/controllers/controller_0.pth saved with loss: 147.53147888183594
base_loss_learning_rate_sweep/three/lr_0.600/controllers/controller_1.pth saved with loss: 6.612940311431885
base_loss_learning_rate_sweep/three/lr_0.600/controllers/controller_2.pth saved with loss: 1.295833945274353
base_loss_learning_rate_sweep/three/lr_0.600/controllers/controller_3.pth saved with loss: 1.258835792541504
base_loss_learning_rate_sweep/three/lr_0.600/controllers/controller_4.pth saved with loss: 1.0151455402374268
base_loss_learning_rate_sweep/three/lr_0.600/controllers/controller_5.pth saved with loss: 0.856471598148346
base_loss_learning_rate_sweep/three/lr_0.600/controllers/controller_6.pth saved with loss: nan
base_loss_learning_rate_sweep/three/lr_0.600/controllers/controller_7.pth saved with loss: nan
base_loss_learning_rate_sweep/three/lr_0.600/controllers/controller_8.pth saved with loss: nan
base_loss_learning_rate_sweep/three/lr_0.600/controllers/controller_9.pth saved with loss: nan
Consecutive NaN detected for 5 epochs at epoch 10. Terminating training for three with learning rate 0.6.
base_loss_learning_rate_sweep/three/lr_0.500/controllers/controller_0.pth saved with loss: 147.53147888183594
base_loss_learning_rate_sweep/three/lr_0.500/controllers/controller_1.pth saved with loss: 2.6925153732299805
base_loss_learning_rate_sweep/three/lr_0.500/controllers/controller_2.pth saved with loss: 1.0060514211654663
base_loss_learning_rate_sweep/three/lr_0.500/controllers/controller_3.pth saved with loss: 1.0119602680206299
base_loss_learning_rate_sweep/three/lr_0.500/controllers/controller_4.pth saved with loss: 0.8628219366073608
base_loss_learning_rate_sweep/three/lr_0.500/controllers/controller_5.pth saved with loss: 0.6910416483879089
base_loss_learning_rate_sweep/three/lr_0.500/controllers/controller_6.pth saved with loss: 0.5470321774482727
base_loss_learning_rate_sweep/three/lr_0.500/controllers/controller_7.pth saved with loss: 0.4616629183292389
base_loss_learning_rate_sweep/three/lr_0.500/controllers/controller_8.pth saved with loss: nan
base_loss_learning_rate_sweep/three/lr_0.500/controllers/controller_9.pth saved with loss: nan
base_loss_learning_rate_sweep/three/lr_0.500/controllers/controller_10.pth saved with loss: nan
base_loss_learning_rate_sweep/three/lr_0.500/controllers/controller_11.pth saved with loss: nan
Consecutive NaN detected for 5 epochs at epoch 12. Terminating training for three with learning rate 0.5.
base_loss_learning_rate_sweep/three/lr_0.400/controllers/controller_0.pth saved with loss: 147.53147888183594
base_loss_learning_rate_sweep/three/lr_0.400/controllers/controller_1.pth saved with loss: 2.8993139266967773
base_loss_learning_rate_sweep/three/lr_0.400/controllers/controller_2.pth saved with loss: 1.4062789678573608
base_loss_learning_rate_sweep/three/lr_0.400/controllers/controller_3.pth saved with loss: 1.350577473640442
base_loss_learning_rate_sweep/three/lr_0.400/controllers/controller_4.pth saved with loss: 1.0906323194503784
base_loss_learning_rate_sweep/three/lr_0.400/controllers/controller_5.pth saved with loss: 0.8987999558448792
base_loss_learning_rate_sweep/three/lr_0.400/controllers/controller_6.pth saved with loss: 0.751189112663269
base_loss_learning_rate_sweep/three/lr_0.400/controllers/controller_7.pth saved with loss: 0.6213540434837341
base_loss_learning_rate_sweep/three/lr_0.400/controllers/controller_8.pth saved with loss: 0.445861279964447
base_loss_learning_rate_sweep/three/lr_0.400/controllers/controller_9.pth saved with loss: 0.36491069197654724
base_loss_learning_rate_sweep/three/lr_0.400/controllers/controller_10.pth saved with loss: 0.5330243110656738
base_loss_learning_rate_sweep/three/lr_0.400/controllers/controller_11.pth saved with loss: 1601.400390625
base_loss_learning_rate_sweep/three/lr_0.400/controllers/controller_12.pth saved with loss: 14291.423828125
base_loss_learning_rate_sweep/three/lr_0.400/controllers/controller_13.pth saved with loss: 20591.9921875
base_loss_learning_rate_sweep/three/lr_0.400/controllers/controller_14.pth saved with loss: 18912.591796875
base_loss_learning_rate_sweep/three/lr_0.400/controllers/controller_15.pth saved with loss: 24395.0078125
base_loss_learning_rate_sweep/three/lr_0.400/controllers/controller_16.pth saved with loss: 21650.771484375
base_loss_learning_rate_sweep/three/lr_0.400/controllers/controller_17.pth saved with loss: 12940.263671875
base_loss_learning_rate_sweep/three/lr_0.400/controllers/controller_18.pth saved with loss: 6977.15625
base_loss_learning_rate_sweep/three/lr_0.400/controllers/controller_19.pth saved with loss: 2635.4169921875
base_loss_learning_rate_sweep/three/lr_0.400/controllers/controller_20.pth saved with loss: 778.6220092773438
base_loss_learning_rate_sweep/three/lr_0.400/controllers/controller_21.pth saved with loss: 206.97682189941406
base_loss_learning_rate_sweep/three/lr_0.400/controllers/controller_22.pth saved with loss: 83.3564453125
base_loss_learning_rate_sweep/three/lr_0.400/controllers/controller_23.pth saved with loss: 40.714534759521484
base_loss_learning_rate_sweep/three/lr_0.400/controllers/controller_24.pth saved with loss: 30.70235824584961
base_loss_learning_rate_sweep/three/lr_0.400/controllers/controller_25.pth saved with loss: 29.35940933227539
base_loss_learning_rate_sweep/three/lr_0.400/controllers/controller_26.pth saved with loss: 30.878244400024414
base_loss_learning_rate_sweep/three/lr_0.400/controllers/controller_27.pth saved with loss: 58.30175018310547
base_loss_learning_rate_sweep/three/lr_0.400/controllers/controller_28.pth saved with loss: 29.131345748901367
base_loss_learning_rate_sweep/three/lr_0.400/controllers/controller_29.pth saved with loss: 18.61041831970215
base_loss_learning_rate_sweep/three/lr_0.400/controllers/controller_30.pth saved with loss: 4.101516246795654
base_loss_learning_rate_sweep/three/lr_0.400/controllers/controller_31.pth saved with loss: 1.8870397806167603
base_loss_learning_rate_sweep/three/lr_0.400/controllers/controller_32.pth saved with loss: nan
base_loss_learning_rate_sweep/three/lr_0.400/controllers/controller_33.pth saved with loss: nan
base_loss_learning_rate_sweep/three/lr_0.400/controllers/controller_34.pth saved with loss: nan
base_loss_learning_rate_sweep/three/lr_0.400/controllers/controller_35.pth saved with loss: nan
Consecutive NaN detected for 5 epochs at epoch 36. Terminating training for three with learning rate 0.4.
base_loss_learning_rate_sweep/three/lr_0.300/controllers/controller_0.pth saved with loss: 147.53147888183594
base_loss_learning_rate_sweep/three/lr_0.300/controllers/controller_1.pth saved with loss: 4.539264678955078
base_loss_learning_rate_sweep/three/lr_0.300/controllers/controller_2.pth saved with loss: 1.4096364974975586
base_loss_learning_rate_sweep/three/lr_0.300/controllers/controller_3.pth saved with loss: 1.5117967128753662
base_loss_learning_rate_sweep/three/lr_0.300/controllers/controller_4.pth saved with loss: 1.5491447448730469
base_loss_learning_rate_sweep/three/lr_0.300/controllers/controller_5.pth saved with loss: 1.518785834312439
base_loss_learning_rate_sweep/three/lr_0.300/controllers/controller_6.pth saved with loss: 1.451342225074768
base_loss_learning_rate_sweep/three/lr_0.300/controllers/controller_7.pth saved with loss: 1.370967149734497
base_loss_learning_rate_sweep/three/lr_0.300/controllers/controller_8.pth saved with loss: 1.290228009223938
base_loss_learning_rate_sweep/three/lr_0.300/controllers/controller_9.pth saved with loss: 1.2073137760162354
base_loss_learning_rate_sweep/three/lr_0.300/controllers/controller_10.pth saved with loss: 1.1160789728164673
base_loss_learning_rate_sweep/three/lr_0.300/controllers/controller_11.pth saved with loss: 0.9943879842758179
base_loss_learning_rate_sweep/three/lr_0.300/controllers/controller_12.pth saved with loss: 0.8324974179267883
base_loss_learning_rate_sweep/three/lr_0.300/controllers/controller_13.pth saved with loss: 0.6939564943313599
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Consecutive NaN detected for 5 epochs at epoch 20. Terminating training for three with learning rate 0.3.
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base_loss_learning_rate_sweep/five/lr_1.000/controllers/controller_4.pth saved with loss: nan
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Consecutive NaN detected for 5 epochs at epoch 8. Terminating training for five with learning rate 1.
base_loss_learning_rate_sweep/five/lr_0.900/controllers/controller_0.pth saved with loss: 9022.2587890625
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Consecutive NaN detected for 5 epochs at epoch 9. Terminating training for five with learning rate 0.9.
base_loss_learning_rate_sweep/five/lr_0.800/controllers/controller_0.pth saved with loss: 9022.2587890625
base_loss_learning_rate_sweep/five/lr_0.800/controllers/controller_1.pth saved with loss: 3.3278462886810303
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base_loss_learning_rate_sweep/five/lr_0.800/controllers/controller_6.pth saved with loss: nan
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base_loss_learning_rate_sweep/five/lr_0.800/controllers/controller_9.pth saved with loss: nan
Consecutive NaN detected for 5 epochs at epoch 10. Terminating training for five with learning rate 0.8.
base_loss_learning_rate_sweep/five/lr_0.700/controllers/controller_0.pth saved with loss: 9022.2587890625
base_loss_learning_rate_sweep/five/lr_0.700/controllers/controller_1.pth saved with loss: 2.9760751724243164
base_loss_learning_rate_sweep/five/lr_0.700/controllers/controller_2.pth saved with loss: 2.6220152378082275
base_loss_learning_rate_sweep/five/lr_0.700/controllers/controller_3.pth saved with loss: 2.1410739421844482
base_loss_learning_rate_sweep/five/lr_0.700/controllers/controller_4.pth saved with loss: 1.5488426685333252
base_loss_learning_rate_sweep/five/lr_0.700/controllers/controller_5.pth saved with loss: 1.053941249847412
base_loss_learning_rate_sweep/five/lr_0.700/controllers/controller_6.pth saved with loss: nan
base_loss_learning_rate_sweep/five/lr_0.700/controllers/controller_7.pth saved with loss: nan
base_loss_learning_rate_sweep/five/lr_0.700/controllers/controller_8.pth saved with loss: nan
base_loss_learning_rate_sweep/five/lr_0.700/controllers/controller_9.pth saved with loss: nan
Consecutive NaN detected for 5 epochs at epoch 10. Terminating training for five with learning rate 0.7.
base_loss_learning_rate_sweep/five/lr_0.600/controllers/controller_0.pth saved with loss: 9022.2587890625
base_loss_learning_rate_sweep/five/lr_0.600/controllers/controller_1.pth saved with loss: 2.6557106971740723
base_loss_learning_rate_sweep/five/lr_0.600/controllers/controller_2.pth saved with loss: 2.378608226776123
base_loss_learning_rate_sweep/five/lr_0.600/controllers/controller_3.pth saved with loss: 1.9489076137542725
base_loss_learning_rate_sweep/five/lr_0.600/controllers/controller_4.pth saved with loss: 1.388096809387207
base_loss_learning_rate_sweep/five/lr_0.600/controllers/controller_5.pth saved with loss: 0.9401108026504517
base_loss_learning_rate_sweep/five/lr_0.600/controllers/controller_6.pth saved with loss: 0.6727041006088257
base_loss_learning_rate_sweep/five/lr_0.600/controllers/controller_7.pth saved with loss: 2153934848.0
base_loss_learning_rate_sweep/five/lr_0.600/controllers/controller_8.pth saved with loss: 4916342272.0
base_loss_learning_rate_sweep/five/lr_0.600/controllers/controller_9.pth saved with loss: 4916342272.0
base_loss_learning_rate_sweep/five/lr_0.600/controllers/controller_10.pth saved with loss: 4916342272.0
base_loss_learning_rate_sweep/five/lr_0.600/controllers/controller_11.pth saved with loss: 4916342272.0
base_loss_learning_rate_sweep/five/lr_0.600/controllers/controller_12.pth saved with loss: 4916342272.0
base_loss_learning_rate_sweep/five/lr_0.600/controllers/controller_13.pth saved with loss: 4916342272.0
Loss unchanged for 5 epochs at epoch 13. Terminating training for five with learning rate 0.6.
base_loss_learning_rate_sweep/five/lr_0.500/controllers/controller_0.pth saved with loss: 9022.2587890625
base_loss_learning_rate_sweep/five/lr_0.500/controllers/controller_1.pth saved with loss: 2.133845090866089
base_loss_learning_rate_sweep/five/lr_0.500/controllers/controller_2.pth saved with loss: 2.3031303882598877
base_loss_learning_rate_sweep/five/lr_0.500/controllers/controller_3.pth saved with loss: 1.9755902290344238
base_loss_learning_rate_sweep/five/lr_0.500/controllers/controller_4.pth saved with loss: 1.4275221824645996
base_loss_learning_rate_sweep/five/lr_0.500/controllers/controller_5.pth saved with loss: 0.941654622554779
base_loss_learning_rate_sweep/five/lr_0.500/controllers/controller_6.pth saved with loss: 0.8686284422874451
base_loss_learning_rate_sweep/five/lr_0.500/controllers/controller_7.pth saved with loss: 0.6571183800697327
base_loss_learning_rate_sweep/five/lr_0.500/controllers/controller_8.pth saved with loss: 0.6279698014259338
base_loss_learning_rate_sweep/five/lr_0.500/controllers/controller_9.pth saved with loss: 4022965248.0
base_loss_learning_rate_sweep/five/lr_0.500/controllers/controller_10.pth saved with loss: 4916342272.0
base_loss_learning_rate_sweep/five/lr_0.500/controllers/controller_11.pth saved with loss: 4916342272.0
base_loss_learning_rate_sweep/five/lr_0.500/controllers/controller_12.pth saved with loss: 4916342272.0
base_loss_learning_rate_sweep/five/lr_0.500/controllers/controller_13.pth saved with loss: 4916342272.0
base_loss_learning_rate_sweep/five/lr_0.500/controllers/controller_14.pth saved with loss: 4916342272.0
base_loss_learning_rate_sweep/five/lr_0.500/controllers/controller_15.pth saved with loss: 4916342272.0
Loss unchanged for 5 epochs at epoch 15. Terminating training for five with learning rate 0.5.
base_loss_learning_rate_sweep/five/lr_0.400/controllers/controller_0.pth saved with loss: 9022.2587890625
base_loss_learning_rate_sweep/five/lr_0.400/controllers/controller_1.pth saved with loss: 2.362724542617798
base_loss_learning_rate_sweep/five/lr_0.400/controllers/controller_2.pth saved with loss: 2.392826795578003
base_loss_learning_rate_sweep/five/lr_0.400/controllers/controller_3.pth saved with loss: 2.2736353874206543
base_loss_learning_rate_sweep/five/lr_0.400/controllers/controller_4.pth saved with loss: 1.9006738662719727
base_loss_learning_rate_sweep/five/lr_0.400/controllers/controller_5.pth saved with loss: 1.394894003868103
base_loss_learning_rate_sweep/five/lr_0.400/controllers/controller_6.pth saved with loss: 0.9551928043365479
base_loss_learning_rate_sweep/five/lr_0.400/controllers/controller_7.pth saved with loss: 0.7115665674209595
base_loss_learning_rate_sweep/five/lr_0.400/controllers/controller_8.pth saved with loss: 0.5500522255897522
base_loss_learning_rate_sweep/five/lr_0.400/controllers/controller_9.pth saved with loss: 0.45250430703163147
base_loss_learning_rate_sweep/five/lr_0.400/controllers/controller_10.pth saved with loss: 0.38881200551986694
base_loss_learning_rate_sweep/five/lr_0.400/controllers/controller_11.pth saved with loss: 0.34427231550216675
base_loss_learning_rate_sweep/five/lr_0.400/controllers/controller_12.pth saved with loss: 0.31002360582351685
base_loss_learning_rate_sweep/five/lr_0.400/controllers/controller_13.pth saved with loss: 0.2798919677734375
base_loss_learning_rate_sweep/five/lr_0.400/controllers/controller_14.pth saved with loss: 0.255569726228714
base_loss_learning_rate_sweep/five/lr_0.400/controllers/controller_15.pth saved with loss: 14.465670585632324
base_loss_learning_rate_sweep/five/lr_0.400/controllers/controller_16.pth saved with loss: 99704.53125
base_loss_learning_rate_sweep/five/lr_0.400/controllers/controller_17.pth saved with loss: 963.663818359375
base_loss_learning_rate_sweep/five/lr_0.400/controllers/controller_18.pth saved with loss: 1015.0718383789062
base_loss_learning_rate_sweep/five/lr_0.400/controllers/controller_19.pth saved with loss: 975.5271606445312
base_loss_learning_rate_sweep/five/lr_0.400/controllers/controller_20.pth saved with loss: 928.832275390625
base_loss_learning_rate_sweep/five/lr_0.400/controllers/controller_21.pth saved with loss: 921.9561767578125
base_loss_learning_rate_sweep/five/lr_0.400/controllers/controller_22.pth saved with loss: 968.0391845703125
base_loss_learning_rate_sweep/five/lr_0.400/controllers/controller_23.pth saved with loss: 908.3063354492188
base_loss_learning_rate_sweep/five/lr_0.400/controllers/controller_24.pth saved with loss: 907.8488159179688
base_loss_learning_rate_sweep/five/lr_0.400/controllers/controller_25.pth saved with loss: 891.1127319335938
base_loss_learning_rate_sweep/five/lr_0.400/controllers/controller_26.pth saved with loss: 879.9981079101562
base_loss_learning_rate_sweep/five/lr_0.400/controllers/controller_27.pth saved with loss: nan
base_loss_learning_rate_sweep/five/lr_0.400/controllers/controller_28.pth saved with loss: nan
base_loss_learning_rate_sweep/five/lr_0.400/controllers/controller_29.pth saved with loss: nan
base_loss_learning_rate_sweep/five/lr_0.400/controllers/controller_30.pth saved with loss: nan
Consecutive NaN detected for 5 epochs at epoch 31. Terminating training for five with learning rate 0.4.
base_loss_learning_rate_sweep/five/lr_0.300/controllers/controller_0.pth saved with loss: 9022.2587890625
base_loss_learning_rate_sweep/five/lr_0.300/controllers/controller_1.pth saved with loss: 6.646026134490967
base_loss_learning_rate_sweep/five/lr_0.300/controllers/controller_2.pth saved with loss: 0.6921998858451843
base_loss_learning_rate_sweep/five/lr_0.300/controllers/controller_3.pth saved with loss: 0.5801647901535034
base_loss_learning_rate_sweep/five/lr_0.300/controllers/controller_4.pth saved with loss: 0.5539664030075073
base_loss_learning_rate_sweep/five/lr_0.300/controllers/controller_5.pth saved with loss: 0.5352448225021362
base_loss_learning_rate_sweep/five/lr_0.300/controllers/controller_6.pth saved with loss: 0.516973078250885
base_loss_learning_rate_sweep/five/lr_0.300/controllers/controller_7.pth saved with loss: 0.49768322706222534
base_loss_learning_rate_sweep/five/lr_0.300/controllers/controller_8.pth saved with loss: 0.47827211022377014
base_loss_learning_rate_sweep/five/lr_0.300/controllers/controller_9.pth saved with loss: 0.45960789918899536
base_loss_learning_rate_sweep/five/lr_0.300/controllers/controller_10.pth saved with loss: 0.44195565581321716
base_loss_learning_rate_sweep/five/lr_0.300/controllers/controller_11.pth saved with loss: 0.425246924161911
base_loss_learning_rate_sweep/five/lr_0.300/controllers/controller_12.pth saved with loss: 0.4094034433364868
base_loss_learning_rate_sweep/five/lr_0.300/controllers/controller_13.pth saved with loss: 0.3944760262966156
base_loss_learning_rate_sweep/five/lr_0.300/controllers/controller_14.pth saved with loss: 0.3805064260959625
base_loss_learning_rate_sweep/five/lr_0.300/controllers/controller_15.pth saved with loss: 0.3674965798854828
base_loss_learning_rate_sweep/five/lr_0.300/controllers/controller_16.pth saved with loss: 0.35542601346969604
base_loss_learning_rate_sweep/five/lr_0.300/controllers/controller_17.pth saved with loss: 0.3442697525024414
base_loss_learning_rate_sweep/five/lr_0.300/controllers/controller_18.pth saved with loss: 0.33402371406555176
base_loss_learning_rate_sweep/five/lr_0.300/controllers/controller_19.pth saved with loss: 0.3246816098690033
base_loss_learning_rate_sweep/five/lr_0.300/controllers/controller_20.pth saved with loss: 0.31616491079330444
base_loss_learning_rate_sweep/five/lr_0.300/controllers/controller_21.pth saved with loss: 0.30842363834381104
base_loss_learning_rate_sweep/five/lr_0.300/controllers/controller_22.pth saved with loss: 0.3014298379421234
base_loss_learning_rate_sweep/five/lr_0.300/controllers/controller_23.pth saved with loss: 0.29512548446655273
base_loss_learning_rate_sweep/five/lr_0.300/controllers/controller_24.pth saved with loss: 0.2894197404384613
base_loss_learning_rate_sweep/five/lr_0.300/controllers/controller_25.pth saved with loss: 0.28433334827423096
base_loss_learning_rate_sweep/five/lr_0.300/controllers/controller_26.pth saved with loss: 0.279852956533432
base_loss_learning_rate_sweep/five/lr_0.300/controllers/controller_27.pth saved with loss: 0.2758702337741852
base_loss_learning_rate_sweep/five/lr_0.300/controllers/controller_28.pth saved with loss: 0.2723054885864258
base_loss_learning_rate_sweep/five/lr_0.300/controllers/controller_29.pth saved with loss: 0.2691437005996704
base_loss_learning_rate_sweep/five/lr_0.300/controllers/controller_30.pth saved with loss: 0.26628929376602173
base_loss_learning_rate_sweep/five/lr_0.300/controllers/controller_31.pth saved with loss: 0.2636895775794983
base_loss_learning_rate_sweep/five/lr_0.300/controllers/controller_32.pth saved with loss: 0.2613082230091095
base_loss_learning_rate_sweep/five/lr_0.300/controllers/controller_33.pth saved with loss: 0.2591358721256256
base_loss_learning_rate_sweep/five/lr_0.300/controllers/controller_34.pth saved with loss: 0.25713443756103516
base_loss_learning_rate_sweep/five/lr_0.300/controllers/controller_35.pth saved with loss: 546871.1875
base_loss_learning_rate_sweep/five/lr_0.300/controllers/controller_36.pth saved with loss: 2501842176.0
base_loss_learning_rate_sweep/five/lr_0.300/controllers/controller_37.pth saved with loss: 4865546752.0
base_loss_learning_rate_sweep/five/lr_0.300/controllers/controller_38.pth saved with loss: 4806522880.0
base_loss_learning_rate_sweep/five/lr_0.300/controllers/controller_39.pth saved with loss: 4581817856.0
base_loss_learning_rate_sweep/five/lr_0.300/controllers/controller_40.pth saved with loss: 4479803392.0
base_loss_learning_rate_sweep/five/lr_0.300/controllers/controller_41.pth saved with loss: 4458418688.0
base_loss_learning_rate_sweep/five/lr_0.300/controllers/controller_42.pth saved with loss: nan
base_loss_learning_rate_sweep/five/lr_0.300/controllers/controller_43.pth saved with loss: nan
base_loss_learning_rate_sweep/five/lr_0.300/controllers/controller_44.pth saved with loss: nan
base_loss_learning_rate_sweep/five/lr_0.300/controllers/controller_45.pth saved with loss: nan
Consecutive NaN detected for 5 epochs at epoch 46. Terminating training for five with learning rate 0.3.
base_loss_learning_rate_sweep/five/lr_0.250/controllers/controller_0.pth saved with loss: 9022.2587890625
base_loss_learning_rate_sweep/five/lr_0.250/controllers/controller_1.pth saved with loss: 9.433856964111328
base_loss_learning_rate_sweep/five/lr_0.250/controllers/controller_2.pth saved with loss: 2.5299301147460938
base_loss_learning_rate_sweep/five/lr_0.250/controllers/controller_3.pth saved with loss: 3.142794370651245
base_loss_learning_rate_sweep/five/lr_0.250/controllers/controller_4.pth saved with loss: 3.465233564376831
base_loss_learning_rate_sweep/five/lr_0.250/controllers/controller_5.pth saved with loss: 3.6106789112091064
base_loss_learning_rate_sweep/five/lr_0.250/controllers/controller_6.pth saved with loss: 3.592188835144043
base_loss_learning_rate_sweep/five/lr_0.250/controllers/controller_7.pth saved with loss: 3.4246888160705566
base_loss_learning_rate_sweep/five/lr_0.250/controllers/controller_8.pth saved with loss: 3.159924030303955
base_loss_learning_rate_sweep/five/lr_0.250/controllers/controller_9.pth saved with loss: 2.843125104904175
base_loss_learning_rate_sweep/five/lr_0.250/controllers/controller_10.pth saved with loss: 2.502859354019165
base_loss_learning_rate_sweep/five/lr_0.250/controllers/controller_11.pth saved with loss: 2.1569066047668457
base_loss_learning_rate_sweep/five/lr_0.250/controllers/controller_12.pth saved with loss: 1.8219718933105469
base_loss_learning_rate_sweep/five/lr_0.250/controllers/controller_13.pth saved with loss: 1.519317865371704
base_loss_learning_rate_sweep/five/lr_0.250/controllers/controller_14.pth saved with loss: 1.2742528915405273
base_loss_learning_rate_sweep/five/lr_0.250/controllers/controller_15.pth saved with loss: 1.0896445512771606
base_loss_learning_rate_sweep/five/lr_0.250/controllers/controller_16.pth saved with loss: 0.9504628777503967
base_loss_learning_rate_sweep/five/lr_0.250/controllers/controller_17.pth saved with loss: 0.8406355381011963
base_loss_learning_rate_sweep/five/lr_0.250/controllers/controller_18.pth saved with loss: 0.7525423765182495
base_loss_learning_rate_sweep/five/lr_0.250/controllers/controller_19.pth saved with loss: 0.6805659532546997
base_loss_learning_rate_sweep/five/lr_0.250/controllers/controller_20.pth saved with loss: 0.6205721497535706
base_loss_learning_rate_sweep/five/lr_0.250/controllers/controller_21.pth saved with loss: 0.5700027346611023
base_loss_learning_rate_sweep/five/lr_0.250/controllers/controller_22.pth saved with loss: 0.5271663665771484
base_loss_learning_rate_sweep/five/lr_0.250/controllers/controller_23.pth saved with loss: 0.49078914523124695
base_loss_learning_rate_sweep/five/lr_0.250/controllers/controller_24.pth saved with loss: 0.4597688317298889
base_loss_learning_rate_sweep/five/lr_0.250/controllers/controller_25.pth saved with loss: 0.43347999453544617
base_loss_learning_rate_sweep/five/lr_0.250/controllers/controller_26.pth saved with loss: 0.41160839796066284
base_loss_learning_rate_sweep/five/lr_0.250/controllers/controller_27.pth saved with loss: 0.39356037974357605
base_loss_learning_rate_sweep/five/lr_0.250/controllers/controller_28.pth saved with loss: 0.3781180679798126
base_loss_learning_rate_sweep/five/lr_0.250/controllers/controller_29.pth saved with loss: 0.3649483621120453
base_loss_learning_rate_sweep/five/lr_0.250/controllers/controller_30.pth saved with loss: 0.35368606448173523
base_loss_learning_rate_sweep/five/lr_0.250/controllers/controller_31.pth saved with loss: 0.34402111172676086
base_loss_learning_rate_sweep/five/lr_0.250/controllers/controller_32.pth saved with loss: 0.33566585183143616
base_loss_learning_rate_sweep/five/lr_0.250/controllers/controller_33.pth saved with loss: 0.328347772359848
base_loss_learning_rate_sweep/five/lr_0.250/controllers/controller_34.pth saved with loss: 0.32193684577941895
base_loss_learning_rate_sweep/five/lr_0.250/controllers/controller_35.pth saved with loss: 0.3162860572338104
base_loss_learning_rate_sweep/five/lr_0.250/controllers/controller_36.pth saved with loss: 0.3112390339374542
base_loss_learning_rate_sweep/five/lr_0.250/controllers/controller_37.pth saved with loss: 0.3067215085029602
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base_loss_learning_rate_sweep/five/lr_0.250/controllers/controller_39.pth saved with loss: 0.29889318346977234
base_loss_learning_rate_sweep/five/lr_0.250/controllers/controller_40.pth saved with loss: 0.29553481936454773
base_loss_learning_rate_sweep/five/lr_0.250/controllers/controller_41.pth saved with loss: 0.29249563813209534
base_loss_learning_rate_sweep/five/lr_0.250/controllers/controller_42.pth saved with loss: 0.28975072503089905
base_loss_learning_rate_sweep/five/lr_0.250/controllers/controller_43.pth saved with loss: 0.28725308179855347
base_loss_learning_rate_sweep/five/lr_0.250/controllers/controller_44.pth saved with loss: 0.28496432304382324
base_loss_learning_rate_sweep/five/lr_0.250/controllers/controller_45.pth saved with loss: 0.2828529477119446
base_loss_learning_rate_sweep/five/lr_0.250/controllers/controller_46.pth saved with loss: 0.2808634042739868
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base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_143.pth saved with loss: 119.34547424316406
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_144.pth saved with loss: 118.78247833251953
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_145.pth saved with loss: 118.43366241455078
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_146.pth saved with loss: 118.12821960449219
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_147.pth saved with loss: 117.74102020263672
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_148.pth saved with loss: 117.023193359375
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_149.pth saved with loss: 118.93740844726562
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_150.pth saved with loss: 119.89824676513672
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_151.pth saved with loss: 120.37339782714844
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_152.pth saved with loss: 120.54845428466797
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_153.pth saved with loss: 120.5039291381836
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_154.pth saved with loss: 120.2508773803711
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_155.pth saved with loss: 119.74303436279297
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_156.pth saved with loss: 118.87834930419922
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_157.pth saved with loss: 116.06034088134766
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_158.pth saved with loss: 116.97679901123047
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_159.pth saved with loss: 117.20667266845703
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_160.pth saved with loss: 117.27363586425781
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_161.pth saved with loss: 117.27104187011719
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_162.pth saved with loss: 117.23406982421875
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_163.pth saved with loss: 117.1791000366211
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_164.pth saved with loss: 117.11459350585938
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_165.pth saved with loss: 117.04459381103516
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_166.pth saved with loss: 116.971923828125
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_167.pth saved with loss: 116.8958511352539
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_168.pth saved with loss: 116.815185546875
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_169.pth saved with loss: 116.7279281616211
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_170.pth saved with loss: 116.63368225097656
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_171.pth saved with loss: 116.53009033203125
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_172.pth saved with loss: 116.41732788085938
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_173.pth saved with loss: 116.29596710205078
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_174.pth saved with loss: 116.16725158691406
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_175.pth saved with loss: 116.0330581665039
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_176.pth saved with loss: 115.89540100097656
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_177.pth saved with loss: 115.7552719116211
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_178.pth saved with loss: 115.61406707763672
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_179.pth saved with loss: 115.47228240966797
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_180.pth saved with loss: 115.32965850830078
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_181.pth saved with loss: 115.18595123291016
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_182.pth saved with loss: 115.04006958007812
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_183.pth saved with loss: 114.89013671875
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_184.pth saved with loss: 114.73365783691406
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_185.pth saved with loss: 114.56776428222656
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_186.pth saved with loss: 114.38726043701172
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_187.pth saved with loss: 114.18212127685547
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_188.pth saved with loss: 113.93012237548828
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_189.pth saved with loss: 113.56849670410156
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_190.pth saved with loss: 113.1717300415039
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_191.pth saved with loss: 114.64246368408203
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_192.pth saved with loss: 115.82766723632812
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_193.pth saved with loss: 110.32905578613281
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_194.pth saved with loss: 116.33597564697266
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_195.pth saved with loss: 111.70674896240234
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_196.pth saved with loss: 112.64942932128906
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_197.pth saved with loss: 113.70431518554688
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_198.pth saved with loss: 114.73318481445312
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_199.pth saved with loss: 115.6131820678711
base_loss_learning_rate_sweep/five/lr_0.003/controllers/controller_200.pth saved with loss: 116.27291870117188
Training complete. Models and logs are saved under respective directories for each loss function.