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- [2021-09-22 22:36:11,013][eval.py][line:29][INFO] Namespace(n_epochs=200, batch_size=100, gen_lr=0.0002, reg_lr=0.0001, load=False, N=1200, img_size=28, channels=1, latent_dim=8, std=5, N_train=59000, N_valid=1000, N_test=10000, N_gen=10000, batchsize=100, load_epoch=199, sigma=None)
- [2021-09-22 22:36:14,076][eval.py][line:40][INFO] model/model199.pkl loaded!
- [2021-09-22 22:37:04,696][parzen_ll.py][line:32][INFO] sigma = 0.10000, nll = 134.13950
- [2021-09-22 22:37:53,652][parzen_ll.py][line:32][INFO] sigma = 0.10885, nll = 214.54500
- [2021-09-22 22:38:42,424][parzen_ll.py][line:32][INFO] sigma = 0.11849, nll = 272.02469
- [2021-09-22 22:39:31,295][parzen_ll.py][line:32][INFO] sigma = 0.12898, nll = 310.15628
- [2021-09-22 22:40:20,233][parzen_ll.py][line:32][INFO] sigma = 0.14040, nll = 331.95923
- [2021-09-22 22:41:09,547][parzen_ll.py][line:32][INFO] sigma = 0.15283, nll = 339.98175
- [2021-09-22 22:41:58,592][parzen_ll.py][line:32][INFO] sigma = 0.16636, nll = 336.37445
- [2021-09-22 22:42:47,405][parzen_ll.py][line:32][INFO] sigma = 0.18109, nll = 322.95239
- [2021-09-22 22:43:36,278][parzen_ll.py][line:32][INFO] sigma = 0.19712, nll = 301.24728
- [2021-09-22 22:44:25,773][parzen_ll.py][line:32][INFO] sigma = 0.21457, nll = 272.55197
- [2021-09-22 22:45:14,918][parzen_ll.py][line:32][INFO] sigma = 0.23357, nll = 237.95757
- [2021-09-22 22:46:04,425][parzen_ll.py][line:32][INFO] sigma = 0.25425, nll = 198.38503
- [2021-09-22 22:46:53,499][parzen_ll.py][line:32][INFO] sigma = 0.27676, nll = 154.61174
- [2021-09-22 22:47:42,820][parzen_ll.py][line:32][INFO] sigma = 0.30126, nll = 107.29364
- [2021-09-22 22:48:31,739][parzen_ll.py][line:32][INFO] sigma = 0.32794, nll = 56.98472
- [2021-09-22 22:49:20,855][parzen_ll.py][line:32][INFO] sigma = 0.35697, nll = 4.15245
- [2021-09-22 22:50:12,029][parzen_ll.py][line:32][INFO] sigma = 0.38857, nll = -50.80835
- [2021-09-22 22:51:02,573][parzen_ll.py][line:32][INFO] sigma = 0.42298, nll = -107.56423
- [2021-09-22 22:51:53,383][parzen_ll.py][line:32][INFO] sigma = 0.46042, nll = -165.83350
- [2021-09-22 22:52:43,005][parzen_ll.py][line:32][INFO] sigma = 0.50119, nll = -225.37804
- [2021-09-22 22:52:43,063][eval.py][line:68][INFO] Using Sigma: 0.1528306732658769
- [2021-09-22 23:01:01,836][eval.py][line:75][INFO] Log-Likelihood of test set = 339.798095703125, se: 1.8787741088867187
- [2021-09-22 23:01:51,657][eval.py][line:78][INFO] Log-Likelihood of valid set = 339.98175048828125, se: 6.136394588283741
- [2021-09-22 23:01:51,657][eval.py][line:80][INFO] finish evaluation
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