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log.txt
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log.txt
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unsupervised_epochs=9 classifier_epochs=40 num_tra
Encoded feature size: 1024
Validation sanity check: 0it [00:00, ?it/s]Validation sanity check: 0%| | 0/2 [00:00<?, ?it/s]Validation sanity check: 50%|█████ | 1/2 [00:01<00:01, 1.61s/it] Training: 0it [00:00, ?it/s]Training: 0%| | 0/548 [00:00<?, ?it/s]Epoch 0: 0%| | 0/548 [00:00<?, ?it/s] Epoch 0: 0%| | 1/548 [00:00<04:17, 2.12it/s]Epoch 0: 0%| | 1/548 [00:00<04:17, 2.12it/s, loss=0.965, v_num=_tra]Epoch 0: 0%| | 2/548 [00:00<02:13, 4.08it/s, loss=0.894, v_num=_tra]Epoch 0: 1%| | 3/548 [00:00<01:31, 5.95it/s, loss=0.781, v_num=_tra]Epoch 0: 1%| | 4/548 [00:00<01:10, 7.69it/s, loss=0.687, v_num=_tra]Epoch 0: 1%| | 5/548 [00:00<00:58, 9.26it/s, loss=0.617, v_num=_tra]Epoch 0: 1%| | 6/548 [00:00<00:50, 10.82it/s, loss=0.565, v_num=_tra]Epoch 0: 1%|▏ | 7/548 [00:00<00:43, 12.32it/s, loss=0.522, v_num=_tra]Epoch 0: 1%|▏ | 8/548 [00:00<00:39, 13.73it/s, loss=0.522, v_num=_tra]Epoch 0: 1%|▏ | 8/548 [00:00<00:39, 13.73it/s, loss=0.483, v_num=_tra]Epoch 0: 2%|▏ | 9/548 [00:00<00:35, 14.99it/s, loss=0.452, v_num=_tra]Epoch 0: 2%|▏ | 10/548 [00:00<00:33, 16.26it/s, loss=0.427, v_num=_tra]Epoch 0: 2%|▏ | 11/548 [00:00<00:30, 17.46it/s, loss=0.405, v_num=_tra]Epoch 0: 2%|▏ | 12/548 [00:00<00:28, 18.60it/s, loss=0.386, v_num=_tra]Epoch 0: 2%|▏ | 13/548 [00:00<00:27, 19.65it/s, loss=0.369, v_num=_tra]Epoch 0: 3%|▎ | 14/548 [00:00<00:25, 20.69it/s, loss=0.354, v_num=_tra]Epoch 0: 3%|▎ | 15/548 [00:00<00:24, 21.69it/s, loss=0.354, v_num=_tra]Epoch 0: 3%|▎ | 15/548 [00:00<00:24, 21.69it/s, loss=0.34, v_num=_tra] Epoch 0: 3%|▎ | 16/548 [00:00<00:23, 22.63it/s, loss=0.328, v_num=_tra]Epoch 0: 3%|▎ | 17/548 [00:00<00:22, 23.45it/s, loss=0.317, v_num=_tra]Epoch 0: 3%|▎ | 18/548 [00:00<00:21, 24.32it/s, loss=0.307, v_num=_tra]Epoch 0: 3%|▎ | 19/548 [00:00<00:21, 25.17it/s, loss=0.298, v_num=_tra]Epoch 0: 4%|▎ | 20/548 [00:00<00:20, 25.99it/s, loss=0.29, v_num=_tra] Epoch 0: 4%|▍ | 21/548 [00:00<00:19, 26.77it/s, loss=0.248, v_num=_tra]Epoch 0: 4%|▍ | 22/548 [00:00<00:19, 27.53it/s, loss=0.248, v_num=_tra]Epoch 0: 4%|▍ | 22/548 [00:00<00:19, 27.52it/s, loss=0.213, v_num=_tra]Epoch 0: 4%|▍ | 23/548 [00:00<00:18, 28.26it/s, loss=0.192, v_num=_tra]Epoch 0: 4%|▍ | 24/548 [00:00<00:18, 28.96it/s, loss=0.178, v_num=_tra]Epoch 0: 5%|▍ | 25/548 [00:00<00:17, 29.54it/s, loss=0.167, v_num=_tra]Epoch 0: 5%|▍ | 26/548 [00:00<00:17, 30.20it/s, loss=0.157, v_num=_tra]Epoch 0: 5%|▍ | 27/548 [00:00<00:16, 30.84it/s, loss=0.15, v_num=_tra] Epoch 0: 5%|▌ | 28/548 [00:00<00:16, 31.46it/s, loss=0.145, v_num=_tra]Epoch 0: 5%|▌ | 29/548 [00:00<00:16, 32.05it/s, loss=0.145, v_num=_tra]Epoch 0: 5%|▌ | 29/548 [00:00<00:16, 32.04it/s, loss=0.14, v_num=_tra] Epoch 0: 5%|▌ | 30/548 [00:00<00:15, 32.50it/s, loss=0.136, v_num=_tra]Epoch 0: 6%|▌ | 31/548 [00:00<00:15, 32.99it/s, loss=0.132, v_num=_tra]Epoch 0: 6%|▌ | 32/548 [00:00<00:15, 33.49it/s, loss=0.128, v_num=_tra]Epoch 0: 6%|▌ | 33/548 [00:00<00:15, 33.94it/s, loss=0.125, v_num=_tra]Epoch 0: 6%|▌ | 34/548 [00:00<00:14, 34.45it/s, loss=0.123, 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52.38it/s, loss=0.0485, v_num=_tra]Epoch 0: 22%|██▏ | 119/548 [00:02<00:08, 52.48it/s, loss=0.0483, v_num=_tra]Epoch 0: 22%|██▏ | 120/548 [00:02<00:08, 52.58it/s, loss=0.0479, v_num=_tra]Epoch 0: 22%|██▏ | 121/548 [00:02<00:08, 52.68it/s, loss=0.0474, v_num=_tra]Epoch 0: 22%|██▏ | 122/548 [00:02<00:08, 52.75it/s, loss=0.0472, v_num=_tra]Epoch 0: 22%|██▏ | 123/548 [00:02<00:08, 52.83it/s, loss=0.0472, v_num=_tra]Epoch 0: 22%|██▏ | 123/548 [00:02<00:08, 52.83it/s, loss=0.0467, v_num=_tra]Epoch 0: 23%|██▎ | 124/548 [00:02<00:08, 52.91it/s, loss=0.0464, v_num=_tra]Epoch 0: 23%|██▎ | 125/548 [00:02<00:07, 52.94it/s, loss=0.046, v_num=_tra] Epoch 0: 23%|██▎ | 126/548 [00:02<00:07, 53.03it/s, loss=0.0456, v_num=_tra]Epoch 0: 23%|██▎ | 127/548 [00:02<00:07, 53.17it/s, loss=0.0454, v_num=_tra]Epoch 0: 23%|██▎ | 128/548 [00:02<00:07, 53.26it/s, loss=0.0452, v_num=_tra]Epoch 0: 24%|██▎ | 129/548 [00:02<00:07, 53.28it/s, loss=0.045, v_num=_tra] Epoch 0: 24%|██▎ | 130/548 [00:02<00:07, 53.33it/s, 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[00:06<00:02, 59.75it/s, loss=0.0232, v_num=_tra]Epoch 0: 74%|███████▎ | 403/548 [00:06<00:02, 59.75it/s, loss=0.0232, v_num=_tra]Epoch 0: 74%|███████▎ | 403/548 [00:06<00:02, 59.75it/s, loss=0.0231, v_num=_tra]Epoch 0: 74%|███████▎ | 404/548 [00:06<00:02, 59.76it/s, loss=0.023, v_num=_tra] Epoch 0: 74%|███████▍ | 405/548 [00:06<00:02, 59.77it/s, loss=0.023, v_num=_tra]Epoch 0: 74%|███████▍ | 406/548 [00:06<00:02, 59.78it/s, loss=0.023, v_num=_tra]Epoch 0: 74%|███████▍ | 407/548 [00:06<00:02, 59.79it/s, loss=0.0231, v_num=_tra]Epoch 0: 74%|███████▍ | 408/548 [00:06<00:02, 59.81it/s, loss=0.023, v_num=_tra] Epoch 0: 75%|███████▍ | 409/548 [00:06<00:02, 59.83it/s, loss=0.023, v_num=_tra]Epoch 0: 75%|███████▍ | 410/548 [00:06<00:02, 59.85it/s, loss=0.023, v_num=_tra]Epoch 0: 75%|███████▌ | 411/548 [00:06<00:02, 59.87it/s, loss=0.023, v_num=_tra]Epoch 0: 75%|███████▌ | 411/548 [00:06<00:02, 59.87it/s, loss=0.0229, v_num=_tra]Epoch 0: 75%|███████▌ | 412/548 [00:06<00:02, 59.90it/s, 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v_num=_tra]Epoch 0: 77%|███████▋ | 424/548 [00:07<00:02, 59.97it/s, loss=0.0225, v_num=_tra]Epoch 0: 78%|███████▊ | 425/548 [00:07<00:02, 59.97it/s, loss=0.0226, v_num=_tra]Epoch 0: 78%|███████▊ | 426/548 [00:07<00:02, 59.98it/s, loss=0.0226, v_num=_tra]Epoch 0: 78%|███████▊ | 427/548 [00:07<00:02, 60.01it/s, loss=0.0226, v_num=_tra]Epoch 0: 78%|███████▊ | 427/548 [00:07<00:02, 60.00it/s, loss=0.0226, v_num=_tra]Epoch 0: 78%|███████▊ | 428/548 [00:07<00:01, 60.03it/s, loss=0.0226, v_num=_tra]Epoch 0: 78%|███████▊ | 429/548 [00:07<00:01, 60.06it/s, loss=0.0225, v_num=_tra]Epoch 0: 78%|███████▊ | 430/548 [00:07<00:01, 60.09it/s, loss=0.0226, v_num=_tra]Epoch 0: 79%|███████▊ | 431/548 [00:07<00:01, 60.12it/s, loss=0.0226, v_num=_tra]Epoch 0: 79%|███████▉ | 432/548 [00:07<00:01, 60.15it/s, loss=0.0225, v_num=_tra]Epoch 0: 79%|███████▉ | 433/548 [00:07<00:01, 60.18it/s, loss=0.0226, v_num=_tra]Epoch 0: 79%|███████▉ | 434/548 [00:07<00:01, 60.21it/s, loss=0.0225, v_num=_tra]Epoch 0: 79%|███████▉ | 435/548 [00:07<00:01, 60.24it/s, loss=0.0225, v_num=_tra]Epoch 0: 79%|███████▉ | 435/548 [00:07<00:01, 60.24it/s, loss=0.0225, v_num=_tra]Epoch 0: 80%|███████▉ | 436/548 [00:07<00:01, 60.27it/s, loss=0.0225, v_num=_tra]Epoch 0: 80%|███████▉ | 437/548 [00:07<00:01, 60.26it/s, loss=0.0225, v_num=_tra]Epoch 0: 80%|███████▉ | 438/548 [00:07<00:01, 60.27it/s, loss=0.0225, v_num=_tra]Epoch 0: 80%|████████ | 439/548 [00:07<00:01, 60.29it/s, loss=0.0225, v_num=_tra]Epoch 0: 80%|████████ | 440/548 [00:07<00:01, 60.31it/s, loss=0.0225, v_num=_tra]Epoch 0: 80%|████████ | 441/548 [00:07<00:01, 60.32it/s, loss=0.0226, v_num=_tra]Epoch 0: 81%|████████ | 442/548 [00:07<00:01, 60.33it/s, loss=0.0226, v_num=_tra]Epoch 0: 81%|████████ | 443/548 [00:07<00:01, 60.35it/s, loss=0.0226, v_num=_tra]Epoch 0: 81%|████████ | 443/548 [00:07<00:01, 60.35it/s, loss=0.0226, v_num=_tra]Epoch 0: 81%|████████ | 444/548 [00:07<00:01, 60.34it/s, loss=0.0226, v_num=_tra]Epoch 0: 81%|████████ | 445/548 [00:07<00:01, 60.35it/s, loss=0.0226, v_num=_tra]Epoch 0: 81%|████████▏ | 446/548 [00:07<00:01, 60.35it/s, loss=0.0226, v_num=_tra]Epoch 0: 82%|████████▏ | 447/548 [00:07<00:01, 60.35it/s, loss=0.0227, v_num=_tra]Epoch 0: 82%|████████▏ | 448/548 [00:07<00:01, 60.37it/s, loss=0.0226, v_num=_tra]Epoch 0: 82%|████████▏ | 449/548 [00:07<00:01, 60.38it/s, loss=0.0226, v_num=_tra]Epoch 0: 82%|████████▏ | 450/548 [00:07<00:01, 60.37it/s, loss=0.0227, v_num=_tra]Epoch 0: 82%|████████▏ | 451/548 [00:07<00:01, 60.37it/s, loss=0.0227, v_num=_tra]Epoch 0: 82%|████████▏ | 451/548 [00:07<00:01, 60.36it/s, loss=0.0227, v_num=_tra]Epoch 0: 82%|████████▏ | 452/548 [00:07<00:01, 60.36it/s, loss=0.0228, v_num=_tra]Epoch 0: 83%|████████▎ | 453/548 [00:07<00:01, 60.36it/s, loss=0.0227, v_num=_tra]Epoch 0: 83%|████████▎ | 454/548 [00:07<00:01, 60.37it/s, loss=0.0229, v_num=_tra]Epoch 0: 83%|████████▎ | 455/548 [00:07<00:01, 60.38it/s, loss=0.0229, v_num=_tra]Epoch 0: 83%|████████▎ | 456/548 [00:07<00:01, 60.40it/s, loss=0.023, v_num=_tra] Epoch 0: 83%|████████▎ | 457/548 [00:07<00:01, 60.41it/s, loss=0.0229, v_num=_tra]Epoch 0: 84%|████████▎ | 458/548 [00:07<00:01, 60.40it/s, loss=0.0229, v_num=_tra]Epoch 0: 84%|████████▍ | 459/548 [00:07<00:01, 60.36it/s, loss=0.0229, v_num=_tra]Epoch 0: 84%|████████▍ | 459/548 [00:07<00:01, 60.36it/s, loss=0.0229, v_num=_tra]Epoch 0: 84%|████████▍ | 460/548 [00:07<00:01, 60.34it/s, loss=0.0228, v_num=_tra]Epoch 0: 84%|████████▍ | 461/548 [00:07<00:01, 60.29it/s, loss=0.0227, v_num=_tra]Epoch 0: 84%|████████▍ | 462/548 [00:07<00:01, 60.30it/s, loss=0.0226, v_num=_tra]Epoch 0: 84%|████████▍ | 463/548 [00:07<00:01, 60.29it/s, loss=0.0227, v_num=_tra]Epoch 0: 85%|████████▍ | 464/548 [00:07<00:01, 60.29it/s, loss=0.0226, v_num=_tra]Epoch 0: 85%|████████▍ | 465/548 [00:07<00:01, 60.28it/s, loss=0.0226, v_num=_tra]Epoch 0: 85%|████████▌ | 466/548 [00:07<00:01, 60.27it/s, loss=0.0226, v_num=_tra]Epoch 0: 85%|████████▌ | 467/548 [00:07<00:01, 60.26it/s, loss=0.0226, v_num=_tra]Epoch 0: 85%|████████▌ | 467/548 [00:07<00:01, 60.26it/s, loss=0.0225, v_num=_tra]Epoch 0: 85%|████████▌ | 468/548 [00:07<00:01, 60.26it/s, loss=0.0225, v_num=_tra]Epoch 0: 86%|████████▌ | 469/548 [00:07<00:01, 59.70it/s, loss=0.0225, v_num=_tra]
Validating: 0it [00:00, ?it/s][A
Validating: 0%| | 0/79 [00:00<?, ?it/s][A
Validating: 1%|▏ | 1/79 [00:00<00:21, 3.71it/s][AEpoch 0: 87%|████████▋ | 475/548 [00:08<00:01, 58.29it/s, loss=0.0225, v_num=_tra]
Validating: 32%|███▏ | 25/79 [00:00<00:00, 85.39it/s][AEpoch 0: 91%|█████████▏| 501/548 [00:08<00:00, 60.72it/s, loss=0.0225, v_num=_tra]
Validating: 67%|██████▋ | 53/79 [00:00<00:00, 148.28it/s][AEpoch 0: 96%|█████████▌| 527/548 [00:08<00:00, 63.11it/s, loss=0.0225, v_num=_tra]
Validating: 100%|██████████| 79/79 [00:00<00:00, 150.31it/s][AEpoch 0: 100%|██████████| 548/548 [00:10<00:00, 50.52it/s, loss=0.0225, v_num=_tra]
[AEpoch 0: 100%|██████████| 548/548 [00:10<00:00, 50.51it/s, loss=0.0225, v_num=_tra]Validation sanity check: 0it [00:00, ?it/s]Validation sanity check: 0%| | 0/2 [00:00<?, ?it/s]Validating: 0it [00:00, ?it/s] Validating: 0%| | 0/79 [00:00<?, ?it/s]Validating: 0%| | 0/79 [00:00<?, ?it/s]