(py) fraga@Luiss-MacBook-Pro MNIST % python autoenc.py
Training Set:

Image batch dimensions: torch.Size([256, 1, 28, 28])
Image label dimensions: torch.Size([256])
tensor([5, 0, 4, 1, 9, 2, 1, 3, 1, 4])
Epoch: 001/030 | Batch 0000/0235 | Loss: 0.1922
Time elapsed: 1.13 min
Epoch: 002/030 | Batch 0000/0235 | Loss: 0.0569
Time elapsed: 2.31 min
Epoch: 003/030 | Batch 0000/0235 | Loss: 0.0514
Time elapsed: 3.47 min
Epoch: 004/030 | Batch 0000/0235 | Loss: 0.0492
Time elapsed: 4.64 min
Epoch: 005/030 | Batch 0000/0235 | Loss: 0.0470
Time elapsed: 6.23 min
Epoch: 006/030 | Batch 0000/0235 | Loss: 0.0452
Time elapsed: 7.71 min
Epoch: 007/030 | Batch 0000/0235 | Loss: 0.0437
Time elapsed: 9.11 min
Epoch: 008/030 | Batch 0000/0235 | Loss: 0.0430
Time elapsed: 10.53 min
Epoch: 009/030 | Batch 0000/0235 | Loss: 0.0424
Time elapsed: 12.03 min
Epoch: 010/030 | Batch 0000/0235 | Loss: 0.0419
Time elapsed: 13.33 min
Epoch: 011/030 | Batch 0000/0235 | Loss: 0.0415
Time elapsed: 14.46 min
Epoch: 012/030 | Batch 0000/0235 | Loss: 0.0412
Time elapsed: 15.62 min
Epoch: 013/030 | Batch 0000/0235 | Loss: 0.0408
Time elapsed: 16.77 min
Epoch: 014/030 | Batch 0000/0235 | Loss: 0.0403
Time elapsed: 17.92 min
Epoch: 015/030 | Batch 0000/0235 | Loss: 0.0401
Time elapsed: 19.09 min
Epoch: 016/030 | Batch 0000/0235 | Loss: 0.0397
Time elapsed: 20.22 min
Epoch: 017/030 | Batch 0000/0235 | Loss: 0.0395
Time elapsed: 21.40 min
Epoch: 018/030 | Batch 0000/0235 | Loss: 0.0392
Time elapsed: 22.57 min
Epoch: 019/030 | Batch 0000/0235 | Loss: 0.0389
Time elapsed: 23.73 min
Epoch: 020/030 | Batch 0000/0235 | Loss: 0.0386
Time elapsed: 24.87 min
Epoch: 021/030 | Batch 0000/0235 | Loss: 0.0384
Time elapsed: 26.10 min
Epoch: 022/030 | Batch 0000/0235 | Loss: 0.0382
Time elapsed: 27.34 min
Epoch: 023/030 | Batch 0000/0235 | Loss: 0.0380
Time elapsed: 28.58 min
Epoch: 024/030 | Batch 0000/0235 | Loss: 0.0378
Time elapsed: 29.80 min
Epoch: 025/030 | Batch 0000/0235 | Loss: 0.0376
Time elapsed: 31.02 min
Epoch: 026/030 | Batch 0000/0235 | Loss: 0.0375
Time elapsed: 32.25 min
Epoch: 027/030 | Batch 0000/0235 | Loss: 0.0372
Time elapsed: 33.41 min
Epoch: 028/030 | Batch 0000/0235 | Loss: 0.0369
Time elapsed: 34.60 min
Epoch: 029/030 | Batch 0000/0235 | Loss: 0.0368
Time elapsed: 35.81 min
Epoch: 030/030 | Batch 0000/0235 | Loss: 0.0368
Time elapsed: 37.00 min
Total Training Time: 37.00 min

