Epoch 01: loss = inf
Epoch 02: loss = inf
Epoch 03: loss = inf
Epoch 04: loss = inf
Epoch 05: loss = inf
Epoch 06: loss = inf
Epoch 07: loss = inf
Epoch 08: loss = inf
Epoch 09: loss = 3.286
Epoch 10: loss = 2.528
Epoch 10: validation accuracy = 57.5%
Epoch 11: loss = 1.864
Epoch 12: loss = 1.593
Epoch 13: loss = 1.416
Epoch 14: loss = 0.983
Epoch 15: loss = 0.798
Epoch 16: loss = 0.986
Epoch 17: loss = 0.870
Epoch 18: loss = 0.589
Epoch 19: loss = 0.821
Epoch 20: loss = 0.957
Epoch 20: validation accuracy = 66.2%
Epoch 21: loss = 0.557
Epoch 22: loss = 0.829
Epoch 23: loss = 0.699
Epoch 24: loss = 0.647
Epoch 25: loss = 0.507
Epoch 26: loss = 0.693
Epoch 27: loss = 0.628
Epoch 28: loss = 0.414
Epoch 29: loss = 0.840
Epoch 30: loss = 0.543
Epoch 30: validation accuracy = 66.8%
Epoch 31: loss = 0.816
Epoch 32: loss = 0.483
Epoch 33: loss = 0.476
Epoch 34: loss = 0.523
Epoch 35: loss = 0.578
Epoch 36: loss = 0.583
Epoch 37: loss = 0.375
Epoch 38: loss = 0.428
Epoch 39: loss = 0.678
Epoch 40: loss = 0.499
Epoch 40: validation accuracy = 72.2%
Epoch 41: loss = 0.436
Epoch 42: loss = 0.488
Epoch 43: loss = 0.650
Epoch 44: loss = 0.412
Epoch 45: loss = 0.249
Epoch 46: loss = 0.404
Epoch 47: loss = 0.405
Epoch 48: loss = 0.482
Epoch 49: loss = 0.381
Epoch 50: loss = 0.358
Epoch 50: validation accuracy = 79.5%
Model saved in .\saved_models\adam_optim.pth