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 = 3.250
Epoch 10: loss = 2.567
Epoch 10: validation accuracy = 59.0%
Epoch 11: loss = 1.963
Epoch 12: loss = 1.558
Epoch 13: loss = 1.320
Epoch 14: loss = 0.911
Epoch 15: loss = 0.808
Epoch 16: loss = 0.932
Epoch 17: loss = 0.861
Epoch 18: loss = 0.748
Epoch 19: loss = 0.783
Epoch 20: loss = 0.809
Epoch 20: validation accuracy = 65.5%
Epoch 21: loss = 0.678
Epoch 22: loss = 0.757
Epoch 23: loss = 0.747
Epoch 24: loss = 0.660
Epoch 25: loss = 0.536
Epoch 26: loss = 0.506
Epoch 27: loss = 0.577
Epoch 28: loss = 0.600
Epoch 29: loss = 0.681
Epoch 30: loss = 0.604
Epoch 30: validation accuracy = 68.0%
Epoch 31: loss = 0.552
Epoch 32: loss = 0.671
Epoch 33: loss = 0.604
Epoch 34: loss = 0.600
Epoch 35: loss = 0.818
Epoch 36: loss = 0.659
Epoch 37: loss = 0.375
Epoch 38: loss = 0.380
Epoch 39: loss = 0.418
Epoch 40: loss = 0.431
Epoch 40: validation accuracy = 73.5%
Epoch 41: loss = 0.551
Epoch 42: loss = 0.488
Epoch 43: loss = 0.350
Epoch 44: loss = 0.287
Epoch 45: loss = 0.294
Epoch 46: loss = 0.463
Epoch 47: loss = 0.438
Epoch 48: loss = 0.392
Epoch 49: loss = 0.325
Epoch 50: loss = 0.332
Epoch 50: validation accuracy = 80.8%
Model saved in .\saved_models\adam_optim_cuda.pth