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 = inf
Epoch 10: loss = inf
Epoch 10: validation accuracy = 40.2%
Epoch 11: loss = inf
Epoch 12: loss = inf
Epoch 13: loss = inf
Epoch 14: loss = inf
Epoch 15: loss = inf
Epoch 16: loss = inf
Epoch 17: loss = 2.360
Epoch 18: loss = 2.086
Epoch 19: loss = 1.684
Epoch 20: loss = 1.453
Epoch 20: validation accuracy = 53.0%
Epoch 21: loss = 1.174
Epoch 22: loss = 1.046
Epoch 23: loss = 0.859
Epoch 24: loss = 0.740
Epoch 25: loss = 0.663
Epoch 26: loss = 0.495
Epoch 27: loss = 0.566
Epoch 28: loss = 0.521
Epoch 29: loss = 0.470
Epoch 30: loss = 0.363
Epoch 30: validation accuracy = 59.0%
Epoch 31: loss = 0.365
Epoch 32: loss = 0.305
Epoch 33: loss = 0.333
Epoch 34: loss = 0.293
Epoch 35: loss = 0.191
Epoch 36: loss = 0.295
Epoch 37: loss = 0.275
Epoch 38: loss = 0.461
Epoch 39: loss = 0.509
Epoch 40: loss = 0.298
Epoch 40: validation accuracy = 65.2%
Epoch 41: loss = 0.186
Epoch 42: loss = 0.395
Epoch 43: loss = 0.323
Epoch 44: loss = 0.309
Epoch 45: loss = 0.199
Epoch 46: loss = 0.285
Epoch 47: loss = 0.290
Epoch 48: loss = 0.302
Epoch 49: loss = 0.235
Epoch 50: loss = 0.190
Epoch 50: validation accuracy = 71.2%
Epoch 51: loss = 0.294
Epoch 52: loss = 0.311
Epoch 53: loss = 0.254
Epoch 54: loss = 0.289
Epoch 55: loss = 0.264
Epoch 56: loss = 0.213
Epoch 57: loss = 0.166
Epoch 58: loss = 0.218
Epoch 59: loss = 0.231
Epoch 60: loss = 0.283
Epoch 60: validation accuracy = 74.8%
Epoch 61: loss = 0.324
Epoch 62: loss = 0.245
Epoch 63: loss = 0.277
Epoch 64: loss = 0.286
Epoch 65: loss = 0.255
Epoch 66: loss = 0.263
Epoch 67: loss = 0.272
Epoch 68: loss = 0.272
Epoch 69: loss = 0.260
Epoch 70: loss = 0.271
Epoch 70: validation accuracy = 79.0%
Epoch 71: loss = 0.310
Epoch 72: loss = 0.301
Epoch 73: loss = 0.305
Epoch 74: loss = 0.311
Epoch 75: loss = 0.329
Epoch 76: loss = 0.295
Epoch 77: loss = 0.300
Epoch 78: loss = 0.316
Epoch 79: loss = 0.326
Epoch 80: loss = 0.352
Epoch 80: validation accuracy = 77.5%
Epoch 81: loss = 0.344
Epoch 82: loss = 0.326
Epoch 83: loss = 0.326
Epoch 84: loss = 0.335
Epoch 85: loss = 0.342
Epoch 86: loss = 0.361
Epoch 87: loss = 0.337
Epoch 88: loss = 0.339
Epoch 89: loss = 0.339
Epoch 90: loss = 0.341
Epoch 90: validation accuracy = 82.8%
Epoch 91: loss = 0.350
Epoch 92: loss = 0.359
Epoch 93: loss = 0.352
Epoch 94: loss = 0.363
Epoch 95: loss = 0.347
Epoch 96: loss = 0.341
Epoch 97: loss = 0.336
Epoch 98: loss = 0.348
Epoch 99: loss = 0.365
Epoch 100: loss = 0.350
Epoch 100: validation accuracy = 85.2%
Model saved in .\saved_models\adam_optim_lr1e-3_epoch100_momentum10.pth