111 lines
2.8 KiB
Plaintext
111 lines
2.8 KiB
Plaintext
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 |