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alexnet.out
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Epoch 01/30 - Time: 01m 01s | Train Loss: 4.747 | Train Acc @1: 6.3 % | Val. Loss: 3.482 | Val. Acc @1: 22.9 %
Epoch 02/30 - Time: 00m 58s | Train Loss: 2.853 | Train Acc @1: 31.5 % | Val. Loss: 2.481 | Val. Acc @1: 36.4 %
Epoch 03/30 - Time: 00m 59s | Train Loss: 1.733 | Train Acc @1: 54.8 % | Val. Loss: 2.099 | Val. Acc @1: 47.4 %
Epoch 04/30 - Time: 00m 58s | Train Loss: 1.050 | Train Acc @1: 71.6 % | Val. Loss: 1.957 | Val. Acc @1: 49.0 %
Epoch 05/30 - Time: 00m 59s | Train Loss: 0.662 | Train Acc @1: 81.0 % | Val. Loss: 2.060 | Val. Acc @1: 51.1 %
Epoch 06/30 - Time: 00m 59s | Train Loss: 0.457 | Train Acc @1: 87.5 % | Val. Loss: 2.078 | Val. Acc @1: 50.1 %
Epoch 07/30 - Time: 00m 59s | Train Loss: 0.318 | Train Acc @1: 90.9 % | Val. Loss: 2.200 | Val. Acc @1: 51.2 %
Epoch 08/30 - Time: 00m 59s | Train Loss: 0.247 | Train Acc @1: 92.9 % | Val. Loss: 2.206 | Val. Acc @1: 53.5 %
Epoch 09/30 - Time: 00m 59s | Train Loss: 0.179 | Train Acc @1: 94.7 % | Val. Loss: 2.354 | Val. Acc @1: 51.6 %
Epoch 10/30 - Time: 00m 59s | Train Loss: 0.164 | Train Acc @1: 94.8 % | Val. Loss: 2.359 | Val. Acc @1: 51.0 %
Epoch 11/30 - Time: 00m 59s | Train Loss: 0.134 | Train Acc @1: 96.1 % | Val. Loss: 2.603 | Val. Acc @1: 54.2 %
Epoch 12/30 - Time: 00m 58s | Train Loss: 0.124 | Train Acc @1: 96.3 % | Val. Loss: 2.588 | Val. Acc @1: 51.8 %
Epoch 13/30 - Time: 00m 59s | Train Loss: 0.117 | Train Acc @1: 96.4 % | Val. Loss: 2.615 | Val. Acc @1: 51.1 %
Epoch 14/30 - Time: 00m 58s | Train Loss: 0.100 | Train Acc @1: 97.0 % | Val. Loss: 2.674 | Val. Acc @1: 51.9 %
Epoch 15/30 - Time: 00m 58s | Train Loss: 0.084 | Train Acc @1: 97.4 % | Val. Loss: 2.456 | Val. Acc @1: 54.4 %
Epoch 16/30 - Time: 00m 58s | Train Loss: 0.090 | Train Acc @1: 97.3 % | Val. Loss: 2.579 | Val. Acc @1: 51.5 %
Epoch 17/30 - Time: 00m 59s | Train Loss: 0.082 | Train Acc @1: 97.5 % | Val. Loss: 2.711 | Val. Acc @1: 50.8 %
Epoch 18/30 - Time: 00m 59s | Train Loss: 0.076 | Train Acc @1: 97.5 % | Val. Loss: 2.650 | Val. Acc @1: 52.9 %
Epoch 19/30 - Time: 00m 59s | Train Loss: 0.075 | Train Acc @1: 97.7 % | Val. Loss: 2.510 | Val. Acc @1: 55.0 %
Epoch 20/30 - Time: 00m 58s | Train Loss: 0.077 | Train Acc @1: 97.8 % | Val. Loss: 2.628 | Val. Acc @1: 50.1 %
Epoch 21/30 - Time: 00m 58s | Train Loss: 0.076 | Train Acc @1: 97.8 % | Val. Loss: 2.662 | Val. Acc @1: 51.3 %
Epoch 22/30 - Time: 00m 58s | Train Loss: 0.069 | Train Acc @1: 97.9 % | Val. Loss: 2.642 | Val. Acc @1: 53.7 %
Epoch 23/30 - Time: 00m 57s | Train Loss: 0.065 | Train Acc @1: 98.0 % | Val. Loss: 2.812 | Val. Acc @1: 51.5 %
Epoch 24/30 - Time: 00m 58s | Train Loss: 0.065 | Train Acc @1: 97.8 % | Val. Loss: 2.970 | Val. Acc @1: 51.2 %
Epoch 25/30 - Time: 00m 57s | Train Loss: 0.061 | Train Acc @1: 98.1 % | Val. Loss: 2.872 | Val. Acc @1: 52.8 %
Epoch 26/30 - Time: 00m 57s | Train Loss: 0.053 | Train Acc @1: 98.4 % | Val. Loss: 2.909 | Val. Acc @1: 51.0 %
Epoch 27/30 - Time: 00m 57s | Train Loss: 0.053 | Train Acc @1: 98.2 % | Val. Loss: 2.988 | Val. Acc @1: 50.2 %
Epoch 28/30 - Time: 00m 57s | Train Loss: 0.062 | Train Acc @1: 98.0 % | Val. Loss: 2.877 | Val. Acc @1: 51.7 %
Epoch 29/30 - Time: 00m 58s | Train Loss: 0.057 | Train Acc @1: 98.3 % | Val. Loss: 2.869 | Val. Acc @1: 52.4 %
Epoch 30/30 - Time: 00m 58s | Train Loss: 0.048 | Train Acc @1: 98.4 % | Val. Loss: 3.068 | Val. Acc @1: 52.5 %
alexnet model`s feature part has 2,469,696 trainable parameters
Epoch 01/01 - Time: 00m 15s | Val. Loss: 2.061 | Val. Acc @1: 48.2 %