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initial training

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  1. training/training.ipynb +212 -2
training/training.ipynb CHANGED
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- "Epoch 2/15: 4%|▍ | 12/274 [01:44<37:59, 8.70s/it, accuracy=71.6, loss=0.743]"
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  "cell_type": "code",
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+ "execution_count": 23,
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  "id": "9b76b385",
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+ "Epoch 2/15: 100%|██████████| 274/274 [41:55<00:00, 9.18s/it, accuracy=73.7, loss=0.706]\n"
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+ "Epoch 2/15\n",
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+ "Train Loss: 0.7060 | Train Accuracy: 73.68%\n"
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+ "Epoch 3/15: 100%|██████████| 274/274 [42:13<00:00, 9.25s/it, accuracy=75.8, loss=0.666]\n"
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+ "Epoch 3/15\n",
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+ "Train Loss: 0.6662 | Train Accuracy: 75.79%\n"
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+ "Train Loss: 0.5466 | Train Accuracy: 80.31%\n"
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+ "Train Loss: 0.5121 | Train Accuracy: 81.48%\n"
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+ "Train Loss: 0.4288 | Train Accuracy: 84.50%\n"
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