| Training and Validation Metrics Per Epoch |
| ================================================== |
| Epoch 1 |
| Training Accuracy: 0.9750 |
| Validation Accuracy: 0.9936 |
| Training Loss: 0.0924 |
| Validation Loss: 0.0226 |
| -------------------------------------------------- |
| Epoch 2 |
| Training Accuracy: 0.9956 |
| Validation Accuracy: 0.9958 |
| Training Loss: 0.0195 |
| Validation Loss: 0.0126 |
| -------------------------------------------------- |
| Epoch 3 |
| Training Accuracy: 0.9970 |
| Validation Accuracy: 0.9972 |
| Training Loss: 0.0118 |
| Validation Loss: 0.0094 |
| -------------------------------------------------- |
| Epoch 4 |
| Training Accuracy: 0.9977 |
| Validation Accuracy: 0.9980 |
| Training Loss: 0.0092 |
| Validation Loss: 0.0073 |
| -------------------------------------------------- |
| Epoch 5 |
| Training Accuracy: 0.9979 |
| Validation Accuracy: 0.9980 |
| Training Loss: 0.0074 |
| Validation Loss: 0.0063 |
| -------------------------------------------------- |
| Epoch 6 |
| Training Accuracy: 0.9989 |
| Validation Accuracy: 0.9984 |
| Training Loss: 0.0050 |
| Validation Loss: 0.0049 |
| -------------------------------------------------- |
| Epoch 7 |
| Training Accuracy: 0.9987 |
| Validation Accuracy: 0.9986 |
| Training Loss: 0.0045 |
| Validation Loss: 0.0044 |
| -------------------------------------------------- |
| Epoch 8 |
| Training Accuracy: 0.9990 |
| Validation Accuracy: 0.9988 |
| Training Loss: 0.0039 |
| Validation Loss: 0.0043 |
| -------------------------------------------------- |
| Epoch 9 |
| Training Accuracy: 0.9996 |
| Validation Accuracy: 0.9988 |
| Training Loss: 0.0023 |
| Validation Loss: 0.0038 |
| -------------------------------------------------- |
| Epoch 10 |
| Training Accuracy: 0.9993 |
| Validation Accuracy: 0.9994 |
| Training Loss: 0.0027 |
| Validation Loss: 0.0033 |
| -------------------------------------------------- |
| Epoch 11 |
| Training Accuracy: 0.9992 |
| Validation Accuracy: 0.9990 |
| Training Loss: 0.0029 |
| Validation Loss: 0.0035 |
| -------------------------------------------------- |
| Epoch 12 |
| Training Accuracy: 0.9998 |
| Validation Accuracy: 0.9996 |
| Training Loss: 0.0015 |
| Validation Loss: 0.0027 |
| -------------------------------------------------- |
| Epoch 13 |
| Training Accuracy: 0.9995 |
| Validation Accuracy: 0.9992 |
| Training Loss: 0.0021 |
| Validation Loss: 0.0029 |
| -------------------------------------------------- |
| Epoch 14 |
| Training Accuracy: 0.9991 |
| Validation Accuracy: 0.9992 |
| Training Loss: 0.0023 |
| Validation Loss: 0.0029 |
| -------------------------------------------------- |
| Epoch 15 |
| Training Accuracy: 0.9997 |
| Validation Accuracy: 0.9994 |
| Training Loss: 0.0015 |
| Validation Loss: 0.0025 |
| -------------------------------------------------- |
| Epoch 16 |
| Training Accuracy: 0.9997 |
| Validation Accuracy: 0.9996 |
| Training Loss: 0.0016 |
| Validation Loss: 0.0022 |
| -------------------------------------------------- |
| Epoch 17 |
| Training Accuracy: 0.9999 |
| Validation Accuracy: 0.9996 |
| Training Loss: 0.0010 |
| Validation Loss: 0.0024 |
| -------------------------------------------------- |
| Epoch 18 |
| Training Accuracy: 0.9998 |
| Validation Accuracy: 0.9996 |
| Training Loss: 0.0012 |
| Validation Loss: 0.0025 |
| -------------------------------------------------- |
| Epoch 19 |
| Training Accuracy: 0.9996 |
| Validation Accuracy: 0.9996 |
| Training Loss: 0.0014 |
| Validation Loss: 0.0018 |
| -------------------------------------------------- |
| Epoch 20 |
| Training Accuracy: 0.9995 |
| Validation Accuracy: 0.9996 |
| Training Loss: 0.0015 |
| Validation Loss: 0.0014 |
| -------------------------------------------------- |
| Epoch 21 |
| Training Accuracy: 0.9999 |
| Validation Accuracy: 0.9994 |
| Training Loss: 0.0007 |
| Validation Loss: 0.0018 |
| -------------------------------------------------- |
| Epoch 22 |
| Training Accuracy: 0.9998 |
| Validation Accuracy: 0.9996 |
| Training Loss: 0.0008 |
| Validation Loss: 0.0017 |
| -------------------------------------------------- |
| Epoch 23 |
| Training Accuracy: 0.9999 |
| Validation Accuracy: 0.9996 |
| Training Loss: 0.0005 |
| Validation Loss: 0.0017 |
| -------------------------------------------------- |
| Epoch 24 |
| Training Accuracy: 0.9996 |
| Validation Accuracy: 0.9994 |
| Training Loss: 0.0013 |
| Validation Loss: 0.0018 |
| -------------------------------------------------- |
| Epoch 25 |
| Training Accuracy: 0.9999 |
| Validation Accuracy: 0.9996 |
| Training Loss: 0.0007 |
| Validation Loss: 0.0017 |
| -------------------------------------------------- |
| Epoch 26 |
| Training Accuracy: 0.9998 |
| Validation Accuracy: 0.9994 |
| Training Loss: 0.0007 |
| Validation Loss: 0.0020 |
| -------------------------------------------------- |
| Epoch 27 |
| Training Accuracy: 0.9998 |
| Validation Accuracy: 0.9996 |
| Training Loss: 0.0008 |
| Validation Loss: 0.0014 |
| -------------------------------------------------- |
| Epoch 28 |
| Training Accuracy: 0.9998 |
| Validation Accuracy: 0.9994 |
| Training Loss: 0.0005 |
| Validation Loss: 0.0018 |
| -------------------------------------------------- |
| Epoch 29 |
| Training Accuracy: 0.9997 |
| Validation Accuracy: 0.9996 |
| Training Loss: 0.0009 |
| Validation Loss: 0.0016 |
| -------------------------------------------------- |
| Epoch 30 |
| Training Accuracy: 0.9995 |
| Validation Accuracy: 0.9990 |
| Training Loss: 0.0012 |
| Validation Loss: 0.0022 |
| -------------------------------------------------- |
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