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Training and Validation Metrics
Step | Training Loss | Validation Loss | Precision | Recall | F1 | Accuracy |
---|---|---|---|---|---|---|
100 | No log | 0.171985 | 0.809524 | 0.739130 | 0.772727 | 0.957895 |
200 | No log | 0.191291 | 0.952381 | 0.869565 | 0.909091 | 0.968421 |
300 | No log | 0.106567 | 0.952381 | 0.869565 | 0.909091 | 0.968421 |
400 | No log | 0.105405 | 0.952381 | 0.869565 | 0.909091 | 0.968421 |
500 | 0.154400 | 0.083246 | 0.952381 | 0.869565 | 0.909091 | 0.968421 |
600 | 0.154400 | 0.084008 | 0.952381 | 0.869565 | 0.909091 | 0.968421 |
700 | 0.154400 | 0.174394 | 0.952381 | 0.869565 | 0.909091 | 0.968421 |
800 | 0.154400 | 0.106634 | 0.952381 | 0.869565 | 0.909091 | 0.968421 |
900 | 0.154400 | 0.052584 | 0.913043 | 0.913043 | 0.913043 | 0.978947 |
1000 | 0.003600 | 0.001681 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
1100 | 0.003600 | 0.001468 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
1200 | 0.003600 | 0.001250 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
1300 | 0.003600 | 0.001125 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
1400 | 0.003600 | 0.001014 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
1500 | 0.002400 | 0.000936 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
1600 | 0.002400 | 0.000862 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
1700 | 0.002400 | 0.000806 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
1800 | 0.002400 | 0.000743 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
1900 | 0.002400 | 0.000853 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
2000 | 0.001100 | 0.001020 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
2100 | 0.001100 | 0.000921 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
2200 | 0.001100 | 0.000881 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
2300 | 0.001100 | 0.000806 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
2400 | 0.001100 | 0.000793 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
2500 | 0.000800 | 0.000812 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
2600 | 0.000800 | 0.000765 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
2700 | 0.000800 | 0.000724 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
2800 | 0.000800 | 0.000724 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
2900 | 0.000800 | 0.000732 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
3000 | 0.000700 | 0.000736 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
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