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EPOCH TIMESTAMP BAD_EPOCHS LEARNING_RATE TRAIN_LOSS DEV_LOSS DEV_PRECISION DEV_RECALL DEV_F1 DEV_ACCURACY
1 12:08:27 0 0.0000 0.14012283837922687 0.0718546137213707 0.8728 0.8203 0.8457 0.9739
2 12:14:45 0 0.0000 0.07305343697870793 0.06487641483545303 0.8882 0.861 0.8744 0.9784
3 12:21:11 1 0.0000 0.052047794262519716 0.10322003811597824 0.852 0.889 0.8701 0.9768
4 12:27:25 2 0.0000 0.04260074625304184 0.12439382076263428 0.833 0.8946 0.8627 0.9751
5 12:33:43 3 0.0000 0.03968292116830927 0.14633533358573914 0.8994 0.8224 0.8592 0.9764
6 12:39:58 4 0.0000 0.03241553029866098 0.18978334963321686 0.8637 0.8572 0.8604 0.9757
7 12:46:10 1 0.0000 0.023328648308343348 0.17834770679473877 0.8732 0.8432 0.8579 0.9756
8 12:52:25 2 0.0000 0.01596987793306836 0.2042594850063324 0.853 0.8783 0.8654 0.9761
9 12:58:37 3 0.0000 0.014452284742037108 0.2134622037410736 0.8614 0.8443 0.8527 0.9745
10 13:04:54 4 0.0000 0.013254388459618656 0.21334430575370789 0.8531 0.8718 0.8624 0.9757
11 13:11:08 1 0.0000 0.009917213009796083 0.1980203241109848 0.8694 0.8547 0.862 0.9761
12 13:17:24 2 0.0000 0.006909437969972276 0.22641770541667938 0.8494 0.8799 0.8644 0.9759
13 13:23:42 3 0.0000 0.006561523257238878 0.22399000823497772 0.866 0.8576 0.8618 0.976
14 13:29:55 4 0.0000 0.007215200440056662 0.22757506370544434 0.8695 0.8656 0.8676 0.9769
15 13:36:09 1 0.0000 0.004389211769759246 0.22032877802848816 0.877 0.8611 0.869 0.9773
16 13:42:24 2 0.0000 0.004274937471795899 0.22540706396102905 0.8754 0.8498 0.8624 0.9763
17 13:48:40 3 0.0000 0.00417898750197949 0.23674282431602478 0.8583 0.8727 0.8655 0.9763
18 13:54:54 4 0.0000 0.003938288883434396 0.24564239382743835 0.884 0.8465 0.8649 0.9769 |