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EPOCH TIMESTAMP BAD_EPOCHS LEARNING_RATE TRAIN_LOSS DEV_LOSS DEV_PRECISION DEV_RECALL DEV_F1 DEV_ACCURACY
1 01:01:43 0 0.0000 0.12176544996752571 0.08852498233318329 0.8247 0.5065 0.6276 0.9769
2 01:30:11 0 0.0000 0.09095368567290432 0.1091286689043045 0.847 0.5265 0.6494 0.9781
3 01:58:33 0 0.0000 0.07617725249213864 0.11453097313642502 0.8298 0.5679 0.6743 0.9789
4 02:26:47 0 0.0000 0.06014932077061017 0.12417593598365784 0.8212 0.6176 0.705 0.9801
5 02:55:06 1 0.0000 0.05087932875208756 0.1738719940185547 0.8203 0.6111 0.7004 0.9799
6 03:23:30 2 0.0000 0.04280669880142485 0.15904302895069122 0.8008 0.5723 0.6676 0.9781
7 03:51:53 3 0.0000 0.03802514353208281 0.15619152784347534 0.7447 0.655 0.6969 0.9781
8 04:20:17 4 0.0000 0.03334148287369431 0.21753264963626862 0.7828 0.5843 0.6691 0.9777
9 04:48:36 0 0.0000 0.02427510618591979 0.1801668107509613 0.7808 0.6568 0.7134 0.9797
10 05:17:21 1 0.0000 0.01717857257108134 0.1946217566728592 0.7422 0.6838 0.7118 0.9787
11 05:45:46 0 0.0000 0.015579293291114975 0.20107421278953552 0.8107 0.6657 0.731 0.9811
12 06:14:06 1 0.0000 0.012446386721766931 0.1709432601928711 0.7607 0.6313 0.69 0.9782
13 06:42:19 2 0.0000 0.010324799558517297 0.21848368644714355 0.7833 0.638 0.7032 0.9793
14 07:10:30 3 0.0000 0.008747153534814213 0.22059884667396545 0.8147 0.5767 0.6754 0.9786
15 07:38:51 4 0.0000 0.008061111844964473 0.22435732185840607 0.7969 0.6577 0.7206 0.9804
16 08:06:54 1 0.0000 0.005235337296212922 0.23441508412361145 0.7998 0.6244 0.7013 0.9795
17 08:35:00 2 0.0000 0.0034282420308379114 0.2463291883468628 0.7917 0.6624 0.7213 0.9803
18 09:03:15 0 0.0000 0.003918156309608021 0.25546449422836304 0.7795 0.6909 0.7326 0.9806
19 09:31:47 1 0.0000 0.0027219433665477888 0.2816696763038635 0.8144 0.6501 0.723 0.9808
20 10:00:00 2 0.0000 0.0026289484418462 0.2677253782749176 0.8158 0.6121 0.6995 0.9797 |