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+ EPOCH TIMESTAMP BAD_EPOCHS LEARNING_RATE TRAIN_LOSS DEV_LOSS DEV_PRECISION DEV_RECALL DEV_F1
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+ 1 22:21:51 0 0.3000 17.472273126244545 6.965503692626953 0.5674 0.4716 0.5151
3
+ 2 22:22:23 0 0.3000 6.331819538027048 4.563994407653809 0.6817 0.5825 0.6282
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+ 3 22:22:54 0 0.3000 4.54547656327486 3.692333459854126 0.7664 0.6469 0.7016
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+ 4 22:23:26 1 0.3000 3.8078860715031624 3.748687267303467 0.8339 0.5954 0.6947
6
+ 5 22:23:51 0 0.3000 3.224332842975855 3.788922071456909 0.8095 0.6353 0.7119
7
+ 6 22:24:23 0 0.3000 2.825058188289404 2.498257875442505 0.8136 0.7990 0.8062
8
+ 7 22:24:54 1 0.3000 2.5590385776013136 2.939021587371826 0.7698 0.8144 0.7915
9
+ 8 22:25:20 2 0.3000 2.3768120519816875 2.844846248626709 0.8433 0.7629 0.8011
10
+ 9 22:25:46 0 0.3000 2.212526123970747 2.5015368461608887 0.8424 0.7784 0.8091
11
+ 10 22:26:18 0 0.3000 2.033915653824806 2.623438596725464 0.7978 0.8338 0.8154
12
+ 11 22:26:50 0 0.3000 2.0886431019753218 2.2910242080688477 0.8364 0.8299 0.8331
13
+ 12 22:27:19 0 0.3000 1.771607938222587 2.2936065196990967 0.8693 0.8144 0.8410
14
+ 13 22:27:51 1 0.3000 1.6983198607340455 2.2538070678710938 0.8406 0.7951 0.8172
15
+ 14 22:28:18 2 0.3000 1.5571402702480555 2.3815298080444336 0.8421 0.7835 0.8117
16
+ 15 22:28:41 3 0.3000 1.5201340597122908 2.4031999111175537 0.8024 0.8582 0.8294
17
+ 16 22:29:03 0 0.3000 1.423526513390243 2.368293523788452 0.8253 0.8647 0.8446
18
+ 17 22:29:35 1 0.3000 1.445368747226894 2.311508893966675 0.8146 0.8608 0.8371
19
+ 18 22:30:01 0 0.3000 1.3587858071550727 2.274489164352417 0.8808 0.8286 0.8539
20
+ 19 22:30:33 1 0.3000 1.3014102596789598 2.287468910217285 0.8556 0.8325 0.8439
21
+ 20 22:30:59 0 0.3000 1.279892211779952 2.206141948699951 0.8629 0.8518 0.8573
22
+ 21 22:31:28 1 0.3000 1.2296404428780079 2.239777088165283 0.8437 0.8557 0.8496
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+ 22 22:31:51 2 0.3000 1.120644735172391 2.220460891723633 0.8460 0.8492 0.8476
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+ 23 22:32:14 3 0.3000 1.1178421676158905 2.244847059249878 0.8590 0.8479 0.8534
25
+ 24 22:32:37 4 0.3000 1.0228932620957494 2.5024445056915283 0.8118 0.8724 0.8410
26
+ 25 22:33:01 0 0.1500 0.917114042211324 2.068671226501465 0.8708 0.8686 0.8697
27
+ 26 22:33:30 0 0.1500 0.8054926390759647 2.149716854095459 0.8651 0.8763 0.8707
28
+ 27 22:33:59 1 0.1500 0.7934768856503069 2.0705320835113525 0.8693 0.8570 0.8631
29
+ 28 22:34:23 2 0.1500 0.7813156247138977 2.1735875606536865 0.8710 0.8698 0.8704
30
+ 29 22:34:47 3 0.1500 0.7485080468468368 2.2071945667266846 0.8595 0.8750 0.8672
31
+ 30 22:35:11 0 0.1500 0.7276866999454796 2.2505757808685303 0.8672 0.8750 0.8711
32
+ 31 22:35:42 1 0.1500 0.6818905016407371 2.1375606060028076 0.8718 0.8673 0.8695
33
+ 32 22:36:08 2 0.1500 0.6471196250058711 2.1708431243896484 0.8675 0.8608 0.8642
34
+ 33 22:36:31 0 0.1500 0.638990780338645 2.225886583328247 0.8784 0.8750 0.8767
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+ 34 22:37:01 1 0.1500 0.6303823431953788 2.291550397872925 0.8706 0.8673 0.8689
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+ 35 22:37:24 0 0.1500 0.6683211764320731 2.2020788192749023 0.8772 0.8840 0.8806
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+ 36 22:37:54 1 0.1500 0.5994818117469549 2.289341449737549 0.8747 0.8814 0.8780
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+ 38 22:38:41 3 0.1500 0.6067021316848695 2.509596347808838 0.8695 0.8840 0.8767
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+ 39 22:39:04 4 0.1500 0.5841562657151371 2.2750895023345947 0.8658 0.8814 0.8736
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+ 40 22:39:27 1 0.0750 0.54271514643915 2.2930290699005127 0.8776 0.8776 0.8776
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+ 41 22:39:52 2 0.0750 0.5555255371145904 2.247403860092163 0.8740 0.8853 0.8796
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+ 44 22:41:08 1 0.0750 0.48831119225360453 2.3227221965789795 0.8683 0.8918 0.8798
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+ 46 22:42:02 0 0.0750 0.4982724557630718 2.284778356552124 0.8755 0.8969 0.8861
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+ 51 22:44:05 1 0.0375 0.41667158529162407 2.3459651470184326 0.8703 0.8905 0.8803
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+ 54 22:45:14 4 0.0375 0.44180342671461403 2.3736486434936523 0.8748 0.8918 0.8832
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+ 55 22:45:38 1 0.0187 0.43295063031837344 2.3521299362182617 0.8717 0.8930 0.8822
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+ 58 22:46:52 4 0.0187 0.43259974638931453 2.3615732192993164 0.8759 0.8918 0.8838
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+ 59 22:47:18 1 0.0094 0.4402118099387735 2.3688137531280518 0.8748 0.8918 0.8832
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+ 63 22:48:53 1 0.0047 0.4112482126802206 2.3569560050964355 0.8756 0.8892 0.8824
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+ 64 22:49:16 2 0.0047 0.4033759217709303 2.3631749153137207 0.8759 0.8918 0.8838
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+ 65 22:49:40 3 0.0047 0.42369257449172437 2.366528034210205 0.8759 0.8918 0.8838
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+ 67 22:50:26 1 0.0023 0.41813112958334386 2.3589577674865723 0.8748 0.8918 0.8832
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+ 68 22:50:50 2 0.0023 0.41330498654861003 2.364949941635132 0.8748 0.8918 0.8832
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+ 70 22:51:38 4 0.0023 0.40569780580699444 2.366793394088745 0.8750 0.8930 0.8839
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+ 71 22:52:01 1 0.0012 0.39920941134914756 2.367583751678467 0.8739 0.8930 0.8834
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