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EPOCH TIMESTAMP BAD_EPOCHS LEARNING_RATE TRAIN_LOSS DEV_LOSS DEV_PRECISION DEV_RECALL DEV_F1 DEV_ACCURACY
1 10:08:14 0 0.0000 0.6036487546430219 0.3554879128932953 0.7861 0.9209 0.8482 0.9176
2 10:14:05 0 0.0000 0.46878337191657393 0.4067012071609497 0.8465 0.8663 0.8563 0.9273
3 10:20:00 0 0.0000 0.327364245383637 0.4862213730812073 0.8609 0.8854 0.8729 0.9356
4 10:26:00 1 0.0000 0.2882113652895313 0.6229748725891113 0.8244 0.9135 0.8666 0.9297
5 10:31:48 0 0.0000 0.16017063518195376 0.5146908760070801 0.9148 0.8679 0.8907 0.9468
6 10:37:46 1 0.0000 0.1190292754907963 0.7736515998840332 0.8215 0.9 0.859 0.9261
7 10:43:34 2 0.0000 0.11793239743270977 0.8704217672348022 0.849 0.8305 0.8397 0.9207
8 10:49:46 3 0.0000 0.08863464990147099 0.9214181900024414 0.8005 0.9181 0.8553 0.9223
9 10:55:33 4 0.0000 0.076594702891779 1.0481176376342773 0.7264 0.9433 0.8208 0.897
10 11:01:26 1 0.0000 0.048245379562490885 1.2071144580841064 0.7398 0.9463 0.8304 0.9034
11 11:07:16 2 0.0000 0.028538449222470213 0.836050808429718 0.8525 0.8935 0.8725 0.9347
12 11:13:05 3 0.0000 0.03227324822204073 1.0367063283920288 0.7816 0.9579 0.8608 0.9226
13 11:18:54 4 0.0000 0.010532667712103464 1.0145132541656494 0.7906 0.931 0.855 0.9211
14 11:24:45 1 0.0000 0.006048183451308318 0.9520216584205627 0.8107 0.9385 0.8699 0.9299
15 11:30:36 2 0.0000 0.003558537348557623 0.9818441271781921 0.8185 0.9237 0.8679 0.9297
16 11:36:25 3 0.0000 0.007761114687040426 1.0136077404022217 0.8169 0.9338 0.8715 0.9312
17 11:42:17 4 0.0000 0.006639717875506954 0.8059350848197937 0.8603 0.8974 0.8785 0.938
18 11:48:06 1 0.0000 0.004402277854265284 0.9768140912055969 0.8336 0.9045 0.8676 0.931
19 11:53:55 2 0.0000 0.000523441910272195 1.007825493812561 0.8277 0.9046 0.8644 0.9291
20 11:59:43 3 0.0000 0.00027802650785957786 0.9985358119010925 0.8394 0.9042 0.8706 0.9328 |