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EPOCH TIMESTAMP BAD_EPOCHS LEARNING_RATE TRAIN_LOSS DEV_LOSS DEV_PRECISION DEV_RECALL DEV_F1 DEV_ACCURACY
1 08:40:38 0 0.1000 0.4139037357786823 0.09867297857999802 0.9723 0.9723 0.9723 0.9723
2 08:43:59 0 0.1000 0.18683743789460058 0.08219591528177261 0.9761 0.9761 0.9761 0.9761
3 08:47:19 0 0.1000 0.15330191376146995 0.07821641117334366 0.9771 0.9771 0.9771 0.9771
4 08:50:41 0 0.1000 0.13679069024466697 0.07048774510622025 0.9784 0.9784 0.9784 0.9784
5 08:54:05 0 0.1000 0.12696925415918978 0.06857253611087799 0.9795 0.9795 0.9795 0.9795
6 08:57:27 0 0.1000 0.11950518270160057 0.06588418781757355 0.9805 0.9805 0.9805 0.9805
7 09:00:50 0 0.1000 0.11493925645982497 0.06450950354337692 0.981 0.981 0.981 0.981
8 09:04:17 1 0.1000 0.10857167749940388 0.06390747427940369 0.9805 0.9805 0.9805 0.9805
9 09:07:32 0 0.1000 0.10607049356155288 0.06607701629400253 0.9814 0.9814 0.9814 0.9814
10 09:10:55 1 0.1000 0.10357679251794805 0.06536506861448288 0.9811 0.9811 0.9811 0.9811
11 09:14:14 2 0.1000 0.09934903912638607 0.06659943610429764 0.9811 0.9811 0.9811 0.9811
12 09:17:31 0 0.1000 0.09835840644128474 0.06410104781389236 0.9816 0.9816 0.9816 0.9816
13 09:20:54 1 0.1000 0.09667944757963298 0.06427688896656036 0.9816 0.9816 0.9816 0.9816
14 09:24:13 0 0.1000 0.09310611423129937 0.06639766693115234 0.9817 0.9817 0.9817 0.9817
15 09:27:36 0 0.1000 0.09273757020644302 0.06283392012119293 0.982 0.982 0.982 0.982
16 09:30:58 1 0.1000 0.0906242242911817 0.06354553997516632 0.982 0.982 0.982 0.982
17 09:34:16 0 0.1000 0.08953603486075622 0.06361010670661926 0.9823 0.9823 0.9823 0.9823
18 09:37:38 1 0.1000 0.08716175395396096 0.06376409530639648 0.982 0.982 0.982 0.982
19 09:40:54 0 0.1000 0.08630291839682559 0.06360483914613724 0.9824 0.9824 0.9824 0.9824
20 09:44:18 1 0.1000 0.08576645481590557 0.06494450569152832 0.982 0.982 0.982 0.982
21 09:47:35 0 0.1000 0.08385216420677111 0.06328344345092773 0.9827 0.9827 0.9827 0.9827
22 09:50:58 1 0.1000 0.08442341949455835 0.06346500664949417 0.9815 0.9815 0.9815 0.9815
23 09:54:16 2 0.1000 0.08142570236260006 0.06540019810199738 0.9821 0.9821 0.9821 0.9821
24 09:57:35 3 0.1000 0.0822403573790078 0.06453310698270798 0.9819 0.9819 0.9819 0.9819
25 10:00:51 4 0.1000 0.08115838012320148 0.06579063087701797 0.9817 0.9817 0.9817 0.9817
26 10:04:08 1 0.0500 0.07444606900847728 0.06646668165922165 0.9822 0.9822 0.9822 0.9822
27 10:07:27 2 0.0500 0.0712278272039567 0.06514652073383331 0.9823 0.9823 0.9823 0.9823
28 10:10:43 0 0.0500 0.07007554484263678 0.06285692006349564 0.9828 0.9828 0.9828 0.9828
29 10:14:05 0 0.0500 0.06775021975879568 0.06288447976112366 0.9831 0.9831 0.9831 0.9831
30 10:17:28 1 0.0500 0.06664810656288497 0.06311798095703125 0.9824 0.9824 0.9824 0.9824
31 10:20:44 2 0.0500 0.06655944385465427 0.06285466253757477 0.9829 0.9829 0.9829 0.9829
32 10:24:00 3 0.0500 0.06484422466931324 0.062373436987400055 0.9827 0.9827 0.9827 0.9827
33 10:27:18 4 0.0500 0.0640099294991078 0.06352584064006805 0.983 0.983 0.983 0.983
34 10:30:35 0 0.0250 0.060174371477019914 0.06348917633295059 0.9835 0.9835 0.9835 0.9835
35 10:33:57 1 0.0250 0.06001775798271323 0.06338120251893997 0.9829 0.9829 0.9829 0.9829
36 10:37:17 2 0.0250 0.05871860721139249 0.06424003839492798 0.9835 0.9835 0.9835 0.9835
37 10:40:35 3 0.0250 0.058616780999994414 0.06326954811811447 0.9831 0.9831 0.9831 0.9831
38 10:43:52 4 0.0250 0.05700768598441678 0.06343492120504379 0.9831 0.9831 0.9831 0.9831
39 10:47:11 1 0.0125 0.05521906535375693 0.06419230252504349 0.9829 0.9829 0.9829 0.9829
40 10:50:26 2 0.0125 0.0545923078244546 0.06343018263578415 0.9829 0.9829 0.9829 0.9829
41 10:53:43 3 0.0125 0.05370077676597374 0.06420625746250153 0.9831 0.9831 0.9831 0.9831
42 10:57:03 4 0.0125 0.053218689249659105 0.06362675130367279 0.9831 0.9831 0.9831 0.9831
43 11:00:20 1 0.0063 0.052319793331815405 0.06449297815561295 0.983 0.983 0.983 0.983
44 11:03:36 2 0.0063 0.052714465782813934 0.06455685943365097 0.9831 0.9831 0.9831 0.9831
45 11:06:56 3 0.0063 0.052344465870703995 0.06413871794939041 0.983 0.983 0.983 0.983
46 11:10:13 4 0.0063 0.05212448329383334 0.0644669309258461 0.983 0.983 0.983 0.983
47 11:13:29 1 0.0031 0.05113414183996207 0.06470787525177002 0.9829 0.9829 0.9829 0.9829
48 11:16:48 2 0.0031 0.05100923420506556 0.06484530121088028 0.983 0.983 0.983 0.983
49 11:20:04 3 0.0031 0.05102771810317176 0.06486314535140991 0.983 0.983 0.983 0.983
50 11:23:20 4 0.0031 0.05190557099563212 0.06452730298042297 0.9831 0.9831 0.9831 0.9831 |