| EPOCH TIMESTAMP BAD_EPOCHS LEARNING_RATE TRAIN_LOSS TRAIN_PRECISION TRAIN_RECALL TRAIN_F1 TRAIN_ACCURACY DEV_LOSS DEV_PRECISION DEV_RECALL DEV_F1 DEV_ACCURACY | |
| 1 12:42:38 0 0.1000 1.2624991280691964 0.861785352230072 0.7432 0.7097 0.7261 0.5916 0.9671951532363892 0.687 0.6593 0.6729 0.5341 | |
| 2 12:43:50 0 0.1000 0.6825343231175375 0.5168215036392212 0.7308 0.8282 0.7765 0.661 0.6507071852684021 0.6635 0.7656 0.7109 0.5838 | |
| 3 12:45:03 0 0.1000 0.5183594098256386 0.3893236517906189 0.8172 0.836 0.8265 0.7337 0.4997367858886719 0.7649 0.7985 0.7814 0.6899 | |
| 4 12:46:15 0 0.1000 0.4139997055040813 0.3005659878253937 0.8938 0.8594 0.8763 0.8003 0.3956667482852936 0.8377 0.8132 0.8253 0.74 | |
| 5 12:47:27 1 0.1000 0.36818719446306397 0.24057592451572418 0.8911 0.9028 0.8969 0.8363 0.3635919690132141 0.7993 0.8168 0.808 0.7102 | |
| 6 12:48:38 2 0.1000 0.31204920145584586 0.2524365782737732 0.87 0.8696 0.8698 0.7968 0.3847086429595947 0.7949 0.7949 0.7949 0.7023 | |
| 7 12:49:50 3 0.1000 0.28333256802917633 0.21568651497364044 0.8761 0.893 0.8845 0.8179 0.3467901051044464 0.8123 0.8242 0.8182 0.7258 | |
| 8 12:51:02 4 0.1000 0.2589272867494585 0.19819645583629608 0.8969 0.8918 0.8943 0.8346 0.33811214566230774 0.8178 0.8059 0.8118 0.719 | |
| 9 12:52:14 0 0.0500 0.2208224505362426 0.14378328621387482 0.9301 0.927 0.9285 0.8794 0.2700260877609253 0.8401 0.8278 0.8339 0.7386 | |
| 10 12:53:28 0 0.0500 0.2100470625941066 0.1295960396528244 0.94 0.9319 0.936 0.8938 0.2524380087852478 0.8625 0.8498 0.8561 0.7708 | |
| 11 12:54:42 1 0.0500 0.19424312072392752 0.1299719512462616 0.9298 0.9393 0.9345 0.8907 0.2761968970298767 0.8406 0.8498 0.8452 0.7557 | |
| 12 12:55:55 0 0.0500 0.18922761222213783 0.11139164865016937 0.9456 0.9479 0.9468 0.9092 0.24872702360153198 0.8704 0.8608 0.8656 0.786 | |
| 13 12:57:06 1 0.0500 0.178593337767626 0.11495152860879898 0.94 0.9446 0.9423 0.9011 0.2527526021003723 0.8571 0.8571 0.8571 0.7697 | |
| 14 12:58:17 0 0.0500 0.17087342237277447 0.09600471705198288 0.9559 0.959 0.9574 0.9252 0.2339187115430832 0.8881 0.8718 0.8799 0.8013 | |
| 15 12:59:28 0 0.0500 0.1794916741442902 0.10160095989704132 0.9584 0.9455 0.9519 0.9158 0.22547538578510284 0.8981 0.8718 0.8848 0.8041 | |
| 16 13:00:40 1 0.0500 0.16603657197670119 0.09528940916061401 0.9628 0.9442 0.9534 0.9208 0.2436159998178482 0.8897 0.8571 0.8731 0.8014 | |
| 17 13:01:51 2 0.0500 0.16133079754530325 0.09658616781234741 0.9542 0.9475 0.9508 0.9127 0.25625115633010864 0.8731 0.8571 0.8651 0.7748 | |
| 18 13:03:04 3 0.0500 0.15205490873309382 0.07957068085670471 0.9641 0.9569 0.9605 0.9332 0.24449127912521362 0.8826 0.8535 0.8678 0.7898 | |
| 19 13:04:15 4 0.0500 0.14762112769854846 0.08018826693296432 0.9589 0.9664 0.9626 0.9342 0.2329457700252533 0.8635 0.8571 0.8603 0.7697 | |
| 20 13:05:25 0 0.0250 0.13416617515222157 0.06673520058393478 0.9676 0.9672 0.9674 0.9417 0.22465617954730988 0.8981 0.8718 0.8848 0.8068 | |
| 21 13:06:34 0 0.0250 0.13184886426111447 0.06548392027616501 0.9727 0.9647 0.9687 0.9446 0.22177472710609436 0.8985 0.8755 0.8868 0.8157 | |
| 22 13:07:46 0 0.0250 0.12659577267309013 0.06098590046167374 0.9752 0.9668 0.971 0.9477 0.21829380095005035 0.9049 0.8718 0.8881 0.8095 | |
| 23 13:08:59 0 0.0250 0.1288031041974852 0.05855342745780945 0.9769 0.9717 0.9743 0.9549 0.21743902564048767 0.9053 0.8755 0.8901 0.8129 | |
| 24 13:10:12 1 0.0250 0.1292022240736277 0.05762539058923721 0.9705 0.9705 0.9705 0.9487 0.21672436594963074 0.8947 0.8718 0.8831 0.8068 | |
| 25 13:11:23 0 0.0250 0.12257867395525147 0.05489451438188553 0.9762 0.9754 0.9758 0.957 0.20767748355865479 0.9094 0.8828 0.8959 0.8197 | |
| 26 13:12:36 1 0.0250 0.12978441588272005 0.053497862070798874 0.9691 0.977 0.9731 0.9517 0.21015514433383942 0.8848 0.8718 0.8782 0.7987 | |
| 27 13:13:49 2 0.0250 0.12584238060429653 0.05426767095923424 0.974 0.9688 0.9714 0.9494 0.21591384708881378 0.9057 0.8791 0.8922 0.8191 | |
| 28 13:15:05 0 0.0250 0.11048245014825919 0.05138213932514191 0.9753 0.9721 0.9737 0.9534 0.20661891996860504 0.9101 0.8901 0.9 0.8265 | |
| 29 13:16:20 1 0.0250 0.10748581229280035 0.04754020646214485 0.9831 0.9783 0.9807 0.9656 0.20554056763648987 0.8947 0.8718 0.8831 0.8013 | |
| 30 13:17:37 2 0.0250 0.1138213260034737 0.049051374197006226 0.9814 0.9717 0.9765 0.9591 0.21063490211963654 0.9195 0.8791 0.8989 0.8276 | |
| 31 13:18:54 3 0.0250 0.11994299481505574 0.04879188537597656 0.9822 0.9713 0.9767 0.9599 0.21518820524215698 0.9077 0.8645 0.8856 0.811 | |
| 32 13:20:08 4 0.0250 0.113609206908251 0.04602975398302078 0.9762 0.9766 0.9764 0.9593 0.2196006327867508 0.8947 0.8718 0.8831 0.8068 | |
| 33 13:21:25 1 0.0125 0.11010150409611422 0.04103841260075569 0.982 0.9815 0.9818 0.9684 0.19789864122867584 0.8981 0.8718 0.8848 0.8068 | |
| 34 13:22:43 2 0.0125 0.10113046086650729 0.04190446436405182 0.9815 0.9783 0.9799 0.9656 0.20444391667842865 0.9157 0.8755 0.8951 0.8241 | |
| 35 13:24:00 3 0.0125 0.10165476730488562 0.03953753411769867 0.9836 0.9815 0.9826 0.9704 0.20463646948337555 0.9091 0.8791 0.8939 0.8191 | |
| 36 13:25:15 4 0.0125 0.10106634041664465 0.03854582458734512 0.9832 0.9815 0.9824 0.9692 0.20157837867736816 0.9019 0.8755 0.8885 0.8074 | |
| 37 13:26:32 1 0.0063 0.09473008117933748 0.03739665448665619 0.9856 0.9828 0.9842 0.9736 0.20396985113620758 0.916 0.8791 0.8972 0.8276 | |
| 38 13:27:45 0 0.0063 0.0904515941165205 0.03672816604375839 0.9856 0.9824 0.984 0.9724 0.1981133222579956 0.9234 0.8828 0.9026 0.831 | |
| 39 13:28:59 1 0.0063 0.09554681721523668 0.03638274222612381 0.9856 0.9824 0.984 0.9724 0.20241594314575195 0.9122 0.8755 0.8935 0.8185 | |
| 40 13:30:13 2 0.0063 0.09763757313900043 0.03600259870290756 0.9852 0.9824 0.9838 0.972 0.20378927886486053 0.9091 0.8791 0.8939 0.8163 |