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EPOCH TIMESTAMP BAD_EPOCHS LEARNING_RATE TRAIN_LOSS DEV_LOSS DEV_ACCURACY
1 12:07:13 0 0.1000 24.352914784861877 6.874114513397217 0.9124
2 12:08:25 0 0.1000 9.821512709676693 5.277429103851318 0.9289
3 12:09:36 0 0.1000 8.52279054802076 4.803399562835693 0.935
4 12:10:48 0 0.1000 7.940322291534559 4.450038433074951 0.9399
5 12:11:59 0 0.1000 7.577120825252702 4.1144700050354 0.9453
6 12:13:11 0 0.1000 7.244362054672917 3.8972177505493164 0.9465
7 12:14:22 0 0.1000 6.928725415626459 3.6763200759887695 0.9505
8 12:15:34 0 0.1000 6.7305850455191285 3.591869354248047 0.951
9 12:16:45 0 0.1000 6.529619546063178 3.529794216156006 0.9514
10 12:17:57 0 0.1000 6.4051148068588395 3.361401081085205 0.9543
11 12:19:08 0 0.1000 6.225892619749086 3.307126760482788 0.9546
12 12:20:19 0 0.1000 6.07130308488829 3.209815502166748 0.9563
13 12:21:30 1 0.1000 5.966619405071293 3.2812561988830566 0.9551
14 12:22:24 0 0.1000 5.815430428074524 3.0533204078674316 0.9579
15 12:23:35 0 0.1000 5.728086492656606 3.098984718322754 0.9583
16 12:24:47 0 0.1000 5.669845878550436 3.0057859420776367 0.96
17 12:25:55 0 0.1000 5.5238364913822275 2.9501729011535645 0.9609
18 12:27:07 0 0.1000 5.439378751062714 2.8849360942840576 0.9613
19 12:28:18 0 0.1000 5.4303491199966025 2.8557286262512207 0.9618
20 12:29:30 1 0.1000 5.322381703199539 2.8642454147338867 0.9611
21 12:30:22 0 0.1000 5.291211606126971 2.8174052238464355 0.9618
22 12:31:34 0 0.1000 5.238594258781028 2.7941231727600098 0.962
23 12:32:45 0 0.1000 5.174635685650649 2.8065927028656006 0.9622
24 12:33:57 0 0.1000 5.136732407375774 2.727389097213745 0.9635
25 12:35:08 1 0.1000 5.048197005702331 2.7719874382019043 0.9622
26 12:35:59 2 0.1000 5.0126003164105715 2.764522075653076 0.9626
27 12:36:49 3 0.1000 4.932296039783849 2.750129461288452 0.9635
28 12:37:40 4 0.1000 4.934067304155468 2.7224578857421875 0.9634
29 12:38:31 0 0.0500 4.827951632769762 2.643817901611328 0.965
30 12:39:46 1 0.0500 4.7663413866431315 2.677062511444092 0.9645
31 12:40:37 0 0.0500 4.740225085115011 2.6126627922058105 0.9651
32 12:41:49 0 0.0500 4.747934503892882 2.6256086826324463 0.9652
33 12:42:57 1 0.0500 4.731817424824808 2.627054452896118 0.9642
34 12:43:45 2 0.0500 4.666722721758142 2.652263641357422 0.9644
35 12:44:33 0 0.0500 4.657514840100719 2.5764060020446777 0.9653
36 12:45:45 0 0.0500 4.6433496253680335 2.5746216773986816 0.9655
37 12:46:56 1 0.0500 4.575873723072288 2.5787086486816406 0.9652
38 12:47:47 2 0.0500 4.603727855513581 2.5750954151153564 0.9655
39 12:48:38 0 0.0500 4.599937047578592 2.546065330505371 0.9663
40 12:49:50 1 0.0500 4.53491151754835 2.5598995685577393 0.9657
41 12:50:41 2 0.0500 4.582692792985291 2.5540454387664795 0.9662
42 12:51:32 3 0.0500 4.526955444200904 2.551039695739746 0.9659
43 12:52:24 4 0.0500 4.517707317276338 2.552358388900757 0.9656
44 12:53:15 1 0.0250 4.49768823648976 2.5111753940582275 0.9661
45 12:54:06 0 0.0250 4.43248399380034 2.512387275695801 0.9665
46 12:55:21 1 0.0250 4.462717730387122 2.527057647705078 0.9659
47 12:56:13 2 0.0250 4.443671488128932 2.523621082305908 0.9663
48 12:57:06 3 0.0250 4.4523484379844325 2.5409979820251465 0.9656
49 12:57:58 4 0.0250 4.414380044008778 2.519404172897339 0.9658
50 12:58:50 1 0.0125 4.370776829466355 2.512692928314209 0.9662
51 12:59:43 2 0.0125 4.403064363825638 2.497544288635254 0.9662
52 13:00:35 0 0.0125 4.3785654538500625 2.495731830596924 0.9665
53 13:01:47 0 0.0125 4.355278829557705 2.4923317432403564 0.967
54 13:02:59 1 0.0125 4.333678360533925 2.5062971115112305 0.9663
55 13:03:51 2 0.0125 4.376626134973712 2.5064191818237305 0.9667
56 13:04:43 3 0.0125 4.366113780874066 2.4929332733154297 0.9665
57 13:05:35 4 0.0125 4.342541002594264 2.496828079223633 0.9668
58 13:06:27 1 0.0063 4.354641588388291 2.4992542266845703 0.9665
59 13:07:19 2 0.0063 4.310451674250375 2.4926538467407227 0.9666
60 13:08:11 3 0.0063 4.3229276743610345 2.4904088973999023 0.9664
61 13:09:06 0 0.0063 4.3158495784860795 2.4885008335113525 0.967
62 13:10:18 1 0.0063 4.306315663641533 2.4861385822296143 0.9669
63 13:11:10 2 0.0063 4.319463928188898 2.4990551471710205 0.9663
64 13:12:02 3 0.0063 4.337729811668396 2.4925572872161865 0.9664
65 13:12:54 4 0.0063 4.301230189019599 2.484386920928955 0.9666
66 13:13:46 1 0.0031 4.329056900159448 2.491257667541504 0.9667
67 13:14:38 2 0.0031 4.343626304010375 2.4913344383239746 0.9664
68 13:15:30 3 0.0031 4.305611386763311 2.493551731109619 0.9666
69 13:16:22 4 0.0031 4.272685433911011 2.491436004638672 0.9664
70 13:17:14 1 0.0016 4.297806180683913 2.489553213119507 0.9665
71 13:18:06 2 0.0016 4.29427551273751 2.491175651550293 0.9665
72 13:18:58 3 0.0016 4.318995846056305 2.4857826232910156 0.9667
73 13:19:50 4 0.0016 4.3249453422242565 2.4887161254882812 0.9668
74 13:20:41 1 0.0008 4.325933617828166 2.487290859222412 0.9668
75 13:21:33 2 0.0008 4.305551873899139 2.4870996475219727 0.9668
76 13:22:25 3 0.0008 4.3324712145645 2.488741397857666 0.9666
77 13:23:17 4 0.0008 4.289099588858343 2.485323429107666 0.9668
78 13:24:13 1 0.0004 4.313757359454062 2.488582134246826 0.9666
79 13:25:05 2 0.0004 4.291785097755162 2.489116668701172 0.9666
80 13:25:57 3 0.0004 4.303225813713749 2.4872920513153076 0.9667
81 13:26:49 4 0.0004 4.293131381009532 2.4866726398468018 0.9667
82 13:27:42 1 0.0002 4.3097821537372285 2.4870944023132324 0.9667
83 13:28:35 2 0.0002 4.337090116686525 2.486717939376831 0.9667
84 13:29:27 3 0.0002 4.330434405698186 2.486844539642334 0.9667
85 13:30:19 4 0.0002 4.338495939178804 2.487819194793701 0.9666 |