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EPOCH TIMESTAMP BAD_EPOCHS LEARNING_RATE TRAIN_LOSS DEV_LOSS DEV_ACCURACY
1 04:18:22 0 0.3000 49.882320404052734 30.73543357849121 0.5126
2 04:18:52 0 0.3000 27.205928955078125 17.981204986572266 0.7067
3 04:19:22 0 0.3000 19.27288631439209 13.695486068725586 0.7629
4 04:19:52 0 0.3000 15.688463249206542 12.137931823730469 0.7998
5 04:20:23 0 0.3000 13.741298332214356 10.568546295166016 0.8187
6 04:20:53 0 0.3000 11.948141164779663 9.031622886657715 0.8481
7 04:21:24 1 0.3000 10.84630838394165 9.201812744140625 0.8398
8 04:21:45 0 0.3000 10.338667764663697 7.98112678527832 0.8673
9 04:22:16 0 0.3000 9.518096084594726 7.542094707489014 0.8711
10 04:22:46 0 0.3000 8.641199436187744 6.95101261138916 0.879
11 04:23:17 0 0.3000 8.364440002441405 6.946200847625732 0.882
12 04:23:48 0 0.3000 7.8404036808013915 6.661767482757568 0.8873
13 04:24:19 1 0.3000 7.468326864242553 6.98322057723999 0.8869
14 04:24:40 0 0.3000 7.015459260940552 6.541140556335449 0.8956
15 04:25:10 1 0.3000 6.889036064147949 6.795278072357178 0.8858
16 04:25:30 0 0.3000 6.526313610076905 6.253621578216553 0.8975
17 04:26:00 0 0.3000 6.222155442237854 5.916778564453125 0.9024
18 04:26:31 0 0.3000 6.120819807052612 6.017233848571777 0.9028
19 04:27:02 0 0.3000 5.730041918754577 5.986006736755371 0.905
20 04:27:33 1 0.3000 5.572986946105957 5.930326461791992 0.9012
21 04:27:54 0 0.3000 5.243037643432618 5.876016139984131 0.9077
22 04:28:25 1 0.3000 5.002993788719177 6.265571594238281 0.9039
23 04:28:46 0 0.3000 5.054848546981812 6.006520748138428 0.9092
24 04:29:16 1 0.3000 4.784751815795898 6.140750885009766 0.9043
25 04:29:36 0 0.3000 4.5780135679245 6.105770111083984 0.9092
26 04:30:07 1 0.3000 4.496963653564453 6.628708839416504 0.9012
27 04:30:27 2 0.3000 4.540317349433899 6.179070949554443 0.9069
28 04:30:48 3 0.3000 4.316296877861023 5.845078945159912 0.9069
29 04:31:08 4 0.3000 4.183013195991516 6.092258453369141 0.9084
30 04:31:29 0 0.1500 3.9614382719993593 5.713150978088379 0.9129
31 04:31:59 0 0.1500 3.5369500517845154 5.8165435791015625 0.9148
32 04:32:31 0 0.1500 3.404759356975555 5.617457389831543 0.9167
33 04:33:02 1 0.1500 3.275322320461273 5.714725494384766 0.9156
34 04:33:22 2 0.1500 3.1890833711624147 5.6389312744140625 0.9167
35 04:33:43 3 0.1500 3.149533565044403 5.767107963562012 0.9152
36 04:34:03 4 0.1500 3.325885310173035 5.621600151062012 0.9144
37 04:34:24 0 0.0750 3.066392307281494 5.518418788909912 0.9212
38 04:34:55 1 0.0750 2.973194587230682 5.583366394042969 0.9171
39 04:35:15 2 0.0750 2.8446242785453797 5.578202724456787 0.9175
40 04:35:36 3 0.0750 2.90439391374588 5.7049994468688965 0.9148
41 04:35:57 4 0.0750 2.767325294017792 5.642393112182617 0.9205
42 04:36:19 0 0.0375 2.7117043817043305 5.596333980560303 0.922
43 04:36:50 0 0.0375 2.7223112869262693 5.48341703414917 0.9231
44 04:37:21 1 0.0375 2.728319194316864 5.58450984954834 0.9205
45 04:37:42 2 0.0375 2.489066996574402 5.558457374572754 0.922
46 04:38:03 0 0.0375 2.672636880874634 5.60237979888916 0.9239
47 04:38:34 0 0.0375 2.514154261350632 5.621846675872803 0.9242
48 04:39:04 1 0.0375 2.606863124370575 5.574971675872803 0.9239
49 04:39:25 2 0.0375 2.503600203990936 5.674612998962402 0.9197
50 04:39:46 3 0.0375 2.5693609166145324 5.591398239135742 0.9208
51 04:40:06 4 0.0375 2.540801639556885 5.714648246765137 0.919
52 04:40:27 1 0.0187 2.4773984861373903 5.6428985595703125 0.9242
53 04:40:48 2 0.0187 2.4860887336730957 5.656498908996582 0.9216
54 04:41:09 3 0.0187 2.4022378802299498 5.651618957519531 0.9224
55 04:41:30 4 0.0187 2.424324674606323 5.660974025726318 0.9231
56 04:41:51 1 0.0094 2.493884975910187 5.629773139953613 0.9231
57 04:42:12 2 0.0094 2.5248878169059754 5.650582313537598 0.9239
58 04:42:32 3 0.0094 2.3726199650764466 5.631865501403809 0.9227
59 04:42:52 4 0.0094 2.4306237864494324 5.658109188079834 0.9235
60 04:43:12 1 0.0047 2.4284312558174133 5.651933193206787 0.9242
61 04:43:32 0 0.0047 2.393685576915741 5.637948513031006 0.9246
62 04:44:03 0 0.0047 2.3065691089630125 5.627078056335449 0.9254
63 04:44:32 1 0.0047 2.432122304439545 5.634641170501709 0.9246
64 04:44:53 2 0.0047 2.27450335085392 5.627133846282959 0.9246
65 04:45:13 3 0.0047 2.403198757171631 5.6327924728393555 0.9239
66 04:45:34 4 0.0047 2.5661779713630675 5.638400077819824 0.9246
67 04:45:55 1 0.0023 2.3839201736450195 5.640754699707031 0.925
68 04:46:16 2 0.0023 2.355553708076477 5.634337425231934 0.9246
69 04:46:37 3 0.0023 2.403814151287079 5.629244804382324 0.9254
70 04:46:58 4 0.0023 2.4244448208808898 5.630977630615234 0.9254
71 04:47:19 0 0.0012 2.4008645498752594 5.630173683166504 0.9257
72 04:47:49 1 0.0012 2.3962165236473085 5.62816047668457 0.925
73 04:48:10 2 0.0012 2.297570834159851 5.6278395652771 0.925
74 04:48:31 3 0.0012 2.2813720977306366 5.626428127288818 0.9254
75 04:48:52 4 0.0012 2.3789615130424497 5.630959987640381 0.925
76 04:49:12 1 0.0006 2.428750479221344 5.630477428436279 0.9246
77 04:49:33 2 0.0006 2.423829061985016 5.631059169769287 0.9246
78 04:49:54 3 0.0006 2.3903207278251646 5.631186485290527 0.9246
79 04:50:15 4 0.0006 2.5224666357040406 5.631038188934326 0.9246
80 04:50:36 1 0.0003 2.3563700199127195 5.630791664123535 0.9246
81 04:50:56 2 0.0003 2.269023690223694 5.631392955780029 0.9246
82 04:51:16 3 0.0003 2.2840119409561157 5.632561683654785 0.9246
83 04:51:37 4 0.0003 2.3476451563835146 5.633981227874756 0.9246
84 04:51:59 1 0.0001 2.369999661445618 5.633601665496826 0.9246
85 04:52:20 2 0.0001 2.329481601715088 5.6335673332214355 0.9246
86 04:52:40 3 0.0001 2.4425984263420104 5.63382625579834 0.9246
87 04:53:02 4 0.0001 2.3529653429985045 5.633864402770996 0.9246 |