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sequence-tagger-model
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pos-french
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EPOCH	TIMESTAMP	BAD_EPOCHS	LEARNING_RATE	TRAIN_LOSS	DEV_LOSS	DEV_ACCURACY
1	14:02:20	0	0.1000	68.69758622836223	33.562286376953125		0.6341
2	14:03:39	0	0.1000	28.112464617838903	14.451913833618164		0.842
3	14:04:57	0	0.1000	18.645767338507998	9.90114974975586		0.8889
4	14:06:15	0	0.1000	15.248240833788847	7.970705986022949		0.9102
5	14:07:32	0	0.1000	13.478108287912555	7.087363243103027		0.9182
6	14:08:49	0	0.1000	12.370107963021878	6.438025951385498		0.9242
7	14:10:06	0	0.1000	11.615934616696519	5.967233657836914		0.9301
8	14:11:23	0	0.1000	10.971208243243462	5.777602195739746		0.9305
9	14:12:41	0	0.1000	10.598726795837942	5.393132209777832		0.9343
10	14:13:57	1	0.1000	10.203757547699245	5.497661590576172		0.9333
11	14:14:57	0	0.1000	9.893801364223513	5.045197486877441		0.9384
12	14:16:14	0	0.1000	9.663424407486367	4.956379413604736		0.94
13	14:17:34	0	0.1000	9.477814227078868	4.854061126708984		0.9407
14	14:18:50	0	0.1000	9.267724408512622	4.6637468338012695		0.9437
15	14:20:07	1	0.1000	9.154714643427756	4.723843574523926		0.9425
16	14:21:03	0	0.1000	8.99992180714565	4.600645542144775		0.9449
17	14:22:23	0	0.1000	8.837092483993125	4.431546211242676		0.9457
18	14:23:44	0	0.1000	8.720927441014652	4.406030178070068		0.9458
19	14:25:02	0	0.1000	8.62262540580952	4.378823757171631		0.9467
20	14:26:19	0	0.1000	8.506264420737207	4.324984550476074		0.9473
21	14:27:36	0	0.1000	8.41792546331355	4.271585941314697		0.9478
22	14:28:57	0	0.1000	8.313587416589787	4.242696285247803		0.9481
23	14:30:23	0	0.1000	8.193923979733897	4.192256927490234		0.9487
24	14:31:43	0	0.1000	8.11061666708077	4.094086647033691		0.9502
25	14:33:00	1	0.1000	7.994365789194022	4.010470390319824		0.9498
26	14:34:00	0	0.1000	8.008020202670478	4.04341983795166		0.9504
27	14:35:18	0	0.1000	7.865361327618624	3.950613498687744		0.9514
28	14:36:35	1	0.1000	7.784816885416487	3.975137233734131		0.9506
29	14:37:32	2	0.1000	7.764582988435188	3.91574764251709		0.9511
30	14:38:28	0	0.1000	7.675331065085082	3.923271894454956		0.9516
31	14:39:47	0	0.1000	7.6415734966244315	3.890695333480835		0.9531
32	14:41:07	1	0.1000	7.5645937328845	3.8633809089660645		0.9521
33	14:42:03	0	0.1000	7.523175163606627	3.8121325969696045		0.9532
34	14:43:22	1	0.1000	7.426563718677622	3.7572150230407715		0.9526
35	14:44:22	0	0.1000	7.3233047375636815	3.7696845531463623		0.9537
36	14:45:39	1	0.1000	7.389569210795175	3.7234673500061035		0.953
37	14:46:36	2	0.1000	7.281651627700941	3.734175443649292		0.9533
38	14:47:32	3	0.1000	7.270007542804279	3.769817352294922		0.9531
39	14:48:31	0	0.1000	7.213365968349761	3.6631696224212646		0.9543
40	14:49:47	1	0.1000	7.149712216537611	3.682539939880371		0.9543
41	14:50:44	2	0.1000	7.1777994527226	3.6655328273773193		0.954
42	14:51:39	0	0.1000	7.042381501830785	3.650456428527832		0.9549
43	14:52:56	0	0.1000	7.088383231542807	3.5950212478637695		0.9553
44	14:54:15	1	0.1000	7.041419814118242	3.6201629638671875		0.955
45	14:55:11	2	0.1000	6.940254409756281	3.6683692932128906		0.9547
46	14:56:08	3	0.1000	6.920480015003576	3.6241424083709717		0.9546
47	14:57:05	0	0.1000	6.890594191255823	3.5482797622680664		0.9559
48	14:58:25	1	0.1000	6.855043533629021	3.5812222957611084		0.9553
49	14:59:22	2	0.1000	6.800135021716093	3.53963565826416		0.9557
50	15:00:18	0	0.1000	6.768724057526715	3.5272233486175537		0.9568
51	15:01:36	1	0.1000	6.739383368365533	3.5689055919647217		0.9562
52	15:02:33	2	0.1000	6.661376100725832	3.5081849098205566		0.9564
53	15:03:30	3	0.1000	6.624162015661729	3.5275826454162598		0.9556
54	15:04:27	4	0.1000	6.6407164852176095	3.4983420372009277		0.9567
55	15:05:23	0	0.0500	6.55794746685872	3.457058906555176		0.9568
56	15:06:41	0	0.0500	6.554000040071201	3.446054458618164		0.9568
57	15:08:01	0	0.0500	6.505894108156188	3.4272050857543945		0.9569
58	15:09:19	0	0.0500	6.536830239591345	3.4196906089782715		0.9577
59	15:10:37	0	0.0500	6.450945086183801	3.4158873558044434		0.958
60	15:11:58	1	0.0500	6.467335283228781	3.4086313247680664		0.9578
61	15:12:54	2	0.0500	6.395290446492423	3.407853603363037		0.9575
62	15:13:50	3	0.0500	6.424222988364971	3.4143223762512207		0.9575
63	15:14:46	4	0.0500	6.408897661529811	3.399538516998291		0.9577
64	15:15:43	0	0.0250	6.38559970602525	3.399369239807129		0.958
65	15:17:01	1	0.0250	6.412552774479959	3.3750159740448		0.9576
66	15:17:57	0	0.0250	6.337497213245493	3.3704581260681152		0.9581
67	15:19:15	1	0.0250	6.324488298027917	3.38270902633667		0.958
68	15:20:12	2	0.0250	6.331536335227764	3.3832640647888184		0.9581
69	15:21:08	3	0.0250	6.313072968373256	3.3663582801818848		0.958
70	15:22:04	0	0.0250	6.234962488697693	3.3701589107513428		0.9581
71	15:23:23	0	0.0250	6.320951318318865	3.3578968048095703		0.9581
72	15:24:43	1	0.0250	6.296895212831751	3.358468770980835		0.9579
73	15:25:40	2	0.0250	6.242309089255544	3.3546149730682373		0.9579
74	15:26:37	0	0.0250	6.253713097192545	3.3542890548706055		0.9582
75	15:27:53	0	0.0250	6.227823793360617	3.352653980255127		0.9585
76	15:29:09	1	0.0250	6.255534311311435	3.3581032752990723		0.9581
77	15:30:06	2	0.0250	6.240572617117283	3.3542392253875732		0.9578
78	15:31:03	3	0.0250	6.261245811935019	3.3449277877807617		0.9583
79	15:31:59	4	0.0250	6.227426613326621	3.348515510559082		0.9584
80	15:32:56	0	0.0125	6.214050103077846	3.3447864055633545		0.9585
81	15:34:13	1	0.0125	6.221008515990941	3.3493881225585938		0.9581
82	15:35:10	2	0.0125	6.221904636484332	3.3341634273529053		0.9583
83	15:36:06	3	0.0125	6.160273648996268	3.338702917098999		0.9583
84	15:37:06	4	0.0125	6.138500496349503	3.328439235687256		0.9583
85	15:38:03	1	0.0063	6.161158080649587	3.3330752849578857		0.9582
86	15:39:00	2	0.0063	6.151211350365022	3.3295114040374756		0.9583
87	15:39:57	3	0.0063	6.232518280501914	3.32422137260437		0.9583
88	15:40:54	4	0.0063	6.236182183291005	3.3302392959594727		0.9583
89	15:41:51	0	0.0031	6.141926377220491	3.324725866317749		0.9585
90	15:43:08	1	0.0031	6.166836645750873	3.3286867141723633		0.9583
91	15:44:05	2	0.0031	6.13570765689411	3.3274388313293457		0.9582
92	15:45:02	3	0.0031	6.138865977261974	3.3267321586608887		0.9583
93	15:45:59	4	0.0031	6.161072790095236	3.3274779319763184		0.9583
94	15:46:55	1	0.0016	6.144343996469954	3.3262553215026855		0.9583
95	15:47:52	2	0.0016	6.172166739944863	3.3275344371795654		0.9583
96	15:48:52	3	0.0016	6.184053657329188	3.326869487762451		0.9583
97	15:49:49	4	0.0016	6.170179907199556	3.330195903778076		0.9585
98	15:50:45	1	0.0008	6.126421856669198	3.3274950981140137		0.9583
99	15:51:42	2	0.0008	6.152514440823445	3.3275747299194336		0.9584
100	15:52:38	0	0.0008	6.157003947063885	3.327719211578369		0.9586
101	15:53:55	1	0.0008	6.169898602814801	3.327259063720703		0.9585
102	15:54:52	2	0.0008	6.145160662389435	3.325741767883301		0.9585
103	15:55:48	0	0.0008	6.15242785901095	3.325845241546631		0.9586
104	15:57:06	1	0.0008	6.170637012582965	3.3250930309295654		0.9585
105	15:58:03	2	0.0008	6.101018842342681	3.32464861869812		0.9585
106	15:58:59	3	0.0008	6.18395307844719	3.3257997035980225		0.9585
107	15:59:56	4	0.0008	6.165698562048178	3.3272788524627686		0.9585
108	16:00:52	1	0.0004	6.123404840452481	3.32755184173584		0.9586
109	16:01:52	2	0.0004	6.168317748382028	3.3270320892333984		0.9585
110	16:02:49	3	0.0004	6.15737580831072	3.3262462615966797		0.9584
111	16:03:45	4	0.0004	6.181477074074534	3.325368881225586		0.9584
112	16:04:42	1	0.0002	6.151819916953028	3.3254475593566895		0.9585
113	16:05:39	2	0.0002	6.152685663341421	3.325159788131714		0.9585
114	16:06:36	3	0.0002	6.114718158688166	3.325321912765503		0.9584
115	16:07:33	4	0.0002	6.157736689643523	3.3252782821655273		0.9585