EPOCH	TIMESTAMP	BAD_EPOCHS	LEARNING_RATE	TRAIN_LOSS	DEV_LOSS	DEV_PRECISION	DEV_RECALL	DEV_F1	DEV_ACCURACY
1	03:01:31	0	0.1000	0.3455046722845203	0.16570232808589935	0.345	0.4842	0.4029	0.2606
2	03:02:34	0	0.1000	0.1393284515590748	0.09656457602977753	0.6523	0.586	0.6174	0.4514
3	03:03:36	0	0.1000	0.10144627233226995	0.0682184025645256	0.7719	0.7421	0.7567	0.6148
4	03:04:39	0	0.1000	0.07696720961657275	0.05980030819773674	0.837	0.8018	0.819	0.6998
5	03:05:41	1	0.1000	0.06871577030696857	0.05544961616396904	0.8395	0.7614	0.7985	0.6708
6	03:06:39	0	0.1000	0.05953388189143438	0.05082135647535324	0.8486	0.8263	0.8373	0.7302
7	03:07:42	0	0.1000	0.052775141619520356	0.04711301997303963	0.8732	0.8456	0.8592	0.7627
8	03:08:45	0	0.1000	0.04427813716771673	0.045138511806726456	0.8712	0.8544	0.8627	0.7657
9	03:09:47	1	0.1000	0.04127581355791058	0.0582578182220459	0.8682	0.786	0.825	0.7157
10	03:10:46	2	0.1000	0.038852325850987364	0.04387445002794266	0.8889	0.814	0.8498	0.746
11	03:11:44	0	0.1000	0.033066125950163436	0.04172874242067337	0.8596	0.8702	0.8649	0.7762
12	03:12:47	1	0.1000	0.03285441790081451	0.044125996530056	0.8853	0.8263	0.8548	0.7548
13	03:13:45	2	0.1000	0.028272493363100493	0.037993188947439194	0.8629	0.8614	0.8622	0.7672
14	03:14:43	0	0.1000	0.028012777847625164	0.04168141633272171	0.8639	0.8684	0.8661	0.7771
15	03:15:45	0	0.1000	0.028755176732914996	0.03653959184885025	0.8781	0.8719	0.875	0.7876
16	03:16:48	1	0.1000	0.023739201519181994	0.04710310697555542	0.8471	0.8842	0.8652	0.7742
17	03:17:46	0	0.1000	0.023691753333790023	0.04203850403428078	0.8953	0.8702	0.8826	0.8
18	03:18:49	1	0.1000	0.020944130101898363	0.04047093912959099	0.878	0.8842	0.8811	0.7987
19	03:19:45	0	0.1000	0.021288619133685353	0.04064437001943588	0.9025	0.8772	0.8897	0.8104
20	03:20:48	1	0.1000	0.019210741556438565	0.039903800934553146	0.8804	0.8649	0.8726	0.7825
21	03:21:46	2	0.1000	0.019532497918917657	0.038961514830589294	0.8543	0.8947	0.874	0.7883
22	03:22:44	3	0.1000	0.01925367681554143	0.04197212681174278	0.9076	0.8614	0.8839	0.7984
23	03:23:41	4	0.1000	0.017882796033557698	0.0412365198135376	0.8722	0.8982	0.885	0.8076
24	03:24:39	1	0.0500	0.012177797734785696	0.037337951362133026	0.8583	0.893	0.8753	0.7879
25	03:25:37	2	0.0500	0.012401166343574034	0.03606007620692253	0.8774	0.8912	0.8842	0.8013
26	03:26:35	3	0.0500	0.011213203335218537	0.041908808052539825	0.8678	0.8982	0.8828	0.7988
27	03:27:33	4	0.0500	0.011071881590635194	0.04194819927215576	0.8621	0.9105	0.8857	0.8084
28	03:28:31	0	0.0250	0.01032773384336625	0.03861014544963837	0.878	0.9088	0.8931	0.8196
29	03:29:33	1	0.0250	0.009566833038269839	0.04020700231194496	0.8707	0.8982	0.8843	0.8025
30	03:30:30	2	0.0250	0.009840658661344594	0.040246278047561646	0.8703	0.8947	0.8824	0.8019
31	03:31:29	3	0.0250	0.008224817990518576	0.03930843994021416	0.8723	0.9105	0.891	0.8148
32	03:32:26	0	0.0250	0.0086706623880566	0.03956405445933342	0.8998	0.8982	0.899	0.8271
33	03:33:28	1	0.0250	0.008401969211993788	0.04015888273715973	0.8786	0.9018	0.89	0.8107
34	03:34:25	2	0.0250	0.008044265429066584	0.0419330857694149	0.8839	0.8947	0.8893	0.8108
35	03:35:24	3	0.0250	0.00845206605456007	0.04051949828863144	0.8881	0.9053	0.8966	0.823
36	03:36:21	4	0.0250	0.008393248998093586	0.04092669114470482	0.8729	0.9035	0.8879	0.8072
37	03:37:20	1	0.0125	0.007789700115547146	0.03935045003890991	0.892	0.8982	0.8951	0.8179
38	03:38:18	2	0.0125	0.006503199704687598	0.03920961171388626	0.8883	0.907	0.8976	0.8219
39	03:39:17	3	0.0125	0.007203606879324496	0.03949600085616112	0.8748	0.907	0.8906	0.8116
40	03:40:14	4	0.0125	0.0067083238403566345	0.04123305529356003	0.8797	0.9105	0.8948	0.8186
41	03:41:13	1	0.0063	0.005902788374379246	0.04026409983634949	0.8803	0.9035	0.8918	0.8136
42	03:42:10	2	0.0063	0.00680605719754179	0.041221924126148224	0.8823	0.907	0.8945	0.8167
43	03:43:08	3	0.0063	0.00784490530913001	0.04122209921479225	0.8851	0.9053	0.8951	0.8177
44	03:44:05	4	0.0063	0.007260612931508041	0.04190916195511818	0.8925	0.9035	0.898	0.8227
45	03:45:03	1	0.0031	0.005634211873662393	0.0416376069188118	0.887	0.9088	0.8977	0.8222
46	03:46:00	2	0.0031	0.006471893933872229	0.0413595512509346	0.8872	0.9105	0.8987	0.8238
47	03:46:58	3	0.0031	0.006369285576362411	0.04147793725132942	0.8825	0.9088	0.8954	0.8183
48	03:47:55	4	0.0031	0.006011106214579394	0.04214434698224068	0.884	0.9088	0.8962	0.8196
49	03:48:53	1	0.0016	0.006336181483366925	0.04169485345482826	0.8855	0.9088	0.897	0.8209
50	03:49:51	2	0.0016	0.006896293529643898	0.041619885712862015	0.8868	0.907	0.8968	0.8206
51	03:50:48	3	0.0016	0.005942367949075493	0.041253745555877686	0.8881	0.9053	0.8966	0.8203
52	03:51:45	4	0.0016	0.006706671362358967	0.04099021106958389	0.8897	0.9053	0.8974	0.8217
53	03:52:42	1	0.0008	0.005439995614630301	0.04100096598267555	0.8881	0.9053	0.8966	0.8203
54	03:53:40	2	0.0008	0.005861336921306517	0.041073162108659744	0.8866	0.9053	0.8958	0.819
55	03:54:36	3	0.0008	0.005519961345762254	0.04101268947124481	0.8868	0.907	0.8968	0.8206
56	03:55:34	4	0.0008	0.006076913646121201	0.04110672324895859	0.8883	0.907	0.8976	0.8219
57	03:56:31	1	0.0004	0.005809664961569779	0.04113282635807991	0.8853	0.907	0.896	0.8193
58	03:57:28	2	0.0004	0.0061596275889346155	0.041114162653684616	0.8853	0.907	0.896	0.8193
59	03:58:26	3	0.0004	0.006027704550752436	0.04115418344736099	0.8853	0.907	0.896	0.8193
60	03:59:23	4	0.0004	0.006702365154345858	0.04105373099446297	0.8883	0.907	0.8976	0.8219
61	04:00:20	1	0.0002	0.006160902140268197	0.04105890542268753	0.8883	0.907	0.8976	0.8219
62	04:01:17	2	0.0002	0.0066696091850728285	0.041022274643182755	0.8883	0.907	0.8976	0.8219
63	04:02:15	3	0.0002	0.0055556804883595745	0.041041262447834015	0.8883	0.907	0.8976	0.8219
64	04:03:12	4	0.0002	0.005839398151635256	0.04105839133262634	0.8851	0.9053	0.8951	0.819