loss.tsv

EPOCH	TIMESTAMP	BAD_EPOCHS	LEARNING_RATE	TRAIN_LOSS	DEV_LOSS	DEV_PRECISION	DEV_RECALL	DEV_F1	DEV_ACCURACY
1	02:14:51	0	0.0000	0.11617285069815537	0.035937123000621796	0.8122	0.8972	0.8526	0.743
2	02:17:37	0	0.0000	0.028942814342881238	0.03118034638464451	0.8596	0.9087	0.8834	0.7912
3	02:20:32	0	0.0000	0.02030114386189651	0.03210031986236572	0.8695	0.908	0.8883	0.7991
4	02:23:28	1	0.0000	0.01444663632245216	0.03326434642076492	0.9038	0.8704	0.8868	0.7966
5	02:26:13	0	0.0000	0.010899539461327212	0.03717612847685814	0.8598	0.9187	0.8883	0.7991
6	02:29:08	0	0.0000	0.008398983809328782	0.045377228409051895	0.8908	0.8932	0.892	0.8051
7	02:32:02	1	0.0000	0.007177324421444383	0.0634431317448616	0.863	0.9093	0.8855	0.7946
8	02:34:47	2	0.0000	0.0058248140074916915	0.05479913204908371	0.8993	0.8818	0.8905	0.8026
9	02:37:32	3	0.0000	0.004563455296361047	0.06901146471500397	0.8908	0.8825	0.8866	0.7964
10	02:40:16	0	0.0000	0.004290864873709165	0.076646588742733	0.8957	0.8939	0.8948	0.8096
11	02:43:12	0	0.0000	0.0035012770560050753	0.08234777301549911	0.8808	0.9127	0.8964	0.8123
12	02:46:07	1	0.0000	0.0030491414638966962	0.08637146651744843	0.8987	0.8878	0.8932	0.8071
13	02:48:50	2	0.0000	0.002585884869803427	0.08535982668399811	0.8832	0.904	0.8935	0.8074
14	02:51:32	3	0.0000	0.0020195639496999353	0.09999978542327881	0.888	0.8892	0.8886	0.7995
15	02:54:15	4	0.0000	0.0017793230861608469	0.09671822935342789	0.8719	0.914	0.8925	0.8058
16	02:56:58	1	0.0000	0.0012392418795021767	0.10410250723361969	0.8913	0.8972	0.8942	0.8087
17	02:59:41	2	0.0000	0.0007802858335713949	0.1082972064614296	0.8894	0.9019	0.8956	0.811
18	03:02:23	3	0.0000	0.0008388488571397871	0.1099468469619751	0.8959	0.8959	0.8959	0.8114
19	03:05:06	0	0.0000	0.0006708167148192193	0.10798501968383789	0.8902	0.904	0.897	0.8133
20	03:08:00	1	0.0000	0.0005126711258584771	0.11629284173250198	0.8777	0.906	0.8916	0.8044
21	03:10:42	2	0.0000	0.000330436305416995	0.11491533368825912	0.8838	0.9093	0.8964	0.8122
22	03:13:25	3	0.0000	0.0006571130974072309	0.11899106204509735	0.8883	0.8972	0.8927	0.8063
23	03:16:07	4	0.0000	0.0004316467953077139	0.1171577051281929	0.8958	0.8892	0.8925	0.8058
24	03:18:49	1	0.0000	0.000509976002998912	0.11731616407632828	0.8789	0.9066	0.8926	0.806
25	03:21:32	2	0.0000	0.0001517046677193792	0.12183552980422974	0.8936	0.8972	0.8954	0.8107
26	03:24:12	3	0.0000	0.0003660367595276119	0.1203715056180954	0.8835	0.9013	0.8923	0.8055
27	03:26:54	4	0.0000	0.00037031071225696207	0.11908819526433945	0.875	0.912	0.8931	0.8069
28	03:29:34	1	0.0000	0.0003296231379874558	0.12051758170127869	0.8839	0.9053	0.8945	0.8091
29	03:32:14	2	0.0000	0.0001235942520051877	0.12005238234996796	0.8874	0.8999	0.8936	0.8077
30	03:34:53	3	0.0000	5.2524863341817e-05	0.12262315303087234	0.8846	0.9006	0.8925	0.8059