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EPOCH	TIMESTAMP	BAD_EPOCHS	LEARNING_RATE	TRAIN_LOSS	TEST_LOSS	TEST_PRECISION	TEST_RECALL	TEST_F1
0	14:09:49	0	0.1000	15.53962151833943	4.244518280029297	0.9118	0.939	0.9252
1	14:11:26	0	0.1000	4.845319224681173	2.7801873683929443	0.9443	0.9503	0.9473
2	14:13:03	0	0.1000	3.726782758321081	2.3820221424102783	0.9537	0.9516	0.9526
3	14:14:41	0	0.1000	3.1785400424684798	2.2335431575775146	0.9578	0.9528	0.9553
4	14:16:19	0	0.1000	2.757967161280768	2.0756919384002686	0.957	0.9553	0.9561
5	14:17:56	0	0.1000	2.5949128819363456	2.0087215900421143	0.9579	0.955	0.9564
6	14:19:34	0	0.1000	2.3470180375235423	1.9395112991333008	0.9598	0.9591	0.9594
7	14:21:12	0	0.1000	2.1828423604369163	1.9301003217697144	0.9596	0.9559	0.9577
8	14:22:50	0	0.1000	2.0348347766058787	1.8262884616851807	0.9589	0.9603	0.9596
9	14:24:27	0	0.1000	1.9377417404736792	1.8178833723068237	0.9588	0.9621	0.9604
10	14:26:05	0	0.1000	1.813036076085908	1.8426893949508667	0.9607	0.9598	0.9602
11	14:27:43	0	0.1000	1.7765897459217481	1.7583370208740234	0.9619	0.9603	0.9611
12	14:29:20	0	0.1000	1.6444975961531911	1.7693623304367065	0.9632	0.9621	0.9626
13	14:30:58	0	0.1000	1.5822725572756358	1.765952467918396	0.9623	0.9602	0.9612
14	14:32:35	0	0.1000	1.553073466675622	1.7894718647003174	0.9594	0.963	0.9612
15	14:34:13	0	0.1000	1.4748571410775184	1.8003381490707397	0.9601	0.964	0.962
16	14:35:51	0	0.1000	1.4238125967127937	1.8139498233795166	0.9601	0.9636	0.9618
17	14:37:28	0	0.1000	1.3790826026882443	1.7965987920761108	0.9629	0.9615	0.9622
18	14:39:06	0	0.1000	1.291088818865163	1.8290296792984009	0.9621	0.9614	0.9617
19	14:40:43	0	0.1000	1.2610140129923821	1.7584693431854248	0.9625	0.9643	0.9634
20	14:42:20	0	0.1000	1.2275751990931374	1.8774065971374512	0.962	0.9618	0.9619
21	14:43:57	0	0.1000	1.1979340114763806	1.8019717931747437	0.9624	0.9602	0.9613
22	14:45:34	0	0.1000	1.1806797137217862	1.7781935930252075	0.9629	0.9642	0.9635
23	14:47:13	0	0.1000	1.1394739314913749	1.8337434530258179	0.9636	0.9632	0.9634
24	14:48:50	0	0.1000	1.0519501130495752	1.8774319887161255	0.9628	0.9609	0.9618
25	14:50:28	1	0.1000	1.100954131569181	1.8864859342575073	0.9615	0.9636	0.9625
26	14:52:06	2	0.1000	1.057584744478975	1.8572862148284912	0.9642	0.9625	0.9633
27	14:53:43	0	0.1000	1.0146795794367791	1.8607606887817383	0.9628	0.9628	0.9628
28	14:55:20	0	0.1000	0.9600690957690988	1.8925654888153076	0.9634	0.9651	0.9642
29	14:56:58	0	0.1000	0.9481105418077537	1.979645848274231	0.9603	0.9634	0.9618
30	14:58:35	0	0.1000	0.9291098776672567	1.9733103513717651	0.9619	0.9639	0.9629
31	15:00:13	0	0.1000	0.9087527380457946	2.0043067932128906	0.9636	0.9611	0.9623
32	15:01:51	1	0.1000	0.915072335835014	1.950758934020996	0.9636	0.9634	0.9635
33	15:03:29	0	0.1000	0.8558104248983519	1.9900223016738892	0.963	0.9634	0.9632
34	15:05:06	0	0.1000	0.8524943272982325	1.966105580329895	0.9621	0.9633	0.9627
35	15:06:44	0	0.1000	0.8059489518404007	2.035790205001831	0.9631	0.9632	0.9631
36	15:08:21	0	0.1000	0.802376645377704	2.0276522636413574	0.963	0.9637	0.9633
37	15:09:59	0	0.1000	0.7734303757548332	2.0704448223114014	0.9636	0.9621	0.9628
38	15:11:37	1	0.1000	0.8183980244610991	2.1211190223693848	0.9599	0.9647	0.9623
39	15:13:14	0	0.1000	0.7513905148421015	2.1007323265075684	0.9632	0.964	0.9636
40	15:14:52	0	0.1000	0.7191671238413879	2.087796211242676	0.9644	0.9641	0.9642
41	15:16:30	0	0.1000	0.7129712775349617	2.100335121154785	0.963	0.9639	0.9634
42	15:18:07	1	0.1000	0.7369689066495214	2.105508804321289	0.9631	0.9637	0.9634
43	15:19:45	2	0.1000	0.7257552068148341	2.0978152751922607	0.9638	0.9634	0.9636
44	15:21:23	0	0.1000	0.6650796306984765	2.141740322113037	0.9642	0.9639	0.964
45	15:23:01	1	0.1000	0.6821372433432511	2.1733245849609375	0.9608	0.965	0.9629
46	15:24:38	0	0.1000	0.656724417422499	2.1622672080993652	0.9644	0.9631	0.9637
47	15:26:15	1	0.1000	0.6591451056301594	2.2142744064331055	0.9643	0.9639	0.9641
48	15:27:53	0	0.1000	0.6293413518794946	2.193598985671997	0.963	0.9647	0.9638
49	15:29:30	0	0.1000	0.5990375613527639	2.216078281402588	0.9654	0.9631	0.9642
50	15:31:08	1	0.1000	0.6161436821733203	2.1942827701568604	0.965	0.9644	0.9647
51	15:32:46	0	0.1000	0.5924165271222591	2.219547748565674	0.9646	0.965	0.9648
52	15:34:24	1	0.1000	0.6076026542910508	2.2399730682373047	0.9634	0.9648	0.9641
53	15:36:01	0	0.1000	0.5490870912160192	2.236833333969116	0.9663	0.9644	0.9653
54	15:37:39	1	0.1000	0.5824829494314534	2.2208006381988525	0.9636	0.9637	0.9636
55	15:39:17	2	0.1000	0.5880239249340126	2.2467262744903564	0.965	0.9654	0.9652
56	15:40:53	3	0.1000	0.5553777018828051	2.3461368083953857	0.9614	0.9639	0.9626
57	15:42:31	0	0.1000	0.5378797244812761	2.3112897872924805	0.9639	0.9647	0.9643
58	15:44:10	1	0.1000	0.5740910441747733	2.267637252807617	0.9654	0.9629	0.9641
59	15:45:47	0	0.1000	0.5219798852290426	2.2918825149536133	0.964	0.9657	0.9648
60	15:47:25	1	0.1000	0.5473614977938789	2.2889907360076904	0.9622	0.964	0.9631
61	15:49:03	2	0.1000	0.5400661797395774	2.315368175506592	0.9644	0.9631	0.9637
62	15:50:41	0	0.1000	0.5198175126952784	2.3462905883789062	0.9637	0.9642	0.9639
63	15:52:19	0	0.1000	0.49493123814463613	2.4097986221313477	0.962	0.9642	0.9631
64	15:53:57	1	0.1000	0.5276714946542468	2.360485315322876	0.9633	0.9642	0.9637
65	15:55:34	2	0.1000	0.5368137103106294	2.375206232070923	0.9638	0.9654	0.9646
66	15:57:12	3	0.1000	0.5408811150916986	2.4030628204345703	0.9622	0.9648	0.9635
67	15:58:50	0	0.1000	0.48894076751811166	2.3746907711029053	0.9635	0.9628	0.9631
68	16:00:28	0	0.1000	0.4882024832069874	2.3438057899475098	0.9645	0.9647	0.9646
69	16:02:06	0	0.1000	0.4736090682446957	2.3928401470184326	0.9646	0.9639	0.9642
70	16:03:43	1	0.1000	0.4914411915200097	2.411346435546875	0.9646	0.9643	0.9644
71	16:05:22	2	0.1000	0.47852161643760543	2.4729483127593994	0.9632	0.964	0.9636
72	16:07:00	3	0.1000	0.49663351864687033	2.3827433586120605	0.9642	0.9638	0.964
73	16:08:36	0	0.1000	0.46903723776340484	2.4027438163757324	0.9643	0.9651	0.9647
74	16:10:14	0	0.1000	0.4431417244885649	2.4366214275360107	0.9637	0.9653	0.9645
75	16:11:51	1	0.1000	0.48496482180697575	2.4495489597320557	0.9645	0.9626	0.9635
76	16:13:28	0	0.1000	0.4384212973926749	2.4727489948272705	0.9635	0.9635	0.9635
77	16:15:06	0	0.1000	0.42797845059207507	2.468564748764038	0.9626	0.9643	0.9634
78	16:16:44	1	0.1000	0.42887394587908473	2.447589874267578	0.9636	0.964	0.9638
79	16:18:22	2	0.1000	0.43021028520805493	2.4537322521209717	0.9638	0.9648	0.9643
80	16:20:00	3	0.1000	0.4629016324877739	2.588277816772461	0.963	0.9626	0.9628
81	16:21:37	4	0.1000	0.4560660638979503	2.4805197715759277	0.9637	0.9644	0.964
82	16:23:15	0	0.0500	0.40503458923527175	2.4855823516845703	0.9647	0.9646	0.9646
83	16:24:51	0	0.0500	0.3901290847786835	2.5098836421966553	0.9637	0.964	0.9638
84	16:26:29	0	0.0500	0.3632824167609215	2.4881045818328857	0.9642	0.9641	0.9641
85	16:28:06	1	0.0500	0.37045019875679697	2.4893882274627686	0.9638	0.9634	0.9636
86	16:29:44	0	0.0500	0.3404670068195888	2.5344595909118652	0.9648	0.9647	0.9647
87	16:31:22	1	0.0500	0.3728503674268723	2.520551919937134	0.9634	0.9637	0.9635
88	16:32:59	0	0.0500	0.3190461736704622	2.5297036170959473	0.9648	0.9651	0.9649
89	16:34:37	1	0.0500	0.3577492491475173	2.5391902923583984	0.9646	0.9654	0.965
90	16:36:15	2	0.0500	0.3528366707265377	2.5569868087768555	0.9651	0.9644	0.9647
91	16:37:52	3	0.0500	0.3530777031821864	2.5833585262298584	0.9648	0.9637	0.9642
92	16:39:29	4	0.0500	0.33293270841240885	2.6314520835876465	0.9644	0.9643	0.9643
93	16:41:06	0	0.0250	0.30527275864567077	2.6301252841949463	0.9646	0.9644	0.9645
94	16:42:44	0	0.0250	0.28850457540580204	2.611647844314575	0.9646	0.9647	0.9646
95	16:44:22	1	0.0250	0.3163468282137598	2.596226453781128	0.9639	0.9652	0.9645
96	16:46:00	2	0.0250	0.31011119963867323	2.563284397125244	0.9646	0.9657	0.9651
97	16:47:38	3	0.0250	0.29185796731284686	2.608942747116089	0.9643	0.9653	0.9648
98	16:49:16	4	0.0250	0.30473590631570135	2.59614896774292	0.9643	0.9649	0.9646
99	16:50:53	1	0.0125	0.3352247580885887	2.580585479736328	0.9646	0.9651	0.9648
100	16:52:36	2	0.0125	0.3056093268096447	2.577434539794922	0.9644	0.965	0.9647
101	16:54:13	0	0.0125	0.2770292399185044	2.5740463733673096	0.9655	0.9656	0.9655
102	16:55:50	1	0.0125	0.3082593029098851	2.5895822048187256	0.9649	0.9653	0.9651
103	16:57:28	2	0.0125	0.27878663412162236	2.5913496017456055	0.9647	0.965	0.9648
104	16:59:10	3	0.0125	0.2984973928758076	2.5944273471832275	0.9652	0.9651	0.9651
105	17:00:48	4	0.0125	0.3166655144521168	2.5960845947265625	0.9652	0.9649	0.965
106	17:02:26	1	0.0063	0.2879113237772669	2.6127607822418213	0.9652	0.9654	0.9653
107	17:04:03	2	0.0063	0.329195787864072	2.61938214302063	0.9651	0.9652	0.9651
108	17:05:43	3	0.0063	0.2879964633711747	2.613196611404419	0.9651	0.9647	0.9649
109	17:07:24	4	0.0063	0.3023307455437524	2.6062533855438232	0.965	0.9647	0.9648
110	17:09:03	1	0.0031	0.2792764174086707	2.604707717895508	0.9652	0.9653	0.9652
111	17:10:44	2	0.0031	0.2879683482859816	2.606041193008423	0.9649	0.9652	0.965
112	17:12:24	3	0.0031	0.2797912633844784	2.6092140674591064	0.9648	0.9649	0.9648
113	17:14:02	4	0.0031	0.296132167322295	2.6131930351257324	0.9649	0.9647	0.9648
114	17:15:41	0	0.0016	0.27093453300850734	2.6121180057525635	0.9649	0.9646	0.9647
115	17:17:21	1	0.0016	0.2936903647014073	2.612400770187378	0.9648	0.9649	0.9648
116	17:18:59	2	0.0016	0.2907272328223501	2.6090798377990723	0.9648	0.9652	0.965
117	17:20:36	3	0.0016	0.28697619246585027	2.6083905696868896	0.9648	0.965	0.9649
118	17:22:15	0	0.0016	0.2566946869449956	2.611344814300537	0.9646	0.9648	0.9647
119	17:23:54	0	0.0016	0.2538058796099254	2.61122989654541	0.9647	0.965	0.9648
120	17:25:35	1	0.0016	0.2805879232074533	2.61208176612854	0.9647	0.965	0.9648
121	17:27:15	2	0.0016	0.28186203124267717	2.6110482215881348	0.9648	0.965	0.9649
122	17:28:57	3	0.0016	0.27321455595748767	2.612175226211548	0.9647	0.965	0.9648
123	17:30:35	4	0.0016	0.27317618163568635	2.6137993335723877	0.9648	0.9651	0.9649
124	17:32:14	1	0.0008	0.2999723773981844	2.613884210586548	0.9648	0.9651	0.9649
125	17:33:52	2	0.0008	0.28664082384535244	2.6147239208221436	0.9647	0.965	0.9648
126	17:35:30	3	0.0008	0.32453849400792806	2.6141140460968018	0.9647	0.965	0.9648
127	17:37:11	4	0.0008	0.2856041885912418	2.6134583950042725	0.9648	0.965	0.9649
128	17:38:49	1	0.0004	0.26057092238749774	2.614034652709961	0.9647	0.965	0.9648
129	17:40:27	2	0.0004	0.2681374983063766	2.614490032196045	0.9647	0.965	0.9648
130	17:42:04	3	0.0004	0.290520008121218	2.6148643493652344	0.9647	0.965	0.9648
131	17:43:42	4	0.0004	0.2687671962593283	2.6145496368408203	0.9647	0.9649	0.9648
132	17:45:20	1	0.0002	0.27654298171401026	2.6145007610321045	0.9647	0.965	0.9648
133	17:46:57	2	0.0002	0.28803250406469616	2.614103078842163	0.9647	0.965	0.9648
134	17:48:35	3	0.0002	0.2822066303874765	2.6140124797821045	0.9647	0.965	0.9648
135	17:50:13	4	0.0002	0.27745719562683785	2.6138968467712402	0.9647	0.9649	0.9648