2022-05-18 20:06:02	init loss=	-1	test ACC=	0.6253077301821762
2022-05-18 20:06:10	epoch	1	end	train-mean-RV-loss=	0.2806313245476148	test ACC=	0.7690792712949286
2022-05-18 20:06:10	epoch	2	end	train-mean-RV-loss=	0.24064906899549615	test ACC=	0.8158542589857213
2022-05-18 20:06:11	epoch	3	end	train-mean-RV-loss=	0.2030039292857255	test ACC=	0.9276218611521418
2022-05-18 20:06:11	epoch	4	end	train-mean-RV-loss=	0.17231352340530454	test ACC=	0.9345150172328902
2022-05-18 20:06:12	epoch	5	end	train-mean-RV-loss=	0.14841494744002934	test ACC=	0.9512555391432792
2022-05-18 20:06:12	epoch	6	end	train-mean-RV-loss=	0.12561808838668484	test ACC=	0.965534219596258
2022-05-18 20:06:12	epoch	7	end	train-mean-RV-loss=	0.10257708013422978	test ACC=	0.9689807976366323
2022-05-18 20:06:13	epoch	8	end	train-mean-RV-loss=	0.08334739473355669	test ACC=	0.9729197439684885
2022-05-18 20:06:13	epoch	9	end	train-mean-RV-loss=	0.06690501931716022	test ACC=	0.9758739537173806
2022-05-18 20:06:13	epoch	10	end	train-mean-RV-loss=	0.05437560846513358	test ACC=	0.9788281634662728
2022-05-18 20:06:14	epoch	11	end	train-mean-RV-loss=	0.04748452658742073	test ACC=	0.9807976366322009
2022-05-18 20:06:14	epoch	12	end	train-mean-RV-loss=	0.0423923464852529	test ACC=	0.9812900049236829
2022-05-18 20:06:15	epoch	13	end	train-mean-RV-loss=	0.0376094552255775	test ACC=	0.983259478089611
2022-05-18 20:06:15	epoch	14	end	train-mean-RV-loss=	0.03295678549832204	test ACC=	0.983751846381093
2022-05-18 20:06:15	epoch	15	end	train-mean-RV-loss=	0.029500118289953872	test ACC=	0.9852289512555391
2022-05-18 20:06:16	epoch	16	end	train-mean-RV-loss=	0.026118880381547596	test ACC=	0.9857213195470211
2022-05-18 20:06:16	epoch	17	end	train-mean-RV-loss=	0.022444032391359416	test ACC=	0.9852289512555391
2022-05-18 20:06:16	epoch	18	end	train-mean-RV-loss=	0.019052191114862848	test ACC=	0.9857213195470211
2022-05-18 20:06:17	epoch	19	end	train-mean-RV-loss=	0.01573433942857508	test ACC=	0.9871984244214672
2022-05-18 20:06:17	epoch	20	end	train-mean-RV-loss=	0.013927898054736315	test ACC=	0.9886755292959133
2022-05-18 20:06:18	epoch	21	end	train-mean-RV-loss=	0.01259807193366268	test ACC=	0.9886755292959133
2022-05-18 20:06:18	epoch	22	end	train-mean-RV-loss=	0.011363361934189048	test ACC=	0.9901526341703595
2022-05-18 20:06:18	epoch	23	end	train-mean-RV-loss=	0.010479044838558648	test ACC=	0.9906450024618415
2022-05-18 20:06:19	epoch	24	end	train-mean-RV-loss=	0.009913178246699114	test ACC=	0.9906450024618415
2022-05-18 20:06:19	epoch	25	end	train-mean-RV-loss=	0.009552020601524661	test ACC=	0.9906450024618415
2022-05-18 20:06:19	epoch	26	end	train-mean-RV-loss=	0.009223869935869515	test ACC=	0.9906450024618415
2022-05-18 20:06:20	epoch	27	end	train-mean-RV-loss=	0.008974777036641672	test ACC=	0.9911373707533235
2022-05-18 20:06:20	epoch	28	end	train-mean-RV-loss=	0.008813655012471156	test ACC=	0.9911373707533235
2022-05-18 20:06:20	epoch	29	end	train-mean-RV-loss=	0.008577918786229898	test ACC=	0.9921221073362876
2022-05-18 20:06:21	epoch	30	end	train-mean-RV-loss=	0.008367706147837314	test ACC=	0.9916297390448056
2022-05-18 20:06:21	epoch	31	end	train-mean-RV-loss=	0.008181285539543573	test ACC=	0.9916297390448056
2022-05-18 20:06:21	epoch	32	end	train-mean-RV-loss=	0.00796156594677326	test ACC=	0.9921221073362876
2022-05-18 20:06:22	epoch	33	end	train-mean-RV-loss=	0.007726874998370862	test ACC=	0.9916297390448056
2022-05-18 20:06:22	epoch	34	end	train-mean-RV-loss=	0.007395793447656585	test ACC=	0.9921221073362876
2022-05-18 20:06:23	epoch	35	end	train-mean-RV-loss=	0.006943426801460102	test ACC=	0.9921221073362876
2022-05-18 20:06:23	epoch	36	end	train-mean-RV-loss=	0.006523454827120082	test ACC=	0.9921221073362876
2022-05-18 20:06:23	epoch	37	end	train-mean-RV-loss=	0.006189691071441466	test ACC=	0.9931068439192516
2022-05-18 20:06:24	epoch	38	end	train-mean-RV-loss=	0.006050044081385947	test ACC=	0.9935992122107337
2022-05-18 20:06:24	epoch	39	end	train-mean-RV-loss=	0.005938849553473755	test ACC=	0.9935992122107337
2022-05-18 20:06:24	epoch	40	end	train-mean-RV-loss=	0.0057705061912473364	test ACC=	0.9935992122107337
2022-05-18 20:06:25	epoch	41	end	train-mean-RV-loss=	0.005707949819422495	test ACC=	0.9935992122107337
2022-05-18 20:06:25	epoch	42	end	train-mean-RV-loss=	0.00557860047486707	test ACC=	0.9935992122107337
2022-05-18 20:06:25	epoch	43	end	train-mean-RV-loss=	0.005486413695872162	test ACC=	0.9935992122107337
2022-05-18 20:06:26	epoch	44	end	train-mean-RV-loss=	0.005390354213293364	test ACC=	0.9940915805022157
2022-05-18 20:06:26	epoch	45	end	train-mean-RV-loss=	0.0052897875854825	test ACC=	0.9940915805022157
2022-05-18 20:06:26	epoch	46	end	train-mean-RV-loss=	0.005215163672665023	test ACC=	0.9935992122107337
2022-05-18 20:06:27	epoch	47	end	train-mean-RV-loss=	0.005113013343204238	test ACC=	0.9935992122107337
2022-05-18 20:06:27	epoch	48	end	train-mean-RV-loss=	0.005028217271723132	test ACC=	0.9940915805022157
2022-05-18 20:06:27	epoch	49	end	train-mean-RV-loss=	0.004907451665750272	test ACC=	0.9940915805022157
2022-05-18 20:06:28	epoch	50	end	train-mean-RV-loss=	0.0047810847617427285	test ACC=	0.9955686853766618
2022-05-18 20:06:28	epoch	51	end	train-mean-RV-loss=	0.004621080686225421	test ACC=	0.9980305268340719
2022-05-18 20:06:28	epoch	52	end	train-mean-RV-loss=	0.004369351463578475	test ACC=	0.999507631708518
2022-05-18 20:06:29	epoch	53	end	train-mean-RV-loss=	0.004028949700657548	test ACC=	0.999507631708518
2022-05-18 20:06:29	epoch	54	end	train-mean-RV-loss=	0.0033848414608901476	test ACC=	1.0
