2022-05-18 20:05:25	init loss=	-1	test ACC=	0.6504185130477598
2022-05-18 20:05:34	epoch	1	end	train-mean-RV-loss=	0.28004382871156097	test ACC=	0.8089611029049729
2022-05-18 20:05:34	epoch	2	end	train-mean-RV-loss=	0.23946612061959893	test ACC=	0.8301329394387001
2022-05-18 20:05:35	epoch	3	end	train-mean-RV-loss=	0.20023512935756807	test ACC=	0.9079271294928607
2022-05-18 20:05:35	epoch	4	end	train-mean-RV-loss=	0.1695788708745533	test ACC=	0.914327917282127
2022-05-18 20:05:35	epoch	5	end	train-mean-RV-loss=	0.14618058415227295	test ACC=	0.9271294928606598
2022-05-18 20:05:36	epoch	6	end	train-mean-RV-loss=	0.12407925785268391	test ACC=	0.9487936976858691
2022-05-18 20:05:36	epoch	7	end	train-mean-RV-loss=	0.10031341264440832	test ACC=	0.9601181683899557
2022-05-18 20:05:37	epoch	8	end	train-mean-RV-loss=	0.07922722529249648	test ACC=	0.9625800098473658
2022-05-18 20:05:37	epoch	9	end	train-mean-RV-loss=	0.06289115837774215	test ACC=	0.967011324470704
2022-05-18 20:05:37	epoch	10	end	train-mean-RV-loss=	0.052286759747207034	test ACC=	0.9704579025110783
2022-05-18 20:05:38	epoch	11	end	train-mean-RV-loss=	0.04600072306409938	test ACC=	0.9719350073855244
2022-05-18 20:05:38	epoch	12	end	train-mean-RV-loss=	0.04145013735633625	test ACC=	0.9734121122599705
2022-05-18 20:05:39	epoch	13	end	train-mean-RV-loss=	0.036742009153075905	test ACC=	0.9753815854258986
2022-05-18 20:05:39	epoch	14	end	train-mean-RV-loss=	0.03264565802627935	test ACC=	0.9773510585918267
2022-05-18 20:05:39	epoch	15	end	train-mean-RV-loss=	0.02989748347004151	test ACC=	0.9778434268833087
2022-05-18 20:05:40	epoch	16	end	train-mean-RV-loss=	0.027348700770813195	test ACC=	0.9793205317577548
2022-05-18 20:05:40	epoch	17	end	train-mean-RV-loss=	0.024257486187068036	test ACC=	0.9807976366322009
2022-05-18 20:05:40	epoch	18	end	train-mean-RV-loss=	0.021444599539120014	test ACC=	0.9812900049236829
2022-05-18 20:05:41	epoch	19	end	train-mean-RV-loss=	0.01786970576675023	test ACC=	0.983751846381093
2022-05-18 20:05:41	epoch	20	end	train-mean-RV-loss=	0.014809709178924657	test ACC=	0.9852289512555391
2022-05-18 20:05:41	epoch	21	end	train-mean-RV-loss=	0.013298046146273803	test ACC=	0.9862136878385032
2022-05-18 20:05:42	epoch	22	end	train-mean-RV-loss=	0.012017778558817848	test ACC=	0.9862136878385032
2022-05-18 20:05:42	epoch	23	end	train-mean-RV-loss=	0.01072007103962522	test ACC=	0.9871984244214672
2022-05-18 20:05:43	epoch	24	end	train-mean-RV-loss=	0.009535216940276337	test ACC=	0.9876907927129492
2022-05-18 20:05:43	epoch	25	end	train-mean-RV-loss=	0.008664930217516525	test ACC=	0.9891678975873953
2022-05-18 20:05:43	epoch	26	end	train-mean-RV-loss=	0.008048330779346368	test ACC=	0.9896602658788775
2022-05-18 20:05:44	epoch	27	end	train-mean-RV-loss=	0.00748869163274415	test ACC=	0.9901526341703595
2022-05-18 20:05:44	epoch	28	end	train-mean-RV-loss=	0.007114166336960025	test ACC=	0.9901526341703595
2022-05-18 20:05:44	epoch	29	end	train-mean-RV-loss=	0.006705885932393738	test ACC=	0.9906450024618415
2022-05-18 20:05:45	epoch	30	end	train-mean-RV-loss=	0.006400122305993669	test ACC=	0.9916297390448056
2022-05-18 20:05:45	epoch	31	end	train-mean-RV-loss=	0.006053541036005728	test ACC=	0.9926144756277696
2022-05-18 20:05:45	epoch	32	end	train-mean-RV-loss=	0.005713578131270082	test ACC=	0.9940915805022157
2022-05-18 20:05:46	epoch	33	end	train-mean-RV-loss=	0.005329419665953373	test ACC=	0.9950763170851797
2022-05-18 20:05:46	epoch	34	end	train-mean-RV-loss=	0.004981071466799336	test ACC=	0.9970457902511078
2022-05-18 20:05:47	epoch	35	end	train-mean-RV-loss=	0.004349537741285456	test ACC=	0.9975381585425899
2022-05-18 20:05:47	epoch	36	end	train-mean-RV-loss=	0.0034669398591901505	test ACC=	0.9975381585425899
2022-05-18 20:05:47	epoch	37	end	train-mean-RV-loss=	0.002449804202052917	test ACC=	0.9975381585425899
2022-05-18 20:05:48	epoch	38	end	train-mean-RV-loss=	0.0015641549788481183	test ACC=	0.9975381585425899
2022-05-18 20:05:48	epoch	39	end	train-mean-RV-loss=	0.0013284211963331437	test ACC=	0.9980305268340719
2022-05-18 20:05:48	epoch	40	end	train-mean-RV-loss=	0.0011515972601438087	test ACC=	0.9985228951255539
2022-05-18 20:05:49	epoch	41	end	train-mean-RV-loss=	0.0010149869124333006	test ACC=	0.9985228951255539
2022-05-18 20:05:49	epoch	42	end	train-mean-RV-loss=	0.0008851780640582328	test ACC=	0.9985228951255539
2022-05-18 20:05:49	epoch	43	end	train-mean-RV-loss=	0.0007523210913593725	test ACC=	0.9985228951255539
2022-05-18 20:05:50	epoch	44	end	train-mean-RV-loss=	0.000691320028209637	test ACC=	0.9985228951255539
2022-05-18 20:05:50	epoch	45	end	train-mean-RV-loss=	0.0006160665250796596	test ACC=	0.9985228951255539
2022-05-18 20:05:51	epoch	46	end	train-mean-RV-loss=	0.0005454090493258169	test ACC=	0.999015263417036
2022-05-18 20:05:51	epoch	47	end	train-mean-RV-loss=	0.0005116874419265619	test ACC=	0.999015263417036
2022-05-18 20:05:51	epoch	48	end	train-mean-RV-loss=	0.00047652910456953343	test ACC=	0.999015263417036
2022-05-18 20:05:52	epoch	49	end	train-mean-RV-loss=	0.0004491158094089863	test ACC=	0.999015263417036
2022-05-18 20:05:52	epoch	50	end	train-mean-RV-loss=	0.00042859111901426045	test ACC=	0.999015263417036
2022-05-18 20:05:52	epoch	51	end	train-mean-RV-loss=	0.0003985267203855532	test ACC=	0.999015263417036
2022-05-18 20:05:53	epoch	52	end	train-mean-RV-loss=	0.0003863160615584662	test ACC=	0.999015263417036
2022-05-18 20:05:53	epoch	53	end	train-mean-RV-loss=	0.0003767418999720925	test ACC=	0.999015263417036
2022-05-18 20:05:54	epoch	54	end	train-mean-RV-loss=	0.0003522723358314565	test ACC=	0.999015263417036
2022-05-18 20:05:54	epoch	55	end	train-mean-RV-loss=	0.0003384284123224994	test ACC=	0.999015263417036
2022-05-18 20:05:54	epoch	56	end	train-mean-RV-loss=	0.0003306019149587571	test ACC=	0.999015263417036
2022-05-18 20:05:55	epoch	57	end	train-mean-RV-loss=	0.0003232178188396242	test ACC=	0.999015263417036
2022-05-18 20:05:55	epoch	58	end	train-mean-RV-loss=	0.00030589974449396094	test ACC=	0.999015263417036
2022-05-18 20:05:55	epoch	59	end	train-mean-RV-loss=	0.000296569082220344	test ACC=	0.999015263417036
2022-05-18 20:05:56	epoch	60	end	train-mean-RV-loss=	0.00028712825586786427	test ACC=	0.999015263417036
2022-05-18 20:05:56	epoch	61	end	train-mean-RV-loss=	0.00027295828787036395	test ACC=	0.999015263417036
2022-05-18 20:05:56	epoch	62	end	train-mean-RV-loss=	0.0002684832169188329	test ACC=	0.999015263417036
2022-05-18 20:05:57	epoch	63	end	train-mean-RV-loss=	0.0002596873823360299	test ACC=	0.999015263417036
2022-05-18 20:05:57	epoch	64	end	train-mean-RV-loss=	0.0002459059900045147	test ACC=	0.999015263417036
2022-05-18 20:05:57	epoch	65	end	train-mean-RV-loss=	0.0002460681900725399	test ACC=	0.999015263417036
2022-05-18 20:05:58	epoch	66	end	train-mean-RV-loss=	0.00023794861780896307	test ACC=	0.999015263417036
2022-05-18 20:05:58	epoch	67	end	train-mean-RV-loss=	0.00022591735672519963	test ACC=	0.999015263417036
2022-05-18 20:05:59	epoch	68	end	train-mean-RV-loss=	0.0002276765349136561	test ACC=	0.999507631708518
2022-05-18 20:05:59	epoch	69	end	train-mean-RV-loss=	0.0002230974045401727	test ACC=	0.999507631708518
2022-05-18 20:05:59	epoch	70	end	train-mean-RV-loss=	0.0002109351044921203	test ACC=	0.999507631708518
2022-05-18 20:06:00	epoch	71	end	train-mean-RV-loss=	0.00021040375994108287	test ACC=	0.999507631708518
2022-05-18 20:06:00	epoch	72	end	train-mean-RV-loss=	0.00020756035033337448	test ACC=	0.999507631708518
2022-05-18 20:06:00	epoch	73	end	train-mean-RV-loss=	0.00019662380571896677	test ACC=	0.999507631708518
2022-05-18 20:06:01	epoch	74	end	train-mean-RV-loss=	0.00019224944684428374	test ACC=	0.999507631708518
2022-05-18 20:06:01	epoch	75	end	train-mean-RV-loss=	0.0001905498255409815	test ACC=	0.999507631708518
2022-05-18 20:06:01	epoch	76	end	train-mean-RV-loss=	0.00018368840098814985	test ACC=	1.0
