Epoch	Iteration	Training Time	Validation Time	Train MNLL	Train JSD	Train Profile Pearson	Train Count Pearson	Train Count log1pMSE	Val MNLL	Val JSD	Val Profile Pearson	Val Count Pearson	Val Count log1pMSE	Saved?
0	0	11.59	27.55		161035.66	0.9708332862574583	0.0011983170764821862	-0.108701629082083	103.05377197265625	478990.25	0.9788604078996087	-0.008616944383649933	-0.11891067425800358	98.86194610595703	True
0	100	10.48	43.79		20079.371	0.9647929604266672	0.0320821725684193	0.0626617399312566	4.904385089874268	29450.295	0.9589583319103978	0.041588561485292684	0.30674945051630065	6.958170413970947	True
0	200	10.52	12.56		30477.559	0.9569607563184546	0.058234122646589566	0.12095657196395422	4.6742963790893555	74978.63	0.9661630849432651	0.048145995372273494	0.24487173689849345	6.599493026733398	False
1	300	10.43	12.38		22741.154	0.9471960073476561	0.07712326574993701	0.11221416841787066	4.445868968963623	34060.72	0.9439139544573569	0.072272272714833	0.24826685379621438	6.211319446563721	False
1	400	11.2	20.22		21744.25	0.9335801984142124	0.10131110838914166	0.17210440409372302	4.372525215148926	34191.54	0.933800148472926	0.09287074311771552	0.2454198536343795	5.881336688995361	False
1	500	17.98	30.99		21084.244	0.9162584805542922	0.1379412568616161	0.2531754053902323	4.279551982879639	34041.645	0.9203801925414753	0.12464230063775614	0.3760977385084624	5.9050984382629395	False
2	600	17.15	28.95		20555.715	0.9066872531743224	0.1540248978152338	0.3687011244447511	4.03314208984375	33684.566	0.9108233044015209	0.140681905862753	0.5294256354149166	5.311121940612793	False
2	700	18.74	30.07		20209.465	0.9029547568247164	0.15487644099939843	0.4212659064154741	4.122568130493164	38306.977	0.9140029909096926	0.1354655508902773	0.5795274723439574	5.033152103424072	False
2	800	18.53	28.3		21489.39	0.8989051543246641	0.16424582284051928	0.4612357859237582	3.7909302711486816	35021.254	0.9041157090995934	0.14848945004167483	0.627748684441448	4.885765552520752	False
3	900	19.13	33.12		21204.344	0.8945767881445456	0.16637748922542023	0.4770886734375211	4.039535999298096	38535.87	0.9069435924084166	0.14427321278709612	0.652734397024035	4.310196399688721	False
3	1000	17.32	28.16		20986.422	0.8845054722645499	0.18850872681396028	0.590776440646053	3.397845983505249	35917.582	0.8931950308329357	0.17000926348417286	0.7174873660556161	4.175865173339844	False
3	1100	20.55	40.32		21658.86	0.8856406104387922	0.19063673189980346	0.6157706825425455	3.157546281814575	34171.13	0.8919787701160209	0.17275988404095258	0.7402378926479811	3.5843827724456787	False
4	1200	16.41	31.3		22040.418	0.8778534449948067	0.20312161522856736	0.6414582507438611	2.7405307292938232	35930.215	0.8887452818692702	0.17869891210283353	0.7593712894551186	3.000812292098999	False
4	1300	18.27	31.76		24413.158	0.8727960168245227	0.21892762152715914	0.6528510903642406	2.8619887828826904	35082.9	0.8823551535151904	0.19268218111924457	0.7686946400230011	2.719156503677368	False
5	1400	20.23	33.11		22612.242	0.8702986190680825	0.21991158242357667	0.667726173305418	2.4554383754730225	41583.11	0.8881893154277432	0.18998360337423306	0.7796190022289845	2.3904969692230225	False
5	1500	17.22	28.67		22074.348	0.8623903575598609	0.23794190377702037	0.6944250525300563	2.3081090450286865	34850.54	0.8756863302815778	0.20748078136958212	0.7901047228247277	2.2696826457977295	False
5	1600	29.04	34.09		21185.625	0.8622344821042076	0.23311590427555143	0.705416578582037	2.636329412460327	39400.473	0.880810568871709	0.1987714583903479	0.7945257565277568	2.5269577503204346	False
6	1700	30.03	34.04		22309.143	0.8673016765151352	0.23399441637156546	0.724547895529916	2.4810678958892822	43735.438	0.8881583599061679	0.19605699956135372	0.8049613093603997	2.895125150680542	False
6	1800	30.35	33.88		23670.785	0.8541961776162198	0.24488797900994638	0.7157205944497737	2.3692710399627686	36644.44	0.8702764149037991	0.2089128220524409	0.8056316708892418	2.2956953048706055	False
6	1900	30.2	48.87		22644.729	0.8704844748836135	0.22540115155555446	0.7386889018965426	2.1786909103393555	47970.01	0.8922208592666814	0.18825374988103732	0.813215188308993	2.4464588165283203	False
7	2000	48.98	64.4		22638.092	0.8555495913246335	0.25018387467622166	0.7349727887426808	2.050288200378418	36321.707	0.8722234445877187	0.21256509817677952	0.8121894022631749	2.063051223754883	False
7	2100	58.69	64.38		21863.771	0.8641517701657592	0.2301217869024622	0.7279259040832866	2.086599826812744	42627.016	0.8864528735341783	0.18959727469085946	0.8137030789559313	2.034090757369995	False
7	2200	58.79	64.27		20914.68	0.8566854609237947	0.2523126723951691	0.7475481288319428	2.1641712188720703	34980.67	0.8763657717059617	0.20682636742875302	0.8230069710320991	2.3136823177337646	False
8	2300	56.73	64.39		19772.889	0.8517043497963129	0.2572992960233655	0.7427857590779462	2.887453556060791	37622.184	0.8765171027121587	0.20805888718431872	0.8237460555026056	2.93414044380188	False
8	2400	58.84	64.35		22545.262	0.8616178155486861	0.23778174909697516	0.741512728534992	2.040928602218628	45991.55	0.8890311931354176	0.1876000787570429	0.8233315546653479	1.9777007102966309	False
9	2500	58.5	64.2		20124.402	0.8503448431579257	0.2576695827638597	0.754490167211798	1.9461487531661987	36311.594	0.8732192656236477	0.21074903190452454	0.8342782602064811	2.04495906829834	False
9	2600	58.83	64.33		19489.021	0.8399484176840241	0.2764256452109416	0.7511508745186917	2.062054395675659	33259.21	0.8642179655857184	0.2231202532722017	0.8277021119612956	2.0615015029907227	False
9	2700	57.68	64.43		22485.473	0.8458291294048649	0.2681266305313317	0.7638144668619629	1.9010493755340576	45202.19	0.8769626968814366	0.212203364605859	0.8318984851809986	1.975577712059021	False
10	2800	58.54	64.37		22260.854	0.8562995216844379	0.2517979284172585	0.7338128693153857	2.034008026123047	38662.85	0.8819395920153099	0.19780171107931158	0.8178073666745375	2.0821447372436523	False