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	17.39	25.84		180980.45	inf	0.005766205091139294	0.08932660693931017	13.705252647399902	105579.67	0.9938654364767724	0.009191773654717836	-0.0677427375183303	12.726665496826172	True
1	100	33.04	9.641		16309.132	0.9891958889824625	0.021003014856478448	-0.20171922977246837	17.842416763305664	8710.493	0.9917309508964055	0.0182233675940432	-0.31399869859180246	16.32906723022461	True
2	200	29.08	9.843		12930.377	0.9832169786782283	0.040439321435856074	-0.00019827447589548827	11.693337440490723	7543.7485	0.9860436025074817	0.04340600487909759	-0.14865717150270086	11.114325523376465	True
3	300	29.32	11.25		10024.591	0.9779886360091857	0.06537697813294917	0.3110600866489976	10.182039260864258	6961.8965	0.9827707903735535	0.06356315989961593	0.31534742715071834	10.120796203613281	True
4	400	28.97	9.606		10014.411	0.9756178028542593	0.07134316805162391	0.32996783579145633	10.067648887634277	7480.461	0.9816073261781582	0.0593829489362582	0.3281850637461488	10.027266502380371	False
6	500	28.42	9.628		13785.24	0.9828468243860089	0.04672667575229915	0.27977443230526905	12.072235107421875	10504.859	0.9869000913229538	0.03878875405120051	0.3023722180814871	11.363165855407715	False
7	600	28.71	9.479		9603.53	0.9747577014674594	0.07264778011496499	0.31862278881263606	10.356435775756836	6896.9053	0.9817305703917544	0.06231743885793645	0.2917923277592422	10.165793418884277	True
8	700	28.95	9.546		12300.172	0.9795537471907929	0.05717795860708982	0.169314303021981	10.648526191711426	9258.688	0.9841102193754393	0.04678987401149316	0.20877846210964657	10.345043182373047	False
9	800	28.78	9.356		8697.819	0.9721370412635878	0.07620282085525379	0.14621245059096744	10.155678749084473	6790.7866	0.9813881742040741	0.06064222825364823	0.24200192337515958	10.102534294128418	True
10	900	28.9	9.564		8532.363	0.9687726445612658	0.09158749140517429	0.30059473319706204	9.985029220581055	6776.763	0.9794909107573707	0.07120336040562965	0.29214530442141573	9.950339317321777	True
12	1000	28.67	9.555		7935.265	0.9675759184171331	0.09225075435757013	0.31067283883841906	9.896628379821777	6824.156	0.9791974013685022	0.06745327474185576	0.30185708468664046	9.758095741271973	False
13	1100	28.4	9.543		8020.235	0.9644686834550492	0.096292078377339	0.3197024750008131	9.47717571258545	7469.0117	0.9775223955383299	0.07235971553103987	0.3135989763514473	9.51254653930664	False
14	1200	28.45	9.556		7399.2075	0.9657578100883548	0.10460206943154199	0.3182353950393084	9.663105010986328	7215.642	0.9788539925283195	0.07686726183233734	0.304362108768743	9.66165828704834	False
15	1300	28.5	9.554		7582.163	0.9635493328890917	0.1064841505267579	0.31838556321611344	9.369909286499023	6923.255	0.9776998355521958	0.07801009678952191	0.29809665392345736	9.567085266113281	False
16	1400	28.46	9.56		9060.637	0.9676345710728245	0.07938327695191218	0.31908356631036044	9.429443359375	7365.083	0.9811598839565601	0.0507540737306546	0.30028580719911874	9.423535346984863	False
18	1500	28.37	9.522		6741.832	0.9597064583347761	0.11077872986102379	0.3144927581701731	9.463332176208496	6912.681	0.9769349910965581	0.07426579437971807	0.29771091919258014	9.638887405395508	False
19	1600	28.52	9.478		6851.8184	0.9596781889266126	0.11308445873244913	0.3168332301368373	9.37848949432373	6899.5327	0.977838065399286	0.07339852377103656	0.3002352165933006	9.528463363647461	False
20	1700	28.17	9.262		6353.13	0.9585802558273311	0.12141964886257349	0.31161992678690575	9.420945167541504	6994.8135	0.9772667718614175	0.07966686532469179	0.2799362453596875	9.50212287902832	False