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	17.37	24.68		125420.99	inf	0.006139583913797179	0.37537551931520324	22.693098068237305	112023.54	inf	0.004164430298138855	0.4723702489174952	22.36458969116211	True
1	100	30.16	9.888		11329.961	0.9882816287874037	0.04251851242913215	-0.22230981696945637	16.78164291381836	8691.0205	0.9901300835970233	0.0416988689187927	-0.4126460667017402	16.132198333740234	True
2	200	29.06	9.856		10403.246	0.9844116574916362	0.04592606651601575	-0.3306608557586589	11.345773696899414	8534.237	0.9866273701848519	0.0415782038532542	-0.41393502209425975	10.828676223754883	True
3	300	29.02	10.05		9564.309	0.9826160834091889	0.05070338790654332	-0.3770251043087246	11.711603164672852	7652.132	0.9838397018445358	0.05756963763033133	-0.4722288614521595	11.326139450073242	True
4	400	28.86	9.886		8916.972	0.9790575618637266	0.05980447287339587	-0.36094435043877793	11.09994125366211	7328.3804	0.9810947715557048	0.06349778026806899	-0.4625809166331339	10.644829750061035	True
5	500	28.77	9.862		8317.129	0.9762055103286065	0.06831349158125291	-0.16623060432970366	10.82454776763916	8500.941	0.9817347111290834	0.05984477206035921	-0.2794181201827382	10.324946403503418	False
6	600	28.74	9.841		7734.3286	0.9763487724415274	0.07253370178919076	0.2955827632433409	10.591349601745605	7478.458	0.9814550822424072	0.06692727744690985	0.43082510019514486	9.999725341796875	False
7	700	28.65	9.973		7840.276	0.9739770809926922	0.07615701817586171	0.3545723858766651	10.542860984802246	7882.4785	0.9805040389094872	0.0640114496713854	0.48596679199658444	9.873716354370117	False
9	800	28.59	10.04		7512.6973	0.9740314572021567	0.07592503012922025	0.35899172705675647	10.350980758666992	8572.246	0.9824997811161306	0.05718911034518374	0.47381942981987946	9.625052452087402	False
10	900	28.63	9.861		6430.5103	0.9716910302028539	0.09182058273658872	0.36843675226677974	10.38637924194336	7513.549	0.9810872480887924	0.07090243284830047	0.4893375065459449	9.609062194824219	False
11	1000	28.58	9.777		6589.1226	0.966426341374934	0.09427884655368786	0.3779961794162722	9.471963882446289	7446.4224	0.978434874179152	0.07220073457187319	0.49195185063586677	8.545988082885742	True
12	1100	28.81	10.07		6361.1035	0.9675039151936663	0.0909053375610337	0.37973195660783254	9.673686027526855	8290.27	0.980724444946014	0.0588731460013324	0.49004737189118114	8.646317481994629	False
13	1200	28.52	10.05		8079.2837	0.9713352627685622	0.07786383341337595	0.3652540871065185	10.020476341247559	10213.866	0.9818318541525461	0.05255032885902485	0.4856399938899986	9.19656753540039	False
14	1300	28.78	10.09		6440.4624	0.964562516151891	0.10272244637813452	0.38299074181762227	9.431877136230469	7616.7935	0.9792629639140061	0.07158752983973267	0.49080995780236464	8.470939636230469	False
15	1400	28.76	10.1		6686.1865	0.966113999825111	0.09504029666747668	0.38408200180790425	9.483920097351074	8618.075	0.9803875720941896	0.061575569032577104	0.49165167193206993	8.452345848083496	False
17	1500	28.26	9.987		5482.0356	0.9607820736808715	0.11447309416005721	0.384852409965788	9.246193885803223	7836.0063	0.9790740761149852	0.07272263774860632	0.4949249463222444	8.181082725524902	False
18	1600	28.72	9.929		6474.0835	0.9592224763201753	0.10424545411150218	0.3914541225285326	9.081059455871582	9127.224	0.9789249280041048	0.06155243878436388	0.5000087089002146	7.930693626403809	False
19	1700	28.39	9.774		5780.565	0.9551515635942399	0.12542005865362507	0.3925731698470388	9.0263671875	7723.144	0.9771989070913673	0.07415913002864982	0.5006014728424345	7.799829959869385	False
20	1800	28.32	9.834		5718.653	0.95322325627914	0.12995117374424203	0.39395328935770935	9.0477294921875	7757.1226	0.9768739656896864	0.07459387532468587	0.5014263100890586	7.87714958190918	False
21	1900	28.36	9.759		5350.3896	0.9506831265718463	0.13292151334000957	0.3996663217782857	8.977401733398438	8283.555	0.9765736186438247	0.07717464960186356	0.5028809817823514	7.726320266723633	False