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	17.36	26.17		95228.04	0.9939301962316174	0.0016303642940212635	0.2528560952753893	8.865519523620605	32188.21	0.9952243944081954	0.003645578957005393	0.33345627127342753	8.283061981201172	True
0	100	29.56	14.28		9603.949	0.9895687314166801	0.030143932567834545	-0.049499697856639095	16.759798049926758	6436.273	0.9915164375830113	0.027865021681945757	-0.021564120905142727	14.877290725708008	True
1	200	30.79	14.06		10390.282	0.9873963986624166	0.0361349490466616	-0.1879497865725579	11.80396556854248	7327.784	0.9902111943688295	0.02695451396623754	-0.18414340834661652	10.429807662963867	False
2	300	28.27	13.96		7679.1787	0.9820606430982507	0.05867142351808608	-0.06767897865436082	11.74597454071045	5936.9507	0.9857558131295364	0.04977311832881317	-0.08938842121923371	10.379837989807129	True
3	400	28.26	13.98		7215.024	0.9807417052029106	0.06536495498700934	-0.3220587880882263	9.80198860168457	5664.3364	0.9844894301594224	0.05439308393957832	-0.3019178182830275	8.844162940979004	True
4	500	28.95	13.82		6820.0967	0.980039843096033	0.06361322496283309	-0.273526867521183	9.174065589904785	5664.589	0.9844144698189433	0.05281139380400837	-0.25657133280253797	8.469152450561523	True
4	600	29.13	13.88		5902.694	0.9741624240960115	0.0741373280267738	0.31341226771001157	8.78254222869873	5469.0254	0.9803309751619044	0.05967744484261121	0.3253435199402674	8.05154800415039	True
5	700	29.0	14.25		9617.166	0.979665186940347	0.05250293197102614	0.34351951757568966	8.52767562866211	8320.549	0.9854890992178673	0.03815588932089922	0.31984293752654896	7.907949924468994	False
6	800	28.47	14.28		5735.24	0.9749282667194773	0.0826745330507877	0.35191368882976604	8.391602516174316	5837.49	0.9819686559684058	0.061953645372037465	0.3315100498885752	7.787026882171631	False
7	900	28.55	14.24		5974.4844	0.9748380656801751	0.06908061341391909	0.35298246435140196	8.118670463562012	5576.9165	0.9818326004458974	0.05474610191016042	0.329457499380888	7.6801910400390625	False
8	1000	28.71	13.96		5374.268	0.9722256444066752	0.08807779353531377	0.34966847863635436	8.375801086425781	5751.616	0.9802293480790006	0.06359790096186031	0.33336588908928116	7.70318078994751	False
8	1100	28.94	14.23		5570.22	0.9688330894150299	0.0863302002148601	0.36165017250148607	7.798136234283447	5766.492	0.9784829265893702	0.062046761500926695	0.34285514536143297	7.395222187042236	False
9	1200	28.55	13.87		5262.004	0.9711272286194953	0.0884084502939668	0.3333256065226985	8.347846031188965	5766.2314	0.9804131294344747	0.06166183632294391	0.3109336442229599	7.747154712677002	False
10	1300	28.52	14.05		5088.28	0.9697678564296889	0.09142772229147855	0.3592069259969793	7.968900203704834	5926.648	0.981360933925338	0.05748455564101168	0.33177984250691955	7.468560218811035	False
11	1400	28.73	14.02		5480.51	0.9697803396648443	0.08167442013628283	0.35478838018920494	7.90186882019043	6528.103	0.9806786441587635	0.05439741209004322	0.33455065550182944	7.536675453186035	False
12	1500	28.5	14.2		4862.362	0.9662932133276122	0.09463345897654361	0.3581748299558744	8.179343223571777	6171.9785	0.9786967380810286	0.06225969939783228	0.33680060198955025	7.508398532867432	False
12	1600	28.86	14.16		5823.1763	0.9706456958389923	0.07446892272389764	0.35603560825294983	7.930241584777832	6064.243	0.9820886980300549	0.0473062885786848	0.3270758253478813	7.497960567474365	False
13	1700	29.0	14.19		4776.4937	0.9689642642449269	0.09428094457875534	0.3629386983580225	7.779728412628174	5725.702	0.9801742865302745	0.06072659264749866	0.34179823454746455	7.313958168029785	False
14	1800	28.57	14.16		4469.614	0.9629630459475831	0.10317908860184993	0.36563400141648666	7.783397197723389	5827.7837	0.9774979401372843	0.06528119549102092	0.3403938953042462	7.362865447998047	False