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	26.73		154075.64	0.9698988363287969	0.005967937661924258	-0.031572545035749605	139.31385803222656	457157.97	0.9778917099891149	-0.003470687014301343	-0.18434027398842304	133.97964477539062	True
0	100	10.54	40.03		19059.117	0.9596457101546824	0.05240304070051201	0.019094749652834184	4.652904510498047	29291.332	0.9553048686622727	0.05393579573127436	-0.14599281325824884	6.054861068725586	True
0	200	9.993	11.93		19638.676	0.9482274268659574	0.07289068083791495	0.15504014452900725	4.589017868041992	37408.81	0.9536758352626992	0.0622158872160824	0.013298644970536292	6.561485767364502	False
1	300	10.45	11.81		21063.947	0.9367973659615495	0.10323735798787029	0.15629777174528645	4.4018144607543945	34022.832	0.9380729005065107	0.09483060978667657	0.08924454074298349	6.234153747558594	False
1	400	10.39	12.01		19825.943	0.9256445804687065	0.1270635930395019	0.17991816348010128	4.403215408325195	33181.684	0.9298560645292309	0.11400311802473438	0.18055771849496638	6.239622116088867	False
1	500	9.555	13.2		20652.73	0.9181470836109146	0.12912778386088528	0.23884681885844763	4.3576555252075195	40045.312	0.9286339047508791	0.1091959555983852	0.3574881769294655	5.567972183227539	False
2	600	9.731	11.69		19474.998	0.910820201561079	0.15108945374677568	0.38731030833738994	4.077484607696533	32088.162	0.9151560093328387	0.13766454022535574	0.5602705569527912	5.480615615844727	False
2	700	9.508	16.26		21618.209	0.896558576982212	0.17141509718420536	0.4657950479159528	3.960456609725952	34925.77	0.9032949216246458	0.1521122609329603	0.6196733533011423	5.357388973236084	False
2	800	10.17	11.81		20962.996	0.8889219278796849	0.1860527239246682	0.5118888076904391	3.4607372283935547	37902.484	0.901037640411633	0.16275045572021293	0.6559575366735723	4.371070384979248	False
3	900	9.461	11.58		21493.496	0.8967073418394047	0.18498087340071237	0.5664311070459941	3.083050489425659	35363.465	0.9056097931187518	0.1621190078746685	0.70469285690701	3.49906325340271	False
3	1000	9.723	11.63		21452.85	0.8841153978951091	0.19924111980880435	0.6135464787868365	2.8079943656921387	33139.824	0.8912974909916215	0.17828112993819137	0.7448633677577199	2.964829921722412	False
3	1100	9.656	13.49		22749.492	0.8759120546368298	0.21334565313653708	0.6423236599917037	2.77586030960083	36390.273	0.885568431019589	0.18990003101413308	0.7646648165663726	2.6277666091918945	False
4	1200	10.08	11.79		21583.23	0.8763976627730721	0.2069984631684368	0.6566733513812018	3.306159496307373	37724.367	0.8889593589534838	0.18130636760215374	0.7727888458022854	3.1160807609558105	False
4	1300	9.45	12.38		24004.264	0.8843008882742457	0.20298481495511625	0.6842404730069281	3.163177013397217	35269.35	0.8931766125009996	0.17669399427426877	0.7916455956230796	3.675738573074341	False
5	1400	9.533	12.82		20864.729	0.8707652919541431	0.2261946138108892	0.6982044496571836	2.6619555950164795	40829.676	0.8889902249845456	0.19408888283865636	0.7915470653441267	3.0786948204040527	False
5	1500	9.01	11.44		24668.254	0.8717360585515362	0.22071365121555298	0.6978215109694362	2.90171217918396	37856.188	0.8837317464441838	0.19084958510851757	0.7979459590686993	2.7305972576141357	False
5	1600	9.463	12.22		20314.496	0.8687864668794751	0.22961222078142915	0.712751582080582	2.1680397987365723	36055.78	0.8865092661721435	0.19412890020232063	0.8085979861993083	2.18072772026062	False
6	1700	9.927	12.28		23315.826	0.8725168815484715	0.22462052954108247	0.7323502560010225	2.290764331817627	35510.402	0.884449987752538	0.19178771627811625	0.8130580182126919	2.4482369422912598	False
6	1800	9.705	12.25		23151.514	0.8592455866433568	0.24305452491959087	0.723369628394554	2.2729015350341797	37588.44	0.8755162345181499	0.2059873856150449	0.8102712121026124	2.2224154472351074	False
6	1900	9.586	11.79		21181.729	0.8528067128845369	0.26070004077589726	0.7436411261495806	2.1423232555389404	36163.277	0.8720951181477514	0.21914505483357125	0.8249868144541482	2.3019614219665527	False
7	2000	9.428	23.01		21049.36	0.8498501863736313	0.26173555449491254	0.7535781112082856	2.070741653442383	36403.254	0.8699461145885345	0.21989074012148518	0.8226130591645479	2.193575859069824	False
7	2100	9.721	19.05		21622.477	0.8488123469000977	0.26378913697980094	0.7527959389339869	2.016425848007202	36628.01	0.8684431529938764	0.22077337414946355	0.8304622034010554	2.147914171218872	False
7	2200	9.832	12.55		23385.127	0.8552193762358674	0.2592323129040623	0.7474815060975701	1.943769931793213	36138.35	0.873564857713056	0.21237922414888724	0.8286896376240016	1.8743089437484741	False
8	2300	9.893	13.02		20577.004	0.846741908090606	0.26641736885538564	0.7568392207968347	1.9041064977645874	37455.92	0.8704465221189118	0.2177163480529825	0.8350394864483758	1.8882582187652588	False
8	2400	9.491	12.29		20446.479	0.8412694410862682	0.28037550097136404	0.7654179076711047	1.902513861656189	35684.34	0.8659054203895185	0.22585216494578958	0.8368467141271843	1.930712342262268	False
9	2500	9.82	11.94		20343.111	0.8414353437122558	0.2771670011481837	0.7629499581675835	1.8774335384368896	34401.58	0.8641600963349199	0.22541445409000477	0.8371563563328213	1.8754976987838745	False
9	2600	9.603	11.42		20713.639	0.8451453847237413	0.27856865119787566	0.7559252772418296	2.0029075145721436	40827.754	0.8738193711648105	0.22030651217425157	0.8364538992726085	1.8792858123779297	False
9	2700	9.462	16.93		19486.203	0.8407990267664122	0.286338390934433	0.7672238026940915	1.9097024202346802	34193.832	0.8662092365932361	0.23144970590322822	0.84068104155778	1.9869874715805054	False
10	2800	9.709	11.26		24497.256	0.8416052198604299	0.2870667479959993	0.7646201262979958	1.9112108945846558	36037.98	0.8645285884245201	0.23310568366100498	0.8414327636138927	1.8012865781784058	False