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	16.83	53.52		11077.091	inf	0.0028100027421754073	0.07939411225512923	451.9552917480469	10393.003	inf	0.003192624549057458	0.09543607133282406	447.8106994628906	True
0	100	29.27	47.01		2658.647	0.9718968731905692	0.00471918171725892	0.07516745501374383	5.101478576660156	2539.0588	0.9738077523718508	0.005180229103517744	0.09237233245402741	4.582395553588867	True
0	200	28.93	40.87		1366.7971	0.9703037493780006	0.011566939021805538	0.056304333166872104	7.196422100067139	1375.6396	0.9727545049464572	0.009547362725277259	0.074095277951076	6.872556209564209	True
0	300	29.41	63.85		890.18677	0.9632833086534252	0.030644707231671224	0.06047155161383545	5.08234977722168	948.86	0.9665748056098897	0.026676900754887344	0.07867825822456335	4.529913902282715	True
1	400	31.81	47.68		900.5301	0.9668712288397122	0.012460454525484842	0.08241862842044533	5.090264797210693	993.42633	0.9698679117429396	0.010782116767689469	0.09843431217017319	4.524198532104492	False
1	500	28.97	73.58		845.5024	0.9637023586210548	0.022574245582517898	0.05559552144133319	5.084582805633545	940.1813	0.9669422303368311	0.021808787849001587	0.07399682066015872	4.533974647521973	True
1	600	29.47	66.34		790.6713	0.9621479742547646	0.03004023464039866	0.05688310773350084	5.097376823425293	935.44965	0.9655839521358582	0.029067859823547083	0.0753819337905779	4.536012172698975	True
2	700	29.77	44.65		792.0621	0.9626898718685699	0.02870743973370018	0.07588091907609668	5.105238437652588	955.86615	0.9660562039208183	0.026399399862284505	0.09199562471577627	4.586222171783447	False
2	800	28.73	301.2		768.0151	0.96183060230908	0.030381292584357542	0.09320308143394344	5.076508045196533	948.88947	0.9652747711793246	0.028446229307419562	0.10898026849660758	4.544983386993408	False
2	900	29.72	40.66		745.73346	0.9597891858607981	0.03993798351280356	0.07173607542255882	5.087167263031006	944.19977	0.9635560205208369	0.037212422205126716	0.08807989295514132	4.5538554191589355	False
3	1000	28.79	292.3		736.2182	0.9604346483166476	0.03488454009489448	0.06909935999807612	5.08025598526001	917.70764	0.9646155488241832	0.030169721532366484	0.09117270201648005	4.530418395996094	True
3	1100	29.41	294.5		861.8833	0.9644878558200213	0.02913251607047686	0.08613275803617461	5.485842227935791	1072.2329	0.9678764748477287	0.025976304033289495	0.10468006636566585	5.025501728057861	False
3	1200	29.11	42.48		742.7788	0.9597132811934599	0.04055933349840488	0.07152049644834005	5.134066104888916	955.205	0.9638671681726432	0.03604971609337895	0.09534409178998451	4.621012210845947	False
4	1300	28.71	39.8		700.78204	0.9567518226521644	0.05029387119546568	0.11292929076438919	5.06594705581665	942.00214	0.9612784150651471	0.045468511032609515	0.12702015148671986	4.523444175720215	False
4	1400	29.07	44.4		708.0872	0.9570411633247251	0.04855702009147309	0.06815057054638077	5.099356174468994	944.9132	0.9609402709271474	0.044950631487933296	0.0908679025226595	4.57234525680542	False
4	1500	29.07	41.7		672.251	0.9579790334534295	0.044553374980410725	0.08670818942817182	5.6051764488220215	903.8068	0.9623648802805832	0.039507477520387045	0.11381462256726099	5.153363227844238	False
5	1600	28.75	44.46		648.7174	0.954923854119444	0.055814462941563094	0.1534167241272749	5.153363227844238	897.4995	0.9600727949866247	0.050627741395940284	0.1720314757968752	4.646798133850098	True
5	1700	29.48	58.37		674.8199	0.9552313336160888	0.05467922056620036	0.06854066925943746	5.087881088256836	869.18317	0.9605075559012155	0.04754408233792092	0.0940443178301155	4.551141738891602	True
5	1800	29.87	41.24		646.5129	0.9546212037893761	0.06002032015129491	0.09250609718881686	5.084220886230469	872.73926	0.9599219169777836	0.05397921425312411	0.11790910892039094	4.554937839508057	False
6	1900	28.79	38.91		624.3895	0.9523531586715918	0.06767610839005708	0.17393980669510004	5.0298895835876465	815.062	0.9579095175576153	0.06182832351683001	0.19419057405919224	4.48696231842041	True
6	2000	29.58	315.0		625.19183	0.9530100926591593	0.06610010452984873	0.11649662776914282	5.0621538162231445	897.274	0.9589663930849601	0.05627029933722027	0.13924615051171907	4.522414684295654	False
6	2100	29.18	38.32		755.3043	0.9591648591222566	0.047759372572761576	0.1073738243701291	5.180653095245361	1040.0027	0.9640973583349685	0.04028671110729306	0.13299772814739075	4.673076629638672	False
7	2200	29.08	153.1		938.3139	0.9610761292722688	0.04837475519587838	0.13177714397475002	5.073497295379639	1202.2288	0.9647463859401039	0.043150064590593395	0.1548118940178589	4.503328323364258	False
7	2300	28.99	38.08		585.6926	0.9508919512363663	0.07651945666608923	0.12677581800421406	5.086585521697998	883.49347	0.9573571765930313	0.06835947216816042	0.1469009791574578	4.514791011810303	False
7	2400	28.92	39.7		576.9076	0.9472003803119131	0.08737368784440723	0.13756410609016628	5.088433742523193	905.87854	0.9545262812715305	0.07624419144685862	0.14385802058996247	4.567111492156982	False
8	2500	28.24	40.11		655.08374	0.9540745889516645	0.057536938990846734	0.05219916301848733	5.287962436676025	894.40265	0.9599720389216474	0.048895916265878005	0.06424620143551996	4.658050537109375	False
8	2600	28.73	110.3		574.2501	0.9440051589516654	0.0998403555415087	0.15696883169873133	5.057757377624512	920.41565	0.9515266731631526	0.08745304941744603	0.1675069836043797	4.533196449279785	False
8	2700	28.89	284.0		576.33356	0.9517219692618494	0.06711773416613101	0.1146331228014731	5.060749530792236	901.4003	0.959120975522374	0.056597071638062844	0.1282479110153084	4.529370307922363	False
9	2800	29.27	38.37		562.7227	0.9450064291172227	0.09510673831466113	0.14916163894568954	5.017773151397705	913.75104	0.9531639050470492	0.08032654162540283	0.16780931010549888	4.466270446777344	False
9	2900	28.84	39.62		563.9012	0.9456720307955041	0.08945684351277401	0.188071246410282	5.092818260192871	905.5116	0.9542787573277316	0.07454257009832854	0.19473716964007812	4.579771995544434	False
9	3000	29.35	38.59		514.501	0.94333325392377	0.1045247506387359	0.1368086687372779	5.102448463439941	886.2689	0.9534190458959304	0.08322531980648257	0.15301134723969534	4.5794172286987305	False
10	3100	29.25	152.2		530.12225	0.9394756433042156	0.10176431162410082	0.1213609186146713	5.045169353485107	940.62256	0.950452239935708	0.0817724495953826	0.12381538925274112	4.499373912811279	False
10	3200	31.7	102.6		490.45593	0.9363557845311609	0.12350150744330328	0.14556543734036295	5.024668216705322	912.368	0.9488995877551728	0.10116851498257556	0.15393682609409434	4.474392890930176	False
10	3300	28.92	300.4		531.0579	0.9456224518965658	0.09382439424537496	0.12692211379898427	5.032630920410156	964.26953	0.9549563940096661	0.07501486012492768	0.14964073204226724	4.4740118980407715	False
11	3400	29.02	120.9		485.314	0.9343714408987099	0.12174608172299611	0.13557378393929506	5.024097442626953	891.3568	0.9488320903461238	0.09445593654459507	0.14897506597783575	4.482415199279785	False
11	3500	31.4	240.9		470.81546	0.9292281418746098	0.1536448434897363	0.1618352697225729	5.0150299072265625	960.80817	0.9440824655294202	0.12424679989974417	0.17400228499381465	4.479000568389893	False
11	3600	29.35	45.11		478.6541	0.9400852799582939	0.11936826353966638	0.14067557276829182	5.068491458892822	954.5216	0.9524627489567085	0.09222433873671403	0.1498564734188451	4.545623302459717	False
11	3700	29.15	248.8		458.79782	0.9303159244921789	0.13281852500732225	0.15464166603910445	5.009031772613525	1007.7883	0.9485385739040345	0.0985495287317239	0.1614882951815393	4.472137451171875	False
12	3800	29.01	65.03		462.7873	0.9300900970082545	0.14637378857039454	0.15588772584323535	5.107670307159424	1020.4344	0.9485363769450056	0.10823943399895267	0.15955164292951488	4.58831787109375	False
12	3900	29.21	353.2		441.9093	0.9195139802707697	0.17172630919360632	0.16267369853224675	5.019862174987793	1004.4345	0.9421828767868338	0.1277293891207002	0.16167944189385752	4.493853569030762	False
12	4000	31.15	42.29		435.828	0.9230031524877819	0.15943347446159212	0.16260961017091782	4.997438430786133	900.6457	0.9448360046309936	0.11225841360645089	0.165057186821505	4.461446285247803	False
13	4100	28.81	403.8		474.29382	0.92381228983404	0.14771557784506814	0.16139355790802745	5.005169868469238	1050.8322	0.9446195148921623	0.10733380761410936	0.16352060669143317	4.474763870239258	False
13	4200	29.51	38.6		430.6058	0.9155089602157138	0.17819960831564488	0.15912517922180797	5.0073018074035645	1025.5952	0.9410386349562574	0.12656091087001423	0.15959230348273465	4.479650974273682	False
13	4300	29.09	37.65		432.37335	0.915821800598481	0.18624228707982166	0.1627697681904047	5.031949043273926	959.4673	0.9417643607751333	0.12998865460607567	0.15844652667924386	4.5111613273620605	False
14	4400	29.16	415.9		570.9758	0.9296563377178843	0.1247641588855537	0.1370928983574361	5.017660617828369	1273.3918	0.9486820008523074	0.0897297775105357	0.13899749514892767	4.475361347198486	False
14	4500	29.18	42.37		435.5749	0.9127575066067047	0.195020036251633	0.17450292124084255	5.150402545928955	999.1396	0.9396158265844541	0.1369566634591782	0.16769475557177937	4.648638725280762	False
14	4600	30.26	415.6		440.72183	0.9113964872613349	0.1730891563267984	0.1523714155867722	4.990360736846924	1009.8833	0.9422864309649231	0.11035060872792525	0.1482868148994276	4.461780548095703	False
15	4700	28.99	38.01		414.1485	0.914663974396844	0.19339640040037645	0.16184933724015685	4.9896697998046875	935.48224	0.9428272697315134	0.12771912648068262	0.14949894015909962	4.470430850982666	False
15	4800	29.2	45.59		414.80646	0.9170486617800989	0.1739786575626461	0.17829933307401316	4.998220920562744	926.9506	0.9463127073081185	0.10564438279543005	0.18553618973055244	4.475522041320801	False
15	4900	28.8	97.05		407.41202	0.8986171692872145	0.2099367647379539	0.18319008353970181	4.956001281738281	1057.6003	0.9352588988297119	0.13461837603416776	0.17290994139430174	4.437780380249023	False
16	5000	28.56	38.27		387.3451	0.885821212140757	0.23288811314135568	0.18245979107498422	4.970075607299805	1019.3546	0.9270801791896458	0.1519811411661231	0.17798722369623393	4.453009128570557	False