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	17.33	24.19		174073.66	0.9925899985337019	0.0023536057187364353	0.22288523967435303	207.515380859375	76778.07	0.9940907655221739	-0.00037761790273535106	0.2167061293816436	208.76895141601562	True
0	100	33.57	11.33		12358.062	0.9873694734990818	0.03457940575797773	-0.278699613472836	24.80141258239746	9118.496	0.9893751162439611	0.030786251114331798	-0.3551211264210425	24.15863800048828	True
1	200	29.31	11.27		10685.719	0.9823209873839762	0.04892421752956118	-0.27221445180153464	20.584470748901367	9267.905	0.9848421349662286	0.04761276829003235	-0.3532196385907564	20.009403228759766	True
2	300	29.02	11.48		10444.853	0.9802064396843457	0.05548114529621982	-0.28764903271498266	12.625784873962402	10673.908	0.9830523132656157	0.05048500982422715	-0.3605557937603175	12.322118759155273	False
3	400	28.27	11.22		9062.999	0.977414186229102	0.06264163600064596	-0.289511672601985	13.612231254577637	9121.467	0.9814901769362886	0.056604102954113965	-0.3771664853173492	13.205678939819336	True
4	500	28.98	11.22		8038.297	0.9748215661110271	0.07225775839761263	-0.3059825390281871	10.356630325317383	8341.799	0.9794033561007175	0.0655994449728502	-0.406988691199377	10.271537780761719	True
5	600	29.33	11.22		7717.3735	0.9769383148082728	0.06261880834956197	-0.3047195951988694	9.813336372375488	7867.785	0.9823642854157645	0.051351307445889914	-0.40753868841998103	9.659195899963379	True
6	700	29.04	11.24		7497.3604	0.9746625658418465	0.07538661290982825	-0.2909959915176528	12.575859069824219	8490.953	0.9802705809678928	0.06324790714244391	-0.36104160107753874	12.252739906311035	False
7	800	28.73	11.27		6706.9766	0.9726571436680217	0.07930465796355002	-0.2452402254787313	10.359762191772461	7891.9873	0.9795905220999371	0.06689119813477461	-0.22192743293218717	9.983551025390625	False
8	900	28.86	11.22		7537.342	0.9704856658786811	0.0824987028985979	0.17809706884599621	9.230264663696289	8887.993	0.9795227758230701	0.06224856945604389	0.21755501617406187	8.968976974487305	False
9	1000	28.59	11.14		6690.6006	0.9713244227181675	0.07977658488054344	0.19189623446170412	9.10898494720459	7933.72	0.9812645830789931	0.05679307922650745	0.22162487798331992	8.809889793395996	True
10	1100	29.14	11.14		7142.4995	0.9682415833551468	0.09142760193583538	0.257188608024705	10.339319229125977	8411.934	0.9785277790105189	0.0695675056805266	0.3384601355222363	9.825987815856934	False
11	1200	28.62	11.14		6408.1426	0.9704441605517494	0.09029891882748348	0.2729321860846402	10.19931697845459	7907.5957	0.9800731111177305	0.06939958593758233	0.3341053856431087	9.697412490844727	False
12	1300	28.66	11.14		6921.5728	0.9665508529379665	0.08585541122067791	0.2585304914744247	8.873017311096191	8027.9155	0.9797566845576621	0.055067151439101104	0.3179395751927269	8.446788787841797	False
13	1400	28.7	11.15		5882.3477	0.9648382167912769	0.10257921399642267	0.27741402199224496	8.63519287109375	7749.7627	0.9787714771417484	0.06735930175441107	0.34690453496685264	8.113585472106934	True
14	1500	29.11	11.14		5425.8735	0.9607273014109508	0.1066219085145403	0.2608082736776194	8.73807430267334	8163.017	0.9771386792484328	0.06856927895469028	0.3275821536297554	8.275754928588867	False
15	1600	28.77	11.14		5358.5293	0.9592013651136991	0.11476752386506331	0.27646457921005296	8.693413734436035	8050.363	0.9758959495874852	0.07325899159642338	0.33933141801650685	8.156778335571289	False
16	1700	28.81	11.14		5385.821	0.9592918197537205	0.11457311253446614	0.27314728515811654	8.8113431930542	8125.6064	0.977246667548103	0.06815924357118265	0.3425644359524239	8.309889793395996	False
17	1800	28.83	11.21		4960.99	0.9593802670311254	0.12564361450254408	0.28497626346585336	8.861395835876465	7557.126	0.9771209681079656	0.0750856326562751	0.35556992165980955	8.216751098632812	True
18	1900	29.07	11.19		5317.3604	0.9589334533634372	0.12062557942879679	0.28881660698524075	9.223187446594238	7679.9854	0.9773059673945661	0.06960051471771111	0.3579911611572953	8.624303817749023	False
19	2000	28.71	11.17		5638.388	0.9587331326451407	0.12660217178807934	0.2923141047280271	8.816020965576172	7699.6675	0.9779752359219619	0.0700543482162869	0.36166598965661345	8.190237998962402	False
20	2100	28.9	11.16		4885.202	0.9510138932743717	0.13673663600993408	0.2966174965594494	8.506425857543945	7709.618	0.9738656524054994	0.08053277619129828	0.3662829735539788	7.898899555206299	False
21	2200	28.79	11.16		5016.5303	0.9554073292256836	0.13398871638897067	0.29630024143209743	8.50635051727295	8150.9	0.9762669710223657	0.07571600170775544	0.365243952584068	7.892553329467773	False
22	2300	28.78	11.13		4970.917	0.9457079455041815	0.13709101439807134	0.29969338334181056	8.555908203125	8008.866	0.9709104666129406	0.07458358840642858	0.37831189883063915	7.891102313995361	False
23	2400	28.77	11.13		4822.789	0.9531371972164792	0.13866921617713268	0.2897575747708583	8.605141639709473	7983.191	0.977049842601882	0.07186949356823727	0.3626418198930786	8.081704139709473	False
24	2500	28.78	11.13		4921.174	0.9489955940717432	0.1572219480929164	0.29991723722419006	8.612465858459473	7630.0664	0.9748308767946633	0.07912082016383716	0.36835204834747104	7.995547771453857	False
25	2600	28.79	11.12		5023.4653	0.9445302345115444	0.1525995105733563	0.28625381370405023	8.597698211669922	8034.7944	0.9730295989120004	0.07903681963167469	0.35049746450341307	8.077836036682129	False
26	2700	28.78	11.13		5643.912	0.9431153603647081	0.15896069168429586	0.300257885712184	8.60785961151123	7951.935	0.973552110137858	0.07494787016119037	0.37091789295348854	8.00229549407959	False
27	2800	28.77	11.13		4858.227	0.9501954376584956	0.15435507053862818	0.3046274119050728	8.573262214660645	7695.912	0.9767553591446393	0.07534406843919413	0.35984931403556025	8.077136993408203	False