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	20.4	96.4		176257.33	0.9786969689123071	-4.848744789095191e-05	0.3001739816757895	345.5182189941406	566284.4	0.9783294468839009	-0.0007233594806976098	0.2602096458967456	343.9971008300781	True
0	100	29.09	84.09		43208.305	0.9776474075009393	0.0031481430816514286	-0.20182287755809833	30.65196990966797	48321.11	0.9773017087338337	0.002115453258793443	-0.19341869827789626	30.907201766967773	True
0	200	29.69	83.68		43434.395	0.9695151393330774	0.021023763458220615	-0.3617462353123697	12.122164726257324	27137.16	0.9679611168871787	0.019680889037126403	-0.31552226316291165	12.190388679504395	True
0	300	29.92	84.01		347525.53	0.9739775673050207	0.008984357002595743	0.0014274156267391088	15.910161018371582	59687.76	0.9718698638556552	0.009056439248915499	-0.007962086515375423	16.07119369506836	False
0	400	29.16	83.86		145471.22	0.9757100758536186	0.0027868568410492093	0.34092136031744297	14.50662899017334	40579.438	0.9734829027821557	0.003222157710562038	0.2964480539219773	14.680548667907715	False
0	500	29.27	83.53		49948.918	0.9780897996227857	0.004575374874359485	0.3583927496573786	4.47157096862793	150316.23	0.9778067175638803	0.003751103932855639	0.3064360450259679	4.556057453155518	False
0	600	29.43	83.4		28880.312	0.9723000936702095	0.019844351415091367	-0.2401157323744182	3.750079393386841	33772.594	0.9725216458812942	0.017330785359749624	-0.23729479664364517	3.7132272720336914	False
1	700	44.08	83.42		149532.86	0.9732347232201064	0.012625802430769365	0.19086780615529148	4.545585632324219	36708.3	0.9711488130506072	0.012818902278949666	0.13677531721049282	4.580954551696777	False
1	800	29.43	83.04		40273.65	0.9751340219270171	0.015892780038303033	0.13977646088168488	4.1045989990234375	102690.734	0.975056774621102	0.01439940153695523	0.07960102586119727	4.134396553039551	False
1	900	29.52	84.1		224561.78	0.9751199982546396	0.006087058590531509	-0.17464283636995812	3.3795549869537354	44360.715	0.9727210043644012	0.006930849533954411	-0.17356491947839095	3.3522188663482666	False
1	1000	29.93	84.11		55793.5	0.9741479966735274	0.007155788675724816	0.29320890424222457	3.978790283203125	28917.346	0.9718804761270424	0.007852097955305217	0.2352597640907679	4.020131587982178	False
1	1100	29.47	83.2		38438.867	0.9798346919934676	-0.009722640901980942	0.35543681896511753	18.44972038269043	39728.773	0.9789998274192294	-0.009927011083731098	0.29903031548425146	18.73973274230957	False
1	1200	29.06	83.88		61939.668	0.9789622072623159	-0.0005565532227380392	0.35738540099525185	7.6785197257995605	100082.875	0.9785325701911409	-0.001038434547878586	0.3035932159859213	8.096720695495605	False
1	1300	29.51	83.67		42486.543	0.9870993016567645	-0.008699507765711906	0.35751169824708845	3.472393751144409	91224.15	0.9864389353145269	-0.00818089401590957	0.3041186397226422	3.8219833374023438	False
2	1400	29.25	83.38		83747.45	0.9789289526894057	-0.0017151149873300777	0.3040155990817634	4.446974277496338	227916.06	0.9785980489704316	-0.0026707219794018023	0.2482124013227193	4.52029275894165	False
2	1500	29.41	83.27		49519.45	0.9717428638655619	0.009320112469690873	-0.22346185008389136	4.041806221008301	30628.25	0.9697800446836471	0.01001003676924921	-0.24748551256304882	4.048577785491943	False
2	1600	29.18	83.54		681288.44	inf	0.010949251497455341	0.3509700260642347	2.8756461143493652	90187.11	inf	0.011343303369170298	0.297127228755275	3.0069313049316406	False
2	1700	29.55	83.2		59491.906	0.9799002957018692	-0.005654764483972021	0.05773382912335084	3.338146686553955	130747.53	0.9795401799304928	-0.0063104689702618115	0.00654801388498648	3.337285280227661	False
2	1800	29.68	83.66		487416.1	0.9743097773231444	0.006193212502376093	0.31850441930668427	3.383535623550415	71035.72	0.9720187003473861	0.007243036161836109	0.26142495898082524	3.3943116664886475	False
2	1900	29.34	83.75		53144.945	0.9699656949071754	0.026801182096180317	-0.3567147853952419	3.8730974197387695	31053.754	0.9685632150884563	0.02480752626974547	-0.30533526667651756	3.7908318042755127	False
2	2000	29.54	83.54		43832.387	0.9749414232905493	-0.0034388868436172034	-0.2194192484470511	3.197683811187744	35537.824	0.9739706589675095	-0.0043745944197015815	-0.2214581169216711	3.161166191101074	False
3	2100	29.64	83.87		83616.17	0.9769628247009797	-0.002142067558829652	0.3376406173659716	2.9927291870117188	34258.33	0.9744580095192986	-0.0005482708720824337	0.27802163743279773	3.0253427028656006	False
3	2200	29.31	83.33		42741.934	0.9711938224920452	0.016832069224203192	-0.321656456686822	3.6402313709259033	32286.488	0.9701365136696791	0.015204069441403631	-0.28380018665266293	3.585705518722534	False
3	2300	29.34	83.37		90889.51	inf	-0.006333454107481336	0.32699787420417875	7.278314590454102	226392.83	inf	-0.007269109241325457	0.27032796833397454	7.2859086990356445	False
3	2400	29.65	83.89		34385.406	0.9835314190618344	-0.009856514105781644	0.34220524311658923	4.135956287384033	41320.746	0.9824186058139699	-0.009329395886967073	0.28421235306264736	4.203350067138672	False
3	2500	29.4	83.34		36258.75	0.9697348055887757	0.023214099953789542	-0.29200809608045714	3.602980852127075	31336.979	0.9690409129770852	0.021242547540264434	-0.27255528344476243	3.5664443969726562	False
3	2600	29.63	84.62		35965.465	0.9823854323306591	-0.008230387749439958	0.3433337795238646	7.535496711730957	46186.207	0.9818544558187502	-0.008463316446026334	0.28760483717926183	7.794482707977295	False
3	2700	29.39	83.26		217557.12	0.9739021454880127	0.008437910851603185	0.3390410312922507	8.213016510009766	47516.703	0.9716505038599714	0.009273917869895053	0.27951181303592176	8.382678031921387	False
4	2800	29.1	83.12		64770.043	0.9788737270488962	-0.0017813095936938751	0.3387579802700244	3.8013594150543213	157346.61	0.9785922659882487	-0.003015116131753011	0.280131953485072	3.8980751037597656	False
4	2900	29.34	82.73		45457.023	0.9723382868986724	0.0049425238747040435	0.14927607127232617	6.708430767059326	31587.791	0.9705746946285714	0.005860153035979561	0.0985863977545619	6.776766300201416	False
4	3000	29.23	83.09		39641.18	0.9757485789778334	-0.004631880776572893	-0.14480309791112655	5.650040149688721	36689.848	0.9748947539726764	-0.005627103085875443	-0.1586088087580421	5.69714879989624	False
4	3100	28.74	83.81		38442.484	0.9725990449850836	0.009137717544384865	-0.03512317320229676	3.928685426712036	32279.205	0.9710913640512819	0.007995699732426064	-0.06167042025680957	3.9381072521209717	False
4	3200	29.25	83.12		36353.38	0.9740527269087712	-0.0039284396704690186	0.037395657570308286	3.5730345249176025	34240.188	0.9729063635747738	-0.005048237574668148	0.01255099948974928	3.569244861602783	False
4	3300	29.56	83.93		55212.805	0.9735549327793985	0.005322237374729787	0.1519348829598501	3.9400463104248047	31376.72	0.9713837221001248	0.006169741192476289	0.10573631678248127	3.95159649848938	False
4	3400	29.61	83.59		21582.09	0.9769441116913882	-0.010502707479858129	0.34220946421225973	3.4052600860595703	35574.0	0.9758580155523014	-0.011201284276668045	0.2773573241648737	3.472862958908081	False
5	3500	29.44	83.11		22684.527	0.9758927144171928	0.0003060034669072814	-0.31684311649358005	3.776569128036499	39733.64	0.9753942182696661	-0.0007891826459168604	-0.30239888831402284	3.757608413696289	False
5	3600	29.39	82.1		24662.947	0.9738354538391955	-0.003311074389990339	0.24816896233177463	3.575774908065796	31986.53	0.9719528771304347	-0.0022504074669352993	0.16688685511588094	3.6155483722686768	False
5	3700	29.66	83.1		23038.467	0.9732201310344956	0.0023889108927753356	-0.16559532674826122	3.2836320400238037	34467.883	0.9720771427401782	0.0017551601475796295	-0.18739634429021967	3.266144037246704	False
5	3800	29.42	84.03		47586.996	0.973175688498428	0.00971254824517646	-0.32759084253543014	3.8538639545440674	32604.463	0.971063851245696	0.009957757478140273	-0.3001791430569416	3.783665180206299	False
5	3900	28.88	84.15		37927.348	0.971372235252334	0.013739746857902899	-0.3292555374495746	3.80120587348938	30366.805	0.9694697931470426	0.013655245328143087	-0.2949016227224329	3.735767126083374	False
5	4000	29.57	83.75		23223.285	0.9760866807561663	-0.007566895192150492	0.3108160279180656	2.964076519012451	34178.715	0.9741639056476056	-0.007168937173681933	0.26936073356600937	2.992116689682007	False
5	4100	29.35	82.61		21347.295	0.9725723645922603	0.007527457993509803	-0.2599863774895914	3.7538022994995117	33087.527	0.9713916841715936	0.00606709955431974	-0.24893977130988837	3.7444231510162354	False
6	4200	29.06	83.88		26045.36	0.9696650546461649	0.026310448303868302	-0.33215983727317344	3.742086172103882	30043.346	0.968393243792004	0.023741247023103727	-0.296799052688172	3.6898186206817627	False
6	4300	29.32	83.65		20639.27	0.9723828284816258	0.009391326461101598	-0.15904856014287425	4.032059192657471	31591.63	0.9711478147515832	0.007139827672126153	-0.1727795055617915	4.043325424194336	False
6	4400	29.33	84.01		84560.805	0.9764926222130538	-0.00017427761363212712	0.2078559326859684	4.2088422775268555	36247.812	0.9740864038200423	0.0010181401638300136	0.13466181117640488	4.174046516418457	False
6	4500	29.18	83.92		26321.309	0.9794351128117412	-0.0031624576463464733	0.26337719678330807	5.7709503173828125	69068.516	0.9793425197938731	-0.004474608769376864	0.17406598641534557	5.867498397827148	False
6	4600	29.52	83.24		95597.19	0.9755194439517373	0.0028304449402482192	-0.008995996348589722	3.66198992729187	36749.0	0.9732348083807628	0.0036654983871104666	-0.04435233375912609	3.692040205001831	False
6	4700	29.44	84.95		18751.984	0.975418543772927	-0.004666999447441407	0.30640054988231197	3.5332539081573486	34703.246	0.9744934290094011	-0.005995291988758923	0.2248331129607331	3.5961012840270996	False
6	4800	29.54	83.77		24886.105	0.9790051612695839	-0.0009027340906462559	-0.054275736193113135	3.231966018676758	65102.496	0.9790397243360153	-0.0025434948868537787	-0.0834623751626446	3.226168155670166	False
7	4900	29.58	83.77		18625.43	0.9715512739072261	0.01459121189680724	-0.16214333169436407	4.247786045074463	30347.629	0.9704314133461109	0.012827656208669805	-0.163913579370694	4.255428791046143	False
7	5000	29.34	84.03		67363.25	0.9746618317553466	0.005116188131706568	-0.20858401200898152	6.4139885902404785	33251.555	0.9724481125268093	0.0058924176912566505	-0.19812857535761844	6.441296100616455	False
7	5100	29.63	83.59		18774.824	0.9758946247763023	0.0022933891409544563	-0.16738246901341752	3.522304058074951	38534.062	0.9755095871395244	0.0011126180292026747	-0.17626617048355983	3.520888566970825	False
7	5200	29.57	83.82		17647.268	0.971506757610214	0.013653610502533008	-0.1933615302735131	3.5065481662750244	31225.16	0.9708439323784002	0.010183923971776	-0.19765894932929007	3.5085971355438232	False
7	5300	29.34	83.19		18979.258	0.9765328030296277	0.002176811508382904	-0.07485036832505476	5.320708751678467	39896.58	0.9762295446837248	0.0008170162885160335	-0.0907409404349381	5.368136882781982	False
7	5400	29.27	83.53		19021.777	0.9701255633838782	0.023100799061024416	-0.3062836021076984	3.7947893142700195	30045.527	0.96919631306415	0.020338337039021295	-0.28640514419596735	3.7746734619140625	False
7	5500	29.4	83.61		18345.531	0.9694491064672658	0.027822006259386498	-0.29539054252716695	3.681133985519409	29464.395	0.9683564822616862	0.025744000515379305	-0.2777392520326022	3.66448712348938	False
8	5600	29.47	83.47		21897.512	0.973003664845747	0.007286203947491134	0.2743648287886472	3.0141544342041016	32889.75	0.9718704944249115	0.005509603335476986	0.19202556818503816	3.042081594467163	False
8	5700	29.1	83.07		24277.91	0.9720298350856689	0.007799474301605706	0.3454349041108624	2.928251266479492	30866.436	0.9702082699383698	0.007870342377256128	0.2770167365519128	2.9398856163024902	False
8	5800	29.63	88.36		20401.535	0.9726682256896204	0.008117065776895603	-0.1564346556739553	3.4071943759918213	33441.77	0.9716217875940023	0.007350762429803498	-0.20187020485374638	3.3923702239990234	False
8	5900	29.96	91.72		21497.072	0.9715092176892726	0.011168420015701674	0.04506042849255325	3.2449417114257812	30261.033	0.9697927828593698	0.011392167014358483	-0.030364254984057485	3.2645044326782227	False
8	6000	29.79	83.95		41450.05	0.9743671065081186	0.005838592315643705	0.19609648002052926	3.606792688369751	32531.451	0.9721413008241211	0.006506826147922528	0.10863173849712242	3.6406383514404297	False
8	6100	29.3	90.38		20384.834	0.9705344315005535	0.02059716313652626	-0.22543986110368217	3.393921136856079	32485.08	0.9696566156381737	0.018948976457054564	-0.2454005904435564	3.3859732151031494	False
8	6200	29.46	83.66		49820.02	0.9773987378422757	-0.0028503256872093458	0.26321645698210255	6.134711742401123	35151.664	0.9749320921795277	-0.0015588747643039062	0.17018304224729083	6.2367048263549805	False
9	6300	29.11	84.12		28785.4	0.9713377511910355	0.011056982638948188	-0.26191184091123987	3.607806444168091	30897.4	0.969454320630908	0.011327207791432297	-0.22888022464177998	3.5849547386169434	False
9	6400	29.34	83.58		25034.934	0.9732875324594412	0.008142903855291319	0.06532654807763212	3.4416325092315674	34893.28	0.9725344219890509	0.00628403980732948	0.012492216289808717	3.462120294570923	False
9	6500	29.27	83.34		24294.23	0.9725164778879273	0.014180507458785765	-0.3311839217687373	4.654448509216309	39647.37	0.9727220422151635	0.011546833721253444	-0.3009571307126604	4.635093688964844	False
9	6600	29.34	83.56		26439.672	0.9700202877357031	0.02185900682750573	0.00976449675675009	3.3275563716888428	31538.424	0.9687083804063611	0.02178145968455272	-0.029252583250270813	3.352898597717285	False
9	6700	29.32	83.15		23070.777	0.9694469418132144	0.028595268312651363	0.2493541755948921	4.407229900360107	31679.537	0.9682606308949007	0.028611961942258624	0.16968180174626127	4.4538750648498535	False
9	6800	29.4	83.43		23042.58	0.9676790841225161	0.032717172940504795	-0.28681757986952755	3.6243388652801514	31419.986	0.9669740260031296	0.03065156574691079	-0.2595121611621005	3.5895864963531494	False
9	6900	29.34	84.27		21251.322	0.9702033216849812	0.027240154866999565	-0.3463510601749153	3.905296564102173	30954.436	0.9690234024038615	0.02494389989147904	-0.3225576734401231	3.8760716915130615	False
10	7000	29.55	84.01		29498.725	0.9807779679625582	-0.0001388334287435806	0.2750339127433806	3.4227216243743896	69621.21	0.9808557970846229	-0.0018991680461420907	0.2124412467797207	3.6684811115264893	False
