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	17.25	50.29		2208927.2	0.9783215609963506	-0.002597905139320052	-0.4112972510530158	37.57939910888672	101759.734	0.9688229817876529	0.00637701493466535	-0.34057353260251	35.737545013427734	True
0	100	29.65	49.76		347724.84	0.9761414268303119	0.005771715520718599	-0.4190708461856268	30.03021812438965	57785.54	0.9671380505280952	0.013017927259527098	-0.33528860197052696	31.94884490966797	True
0	200	29.22	558.0		84056.37	0.9723843532697352	0.02774576091972406	-0.4152164798906882	12.538009643554688	54932.87	0.9680653398454292	0.018611513685984703	-0.3437733177051435	13.605470657348633	True
0	300	30.56	428.9		64880.12	0.9813336890097328	-0.0009116393410284401	-0.415565474101913	24.918134689331055	89635.39	0.9815771034439199	-0.007322277449879985	-0.35824098027480006	26.658058166503906	False
1	400	30.37	103.6		409829.2	0.9809345099281712	-0.007191340883716193	0.3970005413666448	16.0616512298584	68790.77	0.9715031223305465	0.0008572235589678374	0.2921798514716337	17.550064086914062	False
1	500	28.85	59.29		229306.78	0.9744546963209885	0.012955565901589229	-0.3931606071993118	5.715726375579834	54382.45	0.9663339419296937	0.017309032370059107	-0.37499937920205334	5.748530864715576	True
1	600	29.09	59.17		184844.78	0.9812284918008579	-0.0007104989396694299	0.3958022245561053	4.274184703826904	406501.97	0.9815079230699042	-0.00844853841908767	0.2712346461165678	4.751191139221191	False
2	700	28.41	42.28		167850.08	0.975646288644044	-0.0034266698424108835	-0.3875219173008324	18.988134384155273	61384.934	0.9721364180458858	-0.010533454518194383	-0.3293746156082983	20.463085174560547	False
2	800	29.0	60.0		160029.3	0.9809110890974316	-0.007499736145658676	-0.23912999449214328	20.341581344604492	78545.86	0.9803321944607196	-0.014274821626577311	-0.31596003187614025	21.911855697631836	False
2	900	28.93	58.1		153748.95	0.9825352015051085	-0.009464777766578796	0.37786786339929246	10.48818302154541	89018.72	0.9824022161449163	-0.01606968346928099	0.2278720480551094	11.618988037109375	False
2	1000	28.65	557.4		178609.02	0.9724996174302312	0.016383848037765027	-0.39310562898676416	20.02757453918457	51845.637	0.9649270638459314	0.021028297175004634	-0.3599820808436318	21.569007873535156	True
3	1100	30.16	566.9		165401.7	0.9706909865729938	0.027464669856465052	-0.38639583565447294	5.82194709777832	53362.098	0.9646586517068741	0.02966257857707535	-0.3705865285892804	5.863110065460205	True
3	1200	31.89	107.7		60716.99	0.980609523449749	-0.001501615462914295	-0.38730056449996925	18.653602600097656	100520.95	0.9811269968286821	-0.009359890373773874	-0.35027960815349496	20.13030242919922	False
3	1300	28.7	45.98		65566.016	0.980938877781594	-0.0016795617713502905	-0.3582180650692726	11.3184814453125	138294.17	0.9815515844358698	-0.009520083109942217	-0.31377830692729497	12.359977722167969	False
4	1400	28.56	81.49		179564.28	0.9735902347158034	0.014930533322195412	-0.3676955277402302	5.998398303985596	54228.707	0.9653511028390376	0.019639473743486974	-0.33559248724559293	6.381004810333252	False
4	1500	28.92	45.6		534315.8	0.9769794928008021	0.002714947431541457	-0.3511429123692132	5.783370494842529	63326.234	0.9680666610171657	0.009809439293122856	-0.3492488703263605	6.201483249664307	False
4	1600	28.95	46.26		1857950.1	inf	0.0056957967445063745	0.32726862886344804	6.225421905517578	95353.34	inf	0.011838303049819405	0.2511690949327292	6.1739726066589355	False
4	1700	29.25	306.0		273625.25	0.9773389788571784	0.0016459777595900888	-0.3056603268268753	8.817646026611328	57914.96	0.9682642400488106	0.009284012739838908	-0.33387633974916786	9.806465148925781	False
5	1800	28.77	43.87		53457.504	0.977257872443944	-2.2176437626673123e-06	-0.100058677262731	5.104396820068359	63633.38	0.9763113480779356	-0.008206797807774282	-0.21425710191357508	5.508440017700195	False
5	1900	29.05	107.7		152155.1	inf	-0.00269751606793223	0.28214052224093267	4.691715717315674	440507.28	inf	-0.009557352581498892	0.14690382066686375	5.148684024810791	False
5	2000	30.48	607.0		280126.62	0.977464324566759	0.0003262776713450718	0.24767661707745917	5.275284767150879	58160.65	0.9681434399088412	0.008831709034632441	0.028458259195808046	5.821636199951172	False
6	2100	30.04	46.26		368236.66	0.9775296638625939	4.586976735914819e-05	0.001550433386715035	9.813895225524902	60006.03	0.9682289440765371	0.008472974810455553	-0.1923750185628663	10.907002449035645	False
6	2200	28.32	48.01		62779.55	0.9734483393804259	0.017571684022258515	-0.3331896460797638	7.264928817749023	56064.41	0.9679154177759055	0.021086655244092384	-0.34888112110253244	8.01087760925293	False
6	2300	28.9	43.59		419224.3	0.9757537482133831	0.006987086559405235	-0.3101749743912733	5.538698673248291	58775.14	0.9668302784072333	0.013941154798247273	-0.3464294516635237	5.999467372894287	False
6	2400	28.97	44.76		50891.85	0.9823588684595237	-0.007935245905070894	0.19373528907971466	10.558480262756348	105109.8	0.9828274465735641	-0.015465839702228994	-0.02627534178993304	11.687797546386719	False
7	2500	28.36	128.7		63697.52	0.9772537967718061	-0.007790217999840038	0.21749016250206446	4.8967061042785645	54748.375	0.9696440669924866	0.0011070887934129994	0.01998105514717741	5.307993412017822	False
7	2600	30.26	52.89		42797.92	0.9781958648022486	-0.006057276632776926	-0.04443320431341535	5.099264621734619	60985.008	0.9759194602903672	-0.013486641814670379	-0.21138228171046244	5.541169166564941	False
7	2700	28.86	65.81		57304.656	0.9772056432214218	-0.006616584124708329	0.10759272048464906	5.019477844238281	64880.414	0.9746821741245599	-0.014451161254336294	-0.11996288710757456	5.420855522155762	False
8	2800	28.62	101.7		56228.754	0.9825688100319295	-0.008405478151415893	0.32769442828354284	6.160804271697998	134702.23	0.9830550900534499	-0.015972059220377973	0.14409607812283523	6.9061598777771	False
8	2900	29.61	585.4		182267.03	0.9779146111385232	-0.001482464882676682	0.25906128825916613	5.672504425048828	57134.34	0.9687378642238054	0.006767020426846374	0.042103804214799076	6.366448402404785	False
8	3000	28.71	42.43		55215.965	0.9763121761400925	0.006799188260990712	-0.38791953296595044	6.941679000854492	78880.555	0.9764396265122202	-0.0025625500293136143	-0.3503720219751622	6.8963775634765625	False
8	3100	28.91	167.9		75797.2	0.9759508192379766	0.0033678472913117605	-0.18863283385212853	7.414336681365967	54345.52	0.9674606429080509	0.010337280852222009	-0.30379212405710054	8.234132766723633	False
9	3200	28.98	489.3		55213.156	0.9856622928255906	-0.010140110452562794	0.3505022706023133	5.342960834503174	113123.94	0.9860347307544246	-0.01695573171693546	0.2489607942394175	5.441700458526611	False
9	3300	29.76	449.6		68515.4	0.974842703963205	0.006012831370932966	-0.33894068083503126	7.8437089920043945	54547.008	0.9666999684774827	0.012958403072253004	-0.36176449469542776	8.6692476272583	False
9	3400	28.82	56.96		46756.414	0.9742510381833209	0.006945824249164108	-0.3060513785764045	5.739682197570801	57919.918	0.9705744504599897	-0.002835962066555877	-0.3558538293078538	6.254970550537109	False
10	3500	28.55	49.65		107074.46	0.973114669265114	0.012640512955052663	-0.3257523366434	5.68248987197876	53687.105	0.9666945407583079	0.017730271608459226	-0.3637336375432192	6.129523277282715	False
10	3600	28.86	67.74		274477.25	0.975498107456644	0.008869978005056973	-0.0896536755875081	5.0819783210754395	55775.617	0.9667644050482679	0.01500004116458387	-0.22668557197788436	5.341425895690918	False
10	3700	28.95	83.28		108297.09	0.9845846468934153	-0.012343297296428659	0.31096949981291383	4.53801155090332	62764.7	0.9747090286350042	-0.003302070696528013	0.18807067347811549	5.217074394226074	False
10	3800	28.84	341.3		33000.023	0.9789021194537826	-0.008158331157215227	-0.10571021485245102	9.149297714233398	69251.766	0.9776275979291768	-0.015638899847489292	-0.23356687791347377	10.152671813964844	False
11	3900	28.67	42.43		58706.28	0.9772359245211965	0.0007096955249920066	0.038964942826203136	5.2294392585754395	56086.19	0.9684546910708428	0.0079331657394699	-0.11778569588913332	5.744320392608643	False
11	4000	28.54	50.78		35402.61	0.9733168749960164	0.009127449530767237	-0.26119398182862535	6.187459945678711	54598.766	0.9674859763832778	0.01392249208918821	-0.3177264146501094	6.805141925811768	False
11	4100	28.95	41.9		54762.61	0.9751054235623173	0.008134542035746577	-0.19255262421440358	5.77547550201416	55221.613	0.9669838072949083	0.013451908976387497	-0.21066040233300473	5.7901763916015625	False
12	4200	28.63	73.12		29385.195	0.9775061854066144	-0.005229120032039938	-0.25997386300221514	5.42783784866333	65815.37	0.9764575139351431	-0.012612552573783017	-0.26740125705316936	5.815995216369629	False
12	4300	28.88	332.7		114938.62	0.9773431426991394	0.0017545962945512473	0.13336771540002132	5.032162666320801	54516.633	0.968419336497019	0.008724522157876927	-0.04693484619576083	5.282854080200195	False
12	4400	30.39	536.5		39185.562	0.9703108122879054	0.026320088194139574	-0.34048549209115836	8.990406036376953	56301.5	0.9660136150670796	0.022584709282842053	-0.3359817458351759	8.731913566589355	False
12	4500	29.39	319.5		31514.244	0.9721550725140853	0.015812188780791034	-0.24821433760626577	5.363714694976807	53082.055	0.9659891062248052	0.01932513261642777	-0.32482675845345144	5.768643379211426	True
13	4600	39.8	87.54		26126.916	0.9731598390327941	0.012181944897702208	-0.3360439467729498	5.860259532928467	60496.37	0.9728132633505251	0.0016056063288500443	-0.32527964805830295	6.042577266693115	False
13	4700	29.89	51.58		46707.945	0.9712832292864265	0.020279864861270515	-0.31613661069308924	5.4611968994140625	53313.05	0.9670587524499065	0.01389887191631461	-0.30529656841229125	5.704793930053711	False
13	4800	28.86	579.5		39823.46	0.9746360248733992	0.006369593521565163	-0.042681586874057306	5.351176738739014	53769.824	0.9673845639089149	0.012136337334513763	-0.18257397941490341	5.8794989585876465	False
14	4900	29.65	247.5		34420.99	0.9700608863499859	0.027172196860134612	-0.33739704118269603	5.832630634307861	53405.23	0.965995358783322	0.021459457051368994	-0.36030649536115383	6.135365962982178	False
14	5000	29.06	41.61		32771.457	0.9754025305750744	0.005763017021030225	-0.34168879715974176	5.902204513549805	67294.5	0.9755904345885362	-0.0033973898237477152	-0.3629717468427944	6.297896862030029	False
14	5100	29.03	70.14		35485.863	0.9736859656965559	0.00942102616750145	0.03220830478408534	5.098551273345947	54569.875	0.9690849917712742	0.0045390060787226134	-0.12094215895266666	5.589985370635986	False
14	5200	28.84	44.22		38552.28	0.9742617924716854	0.006870091234769467	-0.0056599244025723455	6.070301055908203	58040.367	0.9728184842106375	-0.0035388663225605138	-0.14877434924865224	6.723021984100342	False
15	5300	28.73	558.8		49139.22	0.9715934604503028	0.02294161280199518	-0.3153907835440238	5.816402435302734	53652.418	0.9683356326133111	0.011696882548111999	-0.3448154299809974	5.8461198806762695	False
15	5400	29.77	45.03		30786.332	0.969896839115042	0.026782544369058348	-0.3020948932927733	6.291988372802734	52908.89	0.9661626712615127	0.017336519731087262	-0.3430613433165772	6.657837390899658	True
15	5500	29.51	48.68		25956.076	0.973306088511249	0.014956468184951471	-0.00021959204564637067	6.183163642883301	55766.207	0.9715859732688409	0.0026767856757068513	-0.1524345205503301	6.886608123779297	False
16	5600	28.86	43.62		24649.672	0.9698888452072165	0.029755510332119654	-0.274506306877944	5.515510559082031	51193.293	0.9684289839894811	0.016398380824544565	-0.3297744997370582	5.832359790802002	True
16	5700	29.51	67.41		22758.963	0.969540674097945	0.0333751799577864	-0.3228478648284036	5.8478102684021	54447.758	0.9706111251334177	0.01629249550153446	-0.3393619893096363	6.109650135040283	False
16	5800	28.83	533.6		21998.54	0.9724322859834076	0.015724240771596624	-0.3059837720982015	5.918864727020264	61438.344	0.9737166808627615	0.002536575912795285	-0.33530935963955094	6.334146499633789	False
17	5900	29.5	387.4		22938.854	0.9714463113104115	0.02930596088792619	-0.12690524896324185	6.159428119659424	53221.07	0.9696891740959355	0.01526706941528356	-0.23170132705999558	6.797810077667236	False
17	6000	29.08	412.2		21526.775	0.9700193554359552	0.032632069598090736	-0.28652085386389736	5.6590118408203125	52948.594	0.9694587819554743	0.01619783590655334	-0.32506441158089366	6.0588812828063965	False
17	6100	29.05	125.4		20876.299	0.9679375219715644	0.039270789044937186	-0.3513116351939384	6.082156181335449	53868.08	0.9687025737549482	0.02134842620039256	-0.3448951654888497	6.257998466491699	False
17	6200	29.02	42.09		27251.238	0.9692463783973856	0.03670740715506417	-0.2920781424033716	5.673518657684326	53734.92	0.9701808209269385	0.01937231963518863	-0.30316659715704974	6.082452774047852	False
18	6300	28.68	59.11		54662.08	0.9711113702792258	0.0224723320695671	-0.25882703118946526	6.733168125152588	58321.53	0.9733878350213947	0.00731297270595842	-0.3000006794100008	6.6776227951049805	False
18	6400	28.82	579.4		26650.955	0.9707840635241373	0.023014712942466285	-0.0831819532280769	5.31295919418335	53491.68	0.9695343589043603	0.011742671757003451	-0.21826761436287467	5.540980815887451	False
18	6500	29.4	103.0		24082.865	0.9661994999031952	0.04373837740738026	-0.3232948612212166	5.546481132507324	56392.68	0.9678929423724517	0.026130989101334975	-0.35450592095531214	5.926778316497803	False
19	6600	28.77	43.71		23500.695	0.9691371441358336	0.037436597450593016	-0.25272663516807264	6.657205581665039	54369.04	0.9701115093423002	0.01897487422941695	-0.2999497626710119	7.305447101593018	False
19	6700	28.95	234.0		25179.443	0.96929567343222	0.02741829229543283	-0.13445675190549333	5.390619277954102	49714.66	0.9682458859671882	0.01524952939257278	-0.2367572747520857	5.868588447570801	True
19	6800	29.51	48.86		20621.385	0.9668211388422953	0.04392042222168417	-0.16401841844617818	5.307248592376709	53128.742	0.9691907008101367	0.02585173493875822	-0.208234450863839	5.671619892120361	False
19	6900	29.06	44.41		25028.69	0.9677038418923747	0.0461607206557781	-0.25296327384564415	5.4968156814575195	52663.11	0.9697896916408227	0.027754038212066574	-0.200270612705469	5.85775899887085	False
20	7000	28.53	81.91		27892.734	0.970858485031062	0.02818122130282301	0.005869839363949109	5.153021335601807	53282.043	0.9718453925616594	0.014092209666859293	-0.05568317583162994	5.268592357635498	False
20	7100	29.71	599.4		20189.611	0.9674017650026673	0.04068055346205439	-0.29339160614313203	5.653341293334961	54330.402	0.9698665665263931	0.02215317174510277	-0.3182899483248728	5.792513370513916	False
20	7200	29.99	194.5		29589.998	0.9660887629619783	0.03750232145207173	-0.28669396419505333	6.409278869628906	51380.844	0.9676978254578942	0.0217452841718741	-0.3285713154071265	6.38909912109375	False
21	7300	28.57	45.57		22860.76	0.9646667094166621	0.04914315784729477	-0.2924297407681386	5.673671245574951	55731.996	0.9668900047060374	0.030778557086751597	-0.2947655474458403	6.080019474029541	False
21	7400	29.06	127.3		25922.467	0.9619501263455473	0.04961848142499262	-0.3274615321160833	5.561296463012695	57201.883	0.9662213781096907	0.031687644089996726	-0.2529153178364592	5.608800888061523	False
21	7500	29.56	81.5		24112.682	0.9622115488366556	0.0541319804150322	0.18327983953725788	4.9493560791015625	52735.363	0.9661518731509918	0.03488841946486109	0.1730696981092445	5.197150707244873	False
21	7600	28.9	104.6		21875.527	0.9627267081059938	0.05115956153355569	-0.08010327160179527	5.208558559417725	49993.574	0.9662418191644384	0.03318919502297055	-0.10764671077113526	5.561171054840088	False
22	7700	29.09	543.3		36059.78	0.9610815228627471	0.05067387076755199	0.0011554926360837156	4.985814094543457	50436.05	0.96562518487882	0.03245258451380964	0.1353891755070699	5.046691417694092	False
22	7800	29.85	277.8		20049.238	0.9710825274165501	0.02734966107759609	0.3088058384987267	4.717496395111084	53609.3	0.9727701951297586	0.012787609615625426	0.17646143127214736	4.979319095611572	False
22	7900	29.05	516.1		18357.701	0.9730335237640839	0.01703339680341536	0.3857344082058704	5.053070545196533	65464.62	0.9759886379231628	0.0028302666724165167	0.3400214677069405	4.910846710205078	False
23	8000	29.72	501.5		43841.254	0.9639685542726089	0.04499291756350266	0.27859719820249057	4.749006748199463	55073.67	0.9661063355995041	0.028352486919791347	0.13064882275037867	5.0504069328308105	False
23	8100	28.87	43.71		38957.05	0.9650904711016908	0.04743602767980215	0.3037891363407638	4.80723237991333	55937.145	0.9684305859619491	0.02819085265704383	0.24356070483684936	5.060787677764893	False
23	8200	28.71	42.89		23456.74	0.9648931511262472	0.037103704665338556	0.09754410211552453	6.390031814575195	50438.375	0.9674005306916428	0.02195634413206755	-0.027511240180413055	6.242121696472168	False
23	8300	28.81	51.72		47004.066	0.9694894303276964	0.03170548431275584	0.37396176444662993	4.707745552062988	56195.176	0.9718210610827891	0.017041587810645548	0.37227857289267985	4.838331699371338	False
24	8400	28.74	45.53		52017.69	0.9642695260203643	0.04581671440188721	0.41972563816231706	4.948049545288086	58230.97	0.9681828577105545	0.02860163011084297	0.4065400539523962	5.211966037750244	False
24	8500	29.02	52.7		43174.18	0.9673433712953973	0.03379182107894948	-0.02710576863243337	5.024642467498779	55794.707	0.9644233924846257	0.024583894511654037	-0.021639653127164347	5.241974830627441	False
24	8600	28.82	99.96		39775.555	0.9744241456233418	0.013677616401454514	0.2889898536072269	4.73507833480835	73317.03	0.9760657318487559	0.002843325525674949	0.2687381273495159	4.942988395690918	False
25	8700	28.74	41.83		36765.117	0.9658208853651552	0.03959953320869116	0.37677403561779194	4.937938690185547	61262.95	0.9662586177735603	0.025253826562758905	0.34403841327561135	5.350841522216797	False
25	8800	28.89	43.65		37063.95	0.9670206749788587	0.041527564418316114	0.3083575840679151	4.695697784423828	55690.67	0.9683400897346014	0.0260142059969445	0.30697698681382385	4.83465576171875	False
25	8900	28.95	364.2		43282.69	0.9750282437221021	0.010411115740182594	0.39762912160914893	5.038352012634277	66624.555	0.9759896209779718	1.0397882848326398e-06	0.37417259143973497	5.4491963386535645	False
25	9000	29.82	529.3		64368.293	0.9651082472564452	0.0424869611213414	0.4096577540765111	5.252965927124023	54547.758	0.9647213364507716	0.0291757414041371	0.35694305984383823	5.775759696960449	False
26	9100	29.93	515.0		48556.84	0.971364181500237	0.020840706611337287	0.2497760989868601	4.987085819244385	53063.945	0.9725444239264168	0.007203738995267277	0.26920780931496113	5.231053352355957	False
26	9200	28.85	42.18		75460.04	0.97256352671714	0.01742985849442058	0.36479229390607487	5.551252841949463	51646.703	0.9655058970684579	0.02042779564112981	0.23639036128631272	6.1013617515563965	False
26	9300	28.91	473.8		20815.025	0.9738650325221403	0.012034958323788208	0.38019302540439553	4.66603946685791	60314.918	0.9742096703405088	0.0014483363754482777	0.21741918177075847	5.036988735198975	False
27	9400	30.24	345.3		33596.746	0.9669138612103493	0.0443842012952659	-0.11099092120008047	5.0571794509887695	51071.938	0.968143199353615	0.02515789143883524	-0.187277206455496	5.247861862182617	False
27	9500	28.98	41.48		28295.367	0.9629003409689052	0.051732263148529745	0.4157404160334433	5.0057501792907715	53090.453	0.9663932260547071	0.032394801691544135	0.35533281414857687	5.009442329406738	False
27	9600	28.99	563.0		27044.81	0.9634187716519343	0.0522520685121528	0.4160488783651068	4.460012912750244	52750.02	0.967154937980832	0.03367052603935813	0.3466035595513751	4.827768802642822	False
27	9700	29.67	443.0		53872.117	0.978916955238664	0.006616939870237532	0.211235291370104	4.903453350067139	242511.1	0.9800779001275219	-0.0022475404131913398	0.2848151461449374	5.028347969055176	False
28	9800	28.72	80.15		43006.56	0.9669908404662481	0.03183892039167866	0.4276329591961997	4.850982189178467	53754.188	0.9619711356030847	0.031031888753439978	0.34581285841042525	5.178586006164551	False
28	9900	29.86	549.3		134428.28	0.9689221512984896	0.030251118091969335	-0.180845391600237	5.870822906494141	51631.08	0.9648783106822632	0.025676351479571674	-0.09367823877810241	6.334802627563477	False
28	10000	29.66	263.3		313293.44	0.9721353937327759	0.02188852307345974	0.27365109678831245	5.258273601531982	55107.273	0.9647255322799403	0.02435986110813917	0.28337859809109345	5.613994121551514	False
29	10100	28.55	47.54		68124.64	0.9699693079926406	0.029338491907310187	0.3035791337336115	5.058038711547852	51411.625	0.9698369397525147	0.01501972977606547	0.3078531632071229	5.37841796875	False
