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	5.579	13.1		2440952.5	0.9747743816978988	0.011166976750974753	0.23779218697658966	103.21078491210938	105874.67	0.9661086316796511	0.017163532649052675	0.2879693960015702	100.1561279296875	True
0	100	9.692	11.95		403458.3	0.9806895734314359	-0.003699624998742288	0.39445318512862043	28.550615310668945	63825.81	0.971107977900863	0.004659868848279769	0.33288856806851536	30.451417922973633	True
0	200	10.19	11.73		128127.27	0.9785132852993094	0.007533830003646262	-0.31523527439600757	16.918378829956055	87543.15	0.9790624215376821	-0.001345279834948041	-0.34566405512156334	18.330432891845703	False
0	300	9.806	11.74		244657.97	0.9775905859191604	-0.00020396179886306596	0.39579861760974466	26.719284057617188	54937.715	0.9682705119442002	0.008424020788018599	0.2972436175017746	28.581562042236328	True
1	400	10.51	11.83		247175.75	0.9774775995171583	-0.0006812196490745952	0.36597694021079064	27.095239639282227	53845.168	0.968217917789511	0.00802647526590031	0.2433891564288409	28.972145080566406	True
1	500	10.41	11.64		125268.49	0.9802154828745773	0.00012969878550540525	0.09338679662806108	7.5166239738464355	67546.51	0.9792093199727068	-0.007900173772629575	-0.06550981698117399	8.446310043334961	False
1	600	9.838	11.45		381309.66	0.980346703268623	-0.007984233917575193	0.39379197372050684	13.750530242919922	57564.15	0.9706830834848378	0.0012756895949018975	0.22588928036367772	15.199212074279785	False
2	700	9.546	11.87		183918.4	0.9743016398431374	0.008660030880383246	-0.3014682395221462	15.715738296508789	52035.27	0.9661973318954473	0.01467893333709361	-0.2995459240450495	17.081680297851562	True
2	800	10.31	11.61		109960.336	0.9796804666366571	0.0045296960970199335	-0.3408118077847205	7.56573486328125	153430.92	0.9803004397183653	-0.004288995005314434	-0.34443562481682966	8.326505661010742	False
2	900	9.638	11.51		57377.94	0.9884459261332055	-0.010063983103887631	0.40211853155574745	10.335099220275879	85042.336	0.9871527537747123	-0.015385053194832023	0.3312238651349271	11.50529956817627	False
2	1000	9.737	11.77		85308.89	0.9834544271905502	-0.005663898440971538	0.38782617929307955	4.792354583740234	245522.16	0.9840099005567849	-0.012725266528632644	0.3016343777043258	5.373269081115723	False
3	1100	9.812	11.63		1158000.2	0.986189629802992	-0.014747453077839912	0.4075252366145308	4.3465776443481445	87652.1	0.9760190493407119	-0.0059770209335824765	0.3247926522994161	4.923430442810059	False
3	1200	9.745	11.8		226298.92	0.9752232403040507	0.01014354499908985	-0.26222413347459794	6.02874231338501	50958.02	0.9667946665850252	0.015385729331424184	-0.33312948326798925	6.65346622467041	True
3	1300	10.37	11.95		37069.344	0.9722406296849396	0.016991223880542614	-0.25266086814987976	7.450165271759033	50378.41	0.9678473679129892	0.011742434752491602	-0.31838355529993023	8.234198570251465	True
4	1400	10.19	11.76		36943.973	0.9711311353814753	0.02507501333468793	-0.25572142930832403	5.4757256507873535	55960.22	0.9682278787660188	0.01781986719313027	-0.23580715439023678	5.741632461547852	False
4	1500	9.722	11.61		36057.824	0.9789860122751481	0.007253586247750049	-0.22046678651098517	5.463388442993164	86192.87	0.9800505125931662	-0.0017326191790252915	-0.2694906811002217	5.854776382446289	False
4	1600	9.831	11.57		38526.742	0.9791469685445078	0.0005243114223892155	0.30468958314603634	4.738536357879639	64076.918	0.9771317653643762	-0.004884907738811019	0.1888836231591259	4.9701080322265625	False
4	1700	9.859	11.62		36225.926	0.9683343414901755	0.03304160283972364	-0.3811847649289092	6.272698402404785	49122.805	0.9653795938647736	0.025500297286366116	-0.34652451044292576	6.480201244354248	True
5	1800	10.16	11.73		165903.44	0.9834471017396998	-0.011188117354878195	0.4139711496202664	5.800175189971924	58087.047	0.9733187419018045	-0.001690547814519393	0.2994638583241625	6.618340015411377	False
5	1900	9.836	11.78		947728.94	0.9753491732093071	0.011110252216111043	-0.08384751170341044	8.040721893310547	68612.1	0.9668777154177822	0.0165213270129712	-0.22066447169075287	7.840091228485107	False
5	2000	9.203	11.69		56689.746	0.9837042002154177	-0.006293106496594651	0.36017477509654044	6.525100231170654	134462.77	0.9842652436661997	-0.013797267279058905	0.26464352451416834	7.366621971130371	False
6	2100	9.582	11.7		44450.12	0.9805324195882595	-0.004463773078041662	0.33276721416046995	6.5697102546691895	64091.605	0.9786529428033689	-0.0119504086614218	0.20453494163280453	7.416959285736084	False
6	2200	9.933	11.61		54204.117	0.9750144580044032	0.004583554625595289	0.2855043598985735	12.481112480163574	52573.918	0.9684051850432219	0.010002762636055212	0.13041952399407405	13.743577003479004	False
6	2300	9.816	11.43		33148.484	0.9763162208774381	0.009976184018386998	-0.33574367290373425	6.454602241516113	65865.03	0.977101088645601	-0.0009458598984545798	-0.35412777744265533	6.925078392028809	False
6	2400	9.553	11.73		28647.338	0.978509474916575	0.004623584563035184	-0.10853815904615621	6.293691635131836	71188.45	0.9789523655664039	-0.005097398800923333	-0.20662934466702498	6.976765155792236	False
7	2500	9.907	11.59		28021.639	0.978518793880366	0.006492513202218753	-0.24316274745490996	6.9669694900512695	81029.44	0.9796081328401954	-0.0037397057934724217	-0.3037113348087245	7.703910827636719	False
7	2600	9.842	11.58		253753.86	0.9739951111256104	0.01564118198653529	-0.26148719424968503	5.741192817687988	52360.832	0.9657746612908821	0.020584400962097498	-0.3282196793163648	6.273900508880615	False
7	2700	9.647	11.66		34515.777	0.9715191674537611	0.02408615542106052	-0.3198328212122635	9.872565269470215	51267.88	0.9672727071716356	0.017747584680678104	-0.36205822920211383	10.940472602844238	False
8	2800	9.589	11.72		30038.887	0.9708662053162198	0.023502399056250053	-0.3422989649948259	11.009167671203613	49285.95	0.9681090624728496	0.013153681368787867	-0.3681091990170949	12.137443542480469	False
8	2900	9.687	11.69		79168.54	0.9729589541293289	0.016231761393724203	-0.3298907249738241	8.470499992370605	45504.67	0.9653472776044707	0.021319521512703766	-0.36015020884386856	9.403997421264648	True
8	3000	10.2	11.82		38405.13	0.9697814619451505	0.027368289064232602	-0.3474521981286131	10.47214126586914	46745.742	0.9649535490313965	0.027146859143323127	-0.37040735375210254	11.562141418457031	False
8	3100	9.864	11.6		31968.855	0.96826594460483	0.033315225111646335	-0.36784261254686845	7.680295467376709	47380.605	0.9646612590916684	0.028060335768681093	-0.3684716490601916	8.362650871276855	False
9	3200	9.697	11.63		29164.402	0.9695635824024117	0.029087495260461154	-0.3557746273081794	5.983185768127441	54038.46	0.9697975745621237	0.015024463921813558	-0.3383726456339362	6.170007705688477	False
9	3300	9.376	11.8		32146.61	0.9665221957276093	0.03424312193503619	-0.3741831829065993	6.434201717376709	47357.496	0.964381595340332	0.024628100952153956	-0.3806893697797418	6.708211898803711	False
9	3400	9.803	11.93		31907.123	0.9689579187302575	0.028038657475506667	-0.3486665529325909	9.309715270996094	47657.457	0.9646633861835029	0.025958365154610155	-0.3800042314444406	10.291062355041504	False
10	3500	9.702	11.94		43443.734	0.9739720007798089	0.009458674904367114	0.12670677718099613	7.147492408752441	51639.72	0.9680292120431377	0.012373257120467085	-0.002903226898832445	7.995433330535889	False
10	3600	9.914	11.61		46376.566	0.9689688039937262	0.03318608793198025	-0.34365148131506007	5.964273929595947	53729.004	0.9684108865995599	0.01813712452387039	-0.33838095499436605	6.169556617736816	False
10	3700	9.802	11.47		39013.25	0.9695500997989794	0.02932732409683655	-0.2762270679753493	6.410674571990967	48445.996	0.9658040863471187	0.022873974922914233	-0.31629596013278266	7.0654706954956055	False
10	3800	9.548	11.64		27603.576	0.967605550015463	0.03586434510600782	-0.37574209319161084	6.244767665863037	53345.3	0.9680423212438065	0.02053476221227713	-0.3612242363048461	6.621802806854248	False
11	3900	9.705	11.57		40371.88	0.9776809188819852	-0.003612035305082095	0.3633675163634551	7.396700859069824	56215.625	0.9735831991043622	-0.00897175844328983	0.22134461774430164	8.446849822998047	False
11	4000	9.809	11.74		35079.293	0.9758162626254983	0.006595628281637313	0.22642266681084836	7.622930526733398	58792.523	0.9736049985094088	-0.0024376682137455985	0.03850494024053613	8.669785499572754	False
11	4100	9.573	11.71		33816.984	0.9689414680245637	0.03472168436296966	-0.3191735575639132	7.326676845550537	48438.57	0.9657984741196224	0.023553056225557516	-0.366792758123812	8.196414947509766	False
12	4200	9.611	11.5		30160.396	0.9746722424592229	0.010946677664710766	0.21857887307747215	7.718551158905029	56447.83	0.971776109727327	0.0012913135896077859	0.0393700197478018	8.727438926696777	False
12	4300	9.479	11.59		28107.643	0.9713927150001848	0.02288406455316085	-0.11729839159112902	6.854651927947998	49919.633	0.9671221092183983	0.01821197765321853	-0.22980462117063044	7.765867710113525	False
12	4400	9.694	11.82		21767.506	0.9724413064942551	0.020852845531990884	-0.13783213511178072	5.613474369049072	53989.95	0.9708044773521967	0.008384115255184241	-0.23733759914922423	6.256671905517578	False
12	4500	9.841	11.57		21145.367	0.9675125075361529	0.03702345348388547	-0.3161796380761896	6.193562030792236	50145.42	0.9656911478639518	0.023809827006932724	-0.3581836593618471	6.766943454742432	False
13	4600	9.699	11.58		19412.01	0.9688647936783377	0.03245590968281751	-0.23366635061092736	5.575387001037598	48622.164	0.9670098886783455	0.019256137437617806	-0.3097683178956487	6.068617820739746	False
13	4700	9.815	11.54		18615.475	0.9668057532363856	0.03905334181155808	-0.2677192914050432	5.7317118644714355	50217.28	0.9667289391474796	0.023198601409991346	-0.3289654917856621	6.089267253875732	False
13	4800	9.86	11.72		22209.387	0.9677925553878632	0.03633522254827285	-0.3177829138811238	5.7578654289245605	55614.418	0.9691858778072828	0.020332879622429103	-0.34882885573988404	6.1603851318359375	False
14	4900	9.496	11.62		39681.78	0.9673422123572886	0.03740038724925322	-0.2392918515402063	5.7866106033325195	51882.426	0.9685589522271358	0.02031571944034352	-0.3059822197534205	6.146965980529785	False
14	5000	9.783	11.91		33232.67	0.9650426058830116	0.039947308557686204	-0.3247913229963716	8.878296852111816	49597.684	0.9665959691341128	0.02348973690931777	-0.3472720931870898	8.686515808105469	False
14	5100	9.812	11.73		50280.78	0.9758310352493496	0.01628376350570126	-0.24111437319179518	5.574694633483887	76867.58	0.9774921107147065	0.004824982012484233	-0.2957167933713122	5.806910991668701	False
14	5200	9.791	11.47		39041.2	0.9720590390574997	0.02312479705370875	-0.057393335507516574	7.41292667388916	56067.066	0.9712750088049731	0.010296679398937098	-0.16754572400816123	8.267318725585938	False
15	5300	9.773	11.59		20967.242	0.9688574020409464	0.03677550679499508	-0.1898981235192136	7.25308084487915	49882.258	0.9677419653853284	0.020536181175547022	-0.2509812678693459	8.126951217651367	False
15	5400	9.81	11.63		22505.332	0.9671956551644921	0.033755652931904655	-0.16619904379068143	5.8095784187316895	49785.97	0.9675264616855922	0.019949910176976397	-0.2194985240309303	6.009380340576172	False
15	5500	9.765	11.74		29004.14	0.9643723715362015	0.04363748425512484	-0.2580576188041677	5.640458106994629	48271.5	0.9654379066953358	0.027313163451094444	-0.28863697709974806	6.015097618103027	False
16	5600	9.838	11.59		25026.19	0.9723196991505128	0.02287208326030288	0.1528583114026939	7.342976093292236	54174.348	0.9711624223172587	0.010111298812175241	-0.004281242515736536	8.195241928100586	False
16	5700	9.686	11.61		18673.814	0.9674326033656141	0.03530763205396856	-0.33669089190937773	6.38771390914917	61575.336	0.970428018045947	0.017381183438623958	-0.36916326996601767	6.815333843231201	False
16	5800	9.492	11.57		27814.354	0.9685427896291711	0.031884794714599145	-0.10973998365846943	5.212399959564209	53127.984	0.9714166491561378	0.015439151118272333	-0.16819407311053455	5.4990434646606445	False
17	5900	9.906	11.58		26008.627	0.9637093692357034	0.04694469418701671	-0.2885692626515127	5.696651458740234	47459.336	0.9659374333098832	0.0291112407089	-0.3085386581302516	6.074146270751953	False
17	6000	9.778	11.44		26211.781	0.9618464194371917	0.05183301149011668	-0.3439764017352722	5.836018085479736	51599.65	0.9663165092662133	0.032157310859334626	-0.29034458322317813	5.943552494049072	False
17	6100	9.632	12.06		18336.209	0.9614514346900311	0.05061142161704721	-0.36933090444000766	6.4503936767578125	46461.22	0.9638017079183445	0.03313698149904427	-0.363169099591124	6.892566680908203	False
17	6200	9.934	11.68		18463.555	0.9649267435197622	0.0495894878697074	-0.1602098795502832	5.978512763977051	52078.1	0.9674034687782448	0.03183020803230799	-0.12313960615835906	6.432510852813721	False
18	6300	9.762	11.45		20265.867	0.9627165986436451	0.05105475010922453	-0.18947918740115227	5.414985656738281	50307.066	inf	0.030925066664924616	-0.2059280415279643	5.781432628631592	False