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	17.76	26.18		54987.465	0.9922157954415751	0.006326509704561592	0.3084337163627025	158.0160675048828	24687.203	0.9944243166968132	0.002933444336254965	0.3754397057093937	158.53880310058594	True
0	100	29.42	15.32		11558.059	0.9868571658070335	0.03566735877497533	0.28694255868389096	20.42318344116211	6554.5713	0.9894187508093131	0.030734851979956873	0.3563098996706958	19.71283721923828	True
1	200	28.4	15.37		8078.877	0.983795774501158	0.05773376897119812	-0.28057604380825474	19.071422576904297	5275.7236	0.9862493931088414	0.04788574302708607	-0.3540958084781753	18.39527702331543	True
2	300	29.4	15.08		7031.66	0.9807579628999558	0.07069017242668542	-0.3002686815326491	16.95771598815918	5172.4307	0.9838702439556531	0.05680457647660479	-0.3772752768723397	16.29926300048828	True
2	400	29.27	15.22		6340.658	0.9765335919592163	0.08213461522297978	-0.3133358492391095	10.518932342529297	5169.8716	0.9813878225383122	0.06278469725982697	-0.4046714159317339	10.013251304626465	True
3	500	29.22	15.33		6294.488	0.9731888593874052	0.07954281920318326	0.17659738771674827	9.36905288696289	5287.216	0.9796933142526748	0.056464262139006786	0.2279303774060505	8.83826732635498	True
4	600	29.15	15.42		6530.9795	0.974165331358817	0.0815177991383011	0.20900569643112754	10.584562301635742	5521.0635	0.9803078738107005	0.05764151088242023	0.26918104264596954	9.99962043762207	False
5	700	28.68	15.33		5387.994	0.9674287893427843	0.09342550013794404	0.3172116419880148	8.742426872253418	4985.4565	0.9761418796286494	0.06918968232442656	0.3853874947425117	8.167621612548828	True
5	800	29.24	15.18		5436.2007	0.9693988327865225	0.09685983931396676	0.28557415153452065	8.685914993286133	5165.8823	0.9779385246978568	0.07086601305546154	0.36215351950875924	8.066269874572754	False
6	900	29.04	15.58		9582.135	0.9746231910585493	0.06642334524539159	0.3279809423803348	9.31564998626709	8146.511	0.9805015944567718	0.050095788151060354	0.39736302597736034	8.657922744750977	False
7	1000	28.91	15.53		5223.9927	0.9690422751904051	0.1027189719969091	0.3015277063062151	8.692090034484863	5275.435	0.9786898101446422	0.07285355307546625	0.3806143230329263	7.992823123931885	False
8	1100	28.79	15.52		4869.2344	0.9619828070012848	0.10342010809415049	0.3188068495735561	8.687607765197754	4832.915	0.9736209316637239	0.07493746745737709	0.3903414704530124	7.956927299499512	True
8	1200	30.06	15.65		5050.507	0.9619057491512478	0.10587600035885696	0.3133378419806317	8.603385925292969	5430.112	0.9743906080470401	0.07425794922965852	0.3880215967974863	7.880776882171631	False
9	1300	28.97	15.53		5528.667	0.9595043592737936	0.10684121191660684	0.31604339966570594	8.342817306518555	5815.59	0.9738443043829955	0.07067227811522794	0.3903692820960019	7.60008430480957	False
10	1400	28.68	15.23		4699.76	0.9597303620435856	0.12194506011880826	0.3288618201078787	8.237445831298828	5313.026	0.9740618042269448	0.08233952569587437	0.399688466791427	7.465322971343994	False
11	1500	28.92	15.5		4581.71	0.9530655363902384	0.11338018271982306	0.33824090049089217	8.155179023742676	5135.3843	0.9711385708240683	0.0752821641616579	0.41442127691954983	7.318517208099365	False
11	1600	28.94	15.67		4403.287	0.9553212768816383	0.13015938198956423	0.3429237426675398	8.129908561706543	5271.6665	0.9734166444369684	0.0831168885059788	0.4158795604908356	7.305530071258545	False
12	1700	28.85	15.26		4351.3784	0.9554785912061019	0.13081466937014288	0.3480307156585587	8.07923698425293	5293.728	0.9735902517007388	0.08271372710015247	0.4224925247174089	7.229374408721924	False
13	1800	28.91	15.36		4232.1895	0.9501193188611011	0.13321502767240126	0.35906247819744425	8.089385986328125	4983.585	0.9711646849935579	0.0800293038395003	0.4318576579563138	7.201292514801025	False
14	1900	28.96	15.06		4173.5503	0.9479133644092171	0.12505604382874325	0.37056856432048585	8.000737190246582	4985.737	0.9702906578736925	0.07649620333883764	0.44050167702948667	7.176007270812988	False
14	2000	28.9	15.16		3841.3374	0.9459219992902217	0.1514129265269883	0.3803267778163294	7.957673072814941	5107.684	0.9704700504401595	0.08901969149662053	0.45108795097881205	7.056318759918213	False
15	2100	28.97	15.5		4102.003	0.9472997441381149	0.14925621724596114	0.38947012667684655	7.863161087036133	4931.4736	0.9698013713094348	0.09165974751776942	0.4600929412755256	7.031721115112305	False
16	2200	28.97	15.08		4249.0356	0.9426564570953145	0.15566092367720985	0.40065704689572634	7.810280799865723	4897.6094	0.9688768384940136	0.08997144685480538	0.46798093476130526	6.987133979797363	True
17	2300	29.25	15.52		4455.613	0.9534695235490482	0.12997214944366978	0.3985064616778749	8.589007377624512	5145.459	0.9755756271686089	0.06997502336888099	0.46628978444074587	7.916510105133057	False
17	2400	29.0	15.4		4103.54	0.9494693048931817	0.13904400195564517	0.400760225279432	8.149404525756836	4914.56	0.9732615293401212	0.07624977183792561	0.46654452980013106	7.391844749450684	False
18	2500	28.81	15.49		4092.3953	0.9402143784782201	0.1666987501343137	0.3949208300923705	7.809129238128662	4902.402	0.968892005775734	0.09453296175913317	0.4637390034949563	6.910159111022949	True
19	2600	31.31	15.24		4003.2944	0.9390763655270534	0.16748529544396795	0.4134440937005922	7.720705986022949	4971.0864	0.9701546595857188	0.08626891701457083	0.48049078011364094	6.895881175994873	False
20	2700	29.06	15.47		3584.2842	0.9329330003322979	0.17917604373194765	0.4110574998359899	7.721198558807373	4955.379	0.9680511195202094	0.09079973845484557	0.47600526316560793	6.843161582946777	False
20	2800	28.78	15.54		3751.2524	0.9284863309871071	0.178853903270061	0.4197123911305241	7.619284629821777	5393.616	0.9668795403881203	0.08973329553029441	0.4865651762021395	6.71720027923584	False
21	2900	28.67	15.53		3539.9744	0.9301845080027794	0.18654079135830323	0.42862366985507494	7.530841827392578	5161.566	0.9686419831556965	0.09212906795859122	0.4951291077063974	6.650667190551758	False
22	3000	28.72	15.39		3472.4365	0.9213361225704303	0.20074976922293694	0.4291829799200453	7.5131964683532715	4948.706	0.963180943215307	0.10411385763830094	0.4916239531253076	6.655208587646484	False
22	3100	28.65	15.28		3756.431	0.9379686645097538	0.1838603592931234	0.4351149579559638	7.523812770843506	5319.536	0.9703380664509565	0.09145438169814119	0.5041828233499368	6.634260654449463	False
23	3200	28.85	15.26		3655.059	0.9164237917774939	0.2074395677982392	0.43244017830987774	7.488516807556152	5122.7964	0.9642440664032546	0.098392589893148	0.502584317862325	6.549307346343994	False
24	3300	28.8	15.17		4108.581	0.9343517754261931	0.17942309238382104	0.4329406089066169	7.59070348739624	5640.5127	0.9704058601925757	0.08171524005096532	0.4972667634908736	6.740601062774658	False
25	3400	28.9	15.47		3466.9995	0.9374213413930124	0.19461547229820922	0.4400929559289554	7.804450511932373	5270.138	0.9722094690466185	0.08967628714967285	0.506677156350075	6.966567039489746	False
25	3500	28.94	15.54		3387.251	0.9056812539936512	0.22488198828656206	0.44820407901582854	7.588898658752441	5090.6704	0.9618122274449733	0.09934535191765263	0.5211645449104352	6.6248931884765625	False
26	3600	28.88	15.37		3493.7446	0.9029091382016304	0.2250086044741048	0.4482312840654558	7.362523078918457	5327.0312	0.9601166553536687	0.10302798198582612	0.5166717350295732	6.435329437255859	False
27	3700	28.76	15.77		3063.2795	0.9035868866392753	0.23189134711027792	0.44632495845793047	7.359357833862305	5169.699	0.9633273781162447	0.09784848772323504	0.5105396081627882	6.45967435836792	False
28	3800	28.72	15.49		3163.9607	0.895409184057065	0.2509656989674422	0.4539971020731306	7.336615085601807	4919.282	0.9618310023059566	0.1011383286717386	0.5187175203359409	6.447027683258057	True
28	3900	30.74	15.15		3339.0195	0.9160581879306109	0.2153880913155348	0.4333598394941095	7.72619104385376	4755.796	0.9648278023650516	0.09408818749503742	0.4821422484896313	6.9522271156311035	True
29	4000	29.43	15.48		3423.3667	0.8970928027866578	0.2406870398014622	0.44866874569039233	7.39038610458374	5249.5415	0.9619351879703208	0.09526937832261262	0.5188368428539607	6.446927547454834	False
30	4100	28.92	15.04		3021.8442	0.9279299489407745	0.24295449767855665	0.45580281011536256	7.5270280838012695	5036.1475	0.9734854234313536	0.09301935611721171	0.5178458516545014	6.7244343757629395	False
31	4200	28.96	15.0		2862.4316	0.9016110655858833	0.26048349560521505	0.4588109605055241	7.255963325500488	4944.1514	0.9660894842857806	0.09663744711949658	0.5227876187937567	6.353737831115723	False
31	4300	28.99	15.18		3125.0527	0.9006748364672005	0.2572870467965282	0.4568316359135	7.333454608917236	5159.3345	0.9665359121542763	0.09145051630623753	0.5197022862601306	6.446735382080078	False
32	4400	28.86	15.01		2992.858	0.8829082931301553	0.2729845145461273	0.4571406959511383	7.266638278961182	5142.076	0.9618973873195279	0.098672556450169	0.5168189873587397	6.392467021942139	False
33	4500	28.97	15.53		3176.7273	0.8990526639475467	0.27324685161693757	0.45975891939320723	7.389520645141602	5011.3276	0.9661943595377557	0.09819622731287174	0.5334522521179893	6.485050678253174	False
34	4600	29.02	15.49		2891.4092	0.9115840325533227	0.2573995102728236	0.46152581038140733	7.242716312408447	5285.478	0.9684159519255543	0.09247126700069015	0.5277513260010188	6.316263675689697	False
34	4700	28.94	15.49		2720.1333	0.8743484062826323	0.2995481619353489	0.46991681240763633	7.503895282745361	5183.7925	0.9622882853598742	0.1037152540539079	0.5330427639820188	6.6361403465271	False
35	4800	28.98	15.27		2760.8013	0.9038483780802853	0.28832230548252813	0.4651372349992794	7.553747653961182	5200.8677	0.9707296801486288	0.09178594442777002	0.5318859930688887	6.681829452514648	False
36	4900	28.97	15.46		2549.2468	0.883463443369176	0.3027656871385374	0.467015088750352	7.22611141204834	5139.093	0.9671858265084476	0.09116461795650714	0.5307166793771119	6.321476459503174	False
37	5000	28.8	15.29		2673.904	0.8586855291022506	0.3262642007796854	0.47677730775372434	7.136494159698486	5286.397	0.9627840151243108	0.09658485283632343	0.5401764434785791	6.2393951416015625	False
37	5100	28.74	15.22		2631.8877	0.8673219431874555	0.32805477527519594	0.4782838289091568	7.117208957672119	5282.8555	0.9654023068659716	0.09654419898920569	0.5444986497016732	6.207129955291748	False
38	5200	28.66	15.2		2683.795	0.8474604556488309	0.3385538642937683	0.4823053938907346	7.069047927856445	5938.4507	0.9618431146184506	0.09276267784597367	0.5455525070281525	6.167788028717041	False