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	17.01	27.5		97140.71	inf	-0.0021423224247751694	-0.2402474390524673	217.4518585205078	43608.297	inf	-0.002095362602087375	-0.3583308405704329	215.70587158203125	True
1	100	39.32	10.9		7977.087	0.9849348645186059	0.05545864423158587	-0.38451427331830523	22.117473602294922	6804.7935	0.9871455509451759	0.04675983335733899	-0.4439765680708392	22.234596252441406	True
2	200	29.26	10.86		6875.556	0.9812161029990611	0.06417461077002833	-0.3797794034319739	18.541608810424805	6224.1836	0.9835623722750105	0.05534105070239334	-0.4277428161885344	18.599824905395508	True
3	300	29.22	10.92		6504.0977	0.9803236836166329	0.06721044126466524	-0.3663747317146208	17.009300231933594	6598.3486	0.98333830322316	0.05661234780271626	-0.4237208990938302	17.038969039916992	False
4	400	28.68	10.93		6104.48	0.9781519165223711	0.07200618678146435	-0.37412378729697865	12.660696029663086	6028.243	0.9819332566242768	0.05737993725029143	-0.443959643501589	12.602251052856445	True
5	500	29.31	10.66		6252.6333	0.978763815418246	0.06691175607922406	-0.35453849306348056	12.971299171447754	6076.1865	0.9827690397545231	0.051392583116486666	-0.4371545429288309	12.918172836303711	False
6	600	28.61	10.69		5566.4805	0.9731205916657669	0.08524268294928157	-0.3193549782105658	10.098896026611328	5914.8228	0.9788468621307077	0.06318508486002401	-0.4305773003600434	9.936236381530762	True
7	700	29.43	10.7		5183.9204	0.9711788991655897	0.0950998211918363	0.32559115887464785	9.503833770751953	5987.6655	0.978236472497167	0.068352412114902	0.32183102774720057	9.299100875854492	False
8	800	28.75	10.67		5190.46	0.9698563122260211	0.09409817719918034	0.34659414021209617	10.021170616149902	6708.7065	0.9795414373582678	0.05966201182621458	0.35505838727230676	9.841737747192383	False
9	900	28.68	10.73		5107.461	0.9704361484465824	0.09546316747159016	0.3784207866309692	8.991337776184082	6197.0464	0.9793345946444911	0.06358936491605242	0.39541330445006456	8.737991333007812	False
10	1000	28.73	10.78		4459.835	0.9677053487791365	0.10363570960146079	0.36940254556134194	8.79953384399414	6463.218	0.9786743525810744	0.06639695955846767	0.38634656915720467	8.544466018676758	False
11	1100	28.7	10.91		4883.633	0.9667657248003345	0.10100275233811448	0.37775632012080573	8.274847030639648	7076.0425	0.97836695295639	0.06112036934635595	0.3856980653293707	8.01636028289795	False
12	1200	28.64	10.78		4554.701	0.9690114832385933	0.08952050691454065	0.37810583221888266	8.40392017364502	5963.268	0.9794177995228813	0.05446898846644399	0.3789305759372566	8.161041259765625	True
13	1300	29.07	10.61		4101.2075	0.9603379493137788	0.1209796391227279	0.3824731441061526	8.158607482910156	6446.128	0.9757802568544371	0.06900350751965992	0.39445977581685654	7.882615089416504	False
14	1400	28.77	10.71		4448.164	0.9649189990140451	0.11671592166543007	0.3816943129729815	8.365194320678711	5940.528	0.9783843483668463	0.06788227093208413	0.38477680155469585	8.131136894226074	True
15	1500	29.06	10.71		4191.5767	0.9591171622490556	0.12563230957407304	0.3838149982852692	8.048429489135742	6172.9917	0.9753187035171664	0.07110690643382925	0.3915121735477638	7.767016410827637	False
16	1600	28.67	10.58		3937.5386	0.960331567402556	0.11292526156019041	0.3855235962800365	7.996697425842285	5762.6025	0.9754108102340123	0.06696856486432697	0.398795338251825	7.68266487121582	True
17	1700	29.58	10.65		3663.081	0.9551710137048398	0.13445251786835688	0.38557597637003294	7.978217124938965	6203.994	0.9748032575843649	0.07278430956584969	0.396702171563991	7.665615081787109	False
18	1800	29.0	10.57		3725.8853	0.9572970307585462	0.13601542092296998	0.3899404775292618	8.00588607788086	5919.3516	0.9763535632542429	0.0732880937611321	0.4037226598839235	7.702685356140137	False
20	1900	28.68	10.72		3518.166	0.9531406829944509	0.1416099932265195	0.3849796949276258	8.032072067260742	6139.681	0.9738999391468086	0.07558885092301078	0.39555655085245467	7.715661525726318	False
21	2000	28.83	10.58		3455.145	0.9480347236862186	0.15048370899986455	0.39064211788847186	7.946141719818115	5801.662	0.9720864264009591	0.07737129514831743	0.40349045970326325	7.605008125305176	False
22	2100	28.95	10.6		3627.4592	0.9524429694025665	0.14912212858699264	0.3901321988893924	7.978846073150635	6282.8257	0.9745540848310507	0.0742419466275179	0.41454784199687117	7.605146884918213	False
23	2200	28.75	10.73		3376.0686	0.9508387928295605	0.149157716920617	0.39556382573200355	7.888047218322754	5888.71	0.9737544329377834	0.07800662187766584	0.4253748738586244	7.443892478942871	False
24	2300	28.82	10.61		3577.8994	0.9473134324633494	0.16041733522961488	0.3992932660962047	7.896006107330322	6572.5513	0.9734006679572934	0.07666628325780375	0.42245920349082794	7.45973014831543	False
25	2400	28.95	10.63		3452.0444	0.9481735559490834	0.15626949798270603	0.3958742443502941	7.922525405883789	6528.7505	0.9745384326373566	0.06937614411772093	0.4141860966576089	7.5790815353393555	False
26	2500	28.86	10.58		3511.6487	0.9357710757839863	0.17465136543962803	0.39784954144071843	7.867513179779053	6011.5127	0.9694205335182906	0.08080660533014793	0.42513036156595035	7.428314208984375	False