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	18.24	788.2		235921.08	0.9751673608395842	-0.0008010754058888598	0.07439884563915083	115.55552673339844	195694.0	0.9669272731142374	0.009035949856467863	0.10605780055162932	111.1442642211914	True
0	100	40.7	968.5		17187.79	0.957697845915918	0.07459298958094605	0.07253349439846152	4.539534091949463	29027.758	0.9563949833167232	0.0737338202546636	0.3638576326164912	6.403945446014404	True
0	200	38.03	927.3		17827.47	0.9465900276659727	0.09404207345959059	0.13706301177114757	4.360227108001709	31335.021	0.9476458373276905	0.08480573904370362	0.2711774604350891	6.000746250152588	False
1	300	39.28	448.8		19382.299	0.9366031524747478	0.10901003667963952	0.14898782307338995	4.442286014556885	35581.324	0.9413977015175267	0.09873544931334188	0.23463514907961816	6.235540390014648	False
1	400	29.37	679.3		24369.434	0.9383488426715308	0.08769635713052806	0.20106375824802714	4.343040943145752	36627.31	0.9377408117809095	0.07939966310569435	0.30269926687974297	6.040041446685791	False
1	500	30.83	40.62		22087.512	0.9242896789010361	0.1103220064589542	0.27399174826145517	4.234967231750488	43920.32	0.934670425650679	0.09500006779282814	0.41655798719081844	5.803417205810547	False
2	600	29.24	642.4		21686.914	0.9163232965526701	0.12691697642965136	0.3975001791005188	4.040348529815674	42575.055	0.9279681837402909	0.10779933315175154	0.5485807657111883	5.4736647605896	False
2	700	31.48	527.0		20508.168	0.8983726543105504	0.1650079058239085	0.4771086576234481	4.005335807800293	34647.15	0.9056665836876134	0.14915658504434678	0.6287340565721286	5.053934097290039	False
2	800	30.02	532.0		20011.428	0.9005455889611697	0.16362846866800598	0.4906978419488199	3.906388282775879	36961.49	0.9115939485958908	0.14387549981778536	0.6046479854496237	4.788617134094238	False
3	900	30.05	584.3		20192.68	0.8926378548075123	0.18173541179082683	0.5072211333403351	3.5953168869018555	34754.504	0.9019677101796191	0.16290186312129004	0.6411244696390985	4.694573402404785	False
3	1000	29.32	629.3		21455.588	0.887034288770497	0.18319411320352585	0.5660280069357776	3.5395822525024414	38920.598	0.9002760527579905	0.16077731812212592	0.7128539344616474	3.5342700481414795	False
3	1100	30.56	621.6		25608.691	0.8984961720779072	0.16456960115662922	0.621612761749359	3.03722882270813	35889.523	0.9013666685594763	0.14743234525909513	0.7434813118242308	3.0383894443511963	False
4	1200	32.63	43.47		21943.793	0.876746872857792	0.20673097319039088	0.6481156776619961	3.0132296085357666	38827.11	0.8902968175061088	0.18374043772692036	0.7652545989249936	2.900951385498047	False
4	1300	29.62	679.1		21808.059	0.8782162794058648	0.2082037411702154	0.6696024606581761	3.025103807449341	36158.934	0.8877897198298262	0.18499235648066933	0.7664835900701237	3.378002166748047	False
5	1400	32.6	684.1		24445.33	0.887320928013662	0.20183749337461498	0.6972800672883926	2.632110357284546	35360.016	0.8949595301591221	0.17660996226900055	0.7886761082541373	2.9167964458465576	False
5	1500	31.66	670.3		22626.975	0.8684655722319059	0.22235681661248222	0.706619484265983	2.209357976913452	37241.688	0.8795285637227084	0.19621236490970315	0.7960961150152728	2.2375547885894775	False
5	1600	32.5	544.3		20674.525	0.8613878093254395	0.246420178795241	0.7181347052017039	2.205350399017334	34439.48	0.875536090364396	0.21317273631887387	0.8050446279346468	2.277526617050171	False
6	1700	32.22	726.3		21165.98	0.8673530496318508	0.23133573375653504	0.7248069419100834	2.0857019424438477	37165.86	0.8827168044364446	0.19898813973148566	0.8115078420541518	2.101374864578247	False
6	1800	29.75	212.0		20779.969	0.8601647228972341	0.24543420284545586	0.7232010592430632	2.0991814136505127	34562.465	0.8751739487233764	0.20898963553472338	0.8092202221255507	2.140587091445923	False
6	1900	31.8	680.5		21373.625	0.8541945347693547	0.25007176958669	0.7446279044050241	2.02047061920166	39033.07	0.8747526467825254	0.2100241815987603	0.8238809840654587	2.086151123046875	False
7	2000	31.93	812.2		22218.05	0.856490171989662	0.24747797062264593	0.7491215078135606	1.936929702758789	36516.664	0.8742409855106907	0.20654373996557454	0.8310199220195219	1.8835192918777466	False
7	2100	40.09	871.8		22816.396	0.8538391728435577	0.2584899295338081	0.7489658987882841	1.9304291009902954	35007.055	0.8704635869542756	0.21760037181219738	0.8297372255341859	1.864572525024414	False
7	2200	35.86	668.1		20864.73	0.8527628224848677	0.263015450032766	0.7522312486282421	1.9720072746276855	42141.035	0.8765496453639897	0.21939861133569305	0.8323694881317434	1.901193380355835	False
8	2300	32.56	775.1		21746.684	0.8397688702267195	0.2783485249663436	0.7563028499029105	2.105862855911255	36061.38	0.8606552755736504	0.23289703220268942	0.8240983010092323	2.290208578109741	False
8	2400	40.46	882.1		20538.758	0.8422938780426641	0.2763349430050954	0.7628132447707057	1.9573785066604614	35358.29	0.8645372799294194	0.22635086324151202	0.8377457011766308	1.956488847732544	False
9	2500	38.61	589.0		21006.682	0.8446903084079042	0.26855986654365993	0.7583530501324538	1.8840198516845703	37886.285	0.8677222429170798	0.22044240220686576	0.8365284026316394	1.8165415525436401	False
9	2600	29.56	651.4		21917.951	0.8599226639031302	0.24817221474702836	0.7620475732577203	1.9645309448242188	43539.99	0.8848841598864403	0.2006505173149071	0.8352421841806925	2.024041175842285	False
9	2700	32.34	787.3		23101.465	0.8500809734526261	0.26727638069837156	0.7617759447069065	1.8633488416671753	34868.28	0.868296604324978	0.22016406607682004	0.8391407486076055	1.7965049743652344	False
10	2800	34.53	763.9		20820.484	0.832700874817661	0.28955930429594584	0.769827964319145	1.7967581748962402	36831.88	0.85964611358352	0.2347347936224131	0.8434204254680154	1.7574279308319092	False