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	11.59	23.96		214146.7	inf	0.0020323123674950544	0.03388809544921266	505.5946044921875	643360.56	0.9785346018453793	-0.007599532843363661	-0.10489347211395873	494.1012268066406	True
0	100	10.61	35.95		19018.574	0.962009157768527	0.04667526849205196	0.012735456447180962	4.756861686706543	29642.67	0.9578010839599875	0.05016532245027307	-0.1086666151764431	6.798962116241455	True
0	200	9.516	12.29		33965.7	0.9588938572753697	0.05827750455155056	0.10537147056169907	4.430197715759277	40850.84	0.9511261901073091	0.059881218320977446	0.01861709748619808	6.2631988525390625	False
1	300	11.39	11.52		19532.885	0.9413984900784034	0.08618499762939827	0.12812567247726991	4.479111194610596	36115.457	0.9470209975154674	0.07511198134997536	0.11494147262736469	6.353959560394287	False
1	400	10.01	11.52		19799.104	0.9319794698561639	0.11398773158279572	0.15189341049191873	4.351893424987793	34814.52	0.9373429517071553	0.10004754043382738	0.17964116920555126	5.927672386169434	False
1	500	9.657	11.89		23694.572	0.9365254901088463	0.09043338641052705	0.1882221211604218	4.351962566375732	50579.0	0.946400943196482	0.078308294040467	0.27583076252119804	6.0666093826293945	False
2	600	9.889	11.8		23805.572	0.9282471338179895	0.11013831028497204	0.2621582113035884	4.186858177185059	36279.1	0.9291279396030663	0.09892726151160346	0.36580359377554456	5.73592472076416	False
2	700	9.702	14.92		19989.062	0.9074473011749169	0.15731612994518832	0.34430930381172603	4.065149307250977	34272.867	0.9137334594339425	0.14319237214334293	0.45929782019763893	5.401240825653076	False
2	800	10.49	12.49		20262.18	0.9010354229095081	0.16497368242172702	0.4092014959703356	4.240128040313721	35097.51	0.908228391795914	0.14941787444159654	0.5367751532047079	5.824544906616211	False
3	900	9.76	11.56		20712.355	0.8962524039592996	0.17292028115242486	0.43107365736919834	3.7011547088623047	39033.934	0.9084582261913122	0.1514612523965327	0.5808932677667574	4.616270065307617	False
3	1000	9.385	13.06		20702.057	0.8935778955737259	0.18417433904895567	0.4977563489875777	3.823298454284668	35070.008	0.9028508413154641	0.1613391467831887	0.624625375488252	5.1740522384643555	False
3	1100	9.882	11.5		24277.4	0.9002860151401906	0.15527872103535437	0.5520445721282579	3.4856433868408203	50525.08	0.9166470592467042	0.1304574152378167	0.689288698756189	4.462827205657959	False
4	1200	10.56	11.92		19543.512	0.8877723723932888	0.20037629360402937	0.5915375397270694	2.9811160564422607	34994.97	0.8999419270406437	0.17491849758058997	0.7278904110462303	3.3270175457000732	False
4	1300	9.854	11.43		21179.447	0.8885189762881428	0.18714764601133435	0.6076119359925855	3.3733816146850586	33612.14	0.8956882683446781	0.16544815674959518	0.7389580251010694	3.287372589111328	False
5	1400	9.407	12.7		20215.256	0.8776078618192296	0.21638999056053734	0.6492979950678234	2.866827964782715	36389.76	0.892040330034556	0.18761469062365446	0.7686658116526728	3.0830228328704834	False
5	1500	10.4	11.34		20229.027	0.876769453849439	0.21487490350395572	0.6700445954972215	2.52237606048584	35436.41	0.890907234939227	0.18424548185386022	0.7774764271964407	2.599862813949585	False
5	1600	9.678	14.21		22266.55	0.8735031117814674	0.21762055234115435	0.6721309790041919	2.5853748321533203	35771.438	0.8859596284573572	0.18564739037752734	0.7771957566101927	2.578806161880493	False
6	1700	11.02	11.52		21301.256	0.8651311318656162	0.23227818210164142	0.6766261934517122	2.499270439147949	40100.953	0.884256463754716	0.1950931796242487	0.7862346387075706	2.3648104667663574	False
6	1800	10.34	11.54		21768.354	0.8722531810163024	0.2291370073125848	0.6893802759168117	2.456364870071411	40726.473	0.8919898933943322	0.19196929999707038	0.796586730015615	2.275178909301758	False
6	1900	9.984	11.65		20834.879	0.8636983063705639	0.23836832727846857	0.7067606577768064	2.313267946243286	35411.93	0.8805142575371375	0.19828572614641765	0.8049323972943571	2.2051470279693604	False
7	2000	9.952	22.43		21607.893	0.8599078420090205	0.24107877213049772	0.7204262831396742	2.2479794025421143	39679.676	0.8803641274065955	0.2010182385714396	0.811777247533708	2.119459629058838	False
7	2100	9.928	11.42		20591.127	0.857967940370819	0.25106709870909083	0.7277092191220168	2.5164074897766113	36166.67	0.8764398418022571	0.20876999212959468	0.8074638379253783	2.9437263011932373	False
7	2200	10.27	13.75		24137.25	0.8610818906989386	0.2383264980472373	0.7278908545511271	2.115180015563965	38436.574	0.8786674780151614	0.198065284052145	0.8168935540845023	1.9996393918991089	False
8	2300	10.3	12.74		21664.885	0.8542975749326112	0.2565859072936161	0.7391622786235355	2.0474612712860107	38488.156	0.8759152907895495	0.21050122263330712	0.8215571220496191	2.1008286476135254	False
8	2400	9.658	11.51		22210.295	0.8522564806818365	0.2545578747507682	0.740052791520986	1.9874413013458252	40422.387	0.8762724072257403	0.20411595368046573	0.8234632448504586	1.9483377933502197	False
9	2500	9.832	11.92		21465.025	0.8443757019793955	0.2688972187675498	0.7364040929952984	2.304537534713745	38719.83	0.8689073682482196	0.21738036193109042	0.8256133596669177	2.1858575344085693	False
9	2600	10.26	12.39		21336.906	0.8607537601153384	0.25295109805783417	0.7417207017469728	2.0453402996063232	39240.855	0.884383695676733	0.20140976472304453	0.828588495121129	1.8899827003479004	False
9	2700	9.69	16.76		22573.248	0.8443312698960731	0.2727411538752088	0.7574090360292552	1.8995935916900635	44426.61	0.8726670640255092	0.21945088757128958	0.8360326632240214	1.839127540588379	False
10	2800	9.97	11.87		22411.78	0.8483202861213135	0.26567675917222905	0.7587214684960002	2.0656027793884277	35516.73	0.8692587700439652	0.21469601458573054	0.8358700159695008	2.119044303894043	False