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	18.13	927.7		2139530.8	0.9555976956223935	0.004076199881084696	0.15912822016349878	14.475811004638672	6243284.5	0.9682683313593143	-0.011751199159939805	0.38159985712670147	14.350335121154785	True
0	100	40.96	1.168e+03		136897.89	0.9345710463160756	0.05605641836159665	-0.15211708728941145	8.455084800720215	278372.38	0.9253290581479308	0.06266431527852317	-0.10567972093643954	14.153450965881348	True
0	200	41.81	1.029e+03		139588.61	0.92171235126118	0.0965730008055533	-0.08059851113617926	5.752734661102295	298058.5	0.9182814622439297	0.0928668754279606	-0.09999840740614047	9.815081596374512	False
0	300	29.56	745.3		147669.25	0.9121008360090886	0.10307842885829112	0.03690999415084203	6.05121374130249	348175.9	0.9205085285529719	0.08724306839060995	0.19344296234479483	10.146323204040527	False
1	400	39.17	783.1		151275.16	0.9002989345166102	0.12410144442521379	0.12493615289248916	7.178641319274902	349300.72	0.9091220652700035	0.10965052166170919	0.28617755532927436	11.963030815124512	False
1	500	30.14	780.1		157577.17	0.8854823817139132	0.1477692624987573	0.2502002934699162	5.4398016929626465	357177.94	0.8941672492666298	0.13161924183041726	0.440561308932258	7.817638874053955	False
1	600	29.93	754.6		142357.2	0.8756462503278016	0.16773722972669988	0.33677632072054453	5.0179572105407715	319096.3	0.8843865471996191	0.1511386591467016	0.5235496066912079	7.709486484527588	False
2	700	29.6	729.2		141680.39	0.8745295932341438	0.16710050744054877	0.4037976380826069	4.900324821472168	299100.34	0.8758853044639786	0.15275946759743125	0.6025838200332079	7.127784252166748	False
2	800	30.54	573.0		159138.52	0.8651778002853622	0.18503943820890204	0.4919228352522537	4.462549686431885	362821.06	0.8789272484896496	0.15963054032011761	0.6681542909721878	6.370810031890869	False
2	900	29.55	257.9		149191.94	0.8655364803682392	0.1826414431080731	0.48256249829908615	4.597807884216309	330743.03	0.8755808339586871	0.1581438744624713	0.6358170546805887	6.778265953063965	False
3	1000	31.96	799.9		151665.6	0.8603690651919811	0.19069830347266065	0.580461352231435	4.000607490539551	338764.47	0.873614188993159	0.16433049088131008	0.7313765302595174	5.441025733947754	False
3	1100	33.41	833.6		129484.484	0.861211256317259	0.20232729237542926	0.5791293070862897	4.001015663146973	283127.7	0.8712333508044224	0.175906014589347	0.7272134635532145	5.711925029754639	False
3	1200	32.52	816.9		149478.52	0.8502646784889518	0.21120719199878807	0.6772525756846102	3.1094465255737305	303949.38	0.8577186871757045	0.1848836896080142	0.7985291643028254	3.8506929874420166	False
4	1300	32.16	640.3		141397.95	0.8530113319819945	0.20945530279240754	0.6973641398130679	2.9549295902252197	310929.97	0.8647663815521357	0.1808454078338304	0.8096732254753588	3.5787665843963623	False
4	1400	29.99	527.6		144708.27	0.8437403181294069	0.22360437206095413	0.6965388467495498	3.0571908950805664	316466.5	0.85772531591594	0.1916680655622938	0.8140638192194747	3.151132106781006	False
4	1500	29.38	517.9		149945.17	0.8492344490802352	0.20733519146635943	0.7226424520705518	2.7162110805511475	305104.0	0.8569996114343611	0.18104977255881818	0.822349019036178	3.135077476501465	False
4	1600	30.01	577.8		135834.67	0.8461772033428366	0.22372404910882254	0.6972796572974174	3.1200602054595947	285602.0	0.8568515849126248	0.1921525668740684	0.8172966280640133	3.132322072982788	False
5	1700	29.7	507.6		149944.64	0.8399189992169465	0.22482712358348145	0.735895605602725	2.572438955307007	298503.6	0.8493251183859131	0.19354143832167126	0.8391135336117779	2.708284616470337	False
5	1800	30.79	585.7		143765.56	0.841189107326432	0.22966280952817858	0.7346362247376926	2.5926380157470703	314780.12	0.8573176612255385	0.192258688106771	0.8377055946781724	2.654153823852539	False
5	1900	29.88	671.3		164858.33	0.8398200261428552	0.22576727710472103	0.7457022751670251	3.7205302715301514	375406.28	0.8636855163689516	0.18340275957458937	0.8449613102273988	3.7650694847106934	False
6	2000	30.31	486.9		140106.66	0.8351667776896781	0.2403663669132549	0.7437730158878697	2.7555439472198486	317431.16	0.854906404957867	0.19857668802512937	0.8444207029192516	2.7243332862854004	False
6	2100	30.22	517.6		142087.98	0.834900704421985	0.24302151005313635	0.7488389349306491	2.4520795345306396	310071.6	0.8504931569343973	0.2037621142965336	0.8467148736802239	2.5645124912261963	False
6	2200	30.41	533.7		150246.5	0.8235654753319724	0.2540585383521565	0.7601750652737559	2.380845308303833	330098.72	0.8453856289078249	0.2100027231364337	0.8515557242640701	2.533832311630249	False
7	2300	30.41	522.1		153074.89	0.8260513274965744	0.25099348730849147	0.7680591066555266	2.315945625305176	313219.75	0.8409663832773264	0.21076512005489872	0.8585102741198977	2.4897491931915283	False
7	2400	29.68	254.0		148007.97	0.8235769888748721	0.25675983343472913	0.7654299641974065	2.429931640625	327934.8	0.8458972396539202	0.20933266021367264	0.8478954933637223	2.956085681915283	False
7	2500	32.72	870.5		142457.98	0.823122951522081	0.26461682926989816	0.772015855884144	2.7677595615386963	320047.06	0.8457827442091402	0.21616202389644026	0.8556672234864734	3.4743690490722656	False
8	2600	39.52	921.5		141841.47	0.8199381879157495	0.2675567688108467	0.763677857222169	2.339324474334717	300817.6	0.8383266988983137	0.22246926477428905	0.8523720786056717	2.5817437171936035	False
8	2700	35.63	296.2		144000.72	0.8189234507268403	0.2647355058544846	0.7742973299629823	2.325096607208252	318735.78	0.8431818183162105	0.2146597459767941	0.8586899755639236	2.6325600147247314	False
8	2800	29.28	453.1		156061.0	0.821367070523264	0.26274255418058146	0.7729865626213225	2.370173454284668	325123.72	0.840259075606298	0.2147837822072152	0.8606530744198341	2.3583903312683105	False
8	2900	29.36	422.0		157429.3	0.8253499063908146	0.26209974554691473	0.7795266636521846	2.186096668243408	371046.16	0.8555863243990802	0.21224703080378343	0.8668524708781679	2.2245090007781982	False
9	3000	30.06	423.8		139776.77	0.8151664740450765	0.2794151923907144	0.7801017600829655	2.2784335613250732	314353.38	0.8416887952483902	0.2240311024637076	0.8672960625372093	2.278142213821411	False
9	3100	29.06	232.4		145897.53	0.8147267646504911	0.27480622078968897	0.7775511614425029	3.223843812942505	313266.2	0.8387247009560574	0.22068986970412524	0.8693527918280712	3.5690228939056396	False
9	3200	29.88	310.3		145603.56	0.8250914761017996	0.263534510024364	0.7781349413317217	2.3082404136657715	320236.97	0.8498406746710429	0.2114711086853261	0.8657492058712137	2.6163198947906494	False
10	3300	28.89	112.8		154694.89	0.8174532862801108	0.27160640406133957	0.7904672817768824	2.726682424545288	314655.94	0.8376879419065536	0.22056210124844908	0.8685037548562913	3.531081199645996	False