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	21.51	89.56		180235.48	0.9693263475880929	0.007766116505945483	-0.04669105053626239	258.5476379394531	158511.98	0.9697532663672355	0.0052355256622767694	-0.005901585707505794	258.91424560546875	True
0	100	33.12	125.4		157743.34	0.9692404896920892	0.00646115607079328	-0.40166620798945246	37.96739959716797	146877.94	0.9694356176523042	0.004153986214228649	-0.3838289995106629	38.20183563232422	True
0	200	33.82	82.86		129194.13	0.9689146920209983	0.008493695000044326	0.18208405649768653	35.4812126159668	150973.38	0.9686945043921351	0.006708648928791567	0.15697167257252112	35.72513961791992	False
0	300	32.13	76.99		208130.08	0.964174276100528	0.025491598730586006	-0.4051894479936929	10.075584411621094	124899.734	0.9653300298366367	0.021443065045289932	-0.40009270814786346	10.32609748840332	True
0	400	31.34	63.31		219643.73	0.9800910123974227	-0.010843614140916676	0.39686063222315304	6.8079833984375	157278.12	0.9796816307446296	-0.012029668235650968	0.3704386970711821	7.136244773864746	False
0	500	30.16	62.83		78250.73	0.9793012552227777	-0.0018049178901568695	0.4069292979254652	16.696632385253906	328028.22	0.9782843385663439	-0.0001280476185743061	0.38635729063399527	17.13445472717285	False
1	600	39.1	64.14		542208.1	0.9722651411482969	0.0024561700075739234	0.3744865171901708	17.83000373840332	175687.72	0.9725687297639005	0.00032463006852517107	0.3377193838970043	18.1781005859375	False
1	700	30.29	62.92		295497.94	0.9725431817748781	0.001162224277820347	0.38885378622412664	24.054346084594727	162005.1	0.972849256593413	-0.0008405208173505924	0.3545893746924856	24.37017250061035	False
1	800	29.65	62.26		114130.92	0.9767416827206788	4.3570719788629326e-05	0.3874323438717054	19.236650466918945	552569.3	0.9756097036437616	0.0023926461937675302	0.3530853602856873	19.58740234375	False
1	900	29.81	61.47		336240.0	0.9741450453584038	-0.0030899116923187985	0.37368291286342575	12.295206069946289	166636.92	0.974356548769985	-0.004988251220620526	0.3325691729977264	12.627643585205078	False
1	1000	29.47	61.65		84802.266	0.962263546465347	0.03705613774653991	-0.363934833629105	5.675811767578125	145895.08	0.9629317403882094	0.03338289648027521	-0.3848519774801296	6.115028381347656	False
2	1100	29.24	62.8		62883.69	0.9756979351793124	0.005338988237103378	-0.2011109384454829	5.6167893409729	297820.6	0.9751252007597033	0.005518807127869167	-0.25492114271735805	5.996546745300293	False
2	1200	29.35	62.07		98836.35	0.9749339351642182	0.007684447367461534	-0.3118663546174422	5.685356616973877	682090.06	0.9743814027331046	0.007444715268597962	-0.34993081014181454	6.207916736602783	False
2	1300	29.52	62.26		49481.87	0.9629471087083482	0.029465418949259994	-0.35943134439798835	6.511045455932617	141726.14	0.9632918500147942	0.02785112390268278	-0.3841839350553462	7.101614952087402	False
2	1400	29.97	61.49		51801.434	0.9779398499136949	-0.001853196765918633	0.25114757124115195	7.272965908050537	264048.34	0.9771467428920856	-0.0002182856769748521	0.18412016543391405	7.607021808624268	False
2	1500	29.68	61.34		36545.395	0.9665460323073304	0.020414023412919285	-0.19868574393254138	4.873596668243408	142304.73	0.9673269901284318	0.015854445240101402	-0.2568255654493483	5.26667594909668	False
3	1600	29.39	61.94		1575154.8	inf	0.012436934498514182	0.40531323612819636	4.725684642791748	234830.02	inf	0.008611078792293428	0.3786479191925713	4.9975714683532715	False
3	1700	29.82	61.32		54291.02	0.9739252579952075	-0.005935092434789186	0.2579164885740959	8.360417366027832	179039.61	0.9732103432783884	-0.004120903060570682	0.2501066582691571	8.669394493103027	False
3	1800	29.72	61.68		62784.55	0.9672454940068285	0.0167907153398772	-0.36238243612095483	6.69991397857666	155585.48	0.9672395902079987	0.014100111505778655	-0.3620158539544575	6.99059534072876	False
3	1900	29.59	62.47		73905.266	0.964224250119248	0.031897535816642945	-0.4074094479751117	5.564506530761719	156142.5	0.9643188883791013	0.028959964715482883	-0.39882819245508067	5.875186920166016	False
3	2000	29.94	62.74		75870.31	0.9696170647344571	0.0034670011730796512	0.3627719813519119	13.169147491455078	154817.1	0.9696043926768196	0.0007657360858826078	0.32535278088867015	13.472576141357422	False
4	2100	29.93	64.79		157545.27	0.9716832466749831	0.006111947105677985	0.04728105942493372	5.03590202331543	156549.75	0.9721633996357211	0.0035567795302696476	-0.011619701585969125	5.373293876647949	False
4	2200	29.95	67.16		35639.125	0.9646748648944242	0.026407762587565334	-0.3841591191600057	6.092765808105469	166546.55	0.9651920648204242	0.023585099740029168	-0.39442112800952883	6.585085391998291	False
4	2300	30.82	61.82		40966.156	0.9675962175243742	0.0172472792547321	-0.19607374038763856	6.908814430236816	167636.69	0.9672864175596673	0.017008540714560334	-0.24264840411371544	7.2155842781066895	False
4	2400	29.62	64.71		51420.98	0.9749406831896379	0.007496650976770874	-0.04024879104916792	4.792553901672363	298125.62	0.974457245712647	0.008015897954888924	-0.10561030600332826	5.127257823944092	False
4	2500	30.34	69.52		57723.99	0.9776782405947088	-0.0030864661053200356	0.39168803150689013	5.897139072418213	320581.88	0.9769031784082041	-0.0013683161667736065	0.3586076602686499	6.197021484375	False
5	2600	29.36	64.17		256078.88	0.9715212080902091	0.0051011466501527354	0.33089329204829815	6.69430685043335	166997.97	0.972022943199528	0.0024292131091316334	0.3075236570554987	6.996360778808594	False
5	2700	30.39	61.76		38057.01	0.9699170150593017	0.004210715131349635	0.35302734465878616	4.797203063964844	173347.62	0.969704958148738	0.004559896530157948	0.33247090916668315	5.092693328857422	False
5	2800	29.36	61.19		38933.566	0.9714891424090808	0.007286713901603579	-0.142878119015055	5.6809234619140625	198922.08	0.9709852538312824	0.008557344092498106	-0.1809450418631676	5.971773147583008	False
5	2900	29.16	61.69		37769.348	0.9620926961121127	0.03906062440178026	-0.3583636493643832	5.341409206390381	152453.06	0.9624989213537258	0.03735417060396199	-0.35760698692886844	5.715168476104736	False
5	3000	29.62	62.77		45847.902	0.9688004213797887	0.005695922872569426	0.4083822835685283	7.2738261222839355	155882.36	0.9688874581428376	0.0033936443861205885	0.3761308123021595	7.566885948181152	False
6	3100	29.03	61.43		79926.086	0.9714198720824829	0.004707380616827201	0.35273726393575894	7.079949855804443	157507.72	0.9719133797737061	0.0020882975289611347	0.3009020888887455	7.378637790679932	False
6	3200	29.33	61.51		39765.75	0.96759346594307	0.012661176090544752	0.14639607518167913	4.9737162590026855	157585.55	0.9678257825178823	0.009618743641966703	0.0819789349888194	5.279994964599609	False
6	3300	29.39	61.35		65360.504	0.964654371476503	0.02671113146213114	-0.367603889380509	6.487037181854248	173973.44	0.9647828355428432	0.024992553900302736	-0.3830527733308481	6.9547600746154785	False
6	3400	29.01	64.52		49616.008	0.9726119108445709	0.006928282395263048	0.234201157629952	4.197172164916992	197332.73	0.9722584712079941	0.0074099985794422694	0.16972484230575188	4.52763557434082	False
6	3500	29.58	66.26		76772.83	0.9778232195320046	0.001747679828684282	0.34987548533803337	4.280083179473877	372080.0	0.9772627862544555	0.002747936598840656	0.3149307660450842	4.627636432647705	False
7	3600	30.07	61.3		67377.805	0.9704443814553528	0.0053591532919086025	0.3447461586674432	5.834150314331055	156599.42	0.9709172957031539	0.002693428793185826	0.2953657302772128	6.151762962341309	False
7	3700	29.19	64.47		60141.316	0.967405050386516	0.017421325196559215	-0.27254722452345453	5.210374355316162	145896.83	0.9684085740826266	0.013694781736832381	-0.31423706897624043	5.5448455810546875	False
7	3800	29.66	61.29		52572.918	0.9728355337376337	0.014162068790557772	-0.39413708226201233	7.183821201324463	281263.56	0.9724437605207477	0.014505230943220855	-0.4064211092850413	7.724560260772705	False
7	3900	29.34	61.52		100404.11	0.9681424113868525	0.020828662324876103	-0.19354543795740445	21.199556350708008	131468.97	0.9689439785038473	0.018628335673992073	-0.22092250767403646	21.78370475769043	False
7	4000	29.17	61.72		45840.344	0.966986109853138	0.01595212156342096	0.25666867326188064	6.2173614501953125	145707.2	0.9672794822297206	0.013213570628155816	0.1952411258592672	6.544808387756348	False
8	4100	29.17	61.79		50514.71	0.9752317438895952	-0.008114717749099469	0.39418580798912195	4.712697505950928	156456.58	0.9750962226146982	-0.010357348017343938	0.3622819018554695	5.0727410316467285	False
8	4200	29.33	61.88		39976.75	0.9694607466343439	0.014941253006010475	0.3359005513544911	4.9615068435668945	164927.3	0.9694065895357684	0.014560424789717	0.28035839212636954	5.298105716705322	False
8	4300	29.51	61.55		39823.395	0.9694399613631718	0.015359037847625495	0.3474585180148953	4.529662609100342	157104.72	0.9696283063343804	0.012015509953206464	0.2963103509607736	4.869211196899414	False
8	4400	29.46	61.54		39128.22	0.9690280291243443	0.005445140329808812	0.36066101775554266	7.7608513832092285	154225.28	0.9690847474270878	0.002067409502203718	0.3149637366194433	8.088220596313477	False
8	4500	29.33	61.19		33269.312	0.9609648780917205	0.04188908759941114	-0.32397337279467187	5.611924648284912	148476.22	0.9616799493534285	0.03918321918999801	-0.35553862941043696	6.114466667175293	False
9	4600	29.04	61.25		60741.2	0.9785876512179785	-0.0015327352892895473	0.3918891066107509	6.428171634674072	143514.98	0.9789823439758566	-0.0038632305100157896	0.3640046751619683	6.665799140930176	False
9	4700	29.47	61.33		34943.387	0.970258862568356	0.013286052397785006	0.29237315672940334	4.142232894897461	165697.64	0.9700593052107965	0.013900986331261633	0.24097553606335434	4.462617874145508	False
9	4800	29.3	61.3		51342.473	0.9662345784089156	0.022555430539407575	0.07917200816912146	4.334231853485107	132552.61	0.9674701290008841	0.019051353403281276	0.018172199293648394	4.685314655303955	False
9	4900	29.46	61.4		137323.84	0.9683932524928247	0.017657596487255237	0.3065486745604972	5.576287269592285	148713.17	0.969308080761779	0.01405061404116119	0.25687032668248133	5.90338134765625	False
9	5000	29.32	61.62		417149.1	0.9709778045578221	0.009406270511388606	0.37175995778827037	5.040600299835205	169489.55	0.9713210514026198	0.00683815269305173	0.3417785963253461	5.399150848388672	False
9	5100	29.44	66.02		32978.6	0.971269237780117	0.006316475131729298	0.31800118505438907	10.771156311035156	176631.78	0.9709392298032623	0.006849976505906443	0.25804208407660223	11.076105117797852	False
10	5200	30.09	65.17		36141.24	0.9641440627451638	0.031031770925514197	-0.3561806466108011	5.105808734893799	167279.05	0.9643114283634806	0.029367792961058823	-0.38656178583819184	5.512735366821289	False