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	16.88	62.13		60376.92	0.9511768395278515	-0.008114292072330557	0.04861062260136036	129.3813934326172	58564.582	0.9479780425200546	-0.007614402405134224	0.06770844252164183	123.37101745605469	True
0	100	29.19	46.7		5087.514	0.9286639372629856	0.03833147132688792	-0.005098020306224207	12.070384979248047	5247.5825	0.9246104635194957	0.0384345465221067	0.010729521679159647	12.793580055236816	True
0	200	29.13	79.16		4868.663	0.930562394733357	0.0318940351798081	-0.03664301121707183	6.944643974304199	5273.124	0.9275321991108914	0.029092195201228768	-0.026390530512436457	6.681025505065918	True
0	300	29.15	186.9		5474.2266	0.9366560207460951	0.03383738389015581	-0.0063293433113647424	6.966033458709717	6172.5205	0.9335563551562865	0.03290456951378808	0.008705227778803906	6.748776435852051	False
1	400	35.96	208.8		4478.087	0.9275499496903478	0.039874398489934786	0.03472532330257524	6.83351993560791	5211.2935	0.9238701092634759	0.03962592426492873	0.05836062126008926	6.434519290924072	True
1	500	29.2	305.6		5077.98	0.934567756987974	0.03404624894290023	0.02536072589685659	7.535027503967285	5620.7275	0.9320196605272267	0.03312506440186608	0.03393494138906218	7.526150226593018	False
1	600	29.26	127.2		4356.7603	0.9271965581015645	0.04146877784261525	0.01130014790759398	7.186166763305664	5142.9595	0.9234750034212741	0.04046231839925377	0.04210093386789279	7.088876724243164	True
2	700	29.18	279.2		4100.789	0.9233176319111247	0.054476822289639085	0.10375524757482354	6.7934465408325195	4909.397	0.9197105428582515	0.05338343983271911	0.15693557964441318	6.46989107131958	True
2	800	30.03	41.97		4417.694	0.9277448246266492	0.045715756221454046	0.0030000700708742	8.836495399475098	5188.1997	0.9237672667995345	0.04532811397145997	0.035623902712845476	9.142005920410156	False
2	900	28.8	45.84		3865.1016	0.919120734363802	0.06582526316331373	-0.0125588653832014	7.314388751983643	4718.7017	0.9153971377913709	0.06568305986031328	0.0017883324771228789	6.643599510192871	True
2	1000	29.34	145.5		3772.416	0.9174307601096737	0.07131918746268218	0.0651667731798252	6.794120788574219	4658.844	0.9137131022512031	0.0709286210762901	0.1115569605268707	6.4047651290893555	True
3	1100	29.97	70.62		3577.4958	0.9161213690327321	0.07312950140114045	0.008111834989538219	6.921529769897461	4603.6543	0.9134648356721798	0.07150678239595062	0.03931811153250275	6.480485916137695	True
3	1200	29.57	53.36		3839.534	0.9202045540111932	0.0675284509363259	0.10296676813047058	6.872348785400391	4967.4507	0.9189951910632792	0.06178165212599436	0.1339469774643421	6.596570014953613	False
3	1300	28.74	45.91		3422.213	0.9126169140930989	0.08506890838964533	0.08549606231580317	6.780972957611084	4495.3076	0.9125894290020953	0.07561771380943436	0.12214964546114196	6.335707187652588	True
4	1400	29.14	53.15		3358.296	0.9144332588417754	0.07903170453298453	0.0714878256132208	6.784107685089111	4489.4907	0.9130664257402556	0.07298770750420806	0.10551632761065141	6.382961273193359	True
4	1500	29.4	49.44		3241.5754	0.9136049654423825	0.08681995922081881	0.1489374828975511	6.7153520584106445	4660.6875	0.9144418601558145	0.07381367831898737	0.17465206353535903	6.338440418243408	False
4	1600	29.03	46.58		3439.3115	0.9196194998356961	0.06647002966131078	0.05384395851634054	6.930419445037842	4799.3677	0.9208831357178481	0.05333230814377695	0.05219835233242316	6.678520202636719	False
5	1700	28.69	43.15		3408.0186	0.9153375905200475	0.07471924516993417	-0.02094876912020856	6.908555030822754	4681.6855	0.9151156765657609	0.067838982225272	-0.003837768098905597	6.495736122131348	False
5	1800	28.93	55.14		3043.553	0.9098963128250296	0.09389836147527773	0.0754078251146483	6.791051387786865	4498.8447	0.9110011527725493	0.08185164736625797	0.09214303414968951	6.361323833465576	False
5	1900	28.98	42.88		3097.269	0.911857449114618	0.09047790329207565	0.10933047881753118	6.739968776702881	4680.318	0.9133725869891551	0.07525939700873636	0.13892578170209038	6.3622918128967285	False
5	2000	28.85	67.87		3033.1167	0.9097261845091639	0.09765178386125604	0.07338711387874726	6.778258800506592	4690.701	0.912886338239189	0.07855240136802662	0.0823816792066288	6.403960227966309	False
6	2100	28.85	62.55		2901.9229	0.9091536173191059	0.10204208065551432	0.07601728249627861	6.930440902709961	4582.8647	0.9120665800123156	0.08273438427488579	0.09469130665240523	6.6827392578125	False
6	2200	28.94	43.32		3004.6936	0.9099736339033886	0.09368850315492037	0.0851750382897388	6.766417980194092	4652.373	0.9135206104980815	0.07621464783089321	0.10861528810615557	6.384341239929199	False
6	2300	28.9	56.61		2775.2195	0.9032595875324494	0.12079281687499376	0.07144884227615388	6.797906398773193	4585.959	0.9095843329308392	0.09327438796293107	0.07436687744269224	6.458537578582764	False
7	2400	28.97	161.8		2773.7056	0.9013110890508009	0.12305478314233084	0.15359295676542656	6.7967610359191895	4723.812	0.9094243133199775	0.09242273323821351	0.16116396730492377	6.298219680786133	False
7	2500	28.8	58.7		2660.4043	0.9014935423315049	0.12573990572082006	0.09965049863284282	7.0447869300842285	4555.0137	0.9084363025248956	0.09712567675764329	0.11911994260200195	6.878171920776367	False
7	2600	28.89	64.33		2839.797	0.9083612834109386	0.10605076960740745	0.1450732314724824	6.7073211669921875	4722.6104	0.9133976026057452	0.07731699211621339	0.15028448575463443	6.342662334442139	False
8	2700	28.76	154.7		2801.458	0.9019814255418156	0.11902628472926358	0.14517585703836822	6.992790222167969	4771.941	0.9115008842415492	0.08278649088996254	0.15353536076562513	6.798239231109619	False
8	2800	30.58	60.61		2840.9883	0.901048937973192	0.12424558473050466	0.13777246436049298	6.752910137176514	4977.9736	0.9125514240627718	0.08197169114272032	0.1379028549853604	6.303940296173096	False
8	2900	29.06	53.13		2759.9976	0.897643605549534	0.13512174913689623	0.13940924148087946	6.796240329742432	4822.263	0.9100906116099343	0.09237111393555884	0.14391183969581461	6.316115379333496	False
8	3000	29.0	70.38		3052.862	0.9006339186809389	0.12565226064750562	0.162924312792995	6.746910095214844	5087.1836	0.9103279017348521	0.08844438848262232	0.16564414479818185	6.449417591094971	False
9	3100	28.99	64.42		2703.4058	0.9034678889683675	0.11806648640284534	0.06718070311563637	6.805671691894531	4966.889	0.9120423059762355	0.0840986608107022	0.07915880755723954	6.373791217803955	False
9	3200	29.08	67.07		2519.156	0.8971652851179566	0.13697535531485913	0.13785594578231192	6.854644298553467	5261.57	0.912347309230757	0.08724490172092689	0.14283306441657392	6.349536895751953	False
9	3300	28.86	46.79		2523.434	0.8926119722730127	0.14870232956641902	0.1435991295383232	6.7305707931518555	4655.389	0.9081088369157985	0.09808957279276932	0.14861466668716722	6.405054569244385	False
10	3400	28.89	46.37		2445.901	0.8860394091106147	0.1692838843839181	0.14167601759145196	6.717720031738281	4755.7954	0.9040491955389788	0.11177435782173202	0.1460055529620388	6.3796210289001465	False
10	3500	29.04	49.26		2701.0898	0.8927825552939226	0.14984704668461796	0.15420341445188115	6.7277302742004395	4833.3066	0.907918039885701	0.09699412833055228	0.1606154922738134	6.4082722663879395	False
10	3600	28.99	50.78		2463.2163	0.8918815859527947	0.15650878547647112	0.11606870854213512	7.153799057006836	4900.1357	0.9062620216313673	0.10507146374761653	0.11536862863111055	6.99418306350708	False
10	3700	28.91	47.74		2346.9033	0.8864227009125503	0.16785735422418654	0.15406268777674634	6.709988594055176	5075.812	0.9049571828095445	0.10737577301614996	0.15864294870797482	6.3801445960998535	False
11	3800	28.68	275.2		2463.3296	0.8881131596084235	0.1589652359595427	0.15757435649464838	6.670445919036865	5132.0386	0.9074400754645238	0.09946256157307627	0.166329563843899	6.283947944641113	False
11	3900	29.64	210.6		2262.0151	0.8855609579958285	0.17454867720495232	0.12367425859848168	6.782905101776123	4830.33	0.9069577031091444	0.1083840551019511	0.13130900478968835	6.478010177612305	False
11	4000	29.15	253.5		2411.523	0.8844178432809249	0.17564203370748474	0.13987863090747737	6.703181743621826	5035.325	0.905804454554785	0.10734258162241568	0.14686920973284193	6.2827982902526855	False
12	4100	29.5	307.3		2282.8977	0.8766938801479784	0.187212888341711	0.14781796153139795	6.704116344451904	5033.8955	0.9024871031302855	0.1145334381618754	0.14519463283787648	6.3751373291015625	False
12	4200	29.19	45.71		2166.796	0.8806528793977402	0.1823519884150153	0.15546658939110086	6.678183078765869	4744.277	0.9033465046671744	0.1119226538213455	0.16051019792710752	6.260673999786377	False
12	4300	29.12	285.7		2299.1455	0.8911559915334205	0.151796602362215	0.1160773639801613	6.847109794616699	5104.63	0.911280690334984	0.0874231859121353	0.10849427090907257	6.368204593658447	False
13	4400	29.63	325.8		2505.5938	0.8902392996749489	0.15573715632868285	0.1647621323936135	7.0906243324279785	5206.8945	0.9108903465481052	0.09222147186254145	0.16241867001387192	6.937085151672363	False
13	4500	28.78	101.6		2272.9263	0.8779343964686428	0.18524546077141005	0.16039085243192877	6.746923923492432	5019.1523	0.9048707820127263	0.10892565174893985	0.15942115285868114	6.460505962371826	False
13	4600	29.89	402.7		2147.4421	0.8841343619963576	0.17488685684784014	0.15478921779935426	7.085468292236328	4755.252	0.9073712417770962	0.09896824891860408	0.1454672992961837	6.923418998718262	False
13	4700	29.05	84.17		2186.7114	0.8747016938041816	0.19660373485916904	0.157499870162236	6.689623832702637	5129.9956	0.9054368017674892	0.10908019512458904	0.15229826318028988	6.368433475494385	False
14	4800	29.45	247.9		2310.7944	0.8699527038156446	0.20294460678652532	0.1774887720883527	6.710363864898682	5443.427	0.9045365909339733	0.11112920049394713	0.1811511765692621	6.241831302642822	False