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	16.99	43.16		31857.02	0.9460850290542291	0.006315647562749507	0.09951847988353338	898.8677978515625	25245.637	0.9539714166572247	0.004062705528445584	0.06855170832602962	891.8091430664062	True
0	100	29.24	29.24		4093.1064	0.931912377508597	0.0315545132604905	0.12680825545459734	17.218931198120117	3550.6628	0.9435226173891019	0.019907085184955865	0.046039558531836416	16.702024459838867	True
0	200	29.44	27.72		3465.6409	0.919947506768684	0.06515167510563812	0.11666881751023689	7.36433219909668	3118.8298	0.9345100085152707	0.04358795053409579	0.03706674162027916	6.675135135650635	True
1	300	34.36	28.17		3236.8193	0.9189070348777242	0.06449086903864445	0.10258239229572916	7.386166572570801	3063.916	0.9330964544836624	0.04701772504917067	0.019399981496358118	6.710608959197998	True
1	400	29.36	26.18		3132.6025	0.919298925997369	0.06573025186808479	0.0884231617865242	7.431715488433838	3057.8184	0.9334968083797414	0.046677987490979116	0.0018491913579385645	6.722300052642822	True
2	500	28.85	26.27		2952.3726	0.9159163837542176	0.07352623033101317	0.08531129790909951	7.455649375915527	2962.705	0.931072675584068	0.0522739981795967	0.004496180584412904	6.811773777008057	True
2	600	29.29	27.09		2984.3381	0.9192758902934358	0.06387623437895454	0.06615473501755312	7.467462539672852	3100.641	0.9340018058208789	0.04435536867354816	-0.016362566428783528	6.781290531158447	False
3	700	28.68	27.41		3414.3518	0.922283447506919	0.05367584506398272	0.1103332251287395	7.389016628265381	3265.9949	0.9371420457902625	0.0358547078565286	0.032933049031770245	6.743069648742676	False
3	800	29.04	27.85		3071.8176	0.91985434697842	0.059764036850518606	0.09925128663132705	7.429238319396973	3173.9038	0.9346380645367208	0.040743752335749985	0.02160410669263756	6.792198657989502	False
4	900	28.86	26.19		2866.501	0.9130624886849631	0.07907852450857494	0.09876999585288374	7.627547264099121	2999.9062	0.9308000207807364	0.05201968844620363	0.030183148981112826	7.07669734954834	False
4	1000	28.69	26.37		3300.6577	0.927396545959893	0.0551328399813337	0.10331575453887845	10.077384948730469	3414.027	0.9403482248153558	0.03816279338499849	0.028994125692752695	9.737015724182129	False
5	1100	28.86	26.43		2536.7083	0.9098293629953582	0.0844126006247689	0.08243352873808299	7.4219255447387695	2922.7563	0.9273340915656116	0.05855076457928149	0.006491210894850823	6.717323303222656	True
5	1200	29.38	26.55		2392.192	0.9068989335855301	0.09569831246268272	0.053703045183791154	7.5661821365356445	2911.3892	0.9275556258657025	0.06286326698074228	0.009109411926635818	6.824926376342773	True
5	1300	29.18	26.16		2520.0745	0.9125197440569803	0.08149626833111043	0.10910312482289454	9.977633476257324	2885.6484	0.929547658533479	0.05481316805393579	0.03202706358244493	9.634498596191406	False
6	1400	28.77	26.22		2293.3762	0.9062034891318737	0.09681851348675924	0.104412927635559	7.555002212524414	2833.3179	0.9252981799040217	0.06559924210053567	0.04908871860332245	6.890300750732422	True
6	1500	29.22	26.56		2294.2878	0.9091429348148378	0.08722150343336206	0.0956371545761448	7.490545749664307	3021.3193	0.9299070169173247	0.05409206539394679	0.043558769528301615	6.683385372161865	False
7	1600	28.54	26.86		2285.1409	0.9071776708091536	0.0939199631742443	0.12743457786635376	7.400837421417236	2949.2522	0.9273998156337853	0.0605755153707917	0.0567743384528312	6.636392116546631	False
7	1700	28.81	31.47		2158.5444	0.9051406187062532	0.10000087088898565	0.10461022029294224	7.375705718994141	3032.5479	0.9272059571459831	0.06250349202860953	0.037715519451674215	6.607686519622803	False
8	1800	28.75	26.96		2061.7324	0.8990036317605874	0.10978154273371957	0.10200190062407061	7.464846611022949	2898.2761	0.9251925626999224	0.06657919810442096	0.048596801988799544	6.772470951080322	False
8	1900	28.23	26.47		2018.1481	0.9023853257424551	0.10844936396576003	0.12869189154389057	7.34219217300415	2909.9395	0.9264312163416858	0.06528303300460479	0.06676219162170803	6.58699893951416	False
9	2000	28.88	27.04		2025.5511	0.8977871790053188	0.1181947661149774	0.10262871895287377	7.376955509185791	2886.5942	0.923927788721932	0.07158969266246204	0.04470226407011502	6.6100687980651855	False
9	2100	28.76	27.08		1997.7673	0.8947736059184243	0.12637486469151307	0.1257804781283931	7.351001262664795	2866.4163	0.9231239827730638	0.07334379295444887	0.056774292640847816	6.594877243041992	False
10	2200	28.88	28.81		2127.88	0.9001674460442877	0.11133235369778402	0.11276692435695619	7.578928470611572	3018.243	0.9271626818376685	0.062255750435031364	0.06710475615124342	6.829401016235352	False
10	2300	29.08	26.83		1918.4114	0.8928837423246353	0.12521981894747072	0.10248794384558813	7.469315052032471	2934.1099	0.922759845609852	0.07314893245163605	0.046658061467411374	6.660510540008545	False
11	2400	28.77	27.48		1875.9137	0.8945932832093109	0.1271366550369415	0.11936706706996131	8.059364318847656	2882.7407	0.9234236811474126	0.07239713458158212	0.0506797871448505	7.428172588348389	False
11	2500	29.1	27.2		1781.1898	0.8933452552418649	0.12561173934973544	0.1042343861509583	7.384314060211182	2976.4932	0.9252526863778863	0.06742585125638198	0.02494092166762103	6.658634185791016	False
11	2600	29.13	32.73		1713.8024	0.8871855540527298	0.1426962182005227	0.10988936440988092	7.452711582183838	2781.9216	0.9209075472730384	0.07948753757408708	0.03435119372850123	6.743743419647217	True
12	2700	29.26	31.05		1717.075	0.8899858965396374	0.13392832005371952	0.11622378466864651	7.61505651473999	2914.225	0.9242791082876137	0.06963295830346064	0.0470323042317519	6.917713642120361	False
12	2800	28.93	27.0		1707.8881	0.8891563134136002	0.1376260288241373	0.11176065748941064	7.389357566833496	3036.701	0.9248025869494515	0.06922429340379083	0.03689838375685639	6.618212699890137	False
13	2900	28.48	29.49		1709.5679	0.8883708904064745	0.13928413222733838	0.11838273427023087	7.365424156188965	2973.18	0.9239690234214546	0.07210103237500483	0.042254577130384295	6.644896984100342	False
13	3000	29.13	27.7		1659.8131	0.8834746798244293	0.14512334771946872	0.126700707448336	7.34368371963501	2955.2637	0.9235446772673256	0.07157424072955644	0.0462552698381846	6.606926441192627	False
14	3100	28.66	89.06		1529.9141	0.8773407545542067	0.16625600156807704	0.11543389836091814	7.418334007263184	2886.7085	0.9203280956604473	0.08112733362627014	0.042219270077415036	6.710693359375	False
14	3200	28.88	111.4		1751.4016	0.8926840799633947	0.1351922855452964	0.10326428066803978	8.317143440246582	2937.0913	0.9271525873125755	0.06377021876394207	0.0214413490109808	7.695450782775879	False
15	3300	28.64	26.91		1576.1501	0.8780912001174763	0.1616219046819705	0.12307996275684548	7.344621658325195	3021.9858	0.9223293690817446	0.07555691140784855	0.052860232836769695	6.601607322692871	False
15	3400	29.02	30.41		1473.9388	0.873287548574944	0.17904820220108333	0.11084708953719853	7.364048004150391	2896.4424	0.9189318374214752	0.0853933933080758	0.03759110085860961	6.617997169494629	False
16	3500	28.72	28.58		1441.044	0.8750523288072136	0.1744763209583516	0.12239858678032213	7.3549981117248535	2881.3564	0.9205512394553068	0.08188556500160561	0.039843882665375384	6.5995659828186035	False
16	3600	29.07	69.4		1505.428	0.8707390103068166	0.18034796721521273	0.1232937528844547	7.459470272064209	2849.5063	0.9198283334573655	0.08198473841371036	0.03867807453808318	6.783533573150635	False
16	3700	29.07	30.23		1539.9825	0.8741624969461659	0.1765276419976283	0.14276013859839287	7.343607425689697	2801.0093	0.9210816926164085	0.08112452170498685	0.05705074357306953	6.640374660491943	False
17	3800	28.94	26.76		1479.2906	0.8652726033627225	0.19555930937959248	0.1425235866518479	7.320463180541992	2878.2034	0.9195482620476099	0.0844790736893876	0.058440082647548436	6.584197998046875	False
17	3900	28.83	27.59		1694.52	0.8806961215247103	0.1579870036283698	0.11739107727369576	7.380461692810059	2971.426	0.9241027453325561	0.07180112903993723	0.04134228651316334	6.631269931793213	False
18	4000	28.66	28.91		1554.9618	0.8708849651773068	0.18321297905805572	0.14032343220441704	7.384406089782715	2976.3777	0.9206283197929808	0.08198337895909916	0.05689140009969184	6.606082439422607	False
18	4100	28.88	36.94		1433.3004	0.8650205806263584	0.19610380641374103	0.14186719930928599	7.392927169799805	2858.6353	0.9172682871240923	0.08913439986610625	0.06443625400148553	6.6853532791137695	False
19	4200	28.8	26.32		1422.3928	0.8639267762989099	0.19900786519457425	0.14412852007268154	7.494251728057861	2926.3828	0.9176783466183701	0.08899081543441463	0.055632250799061055	6.725335597991943	False
19	4300	28.77	26.74		1352.0493	0.8642795917276911	0.20077191284863766	0.15389692353367587	7.492105007171631	2831.3955	0.9192522362375735	0.08520048943263912	0.061420232330907584	6.731501579284668	False
20	4400	28.72	26.59		1324.248	0.8632612143815569	0.20496209174899055	0.13327463151977487	7.353620529174805	2833.537	0.919299848306047	0.0850957165783611	0.042246992210259626	6.657653331756592	False
20	4500	28.94	27.05		1276.3102	0.8613893612914433	0.20739880545777234	0.1427288695532818	7.339871883392334	2820.491	0.9181261928432608	0.08717326642730594	0.05468518566959203	6.642677307128906	False
21	4600	28.6	26.12		1445.2761	0.8596219487639317	0.20376483307282278	0.1334443864749014	7.331389427185059	2946.9294	0.9184788848184917	0.08557049280551109	0.0566077383171696	6.607748508453369	False