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	17.42	43.77		47217.97	0.9912977220948955	0.008475529604381417	0.19210348468822688	319.85980224609375	34958.746	0.9923209641973745	0.008736800048284622	0.3326970473542164	327.7259826660156	True
0	100	29.89	32.85		4291.903	0.9829820111281985	0.0586076991198519	0.061331430970963094	14.070333480834961	2615.909	0.9845095729023873	0.05618434985467995	0.04798272814135351	12.631499290466309	True
0	200	29.7	31.16		4704.4355	0.9796457862060268	0.05305688937886444	-0.0954707022854147	6.255386829376221	2662.892	0.9813488734682746	0.05240270336602089	-0.22138167951600599	6.002491474151611	True
1	300	30.05	32.76		4252.032	0.9750025457116432	0.07457961519005869	0.24479311692837347	7.276561260223389	3182.0251	0.9780063646654342	0.06808931559513162	0.2840052123639548	6.671774387359619	False
1	400	29.04	33.36		3558.6143	0.9686515837647603	0.08841686385165035	0.2735802895257545	6.342512607574463	2651.4482	0.9721423962581002	0.08229236535952734	0.34234869136528095	5.978984832763672	True
2	500	29.22	32.78		5435.7427	0.9706517291362997	0.0722558949206915	0.29325657888859746	6.2362542152404785	4314.134	0.9751915313872294	0.06395419650804879	0.3393467879635983	5.837521076202393	False
2	600	28.99	31.27		3220.328	0.9687349791686994	0.08771788394246213	0.29176047781509307	5.719142436981201	2430.1296	0.9731293067597139	0.0811130531396345	0.33691648527486157	5.5452704429626465	True
2	700	29.73	31.77		3557.17	0.9663634074740007	0.08861993911084158	0.29236100004314647	5.685378551483154	2915.1824	0.9714586068024025	0.07745846809763145	0.34017602253658197	5.478421688079834	False
3	800	28.94	32.09		3108.1887	0.9668990085539512	0.098584707433266	0.2923054815176226	5.650902271270752	2376.333	0.9709449388078365	0.0920951748478581	0.3370658888659278	5.477068901062012	True
3	900	30.04	29.44		3021.0552	0.9668009263570427	0.0892962322335426	0.2927906370761822	5.6822123527526855	2384.6533	0.972241103756799	0.07874628267127622	0.34311468781359844	5.442244052886963	False
4	1000	28.64	27.54		2994.3892	0.962072040098053	0.10549949685660268	0.28935649817416775	5.623979568481445	2623.1328	0.9681765654864617	0.09403274553832337	0.3375409368341198	5.362744331359863	False
4	1100	28.97	29.72		2889.29	0.9608936631282183	0.11029246945720525	0.2853214563137079	5.64718770980835	2504.4214	0.9676104885982132	0.09860757439553454	0.33412272409104943	5.4598588943481445	False
4	1200	29.1	32.01		2816.741	0.9656723926741478	0.0949920690654583	0.2813677272462642	5.849737167358398	2359.6365	0.972155860634915	0.08079286023724801	0.32957750875096814	5.496884346008301	True
5	1300	29.34	111.6		2674.9592	0.9626293289626204	0.11748934078143547	0.28197801269313677	5.605454444885254	2464.5356	0.9698016843335728	0.10267173891597876	0.3241386985761957	5.441104888916016	False
5	1400	28.88	30.95		2679.3635	0.9604084162567433	0.11571708957989647	0.28353147157566244	5.656623840332031	2496.1675	0.9689468741780806	0.09581949617247033	0.33122861479418914	5.526768207550049	False
6	1500	29.0	27.13		2585.8867	0.9616656033287604	0.11347146537755018	0.2855264897863759	5.581567287445068	2303.1965	0.9691906038848307	0.09807223138135773	0.3261557195779628	5.34774112701416	True
6	1600	29.6	27.83		2490.7947	0.9533979159557426	0.1266341378578509	0.2863211773301663	5.563201904296875	2552.0425	0.9641327138512857	0.1048037616240849	0.332594750808088	5.319056987762451	False
7	1700	28.95	27.79		2405.5308	0.9522937560758538	0.13254942577308274	0.285209806800269	5.589270114898682	2474.4468	0.9627862454290044	0.11178049773983477	0.33273523987772	5.40040922164917	False
7	1800	29.09	28.88		2433.3142	0.9531006027560015	0.12611221993745095	0.2899927541434258	5.589969635009766	2637.5674	0.9649424049114746	0.10097053917734974	0.3393923668330751	5.413553237915039	False
7	1900	29.44	27.78		2411.5034	0.9538043248338594	0.12785723959610362	0.2898785283678968	5.557015419006348	2699.0894	0.9655622898573315	0.10378660756121512	0.3377370872173677	5.324338436126709	False
8	2000	28.67	27.73		2377.2551	0.95328431916889	0.13540777965618922	0.29190684182740223	5.546642303466797	2587.1804	0.9652031318636678	0.10798380477606999	0.3379329077388889	5.2695088386535645	False
8	2100	28.91	27.0		2430.0667	0.9529490240629599	0.13160883650950264	0.29354390747624304	5.5633015632629395	2639.905	0.9649222465926024	0.10529416557868283	0.3424087025030443	5.274945259094238	False
9	2200	29.06	27.33		2275.0552	0.9534392404577177	0.13328356667265306	0.29543958964922046	5.5312652587890625	2474.6294	0.9662109477471982	0.10298897312001665	0.3422844401860266	5.255491256713867	False
9	2300	28.89	27.03		2318.5127	0.9520285536999766	0.1367696004406638	0.28895645131711006	5.639594554901123	2672.1658	0.9653085175798848	0.10436793456018668	0.3355767869070894	5.478679180145264	False
9	2400	28.6	26.85		2172.0498	0.9501315960059556	0.1366223214301624	0.28844662234939134	5.564950942993164	2507.486	0.9646290001511012	0.10222561564918885	0.33677258322482284	5.350898742675781	False
10	2500	28.41	26.92		2280.8115	0.9485145939127207	0.14383957886505247	0.29763190058482863	5.52243185043335	2529.9868	0.9633091030031274	0.10817141601720398	0.3388428881036998	5.293832778930664	False
10	2600	28.62	26.91		2198.0454	0.9437177315693004	0.14358758483566791	0.29638287544395625	5.543176651000977	2585.0105	0.961097540136434	0.10406176184255245	0.3409828711284506	5.288557052612305	False
11	2700	28.22	26.85		2180.064	0.9490070791542412	0.14799704979839326	0.29627217254502436	5.662127494812012	2489.0698	0.9640710879153712	0.11223942022305941	0.33933911372891756	5.321383476257324	False
11	2800	28.51	26.99		2269.8513	0.947366347008115	0.14239626465937585	0.29777049942779626	5.524531841278076	2424.6982	0.9628396399621155	0.107278189269754	0.3411565698901374	5.259701251983643	False
12	2900	28.78	27.2		2369.8662	0.9508496838663497	0.1412778104738043	0.29786458202774657	5.521579265594482	2399.6558	0.9656064144763771	0.10485152751945444	0.3389312754319401	5.286965370178223	False
12	3000	29.06	26.85		2244.0073	0.9401954230219124	0.1545148464618845	0.3037346003585633	5.499224662780762	2657.6687	0.9592192449517359	0.11254368577428747	0.3505337515126619	5.233724117279053	False
12	3100	29.09	27.56		2248.6067	0.9444121878020855	0.15759008133306263	0.294276109606733	5.5452141761779785	2592.465	0.9607237315488264	0.11996919701321405	0.34110058017045203	5.274816989898682	False
13	3200	28.18	27.19		2142.2334	0.9409067285939269	0.1610971829885156	0.2999785940013667	5.630009651184082	2440.1492	0.9583268850632244	0.1232600981901844	0.3406068542551551	5.504817485809326	False
13	3300	28.94	27.73		2086.9058	0.9416246726261277	0.16318119497890235	0.30293507515632817	5.6624016761779785	2378.0347	0.9593220781886471	0.12318003149729106	0.35085871484872233	5.298975467681885	False
14	3400	28.4	27.52		1974.6813	0.9400737766604375	0.16250189756493466	0.3091759283162137	5.539304733276367	2340.9255	0.9596239009041347	0.11929506196773404	0.352114645325293	5.260756015777588	False
14	3500	29.36	27.32		1958.5278	0.9354362875340954	0.17412154001856842	0.31545799398162977	5.484960079193115	2432.4976	0.9576919665912458	0.12474929201746252	0.35561794202432745	5.267221450805664	False
14	3600	28.68	27.43		2017.5066	0.9364228628261396	0.17126687066204752	0.3119559090077708	5.560143947601318	2514.63	0.9581206177145739	0.1200930315657778	0.35101980189900256	5.243638515472412	False
15	3700	29.02	27.54		1905.6033	0.9397684930523261	0.17214620972688044	0.31064224717298294	5.513812065124512	2427.9792	0.9605444750049915	0.12217945912485582	0.3543539290884252	5.307686805725098	False
15	3800	29.07	27.36		2183.616	0.9352905490952923	0.16053774642829924	0.31631788758084706	5.513535499572754	2851.2866	0.9580266250340117	0.10902149764540667	0.36021482483867173	5.213423728942871	False
16	3900	29.04	27.13		1869.5594	0.9325473818126446	0.18222576685772005	0.32238249209374953	5.433265686035156	2392.2852	0.9568312515309586	0.12606343811352475	0.3672630659364105	5.189231872558594	False