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	2.426	15.5		322719.12	inf	-0.009821509303136949	-0.06492319995031129	453.4610900878906	263653.9	0.9697151598494402	-0.0015706580837037936	-0.10446398059236964	442.363037109375	True
0	100	13.34	31.23		22332.127	0.9638063704332263	0.04109536364166102	0.10301222553077509	4.393398761749268	31041.715	0.9564858393311758	0.04733403389748221	-0.14164906452096065	6.033967971801758	True
0	200	29.78	33.18		34344.09	0.9607298066686314	0.05146619051071004	0.15009568532417178	4.424885272979736	42125.184	0.9542575209210232	0.049716500082000584	0.005040977023169604	6.294891357421875	False
1	300	33.72	33.19		19149.812	0.9396628579541492	0.09929190342436124	0.16374129973743268	4.358967304229736	36213.566	0.9454309376764991	0.08541034330807167	0.12104262722386554	6.136835098266602	False
1	400	29.81	32.02		18773.22	0.9297543251901119	0.11802052787123096	0.1893178037724581	4.368544578552246	34062.543	0.9355579764584337	0.10135208947553716	0.2126258108059945	6.155102729797363	False
1	500	23.07	27.2		25476.725	0.934488216713701	0.10036547970185179	0.2107771686118342	4.276631832122803	37207.61	0.9343466543822402	0.09011333298233241	0.280257436694623	5.863618850708008	False
2	600	16.28	26.24		34974.016	0.9437412282653653	0.08358830457669854	0.29871834262630037	4.244546413421631	44244.305	0.9405138745063579	0.07795456393323005	0.4179883041866601	5.675946235656738	False
2	700	16.95	24.5		19230.3	0.9075681510228123	0.1587255666730034	0.33393665085895996	4.099311828613281	35043.324	0.9161107165391907	0.14074886086772986	0.47598449162889944	5.547221660614014	False
2	800	17.77	25.13		21134.588	0.9174009142891967	0.12389577744181879	0.41100893661757343	4.13029670715332	42306.14	0.9289942262456281	0.10526474212750042	0.5594243884596931	5.6458234786987305	False
3	900	17.11	25.07		20541.285	0.8992197786366367	0.17215480815712272	0.42296879086499867	4.113566875457764	35035.406	0.9071816956644977	0.15197545576681865	0.5793387065763024	5.58504056930542	False
3	1000	16.3	24.23		23029.492	0.909009356876262	0.14277587761066554	0.4824349919145702	3.630070447921753	35244.895	0.912220137066513	0.12767622504169163	0.6242345543947887	4.6817827224731445	False
3	1100	14.26	22.13		20589.295	0.8895527576099331	0.18503116888214208	0.5301054031938915	3.4419047832489014	35627.387	0.9001641000586698	0.1638615655435331	0.6788200733896866	3.899644136428833	False
4	1200	18.96	23.35		20661.348	0.8840703442277076	0.19192875726578051	0.5680627827894572	3.0547823905944824	37580.152	0.8970217726716424	0.17022737556065423	0.7173203403573661	3.251455545425415	False
4	1300	16.32	25.02		21736.26	0.8826274052396206	0.20084816711458273	0.6307589838974423	2.6634321212768555	42092.33	0.8985461271675175	0.1743475225528968	0.7546828398024974	2.757129192352295	False
5	1400	15.8	24.38		20599.916	0.8756263307381086	0.2134490455050743	0.6593984343519901	2.767159938812256	37872.367	0.8889283062587078	0.18861769126277272	0.7672148516119053	3.089731454849243	False
5	1500	16.14	25.31		25321.059	0.8859700782884423	0.1986430252448813	0.666188690540411	2.486511707305908	37032.184	0.893154098347224	0.1755715020091957	0.7765728094227954	2.521529197692871	False
5	1600	16.73	24.28		24141.87	0.867649739001277	0.2232160462990096	0.682447759722492	2.569523572921753	49029.63	0.8875720959949528	0.1909209380451552	0.7782940071554827	2.723752021789551	False
6	1700	17.92	24.88		22024.541	0.8704719076682784	0.22812454438015403	0.7082441902201911	2.3476781845092773	36507.77	0.8828319381817751	0.19739804913552905	0.7963704929213083	2.5687997341156006	False
6	1800	15.61	24.77		22122.342	0.865610085017695	0.23669126706933966	0.7170164386179574	2.412677526473999	43354.805	0.8860633180502854	0.19713758675417223	0.7996589728314418	2.6316816806793213	False
6	1900	16.01	25.16		22868.477	0.8573079531300012	0.24293679515145467	0.7202727940982183	2.1247851848602295	37398.098	0.8733456621915708	0.20692300919602127	0.8092265805953451	2.087942600250244	False
7	2000	14.94	26.05		22100.002	0.8559859820996139	0.25307124549970744	0.735617485060894	2.0683059692382812	38624.312	0.8747525466611685	0.21381339059930873	0.8175925441993539	2.1383066177368164	False
7	2100	15.69	25.14		20951.383	0.8598705087034173	0.24896777275772966	0.7378778434412139	2.5597293376922607	37959.258	0.8793535356325004	0.20676990000975656	0.8093644838446761	3.0359601974487305	False
7	2200	16.08	24.21		22011.51	0.8548858244354741	0.2511805540803844	0.7425690679511984	2.1774115562438965	37782.508	0.8749194025021296	0.20909754764847485	0.8211569157811027	2.201720952987671	False
8	2300	14.87	23.14		20631.559	0.8594896662130707	0.2544462685331503	0.7406099097510792	2.5374679565429688	34861.793	0.8774164979649199	0.21202195826850273	0.8208154561400205	3.140259265899658	False
8	2400	17.14	24.2		19819.354	0.8494627756539034	0.267795792814857	0.7471090910383525	1.9945586919784546	36812.785	0.8721212142026006	0.21989387447693146	0.8250556049080731	1.9984967708587646	False
9	2500	16.71	24.39		21829.236	0.8599157840484727	0.2522637417464999	0.7561913291280009	1.9588310718536377	37027.516	0.8807052542207872	0.20459776121074774	0.8304136795356962	2.0496225357055664	False
9	2600	16.29	24.3		22957.225	0.8496137302838531	0.267319409974486	0.7573960421836693	2.001164674758911	35840.93	0.8708428676881427	0.2149123823320298	0.8303959024903466	2.1443185806274414	False
9	2700	17.07	24.39		22166.68	0.8412453164820323	0.2813415679713758	0.7608276478060687	1.895739197731018	36228.145	0.8652354937773672	0.2256974767456736	0.8331354533778491	1.9422473907470703	False
10	2800	15.67	24.13		21494.166	0.8399187056233058	0.2847364787553327	0.7582579149049646	1.9573596715927124	35673.68	0.8644273562412502	0.22774435158850898	0.834374257516257	1.9154388904571533	False