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	17.09	29.54		154405.86	0.9935522526044912	0.004829833567639049	0.2646049740154297	127.15933227539062	93059.73	0.9936184032584066	0.007985631278309759	0.228395616012526	129.79815673828125	True
0	100	29.19	15.12		8150.238	0.9855641159510616	0.057335194141729745	-0.2655799512640443	21.568485260009766	6354.7905	0.9878754480912673	0.05388182263103691	-0.319165014160333	20.718847274780273	True
1	200	33.66	15.29		7580.489	0.9834295177806351	0.06089965450308607	-0.26858929692741856	20.008594512939453	5933.8794	0.9861951939310042	0.058516012528994556	-0.3374538188171109	19.212026596069336	True
2	300	28.9	15.11		7626.525	0.9803178425882297	0.05824770565336349	-0.3111755483580027	8.971296310424805	6295.8936	0.9832517195213057	0.05414110582495071	-0.3580863988387556	9.01018238067627	True
2	400	29.26	15.15		6973.071	0.9779950266188588	0.06283313071805506	-0.3382821038151364	9.871073722839355	5676.0103	0.9824986063754478	0.05542723009693056	-0.3860591316710365	9.659914016723633	True
3	500	29.18	15.09		7420.711	0.9794279246471338	0.058000389383380084	-0.3076319177118779	10.210354804992676	6364.3525	0.9822258582426231	0.05188836159245381	-0.39602844466293197	9.978259086608887	False
4	600	28.72	15.08		6029.4893	0.9759535738587073	0.0722883896641075	-0.3256156163246428	8.804085731506348	5894.908	0.9806479717587476	0.06331547523572476	-0.3845897511451302	8.803452491760254	False
5	700	28.73	15.08		6126.6753	0.9742600351874775	0.08144983996156417	0.23720609092932116	8.351766586303711	5909.966	0.9796290661190042	0.0685377910373929	0.2592360022491453	8.344154357910156	False
5	800	28.94	15.08		5386.847	0.9708005659702729	0.08603671684287915	-0.2932034018181368	8.65327262878418	5743.2705	0.9779274281698513	0.07078043786900247	-0.3626828683634207	8.758974075317383	True
6	900	29.1	15.08		6457.27	0.9735023178035299	0.07746331737781721	0.33025797122112344	8.725306510925293	5732.565	0.9805879312191017	0.06317763272168826	0.38927885672849516	8.542769432067871	True
7	1000	29.2	15.08		5028.874	0.9705498426541054	0.08513239857726028	0.32681116222810214	8.087932586669922	5800.1035	0.9799252415420301	0.06261922279349685	0.3657420001628604	8.047639846801758	False
8	1100	28.39	15.07		5403.747	0.9705107993234092	0.09172524579761891	0.3324957798560192	7.916153430938721	5809.437	0.9782343046196522	0.07266803875340776	0.36857269373951146	7.822166442871094	False
8	1200	28.71	15.08		5199.1807	0.9698809908451832	0.09776197499835827	0.3362140602602703	7.659482002258301	5338.5244	0.9783886089579222	0.07704656027611938	0.373236694230879	7.5578999519348145	True
9	1300	28.88	15.1		5487.5654	0.9709043258144399	0.09142567946973601	0.3332432839055384	7.716801166534424	6206.526	0.9789930325370158	0.07053922092661796	0.37396643725670303	7.641679286956787	False
10	1400	28.78	15.09		5012.1597	0.966036483295103	0.0964163805551046	0.2901221663755954	8.152257919311523	5675.865	0.9774256071304132	0.06947609237771589	0.3495986264158919	8.159602165222168	False
11	1500	28.83	15.12		4719.62	0.9655787795736341	0.10037441245870572	0.3351733211475535	7.706571102142334	5840.35	0.9751856122082901	0.0755593330744383	0.3784464057072551	7.619306564331055	False
11	1600	28.86	15.1		4500.1543	0.9659159865899933	0.10035231542532058	0.32513338007511583	7.919898986816406	5497.325	0.9772043842301023	0.07490524498052278	0.3681814594751589	7.801847457885742	False
12	1700	28.64	15.14		4597.813	0.9641151759754929	0.10994619566964926	0.33449475551506797	7.538576126098633	5644.466	0.9756749933666323	0.08300119625894294	0.36932725053782656	7.393707275390625	False
13	1800	28.53	15.35		4734.8237	0.9661173666145263	0.10077709022930227	0.33398303297916976	7.610403537750244	5462.8584	0.9774326869280193	0.07225616533970063	0.37024104377590833	7.495542526245117	False
13	1900	28.65	15.09		4780.662	0.9631609644504471	0.10776095251548748	0.33733042014605763	7.679938316345215	5854.291	0.9754025339745364	0.07645314190851787	0.3746359065833881	7.5104475021362305	False
14	2000	28.29	15.08		4223.7803	0.959271378365875	0.1177123394186387	0.3393104640564258	7.4828619956970215	5613.4453	0.9741725253201269	0.08078048422021493	0.3757365708351825	7.322546482086182	False
15	2100	28.4	15.07		4246.003	0.9623940208145151	0.11062590847679386	0.33689974271188333	7.475955486297607	5767.733	0.9766605628471865	0.07374148266114126	0.3716763010613963	7.293678283691406	False
16	2200	28.31	15.07		3942.394	0.9577665911229707	0.1233027037091458	0.33663048408072604	7.556922435760498	5552.8936	0.973484361785031	0.08309858762283463	0.3723672180855742	7.368911266326904	False
16	2300	28.99	15.07		4561.506	0.9597628589874008	0.12129115829741316	0.34199250438027656	7.467596054077148	5639.241	0.9758117312075034	0.07579800045565617	0.37995810889668874	7.2624735832214355	False
17	2400	28.63	15.09		4706.1045	0.9569226409680507	0.1251225376949159	0.33384719326248347	7.49519157409668	5909.9673	0.9739954398360299	0.08039963010104871	0.3711521156194063	7.287774085998535	False
18	2500	28.59	15.18		5556.2188	0.9606897411601732	0.11593484594811462	0.33215079207690124	7.756232261657715	6015.195	0.9761545039102082	0.07653574589014785	0.36388815196009616	7.672944068908691	False