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	17.46	30.38		86877.22	0.9943709366183895	0.00020973505297278383	0.368602804419401	318.8565979003906	39101.93	0.9948949295094959	-0.0002119826790163638	0.4334575719441925	329.8448486328125	True
1	100	41.53	9.463		10300.975	0.9862784484736681	0.041156020629300766	-0.24020927787889962	20.626344680786133	9354.621	0.9882654881927185	0.03721127991014349	-0.29234053520052394	18.38698959350586	True
2	200	29.13	9.46		7448.168	0.9757314057026807	0.07741119735875655	-0.3103517570519182	13.377167701721191	8479.028	0.9804906454068721	0.0645695229475339	-0.3605012723835179	12.131802558898926	True
3	300	29.67	9.285		8695.808	0.9785459503812479	0.061767048200121015	-0.35920428033824936	13.202993392944336	10054.419	0.9821342700778032	0.05566109399402263	-0.409065490448581	12.031705856323242	False
4	400	28.88	9.438		10661.177	0.9814856056536438	0.05623484904746225	-0.329349807956678	14.47036075592041	14114.112	0.9855888141896234	0.04762540585832796	-0.3782601546955092	13.034843444824219	False
6	500	28.6	9.481		10123.751	0.9783185492848562	0.06223256156607062	-0.36250757008802387	14.044185638427734	13655.08	0.9818403487870031	0.05847760486411381	-0.4182586681220952	12.685768127441406	False
7	600	28.75	9.297		6222.3564	0.9680904904083424	0.09036141041530299	-0.3611000617392739	10.20960521697998	9790.423	0.9766497652177877	0.07591869300921163	-0.3978111422209862	10.675517082214355	False
8	700	28.69	9.244		6939.649	0.9747639347071234	0.06947386772723897	-0.3816133903471245	12.476542472839355	8313.766	0.980791272064182	0.06207737535311695	-0.42915903141752615	11.502568244934082	True
9	800	28.96	9.428		5521.544	0.967865420565782	0.09429411895917689	-0.3198494838965681	9.930424690246582	8454.1	0.9778914122511877	0.07365941967419222	-0.3743537236993769	9.7349271774292	True
10	900	29.17	9.445		4977.1895	0.9608558929439022	0.11606884492016774	0.2960357230666194	9.149264335632324	8793.787	0.9737638680000308	0.09160113215860945	0.3601787824733941	9.339591026306152	False
12	1000	28.37	9.202		4881.6763	0.9604735866397708	0.11675553720635644	0.33648224555724937	8.958759307861328	8947.249	0.9743904403076937	0.08784364045411186	0.3962842055205636	8.677898406982422	False
13	1100	28.81	9.417		4983.331	0.959031358916952	0.11973843340541729	0.3276498115133467	8.818742752075195	9023.541	0.9744501562180481	0.0911575751133791	0.390549647438742	8.594402313232422	False
14	1200	28.6	9.397		4435.221	0.9540280980289815	0.12982760645543306	0.3382121144813746	8.689420700073242	8749.579	0.9715233729919557	0.09609963832583067	0.39638469453693514	8.646125793457031	False
15	1300	28.66	9.414		4920.658	0.9535979948080551	0.13038161695537961	0.35385622707233844	8.365172386169434	9503.467	0.9722406544693407	0.09164898690669424	0.4065663768719629	8.137145042419434	False
17	1400	28.32	9.378		4314.4463	0.9548379879857345	0.12426152136348909	0.34725390565513553	8.487801551818848	8162.377	0.974931955068059	0.08400255845399558	0.3965268662061412	8.428465843200684	True
18	1500	29.07	9.453		4838.9736	0.9545873010672024	0.13011355297172128	0.35860010695515143	8.562042236328125	8432.32	0.974018728016591	0.08827840705448124	0.4088590328305257	8.162309646606445	False
19	1600	28.37	9.366		4415.39	0.9441408468491884	0.14880395414053818	0.36127708291045096	8.313714027404785	8710.445	0.9699371201556806	0.09875707229986547	0.4109129061468985	8.036653518676758	False
20	1700	28.31	9.228		4415.076	0.9461168403735406	0.14835169142785384	0.36296755963974603	8.44275951385498	8271.395	0.9703567450637216	0.09342674877235414	0.41348653895952947	8.053752899169922	False
21	1800	28.26	9.155		3558.9526	0.9417487847805336	0.16567758035911523	0.36554027088794594	8.241191864013672	8395.896	0.9693194474002357	0.10682188846753159	0.4101250488657162	8.044166564941406	False
23	1900	28.31	9.153		4094.0945	0.9476082450456959	0.15012915035073837	0.36815849358911795	8.237401962280273	9850.532	0.9738086133177557	0.09227079122277218	0.4119358167309226	8.047942161560059	False
24	2000	28.3	9.141		3653.3662	0.9387148657479678	0.17254148036979136	0.3703779065972698	8.193405151367188	8458.523	0.9703813731522846	0.10347727392894245	0.41241086249833925	7.9817681312561035	False
25	2100	28.28	9.146		3571.5613	0.9316791265531303	0.18261798142634228	0.3747384707145757	8.156794548034668	8611.781	0.9678745880935065	0.1070482259989765	0.4160897224942749	7.932781219482422	False
26	2200	28.36	9.15		4354.2324	0.9453988029561247	0.15529948086889092	0.35783010715630403	9.723527908325195	10724.579	0.9731714479238222	0.08404596537201497	0.40572492995788745	9.10782241821289	False
28	2300	28.35	9.149		3537.0972	0.9424035794508544	0.1673638563933176	0.3547516031335032	8.588397979736328	8229.737	0.9700873433919145	0.09964616216188664	0.39982446512872016	8.558286666870117	False