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	17.58	29.07		152121.77	0.9935014337828918	-0.0007525190801674222	0.11918336853671051	295.7811584472656	51617.125	0.9942563776124453	-0.0007319881040820695	0.1176799239522223	295.13995361328125	True
0	100	28.91	12.96		13624.321	0.9861054722168056	0.043582523563418844	-0.3587989362237043	24.12474822998047	10459.739	0.9879307813617415	0.034094364982445474	-0.4220009174104886	23.545312881469727	True
1	200	39.63	12.73		20059.973	0.9856403813585343	0.03383645020765133	-0.3436453682327305	10.625943183898926	10228.992	0.9851587345102907	0.042155082028805524	-0.39938260960661376	10.098384857177734	True
2	300	29.27	12.74		9396.518	0.9808480509064443	0.06660985057031787	-0.3355852873938708	17.041200637817383	7734.369	0.9837401741237612	0.05656257023786005	-0.39208060760372576	16.452890396118164	True
3	400	29.63	12.79		8541.027	0.9765332294336965	0.07486586621080318	-0.3543049126346078	10.26333999633789	7434.076	0.9798371493546018	0.06654974077435354	-0.4035795392492563	9.769811630249023	True
4	500	29.77	13.02		8264.697	0.9757020441850006	0.07423995543941543	-0.3505956225636335	9.906031608581543	7308.7524	0.9799793825493871	0.061607530405595544	-0.3921420493571502	9.391464233398438	True
5	600	29.12	13.33		8501.273	0.9771007252156324	0.0601396263682921	-0.34315500274254773	9.945624351501465	7191.1313	0.9806780068566564	0.05683052107176935	-0.3868991448858665	9.4291353225708	True
6	700	29.02	12.74		7575.8364	0.9744928445955555	0.07525298820083076	-0.27944108780759963	9.880805969238281	7100.9653	0.9797260195761132	0.0607195850796052	-0.35017888593134205	9.359559059143066	True
7	800	29.13	13.03		6680.1484	0.9696562123147777	0.08573122944160837	-0.09464855925728995	9.479509353637695	7446.637	0.9784215354261089	0.06550414400397518	-0.04832330777626905	8.860706329345703	False
7	900	28.9	13.02		6866.3257	0.9661903221627485	0.09404953421603074	0.2870132292783975	8.930445671081543	7949.8936	0.9770914308675839	0.06904893217343265	0.35318206395572915	8.261556625366211	False
8	1000	28.74	12.68		6505.6978	0.9649505197376917	0.09822253049255944	0.2820897900369191	9.256985664367676	7769.0454	0.9763498649222218	0.07269060972364608	0.35004915256590874	8.606612205505371	False
9	1100	28.91	12.8		6091.2124	0.9645764621735341	0.1075274390895616	0.30840752535931043	8.798428535461426	7270.139	0.9756292525400792	0.08151020319505196	0.3727581023068215	8.099611282348633	False
10	1200	28.51	12.88		6239.807	0.9668797222909963	0.09484964269311738	0.3224395980069572	8.5148286819458	7233.5107	0.9776370836283284	0.06988515607712123	0.38111720337099037	7.751434803009033	True
11	1300	29.38	12.83		6189.783	0.9636181438549272	0.10299506252710422	0.31929889616425794	8.656155586242676	7981.9136	0.9762318992006782	0.07065092889293531	0.3764573966544233	7.9140424728393555	False
12	1400	29.19	13.04		6374.4697	0.9595795474186847	0.10720227530769876	0.3206605369127327	8.774307250976562	8117.6567	0.9750247657867954	0.07065811966834175	0.37835336743548387	8.053166389465332	False
13	1500	28.7	13.0		5718.469	0.9654019929904919	0.1085102612758451	0.32449085830465607	8.437856674194336	7258.3203	0.977603833029528	0.07521604552716575	0.3851100264078895	7.645365238189697	False
14	1600	28.8	12.93		5466.9805	0.9563739984694831	0.11669218694587175	0.32559317385476727	8.385866165161133	8026.483	0.973774608619084	0.07759037603656035	0.38666516722612837	7.558195114135742	False
15	1700	28.73	14.04		5223.3003	0.9585084746166171	0.1231733871287467	0.3237689753599794	8.881324768066406	7686.077	0.9745635183990259	0.0836727762674508	0.3779938592679273	8.177836418151855	False
15	1800	28.86	13.25		5380.374	0.953792485816835	0.1303673731861872	0.33304046375657226	8.29837417602539	7024.6045	0.9715211423004134	0.08932894839816728	0.39148712019622295	7.456085681915283	True
16	1900	29.5	12.78		5417.3125	0.9572978760660897	0.12023662890577452	0.3419684276361479	8.278268814086914	7873.86	0.9755015729799555	0.07602620426998055	0.40453853415993235	7.370480537414551	False
17	2000	28.99	13.0		5497.44	0.9568624670842387	0.13252264280536988	0.3320052803118524	8.417709350585938	7304.527	0.9757901426419989	0.0819706282662372	0.3815977624470483	7.638806343078613	False
18	2100	29.08	12.68		5292.3677	0.9510086785560196	0.13416870478956464	0.3318151779686394	8.708340644836426	8062.7524	0.9734707222517988	0.07677105063142321	0.38490985529816224	7.970028400421143	False
19	2200	28.55	12.98		5634.1807	0.9447569851588155	0.14034881562301219	0.33846964191869316	8.385400772094727	7547.1387	0.9703449059973837	0.0794130801418543	0.393075289890381	7.454338073730469	False
20	2300	28.64	12.77		4746.87	0.9486399441693188	0.14243016844268971	0.3372540387660511	8.322444915771484	7146.4893	0.9725686783430038	0.0800774485883668	0.3892565610502535	7.542191028594971	False
21	2400	28.94	12.81		4945.6567	0.9422205662497246	0.15376156685333084	0.3453045921324925	8.21885871887207	7472.7383	0.9709575184991799	0.08486723501547516	0.3952408795901037	7.376709461212158	False
22	2500	28.98	12.97		4634.353	0.9450511423231948	0.1574436808592724	0.3450182598133545	8.281329154968262	7011.2534	0.9714138363126135	0.08942387568890983	0.3917774287485975	7.516878128051758	True
23	2600	29.42	12.99		4579.571	0.9386755950397784	0.15145283008218818	0.3434917229495387	8.23449420928955	7001.917	0.9690610757431063	0.08059181977920259	0.3916872314792124	7.419804573059082	True
23	2700	29.31	12.8		4447.2593	0.9396244384604349	0.16548621222364823	0.3596058251568649	8.11872673034668	7122.7466	0.971403302800269	0.08453061179465396	0.4110880293182032	7.281467437744141	False
24	2800	28.96	13.02		4696.821	0.9352900531118388	0.16502318740138483	0.35715078568983966	8.248663902282715	6952.047	0.9693757634505766	0.08182665406471963	0.40309564139261717	7.399765491485596	True
25	2900	29.45	13.01		4931.995	0.9348087869365937	0.16323970575698185	0.35289632704394913	8.284048080444336	7228.375	0.9696158818032082	0.07986609778073558	0.3967717395726187	7.4339423179626465	False
26	3000	28.45	12.97		3886.808	0.9287683273004774	0.1821994878478322	0.359411094175706	8.124739646911621	6997.326	0.9692002093415658	0.08827667793713541	0.4025108209365219	7.350167274475098	False
27	3100	28.49	12.97		4246.9253	0.930171304602804	0.1869507213981397	0.3715595436950824	8.21743392944336	7276.444	0.970096903033971	0.08728230127380684	0.41515243677063063	7.4950032234191895	False
28	3200	28.42	12.97		4280.7305	0.931659454704499	0.18432469116405584	0.3642872072891684	8.191646575927734	6898.893	0.9693047447889012	0.09231206748194856	0.40894630072877086	7.433531761169434	True
29	3300	29.11	12.81		3951.2324	0.9219575763495823	0.20117961255868733	0.36817231845950293	8.077048301696777	7017.9453	0.9677957657935017	0.0899556867566054	0.40321899361107905	7.362810134887695	False
30	3400	29.02	12.58		4657.619	0.9431780583244423	0.17904585255871908	0.383750738181968	8.370380401611328	7360.4604	0.9734861702497267	0.08511614365847123	0.4230223224591487	7.67429256439209	False
30	3500	28.74	12.75		3532.12	0.9262700540804614	0.19775242585915886	0.3790310999079118	8.010160446166992	6707.2266	0.9686445504226185	0.08905311914574211	0.4121966479688663	7.284977912902832	True
31	3600	28.83	13.04		3718.6824	0.9201113450710537	0.2134893019426109	0.38399508522344256	8.046804428100586	6641.374	0.9681273465947258	0.0922654871270677	0.41622755779995224	7.374018669128418	True
32	3700	29.15	12.6		4138.3706	0.9090906855747959	0.2160363841388009	0.3890585058533228	7.935083866119385	7223.372	0.9647221194631737	0.09146404711275921	0.4267603901716828	7.209367752075195	False
33	3800	28.53	12.83		4252.8735	0.9208458520512525	0.19810967903864096	0.3889763613177691	7.936830043792725	6938.7827	0.9690194264494083	0.07958994925272748	0.41970390785448924	7.250216007232666	False
34	3900	28.99	12.98		3591.6553	0.9184148476793684	0.21672625371097726	0.38527723546843967	7.942806243896484	6706.124	0.96907595244636	0.08631928394753328	0.4143044943196907	7.249273300170898	False
35	4000	28.95	13.15		3535.003	0.9124688368149718	0.2375291253682739	0.39858309604802716	7.87411642074585	6680.9263	0.9687212837596204	0.09113699042432719	0.4209369900272434	7.2175679206848145	False
36	4100	28.96	12.94		3887.4421	0.9096607457170713	0.24469506993255666	0.4029920225998931	7.906129360198975	6881.1733	0.969166684767115	0.09363909684653583	0.4269656539445488	7.277687072753906	False
37	4200	28.71	12.98		3917.5552	0.8983276112957241	0.2437406629085637	0.39799142799617226	7.863978862762451	6998.2417	0.9632969088650839	0.10018805879240454	0.4198485883047668	7.216730117797852	False
38	4300	28.95	13.05		3655.9946	0.9129380206809771	0.248649549152928	0.41042535884243503	7.922104835510254	6919.194	0.9681981356658481	0.1001529242042895	0.43748219159072294	7.193334102630615	False
38	4400	28.79	12.77		3417.3965	0.8965743191715286	0.27095231707807443	0.4095925780739915	7.894603252410889	6781.6846	0.9660343522294244	0.10263231442998869	0.4284727949530189	7.299211502075195	False
39	4500	28.68	12.58		3483.214	0.8879814502442182	0.2646388175026468	0.42015056102728393	7.763421535491943	7381.367	0.9657899527513562	0.08833593498351804	0.4395455262450579	7.1545023918151855	False
40	4600	28.68	12.92		3005.5374	0.8828289581389265	0.284539934831272	0.4134128473880963	7.758882522583008	6768.856	0.9635480450352164	0.09931132376303715	0.4332756136937517	7.191664218902588	False
41	4700	29.26	12.74		3199.6047	0.8871613635534672	0.2750091878614279	0.42011712199263423	7.6988396644592285	7324.026	0.9642695632414291	0.09467707068560761	0.4418123946082801	7.057481288909912	False