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	19.56	52.15		3104443.2	inf	0.002399587129337678	-0.4009231315066565	49.23028564453125	122032.98	inf	0.010755739200155637	-0.3144321255274335	47.095130920410156	True
0	100	29.76	42.08		74288.51	0.9730620135613759	0.01739481791993107	-0.3723282588109196	27.608844757080078	53976.715	0.9665866779647297	0.0234395827222464	-0.35612128298199147	29.468015670776367	True
0	200	29.56	41.61		100237.48	0.9802071610878499	0.003852137365341875	0.008056163202661245	21.948654174804688	101762.52	0.9805414324628395	-0.003160206469040675	-0.06505819182368269	23.582189559936523	False
0	300	29.19	42.12		87352.28	0.9799356446855465	0.006684053033666932	0.39873229897173523	8.287616729736328	330861.5	0.980581926531594	0.000816141221166687	0.3481583013825309	9.209118843078613	False
1	400	30.89	42.16		446037.88	0.9662373236042162	0.031772605433649966	-0.395377127875605	6.378246784210205	48783.465	0.9631613193985441	0.026968281532481615	-0.34347510666440195	6.692950248718262	True
1	500	29.79	42.18		284461.0	0.9697010190034673	0.027746600207500492	-0.3998264725415872	12.092185974121094	48589.074	0.9621492178730717	0.03079112555406542	-0.37230946713087804	13.144269943237305	False
1	600	29.36	42.02		252013.77	0.9760686210400887	0.004036562064136348	0.31196769156933324	25.20061683654785	53873.598	0.9669937467511922	0.012196417406502708	0.2616751945011513	26.958921432495117	False
2	700	28.82	42.03		174727.14	0.9741639694215626	0.01675622855719128	-0.39818745157455426	8.504714012145996	68652.87	0.9741695135736227	0.007716548378901209	-0.37190664759190434	9.185534477233887	False
2	800	29.02	42.06		41900.64	0.9687464817743849	0.030755869510752674	-0.3240012036884776	6.277074337005615	55864.63	0.9702004670157311	0.018254436080852428	-0.12769028576196673	6.393916606903076	False
2	900	29.16	41.8		96552.4	0.9779341412720314	-0.0025726032298361667	0.2310135771778253	12.228760719299316	52974.445	0.9690833328250674	0.006263358834278268	0.17562876314676673	13.40734577178955	False
2	1000	29.5	42.01		47924.04	0.9819510834106845	-0.011469733253333496	0.35613185215716986	16.129959106445312	60654.918	0.9788105079333672	-0.017265243091972016	0.3096200655727381	17.463476181030273	False
3	1100	29.1	42.1		30557.732	0.9697515884530774	0.03133032801611156	-0.3312540004989186	5.4807538986206055	53610.348	0.9677927272325277	0.01947163318140922	-0.2828347912412719	5.682910442352295	False
3	1200	29.57	42.22		28570.084	0.9762644808212978	0.011474813717879966	-0.3130180599166648	7.49802303314209	71411.0	0.9769197539585365	0.0016220780457387306	-0.3249330638393849	8.148581504821777	False
3	1300	29.47	42.96		78230.95	0.9751855005101281	0.0002576178854071721	0.2655052748442615	15.007989883422852	55352.17	0.9686788668285311	0.007272396035512487	0.05621723825887807	16.429431915283203	False
4	1400	28.94	42.04		151182.14	0.9846209343433233	-0.015253640756777698	0.4021346286486883	9.689598083496094	58609.125	0.9744578187627755	-0.005035745953737716	0.3062716514565029	10.919921875	False
4	1500	29.31	41.91		53708.58	0.9819230425714215	-0.006027891085077932	0.301668686974613	20.544008255004883	117534.37	0.9824206365289888	-0.013398648567714506	0.271651946470249	22.085803985595703	False
4	1600	29.22	42.23		249178.78	0.9822850816368455	-0.01025370973433933	0.3902896992342218	6.320841312408447	60657.188	0.9724592711156724	-0.0009699424877825684	0.3342839445908821	7.026620864868164	False
4	1700	29.27	42.1		38355.695	0.9795920927490086	0.0015274370188827061	-0.008669299952491296	5.829652309417725	83634.52	0.9800668251105598	-0.006607129965603808	-0.046780374412463716	6.345173358917236	False
5	1800	28.91	41.4		942149.25	inf	-0.013070699073111562	0.39380007486959595	4.287481307983398	81538.31	inf	-0.0028947730741787966	0.3347004938506019	4.735037803649902	False
5	1900	29.16	41.93		229122.9	0.9824463964758307	-0.008939824891533199	0.36084252598564365	9.801403999328613	61790.15	0.9727323310618555	-0.00023465412492384839	0.2983851362465725	10.83201789855957	False
5	2000	29.39	41.67		42013.254	0.9697285943002272	0.026317746238386883	-0.2763214999039647	7.037665843963623	49300.832	0.9635875217633199	0.02759966394417432	-0.26855122923848573	7.655250549316406	False
6	2100	28.88	41.97		48470.86	0.9733239368121482	0.0166191026315618	-0.10606955844864682	7.071692943572998	57663.273	0.9707487703170857	0.006826701056050754	-0.1794722061472957	7.815349102020264	False
6	2200	29.43	42.1		399233.56	0.979955052652975	-0.0016416628301356298	0.35400944916963917	5.351589679718018	62154.83	0.9707912934479914	0.005776906194974469	0.26986729089548034	6.1422505378723145	False
6	2300	29.26	42.1		802681.1	inf	0.010425491915889252	0.04342891980682481	7.467251777648926	70845.125	inf	0.01622519064359023	-0.015883955100282645	7.227042198181152	False
6	2400	29.46	41.93		43807.684	0.9759817115417316	0.005205888796967418	0.22875405620347578	4.9514875411987305	55958.188	0.970190835321228	0.008429369819289167	0.12970374019664396	5.422225475311279	False
7	2500	28.92	42.14		53127.95	0.9795709435736295	0.006330785539850311	-0.24294412401520912	8.060688018798828	142517.39	0.9806160283599545	-0.0024999884754354313	-0.27044452689060383	7.841109275817871	False
7	2600	29.42	42.38		244343.03	0.975030668468851	0.0112019410580717	0.06885460102919737	7.040518283843994	55836.71	0.9664676013268041	0.016855625466774986	-0.038916439096276116	7.79879903793335	False
7	2700	29.24	41.43		32835.43	0.9755605922024178	0.006103384437066022	0.19781801164326876	7.433742523193359	56365.082	0.9719945199543815	-0.003415773540911279	0.07418595188770159	8.275463104248047	False
8	2800	29.11	41.41		49226.188	0.973803306281426	0.0110317851646051	0.17664116140161273	4.854636192321777	52524.055	0.9675724152168194	0.015075169394415796	0.059951392747014005	5.221404075622559	False
8	2900	28.5	41.92		41504.688	inf	0.02621619625777751	-0.22441502007687558	5.514823913574219	51786.875	inf	0.01869768587697587	-0.25384091588279534	5.941474437713623	False
8	3000	29.11	41.99		49205.51	0.9769159215003222	0.0032129410233368407	-0.3265068736880108	8.775372505187988	71839.48	0.9764522405272925	-0.00524764089333991	-0.2830448128086475	9.545300483703613	False
8	3100	28.82	41.98		57715.04	0.968001522239903	0.03207508022222729	-0.39404450712907707	7.557778835296631	53305.67	0.9641175383695959	0.028195782096956	-0.34636369311178383	7.758903980255127	False
9	3200	29.0	42.02		42542.824	0.9700997114288068	0.026629150935009668	-0.3777650005751117	6.763465881347656	55645.824	0.9680953439102513	0.014980456038961604	-0.35222389747857763	7.075608253479004	False
9	3300	29.29	41.96		37030.977	inf	0.00827281789880759	0.03452722922971459	6.439360618591309	53635.38	0.9688429778443328	0.01206583916347398	-0.04556801818595389	7.128125190734863	False
9	3400	29.47	41.84		34662.03	0.9721642616426708	0.017782254162719998	-0.22674586491340343	5.971805095672607	51853.652	0.9665112463036796	0.020011958838397827	-0.28186038908926364	6.457633018493652	False
10	3500	28.98	42.18		32129.668	0.9695484594845972	0.031059802505957176	-0.3675261670702929	6.102716445922852	54312.074	0.9678965976523154	0.01821307461203633	-0.35620107296530634	6.289246082305908	False
10	3600	29.08	42.2		45108.9	0.9745073104243576	0.011903736059392836	-0.2146114204504627	5.255675792694092	62572.027	0.9737604707139765	0.0019366913419554155	-0.2217367277774893	5.4653825759887695	False
10	3700	29.29	41.99		40585.016	inf	0.017902348781577485	-0.28911958673448845	5.92500114440918	50511.965	0.9664979355760052	0.019304196233407355	-0.319792584481272	6.228240966796875	False
10	3800	29.28	42.3		36033.23	0.9720988118127392	0.017263656873794584	-0.25076333174622484	7.412264347076416	52185.02	0.9658077254017701	0.02092106042439793	-0.2839249117064723	8.096052169799805	False
11	3900	29.05	42.11		31848.84	0.9703793355709096	0.03537041813871237	-0.35271284593730756	6.999111175537109	52924.945	0.9670722662623388	0.023999285475420722	-0.34628678275126795	7.557746410369873	False