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	2.287	12.23		55974.97	0.9684943841402287	0.01763207832070752	0.08807723916055346	226.1363525390625	59897.72	0.9687209097899558	0.017910756406272637	0.04090011273481484	225.7659149169922	True
0	100	10.51	11.57		15983.989	0.9716917226751602	0.020212450492283877	0.0012432456918814656	4.796128749847412	19187.066	0.9728971156760412	0.017643692679053934	-0.047814027523175234	5.113014221191406	True
0	200	9.767	10.37		15401.312	0.9613311733629376	0.051363274523727805	-0.2190136845257849	3.1127545833587646	18765.426	0.963393905396718	0.046023638415058916	-0.23117394647461537	3.3850176334381104	True
1	300	11.42	14.43		10043.846	0.9058098322079225	0.1755599973979676	-0.06312405241441173	2.897845506668091	12499.801	0.9094112037093084	0.1693492781487333	-0.06270337825389144	3.1596319675445557	True
1	400	13.42	21.88		9743.317	0.8901327621294572	0.19175812666491102	0.06097091796113487	2.6874444484710693	12415.797	0.8937210685564797	0.18876905513079242	0.06853459907630065	2.9317870140075684	True
1	500	12.27	22.86		10613.668	0.8845724306136813	0.20929662297883686	0.2507913558128103	2.6024892330169678	13314.566	0.8885955199914289	0.2038219118760359	0.2539258985612548	2.8392441272735596	False
2	600	16.06	20.76		8925.297	0.8678527080530689	0.2327262723585383	0.22754951208279098	2.75201416015625	11300.904	0.8714933882211099	0.22957278858184363	0.23214219819914264	2.971925735473633	True
2	700	17.43	20.65		9073.731	0.8661062594178535	0.22996189049914129	0.2590524913918806	2.59442400932312	11613.288	0.8690362917454113	0.22868360436460966	0.2684525324537404	2.8143675327301025	False
2	800	16.37	22.05		8846.351	0.8561992497380254	0.2484046911354612	0.2640613275197546	2.55747652053833	11456.022	0.8589442649586797	0.2470732801391934	0.2708593108810222	2.7882843017578125	False
3	900	15.12	20.94		10078.895	0.8558032370954594	0.27092129205087556	0.28465635261740696	2.8335819244384766	13044.008	0.8599692779111564	0.2687221017472041	0.28539239881159095	3.0853824615478516	False
3	1000	16.8	20.33		8319.596	0.8317104141790183	0.2962094028342549	0.2808895361332634	2.533128499984741	10959.612	0.8364090742549681	0.2912195667221444	0.28254905302646705	2.7587995529174805	True
3	1100	17.06	22.14		8407.616	0.8322768142929322	0.28851501002997815	0.2852186702542282	2.679577350616455	11095.163	0.8375995245977956	0.2819883598225265	0.28628468901354576	2.922041654586792	False
4	1200	16.01	19.9		10240.856	0.8279503877594511	0.30348443369549766	0.280529218881123	2.501859664916992	13183.38	0.8332804455242097	0.29750571109910706	0.28455798577347113	2.7246663570404053	False
4	1300	16.34	20.99		8936.978	0.8118787253200164	0.3273302986308765	0.3013794449354012	2.4983608722686768	11785.094	0.8185162235805133	0.3173933172930496	0.30169839509866103	2.718217611312866	False
5	1400	16.47	20.69		9329.228	0.821057930862222	0.3257609923757737	0.30315274889628807	2.463998556137085	12045.35	0.8275371351560638	0.31574997614430417	0.30333498987230934	2.6874477863311768	False
5	1500	17.28	20.83		9763.757	0.8098289570258255	0.3235266285480143	0.30063143413202	2.490840196609497	12731.962	0.8170717483779986	0.3126181714800681	0.30231088193834227	2.7169928550720215	False
5	1600	18.1	21.93		10085.168	0.7996287338220479	0.33782689423342804	0.3004189547531778	2.4542527198791504	12976.614	0.8065376151292212	0.3284738644092197	0.30350302743639024	2.673358678817749	False
6	1700	18.06	23.24		8906.639	0.7955450056369634	0.3490119399639916	0.31750744338406156	2.4310731887817383	11523.259	0.8023560825160931	0.33671164167374573	0.3180247452123923	2.653822183609009	False
6	1800	16.65	21.59		7843.7773	0.7999493106112981	0.3440189322029155	0.3181987798151231	2.433265447616577	10415.689	0.8075441529706717	0.3280318676324675	0.31817951678383793	2.6569552421569824	True
6	1900	17.69	23.46		8613.108	0.7945561477170021	0.3475333785396638	0.3188261865691242	2.507979393005371	11375.189	0.8024739661957646	0.3346657396279049	0.31535001162888615	2.727407693862915	False
7	2000	17.24	23.06		8233.814	0.7863444694242785	0.372214440733287	0.3235026421011628	2.454706907272339	10985.612	0.7943890607857392	0.3570677144179773	0.3238080982252087	2.670969009399414	False
7	2100	17.02	21.24		8406.045	0.7851457364341125	0.36862302333524477	0.3232268972947983	2.4893674850463867	11040.832	0.7930543581665741	0.3546014794895267	0.32542665845205215	2.701698064804077	False
7	2200	17.06	26.13		7427.1934	0.7824646942667216	0.3857781183170989	0.3262526956579439	2.5687203407287598	10095.509	0.7909976618056551	0.36984666508103037	0.3283269828764232	2.798306941986084	True
8	2300	15.86	23.98		9323.407	0.7948353247450158	0.3623789510753149	0.3295541205213333	2.4610581398010254	12005.27	0.8034284439425207	0.34690263411469263	0.33006325400633385	2.6875839233398438	False
8	2400	16.68	20.88		7341.406	0.7974067824294246	0.3559417118200353	0.3327743320358855	2.4369685649871826	9722.139	0.8049590693965236	0.34223226870384943	0.3309818110155572	2.659846067428589	True
9	2500	16.41	24.18		8131.845	0.7800827993420422	0.37803908501670574	0.33369427733126983	2.408705472946167	10814.823	0.789439305660695	0.3615076912058273	0.3350973972168428	2.6278252601623535	False
9	2600	18.7	21.98		8002.0815	0.7728071655983039	0.38933913043028856	0.3328100683856422	2.4864120483398438	10546.921	0.7833490741999559	0.3697802680544268	0.3353253285597934	2.7094109058380127	False
9	2700	17.16	27.1		7208.1377	0.7721325981180682	0.3903897974867457	0.33488094849952793	2.4138734340667725	9544.178	0.7827627006311039	0.3698543653506517	0.33586479360460697	2.6333186626434326	True
10	2800	14.14	20.49		10373.041	0.8027186205324139	0.3487205925813832	0.3421577646739443	2.6710774898529053	13521.79	0.811585842607575	0.331859988946393	0.3453801800951695	2.898289203643799	False
10	2900	18.7	22.11		7877.9033	0.7771956902316343	0.40344256481199564	0.3452168779653635	2.409851312637329	10470.2295	0.7892036526474165	0.380787589557465	0.3454646244321468	2.6317641735076904	False
10	3000	16.13	24.23		6787.7266	0.7710334106316573	0.4002183298502948	0.34398574213697053	2.5028090476989746	9119.188	0.7833131917762762	0.3785770138183894	0.3437778959158527	2.7134437561035156	True
11	3100	17.43	23.04		7958.2144	0.7770987950425401	0.38947979162065416	0.35111243455710867	2.3767430782318115	10371.83	0.7886334601535452	0.3677005128852725	0.35452758143080954	2.584886312484741	False
11	3200	16.89	20.05		8341.224	0.787952714111106	0.3759095332968386	0.34964181398784705	2.389845371246338	11045.662	0.8002208448986186	0.34778612421680793	0.3506688938125683	2.607145309448242	False
11	3300	17.29	22.34		7930.419	0.7696445212806237	0.39877969415792397	0.35411363176125255	2.362717628479004	10467.548	0.7820485857528964	0.3745386840967263	0.3567056629326999	2.5715086460113525	False
12	3400	18.15	22.38		6969.146	0.7638906953529873	0.39765369296971426	0.354860534358441	2.370321035385132	9245.224	0.7754672518748682	0.3759357399654776	0.3581966323806561	2.5806467533111572	False
12	3500	17.12	23.07		7850.182	0.7613125147663803	0.40736221261442396	0.3577565390598921	2.3726799488067627	10573.089	0.7733755231101596	0.3851076727206241	0.3604204780455765	2.581712007522583	False
13	3600	17.04	20.75		9778.852	0.7785493872219069	0.3798911860019772	0.3552179024331457	2.4501051902770996	12819.951	0.792680670119367	0.35187434424738395	0.35641763255606895	2.6669206619262695	False
13	3700	16.36	23.67		9054.278	0.7785402656771714	0.3861412050866262	0.36035233809738876	2.3526387214660645	11968.304	0.7921029844926172	0.3585850616194956	0.36075162556722196	2.5651516914367676	False
13	3800	15.33	18.97		7189.1104	0.767549741240578	0.40830016540032477	0.36087568837920325	2.3665871620178223	9736.182	0.7819655051702514	0.3777263267335577	0.36341938522453654	2.5733699798583984	False
14	3900	15.59	20.53		7916.012	0.7738887263418353	0.405304164810992	0.35524454104758096	2.4649696350097656	10523.323	0.7871745929631536	0.3757401073108155	0.3588335830109825	2.681800365447998	False
14	4000	17.13	20.06		7240.8955	0.753615471511466	0.42949153488294256	0.37186294836232414	2.342332601547241	9758.755	0.7695875561955188	0.39836166419698227	0.3719834109866191	2.5566060543060303	False
14	4100	17.28	23.28		7509.0737	0.7502204976789412	0.42260884112727726	0.3763318318393415	2.3201346397399902	10199.043	0.7664612963888463	0.38942481108808064	0.37716670266917973	2.528721332550049	False
15	4200	16.45	21.51		7147.999	0.7568685074031064	0.4228092132686195	0.367311417598994	2.554593563079834	9743.69	0.7720380198031871	0.3916616771686035	0.3680026727608133	2.7716593742370605	False
15	4300	17.54	21.51		7008.0835	0.745453733103933	0.44177586464985685	0.379287134128646	2.343247890472412	9447.949	0.7612662173321145	0.41174681871884394	0.3778465905949337	2.55973744392395	False
15	4400	17.51	20.84		8432.149	0.7698260376097904	0.4043933516200946	0.38458638226016245	2.324899673461914	11119.758	0.785185930101137	0.3719979357677621	0.38274048444918807	2.537205457687378	False
16	4500	15.43	23.24		7915.562	0.7612367449913386	0.4189897606188924	0.3761057523725283	2.33577299118042	10558.962	0.7768144335083463	0.3860742387933314	0.3725652041879593	2.5519626140594482	False
16	4600	15.85	21.33		6971.7495	0.7380994967962231	0.4558031263583037	0.3886753460165487	2.370332956314087	9535.239	0.7554448461269098	0.42127691176534005	0.3863548666392739	2.585399866104126	False
17	4700	16.22	20.17		6903.3755	0.7409289252858559	0.44290282432392397	0.38409999187872773	2.3196358680725098	9394.973	0.7591169222329887	0.4062472873567011	0.3816810792794448	2.531536817550659	False
17	4800	16.23	21.29		7742.1436	0.7405839496306791	0.4483071796484081	0.3847922949259612	2.3157236576080322	10384.459	0.7586609702392808	0.41091659407268666	0.384674179562697	2.5227744579315186	False
17	4900	17.61	24.63		8815.384	0.7645186131979274	0.4150983589977869	0.38483935789580537	2.53631329536438	11688.632	0.7822325302872656	0.3760115159292063	0.3792213749994918	2.7479865550994873	False
18	5000	15.02	19.03		9135.092	0.7419324768106135	0.4542631339877574	0.3807138970649259	2.3083584308624268	12006.988	0.7596006006566267	0.41734093641203057	0.38045309953022205	2.5196380615234375	False
18	5100	16.55	21.79		8256.327	0.7513413795221737	0.43763628099114404	0.3931543527147888	2.3632090091705322	11098.184	0.7692734071813112	0.39978080687276796	0.3901359352567713	2.578256130218506	False
18	5200	17.23	19.82		11278.932	0.7636810323475566	0.4088407543717341	0.3968215534553323	2.2798516750335693	14497.279	0.7833279919322859	0.36838073940756827	0.39199666513342624	2.496887445449829	False
19	5300	16.38	24.01		8501.3	0.7713705765147596	0.40718552661875995	0.39272048077437227	2.3435373306274414	11181.015	0.787519374703582	0.37228515023868874	0.3860114226907518	2.5669190883636475	False
19	5400	14.94	20.94		7402.8975	0.7406009374142962	0.436595900790478	0.3973792853033675	2.4066762924194336	9867.104	0.7590133982149891	0.3988596162829482	0.39585290680304286	2.6207385063171387	False
19	5500	14.7	19.36		6917.244	0.7268849677431494	0.470642225926605	0.40231609257871936	2.2969627380371094	9454.927	0.7467367238560295	0.43317490813513126	0.39664864960654594	2.5149548053741455	False
20	5600	17.05	20.66		6975.3003	0.7361640665643062	0.4446343156005769	0.39218296136905517	2.4239163398742676	9454.604	0.7561828349126352	0.40393311932687387	0.39975683870001905	2.6421308517456055	False