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	17.57	43.67		15296.122	inf	0.008714367095229561	0.0985540971974492	467.1280212402344	13524.359	inf	0.005124773191199598	0.07183706905435502	462.0257263183594	True
0	100	29.47	28.78		1166.3507	0.9646704461690465	0.02991042537843849	0.03834548560849078	6.484154224395752	1092.2542	0.9682481350586531	0.022744928493214207	-0.023553062668646308	6.513444900512695	True
0	200	29.64	28.32		982.9104	0.9580807947011964	0.06412171010824848	0.040821138816619106	5.88502836227417	988.11664	0.9630466285241606	0.0478412288130153	-0.01812022633446944	5.672713279724121	True
1	300	31.67	29.04		956.01105	0.956750286281922	0.05419157941530616	0.01621487147678433	5.934535026550293	986.1664	0.9625022397543371	0.039757333101112784	-0.043063640827109444	5.832714080810547	False
1	400	29.28	29.02		852.3371	0.9517479748941647	0.07083834878154993	0.038018471553966024	5.8925628662109375	922.36115	0.9584614747426065	0.05367001000779837	-0.022161905305962685	5.762390613555908	True
2	500	29.39	28.73		836.3139	0.9527323586064638	0.06978170333150348	0.06430000468779679	5.848640441894531	930.6449	0.9588813205073606	0.052797136930951234	0.0013118183910103766	5.683700084686279	False
2	600	29.4	28.62		2184.6555	0.9652181555613703	0.03666669643675233	0.05616217602715908	6.00673246383667	2102.2278	0.9692296425827029	0.027742718138694042	-0.010699964372341757	5.936461925506592	False
2	700	29.43	28.53		970.356	0.9595841670645244	0.039149101477590174	0.04679434844213129	5.852932453155518	1048.2179	0.9654915881103008	0.027459779271547684	-0.0188515511864665	5.681388854980469	False
3	800	29.07	28.56		852.24615	0.9553868521156736	0.05120967056673996	0.0322495114954386	5.866438388824463	947.3148	0.9617026875223919	0.037261313520390936	-0.03262254392573744	5.705049991607666	False
3	900	29.34	28.96		883.3935	0.957061789976921	0.04416966278456332	0.06379453199894211	5.850775718688965	1017.31616	0.9634968730146468	0.030895325454700702	0.007186243597201859	5.644603729248047	False
4	1000	28.64	28.85		841.2073	0.9529643280159525	0.06124322946202253	0.06986056417160012	5.8338141441345215	927.9069	0.9599172002155385	0.044186757452057024	0.01924022270788775	5.640189170837402	True
4	1100	29.78	28.85		841.3244	0.9513605801968837	0.06859195512031815	0.04983354824257124	5.898561477661133	898.15643	0.9584168412880063	0.05044191747284921	-0.003980618738952552	5.7721662521362305	True
5	1200	29.58	28.34		799.48895	0.9478807018707073	0.07610612891314959	0.07593865930329378	5.914135932922363	916.7423	0.9568569971178251	0.053617625158562575	0.05187301027935158	5.630136489868164	False
5	1300	29.28	28.34		764.0506	0.9512665034457024	0.06582341196308757	0.06848724379251486	5.889986038208008	918.3953	0.9590567890861915	0.04711145998556796	0.03800854597930319	5.624122619628906	False
5	1400	29.54	28.33		701.68896	0.9479794279512331	0.08056227851881907	0.009721165416860498	5.868288993835449	858.45087	0.9569499130416425	0.05613696372978622	-0.004760886919240313	5.631795883178711	True
6	1500	29.34	28.35		669.906	0.9440646370610569	0.08596304527662253	0.02286667557060912	5.911393165588379	857.64307	0.9553064057697555	0.05742898686204056	0.0395755772701229	5.725689888000488	False
6	1600	29.16	27.74		704.733	0.9469699282968718	0.07793541716120032	0.04678375070076124	5.86558723449707	871.493	0.9564379988570686	0.05450862020908297	0.02531829013583825	5.680465221405029	False
7	1700	29.14	28.35		679.9364	0.9438706026184989	0.08764869903702986	0.03235388733858983	5.899003505706787	860.79504	0.9541830681494574	0.06032676123922144	-0.008118268827345941	5.753024578094482	False
7	1800	29.17	28.4		737.9646	0.9467211052380518	0.07435480069259778	0.06151591932332464	6.079833507537842	906.2667	0.95720126299577	0.0491425689187575	0.05243751119767259	5.969791412353516	False
8	1900	28.97	27.97		754.9238	0.9442019480086342	0.0851834141128923	0.02690776471574693	5.926506996154785	856.30536	0.9550187144896785	0.05829229791076366	0.009192923295538554	5.650240898132324	True
8	2000	29.48	28.37		787.8728	0.9510864319969927	0.0768566579483925	-0.13490554644226233	5.963228225708008	907.7039	0.9587763003284135	0.0535685043712847	-0.09211790167605441	5.780416011810303	False
8	2100	29.11	28.33		661.09827	0.9418770374841845	0.0949028989206554	0.04170932420243814	6.042035102844238	829.6931	0.9542804175450026	0.060831642703863105	0.07010618521455095	5.904297351837158	True
9	2200	29.56	28.28		652.6944	0.9435132636564276	0.08635756593131874	0.03957610816072088	5.972278118133545	876.78845	0.9556403561426839	0.05606659929040371	0.052542441492021995	5.8195929527282715	False
9	2300	29.08	28.34		597.92523	0.9374642042943223	0.1023332472438809	0.0712076955830708	5.857031345367432	835.1234	0.9519944093670301	0.06516069678893284	0.10195986375515913	5.5846734046936035	True
10	2400	29.36	28.34		642.9126	0.9450101492979083	0.08202536734492707	0.03848892971743656	5.856988430023193	899.33777	0.9568640562206743	0.052348907772068014	0.059184556316408295	5.633596420288086	False
10	2500	29.34	28.42		613.58685	0.9444838333459245	0.10429905669977574	0.06241058442805701	5.868532180786133	824.6198	0.955092054593724	0.0710077879480462	0.04963060078707281	5.608616352081299	True
11	2600	29.44	28.29		562.94543	0.9387421660112386	0.10842481374686808	0.048207786381113886	6.161238670349121	808.6736	0.9526880575217653	0.06891051794480599	0.1058115419324518	6.008227825164795	False
11	2700	28.98	27.76		546.8806	0.9320578954758124	0.11444720300673934	0.09558896075227513	5.8364996910095215	828.40045	0.9499024240415782	0.0707555610939204	0.11799852320227892	5.572574615478516	False
11	2800	29.06	27.84		785.8476	0.9496428528203863	0.077999014620816	0.10764019177986943	6.1424665451049805	1032.125	0.9608236987733054	0.04751943914161526	0.09531446301054312	6.040363788604736	False
12	2900	28.88	27.86		1023.7935	0.9538663610281896	0.07004878396959693	0.0806065601833359	6.1602959632873535	1254.1547	0.963714815129041	0.04323602990444137	0.04609865500114766	6.100492000579834	False
12	3000	29.12	28.12		533.5707	0.9345038617243381	0.11580885976918727	0.177076252002719	5.818808078765869	805.8089	0.9513209979309311	0.07213947278920355	0.18485498108095355	5.605905532836914	True
13	3100	29.26	28.09		736.75653	0.9433806654244863	0.09472005786112059	0.1580507750961991	6.166901111602783	978.3656	0.9573012702396384	0.058810449039149934	0.23154549546865658	6.032304763793945	False
13	3200	29.01	27.95		519.8172	0.9270606640415199	0.12992950407349366	0.21856640954029613	5.786818504333496	792.5513	0.9474423183147938	0.07850185983652685	0.23503333731331075	5.530765533447266	True
14	3300	29.78	28.19		521.9366	0.9307797504477154	0.12340453058527436	0.16498263945938485	5.798253059387207	854.9873	0.9519035525284717	0.06905375291673038	0.1726619737397637	5.545098304748535	False
14	3400	28.98	28.35		619.9527	0.9401639624288534	0.09839822156147662	0.15730454481232253	5.843695640563965	984.45245	0.9578133875701663	0.05198860916620349	0.16641692394405425	5.65731143951416	False
14	3500	28.96	28.32		496.41095	0.9250022631011555	0.13838280877475678	0.150578093300989	5.801558017730713	818.73645	0.949503635361428	0.07483539141982735	0.15519693667470685	5.57969331741333	False
15	3600	28.84	27.71		492.3749	0.9272187357257161	0.14145176832948145	0.15496738294118223	5.927346229553223	823.29846	0.9506861126731363	0.07819713523688243	0.17753216332165897	5.758045673370361	False
15	3700	29.11	27.68		500.28363	0.922761009582573	0.14023030233775446	0.12831126658836067	5.865468978881836	810.7486	0.9476820353457659	0.07943418202744215	0.13444635419302026	5.576072692871094	False
16	3800	28.82	27.7		481.9806	0.9243928924967442	0.14246638063709288	0.13775633809651988	5.8495354652404785	845.5578	0.9506459596855521	0.07301834908765738	0.14241227782206028	5.568508148193359	False
16	3900	29.14	28.08		474.1664	0.9174419376936135	0.16098202138077541	0.14501193681214045	5.816193103790283	777.8684	0.9447712585084722	0.09038402761875561	0.17467550045091967	5.582736492156982	True
17	4000	29.29	27.81		546.8563	0.9273360911202704	0.12901486704357565	0.1329979807789629	5.833784103393555	879.3468	0.9510752794675209	0.0705499832449052	0.1459556938055522	5.624610900878906	False
17	4100	28.97	27.63		480.43753	0.9231346787565896	0.13603840866495195	0.19625467733934848	5.788424491882324	868.0534	0.9489349465850291	0.07135747651212969	0.19624241232830936	5.571245193481445	False
17	4200	29.08	28.01		452.7171	0.9233816984190278	0.15209887659238058	0.1659519274712806	5.790964603424072	831.34106	0.9488920139490992	0.08026031938826163	0.15357695985992223	5.564298152923584	False
18	4300	28.84	27.83		446.5604	0.9189837038389493	0.1604155475238299	0.1363311199802348	5.819565773010254	837.3352	0.9479803875370658	0.08282955338544186	0.14148687626069692	5.554584503173828	False
18	4400	29.25	27.68		526.8133	0.9194744131987486	0.15963843845329787	0.11889747553641791	5.831798553466797	849.273	0.9481048467113314	0.08113841494300726	0.1001707546659447	5.6480841636657715	False
19	4500	28.72	27.62		553.5229	0.9131994379544267	0.162021321121475	0.11435946207057267	5.880622863769531	841.70776	0.9453403736285212	0.08129696944147	0.09490795657230643	5.6017656326293945	False
19	4600	29.0	28.03		496.70944	0.9172503690344157	0.1623430979018793	0.09932059994846262	5.845264434814453	813.8568	0.9480445533947593	0.08131700023075683	0.10697271359820178	5.573084831237793	False
20	4700	28.9	27.67		473.52942	0.9222022126799098	0.16411915743045669	0.14396089954208474	5.808422565460205	822.9472	0.9482884852710985	0.08590658732571667	0.14490381836180954	5.590591907501221	False
20	4800	29.13	27.67		468.86447	0.9189553704520999	0.157210459716994	0.0866554494843868	5.825511455535889	842.6306	0.9494151189005516	0.07530089027337508	0.07810371920111749	5.604617595672607	False
20	4900	29.16	27.95		460.00214	0.9161991686245533	0.16371262997573768	0.12803254695969965	5.8256025314331055	851.5011	0.9479458182709969	0.07903322128418273	0.13238489479457108	5.561419486999512	False
21	5000	29.01	27.7		450.24844	0.9120377407888594	0.16599064807547928	0.10437842860500363	5.885534763336182	893.39813	0.9477916277222632	0.07555835600718434	0.10812994475458765	5.597626686096191	False
21	5100	29.08	27.64		429.07947	0.9100881082348985	0.17535771505711503	0.11077409974533353	5.8121819496154785	854.7394	0.9482040875581814	0.07606983335350008	0.10043593986415648	5.594302177429199	False
22	5200	28.72	27.61		498.5355	0.9240468913201978	0.13533723129353945	0.015270004775668323	5.939896583557129	904.1836	0.9519363299377721	0.06600784915704841	-0.025242902718571304	5.677286624908447	False
22	5300	29.13	27.59		426.9131	0.9081303670518386	0.18365134716794695	0.09641182560704585	5.8221540451049805	851.68024	0.9466052508801899	0.08369469326522028	0.07863824401425104	5.590203762054443	False
22	5400	29.0	27.65		464.4309	0.9174236309179223	0.16147806278744836	0.09426622334281413	5.821878433227539	880.50397	0.9498375658233902	0.07186211679953218	0.09581476017713805	5.586977481842041	False
23	5500	28.92	27.63		423.9918	0.908133582486162	0.18527444984623012	0.1071569089913521	5.815620422363281	828.4563	0.9467248263131972	0.08262626961664873	0.09651972173696002	5.597173690795898	False
23	5600	28.94	28.26		401.00745	0.9093855335808078	0.18981893341571124	0.12075416066632204	5.808261394500732	851.0046	0.9468912508329131	0.08627952084785119	0.10357189109073117	5.60504150390625	False
24	5700	29.18	27.61		392.17157	0.9030001878021567	0.18944495919246424	0.11226334880366616	5.816218376159668	849.81256	0.9458691283872964	0.08159291166723413	0.09630901859154757	5.610329627990723	False
24	5800	29.18	27.55		385.63525	0.9021474791466412	0.20641271322825708	0.14084276429842546	5.798573970794678	814.02985	0.9448888192419751	0.09197569939953724	0.1348069697965789	5.5700812339782715	False
25	5900	28.75	28.35		377.4495	0.9022662695829571	0.208128068619053	0.12959820013655587	5.861649513244629	830.3679	0.9437149971955017	0.0947431499170104	0.1276981850410722	5.6729044914245605	False
25	6000	28.8	28.09		365.4988	0.8966158655959878	0.21593247033856025	0.16987044244614577	5.772250652313232	814.7827	0.9424167796583309	0.09606615306830424	0.14224298523788545	5.5616044998168945	False
25	6100	29.08	28.02		360.88992	0.8950139591512642	0.2196952216918966	0.1635040367860843	5.787947177886963	831.3684	0.9449962874165082	0.08931577507594418	0.13547859529240172	5.591468334197998	False
26	6200	28.78	28.32		369.8772	0.9030258040120283	0.2119178525725397	0.15049856710686857	5.90432071685791	835.1429	0.9469799015651647	0.0870101437309564	0.13484543945361027	5.739656448364258	False