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	17.43	42.3		135416.19	0.9933168619901941	0.0012692666276976293	-0.25548473330007154	38.298789978027344	60073.277	0.9938818301549739	0.001871359816460379	-0.30854384130679424	39.35960388183594	True
0	100	29.39	28.87		9729.8545	0.9908353464992382	0.018687334934549694	-0.2561680413270738	20.65647315979004	5468.148	0.9914402125161978	0.020227613745757548	-0.23536629678328505	19.228736877441406	True
0	200	30.76	28.48		6239.591	0.9855575562590857	0.06069992981567675	-0.2567427906621285	7.0501275062561035	3950.416	0.9864007737277644	0.06676330145421337	-0.2371612732338143	6.608186721801758	True
1	300	37.69	28.18		13456.919	0.9885739320976998	0.03169435085075511	-0.2740182006032555	12.651884078979492	7384.748	0.9897154529054739	0.03501120229250273	-0.2762148762869429	11.50979995727539	False
1	400	29.04	28.18		13860.323	0.9902055086045489	0.02555116024313381	-0.29050139578486917	15.32183837890625	7515.2046	0.9908179209630863	0.026775279111588578	-0.3135018748491006	14.051156044006348	False
1	500	29.06	28.18		7182.237	0.9893035218846065	0.03822346439960769	-0.04876099220821344	12.345362663269043	4174.0747	0.9903672927781647	0.040526960386545664	-0.14313941688340684	11.264510154724121	False
2	600	28.94	28.23		5021.288	0.9797423709870619	0.0733712755247397	-0.14248604029147818	6.988278388977051	4016.1965	0.9814801201722549	0.07547268417773631	-0.2078819365207385	6.543650150299072	False
2	700	29.07	28.18		5259.5117	0.9833534351045169	0.06525111737275575	-0.22917016563073878	7.197474479675293	4143.742	0.9846298925057818	0.06855233554528602	-0.21115245642474065	6.732245445251465	False
3	800	28.94	28.16		5197.2227	0.9800695892782009	0.07341082768042455	0.21667337694163394	6.523067951202393	3753.341	0.9813640533458934	0.07720325639394811	0.3096287023616842	5.938574314117432	True
3	900	29.34	28.27		4686.493	0.9763970569621969	0.08813534356759341	0.2245034452167367	6.491815567016602	3647.3533	0.9784771580139102	0.09063585246402822	0.2925972460192805	5.928926467895508	True
3	1000	29.45	28.17		4784.02	0.9830340284744803	0.08501517329927351	0.20448436623645266	8.215407371520996	3814.0845	0.9846093799038067	0.0883932947794504	0.31327587443866073	7.372940540313721	False
4	1100	28.94	28.16		5815.76	0.9827882969405057	0.07387634627292014	0.02616132340793838	10.590094566345215	3771.4465	0.9840767188817128	0.07719936032249988	-0.006461444639934637	9.6049165725708	False
4	1200	29.07	28.13		8125.9517	0.9772694970607639	0.09059803467277759	0.24460499380208847	6.348453998565674	3607.197	0.9790039759594675	0.09228055083289408	0.25174408733985515	5.861020565032959	True
5	1300	29.3	28.14		6318.407	0.9797008634682199	0.06575045364867906	0.2400254922848847	6.392098903656006	3592.2761	0.9811895851908011	0.0667008212685149	0.28255923941154976	5.82327938079834	True
5	1400	29.49	28.15		4569.126	0.9818473107231915	0.07538598442242661	0.1348677494040882	6.9414963722229	3841.5186	0.9837579438591634	0.07671225859780094	0.1842537338987977	6.270519256591797	False
5	1500	29.07	28.15		4095.058	0.9740668581714133	0.09143829536231358	0.26350232390125233	6.286045551300049	3786.3892	0.9771745631217991	0.09089191486518701	0.31208461881912636	5.675961017608643	False
6	1600	28.74	28.13		4445.619	0.9794044645723201	0.06875319291288567	-0.17974607459398806	7.3035125732421875	3561.761	0.9812693218396566	0.07019124983011249	-0.195762685943172	6.949649810791016	False
6	1700	28.76	28.27		4173.691	0.9728333254509113	0.07782653368304468	0.14920949885389742	6.7848334312438965	4053.866	0.977040576568591	0.07533715306821573	0.13651084586056303	6.410183906555176	False
7	1800	28.66	28.16		6962.5415	0.970184479040629	0.09490273700839931	0.23873874532086395	6.371754169464111	3434.3662	0.9730217599867769	0.09504915421542542	0.2617471764920426	5.838799476623535	True
7	1900	29.21	28.17		5933.491	0.9845967750163527	0.048674299342544296	0.24219735943040085	6.429488182067871	4131.183	0.9853680231673394	0.05536022514819091	0.25280246828313374	5.882913112640381	False
7	2000	29.03	28.16		4562.516	0.980564124688403	0.0818010833153099	0.16844249350012716	7.113417148590088	3800.9438	0.9826950314072911	0.08394470791694321	0.21402611660578635	6.41988468170166	False
8	2100	28.93	28.32		4835.1167	0.9811624371266983	0.06434203888550842	0.2511495987500463	7.327120304107666	3670.9534	0.9824834167245152	0.067953754889798	0.27851972028728794	6.631841659545898	False
8	2200	29.09	28.14		4035.484	0.9712372474389626	0.08405214441434661	0.25882806810025766	6.347085952758789	4040.1304	0.9751937739182523	0.08171054601351119	0.30786257983584314	5.697108268737793	False
9	2300	28.93	28.14		3802.0637	0.968793086471579	0.10079026091853405	0.27164783557901445	6.253315448760986	3633.73	0.9731970256861029	0.09887079139442664	0.3098292109884346	5.632984638214111	False
9	2400	29.07	28.17		6167.6943	0.9772812100599376	0.06968267367059158	0.2754401034366586	6.27619743347168	4898.9624	0.981288100440053	0.06295251336461243	0.321539109279542	5.605043888092041	False
9	2500	29.08	28.14		3441.9355	0.9684810110022893	0.10540140630689002	0.25416316813196155	6.361975193023682	3436.5022	0.973004666689973	0.10232448548685395	0.293837148120228	5.744175434112549	True
10	2600	34.19	28.13		3451.3008	0.9676128582923637	0.10643047799671561	0.26604567879472485	6.324378967285156	3612.5066	0.9725347330224656	0.10255772919838226	0.3102170598642836	5.679141044616699	False
10	2700	29.07	28.16		3621.7925	0.9714765768297352	0.09964882231624976	0.27757833905669455	6.273049831390381	3543.876	0.9764334223014051	0.09623703279696069	0.3120091658203571	5.645596981048584	False
11	2800	28.93	28.15		3641.5488	0.9656530608416046	0.10000630771970595	0.24751153111766536	6.623176097869873	4013.3113	0.9723669841913956	0.0915475125586041	0.2998901448763429	6.054196357727051	False
11	2900	29.07	28.14		3440.8643	0.9664938493338074	0.09343943808568193	0.26249875429104363	6.284422874450684	3530.2134	0.9707713765414744	0.09182563323907778	0.2933485214187594	5.707608222961426	False
11	3000	29.09	28.24		3827.5989	0.9707946276718886	0.10432765888700739	0.2923440987278533	6.529938220977783	3779.5266	0.9759787859194694	0.09619220670087972	0.32044072497765286	5.902502536773682	False
12	3100	28.94	28.2		3505.6882	0.9608177215672444	0.11650702293696957	0.27932811593081525	6.274904251098633	3728.2576	0.9683150302874242	0.10936883829623079	0.3190521552358862	5.662444114685059	False
12	3200	29.06	28.22		3359.6768	0.9700898994899819	0.10981479255118763	0.2926147906796611	7.417340278625488	3344.906	0.9756253518321194	0.10132888320250964	0.3310369612707918	6.69224739074707	False
13	3300	28.93	28.29		3230.112	0.9646311862400262	0.12100756311045417	0.28889507953494414	6.398764133453369	3505.8337	0.9719485567482079	0.11125076115274518	0.3163872475375933	5.780695915222168	False
13	3400	29.05	28.24		3129.9402	0.9584195872109571	0.1180298502777317	0.2804579255380681	6.216341972351074	3469.5178	0.967525783753015	0.10644791619315117	0.31527001036975827	5.614137172698975	False
13	3500	29.06	28.24		3550.4844	0.9616277931196442	0.12032785524150029	0.28019998672533375	6.269363880157471	3652.3076	0.9698852874582884	0.10751641786713849	0.30685693101751105	5.7085371017456055	False
14	3600	28.81	28.23		2873.9058	0.9578777647682851	0.12897595432190398	0.2961804074531972	6.232776165008545	3492.7395	0.9679118772115771	0.11315286464827069	0.32278437301318813	5.631938934326172	False
14	3700	28.78	28.18		2697.1309	0.9556954546326939	0.13260783382610847	0.3004678818822327	6.197525501251221	3404.0005	0.9674209168911494	0.11513801356457083	0.3213345949690837	5.637914180755615	True
15	3800	29.12	29.77		2737.3037	0.9568694105042967	0.1290564115864005	0.3052695725457677	6.142557621002197	3251.7798	0.9673934837300979	0.1126570001653246	0.3260832574242183	5.5817413330078125	True
15	3900	29.27	29.18		2933.6516	0.9557263585988872	0.13292886607789078	0.3033423052223723	6.162356853485107	3266.7986	0.9662885475111938	0.11746431643147447	0.32343133038777216	5.601949214935303	False
15	4000	28.95	29.27		3513.1292	0.9694040847883608	0.11221726031350672	0.2905429039961201	6.4154462814331055	3876.1328	0.9761726154147353	0.09730133590835739	0.31505250961379483	5.805431365966797	False
16	4100	28.72	31.15		3813.2554	0.961687996405437	0.1145540920784194	0.2834779248458815	6.2427167892456055	4107.135	0.971706780670486	0.09311414871581347	0.3280032850849149	5.645992279052734	False
16	4200	28.92	29.2		3202.1443	0.9624841106539249	0.13602292342033478	0.29693757671527066	6.806145191192627	3441.3843	0.9724233815421647	0.11427543841725754	0.31547352170941745	6.185680389404297	False
17	4300	28.28	28.43		3077.8982	0.9500791524862993	0.14764222212321926	0.30480617483481015	6.1367106437683105	3295.505	0.9641534276968035	0.12086398629669638	0.32455854170615284	5.604614734649658	False
17	4400	28.79	29.11		3303.7017	0.9629979597549376	0.13146604068265955	0.30035413218265417	6.870560169219971	3838.9517	0.9735294502923348	0.10615472713333009	0.31099976126301737	6.275636672973633	False
17	4500	28.95	29.08		2564.9	0.952100096122745	0.15025427378850237	0.29673725556752695	6.591335296630859	3554.9636	0.9667680363178008	0.12236520565585539	0.3119624454200255	5.979149341583252	False
18	4600	28.9	28.6		2517.424	0.9488652434213027	0.15091435027757216	0.3097534180716313	6.107637405395508	3438.6785	0.9655202019233542	0.11679037412265954	0.323538554568279	5.588217258453369	False
18	4700	28.91	28.95		2530.6887	0.9409367566700482	0.16127550298890905	0.32288464038719844	6.072846412658691	3449.26	0.9603378951483434	0.12579528034559878	0.32456615476810896	5.58723783493042	False
19	4800	28.8	28.49		2476.5466	0.9420291367561257	0.16297294412456664	0.3362363349274578	6.024445056915283	3332.7302	0.9624728861503837	0.12142281871596393	0.33665963483014677	5.579503536224365	False
19	4900	28.93	28.46		2424.5374	0.9397601464345384	0.16814916581440487	0.33697567608847373	6.133622169494629	3293.8113	0.9619929124471408	0.12063113402537641	0.3276111570722986	5.718601703643799	False
19	5000	28.96	28.21		2323.7505	0.9387780660532535	0.1617288128276094	0.3351584607464152	6.070154666900635	3474.5276	0.9601619591839261	0.11797043543092574	0.34574526871897937	5.599807262420654	False
20	5100	28.5	28.91		2267.7607	0.9347549633295873	0.17361720558701224	0.35248468753236806	5.980081081390381	3498.4001	0.9599782803207584	0.12347790935725363	0.34748229684353255	5.520290851593018	False
20	5200	29.04	28.67		2327.4526	0.9289840665312762	0.17736406747686345	0.3591800770789459	5.886065483093262	3513.1462	0.955602208717283	0.1265872271813379	0.3602541899539314	5.425299644470215	False
21	5300	28.93	28.2		2349.9287	0.9327461901369731	0.17888900395147347	0.36214198092149474	5.9954352378845215	3476.796	0.9596133718046068	0.12335378236901584	0.34864363174979335	5.541280746459961	False
21	5400	29.07	28.34		2363.2295	0.9424347650448969	0.1633308231663696	0.34321358783610995	5.9756364822387695	3500.478	0.9657021677554789	0.10979839403478268	0.34679641874730216	5.524083614349365	False
21	5500	29.05	28.16		2606.5598	0.930084957185134	0.18608037095747676	0.3625454436545087	5.933024883270264	3532.903	0.9585013116710916	0.12593693621495994	0.36602261377386985	5.492236614227295	False
22	5600	28.9	28.16		2404.5425	0.9310967318752541	0.19097164264548602	0.3862526116366175	5.85737943649292	3385.1687	0.960763652543126	0.12462514699569038	0.38535379285348237	5.428640365600586	False
22	5700	28.75	28.13		2526.5608	0.9303430663704305	0.1925468676304785	0.3732380240229	5.807613849639893	3544.0457	0.9599490028408433	0.12568213054339802	0.3732948378024489	5.373939514160156	False
23	5800	28.73	28.16		2703.0393	0.9329337338489002	0.1868075942888318	0.3516647015822812	6.285885810852051	3451.9463	0.960599339803327	0.11936110622625996	0.3429495578104212	5.811582565307617	False
23	5900	29.03	28.16		2287.0942	0.9409558557312401	0.1934088618669036	0.3581011326840647	6.003607749938965	3588.3828	0.9661547085844151	0.1268432255878032	0.349194472700428	5.538295269012451	False
23	6000	29.07	28.18		2293.949	0.9292688092418466	0.20236945781630095	0.37870136900525025	5.806867599487305	3525.225	0.960408140090084	0.12913447422017246	0.3616018741952336	5.427212715148926	False
24	6100	28.76	28.33		2261.77	0.9150731863678395	0.2122921094636295	0.39253220783522125	5.804848670959473	3573.711	0.9539753093399579	0.12797379788188618	0.3692747972058618	5.433776378631592	False
24	6200	28.89	30.85		2390.9902	0.9293417740901565	0.18117303317679065	0.36367038504064836	5.977874279022217	3929.9006	0.9630187704306472	0.1047222440057281	0.37366024213318905	5.518067836761475	False
25	6300	28.84	111.1		2051.3237	0.9263278096211535	0.20969082953135582	0.3815344500206174	5.80370569229126	3580.3022	0.960536313886636	0.12766628872653496	0.37115559127572223	5.384685039520264	False