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	17.46	25.82		162055.47	inf	-0.003023089699019672	-0.20238090783055332	560.5457763671875	67440.945	0.9950163265858094	-0.004459898065993002	-0.32551577028516776	560.6748046875	True
0	100	29.13	17.32		10111.93	0.9868756217957926	0.03612071987096144	-0.1679321078889402	23.027877807617188	5071.224	0.9890210807700436	0.03787890725418395	-0.3034851024971942	21.93684196472168	True
1	200	36.27	99.0		10067.721	0.9826086934122374	0.05683177506309777	-0.19764008374722414	19.850034713745117	5268.868	0.9853130870973267	0.0478280298125911	-0.24384732251118743	18.775787353515625	True
2	300	29.31	16.32		12194.041	0.981720749480127	0.05411566665431434	-0.21732656272761627	17.222095489501953	6361.548	0.9857130356519509	0.04160381291327474	-0.2252611512628317	16.16046142578125	False
2	400	28.77	15.03		9510.185	0.9817946918789423	0.05789722359003379	-0.23176487424324546	17.02163314819336	4913.2124	0.9844397234209229	0.05858380996358313	-0.23395015119514373	15.955351829528809	True
3	500	29.02	15.29		8508.931	0.9788103806912206	0.07529613833660191	-0.21185770030476078	16.514528274536133	5109.4644	0.983443295932919	0.060971458564733544	-0.19726560775923427	15.44227123260498	False
4	600	28.64	15.51		8117.304	0.9764609427955756	0.08588104131280397	-0.1936235630578953	11.697122573852539	4729.3384	0.9816525710148614	0.07389768404647434	-0.16638943247733237	10.649483680725098	True
5	700	29.24	15.61		8115.682	0.9764410822599286	0.07019890338535392	0.1600530534135303	9.368535995483398	4803.7544	0.9811363107292485	0.06324163190493251	0.2766788048061231	8.318472862243652	True
5	800	30.82	15.52		12379.504	0.9779891233726584	0.06276476473889701	0.2596373404533505	10.07331657409668	6841.557	0.9839599250435292	0.045335193639286474	0.3109481054669067	9.020751953125	False
6	900	28.37	15.54		8369.929	0.9746543684772067	0.08829451412198501	0.263273495703784	9.749125480651855	4633.7705	0.9806567687324845	0.07586397021151144	0.3141724118757002	8.675304412841797	True
7	1000	29.59	16.28		7716.808	0.9734768891115007	0.08286485820075155	0.24265105631632955	9.167280197143555	5317.441	0.9817999306324481	0.056608235707941885	0.28158335213563335	8.105525016784668	False
8	1100	29.17	15.36		6507.605	0.9694987699957051	0.10181120855699491	0.2722888258233919	8.75759220123291	4690.6743	0.9789486504454722	0.077922292564012	0.3133241781980263	7.680685520172119	True
8	1200	29.3	15.0		7377.4907	0.97435067439791	0.09607083189301388	0.25885231445036316	10.033551216125488	4932.127	0.9824599181836958	0.06778163516007714	0.302506299571199	8.948001861572266	False
9	1300	28.53	15.4		6103.2305	0.9663068580752979	0.10413600163240204	0.2297601099913479	8.918085098266602	4685.73	0.9780320847161496	0.07396510523525815	0.27153229292806613	7.841378211975098	False
10	1400	28.83	15.45		7280.5635	0.966582194039373	0.10388752287178118	0.2600928848275653	8.730562210083008	4753.557	0.9781325653288551	0.07729200926577434	0.29449117253576795	7.66883659362793	False
11	1500	28.72	15.16		5901.4434	0.9648579425968581	0.10743429243014635	0.24830307506279098	8.783941268920898	4754.9785	0.9774618691660945	0.07709530184406216	0.28392633312237747	7.713669776916504	False
11	1600	28.77	15.1		6787.728	0.9636693308798805	0.1077549664259947	0.2507075927463823	8.843517303466797	4774.0303	0.9782743074331515	0.07432541021840866	0.2809855192835014	7.803281784057617	False
12	1700	28.77	15.68		5774.451	0.963894859705093	0.1095925221008101	0.25238319097282175	8.802251815795898	4639.254	0.9783770694697788	0.07478157383597583	0.2828324397582455	7.749327182769775	True
13	1800	28.9	14.99		5474.268	0.9609014961480535	0.11971312879458464	0.24008105871831667	8.881429672241211	4609.5327	0.9763362123430773	0.08287248228674515	0.28053357995729983	7.804617881774902	True
14	1900	29.19	15.01		8070.357	0.9767576613177116	0.07380142940342954	0.24809297907004	12.52780818939209	4921.3843	0.9834415849173157	0.06497361767705022	0.2734295572345756	11.435717582702637	False
14	2000	28.35	15.15		6159.3096	0.966146847799517	0.11645613562306603	0.2541282858336901	9.977611541748047	4944.917	0.9804220335128813	0.07178648464796966	0.2844299528288929	8.898974418640137	False
15	2100	28.72	15.29		5429.4097	0.9588044542186114	0.11637174755779504	0.2535158446178026	8.772110939025879	4608.2246	0.9760860635570069	0.07829685251866365	0.2827714432596911	7.726670742034912	True
16	2200	28.42	15.44		5335.75	0.959227518512374	0.12975825715220768	0.2717771264489195	8.78555679321289	4622.082	0.9762942512023248	0.08974729911257097	0.30817282035740956	7.702750205993652	False
17	2300	28.68	15.11		5275.35	0.9543129914113093	0.1340229512281018	0.26479693823291833	8.743265151977539	4528.782	0.9745054535156833	0.09094353081857072	0.30072291985724786	7.668796539306641	True
17	2400	28.82	16.14		5636.534	0.9589238706718598	0.12628235699426726	0.26480727356832434	8.774896621704102	4979.9224	0.977737418024443	0.07461107687971202	0.3041277004359612	7.683282375335693	False
18	2500	28.86	15.14		5441.6167	0.9514712576578016	0.12920786188013794	0.2789582511140106	8.652830123901367	5291.749	0.9766387220453587	0.06728195856319653	0.31333627282533993	7.587744235992432	False
19	2600	28.64	15.42		5489.2207	0.9542478149527153	0.14048631592804564	0.27492051574772347	8.834275245666504	4527.896	0.9755287007384064	0.09105904732455254	0.3073605211115508	7.764432907104492	False
20	2700	28.44	15.18		5246.5005	0.9492251706301895	0.1499737423538196	0.274367470271736	8.68761920928955	4546.536	0.9743679230450096	0.09094605424583291	0.3026702993257946	7.647715091705322	False
20	2800	28.95	15.49		5152.7217	0.9501996144752664	0.1578576927858282	0.27872918135853186	8.745369911193848	4547.942	0.9740127854597317	0.09907353289138664	0.31020495131198417	7.6854329109191895	False
21	2900	28.92	15.44		5147.146	0.9553485878079018	0.11847965621582998	0.2823801029087893	8.764738082885742	4672.1797	0.9753281988786643	0.07619903930440647	0.3142022967474178	7.703835487365723	False
22	3000	28.07	15.47		4339.093	0.9372748944583441	0.17074813774166578	0.298406709656689	8.524012565612793	4587.974	0.9719388223332142	0.09317241996104181	0.3265589786779381	7.4914045333862305	False
22	3100	27.96	15.93		4536.361	0.9378949005946182	0.1747980957305784	0.3052503085173633	8.53199291229248	4455.5195	0.9713136645226353	0.09832283424223177	0.33113265036041845	7.508345603942871	True
23	3200	28.24	15.22		4445.65	0.9360472670928374	0.18118970876209312	0.30665469856673866	8.478490829467773	4556.749	0.9704531056398009	0.09894971733824469	0.3365507066994502	7.4392409324646	False
24	3300	28.64	14.98		4874.112	0.9303231959575355	0.18700481437257055	0.3194309051418607	8.41875171661377	4680.504	0.9699981702106021	0.09709421478920008	0.3465064436290802	7.394204139709473	False
25	3400	28.69	15.42		5515.784	0.9467153079982669	0.16529971683801192	0.3115492125817653	8.737048149108887	4866.184	0.9770166612457422	0.07857613805707495	0.33911454311686556	7.697896480560303	False
25	3500	28.74	15.1		4435.1196	0.9319243344733988	0.18439881992386856	0.3237733286569108	8.500093460083008	4478.0166	0.9691882729478181	0.09812823543243057	0.3602709269263615	7.444844722747803	False
26	3600	28.58	15.23		4719.986	0.9367555270975927	0.18152023859518543	0.32661903638165	8.505709648132324	4555.015	0.9714729571947807	0.0995973696550326	0.35347078534816	7.473459243774414	False
27	3700	28.43	15.25		4180.612	0.9243508631421364	0.20432251964157014	0.3429244871250001	8.296496391296387	4676.366	0.9686885201411969	0.10318925253466417	0.3717572338733467	7.268497467041016	False
28	3800	28.77	17.19		4276.5635	0.9290326037487552	0.18622707765024293	0.3540444791150002	8.378777503967285	4564.5986	0.9695070226643354	0.09190470842328038	0.38213223283050873	7.347711563110352	False
28	3900	28.97	15.38		4374.096	0.9264196178945009	0.20928066912261778	0.35869252582360966	8.359103202819824	4435.626	0.9676455020323879	0.10974683663429034	0.3876451133439654	7.326743125915527	True
29	4000	28.77	14.97		4490.4546	0.9165718337235101	0.21719416332825453	0.3562031650738135	8.192413330078125	4495.4697	0.967699780771878	0.10193383198175102	0.3815797097949713	7.179037570953369	False
30	4100	28.36	15.51		4957.6694	0.9316995787185468	0.1983770881203264	0.3454140248652112	8.292423248291016	4491.9575	0.9710929251757219	0.1021294801057052	0.3699151566627604	7.298669338226318	False
31	4200	28.41	15.18		3843.543	0.9075338277821107	0.23594676410984605	0.3710081488648741	8.112510681152344	4494.4062	0.9669223961490859	0.10129109470908988	0.3942480245128524	7.117969036102295	False
31	4300	28.72	15.01		4029.126	0.9295162198678467	0.20942993602023255	0.366819503992926	8.200761795043945	4487.4854	0.9733677770513329	0.09314797440400406	0.385462942048929	7.242147922515869	False
32	4400	29.04	15.35		3574.8403	0.9025768781024455	0.2481388344255298	0.38085305318060564	8.017810821533203	4487.6465	0.9670525968123537	0.10322972279275877	0.3981927081206431	7.059874057769775	False
33	4500	28.74	15.77		3914.244	0.9066233723119305	0.2472805782663281	0.3923356505875315	8.050195693969727	4550.657	0.965894841885821	0.1065056628807881	0.41383285658029284	7.048410415649414	False
34	4600	28.77	15.23		3717.1016	0.9021885862930686	0.25183644056670135	0.37315544552829516	8.282746315002441	4468.9106	0.9665813107550777	0.10039632651662339	0.3874348018597404	7.390838623046875	False
34	4700	28.98	15.06		3733.3809	0.8918115117003549	0.26382075664252147	0.39920893301691446	7.957198143005371	4590.85	0.9641717913309418	0.10440554530553789	0.4217746315657603	6.961855411529541	False
35	4800	29.2	15.28		3959.0024	0.886385225355646	0.27146378293967394	0.4018039095232294	7.957278728485107	4654.9414	0.964333054219882	0.0989372125718351	0.4153467711596211	7.05051851272583	False
36	4900	29.12	15.25		3795.562	0.9051624645007434	0.26072190047713284	0.4129236858739227	7.965353488922119	4357.753	0.9675890855960004	0.10232538286541772	0.430834980380638	6.985956192016602	True
37	5000	28.32	14.98		3346.2058	0.8844072522436017	0.2812259908602921	0.40379257616344516	7.9070820808410645	4459.2993	0.9630746740993892	0.10867000948212002	0.4202668507871967	6.9925537109375	False
37	5100	41.26	32.36		3398.0225	0.8898272833658619	0.27706820769607104	0.40258127630324003	8.735306739807129	4482.713	0.9661880182734529	0.09901637041449844	0.40763689112441504	7.887016296386719	False
38	5200	65.58	28.86		3360.6616	0.8734454220603322	0.30658526897982896	0.42157210668953565	7.982298374176025	4554.8896	0.9609212216934606	0.11365203523358827	0.446743954150296	7.009679317474365	False
39	5300	63.78	29.04		4167.823	0.8670876346912484	0.30046420013016895	0.4119938250112234	7.878146171569824	4740.615	0.9618536286703323	0.10423364207164569	0.4228595702000398	6.978656768798828	False
40	5400	64.04	30.01		3550.7446	0.8833025264132439	0.30783096422456196	0.43840934377304597	7.874870300292969	4463.325	0.9647585847478524	0.11141587354502867	0.45867843217263515	6.919436454772949	False
40	5500	64.99	29.94		3740.0503	0.8515758335636978	0.31953853661662707	0.42444705239061714	8.166637420654297	4697.2437	0.9597764670732664	0.1043146636575914	0.44177409765912334	7.238898277282715	False
41	5600	65.27	28.31		3054.026	0.8591160359403244	0.3331694617192741	0.4266441693131504	7.787435054779053	4390.61	0.9622584578372524	0.10500849908781591	0.43754575171097915	6.922046184539795	False
42	5700	66.03	28.35		3104.9912	0.8556222452065398	0.3306300495504315	0.43694902371697936	8.122122764587402	4483.965	0.9606792368669156	0.10497996861465667	0.4335595907386068	7.315700531005859	False
42	5800	65.36	29.0		3238.7354	0.8656393284518488	0.3220148739753229	0.44075501660837285	7.725963592529297	4524.857	0.9647681071763494	0.0940616173781022	0.4442520902042339	6.937098979949951	False
43	5900	63.85	29.76		3209.5818	0.8422385715149071	0.3606197116160504	0.4416696446164283	8.012029647827148	4429.9717	0.9598767792065203	0.10967317916899692	0.43169848487257545	7.276001453399658	False
44	6000	66.1	28.16		3635.793	0.8289003834604994	0.3738446049449736	0.4590654940371974	7.710165500640869	4628.9453	0.9579570506255394	0.11136890589021853	0.4538813923899892	6.900813579559326	False
45	6100	64.94	28.5		3735.738	0.8272808832073386	0.3766747592602213	0.4576462236789124	7.688787460327148	4614.625	0.9596537690818419	0.10617929465928179	0.4526800170005185	6.951744079589844	False
45	6200	65.62	28.49		3382.9553	0.8262378901744735	0.37460544755373754	0.45581223156141354	8.588315963745117	4550.283	0.9561627149041603	0.10985114002171313	0.4400214300625583	7.835620880126953	False
46	6300	65.03	28.47		3399.562	0.8075080275197098	0.393753610011249	0.4740421179971681	7.410624027252197	4711.8364	0.956139121489622	0.10551408404740184	0.46767810126499093	6.640876770019531	False