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	2.377	12.02		229731.89	0.9840329999175709	-0.02078270121226078	0.2167617694994345	22.47492790222168	231015.64	0.9849178041495859	-0.02184011412306066	0.21818884711039468	22.24997901916504	True
0	100	9.81	8.408		23180.41	0.9788711274186354	0.003216655356440468	-0.14211238733071968	2.988521099090576	23698.197	0.9795420317265826	0.0022729205843963598	-0.13618024609174598	2.8446428775787354	True
0	200	10.25	10.2		13934.667	0.9508318467120475	0.09936469887135932	-0.1598543280226541	3.073606014251709	14562.652	0.9506934238415814	0.10059059017318743	-0.15602230573872813	2.922755479812622	True
1	300	10.81	9.255		15597.651	0.9249399039925974	0.14116331768448284	0.06943387292159163	2.9482858180999756	16284.174	0.9247901526319158	0.13892609150081717	0.07661003328366288	2.8043534755706787	False
1	400	9.474	12.06		20558.97	0.9555543818904965	0.06184550270676373	-0.16848512899682425	4.461886882781982	21374.56	0.9564482128593517	0.05913216409692277	-0.15958897363302663	4.330755710601807	False
2	500	9.671	8.757		13674.916	0.8909070417999215	0.19961137710539292	0.213763780806496	2.8832361698150635	14646.72	0.8918190861406415	0.19504596469999655	0.22134457356398524	2.7426745891571045	False
2	600	9.531	8.765		13755.477	0.8805547489791563	0.21849618001422577	0.32096310149216895	2.6982455253601074	14903.659	0.8799382445829912	0.219495114141377	0.31996808920170117	2.565983295440674	False
2	700	10.41	9.814		11810.519	0.8633360391883516	0.24433369009137418	0.31660254409413224	2.7789573669433594	12880.835	0.8626467802244201	0.24421297352884552	0.31829209333828123	2.650571823120117	True
3	800	10.53	12.1		12526.505	0.8579138918128678	0.2513277145929639	0.30559778886887684	2.711582660675049	13751.867	0.8587050816281384	0.2487080341581353	0.31031538987351426	2.5752651691436768	False
3	900	12.18	15.37		13237.906	0.8492265039029443	0.26622982689867086	0.3210299265534672	2.7769670486450195	14397.34	0.8500198763861592	0.2665925350687799	0.3244283598498811	2.6475470066070557	False
4	1000	12.96	18.7		12290.471	0.8401193356505703	0.2830008971359356	0.33239326990036877	2.6534879207611084	13508.207	0.8420215534287053	0.28051492862573657	0.33381197423525605	2.5240156650543213	False
4	1100	12.2	20.84		12691.423	0.835580862335885	0.289031694351816	0.33580049970152925	2.6418652534484863	13914.956	0.8367378672304696	0.2869522540342855	0.33437461348876607	2.5130462646484375	False
5	1200	16.84	16.84		18066.738	0.8715159630985667	0.2222321131242694	0.33500853882648735	2.640197277069092	19442.848	0.8743929679552902	0.2149266753578865	0.334523052740216	2.5193471908569336	False
5	1300	15.91	20.22		12905.64	0.8180924454257088	0.3134383241715906	0.3400613877141256	2.619298219680786	14110.887	0.8197381246911097	0.3076829779762072	0.3385760539061067	2.497474193572998	False
5	1400	14.81	18.12		12337.501	0.8233245971244145	0.2952351874305863	0.3340125452640082	2.6588995456695557	13618.881	0.8251037284095757	0.28846406811803516	0.33463124952303225	2.5237865447998047	False
6	1500	17.44	18.22		12529.4795	0.8108443631535718	0.3278660312329769	0.34320294606538804	2.6268250942230225	13651.332	0.8141021337722048	0.31839317512761806	0.34140565702215336	2.4978275299072266	False
6	1600	17.52	21.47		12131.679	0.8039242951834275	0.3509075827263719	0.3460180459029591	2.7065889835357666	13416.478	0.8075877550336795	0.3399495751757354	0.3441294223539508	2.596714735031128	False
7	1700	13.71	18.99		11769.078	0.8073756651634322	0.3497546734174901	0.3513427705768179	2.69767165184021	13118.129	0.8121420479483673	0.33670745307086736	0.3492840933406903	2.585149049758911	False
7	1800	15.77	20.12		11969.945	0.8000767070709266	0.3447409348278134	0.3504488862277616	2.687164306640625	13240.545	0.8037593958123266	0.33454047287044736	0.3492787175356909	2.550603151321411	False
7	1900	18.26	18.78		12095.833	0.7945980601938942	0.35474049385254675	0.353024451219063	2.6610541343688965	13364.481	0.8009931210701515	0.33948745068161207	0.35094697357773286	2.5469534397125244	False
8	2000	15.69	18.35		10855.89	0.7844296930054122	0.3769427355778225	0.35757291212880676	2.600511074066162	12181.961	0.7919154944645175	0.3611983973837754	0.35545969902989055	2.4726016521453857	True
8	2100	15.83	17.79		13605.228	0.8092141731645276	0.32781465934276366	0.3625154052679822	2.584630250930786	14852.274	0.8168080907079013	0.31185153363820234	0.35971526225735756	2.4678330421447754	False
9	2200	16.83	20.55		15785.243	0.8074453459450733	0.33569727002317945	0.36502585541591426	2.842444658279419	17180.168	0.81410218922964	0.3214842401286646	0.3634278943269808	2.730717182159424	False
9	2300	16.95	29.79		10296.184	0.7763522965252356	0.3848577965476543	0.3632984654368512	2.631321907043457	11632.036	0.785216501354328	0.36733905157771934	0.3600954432233216	2.524235725402832	True
10	2400	13.88	16.69		10666.744	0.7858171924459433	0.3694057396867098	0.3660015588318424	2.5684072971343994	11731.655	0.7963892831808553	0.345350966219463	0.3622477484732107	2.4484686851501465	False
10	2500	17.54	19.32		11813.723	0.7797966532592683	0.3865432925923717	0.36795785189947255	2.566948890686035	13051.631	0.7886299654706632	0.3677774596531597	0.36427359022807126	2.445564031600952	False
10	2600	19.08	19.23		11731.898	0.7793132191441223	0.38230736228954304	0.3710260764233955	2.598581314086914	12939.779	0.7873883928159647	0.36519497348090496	0.3672142821626364	2.4751453399658203	False
11	2700	15.67	17.88		9376.023	0.7800563148886358	0.37972574445698326	0.37012092492834053	2.581455707550049	10564.771	0.7887084857518021	0.3615716594424627	0.36684347368233156	2.456723928451538	True
11	2800	16.38	18.64		12254.007	0.7834506744674735	0.3793865291994615	0.37424249704231244	2.608581781387329	13359.411	0.7938398833949496	0.35546552527490854	0.3698803753716775	2.4848790168762207	False
12	2900	16.91	18.3		10134.683	0.772578890881616	0.40579587672309886	0.37518716518131634	2.5507326126098633	11413.383	0.7835279308259443	0.38273280745892113	0.3712283810168357	2.430495500564575	False
12	3000	15.66	18.91		12928.498	0.7912843517779002	0.37096866938279166	0.37359945072744344	2.564746856689453	14207.665	0.8026604210933956	0.34707747113047305	0.36969341833356556	2.447598695755005	False
12	3100	13.24	21.96		10270.762	0.7730839924650038	0.3981712338262184	0.3742037943928078	2.553755760192871	11324.502	0.786222155598828	0.3702529835940765	0.37062677774849284	2.4321420192718506	False
13	3200	16.32	17.94		13290.139	0.7792789275834363	0.39022387446973633	0.3803978228464831	2.557269811630249	14386.15	0.7920637700070826	0.3639690851687027	0.3746382854836049	2.436007022857666	False
13	3300	19.7	19.58		12104.04	0.7617007536949214	0.42114482950146526	0.382710672984532	2.543325901031494	13442.303	0.7754946897604845	0.39195527000507896	0.37745056844296	2.4324417114257812	False
14	3400	15.31	19.21		11847.578	0.7751884053716133	0.40382882426743594	0.3893326723692998	2.8103182315826416	13148.096	0.7891491868319617	0.3753242129916349	0.3832054685529616	2.7041685581207275	False
14	3500	17.01	17.5		11845.048	0.7600881936108875	0.4177525350879677	0.388272302192115	2.5156660079956055	13100.896	0.7753754817184307	0.38888140712117913	0.38274687058410833	2.4041216373443604	False
15	3600	17.7	18.22		11583.018	0.7654400252002845	0.41384830850497656	0.3857692832706541	2.552053213119507	12906.807	0.7808515771713259	0.3831927657626556	0.3806569755418255	2.4343197345733643	False
15	3700	15.88	18.86		10496.722	0.7537355424307136	0.4262416433290759	0.3937840756647299	2.519854784011841	11626.03	0.7686600139684162	0.3978524793764483	0.3856555182319446	2.406209945678711	False
15	3800	16.65	16.69		12724.492	0.7638240141100606	0.39847606942899294	0.39895303254933556	2.5285744667053223	13825.665	0.7760246747665117	0.37216215244542683	0.3886384806579697	2.420119524002075	False
16	3900	15.75	19.51		9903.038	0.7528135194548673	0.4315376697183301	0.392713944179523	2.514906883239746	11016.286	0.7700180516442318	0.39630840316711197	0.38684895958658677	2.414233446121216	False
16	4000	16.82	28.84		10822.419	0.7618052367597592	0.40843036294431984	0.3987597923083234	2.737018346786499	11943.781	0.7782095806888099	0.3752544187607956	0.3908136839579969	2.6059274673461914	False
17	4100	13.94	19.84		9910.719	0.7532423949641384	0.4392700737338516	0.39984810454401415	2.5789263248443604	11006.494	0.7689539251988001	0.4078288713034648	0.3912160765788327	2.473886489868164	False
17	4200	17.0	16.48		11229.441	0.7510299608875992	0.42830039590687297	0.3940337873765297	2.5524256229400635	12390.069	0.7661843084581845	0.3977558947609736	0.38779937779551465	2.4345359802246094	False
17	4300	14.77	19.37		15805.404	0.7601584231875488	0.41176567785763907	0.3974401277698261	2.570173978805542	17150.426	0.7755905318875221	0.3772574453375243	0.3904994833135153	2.470581293106079	False
18	4400	17.17	19.05		11165.149	0.752059749442758	0.4340869705298501	0.40528273129917014	2.492690324783325	12319.758	0.7710858247425669	0.3957006318189327	0.39726288706440066	2.3798961639404297	False
18	4500	15.57	18.82		12060.456	0.7597951257161155	0.4271519070479819	0.4027024052153713	2.5245518684387207	13043.942	0.7766028889257499	0.3889794088286797	0.39395254627324133	2.4366776943206787	False
19	4600	15.67	21.3		10213.926	0.7453022889809707	0.4403588056544871	0.40553440783312744	2.478646993637085	11456.917	0.7648221385388275	0.4016070800997588	0.39610323005969317	2.3761372566223145	False
19	4700	15.85	17.94		9650.119	0.7433887782426356	0.4561403555474065	0.4083237858534815	2.4707515239715576	10784.841	0.7626122243908257	0.417362257850858	0.39697293745720547	2.3714990615844727	False
20	4800	16.22	18.77		12527.017	0.7472234766083722	0.441882673617096	0.4154062182608974	2.4701955318450928	13835.966	0.7676776212507072	0.40115846000891653	0.4024085892071783	2.3674912452697754	False
20	4900	15.84	18.05		10554.327	0.749441248862743	0.4518484193151279	0.4100428596993832	2.4827656745910645	11746.21	0.7696543922589119	0.40960592389954636	0.4002793597841647	2.391146659851074	False
20	5000	16.65	23.72		12933.239	0.7494641272256893	0.4499827937341379	0.407528147418434	2.4755566120147705	14110.415	0.7700108686839006	0.4107081112145596	0.39707961323079827	2.3860042095184326	False
21	5100	14.85	17.48		10507.059	0.742871915809363	0.4490998425310309	0.4131335157219792	2.5311217308044434	11660.657	0.7634035205507366	0.40819078806870535	0.4003699389348952	2.4415900707244873	False