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	5.49	25.54		919891.94	0.9766122350109945	0.0015387438827854146	-0.28681457576414254	182.89468383789062	74792.875	0.9769837311385725	-0.007575838843182095	-0.256826886278846	180.31387329101562	True
0	100	9.967	22.51		79269.836	0.9762797683162355	0.014071824718404395	-0.36991183629577307	16.7894344329834	234612.56	0.9691224670713274	0.027444333109025623	-0.3250447203237242	17.64631462097168	False
0	200	9.484	22.76		76382.164	0.9704408642632514	0.02518678883999982	-0.36927051032520164	3.3280882835388184	25614.504	0.9708100947212136	0.014823407493060015	-0.31997305475178683	3.4859681129455566	True
0	300	10.14	22.4		43060.285	0.9709856763314615	0.028948670082541275	-0.36769273548251236	7.892008304595947	34795.56	0.9646516718644177	0.04075078165569899	-0.3209131915750075	8.435674667358398	False
0	400	9.653	22.7		51707.625	0.966590902419046	0.032491569177404186	-0.3522267090680029	11.232542037963867	22731.883	0.96704818521698	0.023299801153518363	-0.2963291607693305	11.787778854370117	True
0	500	10.01	22.31		31955.99	0.9648639058424197	0.05243715124350403	-0.34841143703159666	3.749910354614258	24373.748	0.9623121233363663	0.05105807690736473	-0.29650801673153737	3.8544702529907227	False
0	600	8.875	22.45		33770.86	0.9662066206137823	0.041824987239572106	-0.3516195759359977	3.677518367767334	23782.701	0.9649480215653528	0.034205117470986236	-0.29940497913375574	3.8688111305236816	False
1	700	12.26	22.47		1120661.1	inf	-0.012724987313796609	-0.26322198721856943	5.717911720275879	91082.76	inf	-0.017238190251850718	-0.23435162716223848	6.132177829742432	False
1	800	9.562	22.71		36851.953	0.9753396559739275	0.004384572013236185	-0.1572676296963102	23.620336532592773	37828.848	0.969948473059098	0.01422588554689113	-0.1840435705454658	24.6329402923584	False
1	900	8.276	21.98		353151.62	0.9751607271547071	0.007434253791905263	0.2601220134832841	6.477147102355957	42776.25	0.9756574705631653	-0.0023773313811968123	0.1653909718146739	7.039001941680908	False
1	1000	9.498	22.6		90712.74	0.9752159090594292	0.00643454629881931	0.14408440303169828	8.929308891296387	29396.033	0.9754810454757309	-0.002992073044717129	0.05418982970901616	9.557781219482422	False
1	1100	9.634	22.24		41064.625	0.9776312977848909	0.006090462130219421	-0.1406983681737995	5.12531852722168	55583.934	0.9718331267340021	0.01585535065011365	-0.18434276676664754	5.554159164428711	False
1	1200	9.77	22.67		38436.492	0.9713973193944757	0.02803405656597039	-0.2027786180851914	3.3290116786956787	30096.22	0.9678761332235226	0.03223548122668918	-0.22838980243254575	3.428854465484619	False
1	1300	9.709	22.33		85108.305	inf	0.0008681536923633556	0.32922011773095977	8.662091255187988	241666.02	inf	0.01123039544176879	0.2397107509654214	9.353755950927734	False
2	1400	9.522	22.56		31452.502	0.9686441420093473	0.03648300686806042	-0.2959959320066441	3.7134382724761963	28676.66	0.964745355515042	0.04097850991712251	-0.268518474297505	3.7864015102386475	False
2	1500	9.549	22.56		511109.72	inf	0.01100122888406712	0.3344541747266857	2.874742269515991	51177.68	inf	0.0009061982001722044	0.2450760587801602	3.4213473796844482	False
2	1600	9.597	22.6		48389.098	0.9735196383527309	0.007920244424815292	-0.2544528360109863	7.085733413696289	31192.424	0.9697527439473658	0.017250932743275507	-0.21937804545821044	7.600574493408203	False
2	1700	9.763	22.28		307722.53	0.9758524801272224	0.004399671710207938	0.28948998785630387	4.407163619995117	41393.4	0.9762765269418234	-0.00523900732013379	0.1889445998041018	4.80487060546875	False
2	1800	9.656	22.68		37340.41	0.9793188417047676	-0.0029433360871906978	0.2547101113224247	10.590523719787598	50596.69	0.973607125704367	0.006789526376669166	0.1704577492362391	11.28033447265625	False
2	1900	9.68	22.36		47541.336	0.9710813749716076	0.02911130544208716	-0.33967755448785414	3.523650646209717	29240.256	0.9680918524864325	0.026655107940602458	-0.2666726663187818	3.598890542984009	False
2	2000	9.561	22.57		38754.9	0.9772132295229706	-0.0030160220198530117	0.23726026391056718	3.0254597663879395	36885.035	0.972073184580809	0.0063255288108776085	0.14899837257651835	3.2680130004882812	False
3	2100	9.465	22.27		60249.113	0.9748770339255001	0.0027541895934749113	0.07706208608504261	3.002842903137207	28789.016	0.974433631019558	-0.0066008181638035025	0.004169329105359064	3.213520050048828	False
3	2200	9.57	22.6		51632.79	0.9793893315977822	-0.002593364969282132	0.21696752038805303	7.06901741027832	97144.55	0.9736913127044214	0.00711940299224235	0.1215355797864445	7.627623081207275	False
3	2300	9.752	22.5		44481.117	0.979480162993214	-0.0032041074917022305	0.29670248294693585	11.53977108001709	59731.52	0.9737592691284334	0.006613588020881255	0.19968346497476439	12.276701927185059	False
3	2400	9.462	22.75		42906.113	0.9792354729227682	-0.002959346874911153	0.22360539244882402	4.602660655975342	50531.426	0.9735380197703867	0.00683472015657148	0.1364964145149198	5.006623268127441	False
3	2500	9.677	22.33		38621.785	0.9766448099652019	-0.0027366025148695366	0.2429873744681011	3.5790698528289795	35674.598	0.9715641065479321	0.006912049247104485	0.1494935751651366	3.9073173999786377	False
3	2600	9.776	22.78		59995.28	0.9775485546161533	-0.004226188261416836	0.29114552492298307	2.7014098167419434	29417.24	0.9772388155852337	-0.012678891918207728	0.2007689508421082	2.9102132320404053	False
3	2700	9.646	22.44		25786.26	0.9790846103855247	-0.004841774620246438	0.27406940100134386	4.693954944610596	36931.86	0.9741784110777665	0.0037121721017841732	0.1794062231418662	4.729019641876221	False
4	2800	9.359	22.38		38877.566	0.9795916275341295	-0.0035104430250730207	0.29409816659715277	7.887824535369873	73697.484	0.9738901843790999	0.00617560404333336	0.19733076474462904	8.52957534790039	False
4	2900	9.595	22.25		28584.887	0.9804118270922205	-0.0036155451232005313	0.2632920716594391	3.8002524375915527	71815.44	0.974963726595754	0.005203576030715021	0.16728912468932527	4.272061824798584	False
4	3000	9.658	22.54		128734.97	0.9769493197966556	0.0013377303928456005	0.2537732361668371	6.260479927062988	32464.764	0.9772313920580707	-0.007846455695666216	0.1632264281034057	6.9606804847717285	False
4	3100	9.718	22.48		24743.28	0.9794812361739624	-0.002318193810252173	0.13451210768876276	5.882028579711914	59928.266	0.9739264001957185	0.007016176686157028	0.048001182080191176	6.373366832733154	False
4	3200	9.365	22.56		75891.164	0.9771051453737872	-0.0006720036189539544	0.29362941548914395	4.375027656555176	30200.775	0.9772817952783363	-0.009450106108328091	0.19934605364392527	4.82747220993042	False
4	3300	9.692	22.24		298993.97	0.9761206190830326	0.003853257055540005	0.309296989492701	3.0753984451293945	42561.332	0.9764899776546512	-0.005353296239178643	0.22063197369754145	3.441206216812134	False
4	3400	9.649	22.52		24885.225	0.9736493697092692	0.007203786256403262	-0.04607816993069659	3.16582989692688	29829.83	0.9708721414736373	0.00230992922659758	-0.10628174192104536	3.413722276687622	False
5	3500	9.615	22.35		50510.336	0.9805702911673284	-0.0038954215373488174	0.26566622172679244	3.1574888229370117	111769.266	0.975209804398264	0.004559336375096596	0.16619002971997765	3.432738780975342	False
5	3600	9.713	22.6		30298.207	0.975813430201049	-0.002904292212788781	0.25198502788028454	3.6453070640563965	32942.9	0.9715668520896797	0.0057960077087366585	0.15967015703546203	4.030449390411377	False
5	3700	9.58	22.58		43163.035	0.9772322076616881	-0.0011970737592434315	0.2613812334846457	4.31450891494751	29575.547	0.9772145750220055	-0.009896570209016419	0.16708988910821257	4.800776481628418	False
5	3800	9.684	22.47		48748.875	0.9761113637244848	0.001715435590707144	0.2306680530767876	2.8537161350250244	29144.299	0.9760933962017517	-0.00736541329168868	0.13317614786712537	3.0009922981262207	False
5	3900	9.667	22.18		21021.568	0.9747088820094396	0.00027446444896895254	0.21594493538944756	2.8647053241729736	32140.967	0.9706453185423173	0.00891546878557887	0.11687202079117459	3.095668077468872	False
5	4000	9.619	22.61		19683.562	0.9749451435692659	0.0006657420735094785	0.17782893536255234	2.8448493480682373	32860.188	0.9706092494080603	0.009582143614468845	0.0806891395557667	3.0304510593414307	False
5	4100	9.689	22.52		54985.5	0.9749652615474844	0.007760660915273582	-0.022482847379557556	2.9921748638153076	29080.484	0.9752901697387822	-0.0018944443611127475	-0.07804746757654765	3.1508405208587646	False
6	4200	9.753	22.36		22693.898	0.973486458789099	0.004341390299349266	0.2851673762043331	2.951510190963745	28808.156	0.9715125397991649	-0.004271147251349408	0.1744672071406572	3.203998565673828	False
6	4300	9.494	22.52		21554.03	0.9756805793132338	-0.005702450862124018	0.314276797929859	4.09887170791626	29468.768	0.973622606987924	-0.01298057106326963	0.20308734000670506	4.1014909744262695	False
6	4400	9.706	22.47		33207.93	0.979258369225834	-0.00038886604855662126	0.3292928009109012	2.8881328105926514	99127.76	0.9737907176425232	0.008457198619544349	0.22438093509558393	3.0361576080322266	False
6	4500	9.492	22.25		37944.516	0.974929180198191	0.003144506829928277	0.11901212441291602	3.109034776687622	28843.285	0.9745457765280193	-0.006184881616395283	0.0449493076600625	3.3605399131774902	False
6	4600	9.583	22.54		37866.234	0.9727631800455407	0.012775471330943505	-0.28224030761963986	3.5546393394470215	27931.482	0.972998238784859	0.0026581214343481072	-0.2667767694171985	3.7174291610717773	False
6	4700	9.504	22.72		29410.934	0.9718885839021972	0.02163953457414676	-0.25277746548261615	3.298064947128296	29630.34	0.9687378265679633	0.02319128906887939	-0.24428246756956568	3.440638542175293	False
7	4800	9.695	22.65		29892.578	0.9737669877475302	0.009204614756430207	0.17578384507445352	3.026958703994751	30327.605	0.9704768364265645	0.011670589958730063	0.08388801186290072	3.300555944442749	False
7	4900	9.531	22.44		27973.375	0.9726158124857626	0.011451067787310174	-0.16406260157549055	3.049254894256592	28613.553	0.9708150877854518	0.0017134998670353808	-0.17434972207943975	3.23291015625	False
7	5000	9.724	22.38		31595.58	0.9798142987443017	-0.0025053322424955686	0.2591787445976716	6.074033260345459	60719.04	0.9744161996662873	0.006121828090881431	0.157720031820971	6.672158241271973	False
7	5100	9.52	22.58		35446.3	0.9792382785484463	-0.001190715600255721	0.09576233448806325	3.228792190551758	85458.06	0.9737990491745662	0.007716346635109659	0.021908994565567982	3.497283697128296	False
7	5200	9.731	22.49		26431.69	0.9750787677560961	0.0013256260525569773	0.1393494575244643	3.2044641971588135	33171.727	0.9706411625142827	0.009568811817110324	0.05964824405710868	3.4865574836730957	False
7	5300	9.616	22.47		36362.152	0.9782934847091866	0.003159826594788454	-0.24954456168939437	3.774688482284546	83125.74	0.9728633397806186	0.011969857067277514	-0.24184670955795803	3.7924728393554688	False
7	5400	9.572	22.42		25659.744	0.9728114266179942	0.01867250951633292	0.06260522862589168	3.035709857940674	29750.045	0.9696809530946585	0.019800273687218522	-0.02466522703428041	3.284822940826416	False
8	5500	9.493	22.61		36083.445	0.9755485572087615	0.005027021597787918	0.11754544942323178	2.9215095043182373	29140.816	0.9759613260142863	-0.004763664916588325	0.023618423268002772	3.154120683670044	False
8	5600	9.738	22.23		42189.375	0.9766272393344838	0.0023498396275268155	0.17179044334060514	2.9297685623168945	29883.13	0.9770432071443106	-0.006927055531082396	0.07222239921093485	3.23599910736084	False
8	5700	9.505	22.89		23487.408	0.9764782200840751	-0.002765578218648729	0.2650301792734583	4.193703651428223	28838.201	0.9756218005344754	-0.011581647048137904	0.16464787754015922	4.710556983947754	False
8	5800	9.683	22.27		21091.98	0.97417218661391	0.0036472529294776204	0.20549599289356313	2.8262856006622314	28226.492	0.9732055267208252	-0.005987945051362454	0.10583908747520568	3.0016188621520996	False
8	5900	9.126	22.5		19164.928	0.9721276639369102	0.01681108806707327	0.03657463386309987	2.9557762145996094	28427.324	0.9700248866794436	0.0076384129640233115	-0.030149180983240147	3.16528058052063	False
8	6000	9.682	22.39		22139.66	0.9745848016361998	0.0039294547232638175	0.17902846178530357	3.2663192749023438	28076.867	0.9737372038734539	-0.005557637223362326	0.08759531283964653	3.625927448272705	False
8	6100	9.707	22.97		21074.365	0.9721261627461254	0.013963631368700921	-0.09033370555181769	3.0854079723358154	27498.941	0.9711428832133633	0.0034050309511164585	-0.13104211493945325	3.309407949447632	False
9	6200	9.442	22.36		33125.934	0.9736744333293275	0.008774274796993166	-0.04179942069960433	4.049998760223389	27950.72	0.9734382526742621	-0.001808980831650857	-0.0896617243801692	4.4051432609558105	False
9	6300	9.563	22.49		105967.586	inf	-0.0029788615541710573	0.2784360578731495	2.980931282043457	33661.242	inf	-0.011306910595045181	0.1824953790365986	3.5296833515167236	False
9	6400	9.731	22.32		19757.043	0.9710730870323463	0.021681267646871605	-0.2610930662865658	3.265192985534668	28606.342	0.9697159260831226	0.011743177352529697	-0.19456723398027564	3.3550045490264893	False
9	6500	9.501	22.56		17226.756	0.9744155325990266	0.007700307659307116	0.1434740632038349	2.885298252105713	31557.1	0.9706986561863523	0.013802896471733885	0.058157152950655544	3.060521364212036	False
9	6600	9.695	22.23		25429.953	0.979601805428809	0.001129570988025767	0.21842206639838865	4.104694366455078	67981.875	0.9744267195595302	0.008978932499502457	0.1223721468275431	4.583774089813232	False
9	6700	9.513	22.42		68313.555	0.9755380957359695	0.004809238639024549	0.1682218673711225	5.770026206970215	29692.06	0.9758991195461454	-0.0050963285913055885	0.07649391870888922	6.277284145355225	False
9	6800	9.657	22.53		62083.35	0.9764441952980669	0.002068543090043738	0.1630927581862671	2.8392493724823	29865.121	0.976753044224751	-0.00735529212384895	0.07256583252115428	3.053502321243286	False
10	6900	9.726	22.43		33817.043	0.9793491270987097	0.0006124643022129382	0.15550737937350637	3.69282603263855	69376.56	0.9740649499233599	0.008732471678170666	0.0710059720830139	4.076943397521973	False
