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	26.88	97.9		600172.3	0.9822746130599982	0.000504128545807091	-0.39277326228403586	207.65084838867188	97079.625	0.9813981312077374	0.0005297063438669761	-0.40078395490977947	209.3860626220703	True
0	100	42.69	83.99		54309.598	0.9733847187124238	0.03517175191708204	-0.4884963720730286	23.54961585998535	47408.58	0.9734756460969798	0.03254033804073128	-0.49239968021264663	23.50904083251953	True
0	200	50.78	72.68		62444.13	0.9723413590245743	0.036678888125663715	-0.4782590907956571	11.533915519714355	48710.117	0.9723541946646608	0.034463872408197635	-0.4810524530891759	11.64385986328125	False
0	300	43.25	79.42		110798.9	0.9838725297513515	0.0014704826959657084	-0.4739317881922861	19.339096069335938	63068.09	0.9830447688441822	0.0014416077510299552	-0.47161961451359974	19.353870391845703	False
0	400	36.47	85.52		43324.27	0.9807353981294734	0.015756440345897554	-0.47168916044221065	7.124515533447266	75073.06	0.9803076183345787	0.015627825100172663	-0.4781389922447958	7.406528472900391	False
0	500	71.88	71.63		14556.906	0.9814920784295129	0.010876738671775216	0.033922659903865275	5.291705131530762	54947.445	0.9810919572937624	0.009120638363366549	-0.027847093621413885	5.6727519035339355	False
1	600	41.95	84.69		13681.65	0.9786445708880737	0.02242192262000785	0.015464315672945195	5.660708904266357	53406.74	0.9785435512273725	0.020477251463800597	-0.04389922489629914	5.949391841888428	False
1	700	34.81	84.85		31097.984	0.9844833897312895	0.007714196543083123	0.39844668090223573	11.617476463317871	202780.6	0.9840255518421553	0.008162869228194149	0.3748464346122265	11.723335266113281	False
1	800	49.31	70.74		15505.805	0.9805145050062524	0.017992186244763512	-0.4080609565583528	7.313594341278076	66026.68	0.9802498014307879	0.017257306281598633	-0.4389797606316016	7.580236911773682	False
1	900	47.37	80.19		77156.82	0.9789878867652668	0.016337123265571303	0.226298560604979	5.847618579864502	49236.92	0.9778233154153758	0.01758533256320495	0.18472947626015312	6.113239288330078	False
1	1000	35.76	85.59		70277.555	0.9871189681866012	-0.007414330302166218	0.3319467928664632	6.285726547241211	60888.484	0.9857450329112838	-0.006940479474683829	0.29597979796231516	6.529193878173828	False
2	1100	39.3	79.57		42727.684	0.9837366825426719	0.008872096302801693	0.423491650722939	5.886758327484131	249512.0	0.9831592394984441	0.009815221915240625	0.3965096550510362	6.131770133972168	False
2	1200	47.25	94.53		120291.91	0.9805405533377939	0.009774611974383065	0.23640571457674936	5.784964561462402	59917.582	0.9796671328505736	0.009706339976048148	0.1742930306898244	6.091765403747559	False
2	1300	99.61	179.2		70157.31	0.9829979308940814	0.0016367355629680084	0.37837647748994074	7.594099044799805	56667.45	0.9820457675167519	0.0016374733149145814	0.33776608438972394	7.807311534881592	False
2	1400	98.84	180.2		14635.637	0.9816029242050479	0.010436688526123955	-0.4574566727668487	6.758617877960205	89097.305	0.9816328622189969	0.009551439167673422	-0.4752831140272211	7.172542095184326	False
2	1500	108.0	177.5		14920.138	0.9716063586567633	0.04235649809203166	-0.46007783723987106	6.043923377990723	51177.67	0.9720250900248942	0.038048849925164656	-0.48543844387393986	6.4908623695373535	False
3	1600	107.8	218.1		12817.969	0.977086100265842	0.021935812910220644	-0.41703253955586933	5.548229694366455	65013.203	0.9772960732909182	0.02015922899674881	-0.45856172585138855	5.950113296508789	False
3	1700	106.0	205.9		21586.65	0.9736885321578289	0.03230801476603341	-0.45392129609474463	6.948484420776367	52607.25	0.9735363352198226	0.030212419600723173	-0.4632251599233997	7.436139106750488	False
3	1800	95.83	68.73		13950.757	0.9821734978555943	0.006211429900291366	0.3410597295411703	5.871499061584473	57290.008	0.9816895059635429	0.005715499413206612	0.2957292538027407	6.1486496925354	False
3	1900	41.99	75.15		14949.262	0.9801878781524272	0.008922779278803545	0.05906518256810263	5.648409843444824	55295.426	0.9797184560125421	0.007698689071615425	-0.007732258529644955	5.974609375	False
3	2000	32.67	77.1		45012.168	0.9850121852484947	0.003115772128979334	0.3954878551294567	4.812281608581543	310660.3	0.98478275977851	0.0029849254962641125	0.37832898483202226	5.163237571716309	False
4	2100	37.06	69.19		15308.745	0.9846972216404788	-0.0028226157705571694	-0.08288662903824913	13.405799865722656	74408.04	0.9844497841679933	-0.003192538710242379	-0.15144045752874283	13.504621505737305	False
4	2200	44.36	65.95		77664.44	0.9788430552543766	0.015546227729653243	-0.3514046168193383	6.1458353996276855	56507.652	0.9783283954342255	0.014350329543633713	-0.3936512891614729	6.446016788482666	False
4	2300	38.15	74.51		23720.725	0.9783528892879834	0.016949916408918513	-0.44101623379281635	6.412947177886963	61649.875	0.978189672414219	0.015485715575090568	-0.4640138006483787	6.870532035827637	False
4	2400	30.99	76.07		19476.883	0.9851928661505122	0.0013993244326756715	-0.26452209167604773	8.187602996826172	109692.43	0.9850131228080178	0.000814809273810554	-0.32142031125555554	8.411858558654785	False
4	2500	38.01	71.4		18202.564	0.9757020983217635	0.03168871489852683	-0.42479808719333967	6.253145217895508	58801.85	0.975693963758375	0.029214459287803828	-0.44842738964719436	6.703859806060791	False
5	2600	46.45	64.58		15065.927	0.9762598993298278	0.02699733466221608	-0.4143311214053126	6.818927764892578	61623.426	0.976283607138639	0.025187776803132368	-0.44333346765708886	7.20099401473999	False
5	2700	42.43	73.32		22514.97	0.9753375538745893	0.026752274063599722	-0.30489813299885304	5.9305853843688965	49521.105	0.9752583562297885	0.02398356869776306	-0.3194460530230718	6.2855544090271	False
5	2800	28.72	75.21		17991.693	0.9808191814735825	0.0035328882421682213	0.29542145034889294	6.911273002624512	56631.855	0.9801405616862494	0.0031408252348936157	0.2551128408221762	7.142863750457764	False
5	2900	38.48	66.26		15251.52	0.9780836491884272	0.020076799846471254	-0.4111126808296734	5.732751846313477	62928.38	0.9778842198700751	0.01853716355665029	-0.4279918848753217	6.122987270355225	False
5	3000	44.07	65.35		16492.191	0.9758383737327502	0.02609862794848354	-0.3096101708115648	5.646176815032959	54563.316	0.9757691067103854	0.023803924070093428	-0.35676334173785407	6.065152645111084	False
6	3100	37.45	72.72		15098.527	0.9730690180069035	0.04166271130955556	-0.4428061534567898	6.3107428550720215	55506.027	0.9733145993994843	0.03835606242613812	-0.45909911062078	6.772045135498047	False
6	3200	27.78	77.19		14083.055	0.9743448651693515	0.03316637513037918	-0.4449780237946285	6.428341388702393	64477.23	0.9748429918085652	0.029974382838850032	-0.4622228373607572	6.8834123611450195	False
6	3300	33.29	74.13		11292.485	0.9792806885527615	0.018513987226126075	0.2290852818974011	5.344028472900391	56908.027	0.9790117618187703	0.017186981523395064	0.17335945671848133	5.661195278167725	False
6	3400	45.74	66.39		12322.291	0.9764092468988369	0.028024286326589064	-0.22420120212070133	6.1226277351379395	55036.51	0.9765953078885152	0.025090158751179776	-0.285052589204889	6.633902549743652	False
6	3500	41.22	72.38		12599.949	0.9743060323811429	0.033131026347948324	-0.38757014054199174	6.153670787811279	56379.254	0.9749318686266375	0.029084321625994645	-0.42119633102535003	6.6393232345581055	False
7	3600	30.55	79.18		12219.069	0.97399823091916	0.03430232562767845	-0.22880564569047174	5.475250720977783	50688.33	0.9742989394780662	0.030802532606838132	-0.2774737657489511	5.850430488586426	False
7	3700	39.55	72.23		17994.316	0.976060351561978	0.027582895195225908	0.03723513394355022	5.471696376800537	51093.504	0.9757345721859193	0.025388595768183864	-0.02570973119362769	5.791274547576904	False
7	3800	42.21	65.73		18804.092	0.9781695865618522	0.017171472333627508	0.21846908887834024	7.120361328125	51658.27	0.9779213994933688	0.014957764127129	0.16375590895524628	7.619996547698975	False
7	3900	39.29	74.54		197597.89	inf	-0.010768279626020803	0.4282592148475081	11.931560516357422	80625.1	inf	-0.011180547912717956	0.4056728667908381	12.497419357299805	False
7	4000	32.39	75.82		19975.78	0.9831277391714905	0.005560965148215587	0.30424996008927196	5.050023078918457	60286.92	0.9827756952905422	0.0047693168521699995	0.25447999197645804	5.378226280212402	False
8	4100	43.38	64.08		19259.797	0.9728100693172745	0.03488273207386072	-0.3820793951343265	5.831079006195068	54480.777	0.972742019189314	0.03327257432426168	-0.4166391900097394	6.2605133056640625	False
8	4200	45.29	65.43		11949.857	0.9751014983518597	0.030576498702895576	-0.34806230545786276	6.09614372253418	59231.28	0.9751387384811249	0.02922376686408739	-0.3960626479848519	6.5988688468933105	False
8	4300	35.36	76.24		18376.441	0.9764400928100525	0.024130076008146713	-0.07642078056531236	5.492066383361816	50583.543	0.9762880190368901	0.02183691131661461	-0.143242506861874	5.87315559387207	False
8	4400	30.47	77.86		11532.137	0.9740549373502764	0.030290682621609666	-0.1529963199657108	5.488555431365967	50259.67	0.9743131921457338	0.02717238427656688	-0.20512395068527456	5.935360431671143	False
8	4500	45.58	67.92		12441.132	0.9760062478592872	0.023817640321934924	0.1316386886195591	5.2042012214660645	51477.695	0.9757919097518442	0.022008576902466798	0.0572830720423296	5.581187725067139	False
9	4600	42.42	71.84		19635.332	0.982947223752656	0.011766867505104115	0.10506122510845639	5.297274112701416	113906.1	0.982905011735539	0.01094778019395671	0.029234454255885757	5.669921875	False
9	4700	34.04	74.17		10291.023	0.972279543304786	0.03931093769499292	-0.42147056408918165	6.6910786628723145	50894.613	0.9729228761274823	0.03453910032520045	-0.45351472715004937	7.262923717498779	False
9	4800	33.85	75.61		26112.268	0.9839905225861006	0.007718868264376693	-0.0893699807762254	6.537353038787842	213677.95	0.9838068475320118	0.0076979404981785135	-0.1532591068511154	6.828153133392334	False
9	4900	45.78	68.19		17983.803	0.9739911312753053	0.02992628792772018	-0.2751548015638027	5.702277183532715	50788.75	0.9743281490074781	0.026607429178032927	-0.3248707569449469	6.153740882873535	False
9	5000	39.58	76.78		12087.421	0.9803249871890628	0.015711280966325524	-0.42889230063122463	6.074936866760254	93506.69	0.9805035604714089	0.014824366354062092	-0.4552950411057572	6.539941787719727	False
10	5100	30.09	79.68		9976.668	0.9743298103286268	0.033948819945424966	-0.34568705153589674	5.891175746917725	58804.156	0.9746994847152565	0.03129263022546473	-0.3821835637470568	6.246974468231201	False