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	5.267	14.5		126757.266	0.9758768613790799	0.01876578983536579	-0.0073313831807150474	61.87617874145508	127742.32	0.9780495196712874	0.019158028222373655	0.028933931753962805	63.940303802490234	True
0	100	9.903	15.95		16482.488	0.9416704668317672	0.1071808302766896	-0.22541499791581737	22.204418182373047	24627.398	0.9479199342696297	0.10000662331757801	-0.11540830221580872	19.911029815673828	True
0	200	10.92	28.22		15048.8955	0.934943707088069	0.113169633190966	-0.21558037660879345	16.732757568359375	23277.727	0.9421103288277299	0.1035309343409571	-0.11472959944183382	14.559483528137207	True
0	300	9.627	11.68		14845.508	0.9269551259160321	0.12830616403204217	-0.20162847088424832	5.8031415939331055	24681.318	0.9330166997867674	0.12052608558215555	-0.10909858965439524	4.577112674713135	False
1	400	13.94	11.87		12653.242	0.9326104647721318	0.12740396722378727	-0.17828042748606593	8.385937690734863	22324.094	0.9400755449231354	0.11701169651970657	-0.09113046717337274	6.661529541015625	True
1	500	9.879	12.4		12499.927	0.9292661242897129	0.12655444243117114	-0.18916158435294222	8.991321563720703	21215.81	0.93619587012095	0.11748158765234998	-0.09935155045812645	7.194646835327148	True
1	600	9.782	12.1		12524.431	0.9238596844175312	0.13493901641106304	-0.20398396855370945	6.291338920593262	21076.598	0.931533678569003	0.12461844761211695	-0.10785110100139005	4.895359992980957	True
2	700	10.95	11.74		10895.467	0.9405794714119775	0.10636831112873879	-0.19702840283412493	6.506613731384277	22459.695	0.9496897233323197	0.08794634166505827	-0.10260910855864662	5.055483818054199	False
2	800	9.559	11.47		9531.806	0.9232708088594173	0.13750213866103805	-0.18535244720764837	6.105586051940918	18781.342	0.9338943497709242	0.12129765704193822	-0.08893835159921702	4.760573863983154	True
2	900	9.526	14.68		9566.057	0.9320886047968336	0.11634422084807783	-0.18329451383876857	6.418471336364746	22522.482	0.9436606837940856	0.09506175090455263	-0.09309624632527688	4.994124889373779	False
3	1000	9.14	11.63		8433.095	0.9220260477815456	0.12594194895858268	-0.1914725018654931	5.630548477172852	19749.113	0.9368957419919507	0.10039871134312646	-0.09769839000009642	4.743463039398193	False
3	1100	10.94	11.55		8617.635	0.9165647947631435	0.14653536485250912	-0.1801014272759721	5.5017242431640625	18190.693	0.9299861437392057	0.12537093555428744	-0.083017959305091	4.476308345794678	True
3	1200	10.12	21.8		9226.52	0.9377591957378356	0.11715103023612776	-0.19260916301906605	6.223799228668213	21577.768	0.9497814571199359	0.09150285761867447	-0.10016880686754025	4.851502895355225	False
4	1300	11.12	14.97		7528.462	0.9118510255547377	0.16645293119982513	-0.1506271758726588	5.263407230377197	18400.682	0.926966348679006	0.1398040167549159	-0.06561769025275689	4.225805282592773	False
4	1400	12.51	11.59		7395.861	0.9179834032152469	0.14852134923626822	-0.17963178461219423	5.576352596282959	17620.902	0.9337015157637478	0.11936513786606395	-0.08675345399959179	4.402718544006348	True
4	1500	11.69	12.87		7466.1323	0.9165124339205659	0.15222106769398436	-0.16579442684847084	5.391605854034424	16699.45	0.9321141338960212	0.12482383677022559	-0.0786280870950799	4.304157257080078	True
5	1600	14.74	25.59		6928.217	0.9096365316787193	0.1767945718296069	-0.13236564499678785	5.692838191986084	19447.6	0.9258862568183424	0.14968611376552893	-0.05757966116622194	4.512630462646484	False
5	1700	13.07	14.01		7631.601	0.9159645367868653	0.1496588711225497	-0.18807065782521615	5.414279460906982	19733.111	0.9325803612665975	0.1194543349375772	-0.09362696517777984	4.308761119842529	False
5	1800	10.78	13.01		6173.4116	0.8984366765824177	0.18728077221207792	-0.14212324849283314	5.3539228439331055	16233.174	0.9168273723844946	0.15878485117420096	-0.05214499223815815	4.257465362548828	True
6	1900	13.6	37.65		6186.593	0.9050957654961812	0.17973612255661617	-0.0733014860722817	4.82474946975708	16975.896	0.9249972129638051	0.14886049183989045	-0.003888624109139235	4.004064559936523	False
6	2000	11.8	13.21		6337.9604	0.898280139973165	0.18359166760173748	-0.15640134618985913	5.145061492919922	16119.165	0.9174226062854867	0.15486257112760607	-0.06941959399766814	4.267427921295166	True
6	2100	11.98	14.74		6526.447	0.9096833424355542	0.19260740782779953	0.05954614376691079	5.278194904327393	20247.584	0.9272808272719311	0.16171845854923939	0.05389484220272333	4.293374538421631	False
7	2200	13.23	48.93		6511.614	0.9005228992611105	0.1932010512886473	-0.1031306250927197	4.956482410430908	18137.645	0.9211743666878186	0.1598299672058921	-0.03257249972823877	4.0445756912231445	False
7	2300	10.9	21.61		6116.8174	0.8959847945317136	0.18832260631516753	-0.053216772498417955	4.834108352661133	17394.998	0.9172450029085545	0.1542007157437097	0.008731063615088705	4.008304595947266	False
7	2400	11.79	12.72		6136.8496	0.8932493001218846	0.20111714110716858	-0.018721753091983335	4.78420352935791	17157.928	0.9154356828040785	0.1645596213369064	0.009069026847968936	3.9933042526245117	False
7	2500	12.81	72.62		6956.423	0.9265917212078545	0.14662610322258274	0.04016059911295134	5.030401706695557	22108.682	0.9439595213947777	0.10975487596123537	0.04686439136778069	4.101420879364014	False
8	2600	18.17	34.92		5618.474	0.8996446485541809	0.1873603502978089	-0.1000863247778796	4.966610908508301	19053.324	0.9225423323096336	0.14729906560199948	-0.03413429684879324	4.067781448364258	False
8	2700	16.39	24.7		5735.2065	0.8865748641007788	0.20342328935626275	-0.008318976495413449	4.763547897338867	17349.697	0.9111955150401166	0.16538427895281835	0.02919500428661512	3.994248628616333	False
8	2800	14.4	60.67		5633.962	0.9010933917413247	0.18774791018945586	-0.09345077184597203	4.894929885864258	17509.455	0.9240411483463655	0.14913376241128726	-0.023655695921653643	4.108840465545654	False
9	2900	25.66	193.5		5698.564	0.8929189438756635	0.1978659959327131	-0.06061947664991456	4.837957859039307	19067.135	0.9175686773691778	0.1578038525252716	-0.010031067647498382	4.129089832305908	False
9	3000	11.94	12.34		6290.3906	0.9158927486665934	0.16584135969309458	-0.03572149709434696	5.97526216506958	19525.629	0.9371331626783025	0.12469871243193313	0.002271942411920977	4.809152126312256	False
9	3100	12.82	22.69		5623.8623	0.8962621973382401	0.21488872655444144	-0.04543997994485317	5.2674760818481445	17654.408	0.9184392241855039	0.17629788633745447	-0.0025322714416303265	4.2443718910217285	False
10	3200	14.22	140.9		6548.9717	0.8933665505938589	0.20196813198102392	-0.075654398645577	5.100497245788574	17512.42	0.9148974859326359	0.166167359310084	-0.020913788923461574	4.13184928894043	False
10	3300	16.49	173.9		5138.5527	0.8899863767770785	0.21374579697814078	-0.009961086737085435	4.853720188140869	18739.393	0.9169191032538591	0.1676937383357388	0.0269009311146698	3.981220006942749	False
10	3400	12.61	19.06		5048.7993	0.8864620016732309	0.21563606481699749	-0.0006630695353478977	4.722555637359619	16863.771	0.9144601095287661	0.16845661840252815	0.02394269490730337	3.9932353496551514	False
11	3500	12.04	140.2		4973.1094	0.8919091580042864	0.21647441080010005	-0.007413297201069439	4.7520952224731445	18790.348	0.9172565763070649	0.1728674761944429	0.022760813277764677	3.983809232711792	False
11	3600	9.624	14.42		5154.3516	0.8849522069207021	0.21967108355189785	0.12458341745224609	4.609447002410889	16710.838	0.9124273148843133	0.17388217587958468	0.09360303203057302	3.911113739013672	False
11	3700	8.521	35.26		4894.1436	0.8884442491156118	0.22042589541772328	0.18285302460148598	4.705109119415283	18771.074	0.9158753371044229	0.17232932775538237	0.11567620197343725	3.937685489654541	False
12	3800	9.235	11.36		5362.3486	0.8763464473497614	0.22506493892397708	0.13014780901611797	4.606847286224365	17891.81	0.9050007214715053	0.1775102051357793	0.08949065752630429	4.005977630615234	False
12	3900	11.09	11.43		5086.1387	0.9051041037521239	0.21069417382064864	0.2265419830179428	4.566797256469727	21366.586	0.930812921531744	0.15835339856980177	0.13999114639427623	3.8711016178131104	False
12	4000	9.165	45.31		4871.1343	0.8757257168504119	0.2261848629638381	0.21759168799532658	4.465080261230469	18448.803	0.9061297814008846	0.17552521554022904	0.13296641564201628	3.899296522140503	False
13	4100	10.16	11.1		5249.1104	0.8810730974634007	0.2167305361849976	0.20075852486998386	4.576894760131836	17320.559	0.9121390888728393	0.16572702088450272	0.12777770246054082	4.063532829284668	False
13	4200	9.508	25.24		4590.4277	0.8806792268844241	0.23111506129527998	0.13260339706551186	4.595265865325928	16941.37	0.911432213505493	0.17736507750763233	0.08549804961668017	3.9518585205078125	False
13	4300	10.23	11.39		4526.328	0.8855836964966348	0.2349257321762497	0.2372601642237843	4.757063388824463	17732.602	0.91554747987862	0.1807943957721231	0.14297677012287113	3.983552932739258	False
14	4400	9.519	15.1		4775.0957	0.8864741549523673	0.21395871920853185	0.19638880782035253	4.506440162658691	18924.64	0.9173284046194623	0.15923890685919015	0.12783025090920644	3.881976842880249	False
14	4500	10.27	11.57		4665.609	0.8730017789314097	0.2339508535534579	0.14694393913636736	4.617647171020508	16801.072	0.9058561529382996	0.17858073301870878	0.09655968220220566	4.063944339752197	False
14	4600	9.61	11.66		4743.951	0.8738440596448245	0.23171440134384422	0.25535899793060585	4.466196537017822	17711.879	0.9095645631280788	0.17245923984691192	0.15340835621307666	3.8448803424835205	False
15	4700	9.574	12.29		4341.146	0.872480117627011	0.23461542726301618	0.19733761723364904	4.5285725593566895	17548.781	0.9076896242756209	0.17537016415414047	0.11606729340337728	4.012619495391846	False
15	4800	9.491	12.45		4325.717	0.8792682642685137	0.23765550074119215	0.2214909633370237	4.5068511962890625	17784.674	0.9139061405109002	0.17598965160787655	0.1350924674241012	3.9932525157928467	False
15	4900	9.441	11.37		4620.749	0.8883381381929499	0.19315362984963388	0.25117415459523995	4.439713478088379	20565.154	0.9252074803652536	0.13106511130870807	0.14632362262652687	3.9337761402130127	False
15	5000	10.13	14.13		4725.864	0.8721912570818146	0.2263036887643227	0.22181481953596718	4.536124229431152	17746.207	0.909868391424696	0.16420633807860183	0.13083511631090705	4.018876552581787	False
16	5100	9.658	11.39		4511.37	0.8799875670660554	0.21757053547710753	0.2503694662792108	4.421115398406982	17594.312	0.91668437610599	0.15369129556665703	0.15146107783098556	3.8484599590301514	False