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	5.299	24.98		1339528.1	0.9762281303891689	0.0034856477616716083	-0.08426371856828677	581.2662353515625	97453.37	0.976508498166582	-0.004873757680407383	-0.022950002547772682	576.7909545898438	True
0	100	9.839	22.69		43232.043	0.9733826999814305	0.005563713560599055	-0.3198764098123729	28.818038940429688	28748.92	0.9708242370503622	-0.0010320518203575223	-0.2497184578833321	29.938751220703125	True
0	200	10.06	22.4		61651.703	0.9854314747636389	-0.007555243828279055	-0.34782257916495657	12.512351989746094	254856.47	0.9795802639111613	0.001486423208682544	-0.282822471625189	13.14806079864502	False
0	300	9.485	22.66		22568.36	0.9745078135949212	0.011613665357393704	-0.34870945650254564	13.122021675109863	39984.96	0.9685388527514053	0.022228063506311117	-0.2892969177757283	13.811939239501953	False
0	400	9.752	22.92		34053.715	0.9715662980567562	0.018817222987122503	-0.3480844465058047	5.563427925109863	27237.229	0.9698483199978868	0.010762484137476542	-0.29001953363875205	5.9369707107543945	True
0	500	10.15	22.34		36149.66	0.9759346041856496	0.015225468120257919	-0.33563131426786813	4.891432762145996	92940.15	0.9694862744267515	0.026087778351580125	-0.2677307212225382	5.258238792419434	False
0	600	9.532	22.29		38691.695	0.9693729422806896	0.03264352558223726	-0.3337177100431598	3.432612657546997	31216.334	0.9650450140478026	0.038942728864168934	-0.2644555439564926	3.5751242637634277	False
1	700	12.3	22.49		25856.088	0.9766717075426525	0.010263333577424628	0.30756825209316596	10.46075439453125	44967.26	0.9704821791891987	0.020733872730599325	0.2505469871469737	11.135787963867188	False
1	800	9.666	22.71		58413.086	0.9845319009096015	-0.0032260999210110756	-0.3333133007412834	9.549931526184082	259818.78	0.9786462086985204	0.0054426880037259625	-0.27289545548616456	10.026023864746094	False
1	900	9.745	22.43		516970.7	0.9822815347138735	-0.011279345228471344	-0.3373457758488921	4.711927890777588	54795.816	0.9822236119349053	-0.01805831593083647	-0.27674471458588684	4.931154251098633	False
1	1000	9.675	22.2		50994.92	0.9696883135959343	0.029241397452365894	-0.33321878226190593	3.957428455352783	28379.336	0.9676868342605742	0.02202935949834915	-0.2722934283671672	4.054023265838623	False
1	1100	9.92	22.41		186211.7	0.9790709999537681	-0.007194660088394249	-0.31684181311246057	14.23800277709961	34823.15	0.9791814538093906	-0.015120283777974948	-0.2594439176124535	14.895944595336914	False
1	1200	9.742	22.32		54403.793	0.9733180077536994	0.006400370067787401	-0.25269350954090286	3.578197956085205	29962.014	0.9706270348233016	0.0017479348570282993	-0.19477394587598829	3.745619773864746	False
1	1300	9.755	22.32		50619.707	0.9739280499841191	0.0023406457663145545	-0.264482168425876	5.891907215118408	30858.676	0.9703119615718531	0.006607836625916432	-0.20245130436397132	6.269689559936523	False
2	1400	9.515	22.35		53489.953	0.9795523749464333	-0.003507782271112123	-0.3130670900666968	4.139872074127197	69502.71	0.9738373973767523	0.006304050201885019	-0.26205976421671545	4.411861419677734	False
2	1500	9.689	22.3		52352.25	0.9724695782009011	0.012401944085920177	-0.3146834267261971	3.732165813446045	28770.635	0.9706491010016229	0.0024599819351221216	-0.25934447280937534	3.9100749492645264	False
2	1600	9.609	22.43		45821.23	0.9734856287162358	0.008443349074903185	-0.31771886997895044	3.8032264709472656	30864.373	0.9696133200819789	0.016321462879859396	-0.26217201501663545	3.992800235748291	False
2	1700	9.721	22.24		44061.438	0.9791158718623161	-0.002295496783108705	-0.31724767572410456	3.7449047565460205	52496.836	0.9734328564621271	0.007367935234974871	-0.2618838292249936	3.9398741722106934	False
2	1800	9.701	22.58		157551.4	0.9786283995127036	-0.00559871483279776	-0.32951432194027735	7.505345821380615	34957.844	0.9788155173743561	-0.013879777584084452	-0.27818848409382047	7.938581466674805	False
2	1900	9.668	22.1		44447.395	0.9745413662835607	0.006078973018245192	-0.3361182701454396	5.653385162353516	34291.824	0.9696741068181951	0.014917417829086633	-0.2840210871284895	5.594841480255127	False
2	2000	9.466	22.34		511434.38	0.9818260901229252	-0.011545807522075565	-0.32923716818802823	6.818563938140869	54857.02	0.9818400244240895	-0.018971399429135956	-0.2718625310967594	6.660688877105713	False
3	2100	9.681	22.16		151006.67	0.9764461865949088	0.0018503448383038214	-0.3212158211041627	8.992502212524414	32995.05	0.9768131062128795	-0.007525555180246201	-0.2650630052223242	9.549099922180176	False
3	2200	9.771	22.52		187282.58	0.9768661669628211	8.241831785148876e-05	-0.30716244778702834	3.713608741760254	35224.938	0.9772028138233474	-0.009131968283437954	-0.24700809448677266	3.950021505355835	False
3	2300	9.677	22.85		48935.957	0.9801494070308543	-0.005429424374777724	-0.3287477058136116	3.888733148574829	98986.76	0.9744758009209779	0.004042574826705586	-0.2764027193836318	4.122486114501953	False
3	2400	9.661	22.28		41355.004	0.97530300495481	-0.002675158745218975	-0.328832846243053	3.3388471603393555	33799.56	0.9706430597508396	0.006871386464640403	-0.27643460360333916	3.4698848724365234	False
3	2500	9.687	22.07		46019.816	0.9734834827371655	0.0038517508416868232	-0.33089638825820017	3.4251174926757812	29662.326	0.9711142062932723	-0.00529787518734644	-0.2786184261785529	3.562124013900757	False
3	2600	9.833	22.53		40355.902	0.977426986459493	-0.0033232202752375224	-0.3273183327820378	3.222438335418701	38427.92	0.9720727836673262	0.006250371546695709	-0.2700516090191824	3.333653450012207	False
3	2700	9.688	22.44		42339.98	0.9733740492306342	0.01158120897000162	-0.3302903676853834	3.375708818435669	30446.36	0.970079339501748	0.011900292879601652	-0.27291388691968355	3.492928981781006	False
4	2800	9.667	22.19		29303.865	0.9741912139333884	0.0012222021119888842	-0.3235347898722794	3.6843416690826416	30997.06	0.9703081056061187	0.008909531262890898	-0.2638753844066421	3.8255839347839355	False
4	2900	9.52	22.17		186833.72	0.9789442711365353	-0.006611645983495861	-0.3164322642491488	3.8208189010620117	37607.07	0.9791603695943241	-0.014982125435619895	-0.24863245392582792	3.88543438911438	False
4	3000	9.911	22.3		28541.662	0.973630780033658	0.0031921925574471106	-0.3158980875893141	3.526094675064087	29554.854	0.9714678005075735	-0.00499830980400444	-0.2483389479346754	3.66683030128479	False
4	3100	9.46	22.36		49146.83	0.9761128458360941	0.000962356680855195	-0.31197186924485865	3.5292515754699707	29340.484	0.976366863021408	-0.008132098418081778	-0.24679616755560324	3.6160547733306885	False
4	3200	9.801	22.33		47613.15	0.9799351930011604	-0.005209279440080538	-0.3118967842585614	3.5145065784454346	159804.31	0.9743509958797076	0.004122956495773644	-0.24209596080669069	3.4987707138061523	False
4	3300	9.459	22.57		33963.582	0.973798252457463	0.006706246549701439	-0.33118972754827297	4.220719337463379	30152.438	0.970273645153291	0.00940110892260458	-0.27326917206449547	4.254654884338379	False
4	3400	9.666	22.32		132237.44	0.9806864602281496	-0.009012482914629196	-0.33661374721664533	4.402569770812988	34890.54	0.9806220205078822	-0.015981249391961713	-0.2782421320832472	4.495140552520752	False
5	3500	9.58	22.53		301086.72	0.9871574141432269	-0.01139724558095961	-0.33179551720489614	5.951141834259033	51626.973	0.986805168948703	-0.01584647092746592	-0.2868677918564527	6.2730817794799805	False
5	3600	9.723	22.1		100167.875	0.9761591356693219	0.0028276994745782707	-0.31197923026709595	3.1620898246765137	30357.244	0.9765358270332525	-0.006649218571776203	-0.2705115785021898	3.2521164417266846	False
5	3700	9.646	22.35		62520.94	0.9757978556113714	0.0012614165078362292	-0.3224801777505242	3.545067310333252	28907.62	0.9757903809698866	-0.00798894202724653	-0.2731707584888761	3.7631027698516846	False
5	3800	8.793	21.69		39963.8	0.9738475510166748	-0.001147970182031928	-0.037521802260077036	4.847097396850586	30466.037	0.9704672677521524	0.003029053972058329	-0.05842017683459739	5.250065803527832	False
5	3900	9.292	22.39		40382.227	0.9738007260091432	-0.0010756675879725114	0.11302157953055522	3.256700038909912	30299.137	0.9705109136659262	0.00047865357569853436	0.06673129877868832	3.5050346851348877	False
5	4000	9.674	22.24		42356.832	0.9735352467307185	0.004057265989270264	0.16028439390208613	3.0367283821105957	29577.775	0.9708619207908958	-0.0054261158993072515	0.09763847939937975	3.243274688720703	False
5	4100	9.41	22.36		34751.223	0.9748837794057071	0.00362999600931378	-0.31509589171656405	6.219389915466309	28870.975	0.974771745181735	-0.005883021976445694	-0.25088805334543984	6.6527252197265625	False
6	4200	9.568	22.1		28356.412	0.9751343867781631	-0.0025129495252713876	-0.3154346564436566	4.6317338943481445	32014.076	0.9707439883092291	0.006667010476250499	-0.2542009483171256	4.98342752456665	False
6	4300	9.857	22.34		28284.164	0.9782859958860045	-0.0030445280485988115	-0.3172870566408698	3.1113758087158203	40459.92	0.9728178835448074	0.006186938039630521	-0.25609425639368494	3.270599603652954	False
6	4400	9.585	22.12		24050.334	0.9747658290637037	-0.0023134691303866276	-0.32252974071421237	3.2553298473358154	31207.074	0.9706685857534317	0.006047610882456598	-0.26212372279318497	3.4292848110198975	False
6	4500	9.498	22.55		24205.162	0.9738730080436379	-0.003962341923628624	-0.3286255271123715	3.69669771194458	29557.86	0.970862638477876	-0.004523764983749075	-0.26822165796337255	3.730834722518921	False
6	4600	9.665	22.68		23846.455	0.9770454156035909	-0.004580985779267346	-0.3215545583393152	3.2796554565429688	36668.004	0.97199532540371	0.004329248461030926	-0.2646396118861018	3.397414445877075	False
6	4700	9.744	22.34		23910.475	0.9792303577534085	-0.0045923458036711785	-0.30913072680320675	3.593599557876587	46615.703	0.9737670466199623	0.0045204730351904735	-0.24120243856464274	3.824023723602295	False
7	4800	9.469	22.18		21144.062	0.973494768331811	0.0018759803043286083	-0.3164932741665808	3.24682879447937	30301.9	0.9700796103799774	0.0051594031151202535	-0.2535955227006384	3.383873462677002	False
7	4900	9.634	22.47		35742.39	0.9745843296408514	-0.0016919206199751703	-0.3100353424270515	3.1104817390441895	31654.67	0.9703815183491842	0.007460697601081865	-0.25467494589129974	3.184969186782837	False
7	5000	9.632	22.34		26800.975	0.9792433281891886	-0.0036515078624222404	-0.3194880105574109	3.244866132736206	48106.164	0.973681071318868	0.00556591519091162	-0.26203430178442116	3.2976362705230713	False
7	5100	9.656	22.47		23982.41	0.9735271648700469	0.002179429293412836	-0.313285213637751	4.118056297302246	29602.809	0.9702844710156259	0.0024408051458018705	-0.25824393023161074	4.411134719848633	False
7	5200	9.663	22.37		27431.576	0.9741240613316637	0.0040597404472856105	-0.3291635651548217	3.664523124694824	28531.53	0.973201391708053	-0.005835056057692648	-0.27820786339735876	3.6755077838897705	False
7	5300	9.624	22.54		27904.982	0.9741126873372693	0.0037255857921829026	-0.32767502084824845	3.398717164993286	28640.232	0.9730765615358803	-0.00608949775143503	-0.2783134063405036	3.4792773723602295	False
7	5400	9.562	22.12		20716.133	0.9737203559840125	-0.0016800054574245085	-0.32629922166955855	3.423100709915161	30173.902	0.9707401869430614	-0.0020945526292282827	-0.27505253391856316	3.5159342288970947	False
8	5500	9.634	22.33		20554.803	0.9734569280252579	0.00225700623201855	-0.32501035739090267	3.4077658653259277	30150.613	0.9703557689672838	0.001738216547173796	-0.27265405554126987	3.5478999614715576	False
8	5600	9.592	22.07		20272.656	0.9733905619232492	0.004194537936595258	-0.3237563242151597	3.3526787757873535	30370.592	0.9700557325252753	0.004491351513774904	-0.27114581363489604	3.4686925411224365	False
8	5700	9.64	22.36		41761.203	0.9808730481357616	-0.005841749815497445	-0.2896026478065778	3.2859842777252197	99593.98	0.975548899638439	0.0019298076583779528	-0.20870207550337852	3.3682453632354736	False
8	5800	9.655	22.29		36085.934	0.9788669671755077	-0.004464039244627969	-0.32441750950029846	4.922091484069824	33044.453	0.9791243935636472	-0.01237965358147535	-0.280316539201125	5.250610828399658	False
8	5900	9.661	22.4		22579.637	0.9737832156896721	-0.0011254447103775322	-0.321846833149818	3.2484793663024902	29430.844	0.9714691429864872	-0.007188808659820505	-0.27838565872003246	3.363675355911255	False
8	6000	9.588	22.17		20774.213	0.9738241003252556	0.005957942702289884	-0.3223890554320403	3.2682833671569824	29970.844	0.97016468521697	0.00914599895575212	-0.2848190916777755	3.3520450592041016	False
8	6100	9.73	22.42		19525.17	0.9733489798655565	0.010283663174632742	-0.3092886553850925	3.1107351779937744	29654.047	0.9698509729609103	0.01172746846298239	-0.2818632781921447	3.2196907997131348	False
9	6200	9.63	22.29		22213.535	0.973985373737981	0.0028749264047878793	-0.3223572903196866	3.3817994594573975	28591.652	0.9728148064542874	-0.006773523624279639	-0.28326067755507506	3.5496163368225098	False
9	6300	9.716	22.4		21798.13	0.9735716826236903	0.004606121739203234	-0.31631570346885446	3.485407829284668	28010.66	0.9722478005576509	-0.005131907319250103	-0.27818928264300674	3.6878955364227295	False
9	6400	9.391	22.04		29357.86	0.9782228444920107	-0.00034022933011935335	-0.29970462833138134	3.0691144466400146	42909.613	0.9727228149526452	0.008518988843186387	-0.2695970862229604	3.1784827709198	False
9	6500	9.653	22.32		32148.11	0.9795754713429708	-0.003513550169358772	-0.3083203977575855	3.223465919494629	78695.625	0.9740615232482416	0.005454030935732541	-0.2738127586697	3.404590129852295	False
9	6600	9.557	22.09		83394.88	0.9770771643827142	-0.00025411377071370015	0.11309321185685943	3.763756275177002	31958.004	0.9773827608469148	-0.00888842568088043	0.09870153735874555	4.065406799316406	False
9	6700	9.73	22.39		20521.062	0.9775945429010752	-6.548800928249232e-05	-0.14442938142677028	5.2983784675598145	37464.84	0.9723126750241712	0.00842592762249673	-0.07226023337963164	5.1543474197387695	False
9	6800	9.642	22.4		26819.201	0.9797032311030683	-0.004258050110758782	-0.3060309279218527	6.451321601867676	71097.38	0.9742859293243573	0.004535219378400608	-0.26349216294192385	6.909995079040527	False
10	6900	9.654	22.45		22755.938	0.9726964593717103	0.010327328174216258	-0.3066251012613637	3.171480655670166	29144.914	0.9703369949202737	0.004737367408052617	-0.26304914880482944	3.319279193878174	False
