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	17.21	70.76		63174.363	0.9541148499802241	-0.0002760478320347774	0.07422840204329967	165.17945861816406	49656.36	0.9536564643862393	-0.00066369183621905	0.06592984614386142	160.672607421875	True
0	100	29.35	393.8		6493.9854	0.9402023504030323	0.015534921017183687	0.03531143836778504	12.916404724121094	5283.8135	0.9397587425141924	0.015913025668018718	0.029402454918779686	13.213849067687988	True
0	200	29.47	97.47		6423.09	0.9398781365099771	0.02017624852743144	0.028351186422705302	7.321365833282471	5275.8228	0.9395207096277112	0.01960474668702001	0.027471108701823573	6.952282428741455	True
0	300	29.17	44.58		5534.4185	0.9335029267054183	0.042983116481136736	0.019543772525103996	7.282225131988525	5080.1836	0.933267969518864	0.041684582862466346	0.02007327726127761	6.856605529785156	True
1	400	44.75	47.16		5158.4575	0.9331077078570448	0.04393407537384836	0.012939720308520027	7.33735466003418	5014.929	0.9328761081018396	0.04239739301467913	0.012156863161283893	6.96780252456665	True
1	500	29.16	45.85		5120.0903	0.9328388527389518	0.04609309594552692	0.008558682866115606	8.612152099609375	4816.4043	0.9325619423113736	0.04642694333861543	-0.0013513394763386786	8.519206047058105	True
1	600	29.45	46.97		8106.6006	0.9506088783042644	0.018270882886631295	0.11181385760447664	7.929778099060059	7156.63	0.9506226956429715	0.01688458825526014	0.100854212399425	7.771753311157227	False
1	700	28.83	45.75		5030.2383	0.9402553290332107	0.026477143884213853	0.01633569617493414	7.855774402618408	5195.0205	0.9394343939619706	0.02650722364742542	0.011156784517625027	7.631924629211426	False
2	800	28.58	45.43		6648.667	0.9480525039375666	0.02787156610878065	0.02812203401098373	11.395390510559082	6473.058	0.9478348328520465	0.0262588504798124	0.009460661614160402	11.570108413696289	False
2	900	29.04	50.99		4824.2163	0.9340637034974847	0.04379286695405148	-0.04308941183174227	7.822885513305664	5293.4585	0.9341990845768123	0.04143433065087877	-0.05263774936011038	7.598865032196045	False
2	1000	28.69	44.98		4865.3643	0.9301027973131876	0.05323028453410399	0.002065548846177266	7.394096374511719	4683.461	0.9295800577679425	0.053311771164658336	0.003982074617303275	7.044790744781494	True
3	1100	29.01	45.29		4548.373	0.928223294828004	0.05829533352794153	0.021184143860685258	7.328609466552734	4908.312	0.9281975190907916	0.05624835706268779	0.017261872182434582	6.741562843322754	False
3	1200	28.77	45.48		4478.56	0.9269979890655785	0.06380143050476063	-0.0015944515806857967	7.733676433563232	4702.4844	0.9266032834891262	0.06296143117962959	-0.017901244589013137	7.4955010414123535	False
3	1300	28.84	45.39		4718.321	0.9375509596716448	0.03613668355473922	0.021614998705498708	7.571913242340088	5191.9214	0.9371880833598808	0.034868131257736974	0.008087007279952037	7.293161392211914	False
3	1400	28.91	44.29		3951.831	0.928861996345719	0.05699428935754551	-0.03745013606989802	7.299569606781006	4664.0405	0.9283430534546333	0.05613228397204456	-0.07779754016233961	6.905035972595215	True
4	1500	29.14	45.76		3719.6782	0.9281859871409865	0.059846661373903626	0.08233860837281143	7.1839213371276855	4759.259	0.9288725140297274	0.05586490957267773	0.037489429362432186	6.707071781158447	False
4	1600	28.68	44.45		4024.096	0.9278104345632341	0.06648400255071098	0.01198078071780642	7.5692925453186035	4686.4863	0.9276225169678944	0.06381324286741179	-0.0234832263808574	6.916975975036621	False
4	1700	28.77	44.86		3553.5557	0.9271676411718431	0.06478234669567223	0.00891607939601313	7.224615097045898	4577.444	0.9272363913116444	0.061693878638950726	-0.016242964732067818	6.755967617034912	True
4	1800	29.27	45.82		3667.8145	0.9291681582110273	0.058374140042537714	-0.05701696143538906	7.445736885070801	5021.2305	0.930256642419437	0.05204207585452549	-0.0897335156596173	6.860940933227539	False
5	1900	28.89	44.79		3370.6196	0.9245896431193736	0.06960731087138941	-0.010196150600546839	7.273624420166016	4678.67	0.926540608937059	0.06153550736848	-0.04252017619101809	6.869437217712402	False
5	2000	28.85	45.35		3873.6624	0.926131040728707	0.0688742702433826	0.014787004582867021	7.24699068069458	4425.0947	0.925729634237208	0.06729756558558399	0.006675247053135499	6.794872760772705	True
5	2100	29.17	43.91		3802.8813	0.9269812681936735	0.06253748750382404	0.06398672377727416	7.274699687957764	4482.942	0.9280728529682598	0.05452637146629956	0.011652390466180119	6.729229927062988	False
6	2200	28.82	43.84		4253.433	0.9328790732950396	0.05215134700586058	0.007858855364133345	10.42560863494873	4840.4316	0.9328389484007314	0.04898063797607261	-0.012005480035202831	10.54904842376709	False
6	2300	28.88	43.82		3565.1133	0.9233529809045165	0.07516375216457798	0.014891927446675024	7.247869968414307	4504.4883	0.926194362685355	0.06473717740001224	-0.03086785046152947	6.845794677734375	False
6	2400	28.72	43.94		3740.7366	0.9288714202871031	0.06036761569781461	0.058398888818061066	7.252010822296143	4744.8384	0.932142646200175	0.048507072625999216	0.014232538298678382	6.717541217803955	False
6	2500	28.71	43.82		3544.2693	0.920255761158945	0.08248495401277633	0.015557054250963029	7.23222017288208	4347.91	0.9236564235166397	0.06846743784746406	-0.002324243804410082	6.788416862487793	True
7	2600	28.88	43.79		3216.5688	0.9198412100439785	0.08660626920937053	0.012310699048460832	7.286077976226807	4474.8335	0.9240671535523766	0.07160737876677496	-0.02269341433213667	6.905038356781006	False
7	2700	28.85	43.92		3146.777	0.9169216819038261	0.09185593650369012	0.004766805186156167	7.247941017150879	4198.526	0.9208339068402287	0.07635137348739861	-0.023715453536964512	6.82620906829834	True
7	2800	29.17	43.86		3522.5378	0.9262785750884582	0.08336315517691854	0.05157736644631692	15.035457611083984	4447.8926	0.9276097577010046	0.07235805648838138	0.023157061855431794	15.454120635986328	False
8	2900	28.9	44.62		4662.04	0.9333098810624753	0.05272453216324263	0.0006246532030677596	15.282755851745605	4814.3887	0.9338130953436444	0.04593770033515345	-0.012062991734143791	15.710999488830566	False
8	3000	28.91	44.46		3133.2983	0.9198680305020729	0.08714958253929497	0.056752072154491365	7.306797504425049	4347.2017	0.9244621733854098	0.06968225670714176	0.0534007466360008	6.945249080657959	False
8	3100	28.88	44.97		3160.4282	0.920590397901244	0.07904865959307128	0.020475762979236884	7.28255558013916	4516.5234	0.9242347379607251	0.06535754197381557	0.016095068900210358	6.883085250854492	False
8	3200	28.97	44.53		2988.7341	0.9199282234584257	0.08557679128410504	0.05972918485519245	7.225030899047852	4569.018	0.9262139877979282	0.06499049415587307	0.041381400751230764	6.700502395629883	False
9	3300	28.96	45.41		3248.3916	0.9260267768732463	0.06699189974223987	0.01737744124945327	7.384827136993408	4617.1353	0.9301849491897357	0.05305658832180096	-0.001466148877144285	7.05100154876709	False
9	3400	28.97	47.53		3026.3647	0.9200985762752295	0.08360986197924768	0.04671752172441824	7.211759090423584	4550.157	0.9253481874704087	0.06510439616100988	0.038038359197091545	6.745030403137207	False
9	3500	28.79	43.96		3003.1868	0.9178656776776943	0.0860968782055025	0.053803721138021635	7.206869602203369	4581.0513	0.9261751386586051	0.06130483259171642	0.02754449487965214	6.70762825012207	False
9	3600	28.99	45.71		2641.8755	0.9136880249496766	0.1063445177097367	0.056217948591812755	7.200995445251465	4409.0596	0.9222494289541023	0.07714080561027163	0.026147470176584954	6.764544486999512	False
10	3700	28.78	45.57		2824.8162	0.9151508162581656	0.09894525015347479	0.009304611689837514	7.2980146408081055	4370.7065	0.9213793823979278	0.07465978565810139	-0.017429200530218087	6.740281581878662	False
10	3800	28.74	44.82		2703.4534	0.9124201169824496	0.10291660489151702	0.04855652231363348	7.386142253875732	4423.8574	0.9216823757287869	0.07368752604915964	0.0329159838469188	6.7771477699279785	False
10	3900	28.94	44.4		2792.3103	0.9177807377850132	0.09705405662381084	0.13075459967808917	7.170799255371094	4421.191	0.924628260115872	0.07172740068023616	0.09013285692445532	6.767330169677734	False
11	4000	28.71	44.66		2616.6814	0.9157960391044664	0.10678018748989927	0.10075397445246362	8.243131637573242	4362.252	0.9233576876226578	0.07682969458959316	0.06348716444447985	8.103963851928711	False
11	4100	28.58	44.51		6817.2363	0.9394466234674674	0.06266060497813274	0.048814245752755434	7.58035945892334	7798.144	0.9435320176750345	0.04356524612505873	0.012699822128621007	7.324732303619385	False
11	4200	28.59	44.39		2483.589	0.9129750466941777	0.10376329027832908	0.07804248920378554	7.175509929656982	4419.7905	0.9236078958044743	0.0714503200270846	0.06240519176682556	6.714916706085205	False
11	4300	28.56	45.28		2473.1038	0.9104347106410391	0.11286654687556884	0.08579943868461067	7.195171356201172	4307.0864	0.9207253333485814	0.07894218594957762	0.0561441308686787	6.685835361480713	False
12	4400	28.54	44.28		2511.5007	0.9091562192748093	0.11574542626391866	0.0988582711553996	7.216094493865967	4598.4517	0.9209528389492454	0.08025438204688418	0.058221593751789855	6.6895623207092285	False
12	4500	28.45	44.81		2486.5637	0.9050078675638046	0.12897427198777606	0.10097211564723785	7.215248107910156	4370.59	0.9191638646869598	0.08633016465025681	0.061807184707309885	6.687289714813232	False
12	4600	28.97	44.01		2481.8809	0.9052843137454379	0.12974710064019887	0.13747788416587506	7.1485795974731445	4402.561	0.9192928581351141	0.08793792243009502	0.0923463065689391	6.67702054977417	False
12	4700	28.69	43.87		2400.849	0.904517113803831	0.13213537748295925	0.14079399726356856	7.159374237060547	4302.8384	0.9184427763584192	0.08959064399912997	0.10252509942208653	6.738146781921387	False
13	4800	28.16	43.89		2335.187	0.898952899475266	0.14160458516015936	0.1573438230241263	7.306851863861084	4360.922	0.9170230113193816	0.09128620929601979	0.11175762514695056	6.724719047546387	False
13	4900	28.5	44.03		2291.5315	0.9025634184648822	0.13933493635660538	0.11470474332505126	7.156432151794434	4262.332	0.9185734041401077	0.0903534243603408	0.060425652932921674	6.6984686851501465	False
13	5000	28.88	45.03		2651.1829	0.9087879142134497	0.11549856160153353	0.08054134096253364	7.203795909881592	4426.567	0.9215151390206399	0.0765684400679574	0.041755028687683736	6.6963701248168945	False
14	5100	28.68	43.88		2340.8345	0.9080262323957363	0.12235505256353398	0.12286909604174893	7.1482086181640625	4316.936	0.9217852948450329	0.07806284719419267	0.08196585426832713	6.672842502593994	False
14	5200	28.66	43.82		2234.1873	0.9024810975865141	0.13654659207479275	0.18991268972903086	7.246065616607666	4330.106	0.9188077950739599	0.08743941722941388	0.12241217281882623	6.694371700286865	False
14	5300	28.59	43.81		2342.5547	0.8986317785186398	0.1468417556631384	0.14416719876735568	7.171808242797852	4457.826	0.917402981697448	0.09311237257605189	0.08663804292331159	6.669448375701904	False
14	5400	28.23	43.8		2689.9673	0.8995968258209325	0.14228380506409755	0.11340412346044391	7.161578178405762	4515.521	0.9197480821473399	0.08512405368618149	0.06739044432774997	6.693006992340088	False
15	5500	28.1	43.87		2571.24	0.9017288624613782	0.15538062636548763	0.11892406909477847	7.760905742645264	4234.848	0.9180430972958133	0.10076440148962997	0.0569864536570833	7.543237686157227	False
15	5600	28.79	44.54		2574.7795	0.9082464124807188	0.1190626805709848	0.1282707834910308	7.153724193572998	4535.796	0.9228777115070059	0.07453854251084881	0.08946457080778503	6.70611572265625	False
15	5700	28.61	44.6		2491.8225	0.9038117321900967	0.14129916919800298	0.1270868574456173	7.162572383880615	4565.8877	0.9197595909364409	0.0908131868323432	0.08433695115578542	6.708730697631836	False
16	5800	28.75	45.31		2320.664	0.8960843818550254	0.15627101752302905	0.15777077862588756	7.2099528312683105	4406.1	0.9169303246167757	0.09704500995628633	0.10812171884212358	6.672916889190674	False
16	5900	28.64	43.83		2438.6594	0.9014164438912678	0.1438456236586636	0.04765822803924899	7.3399338722229	4300.392	0.9175875979695219	0.09232388657114646	0.01289335074171025	7.0051469802856445	False
16	6000	28.16	44.6		2408.103	0.9024752989794783	0.14261340557656094	0.026366391944092446	7.261961460113525	4253.4507	0.9185672820394276	0.08927276064984127	0.0004319767208394742	6.871102333068848	False
16	6100	28.85	45.89		2293.4668	0.8974028773974161	0.15802619554358116	0.11566879989478941	7.297205448150635	4378.554	0.9199193303450379	0.09122784146406146	0.050676497204317134	6.9495697021484375	False
17	6200	28.5	45.61		2289.9272	0.8962332219929835	0.16170295750758706	0.12032426824829662	7.165722846984863	4466.565	0.9194258190855887	0.09356713310071203	0.05287309942228959	6.749906539916992	False