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	5.858	15.47		166079.47	0.9827435805752481	-0.012273505162678323	-0.46595884668513676	63.90060043334961	1590304.1	0.9789430309834988	-0.009152097788757599	-0.35601344244646427	61.476810455322266	True
0	100	10.35	14.65		60924.656	0.9738423831814011	0.0036956785449962265	-0.4725781916910822	31.51869010925293	150542.25	0.9707704640765765	0.0011046899226506614	-0.334763029389576	33.40907669067383	True
0	200	9.878	14.34		51060.168	0.9740360296392323	0.004681966182688842	-0.4683185472109242	15.192477226257324	148958.4	0.9712233443210994	0.0019400123075123963	-0.35577847361288817	16.307537078857422	True
0	300	10.26	13.69		38013.02	0.9781317040228574	0.004491572464128194	-0.45680211438605745	20.55955696105957	252397.05	0.9744020582171351	0.00701317449907938	-0.35803827589275294	21.913854598999023	False
0	400	9.51	13.72		985253.3	0.9772051218354988	-7.85626127854445e-05	-0.1615282395852122	5.086918354034424	250344.19	0.9749478231510048	-0.002361924462170219	-0.09826345603687903	5.373117446899414	False
1	500	9.83	14.07		117441.71	0.9755596819884953	0.002187045548991796	-0.4587010491147343	21.61655044555664	148399.94	0.9728326837548252	0.00028994560828363603	-0.37050757038792353	23.095361709594727	False
1	600	9.516	14.09		219091.64	0.9777182148808755	-0.0034104534270810436	-0.44817946501323547	19.055309295654297	159381.47	0.9748305997775238	-0.00421991699862095	-0.3630704614981815	20.399789810180664	False
1	700	9.798	13.88		44725.23	0.9730938121175455	0.007836203654739244	-0.4396863969407117	6.0532636642456055	163167.14	0.9701347359624949	0.006697542718416457	-0.3720418021999197	6.3095831871032715	False
1	800	9.544	13.67		84432.25	0.9741942020823349	0.004029422599171495	-0.44774420553397276	21.008493423461914	145544.61	0.9712242344630252	0.0017625647747256455	-0.3680763128332275	22.44192886352539	True
2	900	10.06	14.19		200534.75	0.976847626972363	-0.001151189702201039	-0.44514753335862284	9.892162322998047	155532.45	0.9740530772225381	-0.0023379686327699304	-0.3685732920187339	10.611621856689453	False
2	1000	9.825	13.88		66340.734	0.9727594041138059	0.009486112675908475	-0.4347684601226114	11.496702194213867	151371.92	0.9691749208779956	0.0068254353616482655	-0.3716179358645353	12.473424911499023	False
2	1100	9.74	13.79		157613.77	0.9749280972365105	0.006309958150678405	-0.12262845886002975	5.849803447723389	153258.38	0.972405719796176	0.003972026753355737	-0.19367367275603228	6.3924431800842285	False
2	1200	9.709	15.51		108134.3	0.9769687778941887	-0.0007995578090774346	-0.44207733186918985	7.206002235412598	153659.73	0.9742833730402491	-0.002885488124629507	-0.3580694426562524	7.367465496063232	False
3	1300	9.772	13.95		337004.34	0.9781755158915021	-0.004596315531522586	-0.4194722544256737	9.282845497131348	174601.4	0.9753212789619254	-0.005651004342529528	-0.3533665737078842	10.0745210647583	False
3	1400	9.67	13.77		258725.58	0.978257606939124	-0.004634025350100729	-0.4201462459060548	6.167932510375977	168621.19	0.975460005764806	-0.005871045235858097	-0.352385834895142	6.0930891036987305	False
3	1500	9.535	14.16		51982.633	0.9719426497523195	0.01268422390412824	-0.4315812907397028	6.632981300354004	143790.25	0.9692527330957549	0.009092598841276606	-0.35998085188705486	6.851891040802002	True
3	1600	9.932	14.05		162160.05	0.9769479950247297	-0.0011344705252164429	-0.4347775188819032	14.920767784118652	149973.02	0.9740708738332079	-0.0019800194338838242	-0.35507427125105395	16.026988983154297	False
4	1700	9.694	14.83		56005.21	0.9720328466012156	0.0130841788465617	-0.4362581054303562	7.800473690032959	140210.03	0.9695729453221328	0.009194634704298056	-0.35651750834197177	8.23465347290039	True
4	1800	10.26	14.22		64612.246	0.973949376805426	0.004313050047940341	-0.4356378568131658	12.420726776123047	143635.6	0.971276280853755	0.0017621701555566279	-0.35830806708643426	13.43720817565918	False
4	1900	9.79	13.93		52420.008	0.9729195526962793	0.005864239695941219	-0.4309055590574159	5.026660919189453	146915.11	0.969573660374621	0.0031383084816102723	-0.35862045111575597	5.152730941772461	False
4	2000	9.436	13.95		45349.906	0.9734255240650804	-0.0020686062806127767	-0.43273302489185683	5.434216499328613	158407.62	0.9698660997458876	-0.0006928928189843191	-0.3622730081556044	5.713728904724121	False
5	2100	9.474	13.85		57166.06	0.9730600839046082	0.006928025525409002	-0.3669628512304447	5.696849822998047	145153.62	0.9704529507506796	0.003800597555106205	-0.3354288584793404	6.142788410186768	False
5	2200	9.676	13.96		40822.47	0.9801993317178321	-0.004676656054802008	-0.40993258726923226	5.68037748336792	288104.9	0.9768206674222972	-0.00291232645439372	-0.36120287866803097	6.0917134284973145	False
5	2300	9.795	14.01		58278.56	0.9738129874175853	0.003911057286588676	-0.42694840735172174	9.2698392868042	144338.47	0.9711252195407984	0.0012117115316767804	-0.36247542501687174	10.075733184814453	False
5	2400	9.193	13.97		75650.66	0.9760752215500944	0.001882551512615652	-0.4208241512048141	8.690397262573242	150497.58	0.9738180466968589	-0.0007809656266672811	-0.35038229966756346	9.438010215759277	False
6	2500	9.616	14.16		40572.05	0.975297446634816	-0.005018191764295025	-0.4216138122595673	7.751324653625488	170156.38	0.9717829637579284	-0.0033703122718955255	-0.3654422103830396	8.42381763458252	False
6	2600	9.956	13.85		46416.438	0.9740960506676652	-0.004973692608482509	-0.42405795075600977	6.165640830993652	160758.22	0.9708230223689764	-0.0035627237631812143	-0.36076439672708854	6.528754711151123	False
6	2700	9.591	13.9		41046.105	0.9732427840591751	-0.0009629587131663877	-0.3907746089839883	7.738132953643799	149362.39	0.9701367507252502	-0.00342118535695544	-0.3480261598390516	8.44088363647461	False
6	2800	9.725	14.46		56970.066	0.9759747431303264	-0.0003441844451036097	-0.35309413848262255	6.3345561027526855	147684.81	0.9734740341085686	-0.0022346160638128535	-0.29266802488156046	6.124992370605469	False
7	2900	9.711	13.94		41318.14	0.9731811142553417	-0.0004501985126259026	-0.31787753977040273	5.329893589019775	149032.66	0.9701085693293938	-0.002375284054603879	-0.2976506529253122	5.664718151092529	False
7	3000	9.514	14.16		32748.502	0.974383659177477	-0.004639233302141094	-0.27508876394028686	5.172804355621338	161836.0	0.9710196992386977	-0.0027862807990127044	-0.27211171109676374	5.480267524719238	False
7	3100	9.896	13.86		29665.445	0.972339090234369	0.010956873069938505	0.241471921360022	4.86882209777832	152311.81	0.9697239086105612	0.004413594243427409	0.11087121238961359	5.258131504058838	False
7	3200	9.747	13.92		32355.979	0.9778328763538655	-0.004928617034348816	-0.3207495880024822	5.199143409729004	189454.56	0.974475969668381	-0.0030751455169952245	-0.315051163039004	5.4292473793029785	False
8	3300	9.766	14.2		66646.05	0.9763669441972038	0.0011098366682805185	-0.2605121986109581	6.313122272491455	148303.94	0.9737236062753952	-0.0007586071033743722	-0.25137745038646747	6.102902889251709	False
8	3400	9.786	13.71		37860.527	0.9729016060871549	0.004884298495662008	-0.2850432181016445	5.28900671005249	149494.8	0.9704954299802051	-0.0007243685018745023	-0.277359394139315	5.406487941741943	False
8	3500	9.629	14.69		31435.225	0.9749717228493092	-0.0023206667116116787	-0.33247317786890834	5.205205917358398	169505.25	0.9719022030621355	-0.0010012422849787765	-0.3201353413888701	5.4235005378723145	False
8	3600	9.755	14.08		29669.658	0.97329881952211	0.002540282158742614	-0.26484891216680295	5.830383777618408	151664.9	0.9705381448955459	-0.002008997255556526	-0.27212144542607336	6.322864055633545	False
8	3700	9.846	13.99		28772.807	0.9726678159087851	0.008261661859810258	-0.3092308137801303	5.238856792449951	157848.2	0.9700701523903287	0.0067071435832436336	-0.31253349201536484	5.528443336486816	False
9	3800	9.652	14.16		27701.475	0.9710292088858241	0.027174371515812912	0.42230217663458436	4.563020706176758	150095.67	0.9686769350597523	0.017735733774148367	0.28542689246916275	4.851059913635254	False
9	3900	9.664	13.89		37363.742	0.9730310284811906	0.01072686918916599	0.19627594778862495	4.77307653427124	143302.05	0.9711664521957994	0.0069603043161696075	0.07937814108044211	4.997925281524658	False
9	4000	9.574	14.38		27280.23	0.969728885724109	0.0215970753375541	0.17999608393232255	5.037174224853516	143263.34	0.968539922043101	0.010796431044280418	0.06393235100482006	5.43449068069458	False
9	4100	10.04	14.11		24595.926	0.9730628274859513	0.009003224174267816	0.06828416029411816	5.522140979766846	151377.11	0.9704034978918651	0.00612114986796721	-0.014001811244232595	6.0349016189575195	False
10	4200	9.76	14.47		30310.967	0.9722700628293082	0.014746706377870025	0.11417508855190199	5.416092395782471	148505.25	0.9703524002342883	0.008125703680119266	0.02702640229582588	5.464734077453613	False
10	4300	9.825	14.12		41301.734	0.9748258908708733	0.007032825005197807	0.08531761452572878	5.030910491943359	172137.94	0.9720057644113912	0.00800765108069322	-0.0021083829837746293	5.176567077636719	False
10	4400	9.781	14.15		35367.234	0.9708956383086634	0.027967879620941046	0.21097036571297237	4.923686981201172	144873.72	0.968642647394571	0.02211706405665679	0.11253640891979744	5.376812934875488	False
10	4500	9.538	14.44		25211.393	0.9732727594601744	0.013321688232100472	-0.008453955888013624	5.628199577331543	172101.12	0.9706223252854709	0.013128730839868864	-0.07124383099294616	6.157320499420166	False
11	4600	9.782	14.07		30797.49	0.9722083559139181	0.019450599629901387	0.22194303861779197	4.709492206573486	151573.48	0.9694486266420744	0.018159844286279064	0.11850326762488597	5.007630825042725	False
11	4700	9.863	15.1		64575.25	0.9778223175830651	-0.0022570039981523126	0.258176602274598	6.133376598358154	146455.97	0.9748646416698494	-0.0026118214047974046	0.15091209364248506	6.955985069274902	False
11	4800	9.663	14.31		30064.598	0.9753153610601974	-0.0029005521570050984	0.16092365349794296	6.510507106781006	160046.55	0.9722133606630828	-0.0017259779733947765	0.06076311420610565	7.236748695373535	False
11	4900	 9.8	14.1		21848.773	0.9742120669786378	0.0014375994705580618	0.18838830469631004	5.898049354553223	165092.75	0.9714660256922134	0.0022631271621820935	0.0811745158490812	6.500484466552734	False
12	5000	9.415	14.01		24483.27	0.9702702144289139	0.02938159133688692	0.19245027814903629	5.091068267822266	148732.3	0.9690746077060397	0.02229971019270419	0.09869856930983005	5.518013954162598	False
12	5100	9.802	14.03		24973.95	0.9700870532567559	0.033209687516579135	0.0360269134794139	5.023066520690918	146527.16	0.9685737759308854	0.026758472524352192	-0.014718849648815173	5.107278347015381	False
12	5200	9.846	13.71		24736.744	0.9666532535576281	0.04299521791749496	-0.3927693233910793	5.732827663421631	143964.12	0.9655863134739896	0.03532363167091426	-0.3377471952844728	5.7783355712890625	False
12	5300	9.831	15.13		30791.346	0.9698276719116605	0.0321999816960292	-0.10086100703782441	5.070056915283203	147079.6	0.9682875144430986	0.026154807822244025	-0.13085135268748938	5.306490421295166	False
13	5400	9.709	13.86		23624.914	0.97024915023522	0.033870578872992	0.16777064160623031	4.788870334625244	147471.2	0.9685840174077069	0.027835099580470535	0.08948315253022833	5.0131449699401855	False
13	5500	9.58	13.99		22147.965	0.9710663259227911	0.024388583311893152	0.24077262551732925	4.665390968322754	149857.84	0.9695831187884498	0.020055785669927335	0.15413738830600263	4.902740478515625	False
13	5600	9.837	14.25		20652.314	0.969500015963001	0.0311972594961303	0.1864081628260121	5.000120639801025	143363.17	0.9684915313640772	0.022141571893668745	0.09469436401561847	5.450695991516113	False
13	5700	9.644	14.27		19035.664	0.9671376297024756	0.04301815594775982	-0.3273154325868619	6.240599632263184	145804.9	0.9659201453462186	0.03544915725155521	-0.29538575402565725	6.612147808074951	False
14	5800	9.758	14.3		28028.494	0.9702108510307659	0.03454192855406246	0.41854303319348746	4.508138179779053	144910.75	0.9684448462973017	0.02387099340656323	0.2932028138006359	4.873537540435791	False
