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	16.98	38.43		112884.69	inf	0.009583595159939617	0.06556219174622527	125.99732208251953	62690.23	inf	0.0059168160570996905	0.05541021769700021	129.356201171875	True
0	100	29.47	26.86		10104.621	0.9322346675995816	0.025301271992111667	0.12886316471426973	8.142115592956543	6349.364	0.9511365360625467	0.017550018363095554	0.029583333850536735	7.0597405433654785	True
0	200	29.39	26.5		6865.5693	0.9078743378038276	0.05794031655227506	0.11656251870319122	8.990243911743164	4546.3867	0.93693362057321	0.03693503577087434	0.006027292519239392	7.756261825561523	True
1	300	31.41	26.56		6578.5303	0.906487290126649	0.05712345151470742	0.10675268980769474	8.518909454345703	4619.246	0.9372744165800746	0.03122939276878335	0.006906162346034284	7.596077919006348	False
1	400	28.95	27.74		7040.7676	0.9199096711732635	0.03989568879642425	0.09409815903620478	11.7296781539917	4973.207	0.943058217187622	0.024177702389903598	-0.010407659364294271	10.432074546813965	False
2	500	28.73	27.27		5990.1626	0.9060971458030737	0.062045692384729144	0.0999913777734374	8.251617431640625	4514.501	0.933917669186666	0.04173408964429657	-0.007259876530090103	7.20582389831543	True
2	600	29.3	27.61		5728.391	0.9048968650635469	0.06390515481505525	0.10749505588502864	8.45748233795166	4413.266	0.9347052624358144	0.03916443419789048	0.01635614146638378	7.378086566925049	True
3	700	29.32	28.58		5435.5127	0.9027173143290095	0.07121509439208698	0.11156695617565753	8.168156623840332	4468.7603	0.9312438669681629	0.049480892189506374	0.009782291749215811	7.149089813232422	False
3	800	28.85	26.8		6375.4375	0.9211895910608565	0.050302159542419594	0.06957962931025943	8.524195671081543	5123.889	0.9425238566501646	0.035476301044463955	-0.02738725488259483	7.31917142868042	False
4	900	28.72	27.57		6163.675	0.9068122705847727	0.06951369637260192	0.05111719816211792	16.29766273498535	4630.414	0.9357184304265224	0.044850370401843205	-0.05211664769138144	14.416118621826172	False
4	1000	28.67	31.7		4655.809	0.8969699877566806	0.08592646104985421	0.08219134832465351	8.567384719848633	4053.1257	0.9277573254233854	0.05904705711421576	-0.014766878480296172	7.626148223876953	True
4	1100	29.39	28.81		4382.803	0.8912769362368032	0.10196229184349297	0.08253389983849728	8.272404670715332	3975.1018	0.9252194920701721	0.06766098685041322	-0.007755477171946021	7.193692207336426	True
5	1200	29.2	27.17		4276.7705	0.8932896485457241	0.09317267694865904	0.11255513653887883	8.211332321166992	4117.968	0.9265182419841834	0.061223096448034024	0.031196433410953312	7.206195831298828	False
5	1300	29.04	30.81		7375.8857	0.919873487837551	0.06562578900398008	0.10785834618113381	10.261613845825195	5646.978	0.9420011982213655	0.04400720916187434	-0.0001669694254049658	8.918240547180176	False
6	1400	28.54	27.24		4333.81	0.895813712621467	0.09037946808746504	0.11324591439796612	8.959671974182129	4091.734	0.9270122659467257	0.06151949390713976	0.04491998157202157	7.575895309448242	False
6	1500	28.89	29.82		3951.6594	0.8987988135350952	0.0803660320982662	0.09773380584655607	8.3886079788208	4156.139	0.9310468702642924	0.04970686522629568	0.023547756412586753	7.137418270111084	False
7	1600	28.89	31.55		3650.608	0.8880735852118833	0.10880125507488976	0.09876635259607716	8.219412803649902	3995.289	0.9231580504310908	0.07061530326635126	0.016389631691584593	7.191315174102783	False
7	1700	28.74	26.41		3324.2612	0.8834892606605417	0.11689063415141697	0.11442395254685403	8.167208671569824	3995.1753	0.9233791075286512	0.06920358267591177	0.051622235959374846	7.102962017059326	False
8	1800	28.52	26.77		3483.3418	0.8904217202558649	0.10066744757626624	0.10592024473600041	8.177193641662598	3924.4756	0.9250658123614206	0.06362784575291179	0.020366840665691843	7.068050384521484	True
8	1900	29.37	27.38		3150.0227	0.8810847243185338	0.11881205433843282	0.1185045647042149	8.147629737854004	4084.2776	0.924357589555898	0.0665933576292967	0.05628588733038868	7.020162582397461	False
9	2000	28.65	28.13		3617.6433	0.8899045808704187	0.10143411054843655	0.09430294664835094	9.757673263549805	4157.546	0.9269480357709666	0.05829767594951689	-0.004706077147149102	8.32801628112793	False
9	2100	28.98	26.99		3589.3508	0.8885448846477155	0.10339484199604311	0.12487185278126009	10.00896167755127	4316.449	0.928126302545779	0.05756241819876479	0.08104618575987821	8.364352226257324	False
9	2200	28.76	29.22		2867.9272	0.8791039776597818	0.12562643035886195	0.12859891177618998	8.182555198669434	3798.2876	0.9235306629953444	0.0689075899963794	0.04034130248198908	7.174856185913086	True
10	2300	29.0	134.4		2704.1572	0.8728220299062924	0.14043178077741436	0.121334624613623	8.166049003601074	3855.0735	0.9202960414130217	0.07613076940870417	0.023206229850177732	7.056007385253906	False
10	2400	28.9	26.3		3121.7673	0.8751272870615744	0.13207236976068779	0.12041788787822444	8.167509078979492	3883.0874	0.9227860835775634	0.07067287575877294	0.027416212475458147	7.0501556396484375	False
11	2500	28.64	28.25		3049.4062	0.8707391442745753	0.1419772256531329	0.1191686616108665	8.194598197937012	3918.5288	0.9207574277433496	0.07375931239269408	0.026446047353756306	7.206648826599121	False
11	2600	28.37	122.9		2804.268	0.8734321191637361	0.14149043035237183	0.11880843511724933	8.1702880859375	3826.517	0.9215477049278779	0.07489529961602776	0.020756267510814823	7.0593414306640625	False
12	2700	28.7	26.87		2657.48	0.8692234250222312	0.15194574176362907	0.12591116868812458	8.55278205871582	3867.2683	0.9202711645686443	0.07771065078292214	0.0336919213033392	7.295104503631592	False
12	2800	28.77	28.07		2738.758	0.8717960537961889	0.1454857752478475	0.11392850755538524	8.298579216003418	3936.3035	0.9218511188386703	0.07459513239208782	0.022168093409606234	7.101868629455566	False
13	2900	28.78	27.37		3114.416	0.8767884983198965	0.13073622091299839	0.11370508042154322	8.536056518554688	4081.7368	0.9246524328862447	0.06491491871603529	0.021011486805253093	7.218395233154297	False
13	3000	28.8	30.17		2630.18	0.8630709085794449	0.15999512582785977	0.12034994388015778	8.160672187805176	3974.538	0.9202877664682797	0.07598124299731836	0.044945176264847134	7.013516902923584	False
13	3100	28.98	27.22		2754.7007	0.8701233242983479	0.1536530833596605	0.13956699317012497	8.314382553100586	4184.6313	0.9213535078912748	0.0755950984466128	0.06392503454315324	7.061495304107666	False
14	3200	28.73	27.57		2667.8123	0.8646593664525655	0.16075861362328062	0.1571320248812453	8.20653247833252	4005.133	0.9212986723281056	0.07487360696460386	0.06814627868394567	7.007323265075684	False
14	3300	28.9	29.0		2646.3108	0.8649790185775487	0.1594601759466747	0.13842994274897877	8.112061500549316	4340.639	0.921966274596756	0.0747319194975224	0.07789122161946631	6.9977922439575195	False
15	3400	28.63	27.06		2538.416	0.8644962008997529	0.16837489434821107	0.1373981278656788	8.576461791992188	4002.2668	0.920772319767278	0.07850597261407034	0.05307124639180176	7.269484996795654	False
15	3500	28.89	27.16		2675.9011	0.8588401647795422	0.1726093834148916	0.1301768420526618	8.245136260986328	3949.2688	0.9189020389644997	0.07933616217201454	0.039402637898125155	7.2921223640441895	False
16	3600	28.64	33.23		2783.4558	0.8721073667342052	0.1460610679989893	0.10655077181116411	8.244352340698242	3968.5193	0.9265519049924185	0.06456030805228172	0.0250759780960283	7.055269718170166	False
16	3700	28.77	26.77		2464.373	0.8609032837653812	0.17248029561147274	0.13949530259934675	8.41686725616455	3905.4895	0.9206390734406679	0.07872308977061149	0.04781542534018426	7.217132091522217	False
17	3800	28.58	31.17		2425.8674	0.859438840926165	0.1760186796125941	0.15348748914590263	8.135777473449707	4099.483	0.920489432100896	0.07847117244022998	0.07241948774550347	6.9838032722473145	False
17	3900	28.76	26.92		2344.975	0.857501125384115	0.1784671695273772	0.14557007007508885	8.233193397521973	4047.768	0.9208679069137164	0.07655895183255934	0.060924394148131646	7.040218830108643	False
18	4000	28.59	30.02		2215.9502	0.8536036616896255	0.19046469202674987	0.1497340670813659	8.138733863830566	3996.7317	0.9184596219406452	0.08344392183615781	0.053842876936467714	7.02063512802124	False
18	4100	29.07	27.19		2441.5876	0.8607873886589433	0.16741171439776212	0.16519783598684687	8.094531059265137	4484.417	0.9234149855645241	0.07017783692619246	0.08091997252422095	6.96689510345459	False
18	4200	29.06	26.92		2356.7031	0.8512207349198672	0.1888133602443826	0.17046575965772381	8.343619346618652	4261.0293	0.9186259291833976	0.08085333694689384	0.0880583776666908	7.4497528076171875	False
19	4300	28.71	27.73		2207.6104	0.8441404184103114	0.20869024279526135	0.16493954260197144	8.073562622070312	3857.5264	0.9162717309829659	0.08765689368576479	0.06805610199087281	6.994309425354004	False