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	2.553	14.93		146922.25	inf	-0.006443338976569408	-0.0911540825849614	240.41046142578125	717607.0	inf	-8.678695973062924e-05	-0.2158903604555769	245.250244140625	True
0	100	9.889	13.23		32863.94	0.9765032214883583	0.012816050613321478	-0.06454362755743194	23.35552978515625	56183.43	0.9836549582302151	0.002444952977018179	-0.13908516959939435	22.511817932128906	True
0	200	10.06	13.25		21383.037	0.9749828528871415	0.01696716272956243	-0.27372966476077254	14.46590518951416	47244.12	0.9826432531625781	0.006881871944151306	-0.43379515618251985	14.100571632385254	True
0	300	10.07	13.24		11620.072	0.9646487219203042	0.044585852953658085	-0.3199041405124423	8.436479568481445	43982.312	0.9678023666809238	0.04534630062325053	-0.4798328005759585	9.069573402404785	True
1	400	10.66	13.09		29804.35	0.9736009121596163	0.02184818497869356	-0.3228660085438883	10.412070274353027	51932.477	0.9811920319326362	0.014368631628442001	-0.4833974853755725	10.544736862182617	False
1	500	8.186	13.06		9953.994	0.9620147763900908	0.06049565708638025	-0.32113339107580796	11.325873374938965	42147.24	0.9660521174602517	0.0595189628049016	-0.4795144875151851	11.54198932647705	True
1	600	9.368	13.54		9940.983	0.965879385656709	0.04720627780983884	-0.3144377686460448	11.532282829284668	52454.707	0.9651739161647817	0.05283427872090984	-0.46910730904040243	11.502771377563477	False
1	700	9.824	13.2		10697.196	0.9650454993302625	0.05116628637925064	-0.24651822171254326	6.394230842590332	60813.473	0.9641835993566111	0.05601592705657694	-0.3762937932367256	6.86899995803833	False
2	800	9.483	13.36		7707.719	0.9541019024359547	0.07760898597774854	-0.3190722827867566	7.290035724639893	38220.203	0.9590726831320578	0.07660019421230001	-0.47830673090879705	7.925240993499756	True
2	900	9.848	13.28		8485.95	0.962990481060788	0.04423127360675338	-0.29931274384996126	6.3360490798950195	37577.438	0.9705628375045153	0.036913040168630805	-0.43228798110118904	6.990207195281982	True
2	1000	9.701	13.28		6641.524	0.9480220194607563	0.08367791106310803	-0.23046737066969952	6.175019264221191	46419.38	0.9501888373132509	0.08698947438404898	-0.3136945384542294	6.607003211975098	False
2	1100	10.24	12.99		8125.983	0.9612608496460124	0.043538063680748834	-0.2875988485020925	6.172501564025879	40958.285	0.967900573040836	0.03770384367870964	-0.4006519820243682	6.711551189422607	False
3	1200	9.445	13.51		6528.741	0.9468839295859552	0.09195014518851526	0.1463390937673058	5.814192771911621	36540.715	0.9502517737648284	0.09272360472451373	0.25905707901704866	6.187453746795654	True
3	1300	9.351	12.88		9424.978	0.9596758064165334	0.06314735874835987	-0.16945512491339693	6.8345770835876465	60233.71	0.9584305497674996	0.06992371239754457	-0.2613249259316622	7.018881797790527	False
3	1400	10.17	13.25		8666.133	0.9552095045332553	0.07823226255103122	-0.29375677833149855	7.10499382019043	40034.535	0.9615073668343914	0.07293181366403984	-0.44897469094156356	7.455562591552734	False
3	1500	9.451	13.07		6949.6367	0.9472645549353819	0.09004710323576162	0.13621831785230534	6.001556873321533	40095.95	0.9501540448272846	0.0931564192409327	0.21779469824353687	6.193288803100586	False
4	1600	9.263	17.18		7993.515	0.9541397839598695	0.06612440589564358	0.2421256017149517	5.834634780883789	37915.152	0.9604780109148294	0.059551755388920394	0.3736934633996719	6.1690993309021	False
4	1700	9.563	13.04		6597.535	0.9473015434338933	0.08596608552174455	0.16610412760526552	5.790424823760986	36951.863	0.9503144948503347	0.08878872832327234	0.25795633218156866	6.176699638366699	False
4	1800	9.292	13.29		6090.257	0.9471104139782391	0.1002655165664852	0.30638056096008814	5.383211135864258	44482.28	0.9506677639358541	0.10122506598692467	0.442242991063967	5.420881748199463	False
4	1900	9.379	13.29		15053.5205	0.9622853117487059	0.047567331502124714	0.22910005157707786	5.677570819854736	90552.67	0.9602795104537608	0.05193646782300644	0.32220037169156884	6.028961658477783	False
5	2000	9.47	12.85		6071.9346	0.9476307616075841	0.09259453786699792	0.29117472815452206	6.646894931793213	36887.477	0.9512796518899224	0.09405008232764299	0.4026395463780811	6.5877509117126465	False
5	2100	10.32	13.22		5973.889	0.9431197987550138	0.11077934326451519	0.30309834224690135	5.417593002319336	35318.074	0.9486060405557182	0.10924983038712344	0.4469883870720603	5.385263442993164	True
5	2200	9.855	13.25		6268.7085	0.9447249161886604	0.08667707744346156	0.2939257354945852	6.263583660125732	41913.35	0.9477381824074106	0.08785211779486515	0.3925888645493735	6.32175874710083	False
5	2300	9.323	16.04		6448.32	0.9446530419080925	0.08978001512151913	0.3053077516197305	5.437759876251221	35751.977	0.9512804129514697	0.08576592989910047	0.4417419541618069	5.4778618812561035	False
6	2400	9.752	13.07		6335.2896	0.94270399016196	0.0931206513975405	0.2916395719601996	5.458967685699463	42531.836	0.9486988283328552	0.09020035403278144	0.4300785754106238	5.576719760894775	False
6	2500	9.613	12.98		6137.5845	0.9371094947873906	0.10763904750148416	0.29807341070859916	5.6634440422058105	45719.465	0.9403997040556643	0.10985462372896695	0.4357870620710676	5.500688076019287	False
6	2600	9.361	14.46		6157.6025	0.9363631172829271	0.10824411946043735	0.2697002607144976	5.490569591522217	41150.69	0.9431030280676224	0.10323492663071458	0.3954433337610507	5.588493824005127	False
6	2700	9.736	13.29		5955.6787	0.9381854351398579	0.11060559868713528	0.31256361848976777	5.442084312438965	41371.207	0.9430187498552712	0.10992712720093194	0.4551291416104217	5.259556770324707	False
7	2800	9.649	12.98		5323.607	0.9332860196197832	0.11713353580164564	0.2977734404462698	5.39928674697876	38466.984	0.9391423155928971	0.11523681570381102	0.4413622791684262	5.413393020629883	False
7	2900	9.602	13.59		5443.644	0.9477546639536537	0.09083085709528138	0.32415623042626424	5.5509233474731445	38020.81	0.9550077839344098	0.08159672290564828	0.4634115297644895	5.3342084884643555	False
7	3000	9.642	15.27		5568.885	0.941126608432907	0.0928783367628487	0.3191161964754516	5.34994649887085	35880.08	0.949087992266125	0.08501026496690926	0.45765400749621743	5.380152702331543	False
7	3100	9.65	13.37		4648.153	0.9315542645377538	0.11777600534082827	0.33428033440597704	5.2774529457092285	34224.36	0.9391727269094513	0.11094845803684734	0.4721382409775957	5.236240863800049	True
8	3200	10.98	13.18		4747.3276	0.927705720102517	0.13555963113555136	0.33731140213981137	5.403855323791504	36654.605	0.9344146182727618	0.12955356969983867	0.4836724150989537	5.308590412139893	False
8	3300	9.626	12.98		5915.677	0.9300316112094436	0.12438654860949691	0.33654372535586696	5.263056755065918	38561.0	0.9374903639001779	0.11886487866269747	0.4759384920635011	5.166787624359131	False
8	3400	9.416	17.19		6004.1084	0.9384328983130169	0.10221614813083556	0.3053997539043478	5.415389060974121	38255.387	0.9458229092498214	0.09261566353564846	0.4481643403741302	5.474634647369385	False
8	3500	9.978	12.93		5425.0903	0.9332654267147691	0.10631708971167786	0.30645606562961747	5.387639045715332	28874.201	0.9414849591988492	0.09687607743974166	0.4460135855840044	5.398646831512451	True
9	3600	9.79	16.96		5696.472	0.9256299519295594	0.1230079711185461	0.3161212845288966	5.674430847167969	36817.617	0.930462081314908	0.11931160381883409	0.4538415822524077	5.89812707901001	False
9	3700	9.817	13.26		5047.6475	0.9374004189072727	0.11522668424078902	0.3310242717641617	5.387223720550537	36232.47	0.9450978489360765	0.10654864353718202	0.47607844138376726	5.3944597244262695	False
9	3800	9.654	13.03		5513.4155	0.9417848984313858	0.09613872233934846	0.3293273513546046	5.308380603790283	37827.996	0.9517987333669415	0.08164304890380981	0.4751209346901877	5.051974773406982	False
9	3900	9.702	13.32		4880.103	0.9248624080953414	0.1311132104548727	0.33285601735538733	5.295623302459717	42617.06	0.9311323654185819	0.12478782673644623	0.48107947167377985	5.163426399230957	False
10	4000	9.646	13.22		4669.316	0.9227545004199464	0.13460608154856937	0.34614132298918526	5.336655139923096	37179.69	0.9311625540955955	0.12371954478023334	0.4935383182861217	5.297611236572266	False
10	4100	9.515	22.91		4515.287	0.9267447963058669	0.14049221155779168	0.35461844319277314	5.168577671051025	38390.113	0.9354600208817345	0.1283560471582066	0.5000520667259855	5.006539821624756	False
10	4200	9.821	16.85		4891.041	0.9325714640712144	0.11848430449820868	0.33050884679066356	5.267134189605713	40275.113	0.9427192325507961	0.10361301431327433	0.47588258359794394	5.1684041023254395	False
10	4300	9.799	12.96		4590.2417	0.9249875810458426	0.13666811213574812	0.32432427309722334	5.299351215362549	38765.0	0.9317516918344182	0.1306201753438616	0.4711835912399352	5.235857963562012	False
11	4400	9.477	13.57		4716.313	0.9219380871714339	0.1435601405635137	0.3329880664990145	5.421976089477539	35904.99	0.9311008857589682	0.13191663930720807	0.47300219564629725	5.183477401733398	False
11	4500	9.682	13.53		5646.3833	0.9380599396671487	0.09380889570393082	0.3385480428973962	5.304981231689453	39137.082	0.9478141983216181	0.08050574726007964	0.4784603521690752	5.283835411071777	False
11	4600	9.693	13.18		4743.427	0.9195925990423748	0.1429090709294425	0.3390808764369623	5.368900299072266	43109.387	0.9259595029929942	0.13459897890215833	0.4881905660230419	5.333564758300781	False
11	4700	9.836	13.3		4471.0605	0.9197430496752292	0.15064916596779027	0.3425790365559113	5.22105598449707	43678.223	0.9275917209862481	0.14191157233522897	0.4826488608977126	4.990263938903809	False
12	4800	9.648	13.16		4055.5623	0.9227148050475042	0.15416421431656085	0.35229879746449294	5.830313682556152	36279.004	0.9321773443944976	0.14143550341281688	0.4894415157965365	5.667376518249512	False
12	4900	9.539	13.2		4021.4956	0.9103786336522229	0.1622459375742151	0.34693326060144236	5.206902980804443	36479.004	0.9218485052920443	0.1454241747071082	0.4899951591715569	5.086377143859863	False
12	5000	10.5	13.08		3850.2795	0.9110494900099407	0.16778115397735668	0.34902336803820355	5.352920055389404	38372.527	0.9231553465988416	0.14935312775926074	0.4965139761747901	4.990407466888428	False
12	5100	9.613	12.86		4172.477	0.9224432735426973	0.1505569147732088	0.3377046855882493	5.47536039352417	35002.926	0.9353036212349323	0.1292805991111932	0.482692398517524	5.118422985076904	False
13	5200	9.43	15.37		4210.753	0.9230059929195228	0.14700835296955586	0.3454245819033729	5.436673164367676	42317.105	0.9340088477978039	0.13049709317115515	0.4868215931361111	5.405359745025635	False
13	5300	10.15	13.13		3879.85	0.9117398394194053	0.16506788820463486	0.34779043799413484	5.46108865737915	39346.94	0.9229390544361468	0.1488722074768161	0.49617391426951285	5.424243450164795	False
13	5400	9.711	13.6		4062.8538	0.9130703852642644	0.16369178534915493	0.34134312500627506	5.245839595794678	39272.668	0.9257030827043166	0.14546729570945688	0.4863220058736369	5.146032810211182	False
13	5500	9.639	13.43		3960.2063	0.9194899352616107	0.14994479633946126	0.324623230085518	6.051798343658447	35614.402	0.9278912442716026	0.1400635321304106	0.44606206671466986	5.946226596832275	False
14	5600	9.658	13.22		4193.268	0.9100420105736792	0.16325566713123188	0.3353565677736988	5.250969409942627	35801.816	0.922633463265664	0.1435536186486883	0.4782352504980867	5.147886753082275	False
14	5700	9.443	13.09		3427.146	0.9108278929183917	0.17076573997562972	0.3465137097199469	5.591788291931152	38590.992	0.9229581840406743	0.15311374392555624	0.48677625673388	5.295833110809326	False
14	5800	9.13	13.04		3124.2114	0.9085766100322283	0.16627521905105322	0.35229003792921226	5.212244033813477	32144.602	0.9247013331632504	0.1409555751762732	0.495996735597652	4.966381549835205	False
14	5900	9.71	15.05		3304.9492	0.9091839786674486	0.17102524028480576	0.34411766650718106	5.300899028778076	41923.72	0.9199361576472127	0.15451567921862602	0.48255704407635175	5.374639511108398	False
15	6000	10.43	13.39		3862.9346	0.909603462006993	0.15107948891698295	0.3572788463625796	5.516583442687988	37091.453	0.922648581667889	0.13240286891394923	0.49199862746435336	5.464800834655762	False
15	6100	9.537	13.21		3600.2803	0.9077132035472327	0.17587792916697012	0.36522393909214734	5.210471153259277	37821.867	0.9220302508764319	0.15175230918070126	0.5101284091575625	5.0560503005981445	False
15	6200	9.629	15.66		3959.002	0.9031795909248226	0.1807670288962871	0.35502542098943524	5.175347328186035	35126.26	0.9196785803281865	0.15355176455042302	0.5023783814679272	4.913190841674805	False
15	6300	9.913	13.22		3502.0247	0.9002921369875108	0.18411036926127297	0.3677822743685768	5.190374851226807	41495.543	0.9166674820125169	0.15819017565945329	0.5121144958506829	5.100395679473877	False
16	6400	9.927	13.17		4288.6084	0.9027766345043757	0.18635647238969538	0.35868215823081145	5.184450149536133	39072.26	0.9198488490591983	0.1581006026479089	0.5012111014331785	5.108072280883789	False
16	6500	9.472	13.89		3886.4385	0.9033702586251532	0.18299803476932686	0.3687016811621699	5.107594013214111	34730.14	0.921621631239734	0.15076539636235523	0.5102298108278305	4.906215190887451	False
16	6600	9.759	14.74		5083.393	0.9050406712458466	0.17066860016622262	0.3520650156737518	5.19256591796875	34452.77	0.9204685822380722	0.1465052851343998	0.4925983624400035	5.112266540527344	False
17	6700	9.678	15.48		4191.7456	0.9022708663709789	0.1806437135237575	0.3669006497091879	5.265111923217773	37501.656	0.9193739850132547	0.15241526905402025	0.5141439774257781	5.136748790740967	False
17	6800	10.05	13.41		4433.794	0.905349024452277	0.1745000940667373	0.3701938191309333	5.14805269241333	35318.355	0.9220836484705217	0.1481009250650951	0.5163964864184389	4.978024005889893	False
17	6900	9.642	13.56		4394.575	0.9155970518945201	0.1484979830834631	0.36554959529036557	5.375746726989746	40089.547	0.9315323546643098	0.12455178826670933	0.5072646574573176	5.031506061553955	False
17	7000	9.664	13.25		3677.4973	0.8962388268592725	0.19260995852032992	0.38276600403682987	5.286587238311768	39655.484	0.9151024105319501	0.16367376522739602	0.5213778608235842	5.073125839233398	False
18	7100	10.75	13.21		3910.6987	0.8944766685551354	0.19161434981935416	0.35398881241337643	5.171821117401123	36627.367	0.9121286656854203	0.16195994326273896	0.4995440298049326	4.908006191253662	False