Epoch	Training_Time	Train_Loss	Train_Score	Valid_Score
0	130.47946763038635	2.9306910567481066	0	0.1027157164467065
1	116.78479421138763	2.5733846811907206	0	0.11636486136858665
2	112.11189206441243	2.3614818393959753	0	0.12962927125612841
3	110.01132845878601	2.1923998485470055	0	0.13701846380331717
4	108.72844505310059	2.04998024370769	0	0.13695940174223908
5	107.78254381815593	1.9320471335384748	0	0.13653998458530167
6	107.19633460044861	1.834706737787242	0	0.13882420774211982
7	106.66630604863167	1.7560658679253782	0	0.1416743553593271
8	106.24502719773187	1.6863575592693152	0	0.14383870671507082
9	105.9176198720932	1.6299940430684252	0	0.13940199331135913
10	105.72544880346818	1.5792076320690074	0	0.14106114870457245
11	105.47732836008072	1.5234966496825966	0	0.13829194817493018
12	105.27358845564035	1.4712506150885238	0	0.14280686613596286
13	105.15381211893899	1.4237724127928018	0	0.1382195694572431
14	104.99911839167277	1.3816489357795738	0	0.14009859015556522
15	104.93104290962219	1.3425757243687115	0	0.13903526751841605
16	104.82607277701882	1.3062882464533319	0	0.1376092466551335
17	104.75175882710352	1.2732494721560736	0	0.1364011938254827
18	104.65137943468596	1.2425548657868408	0	0.1337866335696901
19	104.60636250972748	1.2143939514194557	0	0.1341040945195742
20	104.51713282721383	1.1885609360904885	0	0.1318707688322449
21	104.46624630147761	1.1633239757723013	0	0.13211693348214362
22	104.40641286062157	1.1394401399823024	0	0.1330513238739561
23	104.34701376159985	1.1176096300221745	0	0.13126099210378475
-1	-1	-1	-1	-1
0	112.56363296508789	2.808725915858557	0	0.11292071599736937
1	108.19513249397278	2.427631973472413	0	0.1281848278868045
2	106.49762161572774	2.2258413939957635	0	0.13029536848838247
3	105.85692369937897	2.0663928629987063	0	0.14380935276320295
4	105.25947823524476	1.9345254071309246	0	0.13369878260310833
5	105.19942839940389	1.824884320442171	0	0.14533557704658198
6	104.8684811592102	1.7332397339260264	0	0.14618675627353367
7	104.64232689142227	1.6568260736941094	0	0.13950597643677362
8	104.46113771862454	1.5927362762849633	0	0.14221924224115573
9	104.38686940670013	1.5367899403966954	0	0.13899799245813182
10	104.2554062496532	1.4887458989057816	0	0.1397771692595727
11	104.19746345281601	1.431999896221807	0	0.1403342850290302
12	104.09376256282513	1.380441089196965	0	0.14068111476841808
13	104.05878627300262	1.334617950798128	0	0.14178174408704275
14	103.96104927062989	1.2912364322388337	0	0.14160538102774156
15	103.93152424693108	1.253042021072195	0	0.13887395736236513
16	103.86538529396057	1.2167636471867114	0	0.13509352791905274
17	103.84501055876414	1.1834629315279956	0	0.13565798734532575
18	103.78197947301362	1.153133736762079	0	0.1343703797334862
19	103.78032938241958	1.1240444545502046	0	0.1363517446065546
20	103.74945598556882	1.0978101278039414	0	0.1320294534564596
21	103.74139937487516	1.0730105459203982	0	0.13080162157166147
-1	-1	-1	-1	-1
0	113.48248744010925	2.7743275839382013	0	0.11929149432326887
1	108.66249549388885	2.3748343953000406	0	0.1352025283545641
2	106.76709016164143	2.1745115568676736	0	0.13260229882266084
3	105.94433206319809	2.01777308521187	0	0.14446323691842386
4	105.32250843048095	1.8863195821063283	0	0.14424560406941964
5	105.05805850028992	1.7788458652373689	0	0.14804572500150356
6	104.74512297766549	1.6900638840354072	0	0.14513840943257605
7	104.61464387178421	1.615640888885692	0	0.14102873284842868
8	104.42775718371074	1.5529180368036966	0	0.14313076734955157
9	104.3529021024704	1.4993168555732952	0	0.147701523956071
10	104.21606978503141	1.4524859049015093	0	0.14543175922410703
11	104.17108658949535	1.3976760804653168	0	0.1419007188192445
12	104.07239097815294	1.3471480560497178	0	0.13981379292331653
13	104.05604992594037	1.2999420165454727	0	0.14458359033456547
14	103.98206828435262	1.2587239648235338	0	0.14275395974786778
15	103.9620988368988	1.2206398764136743	0	0.14346892753124948
16	103.89625676940469	1.1839431067519683	0	0.14188517700372896
17	103.89580411381192	1.1515128361423461	0	0.13755617899896286
18	103.84802220997058	1.121417472903223	0	0.1384136666535755
19	103.84076392650604	1.0931246215606125	0	0.13748233086884093
20	103.7957717691149	1.0670853559502693	0	0.1335465708367492
-1	-1	-1	-1	-1
0	112.64020037651062	2.741378314596796	0	0.11787124748951455
1	107.74015128612518	2.343178279800726	0	0.13506392634893313
2	106.36259253819783	2.1488397083662383	0	0.1406708189085364
3	105.45494067668915	1.993099527945333	0	0.14521938814133228
4	104.89880571365356	1.8646096259243365	0	0.1490900116815005
5	104.55421570936839	1.7565690439797406	0	0.1466643089906446
6	104.26173319135394	1.6696995519185753	0	0.14374875075010934
7	104.08019509911537	1.5966121193904947	0	0.14064702712421517
8	104.04411183463202	1.5354810487221893	0	0.14244851801279027
9	103.95766320228577	1.4833125212934415	0	0.1407072971148003
10	103.93313897739758	1.4365859483760155	0	0.13819956272951847
11	103.84663160641988	1.3819737813179587	0	0.14167431741389755
12	103.85159215560326	1.3318185781034053	0	0.14327369197203094
13	103.79459129061017	1.285617680030605	0	0.13859763558233998
14	103.79021027882894	1.2448695781202508	0	0.13910631303803062
15	103.72567029297352	1.2072118229257267	0	0.13586269028921436
16	103.73217774839962	1.1717175285856578	0	0.13574564761180002
17	103.68361177709367	1.1393266627039185	0	0.13469426197436016
18	103.6982161496815	1.1092781655985857	0	0.13657025555171676
19	103.66371424198151	1.0814720090464636	0	0.13416171781644892
-1	-1	-1	-1	-1
0	112.559499502182	2.7344568727007474	0	0.1183423937532716
1	107.97771513462067	2.336942850496419	0	0.13398451801177835
2	106.26131248474121	2.141835230544041	0	0.1307139951155378
3	105.56591320037842	1.9891616709558397	0	0.1430687771661607
4	105.0235541343689	1.8601946701369292	0	0.14507295672873968
5	104.7955527305603	1.7549402057152321	0	0.14317051834911326
6	104.50370703424726	1.668464871579162	0	0.14657655069847733
7	104.29790636897087	1.5951346728104718	0	0.14778053704292912
8	104.25683641433716	1.5335764181210076	0	0.1456225434925527
9	104.12516655921937	1.479799704240586	0	0.14753544629733437
10	104.09150804172863	1.4352062567040194	0	0.13969539053467703
11	103.98248940706253	1.3794322049378451	0	0.1440109451548291
12	103.96858222667987	1.3282521885341803	0	0.13911013287793758
13	103.9009748016085	1.282757686102854	0	0.14129734221989992
14	103.89058356285095	1.2403480968855256	0	0.14163038390368887
15	103.8365528434515	1.2023433816702183	0	0.13975022897755945
16	103.82616089372074	1.1671026878741335	0	0.13649598248143194
17	103.79088513056438	1.1348462963156598	0	0.13764839052782252
18	103.73530695312901	1.1045635737843316	0	0.13627962931771495
19	103.6949514746666	1.0768950956042767	0	0.1365144220142686
20	103.65353172166007	1.0502927688837351	0	0.1333218042469916
21	103.65367219664834	1.0261947885810057	0	0.1337717883933425
22	103.62268821052884	1.0025557464121875	0	0.13181756934003067
-1	-1	-1	-1	-1
0	112.52211928367615	2.7251548770829155	0	0.12458878379902177
1	108.09657263755798	2.3157287019034998	0	0.1374233794819323
2	106.47280883789062	2.1202918902095615	0	0.14118592495241486
3	105.7172446846962	1.9691364470509394	0	0.14264696628504314
4	105.13094367980958	1.8433633088841193	0	0.14282677070291566
5	104.90039348602295	1.7391820560808913	0	0.14321810605283455
6	104.60517059053693	1.6518873601516189	0	0.1469927308183871
7	104.39322578907013	1.5813584763327686	0	0.14967184160110486
8	104.21468891037836	1.5183418466799532	0	0.14068328082002096
9	104.15607016086578	1.4663580555464124	0	0.1411254051544186
10	104.0422505682165	1.419179406713512	0	0.1415233957921428
11	104.0292220711708	1.3644509503952085	0	0.1410998836909342
12	103.93302094019376	1.3144097804387511	0	0.14182964386759803
13	103.91174309594291	1.2686197439505436	0	0.1410617011024602
14	103.88593835830689	1.227300318114581	0	0.13770517489016854
15	104.14790768921375	1.1889116451275095	0	0.138345794928606
16	104.23617419074563	1.1563318263519662	0	0.1358797404355541
17	104.35399373372395	1.122162900332226	0	0.13251376581130714
18	104.47887297680504	1.0914528336623681	0	0.1359282410187437
19	104.57152882814407	1.0637274852286618	0	0.13441244443129002
20	104.50508503686814	1.0372449422121945	0	0.13497631035212662
21	104.48119764978236	1.0130892970892535	0	0.13037049095251313
22	104.41591258670972	0.9896488721053603	0	0.13381816841079675
-1	-1	-1	-1	-1
0	112.68563175201416	2.7128164892364177	0	0.10781466832437599
1	108.29725575447083	2.305077757410602	0	0.13885901002524575
2	106.50285657246907	2.1116106848196226	0	0.13616379675896703
3	105.85317319631577	1.9630277988826914	0	0.14699281206052472
4	105.23353786468506	1.83902472949387	0	0.14339910794089697
5	104.96622256437938	1.7340207217328971	0	0.14426758395948033
6	104.65906041009086	1.647235081702882	0	0.14394360904419193
7	104.54074922204018	1.5758237216149549	0	0.1456129644607534
8	104.36609416537814	1.5135242581890997	0	0.14794560914778293
9	104.29822130203247	1.4613391269031104	0	0.14801173635595338
10	104.1563549041748	1.415422376231238	0	0.14086639913873994
11	104.12933045625687	1.360648866728827	0	0.14263124739085645
12	104.02892965536851	1.3117559742523706	0	0.14030646373197977
13	104.0055250270026	1.2646168506093127	0	0.1430261391518349
14	103.94209456443787	1.2233543318779285	0	0.14096242321030855
15	103.92773762345314	1.1859346355032292	0	0.14402956809057524
16	103.87041021795834	1.1500297597278766	0	0.14222394431229948
17	103.86880943510268	1.119051210442032	0	0.137301777028735
18	103.82171544275786	1.088327758808806	0	0.14009188549005355
19	103.77935574054717	1.0597871240962256	0	0.13663007652138565
20	103.77804275921413	1.0341232304964938	0	0.13688605638905854
21	103.73920395157553	1.0094316429557884	0	0.1327513516320108
22	103.7699425842451	0.9868058099725764	0	0.13482984512918333
23	103.73044403394063	0.9648181540491889	0	0.13358577795182083
24	103.73697682380676	0.944776495434858	0	0.13026036066751323
-1	-1	-1	-1	-1
0	112.51974892616272	2.7122311519559386	0	0.1180763741573664
1	107.670929312706	2.3010823613726807	0	0.134932394841673
2	106.00501585006714	2.106998628362957	0	0.1368492050527375
3	105.41779345273972	1.9534284963437276	0	0.14464772127260622
4	104.89575777053832	1.8265851527789008	0	0.1467811903999834
5	104.51579781373341	1.7231010379575875	0	0.14907081129415353
6	104.27881056921822	1.6361352412434413	0	0.1465073477213548
7	104.07951471209526	1.565466636284681	0	0.14718420564500242
8	103.90641739633348	1.5039682407002228	0	0.14319900271822084
9	103.874502658844	1.4530197893511247	0	0.14428124747623366
10	103.75351160222834	1.4057381712507873	0	0.14795862759223413
11	103.73235992590587	1.3517178452785221	0	0.14464395518872444
12	103.64745273956886	1.3018864342566565	0	0.1459404271934403
13	103.63002572740827	1.2565214047991347	0	0.14284986365890953
14	103.55944129625956	1.2141123653729557	0	0.13922605713814024
15	103.54894153773785	1.1761498791697333	0	0.1368473141054988
16	103.49252463789547	1.1420310201541692	0	0.13909975480295855
17	103.48135912418365	1.1095852670697974	0	0.1380375642044573
18	103.43167513295224	1.079484616461183	0	0.1390227644993828
19	103.43158630132675	1.0517893298020775	0	0.13883690778549873
20	103.3887483733041	1.0258264053645667	0	0.13638757774051632
-1	-1	-1	-1	-1
0	112.46301484107971	2.71115175828132	0	0.11791219377010673
1	108.07569134235382	2.292664347396441	0	0.14311114323824145
2	106.28995291392009	2.094851501688006	0	0.14333854703535204
3	105.62318402528763	1.9452357581972028	0	0.14083248224896994
4	105.03597159385681	1.8203816443046035	0	0.15059192340386185
5	104.65743919213612	1.7173646994337084	0	0.14695474014622018
6	104.39035732405526	1.6317633898973165	0	0.14841270473693666
7	104.30786001682281	1.5600447714927055	0	0.14627567506342104
8	104.11042250527277	1.5000332226343407	0	0.14420208382385707
9	104.06095750331879	1.4474403842479702	0	0.13953969411303854
10	103.95672158761458	1.4013178173541425	0	0.1454744636429345
11	103.92855403820674	1.3477612226603173	0	0.14374946125395352
12	103.85150445424594	1.2971363579538864	0	0.14397697572523357
13	103.84136181218284	1.2514166407371254	0	0.13848212337058372
14	103.78849051793416	1.210798174255017	0	0.13888788965924437
15	103.79349015653133	1.1726884982704069	0	0.1388781250353762
16	103.75104145442738	1.1384035375441333	0	0.1390375432712287
17	103.74863996770647	1.1063347838566624	0	0.1368542581191045
18	103.70700912726552	1.0759338315487506	0	0.13902062690685207
19	103.70214036703109	1.0482936261439113	0	0.13767731345852924
-1	-1	-1	-1	-1
0	113.16791701316833	2.698059065279129	0	0.11987518989315897
1	108.40322816371918	2.2758612476822124	0	0.12939148305980053
2	106.53983894983928	2.0783152754513203	0	0.1417689596394071
3	105.57339191436768	1.9279774496217295	0	0.14120762657599226
4	105.15603590011597	1.8054944875099728	0	0.14992968395694434
5	104.75131440162659	1.7045629570445273	0	0.14330603096435587
6	105.05070747647967	1.6217930495290265	0	0.14384747429845382
7	105.23573878407478	1.550574236562291	0	0.14297736662640023
8	105.56037542555067	1.491383620569368	0	0.14360203377383549
9	105.6261818408966	1.4394855955089798	0	0.14020151932235028
10	105.68986454876986	1.393215574726107	0	0.13910069079022053
11	105.68580317497253	1.3401594158995855	0	0.14157677966022622
12	105.75853443145752	1.2899787403745961	0	0.14259388792631553
13	105.76295643193382	1.2452381051506571	0	0.1396756336143635
14	105.73246952692668	1.2036275672007684	0	0.14057276791860657
15	105.72898124158382	1.1661100401221733	0	0.14138725707731273
16	105.70745304051567	1.1310039332213635	0	0.13880574412852978
17	105.73285624716017	1.0992325211745433	0	0.13574149988446346
18	105.71084781696922	1.069590659220814	0	0.13466114510072963
19	105.73123953342437	1.042322085915575	0	0.13651077292879457
-1	-1	-1	-1	-1
