Epoch	Training_Time	Train_Loss	Train_Score	Valid_Score
0	6.621192216873169	276.5020717946134	0.7075962123228378	0.7357069370958261
1	5.720039010047913	268.8819788297017	0.7307790008706125	0.7517238634136783
2	5.375281731287639	263.87912155121796	0.7462081399607056	0.7828146433470506
3	5.154469728469849	253.5007742800454	0.7760844672552494	0.7730409807956103
4	5.034135007858277	250.39114090453748	0.7835987674660745	0.7793638545953361
5	4.9871829350789385	240.74855554935544	0.8075252725739006	0.7833137370174406
6	4.9499146938323975	234.0616138665251	0.8228283999306133	0.7717610964138741
7	4.891929417848587	232.3428468168244	0.8254005873661531	0.7707322898295119
8	4.848046859105428	226.82652830707934	0.8360770990353547	0.8113548402900255
9	4.812343955039978	222.0940366419711	0.8449446445436214	0.835090877914952
10	4.784035574306142	216.14119209152784	0.8548325352376631	0.823728076621595
11	4.765263895193736	207.91214133787525	0.8686921343047999	0.7901938810503624
12	4.7444969690763035	198.8951266625131	0.8817501690579465	0.8054759455222419
13	4.7273852825164795	189.08473137182781	0.8949814523236086	0.8049952233980011
14	4.712754631042481	181.83163813287896	0.9025430790198781	0.7996429796198313
15	4.699018284678459	160.6016394620718	0.9238315778919365	0.799523564569861
16	4.687249800738166	155.00755066465038	0.9281293815124216	0.8180022780717224
17	4.677867889404297	142.01750878030938	0.9394715908834604	0.8048421271800901
18	4.672437994103682	126.14055405661117	0.9501152444132962	0.7972577405447776
19	4.663972532749176	122.49882685121639	0.9519031424068685	0.8044042719968646
20	4.656843650908697	108.59852586605753	0.9602695372138678	0.8227268273564567
21	4.65016875483773	100.33922620337138	0.9646157822410625	0.809376837154615
22	4.6445927412613575	88.39266562831494	0.9714698824652565	0.7911277679796197
23	4.639399101336797	85.5136986203896	0.9722609126955648	0.81100271898883
24	4.634260625839233	72.42963498645975	0.9777906914992868	0.8088838673329413
-1	-1	-1	-1	-1
0	4.51092529296875	294.1862664888071	0.6998093715309288	0.7785677542621987
1	4.511927604675293	276.00878773918447	0.7041146848509727	0.7279020919067215
2	4.510267972946167	265.2635871347531	0.7436074899949273	0.7635490152851264
3	4.53061455488205	256.570765107177	0.7685371423076276	0.758646874387615
4	4.527487802505493	250.05484554749125	0.7849926369061803	0.7754537771898883
5	4.524232983589172	246.45282237474308	0.7915685706822149	0.753496717617088
6	4.524469307490757	240.11694967099862	0.8064212954780229	0.7305629041740153
7	4.5222779512405396	235.11244416052057	0.8189641084546198	0.7776583627278072
8	4.522456275092231	234.01660794250725	0.8206210352374581	0.793476263962375
9	4.522100567817688	227.66945374658866	0.8336215298011534	0.7621405300803449
10	4.522172884507612	221.97469702801962	0.8442503946052369	0.7679826817558297
11	4.527715881665547	216.96893447683763	0.853393428187588	0.7895937438761512
12	4.526731766187227	209.4983921235846	0.8653782038480009	0.7999644816774445
13	4.526314616203308	200.9586668550506	0.8773611597518651	0.8057055898491082
14	4.525620826085409	192.92259911234063	0.8874131232845591	0.7874626445228297
15	4.524142414331436	182.96106139634006	0.8993973350767454	0.8239454732510287
16	4.523834649254294	169.66559786759606	0.914152510669412	0.8143249069174996
17	4.539457996686299	166.28947921871216	0.9168010894344217	0.7882220017636684
18	4.551649219111392	150.573365697565	0.9314172715093174	0.8092053693905545
19	4.564465534687042	138.95048770978468	0.9403023225629717	0.8180971977268272
20	4.571455490021479	129.12155927613725	0.9469644256561273	0.8000655251812658
21	4.568794694813815	113.98619157584139	0.9574721356826887	0.8066700960219478
22	4.566161331923111	102.61700344640155	0.9635764962089604	0.7790454144620811
23	4.5639854073524475	92.59229526501294	0.9687344551782171	0.8107026504017245
24	4.561903772354126	87.91408534105435	0.9711012664275318	0.7974506417793454
25	4.559636363616357	75.63364301263825	0.9771102307020714	0.8342243533215755
26	4.560750767036721	66.81573356953702	0.9806843350845371	0.8282903439153438
27	4.566967376640865	61.53024739142536	0.9822496589109838	0.7890854644326867
28	4.576492482218249	57.03767481053522	0.9835740315922039	0.8219337889476778
29	4.580122860272725	50.51257404708123	0.9858406280794895	0.8034611992945326
30	4.578023633649273	47.98921380486599	0.9864650352489406	0.8175062463256907
31	4.575926810503006	48.60961019715597	0.9865036345920649	0.8146494708994709
32	4.573927120728926	44.33985370998235	0.9880756479461049	0.8202619782480893
33	4.573980878381168	36.68799999333167	0.9904019247590642	0.8140370860278268
34	4.582121133804321	34.498726151710336	0.9909241308125075	0.8168295610425239
35	4.582054058710734	32.15579560930415	0.9918035089417198	0.8163610866157163
36	4.580322143193838	31.02444396277731	0.992148083688707	0.8225155545757398
37	4.578496619274742	32.54564873377482	0.9916236093471719	0.8300876935136193
38	4.576917324310694	29.171678127244462	0.9929228130012019	0.829665147952185
39	4.575242871046067	24.335952518522276	0.9941566079409869	0.8278677983539094
40	4.581526477162431	24.232780534167624	0.9940408611723619	0.8213703948657651
-1	-1	-1	-1	-1
0	4.528877019882202	277.50973215398864	0.7154971595394407	0.7439343278463649
1	4.515924692153931	278.08655787253565	0.7033084558089294	0.7278377914951989
2	4.506949345270793	266.33350984255475	0.7395088600101783	0.6432123260826965
3	4.506218612194061	257.19743548622426	0.7666986627711233	0.7569383205957279
4	4.507161855697632	253.18349613514982	0.7756581956913906	0.7917003478346071
5	4.50779112180074	248.4609266399413	0.7885261684067297	0.7414174260239075
6	4.519631317683628	242.96638550129973	0.8008948486229108	0.7955430629041741
7	4.517675042152405	238.16511785521988	0.8127584951361752	0.791547251616696
8	4.517590734693739	236.5389995214551	0.8152286480531373	0.7985927395649617
9	4.5461337804794315	231.17029916038808	0.8275325474992341	0.812043773270625
10	4.543023564598777	222.99169218817423	0.8429192170597408	0.7713814177934548
11	4.5412650903066	220.06932989756265	0.8483019159627199	0.8225645453654713
12	4.539241900810828	207.99084045905477	0.8681198977614637	0.8166611552028218
13	4.542487331799099	198.4385063334029	0.8816592453064634	0.8062904174015285
14	4.54031810760498	190.172957078431	0.8915925402079055	0.8025763031550067
15	4.538606330752373	175.18594193550967	0.9092842646317653	0.7926648540074466
16	4.540575602475335	161.85336192079293	0.9215916626239024	0.8103321575543797
17	4.545584665404426	154.76471342412077	0.9275656029924795	0.7943795316480502
18	4.548168634113512	140.99588499466577	0.938059049715954	0.8186697775818145
19	4.545908379554748	123.99912183136902	0.9517470277993187	0.8068568734077993
20	4.550128743762062	117.81449935510177	0.9552886841284013	0.8122060552616107
21	4.5484831658276645	101.50273752212524	0.964363502470563	0.8099555408583187
22	4.546850204467773	92.72785068574802	0.9687710040914279	0.8000624632569078
23	4.544854978720347	81.82459769415301	0.9747327828475796	0.812916421712718
24	4.544256505966186	74.20275434505108	0.9772770844362936	0.8007238389182835
25	4.543487402108999	66.55266427577928	0.9805015136273622	0.8087032137958065
26	4.542576710383098	66.00990023631458	0.9808685021363429	0.8187157064471878
-1	-1	-1	-1	-1
0	4.594774484634399	275.54082589925724	0.7192744230807874	0.7353731873407798
1	4.678955912590027	277.70606620552	0.70154963547457	0.726548721340388
2	4.626607735951741	264.2793562135031	0.7447198738534508	0.7518555261610816
3	4.598687291145325	257.4479833869047	0.7656252114505848	0.7953134185773074
4	4.583533573150635	249.86802621959717	0.7841252666071495	0.7663996668626297
5	4.5727609395980835	249.42271784848944	0.7854006724589945	0.748986503037429
6	4.564923899514334	244.20966824080594	0.797538038550543	0.7288145453654714
7	4.5665223300457	237.70941972917365	0.8123485244901297	0.7703403635116598
8	4.594623300764296	231.38780156956162	0.827097049000764	0.7748750734861845
9	4.588745141029358	224.64449574226558	0.839678858591281	0.7783228003135411
10	4.612205787138506	223.2490052326705	0.8406606685098664	0.7839659269057417
11	4.607337117195129	214.90852118277735	0.8557866515372279	0.8043093523417597
12	4.600228456350473	204.4663116266561	0.8724799191146408	0.7725755682931608
13	4.595843843051365	197.59056932242342	0.8807297213506757	0.7449539486576524
14	4.611334864298502	187.7762315883193	0.8938666720251234	0.7820430384087791
15	4.615275010466576	180.04372237079826	0.9027551447336963	0.7964585782872821
16	4.611483405618107	164.31883804234423	0.9182871897750801	0.7513426538310797
17	4.607004894150628	156.94274343631065	0.92596989435775	0.738621889084852
18	4.603259437962582	140.24562426315723	0.9399025656209337	0.7791219625710366
19	4.5992405891418455	130.99766439153242	0.9463587286596382	0.790239809915736
20	4.595533427738008	115.89716644434966	0.9557883482679812	0.7976833480305702
21	4.592276518995112	109.84973176690035	0.9600757203262809	0.7986907211444249
22	4.605908860330996	100.79697251966758	0.9645168233673553	0.8121570644718792
23	4.609468191862106	89.9054931891981	0.9703804121610177	0.8065231236527532
24	4.6056494045257566	74.63243306376214	0.9769155680121451	0.7761396482461297
25	4.602160829764146	69.12501692956732	0.9798938815376421	0.7935130070546738
26	4.599187753818653	60.66277159715808	0.9824499218376117	0.8106659073094257
27	4.596287139824459	60.966268999632014	0.9820170632676554	0.8170592053693905
28	4.594066217027861	50.664125938286155	0.9859061521304171	0.8009228640015676
29	4.600200430552165	49.78444005629813	0.9866607487841975	0.815525181265922
30	4.597931800350066	46.31219914301421	0.9874971704067191	0.8194505682931608
31	4.605586029589176	49.308586161266	0.9863598994551187	0.8183023466588281
32	4.602747736555157	41.979420290436856	0.9889681231963906	0.8030692729766803
33	4.6000776290893555	37.749400758928104	0.9902358527512463	0.8052309915735841
34	4.597701896939959	30.881192244300546	0.9924316068850155	0.8242332941407016
35	4.595126946767171	27.78504139508388	0.9932193564274622	0.8147658240250832
36	4.5933360731279524	27.450791179671768	0.9933279010610153	0.8115446796002352
37	4.593030145293788	26.708565200022026	0.9935290994962914	0.8040000979815795
38	4.591359279094598	23.565730719141257	0.9941897480144664	0.8113977072310405
39	4.589722162485122	22.317379847977513	0.9947338552224245	0.8139391044483637
40	4.587582018317246	25.09913636409035	0.9940716176210667	0.828914976484421
41	4.585923285711379	22.43697474908459	0.9947193996915333	0.8174052028218695
42	4.586890730746957	22.0270576236784	0.994555724123677	0.8100473985890653
43	4.592842990701849	18.7509953522867	0.9956765660055944	0.8115599892220263
44	4.596121433046129	17.509551202604012	0.9958305789224827	0.8033356603958456
45	4.595276220985081	17.42386198309503	0.9958818140399497	0.8212877229080933
46	4.593890555361484	15.98481069158676	0.9964944312373973	0.8166366598079562
47	4.600015247861545	15.799955285796823	0.9963946009309772	0.8133940819126004
48	4.601377389868912	14.177023678324943	0.997022032484551	0.813957475994513
49	4.604673476219177	15.056354214516722	0.9966652576795777	0.811489564961787
50	4.602894077114031	12.944405139416688	0.997176788682283	0.81286130707427
51	4.600915977588067	12.316213935382606	0.9974174066326488	0.8050105330197923
52	4.600628573939486	13.44372565778651	0.9971849391411898	0.8095146237507348
53	4.598930553153709	13.854781532039246	0.9968561014437898	0.8122029933372525
54	4.597240014509722	11.510519389958345	0.9977626990301056	0.8189147315304723
55	4.595609886305673	12.296124041600283	0.9975000389581683	0.8192852243778168
-1	-1	-1	-1	-1
0	4.53428053855896	272.8481416794681	0.7174929583110691	0.6925215559474818
1	4.522120475769043	275.9512244971224	0.7069089594765334	0.7255168528316676
2	4.5403181711832685	263.64099740242773	0.7462675511674532	0.7405968302959043
3	4.533717155456543	258.63289028544756	0.7631577240925106	0.7609280080344895
4	4.530766344070434	253.94895387989607	0.7729590994593837	0.7608606456986088
5	4.577793041865031	247.91604357357173	0.7906280641112021	0.7364509847148737
6	4.57194413457598	244.5234642472378	0.7979088203548639	0.7637939692337841
7	4.565572619438171	237.37223980038664	0.8134950480067155	0.7715804428767392
8	4.56747743818495	234.8722885070845	0.8200884360673902	0.8063883989809915
9	4.569696998596191	229.47361645957295	0.8302597730666189	0.7495468351949833
10	4.564172939820723	226.5339877235797	0.8370417366034136	0.7659801832255537
11	4.5829371611277265	218.52696088857428	0.8501158287858215	0.7752241328630217
12	4.584987787099985	210.10141073825747	0.8642017312394891	0.7767949000587888
13	4.5806222302573065	201.6309452759203	0.8751684043718446	0.7856989760924945
14	4.577038860321045	189.85045326218125	0.8928801333025497	0.7704107877718989
15	4.5929747223854065	178.15607133022576	0.9045810653869797	0.800426832255536
16	4.5979447224560905	168.53542692716732	0.9140684814885136	0.7709129433666471
17	4.597595307562086	152.78203749102215	0.9300085492675249	0.7907235939643346
18	4.603479222247475	146.96630224331406	0.9343180403385176	0.7726613021751911
19	4.599300074577331	131.99635020707004	0.9451540626398136	0.7629029492455418
20	4.5978446915036155	118.99068846443826	0.9534171798551001	0.7862470605526161
21	4.594076069918546	113.15512290481449	0.9563039288697661	0.7925791201254164
22	4.591154658276102	101.13787599959115	0.963573676867829	0.7650432343719381
23	4.601808468500773	91.08862606869188	0.9694139420212236	0.7798415147952186
-1	-1	-1	-1	-1
0	4.533859729766846	278.53950949417526	0.705282930109456	0.7083363952576915
1	4.523887753486633	277.8223236993302	0.7022820105941613	0.763056045463453
2	4.519898970921834	265.36393437459486	0.7400849539247893	0.7469074563981971
3	4.518912851810455	258.86206531155017	0.7608964459078135	0.7674866500097981
4	4.517930316925049	252.04842676118363	0.7802714195085284	0.7418767146776406
5	4.564284165700276	247.27707458836164	0.7908030042283964	0.7471156672545562
6	4.61561529976981	243.17478398019952	0.8014404680229302	0.7751965755437976
7	4.63531556725502	238.6725423058798	0.8115470883280097	0.7645073976092495
8	4.620609601338704	234.27755553408187	0.821596373486629	0.7734849598275525
9	4.611037707328796	231.05590791295666	0.8275471311819949	0.7491732804232804
10	4.602947495200417	225.31154551616936	0.8391694677247978	0.7553430580050952
11	4.596275627613068	219.56208168443783	0.8498903583864429	0.7519749412110524
12	4.594003402269804	213.36354302620703	0.8611821912575409	0.7821930727023318
13	4.5887115853173395	204.44705025724662	0.8742670353818085	0.8245670438957476
14	4.607512283325195	191.4041203971981	0.8915022700309573	0.7816970409563001
15	4.617858245968819	186.9577450974043	0.8963261883369087	0.755496154223006
16	4.615379501791561	171.218308785165	0.9136896645619688	0.7624589702135999
17	4.61007477177514	161.21497250527375	0.9224211512302785	0.7878208896727414
18	4.60443659832603	151.09694544843924	0.9321235420930706	0.7749301881246327
19	4.6004590630531315	136.33657509781594	0.9427847780594159	0.7794312169312169
20	4.596434014184134	120.0898817421854	0.9540449702339089	0.7740728493043307
21	4.595553040504456	117.04999991997268	0.9557556695412328	0.761212766999804
22	4.591700222181237	101.20219072075777	0.9650923790441142	0.7755150156770527
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-1	-1	-1	-1	-1
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27	4.604768301759448	59.10604616283446	0.9835516306453974	0.8108710562414265
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-1	-1	-1	-1	-1
0	4.522954940795898	271.571132676546	0.7276092540823035	0.7465369635508524
1	4.514062762260437	272.63956779287764	0.7216427593373502	0.7384320497746424
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13	4.543506945882525	196.8596257202385	0.8844710767381595	0.7687940917107584
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32	4.630326841816758	33.12055223856785	0.9914837956574354	0.8026681608857533
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-1	-1	-1	-1	-1
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25	4.573526868453393	65.9621922618659	0.9810451594885901	0.7688859494415049
26	4.57150356857865	63.341312270755914	0.9813509298494614	0.7543020037232999
-1	-1	-1	-1	-1
