Epoch	Training_Time	Train_Loss	Train_Score	Valid_Score
0	10.65381121635437	297.43021628653355	0.63920823622839	0.7057674407211444
1	9.653862595558167	293.6737727508989	0.6554391959362119	0.7338804992161474
2	9.373936176300049	276.8869542262351	0.7019890041595022	0.6724491108171664
3	9.255522608757019	270.64190365917	0.7211442229342226	0.7572812561238488
4	9.164591646194458	266.55824863818265	0.7343995731209962	0.7371016436409954
5	9.093962470690409	259.2115690892981	0.758212702269785	0.7673350847540662
6	9.017318078449794	256.87876971932343	0.7660583647698412	0.7102516289437586
7	9.095507055521011	254.19920182228088	0.7732142754621363	0.7874151846952774
8	9.152689350975884	250.25247468135154	0.7821960939925274	0.7704812120321382
9	9.081203722953797	251.25313875749129	0.7818654493537661	0.7059588109935333
10	9.05044657533819	245.90251668294272	0.7936717863509443	0.7820001714677641
11	9.09283153216044	240.83566932345545	0.8075595788293931	0.8176884308250048
12	9.131841384447538	235.22268878581912	0.8194653104166351	0.7831713575347835
13	9.090826187814985	232.92816498113234	0.8239170372476997	0.7921091147364295
14	9.055579773585002	227.55913948827936	0.835217584445931	0.8066501935136193
15	9.029116943478584	225.54786194017692	0.8389906830515155	0.7952705516362925
16	8.995976770625395	215.74850143573082	0.856952654137993	0.759701707329022
17	9.051240271992153	221.10619306933972	0.8465137872957823	0.8094304208308838
18	9.083687054483514	211.0675255679345	0.8624035682811615	0.7972730501665688
19	9.117229688167573	207.02321565058804	0.8698231514451636	0.7625554208308838
20	9.094511122930617	198.62362295897432	0.8826428237208496	0.8138748040368411
21	9.117486997084184	190.3294294342514	0.8925072498075671	0.8046538188320597
22	9.096169399178546	184.34234239149464	0.8994957172670394	0.7518111282578874
23	9.079909731944403	181.36075551565304	0.9034873276254832	0.7978119488536155
24	9.112766857147216	171.2067452142405	0.9133245727006581	0.7696223422496571
25	9.093629983755259	162.82405652186668	0.9220062723676273	0.800899899568881
26	9.073327974036888	155.9391891272493	0.9281201930233712	0.7704199735449736
-1	-1	-1	-1	-1
0	9.936838626861572	289.81489132725915	0.6692851596444227	0.6772027483833039
1	9.428507566452026	282.60999103479605	0.6830162736470957	0.6183709337644523
2	9.416545152664185	269.8399516186973	0.7267322339474918	0.756107008132471
3	9.20457410812378	265.1245839170707	0.741277637744806	0.7573792377033117
4	9.21708984375	260.4786035108936	0.7557315539224109	0.7449248603762493
5	9.0933628877004	256.46698901449986	0.7676605835195465	0.7441915294924553
6	9.098958321980067	251.05880203912423	0.7823243355684386	0.7681357779737408
7	9.02142345905304	245.41143236973488	0.7941198437326353	0.754289756025867
8	8.972911172442966	244.4074510511502	0.7972776339515106	0.7402110278267686
9	8.964616441726685	240.04902696239856	0.8082812148223117	0.757149593376445
10	8.926148609681563	232.90657548941383	0.823975666728043	0.7492926954732511
11	8.904695987701416	231.5598879267079	0.8266794661336643	0.6806474132863022
12	8.88204523233267	224.88151347914408	0.8380794719978937	0.7825513178522436
13	8.879878997802734	218.31094515231229	0.8508449488479249	0.6837032137958063
14	8.85254332224528	211.9582277129787	0.8611600594296607	0.7410163139329806
15	8.82930201292038	208.83530932249025	0.8648151429785284	0.7138968498922202
16	8.858510101542754	202.6047227733819	0.8737025007658354	0.794195816186557
17	8.870689259635078	193.5569551527038	0.8885687455838865	0.7060277042915932
18	8.85076470124094	184.98629917839702	0.8974922934591696	0.76254470409563
19	8.83699802160263	178.60364903960118	0.9036846686894842	0.7207157554379777
20	8.8479387873695	165.377240232719	0.9186717222750095	0.7374491720556535
21	8.836590073325418	161.35191544451456	0.9213220823510065	0.7470758622378992
22	8.839359086492788	151.8604358702667	0.9294461163422135	0.7504684744268076
23	8.870806902647018	150.39543292919794	0.9309151468538408	0.7727057000783852
24	8.90419734954834	135.14632247954376	0.9435166405715286	0.7386616941015088
25	8.88756330196674	126.1585824933163	0.9493955050680476	0.7403212571036646
26	8.9018773149561	121.8339109328366	0.951985185233788	0.7315764011365864
27	8.926106555121285	116.76251082272492	0.9556748826026352	0.7610168038408779
28	8.915248837964288	105.28642642775247	0.9630638631001762	0.7483771800901431
29	8.9041198015213	101.95599525289018	0.9641897413505688	0.7523515579071134
30	8.9080788781566	94.86691008057706	0.9683083758421629	0.7629550019596316
31	8.900767631828785	93.82479781143425	0.968729021538946	0.7670396090534979
-1	-1	-1	-1	-1
0	8.464925289154053	299.94595169836236	0.6444031670120274	0.6992899397413287
1	8.468800067901611	299.2839730026186	0.6156577030756039	0.5870995002939448
2	8.458187500635782	288.3400042297304	0.6586129666932267	0.5865789731530472
3	8.452340960502625	279.58602877180704	0.6919884167113318	0.6513019302371155
4	8.443457508087159	271.0749851696251	0.7204284819273058	0.7353088869292573
5	8.475739280382792	264.47532661201416	0.7443911899382945	0.7177395649617871
6	8.50777520452227	264.9527536991031	0.7411217666258085	0.7174058152067411
7	8.520708709955215	258.4830442842587	0.7623029126767009	0.7339218351949832
8	8.550039132436117	253.9939276081647	0.7757465820358556	0.7370970507544582
9	8.537825202941894	249.35859972192335	0.7863254291652331	0.7444824123064864
10	8.536252498626709	254.0268746827	0.7740253358296634	0.7690727268273564
11	8.626312692960104	245.3906451676243	0.7966090912781683	0.7533191260043112
12	8.620248005940365	239.30330600664598	0.809244814360227	0.790769522829708
13	8.617894785744804	235.0989686315374	0.8201122210543886	0.7426207622966883
14	8.606119632720947	233.8592678299246	0.8212572323789129	0.758701989026063
15	8.668182387948036	222.16507944395377	0.8423529908390893	0.732611331569665
16	8.649675663779764	224.0798561074013	0.8385633478271389	0.7587203605722124
17	8.640894929567972	215.23771355133647	0.8552654450683675	0.7611974573780129
18	8.628423402183934	207.91084413750227	0.8663016149596086	0.7792260679992162
19	8.614308369159698	199.323467786922	0.8781638389871205	0.7734329071134627
20	8.620001633961996	190.8069033105244	0.8894434589850454	0.7855275083284342
21	8.623726053671403	181.56090049226154	0.9003815926960406	0.7825635655496768
22	8.61607633466306	175.92309428370277	0.9066034300411767	0.7753006809719771
23	8.634625544150671	171.37663017686947	0.9111112489455664	0.769746350186165
24	8.626354427337647	162.35131347087002	0.9194923812175699	0.7672294483637077
25	8.618317246437073	153.08153474330902	0.9289395576320487	0.7729001322751322
26	8.61240854969731	142.7626086501188	0.9388337790284489	0.7654076033705663
27	8.642230646950859	125.39657918427342	0.9517535250991075	0.7782523760533019
-1	-1	-1	-1	-1
0	9.603005170822144	295.05487774324047	0.6468063862074961	0.6890937316284538
1	9.288799524307251	290.8373574175576	0.640503620956706	0.6681088330393885
2	9.086217721303305	282.62457207931106	0.6761373119601987	0.6925858563590044
3	9.12968909740448	285.9417457950208	0.670021033310054	0.6943127816970409
4	9.13822922706604	284.5630626253379	0.6766153825097508	0.6785913310797569
5	9.051431934038797	277.2599537058394	0.7008391486943067	0.6771905006858709
6	8.993212393351964	269.70829457275624	0.7258355040551352	0.7426207622966883
7	8.941435724496841	267.6841517234033	0.7357449755240182	0.7486787796394277
8	8.900091780556572	267.4273991825045	0.7346575812800669	0.7058363340192044
9	8.864651489257813	262.9996312755023	0.747779051208667	0.7376971879286693
10	8.875971534035422	259.6544030211693	0.7565590433596212	0.7232127547521066
11	8.853930016358694	254.0542676153109	0.7726799590570155	0.7212347516166959
12	8.835795237467838	254.79165754022523	0.7702789568888908	0.7186902924750147
13	8.877771735191345	248.3438380744106	0.7883988367090928	0.7708930408583186
14	8.853447882334391	244.27943307299947	0.7989151072805435	0.7314125881834215
15	8.837186127901077	242.52122398864392	0.8026190038765427	0.7473009136782285
16	8.82852450539084	237.1856948941253	0.8161195470354269	0.7262119096609837
17	8.843805339601305	239.28450443947963	0.8105368671399332	0.754231579463061
18	8.831405627100091	233.83047134931698	0.8219625033780832	0.7355569028022733
19	8.829863882064819	229.65206137553665	0.8307298982002556	0.7488517783656672
20	8.821689219701858	227.3892349143361	0.8344460717453628	0.7308905300803449
21	8.809403386983005	223.5301149205644	0.8418497640775341	0.7375165343915343
22	8.801735992016999	214.82815826770872	0.8570090922213661	0.7463440623162845
23	8.796371817588806	211.96425251812897	0.8619231397372087	0.7308844062316284
24	8.795031566619873	209.07741018783216	0.8663879765045337	0.7701260288065844
25	8.78579541353079	202.67909014502237	0.8754991387169149	0.7499112041936116
26	8.77580248868024	201.41740804864455	0.8771511316527737	0.74986221340388
27	8.76967465026038	197.56331384274387	0.881594259493388	0.7597552910052909
28	8.76259470808095	190.84006164979564	0.8910227769956527	0.7339034636488339
-1	-1	-1	-1	-1
0	8.548409700393677	334.32666369741276	0.5391526900820296	0.5855241402116401
1	9.268633365631104	309.18755668078285	0.5728773539448015	0.5422453703703703
2	9.204364140828451	298.3570781400961	0.6087225211635124	0.6636812904174014
3	9.027007043361664	287.9419964339382	0.6615248462895216	0.6903812708210856
4	8.904382133483887	278.6430600484212	0.6961935280845335	0.6371190966098373
5	8.843135237693787	289.7366259153499	0.6507697518938795	0.6799615422300607
6	8.810311249324254	280.5214143279911	0.686629195230864	0.7427922300607486
7	8.829039633274078	269.5178189758183	0.7279673232211598	0.7353915588869292
8	8.803730090459188	273.0209674502528	0.7132319983530947	0.7018512394669802
9	8.77381615638733	263.83003121568254	0.7462530700061882	0.7429575739760925
10	8.748163396661932	261.97621171788654	0.7510838059916023	0.7066309033901628
11	8.720472633838654	261.36824799323267	0.7557000029321147	0.6321557172251616
12	8.698582355792706	258.2665586619414	0.7617034694914483	0.710118435234176
13	8.688357319150652	255.80457073034242	0.7679710442388457	0.6740780545757398
14	8.678697570164998	252.90913609201593	0.7787877668685794	0.7259179649225945
15	8.66957712173462	249.03967743696168	0.7876316939872783	0.7081434940231236
16	8.693622757406796	244.86530800937683	0.7952359183650036	0.7241236772486772
17	8.682069063186646	241.62195973618086	0.8047788114108886	0.7315794630609445
18	8.74538446727552	238.4713682204254	0.8121766728329929	0.7498560895551638
19	8.730804061889648	234.08668896763822	0.8210987854073363	0.730780300803449
20	8.72990201768421	232.89111089891242	0.8252570572721982	0.7376971879286695
21	8.740726817737926	234.3189741031144	0.8217761705596813	0.748891583382324
22	8.732931105986886	225.89906308817308	0.8403039065200801	0.757327184989222
23	8.722793072462082	219.64627626884814	0.8502675349690569	0.7148491083676269
24	8.76708766937256	216.46865384153617	0.8552790419817322	0.7269590192043895
25	8.784438940194937	211.6552440953809	0.8648076845397175	0.7456826866549088
26	8.774111094298187	205.48145895226057	0.8729606680382676	0.7587050509504214
27	8.77014582497733	196.83266359891078	0.8845699459055578	0.756356554967666
28	8.762088282354947	196.06561270425485	0.8846762222510194	0.7614424113266706
29	8.78071620464325	191.19035063603127	0.891536255906776	0.7562157064471879
30	8.76730804289541	184.15024140823718	0.8995379048625126	0.7809193121693121
31	8.757789567112923	176.62443536196568	0.9090438004636432	0.7656005046051342
32	8.76177657734264	166.01472136216572	0.9199338900387244	0.7157921810699588
33	8.769689805367413	161.67480681201283	0.9224378750492616	0.7543907995296883
34	8.776297637394496	155.34551670939425	0.9291088462517937	0.7533466833235352
35	8.794996870888603	144.54149333451144	0.9377635315046506	0.7781758279443465
36	8.818986570512926	138.88817656687064	0.9423458835364009	0.7590265530080343
37	8.818633870074624	138.80748796832654	0.9419237769083044	0.7054734959827551
38	8.822183780181103	124.32197982211446	0.9530987993502599	0.7660934744268078
39	8.826927882432937	119.66929699376573	0.9553196712504712	0.7326786939055459
40	8.830029353862855	109.11458572491195	0.9620218474332513	0.7343811238487165
41	8.82458255972181	103.8086514362069	0.964994112190503	0.7719784930433078
42	8.817140329715818	101.65919638650362	0.9659169081731367	0.7631662747403488
43	8.811216695742173	98.996614162312	0.9669325886308582	0.7597706006270821
44	8.806196806165907	90.194458774818	0.9719062652116268	0.7609249461101313
45	8.798946266588958	87.41180303045945	0.9729325310137776	0.7530619243582206
-1	-1	-1	-1	-1
0	8.988990783691406	294.6820176904516	0.6733001064583211	0.6930482069370958
1	8.775688767433167	295.225812882416	0.6245427669444452	0.6359402557319224
2	9.110579570134481	291.98001797254693	0.6288608698210755	0.6007618067803253
3	9.019172370433807	298.67856265223304	0.5923745203531825	0.5626086983147168
4	8.92164068222046	296.88875799216044	0.6100086917724039	0.6596609837350578
5	8.852465152740479	285.65263007407964	0.6710415963540075	0.6330237727807172
6	8.793085949761528	278.3525211644727	0.7012506956083482	0.6469739001567706
7	8.763668239116669	275.16124048343926	0.7089659635810841	0.6615318195179307
8	8.738424195183647	269.33276075540584	0.7303660058404445	0.6708385386047422
9	8.724112582206725	265.10009809981943	0.7394529986102185	0.6947445130315502
10	8.712582436474888	264.55299338259437	0.7421419067685923	0.6877372991377619
11	8.764023045698801	260.7199494949607	0.7586525194862607	0.692245982755242
12	8.779181021910448	257.31249952131463	0.7659996712135633	0.6823284097589652
13	8.769034828458514	256.23589479091555	0.7675107739839813	0.7163050533999608
14	8.789877398808796	251.82766580581665	0.7783115545211364	0.7118912894375857
15	8.812662199139595	251.32109467742978	0.7833908026120837	0.7537033975112678
16	8.81635069847107	248.0707327839016	0.7899445148539294	0.7031632740544776
17	8.800471054183113	244.58573754074038	0.7965167578561198	0.7503781476582403
18	8.79173395508214	245.87806229813154	0.7946881588287616	0.7390827087007643
19	8.779239404201508	243.26237446393154	0.8005055873189931	0.7375440917107583
20	8.809871321632748	242.15702992816304	0.8011362995604289	0.7240486601019007
21	8.82326853275299	239.45992575504982	0.8096247077624765	0.7079046639231824
22	8.811017990112305	235.54314933821212	0.8175805039792694	0.76605520037233
23	8.80402261018753	232.2281331979027	0.8225732495582349	0.7631754605134234
24	8.80033715248108	234.38088887052018	0.8198483050941292	0.714616402116402
25	8.84657779106727	226.7569100496381	0.8342169233873266	0.7335100063688026
26	8.87276404875296	225.36689001275587	0.8368354120933538	0.739454732510288
27	8.86353053365435	220.13838706275288	0.8470475398326768	0.7387106848912404
28	8.884388487914514	223.4079256833986	0.8403201946227064	0.6927190500685871
29	8.906492813428242	217.57688046240992	0.8508466917133514	0.7503429355281207
30	8.896777068414996	213.22289715996084	0.8577782853730941	0.7527771653929061
31	8.88620462268591	215.38251767417256	0.8531433398140589	0.7521479399372917
32	8.880952387145072	209.0527871902599	0.8629826353191473	0.7446814373897707
33	8.875787321258994	209.74176692962646	0.8615346473445086	0.7650294557123262
34	8.870081649507796	204.84148253766142	0.8699285819882854	0.7508297815010777
35	8.86546579334471	205.04773876278898	0.8685816545780153	0.7414235498726239
36	8.854365516353297	202.88067619098248	0.8724122421123037	0.7231040564373898
37	8.841068932884617	198.4170477002166	0.877108764644683	0.7426896555947482
38	8.853856912026039	196.08960443134455	0.8817572943018963	0.7702775940623163
39	8.846022820472717	198.46676594712014	0.8764142199569984	0.766318525867137
40	8.84022376013965	192.63377014888349	0.8849609116293413	0.7588244660003919
41	8.861731688181559	194.4319422928862	0.8813930097973643	0.7827365642759162
42	8.856602668762207	190.2534400289373	0.8879189643442541	0.7630407358416618
43	8.848104796626352	191.02476298901462	0.8865187770169772	0.7860066994904958
44	8.862732638253107	188.41514263966286	0.8902499315156409	0.7583223104056437
45	8.855082926542863	183.70221105841702	0.8946790651720947	0.779973177542622
46	8.84849710667387	181.52195387478022	0.8983628291093793	0.7354267710170488
47	8.859426240126291	184.71287899239118	0.8941382770975591	0.7430892367234959
48	8.863738123251467	182.85953301052714	0.8956060389056772	0.7470605526161082
49	8.869812498092651	178.63182910006176	0.901835757590794	0.7500229644326867
50	8.874462048212687	179.24102580639743	0.900005595110627	0.7461817803252988
51	8.881149443296286	180.4991416515306	0.8989164964468099	0.7448835243974133
52	8.87712926234839	179.29122020107832	0.899820172170499	0.7487583896727414
53	8.871937115987143	178.2627863200136	0.90239155224926	0.7508711174799139
54	8.882258250496605	179.1205808395563	0.9004597012605632	0.7339891975308641
55	8.892370794500623	177.46815209056055	0.9030324525643292	0.7398451278659611
56	8.900191315433435	172.72244150509206	0.9078307276811729	0.74526779590437
57	8.908890152799673	173.04696549740873	0.9073171975093017	0.7554211370762297
58	8.904239581803145	170.97716750655064	0.9095159760271938	0.7471600651577505
-1	-1	-1	-1	-1
0	8.802590370178223	289.6949887811676	0.679140320350968	0.6810760826964529
1	9.030826687812805	280.4640686327173	0.6915514957271091	0.6770021923378405
2	9.084976355234781	271.8402131952981	0.721598649463833	0.6783984298451892
3	8.907494187355042	269.8818723841231	0.7282280097543052	0.7159804894179893
4	8.830884742736817	262.97254214915193	0.7491313353670864	0.728754837840486
5	8.788345654805502	264.7627639770508	0.7421967173232211	0.7126919826572604
6	8.747238022940499	255.83814192927161	0.7682718807527374	0.7723367381932196
7	8.728496372699738	253.5872488705687	0.774357825855347	0.7449432319223985
8	8.695976866616142	249.50674347175183	0.7854443850617159	0.7553905178326474
9	8.678730988502503	247.3435343808906	0.7916645948781081	0.7802150695669214
10	8.653115619312633	244.446206259173	0.798894961806642	0.7824518053106015
11	8.652289112408956	239.04432646433511	0.8113466844343253	0.7820078262786595
12	8.637794512968798	231.59362818843636	0.8271606251432737	0.7685828189300411
13	8.631439191954476	229.3272865437722	0.8314110382023798	0.7793990667254557
14	8.675475215911865	222.83449517109597	0.8443463931707561	0.7939355526161082
15	8.693761080503464	220.3254129239755	0.8478985066923981	0.806005658436214
16	8.678939244326424	212.55363285541534	0.8616533544213216	0.7884179649225945
17	8.67216812239753	207.0978924285534	0.8702529856309972	0.7886108661571625
18	8.70578404476768	208.22522167734397	0.8680446213532591	0.7928669410150891
19	8.771574628353118	200.44697746565177	0.8798259687358649	0.7933537869880462
20	8.780883221399217	194.1412133874819	0.8884101320148796	0.7849595213599841
21	8.768912954763932	186.7184944476268	0.896726457886425	0.8006289192631786
22	8.75434392431508	180.58647659859915	0.9041727222696785	0.7819144375857339
23	8.745516250530878	173.22414849894915	0.9116656723790277	0.75244341563786
24	8.747559871673584	165.33548858276635	0.9198171180551427	0.7578905790711347
25	8.77325204702524	156.63865433367647	0.9280353052249466	0.7614026063100136
26	8.800366534127129	147.3678016879762	0.9359140180921732	0.7853912526944933
27	8.78912674529212	144.76399329466412	0.9376260501789411	0.7639562512247697
28	8.815125958672885	143.17508497995922	0.9389595729036507	0.7762468155986675
29	8.824858562151592	131.94132569593975	0.9472086703044027	0.7742902459337644
30	8.86403949029984	119.63643074590107	0.9557675107739839	0.7690176121889085
-1	-1	-1	-1	-1
0	8.595282077789307	294.59036177442977	0.6344971812739978	0.671902557319224
1	8.496614694595337	288.3663256112919	0.6520234231886399	0.653974990201842
2	8.973041931788126	279.8668898094532	0.6847940604581563	0.6221891534391535
3	8.986862480640411	277.4904657223428	0.6940359888382798	0.5851245590828924
4	9.055056476593018	275.64452933525854	0.700330629260537	0.6279915000979817
5	8.97328265508016	273.41389865653457	0.7116051231836779	0.6406739907897315
6	8.916008642741613	269.37367740897247	0.7277403278145329	0.679964604154419
7	8.948549300432205	267.06579393564266	0.7357764752535664	0.668641607877719
8	8.951602035098606	262.1928018673446	0.7505777983344768	0.6823100382128159
9	8.9117910861969	264.65833677247514	0.7422757742115789	0.6789847883597884
10	8.975621288472956	259.86796450060467	0.7570828897569952	0.6499118165784832
11	8.944427073001862	255.3428188774937	0.7696162963863634	0.6714616402116402
12	8.89853915801415	259.86877242908923	0.7565249293319329	0.6700378453850676
13	8.85537941115243	253.47150081072667	0.7750293160216902	0.6893953311777385
14	8.936646954218547	250.05896104213804	0.784196698459266	0.7146317117381932
15	8.922973617911339	247.14319464772245	0.7910412898147354	0.7250820595728004
16	8.891869152293486	242.2045727607816	0.8040784742586979	0.7424033656672546
17	8.873924242125618	238.57422815552053	0.8115099883617598	0.7171363658632177
18	8.927873134613037	237.0925732102505	0.8142510415158747	0.7404590436997843
19	8.913237166404723	229.59294831845187	0.8304254734340147	0.7396705981775427
20	8.926667781103225	232.83856023004813	0.8227033749666293	0.6932441700960219
21	8.934846704656428	231.59286642444226	0.8263664423769732	0.7553032529884381
22	8.929227735685265	220.61548905409583	0.845695691390614	0.7451192925729963
23	8.913903971513113	214.12127799396367	0.8576063952703963	0.7423084460121497
24	8.899683837890626	213.75417026992915	0.8557321613622727	0.7416011414854007
25	8.879963828967167	207.9496681431467	0.8651601021811244	0.745933764452283
26	8.881678024927774	201.59151880685673	0.8750360106753584	0.7436985596707818
27	8.868495047092438	194.39422044827955	0.8847860484032687	0.729503478346071
28	8.856393797644253	190.0354155717894	0.8883755566404609	0.7587662894375857
29	8.846874125798543	182.9164983043375	0.8982245660572652	0.7057306976288459
30	8.836958685228902	177.95243509795316	0.9039302717475773	0.780417156574564
31	8.825512811541557	171.1866928828779	0.9121016065938545	0.7318182931608858
32	8.819503090598367	162.50704769755518	0.9200007084235352	0.7507930384087791
33	8.845390656415153	158.94081090217412	0.9238766873500366	0.7536896188516558
34	8.845366709572929	155.01645666869112	0.9271239916498292	0.7321030521262002
35	8.837700678242577	146.9729468388151	0.9344443211908241	0.7549450078385265
36	8.849249968657622	144.4823324236759	0.9359060854914449	0.7503551832255535
37	8.845671540812441	136.7590977683548	0.9432552620182874	0.744323192239859
38	8.873419437652979	132.62908721062564	0.9458563605156093	0.7401252939447382
39	8.86519477367401	128.07244788907295	0.9497560859835481	0.7349475798549872
40	8.855621617014815	124.4611960566321	0.9524798514504536	0.746016436409955
41	8.844891247295198	119.67545083511708	0.9553619998130009	0.7450151871448168
42	8.849006780358248	112.58956787660141	0.9603904613180246	0.7413623113854595
43	8.842629112980582	112.27894169230794	0.9606246588597231	0.7339493925142073
44	8.8481634510888	107.77588924419048	0.9634590578356563	0.7434689153439153
45	8.838321146757707	105.58247679934021	0.9638195618600353	0.7080975651577502
-1	-1	-1	-1	-1
0	8.55942964553833	292.45333976154177	0.6537433109850143	0.7252091294336664
1	8.673531532287598	282.57364327778185	0.685947004383409	0.708912037037037
2	8.949593623479208	274.35804412161656	0.7137737219362784	0.6870606138545954
3	8.939017415046692	271.29465078753094	0.7217115384457659	0.7110798794826572
4	8.85132975578308	269.8083657996599	0.7270272011057559	0.7243211713697824
5	8.778753836949667	262.8940571186154	0.7481670694394494	0.7506307564177935
6	8.831000123705183	255.5580332796703	0.7684634549826062	0.7561835562414267
7	8.786604166030884	254.05040522508844	0.7691677776579416	0.7491977758181462
8	8.766675498750475	249.1599145194357	0.7865284729874313	0.7609371938075641
9	8.740545415878296	248.72627685606017	0.7876599002137779	0.7852948020772094
10	8.726889545267278	247.31930125776188	0.7908975546777892	0.7768775720164608
11	8.726059158643087	242.81314123878184	0.8029612206291293	0.7535579561042525
12	8.769158858519335	238.02130081117616	0.8121178767552193	0.7885128845776994
13	8.775468179157802	239.3882671363594	0.8097539104774099	0.7885588134430728
14	8.761529223124187	234.61004354787428	0.8208891417638537	0.7673580491867528
15	8.791944548487663	227.85987018060314	0.8341719677114702	0.7419593866353125
16	8.854774937910193	230.11092991237493	0.8298183667669601	0.7959931657848325
17	8.839196231630114	222.38503212522167	0.8449773873463049	0.7790944052518127
18	8.829138693056608	217.7169022375299	0.8526494296934238	0.790726655888693
19	8.841814458370209	210.39045043509137	0.8654992048432796	0.7611331569664903
20	8.896283842268444	205.522587416708	0.8715585199873858	0.7814612727807172
21	8.905708096244119	196.6611050894094	0.8842059048895781	0.7842981456986087
22	8.890564306922581	196.87264037871546	0.8838759266405388	0.7564591294336664
23	8.925729195276896	188.84376460452413	0.8939399877097232	0.7602788800705467
24	8.927382469177246	178.72325869770938	0.9065053297849961	0.7717457867920829
25	8.94627267580766	174.6401860141015	0.9100742312015561	0.7591367822849304
26	8.985876939914844	174.04248794474344	0.9110764172674084	0.7775481334509111
27	8.982890546321869	168.58924449137015	0.9169090445693749	0.7726368067803252
28	8.988162353121002	154.70774236760397	0.9290974919961468	0.7702852488732119
29	8.979451100031534	151.92472746945168	0.9315555730069924	0.7635826964530668
30	8.964744337143436	138.4762561469115	0.9440082439585108	0.784703850676073
31	8.998061895370483	133.7989490595899	0.9459259085352425	0.7823829120125417
-1	-1	-1	-1	-1
0	9.695603370666504	295.1698761873467	0.6541553961369081	0.6736157039976485
1	9.088130354881287	284.3175861336464	0.6770539310227176	0.6876729987262394
2	9.026186307271322	275.77756565300996	0.7071954814265907	0.7223707255535959
3	8.945126116275787	265.40494169930156	0.7406298941199001	0.7075066137566137
4	8.947917556762695	265.0217227196509	0.7427089275308354	0.7398466588281403
5	8.876553336779276	257.8848997456159	0.7644525833981612	0.7249075298843818
6	8.831293412617274	257.1457225333813	0.7658791059346414	0.719236845972957
7	8.977702975273132	253.46457545886668	0.7752471998303885	0.7118208651773467
8	8.933329794141981	249.1368003002433	0.7881953443553511	0.7574098569468939
9	8.896634674072265	245.25893419103105	0.7963206086045062	0.778904565941603
10	8.900861978530884	241.27731475534364	0.8066701535936037	0.7291054281795022
11	8.871991316477457	237.0489968883899	0.8157880309639522	0.7756650499706055
12	8.846336401425875	233.67173907923143	0.8221090194105998	0.7377523025671172
13	8.8257702929633	229.02231961257698	0.831452610668879	0.7588336517734665
14	8.823121595382691	231.09035806877668	0.8301948385142912	0.7680347344699197
15	8.81389632821083	217.48861546849096	0.8536616372354792	0.7892385606505976
16	8.802501916885376	215.8265883959541	0.8554505860743823	0.7624650940623163
17	8.78110400835673	210.7101626581	0.863853222230105	0.7339891975308641
18	8.760832196787783	202.79624686684718	0.8756512934316939	0.7640511708798746
19	8.747471749782562	197.34210567141687	0.8823895956265149	0.7478995198902606
20	8.750129994891939	189.04034380580103	0.8940108685088002	0.7556614981383499
21	8.783321261405945	182.82303696732188	0.90034082758632	0.7516442533803644
22	8.776708012041839	174.70360956265944	0.9092714878903659	0.7519213575347836
23	8.773217995961508	173.47500929167106	0.9113791376137834	0.776170267489712
24	8.760812845230102	166.82660230000815	0.9181319978609915	0.7242185969037821
25	8.805621926601116	158.49522807339366	0.9296695491268654	0.7671406525573191
26	8.824542460618195	150.8021662567937	0.9322851672310134	0.748475161669606
27	8.85629905121667	145.30852798528448	0.9370774576555466	0.7334656084656084
28	8.854859648079708	137.9970824884814	0.9432510714521514	0.7488242210464432
29	8.882673398653667	131.17873473315277	0.9473966819122963	0.7405049725651577
30	8.872089170640514	128.55304542438003	0.9493463331956812	0.7528108465608465
-1	-1	-1	-1	-1
