Epoch	Training_Time	Train_Loss	Train_Score	Valid_Score
0	5.740867614746094	297.89621027125867	0.6467050821545753	0.7001916764648245
1	4.768200635910034	290.88928106958554	0.6483271131833213	0.7022186703899667
2	4.4402618408203125	288.2119520024736	0.6657208588799813	0.6763117283950617
3	4.266819894313812	282.1587244484776	0.6787683723646337	0.7285267244757985
4	4.179305696487427	280.37138684590656	0.6838365737644211	0.6808250048990789
5	4.112820585568746	280.8545245052308	0.6807250463704725	0.7179508377425043
6	4.075726747512817	272.1910181932671	0.7180809447191793	0.7357406182637665
7	4.038614273071289	265.54060881082404	0.7434946779041162	0.7377155594748187
8	4.008735736211141	262.35367596057034	0.7522521281412073	0.729353444052518
9	3.976432704925537	259.0646850914918	0.7614399508019847	0.7638858269645307
10	3.9700685197656806	259.3582787513733	0.764544173539366	0.7702087007642562
11	3.9532644152641296	253.94469566862713	0.7726623253597582	0.7679612482853223
12	3.9342885200793924	251.96751974164977	0.7785889648732649	0.7800221683323535
13	3.925644193376814	251.82250027323877	0.7804571115675822	0.7714196918479326
14	3.9097790241241457	243.92766639058905	0.8029540441244316	0.7751904516950814
15	3.908632129430771	245.63420668313668	0.7973090055291894	0.7859883279443465
16	3.8971017248490276	239.71811459785283	0.8095463941549624	0.7855060748579268
17	3.8963919613096447	235.27518361113792	0.8183989074489247	0.7916452331961591
18	3.8962166183873226	233.1056905864745	0.8239711557822329	0.7876402361356066
19	3.8846927881240845	229.76185806777127	0.8286470843091671	0.8017434597295706
20	3.887800795691354	226.1257976044056	0.8390468392007753	0.8104821918479325
21	3.8787496198307383	225.02792737650316	0.8391528720576844	0.7973128551832255
22	3.879239320755005	217.47076722263367	0.8533324919735921	0.80131479031942
23	3.875867635011673	218.0329853693644	0.8542824817829555	0.8024813834999021
24	3.8679821586608885	212.1497562800267	0.8627661611810149	0.8179900303742897
25	3.8645039888528676	208.31318632761636	0.8701371619712506	0.7925607485792672
26	3.8585848013559976	206.51647462770921	0.8725130848184939	0.757814030962179
27	3.853014963013785	206.86803340911865	0.8718110432464374	0.8051146384479718
28	3.852880864307798	198.00425230625063	0.8848319908485213	0.7848722565157751
29	3.8548489888509114	197.87243796688642	0.8845436235115417	0.8119764109347443
30	3.8579208927769817	190.8851846262466	0.8937133254979571	0.7868073927101704
31	3.853067956864834	186.74185814229094	0.8985533909394783	0.8045941113070743
32	3.8560971852504844	176.07755501510562	0.9104481142811215	0.8047043405839702
33	3.855366952279035	173.21884984748309	0.912017026359917	0.7983263521457966
34	3.8503769397735597	166.35108052852542	0.9194447599828256	0.7920402214383695
35	3.852779699696435	164.04434568845025	0.9211721190331977	0.8138196893983929
36	3.853252990825756	154.85747186435285	0.9291544811325592	0.8024752596511855
37	3.852961646883111	155.48144076406493	0.927327791568058	0.7784207818930042
38	3.8519700307112474	149.93281727243763	0.9322122231868355	0.7598012198706643
39	3.8538029551506043	146.74067319455997	0.935546645127584	0.8082837301587301
-1	-1	-1	-1	-1
0	3.9926557540893555	296.1197306019391	0.658520300076317	0.7073167744464042
1	3.904455542564392	286.7221695508144	0.6640565633646407	0.7362703311777387
2	3.8831514517466226	281.74016483255133	0.6860649169186304	0.7261537330981775
3	3.8370266556739807	269.36212576636973	0.7301468917737982	0.7212883352929649
4	3.807754945755005	264.9768043562423	0.7429974486500583	0.7370511218890847
5	3.789403239885966	266.8960828226666	0.7367179045180404	0.7327276846952773
6	3.8097707203456332	263.77155318186266	0.7480960733036895	0.752997623946698
7	3.804601639509201	263.72519485525385	0.7440079389570611	0.7470636145404663
8	3.8225191964043512	261.96152221694473	0.7541442007895796	0.7716049382716049
9	3.836940622329712	255.1627872359845	0.7740608210823564	0.776963305898491
10	3.8231901038776743	250.96598968949428	0.781573685992242	0.7667885312561238
11	3.8118173678716025	249.65153408050537	0.7909541721737796	0.7761672055653538
12	3.806639084449181	244.0346871531287	0.7993763002288691	0.7840761561826377
13	3.8166748114994595	267.07293021771335	0.7578472003224916	0.7036577748383304
14	3.821036386489868	274.55372040031494	0.7064523799955137	0.7523025671173819
15	3.8316387236118317	264.77051731412723	0.7420358739116831	0.7571526553008034
16	3.836836211821612	269.8387045010116	0.7246668871562301	0.7756619880462472
17	3.8373073207007513	255.60496563874474	0.7708939320807394	0.7587632275132274
18	3.8451918049862512	250.68642791112265	0.7825101685945492	0.7636378110915149
19	3.844494414329529	247.84026020257048	0.7889286037228426	0.7800619733490103
20	3.8375484943389893	248.01825700434603	0.7909016683528036	0.7046559621791103
21	3.8420359004627573	258.65246405897216	0.7760376277469097	0.7764152214383695
22	3.835411362026049	241.55145921263585	0.8035073910821884	0.8013392857142856
23	3.8410981794198356	238.01949173535488	0.8124673469036253	0.8027661424652165
24	3.8434936141967775	239.24460215161938	0.8119703739533067	0.7939661718596903
25	3.8381536465424757	234.18472303715788	0.8209683011737071	0.8129378551832255
26	3.8421069516075983	231.22387197405794	0.82956853469717	0.8069517930629041
27	3.847053510802133	228.88911482345227	0.8327468548455554	0.8107914462081129
28	3.851849136681392	226.26566569010416	0.8391138369982033	0.8110057809131883
29	3.850962511698405	223.13138408808746	0.8456154555050557	0.7920463452870861
30	3.8552439828072824	219.89434593777324	0.8496273266740838	0.7946152998236331
31	3.8580206260085106	215.63887986101847	0.8567564792560056	0.7986692876739172
32	3.8618174466219815	215.06382204303446	0.8572173005639092	0.8131797472075251
33	3.86540693395278	209.24768896620404	0.868367064272366	0.7871350186165001
34	3.862266778945923	211.4654539204383	0.8645733075854014	0.7949796688222615
35	3.8651539352205067	206.3474189920943	0.8730978289843031	0.8047502694493435
36	3.8649654066240466	205.59996860341508	0.8737894646245479	0.8097657015481089
37	3.867749025947169	200.40906268866487	0.8807926823642112	0.8183727709190671
38	3.8706226715674767	197.5241995707963	0.8833773646070372	0.8163886439349402
39	3.8681918561458586	192.0989022273426	0.8899048569763623	0.8175123701744071
40	3.8636682963952786	188.2419953808304	0.8952172261333033	0.8064343278463648
41	3.8628350496292114	186.47016857576	0.8982119943588572	0.8087032137958063
42	3.864928689113883	184.20372192434561	0.9004700559316273	0.8107577650401725
43	3.8612626520070163	178.52652559631554	0.9068065507544967	0.8169397903194199
44	3.8580032030741376	174.2775102474893	0.9113648743106968	0.7968351949833429
45	3.854408823925516	172.61410323224325	0.9133551112911843	0.7945938663531256
46	3.8559831406207796	166.66261810849804	0.9186217943066122	0.7845140113658632
47	3.8524767756462097	164.38417387193488	0.920624602985508	0.7978027630805409
48	3.854245657823524	163.0109885330348	0.9222279110261049	0.7909379286694102
49	3.8514325761795045	157.56243420940962	0.9270153188644064	0.803341784244562
50	3.8538318521836223	158.1423203594001	0.9256930478738478	0.8045879874583578
51	3.853232053609995	153.90995587489402	0.930289022449337	0.7942356212032138
52	3.850334477874468	149.2103515706321	0.9336311591326355	0.8083265970997452
-1	-1	-1	-1	-1
0	3.9069879055023193	295.5637935076573	0.6439765109925598	0.6748603762492652
1	3.929280996322632	295.6660236683927	0.6421379673801206	0.6815169998040368
2	3.8869523207346597	276.79066863725353	0.7003455717685327	0.7057153880070547
3	3.905412435531616	271.3349860416826	0.7226686150535183	0.7383677493631197
4	3.9030402660369874	270.59769748347674	0.7258935184065043	0.7398099157358418
5	3.8710042238235474	270.02617833411045	0.7267307858313653	0.7409305800509504
6	3.8841199534279958	265.2180107286734	0.7417756487252682	0.7386616941015088
7	3.8760115206241608	266.7852593041206	0.7385395064533181	0.7515432098765431
8	3.8555285930633545	261.9573031562243	0.748551166223022	0.7614546590241035
9	3.8600759506225586	257.92561077701953	0.7641153517533021	0.7732675631981187
10	3.8447658582167192	253.5893418215966	0.776535920661485	0.7616904271996864
11	3.853523373603821	252.22182419873025	0.7799860509252975	0.7736380560454633
12	3.8455193776350756	246.74687939651253	0.7889441741749992	0.7825911228689005
13	3.8534547431128368	245.1397253080856	0.7967185842355569	0.7480954830491868
14	3.858893871307373	241.38115194601605	0.8072730568793359	0.7842506858710563
15	3.8586885035037994	241.21943371610124	0.807835553880582	0.7691523368606702
16	3.8624985498540543	237.85936813945918	0.8156725276838794	0.7846456741132666
17	3.8554459280437894	234.61975808845935	0.8215925161153539	0.7568219674701155
18	3.8590525451459383	228.26057046698045	0.8353114556904147	0.7624650940623163
19	3.8587592601776124	240.1344063041746	0.8089547426033817	0.7112207280031355
20	3.862147433417184	244.44695861210195	0.7977190146207955	0.7783472957084069
21	3.8576374487443403	230.72174712114557	0.8321484368752595	0.7927965167548502
22	3.850595121798308	226.71030359489973	0.837522972504145	0.7696330589849107
23	3.8432260155677795	223.69695931442024	0.8414703063916411	0.777835954340584
24	3.8441016387939455	222.4498122995214	0.8450558547360624	0.8050656476582402
25	3.8384298911461463	214.7400932718617	0.8574098743783609	0.8196205050950421
26	3.832551611794366	216.74842402362083	0.8558673231391426	0.816136035175387
27	3.8277691091809953	208.79275883815086	0.8680643951867387	0.7976680384087792
28	3.8230071314449967	215.16062095460967	0.8573065967866482	0.8106659073094258
29	3.8263718128204345	214.93145395803822	0.8577054566655989	0.6873958945718204
30	3.8286815074182328	287.7912743276404	0.704791608656587	0.7883597883597884
31	3.8299792110919952	241.92402036984763	0.8075987548559306	0.7966422937487753
32	3.8263919497981216	230.3404365362123	0.8299056125597853	0.8055096266901822
33	3.8283218285616707	226.66107698189197	0.8356738051017156	0.8102280521262003
34	3.828063270023891	222.38957272389138	0.8444439936346453	0.7908751592200666
35	3.823942197693719	218.9533042981643	0.8528348654487385	0.8062567362335881
36	3.826805391827145	214.99119225398513	0.8593650361921384	0.8015474965706446
37	3.8236956282665857	210.15617630278416	0.8665585081974138	0.8045114393494023
38	3.8252816750453067	208.46408013964808	0.8696003209742986	0.8006074857926712
39	3.8234860837459563	205.20770726832308	0.8747529744561542	0.8064680090143054
40	3.820222307996052	198.53003381573876	0.8842495918619258	0.7973526601998824
-1	-1	-1	-1	-1
0	3.756474494934082	297.56292417807174	0.6465196848448214	0.7202595287086028
1	3.718684673309326	293.58669021887374	0.6608448980997845	0.692204646776406
2	3.752018849054972	271.55991527646086	0.7190008188391861	0.6648876886145404
3	3.734254539012909	290.06791671117145	0.6507397387260188	0.7138509210268469
4	3.7626154899597166	277.09298065466476	0.6982094466996894	0.7234500538898687
5	3.751622756322225	268.93641022563907	0.7280057559668535	0.7394547325102881
6	3.744342122759138	276.8366933737614	0.7048711525220493	0.7062971536351165
7	3.752832055091858	268.4022018854008	0.7284351672515177	0.738579022143837
8	3.769180562761095	264.41934584092724	0.7427497951620515	0.7559799382716048
9	3.7836708545684816	261.4053345798522	0.7526911764464655	0.7662894375857339
10	3.7745815840634434	260.6154964099559	0.7574426761309043	0.7533374975504605
11	3.7684202988942466	260.9919312758039	0.7564545995858952	0.7587019890260631
12	3.7748657923478346	252.3657262343769	0.7814354742008758	0.7292493386243386
13	3.7687093700681413	251.92417463406113	0.7811774275962442	0.7579303840877915
14	3.7624435901641844	245.05058039436045	0.7981153755382892	0.7941988781109152
15	3.7613836377859116	244.70632577127265	0.7978029925409461	0.7659679355281207
16	3.7781011637519386	238.65450034030647	0.8103389750228931	0.7948265726043504
17	3.783432470427619	253.76314071536987	0.7795962898290885	0.8090369635508524
18	3.7939722161544	241.25367582306382	0.8070924268191311	0.8032101214971585
19	3.791398358345032	247.8837121863698	0.7931884103139906	0.7755425729962766
20	3.786222537358602	240.9395834604899	0.8053948118176938	0.7712160738781109
21	3.79299136725339	255.55667163050452	0.7708142216178466	0.7819205614344503
22	3.79608416557312	246.89897525402927	0.7942177389458248	0.7675295169508132
23	3.8030324975649514	240.77848318380902	0.8059997014574046	0.7635122721928276
24	3.8050177097320557	239.4430291153664	0.8111614280916281	0.7835831863609641
25	3.8105276089448195	245.26692464370137	0.7964532586047316	0.7521953997648442
26	3.8163904437312373	239.4725135537081	0.8103089618550321	0.7706434940231237
27	3.8153179117611478	229.39070680529574	0.8301859832201017	0.7866512345679012
28	3.8202301962622283	224.69334872933322	0.8408905601487464	0.7849641142465216
29	3.82385368347168	220.9824658549109	0.8472664232259577	0.8081581912600431
30	3.8191727053734565	219.25264319708182	0.851455835995133	0.8019914756025867
31	3.825312688946724	214.9586677699126	0.8578168206402835	0.7896304869684498
32	3.823588653044267	212.5709060236465	0.8627833335315416	0.7945601851851851
-1	-1	-1	-1	-1
0	3.923888683319092	302.8925522944724	0.6129755485207583	0.6039125269449344
1	3.933103561401367	295.37074311204657	0.6390601439278774	0.6703960905349794
2	3.9260857105255127	293.81255043015	0.6330873441109397	0.7225161669606114
3	3.8719653487205505	280.1461649236753	0.6870569661715972	0.6822365520282188
4	3.8907219409942626	274.40658476186354	0.7102945909043749	0.7389525769155398
5	3.862363338470459	280.39171022222945	0.6946099682470424	0.719331765628062
6	3.8670714582715715	273.51169636083205	0.7121232155621069	0.7324551734273957
7	3.867447555065155	267.02938294225885	0.7364266537639946	0.7435087203605723
8	3.847251547707452	265.1911404631859	0.7450982038028914	0.7428473446991966
9	3.8316928863525392	260.75364146860994	0.760681573668051	0.753429355281207
10	3.831829157742587	260.51549227662787	0.7606412058291262	0.7492222712130119
11	3.8369505604108176	253.43499079046325	0.7766434528952686	0.731974451303155
12	3.8467823358682485	254.49075402954753	0.7733376600821894	0.7628294630609446
13	3.834493245397295	252.53965547103292	0.7773168781548427	0.7778114589457183
14	3.82444052696228	255.8001164281091	0.7714257367092158	0.7763172398589065
15	3.822746202349663	250.85749958097472	0.7871567887889054	0.761420977856163
16	3.825706720352173	258.81155888609186	0.7738620959781638	0.7494978444052518
17	3.828946418232388	279.9511290187984	0.6926769254459582	0.7027575690770135
18	3.8201997405604313	266.38704968607703	0.7394417853216284	0.7413776210072506
19	3.827904558181763	255.8334557954655	0.7711380101315842	0.7573379017244758
20	3.8216054439544678	250.9960813522339	0.781491848208314	0.7664915245933765
21	3.8263010761954566	247.32635464039885	0.7910067785162515	0.7657015481089555
22	3.820838803830354	243.42602014541626	0.7984676137670786	0.7814949539486576
23	3.8157472213109336	239.5285368778909	0.809565911684703	0.7796792328042328
24	3.8216741275787354	237.36178575560103	0.815903880254073	0.7882893640995492
25	3.8168654166735134	239.4861352425213	0.810722597644548	0.7972026259063297
26	3.8115639245068587	235.42728985926902	0.8211505459474687	0.7837699637468156
27	3.8162907532283237	229.6333277114602	0.8297801006186967	0.7936661032725848
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18	3.9012339617076672	232.54895339455715	0.8264228035692244	0.7656341857730747
19	3.907503306865692	228.933238217997	0.8323021037821	0.7464053008034489
20	3.9118905180976506	226.37074390123055	0.8375671977143447	0.7418338477366255
21	3.906050443649292	226.28948000050332	0.8426747929988481	0.7828146433470506
22	3.9089801000512163	223.73204337164412	0.8440324339054168	0.8018628747795414
23	3.9092327654361725	217.6343194477318	0.8529365795876422	0.76634761414854
24	3.901140670776367	213.0002046906671	0.8609828510243741	0.7884700176366843
25	3.9031851841853213	210.56607862960462	0.8634249130515194	0.7883016117969821
26	3.898241431624801	208.4271697794744	0.8690977221569046	0.7832524985302762
27	3.899870889527457	202.43562652343928	0.8790349769511172	0.7900224132863023
28	3.8990153608650995	197.36383906815402	0.8852595311158891	0.7834974524789338
29	3.901173210144043	193.59414018956267	0.889093783793648	0.7738340192043897
30	3.903433169088056	190.68281012357667	0.8945685341845624	0.8006534146580443
31	3.8970648646354675	190.66731291778328	0.8932114571462196	0.7874412110523222
-1	-1	-1	-1	-1
