Epoch	Training_Time	Train_Loss	Train_Score	Valid_Score
0	6.3926544189453125	272.9195828419323	0.7263073336086378	0.8084735694689399
1	4.839842081069946	270.4090667362361	0.7385080707997045	0.7623548647854205
2	4.3210790157318115	253.0415098722591	0.7771930962639937	0.7734053497942388
3	4.055839836597443	249.88356354809548	0.7841106829243889	0.761405668234372
4	3.913240098953247	245.56383091165114	0.7936775403698895	0.804367528904566
5	3.8063785235087075	240.92990665657575	0.8100109959430194	0.8161406280619243
6	3.729816436767578	234.30364130633745	0.8211867232202575	0.7979068685087202
7	3.6768347024917603	231.27069995569627	0.8287002417046783	0.838795806388399
8	3.6330801910824246	223.93934454104698	0.8413018892046095	0.8203262786596119
9	3.595285177230835	221.21328809649447	0.8470795521697033	0.8239148540074466
10	3.5659047040072354	215.35216571379078	0.8586166805344075	0.8075764256319811
11	3.5509167114893594	212.0353099024573	0.8646986913746205	0.8222338575347835
12	3.535699624281663	208.96335904265558	0.8715913140508171	0.8229840290025474
13	3.5186834846224104	198.18778758270795	0.884657986239975	0.8037153390162649
14	3.503726514180501	192.96512598399968	0.8920766467105159	0.8032529884381736
15	3.489435523748398	182.55356067095616	0.9056750210066544	0.8119457916911621
16	3.4786980432622574	174.1919073282286	0.9140537440235094	0.8010453409758964
17	3.4686349630355835	162.2827474017476	0.9259703044437329	0.802980477170292
18	3.463222051921644	164.05862718035084	0.9290269572071176	0.78727280521262
19	3.454761290550232	152.0278009370316	0.9345630282676367	0.8025028169704095
20	3.4473084722246443	144.96974433207697	0.939955671755697	0.7833045512443662
21	3.440566658973694	122.92438624256341	0.9546593302967832	0.7923770331177739
22	3.4352871231410815	117.75188472797704	0.9571827046851912	0.8118876151283558
-1	-1	-1	-1	-1
0	4.111282825469971	268.49034137873684	0.7375650652672346	0.790105085243974
1	3.7036356925964355	267.40479217573653	0.7362388600142792	0.7536834950029394
2	3.5644360383351645	256.0673680379409	0.7693652596889989	0.8032713599843231
3	3.5010637640953064	248.34019347678785	0.7885716495052518	0.7729491230648637
4	3.4623069286346437	242.2404510013817	0.8048392222022192	0.8103903341171859
5	3.4371254046758017	236.7755559063697	0.8159658929437735	0.8079162992357437
6	3.4271251474108015	231.6095139000767	0.8274721623382775	0.8110884528708602
7	3.4095157980918884	227.99379830582197	0.8329745679026521	0.8298121203213795
8	3.399269978205363	225.77834408412608	0.8405397059601487	0.824808935920047
9	3.3911857843399047	219.23696205597514	0.8530951931566491	0.8058923672349598
10	3.3849785978143867	217.9108458628026	0.8528667368187087	0.821991965510484
11	3.3782288630803428	209.58770149345546	0.8686530223541971	0.8129439790319419
12	3.373283184491671	206.0712408964024	0.8740493181705409	0.8009473593964335
13	3.368689400809152	197.29350692542025	0.8849099584459873	0.7954358955516363
14	3.37002215385437	191.21366550940877	0.8934933271834105	0.7908338232412306
15	3.366891086101532	185.85317632948704	0.9013470248056911	0.8229595336076818
16	3.3634244273690617	179.94384800371273	0.9079015315891282	0.8176225994513031
17	3.3600293397903442	166.83431325032728	0.9214252702364105	0.804839065255732
18	3.356922199851588	156.4065709825634	0.9299530338776131	0.824239417989418
19	3.3547709345817567	148.0129255962002	0.9374867747270572	0.7922300607485792
20	3.353063867205665	135.72964004028674	0.94593220079204	0.8168203752694492
21	3.354280395941301	126.95345742342084	0.9512929600949429	0.7991745051930237
22	3.352223147516665	123.29332846911379	0.9533468244786883	0.7952950470311582
-1	-1	-1	-1	-1
0	4.146166801452637	267.5751323847808	0.7392018209457978	0.7811550803448953
1	3.736528992652893	272.1508569181427	0.7244285503091432	0.7230520037233
2	3.5903517405192056	259.9510457164557	0.7582919001251992	0.7961585097001764
3	3.514032781124115	248.0273652889932	0.7887470637843638	0.8041256368802664
4	3.4845786571502684	241.32113506442818	0.8045966563434356	0.8020251567705271
5	3.452650268872579	238.94933458076892	0.8107366559046435	0.7957114687438762
6	3.429591349193028	234.6492634411006	0.8207895805763595	0.7887241573584165
7	3.4127675592899323	228.86702567107918	0.8328863097100571	0.8167989417989417
8	3.3981391853756375	231.2972416415695	0.8322471394452274	0.8092145551636292
9	3.389414095878601	222.53463152951971	0.8469189266163437	0.8329628404859886
10	3.382043405012651	220.40035220449286	0.8501334368527049	0.8149342298647855
11	3.375370999177297	211.45577310222063	0.8633436391358178	0.8186759014305311
12	3.37548120205219	208.83450443615286	0.8706811794729001	0.7839996080736822
13	3.3695190974644254	200.44653363560522	0.8820064471667775	0.8140738291201254
14	3.3648170630137124	197.32747843468837	0.8871450039429767	0.7988713746815599
15	3.360765188932419	183.12167491192042	0.9038564690858734	0.799483759553204
16	3.3573678100810334	180.08584008937657	0.9080075900764114	0.8264103223593964
17	3.3542628950542874	166.39866249413453	0.9210379696560979	0.8190310846560845
18	3.351196439642655	157.2042348606642	0.9285163745282473	0.8084307025279247
19	3.3531246900558473	142.29168985425963	0.9414736306511386	0.8068507495590828
20	3.350262380781628	142.16903205805048	0.9408221578068274	0.8058372525965118
21	3.348611343990673	126.20185469518336	0.9521500654292185	0.8244813100137175
22	3.347364042116248	114.51884127772132	0.9590456355984159	0.8245915392906134
23	3.345929662386576	104.71310325371202	0.9633667884895426	0.7992663629237704
24	3.3436137008666993	96.24529192845027	0.9676168170930398	0.8316553987850283
-1	-1	-1	-1	-1
0	4.091344356536865	268.3193291693695	0.7334618218151799	0.7861307074270036
1	3.7270548343658447	284.91137112388316	0.7164802509767223	0.7719784930433078
2	3.585533539454142	258.7442919468695	0.7643889816252774	0.7905766215951401
3	3.5086644291877747	249.30383562856866	0.7854897636387421	0.8007177150695668
4	3.4641357898712157	241.20656079284905	0.8069071576612468	0.6930512688614541
5	3.437940001487732	239.10303067052087	0.8095539166697082	0.798941798941799
6	3.417571646826608	237.43989648929863	0.8158844652458281	0.7863082990397805
7	3.406271308660507	230.5883354844973	0.8283407500800694	0.800218621399177
8	3.4012178579966226	227.66178213625915	0.8355965551547192	0.826168430335097
9	3.3894994020462037	221.87225819373316	0.8444238994214917	0.7954726386439349
10	3.3819960247386587	221.90497569889985	0.8471036703515626	0.795987041936116
11	3.3748295307159424	219.9858681157578	0.8511132732324986	0.8178675533999608
12	3.3705297800210805	212.01789839045946	0.8646672172754462	0.8115109984322948
13	3.3657754829951694	209.867670910303	0.8698727974794476	0.8486460170487947
14	3.3608577410380045	198.10410291095113	0.8841598342924561	0.8375404174015284
15	3.355682834982872	195.93738881377286	0.8863281895565044	0.8243588330393885
16	3.353755572262932	190.34948928226797	0.8940542351014737	0.8123530276308054
17	3.351985984378391	179.78015607456828	0.9076589529151577	0.8245303008034488
18	3.349930863631399	171.24212594549786	0.9157895610972753	0.8153965804428767
19	3.346984851360321	160.07232576747273	0.9260800280744863	0.8247875024495396
20	3.3440843536740257	155.52933800821157	0.9308311304881295	0.8370260141093475
21	3.3420345241373237	138.71172513148582	0.9437017046864216	0.8321698020772095
22	3.340596271597821	134.63057695479355	0.9466604109758694	0.8166611552028218
23	3.3424752255280814	123.57745691232903	0.9538091964242141	0.8271145649617873
24	3.34069769859314	118.65405641230502	0.9557895272651817	0.8410616304134823
25	3.3389944296616774	101.05477139792701	0.9660699215054421	0.839518420536939
26	3.3376971350775824	90.51472914218903	0.9706700610166933	0.7957849549284733
27	3.3367065361567905	86.83334245238193	0.9721132817417827	0.8312634724671761
28	3.335440150622664	76.464484988719	0.9762158588041154	0.8042358661571624
-1	-1	-1	-1	-1
0	4.166044473648071	280.2783215581909	0.6959894334170046	0.800469699196551
1	3.731481671333313	270.89787410765655	0.7236060203492866	0.7685521996864589
2	3.5906394322713218	263.17661257307657	0.7475854393640715	0.7890517832647462
3	3.5174766182899475	252.8597606688507	0.7765243998084078	0.805090143053106
4	3.4729804515838625	247.6125396166661	0.792730113597918	0.7930384087791496
5	3.4429850578308105	242.40770746016688	0.8044373507543326	0.8130388986870468
6	3.4231715883527483	237.28356940986575	0.8143756179483153	0.8044410150891632
7	3.410762220621109	234.12131069612133	0.8215968860941074	0.8014219576719577
8	3.407214403152466	229.0387680253317	0.8328367790124556	0.8047655790711347
9	3.3978862285614015	223.22404626543207	0.8443808532084923	0.8130266509896139
10	3.3871744112534956	228.00500776416573	0.8394655882498885	0.8121233833039387
11	3.3792994221051535	216.32008826085763	0.8555429707571787	0.8296620860278269
12	3.3726878349597635	208.84665959380393	0.8697770936632283	0.7633867332941408
13	3.3672913312911987	207.2663957046908	0.8729247726995919	0.8140003429355281
14	3.363069836298625	198.5315846897835	0.8852348234354296	0.8105189349402312
15	3.3630737960338593	186.81137238177217	0.898426418067076	0.7815439447383893
16	3.3593041195588955	183.90207862299542	0.9033467065789684	0.8077938222614148
17	3.356230126486884	172.60273619123208	0.9147059857790383	0.8177879433666471
18	3.3534273599323474	160.09034410927646	0.9264272555651744	0.8229993386243386
19	3.351303780078888	148.61879602698392	0.9359399688457679	0.8149097344699197
20	3.349096809114729	142.0177486432615	0.9412042041604861	0.8314624975504604
21	3.346955559470437	135.1796729398328	0.945555293328352	0.7985713060944541
22	3.344956574232682	122.70038667575334	0.9537928698760268	0.8030325298843817
23	3.3429040213425956	118.14855386767276	0.957131520828472	0.8088440623162845
24	3.341066780090332	102.27989929591038	0.9650895084422351	0.8282964677640604
25	3.3397543797126183	91.77552209159201	0.9701873385542746	0.7683133695865177
26	3.3381702546720153	86.35800877652427	0.972905644751535	0.8102158044287674
27	3.3367353081703186	76.32658501720243	0.9770866763884384	0.8090369635508524
28	3.3363673193701384	78.40938476629036	0.9760135070020132	0.8023742161473641
29	3.335387595494588	75.89634290868922	0.9767016056506568	0.8053871497158533
30	3.3365644947175057	59.99451775791109	0.9826156350201947	0.7870737801293357
31	3.3352031633257866	56.24143896176834	0.9837455756848538	0.7844864540466392
32	3.333924438014175	59.593670849652256	0.982825368369986	0.8003809033901627
33	3.3326375624712776	48.546953787637314	0.9865886505423591	0.7861735743680188
34	3.3321944986070906	45.55870692120042	0.9875273629871976	0.7898019547325102
35	3.331576837433709	50.31306967994039	0.9857543818712469	0.7697953409758964
-1	-1	-1	-1	-1
0	4.166099309921265	270.34196223399437	0.7315730939306044	0.7806988536155203
1	3.7280564308166504	270.70333676744804	0.7263484190980323	0.7671406525573191
2	3.584702412287394	258.7588013863379	0.7629786446699279	0.7090988144228886
3	3.5145190358161926	255.32360141591508	0.7767323390320248	0.7726000636880266
4	3.467824363708496	249.99722761701244	0.7850693229849501	0.787689226925338
5	3.4347008069356284	242.4659269595331	0.8020397317955656	0.7935466882226141
6	3.41303597177778	237.58518529123114	0.8155197322097524	0.8106199784440525
7	3.399276942014694	232.2354366668435	0.8268439362431121	0.753386488340192
8	3.397436883714464	231.97199950107307	0.8278737646672377	0.7947561483441113
9	3.386396312713623	227.51779339849486	0.837265681995544	0.793516068979032
10	3.3776356306943027	225.21251677357873	0.841813381761754	0.8239699686458946
11	3.3704167008399963	216.60429671568463	0.8562868282842863	0.832913849696257
12	3.3653470002687893	210.25517914831175	0.8686742699341771	0.8300142073290221
13	3.359895706176758	203.99736701056014	0.8763941898197797	0.8215602341759749
14	3.354771947860718	198.54806018984596	0.8846733388339534	0.8175766705859298
15	3.3558950424194336	190.75395039255304	0.8940725864492007	0.8122979129923577
16	3.3522539419286392	178.40116161801095	0.9088155619838811	0.752317876739173
17	3.3494610521528454	170.85126282817635	0.9169632271798428	0.8353848226533411
18	3.347906049929167	165.45442489598148	0.9222182996358846	0.8002308690966099
19	3.345360541343689	161.6696843481803	0.9261240610568818	0.8135441162061532
20	3.3427722794669017	144.38358755305757	0.9390166773767454	0.8053197873799726
21	3.340283979069103	138.80948938787446	0.9438238334181527	0.8108006319811876
22	3.3384879257368003	119.8843146497889	0.9561577075865496	0.779223006074858
23	3.3370948334534964	117.60262208021888	0.9568286595150406	0.7637388545953361
24	3.3359689903259278	105.70684912662173	0.96372358892489	0.808795071526553
25	3.334348724438594	99.5391325146653	0.9657592557431518	0.7896029296492258
26	3.3329655682599104	95.05956787656444	0.9687909060767771	0.8008095728003134
27	3.331146912915366	79.96825741566428	0.9749330329590203	0.8131858710562414
28	3.3305878803647797	81.36753500339597	0.974655584161331	0.8055647413286302
29	3.3296176195144653	74.62479658829149	0.9778376976050569	0.8018934940231236
30	3.3311040862914054	63.15505954369094	0.9818785439118021	0.7983508475406623
31	3.3296307250857353	59.5121829024581	0.9829358352815837	0.7979129923574368
32	3.3285209626862495	56.080663381620894	0.9843591412061367	0.7989754801097392
-1	-1	-1	-1	-1
0	4.132221698760986	273.65115476578706	0.7310750573197682	0.7500489907897316
1	3.718913435935974	273.1498736411102	0.7272220303931125	0.7756558641975309
2	3.575282176335653	259.0807165341784	0.7625467600541805	0.7739993631197334
3	3.5234004259109497	251.05900187270586	0.78142634978776	0.7926066774446403
4	3.4741328239440916	244.46056029408476	0.7994179495864898	0.8074508867332941
5	3.4438697497049966	241.14230077396067	0.808301783197383	0.7176599549284733
6	3.424806390489851	237.38881532535996	0.8158876434121942	0.8228554281795022
7	3.4081278145313263	232.03824805012044	0.8231585447770835	0.8255774789339605
8	3.3940061463250055	229.36491387851478	0.8339061807339145	0.8085929845189104
9	3.383608365058899	223.68066603638405	0.8427397916271104	0.8166887125220459
10	3.3759924281727183	220.7201986534651	0.8489268357396496	0.8209447873799726
11	3.376053770383199	217.7011332872302	0.8559609637102611	0.8337620027434841
12	3.369894577906682	208.39345588610155	0.8700624878768332	0.8380425729962767
13	3.363690052713667	204.22017621254736	0.8751571398225065	0.8098544973544974
14	3.35874506632487	203.91710176116737	0.8755821170524823	0.8250110229276896
15	3.355383336544037	193.00903865348462	0.8913660702239439	0.7481720311581421
16	3.3526205315309414	184.45751417884532	0.9026715384539676	0.8348734812855183
17	3.3499177429411144	175.42385063522545	0.9122503396537152	0.8263092788555751
18	3.3505942821502686	168.46489735444388	0.9192848648951225	0.8239515970997453
19	3.3481632471084595	159.76255397186722	0.9263178523140947	0.8047808886929256
20	3.345537401380993	151.20418069713799	0.9340984777403278	0.7781176513815402
21	3.3437886888330635	137.8956116132958	0.9444656307963091	0.8263521457965902
22	3.3422742097274116	139.39347556025484	0.9427812795133754	0.7918993729178913
23	3.340638349453608	122.7180278111798	0.9541283714706462	0.7634387860082303
24	3.33849383354187	115.82865550906159	0.9572189844794756	0.8148086909660983
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26	3.335789274286341	95.06824579072553	0.9689826597192632	0.8152587938467567
27	3.334547017301832	86.65004596414492	0.9730296445005623	0.794832696453067
-1	-1	-1	-1	-1
0	4.11725926399231	272.5195654011512	0.7270785131143446	0.7825880609445424
1	3.708123803138733	271.69161456499916	0.7341889683384916	0.7763846021947873
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7	3.4169828295707703	232.08659561290298	0.8264779088731534	0.7852703066823437
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25	3.3721332733447733	98.05152079486108	0.967409236694658	0.7906103027630806
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28	3.374024169198398	75.74500130590542	0.9771117941548805	0.8070344650205762
29	3.371401381492615	73.7314483749774	0.9774219985704403	0.7989938516558885
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-1	-1	-1	-1	-1
0	4.088354825973511	273.0081078248431	0.7212219726735104	0.7733624828532236
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18	3.3484263294621517	156.5732425238735	0.9301317672901478	0.8010055359592397
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25	3.338221018130963	102.39034931973893	0.9652901173789108	0.7845231971389379
-1	-1	-1	-1	-1
0	4.121260404586792	269.0755959776945	0.7326825302961272	0.765208578287282
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2	3.5767341454823813	259.1029616400253	0.7676193698782824	0.7778604497354498
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19	3.3510350704193117	152.99339004634888	0.9329025260476365	0.7702240103860474
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25	3.340715426665086	101.99957184551297	0.9656772001010452	0.8084919410150891
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27	3.3409386447497775	92.31505458969478	0.9707111465060878	0.8117590143053105
28	3.33977170648246	72.15114537227986	0.9788505587216473	0.8034765089163237
29	3.338810841242472	71.17460951786633	0.9784171106530904	0.8046706594160298
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31	3.336726725101471	62.45201886947765	0.9817540187401093	0.8024568881050363
32	3.3362815524592544	55.95613576367844	0.984566721604519	0.785288678228493
33	3.3351846512626198	56.680250712143355	0.9842820706717579	0.8125918577307466
34	3.3363149166107178	57.23184984968614	0.9850260691659218	0.8076897168332353
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38	3.333636876864311	43.27384312970694	0.9890944040486969	0.8233330883793846
-1	-1	-1	-1	-1
