Epoch	Training_Time	Train_Loss	Train_Score	Valid_Score
0	6.4112443923950195	271.56336295327475	0.7354978730890506	0.7683439888301
1	4.8072651624679565	263.8572710170302	0.7469378623365961	0.7528077846364883
2	4.328102111816406	254.605640178503	0.7743351429744275	0.7730869096609838
3	4.043473720550537	251.86730648380842	0.7789492766698394	0.7841220850480111
4	3.88481068611145	245.0378506349963	0.7971709475200666	0.7813081765628063
5	3.7667436997095742	243.03133683056794	0.8029531214309704	0.7962718009014306
6	3.6888185909816196	242.58651175979497	0.8057668495103367	0.7955063198118754
7	3.629064977169037	236.3019560751065	0.8181257132933062	0.808240863217715
8	3.5804387198554144	231.04039035102193	0.8289249560080262	0.8035010043111894
9	3.543324685096741	229.53725746250893	0.8317315716586298	0.7817950225357633
10	3.513502446087924	224.6906405909117	0.8420869731881683	0.7638307123260827
11	3.495211919148763	216.78143689429112	0.8571147534378534	0.8306878306878307
12	3.473217725753784	216.03509751493615	0.8576460839044123	0.810889427787576
13	3.457007884979248	212.2789067039194	0.863174606819812	0.7980385312561239
14	3.4347548325856527	207.70267623339512	0.8718491556124572	0.8297937487752303
15	3.4142433404922485	200.42723441678424	0.8822206145712572	0.7716110621203214
16	3.3972451406366684	192.65224445697874	0.8915683963956722	0.784360915147952
17	3.3818192217085095	186.9285290370616	0.8985198151496424	0.808268420536939
18	3.378253309350265	184.73850828917452	0.9007174403007078	0.8006381050362531
19	3.365721786022186	181.7095460725385	0.9043073586238828	0.8053840877914952
20	3.35444518498012	169.02251750184584	0.9168327942069614	0.7923066088575347
21	3.3438152291558008	159.072842737501	0.925922503796371	0.8157088967274152
22	3.340286223784737	160.88232381999956	0.9259261817550286	0.8176287233000196
23	3.3387646873792014	143.7606845211613	0.9385020194684219	0.8149495394865766
24	3.340043659210205	139.46959493326585	0.9406279180180709	0.7970832108563589
25	3.336968779563904	131.90959906578064	0.9466128410018728	0.8084062071330589
26	3.3320928149753146	122.68009475220082	0.9523934770903415	0.801428081520674
-1	-1	-1	-1	-1
0	3.9737327098846436	268.79787310149317	0.7374036708026572	0.7485700813247109
1	3.5818135738372803	264.68825590887735	0.7476192842728335	0.7666201254164219
2	3.4755969842274985	253.8412241621535	0.7718752678374075	0.7699239417989417
3	3.4040364623069763	253.72475688402042	0.7763190492525568	0.788145453654713
4	3.360384941101074	244.47606844495434	0.7999412064852638	0.7974567656280619
5	3.337350845336914	240.7360632031463	0.809257975557235	0.7827319713893788
6	3.318342787878854	240.16965402928435	0.8081802567794389	0.795059278855575
7	3.3033397495746613	237.38430789829223	0.8136940294146474	0.7996766607877719
8	3.291587750116984	229.57435239193052	0.8308541670682092	0.8273411473642956
9	3.289929986000061	225.66572113000146	0.8388239959147235	0.8114191407015482
10	3.2817839709195225	221.3861643066702	0.8468873499956736	0.7935160689790319
11	3.277245879173279	218.65037605374357	0.8543382406614194	0.7984396433470508
12	3.2727966675391564	214.95581457411595	0.8572114183930944	0.8167713844797179
13	3.268901126725333	209.9817579993906	0.867715796471046	0.8104087056633353
14	3.264462041854858	207.21371248526165	0.8731434638650686	0.8079285469331766
15	3.259767323732376	198.82958215521288	0.883002469127702	0.8101239466980206
16	3.2604333372677075	193.83101355012997	0.8907762640592853	0.8267257005682932
17	3.258103754785326	184.19013791860536	0.9014044624736468	0.8034550754458161
18	3.255640669872886	176.8606195782506	0.9095391587004048	0.7774042230060747
19	3.252326476573944	168.30049716964248	0.9178675949236276	0.8145239320007839
20	3.2496575173877535	164.2873163056928	0.9216790878293452	0.7955032578875171
21	3.2539594173431396	162.1638188375983	0.9249434363277949	0.7968903096217912
22	3.257953540138576	140.12145193417868	0.9412662809261217	0.7937947040956299
23	3.257465918858846	136.5563503984333	0.9424463802325432	0.7808274544385656
-1	-1	-1	-1	-1
0	4.016585350036621	270.236544727355	0.7314935372499551	0.761350553595924
1	3.6059612035751343	267.2514560278072	0.7425579902588174	0.7548898932000783
2	3.467758893966675	254.68190324029257	0.7726554820499213	0.7771562071330591
3	3.402154505252838	250.83925608793894	0.7812720933823194	0.7729338134430727
4	3.3645780086517334	246.27619026243224	0.7973117223488249	0.747085048010974
5	3.340499679247538	242.29284951113914	0.8064717744994593	0.794253992749363
6	3.3301553385598317	239.86262855603712	0.8137704463744914	0.7736717372134038
7	3.3146740198135376	232.14466869738675	0.8254394686433904	0.806532309425828
8	3.30473616388109	231.09240020892418	0.8290540177559027	0.7958400695669215
9	3.2945946216583253	231.2304491701052	0.8324795428607517	0.8178981726435429
10	3.286145817149769	225.21755030543306	0.8421467047745902	0.8182564177934548
11	3.27901691198349	221.6871370899585	0.8495372615401272	0.7898233882030179
12	3.2738062601823072	214.54225316897842	0.859475118648127	0.8353695130315499
13	3.273683173315866	211.3956231849138	0.8656885748609912	0.8179563492063492
14	3.2710505644480388	206.12359095174213	0.873497650002276	0.7761763913384284
15	3.2676585912704468	202.85368027797966	0.8782625415570884	0.8004850088183422
16	3.2644598343793083	194.7543404832367	0.8883032918011919	0.7785003919263177
17	3.2607855796813965	190.87847527237827	0.8941443771265521	0.7851937585733884
18	3.2590193873957585	179.2059326504552	0.9073452115079969	0.7351312953164805
19	3.2575300097465516	171.45167812266092	0.9145342110130231	0.7632979374877523
20	3.255327190671648	172.0123685496722	0.9130290673045417	0.7836413629237703
21	3.2566323605450718	160.73655796235846	0.9250380764834962	0.7827932098765433
22	3.2547471626945166	157.23892532115758	0.9292349476914826	0.8010239075053889
23	3.2524105509122214	150.48575598879378	0.9333795329366708	0.7958798745835782
24	3.251004304885864	143.63156487220942	0.9382428579425249	0.7883842837546541
25	3.2489013029978824	131.6485087963962	0.9464283151248323	0.7789658044287673
26	3.2474709969979747	116.65001770137816	0.9560460873081258	0.7806559866745051
27	3.2459626708711897	112.46253920340723	0.9581582351621665	0.7655055849500294
-1	-1	-1	-1	-1
0	4.010614633560181	267.95397366664207	0.7412739854165222	0.7523913629237702
1	3.606963276863098	269.3910702864329	0.7305839409098905	0.7665986919459141
2	3.475400368372599	257.05869509453	0.7709083876116305	0.7582243288261807
3	3.406131863594055	252.69669635166494	0.7796197288060388	0.7841251469723691
4	3.3633737564086914	247.11776916740476	0.7948534747405489	0.7558299039780522
5	3.3374263445536294	241.9296040498009	0.8059590516843667	0.7678785763276503
6	3.328937428338187	240.3373799176179	0.8084390466649143	0.774477023319616
7	3.3138574957847595	237.33360404192015	0.8151670967101672	0.7768347050754458
8	3.3031239244672985	233.839975952178	0.8221375332015863	0.7780196698020773
9	3.294433259963989	229.39628938926282	0.8318293515351364	0.7840516607877719
10	3.2868738174438477	222.8561160416566	0.8442236108644899	0.8209999020184205
11	3.2804079055786133	224.3115011333495	0.8423327556588791	0.7850222908093277
12	3.275934311059805	221.42523263406383	0.8467913001694064	0.7869696747011562
13	3.271030902862549	212.40602662304576	0.8633965402275896	0.7970525916127768
14	3.2724965095520018	212.03675604236219	0.8646449316653222	0.7929802322163434
15	3.267674967646599	205.3624856971031	0.8751042643611086	0.8166611552028218
16	3.26342017510358	195.72745366059533	0.8901370809792689	0.7702331961591221
17	3.260745061768426	191.01904191896898	0.8939024776574905	0.7602207035077405
18	3.2582462210404244	181.49795321161432	0.9044108156282128	0.7986417303546933
19	3.256047236919403	179.27596613603046	0.906031078161158	0.7794281550068586
20	3.2535368487948464	169.53555020990296	0.9164992405207599	0.8065414951989026
21	3.254153674299067	160.04416398854218	0.9252914070993264	0.7941958161865569
22	3.25250622500544	153.70004586286322	0.9312217630170517	0.7989785420340976
23	3.2514116962750754	146.72120258974473	0.9357683606771833	0.7937028463648834
24	3.2502847957611083	128.66309617656145	0.9486335524969519	0.7961493239271016
25	3.2486684230657725	127.83920883023461	0.948174845694897	0.7647125465412502
26	3.2472097078959146	120.19554562208265	0.9534017247396261	0.8242639133842837
27	3.2458571706499373	118.28556552598643	0.9537492726099881	0.7726368067803251
28	3.2451809603592445	104.50677372272625	0.961867180941828	0.7996889084852047
29	3.2521880706151327	103.03767444551453	0.963228999599346	0.8130511463844797
30	3.254894102773359	89.70477294182592	0.9692741027011135	0.7796761708798747
31	3.2595735043287277	85.2470059838406	0.9709027848118915	0.7455418381344309
32	3.2615217729048296	76.6073235971059	0.9750642348431194	0.779376102292769
33	3.2601029241786286	77.41517286892085	0.9747302454405616	0.7730624142661178
34	3.2587367466517856	78.3780855430189	0.9733204723534383	0.7773582941407016
35	3.257677137851715	67.39534739930501	0.9790253706869718	0.8167223936899862
36	3.258531428672172	60.01476453348648	0.9818792487470849	0.8001359494415049
37	3.257025618302195	56.225846312766855	0.9829168688048822	0.7898785028414657
38	3.2561553991757908	52.02480049743209	0.9839778509485082	0.7885526895943563
39	3.255211925506592	52.20046965465989	0.9846054362843257	0.7739381246325691
40	3.2545537483401414	50.33414545354917	0.9849664401009961	0.7568525867136978
41	3.2533559572129023	48.05835537485374	0.985856236977207	0.7460715510484028
-1	-1	-1	-1	-1
0	4.003584384918213	271.11693095051965	0.7341322355058184	0.7692656280619244
1	3.6139174699783325	264.8257313735725	0.7456386971281268	0.7538090339016266
2	3.4817117849985757	259.261791901995	0.7606634786240631	0.7633897952184989
3	3.412109673023224	250.41945659652237	0.7837267142926858	0.7493355624142661
4	3.372541046142578	244.91020620331284	0.7975963732815861	0.7759038800705467
5	3.3448346853256226	244.01760185226914	0.7994322000743895	0.7924137762100725
6	3.3246162959507535	241.60758397006248	0.8039621379914726	0.7713783558690965
7	3.3097020089626312	233.61168532038843	0.8205020846720932	0.8173255927885557
8	3.3068512280782065	233.19182105027429	0.8228148414628096	0.7709405006858709
9	3.297293710708618	228.68816033814304	0.8339885952012558	0.7965381883205956
10	3.2890220121903853	227.25464305766792	0.8344630774984592	0.8104668822261415
11	3.283216098944346	220.4296770058861	0.848799017064908	0.8135073731138546
12	3.2773336997398963	215.12099134459976	0.8579153437976341	0.8077080883793847
13	3.271761213030134	213.06073815508407	0.8604593250066742	0.8102219282774837
14	3.266865619023641	206.13291334366613	0.8719651330544476	0.7852060062708209
15	3.2661940902471542	205.6759843567545	0.8763182726522271	0.7743606701940036
16	3.2630228575538185	198.23526986624844	0.8840207638835634	0.809266607877719
17	3.2600929604636297	191.82773013077966	0.8910343747398517	0.8188045022535763
18	3.257943316509849	182.36936944676924	0.9029447454247733	0.8027079659024102
19	3.2563659071922304	175.98656712021938	0.9096383738778508	0.7940029149519889
20	3.2540296827043806	173.63290792518808	0.911219691057624	0.7757936507936508
21	3.251769336787137	167.39281699823778	0.9184980508613241	0.7859255584950029
22	3.2501413407533066	158.62984948195228	0.9269435666326158	0.7742657505388986
23	3.2510741452376046	145.90166339208915	0.9370693840877617	0.7665282676856751
24	3.2498950004577636	138.89440649239592	0.9416663966933947	0.7575752008622378
25	3.2483712984965396	133.43417090408562	0.9441768533733468	0.7695013962375074
26	3.247053128701669	118.3446277777354	0.9550997370118592	0.8332139182833629
27	3.245526032788413	105.13045160761175	0.9619040374195258	0.8107730746619635
28	3.2445654951292893	109.03285452376964	0.9585443311149049	0.681823192239859
29	3.2436554590861	100.08475762744283	0.9650316350579227	0.8095023760533019
30	3.244861502801218	88.83979142913523	0.9699205519921361	0.7955093817362336
31	3.243595413863659	82.11874713454135	0.9730486622380116	0.7678908240250832
32	3.242435122981216	74.26771930391475	0.9758365036397182	0.7587754752106604
33	3.241753108361188	71.02282013149224	0.9772426372137446	0.7674131638252009
34	3.2408244337354386	71.65683016388915	0.9767963098822929	0.7672968106995883
35	3.24025289217631	71.98730746165727	0.976845699612838	0.7502112727807172
36	3.2392813063956596	57.94836592581845	0.9830097276495963	0.7543969233784049
37	3.2383338024741724	66.78148700285328	0.9794719158766019	0.7878637566137566
38	3.2396847223624206	57.87802302698756	0.9824106945503263	0.7916544189692338
39	3.239074230194092	50.10850055850754	0.9856526933627174	0.7517881638252009
40	3.2386149255240837	45.38163606787837	0.987216748485655	0.7721805800509504
41	3.2382016692842757	47.62673957871143	0.986090908680823	0.7680592298647855
-1	-1	-1	-1	-1
0	4.012611389160156	269.0679817754169	0.737588811808672	0.7638766411914559
1	3.6084567308425903	267.23442637088687	0.7388576306544193	0.7661240936703899
2	3.5026384194691977	253.50860840960067	0.7745071227834339	0.7663323045267489
3	3.432041585445404	251.20649151469385	0.7820629826455713	0.7890854644326866
4	3.388289546966553	246.81025573449543	0.7931286659123818	0.8118661816578483
5	3.356024901072184	242.59915890804558	0.8035538589501061	0.8049247991377622
6	3.334634099687849	238.80846992758816	0.8128064367505935	0.8048911179698215
7	3.3165984451770782	232.89907056786294	0.8285837644703966	0.800858563590045
8	3.303455564710829	231.7146112124125	0.8278819279413315	0.8191504997060552
9	3.2993209838867186	229.3086903243102	0.8320202465600961	0.7880474720752497
10	3.290048685940829	225.5836791548618	0.8390943066532759	0.7758273319615913
11	3.2814085880915322	221.12733398112215	0.8470248825821309	0.7686808005095043
12	3.2805368900299072	217.41736119292503	0.8535521699084647	0.7791893249069175
13	3.2736991133008684	213.75483956263048	0.8605901039896034	0.8011586321771508
14	3.268670924504598	207.23710947258527	0.871546845352065	0.7881240201842055
15	3.2639006674289703	201.00548427788786	0.8813831933641526	0.7352476484420929
16	3.26006519093233	194.69472377614457	0.8892216280987635	0.8140432098765432
17	3.2609547509087458	190.42476305573484	0.8939479972015731	0.7930812757201644
18	3.258235165947362	181.8925228895143	0.902891331725523	0.8128092543601803
19	3.256286585330963	180.72838313819827	0.9071610060106303	0.8043154761904762
20	3.2541440441494895	166.93015665647596	0.9195615575967813	0.7705087693513619
21	3.2520596222444014	160.93829566748568	0.9239661117246454	0.7689318783068784
22	3.2496365360591724	160.22390986967457	0.9245525603103203	0.7997562708210857
23	3.2478730181852975	149.897603598676	0.9339780021677145	0.8337926219870664
24	3.2491199588775634	136.37962971362032	0.9437538624973498	0.8153720850480111
25	3.247639674406785	124.35430516568265	0.9516775182252464	0.8142422349598275
26	3.2466063057934798	126.1501255830129	0.9497228690189471	0.8181951793062904
27	3.2453801461628506	112.6743602604829	0.9580291093383548	0.7509124534587497
28	3.244101483246376	109.28281198176303	0.9605058620766017	0.7916911620615323
29	3.2433396418889364	92.36897030357242	0.9688391296253085	0.8216429061336468
30	3.2422412749259704	89.2538783859837	0.9692217142168198	0.803050901430531
31	3.2404949069023132	92.67433522098749	0.969079798836422	0.8043950862237899
32	3.2416034106052285	94.71056668980177	0.9685093820496343	0.7955001959631589
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-1	-1	-1	-1	-1
0	4.007620096206665	269.72492378441865	0.7435039689146623	0.7807907113462668
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29	3.2472826798756915	92.44978978167208	0.9689841719113246	0.793448706643151
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31	3.2449703961610794	85.48016838325087	0.9724474249265842	0.7724377816970409
32	3.243979482939749	76.64013901976652	0.9757358019005844	0.793727341759749
33	3.2429003294776466	76.87713601884916	0.9753514231828988	0.8001481971389379
34	3.2416267258780342	66.38175290384034	0.9798404806535786	0.7826707329022143
35	3.2402023871739707	60.19237127553585	0.9817397682522094	0.7941866304134823
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-1	-1	-1	-1	-1
0	4.027565002441406	272.60153898342634	0.7332852669844288	0.7692962473055065
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-1	-1	-1	-1	-1
0	4.008625030517578	272.4732583474743	0.7295273671905789	0.7051550558495002
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27	3.2619463460786	109.206794850586	0.9611703935964254	0.7726123113854595
-1	-1	-1	-1	-1
