Epoch	Training_Time	Train_Loss	Train_Score	Valid_Score
0	5.390508413314819	276.5811090395432	0.7086649476545748	0.7269406476582402
1	4.467352509498596	269.4139459558236	0.7314329726763811	0.7605085243974133
2	4.208248933156331	262.81807770100676	0.7494542011873631	0.7450366206153243
3	4.064424455165863	255.88766695177833	0.769053504635817	0.7406519449343523
4	3.963976192474365	249.42829869144646	0.7857541153153582	0.7438792132079168
5	3.903480331103007	242.67308558974156	0.8025015526880521	0.7381840339016265
6	3.8673858642578125	237.26772734915562	0.8157886332777393	0.7726674260239075
7	3.837700664997101	231.0920331533565	0.8272628390744687	0.6769363609641387
8	3.793094105190701	230.2001324032628	0.8296299066275226	0.7993459729570839
9	3.7612343788146974	223.52920416898505	0.8419317043829581	0.7987825788751715
10	3.7376050732352515	214.1039692052575	0.8577071867158388	0.7907082843425436
11	3.72165318330129	207.2223222902579	0.8678456655757011	0.7707108563590045
12	3.700158797777616	195.79886373068936	0.8858769924540079	0.7832555604546345
13	3.676986949784415	185.96557902735333	0.8974013825228735	0.7971597589653145
14	3.6585638999938963	177.7584023216898	0.9055756264165907	0.8039204879482658
15	3.657336041331291	155.87288387154425	0.9267831204918735	0.8163610866157163
16	3.644408099791583	154.85206397374472	0.9272052527503442	0.8089512296688223
17	3.6287058856752186	140.0928361434345	0.9398946202050183	0.7962136243386243
18	3.624807784431859	124.15464872722478	0.9511255424924944	0.8169612237899274
19	3.620287227630615	117.85357669896858	0.9547925826107958	0.8011402606310013
20	3.621601184209188	98.8550239533417	0.9655111793539752	0.805423892808152
21	3.6222593025727705	91.39587168360866	0.9688378096610515	0.8219582843425435
22	3.613316193870876	87.52538326821586	0.9708086700788555	0.8286149078973153
23	3.6078599294026694	79.96240307656369	0.9749034042467685	0.8475376004311189
24	3.5991728687286377	73.35349766598192	0.9776137393977395	0.8186391583382323
25	3.6039607983369093	66.17276836365693	0.9802455430830183	0.8173653978052126
26	3.60607992278205	52.044509669607	0.9854059369377978	0.8181676219870664
27	3.6022820132119313	52.166841298110725	0.9853710796292658	0.8170561434450323
28	3.594987384204207	49.14552653390308	0.9862841104394359	0.7995021310993532
29	3.5881769180297853	43.497959033925405	0.9878890075632157	0.8262970311581423
30	3.5839419749475296	38.45121589741966	0.9899407702562996	0.8210825739760925
31	3.586441218852997	37.125938022321506	0.990058951910447	0.804520625122477
32	3.589587370554606	34.04936436904493	0.9908567998202181	0.8260398295120517
33	3.5910649930729583	30.200436588405637	0.9923588678838293	0.8147137713109937
34	3.5886212825775146	29.56939295465632	0.992533974598454	0.8140217764060356
35	3.58265229066213	28.825389460032415	0.9924141269700018	0.8182533558690965
36	3.5820522566099426	26.617754505586255	0.9930588590259719	0.8139789094650205
37	3.5841496492687024	23.624838651612748	0.9942837345956328	0.8217378257887518
38	3.5812841806656275	21.950210814790207	0.9945424091444255	0.8173929551244365
-1	-1	-1	-1	-1
0	3.6080331802368164	294.60805934528975	0.6993924422383642	0.7650799774642367
1	3.630950093269348	276.72804459120874	0.7044204552118444	0.7423084460121496
2	3.596505324045817	264.3032695563265	0.7460012259520453	0.7348802175191063
3	3.566225528717041	256.27486743483433	0.7682312309796996	0.7723321453066824
4	3.530117702484131	249.70103335750196	0.7825299680584029	0.791920806388399
5	3.5045702854792276	248.5067915916443	0.7856550539201553	0.7789688663531256
6	3.4917180878775462	243.54868901422782	0.7991242255013609	0.7529578189300412
7	3.505542755126953	237.04402670749397	0.8146756471054287	0.7687389770723104
8	3.5174753665924072	233.37105504856552	0.823134836681207	0.7826799186752889
9	3.5050960540771485	226.33379833827647	0.8371666718610891	0.7299903243190281
10	3.520991737192327	219.9126491324846	0.8488275564862685	0.7491365373309817
11	3.5276901721954346	214.13716038437778	0.8592329628753261	0.7892385606505976
12	3.5166152073786807	209.3457787425019	0.8669164107388396	0.7886322996276701
13	3.5269125359398976	199.96266939658528	0.88028016459211	0.8078581226729376
14	3.522545846303304	187.35579800420953	0.8968656051864394	0.7995633695865177
15	3.514181151986122	178.60482153042344	0.9064620016378835	0.8121050117577895
16	3.5218139115501854	168.26156272999077	0.9171901072497869	0.812181559866745
17	3.52861049440172	157.16009573234143	0.9268614981753225	0.8055218743876151
18	3.538031502773887	144.96630244338235	0.9373460639742334	0.8245578581226729
19	3.5381956100463867	139.08220229777254	0.9420838385934378	0.8168724279835391
20	3.5430889016106013	120.87175741676212	0.9544810710461663	0.8194720017636683
21	3.543409900231795	109.98126477049303	0.9605984261720156	0.803133573388203
22	3.5362490882044253	98.94489550867746	0.9666743241680483	0.8160793895747599
23	3.540608048439026	85.21958921399228	0.9727998681983653	0.8094778806584363
24	3.544541997909546	78.17372560362483	0.9758529839701491	0.812209117185969
25	3.5482456500713644	75.33670091166977	0.9766026211465758	0.8425895306682344
26	3.5522778122513383	67.85810144372688	0.9805475714092973	0.8230085243974133
27	3.5510331903185164	61.01986045153566	0.9826875282190417	0.8156997109543406
28	3.5457444930898734	54.698470560617224	0.9849955946513306	0.829040515383108
29	3.549350055058797	51.00473895923112	0.9864053164777059	0.8084092690574172
30	3.54457014606845	44.95070032186286	0.9879768684850152	0.8023527826768568
31	3.539418913424015	44.94454631140066	0.9879740235135102	0.8048206937095826
32	3.534458052028309	42.787719471510066	0.9886626860303801	0.8088501861650009
33	3.533453205052544	35.12431172252626	0.9910469131187736	0.8055708651773467
34	3.531123788016183	34.54399999444799	0.9907513820922832	0.8161528757593572
35	3.5315993229548135	29.041395592135054	0.9927607265165287	0.8132562953164805
36	3.529057096790623	28.4477543655292	0.992884444331443	0.8078275034293553
37	3.5255212156396163	27.238914619120518	0.9930017289225032	0.8179349157358416
38	3.5248758731744227	24.43379148147827	0.9940510108004343	0.8117559523809523
39	3.5210224270820616	22.77809981412666	0.9944245222395779	0.8163794581618655
40	3.5231184436053766	22.764146310414453	0.9943671870931179	0.8167009602194786
-1	-1	-1	-1	-1
0	3.6408584117889404	282.2927295958349	0.7010705397100611	0.7345770870076425
1	3.6025737524032593	275.3445470037386	0.7100941613803167	0.7494978444052518
2	3.532600164413452	265.3348779271739	0.7415629806976629	0.7067441945914168
3	3.55019074678421	257.330792552741	0.7642589202928177	0.7630621693121693
4	3.542206382751465	253.96233250004377	0.7741168490797465	0.7846548598863414
5	3.518472154935201	250.90769139740817	0.7821499336890967	0.7474249216147364
6	3.5309933594294955	242.3348099187363	0.8033344245037857	0.7962687389770723
7	3.5166939198970795	237.23903320926104	0.8156929422767072	0.7423635606505977
8	3.501473347345988	235.26519459162571	0.8180520259682847	0.7965443121693122
9	3.5106701850891113	230.43584840981535	0.8295092388271049	0.7918013913384283
10	3.508099165829745	222.22410221986993	0.8451147533353319	0.7736717372134039
11	3.515734394391378	217.83829561869302	0.8521025415898951	0.7474586027826768
12	3.5171549136822042	209.8049862976222	0.8658849163404091	0.8164866255144032
13	3.532048191343035	198.16107073680374	0.8832907339431859	0.8150107779737409
14	3.540642484029134	191.1540217381115	0.891460133696232	0.804284856946894
15	3.5357702523469925	181.8886706496394	0.9022097944526029	0.8086725945522242
16	3.5266010200276092	162.11990766931874	0.921915143573153	0.817579732510288
17	3.5187184943093195	157.92072254742763	0.9256721206735417	0.8023711542230061
18	3.5123988201743677	144.3116152138673	0.9371551048733388	0.7994715118557711
19	3.519880545139313	128.64048697782118	0.9494187902627543	0.8075243729178914
20	3.5263531775701615	117.45881353422652	0.9553269502766644	0.80955749069175
21	3.5200956734743984	103.96448440329974	0.9625871894060027	0.810904737409367
22	3.513341862222423	95.3957669771919	0.966812753817593	0.8059964726631393
23	3.512342154979706	87.98155406186747	0.9708400160261601	0.8269339114246522
24	3.5179611587524415	72.32694528361624	0.9782094405483998	0.8151944934352342
25	3.5189326267976027	71.40056689765102	0.9776889132844484	0.8263368361747991
26	3.5152899071022317	65.04792214456455	0.9807099910888315	0.8367473789927493
27	3.51397248676845	63.96752720424371	0.9808326452432282	0.8174296982167352
28	3.520033778815434	52.966551658719084	0.9849446927287244	0.8279137272192828
29	3.5245921055475873	47.988350393236146	0.9867400747914816	0.8058739956888106
30	3.527892558805404	42.64093069605125	0.9880059076986671	0.8263980746619636
31	3.5269077718257904	38.57902104170748	0.9897954204057965	0.8212693513619439
32	3.5285285386172207	37.607387470644575	0.989562799132094	0.8074018959435626
33	3.5321205994662117	36.575524341228395	0.9898602139910676	0.8254825592788556
34	3.5284220014299663	31.473433343477026	0.9916971685203235	0.8270135214579658
35	3.5260424084133573	34.076650090919905	0.9909391502116249	0.8183421516754851
36	3.5273767419763513	29.236778597037	0.9925133037018871	0.8073345336076818
37	3.5234904226503874	27.57948761577754	0.9927169242074986	0.8213734567901234
38	3.5203914764599924	25.636336514654086	0.9933035265754171	0.8064680090143054
39	3.5198145866394044	22.61123496802278	0.9942106367692114	0.8171602488732118
40	3.5221111948897197	20.703820162965346	0.9948102849974554	0.8226472173231432
41	3.524303737140837	21.96630931270215	0.9946019356878557	0.830151993925142
-1	-1	-1	-1	-1
0	3.6318624019622803	277.2898659040762	0.7132107251427406	0.7016522143836958
1	3.5012985467910767	276.4062757159388	0.7051419502377064	0.7115636635312561
2	3.461200475692749	263.8130613334419	0.7452788979390309	0.7062451009210269
3	3.4947426319122314	256.18294435323673	0.7677115751484613	0.7710752253576327
4	3.5003145694732667	249.78398213183232	0.7848865527885232	0.7259547080148931
5	3.4800473054250083	247.02806905258532	0.7930290150185789	0.7323786253184401
6	3.496609789984567	243.0719362894694	0.8003468455981165	0.7562463256907702
7	3.5023041367530823	235.98319996234983	0.8162069209801219	0.7860602831667647
8	3.5122975508371987	233.3427288144134	0.8235724496855256	0.7713538604742308
9	3.521200346946716	226.4660553008087	0.8373323209677372	0.7614240397805212
10	3.508799357847734	223.1035534411438	0.8415985095219914	0.7604105428179502
11	3.517477512359619	213.37310603237893	0.8595443975488339	0.8001757544581618
12	3.517643378331111	203.60143744113833	0.8733178272988498	0.763640873015873
13	3.5245479345321655	195.096553244332	0.884657012285766	0.7963575347834607
14	3.534025049209595	187.13242265790007	0.8948418180464898	0.8040154076033705
15	3.5292403995990753	173.90570873530336	0.9087598159206041	0.7819511806780325
16	3.536040095721974	159.93723194127858	0.9216316203768444	0.7693881050362532
17	3.5407050053278604	146.73143471119016	0.9331291498138415	0.7836474867724867
18	3.545240000674599	137.78385220756826	0.9412462379737161	0.8013209141681363
19	3.549772596359253	128.40270767470662	0.9470993952051927	0.797456765628062
20	3.549513328643072	112.35060245353122	0.9579617527156918	0.7548531501077798
21	3.553443030877547	104.50224140448164	0.9621935581233317	0.7903255437977661
22	3.55875883931699	88.95934384275776	0.9701283374335096	0.7940641534391535
23	3.5531010826428733	82.64071785202322	0.9726485721011124	0.8090920781893004
24	3.5562580680847167	80.66247738701429	0.9738240066794805	0.7919177444640407
25	3.5589094987282386	68.3403811930686	0.9785955493163251	0.7935344405251813
26	3.5526411180143005	57.81197557269141	0.9829465872234431	0.7882618067803253
27	3.555827157838004	60.78091632932887	0.9815681728988117	0.7898892195767195
28	3.555004588488875	48.75310222307841	0.9859691900350748	0.7998052616108172
29	3.559432546297709	46.19595702674038	0.9872162230629896	0.7914584558103076
30	3.5609970861865627	43.040621668793435	0.9881763496852385	0.7879127474034882
31	3.557148866355419	38.44634719135225	0.9897205540835746	0.8093064128943758
32	3.5519920045679267	37.81460587922917	0.9900859150638114	0.8060975161669607
33	3.553698182106018	35.22373647652855	0.990906868755672	0.7846089310209681
34	3.556786394119263	32.09977942289308	0.9914440173171108	0.792643420536939
35	3.5577663448121815	29.8455315098282	0.9923033781242913	0.7872391240446796
36	3.5533313944533065	27.048283211020536	0.9930523232806223	0.7876371742112483
37	3.5554672479629517	26.110904828522557	0.9933304384680337	0.7919330540858318
38	3.5567878576425405	25.443570577821067	0.9936432828121071	0.7837699637468155
39	3.553865683078766	22.833829611770867	0.9941159325375751	0.7846119929453262
40	3.5495452822708504	22.096498583927172	0.9946482754039039	0.7991990005878893
41	3.5507522367295765	21.995513856873032	0.9947000487592232	0.796611674505193
42	3.5469132911327272	20.885795781778736	0.9949209313216701	0.794306045463453
43	3.5429999286478218	19.785435435383818	0.9951191310031975	0.8060332157554381
44	3.5448639816708036	17.846293325572052	0.9959218743143875	0.7896580442876739
45	3.5471929000771563	16.941494093846906	0.995909494843784	0.7907695228297078
46	3.5490600758410515	15.290502646172694	0.996434968769902	0.7988683127572017
-1	-1	-1	-1	-1
0	3.6498026847839355	276.1242454680361	0.7065254137460002	0.7588703948657651
1	3.6302155256271362	273.7233660886454	0.7119715350092454	0.7246227709190673
2	3.637988249460856	262.5132748064145	0.7499286450390054	0.754427542621987
3	3.6607013940811157	255.70947681841	0.7692353905843438	0.7800068587105623
4	3.631228446960449	252.429809969525	0.7766227563683277	0.6655368165784833
5	3.630544384320577	244.7094620031904	0.7969268822844086	0.7021727415245934
6	3.629082305090768	242.07268156746562	0.8024939020214369	0.7638980746619635
7	3.6022709012031555	234.5767252722452	0.8211100371414873	0.7739044434646286
8	3.6062234242757163	229.08252933413485	0.8325342893394457	0.7927903929061335
9	3.604306864738464	225.96969448041546	0.8382226945273614	0.7149899568881051
10	3.6060033494775947	217.08636539296586	0.8544776314499861	0.7474953458749755
11	3.6143224239349365	209.27138107321983	0.8661118989318491	0.7416440084264158
12	3.604513956950261	198.49863168620323	0.8818799356411059	0.7950531550068588
13	3.58767340864454	192.33342066106871	0.8897344534353518	0.7925944297472076
14	3.575537427266439	174.55631038569663	0.9114445463280287	0.7365979570840682
15	3.565108373761177	166.97599449083788	0.9169757091719422	0.7896335488928082
16	3.5647594508002785	154.94365208694177	0.9278787164554791	0.7572659465020576
17	3.568165832095676	141.49312452706255	0.9395201604420397	0.7547245492847343
18	3.5751377155906274	132.01899248777434	0.9465482396444063	0.7934854497354498
19	3.5682779788970946	116.40370042841563	0.956651143545267	0.7593449931412894
20	3.559915474482945	108.95469262433606	0.9608532689799071	0.7816694836370762
21	3.5571618296883325	94.61379696971686	0.9681664348313911	0.7845140113658633
22	3.5591959435006846	93.4049248133981	0.968503730552185	0.77286951303155
23	3.5548321902751923	81.14534679678984	0.9748987395187149	0.7951848177542622
24	3.548026485443115	72.78638243360459	0.9779447813072968	0.8020435283166764
25	3.551376700401306	63.08437266091044	0.9820425014137716	0.7915962424064276
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-1	-1	-1	-1	-1
