epoch,iteration,model_best_val_score,model_loss,model_val_score,step,train_dataset_size,val_dataset_size
0.0,0.0,0.07035110145807266,-0.19750922520955402,0.07035110145807266,1,950.0,50.0
1.0,0.0,0.07035110145807266,-4.483642983436584,0.08844216167926788,2,950.0,50.0
2.0,0.0,0.06487834453582764,-21.10428721110026,0.06487834453582764,3,950.0,50.0
3.0,0.0,0.06314902007579803,-27.78207524617513,0.0632585659623146,4,950.0,50.0
4.0,0.0,0.06284423917531967,-30.860134188334147,0.06390529125928879,5,950.0,50.0
5.0,0.0,0.06257569044828415,-32.84666124979655,0.06328311562538147,6,950.0,50.0
6.0,0.0,0.06212563440203667,-34.410129419962566,0.06252937763929367,7,950.0,50.0
7.0,0.0,0.06188894063234329,-34.98585662841797,0.06229095906019211,8,950.0,50.0
8.0,0.0,0.06188894063234329,-35.97389907836914,0.06277278065681458,9,950.0,50.0
9.0,0.0,0.061729807406663895,-36.53526420593262,0.06258450448513031,10,950.0,50.0
10.0,0.0,0.06138107180595398,-36.89944636027018,0.06146954745054245,11,950.0,50.0
11.0,0.0,0.06115872040390968,-37.6862740834554,0.061673909425735474,12,950.0,50.0
12.0,0.0,0.060780901461839676,-38.38425483703613,0.06108684465289116,13,950.0,50.0
13.0,0.0,0.06028728932142258,-38.72903963724772,0.06039069965481758,14,950.0,50.0
14.0,0.0,0.06001153960824013,-38.96473757425944,0.06050075963139534,15,950.0,50.0
15.0,0.0,0.0597112812101841,-39.575638961791995,0.060184136033058167,16,950.0,50.0
16.0,0.0,0.059244245290756226,-39.73741200764974,0.05928448587656021,17,950.0,50.0
17.0,0.0,0.05843637138605118,-40.19333241780599,0.05843637138605118,18,950.0,50.0
18.0,0.0,0.05843637138605118,-40.42503801981608,0.05851535126566887,19,950.0,50.0
19.0,0.0,0.05796714499592781,-40.86307614644368,0.057992640882730484,20,950.0,50.0
20.0,0.0,0.05756451562047005,-40.86979077657064,0.05769132077693939,21,950.0,50.0
21.0,0.0,0.05710596218705177,-41.027595138549806,0.05718560889363289,22,950.0,50.0
22.0,0.0,0.05673348158597946,-41.276424916585285,0.057092711329460144,23,950.0,50.0
23.0,0.0,0.056503042578697205,-41.6512269337972,0.056852370500564575,24,950.0,50.0
24.0,0.0,0.05622955039143562,-41.67395604451497,0.05624048411846161,25,950.0,50.0
0.0,1.0,0.09154883772134781,-39.53988130469071,0.09173884242773056,26,1188.0,62.0
1.0,1.0,0.09109596163034439,-40.88378213581286,0.09159741550683975,27,1188.0,62.0
2.0,1.0,0.09014638513326645,-40.96895328320955,0.09040167182683945,28,1188.0,62.0
3.0,1.0,0.08931432664394379,-41.317712683426706,0.08931432664394379,29,1188.0,62.0
4.0,1.0,0.08900268375873566,-41.7429979223954,0.08915892988443375,30,1188.0,62.0
5.0,1.0,0.08835773915052414,-42.12316653603002,0.08835773915052414,31,1188.0,62.0
6.0,1.0,0.08798481523990631,-42.6102947435881,0.08804205805063248,32,1188.0,62.0
7.0,1.0,0.08730339258909225,-42.68053767555639,0.0873924195766449,33,1188.0,62.0
8.0,1.0,0.0868333950638771,-42.8156623840332,0.08686372637748718,34,1188.0,62.0
9.0,1.0,0.08597764372825623,-43.12271067970678,0.08597764372825623,35,1188.0,62.0
10.0,1.0,0.08501487225294113,-43.37565964146664,0.08501487225294113,36,1188.0,62.0
11.0,1.0,0.08501487225294113,-43.601200706080384,0.08492080122232437,37,1188.0,62.0
12.0,1.0,0.08430231362581253,-43.67968689767938,0.08441794663667679,38,1188.0,62.0
13.0,1.0,0.08333489298820496,-43.8909653111508,0.08333489298820496,39,1188.0,62.0
14.0,1.0,0.08293269574642181,-44.16406511005602,0.08322033286094666,40,1188.0,62.0
15.0,1.0,0.08218365162611008,-44.29715738798443,0.08219361305236816,41,1188.0,62.0
16.0,1.0,0.08147867769002914,-44.57054971393786,0.08156517148017883,42,1188.0,62.0
17.0,1.0,0.08075480908155441,-44.73437419690584,0.08084718883037567,43,1188.0,62.0
18.0,1.0,0.07997908443212509,-44.85082957619115,0.08007397502660751,44,1188.0,62.0
19.0,1.0,0.07997908443212509,-45.125803997642116,0.07975780218839645,45,1188.0,62.0
20.0,1.0,0.07923778146505356,-45.16242368597733,0.07930490374565125,46,1188.0,62.0
21.0,1.0,0.07865499705076218,-45.484344382035104,0.07881104946136475,47,1188.0,62.0
22.0,1.0,0.07786592841148376,-45.48103131745991,0.07788440585136414,48,1188.0,62.0
23.0,1.0,0.07748953998088837,-45.79182644894249,0.07770414650440216,49,1188.0,62.0
24.0,1.0,0.07683001458644867,-45.87264683372096,0.07691831886768341,50,1188.0,62.0
0.0,2.0,0.0327029675245285,-39.46369463602702,0.0327029675245285,51,1425.0,75.0
1.0,2.0,0.03092770278453827,-45.19436425103082,0.03092770278453827,52,1425.0,75.0
2.0,2.0,0.030059877783060074,-45.95406612820096,0.030059877783060074,53,1425.0,75.0
3.0,2.0,0.029385317116975784,-46.46294801500108,0.029385317116975784,54,1425.0,75.0
4.0,2.0,0.028687523677945137,-46.78786349826389,0.028687523677945137,55,1425.0,75.0
5.0,2.0,0.027961600571870804,-47.121340942382815,0.027961600571870804,56,1425.0,75.0
6.0,2.0,0.027451062574982643,-47.38467364841037,0.027451062574982643,57,1425.0,75.0
7.0,2.0,0.026955759152770042,-47.524474419487845,0.02699775993824005,58,1425.0,75.0
8.0,2.0,0.02647707797586918,-47.95400602552626,0.026504818350076675,59,1425.0,75.0
9.0,2.0,0.026113448664546013,-48.07230122884115,0.02612185850739479,60,1425.0,75.0
10.0,2.0,0.02565731853246689,-48.34873945448134,0.02565731853246689,61,1425.0,75.0
11.0,2.0,0.025335783138871193,-48.644664679633244,0.025335783138871193,62,1425.0,75.0
12.0,2.0,0.02485480345785618,-48.72938181559245,0.02485480345785618,63,1425.0,75.0
13.0,2.0,0.024531172588467598,-48.94040400187175,0.024612005800008774,64,1425.0,75.0
14.0,2.0,0.024286506697535515,-48.96637903849284,0.024286506697535515,65,1425.0,75.0
15.0,2.0,0.02399078942835331,-49.372820705837675,0.02399078942835331,66,1425.0,75.0
16.0,2.0,0.023706888779997826,-49.51959101359049,0.023706888779997826,67,1425.0,75.0
17.0,2.0,0.023486848920583725,-49.4628289964464,0.023499103263020515,68,1425.0,75.0
18.0,2.0,0.023160656914114952,-49.72213490804037,0.0232075247913599,69,1425.0,75.0
19.0,2.0,0.022848496213555336,-49.767599232991536,0.022848496213555336,70,1425.0,75.0
20.0,2.0,0.022627778351306915,-50.03586883544922,0.022636601701378822,71,1425.0,75.0
21.0,2.0,0.02224263921380043,-50.030108557807075,0.02224263921380043,72,1425.0,75.0
22.0,2.0,0.022020163014531136,-50.181175486246744,0.02204240672290325,73,1425.0,75.0
23.0,2.0,0.02175808511674404,-50.229789310031464,0.02175808511674404,74,1425.0,75.0
24.0,2.0,0.02153562754392624,-50.52437498304579,0.021536733955144882,75,1425.0,75.0
0.0,3.0,0.030010778456926346,-37.397313152368255,0.032132070511579514,76,1663.0,87.0
1.0,3.0,0.029170043766498566,-46.47547831902137,0.029365476220846176,77,1663.0,87.0
2.0,3.0,0.027800187468528748,-47.57709752596342,0.027800187468528748,78,1663.0,87.0
3.0,3.0,0.026795199140906334,-48.21556912935697,0.026795199140906334,79,1663.0,87.0
4.0,3.0,0.02606634609401226,-48.67875179877648,0.02606634609401226,80,1663.0,87.0
5.0,3.0,0.02558096870779991,-49.02517949617826,0.02558096870779991,81,1663.0,87.0
6.0,3.0,0.025115691125392914,-49.29672204531156,0.02512739785015583,82,1663.0,87.0
7.0,3.0,0.02485140599310398,-49.48423224229079,0.024863041937351227,83,1663.0,87.0
8.0,3.0,0.024509306997060776,-49.65238857269287,0.024553082883358,84,1663.0,87.0
9.0,3.0,0.024327240884304047,-49.87947324606088,0.024353569373488426,85,1663.0,87.0
10.0,3.0,0.024057384580373764,-50.02173951955942,0.024079540744423866,86,1663.0,87.0
11.0,3.0,0.023784169927239418,-50.26402326730582,0.023798147216439247,87,1663.0,87.0
12.0,3.0,0.02358640544116497,-50.29499934269832,0.023629359900951385,88,1663.0,87.0
13.0,3.0,0.023392977192997932,-50.515062478872444,0.02340945228934288,89,1663.0,87.0
14.0,3.0,0.02324308082461357,-50.6303172478309,0.023245301097631454,90,1663.0,87.0
15.0,3.0,0.023008951917290688,-50.75341628148006,0.023022664710879326,91,1663.0,87.0
16.0,3.0,0.02283659391105175,-50.90254959693322,0.022905580699443817,92,1663.0,87.0
17.0,3.0,0.022542346268892288,-51.04004698533278,0.022549128159880638,93,1663.0,87.0
18.0,3.0,0.022462738677859306,-51.114850337688736,0.022491447627544403,94,1663.0,87.0
19.0,3.0,0.022129276767373085,-51.197395471426155,0.02214227430522442,95,1663.0,87.0
20.0,3.0,0.022025279700756073,-51.37312228863056,0.02214333787560463,96,1663.0,87.0
21.0,3.0,0.021834639832377434,-51.550264651958756,0.02184155210852623,97,1663.0,87.0
22.0,3.0,0.02168486826121807,-51.538846676166244,0.021716928109526634,98,1663.0,87.0
23.0,3.0,0.02144774980843067,-51.779666900634766,0.02145666815340519,99,1663.0,87.0
24.0,3.0,0.021266674622893333,-51.71097858135517,0.021322282031178474,100,1663.0,87.0
0.0,4.0,0.028645219281315804,-45.77210022608439,0.02886161394417286,101,1900.0,100.0
1.0,4.0,0.02803749032318592,-49.31355361938476,0.028189541772007942,102,1900.0,100.0
2.0,4.0,0.027921149507164955,-49.84017804463704,0.028206169605255127,103,1900.0,100.0
3.0,4.0,0.02762812003493309,-50.24324340820313,0.02783707156777382,104,1900.0,100.0
4.0,4.0,0.02739468403160572,-50.51649386088054,0.027463005855679512,105,1900.0,100.0
5.0,4.0,0.02723177708685398,-50.82006568908692,0.027309995144605637,106,1900.0,100.0
6.0,4.0,0.02695728838443756,-50.88542931874593,0.02712152525782585,107,1900.0,100.0
7.0,4.0,0.026849331334233284,-51.0752036412557,0.026923632249236107,108,1900.0,100.0
8.0,4.0,0.02659081667661667,-51.46725349426269,0.02663518860936165,109,1900.0,100.0
9.0,4.0,0.026393050327897072,-51.55145212809245,0.026581216603517532,110,1900.0,100.0
10.0,4.0,0.02602994069457054,-51.86151021321614,0.02617793157696724,111,1900.0,100.0
11.0,4.0,0.025942020118236542,-51.86237913767497,0.02605539746582508,112,1900.0,100.0
12.0,4.0,0.025694435462355614,-51.88825963338216,0.02592225931584835,113,1900.0,100.0
13.0,4.0,0.025485459715127945,-52.21771272023519,0.025583583861589432,114,1900.0,100.0
14.0,4.0,0.02523142285645008,-52.1815819422404,0.025357995182275772,115,1900.0,100.0
15.0,4.0,0.025101030245423317,-52.46353842417399,0.025288444012403488,116,1900.0,100.0
16.0,4.0,0.024980831891298294,-52.53383960723877,0.025119252502918243,117,1900.0,100.0
17.0,4.0,0.024658067151904106,-52.68129342397054,0.024864409118890762,118,1900.0,100.0
18.0,4.0,0.024472905322909355,-52.543074480692546,0.024751724675297737,119,1900.0,100.0
19.0,4.0,0.02436949498951435,-52.81592375437419,0.024548225104808807,120,1900.0,100.0
20.0,4.0,0.0241144560277462,-53.07998936971028,0.024362267926335335,121,1900.0,100.0
21.0,4.0,0.0241144560277462,-52.993700663248696,0.024481358006596565,122,1900.0,100.0
22.0,4.0,0.023973610252141953,-53.07484734853109,0.024225948378443718,123,1900.0,100.0
23.0,4.0,0.023867549374699593,-53.230400721232094,0.024150807410478592,124,1900.0,100.0
24.0,4.0,0.023867549374699593,-53.516129938761395,0.02411087602376938,125,1900.0,100.0
0.0,5.0,0.019243352115154266,-47.933521071476726,0.021587630733847618,126,2138.0,112.0
1.0,5.0,0.019055256620049477,-51.26772103380801,0.01907804235816002,127,2138.0,112.0
2.0,5.0,0.018872225657105446,-52.35821499041657,0.018964583054184914,128,2138.0,112.0
3.0,5.0,0.01872476562857628,-52.75923401562136,0.01884208433330059,129,2138.0,112.0
4.0,5.0,0.018654342740774155,-52.96298508145916,0.018780767917633057,130,2138.0,112.0
5.0,5.0,0.018654342740774155,-53.08944872955778,0.018842941150069237,131,2138.0,112.0
6.0,5.0,0.018654342740774155,-53.109319886164876,0.018836146220564842,132,2138.0,112.0
7.0,5.0,0.018604520708322525,-53.36914927923857,0.018878735601902008,133,2138.0,112.0
8.0,5.0,0.018604520708322525,-53.362683196565996,0.01900714635848999,134,2138.0,112.0
9.0,5.0,0.01855110004544258,-53.69307953564089,0.018899841234087944,135,2138.0,112.0
10.0,5.0,0.01855110004544258,-53.5945767644626,0.019081542268395424,136,2138.0,112.0
11.0,5.0,0.0184714924544096,-53.76738921208168,0.01886398158967495,137,2138.0,112.0
12.0,5.0,0.0184714924544096,-53.93621809091141,0.01905200444161892,138,2138.0,112.0
13.0,5.0,0.018422972410917282,-53.97627161509955,0.018974004313349724,139,2138.0,112.0
14.0,5.0,0.018369851633906364,-53.96823928605264,0.018926534801721573,140,2138.0,112.0
15.0,5.0,0.018369851633906364,-54.15367399756588,0.019052989780902863,141,2138.0,112.0
16.0,5.0,0.018369851633906364,-54.268911959520025,0.018987033516168594,142,2138.0,112.0
17.0,5.0,0.018369851633906364,-54.463293559515655,0.019053034484386444,143,2138.0,112.0
18.0,5.0,0.01832158863544464,-54.24273664559891,0.01898924447596073,144,2138.0,112.0
19.0,5.0,0.01832158863544464,-54.55224985151148,0.019103774800896645,145,2138.0,112.0
20.0,5.0,0.01832158863544464,-54.46196393824335,0.019059795886278152,146,2138.0,112.0
21.0,5.0,0.01832158863544464,-54.668588040479975,0.01908697746694088,147,2138.0,112.0
22.0,5.0,0.01832158863544464,-54.77381145420359,0.01909147948026657,148,2138.0,112.0
23.0,5.0,0.01832158863544464,-54.79562366542532,0.01915477216243744,149,2138.0,112.0
24.0,5.0,0.01832158863544464,-54.99505973929789,0.019070018082857132,150,2138.0,112.0
0.0,6.0,0.008673222735524178,-51.3374338277181,0.008745340630412102,151,2375.0,125.0
1.0,6.0,0.008517954498529434,-52.99645960489909,0.00851977989077568,152,2375.0,125.0
2.0,6.0,0.008471060544252396,-53.850913492838544,0.008481398224830627,153,2375.0,125.0
3.0,6.0,0.008419757708907127,-53.97339859008789,0.008441871032118797,154,2375.0,125.0
4.0,6.0,0.008394959382712841,-54.30683344523112,0.008448589593172073,155,2375.0,125.0
5.0,6.0,0.00836519431322813,-54.392490997314454,0.008443821221590042,156,2375.0,125.0
6.0,6.0,0.00836519431322813,-54.48622248331706,0.008461452089250088,157,2375.0,125.0
7.0,6.0,0.00836519431322813,-54.71810974121094,0.00849675852805376,158,2375.0,125.0
8.0,6.0,0.00836519431322813,-54.732481740315755,0.008523587137460709,159,2375.0,125.0
9.0,6.0,0.008353014476597309,-54.82606892903646,0.008511514402925968,160,2375.0,125.0
10.0,6.0,0.008353014476597309,-55.080135345458984,0.00850800983607769,161,2375.0,125.0
11.0,6.0,0.008353014476597309,-55.06259852091471,0.008546346798539162,162,2375.0,125.0
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