[{"method":"muon","seed":1940,"curve":[{"step":0,"train_seconds":0.0,"validation_ce":4.263143497677992},{"step":100,"train_seconds":7.853902667411603,"validation_ce":2.5100455306092715},{"step":200,"train_seconds":15.681425125687383,"validation_ce":2.3173994688394433},{"step":300,"train_seconds":23.504991376190446,"validation_ce":2.076362342878421},{"step":400,"train_seconds":31.340422916342504,"validation_ce":1.9343987302296721},{"step":500,"train_seconds":39.18689312716015,"validation_ce":1.8075996236317717},{"step":600,"train_seconds":47.026680587092414,"validation_ce":1.7145048434833228},{"step":625,"train_seconds":48.98698946391232,"validation_ce":1.6939507074619768},{"step":650,"train_seconds":50.945768212666735,"validation_ce":1.6865274862210322},{"step":675,"train_seconds":52.90618709172122,"validation_ce":1.6567726058344687},{"step":700,"train_seconds":54.86547984275967,"validation_ce":1.6336225815083025},{"step":725,"train_seconds":56.82595359242987,"validation_ce":1.6374283770811722},{"step":750,"train_seconds":58.786784304422326,"validation_ce":1.6305934119334418},{"step":775,"train_seconds":60.768593385932036,"validation_ce":1.6148679311374365},{"step":800,"train_seconds":62.750010509975255,"validation_ce":1.5843057522575976},{"step":825,"train_seconds":64.70917321683373,"validation_ce":1.575314912927865},{"step":850,"train_seconds":66.6696996743558,"validation_ce":1.5648165106224026},{"step":875,"train_seconds":68.62901096558198,"validation_ce":1.5489158718267344},{"step":900,"train_seconds":70.58719138160814,"validation_ce":1.5441210478681573},{"step":925,"train_seconds":72.54660179652274,"validation_ce":1.5415394828066848},{"step":950,"train_seconds":74.50582125468645,"validation_ce":1.5351261669589626},{"step":975,"train_seconds":76.46506742201746,"validation_ce":1.527648636822327},{"step":1000,"train_seconds":78.4243320056703,"validation_ce":1.5223868497505715},{"step":1025,"train_seconds":80.3834486285923,"validation_ce":1.5147989647729057},{"step":1050,"train_seconds":82.3545529616531,"validation_ce":1.5104462353315222},{"step":1075,"train_seconds":84.33506654552184,"validation_ce":1.5090990132450508},{"step":1100,"train_seconds":86.30760271369945,"validation_ce":1.5032424718004218},{"step":1125,"train_seconds":88.26699904655106,"validation_ce":1.4989960380413565},{"step":1150,"train_seconds":90.22825633734465,"validation_ce":1.4980830014576012},{"step":1175,"train_seconds":92.18767850135919,"validation_ce":1.4957459170697471},{"step":1200,"train_seconds":94.149490001495,"validation_ce":1.494253447528259}]},{"method":"mean","seed":1940,"curve":[{"step":0,"train_seconds":0.0,"validation_ce":4.263143497677992},{"step":100,"train_seconds":8.852080166107044,"validation_ce":2.5038458718682213},{"step":200,"train_seconds":17.607031877036206,"validation_ce":2.1743506693070933},{"step":300,"train_seconds":26.38688308687415,"validation_ce":2.014694790136979},{"step":400,"train_seconds":35.15145333390683,"validation_ce":1.8641281138916719},{"step":500,"train_seconds":43.94103633891791,"validation_ce":1.7543053583066035},{"step":600,"train_seconds":52.7503792521311,"validation_ce":1.6644039719884847},{"step":625,"train_seconds":54.96124254364986,"validation_ce":1.6548182541324246},{"step":650,"train_seconds":57.1504584599752,"validation_ce":1.6472896189184232},{"step":675,"train_seconds":59.33807471196633,"validation_ce":1.628571641060614},{"step":700,"train_seconds":61.52302196214441,"validation_ce":1.6041219586051554},{"step":725,"train_seconds":63.70774867234286,"validation_ce":1.5996017527470392},{"step":750,"train_seconds":65.89426921424456,"validation_ce":1.5949218674189485},{"step":775,"train_seconds":68.08627696207259,"validation_ce":1.5818021110675302},{"step":800,"train_seconds":70.27458341722377,"validation_ce":1.5586660540048978},{"step":825,"train_seconds":72.46395962499082,"validation_ce":1.5486473625156736},{"step":850,"train_seconds":74.64837892097421,"validation_ce":1.5422288327722506},{"step":875,"train_seconds":76.83463804842904,"validation_ce":1.528501619391727},{"step":900,"train_seconds":79.02060675539542,"validation_ce":1.5190399615995345},{"step":925,"train_seconds":81.21009458648041,"validation_ce":1.5166278989633657},{"step":950,"train_seconds":83.39478224958293,"validation_ce":1.5093620268430579},{"step":975,"train_seconds":85.58459541550837,"validation_ce":1.5032018747197868},{"step":1000,"train_seconds":87.76896504277829,"validation_ce":1.4985767789700064},{"step":1025,"train_seconds":89.96982412459329,"validation_ce":1.4919740456040553},{"step":1050,"train_seconds":92.15822158381343,"validation_ce":1.488066608455324},{"step":1075,"train_seconds":94.42409321223386,"validation_ce":1.4855664776217552},{"step":1100,"train_seconds":96.61288055067416,"validation_ce":1.4818369490759713},{"step":1125,"train_seconds":98.7830128428759,"validation_ce":1.4780426745041175},{"step":1150,"train_seconds":100.96248859213665,"validation_ce":1.4770800930014403},{"step":1175,"train_seconds":103.13492388511077,"validation_ce":1.475694126797162},{"step":1200,"train_seconds":105.31546842481475,"validation_ce":1.4732156535996819}]},{"method":"muon","seed":1941,"curve":[{"step":0,"train_seconds":0.0,"validation_ce":4.181101161763415},{"step":100,"train_seconds":8.418439581757411,"validation_ce":2.5123560923035795},{"step":200,"train_seconds":16.750922035658732,"validation_ce":2.2806107503477877},{"step":300,"train_seconds":25.10399253212381,"validation_ce":2.0723723771934686},{"step":400,"train_seconds":33.46972276852466,"validation_ce":1.9499225770273516},{"step":500,"train_seconds":41.89830664591864,"validation_ce":1.813585669214275},{"step":600,"train_seconds":50.34852843149565,"validation_ce":1.7404078431942496},{"step":625,"train_seconds":52.462394805741496,"validation_ce":1.722820941753651},{"step":650,"train_seconds":54.56880626361817,"validation_ce":1.6950999899393953},{"step":675,"train_seconds":56.653682303614914,"validation_ce":1.6864075710147208},{"step":700,"train_seconds":58.75405021745246,"validation_ce":1.6530920195689398},{"step":725,"train_seconds":60.85843238374218,"validation_ce":1.6452441687957482},{"step":750,"train_seconds":62.969755886821076,"validation_ce":1.6237432291980163},{"step":775,"train_seconds":65.07101034745574,"validation_ce":1.607087186404637},{"step":800,"train_seconds":67.17990817932878,"validation_ce":1.587935509769598},{"step":825,"train_seconds":69.2880593027221,"validation_ce":1.5736052132971277},{"step":850,"train_seconds":71.39670976286288,"validation_ce":1.5674010081225276},{"step":875,"train_seconds":73.50699434708804,"validation_ce":1.55141453753968},{"step":900,"train_seconds":75.60233422229066,"validation_ce":1.5417555993603123},{"step":925,"train_seconds":77.68421292910352,"validation_ce":1.5286950686010896},{"step":950,"train_seconds":79.79318926413544,"validation_ce":1.5290898936135429},{"step":975,"train_seconds":81.88819280813914,"validation_ce":1.5234109707142351},{"step":1000,"train_seconds":83.99761984916404,"validation_ce":1.5167256566236644},{"step":1025,"train_seconds":86.10916468047071,"validation_ce":1.5135788917541504},{"step":1050,"train_seconds":88.21712880954146,"validation_ce":1.5089092902873518},{"step":1075,"train_seconds":90.3645152252866,"validation_ce":1.5051845823015486},{"step":1100,"train_seconds":92.49721751839388,"validation_ce":1.498199359612531},{"step":1125,"train_seconds":94.59619830839802,"validation_ce":1.4945134402420115},{"step":1150,"train_seconds":96.68943076895084,"validation_ce":1.4893732889456683},{"step":1175,"train_seconds":98.77356713998597,"validation_ce":1.487328579898254},{"step":1200,"train_seconds":100.86960339394864,"validation_ce":1.4863497211087136}]},{"method":"mean","seed":1941,"curve":[{"step":0,"train_seconds":0.0,"validation_ce":4.181101161763415},{"step":100,"train_seconds":8.83710924955085,"validation_ce":2.4982983879229987},{"step":200,"train_seconds":17.58652762474958,"validation_ce":2.156705082836239},{"step":300,"train_seconds":26.3331735417014,"validation_ce":2.004885119776572},{"step":400,"train_seconds":35.10483104386367,"validation_ce":1.8927549239127868},{"step":500,"train_seconds":43.89829537679907,"validation_ce":1.7686247699271698},{"step":600,"train_seconds":52.63434229081031,"validation_ce":1.7099810173983947},{"step":625,"train_seconds":54.83112762181554,"validation_ce":1.6985553431620795},{"step":650,"train_seconds":57.01366603805218,"validation_ce":1.6743025093034665},{"step":675,"train_seconds":59.1968870399287,"validation_ce":1.6628994139658142},{"step":700,"train_seconds":61.378486288827844,"validation_ce":1.647322862928364},{"step":725,"train_seconds":63.5616649951553,"validation_ce":1.6264749924708073},{"step":750,"train_seconds":65.7398654530989,"validation_ce":1.6069106638156874},{"step":775,"train_seconds":67.91623724624515,"validation_ce":1.6016148092559954},{"step":800,"train_seconds":70.09789028763771,"validation_ce":1.5834532355383244},{"step":825,"train_seconds":72.2916097457055,"validation_ce":1.5663495195626114},{"step":850,"train_seconds":74.47572961903643,"validation_ce":1.5610138403105847},{"step":875,"train_seconds":76.65753320301883,"validation_ce":1.5443894269828973},{"step":900,"train_seconds":78.838281326578,"validation_ce":1.5336445960031677},{"step":925,"train_seconds":81.0182099113008,"validation_ce":1.523582154155327},{"step":950,"train_seconds":83.20426616305485,"validation_ce":1.5222920997900897},{"step":975,"train_seconds":85.38751183031127,"validation_ce":1.519991347317322},{"step":1000,"train_seconds":87.56469066720456,"validation_ce":1.51278974933009},{"step":1025,"train_seconds":89.75573266623542,"validation_ce":1.5090217799085626},{"step":1050,"train_seconds":91.96679378824774,"validation_ce":1.5071422877948955},{"step":1075,"train_seconds":94.16903241351247,"validation_ce":1.5044799295987952},{"step":1100,"train_seconds":96.3503602076089,"validation_ce":1.4977283477783203},{"step":1125,"train_seconds":98.53235462505836,"validation_ce":1.4948771203168527},{"step":1150,"train_seconds":100.71852446056437,"validation_ce":1.4891463688441686},{"step":1175,"train_seconds":102.9005296267569,"validation_ce":1.4857757547484016},{"step":1200,"train_seconds":105.08197254384868,"validation_ce":1.4834948113437072}]},{"method":"mean","seed":1942,"curve":[{"step":0,"train_seconds":0.0,"validation_ce":4.219983900746992},{"step":100,"train_seconds":8.915506000164896,"validation_ce":2.4982282642944615},{"step":200,"train_seconds":17.665758828050457,"validation_ce":2.1915433258504913},{"step":300,"train_seconds":26.417803288786672,"validation_ce":2.003404214085522},{"step":400,"train_seconds":35.17159465653822,"validation_ce":1.8506711386315833},{"step":500,"train_seconds":43.908589323051274,"validation_ce":1.7472881726954939},{"step":600,"train_seconds":52.676309334347025,"validation_ce":1.6926467583476124},{"step":625,"train_seconds":54.88409666554071,"validation_ce":1.664923032857306},{"step":650,"train_seconds":57.07582895550877,"validation_ce":1.6445255482801096},{"step":675,"train_seconds":59.26982125081122,"validation_ce":1.6079468271150017},{"step":700,"train_seconds":61.52569295791909,"validation_ce":1.6148720282014064},{"step":725,"train_seconds":63.7027051668847,"validation_ce":1.5914226814349126},{"step":750,"train_seconds":65.8682412878843,"validation_ce":1.5892967463638377},{"step":775,"train_seconds":68.07450595556293,"validation_ce":1.58327574224516},{"step":800,"train_seconds":70.26402870716993,"validation_ce":1.5769285452530681},{"step":825,"train_seconds":72.46533250063658,"validation_ce":1.5580874511173792},{"step":850,"train_seconds":74.6553922938183,"validation_ce":1.5351017845391128},{"step":875,"train_seconds":76.84679987572599,"validation_ce":1.529470283314929},{"step":900,"train_seconds":79.03071246214677,"validation_ce":1.5257538364779564},{"step":925,"train_seconds":81.21335413120687,"validation_ce":1.5184215982938143},{"step":950,"train_seconds":83.40225600544363,"validation_ce":1.5086970658895607},{"step":975,"train_seconds":85.58699904335663,"validation_ce":1.4995887960706438},{"step":1000,"train_seconds":87.78501333435997,"validation_ce":1.4943656108346404},{"step":1025,"train_seconds":89.99178499903064,"validation_ce":1.4891288588123937},{"step":1050,"train_seconds":92.18867837404832,"validation_ce":1.4833974222983084},{"step":1075,"train_seconds":94.38171979016624,"validation_ce":1.48450938622523},{"step":1100,"train_seconds":96.57125274697319,"validation_ce":1.4833837159767678},{"step":1125,"train_seconds":98.75695670337882,"validation_ce":1.481353496076874},{"step":1150,"train_seconds":100.93829520232975,"validation_ce":1.4778611451250068},{"step":1175,"train_seconds":103.11881524743512,"validation_ce":1.4752700306852842},{"step":1200,"train_seconds":105.31947645568289,"validation_ce":1.4745665810624575}]},{"method":"muon","seed":1942,"curve":[{"step":0,"train_seconds":0.0,"validation_ce":4.219983900746992},{"step":100,"train_seconds":8.550618332345039,"validation_ce":2.5173242234963977},{"step":200,"train_seconds":16.933605332276784,"validation_ce":2.3192494377013175},{"step":300,"train_seconds":25.32164482853841,"validation_ce":2.0769383050329675},{"step":400,"train_seconds":33.694573290646076,"validation_ce":1.9415893675544844},{"step":500,"train_seconds":42.088568917126395,"validation_ce":1.802914171174924},{"step":600,"train_seconds":50.462438583606854,"validation_ce":1.715142064929558},{"step":625,"train_seconds":52.55006720870733,"validation_ce":1.6951092135521673},{"step":650,"train_seconds":54.6282552506309,"validation_ce":1.6773591524994318},{"step":675,"train_seconds":56.716630373499356,"validation_ce":1.6298439541170675},{"step":700,"train_seconds":58.85082912351936,"validation_ce":1.6342834591316189},{"step":725,"train_seconds":60.9319211213151,"validation_ce":1.610785351370886},{"step":750,"train_seconds":63.026802954263985,"validation_ce":1.612025634484357},{"step":775,"train_seconds":65.12281282490585,"validation_ce":1.6027526998300157},{"step":800,"train_seconds":67.21847678301856,"validation_ce":1.5955631941694268},{"step":825,"train_seconds":69.31430370046292,"validation_ce":1.569688642079929},{"step":850,"train_seconds":71.40836220176425,"validation_ce":1.553537642900845},{"step":875,"train_seconds":73.51928795070853,"validation_ce":1.5456665825733942},{"step":900,"train_seconds":75.60196665895637,"validation_ce":1.539172111568363},{"step":925,"train_seconds":77.70009240985382,"validation_ce":1.530897507469775},{"step":950,"train_seconds":79.79587190959137,"validation_ce":1.5225758030667282},{"step":975,"train_seconds":81.89450023858808,"validation_ce":1.5131324798830095},{"step":1000,"train_seconds":83.99374340486247,"validation_ce":1.5080928055372107},{"step":1025,"train_seconds":86.09649607061874,"validation_ce":1.5026194477960262},{"step":1050,"train_seconds":88.201760779717,"validation_ce":1.4954471610108828},{"step":1075,"train_seconds":90.30545977957081,"validation_ce":1.495444269224246},{"step":1100,"train_seconds":92.40255415462889,"validation_ce":1.4928573298564154},{"step":1125,"train_seconds":94.50154190685134,"validation_ce":1.4907310162821124},{"step":1150,"train_seconds":96.59999436384533,"validation_ce":1.4877047258588025},{"step":1175,"train_seconds":98.68779728352092,"validation_ce":1.4824162787556099},{"step":1200,"train_seconds":100.78488886577543,"validation_ce":1.4800204230893044}]},{"method":"muon","seed":1943,"curve":[{"step":0,"train_seconds":0.0,"validation_ce":4.236719933523011},{"step":100,"train_seconds":8.432763793040067,"validation_ce":2.5164043694597233},{"step":200,"train_seconds":16.814444664516486,"validation_ce":2.3080614052609914},{"step":300,"train_seconds":25.181171626318246,"validation_ce":2.0869288466493106},{"step":400,"train_seconds":33.58560057613067,"validation_ce":1.9236568196028607},{"step":500,"train_seconds":41.970011405530386,"validation_ce":1.7975782309809039},{"step":600,"train_seconds":50.36669211671688,"validation_ce":1.713253671672487},{"step":625,"train_seconds":52.45225916104391,"validation_ce":1.6990914608476348},{"step":650,"train_seconds":54.633507871069014,"validation_ce":1.6779056760023265},{"step":675,"train_seconds":56.73050858010538,"validation_ce":1.665502967922369},{"step":700,"train_seconds":58.86925749492366,"validation_ce":1.6446734425109653},{"step":725,"train_seconds":60.98883912037127,"validation_ce":1.6337090549381097},{"step":750,"train_seconds":63.1188028678298,"validation_ce":1.6254900622477728},{"step":775,"train_seconds":65.22168974298984,"validation_ce":1.605962787905047},{"step":800,"train_seconds":67.32324328494724,"validation_ce":1.6002810836387669},{"step":825,"train_seconds":69.43064874387346,"validation_ce":1.584260290119505},{"step":850,"train_seconds":71.52805436996277,"validation_ce":1.5615721166408556},{"step":875,"train_seconds":73.6388810777571,"validation_ce":1.5557281278794812},{"step":900,"train_seconds":75.74138349376153,"validation_ce":1.5636452507862848},{"step":925,"train_seconds":77.84762549540028,"validation_ce":1.5536400711481473},{"step":950,"train_seconds":79.92929253447801,"validation_ce":1.53830842708113},{"step":975,"train_seconds":82.00991807028186,"validation_ce":1.5345961036770026},{"step":1000,"train_seconds":84.1059444033308,"validation_ce":1.524115486628449},{"step":1025,"train_seconds":86.22362098610029,"validation_ce":1.5164721781207668},{"step":1050,"train_seconds":88.3288059849292,"validation_ce":1.5151116628251318},{"step":1075,"train_seconds":90.41250140126795,"validation_ce":1.5121338762995284},{"step":1100,"train_seconds":92.51508994516917,"validation_ce":1.5028274839374876},{"step":1125,"train_seconds":94.61894494527951,"validation_ce":1.497521356503535},{"step":1150,"train_seconds":96.7020723222522,"validation_ce":1.4959171796174642},{"step":1175,"train_seconds":98.81086002849042,"validation_ce":1.4957148061919323},{"step":1200,"train_seconds":100.9586169453105,"validation_ce":1.4935547003548266}]},{"method":"mean","seed":1943,"curve":[{"step":0,"train_seconds":0.0,"validation_ce":4.236719933523011},{"step":100,"train_seconds":8.834747868240811,"validation_ce":2.506094860041746},{"step":200,"train_seconds":17.52983482426498,"validation_ce":2.182940229292839},{"step":300,"train_seconds":26.27697061165236,"validation_ce":2.0256395647602696},{"step":400,"train_seconds":34.99162260792218,"validation_ce":1.8392447749590544},{"step":500,"train_seconds":43.75968914676923,"validation_ce":1.7364630435468964},{"step":600,"train_seconds":52.52527926582843,"validation_ce":1.667710376225309},{"step":625,"train_seconds":54.73260709783062,"validation_ce":1.65200986290857},{"step":650,"train_seconds":56.93972226209007,"validation_ce":1.6337993529535109},{"step":675,"train_seconds":59.11725926306099,"validation_ce":1.6270512622622302},{"step":700,"train_seconds":61.296607093070634,"validation_ce":1.6104018094902215},{"step":725,"train_seconds":63.47928863589186,"validation_ce":1.6015779620491415},{"step":750,"train_seconds":65.65303892851807,"validation_ce":1.5925870293296427},{"step":775,"train_seconds":67.83078414038755,"validation_ce":1.5762229388759983},{"step":800,"train_seconds":70.00434205529746,"validation_ce":1.5634547092947542},{"step":825,"train_seconds":72.1904163894942,"validation_ce":1.555302907794302},{"step":850,"train_seconds":74.37710959487595,"validation_ce":1.5385745110050324},{"step":875,"train_seconds":76.56681063375436,"validation_ce":1.5319261232279413},{"step":900,"train_seconds":78.75921613140963,"validation_ce":1.5322365453166347},{"step":925,"train_seconds":80.9502579215914,"validation_ce":1.52521544337822},{"step":950,"train_seconds":83.1409467124613,"validation_ce":1.511671377766517},{"step":975,"train_seconds":85.32842492032796,"validation_ce":1.507759830369378},{"step":1000,"train_seconds":87.51315225393046,"validation_ce":1.5005090692625618},{"step":1025,"train_seconds":89.71648371289484,"validation_ce":1.4913363006257792},{"step":1050,"train_seconds":91.89455479499884,"validation_ce":1.4893901029490106},{"step":1075,"train_seconds":94.0694257520372,"validation_ce":1.486272129595005},{"step":1100,"train_seconds":96.26695995987393,"validation_ce":1.4798697013459448},{"step":1125,"train_seconds":98.45604633516632,"validation_ce":1.473404487706549},{"step":1150,"train_seconds":100.65161617042031,"validation_ce":1.4733189229042298},{"step":1175,"train_seconds":102.89162042120006,"validation_ce":1.474064843445879},{"step":1200,"train_seconds":105.08502754452638,"validation_ce":1.473431797071536}]},{"method":"muon","seed":1944,"curve":[{"step":0,"train_seconds":0.0,"validation_ce":4.162269130829842},{"step":100,"train_seconds":8.456182618974708,"validation_ce":2.511192136096515},{"step":200,"train_seconds":16.82500740827527,"validation_ce":2.291198096517044},{"step":300,"train_seconds":25.18147136794869,"validation_ce":2.0772257686210667},{"step":400,"train_seconds":33.63104832463432,"validation_ce":1.9223836242877943},{"step":500,"train_seconds":42.02372107398696,"validation_ce":1.8215784938654043},{"step":600,"train_seconds":50.3539317472605,"validation_ce":1.741451732024619},{"step":625,"train_seconds":52.495363127440214,"validation_ce":1.712658934329512},{"step":650,"train_seconds":54.58543146075681,"validation_ce":1.678749185553344},{"step":675,"train_seconds":56.666701126960106,"validation_ce":1.6516087340869112},{"step":700,"train_seconds":58.76177604193799,"validation_ce":1.6242446086373747},{"step":725,"train_seconds":60.85962020920124,"validation_ce":1.625475592876909},{"step":750,"train_seconds":62.970640874584205,"validation_ce":1.605264600520859},{"step":775,"train_seconds":65.05226591881365,"validation_ce":1.5961103549201368},{"step":800,"train_seconds":67.13187283510342,"validation_ce":1.5952391091579665},{"step":825,"train_seconds":69.23336413002107,"validation_ce":1.5860092546533329},{"step":850,"train_seconds":71.34501817438286,"validation_ce":1.5680129440149404},{"step":875,"train_seconds":73.45273963327054,"validation_ce":1.568185645863757},{"step":900,"train_seconds":75.56240050832275,"validation_ce":1.5566591853919667},{"step":925,"train_seconds":77.65830350446049,"validation_ce":1.5425220623543734},{"step":950,"train_seconds":79.75315858761314,"validation_ce":1.5287880381131502},{"step":975,"train_seconds":81.85662483621854,"validation_ce":1.5240288181788362},{"step":1000,"train_seconds":83.96361579326913,"validation_ce":1.516516809089942},{"step":1025,"train_seconds":86.06326729222201,"validation_ce":1.5134091476141582},{"step":1050,"train_seconds":88.16779429325834,"validation_ce":1.512454065859043},{"step":1075,"train_seconds":90.27724516636226,"validation_ce":1.5086904879539245},{"step":1100,"train_seconds":92.3836165413959,"validation_ce":1.508413204949023},{"step":1125,"train_seconds":94.4952402486233,"validation_ce":1.4986007872814406},{"step":1150,"train_seconds":96.60719162295572,"validation_ce":1.493103565158932},{"step":1175,"train_seconds":98.707458250341,"validation_ce":1.4894590559093634},{"step":1200,"train_seconds":100.86279525025748,"validation_ce":1.4902657858237693}]},{"method":"mean","seed":1944,"curve":[{"step":0,"train_seconds":0.0,"validation_ce":4.162269130829842},{"step":100,"train_seconds":8.772490958916023,"validation_ce":2.507812951566986},{"step":200,"train_seconds":17.43130020238459,"validation_ce":2.1596957445144653},{"step":300,"train_seconds":26.13867129047867,"validation_ce":2.0370239365485405},{"step":400,"train_seconds":34.84755958453752,"validation_ce":1.8704598927827474},{"step":500,"train_seconds":43.55470545834396,"validation_ce":1.785519622437965},{"step":600,"train_seconds":52.27117963240016,"validation_ce":1.7059334335239251},{"step":625,"train_seconds":54.45313763420563,"validation_ce":1.6804404956404515},{"step":650,"train_seconds":56.631416213698685,"validation_ce":1.6416688196120723},{"step":675,"train_seconds":58.79802904604003,"validation_ce":1.6198717800702918},{"step":700,"train_seconds":60.98189058690332,"validation_ce":1.5970130669905842},{"step":725,"train_seconds":63.160471668699756,"validation_ce":1.5958554860084289},{"step":750,"train_seconds":65.3337496308377,"validation_ce":1.5848765329281855},{"step":775,"train_seconds":67.5327512966469,"validation_ce":1.5726774458511634},{"step":800,"train_seconds":69.71672438189853,"validation_ce":1.5688800042675388},{"step":825,"train_seconds":72.00959613162559,"validation_ce":1.5568405406266315},{"step":850,"train_seconds":74.30956617393531,"validation_ce":1.5440585041925106},{"step":875,"train_seconds":76.53062921692617,"validation_ce":1.5378661177674746},{"step":900,"train_seconds":78.72159429604653,"validation_ce":1.528886640126804},{"step":925,"train_seconds":80.91086879803333,"validation_ce":1.5148221193920082},{"step":950,"train_seconds":83.08133104734588,"validation_ce":1.4984077555792672},{"step":975,"train_seconds":85.25976542616263,"validation_ce":1.4950718885193224},{"step":1000,"train_seconds":87.4164653836051,"validation_ce":1.4888746090198992},{"step":1025,"train_seconds":89.53203576104715,"validation_ce":1.4861458984937537},{"step":1050,"train_seconds":91.60568234371021,"validation_ce":1.4845602935360325},{"step":1075,"train_seconds":93.70484592893627,"validation_ce":1.4832115085443593},{"step":1100,"train_seconds":95.76844542962499,"validation_ce":1.481162773299327},{"step":1125,"train_seconds":97.81612488953397,"validation_ce":1.4733169600710891},{"step":1150,"train_seconds":99.86405609699432,"validation_ce":1.4705188043655888},{"step":1175,"train_seconds":101.90999130753335,"validation_ce":1.4673233790331721},{"step":1200,"train_seconds":103.95414730848279,"validation_ce":1.4657689019831643}]}]