|
epoch,steps,accuracy_cosinus,accuracy_manhattan,accuracy_euclidean |
|
0,1000,0.7120399770964552,0.6941509204795864,0.6935609806881474 |
|
0,2000,0.7827806985581177,0.7808200163101001,0.7811323373761561 |
|
0,3000,0.7932087519303177,0.7954644040740548,0.7959328856731387 |
|
0,4000,0.7977721097288012,0.8002706782572484,0.8007044575156594 |
|
0,5000,0.8071070393698055,0.8081307584196554,0.8083389724636927 |
|
0,6000,0.8105772734370933,0.8112713202505509,0.8113233737615602 |
|
0,7000,0.811392778442906,0.8120868252563636,0.8124859021741017 |
|
0,8000,0.8097097149202713,0.8093453403432062,0.8105946246074298 |
|
0,9000,0.8122603369597279,0.8122429857893915,0.8119827182343449 |
|
0,10000,0.7952041365190082,0.7956726181180921,0.7954817552443912 |
|
0,11000,0.8086512935297486,0.8086859958704214,0.8086165911890757 |
|
0,12000,0.79353842416671,0.793972203425121,0.7938854475734388 |
|
0,13000,0.8072111463918241,0.8077663838425901,0.8075408186282165 |
|
0,14000,0.8019016882688738,0.8014852601807992,0.8019710929502195 |
|
0,15000,0.739211909843319,0.738934291117936,0.739211909843319 |
|
0,16000,0.7967310395086149,0.796540176634914,0.7968698488713064 |
|
0,17000,0.7899293807367307,0.7903805111654781,0.7902069994621137 |
|
0,18000,0.7829195079208092,0.7832491801572016,0.7830409661131643 |
|
0,19000,0.7920462235177763,0.791994170006767,0.7923758957541687 |
|
0,20000,0.788558638280152,0.7885933406208249,0.7887495011538528 |
|
0,21000,0.7826245380250898,0.7829368590911457,0.7824857286623983 |
|
0,22000,0.7860774209220411,0.7858171533669946,0.7860947720923777 |
|
0,23000,0.7699581836794892,0.7700969930421807,0.770027588360835 |
|
0,24000,0.8009994274113789,0.8003227317682577,0.8008953203893603 |
|
0,25000,0.7907969392535527,0.7907101834018705,0.7908316415942255 |
|
0,26000,0.7919074141550848,0.7917512536220568,0.791994170006767 |
|
0,27000,0.7970607117450073,0.7969392535526522,0.7969045512119792 |
|
0,28000,0.8072805510731699,0.8076622768205716,0.8073326045841792 |
|
0,29000,0.8033418354067982,0.8033765377474711,0.8032377283847796 |
|
0,30000,0.7938680964031024,0.7943539291725227,0.7938333940624295 |
|
0,31000,0.8038970728575643,0.804122638071938,0.8039144240279007 |
|
0,32000,0.8119306647233356,0.8119133135529991,0.8119133135529991 |
|
0,33000,0.8024048722086304,0.8020404976315653,0.8029254073187236 |
|
0,34000,0.79582877865112,0.7959675880138115,0.7956205646070827 |
|
0,35000,0.7961237485468395,0.7960196415248209,0.7962799090798675 |
|
0,36000,0.8167889924175386,0.8167022365658564,0.8168930994395572 |
|
0,37000,0.8015893672028178,0.8017281765655093,0.8014679090104627 |
|
0,38000,0.8095882567279163,0.8088421564034494,0.8095015008762341 |
|
0,39000,0.7906234275501882,0.7900681900994222,0.7907275345722069 |
|
0,40000,0.7982058889872122,0.798830531119324,0.798275293668558 |
|
0,41000,0.7974424374924088,0.7971127652560165,0.7974944910034182 |
|
0,42000,0.7957767251401107,0.7952561900300176,0.7957940763104472 |
|
0,43000,0.8039491263685735,0.8036194541321812,0.8040705845609286 |
|
0,44000,0.8078704908646088,0.8080093002273003,0.8079919490569639 |
|
0,45000,0.8083736748043655,0.8078184373535995,0.8082869189526833 |
|
0,46000,0.809258584491524,0.8082175142713376,0.8093106380025332 |
|
0,47000,0.8125900091961202,0.8130758419655406,0.812815574410494 |
|
0,48000,0.8129717349435219,0.8126247115367932,0.8130064372841949 |
|
0,49000,0.8163899154998004,0.8156091128346606,0.815938785071053 |
|
0,50000,0.8206930057432373,0.8206756545729009,0.8209185709576111 |
|
0,51000,0.8109416480141586,0.8104731664150747,0.8112019155692052 |
|
0,52000,0.8177606579563792,0.8171707181649402,0.8175871462530148 |
|
0,53000,0.8108028386514671,0.8108722433328128,0.8110978085471865 |
|
0,54000,0.819651935523051,0.8192875609459858,0.8196345843527146 |
|
0,55000,0.8202592264848264,0.8199816077594434,0.8202939288254992 |
|
0,56000,0.8329082296600906,0.8324223968906703,0.8326653132753804 |
|
0,57000,0.8274079086634394,0.827512015685458,0.8274946645151215 |
|
0,58000,0.8182811930664723,0.8186108653028646,0.818107681363108 |
|
0,59000,0.8223413669251991,0.822219908732844,0.8225842833099093 |
|
0,60000,0.8069508788367775,0.8058057015945725,0.8070029323477869 |
|
0,61000,0.8325959085940347,0.8327867714677355,0.8327173667863897 |
|
0,62000,0.8277028785591588,0.8277722832405046,0.8278069855811775 |
|
0,63000,0.8370204570298266,0.8367775406451166,0.8370898617111724 |
|
0,64000,0.8101608453490188,0.8104384640744018,0.8104211129040654 |
|
0,65000,0.8339666510506134,0.8341922162649871,0.8335849253032117 |
|
0,66000,0.8336890323252303,0.8335502229625388,0.8338451928582583 |
|
0,67000,0.8245970190689362,0.8247358284316277,0.8248572866239828 |
|
0,68000,0.8175524439123419,0.8170145576319122,0.8179688720004165 |
|
0,69000,0.8243194003435532,0.8245623167282633,0.8242499956622075 |
|
0,70000,0.8385473600194333,0.8385300088490969,0.8386688182117884 |
|
0,71000,0.8296809119775129,0.8294206444224663,0.8295941561258307 |
|
0,72000,0.7927229191608974,0.7927055679905609,0.7928096750125796 |
|
0,73000,0.844186490378776,0.8440823833567574,0.8442732462304583 |
|
0,74000,0.8344871861607065,0.834348376798015,0.8346433466937345 |
|
0,75000,0.8354762028698836,0.8350424236114726,0.8356323634029115 |
|
0,76000,0.8467718147589055,0.8459042562420835,0.8469279752919334 |
|
0,77000,0.8482640154078392,0.848021099023129,0.8483681224298579 |
|
0,78000,0.8555515069491437,0.8555862092898165,0.8553953464161158 |
|
0,79000,0.8489927645619697,0.848611038814568,0.848923359880624 |
|
0,80000,0.8439609251644024,0.843041313136571,0.8437874134610379 |
|
0,81000,0.852914129058005,0.8526191591622855,0.85303558725036 |
|
0,82000,0.8387208717227977,0.8390158416185172,0.8385473600194333 |
|
0,83000,0.8472923498689987,0.847222945187653,0.8472055940173164 |
|
0,84000,0.8456439886870369,0.8451234535769437,0.845609286346364 |
|
0,85000,0.8523935939479118,0.8526712126732948,0.8523935939479118 |
|
0,86000,0.8546492460916488,0.8546492460916488,0.8547360019433311 |
|
0,87000,0.8481078548748113,0.8476914267867368,0.8482987177485122 |
|
0,88000,0.8472055940173164,0.8467371124182326,0.8472402963579894 |
|
0,89000,0.850467614040567,0.8506584769142679,0.8508840421286415 |
|
0,90000,0.8492183297763434,0.8488539551992782,0.8492703832873527 |
|
0,91000,0.8397792931133204,0.8396404837506289,0.8397792931133204 |
|
0,92000,0.8506584769142679,0.8500858882931653,0.8506931792549407 |
|
0,93000,0.8457827980497284,0.8458695539014106,0.8460604167751115 |
|
0,94000,0.8510402026616696,0.8512137143650339,0.851057553832006 |
|
0,95000,0.8519598146895008,0.8517863029861364,0.8517516006454635 |
|
0,96000,0.8577204032411986,0.857338677493797,0.8577551055818715 |
|
0,97000,0.8585012059063384,0.8580847778182639,0.8586226640986935 |
|
0,98000,0.8518210053268093,0.8518557076674822,0.8519945170301737 |
|
0,99000,0.848055801363802,0.8482466642375028,0.8482119618968299 |
|
0,100000,0.8548227577950133,0.8547533531136675,0.8545971925806396 |
|
0,101000,0.861607065396561,0.8613467978415144,0.8618673329516076 |
|
0,102000,0.8493571391390349,0.8492183297763434,0.8495306508423993 |
|
0,103000,0.8556209116304895,0.8557076674821716,0.8556035604601531 |
|
0,104000,0.8641056339250083,0.8642270921173634,0.864018878073326 |
|
0,105000,0.85074523276595,0.8505543698922492,0.8509707979803238 |
|
0,106000,0.8532611524647338,0.8532785036350702,0.8531396942723787 |
|
0,107000,0.854024603959537,0.8538684434265091,0.8542501691739108 |
|
0,108000,0.8610344767754585,0.8612253396491594,0.8609824232644492 |
|
0,109000,0.8529314802283414,0.85303558725036,0.8528794267173321 |
|
0,110000,0.8348515607377718,0.8345218885013794,0.834782156056426 |
|
0,111000,0.8575989450488436,0.8576683497301893,0.857460135686152 |
|
0,112000,0.8588829316537401,0.8591779015494595,0.8586747176097028 |
|
0,113000,0.8681311054430622,0.8673156004372495,0.8680269984210435 |
|
0,114000,0.8594902226155154,0.8595422761265248,0.8596810854892163 |
|
0,115000,0.8623358145506914,0.8620928981659813,0.8624052192320372 |
|
0,116000,0.8710634532299204,0.870855239185883,0.8710113997189111 |
|
0,117000,0.8650252459528395,0.8650078947825031,0.8651987576562039 |
|
0,118000,0.8642097409470268,0.8639841757326532,0.8642270921173634 |
|
0,119000,0.8681311054430622,0.8679749449100341,0.8682699148057537 |
|
0,120000,0.8693977408776222,0.8689466104488748,0.869467145558968 |
|
0,121000,0.8675758679922961,0.8670032793711936,0.867454409799941 |
|
0,122000,0.8683566706574358,0.8683740218277722,0.868165807783735 |
|
0,123000,0.8718269047247237,0.8713584231256398,0.8716880953620322 |
|
0,124000,0.8751756805996564,0.8751409782589835,0.8751930317699929 |
|
0,125000,0.8654069717002412,0.8653896205299048,0.8653896205299048 |
|
0,126000,0.8712890184442941,0.8708205368452102,0.8713584231256398 |
|
0,127000,0.8779865701941596,0.8780212725348324,0.8778651120018045 |
|
0,128000,0.8737528846320685,0.8733364565439939,0.873614075269377 |
|
0,129000,0.864018878073326,0.8636024499852515,0.8639321222216438 |
|
0,130000,0.8760605902868148,0.8761473461384971,0.8761299949681606 |
|
0,131000,0.8718616070653966,0.8722433328127982,0.8718269047247237 |
|
0,132000,0.8803810317005882,0.8804330852115976,0.8804677875522704 |
|
0,133000,0.8775354397654122,0.8776048444467579,0.8776221956170944 |
|
0,134000,0.8762341019901793,0.8765464230562351,0.8761646973088335 |
|
0,135000,0.8635330453039057,0.8630645637048219,0.862908403171794 |
|
0,136000,0.8743948779345166,0.8744642826158624,0.8744642826158624 |
|
0,137000,0.8815262089427932,0.8811444831953915,0.881595613624139 |
|
0,138000,0.8654243228705776,0.8651120018045217,0.8655110787222599 |
|
0,139000,0.8802248711675602,0.8804330852115976,0.8803636805302517 |
|
0,140000,0.8751409782589835,0.8750542224073014,0.8753491923030209 |
|
0,141000,0.880172817656551,0.8803116270192425,0.8801207641455416 |
|
0,142000,0.8693630385369493,0.8689639616192112,0.8693803897072857 |
|
0,143000,0.8776395467874308,0.8778304096611317,0.8775527909357486 |
|
0,144000,0.8755227040063852,0.8754880016657124,0.8754706504953759 |
|
0,145000,0.8841288844932591,0.8835909982128295,0.8843718008779692 |
|
0,146000,0.8752971387920115,0.8750195200666285,0.8752971387920115 |
|
0,147000,0.8809536203216907,0.880728055107317,0.8811965367064009 |
|
0,148000,0.8814047507504381,0.881439453091111,0.8814568042614475 |
|
0,149000,0.881317994898756,0.8811444831953915,0.8811965367064009 |
|
0,150000,0.8760779414571512,0.8758870785834505,0.8761473461384971 |
|
0,151000,0.8718616070653966,0.8722086304721254,0.8718442558950601 |
|
0,152000,0.8819773393715407,0.8821855534155779,0.881873232349522 |
|
0,153000,0.88456266375167,0.8845106102406607,0.8845453125813336 |
|
0,154000,0.878437700622907,0.8780559748755054,0.8786979681779536 |
|
0,155000,0.8851352523727726,0.885117901202436,0.8852914129058005 |
|
0,156000,0.8800513594641959,0.8801207641455416,0.8801207641455416 |
|
0,157000,0.8840247774712404,0.8835909982128295,0.8838512657678761 |
|
0,158000,0.8808148109589992,0.8809709714920272,0.8807107039369806 |
|
0,159000,0.8811791855360644,0.8807107039369806,0.8810924296843822 |
|
0,160000,0.8799819547828501,0.8801034129752052,0.8799472524421772 |
|
0,161000,0.8784724029635799,0.8779518678534867,0.8785418076449256 |
|
0,162000,0.8794440685024205,0.8794093661617476,0.8793920149914112 |
|
0,163000,0.8837818610865303,0.8837992122568668,0.8838339145975396 |
|
0,164000,0.8789582357330001,0.8785418076449256,0.8790449915846824 |
|
0,165000,0.8891086703798171,0.8891607238908265,0.889264830912845 |
|
0,166000,0.8779518678534867,0.8779518678534867,0.8782468377492062 |
|
0,167000,0.878281540089879,0.8780733260458418,0.8785071053042528 |
|
0,168000,0.8821855534155779,0.8823070116079329,0.8822202557562507 |
|
0,169000,0.8926830114691235,0.8923186368920584,0.8927177138097965 |
|
0,170000,0.8921104228480211,0.8921104228480211,0.892266583381049 |
|
0,171000,0.893134141897871,0.8928912255131609,0.8930300348758524 |
|
0,172000,0.8908958409244704,0.8906529245397602,0.8908784897541339 |
|
0,-1,0.8914684295455728,0.8917807506116288,0.8913816736938907 |
|
1,1000,0.8929259278538337,0.8925268509360956,0.8927871184911422 |
|
1,2000,0.8852567105651277,0.8851873058837819,0.8854996269498377 |
|
1,3000,0.8935158676452727,0.893689379348637,0.8935852723266184 |
|
1,4000,0.8919022088039839,0.892301285721722,0.8918154529523016 |
|
1,5000,0.8919542623149932,0.892301285721722,0.8920063158260024 |
|
1,6000,0.8874082556868461,0.8869050717470893,0.8873735533461732 |
|
1,7000,0.8953550917009352,0.8954591987229539,0.8952336335085802 |
|
1,8000,0.8895250984678916,0.8892474797425086,0.8894383426162095 |
|
1,9000,0.8924400950844135,0.8923359880623948,0.8924921485954228 |
|
1,10000,0.8949386636128607,0.8950080682942064,0.8950774729755522 |
|
1,11000,0.8956500615966547,0.8952856870195894,0.8956674127669911 |
|
1,12000,0.8936199746672913,0.8934985164749363,0.8935852723266184 |
|
1,13000,0.8879287907969392,0.8878073326045842,0.88787673728593 |
|
1,14000,0.8944528308434404,0.8939669980740201,0.8944701820137768 |
|
1,15000,0.89372408168931,0.8936199746672913,0.8936026234969549 |
|
1,16000,0.8841982891746049,0.8842676938559506,0.8840421286415768 |
|
1,17000,0.8927524161504693,0.8927177138097965,0.8926830114691235 |
|
1,18000,0.8913643225235542,0.8913816736938907,0.8913469713532177 |
|
1,19000,0.8986171117241858,0.8985303558725036,0.8986518140648587 |
|
1,20000,0.8961185431957386,0.8965696736244859,0.8960317873440563 |
|
1,21000,0.8945916402061319,0.8945395866951226,0.8947304495688234 |
|
1,22000,0.8946957472281505,0.894713098398487,0.8946089913764683 |
|
1,23000,0.8949733659535336,0.8948172054205056,0.8951295264865615 |
|
1,24000,0.8958756268110284,0.8956674127669911,0.8959276803220377 |
|
1,25000,0.8992417538562976,0.8991723491749518,0.8992417538562976 |
|
1,26000,0.8920583693370118,0.8921624763590305,0.8921971786997033 |
|
1,27000,0.8988426769385595,0.8988947304495688,0.8988773792792324 |
|
1,28000,0.8962573525584301,0.8966564294761682,0.8961879478770843 |
|
1,29000,0.8861936737632954,0.8859507573785852,0.8861242690819495 |
|
1,30000,0.9026772855829126,0.9020526434508007,0.9027640414345948 |
|
1,31000,0.9012891919559974,0.901115680252633,0.901115680252633 |
|
1,32000,0.9034233859073795,0.9034754394183888,0.9035968976107438 |
|
1,33000,0.8995367237520171,0.8996581819443722,0.8997622889663908 |
|
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