| epoch,steps,cosine-Accuracy@1,cosine-Precision@1,cosine-Recall@1,cosine-MRR@1,cosine-NDCG@10,cosine-MAP@100 | |
| 17.24137931034483,500,0.5699702711415165,0.5699702711415165,0.5519853938202554,0.5699702711415165,0.7637683379363669,0.7105144455395619 | |
| 3.4482758620689653,100,0.5869121386869157,0.5869121386869157,0.5685177433552197,0.5869121386869157,0.7733536055784392,0.7221034191554035,{1: 0.18562398850917816},{1: -2.1555538177490234},{1: -2.1547982692718506},{1: np.float64(-0.358434634839778)},{1: np.float64(0.14946837066081042)} | |
| 6.896551724137931,200,0.5854794226154232,0.5854794226154232,0.5673963019064026,0.5854794226154232,0.7733335055944599,0.7218587503443611,{1: 0.19238540530204773},{1: -2.2650938034057617},{1: -2.2640607357025146},{1: np.float64(-0.35386299711241515)},{1: np.float64(0.14817255027017928)} | |
| 10.344827586206897,300,0.5841183423475053,0.5841183423475053,0.565761555812686,0.5841183423475053,0.7726511218091348,0.7210591183810507,{1: 0.21855290234088898},{1: -2.6074488162994385},{1: -2.6060943603515625},{1: np.float64(-0.3406971985583948)},{1: np.float64(0.1542152074316413)} | |
| 13.793103448275861,400,0.5730506106952254,0.5730506106952254,0.5548162019915127,0.5730506106952254,0.7661134224128668,0.7131972329141755,{1: 0.2803477644920349},{1: -2.966620445251465},{1: -2.964721918106079},{1: np.float64(-0.32695382950488605)},{1: np.float64(0.1871113057881725)} | |
| 17.24137931034483,500,0.5695046384182815,0.5695046384182815,0.551506627866365,0.5695046384182815,0.7629277289132171,0.7098592504207325,{1: 0.31643104553222656},{1: -3.070382833480835},{1: -3.0683045387268066},{1: np.float64(-0.32624288451809225)},{1: np.float64(0.21708879718145563)} | |
| 0.006931255804926736,500,0.5832587127046097,0.5832587127046097,0.5650717200804058,0.5832587127046097,0.7661393329346828,0.7160581045092821,{1: np.float64(-0.3544258922559501)},{1: np.float64(0.1649676231058728)} | |
| 0.013862511609853473,1000,0.5901715677495613,0.5901715677495613,0.5724099127090817,0.5901715677495613,0.7637413381638513,0.7161975988006298,{1: np.float64(-0.36794028465309436)},{1: np.float64(0.1865633855901876)} | |
| 3.4482758620689653,100,0.5854794226154232,0.5854794226154232,0.5673154557852255,0.5854794226154232,0.7729070460690293,0.721447495102789,{1: np.float64(0.3486467202923187)},{1: np.float64(0.14976115642528282)} | |
| 6.896551724137931,200,0.5854794226154232,0.5854794226154232,0.5672978026764874,0.5854794226154232,0.7732206139610742,0.721649546300216,{1: np.float64(0.34678928602156756)},{1: np.float64(0.14847350150437152)} | |
| 10.344827586206897,300,0.5837243454278448,0.5837243454278448,0.5655406787516641,0.5837243454278448,0.772497120072504,0.7208826975876564,{1: np.float64(0.33687149498092606)},{1: np.float64(0.15434056808450725)} | |
| 0.006931255804926736,500,0.5847272466778896,0.5847272466778896,0.5663522100693024,0.5847272466778896,0.7666661161513179,0.7166382741144561,{1: np.float64(0.3485818672505735)},{1: np.float64(0.16437540919796095)} | |
| 0.013862511609853473,1000,0.5900999319459866,0.5900999319459866,0.5722818637101921,0.5900999319459866,0.7638055652495946,0.7162818055695845,{1: np.float64(0.3622805575899975)},{1: np.float64(0.18693274405144097)} | |
| 0.02079376741478021,1500,0.5934668147139941,0.5934668147139941,0.5755792426925884,0.5934668147139941,0.7666155313186819,0.7194476889485927,{1: np.float64(0.3647286608721933)},{1: np.float64(0.19279614268299944)} | |
| 0.027725023219706945,2000,0.5953651635087217,0.5953651635087217,0.5776169828217718,0.5953651635087217,0.7661958501917117,0.7197024525166409,{1: np.float64(0.3644919415828299)},{1: np.float64(0.20703269880003597)} | |
| 0.03465627902463368,2500,0.6009885740893298,0.6009885740893298,0.583205769430652,0.6009885740893298,0.7699969780780822,0.7240833613137344,{1: np.float64(0.36568960276776596)},{1: np.float64(0.24159994724307568)} | |
| 0.04158753482956042,3000,0.5989827715892403,0.5989827715892403,0.5812313502349856,0.5989827715892403,0.7676988161865408,0.721817589411902,{1: np.float64(0.36873274065469575)},{1: np.float64(0.241021596741281)} | |
| 0.048518790634487156,3500,0.5971560585980873,0.5971560585980873,0.5794296671347247,0.5971560585980873,0.7660153408229375,0.7201586552672701,{1: np.float64(0.3606616053865348)},{1: np.float64(0.24355421496095137)} | |
| 0.05545004643941389,4000,0.5998782191339231,0.5998782191339231,0.5819778123643771,0.5998782191339231,0.7691591586144515,0.7231975089759722,{1: np.float64(0.36108876542225277)},{1: np.float64(0.23464364334273732)} | |
| 0.06238130224434063,4500,0.5996274938214119,0.5996274938214119,0.5817903653450235,0.5996274938214119,0.7675794129498332,0.7217037722063195,{1: np.float64(0.361062015460702)},{1: np.float64(0.23795390986575163)} | |
| 0.06931255804926736,5000,0.603173466098356,0.603173466098356,0.5851957523574522,0.603173466098356,0.7696724672198996,0.7244083462094565,{1: np.float64(0.35763730142726463)},{1: np.float64(0.23456149512541397)} | |
| 0.0762438138541941,5500,0.6015616605179268,0.6015616605179268,0.5834723143164526,0.6015616605179268,0.7695611577849214,0.723886970860825,{1: np.float64(0.3610129388366407)},{1: np.float64(0.23559887287511866)} | |
| 0.08317506965912085,6000,0.5982664135534941,0.5982664135534941,0.580758511291034,0.5982664135534941,0.7666408936151179,0.7210789583469447,{1: np.float64(0.3514012607779309)},{1: np.float64(0.2421100911328699)} | |
| 0.09010632546404758,6500,0.6005229413660947,0.6005229413660947,0.5831069717182221,0.6005229413660947,0.7657032836659123,0.7209281663974957,{1: np.float64(0.35363607659384444)},{1: np.float64(0.23250757702553704)} | |
| 0.09703758126897431,7000,0.6003080339553709,0.6003080339553709,0.5824213147411507,0.6003080339553709,0.7687281153279536,0.7230328774938898,{1: np.float64(0.35616200378118723)},{1: np.float64(0.24295455742744038)} | |
| 0.10396883707390105,7500,0.5990902252946022,0.5990902252946022,0.5813560306454929,0.5990902252946022,0.7648793913671416,0.7200375126422411,{1: np.float64(0.35594794296947135)},{1: np.float64(0.2441351368663263)} | |
| 0.11090009287882778,8000,0.6024212901608224,0.6024212901608224,0.5847086288931448,0.6024212901608224,0.7695224271551111,0.7240812971953985,{1: np.float64(0.35975037678871413)},{1: np.float64(0.2315899769328903)} | |
| 0.11783134868375453,8500,0.6017049321250761,0.6017049321250761,0.5841146486885052,0.6017049321250761,0.7697010652037924,0.7243539636830465,{1: np.float64(0.35240140788153024)},{1: np.float64(0.22868323051687076)} | |
| 0.12476260448868126,9000,0.5999498549374978,0.5999498549374978,0.5821324689474516,0.5999498549374978,0.7669710621417786,0.7216181140722502,{1: np.float64(0.35866482954385404)},{1: np.float64(0.2410276515659606)} | |
| 0.131693860293608,9500,0.6033525556072925,0.6033525556072925,0.5851694858961416,0.6033525556072925,0.7680881578730375,0.7232317255308318,{1: np.float64(0.353281268686988)},{1: np.float64(0.2307583924800298)} | |
| 0.13862511609853473,10000,0.5973709660088112,0.5973709660088112,0.5793631055339031,0.5973709660088112,0.7639349463353282,0.7188252735135674,{1: np.float64(0.3508430358462731)},{1: np.float64(0.2398519707669508)} | |
| 0.14555637190346146,10500,0.5975858734195351,0.5975858734195351,0.5799215663192704,0.5975858734195351,0.7647210567954676,0.7194626878331384,{1: np.float64(0.3525097536085488)},{1: np.float64(0.2442120090457377)} | |
| 0.1524876277083882,11000,0.5992693148035388,0.5992693148035388,0.5813298068245416,0.5992693148035388,0.7652055092556638,0.7204178604739362,{1: np.float64(0.3521964830962972)},{1: np.float64(0.24187012753333523)} | |
| 0.15941888351331493,11500,0.5976575092231097,0.5976575092231097,0.5796332322098824,0.5976575092231097,0.7629672433537196,0.7181008071616828,{1: np.float64(0.3503593025791526)},{1: np.float64(0.23531972796149694)} | |
| 0.1663501393182417,12000,0.5985887746695798,0.5985887746695798,0.5809668520864302,0.5985887746695798,0.7650395165455268,0.7199393834016197,{1: np.float64(0.34781708360663505)},{1: np.float64(0.2343394779577533)} | |
| 0.17328139512316842,12500,0.6008453024821806,0.6008453024821806,0.5831765607845517,0.6008453024821806,0.7671609660206388,0.7218941217729287,{1: np.float64(0.349694543699572)},{1: np.float64(0.23280391370342843)} | |
| 0.18021265092809516,13000,0.5987678641785165,0.5987678641785165,0.5811557915183582,0.5987678641785165,0.7663276280886266,0.7209058056960932,{1: np.float64(0.3482117532674129)},{1: np.float64(0.23292348931412524)} | |
| 0.1871439067330219,13500,0.5994125864106881,0.5994125864106881,0.5818485694354278,0.5994125864106881,0.7669683797714771,0.721556812910123,{1: np.float64(0.351309493038585)},{1: np.float64(0.23470396267670696)} | |
| 0.19407516253794863,14000,0.600093126544647,0.600093126544647,0.5820357179722665,0.600093126544647,0.7670268335607036,0.7215851890813497,{1: np.float64(0.35118147413364736)},{1: np.float64(0.23194569005522095)} | |
| 0.20100641834287536,14500,0.6018840216340127,0.6018840216340127,0.5836412554198829,0.6018840216340127,0.7687784213558371,0.7233636127045048,{1: np.float64(0.3533723990073403)},{1: np.float64(0.22231633186376087)} | |
| 0.2079376741478021,15000,0.5991618610981768,0.5991618610981768,0.5818408088900405,0.5991618610981768,0.7660617822403374,0.7208257114662149,{1: np.float64(0.3497716139453721)},{1: np.float64(0.2365811679571795)} | |
| 0.21486892995272883,15500,0.6010602098929044,0.6010602098929044,0.5832245738290904,0.6010602098929044,0.768326809329622,0.7227484135861434,{1: np.float64(0.35082140369474557)},{1: np.float64(0.2379917931264483)} | |
| 0.22180018575765556,16000,0.6022422006518858,0.6022422006518858,0.5841281230420347,0.6022422006518858,0.7669278328909102,0.7220580049743154,{1: np.float64(0.3468176675639633)},{1: np.float64(0.2335275656994068)} | |
| 0.22873144156258232,16500,0.602958558687632,0.602958558687632,0.5852142582733757,0.602958558687632,0.7709209359750759,0.7254158156056979,{1: np.float64(0.356647550346149)},{1: np.float64(0.19741482420727627)} | |
| 0.23566269736750906,17000,0.6026361975715463,0.6026361975715463,0.584676989746566,0.6026361975715463,0.7675759941591082,0.7224700165094263,{1: np.float64(0.3506168477452341)},{1: np.float64(0.22651377928477112)} | |
| 0.2425939531724358,17500,0.6019914753393746,0.6019914753393746,0.5841692709887308,0.6019914753393746,0.7686650264145499,0.7231899839162146,{1: np.float64(0.3526209624466762)},{1: np.float64(0.22944022751043666)} | |
| 0.24952520897736252,18000,0.6011318456964792,0.6011318456964792,0.583242781262499,0.6011318456964792,0.7676081454003566,0.722089673882835,{1: np.float64(0.34955225591849165)},{1: np.float64(0.22733417658736163)} | |
| 13.88888888888889,500,0.38640352448153586,0.38640352448153586,0.3733546475890399,0.38640352448153586,0.5646053097568289,0.5147961954350496,{1: np.float64(0.24800258307402043)},{1: np.float64(0.4664592408548593)} | |
| 27.77777777777778,1000,0.3921702066692933,0.3921702066692933,0.3791431616407439,0.3921702066692933,0.5707691940712424,0.5206949718262975,{1: np.float64(0.25236796641610265)},{1: np.float64(0.44548808410508844)} | |
| 41.666666666666664,1500,0.4122998674737634,0.4122998674737634,0.39855109172419967,0.4122998674737634,0.5911883071193736,0.5406850033169411,{1: np.float64(0.26143059543419944)},{1: np.float64(0.42742309002625284)} | |
| 55.55555555555556,2000,0.43192807765321106,0.43192807765321106,0.41712088290583216,0.43192807765321106,0.6146695356189346,0.5633908705571976,{1: np.float64(0.27016516282966446)},{1: np.float64(0.41191366991318457)} | |
| 69.44444444444444,2500,0.4599376768508901,0.4599376768508901,0.44479784958088264,0.4599376768508901,0.6436346840418767,0.5922408371290072,{1: np.float64(0.2837882246995756)},{1: np.float64(0.3755232927347802)} | |
| 83.33333333333333,3000,0.45918550091335647,0.45918550091335647,0.444186450789481,0.45918550091335647,0.6420124757371954,0.590988069723316,{1: np.float64(0.28363241252532045)},{1: np.float64(0.3653836103253556)} | |
| 97.22222222222223,3500,0.4582542354668864,0.4582542354668864,0.44300874538660634,0.4582542354668864,0.6428662875211796,0.5916763091177785,{1: np.float64(0.2835568081755398)},{1: np.float64(0.3669203825563139)} | |
| 111.11111111111111,4000,0.43260861778717,0.43260861778717,0.41851755147360287,0.43260861778717,0.611057861345542,0.561606387991878,{1: np.float64(0.27387043767763436)},{1: np.float64(0.40194271382097585)} | |
| 125.0,4500,0.47014577886027437,0.47014577886027437,0.4550003230628432,0.47014577886027437,0.6510755818850965,0.6006001472800049,{1: np.float64(0.28845077178846423)},{1: np.float64(0.37767262778734)} | |
| 138.88888888888889,5000,0.45280991439521473,0.45280991439521473,0.43800451054292516,0.45280991439521473,0.6314803851788441,0.5819025304555445,{1: np.float64(0.28080755743272723)},{1: np.float64(0.3885438205573612)} | |
| 152.77777777777777,5500,0.470217414663849,0.470217414663849,0.45517285743654884,0.470217414663849,0.65143795736133,0.6014116737270326,{1: np.float64(0.288360074979676)},{1: np.float64(0.3725188877505398)} | |
| 166.66666666666666,6000,0.4761273684587557,0.4761273684587557,0.4605520978398767,0.4761273684587557,0.6549779507165494,0.6055627558070886,{1: np.float64(0.2927631255967516)},{1: np.float64(0.3491431764688781)} | |
| 180.55555555555554,6500,0.47913607220889,0.47913607220889,0.46398383167429336,0.47913607220889,0.6562695746361142,0.6068266430895269,{1: np.float64(0.29554293350759586)},{1: np.float64(0.3543783383627435)} | |
| 194.44444444444446,7000,0.45850496077939756,0.45850496077939756,0.4433549162233033,0.45850496077939756,0.6335365783882501,0.5846875206326704,{1: np.float64(0.2866937493396283)},{1: np.float64(0.3738269816240661)} | |
| 208.33333333333334,7500,0.44589705935026325,0.44589705935026325,0.4313129802827679,0.44589705935026325,0.6180950609762665,0.5704221405067466,{1: np.float64(0.2743791517855576)},{1: np.float64(0.43623029988050344)} | |
| 222.22222222222223,8000,0.45420681256491996,0.45420681256491996,0.43969287688842473,0.45420681256491996,0.6291222927145552,0.580586682615269,{1: np.float64(0.27884321913320875)},{1: np.float64(0.4131075439283284)} | |
| 236.11111111111111,8500,0.473763386940793,0.473763386940793,0.4587016981291489,0.473763386940793,0.652856901886553,0.6033946823726396,{1: np.float64(0.29190835644630675)},{1: np.float64(0.35391016088770516)} | |
| 0.005415064710023285,500,0.5310720298004943,0.5310720298004943,0.5141926890740423,0.5310720298004943,0.7155831692465556,0.6647153426735104,{1: np.float64(0.3126134393825132)},{1: np.float64(0.26877723297598893)} | |
| 0.01083012942004657,1000,0.5706149933736882,0.5706149933736882,0.5537272951368191,0.5706149933736882,0.7423392139352377,0.6955123636351559,{1: np.float64(0.3482559957202329)},{1: np.float64(0.23548507737823898)} | |
| 0.016245194130069855,1500,0.583975070740356,0.583975070740356,0.5665086575474663,0.583975070740356,0.7526067643615578,0.7065530935079412,{1: np.float64(0.35832686596003666)},{1: np.float64(0.2153057256213947)} | |
| 0.02166025884009314,2000,0.5847272466778896,0.5847272466778896,0.5672005400169912,0.5847272466778896,0.7528289082685446,0.7070836296968904,{1: np.float64(0.3559947478302325)},{1: np.float64(0.21951552625679716)} | |
| 0.027075323550116423,2500,0.5884881263655575,0.5884881263655575,0.5711918482061574,0.5884881263655575,0.7568570931518039,0.7112768587107734,{1: np.float64(0.3560764038890252)},{1: np.float64(0.21866595401886435)} | |
| 0.03249038826013971,3000,0.5949353486872739,0.5949353486872739,0.5770146451067151,0.5949353486872739,0.7636317038155576,0.7177195747396794,{1: np.float64(0.3614838539597115)},{1: np.float64(0.21143230320623704)} | |
| 0.03790545297016299,3500,0.5921057344460762,0.5921057344460762,0.5745229130723776,0.5921057344460762,0.7580138492632172,0.7129470760231305,{1: np.float64(0.3589354190221781)},{1: np.float64(0.2289830674825407)} | |
| 0.04332051768018628,4000,0.5909595615888821,0.5909595615888821,0.5729893099108508,0.5909595615888821,0.7596781540752496,0.7138107658386644,{1: np.float64(0.3516803110705125)},{1: np.float64(0.24815722186543412)} | |
| 0.048735582390209566,4500,0.5994484043124754,0.5994484043124754,0.5813369704048991,0.5994484043124754,0.766115102098263,0.7208452752287422,{1: np.float64(0.3588902655452679)},{1: np.float64(0.24810296486512465)} | |
| 0.054150647100232846,5000,0.5923564597585873,0.5923564597585873,0.5746031622285249,0.5923564597585873,0.7599947002932649,0.7146385028280567,{1: np.float64(0.3543843738813708)},{1: np.float64(0.2671371658496004)} | |