2021-10-07 09:32:17 +02:00
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package face
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import (
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"testing"
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"github.com/stretchr/testify/assert"
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)
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2022-04-03 17:25:37 +02:00
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func TestKidsEmbeddings(t *testing.T) {
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2021-10-07 09:32:17 +02:00
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t.Run("Contains", func(t *testing.T) {
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e := Embeddings{
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{-0.044992052018642426, 0.05661141872406006, -0.00003137920793960802, 0.04838147386908531, 0.05526674911379814, -0.018629644066095352, -0.010908594354987144, 0.056594304740428925, -0.003944901749491692, 0.08964819461107254, 0.07549002021551132, 0.01849522441625595, 0.0005332650616765022, -0.014480655081570148, -0.01627306453883648, -0.009962513111531734, -0.04897325858473778, 0.024401027709245682, -0.0216915812343359, 0.007450428791344166, -0.02613189071416855, -0.04957116022706032, -0.016295891255140305, -0.08825927972793579, -0.06654207408428192, 0.020081689581274986, 0.06296750158071518, 0.03368097543716431, -0.0018212817376479506, 0.050871897488832474, -0.024764642119407654, -0.03828364610671997, -0.009382093325257301, -0.0035446782130748034, -0.012820560485124588, -0.06848567724227905, -0.026590194553136826, 0.01354584563523531, -0.05875016003847122, -0.013583967462182045, -0.08444201946258545, 0.06248823180794716, 0.012853626161813736, 0.07052400708198547, 0.026232657954096794, 0.026997899636626244, -0.010249478742480278, 0.0001825501531129703, -0.00908519048243761, -0.04080723598599434, -0.04976116120815277, -0.044118620455265045, 0.014794588088989258, -0.04568198695778847, -0.06906589865684509, 0.028802184388041496, -0.040101613849401474, 0.030455486848950386, -0.09878328442573547, 0.06689277291297913, -0.00626843236386776, -0.01947363093495369, -0.016622932627797127, -0.00007052601722534746, -0.030728548765182495, -0.02887864224612713, -0.07669390738010406, -0.04233616963028908, -0.024732787162065506, -0.00764170428737998, 0.002672777511179447, 0.031979743391275406, 0.011800051666796207, -0.07775157690048218, 0.002934449352324009, 0.00581736396998167, -0.022378811612725258, -0.0028943794313818216, 0.060106582939624786, 0.01880844496190548, -0.016128016635775566, -0.020715320482850075, 0.06349750608205795, -0.015411841683089733, -0.0060160113498568535, 0.028346024453639984, -0.049309004098176956, 0.07062098383903503, 0.045913759618997574, 0.03220389410853386, -0.05531395599246025, -0.025220220908522606, -0.02733956277370453, -0.04369249939918518, 0.03718667849898338, -0.0008761340286582708, 0.04098183661699295, 0.0442255400121212, 0.02017069421708584, 0.0006015895633026958, 0.004228045232594013, 0.009493290446698666, 0.008833334781229496, 0.1323438137769699, 0.02059713378548622, 0.005624258425086737, -0.0313432440161705, 0.002904782770201564, 0.04731215536594391, -0.026712117716670036, -0.021359000355005264, 0.04610079154372215, -0.019574763253331184, -0.012740026228129864, 0.009105428121984005, 0.03300673887133598, -0.013971881940960884, 0.08683114498853683, 0.039449483156204224, -0.0060504768043756485, 0.06137135252356529, -0.0413697212934494, 0.005206641275435686, -0.04030776768922806, 0.025862829759716988, -0.08213812112808228, -0.03305601328611374, 0.019777264446020126, -0.022563418373465538, -0.013463091105222702, -0.043361786752939224, 0.011130225844681263, 0.12441261112689972, 0.004206405952572823, 0.045155156403779984, -0.006988121662288904, 0.023861270397901535, -0.012273110449314117, -0.062281571328639984, 0.09829854965209961, 0.030664222314953804, 0.04223056137561798, -0.08536402136087418, 0.033196691423654556, -0.04379285126924515, 0.033378537744283676, -0.016421303153038025, 0.04627098888158798, -0.025675587356090546, 0.07295409590005875, -0.011742869392037392, 0.03582924231886864, -0.018135441467165947, 0.046371303498744965, -0.0027939421124756336, 0.0026211803779006004, -0.05403513088822365, 0.005829649046063423, -0.0495971217751503, -0.04254235327243805, 0.07515522837638855, 0.050352614372968674, -0.04364120587706566, 0.028548654168844223, 0.005593346431851387, -0.012489558197557926, 0.033937446773052216, -0.038086872547864914, 0.00475142989307642, 0.08689133822917938, 0.022225068882107735, 0.020652128383517265, -0.024612916633486748, 0.003965653013437986, -0.03914821892976761, -0.0046355533413589, 0.03457527607679367, -0.046081818640232086, -0.021623561158776283, -0.0697641670703888, 0.02222898229956627, 0.03735600784420967, 0.018248606473207474, 0.04800349473953247, 0.043156273663043976, -0
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{0.00018320661911275238, -0.032866738736629486, 0.0021107203792780638, 0.021527018398046494, 0.017987826839089394, 0.03373519331216812, -0.03513302654027939, -0.021051431074738503, -0.03713345155119896, -0.00855151005089283, 0.07821014523506165, 0.004208952188491821, 0.06267114728689194, 0.03733719140291214, 0.017339851707220078, 0.10954005271196365, 0.049989886581897736, 0.06568149477243423, -0.022571394219994545, -0.02843470498919487, -0.04028335586190224, -0.05667056143283844, 0.07096622884273529, -0.05861536040902138, -0.022235095500946045, -0.04222569987177849, -0.0317399837076664, -0.009658627212047577, -0.051839906722307205, 0.004299566149711609, -0.048037439584732056, 0.014291012659668922, -0.04800274595618248, 0.05838283896446228, -0.08984334021806717, 0.006403549108654261, 0.00977831520140171, 0.009402955882251263, -0.10649524629116058, -0.02242869883775711, -0.013986267149448395, -0.022741006687283516, 0.007897133007645607, 0.06506410241127014, 0.08284994959831238, 0.026771631091833115, 0.05573121830821037, -0.029826456680893898, -0.046867940574884415, -0.009643801487982273, -0.04447537288069725, -0.02783522754907608, 0.07147575169801712, 0.0003983106289524585, -0.10185021907091141, -0.034629080444574356, -0.01947834901511669, -0.0038306156639009714, -0.006610400043427944, 0.03454909101128578, 0.022521810606122017, -0.07991563528776169, -0.020233336836099625, 0.06206449121236801, -0.02825869433581829, 0.03217524290084839, -0.03180061653256416, -0.0009898567805066705, -0.045084163546562195, 0.03812438249588013, -0.023791097104549408, -0.05367560312151909, 0.12174693495035172, -0.01317788939923048, -0.0394132137298584, -0.03984353318810463, -0.04978431761264801, 0.044311217963695526, 0.0531034916639328, -0.0236606877297163, 0.005558948498219252, 0.015870168805122375, -0.060380227863788605, 0.008175939321517944, 0.0036997452843934298, 0.05071261525154114, -0.036950357258319855, 0.10220462828874588, -0.04311442747712135, -0.012639257125556469, -0.03649405390024185, 0.040165312588214874, -0.051796991378068924, -0.024260174483060837, 0.05288347601890564, -0.0404290035367012, 0.03178943693637848, 0.04711546376347542, 0.022201165556907654, -0.004459102172404528, -0.03656800463795662, 0.06294967234134674, -0.05867628753185272, 0.06432359665632248, 0.013910328969359398, -0.03310859203338623, 0.009318666532635689, -0.04764040559530258, -0.07207188010215759, -0.023362740874290466, -0.0760403722524643, -0.039792127907276154, -0.0024077408015727997, -0.02403726801276207, -0.016130229458212852, -0.005831537302583456, -0.02115187793970108, 0.01974518597126007, -0.015474961139261723, -0.027212951332330704, 0.059447258710861206, -0.014281532727181911, -0.03454843908548355, -0.001390324905514717, 0.035666294395923615, -0.03714388981461525, 0.012261179275810719, 0.0912814736366272, 0.06438062340021133, -0.06481009721755981, -0.019205719232559204, -0.029670720919966698, 0.026782069355249405, 0.05483889952301979, 0.0418330542743206, 0.010591703467071056, 0.0031628243159502745, -0.05148112401366234, -0.04963110387325287, 0.04279491305351257, 0.01972990483045578, -0.008080188184976578, -0.057671815156936646, -0.030247336253523827, -0.03387676924467087, -0.03398444503545761, -0.01833973452448845, -0.021494410932064056, 0.048149146139621735, 0.0576867014169693, -0.008383447304368019, 0.012523249723017216, -0.03810282051563263, 0.006588811054825783, 0.05065301060676575, -0.009481740184128284, -0.06284451484680176, -0.04281146451830864, 0.012788892723619938, 0.0012926578056067228, -0.035252828150987625, 0.049417126923799515, 0.07454966753721237, 0.054245200008153915, -0.05389215052127838, -0.07855121791362762, -0.05823459476232529, 0.007063376251608133, 0.049064915627241135, -0.026291558519005775, -0.01799396611750126, 0.03874526545405388, -0.010294776409864426, 0.04259655624628067, -0.016253473237156868, 0.04962749406695366, 0.020836014300584793, 0.06609436124563217, 0.012771031819283962, 0.011907126754522324, -0.012839785777032375, 0.06894336640834808, -0.03100503608584404, 0.046419043093919754, 0.03583665192127228, -0.024587800726
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{0.004882930312305689, -0.028871430084109306, -0.014925234951078892, 0.042015232145786285, 0.03289106860756874, 0.00047218144754879177, -0.04626072198152542, 0.08869951218366623, -0.08738508075475693, 0.041352055966854095, 0.025143291801214218, 0.027804607525467873, 0.03851303085684776, 0.059128664433956146, 0.029246464371681213, -0.01177206914871931, -0.055604543536901474, 0.04581688344478607, -0.021625488996505737, 0.014038625173270702, 0.04526897147297859, -0.003151113400235772, 0.01755913719534874, -0.016582749783992767, -0.04034445434808731, 0.03751881793141365, 0.11246222257614136, 0.025973817333579063, 0.046221256256103516, -0.03560330346226692, 0.010319976136088371, -0.06042899936437607, -0.02092718705534935, -0.015790656208992004, -0.015058585442602634, -0.031521182507276535, -0.014863084070384502, 0.09852202981710434, -0.026713669300079346, -0.09230262786149979, -0.0645485445857048, 0.03376315161585808, -0.016680343076586723, -0.0032860636711120605, 0.0289445947855711, -0.04086116701364517, 0.01185047347098589, -0.03036908246576786, -0.050068069249391556, 0.0013629610184580088, -0.10402216762304306, 0.020886534824967384, 0.06360501796007156, -0.038404129445552826, -0.10402511060237885, 0.019234996289014816, -0.0301763117313385, 0.04926493763923645, -0.014555397443473339, 0.023388627916574478, 0.045102808624506, -0.07065623998641968, 0.01779104769229889, 0.04318133369088173, 0.006222338881343603, -0.03631843626499176, 0.005155006889253855, -0.03126167878508568, 0.02961049973964691, 0.042098451405763626, -0.05473579093813896, -0.030505038797855377, 0.05462753400206566, -0.018857350572943687, -0.013100373558700085, 0.024632159620523453, -0.029910949990153313, -0.06632661819458008, 0.04453831911087036, -0.050670187920331955, 0.037967462092638016, 0.07036780565977097, 0.07603567838668823, 0.02958795428276062, -0.06687693297863007, 0.030427396297454834, 0.040562309324741364, 0.081810861825943, -0.01210289727896452, -0.027030745521187782, -0.08186805993318558, 0.017522599548101425, -0.07442684471607208, 0.032609228044748306, -0.008241117000579834, -0.02420344017446041, 0.010065721347928047, -0.07006815820932388, -0.023965315893292427, -0.095053531229496, -0.0066795386373996735, -0.007384734693914652, 0.017342889681458473, 0.048182494938373566, -0.007601919583976269, -0.034079138189554214, -0.06012185662984848, -0.048203855752944946, -0.00012411877105478197, -0.0702674463391304, -0.053258661180734634, 0.09610331803560257, -0.08409681171178818, 0.0006605522357858717, 0.09284624457359314, -0.003066445467993617, -0.01669788733124733, 0.07133719325065613, -0.001136226230300963, -0.038388170301914215, 0.036363981664180756, -0.03186909109354019, -0.011004592292010784, -0.04703499376773834, -0.033754657953977585, 0.009894444607198238, -0.0651240348815918, 0.07229526340961456, 0.018740307539701462, -0.021803900599479675, 0.012212129309773445, 0.022386791184544563, 0.05509564280509949, -0.002009343821555376, 0.052710991352796555, -0.03911963477730751, 0.0037262304686009884, 0.04576747119426727, -0.06396473199129105, 0.016327453777194023, -0.01841137744486332, 0.08133656531572342, 0.027454890310764313, 0.017934516072273254, -0.05057291314005852, 0.05975693091750145, -0.007352042011916637, 0.00653004040941596, 0.045967090874910355, 0.0636090412735939, -0.04789235070347786, 0.020336657762527466, 0.003387229749932885, -0.036981452256441116, -0.005459815263748169, -0.015007982961833477, -0.046427641063928604, -0.0265751201659441, -0.02166137658059597, -0.04442169517278671, -0.0388776957988739, 0.014315947890281677, 0.07145505398511887, 0.023914091289043427, -0.009579996578395367, 0.000555231177713722, -0.07929696887731552, -0.04671946167945862, 0.04548916965723038, 0.04007089138031006, 0.0777222141623497, -0.05238672345876694, -0.03217660263180733, 0.010117340832948685, -0.07449944317340851, -0.021306153386831284, -0.041546110063791275, 0.004237184766680002, 0.009483197703957558, 0.06297741830348969, -0.000040676473872736096, -0.0072582196444272995, 0.027166014537215233, -0.03531072288751602, 0.04809935390949249, -0.047254230827
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{0.0001326936762779951, 0.010595318133709952, -0.025556722866895143, 0.0469118170440197, -0.006627591326832771, 0.05271399952471256, -0.04542037146165967, 0.027480189339257777, -0.004917271726299077, -0.07468410208821297, 0.02064464334398508, 0.027222666889429092, 0.07686506863683462, -0.03543879697099328, -0.06587888672947884, 0.00656710215844214, 0.0468103364109993, 0.026114298962056637, 0.09671456180512905, -0.10109077207744122, -0.00781591737177223, -0.03552762418985367, 0.06885470915585756, -0.012004591058939695, 0.08148624002933502, -0.028154293075203896, 0.04417960252612829, -0.04447614587843418, -0.02476067957468331, 0.08517011441290379, 0.002213838277384639, -0.04421043721958995, -0.030782480724155903, -0.022004681872203946, 0.0009286352433264256, 0.010065821232274175, -0.02192891761660576, -0.012186611769720912, -0.08409351948648691, 0.03493268555030227, -0.044278232380747795, 0.028376419097185135, 0.0037802220904268324, 0.04365090653300285, 0.020489776856265962, 0.0062931065913289785, 0.012816649512387812, 0.08537860121577978, -0.08391124662011862, -0.0074469012033659965, 0.007379985763691366, 0.010717783472500741, 0.05138006154447794, 0.03530120011419058, -0.0252615287899971, 0.048870823346078396, 0.051952130161225796, 0.05130995064973831, -0.07164964452385902, 0.008358421036973596, 0.07212860928848386, 0.023144953418523073, 0.016010764054954052, -0.0020557132083922625, 0.0006047732058505062, 0.05894300062209368, 0.018385239876806736, 0.013549384311772883, 0.013471916783601046, -0.026798027334734797, 0.055714783258736134, 0.056760589592158794, -0.03564274637028575, 0.006639213301241398, -0.010688409092836082, -0.014488881919533014, -0.041894917376339436, 0.027378612896427512, 0.04120381874963641, 0.026110727107152343, 0.014362117013661191, -0.015710897743701935, 0.01369841955602169, -0.013755762134678662, -0.025898753898218274, 0.03539643401745707, -0.02275478537194431, 0.044916168320924044, 0.06104293651878834, 0.020197266509057954, 0.03360230568796396, 0.0005524924490600824, -0.03635450592264533, -0.04944554786197841, 0.07170013058930635, -0.0030192392878234386, 0.0010193748748861253, -0.010943924076855183, -0.06179766729474068, 0.056694529950618744, 0.004520991584286094, -0.09191464446485043, -0.02631867417949252, 0.03776269545778632, -0.00876810192130506, 0.10884877666831017, 0.005137963918969035, 0.014990123057032179, -0.012330824043601751, -0.007994036190211773, 0.04028965998440981, 0.030694966204464436, 0.013997081900015473, -0.027155806310474873, 0.008769600055529736, 0.0038997385127004236, -0.003813096962403506, 0.06714510265737772, 0.006777862668968737, 0.061618989799171686, -0.016695198486559093, -0.014862070740491617, 0.047256719786673784, -0.030920962191885337, -0.010902314214035869, 0.029649023665115237, -0.03882072772830725, 0.037115989718586206, -0.00044789700768887997, -0.050685918889939785, 0.023225090000778437, 0.005942594725638628, 0.03058242436964065, -0.05067136138677597, -0.013880123384296894, 0.0521021569147706, -0.03878975426778197, 0.0057146906128764385, 0.01622107159346342, 0.0286275401012972, -0.07171816006302834, -0.024164889007806778, -0.036472175968810916, -0.06874032877385616, -0.013022568658925593, -0.02637113118544221, 0.061983236111700535, 0.0328070695977658, 0.004039793537231162, -0.022473737597465515, 0.017253196332603693, -0.04853619821369648, -0.053010642528533936, 0.04317591618746519, 0.00835538915998768, 0.015444972610566765, 0.04270970821380615, 0.028640874341363087, 0.06504016369581223, 0.03173913527280092, 0.05225925333797932, 0.03651800798252225, -0.022531148977577686, -0.0032108076702570543, 0.030786060029640794, 0.01946059288457036, -0.020198959624394774, -0.010514225577935576, -0.04853967670351267, 0.02134396170731634, -0.05255058314651251, 0.016728751827031374, 0.0456616897135973, -0.021495807450264692, 0.03207355597987771, 0.010148180415853858, 0.03585670003667474, -0.02635771268978715, -0.04969983361661434, -0.034095218405127525, -0.02873873570933938, 0.020237101707607508, -0.026095976354554296, 0.06887094769626856, 0.010905503178946674, 0.054851528257131
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}
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2022-04-03 17:25:37 +02:00
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assert.False(t, KidsEmbeddings.Contains(e[0], KidsDist)) // Dist: 0.745814160978178
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assert.False(t, KidsEmbeddings.Contains(e[1], KidsDist)) // Dist: 1.1404288201275383
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assert.False(t, KidsEmbeddings.Contains(e[2], KidsDist)) // Dist: 1.1706644925647673
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assert.False(t, KidsEmbeddings.Contains(e[3], KidsDist)) // Dist: 1.0206841898254448
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assert.False(t, KidsEmbeddings.Contains(e[4], KidsDist)) // Dist: 1.1213124581336598
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assert.False(t, KidsEmbeddings.Contains(e[5], KidsDist)) // Dist: 0.891994190560192
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assert.True(t, KidsEmbeddings.Contains(e[6], KidsDist)) // Dist: 0.29948242058231617
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assert.False(t, KidsEmbeddings.Contains(e[7], KidsDist)) // Dist: 1.1922265126804392
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2021-10-07 09:32:17 +02:00
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})
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}
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