photoprism/internal/face/embeddings_kids.go
Michael Mayer 9986986f8f People: Add info on the kind of face to improve matching #2182
This commit also fixes of other potential issues and improves logging.
2022-04-04 21:22:31 +02:00

40 lines
23 KiB
Go

package face
import (
"os"
"strconv"
)
// KidsDist is the distance threshold for matching KidsEmbeddings.
var KidsDist = 0.695
func init() {
if s := os.Getenv("PHOTOPRISM_FACE_KIDS_DIST"); s == "" {
// Keep default.
} else if f, err := strconv.ParseFloat(s, 32); err != nil {
log.Warnf("faces: PHOTOPRISM_FACE_KIDS_DIST can not be parsed (0.1-1.5; -1 to disable)")
} else if f < 0 {
KidsDist = -1
log.Debugf("faces: enabled matching of all kids embeddings")
} else if f >= 0.1 && f <= 1.5 {
KidsDist = f
log.Debugf("faces: changed matching distance for kids embeddings to %f", KidsDist)
} else {
log.Warnf("faces: PHOTOPRISM_FACE_KIDS_DIST is out of range (0.1-1.5; -1 to disable)")
}
}
// KidsFace tests if the embedded face belongs to a baby or young child.
func (m Embedding) KidsFace() bool {
if KidsDist <= 0 {
return false
}
return KidsEmbeddings.Contains(m, KidsDist)
}
// KidsEmbeddings contains embeddings of children's faces that are (currently) too generic to be properly matched.
var KidsEmbeddings = Embeddings{
{0.014076345932802983, 0.00010343994862133903, -0.010959638582010354, 0.04127759233649288, 0.08789882808923721, 0.017725093897232518, -0.022899451665580273, 0.0452611151018313, 0.03823948075296357, 0.06343058230621475, 0.04759708313005311, 0.025469324551522732, -0.038468056092304845, -0.01729393713841481, -0.024367967886584147, -0.013041795021438572, -0.023096864776951925, 0.02793885980333601, -0.01649821868964604, 0.01995509217626282, -0.01322871370108, -0.008252202965585249, 0.028910591408410773, -0.07333579286932945, -0.08700574721608843, 0.07423889530556542, 0.07409120404294559, -0.008282799340252365, -0.045015843851225715, 0.03404966489012752, 0.01429881900548935, -0.016775283297257765, -0.010920435023893203, 0.050287961161562374, -0.001957439451611468, -0.021051756106317043, -0.024205328364457403, 0.003975618431078536, -0.07230451224105698, 0.03437736251258424, -0.026977801843064038, -0.0028144880530557464, 0.0007902844808995724, 0.06425002217292786, 0.0022268929917897496, 0.001021586192239608, -0.004946612969173917, 0.04372643147196088, -0.08558774952377592, -0.04968303974185671, 0.002605055658412831, -0.03057751152664423, 0.04062951808529241, 0.02759489676515971, -0.07084034436515399, 0.01893762020128114, -0.025910851021762937, 0.0092267398223547, -0.051628660942826955, 0.007369522271411759, -0.008836706734395452, -0.006196810797389064, -0.025300242139824798, 0.011610688575144325, -0.03033792200897421, -0.03983142187020609, -0.0495086024914469, -0.049739364734185595, 0.018020538247323463, -0.002467086366648021, 0.01068531721830368, -0.012969749713582652, -0.005401422668780599, -0.07798752295119422, -0.015362580107258899, 0.023464103628482138, -0.03776164698813643, -0.037554266463432996, 0.020393860027460114, -0.0013615138117789424, 0.03326471469232014, 0.025772061997226307, 0.03849751901413713, -0.009273543953895569, -0.020172682125121355, 0.07898283536945071, -0.020976615803582326, 0.013514869646834475, 0.034119718575051854, 0.011594483063423209, -0.05110570602118969, -0.0017224330721156938, -0.008944391782279126, -0.03416518388049943, 0.07138298824429512, 0.026323047632883703, 0.0073144749206091675, 0.07004635035991669, -0.022454025805927813, -0.040454973599740436, 0.043226572551897595, 0.03743345769388335, 0.0006607548067612308, 0.11384290669645582, 0.04992901560451303, 0.005408631754107773, 0.009607095537441117, -0.012680422797399973, 0.024073518147425994, -0.04440920746752194, 0.004120621896748032, 0.02761713575039591, -0.04635274117546422, -0.06435357247080122, 0.031128881632217338, 0.016416337208024094, -0.008968281027461802, 0.04653826622026307, 0.025854617889438356, 0.012687867827480659, 0.028297867892043933, -0.0342022893684251, -0.019416423381439278, -0.05280240252614021, -0.03576486740660455, -0.10419229524476188, -0.0395921202642577, -0.002911932795541361, -0.01974446409648018, -0.038143089307206016, -0.03505285644834138, 0.03834166377782822, 0.05046930696283068, -0.03904489088537438, 0.0015146988932558867, 0.0006450490493859563, -0.01604000066540071, -0.060584313103130887, -0.0234440263759877, 0.1150767132639885, 0.04494018480181694, 0.04640173725783825, -0.0817852717425142, 0.06888745352625847, -0.013860651824091162, -0.030807798728346825, 0.031202219160539762, 0.061024581747395654, -0.04371023550629616, 0.04711497601653848, 0.009631564042397909, 0.034288076018648486, -0.0194188054717545, 0.05254533940127918, -0.01510106319827693, 0.009491389650585396, -0.05281628668308258, 0.02491598323519741, -0.005189976239177797, -0.08681996273142951, 0.06076004409364292, 0.07559112406202725, -0.05669804077063288, 0.02945604913734964, 0.027437320245163783, 0.015105903082128082, -0.04193821709070887, -0.026287166617943773, -0.0038107597585102277, 0.06687954121402331, 0.03067953691684774, -0.009460966102778912, -0.04888412994997842, 0.04546929177428995, 0.04723436451916184, 0.05976005271077156, -0.061716834881475995, -0.04373723414859602, -0.03389950868274484, -0.02664987860979246, -0.03256083915143141, 0.06557192546980721, -0.0290171406897051, 0.027153336176914827, 0.056861317051308494, 0.00020447039111916508, 0.047693803374256404, 0.049033508236919134, 0.07628711685538292, 0.0019295273149119957, 0.059248405641743114, 0.03713620241199221, 0.03938868269324303, -0.07728196148361478, 0.0781343403671469, -0.04133392870426178, -0.0025214664305427243, 0.023521269472049817, 0.020395624418077723, -0.012292510231158562, 0.06772763707808085, -0.057607442672763555, 0.014909451295222555, -0.02597519475966692, 0.020843904365652373, 0.12138529973370689, 0.0699907738183226, 0.0011699934423502003, 0.032344259188643525, -0.017931338466171707, -0.04415031309638705, -0.05866546503135136, 0.026486211456358433, -0.047235749661922455, 0.034934155110801966, -0.07664269900747708, -0.04435665985303266, 0.10441660348858152, 0.006143384879188878, 0.05253929438601647, -0.06623010896146297, -0.04942487303300628, 0.03449147407497678, 0.0007907572435215116, 0.049213665537536144, -0.00010418881928282124, 0.010722510915781771, -0.0004391219200832503, -0.04541484160082681, 0.007650986712958131, 0.015242969816816705, 0.04837085785610335, -0.038825065695813725, -0.022832507201071297, -0.0002476620887007032, -0.019403694330581596, -0.002909829041787556, -0.018281465670692602, -0.050270756773118465, 0.027654021812070693, -0.013657089954774295, 0.019546472001820803, 0.010389665673886026, 0.034141533475901396, -0.0004837455094924995, 0.07777866455061096, -0.007949292826067125, 0.013858457075132589, 0.003931396158545145, 0.0811523614185197, -0.016969480185902545, 0.03314976314348834, 0.11588869776044573, 0.003944599934454475, -0.034417706940855296, 0.02784160172034587, -0.04914911038109234, 0.08718934495534215, 0.019049697189724872, 0.013309361546167306, 0.04204291198402643, -0.021495494026956812, 0.03727173140006406, 0.029242440438663055, -0.04222947811441762, -0.00020415568724274635, 0.07019899466208049, 0.007470259575971535, -0.026189473707095852, -0.0509006285241672, 0.017916672197835787, -0.014949705451726913, 0.01677722334196525, -0.00622811254912189, 0.030192647129297256, 0.025268076519880976, 0.022140379729015485, 0.017673412071807042, -0.041411813880716054, -0.010129792611613604, -0.04742219405514853, 0.06065551936626434, 0.006248684733041695, -0.03159510237830026, -0.10512959691030639, -0.013546304178557225, 0.0530348393533911, 0.03726583772471973, -0.0022837852260896136, -0.014439305606564241, 0.03326475274349962, -0.058948068746498654, -0.02467245063079255, 0.04014056255774839, -0.00553179153108171, -0.07112542539834976, 0.019263099745980332, -0.017030355470654155, 0.03558562669370856, -0.032303132782025, -0.008226013808910335, 0.026718814059027603, -0.06395143909113747, -0.0009964699690629328, 0.006130681331602058, 0.0013612337144357817, -0.0384515126102737, 0.04492992375578199, -0.025556965531515225, 0.050049419913973124, -0.002290177990549377, 0.011718649383900421, -0.015226649453065224, 0.0065279485923903325, 0.06847320071288518, 0.025952399442238466, 0.00922902480566076, 0.047610953716295104, 0.08964167109557561, -0.04491263894098146, -0.0012162652201368473, 0.011623006114470107, -0.010330095321738295, 0.0070962873952729365, -0.06016726206455912, 0.037089853414467404, 0.044088662219499905, 0.07287504098245076, 0.05003845904554639, 0.016861805226653814, 0.06682616525462695, 0.016479269426781684, -0.03286760752754552, 0.032508469253246276, 0.037334298981087546, 0.05727878798331533, 0.046473084283726554, 0.013850023465887975, -0.0448771459715707, -0.058480056801012585, 0.012287137697317771, 0.006908522153805409, 0.05805885472467968, 0.007298575814015099, -0.047519726412636895, -0.012268234243882554, -0.042631172708102634, 0.059748037053006034, -0.015406917980206864, -0.03286976194275277, -0.03570778827582087, 0.040669042084898264, -0.003618439314388005, -0.04232252628675529, -0.014721277169883251, -0.023870398188591935, 0.044233343697019985, 0.0019210554185389941, -0.02572108938225678, -0.02226788324436971, -0.013971864528554891, 0.020698852970131805, 0.001971312366159899, -0.030296192970126867, -0.0031498843537909643, -0.02648255554959178, 0.0021840321964451243, 0.03471777129120061, 0.08421645473156657, -0.017675458969149207, -0.04551512508520058, -0.0028491621570927756, 0.005945813634233283, 0.028508121564560236, -0.03560362703033856, 0.03503057839615004, 0.05654426344803402, 0.054752117821148465, 0.003946646715381316, -0.009083229038099359, 0.00037828879430890083, -0.05373396724462509, -0.027248423280460492, -0.03485211144600596, 0.01790844994996275, -0.03580645737903459, 0.042952057506356923, -0.019408846573371972, -0.030717704179031507, -0.025656313502362797, -0.006663430981071932, 0.04082118985908372, -0.029017690369593247, -0.006911012510369931, 0.016536551427894404, -0.009813120122998953, -0.013277398522144981, 0.06780306941696576, 0.05186024361423084, -0.060186868267399926, -0.007926974345796875, -0.021092301101556847, 0.05055769213608333, 0.028884618343519314, 0.04616476169654301, 0.07065490686467715, -0.03826879949441978, -0.04060428829065391, 0.03843348792621067, 0.006155987985299102, 0.0503339022397995, 0.017868165192859515, 0.029534360813808495, -0.01988592796260491, -0.03106991933392627, 0.003867536591964641, 0.006842663578156914, -0.04231948758076344, -0.04206894471177033, -0.016717470650162016, 0.12284087283270699, 0.011976274794765882, 0.04830259404012135, 0.013946931277002608, -0.060219808880771906, 0.0576941722205707, -0.03876325355044433, -0.04303128431950297, 0.03322139675063746, -0.05825509104345526, -0.021442676927628263, -0.014830144795788718, -0.013462983537465334, 0.0041965715188000885, 0.013849832915834017, 0.005390205902845732, -0.06316755445940155, -0.011416594963520765, -0.037480144894548824, 0.024408350731911405, -0.13485033277954375, 0.027967219839670827, -0.03652323596179485, 0.06313076535505908, -0.027905823646246324, 0.012111392238044314, -0.06691073998808861, -0.03143905828307782, -0.018076121541006223, -0.07290613651275635, -0.007582986727356911, 0.03677370346018246, 0.028467300347983837, 0.013981979939022235, -0.010124886680776919, 0.028533336174275194, -0.0652630158833095, 0.04787162797791617, 0.03326065346066441, -0.015817939969045774, 0.1019530754004206, 0.0827519063438688, 0.056755139359406064, 0.0078425841805126, 0.015177697675036532, -0.002688862987270113, -0.014755288671169962, -0.023900384731989886, -0.015706837509891818, -0.02743975631892681, -0.01445802247950009, -0.07460099618349757, -0.004163045835282121, -0.038367324109588354, -0.06638768741062709, 0.10174498494182314, 0.08023705812437194, 0.0333203866279551, 0.009899045207670756, -0.04073775406660778, 0.05222869025809424, 0.024900466735873903, -0.04738671678517546, -0.014064535756395864, 0.016554274546381618, 0.04374341028077262, -0.0926162281206676, 0.03787749579974583, -0.03116710903123021, -0.0750660231070859, -0.014340140989848546, -0.01891417194357408, -0.008606983282204186, 0.025383558656488146, 0.04610604606568813, 0.00399405462667346, -0.035686567957912176, -0.05102745037791984, 0.05376252106257847, -0.02617214181061302, -0.028111532729651247, -0.002391643622624023, -0.0005033645180187055, -0.0643762041415487, 0.0034515859110147823, 0.011676949565298855, 0.00442592498646783, -0.012337790968428766, 0.00354800747507917, -0.055656829316701205, 0.03167104481586388, 0.018552562720807537},
{0.00956450719281242, 0.017594281506414216, 0.0034308274819826088, 0.024433304607454274, 0.03652508157150199, 0.01116447955266469, -0.0006183593003596696, -0.0010943688685074449, 0.012357249196308354, 0.07457883842289448, 0.11295248899194929, -0.02418406752662526, -0.03966302269448837, -0.029571157983607717, 0.012989095386324657, -0.01884545675582356, -0.0069224719061619705, 0.03909949171874258, -0.02592672230417116, 0.013062778420539366, 0.015368576777594475, -0.009386404443325268, 0.038085957161254354, -0.07454640790820122, -0.08851962122652265, 0.03059599507186148, -0.002311327417070667, -0.026430425544579823, -0.06707751088672215, 0.02089460481268664, -0.01521601515479334, 0.030341569748189714, -0.0012923568590647644, 0.06852907459768984, 0.00929470748330156, 0.0015921768240837587, 0.01932051172479987, -0.005583951042758094, -0.028357081613244697, -0.015834319405257702, -0.007910402310598228, -0.010658817055324713, 0.01000140067966034, 0.053078942828708224, -0.030584194386998814, 0.015025267015314765, -0.013891826978781156, -0.006699096670167314, -0.060938968426651426, -0.053249146375391215, 0.02276569032013261, -0.04673161241225898, 0.016461304233719904, 0.045863549328512616, -0.04880381665296025, -0.034031555263532534, -0.026937679646329746, 0.03530077305104998, -0.05340263620018959, 0.04798200478156408, -0.025280179145435493, 0.02274432245434986, -0.07815711489982075, -0.00208588682128013, -0.020324266308711633, -0.04560547932568523, -0.026446496395187244, -0.04672709583408303, 0.03089646663930681, 0.0329096753978067, -0.0031386990772767197, 0.0030701529855529466, 0.01198785288983749, -0.0720665372080273, 0.016065222754453618, -0.008565091230492625, -0.06524603068828583, 0.014324400331436967, 0.012642266590976052, 0.03916913395126661, 0.017239611298363242, -0.0022940708117352594, -0.00000737705785367224, -0.013188478122982714, 0.023865339604930744, 0.08236957093079884, -0.019251494202762842, 0.05471697532468372, 0.005972680687490437, 0.040493461613853775, -0.0688300368686517, 0.004474718201284607, -0.04370514086137215, 0.008753968299263053, 0.07228374770945972, 0.007629580582336833, 0.03886009587181939, 0.08576714330249363, -0.021909458562731743, -0.010310174200438067, 0.011320573885718154, 0.05167221174471908, -0.011920124732164873, 0.09136995921532313, 0.07861344681845771, -0.02466051270150476, 0.03293021395802498, -0.031370491824216314, -0.006256768428203132, -0.028057354321289394, -0.001464772762523757, 0.015254409194716977, -0.02345223191918598, -0.11720789555046293, -0.03956084408693843, 0.017618920240137313, 0.02171551130918993, 0.000804237904958427, 0.0040997833841376835, 0.05092603630489773, 0.010734342167981796, -0.024763399010731116, -0.05916011126505004, 0.013965856510266248, -0.015584999747160409, -0.07232196339302593, 0.00037505472492840554, -0.004479492106636624, 0.006297527954706715, -0.043400421945585146, -0.02631447795364592, 0.06060819741752413, 0.06364250307281812, -0.014363453361309238, 0.0452708558489879, 0.02589565556910303, 0.010107092559337616, -0.04670443137486776, -0.054579869016177125, 0.1046515769428677, 0.029628220428195264, 0.019528768439259794, -0.05553832401831945, 0.07381440409355694, -0.06197152224679788, -0.03346837612075938, -0.028401009428004425, 0.045492336774865784, -0.014222729860598015, 0.052605656906962395, 0.028711968515482213, -0.006189175881445408, -0.039265539290176496, 0.017252425456212625, 0.018786909783052072, 0.013216451851702813, -0.07228060687581699, 0.06143035077386432, -0.029247661742071312, -0.07368612289428711, 0.06836203527119425, 0.045540636819269925, -0.06008780002593994, 0.053936791916688286, 0.016778231805397406, -0.006840274158296072, -0.053641265258193016, -0.027871736118363008, 0.025869831843819056, 0.071573406457901, 0.014396547469206981, -0.009195981288535727, -0.07452616840600967, 0.013345200232935086, -0.016935504455533292, 0.049057218349642225, -0.01680893502715561, -0.014038488268852234, -0.022829299352856144, -0.059434341887633, -0.012434359924453828, 0.04231061150009433, 0.01735861397658785, 0.052751378466685615, 0.035937425990899406, 0.0220693277919458, 0.09581007974015342, 0.052584730088710785, 0.04224762465390894, 0.03516049683094025, 0.05461937189102173, 0.027251388049787946, 0.04605957410401768, -0.05316027129689852, 0.07284069102671412, -0.03601164950264825, -0.03515230264100763, 0.024848973895940516, 0.018131214219869837, -0.0005673166467911667, 0.09281168133020401, -0.01841116055018372, 0.04431105674140983, -0.022182180391003687, -0.0011550109031506712, 0.1312924474477768, 0.01592384051117632, 0.011137459174885104, 0.024446219205856323, 0.007765962380088038, -0.043042239215638906, -0.054043336460987725, 0.026125866919755936, -0.05938888258404202, -0.01505894141478671, -0.07235014769766066, 0.025598893976873822, 0.06189072959952884, 0.010129067490601705, 0.0798807301455074, -0.011724631618967073, -0.027017276161738362, 0.04092693328857422, -0.015599953812650509, 0.045602697051233716, -0.018599940256939992, 0.010273827201065918, 0.03422223191915287, -0.06518438417050573, 0.03480341430339548, 0.010534410752976934, 0.05929994355473253, -0.1059915026028951, -0.004690915671138403, 0.0176001051440835, -0.028789587318897247, -0.0008820632776607656, -0.01912516790131728, -0.03659702175193363, 0.02925850057767497, -0.006651972692149381, 0.03585423529148102, 0.004146564590175533, 0.07956291197074784, 0.011424321487235526, 0.06981112021538946, -0.012405176181346178, 0.045626538081301585, 0.03736268056349622, 0.04791162866685125, -0.00340089900419116, 0.024297866853885353, 0.10473044878906673, -0.058053700460328, -0.0478491158121162, 0.02280241163033578, -0.04503581734995047, 0.05154827834727863, 0.04939925236006578, -0.0032965411535567707, 0.024689303762796853, -0.03474749873081843, 0.04177183575100369, 0.0612266067829397, -0.017530236755394273, -0.002992505000697242, 0.038245580780009426, 0.029071697654823463, -0.0017085750199233491, -0.06656611462434132, 0.017400852262249425, -0.032034329863058195, 0.01248814820105003, 0.038716979428297944, 0.026905361666447587, 0.028665946796536446, -0.029912837884492345, 0.0011884293182649547, -0.07279362322555648, -0.018983382317754958, -0.0682681186331643, 0.10368894537289937, -0.006382284530748923, -0.04440281209018496, -0.08117666881945398, -0.030362199578020308, 0.0378638267931011, 0.008926777194978463, -0.008873912919726636, -0.018600086940245494, 0.039435300769077405, -0.04833844924966494, -0.005534950776361964, 0.04187685540980763, -0.00920979937331544, -0.06032300740480423, 0.04529076235161887, -0.017920835289664358, -0.009011213628885647, -0.04398277898629507, -0.011301302079421779, 0.03356585796508524, -0.06062525371089578, 0.010255272189776102, 0.029481254854343004, -0.0019921630672696563, -0.03161581791937351, 0.018223024904727936, 0.028269319277670648, -0.01717748982708953, 0.003151409237438606, 0.03445811424818304, 0.013116849948548608, -0.03361893124464485, 0.11243294345008002, -0.02414778031137151, 0.0009398051123652193, 0.03513648216095236, 0.07822070995138751, -0.06039799335930082, -0.046241684506336846, 0.01664898373888314, -0.022302107587974105, 0.023223551197184458, -0.03896974565254317, 0.02107381272233195, 0.014257466317050986, 0.08389275272687276, 0.06136741447779867, 0.02696629727466239, 0.025725652567214437, 0.03333099941826529, -0.06944898805684513, 0.03385308446983496, 0.03951059985491964, 0.05811662061346902, 0.04349600813455052, -0.02805554157950812, -0.05582492627824346, -0.05247949043081866, 0.04473223413030306, -0.0070410499400976635, 0.01720123179256916, -0.021176138970380027, -0.03261649919052919, -0.02008709663318263, -0.02541356365610328, 0.030320773625539407, -0.02636879589408636, -0.02746961617635356, 0.004731823146964113, 0.05784605319301287, -0.008771000119547049, 0.002482125690827767, 0.03873592014941904, 0.013244514612274038, 0.016256491776504036, 0.039643339812755585, -0.04349886460436715, -0.024448473394537967, -0.025856203503078885, 0.021381820138129923, -0.04026743065979746, -0.07614113349053594, -0.024597936309874058, -0.025117785876823798, -0.007596029369677935, 0.01889244622240464, 0.00006782920617196296, -0.027720228872365422, -0.04852603831224971, -0.045822552094856896, -0.004668864376273834, 0.04860494968791803, -0.00599650407416953, 0.029392837443285517, 0.07024536571568912, 0.046713153935141034, -0.03505657706409693, 0.032767738836507, 0.03666515834629536, -0.06098963278863165, -0.02862372797810369, 0.010534445004951622, 0.05224730529718929, -0.043354966367284455, 0.021389764681872394, 0.020172426477074623, -0.0013402456663445467, 0.03145651849141965, -0.015751932592441637, 0.039305776771571904, -0.024094444130443864, 0.023116414435207844, 0.0010459598803815122, -0.03311869822856453, -0.04304084005869097, 0.035308302380144596, 0.02648943393594689, -0.0433658417314291, -0.030366347067885928, -0.03036927328341537, 0.09163435217407015, -0.007137416861951351, 0.04118875631441673, 0.04462467837664816, 0.0186937279585335, -0.03797590256565147, 0.04514540338681804, -0.008639660534552403, 0.0762030142876837, -0.0134583566751745, 0.022655908277051315, 0.004643273462230961, -0.08652641003330548, 0.013738796567647822, -0.01377079894559251, -0.024995700663162604, -0.030371163143879838, -0.030448109946317144, 0.10791386249992582, -0.030183505473865405, -0.005543621140532196, 0.008693856497605642, -0.04184898133907053, 0.08765134463707606, -0.02371981895218293, -0.06641878601577547, 0.03483888072272142, -0.03773280315928989, -0.0074731065089710886, 0.003471121376302714, 0.023200226844184928, -0.01573064975026581, 0.04564601777949267, 0.021612754712502163, -0.060529693961143494, -0.013140015716392858, -0.07159835886624125, -0.02568271808559075, -0.11435804019371669, 0.06617429562740856, 0.01995501708653238, 0.06415391175283326, 0.008545574770929912, -0.018575870121518772, -0.03251912569006284, 0.016798952232218452, -0.018335888563241396, -0.06809450437625249, -0.019734525406319234, -0.00015986069209045835, 0.061214266137944326, -0.020642005088221695, -0.04399915991557969, 0.0065624537463817335, -0.033284927614861064, 0.116939311226209, 0.06487316679623392, -0.0008064880967140198, 0.0827075880434778, 0.1045238475004832, 0.08511008736160067, -0.02596275084134605, 0.011347602431972822, 0.014439393759756867, -0.038869811635878354, -0.032146183508707, -0.008580799059321484, -0.0341539511250125, 0.011072635081493191, -0.1035624932911661, -0.029690628353920247, -0.0640309527516365, -0.05696413459049331, 0.042117324036856495, 0.07128431068526374, 0.040064464840624064, 0.005983394088010148, -0.00667726600335704, 0.047270469160543546, 0.005897726627558263, -0.0368763098700179, -0.023564390579445496, 0.006459848179171483, 0.009426389351978691, -0.047467888643344246, 0.03504645437674804, -0.005881637114928001, -0.09620188259416157, -0.025261664763092995, -0.04608574716581239, -0.0177506600610084, 0.06423448212444782, 0.03958735977196031, 0.011297762950157953, -0.004669215297326446, -0.002415396169655853, 0.06259037305911382, -0.029752894615133602, -0.0592656247317791, -0.01600239688478824, 0.04226608822743098, -0.011972974494306577, -0.012937591902704703, -0.006532240995309419, 0.014907695611731874, -0.002943116544176721, 0.03677781733373801, -0.04577133432030678, -0.011399532060345842, 0.029993985469142597},
}