static_10k_weights.py

#!/usr/bin/env python3
"""
ByteCNN-10K Static Weights - Ultra-Lightweight
10,009 parameters, 78.97% validation accuracy
Maximum speed for Cloudflare Workers
Generated: 2025-09-06 08:28:07
"""

# Model configuration
MODEL_INFO = {
    "name": "ByteCNN-10K-UltraLight",
    "version": "1.0.0",
    "parameters": 10009,
    "accuracy": 0.7897,
    "size_kb": 40,
    "architecture": "embed12_conv40_dense128"
}

# Embedding weights [256, 12]
EMBEDDING_WEIGHT = [
    [0.025560196489095688, 0.009785407222807407, 0.26928260922431946, -0.025924067944288254, 0.02851821668446064, -0.051084019243717194, 0.09812602400779724, 0.09931814670562744, 0.09523122012615204, 0.013151416555047035, -0.05832590162754059, 0.09966155886650085],
    [0.1642162799835205, 0.18040341138839722, -0.09436064213514328, -0.04223417490720749, -0.006178783252835274, 0.10283122211694717, -0.05223922058939934, -0.00920746847987175, 0.01024634763598442, 0.07547208666801453, 0.08338690549135208, 0.10038544237613678],
    [0.015066949650645256, 0.12869946658611298, 0.0358998104929924, -0.12239949405193329, 0.0841100737452507, 0.030358856543898582, 0.16496093571186066, 0.11047712713479996, 0.02846364863216877, -0.06512972712516785, 0.04123011976480484, 0.04174177348613739],
    [0.09546812623739243, 0.10106347501277924, 0.07539315521717072, 0.09579481184482574, -0.029553091153502464, 0.22465550899505615, 0.0709681510925293, 0.16890764236450195, 0.05423334240913391, 0.01550290547311306, 0.052513133734464645, -0.0422946959733963],
    [-0.0013497922336682677, 0.01955978013575077, 0.09251969307661057, 0.010273762047290802, 0.07982878386974335, -0.2003195881843567, -0.20235319435596466, 0.01051082368940115, 0.1642242819070816, 0.011662956327199936, 0.0014062162954360247, 0.10233370959758759],
    [-0.04913565143942833, 0.09436506032943726, 0.1743345856666565, -0.0036287407856434584, 0.039459649473428726, 0.08648146688938141, 0.11402668058872223, 0.1853547990322113, 0.013908382505178452, -0.05017159506678581, 0.03868476673960686, 0.0546874925494194],
    [-0.026569543406367302, -0.15124963223934174, -0.13853463530540466, -0.0965193510055542, -0.010666520334780216, 0.0417165607213974, -0.11722027510404587, 0.005152449943125248, -0.06112628057599068, -0.0005725955124944448, 0.1437358558177948, -0.14971773326396942],
    [0.09512525051832199, 0.12943615019321442, -0.1456661969423294, -0.023309865966439247, 0.04101518541574478, -0.039159368723630905, -0.0216903667896986, -0.12084436416625977, -0.033047959208488464, -0.04973495379090309, 0.10380473732948303, 0.027732323855161667],
    [-0.03463705629110336, -0.0389917828142643, -0.025208687409758568, 0.027674857527017593, -0.03018243983387947, 0.09484727680683136, -0.05784934014081955, 0.1198674887418747, -0.01039030496031046, -0.05343489348888397, 0.01562638208270073, -0.059496358036994934],
    [-0.1213698461651802, -0.009191276505589485, -0.03470156714320183, 0.04761974513530731, 0.09519758075475693, 0.18944847583770752, 0.04453127831220627, 0.11595004051923752, 0.10806173831224442, -0.020859193056821823, -0.07930101454257965, 0.02557850256562233],
    [-0.019943857565522194, 0.11866743862628937, -0.0005377691122703254, -0.019438069313764572, -0.0701722577214241, -0.05059802159667015, 0.008706578984856606, -0.03604477271437645, -0.035720765590667725, -0.08885426819324493, 0.07584525644779205, -0.053234782069921494],
    [0.11072167009115219, 0.06456819921731949, 0.014200625009834766, -0.057157717645168304, -0.008234749548137188, 0.014615417458117008, -0.08541102707386017, 0.03191610053181648, -0.12186401337385178, 0.13298000395298004, -0.03431294113397598, 0.12161579728126526],
    [0.04210902750492096, 0.03990676999092102, -0.07307884842157364, -0.12970547378063202, -0.1539333462715149, 0.19237245619297028, 0.08223560452461243, 0.038834843784570694, -0.11609944701194763, 0.06749773025512695, 0.0005003839614801109, -0.06825258582830429],
    [-0.07373783737421036, -0.06319637596607208, 0.10105753690004349, 0.009392116218805313, -0.0075225564651191235, 0.04204387217760086, 0.0029961755499243736, -0.07842282205820084, -0.2031790018081665, -0.02357095293700695, 0.05364539474248886, -0.0755060613155365],
    [0.029116835445165634, -0.06676167994737625, 0.008069162257015705, 0.08926901966333389, 0.05225392058491707, 0.028650077059864998, 0.06038918346166611, -0.14348669350147247, 0.007803387939929962, 0.06829798966646194, 0.0901506319642067, -0.13180561363697052],
    [-0.14159627258777618, 0.0274160485714674, -0.09790727496147156, -0.026970183476805687, 0.037271324545145035, 0.012211424298584461, 0.021244332194328308, 0.006084529682993889, 0.07939109206199646, -0.14463728666305542, 0.04037494584918022, 0.017318347468972206],
    [0.12851782143115997, 0.13453012704849243, 0.2291693389415741, 0.06471049785614014, 0.3294360041618347, 0.03710920736193657, 0.4147624969482422, 0.13323348760604858, 0.13012529909610748, 0.26418671011924744, 0.17843669652938843, 0.29577410221099854],
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    [0.11271091550588608, -0.01988164149224758, -0.08425948768854141, -0.0611102320253849, -0.17627547681331635, 0.1787245124578476, 0.03749417886137962, 0.05254236236214638, -0.03568633273243904, -0.02290688455104828, -0.14431367814540863, -0.13172966241836548],
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    [-0.08673123270273209, -0.27503225207328796, -0.1438770443201065, -0.23192618787288666, 0.1999325156211853, 0.2530408799648285, -0.004388938192278147, 0.0043159183114767075, -0.14610373973846436, 0.05225170776247978, -0.06783182173967361, -0.20621676743030548],
    [0.02194061130285263, -0.031143754720687866, -0.09198451042175293, 0.03892125189304352, -0.02302265167236328, 0.11461573839187622, -0.05515627562999725, -0.09692724049091339, -0.07584036886692047, 0.017812063917517662, -0.07245226949453354, -0.08064600080251694],
    [0.03816595301032066, -0.07843945920467377, -0.0356263592839241, -0.10606330633163452, 0.15156467258930206, -0.0016439307946711779, 0.11051454395055771, -0.06097763404250145, -0.07954162359237671, 0.16249676048755646, -0.04408906027674675, -0.07657808065414429],
    [-0.03967055305838585, 0.012228650040924549, -0.19264726340770721, -0.08178357034921646, -0.22710388898849487, 0.00988509226590395, -0.0660301074385643, -0.03708841651678085, 0.00632590102031827, -0.013091969303786755, 0.0664379671216011, -0.1384182572364807],
    [0.13473741710186005, -0.17360331118106842, 0.059251487255096436, 0.08219873160123825, -0.05376719683408737, 0.041111722588539124, 0.05415354296565056, 0.135765939950943, 0.14488205313682556, 0.009325090795755386, 0.02036472037434578, 0.15855371952056885],
    [0.006285807117819786, 0.023438679054379463, -0.03073655255138874, 0.09799312055110931, -0.025592975318431854, -0.013758515007793903, -0.08782617747783661, 0.10667938739061356, -0.03245434910058975, -0.09839558601379395, -0.1215893030166626, 0.18641231954097748],
    [-0.07039953768253326, -0.17859052121639252, -0.0333862267434597, -0.06065109744668007, -0.06925550848245621, -0.239714115858078, -0.0349043570458889, 0.02479432336986065, -0.021929586306214333, 0.012982051819562912, -0.12170665711164474, -0.05075983330607414],
    [-0.03118002414703369, -0.04842684417963028, -0.0369458943605423, 0.0787140429019928, 0.10778266936540604, 0.046007491648197174, -0.009786974638700485, -0.0582885779440403, -0.07070845365524292, -0.068750761449337, 0.07753583043813705, -0.02136642299592495],
    [-0.03869478031992912, 0.1098090335726738, 0.011667058803141117, -0.011337795294821262, -0.15095098316669464, 0.12470100820064545, -0.017941812053322792, 0.052787330001592636, 0.10596462339162827, 0.04276684299111366, 0.004485680256038904, 0.015520981512963772],
    [-0.06268326193094254, -0.010295042768120766, 0.062155190855264664, -0.02678799070417881, -0.11357758939266205, -0.12177827209234238, 0.02473992295563221, 0.03175727650523186, 0.06493082642555237, 0.049655597656965256, -0.05830272287130356, 0.071281798183918],
    [-0.13810768723487854, 0.005089912097901106, -0.03802467882633209, -0.044732220470905304, 0.023537643253803253, -0.10929019004106522, -0.04305236414074898, -0.03602799028158188, 0.0048902928829193115, -0.10208173841238022, 0.04552774503827095, 0.026661086827516556],
    [-0.057325106114149094, 0.05543934181332588, 0.09683024883270264, -0.05114494264125824, 0.043437208980321884, 0.04688095673918724, -0.08271682262420654, -0.13657158613204956, -0.05541834607720375, -0.06840693950653076, -0.04045640677213669, -0.0005709132528863847],
    [0.036151982843875885, -0.09985750913619995, 0.058586783707141876, 0.10345406830310822, 0.013420851901173592, -0.013115395791828632, -0.028460249304771423, 0.21083015203475952, 0.0501924604177475, -0.018932105973362923, 0.04022230580449104, -0.0460103303194046],
    [-0.16349028050899506, -0.047193754464387894, -0.04603751748800278, -0.05133127048611641, -0.08010130375623703, 0.008850201964378357, 0.0031020711176097393, 0.04296025633811951, 0.03777949512004852, 0.058769989758729935, 0.172194704413414, -0.025681113824248314],
    [0.0014511441113427281, 0.09323032945394516, -0.07753562182188034, 0.03793347254395485, 0.08829806745052338, 0.1365346908569336, -0.05926569178700447, 0.20944231748580933, -0.07905993610620499, 0.05651577189564705, 0.03838260471820831, 0.03268806263804436],
    [0.05030747503042221, 0.20843622088432312, -0.07812388241291046, -0.0735776275396347, 0.04890966787934303, 0.07417257130146027, 0.011321023106575012, -0.014658969826996326, 0.16208907961845398, -0.03911934420466423, 0.01990812085568905, 0.04983222484588623],
]

# Conv1 weights [40, 12, 3] - BatchNorm folded
CONV1_WEIGHT = [
    [[0.1548503190279007, 2.5239450931549072, -1.7706348896026611], [-0.4631967544555664, 1.0137019157409668, -1.9349980354309082], [-0.7747690081596375, -0.6165183782577515, -1.9220669269561768], [-0.6752756237983704, -3.5680630207061768, -0.965217649936676], [-1.128585934638977, -0.08762342482805252, 0.4232460558414459], [0.6430560350418091, 1.1867668628692627, -0.12235073745250702], [0.13601161539554596, -0.8121159672737122, -0.5888513922691345], [-0.16373880207538605, 0.6754190921783447, -1.7122348546981812], [-0.8190146088600159, -1.6968162059783936, -0.6623103022575378], [-0.43864646553993225, -1.8947898149490356, -0.8766608834266663], [0.6673051118850708, 1.281851887702942, -0.12232494354248047], [-0.8793139457702637, -0.18265986442565918, 1.4307866096496582]],
    [[0.48463743925094604, -3.115912914276123, 1.3876090049743652], [0.2800237834453583, 1.5998778343200684, 1.939488172531128], [-0.854898989200592, -0.04925668239593506, -0.1877187192440033], [-0.6025694012641907, 0.03768560290336609, -2.1327462196350098], [-1.0320156812667847, -0.3873502314090729, -2.529343366622925], [0.1590307354927063, 2.592292070388794, -0.5671948790550232], [3.6209120750427246, -0.9551026225090027, -0.8902226686477661], [0.8053389191627502, -1.094773292541504, -0.021335195749998093], [-2.442626714706421, 3.26094388961792, 3.5087828636169434], [2.5691826343536377, -1.938888669013977, 0.11413353681564331], [-0.6777521371841431, 2.846536874771118, -2.5486955642700195], [3.01086163520813, 0.39883050322532654, -2.601355791091919]],
    [[-1.0603880882263184, 0.1684832125902176, 1.800191879272461], [0.2656274139881134, -0.9420565962791443, 2.570221185684204], [-0.5035006403923035, 1.6727999448776245, 0.007607656065374613], [0.05745401605963707, -1.1863720417022705, 0.10192928463220596], [2.48624324798584, -0.7141162753105164, -2.2924256324768066], [-0.6866744756698608, -2.1952340602874756, 0.169625923037529], [2.2642993927001953, 0.2940921187400818, -0.6351821422576904], [-2.3768258094787598, -0.7315776348114014, -0.23103851079940796], [-1.3835664987564087, -2.5895259380340576, -2.1696040630340576], [1.8642009496688843, 3.7318620681762695, -0.6184285879135132], [0.573436975479126, 2.299696207046509, 4.041393280029297], [0.4796135723590851, 1.2499253749847412, -0.9112818837165833]],
    [[-0.6820738911628723, 0.2739582061767578, 1.09403395652771], [-0.6350799798965454, 0.09567390382289886, -0.6174554228782654], [1.427977204322815, 0.46602869033813477, 1.619696021080017], [-0.022838804870843887, -0.4822433888912201, 0.2812449336051941], [-0.4782542586326599, -1.7937601804733276, 0.9328783750534058], [-0.10182958096265793, 0.8445019125938416, 0.6821162700653076], [0.8166704773902893, 1.1818995475769043, 1.107424259185791], [1.0906240940093994, 1.1986502408981323, 0.3177001178264618], [1.3750735521316528, 0.5345548987388611, 0.14563913643360138], [-0.7249117493629456, 0.03034048341214657, 1.1549032926559448], [-0.004763994365930557, -0.21372489631175995, -1.4817699193954468], [-0.19329454004764557, 0.9758146405220032, 3.0375630855560303]],
    [[-0.04743907228112221, 0.5466227531433105, 2.3071184158325195], [0.42014995217323303, -0.784999430179596, 0.25319504737854004], [0.13165070116519928, 0.37792646884918213, 1.5492162704467773], [-0.6209905743598938, -0.5923401117324829, -0.45994502305984497], [-1.2258714437484741, 0.6324509978294373, 2.476003408432007], [-2.3840649127960205, -1.2770780324935913, 0.5921639800071716], [1.183409333229065, 1.7778217792510986, 0.2589643597602844], [-1.2901090383529663, 2.040867567062378, 3.6741652488708496], [-0.05388571321964264, -1.234878659248352, 2.4206223487854004], [-0.47860023379325867, 0.10303261876106262, 1.0595749616622925], [0.321161150932312, -1.0220046043395996, -0.5280911326408386], [-0.8980401158332825, 0.7142199873924255, 1.0382158756256104]],
    [[3.9225802421569824, 1.705570936203003, 0.662814736366272], [-1.325944185256958, 0.8092572093009949, -1.2869200706481934], [1.0125017166137695, 2.142422914505005, -0.8694256544113159], [0.5908690094947815, 2.029900074005127, -0.6457186937332153], [-2.255825996398926, 1.8119206428527832, -1.9902987480163574], [1.9865953922271729, 1.9089877605438232, 1.4585340023040771], [0.35971707105636597, 3.36236310005188, -0.012326267547905445], [-0.5658101439476013, 0.16520343720912933, 0.7188666462898254], [-0.16495050489902496, -0.9695369601249695, -2.363104820251465], [1.8162676095962524, -0.315236359834671, 1.3932725191116333], [-2.8067471981048584, 0.5365922451019287, -1.1487456560134888], [-2.3040902614593506, -2.919152021408081, -0.08545070141553879]],
    [[0.7992734313011169, -1.268417477607727, -1.8024460077285767], [-2.898787021636963, -0.053139545023441315, 1.6148114204406738], [-1.1315932273864746, 1.1016091108322144, 1.3260670900344849], [3.3844754695892334, -0.23103971779346466, -0.9902744293212891], [1.661451816558838, -0.8334900140762329, -0.48336556553840637], [4.067281246185303, -2.6822948455810547, 0.42069604992866516], [1.3520225286483765, -1.8596493005752563, 1.8106456995010376], [-0.9455424547195435, -1.6082334518432617, 0.15717577934265137], [-1.105136513710022, 0.6448847055435181, -1.5306990146636963], [0.7011252045631409, -1.8644009828567505, 0.10026668757200241], [1.2673677206039429, -1.061871886253357, 1.0367950201034546], [-1.2765902280807495, 1.8336701393127441, 3.5197243690490723]],
    [[-2.322416067123413, -2.414776563644409, 0.651681661605835], [0.7492142915725708, 0.9797827005386353, -2.556718111038208], [-0.7774508595466614, -2.051631212234497, -0.17961682379245758], [0.9991773366928101, 1.054695725440979, -0.3191783130168915], [0.3579829931259155, 1.8775924444198608, 1.207090973854065], [0.03697042539715767, -1.1273984909057617, -1.9980167150497437], [-1.3308866024017334, -1.0454559326171875, 0.33307796716690063], [-1.242587685585022, -1.1086573600769043, -2.492201566696167], [0.5758472681045532, 0.8973860740661621, 0.5689258575439453], [-0.8887181282043457, -1.4591104984283447, -0.822250485420227], [0.35299769043922424, 2.8288607597351074, 0.48771318793296814], [1.1736998558044434, -0.7592699527740479, 0.6810611486434937]],
    [[0.8136876225471497, -1.0632245540618896, 1.8557542562484741], [-0.5304291844367981, -4.978582859039307, 0.38408610224723816], [0.163013756275177, -0.37701740860939026, -0.4828281104564667], [-0.27107545733451843, -1.9752881526947021, 2.4775514602661133], [-2.8619396686553955, -0.6786363124847412, -0.6594974398612976], [0.2393070012331009, 1.6611573696136475, 1.8286741971969604], [2.387741804122925, -1.7002954483032227, -0.26743897795677185], [1.3979727029800415, 1.5371719598770142, 1.8912218809127808], [-1.6724753379821777, 1.272814393043518, -0.6209999918937683], [1.6625802516937256, 0.44499385356903076, 0.426676481962204], [1.954707145690918, -0.5586400032043457, 1.298259973526001], [-0.42523840069770813, -1.4979572296142578, 1.8178926706314087]],
    [[-0.6327535510063171, 2.6648612022399902, 0.8720544576644897], [-2.0578815937042236, 2.2936577796936035, -0.43089237809181213], [-1.1780340671539307, -0.6338587999343872, 1.0549993515014648], [1.5922523736953735, 1.0842241048812866, 0.25130853056907654], [0.8112679719924927, 1.8543908596038818, 1.4481090307235718], [1.2812305688858032, -0.8006867170333862, 0.9797331094741821], [2.5039355754852295, 1.3758937120437622, 0.7416171431541443], [0.826671302318573, -2.450695514678955, -2.3964786529541016], [1.9706312417984009, 0.2754254937171936, -3.301124095916748], [-0.041866548359394073, 0.7419092655181885, -0.7996394038200378], [-0.9237107038497925, -1.5978055000305176, 1.509353518486023], [0.6665855050086975, 2.4534189701080322, 0.9919124245643616]],
    [[0.6089093089103699, 0.9159603118896484, 0.8061726689338684], [2.379516839981079, -0.9427556991577148, -0.5342491865158081], [1.139513373374939, -1.267256736755371, -0.39140331745147705], [-0.4155711829662323, -0.20726153254508972, -1.3359171152114868], [2.096442699432373, -1.554793357849121, -2.935896635055542], [-2.0164542198181152, -2.1739954948425293, -0.6336156725883484], [1.7116069793701172, -2.3543357849121094, 1.7136536836624146], [-1.6134155988693237, 2.298848867416382, -3.031135320663452], [-0.11074802279472351, -0.8804202079772949, 1.5108009576797485], [-0.5511682629585266, 2.330383539199829, 1.964098572731018], [3.016423225402832, -3.3167102336883545, 1.2305208444595337], [-1.3768575191497803, -1.520463466644287, -1.3240336179733276]],
    [[-4.121335029602051, 1.8714208602905273, 1.674273133277893], [-1.6977564096450806, -0.8595554828643799, 0.2887222468852997], [-1.8190174102783203, -0.05308137834072113, 0.38685715198516846], [0.7295827269554138, 0.3689512014389038, -0.9519033432006836], [1.544539213180542, 1.0486323833465576, 2.3618175983428955], [0.6236209273338318, 0.041603606194257736, 1.1362018585205078], [0.9150877594947815, 0.887855052947998, -1.9960601329803467], [0.6873002648353577, -2.65185284614563, -0.7202671766281128], [1.8865103721618652, -2.701726198196411, 1.323874831199646], [-0.9692638516426086, -0.19119331240653992, 0.5760384798049927], [1.6953480243682861, 0.6008914113044739, 1.1298996210098267], [0.6121671795845032, 2.2160046100616455, -1.6102453470230103]],
    [[-4.924871444702148, -0.9934569597244263, 1.0195856094360352], [1.1287178993225098, -1.976794958114624, 2.725740909576416], [-1.5234898328781128, 2.088881731033325, -1.922966480255127], [-1.4554146528244019, -0.44177332520484924, -3.1856908798217773], [-2.496767997741699, -1.56777024269104, -4.503147602081299], [0.1696028709411621, 1.3449487686157227, 1.3783897161483765], [0.28740692138671875, -0.07326234132051468, 1.001569390296936], [1.9396783113479614, 1.3679863214492798, -0.7642281651496887], [0.624350368976593, 1.5898810625076294, 0.3689304292201996], [1.053782343864441, -1.277848243713379, -1.8338443040847778], [0.13406476378440857, 1.6307463645935059, -1.5295623540878296], [-1.310997724533081, -0.8025912046432495, -0.7208002805709839]],
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    [[0.13757117092609406, -1.4660660028457642, -1.1935518980026245], [2.397892475128174, -0.38450518250465393, -0.15901188552379608], [-3.955192804336548, 2.0375099182128906, 1.1218221187591553], [-1.0076595544815063, 1.2309916019439697, 3.4456193447113037], [1.96786367893219, -2.558359146118164, 0.3068956136703491], [0.3743666112422943, -0.6987096071243286, 0.7703279256820679], [-1.6412954330444336, -0.4161226451396942, 0.8015901446342468], [-0.961807131767273, -2.105422019958496, -0.1303102672100067], [3.003645181655884, -0.04778914526104927, -2.6999130249023438], [1.266191840171814, 1.9202464818954468, -1.1700072288513184], [-1.4555706977844238, -1.2080546617507935, -1.9498074054718018], [-1.1733628511428833, -0.19586479663848877, 0.5980650186538696]],
    [[-1.2288751602172852, 0.5449913144111633, -2.366865396499634], [0.2386261224746704, 0.6392151117324829, -2.0615386962890625], [-1.7331393957138062, -1.7253236770629883, 1.4879871606826782], [0.874119222164154, -1.3681678771972656, 1.7438886165618896], [3.0124919414520264, -4.089012622833252, 1.4703788757324219], [4.36403751373291, -4.272446632385254, 0.20795539021492004], [-0.24950580298900604, 1.8861063718795776, 0.4572693705558777], [2.4927151203155518, 1.8385101556777954, 1.508554220199585], [-1.294393539428711, -1.0424833297729492, 4.386014938354492], [-0.8013113737106323, -0.01327800378203392, -1.407148838043213], [2.564542293548584, -3.021778106689453, -0.38587313890457153], [-2.078674793243408, 1.249648928642273, -0.9011432528495789]],
    [[-1.9602161645889282, 2.6843810081481934, 2.3579955101013184], [0.791695237159729, -2.840104818344116, 1.2234750986099243], [-1.6151750087738037, 1.5553255081176758, 1.3395341634750366], [4.557748317718506, -2.459106922149658, -1.9456095695495605], [-0.35578033328056335, 2.0081048011779785, 4.095191955566406], [1.306700348854065, -2.5364630222320557, 0.5683220624923706], [-2.2399866580963135, -0.5659279823303223, 1.538387656211853], [0.8220061659812927, 1.2072299718856812, -1.8628441095352173], [-2.455411672592163, 0.5232112407684326, -0.7847673296928406], [1.9964544773101807, -1.1246259212493896, 0.16901007294654846], [1.0927971601486206, -0.10022484511137009, -2.005549430847168], [-1.5722302198410034, -2.042593240737915, 0.15494142472743988]],
    [[-0.2238190472126007, 0.3078116774559021, -2.35868239402771], [1.614790678024292, -1.8187706470489502, 2.313753843307495], [-0.09797658771276474, 1.4978117942810059, -1.1465457677841187], [-1.9567499160766602, 2.2644033432006836, 1.5594861507415771], [-0.34483256936073303, -0.659885048866272, 0.6882128715515137], [0.07080903649330139, -0.8910622000694275, -0.48591890931129456], [-2.697573661804199, -0.45011481642723083, 5.130816459655762], [-4.66549015045166, -3.39605712890625, 0.9274227023124695], [-1.0992282629013062, 3.0494415760040283, -0.48173046112060547], [2.674729585647583, 1.2961640357971191, 0.5458018183708191], [-2.081956386566162, -3.1517302989959717, -2.151623249053955], [1.8740954399108887, 1.0873944759368896, -1.3616455793380737]],
    [[0.7298139929771423, 1.0839033126831055, -1.6582249402999878], [-0.7915196418762207, -1.6845407485961914, 0.6023457646369934], [-2.1232197284698486, -1.169970989227295, 1.5848369598388672], [0.3280504047870636, -0.34185588359832764, -1.9004489183425903], [-0.6223301887512207, -3.387024164199829, -1.779300332069397], [1.881392002105713, -2.7586772441864014, -2.244185447692871], [1.1993383169174194, 2.3455049991607666, -1.012953519821167], [-0.8900284171104431, -1.6352555751800537, -1.2692707777023315], [0.3227646052837372, -2.7270445823669434, -0.8251805901527405], [-3.492668867111206, 0.3140256106853485, -0.2816883623600006], [-0.5538341403007507, 0.29200834035873413, -1.2891749143600464], [1.9295562505722046, 0.3409619927406311, -1.0227733850479126]],
    [[-1.0089974403381348, -1.8445037603378296, -1.167166829109192], [-0.16508358716964722, -2.3608553409576416, 1.8247368335723877], [0.9074077010154724, 1.2712363004684448, -0.16042983531951904], [-0.4053923189640045, -1.887648344039917, -3.2124578952789307], [1.0853116512298584, -1.7754864692687988, 1.643039345741272], [-0.4059865474700928, -1.2037914991378784, 2.824948787689209], [5.534256458282471, -1.0444164276123047, -0.49370861053466797], [-2.7083017826080322, 3.185732364654541, -0.0828363448381424], [-0.6023982167243958, -4.383203983306885, -0.22755582630634308], [3.041386365890503, 2.7518393993377686, 1.6769274473190308], [1.6676288843154907, -0.8575276136398315, -4.291533470153809], [-2.3576905727386475, 0.7222743034362793, -1.3347008228302002]],
]

# Conv1 bias [40] - BatchNorm folded
CONV1_BIAS = [1.0389848947525024, -0.19750256836414337, 0.20802275836467743, -1.6212525367736816, -1.404388189315796, -0.06326596438884735, -0.14592063426971436, 0.9555285573005676, 0.07217879593372345, -0.3537972569465637, 0.17280252277851105, 0.4947870671749115, 0.257736474275589, 0.44175097346305847, -0.24271146953105927, -0.22314563393592834, 0.24577035009860992, 0.6322605609893799, -0.34802839159965515, 0.5736650824546814, -1.1624815464019775, -0.036521993577480316, -0.1492639183998108, 0.41010409593582153, 0.10018640756607056, -0.9611356258392334, 0.14695394039154053, 0.8841331601142883, -1.2043601274490356, -1.2723937034606934, 0.7177079916000366, 0.45406055450439453, -1.037394404411316, -0.04662784934043884, 0.4436742663383484, -0.167219877243042, -0.04943855106830597, -0.30872252583503723, 0.44478273391723633, -0.4400133192539215]

# Classifier weights [128, 40]
CLASSIFIER_WEIGHT = [
    [-0.08938723802566528, 0.04232371225953102, -0.004811285063624382, -0.06560423970222473, -0.004956499207764864, -0.09273260086774826, -0.10807643830776215, -0.1728741079568863, -0.07692579180002213, -0.054677050560712814, -0.1877966970205307, 0.04750172793865204, -0.04543333128094673, -0.09242549538612366, -0.06135919690132141, 0.09816370904445648, 0.0018185927765443921, 0.08995427191257477, 0.012291268445551395, 0.022322891280055046, 0.12988406419754028, 0.15413939952850342, -0.08037801086902618, -0.08442002534866333, -0.16366568207740784, 0.21728739142417908, -0.1761091947555542, -0.08805100619792938, 0.17765015363693237, 0.14451874792575836, -0.08609464764595032, 0.061788223683834076, -0.307828426361084, 0.06487260013818741, -0.057770729064941406, -0.06405723839998245, -0.02633403055369854, -0.2806820273399353, -0.04149554297327995, -0.08107301592826843],
    [0.018058257177472115, -0.07265344262123108, 0.16451594233512878, -0.05649275332689285, 0.10203283280134201, 0.07773459702730179, -0.02495906688272953, 0.034149058163166046, -0.20352815091609955, -0.005268043372780085, -0.04325520247220993, 0.19111207127571106, -0.00454348511993885, 0.05854788050055504, 0.08789725601673126, -0.03236926719546318, -0.0019554030150175095, 0.12555983662605286, 0.08573272824287415, -0.08502683788537979, -0.1758268177509308, 0.021300753578543663, -0.0030073293019086123, -0.2475549280643463, -0.029085293412208557, -0.005561746656894684, -0.20716111361980438, -0.027264785021543503, -0.10836903750896454, 0.11311277002096176, -0.19860288500785828, -0.006943030282855034, 0.0994892343878746, -0.10254856199026108, -0.08423535525798798, -0.024067794904112816, 0.08604135364294052, -0.13747677206993103, 0.03704056888818741, -0.1528247594833374],
    [-0.07828905433416367, -0.11408944427967072, -0.05705287680029869, -0.19120188057422638, 0.056645385921001434, 0.01044945977628231, 0.12290316820144653, 0.0329456701874733, -0.07913454622030258, 0.0072410800494253635, -0.13948765397071838, -0.12724757194519043, 0.13772138953208923, -0.13814939558506012, -0.11253765970468521, 0.005019808188080788, -0.009518097154796124, -0.07101420313119888, 0.1474887579679489, -0.08013957738876343, -0.10822723060846329, 0.1193549633026123, -0.13708797097206116, -0.09381812810897827, -0.08793732523918152, -0.07724040746688843, -0.04777618125081062, 0.053987983614206314, 0.05846697837114334, -0.13719025254249573, -0.08098182082176208, -0.012053760699927807, 0.1282774806022644, 0.05179698020219803, 0.08755030483007431, -0.019676711410284042, 0.14626161754131317, -0.07553960382938385, 0.13409912586212158, -0.05990007892251015],
    [0.024819929152727127, 0.19207648932933807, -0.1904137134552002, 0.10768585652112961, 0.18386615812778473, 0.08502831310033798, -0.12563106417655945, -0.11043480783700943, 0.06594080477952957, 0.09179709106683731, -0.0596894845366478, 0.03746416047215462, -0.09214496612548828, -0.03744206950068474, 0.1479085087776184, -0.03324921056628227, 0.16540038585662842, -0.1597970873117447, 0.0679718405008316, -0.11239020526409149, 0.10262665152549744, 0.17960084974765778, -0.03379341959953308, -0.03018869459629059, -0.09662441909313202, -0.19240164756774902, 0.11655732244253159, -0.10022124648094177, -0.07746759057044983, -0.0768732950091362, -0.17774656414985657, -0.19679772853851318, -0.21163076162338257, 0.04474322125315666, -0.16727854311466217, 0.11987175047397614, 0.09798100590705872, 0.09422033280134201, 0.04630230739712715, 0.2732144892215729],
    [-0.09723054617643356, -0.1168450117111206, -0.3006035387516022, -0.13472378253936768, 0.16056552529335022, -0.029017113149166107, -0.0705794170498848, -0.11373042315244675, -0.08056172728538513, 0.07520810514688492, -0.02092638984322548, -0.05572953075170517, 0.13785336911678314, -0.06169755011796951, -0.06600794941186905, 0.005541143007576466, 0.0212895255535841, -0.02135755866765976, -0.22609536349773407, -0.08751822263002396, 0.009399850852787495, -0.06874258816242218, 0.011772161349654198, 0.12028671056032181, -0.04269494488835335, -0.18854540586471558, 0.04822448268532753, -0.08017457276582718, -0.14306515455245972, 0.03934769332408905, -0.07689094543457031, -0.06504883617162704, -0.09352726489305496, -0.25328510999679565, -0.047696247696876526, 0.13687960803508759, 0.11568689346313477, -0.07842916250228882, 0.0010603773407638073, -0.14521367847919464],
    [-0.15349186956882477, 0.1782115250825882, 0.01674451120197773, 0.27226683497428894, 0.0782584622502327, -0.14125743508338928, 0.13110867142677307, -0.030753284692764282, 0.018080521374940872, 0.017179539427161217, -0.0037091984413564205, -0.09095166623592377, -0.10275141149759293, 0.1475650668144226, 0.10983919352293015, 0.07596966624259949, 0.07230966538190842, -0.054378073662519455, -0.0025601452216506004, 0.016393017023801804, 0.02109498716890812, 0.07244414836168289, 0.022282799705863, -0.19040647149085999, -0.0636540874838829, -0.07602792978286743, -0.04473912715911865, -0.11405935883522034, -0.05852782726287842, -0.10804525762796402, -0.17475880682468414, -0.1660584956407547, -0.07724723219871521, 0.17257973551750183, -0.10356619209051132, 0.14080432057380676, -0.003924358636140823, 0.25507721304893494, -0.09693001955747604, 0.04447498172521591],
    [0.0746365487575531, -0.12194868922233582, 0.16938389837741852, -0.3315638601779938, -0.23075734078884125, 0.034877147525548935, 0.008814328350126743, 0.23978030681610107, -0.049306489527225494, -0.09929060190916061, 0.17789463698863983, 0.03097735159099102, 0.05984055995941162, -0.09531752020120621, -0.0884866788983345, -0.07649446278810501, -0.15291866660118103, 0.07183694839477539, -0.09228444844484329, 0.1463240534067154, 0.26335063576698303, -0.09320615977048874, -0.03143525868654251, 0.04894685372710228, 0.10054503381252289, 0.06474150717258453, 0.020060531795024872, 0.2041465938091278, 0.19874639809131622, 0.07435424625873566, 0.20185978710651398, -0.06896614283323288, 0.07898872345685959, -0.24600178003311157, 0.007838810794055462, -0.18460994958877563, 0.06901505589485168, -0.09868646413087845, 0.02719106152653694, 0.050290144979953766],
    [-0.11547879129648209, -0.10074655711650848, -0.03244948014616966, 0.13302285969257355, -0.093594491481781, -0.040377065539360046, 0.08221132308244705, -0.10924316197633743, 0.09161972999572754, -0.10496503114700317, -0.03756103664636612, -0.02459057793021202, 0.010648803785443306, -0.07617577165365219, 0.1282307356595993, 0.08265560865402222, 0.05856737494468689, -0.058002252131700516, -0.12633490562438965, -0.1333654522895813, 0.006111680530011654, 0.004503021948039532, -0.014500094577670097, -0.20335406064987183, 0.11235017329454422, -0.0036033131182193756, -0.04633688926696777, -0.10724695026874542, 0.011733276769518852, -0.11400818079710007, -0.12486554682254791, 0.0844501256942749, 0.21051636338233948, -0.049146126955747604, 0.039310604333877563, -0.05022785812616348, -0.06555536389350891, -0.10862180590629578, 0.19241024553775787, -0.056413911283016205],
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    [-0.1511489897966385, -0.05026150494813919, -0.13770319521427155, -0.22565513849258423, 0.04203249141573906, -0.11797866225242615, -0.21588677167892456, 0.32787057757377625, 0.0956706628203392, -0.09101766347885132, -0.07473168522119522, -0.18897922337055206, -0.042748868465423584, 0.14262235164642334, -0.14107228815555573, -0.0828223004937172, -0.15702390670776367, -0.019957318902015686, -0.1138274297118187, 0.09000825881958008, -0.01466679573059082, -0.12988199293613434, -0.04650374501943588, 0.11980320513248444, 0.06927338242530823, -0.10180499404668808, -0.17440591752529144, -0.05154114589095116, 0.2362516224384308, -0.14146289229393005, 0.07307470589876175, -0.15344730019569397, -0.09118803590536118, 0.014082178473472595, 0.15596386790275574, -0.03654983267188072, -0.09832315891981125, 0.02144915610551834, 0.09881507605314255, -0.08049831539392471],
    [0.008916779421269894, 0.15615543723106384, -0.18303057551383972, 0.2301904559135437, -0.004122317768633366, -0.06107243895530701, -0.007806470151990652, 0.0077338931150734425, -0.017338678240776062, -0.05873538926243782, -0.042366769164800644, -0.1119764968752861, -0.05952927842736244, 0.06131713464856148, 0.14601826667785645, 0.049393318593502045, 0.02566966600716114, -0.15776877105236053, 0.29338738322257996, 0.03735910728573799, -0.04535611346364021, 0.007117214147001505, 0.15833933651447296, -0.025698382407426834, -0.020675307139754295, 0.05105289816856384, 0.10457818955183029, -0.22835145890712738, -0.12768715620040894, -0.12847216427326202, 0.04334687069058418, 0.03896915912628174, -0.21124349534511566, 0.1130933091044426, -0.1896119862794876, 0.05670662224292755, 0.008591602556407452, 0.20999029278755188, -0.2157663106918335, 0.34239810705184937],
    [-0.04531434550881386, 0.06980598717927933, 0.11508532613515854, 0.13892261683940887, -0.024973558261990547, -0.12629112601280212, 0.004874550271779299, 0.14610037207603455, -0.04835674166679382, 0.0074735162779688835, -0.03366312012076378, 0.17873640358448029, -0.029872572049498558, 0.03632749989628792, -0.022118378430604935, -0.062052227556705475, 0.06297657638788223, -0.006566242780536413, -0.03243117406964302, -0.14696002006530762, 0.026590673252940178, 0.08807523548603058, 0.005283085163682699, -0.1538069248199463, -0.07660592347383499, -0.06110606715083122, -0.311597615480423, -0.079792819917202, 0.0314265713095665, 0.016064755618572235, 0.049510981887578964, -0.24428629875183105, 0.04282911494374275, -0.09352356195449829, -0.17115432024002075, 0.13109366595745087, 0.012977567501366138, -0.0899849534034729, 0.004940734710544348, 0.010571788065135479],
    [-0.20836879312992096, 0.2447691410779953, -0.24595215916633606, 0.10992567986249924, 0.18016354739665985, -0.1726129949092865, -0.1366007924079895, -0.14179274439811707, -0.028921350836753845, 0.15920668840408325, -0.035899411886930466, 0.11959835886955261, -0.11488611251115799, -0.11766840517520905, 0.1782759130001068, 0.00623217411339283, 0.09960932284593582, -0.12418289482593536, 0.08870065957307816, 0.042117100208997726, 0.015071524307131767, -0.33878740668296814, 0.22557903826236725, -0.10698698461055756, -0.1336870789527893, -0.12007840722799301, 0.23302970826625824, -0.14963692426681519, -0.30190038681030273, -0.11103586852550507, -0.0015291684539988637, 0.04082818701863289, 0.0063759684562683105, 0.009276668541133404, -0.0186467282474041, 0.3158508241176605, 0.25160661339759827, 0.041768673807382584, 0.05396493896842003, 0.19819438457489014],
    [-0.006404654588550329, 0.004826112650334835, 0.2191961407661438, -0.2750745415687561, -0.06974482536315918, 0.1681928038597107, 0.1536620706319809, 0.23751574754714966, -0.06515622138977051, 0.06615587323904037, 0.05264156311750412, 0.11240586638450623, -0.015841152518987656, 0.13692112267017365, -0.09247520565986633, -0.07952861487865448, -0.14285892248153687, 0.07396774739027023, -0.07968790829181671, 0.07181693613529205, 0.24037189781665802, -0.18962910771369934, -0.17274145781993866, 0.12154683470726013, 0.03422938659787178, 0.09119301289319992, -0.08943196386098862, 0.05818755552172661, 0.16468489170074463, 0.2063477486371994, -0.05302484333515167, 0.20304572582244873, 0.047497160732746124, -0.14136789739131927, 0.05216996744275093, -0.1522391438484192, -0.20692229270935059, -0.1046232208609581, 0.15039609372615814, -0.0942903533577919],
    [-0.029829833656549454, -0.03369970992207527, -0.02200518175959587, 0.06003103032708168, -0.16823725402355194, -0.13051629066467285, -0.07145904749631882, 0.003398945089429617, -0.0627608522772789, -0.10323802381753922, 0.04590151458978653, 0.12321051955223083, 0.0838940441608429, 0.039924073964357376, -0.15053576231002808, -0.1539403349161148, -0.027116850018501282, -0.016178954392671585, -0.05573234707117081, -0.00697214575484395, -0.055988915264606476, -0.13214989006519318, 0.16175037622451782, 0.04768146947026253, -0.02734108828008175, 0.023292148485779762, 0.06943655759096146, 0.12520021200180054, 0.04010792449116707, 0.09776802361011505, 0.07143820077180862, -0.18783459067344666, -0.1279577910900116, 0.005017692688852549, -0.047889143228530884, -0.04423382133245468, 0.0028211516328155994, -0.028820369392633438, -0.21163387596607208, -0.06691493839025497],
]

# Classifier bias [128]
CLASSIFIER_BIAS = [0.0, -0.010447083041071892, -0.016792960464954376, -0.06951815634965897, -0.02667630836367607, -0.06174135208129883, 0.07598641514778137, 0.0, 0.05957856774330139, 0.036054499447345734, -0.025374773889780045, -0.023359589278697968, -0.033952560275793076, 0.06980693340301514, -0.04166737571358681, -0.004177719820290804, -0.07144173234701157, -0.012784866616129875, 0.0, -0.030302876606583595, -0.029897181317210197, -0.010752765461802483, 0.04941954091191292, -0.012690266594290733, -0.08652056008577347, 0.044982459396123886, 0.04233361408114433, -0.04932715743780136, -0.07387988269329071, -0.10743321478366852, 0.06290008872747421, -0.04357915371656418, -0.14608648419380188, 0.05198071151971817, -0.08738713711500168, 0.05677613988518715, 0.039475008845329285, -0.03776422515511513, 0.04715632274746895, 0.0530652217566967, 0.0, -0.015321667306125164, -0.016229690983891487, 0.02145380713045597, 0.06072791665792465, 0.004128978122025728, 0.0, -0.08707380294799805, 0.04210028052330017, -0.04721587151288986, 0.0, 0.05218401178717613, -0.0657452717423439, -0.017658842727541924, -0.059829648584127426, 0.048348575830459595, 0.012795571237802505, -0.01767074503004551, -0.03216343745589256, -0.06986234337091446, 0.0, -0.019666625186800957, -0.06790518015623093, 0.03658328950405121, 0.0, 0.04923643171787262, -0.07541224360466003, 0.03965846449136734, 0.0, 0.0, 0.06905800849199295, 0.056394826620817184, -0.040330179035663605, -0.07887997478246689, -0.019327087327837944, -0.013034592382609844, -0.05248701199889183, -0.07860910147428513, -0.0556381493806839, 0.05445889011025429, 0.06588663160800934, -0.02191431261599064, -0.011529577895998955, -0.02006026916205883, 0.04387395828962326, 0.0, -0.018968699499964714, -0.007380494847893715, 0.06456053256988525, -0.07696074992418289, 0.079716257750988, -0.025251738727092743, -0.026924978941679, -0.05777585878968239, -0.06548434495925903, -0.11204642802476883, -0.015310011804103851, -0.139541357755661, -0.006982448976486921, 0.012818878516554832, -0.013004384003579617, 0.014498027041554451, 0.07219567149877548, -0.003769787959754467, 0.0, -0.05804447829723358, 0.010483626276254654, 0.0, 0.0, 0.0, -0.05624508485198021, -0.01452717650681734, -0.028784850612282753, 0.021258726716041565, -0.016780663281679153, 0.023553403094410896, 0.0, 0.032614659518003464, -0.06905119866132736, 0.023113736882805824, -0.03096619062125683, 0.034466713666915894, -0.027092259377241135, -0.07297831028699875, -0.009727013297379017, -0.0757012814283371, 0.06731522083282471, -0.02175162360072136]

# Output weights [1, 128]
OUTPUT_WEIGHT = [[0.17406849563121796, 0.05723760277032852, 0.10987517982721329, 0.1003219485282898, 0.029525896534323692, 0.1803438663482666, -0.33025696873664856, -0.08505497872829437, -0.09675255417823792, 0.10183597356081009, 0.02208799682557583, 0.047622762620449066, 0.0005914841894991696, 0.6950438618659973, -0.10571079701185226, 0.09781526774168015, 0.20198720693588257, 0.019992252811789513, 0.06225244700908661, -0.04552450031042099, -0.055050358176231384, -0.026645781472325325, -0.1102503314614296, -0.09165620058774948, 0.22062885761260986, -0.007630924228578806, -0.29024624824523926, 0.08609963953495026, 0.19338984787464142, 0.23319920897483826, -0.31548264622688293, 0.18061475455760956, 0.9890355467796326, -0.09829407185316086, 0.39861708879470825, -0.2672782242298126, -0.05085010454058647, 0.006520947907119989, -0.33283647894859314, -0.22994162142276764, 0.20167973637580872, 0.06977048516273499, 0.3351976275444031, 0.4491423964500427, -0.11133501678705215, 0.39208847284317017, -0.1648121029138565, 0.013527318835258484, -0.16065382957458496, 0.3039627969264984, 0.10657637566328049, -0.15127615630626678, 0.08169031143188477, 0.13663481175899506, 0.13998277485370636, -0.06360874325037003, 0.0027153799310326576, 0.13894078135490417, 0.06637543439865112, 0.02411082200706005, -0.04154456406831741, 0.1092519760131836, 0.41399142146110535, -0.0040649003349244595, -0.0705915242433548, -0.4490741789340973, 0.36394909024238586, -0.0949605330824852, 0.08570197224617004, 0.1319047510623932, -0.0406087301671505, -0.2106124311685562, 0.07823964953422546, 0.3850850760936737, -0.14118117094039917, 0.01456819474697113, 0.06459755450487137, -0.0019954654853791, 0.25592371821403503, -0.3328682780265808, -0.12461915612220764, 0.0782359316945076, -0.11229917407035828, 0.16838236153125763, -0.23655350506305695, 0.010996329598128796, -0.040155187249183655, 0.28680145740509033, -0.3560722768306732, 0.09700481593608856, -0.31338921189308167, -0.08174002915620804, -0.07724132388830185, 0.12877121567726135, 0.3885360658168793, 0.5118231773376465, 0.0065752360969781876, 1.4822319746017456, -0.14186784625053406, -0.004884110763669014, 0.003840023884549737, -0.04720477759838104, -0.2429255247116089, -0.026104211807250977, 0.03694729879498482, 0.5243354439735413, -0.013037329539656639, -0.11059954017400742, 0.07088468223810196, -0.11331529915332794, 0.03463783487677574, 0.017432676628232002, 0.9674175977706909, -0.03344718739390373, 0.12725771963596344, 0.06649500131607056, -0.0717395544052124, -0.007640664931386709, 0.025324057787656784, 0.06548076868057251, 0.6090861558914185, -0.00379682588391006, 0.04076299071311951, 0.25175198912620544, 0.03948213532567024, 0.43987971544265747, -0.23553667962551117, -0.0325184129178524]]

# Output bias [1]
OUTPUT_BIAS = [-0.06428146362304688]