github/circomlib-ml
1
1
Fork 0
mirror of https://github.com/socathie/circomlib-ml.git synced 2026-01-09 14:08:04 -05:00
Code Issues Packages Projects Releases Wiki Activity
Files
master
circomlib-ml/models/separableConv2D_input.json
Semar Augusto 418917338a Add separable convolution circuit implementation (#7) 
* add circuits and tests for separable convolution. Circuits do not yet comply with repo`s quantization

* make depthwise circuit compliant with quantization method from repo

* make pointwise circuit compliant with quantization method from repo

* separable convolution test works

* clean up

* fix typos and skip failing test

* clean up duplicated code for depthwise conv

* clean up duplicated code for pointwise conv

* clean up duplicated code for separable conv notebook

* chore: update filename to capital case

---------

Co-authored-by: drCathieSo.eth <socathie@users.noreply.github.com>
2023-11-26 18:53:14 +08:00

1 line
16 KiB
JSON
Raw Permalink Blame History

{"in": [[["0", "0", "0"], ["0", "0", "0"], ["0", "0", "0"], ["0", "0", "0"], ["0", "0", "0"], ["0", "0", "0"], ["0", "0", "0"]], [["0", "0", "0"], ["1101898312568664", "539272487163544", "-666241765022278"], ["-619156837463379", "-228800937533379", "233568146824837"], ["-1113698959350586", "-283837169408798", "460339635610580"], ["-835047245025635", "760480463504791", "322199612855911"], ["1632294058799744", "1663159966468811", "-384602993726730"], ["0", "0", "0"]], [["0", "0", "0"], ["-317656993865967", "-730372726917267", "-496725529432297"], ["572260320186615", "1213732600212097", "1344119548797608"], ["691104650497436", "-1111138582229614", "2364570856094360"], ["874463260173798", "-952373802661896", "2251313686370850"], ["-1539620280265808", "296915680170059", "440355777740478"], ["0", "0", "0"]], [["0", "0", "0"], ["51440779119730", "959049940109253", "-839418649673462"], ["-238562330603600", "-534318208694458", "127474129199982"], ["-103197462856770", "299421578645706", "2228442907333374"], ["-410360068082809", "774891197681427", "1092665433883667"], ["-260720729827881", "553250730037689", "1370911002159119"], ["0", "0", "0"]], [["0", "0", "0"], ["235046386718750", "-298969596624374", "180492758750916"], ["739065110683441", "1282575488090515", "-591415643692017"], ["-522648274898529", "1098169803619385", "350761085748672"], ["70033013820648", "1958069562911987", "791236221790314"], ["-695058703422546", "200581997632980", "497696608304977"], ["0", "0", "0"]], [["0", "0", "0"], ["-1870535492897034", "-1135489463806152", "-1046189188957214"], ["1123518228530884", "-1151973843574524", "-257294237613678"], ["163126826286316", "112183697521687", "-178416073322296"], ["-1569163441658020", "-1187827467918396", "641586661338806"], ["1443699359893799", "842822730541229", "718743324279785"], ["0", "0", "0"]], [["0", "0", "0"], ["0", "0", "0"], ["0", "0", "0"], ["0", "0", "0"], ["0", "0", "0"], ["0", "0", "0"], ["0", "0", "0"]]], "depthWeights": [[["-325057238340378", "-256475746631622", "-142233252525330"], ["-207985684275627", "131623834371567", "-251542657613754"], ["-164510652422905", "-301876246929169", "-237196326255798"]], [["-265393108129501", "148760646581650", "-208252310752869"], ["-68764448165894", "-267058670520782", "-312056243419647"], ["-104657694697380", "-99651142954826", "-24462342262268"]], [["149179071187973", "148901343345642", "85537277162075"], ["28767427429557", "-308957338333130", "-100775323808193"], ["329915285110474", "-186692878603935", "-177840039134026"]]], "depthBias": ["0", "0", "0"], "depthRemainder": [[["478927078220295", "854732515719661", "270569694745063"], ["685312567013170", "848364551566192", "45218348015624"], ["832829851351562", "963692605277174", "645994942344259"], ["655671577271278", "971160920234979", "106689022504725"], ["661929959671397", "547349632543046", "10938405583147"]], [["893834026057675", "51058109238511", "4213942127535"], ["139306409580058", "741826676938217", "108352562558139"], ["709803723133064", "674423937976826", "876445892019546"], ["631835891263108", "642874523255159", "86123543820577"], ["668639190553222", "864904547575861", "952648782345932"]], [["67506956103898", "762431735987775", "117371783126146"], ["108863575904252", "306019433410256", "595914946359699"], ["422411467970960", "569102299545193", "779386541100393"], ["711014285134297", "903476496998337", "621856775345805"], ["833335749259277", "18712260032771", "466380156598461"]], [["696294340885288", "869194207887631", "820041361730546"], ["239258291105216", "766914098257985", "923295637257979"], ["257477307019144", "706223420012975", "267823466390837"], ["709261791154859", "906290688391891", "713307348385570"], ["448609592451248", "636373840505257", "819251838402124"]], [["369517287152121", "260809921397595", "425666120951064"], ["117835368204396", "172946063536074", "539127171505242"], ["933907199301757", "414947694007424", "643227937835036"], ["113323741388740", "297829876515607", "500708076346200"], ["299967382918112", "176806213072268", "170219125022413"]]], "depthOut": [[[168687350039571, -122158337825562, 13210681366294], [63777595654093, -106692916935973, -543859002752410], [722046333225951, 667804094562488, -723866502279818], [-197532397416933, -337691689363238, -289933705395473], [195532685853611, -564575740883130, 201113198206661]], [[-242594657684295, 17601097077468, 296235390216920], [-106800886479538, -152819095465303, -927975295138844], [105411043765893, 47215282071687, -1706296212775916], [71535075593632, -567827801476968, -1424333744143530], [-262978427495747, -252651484892468, -600030861008065]], [[243945831956569, -812487541818382, 151943120460530], [-232010989766466, 292232305922936, -735141596634555], [-241936538512441, -920581760431212, -2295297354725014], [-375611967125460, -626426350339164, -1983904276345745], [153255825310520, 480452781763714, -1068806714434449]], [[251890755860998, 805447231040405, 290243994053482], [-201534483061124, -737231045942005, -334693678147039], [-346406909898381, -339504947665028, -961632849527704], [823912948299731, -295013391379743, -1456856207247133], [24270910625651, -325468656565398, -837894076072713]], [[-159428853924496, -8492782655641, 427643877672561], [257959356327661, 41533797958625, 342421014080102], [-288222574030276, -858458514572424, -98227473476700], [183184977190482, 165443658241010, -547609068212635], [438967495122130, -877581081528165, -595632275409199]]], "pointWeights": [["101488314568996", "-576381564140320", "-286475181579590", "-479246437549591", "-304607748985290", "241444855928421"], ["530723750591278", "127807676792145", "-40142066776752", "7733578793705", "297450989484787", "-281040996313095"], ["18729556351900", "531495928764343", "224774971604347", "-148218840360641", "-249904751777649", "-93982480466366"]], "pointBias": ["0", "0", "0", "0", "0", "0"], "pointRemainder": [[["672084349951080", "536321050841632", "588796136658752", "697083619812875", "992166533201310", "814934346814177"], ["147288646978134", "461894106021525", "885658559411556", "954888201818882", "104746797049369", "378107890585648"], ["932518490040660", "880766293682866", "664735051212088", "845306028745337", "691805467797148", "140217855074399"], ["235943921203868", "669426189853811", "356563814119315", "948593726585806", "902353403038241", "759877794809935"], ["158287859910316", "676358952179353", "334784979549637", "518550547950548", "222747564954511", "16149456301655"]], [["254375262154284", "114358770446820", "919784375066354", "281558639866565", "350898447878786", "678342762195625"], ["830670350165318", "267745508887733", "672153117510408", "253731987290347", "440869114048315", "664499130014191"], ["933102912159014", "498996376429667", "507576081548654", "977064371552728", "919092963513183", "598893335144944"], ["388560435341368", "186639174590610", "102418480752146", "713904322111778", "154702149401874", "843140276223012"], ["863210945172384", "425615191728885", "473000793249111", "44331583345202", "959266499416499", "975340908584763"]], [["215425577169528", "779495986910320", "826597616952464", "49573543401681", "541458553481386", "660216447525859"], ["487836737759572", "475160428974475", "612498855234483", "420944038283041", "688912805720967", "329582871100024"], ["26947338525228", "343176121915578", "823465111426756", "763129860615145", "419007023433132", "740174454214603"], ["900572913884748", "692412907709885", "491340858723213", "800927136346785", "721548543438837", "6177757566590"], ["117060723321312", "178663387008123", "908246208386469", "93152500744859", "382137303198519", "1677220496424"]], [["728514527321398", "579646110971691", "166211321190874", "552303165096745", "616725464875497", "269940431834271"], ["328545342832006", "116869829138578", "844012717548387", "754627331413758", "314641670819336", "592930522240545"], ["739047121341140", "1225917358388", "658456414143558", "127169683761695", "764657459374350", "846231307358923"], ["748056591955822", "548123203848726", "941979357957295", "921130575914417", "975909740303586", "870104314618014"], ["389510175813052", "671372489780411", "969540763080795", "659811426910702", "230960044917721", "426923300684839"]], [["153241711590686", "392580846831198", "844398025317339", "820469826069630", "41508545041284", "230400567834753"], ["227949197564906", "779257417012091", "537056511478404", "328461125853592", "347584604590987", "141667441809574"], ["851361400629232", "856029794210740", "721772383938788", "338138818190896", "831636763204652", "420992048890284"], ["422409665150352", "346901738358405", "905384559213755", "983798905548223", "153391400900205", "228296199197382"], ["87198630008510", "495126709063218", "564069737705327", "238043850186404", "644636034199596", "646890340378239"]]], "pointOut": [[["21888242871839275222246405745257275088548364400416034343698204139110702324561", "21888242871839275222246405745257275088548364400416034343698204080756179833236", "21888242871839275222246405745257275088548364400416034343698204146124187946164", "21888242871839275222246405745257275088548364400416034343698204102830203926103", "21888242871839275222246405745257275088548364400416034343698204095554804010081", "73818621294243"], ["21888242871839275222246405745257275088548364400416034343698204126237786308491", "21888242871839275222246405745257275088548364400416034343698203847120558526896", "21888242871839275222246405745257275088548364400416034343698204050342092495709", "49219847115099", "84749885523370", "96497074172035"], ["414141060680538", "21888242871839275222246405745257275088548364400416034343698203471020004516765", "21888242871839275222246405745257275088548364400416034343698203790213345022835", "21888242871839275222246405745257275088548364400416034343698203952992844679220", "159595759054957", "54684814232348"], ["21888242871839275222246405745257275088548364400416034343698203981877248813117", "21888242871839275222246405745257275088548364400416034343698204103171666368391", "4973931364830", "135028770070205", "32178982465784", "74460716393640"], ["21888242871839275222246405745257275088548364400416034343698203910553097510627", "21888242871839275222246405745257275088548364400416034343698204108608105434894", "11853188822568", "21888242871839275222246405745257275088548364400416034343698204058692509379225", "21888242871839275222246405745257275088548364400416034343698203908822280562862", "186978172655235"]], [["21888242871839275222246405745257275088548364400416034343698204176844963253765", "299524547430833", "135377105620329", "72491078923131", "5101044674866", "21888242871839275222246405745257275088548364400416034343698204095215009688664"], ["21888242871839275222246405745257275088548364400416034343698204077251477441547", "21888242871839275222246405745257275088548364400416034343698203735387325575183", "21888242871839275222246405745257275088548364400416034343698204014720465563265", "187545527985296", "218981622249304", "104375326244811"], ["3798089684849", "21888242871839275222246405745257275088548364400416034343698203224963811366419", "21888242871839275222246405745257275088548364400416034343698203770950158811172", "202752521870379", "408346743124215", "172543474847736"], ["21888242871839275222246405745257275088548364400416034343698203865798943135475", "21888242871839275222246405745257275088548364400416034343698203315743971395341", "21888242871839275222246405745257275088548364400416034343698203868721989355231", "172438824661416", "165256691022354", "310717085368449"], ["21888242871839275222246405745257275088548364400416034343698204014560115642352", "21888242871839275222246405745257275088548364400416034343698203986946966789835", "21888242871839275222246405745257275088548364400416034343698204137182634296955", "213013452763180", "154904396034254", "63903025169075"]], [["21888242871839275222246405745257275088548364400416034343698203782972851561430", "21888242871839275222246405745257275088548364400416034343698204022884933093131", "21888242871839275222246405745257275088548364400416034343698204183459321736218", "21888242871839275222246405745257275088548364400416034343698204040861368036367", "21888242871839275222246405745257275088548364400416034343698203832621486688032", "272961783145027"], ["117779345169682", "21888242871839275222246405745257275088548364400416034343698203966927432101993", "21888242871839275222246405745257275088548364400416034343698204076068958670036", "222412276835898", "341312512117193", "21888242871839275222246405745257275088548364400416034343698204117519120831907"], ["21888242871839275222246405745257275088548364400416034343698203630457571197669", "21888242871839275222246405745257275088548364400416034343698202988424953548265", "21888242871839275222246405745257275088548364400416034343698203776913279065547", "449034144815012", "373473504540105", "416024621259238"], ["21888242871839275222246405745257275088548364400416034343698203778838593958308", "21888242871839275222246405745257275088548364400416034343698203268572479163047", "21888242871839275222246405745257275088548364400416034343698203873393335986024", "469218170833552", "423870283781094", "271814153227301"], ["250523102141007", "21888242871839275222246405745257275088548364400416034343698203591581112677164", "21888242871839275222246405745257275088548364400416034343698203883144451575481", "88685602913776", "363328120038640", "2425008355674"]], [["458470084871391", "112020652710018", "21888242871839275222246405745257275088548364400416034343698204147322627460247", "21888242871839275222246405745257275088548364400416034343698204029067422502734", "90319846428839", "21888242871839275222246405745257275088548364400416034343698203993751992963346"], ["21888242871839275222246405745257275088548364400416034343698203768587723622058", "21888242871839275222246405745257275088548364400416034343698204030624454511393", "12097843503927", "140491157518475", "21888242871839275222246405745257275088548364400416034343698204112316210188310", "189988025505854"], ["21888242871839275222246405745257275088548364400416034343698203953225259240829", "21888242871839275222246405745257275088548364400416034343698203831743081941326", "21888242871839275222246405745257275088548364400416034343698204083290224742990", "305920795057436", "244848765001606", "102153282788533"], ["21888242871839275222246405745257275088548364400416034343698204086336460992168", "21888242871839275222246405745257275088548364400416034343698202899669455517425", "21888242871839275222246405745257275088548364400416034343698203634922831666886", "21888242871839275222246405745257275088548364400416034343698204005370491474928", "25352995129239", "418759360578764"], ["21888242871839275222246405745257275088548364400416034343698204000611691881049", "21888242871839275222246405745257275088548364400416034343698203685651820033402", "21888242871839275222246405745257275088548364400416034343698204004350162355924", "110042903346690", "105189629703749", "176077485666473"]], [["21888242871839275222246405745257275088548364400416034343698204173897901458608", "318097389317344", "142136968186151", "12955151046128", "21888242871839275222246405745257275088548364400416034343698204125742649109470", "21888242871839275222246405745257275088548364400416034343698204110278319548073"], ["54636227009187", "38620695847610", "1401467781318", "21888242871839275222246405745257275088548364400416034343698204012517665220047", "21888242871839275222246405745257275088548364400416034343698204034781020407669", "18428683397905"], ["21888242871839275222246405745257275088548364400416034343698203699880505655865", "4201087424508", "94949835686205", "146049847472082", "21888242871839275222246405745257275088548364400416034343698204043568815763457", "180903839974119"], ["96139538500732", "21888242871839275222246405745257275088548364400416034343698203811084344105884", "21888242871839275222246405745257275088548364400416034343698204004367795757641", "21888242871839275222246405745257275088548364400416034343698204181230513392848", "130261924560725", "49198278436769"], ["21888242871839275222246405745257275088548364400416034343698203754216828422271", "21888242871839275222246405745257275088548364400416034343698203504825308402881", "21888242871839275222246405745257275088548364400416034343698203962167206207949", "21888242871839275222246405745257275088548364400416034343698204057699282958927", "21888242871839275222246405745257275088548364400416034343698203940676882811963", "408601703804003"]]]}
Reference in New Issue View Git Blame Copy Permalink