mirror of
https://github.com/socathie/circomlib-ml.git
synced 2026-01-11 06:58:05 -05:00
30a43a2712
* feat: `Poly` renamed to `ZeLU` with scaling implemented * fix: assertion in `ZeLU` * feat: `AveragePooling2D` with scaling * feat: `BatchNorm` with scaling * feat: `Conv1D` with scaling * feat: `Conv2D` with scaling * feat: `Dense` with scaling * fix: assertion in `Dense` * feat: `GlobalAveragePooling2D` with scaling * feat: input-only `ArgMax` * feat: input-only `Flatten2D` * feat: input-only `GlobalMaxPooling2D` * feat: input-only `MaxPooling2D` * feat: input-only `ReLU` * test: precision up to 36 decimals * chore: clean up * test: model1 with 36 decimals * fix: ReLU should use `p//2` as threshold * test: clean up * test: mnist model with 18 decimals * build: Update package.json version to 2.0.0 * chore: Update README with warning message
1 line
13 KiB
JSON
1 line
13 KiB
JSON
{"in": ["917098056686866724944089031282524160", "828308391324392037176648744157839360", "939140664828574354736692108852199424", "570370950449277106343807261492641792", "42716521126619611298521864202092544", "355346948107619287339644433740070912", "291791989145041018661811026825052160", "802271011450318130026054412912295936", "656909556540623917471415627109367808", "593591247296317957800238756808097792", "570837987440645291381759063072178176", "649062869047198679775367900088500224", "86159511728822744900145267433537536", "204943633355328638176155806990336000", "986874355253946830052986316979699712", "700223726782523541974477467346272256", "828276298868678252671840751752052736", "388450176826807276272091784271626240", "102562700047821094351217059979853824", "465843959212556431077429036890193920"], "weights": [["21888242871839275222246405745257275088547944563298839214284609119488944635905", "380753993988037138568618309842894848", "219639003276824951821000438555082752", "404247760772705111042027708049522688", "269745767116546630576363441005527040", "375770151615142867674678792367898624", "21888242871839275222246405745257275088548218677251952770213124689345680244737", "21888242871839275222246405745257275088548113654612916591596175035160483332097", "21888242871839275222246405745257275088548155057563799503278596340617345761281", "296082556247711193581223676825567232"], ["21888242871839275222246405745257275088547930778085607173851238629837977419777", "105735003948211668730495502578089984", "21888242871839275222246405745257275088548236907511371257753490194323736625153", "285552024841308605863721109674786816", "217772960662841820972905870886174720", "21888242871839275222246405745257275088548075934558528545354238894422989209601", "147826015949249282443775658237624320", "446676433086395303006201489886543872", "374107897281646763821974521630425088", "42386263608932496288021211105984512"], ["403060674667358418901011094459908096", "157519638538360608492098356529594368", "208943128585815436473961652011663360", "279068350791931154975928393536634880", "69584250450134283506466459928756224", "322693228721618652716988860702130176", "21888242871839275222246405745257275088548346620857137325264338882630017613825", "442184269428253217467486227040043008", "53148746490478519274664055078387712", "21888242871839275222246405745257275088548198103278297069508104330112709689345"], ["21888242871839275222246405745257275088548058019488471630070682523277828554753", "21888242871839275222246405745257275088547994218855517986264655796444906651649", "296165287494659436747790273958903808", "21888242871839275222246405745257275088548157596289533260319436812326505807873", "21888242871839275222246405745257275088548356287806647899605956499294788780033", "377368152141571036146262411778719744", "3130495548248291122852374037659648", "361218094825744633647880606238900224", "21888242871839275222246405745257275088548104408382791164367021456418353971201", "425821185111999504953782635698585600"], ["341435313224792508073521687430168576", "90051352977752685078489985940717568", "21888242871839275222246405745257275088548305425494331005075840878178109227009", "21888242871839275222246405745257275088547975228785890224407530858532808163329", "368851840496063271073535114658971648", "21888242871839275222246405745257275088548227934032100322705017069636908220417", "282594621181488039289531248760848384", "226115226745605463349328141514440704", "57196557521820070392917483954634752", "21888242871839275222246405745257275088548117466091531398752484980775834353665"], ["80665528774261474278378668512247808", "405817985534668020036899847603748864", "21888242871839275222246405745257275088548362066208737972238047935286172712961", "369904577732086232484892720635052032", "378796815872192429352692627707789312", "21888242871839275222246405745257275088548236802279370906799205968689603018753", "114150166511535643756264670485282816", "21888242871839275222246405745257275088548073642879146221132609721990614351873", "21888242871839275222246405745257275088548045022755283000903825155352315297793", "21888242871839275222246405745257275088548358620225804927804021480559667576833"], ["21888242871839275222246405745257275088547995654761212947795703420673146748929", "18409073352813720669469838583791616", "340138137340545658071351966652432384", "118821740150451661611755502382874624", "21888242871839275222246405745257275088548067913203853252380615891157600174081", "38713693618774414419157786657030144", "86790680885314938844868610023751680", "177305102348327657323436620327682048", "21888242871839275222246405745257275088548144343777912738785518965220809113601", "164990961551666266718669571746693120"], ["365970015525817868171951127465558016", "21888242871839275222246405745257275088548118622645157459232362326234153091073", "378604948520660387273284280121294848", "231089472770690922686497835173543936", "21888242871839275222246405745257275088547961989491599681827877354551921082369", "21888242871839275222246405745257275088548211063533443096128184497382719750145", "194396376609802269609323668424359936", "64303457736968992298505289890529280", "355406343936920211357266537898573824", "219404399394989029087640244736491520"], ["362589299678802494856359969632026624", "21888242871839275222246405745257275088547931054770368221229330111105897332737", "21888242871839275222246405745257275088548075009673255565616933018463021039617", "21888242871839275222246405745257275088548240492194312694528750059388231745537", "21888242871839275222246405745257275088548066299884933116877962788099772645377", "21888242871839275222246405745257275088548209254681485774966911028252991553537", "162155449390411376451738161039540224", "327702641487121605325512854797811712", "21888242871839275222246405745257275088547953872203248622833214647112738799617", "21888242871839275222246405745257275088548225949972289684260580713123085811713"], ["21888242871839275222246405745257275088548084120392221095991783843987353239553", "446494817733764645353346327923130368", "367348134517669691467197264523427840", "21888242871839275222246405745257275088548146081104296329465447476369471569921", "87263643741607662113964821678391296", "21888242871839275222246405745257275088548229913919585826853081949062073155585", "328671216964721692914116459990351872", "21888242871839275222246405745257275088548157699927109363536740892863956516865", "37690728902816774652900805403738112", "293379127979278584696305414511263744"], ["21888242871839275222246405745257275088548359742879289272286713124565299494913", "21888242871839275222246405745257275088548346274017709377267736047343313616897", "80604135990142827879748935050330112", "77956259250640876298834185270853632", "21888242871839275222246405745257275088548338650166410091377825486252527321089", "21888242871839275222246405745257275088547993836610931041664291941935659089921", "151412069797515872114541491526828032", "21888242871839275222246405745257275088548167006387728336316390123239928496129", "21888242871839275222246405745257275088548227789669650676707268051393419673601", "372561752796173089640212820190560256"], ["21888242871839275222246405745257275088547943395345824840510016820330387996673", "147836804389953625696283009665204224", "22991329431533815094832962159509504", "234400749206542962842869556270071808", "14855384826660156144540041149939712", "21888242871839275222246405745257275088548264983206409099557012505256752316417", "21888242871839275222246405745257275088548258790164607646911753092109608943617", "59146046638488768959044387436756992", "21888242871839275222246405745257275088547930274932998302415425447847524302849", "21888242871839275222246405745257275088548037092685121181456949479419985002497"], ["40687620639801028520872071303004160", "21888242871839275222246405745257275088548281099974530818923587464747573837825", "85743010044097908741733183131746304", "21888242871839275222246405745257275088548058334320205333688274354333521281025", "418336153030395536597507069154689024", "269460678100585954177105803171856384", "21888242871839275222246405745257275088548220981716531398738717665868946341889", "21888242871839275222246405745257275088548057283847945812194657386660475437057", "408247530460357659003936867023323136", "21888242871839275222246405745257275088548055896490234020199022673476804673537"], ["21888242871839275222246405745257275088548092628985065105421094477520084926465", "126554071903228761424473917319282688", "40961861610412600762567943981629440", "21888242871839275222246405745257275088548212950586694362615482497317430362113", "96669912338256843968639949206454272", "378188729286193843780557071758393344", "21888242871839275222246405745257275088548096957176345470393414557332332871681", "4122287034988403427826461145300992", "21888242871839275222246405745257275088548117206468599918338594428040477933569", "21888242871839275222246405745257275088548297590761798503847263549508347232257"], ["21888242871839275222246405745257275088548153451606052997546275004841541500929", "61115741729736330395913188125179904", "21888242871839275222246405745257275088548268260299581172926308709572703944705", "31541943550109865071556860426846208", "435910403728485102278361417361915904", "377812206745147692254475882273439744", "295065999031066900634818362877149184", "378940522670745854231927509389148160", "21888242871839275222246405745257275088548118327408450725516955418690001567745", "21888242871839275222246405745257275088548339393466132762888659580460097077249"], ["166858375072479267317897129338339328", "21888242871839275222246405745257275088548037722855228069279729940527165997057", "403594136238098125961875838585536512", "130870759487152112057440823733649408", "21888242871839275222246405745257275088548069972007888439133139906942153523201", "400192618370056160821162167158964224", "21888242871839275222246405745257275088548324918299335124945598210797593427969", "21888242871839275222246405745257275088548177706330436351745796247688405057537", "21888242871839275222246405745257275088548248340486901882146747712301292322817", "21888242871839275222246405745257275088548048933416026714297593405674843275265"], ["21888242871839275222246405745257275088547981482922452571811653281013083144193", "21888242871839275222246405745257275088548074601739066722849937958797116964865", "387127101421356233674358166715891712", "21888242871839275222246405745257275088548174922376292827582187354274450636801", "432209432125091596185646468677238784", "46631276607513426419905954716844032", "431232273578643835340382883840786432", "214853703975677493899065797745049600", "34996896982192995771496440614879232", "60372769832611082938280569322078208"], ["318087816238403325032729541020221440", "21888242871839275222246405745257275088547964164941924693987345011145286090753", "21888242871839275222246405745257275088547919044315236690510740853131797594113", "415677309036254931378805616200908800", "21888242871839275222246405745257275088547982676594871166216339660866853011457", "21888242871839275222246405745257275088547956950991767528506946040501773533185", "21888242871839275222246405745257275088548343483328240993477789939608791810049", "21888242871839275222246405745257275088547928179561513545965543277750021783553", "21888242871839275222246405745257275088548281153797525051099593148603547254785", "330950319766998319864035433793978368"], ["58345973491668702507739988138917888", "21888242871839275222246405745257275088547932729303258541067996564545440055297", "21888242871839275222246405745257275088548079100757259014081318154198772088833", "21888242871839275222246405745257275088547985154836791637412886081444272668673", "21888242871839275222246405745257275088548296677410024288148990801808495476737", "44746786355972294451916353266778112", "205605328083038355654694097559486464", "266617536544799804942057990684409856", "21888242871839275222246405745257275088548031752317565563178892277941056569345", "21888242871839275222246405745257275088548344070106166484810153177360514416641"], ["21888242871839275222246405745257275088548146701976078632336536671942602653697", "21888242871839275222246405745257275088548157197296041133864915715417448644609", "21888242871839275222246405745257275088548248342811483028393893900721659576321", "21888242871839275222246405745257275088548112583040612819650867440684078465025", "21888242871839275222246405745257275088548117812200802448250450987784922464257", "446479618549346943662400159218663424", "280225753784179685276170076704210944", "172356665134429923321069058199126016", "96000969409942635387433083583070208", "170185267925262464627804431198453760"]], "bias": ["0", "0", "0", "0", "0", "0", "0", "0", "0", "0"], "out": ["21888242871839275222246405745257275088547416570344934017690618098050994599407", "21888242871839275222246405745257275088548074204322728883645171911568575253269", "1217342773824182708964164664298235747", "985612918881516198369842470059289901", "448179765935532159653151439285979820", "850005025728080684762697042708611430", "1224373017260726380443809993782617513", "1123045202502242457956309189904120564", "21888242871839275222246405745257275088547554378545433689485043918282349046950", "658243650814707862463466520227993190"], "remainder": ["51492294878586576180273547728388096", "777789140836427041572477556551057408", "890475291130181473765283908913463296", "963682024802736049277914862344732672", "180838407593997560156976766263492608", "458215330546393498330258578539020288", "738904904497555276279419263936102400", "770453107465054933435045502301241344", "616225701137188004915996184419500032", "106851476518473341575934978717384704"]} |