diff --git "a/assets/worker-a5ce60de.js" "b/assets/worker-a5ce60de.js" new file mode 100644--- /dev/null +++ "b/assets/worker-a5ce60de.js" @@ -0,0 +1,1790 @@ +var fn=Object.defineProperty;var gn=(nt,b,n)=>b in nt?fn(nt,b,{enumerable:!0,configurable:!0,writable:!0,value:n}):nt[b]=n;var ve=(nt,b,n)=>(gn(nt,typeof b!="symbol"?b+"":b,n),n);(function(){var nt;"use strict";function _mergeNamespaces(b,n){return n.forEach(function(o){o&&typeof o!="string"&&!Array.isArray(o)&&Object.keys(o).forEach(function(u){if(u!=="default"&&!(u in b)){var c=Object.getOwnPropertyDescriptor(o,u);Object.defineProperty(b,u,c.get?c:{enumerable:!0,get:function(){return o[u]}})}})}),Object.freeze(b)}function dispatchCallback(b,n){b!==null&&b(n)}function reverseDictionary(b){return Object.fromEntries(Object.entries(b).map(([n,o])=>[o,n]))}function escapeRegExp(b){return b.replace(/[.*+?^${}()|[\]\\]/g,"\\$&")}const Callable=class{constructor(){let b=function(...n){return b._call(...n)};return Object.setPrototypeOf(b,new.target.prototype)}_call(...b){throw Error("Must implement _call method in subclass")}};function isString(b){return typeof b=="string"||b instanceof String}function isTypedArray(b){var n,o,u;return((u=(o=(n=b==null?void 0:b.prototype)==null?void 0:n.__proto__)==null?void 0:o.constructor)==null?void 0:u.name)==="TypedArray"}function isIntegralNumber(b){return Number.isInteger(b)||typeof b=="bigint"}function exists(b){return b!=null}function calculateDimensions(b){const n=[];let o=b;for(;Array.isArray(o);)n.push(o.length),o=o[0];return n}function pop(b,n,o=void 0){const u=b[n];if(u!==void 0)return delete b[n],u;if(o===void 0)throw Error(`Key ${n} does not exist in object.`);return o}function mergeArrays(...b){return Array.prototype.concat.apply([],b)}function product(...b){return b.reduce((n,o)=>n.flatMap(u=>o.map(c=>[u,c])))}var sharp={},ONNX_NODE=Object.freeze({__proto__:null,default:sharp});function getDefaultExportFromCjs(b){return b&&b.__esModule&&Object.prototype.hasOwnProperty.call(b,"default")?b.default:b}function getAugmentedNamespace(b){if(b.__esModule)return b;var n=b.default;if(typeof n=="function"){var o=function u(){if(this instanceof u){var c=[null];c.push.apply(c,arguments);var p=Function.bind.apply(n,c);return new p}return n.apply(this,arguments)};o.prototype=n.prototype}else o={};return Object.defineProperty(o,"__esModule",{value:!0}),Object.keys(b).forEach(function(u){var c=Object.getOwnPropertyDescriptor(b,u);Object.defineProperty(o,u,c.get?c:{enumerable:!0,get:function(){return b[u]}})}),o}var ortWeb_min$1={exports:{}};const backends={},backendsSortedByPriority=[],registerBackend=(b,n,o)=>{if(n&&typeof n.init=="function"&&typeof n.createSessionHandler=="function"){const u=backends[b];if(u===void 0)backends[b]={backend:n,priority:o};else{if(u.priority>o)return;if(u.priority===o&&u.backend!==n)throw new Error(`cannot register backend "${b}" using priority ${o}`)}if(o>=0){const c=backendsSortedByPriority.indexOf(b);c!==-1&&backendsSortedByPriority.splice(c,1);for(let p=0;p{const n=b.length===0?backendsSortedByPriority:b,o=[];for(const u of n){const c=backends[u];if(c){if(c.initialized)return c.backend;if(c.aborted)continue;const p=!!c.initPromise;try{return p||(c.initPromise=c.backend.init()),await c.initPromise,c.initialized=!0,c.backend}catch(a){p||o.push({name:u,err:a}),c.aborted=!0}finally{delete c.initPromise}}}throw new Error(`no available backend found. ERR: ${o.map(u=>`[${u.name}] ${u.err}`).join(", ")}`)};class EnvImpl{constructor(){this.wasm={},this.webgl={},this.logLevelInternal="warning"}set logLevel(n){if(n!==void 0){if(typeof n!="string"||["verbose","info","warning","error","fatal"].indexOf(n)===-1)throw new Error(`Unsupported logging level: ${n}`);this.logLevelInternal=n}}get logLevel(){return this.logLevelInternal}}const env$1=new EnvImpl,isBigInt64ArrayAvailable=typeof BigInt64Array<"u"&&typeof BigInt64Array.from=="function",isBigUint64ArrayAvailable=typeof BigUint64Array<"u"&&typeof BigUint64Array.from=="function",NUMERIC_TENSOR_TYPE_TO_TYPEDARRAY_MAP=new Map([["float32",Float32Array],["uint8",Uint8Array],["int8",Int8Array],["uint16",Uint16Array],["int16",Int16Array],["int32",Int32Array],["bool",Uint8Array],["float64",Float64Array],["uint32",Uint32Array]]),NUMERIC_TENSOR_TYPEDARRAY_TO_TYPE_MAP=new Map([[Float32Array,"float32"],[Uint8Array,"uint8"],[Int8Array,"int8"],[Uint16Array,"uint16"],[Int16Array,"int16"],[Int32Array,"int32"],[Float64Array,"float64"],[Uint32Array,"uint32"]]);isBigInt64ArrayAvailable&&(NUMERIC_TENSOR_TYPE_TO_TYPEDARRAY_MAP.set("int64",BigInt64Array),NUMERIC_TENSOR_TYPEDARRAY_TO_TYPE_MAP.set(BigInt64Array,"int64")),isBigUint64ArrayAvailable&&(NUMERIC_TENSOR_TYPE_TO_TYPEDARRAY_MAP.set("uint64",BigUint64Array),NUMERIC_TENSOR_TYPEDARRAY_TO_TYPE_MAP.set(BigUint64Array,"uint64"));const calculateSize=b=>{let n=1;for(let o=0;o{const t=document.createElement("canvas"),e=t.getContext("2d");if(!n||!e)return s();const r=new Image;r.crossOrigin="Anonymous",r.src=n,r.onload=()=>{t.width=r.width,t.height=r.height,e.drawImage(r,0,0,t.width,t.height);const i=e.getImageData(0,0,t.width,t.height);if(o!==void 0){if(o.height!==void 0&&o.height!==t.height)throw new Error("Image input config height doesn't match ImageBitmap height");if(f.height=t.height,o.width!==void 0&&o.width!==t.width)throw new Error("Image input config width doesn't match ImageBitmap width");f.width=t.width}else f.height=t.height,f.width=t.width;l(ut.bufferToTensor(i.data,f))}});throw new Error("Input data provided is not supported - aborted tensor creation")}if(h!==void 0)return ut.bufferToTensor(h,f);throw new Error("Input data provided is not supported - aborted tensor creation")}toImageData(n){var o,u;const c=document.createElement("canvas").getContext("2d");let p;if(c!=null){const a=this.dims[3],h=this.dims[2],f=this.dims[1],l=n!==void 0&&n.format!==void 0?n.format:"RGB",s=n!==void 0&&((o=n.norm)===null||o===void 0?void 0:o.mean)!==void 0?n.norm.mean:255,t=n!==void 0&&((u=n.norm)===null||u===void 0?void 0:u.bias)!==void 0?n.norm.bias:0,e=h*a;if(n!==void 0){if(n.height!==void 0&&n.height!==h)throw new Error("Image output config height doesn't match tensor height");if(n.width!==void 0&&n.width!==a)throw new Error("Image output config width doesn't match tensor width");if(n.format!==void 0&&f===4&&n.format!=="RGBA"||f===3&&n.format!=="RGB"&&n.format!=="BGR")throw new Error("Tensor format doesn't match input tensor dims")}const r=4;let i=0,d=1,g=2,m=3,_=0,y=e,w=e*2,v=-1;l==="RGBA"?(_=0,y=e,w=e*2,v=e*3):l==="RGB"?(_=0,y=e,w=e*2):l==="RBG"&&(_=0,w=e,y=e*2),p=c.createImageData(a,h);for(let S=0;S"u")throw new Error(`input '${l}' is missing in 'feeds'.`);if(a)for(const l of this.outputNames)c[l]=null;const h=await this.handler.run(n,c,p),f={};for(const l in h)Object.hasOwnProperty.call(h,l)&&(f[l]=new Tensor$1(h[l].type,h[l].data,h[l].dims));return f}static async create(n,o,u,c){let p,a={};if(typeof n=="string"){if(p=n,typeof o=="object"&&o!==null)a=o;else if(typeof o<"u")throw new TypeError("'options' must be an object.")}else if(n instanceof Uint8Array){if(p=n,typeof o=="object"&&o!==null)a=o;else if(typeof o<"u")throw new TypeError("'options' must be an object.")}else if(n instanceof ArrayBuffer||typeof SharedArrayBuffer<"u"&&n instanceof SharedArrayBuffer){const t=n;let e=0,r=n.byteLength;if(typeof o=="object"&&o!==null)a=o;else if(typeof o=="number"){if(e=o,!Number.isSafeInteger(e))throw new RangeError("'byteOffset' must be an integer.");if(e<0||e>=t.byteLength)throw new RangeError(`'byteOffset' is out of range [0, ${t.byteLength}).`);if(r=n.byteLength-e,typeof u=="number"){if(r=u,!Number.isSafeInteger(r))throw new RangeError("'byteLength' must be an integer.");if(r<=0||e+r>t.byteLength)throw new RangeError(`'byteLength' is out of range (0, ${t.byteLength-e}].`);if(typeof c=="object"&&c!==null)a=c;else if(typeof c<"u")throw new TypeError("'options' must be an object.")}else if(typeof u<"u")throw new TypeError("'byteLength' must be a number.")}else if(typeof o<"u")throw new TypeError("'options' must be an object.");p=new Uint8Array(t,e,r)}else throw new TypeError("Unexpected argument[0]: must be 'path' or 'buffer'.");const f=(a.executionProviders||[]).map(t=>typeof t=="string"?t:t.name),s=await(await resolveBackend(f)).createSessionHandler(p,a);return new dn(s)}startProfiling(){this.handler.startProfiling()}endProfiling(){this.handler.endProfiling()}get inputNames(){return this.handler.inputNames}get outputNames(){return this.handler.outputNames}};const InferenceSession$1=InferenceSession$2;var lib=Object.freeze({__proto__:null,InferenceSession:InferenceSession$1,Tensor:Tensor$1,env:env$1,registerBackend}),require$$0=getAugmentedNamespace(lib);/*! +* ONNX Runtime Web v1.14.0 +* Copyright (c) Microsoft Corporation. All rights reserved. +* Licensed under the MIT License. +*/(function(module,exports){(function(b,n){module.exports=n(require$$0)})(self,__WEBPACK_EXTERNAL_MODULE__1670__=>(()=>{var __webpack_modules__={3474:(b,n,o)=>{var u,c=(u=(u=typeof document<"u"&&document.currentScript?document.currentScript.src:void 0)||"/index.js",function(p){function a(){return X.buffer!=ee&&Ee(X.buffer),ue}function h(){return X.buffer!=ee&&Ee(X.buffer),Ae}function f(){return X.buffer!=ee&&Ee(X.buffer),xe}function l(){return X.buffer!=ee&&Ee(X.buffer),oe}function s(){return X.buffer!=ee&&Ee(X.buffer),ye}var t,e,r;p=p||{},t||(t=p!==void 0?p:{}),t.ready=new Promise(function(T,E){e=T,r=E});var i,d,g,m,_,y,w=Object.assign({},t),v="./this.program",S=(T,E)=>{throw E},A=typeof window=="object",O=typeof importScripts=="function",x=typeof process=="object"&&typeof process.versions=="object"&&typeof process.versions.node=="string",I=t.ENVIRONMENT_IS_PTHREAD||!1,N="";function R(T){return t.locateFile?t.locateFile(T,N):N+T}if(x){let T;N=O?o(908).dirname(N)+"/":"//",y=()=>{_||(m=o(1384),_=o(908))},i=function(E,k){return y(),E=_.normalize(E),m.readFileSync(E,k?void 0:"utf8")},g=E=>((E=i(E,!0)).buffer||(E=new Uint8Array(E)),E),d=(E,k,C)=>{y(),E=_.normalize(E),m.readFile(E,function(B,G){B?C(B):k(G.buffer)})},1{if(qe())throw process.exitCode=E,k;k instanceof Ze||j("exiting due to exception: "+k),process.exit(E)},t.inspect=function(){return"[Emscripten Module object]"};try{T=o(9925)}catch(E){throw console.error('The "worker_threads" module is not supported in this node.js build - perhaps a newer version is needed?'),E}o.g.Worker=T.Worker}else(A||O)&&(O?N=self.location.href:typeof document<"u"&&document.currentScript&&(N=document.currentScript.src),u&&(N=u),N=N.indexOf("blob:")!==0?N.substr(0,N.replace(/[?#].*/,"").lastIndexOf("/")+1):"",x||(i=T=>{var E=new XMLHttpRequest;return E.open("GET",T,!1),E.send(null),E.responseText},O&&(g=T=>{var E=new XMLHttpRequest;return E.open("GET",T,!1),E.responseType="arraybuffer",E.send(null),new Uint8Array(E.response)}),d=(T,E,k)=>{var C=new XMLHttpRequest;C.open("GET",T,!0),C.responseType="arraybuffer",C.onload=()=>{C.status==200||C.status==0&&C.response?E(C.response):k()},C.onerror=k,C.send(null)}));x&&typeof performance>"u"&&(o.g.performance=o(6953).performance);var L=console.log.bind(console),F=console.warn.bind(console);x&&(y(),L=T=>m.writeSync(1,T+` +`),F=T=>m.writeSync(2,T+` +`));var V,D=t.print||L,j=t.printErr||F;Object.assign(t,w),w=null,t.thisProgram&&(v=t.thisProgram),t.quit&&(S=t.quit),t.wasmBinary&&(V=t.wasmBinary);var Q=t.noExitRuntime||!1;typeof WebAssembly!="object"&&fe("no native wasm support detected");var X,J,ee,ue,Ae,xe,oe,ye,be=!1,ke=typeof TextDecoder<"u"?new TextDecoder("utf8"):void 0;function $e(T,E,k){var C=(E>>>=0)+k;for(k=E;T[k]&&!(k>=C);)++k;if(16(B=(240&B)==224?(15&B)<<12|G<<6|K:(7&B)<<18|G<<12|K<<6|63&T[E++])?C+=String.fromCharCode(B):(B-=65536,C+=String.fromCharCode(55296|B>>10,56320|1023&B))}}else C+=String.fromCharCode(B)}return C}function Te(T,E){return(T>>>=0)?$e(h(),T,E):""}function Ne(T,E,k,C){if(!(0>>=0;C=k+C-1;for(var G=0;G=K&&(K=65536+((1023&K)<<10)|1023&T.charCodeAt(++G)),127>=K){if(k>=C)break;E[k++>>>0]=K}else{if(2047>=K){if(k+1>=C)break;E[k++>>>0]=192|K>>6}else{if(65535>=K){if(k+2>=C)break;E[k++>>>0]=224|K>>12}else{if(k+3>=C)break;E[k++>>>0]=240|K>>18,E[k++>>>0]=128|K>>12&63}E[k++>>>0]=128|K>>6&63}E[k++>>>0]=128|63&K}}return E[k>>>0]=0,k-B}function Ce(T){for(var E=0,k=0;k=C?E++:2047>=C?E+=2:55296<=C&&57343>=C?(E+=4,++k):E+=3}return E}function Ee(T){ee=T,t.HEAP8=ue=new Int8Array(T),t.HEAP16=new Int16Array(T),t.HEAP32=xe=new Int32Array(T),t.HEAPU8=Ae=new Uint8Array(T),t.HEAPU16=new Uint16Array(T),t.HEAPU32=oe=new Uint32Array(T),t.HEAPF32=new Float32Array(T),t.HEAPF64=ye=new Float64Array(T)}I&&(ee=t.buffer);var Oe=t.INITIAL_MEMORY||16777216;if(I)X=t.wasmMemory,ee=t.buffer;else if(t.wasmMemory)X=t.wasmMemory;else if(!((X=new WebAssembly.Memory({initial:Oe/65536,maximum:65536,shared:!0})).buffer instanceof SharedArrayBuffer))throw j("requested a shared WebAssembly.Memory but the returned buffer is not a SharedArrayBuffer, indicating that while the browser has SharedArrayBuffer it does not have WebAssembly threads support - you may need to set a flag"),x&&console.log("(on node you may need: --experimental-wasm-threads --experimental-wasm-bulk-memory and also use a recent version)"),Error("bad memory");X&&(ee=X.buffer),Oe=ee.byteLength,Ee(ee);var Be,Ve=[],Ge=[],Xe=[],Qe=[];function qe(){return Q||!1}function Ue(){var T=t.preRun.shift();Ve.unshift(T)}var Ie,je=0,Ye=null;function fe(T){throw I?postMessage({cmd:"onAbort",arg:T}):t.onAbort&&t.onAbort(T),j(T="Aborted("+T+")"),be=!0,T=new WebAssembly.RuntimeError(T+". Build with -sASSERTIONS for more info."),r(T),T}function pt(){return Ie.startsWith("data:application/octet-stream;base64,")}function lt(){var T=Ie;try{if(T==Ie&&V)return new Uint8Array(V);if(g)return g(T);throw"both async and sync fetching of the wasm failed"}catch(E){fe(E)}}Ie="ort-wasm-threaded.wasm",pt()||(Ie=R(Ie));var Pt={};function Ze(T){this.name="ExitStatus",this.message="Program terminated with exit("+T+")",this.status=T}function ct(T){(T=re.Vb[T])||fe(),re.mc(T)}function dt(T){var E=re.Cc();if(!E)return 6;re.ac.push(E),re.Vb[T.Ub]=E,E.Ub=T.Ub;var k={cmd:"run",start_routine:T.Ic,arg:T.zc,pthread_ptr:T.Ub};return E.$b=()=>{k.time=performance.now(),E.postMessage(k,T.Nc)},E.loaded&&(E.$b(),delete E.$b),0}function Re(T){if(I)return Z(1,1,T);qe()||(re.oc(),t.onExit&&t.onExit(T),be=!0),S(T,new Ze(T))}function it(T,E){if(!E&&I)throw kt(T),"unwind";qe()||I||(Wt(),rt(Xe),qt(0),Ft[1].length&&$t(1,10),Ft[2].length&&$t(2,10),re.oc()),Re(T)}var re={Yb:[],ac:[],qc:[],Vb:{},fc:function(){I&&re.Ec()},Pc:function(){},Ec:function(){re.receiveObjectTransfer=re.Gc,re.threadInitTLS=re.pc,re.setExitStatus=re.nc,Q=!1},nc:function(){},oc:function(){for(var T of Object.values(re.Vb))re.mc(T);for(T of re.Yb)T.terminate();re.Yb=[]},mc:function(T){var E=T.Ub;delete re.Vb[E],re.Yb.push(T),re.ac.splice(re.ac.indexOf(T),1),T.Ub=0,Rt(E)},Gc:function(){},pc:function(){re.qc.forEach(T=>T())},Fc:function(T,E){T.onmessage=k=>{var C=(k=k.data).cmd;if(T.Ub&&(re.Bc=T.Ub),k.targetThread&&k.targetThread!=Dt()){var B=re.Vb[k.Qc];B?B.postMessage(k,k.transferList):j('Internal error! Worker sent a message "'+C+'" to target pthread '+k.targetThread+", but that thread no longer exists!")}else C==="processProxyingQueue"?$(k.queue):C==="spawnThread"?dt(k):C==="cleanupThread"?ct(k.thread):C==="killThread"?(k=k.thread,C=re.Vb[k],delete re.Vb[k],C.terminate(),Rt(k),re.ac.splice(re.ac.indexOf(C),1),C.Ub=0):C==="cancelThread"?re.Vb[k.thread].postMessage({cmd:"cancel"}):C==="loaded"?(T.loaded=!0,E&&E(T),T.$b&&(T.$b(),delete T.$b)):C==="print"?D("Thread "+k.threadId+": "+k.text):C==="printErr"?j("Thread "+k.threadId+": "+k.text):C==="alert"?alert("Thread "+k.threadId+": "+k.text):k.target==="setimmediate"?T.postMessage(k):C==="onAbort"?t.onAbort&&t.onAbort(k.arg):C&&j("worker sent an unknown command "+C);re.Bc=void 0},T.onerror=k=>{throw j("worker sent an error! "+k.filename+":"+k.lineno+": "+k.message),k},x&&(T.on("message",function(k){T.onmessage({data:k})}),T.on("error",function(k){T.onerror(k)}),T.on("detachedExit",function(){})),T.postMessage({cmd:"load",urlOrBlob:t.mainScriptUrlOrBlob||u,wasmMemory:X,wasmModule:J})},yc:function(){var T=R("ort-wasm-threaded.worker.js");re.Yb.push(new Worker(T))},Cc:function(){return re.Yb.length==0&&(re.yc(),re.Fc(re.Yb[0])),re.Yb.pop()}};function rt(T){for(;0>2>>>0];T=f()[T+48>>2>>>0],Qt(E,E-T),ce(E)};var Je=[];function we(T){var E=Je[T];return E||(T>=Je.length&&(Je.length=T+1),Je[T]=E=Be.get(T)),E}t.invokeEntryPoint=function(T,E){T=we(T)(E),qe()?re.nc(T):Kt(T)};var ot,ft,st=[],ae=0,ie=0;function se(T){this.Zb=T,this.Sb=T-24,this.xc=function(E){l()[this.Sb+4>>2>>>0]=E},this.bc=function(){return l()[this.Sb+4>>2>>>0]},this.wc=function(E){l()[this.Sb+8>>2>>>0]=E},this.Dc=function(){return l()[this.Sb+8>>2>>>0]},this.rc=function(){f()[this.Sb>>2>>>0]=0},this.hc=function(E){E=E?1:0,a()[this.Sb+12>>0>>>0]=E},this.uc=function(){return a()[this.Sb+12>>0>>>0]!=0},this.ic=function(E){E=E?1:0,a()[this.Sb+13>>0>>>0]=E},this.kc=function(){return a()[this.Sb+13>>0>>>0]!=0},this.fc=function(E,k){this.cc(0),this.xc(E),this.wc(k),this.rc(),this.hc(!1),this.ic(!1)},this.sc=function(){Atomics.add(f(),this.Sb>>2,1)},this.Hc=function(){return Atomics.sub(f(),this.Sb>>2,1)===1},this.cc=function(E){l()[this.Sb+16>>2>>>0]=E},this.tc=function(){return l()[this.Sb+16>>2>>>0]},this.vc=function(){if(Zt(this.bc()))return l()[this.Zb>>2>>>0];var E=this.tc();return E!==0?E:this.Zb}}function gt(T){return Gt(new se(T).Sb)}function at(T,E,k,C){return I?Z(3,1,T,E,k,C):mt(T,E,k,C)}function mt(T,E,k,C){if(typeof SharedArrayBuffer>"u")return j("Current environment does not support SharedArrayBuffer, pthreads are not available!"),6;var B=[];return I&&B.length===0?at(T,E,k,C):(T={Ic:k,Ub:T,zc:C,Nc:B},I?(T.Oc="spawnThread",postMessage(T,B),0):dt(T))}function bt(T,E,k){return I?Z(4,1,T,E,k):0}function _t(T,E){if(I)return Z(5,1,T,E)}function yt(T,E){if(I)return Z(6,1,T,E)}function wt(T,E,k){if(I)return Z(7,1,T,E,k)}function vt(T,E,k){return I?Z(8,1,T,E,k):0}function xt(T,E){if(I)return Z(9,1,T,E)}function Tt(T,E,k){if(I)return Z(10,1,T,E,k)}function St(T,E,k,C){if(I)return Z(11,1,T,E,k,C)}function At(T,E,k,C){if(I)return Z(12,1,T,E,k,C)}function Ot(T,E,k,C){if(I)return Z(13,1,T,E,k,C)}function Et(T){if(I)return Z(14,1,T)}function P(T,E){if(I)return Z(15,1,T,E)}function M(T,E,k){if(I)return Z(16,1,T,E,k)}function $(T){Atomics.store(f(),T>>2,1),Dt()&&Yt(T),Atomics.compareExchange(f(),T>>2,1,0)}function z(T){return l()[T>>>2]+4294967296*f()[T+4>>>2]}function U(T,E,k,C,B,G){return I?Z(17,1,T,E,k,C,B,G):-52}function H(T,E,k,C,B,G){if(I)return Z(18,1,T,E,k,C,B,G)}function Y(T){var E=Ce(T)+1,k=Lt(E);return k&&Ne(T,a(),k,E),k}function te(T,E,k){function C(ge){return(ge=ge.toTimeString().match(/\(([A-Za-z ]+)\)$/))?ge[1]:"GMT"}if(I)return Z(19,1,T,E,k);var B=new Date().getFullYear(),G=new Date(B,0,1),K=new Date(B,6,1);B=G.getTimezoneOffset();var ne=K.getTimezoneOffset(),pe=Math.max(B,ne);f()[T>>2>>>0]=60*pe,f()[E>>2>>>0]=+(B!=ne),T=C(G),E=C(K),T=Y(T),E=Y(E),ne>2>>>0]=T,l()[k+4>>2>>>0]=E):(l()[k>>2>>>0]=E,l()[k+4>>2>>>0]=T)}function Z(T,E){var k=arguments.length-2,C=arguments;return It(()=>{for(var B=jt(8*k),G=B>>3,K=0;K>>0]=ne}return Xt(T,k,B,E)})}t.executeNotifiedProxyingQueue=$,ft=x?()=>{var T=process.hrtime();return 1e3*T[0]+T[1]/1e6}:I?()=>performance.now()-t.__performance_now_clock_drift:()=>performance.now();var le,Se=[],Le={};function Fe(){if(!le){var T,E={USER:"web_user",LOGNAME:"web_user",PATH:"/",PWD:"/",HOME:"/home/web_user",LANG:(typeof navigator=="object"&&navigator.languages&&navigator.languages[0]||"C").replace("-","_")+".UTF-8",_:v||"./this.program"};for(T in Le)Le[T]===void 0?delete E[T]:E[T]=Le[T];var k=[];for(T in E)k.push(T+"="+E[T]);le=k}return le}function q(T,E){if(I)return Z(20,1,T,E);var k=0;return Fe().forEach(function(C,B){var G=E+k;for(B=l()[T+4*B>>2>>>0]=G,G=0;G>0>>>0]=C.charCodeAt(G);a()[B>>0>>>0]=0,k+=C.length+1}),0}function me(T,E){if(I)return Z(21,1,T,E);var k=Fe();l()[T>>2>>>0]=k.length;var C=0;return k.forEach(function(B){C+=B.length+1}),l()[E>>2>>>0]=C,0}function Pe(T){return I?Z(22,1,T):52}function We(T,E,k,C){return I?Z(23,1,T,E,k,C):52}function et(T,E,k,C,B){return I?Z(24,1,T,E,k,C,B):70}var Ft=[null,[],[]];function $t(T,E){var k=Ft[T];E===0||E===10?((T===1?D:j)($e(k,0)),k.length=0):k.push(E)}function zt(T,E,k,C){if(I)return Z(25,1,T,E,k,C);for(var B=0,G=0;G>2>>>0],ne=l()[E+4>>2>>>0];E+=8;for(var pe=0;pe>>0]);B+=ne}return l()[C>>2>>>0]=B,0}var ze=0;function Mt(T){return T%4==0&&(T%100!=0||T%400==0)}var Bt=[31,29,31,30,31,30,31,31,30,31,30,31],Ut=[31,28,31,30,31,30,31,31,30,31,30,31];function Vt(T,E,k,C){function B(W,_e,Me){for(W=typeof W=="number"?W.toString():W||"";W.length<_e;)W=Me[0]+W;return W}function G(W,_e){return B(W,_e,"0")}function K(W,_e){function Me(ht){return 0>ht?-1:0tt-W.getDate())){W.setDate(W.getDate()+_e);break}_e-=tt-W.getDate()+1,W.setDate(1),11>Me?W.setMonth(Me+1):(W.setMonth(0),W.setFullYear(W.getFullYear()+1))}return Me=new Date(W.getFullYear()+1,0,4),_e=ne(new Date(W.getFullYear(),0,4)),Me=ne(Me),0>=K(_e,W)?0>=K(Me,W)?W.getFullYear()+1:W.getFullYear():W.getFullYear()-1}var ge=f()[C+40>>2>>>0];for(var De in C={Lc:f()[C>>2>>>0],Kc:f()[C+4>>2>>>0],dc:f()[C+8>>2>>>0],jc:f()[C+12>>2>>>0],ec:f()[C+16>>2>>>0],Xb:f()[C+20>>2>>>0],Tb:f()[C+24>>2>>>0],Wb:f()[C+28>>2>>>0],Rc:f()[C+32>>2>>>0],Jc:f()[C+36>>2>>>0],Mc:ge?Te(ge):""},k=Te(k),ge={"%c":"%a %b %d %H:%M:%S %Y","%D":"%m/%d/%y","%F":"%Y-%m-%d","%h":"%b","%r":"%I:%M:%S %p","%R":"%H:%M","%T":"%H:%M:%S","%x":"%m/%d/%y","%X":"%H:%M:%S","%Ec":"%c","%EC":"%C","%Ex":"%m/%d/%y","%EX":"%H:%M:%S","%Ey":"%y","%EY":"%Y","%Od":"%d","%Oe":"%e","%OH":"%H","%OI":"%I","%Om":"%m","%OM":"%M","%OS":"%S","%Ou":"%u","%OU":"%U","%OV":"%V","%Ow":"%w","%OW":"%W","%Oy":"%y"})k=k.replace(new RegExp(De,"g"),ge[De]);var Ke="Sunday Monday Tuesday Wednesday Thursday Friday Saturday".split(" "),He="January February March April May June July August September October November December".split(" ");for(De in ge={"%a":function(W){return Ke[W.Tb].substring(0,3)},"%A":function(W){return Ke[W.Tb]},"%b":function(W){return He[W.ec].substring(0,3)},"%B":function(W){return He[W.ec]},"%C":function(W){return G((W.Xb+1900)/100|0,2)},"%d":function(W){return G(W.jc,2)},"%e":function(W){return B(W.jc,2," ")},"%g":function(W){return pe(W).toString().substring(2)},"%G":function(W){return pe(W)},"%H":function(W){return G(W.dc,2)},"%I":function(W){return(W=W.dc)==0?W=12:12W.dc?"AM":"PM"},"%S":function(W){return G(W.Lc,2)},"%t":function(){return" "},"%u":function(W){return W.Tb||7},"%U":function(W){return G(Math.floor((W.Wb+7-W.Tb)/7),2)},"%V":function(W){var _e=Math.floor((W.Wb+7-(W.Tb+6)%7)/7);if(2>=(W.Tb+371-W.Wb-2)%7&&_e++,_e)_e==53&&((Me=(W.Tb+371-W.Wb)%7)==4||Me==3&&Mt(W.Xb)||(_e=1));else{_e=52;var Me=(W.Tb+7-W.Wb-1)%7;(Me==4||Me==5&&Mt(W.Xb%400-1))&&_e++}return G(_e,2)},"%w":function(W){return W.Tb},"%W":function(W){return G(Math.floor((W.Wb+7-(W.Tb+6)%7)/7),2)},"%y":function(W){return(W.Xb+1900).toString().substring(2)},"%Y":function(W){return W.Xb+1900},"%z":function(W){var _e=0<=(W=W.Jc);return W=Math.abs(W)/60,(_e?"+":"-")+("0000"+(W/60*100+W%60)).slice(-4)},"%Z":function(W){return W.Mc},"%%":function(){return"%"}},k=k.replace(/%%/g,"\0\0"),ge)k.includes(De)&&(k=k.replace(new RegExp(De,"g"),ge[De](C)));return De=function(W){var _e=Array(Ce(W)+1);return Ne(W,_e,0,_e.length),_e}(k=k.replace(/\0\0/g,"%")),De.length>E?0:(function(W,_e){a().set(W,_e>>>0)}(De,T),De.length-1)}re.fc();var hn=[null,Re,kt,at,bt,_t,yt,wt,vt,xt,Tt,St,At,Ot,Et,P,M,U,H,te,q,me,Pe,We,et,zt],pn={b:function(T){return Lt(T+24)+24},n:function(T){return(T=new se(T)).uc()||(T.hc(!0),ae--),T.ic(!1),st.push(T),T.sc(),T.vc()},ma:function(T){throw j("Unexpected exception thrown, this is not properly supported - aborting"),be=!0,T},x:function(){he(0);var T=st.pop();if(T.Hc()&&!T.kc()){var E=T.Dc();E&&we(E)(T.Zb),gt(T.Zb)}ie=0},e:function(){var T=ie;if(!T)return ze=0;var E=new se(T);E.cc(T);var k=E.bc();if(!k)return ze=0,T;for(var C=Array.prototype.slice.call(arguments),B=0;B$(C));else if(I)postMessage({targetThread:T,cmd:"processProxyingQueue",queue:C});else{if(!(T=re.Vb[T]))return;T.postMessage({cmd:"processProxyingQueue",queue:C})}return 1},Ea:function(){return-1},Pa:function(T,E){T=new Date(1e3*z(T)),f()[E>>2>>>0]=T.getUTCSeconds(),f()[E+4>>2>>>0]=T.getUTCMinutes(),f()[E+8>>2>>>0]=T.getUTCHours(),f()[E+12>>2>>>0]=T.getUTCDate(),f()[E+16>>2>>>0]=T.getUTCMonth(),f()[E+20>>2>>>0]=T.getUTCFullYear()-1900,f()[E+24>>2>>>0]=T.getUTCDay(),T=(T.getTime()-Date.UTC(T.getUTCFullYear(),0,1,0,0,0,0))/864e5|0,f()[E+28>>2>>>0]=T},Qa:function(T,E){T=new Date(1e3*z(T)),f()[E>>2>>>0]=T.getSeconds(),f()[E+4>>2>>>0]=T.getMinutes(),f()[E+8>>2>>>0]=T.getHours(),f()[E+12>>2>>>0]=T.getDate(),f()[E+16>>2>>>0]=T.getMonth(),f()[E+20>>2>>>0]=T.getFullYear()-1900,f()[E+24>>2>>>0]=T.getDay();var k=new Date(T.getFullYear(),0,1),C=(T.getTime()-k.getTime())/864e5|0;f()[E+28>>2>>>0]=C,f()[E+36>>2>>>0]=-60*T.getTimezoneOffset(),C=new Date(T.getFullYear(),6,1).getTimezoneOffset(),T=0|(C!=(k=k.getTimezoneOffset())&&T.getTimezoneOffset()==Math.min(k,C)),f()[E+32>>2>>>0]=T},Ra:function(T){var E=new Date(f()[T+20>>2>>>0]+1900,f()[T+16>>2>>>0],f()[T+12>>2>>>0],f()[T+8>>2>>>0],f()[T+4>>2>>>0],f()[T>>2>>>0],0),k=f()[T+32>>2>>>0],C=E.getTimezoneOffset(),B=new Date(E.getFullYear(),0,1),G=new Date(E.getFullYear(),6,1).getTimezoneOffset(),K=B.getTimezoneOffset(),ne=Math.min(K,G);return 0>k?f()[T+32>>2>>>0]=+(G!=K&&ne==C):0>2>>>0]=E.getDay(),k=(E.getTime()-B.getTime())/864e5|0,f()[T+28>>2>>>0]=k,f()[T>>2>>>0]=E.getSeconds(),f()[T+4>>2>>>0]=E.getMinutes(),f()[T+8>>2>>>0]=E.getHours(),f()[T+12>>2>>>0]=E.getDate(),f()[T+16>>2>>>0]=E.getMonth(),E.getTime()/1e3|0},Aa:U,Ba:H,Sa:function T(E,k,C){T.Ac||(T.Ac=!0,te(E,k,C))},y:function(){fe("")},U:function(){if(!x&&!O){var T="Blocking on the main thread is very dangerous, see https://emscripten.org/docs/porting/pthreads.html#blocking-on-the-main-browser-thread";ot||(ot={}),ot[T]||(ot[T]=1,x&&(T="warning: "+T),j(T))}},ra:function(){return 4294901760},B:ft,Ia:function(T,E,k){h().copyWithin(T>>>0,E>>>0,E+k>>>0)},F:function(){return x?o(3993).cpus().length:navigator.hardwareConcurrency},Da:function(T,E,k){Se.length=E,k>>=3;for(var C=0;C>>0];return(0>T?Pt[-T-1]:hn[T]).apply(null,Se)},qa:function(T){var E=h().length;if((T>>>=0)<=E||4294901760=k;k*=2){var C=E*(1+.2/k);C=Math.min(C,T+100663296);var B=Math;C=Math.max(T,C),B=B.min.call(B,4294901760,C+(65536-C%65536)%65536);e:{try{X.grow(B-ee.byteLength+65535>>>16),Ee(X.buffer);var G=1;break e}catch{}G=void 0}if(G)return!0}return!1},Na:function(){throw"unwind"},Ga:q,Ha:me,J:it,I:Pe,S:We,ga:et,R:zt,d:function(){return ze},na:function T(E,k){T.lc||(T.lc=function(){if(typeof crypto=="object"&&typeof crypto.getRandomValues=="function"){var B=new Uint8Array(1);return()=>(crypto.getRandomValues(B),B[0])}if(x)try{var G=o(Object(function(){var K=new Error("Cannot find module 'crypto'");throw K.code="MODULE_NOT_FOUND",K}()));return()=>G.randomBytes(1)[0]}catch{}return()=>fe("randomDevice")}());for(var C=0;C>0>>>0]=T.lc();return 0},ia:function(T,E,k){var C=de();try{return we(T)(E,k)}catch(B){if(ce(C),B!==B+0)throw B;he(1,0)}},ja:function(T,E,k){var C=de();try{return we(T)(E,k)}catch(B){if(ce(C),B!==B+0)throw B;he(1,0)}},K:function(T){var E=de();try{return we(T)()}catch(k){if(ce(E),k!==k+0)throw k;he(1,0)}},f:function(T,E){var k=de();try{return we(T)(E)}catch(C){if(ce(k),C!==C+0)throw C;he(1,0)}},P:function(T,E,k){var C=de();try{return we(T)(E,k)}catch(B){if(ce(C),B!==B+0)throw B;he(1,0)}},Q:function(T,E,k){var C=de();try{return we(T)(E,k)}catch(B){if(ce(C),B!==B+0)throw B;he(1,0)}},k:function(T,E,k){var C=de();try{return we(T)(E,k)}catch(B){if(ce(C),B!==B+0)throw B;he(1,0)}},p:function(T,E,k,C){var B=de();try{return we(T)(E,k,C)}catch(G){if(ce(B),G!==G+0)throw G;he(1,0)}},q:function(T,E,k,C,B){var G=de();try{return we(T)(E,k,C,B)}catch(K){if(ce(G),K!==K+0)throw K;he(1,0)}},N:function(T,E,k,C,B,G){var K=de();try{return we(T)(E,k,C,B,G)}catch(ne){if(ce(K),ne!==ne+0)throw ne;he(1,0)}},s:function(T,E,k,C,B,G){var K=de();try{return we(T)(E,k,C,B,G)}catch(ne){if(ce(K),ne!==ne+0)throw ne;he(1,0)}},w:function(T,E,k,C,B,G,K){var ne=de();try{return we(T)(E,k,C,B,G,K)}catch(pe){if(ce(ne),pe!==pe+0)throw pe;he(1,0)}},L:function(T,E,k,C,B,G,K,ne){var pe=de();try{return we(T)(E,k,C,B,G,K,ne)}catch(ge){if(ce(pe),ge!==ge+0)throw ge;he(1,0)}},E:function(T,E,k,C,B,G,K,ne,pe,ge,De,Ke){var He=de();try{return we(T)(E,k,C,B,G,K,ne,pe,ge,De,Ke)}catch(W){if(ce(He),W!==W+0)throw W;he(1,0)}},aa:function(T,E,k,C,B,G,K,ne){var pe=de();try{return un(T,E,k,C,B,G,K,ne)}catch(ge){if(ce(pe),ge!==ge+0)throw ge;he(1,0)}},_:function(T,E,k,C,B,G,K){var ne=de();try{return en(T,E,k,C,B,G,K)}catch(pe){if(ce(ne),pe!==pe+0)throw pe;he(1,0)}},Z:function(T,E,k,C,B){var G=de();try{return ln(T,E,k,C,B)}catch(K){if(ce(G),K!==K+0)throw K;he(1,0)}},ca:function(T,E,k,C){var B=de();try{return sn(T,E,k,C)}catch(G){if(ce(B),G!==G+0)throw G;he(1,0)}},$:function(T){var E=de();try{return Jt(T)}catch(k){if(ce(E),k!==k+0)throw k;he(1,0)}},ba:function(T,E){var k=de();try{return an(T,E)}catch(C){if(ce(k),C!==C+0)throw C;he(1,0)}},Y:function(T,E,k){var C=de();try{return tn(T,E,k)}catch(B){if(ce(C),B!==B+0)throw B;he(1,0)}},g:function(T){var E=de();try{we(T)()}catch(k){if(ce(E),k!==k+0)throw k;he(1,0)}},r:function(T,E){var k=de();try{we(T)(E)}catch(C){if(ce(k),C!==C+0)throw C;he(1,0)}},i:function(T,E,k){var C=de();try{we(T)(E,k)}catch(B){if(ce(C),B!==B+0)throw B;he(1,0)}},ha:function(T,E,k,C){var B=de();try{we(T)(E,k,C)}catch(G){if(ce(B),G!==G+0)throw G;he(1,0)}},m:function(T,E,k,C){var B=de();try{we(T)(E,k,C)}catch(G){if(ce(B),G!==G+0)throw G;he(1,0)}},v:function(T,E,k,C,B){var G=de();try{we(T)(E,k,C,B)}catch(K){if(ce(G),K!==K+0)throw K;he(1,0)}},u:function(T,E,k,C,B,G){var K=de();try{we(T)(E,k,C,B,G)}catch(ne){if(ce(K),ne!==ne+0)throw ne;he(1,0)}},O:function(T,E,k,C,B,G,K){var ne=de();try{we(T)(E,k,C,B,G,K)}catch(pe){if(ce(ne),pe!==pe+0)throw pe;he(1,0)}},A:function(T,E,k,C,B,G,K,ne){var pe=de();try{we(T)(E,k,C,B,G,K,ne)}catch(ge){if(ce(pe),ge!==ge+0)throw ge;he(1,0)}},ka:function(T,E,k,C,B,G,K,ne,pe){var ge=de();try{we(T)(E,k,C,B,G,K,ne,pe)}catch(De){if(ce(ge),De!==De+0)throw De;he(1,0)}},C:function(T,E,k,C,B,G,K,ne,pe,ge,De){var Ke=de();try{we(T)(E,k,C,B,G,K,ne,pe,ge,De)}catch(He){if(ce(Ke),He!==He+0)throw He;he(1,0)}},D:function(T,E,k,C,B,G,K,ne,pe,ge,De,Ke,He,W,_e,Me){var tt=de();try{we(T)(E,k,C,B,G,K,ne,pe,ge,De,Ke,He,W,_e,Me)}catch(ht){if(ce(tt),ht!==ht+0)throw ht;he(1,0)}},fa:function(T,E,k,C,B,G,K,ne){var pe=de();try{nn(T,E,k,C,B,G,K,ne)}catch(ge){if(ce(pe),ge!==ge+0)throw ge;he(1,0)}},da:function(T,E,k,C,B,G,K,ne,pe,ge,De,Ke){var He=de();try{on(T,E,k,C,B,G,K,ne,pe,ge,De,Ke)}catch(W){if(ce(He),W!==W+0)throw W;he(1,0)}},ea:function(T,E,k,C,B,G){var K=de();try{rn(T,E,k,C,B,G)}catch(ne){if(ce(K),ne!==ne+0)throw ne;he(1,0)}},o:function(T){return T},a:X||t.wasmMemory,G:function(T){ze=T},la:Vt,z:function(T,E,k,C){return Vt(T,E,k,C)}};(function(){function T(B,G){t.asm=B.exports,re.qc.push(t.asm.sb),Be=t.asm.ub,Ge.unshift(t.asm.Va),J=G,I||(je--,t.monitorRunDependencies&&t.monitorRunDependencies(je),je==0&&Ye&&(B=Ye,Ye=null,B()))}function E(B){T(B.instance,B.module)}function k(B){return function(){if(!V&&(A||O)){if(typeof fetch=="function"&&!Ie.startsWith("file://"))return fetch(Ie,{credentials:"same-origin"}).then(function(G){if(!G.ok)throw"failed to load wasm binary file at '"+Ie+"'";return G.arrayBuffer()}).catch(function(){return lt()});if(d)return new Promise(function(G,K){d(Ie,function(ne){G(new Uint8Array(ne))},K)})}return Promise.resolve().then(function(){return lt()})}().then(function(G){return WebAssembly.instantiate(G,C)}).then(function(G){return G}).then(B,function(G){j("failed to asynchronously prepare wasm: "+G),fe(G)})}var C={a:pn};if(I||(je++,t.monitorRunDependencies&&t.monitorRunDependencies(je)),t.instantiateWasm)try{return t.instantiateWasm(C,T)}catch(B){return j("Module.instantiateWasm callback failed with error: "+B),!1}(V||typeof WebAssembly.instantiateStreaming!="function"||pt()||Ie.startsWith("file://")||x||typeof fetch!="function"?k(E):fetch(Ie,{credentials:"same-origin"}).then(function(B){return WebAssembly.instantiateStreaming(B,C).then(E,function(G){return j("wasm streaming compile failed: "+G),j("falling back to ArrayBuffer instantiation"),k(E)})})).catch(r)})(),t.___wasm_call_ctors=function(){return(t.___wasm_call_ctors=t.asm.Va).apply(null,arguments)},t._OrtInit=function(){return(t._OrtInit=t.asm.Wa).apply(null,arguments)},t._OrtCreateSessionOptions=function(){return(t._OrtCreateSessionOptions=t.asm.Xa).apply(null,arguments)},t._OrtAppendExecutionProvider=function(){return(t._OrtAppendExecutionProvider=t.asm.Ya).apply(null,arguments)},t._OrtAddSessionConfigEntry=function(){return(t._OrtAddSessionConfigEntry=t.asm.Za).apply(null,arguments)},t._OrtReleaseSessionOptions=function(){return(t._OrtReleaseSessionOptions=t.asm._a).apply(null,arguments)},t._OrtCreateSession=function(){return(t._OrtCreateSession=t.asm.$a).apply(null,arguments)},t._OrtReleaseSession=function(){return(t._OrtReleaseSession=t.asm.ab).apply(null,arguments)},t._OrtGetInputCount=function(){return(t._OrtGetInputCount=t.asm.bb).apply(null,arguments)},t._OrtGetOutputCount=function(){return(t._OrtGetOutputCount=t.asm.cb).apply(null,arguments)},t._OrtGetInputName=function(){return(t._OrtGetInputName=t.asm.db).apply(null,arguments)},t._OrtGetOutputName=function(){return(t._OrtGetOutputName=t.asm.eb).apply(null,arguments)},t._OrtFree=function(){return(t._OrtFree=t.asm.fb).apply(null,arguments)},t._OrtCreateTensor=function(){return(t._OrtCreateTensor=t.asm.gb).apply(null,arguments)},t._OrtGetTensorData=function(){return(t._OrtGetTensorData=t.asm.hb).apply(null,arguments)},t._OrtReleaseTensor=function(){return(t._OrtReleaseTensor=t.asm.ib).apply(null,arguments)},t._OrtCreateRunOptions=function(){return(t._OrtCreateRunOptions=t.asm.jb).apply(null,arguments)},t._OrtAddRunConfigEntry=function(){return(t._OrtAddRunConfigEntry=t.asm.kb).apply(null,arguments)},t._OrtReleaseRunOptions=function(){return(t._OrtReleaseRunOptions=t.asm.lb).apply(null,arguments)},t._OrtRun=function(){return(t._OrtRun=t.asm.mb).apply(null,arguments)},t._OrtEndProfiling=function(){return(t._OrtEndProfiling=t.asm.nb).apply(null,arguments)};var Dt=t._pthread_self=function(){return(Dt=t._pthread_self=t.asm.ob).apply(null,arguments)},Lt=t._malloc=function(){return(Lt=t._malloc=t.asm.pb).apply(null,arguments)},Gt=t._free=function(){return(Gt=t._free=t.asm.qb).apply(null,arguments)},qt=t._fflush=function(){return(qt=t._fflush=t.asm.rb).apply(null,arguments)};t.__emscripten_tls_init=function(){return(t.__emscripten_tls_init=t.asm.sb).apply(null,arguments)};var Wt=t.___funcs_on_exit=function(){return(Wt=t.___funcs_on_exit=t.asm.tb).apply(null,arguments)},Ht=t.__emscripten_thread_init=function(){return(Ht=t.__emscripten_thread_init=t.asm.vb).apply(null,arguments)};t.__emscripten_thread_crashed=function(){return(t.__emscripten_thread_crashed=t.asm.wb).apply(null,arguments)};var Ct,Xt=t._emscripten_run_in_main_runtime_thread_js=function(){return(Xt=t._emscripten_run_in_main_runtime_thread_js=t.asm.xb).apply(null,arguments)},Yt=t.__emscripten_proxy_execute_task_queue=function(){return(Yt=t.__emscripten_proxy_execute_task_queue=t.asm.yb).apply(null,arguments)},Rt=t.__emscripten_thread_free_data=function(){return(Rt=t.__emscripten_thread_free_data=t.asm.zb).apply(null,arguments)},Kt=t.__emscripten_thread_exit=function(){return(Kt=t.__emscripten_thread_exit=t.asm.Ab).apply(null,arguments)},he=t._setThrew=function(){return(he=t._setThrew=t.asm.Bb).apply(null,arguments)},Qt=t._emscripten_stack_set_limits=function(){return(Qt=t._emscripten_stack_set_limits=t.asm.Cb).apply(null,arguments)},de=t.stackSave=function(){return(de=t.stackSave=t.asm.Db).apply(null,arguments)},ce=t.stackRestore=function(){return(ce=t.stackRestore=t.asm.Eb).apply(null,arguments)},jt=t.stackAlloc=function(){return(jt=t.stackAlloc=t.asm.Fb).apply(null,arguments)},Nt=t.___cxa_can_catch=function(){return(Nt=t.___cxa_can_catch=t.asm.Gb).apply(null,arguments)},Zt=t.___cxa_is_pointer_type=function(){return(Zt=t.___cxa_is_pointer_type=t.asm.Hb).apply(null,arguments)},Jt=t.dynCall_j=function(){return(Jt=t.dynCall_j=t.asm.Ib).apply(null,arguments)},en=t.dynCall_iiiiij=function(){return(en=t.dynCall_iiiiij=t.asm.Jb).apply(null,arguments)},tn=t.dynCall_jii=function(){return(tn=t.dynCall_jii=t.asm.Kb).apply(null,arguments)},nn=t.dynCall_viiiiij=function(){return(nn=t.dynCall_viiiiij=t.asm.Lb).apply(null,arguments)},rn=t.dynCall_vjji=function(){return(rn=t.dynCall_vjji=t.asm.Mb).apply(null,arguments)},on=t.dynCall_viiijjjii=function(){return(on=t.dynCall_viiijjjii=t.asm.Nb).apply(null,arguments)},sn=t.dynCall_iij=function(){return(sn=t.dynCall_iij=t.asm.Ob).apply(null,arguments)},an=t.dynCall_ji=function(){return(an=t.dynCall_ji=t.asm.Pb).apply(null,arguments)},un=t.dynCall_iiiiiij=function(){return(un=t.dynCall_iiiiiij=t.asm.Qb).apply(null,arguments)},ln=t.dynCall_iiij=function(){return(ln=t.dynCall_iiij=t.asm.Rb).apply(null,arguments)};function cn(){function T(){if(!Ct&&(Ct=!0,t.calledRun=!0,!be)&&(I||rt(Ge),e(t),t.onRuntimeInitialized&&t.onRuntimeInitialized(),!I)){if(t.postRun)for(typeof t.postRun=="function"&&(t.postRun=[t.postRun]);t.postRun.length;){var E=t.postRun.shift();Qe.unshift(E)}rt(Qe)}}if(!(0{var u,c=(u=(u=typeof document<"u"&&document.currentScript?document.currentScript.src:void 0)||"/index.js",function(p){var a,h,f;p=p||{},a||(a=p!==void 0?p:{}),a.ready=new Promise(function(P,M){h=P,f=M});var l,s,t,e,r,i,d=Object.assign({},a),g="./this.program",m=(P,M)=>{throw M},_=typeof window=="object",y=typeof importScripts=="function",w=typeof process=="object"&&typeof process.versions=="object"&&typeof process.versions.node=="string",v="";w?(v=y?o(908).dirname(v)+"/":"//",i=()=>{r||(e=o(1384),r=o(908))},l=function(P,M){return i(),P=r.normalize(P),e.readFileSync(P,M?void 0:"utf8")},t=P=>((P=l(P,!0)).buffer||(P=new Uint8Array(P)),P),s=(P,M,$)=>{i(),P=r.normalize(P),e.readFile(P,function(z,U){z?$(z):M(U.buffer)})},1{if(x||0{var M=new XMLHttpRequest;return M.open("GET",P,!1),M.send(null),M.responseText},y&&(t=P=>{var M=new XMLHttpRequest;return M.open("GET",P,!1),M.responseType="arraybuffer",M.send(null),new Uint8Array(M.response)}),s=(P,M,$)=>{var z=new XMLHttpRequest;z.open("GET",P,!0),z.responseType="arraybuffer",z.onload=()=>{z.status==200||z.status==0&&z.response?M(z.response):$()},z.onerror=$,z.send(null)});var S,A=a.print||console.log.bind(console),O=a.printErr||console.warn.bind(console);Object.assign(a,d),d=null,a.thisProgram&&(g=a.thisProgram),a.quit&&(m=a.quit),a.wasmBinary&&(S=a.wasmBinary);var x=a.noExitRuntime||!1;typeof WebAssembly!="object"&&Ee("no native wasm support detected");var I,N,R,L,F,V,D=!1,j=typeof TextDecoder<"u"?new TextDecoder("utf8"):void 0;function Q(P,M,$){var z=(M>>>=0)+$;for($=M;P[$]&&!($>=z);)++$;if(16<$-M&&P.buffer&&j)return j.decode(P.subarray(M,$));for(z="";M<$;){var U=P[M++];if(128&U){var H=63&P[M++];if((224&U)==192)z+=String.fromCharCode((31&U)<<6|H);else{var Y=63&P[M++];65536>(U=(240&U)==224?(15&U)<<12|H<<6|Y:(7&U)<<18|H<<12|Y<<6|63&P[M++])?z+=String.fromCharCode(U):(U-=65536,z+=String.fromCharCode(55296|U>>10,56320|1023&U))}}else z+=String.fromCharCode(U)}return z}function X(P,M){return(P>>>=0)?Q(L,P,M):""}function J(P,M,$,z){if(!(0>>=0;z=$+z-1;for(var H=0;H=Y&&(Y=65536+((1023&Y)<<10)|1023&P.charCodeAt(++H)),127>=Y){if($>=z)break;M[$++>>>0]=Y}else{if(2047>=Y){if($+1>=z)break;M[$++>>>0]=192|Y>>6}else{if(65535>=Y){if($+2>=z)break;M[$++>>>0]=224|Y>>12}else{if($+3>=z)break;M[$++>>>0]=240|Y>>18,M[$++>>>0]=128|Y>>12&63}M[$++>>>0]=128|Y>>6&63}M[$++>>>0]=128|63&Y}}return M[$>>>0]=0,$-U}function ee(P){for(var M=0,$=0;$=z?M++:2047>=z?M+=2:55296<=z&&57343>=z?(M+=4,++$):M+=3}return M}function ue(){var P=I.buffer;N=P,a.HEAP8=R=new Int8Array(P),a.HEAP16=new Int16Array(P),a.HEAP32=F=new Int32Array(P),a.HEAPU8=L=new Uint8Array(P),a.HEAPU16=new Uint16Array(P),a.HEAPU32=V=new Uint32Array(P),a.HEAPF32=new Float32Array(P),a.HEAPF64=new Float64Array(P)}var Ae,xe=[],oe=[],ye=[],be=[],ke=0;function $e(){var P=a.preRun.shift();xe.unshift(P)}var Te,Ne=0,Ce=null;function Ee(P){throw a.onAbort&&a.onAbort(P),O(P="Aborted("+P+")"),D=!0,P=new WebAssembly.RuntimeError(P+". Build with -sASSERTIONS for more info."),f(P),P}function Oe(){return Te.startsWith("data:application/octet-stream;base64,")}if(Te="ort-wasm.wasm",!Oe()){var Be=Te;Te=a.locateFile?a.locateFile(Be,v):v+Be}function Ve(){var P=Te;try{if(P==Te&&S)return new Uint8Array(S);if(t)return t(P);throw"both async and sync fetching of the wasm failed"}catch(M){Ee(M)}}function Ge(P){this.name="ExitStatus",this.message="Program terminated with exit("+P+")",this.status=P}function Xe(P){for(;0>2>>>0]=M},this.Eb=function(){return V[this.zb+4>>2>>>0]},this.Sb=function(M){V[this.zb+8>>2>>>0]=M},this.Wb=function(){return V[this.zb+8>>2>>>0]},this.Tb=function(){F[this.zb>>2>>>0]=0},this.Ib=function(M){R[this.zb+12>>0>>>0]=M?1:0},this.Pb=function(){return R[this.zb+12>>0>>>0]!=0},this.Jb=function(M){R[this.zb+13>>0>>>0]=M?1:0},this.Lb=function(){return R[this.zb+13>>0>>>0]!=0},this.Rb=function(M,$){this.Fb(0),this.Ub(M),this.Sb($),this.Tb(),this.Ib(!1),this.Jb(!1)},this.Nb=function(){F[this.zb>>2>>>0]+=1},this.Xb=function(){var M=F[this.zb>>2>>>0];return F[this.zb>>2>>>0]=M-1,M===1},this.Fb=function(M){V[this.zb+16>>2>>>0]=M},this.Ob=function(){return V[this.zb+16>>2>>>0]},this.Qb=function(){if(mt(this.Eb()))return V[this.Db>>2>>>0];var M=this.Ob();return M!==0?M:this.Db}}function je(P){return ot(new Ie(P).zb)}var Ye=[];function fe(P){var M=Ye[P];return M||(P>=Ye.length&&(Ye.length=P+1),Ye[P]=M=Ae.get(P)),M}function pt(P){var M=ee(P)+1,$=we(M);return $&&J(P,R,$,M),$}var lt={};function Pt(){if(!Ze){var P,M={USER:"web_user",LOGNAME:"web_user",PATH:"/",PWD:"/",HOME:"/home/web_user",LANG:(typeof navigator=="object"&&navigator.languages&&navigator.languages[0]||"C").replace("-","_")+".UTF-8",_:g||"./this.program"};for(P in lt)lt[P]===void 0?delete M[P]:M[P]=lt[P];var $=[];for(P in M)$.push(P+"="+M[P]);Ze=$}return Ze}var Ze,ct=[null,[],[]];function dt(P,M){var $=ct[P];M===0||M===10?((P===1?A:O)(Q($,0)),$.length=0):$.push(M)}var Re=0;function it(P){return P%4==0&&(P%100!=0||P%400==0)}var re=[31,29,31,30,31,30,31,31,30,31,30,31],rt=[31,28,31,30,31,30,31,31,30,31,30,31];function It(P,M,$,z){function U(q,me,Pe){for(q=typeof q=="number"?q.toString():q||"";q.lengthet?-1:0We-q.getDate())){q.setDate(q.getDate()+me);break}me-=We-q.getDate()+1,q.setDate(1),11>Pe?q.setMonth(Pe+1):(q.setMonth(0),q.setFullYear(q.getFullYear()+1))}return Pe=new Date(q.getFullYear()+1,0,4),me=te(new Date(q.getFullYear(),0,4)),Pe=te(Pe),0>=Y(me,q)?0>=Y(Pe,q)?q.getFullYear()+1:q.getFullYear():q.getFullYear()-1}var le=F[z+40>>2>>>0];for(var Se in z={$b:F[z>>2>>>0],Zb:F[z+4>>2>>>0],Gb:F[z+8>>2>>>0],Kb:F[z+12>>2>>>0],Hb:F[z+16>>2>>>0],Cb:F[z+20>>2>>>0],Ab:F[z+24>>2>>>0],Bb:F[z+28>>2>>>0],bc:F[z+32>>2>>>0],Yb:F[z+36>>2>>>0],ac:le?X(le):""},$=X($),le={"%c":"%a %b %d %H:%M:%S %Y","%D":"%m/%d/%y","%F":"%Y-%m-%d","%h":"%b","%r":"%I:%M:%S %p","%R":"%H:%M","%T":"%H:%M:%S","%x":"%m/%d/%y","%X":"%H:%M:%S","%Ec":"%c","%EC":"%C","%Ex":"%m/%d/%y","%EX":"%H:%M:%S","%Ey":"%y","%EY":"%Y","%Od":"%d","%Oe":"%e","%OH":"%H","%OI":"%I","%Om":"%m","%OM":"%M","%OS":"%S","%Ou":"%u","%OU":"%U","%OV":"%V","%Ow":"%w","%OW":"%W","%Oy":"%y"})$=$.replace(new RegExp(Se,"g"),le[Se]);var Le="Sunday Monday Tuesday Wednesday Thursday Friday Saturday".split(" "),Fe="January February March April May June July August September October November December".split(" ");for(Se in le={"%a":function(q){return Le[q.Ab].substring(0,3)},"%A":function(q){return Le[q.Ab]},"%b":function(q){return Fe[q.Hb].substring(0,3)},"%B":function(q){return Fe[q.Hb]},"%C":function(q){return H((q.Cb+1900)/100|0,2)},"%d":function(q){return H(q.Kb,2)},"%e":function(q){return U(q.Kb,2," ")},"%g":function(q){return Z(q).toString().substring(2)},"%G":function(q){return Z(q)},"%H":function(q){return H(q.Gb,2)},"%I":function(q){return(q=q.Gb)==0?q=12:12q.Gb?"AM":"PM"},"%S":function(q){return H(q.$b,2)},"%t":function(){return" "},"%u":function(q){return q.Ab||7},"%U":function(q){return H(Math.floor((q.Bb+7-q.Ab)/7),2)},"%V":function(q){var me=Math.floor((q.Bb+7-(q.Ab+6)%7)/7);if(2>=(q.Ab+371-q.Bb-2)%7&&me++,me)me==53&&((Pe=(q.Ab+371-q.Bb)%7)==4||Pe==3&&it(q.Cb)||(me=1));else{me=52;var Pe=(q.Ab+7-q.Bb-1)%7;(Pe==4||Pe==5&&it(q.Cb%400-1))&&me++}return H(me,2)},"%w":function(q){return q.Ab},"%W":function(q){return H(Math.floor((q.Bb+7-(q.Ab+6)%7)/7),2)},"%y":function(q){return(q.Cb+1900).toString().substring(2)},"%Y":function(q){return q.Cb+1900},"%z":function(q){var me=0<=(q=q.Yb);return q=Math.abs(q)/60,(me?"+":"-")+("0000"+(q/60*100+q%60)).slice(-4)},"%Z":function(q){return q.ac},"%%":function(){return"%"}},$=$.replace(/%%/g,"\0\0"),le)$.includes(Se)&&($=$.replace(new RegExp(Se,"g"),le[Se](z)));return Se=function(q){var me=Array(ee(q)+1);return J(q,me,0,me.length),me}($=$.replace(/\0\0/g,"%")),Se.length>M?0:(R.set(Se,P>>>0),Se.length-1)}var kt={a:function(P){return we(P+24)+24},m:function(P){return(P=new Ie(P)).Pb()||(P.Ib(!0),qe--),P.Jb(!1),Qe.push(P),P.Nb(),P.Qb()},ia:function(P){throw O("Unexpected exception thrown, this is not properly supported - aborting"),D=!0,P},w:function(){ae(0);var P=Qe.pop();if(P.Xb()&&!P.Lb()){var M=P.Wb();M&&fe(M)(P.Db),je(P.Db)}Ue=0},d:function(){var P=Ue;if(!P)return Re=0;var M=new Ie(P);M.Fb(P);var $=M.Eb();if(!$)return Re=0,P;for(var z=Array.prototype.slice.call(arguments),U=0;U>>2]+4294967296*F[P+4>>>2])),F[M>>2>>>0]=P.getUTCSeconds(),F[M+4>>2>>>0]=P.getUTCMinutes(),F[M+8>>2>>>0]=P.getUTCHours(),F[M+12>>2>>>0]=P.getUTCDate(),F[M+16>>2>>>0]=P.getUTCMonth(),F[M+20>>2>>>0]=P.getUTCFullYear()-1900,F[M+24>>2>>>0]=P.getUTCDay(),F[M+28>>2>>>0]=(P.getTime()-Date.UTC(P.getUTCFullYear(),0,1,0,0,0,0))/864e5|0},Ea:function(P,M){P=new Date(1e3*(V[P>>>2]+4294967296*F[P+4>>>2])),F[M>>2>>>0]=P.getSeconds(),F[M+4>>2>>>0]=P.getMinutes(),F[M+8>>2>>>0]=P.getHours(),F[M+12>>2>>>0]=P.getDate(),F[M+16>>2>>>0]=P.getMonth(),F[M+20>>2>>>0]=P.getFullYear()-1900,F[M+24>>2>>>0]=P.getDay();var $=new Date(P.getFullYear(),0,1);F[M+28>>2>>>0]=(P.getTime()-$.getTime())/864e5|0,F[M+36>>2>>>0]=-60*P.getTimezoneOffset();var z=new Date(P.getFullYear(),6,1).getTimezoneOffset();$=$.getTimezoneOffset(),F[M+32>>2>>>0]=0|(z!=$&&P.getTimezoneOffset()==Math.min($,z))},Fa:function(P){var M=new Date(F[P+20>>2>>>0]+1900,F[P+16>>2>>>0],F[P+12>>2>>>0],F[P+8>>2>>>0],F[P+4>>2>>>0],F[P>>2>>>0],0),$=F[P+32>>2>>>0],z=M.getTimezoneOffset(),U=new Date(M.getFullYear(),0,1),H=new Date(M.getFullYear(),6,1).getTimezoneOffset(),Y=U.getTimezoneOffset(),te=Math.min(Y,H);return 0>$?F[P+32>>2>>>0]=+(H!=Y&&te==z):0<$!=(te==z)&&(H=Math.max(Y,H),M.setTime(M.getTime()+6e4*((0<$?te:H)-z))),F[P+24>>2>>>0]=M.getDay(),F[P+28>>2>>>0]=(M.getTime()-U.getTime())/864e5|0,F[P>>2>>>0]=M.getSeconds(),F[P+4>>2>>>0]=M.getMinutes(),F[P+8>>2>>>0]=M.getHours(),F[P+12>>2>>>0]=M.getDate(),F[P+16>>2>>>0]=M.getMonth(),M.getTime()/1e3|0},sa:function(){return-52},ta:function(){},Ga:function P(M,$,z){P.Vb||(P.Vb=!0,function(U,H,Y){function te(Fe){return(Fe=Fe.toTimeString().match(/\(([A-Za-z ]+)\)$/))?Fe[1]:"GMT"}var Z=new Date().getFullYear(),le=new Date(Z,0,1),Se=new Date(Z,6,1);Z=le.getTimezoneOffset();var Le=Se.getTimezoneOffset();F[U>>2>>>0]=60*Math.max(Z,Le),F[H>>2>>>0]=+(Z!=Le),U=te(le),H=te(Se),U=pt(U),H=pt(H),Le>2>>>0]=U,V[Y+4>>2>>>0]=H):(V[Y>>2>>>0]=H,V[Y+4>>2>>>0]=U)}(M,$,z))},B:function(){Ee("")},ma:function(){return 4294901760},I:w?()=>{var P=process.hrtime();return 1e3*P[0]+P[1]/1e6}:()=>performance.now(),xa:function(P,M,$){L.copyWithin(P>>>0,M>>>0,M+$>>>0)},G:function(P){var M=L.length;if(4294901760<(P>>>=0))return!1;for(var $=1;4>=$;$*=2){var z=M*(1+.2/$);z=Math.min(z,P+100663296);var U=Math;z=Math.max(P,z),U=U.min.call(U,4294901760,z+(65536-z%65536)%65536);e:{try{I.grow(U-N.byteLength+65535>>>16),ue();var H=1;break e}catch{}H=void 0}if(H)return!0}return!1},va:function(P,M){var $=0;return Pt().forEach(function(z,U){var H=M+$;for(U=V[P+4*U>>2>>>0]=H,H=0;H>0>>>0]=z.charCodeAt(H);R[U>>0>>>0]=0,$+=z.length+1}),0},wa:function(P,M){var $=Pt();V[P>>2>>>0]=$.length;var z=0;return $.forEach(function(U){z+=U.length+1}),V[M>>2>>>0]=z,0},ba:function(P){x||0>2>>>0],te=V[M+4>>2>>>0];M+=8;for(var Z=0;Z>>0]);U+=te}return V[z>>2>>>0]=U,0},c:function(){return Re},ja:function P(M,$){P.Mb||(P.Mb=function(){if(typeof crypto=="object"&&typeof crypto.getRandomValues=="function"){var U=new Uint8Array(1);return()=>(crypto.getRandomValues(U),U[0])}if(w)try{var H=o(Object(function(){var Y=new Error("Cannot find module 'crypto'");throw Y.code="MODULE_NOT_FOUND",Y}()));return()=>H.randomBytes(1)[0]}catch{}return()=>Ee("randomDevice")}());for(var z=0;z<$;z++)R[M+z>>0>>>0]=P.Mb();return 0},ea:function(P,M,$){var z=ie();try{return fe(P)(M,$)}catch(U){if(se(z),U!==U+0)throw U;ae(1,0)}},fa:function(P,M,$){var z=ie();try{return fe(P)(M,$)}catch(U){if(se(z),U!==U+0)throw U;ae(1,0)}},J:function(P){var M=ie();try{return fe(P)()}catch($){if(se(M),$!==$+0)throw $;ae(1,0)}},e:function(P,M){var $=ie();try{return fe(P)(M)}catch(z){if(se($),z!==z+0)throw z;ae(1,0)}},N:function(P,M,$){var z=ie();try{return fe(P)(M,$)}catch(U){if(se(z),U!==U+0)throw U;ae(1,0)}},O:function(P,M,$){var z=ie();try{return fe(P)(M,$)}catch(U){if(se(z),U!==U+0)throw U;ae(1,0)}},j:function(P,M,$){var z=ie();try{return fe(P)(M,$)}catch(U){if(se(z),U!==U+0)throw U;ae(1,0)}},o:function(P,M,$,z){var U=ie();try{return fe(P)(M,$,z)}catch(H){if(se(U),H!==H+0)throw H;ae(1,0)}},p:function(P,M,$,z,U){var H=ie();try{return fe(P)(M,$,z,U)}catch(Y){if(se(H),Y!==Y+0)throw Y;ae(1,0)}},M:function(P,M,$,z,U,H){var Y=ie();try{return fe(P)(M,$,z,U,H)}catch(te){if(se(Y),te!==te+0)throw te;ae(1,0)}},r:function(P,M,$,z,U,H){var Y=ie();try{return fe(P)(M,$,z,U,H)}catch(te){if(se(Y),te!==te+0)throw te;ae(1,0)}},v:function(P,M,$,z,U,H,Y){var te=ie();try{return fe(P)(M,$,z,U,H,Y)}catch(Z){if(se(te),Z!==Z+0)throw Z;ae(1,0)}},K:function(P,M,$,z,U,H,Y,te){var Z=ie();try{return fe(P)(M,$,z,U,H,Y,te)}catch(le){if(se(Z),le!==le+0)throw le;ae(1,0)}},D:function(P,M,$,z,U,H,Y,te,Z,le,Se,Le){var Fe=ie();try{return fe(P)(M,$,z,U,H,Y,te,Z,le,Se,Le)}catch(q){if(se(Fe),q!==q+0)throw q;ae(1,0)}},X:function(P,M,$,z,U,H,Y,te){var Z=ie();try{return At(P,M,$,z,U,H,Y,te)}catch(le){if(se(Z),le!==le+0)throw le;ae(1,0)}},V:function(P,M,$,z,U,H,Y){var te=ie();try{return _t(P,M,$,z,U,H,Y)}catch(Z){if(se(te),Z!==Z+0)throw Z;ae(1,0)}},U:function(P,M,$,z,U){var H=ie();try{return Ot(P,M,$,z,U)}catch(Y){if(se(H),Y!==Y+0)throw Y;ae(1,0)}},Z:function(P,M,$,z){var U=ie();try{return Tt(P,M,$,z)}catch(H){if(se(U),H!==H+0)throw H;ae(1,0)}},W:function(P){var M=ie();try{return bt(P)}catch($){if(se(M),$!==$+0)throw $;ae(1,0)}},Y:function(P,M){var $=ie();try{return St(P,M)}catch(z){if(se($),z!==z+0)throw z;ae(1,0)}},T:function(P,M,$){var z=ie();try{return yt(P,M,$)}catch(U){if(se(z),U!==U+0)throw U;ae(1,0)}},f:function(P){var M=ie();try{fe(P)()}catch($){if(se(M),$!==$+0)throw $;ae(1,0)}},q:function(P,M){var $=ie();try{fe(P)(M)}catch(z){if(se($),z!==z+0)throw z;ae(1,0)}},h:function(P,M,$){var z=ie();try{fe(P)(M,$)}catch(U){if(se(z),U!==U+0)throw U;ae(1,0)}},da:function(P,M,$,z){var U=ie();try{fe(P)(M,$,z)}catch(H){if(se(U),H!==H+0)throw H;ae(1,0)}},l:function(P,M,$,z){var U=ie();try{fe(P)(M,$,z)}catch(H){if(se(U),H!==H+0)throw H;ae(1,0)}},t:function(P,M,$,z,U){var H=ie();try{fe(P)(M,$,z,U)}catch(Y){if(se(H),Y!==Y+0)throw Y;ae(1,0)}},u:function(P,M,$,z,U,H){var Y=ie();try{fe(P)(M,$,z,U,H)}catch(te){if(se(Y),te!==te+0)throw te;ae(1,0)}},x:function(P,M,$,z,U,H,Y){var te=ie();try{fe(P)(M,$,z,U,H,Y)}catch(Z){if(se(te),Z!==Z+0)throw Z;ae(1,0)}},z:function(P,M,$,z,U,H,Y,te){var Z=ie();try{fe(P)(M,$,z,U,H,Y,te)}catch(le){if(se(Z),le!==le+0)throw le;ae(1,0)}},ga:function(P,M,$,z,U,H,Y,te,Z){var le=ie();try{fe(P)(M,$,z,U,H,Y,te,Z)}catch(Se){if(se(le),Se!==Se+0)throw Se;ae(1,0)}},A:function(P,M,$,z,U,H,Y,te,Z,le,Se){var Le=ie();try{fe(P)(M,$,z,U,H,Y,te,Z,le,Se)}catch(Fe){if(se(Le),Fe!==Fe+0)throw Fe;ae(1,0)}},C:function(P,M,$,z,U,H,Y,te,Z,le,Se,Le,Fe,q,me,Pe){var We=ie();try{fe(P)(M,$,z,U,H,Y,te,Z,le,Se,Le,Fe,q,me,Pe)}catch(et){if(se(We),et!==et+0)throw et;ae(1,0)}},aa:function(P,M,$,z,U,H,Y,te){var Z=ie();try{wt(P,M,$,z,U,H,Y,te)}catch(le){if(se(Z),le!==le+0)throw le;ae(1,0)}},_:function(P,M,$,z,U,H,Y,te,Z,le,Se,Le){var Fe=ie();try{xt(P,M,$,z,U,H,Y,te,Z,le,Se,Le)}catch(q){if(se(Fe),q!==q+0)throw q;ae(1,0)}},$:function(P,M,$,z,U,H){var Y=ie();try{vt(P,M,$,z,U,H)}catch(te){if(se(Y),te!==te+0)throw te;ae(1,0)}},n:function(P){return P},F:function(P){Re=P},ha:It,y:function(P,M,$,z){return It(P,M,$,z)}};(function(){function P(U){a.asm=U.exports,I=a.asm.Ka,ue(),Ae=a.asm.ib,oe.unshift(a.asm.La),Ne--,a.monitorRunDependencies&&a.monitorRunDependencies(Ne),Ne==0&&Ce&&(U=Ce,Ce=null,U())}function M(U){P(U.instance)}function $(U){return function(){if(!S&&(_||y)){if(typeof fetch=="function"&&!Te.startsWith("file://"))return fetch(Te,{credentials:"same-origin"}).then(function(H){if(!H.ok)throw"failed to load wasm binary file at '"+Te+"'";return H.arrayBuffer()}).catch(function(){return Ve()});if(s)return new Promise(function(H,Y){s(Te,function(te){H(new Uint8Array(te))},Y)})}return Promise.resolve().then(function(){return Ve()})}().then(function(H){return WebAssembly.instantiate(H,z)}).then(function(H){return H}).then(U,function(H){O("failed to asynchronously prepare wasm: "+H),Ee(H)})}var z={a:kt};if(Ne++,a.monitorRunDependencies&&a.monitorRunDependencies(Ne),a.instantiateWasm)try{return a.instantiateWasm(z,P)}catch(U){return O("Module.instantiateWasm callback failed with error: "+U),!1}(S||typeof WebAssembly.instantiateStreaming!="function"||Oe()||Te.startsWith("file://")||w||typeof fetch!="function"?$(M):fetch(Te,{credentials:"same-origin"}).then(function(U){return WebAssembly.instantiateStreaming(U,z).then(M,function(H){return O("wasm streaming compile failed: "+H),O("falling back to ArrayBuffer instantiation"),$(M)})})).catch(f)})(),a.___wasm_call_ctors=function(){return(a.___wasm_call_ctors=a.asm.La).apply(null,arguments)},a._OrtInit=function(){return(a._OrtInit=a.asm.Ma).apply(null,arguments)},a._OrtCreateSessionOptions=function(){return(a._OrtCreateSessionOptions=a.asm.Na).apply(null,arguments)},a._OrtAppendExecutionProvider=function(){return(a._OrtAppendExecutionProvider=a.asm.Oa).apply(null,arguments)},a._OrtAddSessionConfigEntry=function(){return(a._OrtAddSessionConfigEntry=a.asm.Pa).apply(null,arguments)},a._OrtReleaseSessionOptions=function(){return(a._OrtReleaseSessionOptions=a.asm.Qa).apply(null,arguments)},a._OrtCreateSession=function(){return(a._OrtCreateSession=a.asm.Ra).apply(null,arguments)},a._OrtReleaseSession=function(){return(a._OrtReleaseSession=a.asm.Sa).apply(null,arguments)},a._OrtGetInputCount=function(){return(a._OrtGetInputCount=a.asm.Ta).apply(null,arguments)},a._OrtGetOutputCount=function(){return(a._OrtGetOutputCount=a.asm.Ua).apply(null,arguments)},a._OrtGetInputName=function(){return(a._OrtGetInputName=a.asm.Va).apply(null,arguments)},a._OrtGetOutputName=function(){return(a._OrtGetOutputName=a.asm.Wa).apply(null,arguments)},a._OrtFree=function(){return(a._OrtFree=a.asm.Xa).apply(null,arguments)},a._OrtCreateTensor=function(){return(a._OrtCreateTensor=a.asm.Ya).apply(null,arguments)},a._OrtGetTensorData=function(){return(a._OrtGetTensorData=a.asm.Za).apply(null,arguments)},a._OrtReleaseTensor=function(){return(a._OrtReleaseTensor=a.asm._a).apply(null,arguments)},a._OrtCreateRunOptions=function(){return(a._OrtCreateRunOptions=a.asm.$a).apply(null,arguments)},a._OrtAddRunConfigEntry=function(){return(a._OrtAddRunConfigEntry=a.asm.ab).apply(null,arguments)},a._OrtReleaseRunOptions=function(){return(a._OrtReleaseRunOptions=a.asm.bb).apply(null,arguments)},a._OrtRun=function(){return(a._OrtRun=a.asm.cb).apply(null,arguments)},a._OrtEndProfiling=function(){return(a._OrtEndProfiling=a.asm.db).apply(null,arguments)};var Je,we=a._malloc=function(){return(we=a._malloc=a.asm.eb).apply(null,arguments)},ot=a._free=function(){return(ot=a._free=a.asm.fb).apply(null,arguments)},ft=a._fflush=function(){return(ft=a._fflush=a.asm.gb).apply(null,arguments)},st=a.___funcs_on_exit=function(){return(st=a.___funcs_on_exit=a.asm.hb).apply(null,arguments)},ae=a._setThrew=function(){return(ae=a._setThrew=a.asm.jb).apply(null,arguments)},ie=a.stackSave=function(){return(ie=a.stackSave=a.asm.kb).apply(null,arguments)},se=a.stackRestore=function(){return(se=a.stackRestore=a.asm.lb).apply(null,arguments)},gt=a.stackAlloc=function(){return(gt=a.stackAlloc=a.asm.mb).apply(null,arguments)},at=a.___cxa_can_catch=function(){return(at=a.___cxa_can_catch=a.asm.nb).apply(null,arguments)},mt=a.___cxa_is_pointer_type=function(){return(mt=a.___cxa_is_pointer_type=a.asm.ob).apply(null,arguments)},bt=a.dynCall_j=function(){return(bt=a.dynCall_j=a.asm.pb).apply(null,arguments)},_t=a.dynCall_iiiiij=function(){return(_t=a.dynCall_iiiiij=a.asm.qb).apply(null,arguments)},yt=a.dynCall_jii=function(){return(yt=a.dynCall_jii=a.asm.rb).apply(null,arguments)},wt=a.dynCall_viiiiij=function(){return(wt=a.dynCall_viiiiij=a.asm.sb).apply(null,arguments)},vt=a.dynCall_vjji=function(){return(vt=a.dynCall_vjji=a.asm.tb).apply(null,arguments)},xt=a.dynCall_viiijjjii=function(){return(xt=a.dynCall_viiijjjii=a.asm.ub).apply(null,arguments)},Tt=a.dynCall_iij=function(){return(Tt=a.dynCall_iij=a.asm.vb).apply(null,arguments)},St=a.dynCall_ji=function(){return(St=a.dynCall_ji=a.asm.wb).apply(null,arguments)},At=a.dynCall_iiiiiij=function(){return(At=a.dynCall_iiiiiij=a.asm.xb).apply(null,arguments)},Ot=a.dynCall_iiij=function(){return(Ot=a.dynCall_iiij=a.asm.yb).apply(null,arguments)};function Et(){function P(){if(!Je&&(Je=!0,a.calledRun=!0,!D)){if(Xe(oe),h(a),a.onRuntimeInitialized&&a.onRuntimeInitialized(),a.postRun)for(typeof a.postRun=="function"&&(a.postRun=[a.postRun]);a.postRun.length;){var M=a.postRun.shift();be.unshift(M)}Xe(be)}}if(!(0{b.exports=function(n,o){for(var u=new Array(arguments.length-1),c=0,p=2,a=!0;p{var o=n;o.length=function(h){var f=h.length;if(!f)return 0;for(var l=0;--f%4>1&&h.charAt(f)==="=";)++l;return Math.ceil(3*h.length)/4-l};for(var u=new Array(64),c=new Array(123),p=0;p<64;)c[u[p]=p<26?p+65:p<52?p+71:p<62?p-4:p-59|43]=p++;o.encode=function(h,f,l){for(var s,t=null,e=[],r=0,i=0;f>2],s=(3&d)<<4,i=1;break;case 1:e[r++]=u[s|d>>4],s=(15&d)<<2,i=2;break;case 2:e[r++]=u[s|d>>6],e[r++]=u[63&d],i=0}r>8191&&((t||(t=[])).push(String.fromCharCode.apply(String,e)),r=0)}return i&&(e[r++]=u[s],e[r++]=61,i===1&&(e[r++]=61)),t?(r&&t.push(String.fromCharCode.apply(String,e.slice(0,r))),t.join("")):String.fromCharCode.apply(String,e.slice(0,r))};var a="invalid encoding";o.decode=function(h,f,l){for(var s,t=l,e=0,r=0;r1)break;if((i=c[i])===void 0)throw Error(a);switch(e){case 0:s=i,e=1;break;case 1:f[l++]=s<<2|(48&i)>>4,s=i,e=2;break;case 2:f[l++]=(15&s)<<4|(60&i)>>2,s=i,e=3;break;case 3:f[l++]=(3&s)<<6|i,e=0}}if(e===1)throw Error(a);return l-t},o.test=function(h){return/^(?:[A-Za-z0-9+/]{4})*(?:[A-Za-z0-9+/]{2}==|[A-Za-z0-9+/]{3}=)?$/.test(h)}},9211:b=>{function n(){this._listeners={}}b.exports=n,n.prototype.on=function(o,u,c){return(this._listeners[o]||(this._listeners[o]=[])).push({fn:u,ctx:c||this}),this},n.prototype.off=function(o,u){if(o===void 0)this._listeners={};else if(u===void 0)this._listeners[o]=[];else for(var c=this._listeners[o],p=0;p{function n(a){return typeof Float32Array<"u"?function(){var h=new Float32Array([-0]),f=new Uint8Array(h.buffer),l=f[3]===128;function s(i,d,g){h[0]=i,d[g]=f[0],d[g+1]=f[1],d[g+2]=f[2],d[g+3]=f[3]}function t(i,d,g){h[0]=i,d[g]=f[3],d[g+1]=f[2],d[g+2]=f[1],d[g+3]=f[0]}function e(i,d){return f[0]=i[d],f[1]=i[d+1],f[2]=i[d+2],f[3]=i[d+3],h[0]}function r(i,d){return f[3]=i[d],f[2]=i[d+1],f[1]=i[d+2],f[0]=i[d+3],h[0]}a.writeFloatLE=l?s:t,a.writeFloatBE=l?t:s,a.readFloatLE=l?e:r,a.readFloatBE=l?r:e}():function(){function h(l,s,t,e){var r=s<0?1:0;if(r&&(s=-s),s===0)l(1/s>0?0:2147483648,t,e);else if(isNaN(s))l(2143289344,t,e);else if(s>34028234663852886e22)l((r<<31|2139095040)>>>0,t,e);else if(s<11754943508222875e-54)l((r<<31|Math.round(s/1401298464324817e-60))>>>0,t,e);else{var i=Math.floor(Math.log(s)/Math.LN2);l((r<<31|i+127<<23|8388607&Math.round(s*Math.pow(2,-i)*8388608))>>>0,t,e)}}function f(l,s,t){var e=l(s,t),r=2*(e>>31)+1,i=e>>>23&255,d=8388607&e;return i===255?d?NaN:r*(1/0):i===0?1401298464324817e-60*r*d:r*Math.pow(2,i-150)*(d+8388608)}a.writeFloatLE=h.bind(null,o),a.writeFloatBE=h.bind(null,u),a.readFloatLE=f.bind(null,c),a.readFloatBE=f.bind(null,p)}(),typeof Float64Array<"u"?function(){var h=new Float64Array([-0]),f=new Uint8Array(h.buffer),l=f[7]===128;function s(i,d,g){h[0]=i,d[g]=f[0],d[g+1]=f[1],d[g+2]=f[2],d[g+3]=f[3],d[g+4]=f[4],d[g+5]=f[5],d[g+6]=f[6],d[g+7]=f[7]}function t(i,d,g){h[0]=i,d[g]=f[7],d[g+1]=f[6],d[g+2]=f[5],d[g+3]=f[4],d[g+4]=f[3],d[g+5]=f[2],d[g+6]=f[1],d[g+7]=f[0]}function e(i,d){return f[0]=i[d],f[1]=i[d+1],f[2]=i[d+2],f[3]=i[d+3],f[4]=i[d+4],f[5]=i[d+5],f[6]=i[d+6],f[7]=i[d+7],h[0]}function r(i,d){return f[7]=i[d],f[6]=i[d+1],f[5]=i[d+2],f[4]=i[d+3],f[3]=i[d+4],f[2]=i[d+5],f[1]=i[d+6],f[0]=i[d+7],h[0]}a.writeDoubleLE=l?s:t,a.writeDoubleBE=l?t:s,a.readDoubleLE=l?e:r,a.readDoubleBE=l?r:e}():function(){function h(l,s,t,e,r,i){var d=e<0?1:0;if(d&&(e=-e),e===0)l(0,r,i+s),l(1/e>0?0:2147483648,r,i+t);else if(isNaN(e))l(0,r,i+s),l(2146959360,r,i+t);else if(e>17976931348623157e292)l(0,r,i+s),l((d<<31|2146435072)>>>0,r,i+t);else{var g;if(e<22250738585072014e-324)l((g=e/5e-324)>>>0,r,i+s),l((d<<31|g/4294967296)>>>0,r,i+t);else{var m=Math.floor(Math.log(e)/Math.LN2);m===1024&&(m=1023),l(4503599627370496*(g=e*Math.pow(2,-m))>>>0,r,i+s),l((d<<31|m+1023<<20|1048576*g&1048575)>>>0,r,i+t)}}}function f(l,s,t,e,r){var i=l(e,r+s),d=l(e,r+t),g=2*(d>>31)+1,m=d>>>20&2047,_=4294967296*(1048575&d)+i;return m===2047?_?NaN:g*(1/0):m===0?5e-324*g*_:g*Math.pow(2,m-1075)*(_+4503599627370496)}a.writeDoubleLE=h.bind(null,o,0,4),a.writeDoubleBE=h.bind(null,u,4,0),a.readDoubleLE=f.bind(null,c,0,4),a.readDoubleBE=f.bind(null,p,4,0)}(),a}function o(a,h,f){h[f]=255&a,h[f+1]=a>>>8&255,h[f+2]=a>>>16&255,h[f+3]=a>>>24}function u(a,h,f){h[f]=a>>>24,h[f+1]=a>>>16&255,h[f+2]=a>>>8&255,h[f+3]=255&a}function c(a,h){return(a[h]|a[h+1]<<8|a[h+2]<<16|a[h+3]<<24)>>>0}function p(a,h){return(a[h]<<24|a[h+1]<<16|a[h+2]<<8|a[h+3])>>>0}b.exports=n(n)},7199:module=>{function inquire(moduleName){try{var mod=eval("quire".replace(/^/,"re"))(moduleName);if(mod&&(mod.length||Object.keys(mod).length))return mod}catch(b){}return null}module.exports=inquire},6662:b=>{b.exports=function(n,o,u){var c=u||8192,p=c>>>1,a=null,h=c;return function(f){if(f<1||f>p)return n(f);h+f>c&&(a=n(c),h=0);var l=o.call(a,h,h+=f);return 7&h&&(h=1+(7|h)),l}}},4997:(b,n)=>{var o=n;o.length=function(u){for(var c=0,p=0,a=0;a191&&a<224?f[l++]=(31&a)<<6|63&u[c++]:a>239&&a<365?(a=((7&a)<<18|(63&u[c++])<<12|(63&u[c++])<<6|63&u[c++])-65536,f[l++]=55296+(a>>10),f[l++]=56320+(1023&a)):f[l++]=(15&a)<<12|(63&u[c++])<<6|63&u[c++],l>8191&&((h||(h=[])).push(String.fromCharCode.apply(String,f)),l=0);return h?(l&&h.push(String.fromCharCode.apply(String,f.slice(0,l))),h.join("")):String.fromCharCode.apply(String,f.slice(0,l))},o.write=function(u,c,p){for(var a,h,f=p,l=0;l>6|192,c[p++]=63&a|128):(64512&a)==55296&&(64512&(h=u.charCodeAt(l+1)))==56320?(a=65536+((1023&a)<<10)+(1023&h),++l,c[p++]=a>>18|240,c[p++]=a>>12&63|128,c[p++]=a>>6&63|128,c[p++]=63&a|128):(c[p++]=a>>12|224,c[p++]=a>>6&63|128,c[p++]=63&a|128);return p-f}},3442:(b,n)=>{n.__esModule=!0;var o=function(){function u(c){if(!c)throw new TypeError("Invalid argument; `value` has no value.");this.value=u.EMPTY,c&&u.isGuid(c)&&(this.value=c)}return u.isGuid=function(c){var p=c.toString();return c&&(c instanceof u||u.validator.test(p))},u.create=function(){return new u([u.gen(2),u.gen(1),u.gen(1),u.gen(1),u.gen(3)].join("-"))},u.createEmpty=function(){return new u("emptyguid")},u.parse=function(c){return new u(c)},u.raw=function(){return[u.gen(2),u.gen(1),u.gen(1),u.gen(1),u.gen(3)].join("-")},u.gen=function(c){for(var p="",a=0;a{b.exports=o;var n=null;try{n=new WebAssembly.Instance(new WebAssembly.Module(new Uint8Array([0,97,115,109,1,0,0,0,1,13,2,96,0,1,127,96,4,127,127,127,127,1,127,3,7,6,0,1,1,1,1,1,6,6,1,127,1,65,0,11,7,50,6,3,109,117,108,0,1,5,100,105,118,95,115,0,2,5,100,105,118,95,117,0,3,5,114,101,109,95,115,0,4,5,114,101,109,95,117,0,5,8,103,101,116,95,104,105,103,104,0,0,10,191,1,6,4,0,35,0,11,36,1,1,126,32,0,173,32,1,173,66,32,134,132,32,2,173,32,3,173,66,32,134,132,126,34,4,66,32,135,167,36,0,32,4,167,11,36,1,1,126,32,0,173,32,1,173,66,32,134,132,32,2,173,32,3,173,66,32,134,132,127,34,4,66,32,135,167,36,0,32,4,167,11,36,1,1,126,32,0,173,32,1,173,66,32,134,132,32,2,173,32,3,173,66,32,134,132,128,34,4,66,32,135,167,36,0,32,4,167,11,36,1,1,126,32,0,173,32,1,173,66,32,134,132,32,2,173,32,3,173,66,32,134,132,129,34,4,66,32,135,167,36,0,32,4,167,11,36,1,1,126,32,0,173,32,1,173,66,32,134,132,32,2,173,32,3,173,66,32,134,132,130,34,4,66,32,135,167,36,0,32,4,167,11])),{}).exports}catch{}function o(x,I,N){this.low=0|x,this.high=0|I,this.unsigned=!!N}function u(x){return(x&&x.__isLong__)===!0}o.prototype.__isLong__,Object.defineProperty(o.prototype,"__isLong__",{value:!0}),o.isLong=u;var c={},p={};function a(x,I){var N,R,L;return I?(L=0<=(x>>>=0)&&x<256)&&(R=p[x])?R:(N=f(x,(0|x)<0?-1:0,!0),L&&(p[x]=N),N):(L=-128<=(x|=0)&&x<128)&&(R=c[x])?R:(N=f(x,x<0?-1:0,!1),L&&(c[x]=N),N)}function h(x,I){if(isNaN(x))return I?m:g;if(I){if(x<0)return m;if(x>=r)return S}else{if(x<=-i)return A;if(x+1>=i)return v}return x<0?h(-x,I).neg():f(x%e|0,x/e|0,I)}function f(x,I,N){return new o(x,I,N)}o.fromInt=a,o.fromNumber=h,o.fromBits=f;var l=Math.pow;function s(x,I,N){if(x.length===0)throw Error("empty string");if(x==="NaN"||x==="Infinity"||x==="+Infinity"||x==="-Infinity")return g;if(typeof I=="number"?(N=I,I=!1):I=!!I,(N=N||10)<2||360)throw Error("interior hyphen");if(R===0)return s(x.substring(1),I,N).neg();for(var L=h(l(N,8)),F=g,V=0;V>>0:this.low},O.toNumber=function(){return this.unsigned?(this.high>>>0)*e+(this.low>>>0):this.high*e+(this.low>>>0)},O.toString=function(x){if((x=x||10)<2||36>>0).toString(x);if((F=D).isZero())return j+V;for(;j.length<6;)j="0"+j;V=""+j+V}},O.getHighBits=function(){return this.high},O.getHighBitsUnsigned=function(){return this.high>>>0},O.getLowBits=function(){return this.low},O.getLowBitsUnsigned=function(){return this.low>>>0},O.getNumBitsAbs=function(){if(this.isNegative())return this.eq(A)?64:this.neg().getNumBitsAbs();for(var x=this.high!=0?this.high:this.low,I=31;I>0&&!(x&1<=0},O.isOdd=function(){return(1&this.low)==1},O.isEven=function(){return(1&this.low)==0},O.equals=function(x){return u(x)||(x=t(x)),(this.unsigned===x.unsigned||this.high>>>31!=1||x.high>>>31!=1)&&this.high===x.high&&this.low===x.low},O.eq=O.equals,O.notEquals=function(x){return!this.eq(x)},O.neq=O.notEquals,O.ne=O.notEquals,O.lessThan=function(x){return this.comp(x)<0},O.lt=O.lessThan,O.lessThanOrEqual=function(x){return this.comp(x)<=0},O.lte=O.lessThanOrEqual,O.le=O.lessThanOrEqual,O.greaterThan=function(x){return this.comp(x)>0},O.gt=O.greaterThan,O.greaterThanOrEqual=function(x){return this.comp(x)>=0},O.gte=O.greaterThanOrEqual,O.ge=O.greaterThanOrEqual,O.compare=function(x){if(u(x)||(x=t(x)),this.eq(x))return 0;var I=this.isNegative(),N=x.isNegative();return I&&!N?-1:!I&&N?1:this.unsigned?x.high>>>0>this.high>>>0||x.high===this.high&&x.low>>>0>this.low>>>0?-1:1:this.sub(x).isNegative()?-1:1},O.comp=O.compare,O.negate=function(){return!this.unsigned&&this.eq(A)?A:this.not().add(_)},O.neg=O.negate,O.add=function(x){u(x)||(x=t(x));var I=this.high>>>16,N=65535&this.high,R=this.low>>>16,L=65535&this.low,F=x.high>>>16,V=65535&x.high,D=x.low>>>16,j=0,Q=0,X=0,J=0;return X+=(J+=L+(65535&x.low))>>>16,Q+=(X+=R+D)>>>16,j+=(Q+=N+V)>>>16,j+=I+F,f((X&=65535)<<16|(J&=65535),(j&=65535)<<16|(Q&=65535),this.unsigned)},O.subtract=function(x){return u(x)||(x=t(x)),this.add(x.neg())},O.sub=O.subtract,O.multiply=function(x){if(this.isZero())return g;if(u(x)||(x=t(x)),n)return f(n.mul(this.low,this.high,x.low,x.high),n.get_high(),this.unsigned);if(x.isZero())return g;if(this.eq(A))return x.isOdd()?A:g;if(x.eq(A))return this.isOdd()?A:g;if(this.isNegative())return x.isNegative()?this.neg().mul(x.neg()):this.neg().mul(x).neg();if(x.isNegative())return this.mul(x.neg()).neg();if(this.lt(d)&&x.lt(d))return h(this.toNumber()*x.toNumber(),this.unsigned);var I=this.high>>>16,N=65535&this.high,R=this.low>>>16,L=65535&this.low,F=x.high>>>16,V=65535&x.high,D=x.low>>>16,j=65535&x.low,Q=0,X=0,J=0,ee=0;return J+=(ee+=L*j)>>>16,X+=(J+=R*j)>>>16,J&=65535,X+=(J+=L*D)>>>16,Q+=(X+=N*j)>>>16,X&=65535,Q+=(X+=R*D)>>>16,X&=65535,Q+=(X+=L*V)>>>16,Q+=I*j+N*D+R*V+L*F,f((J&=65535)<<16|(ee&=65535),(Q&=65535)<<16|(X&=65535),this.unsigned)},O.mul=O.multiply,O.divide=function(x){if(u(x)||(x=t(x)),x.isZero())throw Error("division by zero");var I,N,R;if(n)return this.unsigned||this.high!==-2147483648||x.low!==-1||x.high!==-1?f((this.unsigned?n.div_u:n.div_s)(this.low,this.high,x.low,x.high),n.get_high(),this.unsigned):this;if(this.isZero())return this.unsigned?m:g;if(this.unsigned){if(x.unsigned||(x=x.toUnsigned()),x.gt(this))return m;if(x.gt(this.shru(1)))return y;R=m}else{if(this.eq(A))return x.eq(_)||x.eq(w)?A:x.eq(A)?_:(I=this.shr(1).div(x).shl(1)).eq(g)?x.isNegative()?_:w:(N=this.sub(x.mul(I)),R=I.add(N.div(x)));if(x.eq(A))return this.unsigned?m:g;if(this.isNegative())return x.isNegative()?this.neg().div(x.neg()):this.neg().div(x).neg();if(x.isNegative())return this.div(x.neg()).neg();R=g}for(N=this;N.gte(x);){I=Math.max(1,Math.floor(N.toNumber()/x.toNumber()));for(var L=Math.ceil(Math.log(I)/Math.LN2),F=L<=48?1:l(2,L-48),V=h(I),D=V.mul(x);D.isNegative()||D.gt(N);)D=(V=h(I-=F,this.unsigned)).mul(x);V.isZero()&&(V=_),R=R.add(V),N=N.sub(D)}return R},O.div=O.divide,O.modulo=function(x){return u(x)||(x=t(x)),n?f((this.unsigned?n.rem_u:n.rem_s)(this.low,this.high,x.low,x.high),n.get_high(),this.unsigned):this.sub(this.div(x).mul(x))},O.mod=O.modulo,O.rem=O.modulo,O.not=function(){return f(~this.low,~this.high,this.unsigned)},O.and=function(x){return u(x)||(x=t(x)),f(this.low&x.low,this.high&x.high,this.unsigned)},O.or=function(x){return u(x)||(x=t(x)),f(this.low|x.low,this.high|x.high,this.unsigned)},O.xor=function(x){return u(x)||(x=t(x)),f(this.low^x.low,this.high^x.high,this.unsigned)},O.shiftLeft=function(x){return u(x)&&(x=x.toInt()),(x&=63)==0?this:x<32?f(this.low<>>32-x,this.unsigned):f(0,this.low<>>x|this.high<<32-x,this.high>>x,this.unsigned):f(this.high>>x-32,this.high>=0?0:-1,this.unsigned)},O.shr=O.shiftRight,O.shiftRightUnsigned=function(x){if(u(x)&&(x=x.toInt()),(x&=63)==0)return this;var I=this.high;return x<32?f(this.low>>>x|I<<32-x,I>>>x,this.unsigned):f(x===32?I:I>>>x-32,0,this.unsigned)},O.shru=O.shiftRightUnsigned,O.shr_u=O.shiftRightUnsigned,O.toSigned=function(){return this.unsigned?f(this.low,this.high,!1):this},O.toUnsigned=function(){return this.unsigned?this:f(this.low,this.high,!0)},O.toBytes=function(x){return x?this.toBytesLE():this.toBytesBE()},O.toBytesLE=function(){var x=this.high,I=this.low;return[255&I,I>>>8&255,I>>>16&255,I>>>24,255&x,x>>>8&255,x>>>16&255,x>>>24]},O.toBytesBE=function(){var x=this.high,I=this.low;return[x>>>24,x>>>16&255,x>>>8&255,255&x,I>>>24,I>>>16&255,I>>>8&255,255&I]},o.fromBytes=function(x,I,N){return N?o.fromBytesLE(x,I):o.fromBytesBE(x,I)},o.fromBytesLE=function(x,I){return new o(x[0]|x[1]<<8|x[2]<<16|x[3]<<24,x[4]|x[5]<<8|x[6]<<16|x[7]<<24,I)},o.fromBytesBE=function(x,I){return new o(x[4]<<24|x[5]<<16|x[6]<<8|x[7],x[0]<<24|x[1]<<16|x[2]<<8|x[3],I)}},1446:(b,n,o)=>{var u,c,p,a=o(2100),h=a.Reader,f=a.Writer,l=a.util,s=a.roots.default||(a.roots.default={});s.onnx=((p={}).Version=(u={},(c=Object.create(u))[u[0]="_START_VERSION"]=0,c[u[1]="IR_VERSION_2017_10_10"]=1,c[u[2]="IR_VERSION_2017_10_30"]=2,c[u[3]="IR_VERSION_2017_11_3"]=3,c[u[4]="IR_VERSION_2019_1_22"]=4,c[u[5]="IR_VERSION"]=5,c),p.AttributeProto=function(){function t(e){if(this.floats=[],this.ints=[],this.strings=[],this.tensors=[],this.graphs=[],e)for(var r=Object.keys(e),i=0;i>>3){case 1:d.name=e.string();break;case 21:d.refAttrName=e.string();break;case 13:d.docString=e.string();break;case 20:d.type=e.int32();break;case 2:d.f=e.float();break;case 3:d.i=e.int64();break;case 4:d.s=e.bytes();break;case 5:d.t=s.onnx.TensorProto.decode(e,e.uint32());break;case 6:d.g=s.onnx.GraphProto.decode(e,e.uint32());break;case 7:if(d.floats&&d.floats.length||(d.floats=[]),(7&g)==2)for(var m=e.uint32()+e.pos;e.pos>>0,e.i.high>>>0).toNumber())),e.s!=null&&(typeof e.s=="string"?l.base64.decode(e.s,r.s=l.newBuffer(l.base64.length(e.s)),0):e.s.length&&(r.s=e.s)),e.t!=null){if(typeof e.t!="object")throw TypeError(".onnx.AttributeProto.t: object expected");r.t=s.onnx.TensorProto.fromObject(e.t)}if(e.g!=null){if(typeof e.g!="object")throw TypeError(".onnx.AttributeProto.g: object expected");r.g=s.onnx.GraphProto.fromObject(e.g)}if(e.floats){if(!Array.isArray(e.floats))throw TypeError(".onnx.AttributeProto.floats: array expected");r.floats=[];for(var i=0;i>>0,e.ints[i].high>>>0).toNumber())}if(e.strings){if(!Array.isArray(e.strings))throw TypeError(".onnx.AttributeProto.strings: array expected");for(r.strings=[],i=0;i>>0,e.i.high>>>0).toNumber():e.i),e.s!=null&&e.hasOwnProperty("s")&&(i.s=r.bytes===String?l.base64.encode(e.s,0,e.s.length):r.bytes===Array?Array.prototype.slice.call(e.s):e.s),e.t!=null&&e.hasOwnProperty("t")&&(i.t=s.onnx.TensorProto.toObject(e.t,r)),e.g!=null&&e.hasOwnProperty("g")&&(i.g=s.onnx.GraphProto.toObject(e.g,r)),e.floats&&e.floats.length){i.floats=[];for(var g=0;g>>0,e.ints[g].high>>>0).toNumber():e.ints[g];if(e.strings&&e.strings.length)for(i.strings=[],g=0;g>>3){case 1:d.name=e.string();break;case 2:d.type=s.onnx.TypeProto.decode(e,e.uint32());break;case 3:d.docString=e.string();break;default:e.skipType(7&g)}}return d},t.decodeDelimited=function(e){return e instanceof h||(e=new h(e)),this.decode(e,e.uint32())},t.verify=function(e){if(typeof e!="object"||e===null)return"object expected";if(e.name!=null&&e.hasOwnProperty("name")&&!l.isString(e.name))return"name: string expected";if(e.type!=null&&e.hasOwnProperty("type")){var r=s.onnx.TypeProto.verify(e.type);if(r)return"type."+r}return e.docString!=null&&e.hasOwnProperty("docString")&&!l.isString(e.docString)?"docString: string expected":null},t.fromObject=function(e){if(e instanceof s.onnx.ValueInfoProto)return e;var r=new s.onnx.ValueInfoProto;if(e.name!=null&&(r.name=String(e.name)),e.type!=null){if(typeof e.type!="object")throw TypeError(".onnx.ValueInfoProto.type: object expected");r.type=s.onnx.TypeProto.fromObject(e.type)}return e.docString!=null&&(r.docString=String(e.docString)),r},t.toObject=function(e,r){r||(r={});var i={};return r.defaults&&(i.name="",i.type=null,i.docString=""),e.name!=null&&e.hasOwnProperty("name")&&(i.name=e.name),e.type!=null&&e.hasOwnProperty("type")&&(i.type=s.onnx.TypeProto.toObject(e.type,r)),e.docString!=null&&e.hasOwnProperty("docString")&&(i.docString=e.docString),i},t.prototype.toJSON=function(){return this.constructor.toObject(this,a.util.toJSONOptions)},t}(),p.NodeProto=function(){function t(e){if(this.input=[],this.output=[],this.attribute=[],e)for(var r=Object.keys(e),i=0;i>>3){case 1:d.input&&d.input.length||(d.input=[]),d.input.push(e.string());break;case 2:d.output&&d.output.length||(d.output=[]),d.output.push(e.string());break;case 3:d.name=e.string();break;case 4:d.opType=e.string();break;case 7:d.domain=e.string();break;case 5:d.attribute&&d.attribute.length||(d.attribute=[]),d.attribute.push(s.onnx.AttributeProto.decode(e,e.uint32()));break;case 6:d.docString=e.string();break;default:e.skipType(7&g)}}return d},t.decodeDelimited=function(e){return e instanceof h||(e=new h(e)),this.decode(e,e.uint32())},t.verify=function(e){if(typeof e!="object"||e===null)return"object expected";if(e.input!=null&&e.hasOwnProperty("input")){if(!Array.isArray(e.input))return"input: array expected";for(var r=0;r>>3){case 1:d.irVersion=e.int64();break;case 8:d.opsetImport&&d.opsetImport.length||(d.opsetImport=[]),d.opsetImport.push(s.onnx.OperatorSetIdProto.decode(e,e.uint32()));break;case 2:d.producerName=e.string();break;case 3:d.producerVersion=e.string();break;case 4:d.domain=e.string();break;case 5:d.modelVersion=e.int64();break;case 6:d.docString=e.string();break;case 7:d.graph=s.onnx.GraphProto.decode(e,e.uint32());break;case 14:d.metadataProps&&d.metadataProps.length||(d.metadataProps=[]),d.metadataProps.push(s.onnx.StringStringEntryProto.decode(e,e.uint32()));break;default:e.skipType(7&g)}}return d},t.decodeDelimited=function(e){return e instanceof h||(e=new h(e)),this.decode(e,e.uint32())},t.verify=function(e){if(typeof e!="object"||e===null)return"object expected";if(e.irVersion!=null&&e.hasOwnProperty("irVersion")&&!(l.isInteger(e.irVersion)||e.irVersion&&l.isInteger(e.irVersion.low)&&l.isInteger(e.irVersion.high)))return"irVersion: integer|Long expected";if(e.opsetImport!=null&&e.hasOwnProperty("opsetImport")){if(!Array.isArray(e.opsetImport))return"opsetImport: array expected";for(var r=0;r>>0,e.irVersion.high>>>0).toNumber())),e.opsetImport){if(!Array.isArray(e.opsetImport))throw TypeError(".onnx.ModelProto.opsetImport: array expected");r.opsetImport=[];for(var i=0;i>>0,e.modelVersion.high>>>0).toNumber())),e.docString!=null&&(r.docString=String(e.docString)),e.graph!=null){if(typeof e.graph!="object")throw TypeError(".onnx.ModelProto.graph: object expected");r.graph=s.onnx.GraphProto.fromObject(e.graph)}if(e.metadataProps){if(!Array.isArray(e.metadataProps))throw TypeError(".onnx.ModelProto.metadataProps: array expected");for(r.metadataProps=[],i=0;i>>0,e.irVersion.high>>>0).toNumber():e.irVersion),e.producerName!=null&&e.hasOwnProperty("producerName")&&(i.producerName=e.producerName),e.producerVersion!=null&&e.hasOwnProperty("producerVersion")&&(i.producerVersion=e.producerVersion),e.domain!=null&&e.hasOwnProperty("domain")&&(i.domain=e.domain),e.modelVersion!=null&&e.hasOwnProperty("modelVersion")&&(typeof e.modelVersion=="number"?i.modelVersion=r.longs===String?String(e.modelVersion):e.modelVersion:i.modelVersion=r.longs===String?l.Long.prototype.toString.call(e.modelVersion):r.longs===Number?new l.LongBits(e.modelVersion.low>>>0,e.modelVersion.high>>>0).toNumber():e.modelVersion),e.docString!=null&&e.hasOwnProperty("docString")&&(i.docString=e.docString),e.graph!=null&&e.hasOwnProperty("graph")&&(i.graph=s.onnx.GraphProto.toObject(e.graph,r)),e.opsetImport&&e.opsetImport.length){i.opsetImport=[];for(var g=0;g>>3){case 1:d.key=e.string();break;case 2:d.value=e.string();break;default:e.skipType(7&g)}}return d},t.decodeDelimited=function(e){return e instanceof h||(e=new h(e)),this.decode(e,e.uint32())},t.verify=function(e){return typeof e!="object"||e===null?"object expected":e.key!=null&&e.hasOwnProperty("key")&&!l.isString(e.key)?"key: string expected":e.value!=null&&e.hasOwnProperty("value")&&!l.isString(e.value)?"value: string expected":null},t.fromObject=function(e){if(e instanceof s.onnx.StringStringEntryProto)return e;var r=new s.onnx.StringStringEntryProto;return e.key!=null&&(r.key=String(e.key)),e.value!=null&&(r.value=String(e.value)),r},t.toObject=function(e,r){r||(r={});var i={};return r.defaults&&(i.key="",i.value=""),e.key!=null&&e.hasOwnProperty("key")&&(i.key=e.key),e.value!=null&&e.hasOwnProperty("value")&&(i.value=e.value),i},t.prototype.toJSON=function(){return this.constructor.toObject(this,a.util.toJSONOptions)},t}(),p.TensorAnnotation=function(){function t(e){if(this.quantParameterTensorNames=[],e)for(var r=Object.keys(e),i=0;i>>3){case 1:d.tensorName=e.string();break;case 2:d.quantParameterTensorNames&&d.quantParameterTensorNames.length||(d.quantParameterTensorNames=[]),d.quantParameterTensorNames.push(s.onnx.StringStringEntryProto.decode(e,e.uint32()));break;default:e.skipType(7&g)}}return d},t.decodeDelimited=function(e){return e instanceof h||(e=new h(e)),this.decode(e,e.uint32())},t.verify=function(e){if(typeof e!="object"||e===null)return"object expected";if(e.tensorName!=null&&e.hasOwnProperty("tensorName")&&!l.isString(e.tensorName))return"tensorName: string expected";if(e.quantParameterTensorNames!=null&&e.hasOwnProperty("quantParameterTensorNames")){if(!Array.isArray(e.quantParameterTensorNames))return"quantParameterTensorNames: array expected";for(var r=0;r>>3){case 1:d.node&&d.node.length||(d.node=[]),d.node.push(s.onnx.NodeProto.decode(e,e.uint32()));break;case 2:d.name=e.string();break;case 5:d.initializer&&d.initializer.length||(d.initializer=[]),d.initializer.push(s.onnx.TensorProto.decode(e,e.uint32()));break;case 10:d.docString=e.string();break;case 11:d.input&&d.input.length||(d.input=[]),d.input.push(s.onnx.ValueInfoProto.decode(e,e.uint32()));break;case 12:d.output&&d.output.length||(d.output=[]),d.output.push(s.onnx.ValueInfoProto.decode(e,e.uint32()));break;case 13:d.valueInfo&&d.valueInfo.length||(d.valueInfo=[]),d.valueInfo.push(s.onnx.ValueInfoProto.decode(e,e.uint32()));break;case 14:d.quantizationAnnotation&&d.quantizationAnnotation.length||(d.quantizationAnnotation=[]),d.quantizationAnnotation.push(s.onnx.TensorAnnotation.decode(e,e.uint32()));break;default:e.skipType(7&g)}}return d},t.decodeDelimited=function(e){return e instanceof h||(e=new h(e)),this.decode(e,e.uint32())},t.verify=function(e){if(typeof e!="object"||e===null)return"object expected";if(e.node!=null&&e.hasOwnProperty("node")){if(!Array.isArray(e.node))return"node: array expected";for(var r=0;r>>3){case 1:if(d.dims&&d.dims.length||(d.dims=[]),(7&g)==2)for(var m=e.uint32()+e.pos;e.pos>>0,e.dims[i].high>>>0).toNumber())}if(e.dataType!=null&&(r.dataType=0|e.dataType),e.segment!=null){if(typeof e.segment!="object")throw TypeError(".onnx.TensorProto.segment: object expected");r.segment=s.onnx.TensorProto.Segment.fromObject(e.segment)}if(e.floatData){if(!Array.isArray(e.floatData))throw TypeError(".onnx.TensorProto.floatData: array expected");for(r.floatData=[],i=0;i>>0,e.int64Data[i].high>>>0).toNumber())}if(e.name!=null&&(r.name=String(e.name)),e.docString!=null&&(r.docString=String(e.docString)),e.rawData!=null&&(typeof e.rawData=="string"?l.base64.decode(e.rawData,r.rawData=l.newBuffer(l.base64.length(e.rawData)),0):e.rawData.length&&(r.rawData=e.rawData)),e.externalData){if(!Array.isArray(e.externalData))throw TypeError(".onnx.TensorProto.externalData: array expected");for(r.externalData=[],i=0;i>>0,e.uint64Data[i].high>>>0).toNumber(!0))}return r},t.toObject=function(e,r){r||(r={});var i={};if((r.arrays||r.defaults)&&(i.dims=[],i.floatData=[],i.int32Data=[],i.stringData=[],i.int64Data=[],i.doubleData=[],i.uint64Data=[],i.externalData=[]),r.defaults&&(i.dataType=0,i.segment=null,i.name="",r.bytes===String?i.rawData="":(i.rawData=[],r.bytes!==Array&&(i.rawData=l.newBuffer(i.rawData))),i.docString="",i.dataLocation=r.enums===String?"DEFAULT":0),e.dims&&e.dims.length){i.dims=[];for(var d=0;d>>0,e.dims[d].high>>>0).toNumber():e.dims[d]}if(e.dataType!=null&&e.hasOwnProperty("dataType")&&(i.dataType=e.dataType),e.segment!=null&&e.hasOwnProperty("segment")&&(i.segment=s.onnx.TensorProto.Segment.toObject(e.segment,r)),e.floatData&&e.floatData.length)for(i.floatData=[],d=0;d>>0,e.int64Data[d].high>>>0).toNumber():e.int64Data[d];if(e.name!=null&&e.hasOwnProperty("name")&&(i.name=e.name),e.rawData!=null&&e.hasOwnProperty("rawData")&&(i.rawData=r.bytes===String?l.base64.encode(e.rawData,0,e.rawData.length):r.bytes===Array?Array.prototype.slice.call(e.rawData):e.rawData),e.doubleData&&e.doubleData.length)for(i.doubleData=[],d=0;d>>0,e.uint64Data[d].high>>>0).toNumber(!0):e.uint64Data[d];if(e.docString!=null&&e.hasOwnProperty("docString")&&(i.docString=e.docString),e.externalData&&e.externalData.length)for(i.externalData=[],d=0;d>>3){case 1:g.begin=r.int64();break;case 2:g.end=r.int64();break;default:r.skipType(7&m)}}return g},e.decodeDelimited=function(r){return r instanceof h||(r=new h(r)),this.decode(r,r.uint32())},e.verify=function(r){return typeof r!="object"||r===null?"object expected":r.begin!=null&&r.hasOwnProperty("begin")&&!(l.isInteger(r.begin)||r.begin&&l.isInteger(r.begin.low)&&l.isInteger(r.begin.high))?"begin: integer|Long expected":r.end!=null&&r.hasOwnProperty("end")&&!(l.isInteger(r.end)||r.end&&l.isInteger(r.end.low)&&l.isInteger(r.end.high))?"end: integer|Long expected":null},e.fromObject=function(r){if(r instanceof s.onnx.TensorProto.Segment)return r;var i=new s.onnx.TensorProto.Segment;return r.begin!=null&&(l.Long?(i.begin=l.Long.fromValue(r.begin)).unsigned=!1:typeof r.begin=="string"?i.begin=parseInt(r.begin,10):typeof r.begin=="number"?i.begin=r.begin:typeof r.begin=="object"&&(i.begin=new l.LongBits(r.begin.low>>>0,r.begin.high>>>0).toNumber())),r.end!=null&&(l.Long?(i.end=l.Long.fromValue(r.end)).unsigned=!1:typeof r.end=="string"?i.end=parseInt(r.end,10):typeof r.end=="number"?i.end=r.end:typeof r.end=="object"&&(i.end=new l.LongBits(r.end.low>>>0,r.end.high>>>0).toNumber())),i},e.toObject=function(r,i){i||(i={});var d={};if(i.defaults){if(l.Long){var g=new l.Long(0,0,!1);d.begin=i.longs===String?g.toString():i.longs===Number?g.toNumber():g}else d.begin=i.longs===String?"0":0;l.Long?(g=new l.Long(0,0,!1),d.end=i.longs===String?g.toString():i.longs===Number?g.toNumber():g):d.end=i.longs===String?"0":0}return r.begin!=null&&r.hasOwnProperty("begin")&&(typeof r.begin=="number"?d.begin=i.longs===String?String(r.begin):r.begin:d.begin=i.longs===String?l.Long.prototype.toString.call(r.begin):i.longs===Number?new l.LongBits(r.begin.low>>>0,r.begin.high>>>0).toNumber():r.begin),r.end!=null&&r.hasOwnProperty("end")&&(typeof r.end=="number"?d.end=i.longs===String?String(r.end):r.end:d.end=i.longs===String?l.Long.prototype.toString.call(r.end):i.longs===Number?new l.LongBits(r.end.low>>>0,r.end.high>>>0).toNumber():r.end),d},e.prototype.toJSON=function(){return this.constructor.toObject(this,a.util.toJSONOptions)},e}(),t.DataLocation=function(){var e={},r=Object.create(e);return r[e[0]="DEFAULT"]=0,r[e[1]="EXTERNAL"]=1,r}(),t}(),p.TensorShapeProto=function(){function t(e){if(this.dim=[],e)for(var r=Object.keys(e),i=0;i>>3==1?(d.dim&&d.dim.length||(d.dim=[]),d.dim.push(s.onnx.TensorShapeProto.Dimension.decode(e,e.uint32()))):e.skipType(7&g)}return d},t.decodeDelimited=function(e){return e instanceof h||(e=new h(e)),this.decode(e,e.uint32())},t.verify=function(e){if(typeof e!="object"||e===null)return"object expected";if(e.dim!=null&&e.hasOwnProperty("dim")){if(!Array.isArray(e.dim))return"dim: array expected";for(var r=0;r>>3){case 1:m.dimValue=i.int64();break;case 2:m.dimParam=i.string();break;case 3:m.denotation=i.string();break;default:i.skipType(7&_)}}return m},e.decodeDelimited=function(i){return i instanceof h||(i=new h(i)),this.decode(i,i.uint32())},e.verify=function(i){if(typeof i!="object"||i===null)return"object expected";var d={};if(i.dimValue!=null&&i.hasOwnProperty("dimValue")&&(d.value=1,!(l.isInteger(i.dimValue)||i.dimValue&&l.isInteger(i.dimValue.low)&&l.isInteger(i.dimValue.high))))return"dimValue: integer|Long expected";if(i.dimParam!=null&&i.hasOwnProperty("dimParam")){if(d.value===1)return"value: multiple values";if(d.value=1,!l.isString(i.dimParam))return"dimParam: string expected"}return i.denotation!=null&&i.hasOwnProperty("denotation")&&!l.isString(i.denotation)?"denotation: string expected":null},e.fromObject=function(i){if(i instanceof s.onnx.TensorShapeProto.Dimension)return i;var d=new s.onnx.TensorShapeProto.Dimension;return i.dimValue!=null&&(l.Long?(d.dimValue=l.Long.fromValue(i.dimValue)).unsigned=!1:typeof i.dimValue=="string"?d.dimValue=parseInt(i.dimValue,10):typeof i.dimValue=="number"?d.dimValue=i.dimValue:typeof i.dimValue=="object"&&(d.dimValue=new l.LongBits(i.dimValue.low>>>0,i.dimValue.high>>>0).toNumber())),i.dimParam!=null&&(d.dimParam=String(i.dimParam)),i.denotation!=null&&(d.denotation=String(i.denotation)),d},e.toObject=function(i,d){d||(d={});var g={};return d.defaults&&(g.denotation=""),i.dimValue!=null&&i.hasOwnProperty("dimValue")&&(typeof i.dimValue=="number"?g.dimValue=d.longs===String?String(i.dimValue):i.dimValue:g.dimValue=d.longs===String?l.Long.prototype.toString.call(i.dimValue):d.longs===Number?new l.LongBits(i.dimValue.low>>>0,i.dimValue.high>>>0).toNumber():i.dimValue,d.oneofs&&(g.value="dimValue")),i.dimParam!=null&&i.hasOwnProperty("dimParam")&&(g.dimParam=i.dimParam,d.oneofs&&(g.value="dimParam")),i.denotation!=null&&i.hasOwnProperty("denotation")&&(g.denotation=i.denotation),g},e.prototype.toJSON=function(){return this.constructor.toObject(this,a.util.toJSONOptions)},e}(),t}(),p.TypeProto=function(){function t(r){if(r)for(var i=Object.keys(r),d=0;d>>3){case 1:g.tensorType=s.onnx.TypeProto.Tensor.decode(r,r.uint32());break;case 6:g.denotation=r.string();break;default:r.skipType(7&m)}}return g},t.decodeDelimited=function(r){return r instanceof h||(r=new h(r)),this.decode(r,r.uint32())},t.verify=function(r){if(typeof r!="object"||r===null)return"object expected";if(r.tensorType!=null&&r.hasOwnProperty("tensorType")){var i=s.onnx.TypeProto.Tensor.verify(r.tensorType);if(i)return"tensorType."+i}return r.denotation!=null&&r.hasOwnProperty("denotation")&&!l.isString(r.denotation)?"denotation: string expected":null},t.fromObject=function(r){if(r instanceof s.onnx.TypeProto)return r;var i=new s.onnx.TypeProto;if(r.tensorType!=null){if(typeof r.tensorType!="object")throw TypeError(".onnx.TypeProto.tensorType: object expected");i.tensorType=s.onnx.TypeProto.Tensor.fromObject(r.tensorType)}return r.denotation!=null&&(i.denotation=String(r.denotation)),i},t.toObject=function(r,i){i||(i={});var d={};return i.defaults&&(d.denotation=""),r.tensorType!=null&&r.hasOwnProperty("tensorType")&&(d.tensorType=s.onnx.TypeProto.Tensor.toObject(r.tensorType,i),i.oneofs&&(d.value="tensorType")),r.denotation!=null&&r.hasOwnProperty("denotation")&&(d.denotation=r.denotation),d},t.prototype.toJSON=function(){return this.constructor.toObject(this,a.util.toJSONOptions)},t.Tensor=function(){function r(i){if(i)for(var d=Object.keys(i),g=0;g>>3){case 1:m.elemType=i.int32();break;case 2:m.shape=s.onnx.TensorShapeProto.decode(i,i.uint32());break;default:i.skipType(7&_)}}return m},r.decodeDelimited=function(i){return i instanceof h||(i=new h(i)),this.decode(i,i.uint32())},r.verify=function(i){if(typeof i!="object"||i===null)return"object expected";if(i.elemType!=null&&i.hasOwnProperty("elemType")&&!l.isInteger(i.elemType))return"elemType: integer expected";if(i.shape!=null&&i.hasOwnProperty("shape")){var d=s.onnx.TensorShapeProto.verify(i.shape);if(d)return"shape."+d}return null},r.fromObject=function(i){if(i instanceof s.onnx.TypeProto.Tensor)return i;var d=new s.onnx.TypeProto.Tensor;if(i.elemType!=null&&(d.elemType=0|i.elemType),i.shape!=null){if(typeof i.shape!="object")throw TypeError(".onnx.TypeProto.Tensor.shape: object expected");d.shape=s.onnx.TensorShapeProto.fromObject(i.shape)}return d},r.toObject=function(i,d){d||(d={});var g={};return d.defaults&&(g.elemType=0,g.shape=null),i.elemType!=null&&i.hasOwnProperty("elemType")&&(g.elemType=i.elemType),i.shape!=null&&i.hasOwnProperty("shape")&&(g.shape=s.onnx.TensorShapeProto.toObject(i.shape,d)),g},r.prototype.toJSON=function(){return this.constructor.toObject(this,a.util.toJSONOptions)},r}(),t}(),p.OperatorSetIdProto=function(){function t(e){if(e)for(var r=Object.keys(e),i=0;i>>3){case 1:d.domain=e.string();break;case 2:d.version=e.int64();break;default:e.skipType(7&g)}}return d},t.decodeDelimited=function(e){return e instanceof h||(e=new h(e)),this.decode(e,e.uint32())},t.verify=function(e){return typeof e!="object"||e===null?"object expected":e.domain!=null&&e.hasOwnProperty("domain")&&!l.isString(e.domain)?"domain: string expected":e.version!=null&&e.hasOwnProperty("version")&&!(l.isInteger(e.version)||e.version&&l.isInteger(e.version.low)&&l.isInteger(e.version.high))?"version: integer|Long expected":null},t.fromObject=function(e){if(e instanceof s.onnx.OperatorSetIdProto)return e;var r=new s.onnx.OperatorSetIdProto;return e.domain!=null&&(r.domain=String(e.domain)),e.version!=null&&(l.Long?(r.version=l.Long.fromValue(e.version)).unsigned=!1:typeof e.version=="string"?r.version=parseInt(e.version,10):typeof e.version=="number"?r.version=e.version:typeof e.version=="object"&&(r.version=new l.LongBits(e.version.low>>>0,e.version.high>>>0).toNumber())),r},t.toObject=function(e,r){r||(r={});var i={};if(r.defaults)if(i.domain="",l.Long){var d=new l.Long(0,0,!1);i.version=r.longs===String?d.toString():r.longs===Number?d.toNumber():d}else i.version=r.longs===String?"0":0;return e.domain!=null&&e.hasOwnProperty("domain")&&(i.domain=e.domain),e.version!=null&&e.hasOwnProperty("version")&&(typeof e.version=="number"?i.version=r.longs===String?String(e.version):e.version:i.version=r.longs===String?l.Long.prototype.toString.call(e.version):r.longs===Number?new l.LongBits(e.version.low>>>0,e.version.high>>>0).toNumber():e.version),i},t.prototype.toJSON=function(){return this.constructor.toObject(this,a.util.toJSONOptions)},t}(),p),b.exports=s},2100:(b,n,o)=>{b.exports=o(9482)},9482:(b,n,o)=>{var u=n;function c(){u.util._configure(),u.Writer._configure(u.BufferWriter),u.Reader._configure(u.BufferReader)}u.build="minimal",u.Writer=o(1173),u.BufferWriter=o(3155),u.Reader=o(1408),u.BufferReader=o(593),u.util=o(9693),u.rpc=o(5994),u.roots=o(5054),u.configure=c,c()},1408:(b,n,o)=>{b.exports=f;var u,c=o(9693),p=c.LongBits,a=c.utf8;function h(d,g){return RangeError("index out of range: "+d.pos+" + "+(g||1)+" > "+d.len)}function f(d){this.buf=d,this.pos=0,this.len=d.length}var l,s=typeof Uint8Array<"u"?function(d){if(d instanceof Uint8Array||Array.isArray(d))return new f(d);throw Error("illegal buffer")}:function(d){if(Array.isArray(d))return new f(d);throw Error("illegal buffer")},t=function(){return c.Buffer?function(d){return(f.create=function(g){return c.Buffer.isBuffer(g)?new u(g):s(g)})(d)}:s};function e(){var d=new p(0,0),g=0;if(!(this.len-this.pos>4)){for(;g<3;++g){if(this.pos>=this.len)throw h(this);if(d.lo=(d.lo|(127&this.buf[this.pos])<<7*g)>>>0,this.buf[this.pos++]<128)return d}return d.lo=(d.lo|(127&this.buf[this.pos++])<<7*g)>>>0,d}for(;g<4;++g)if(d.lo=(d.lo|(127&this.buf[this.pos])<<7*g)>>>0,this.buf[this.pos++]<128)return d;if(d.lo=(d.lo|(127&this.buf[this.pos])<<28)>>>0,d.hi=(d.hi|(127&this.buf[this.pos])>>4)>>>0,this.buf[this.pos++]<128)return d;if(g=0,this.len-this.pos>4){for(;g<5;++g)if(d.hi=(d.hi|(127&this.buf[this.pos])<<7*g+3)>>>0,this.buf[this.pos++]<128)return d}else for(;g<5;++g){if(this.pos>=this.len)throw h(this);if(d.hi=(d.hi|(127&this.buf[this.pos])<<7*g+3)>>>0,this.buf[this.pos++]<128)return d}throw Error("invalid varint encoding")}function r(d,g){return(d[g-4]|d[g-3]<<8|d[g-2]<<16|d[g-1]<<24)>>>0}function i(){if(this.pos+8>this.len)throw h(this,8);return new p(r(this.buf,this.pos+=4),r(this.buf,this.pos+=4))}f.create=t(),f.prototype._slice=c.Array.prototype.subarray||c.Array.prototype.slice,f.prototype.uint32=(l=4294967295,function(){if(l=(127&this.buf[this.pos])>>>0,this.buf[this.pos++]<128||(l=(l|(127&this.buf[this.pos])<<7)>>>0,this.buf[this.pos++]<128)||(l=(l|(127&this.buf[this.pos])<<14)>>>0,this.buf[this.pos++]<128)||(l=(l|(127&this.buf[this.pos])<<21)>>>0,this.buf[this.pos++]<128)||(l=(l|(15&this.buf[this.pos])<<28)>>>0,this.buf[this.pos++]<128))return l;if((this.pos+=5)>this.len)throw this.pos=this.len,h(this,10);return l}),f.prototype.int32=function(){return 0|this.uint32()},f.prototype.sint32=function(){var d=this.uint32();return d>>>1^-(1&d)|0},f.prototype.bool=function(){return this.uint32()!==0},f.prototype.fixed32=function(){if(this.pos+4>this.len)throw h(this,4);return r(this.buf,this.pos+=4)},f.prototype.sfixed32=function(){if(this.pos+4>this.len)throw h(this,4);return 0|r(this.buf,this.pos+=4)},f.prototype.float=function(){if(this.pos+4>this.len)throw h(this,4);var d=c.float.readFloatLE(this.buf,this.pos);return this.pos+=4,d},f.prototype.double=function(){if(this.pos+8>this.len)throw h(this,4);var d=c.float.readDoubleLE(this.buf,this.pos);return this.pos+=8,d},f.prototype.bytes=function(){var d=this.uint32(),g=this.pos,m=this.pos+d;if(m>this.len)throw h(this,d);return this.pos+=d,Array.isArray(this.buf)?this.buf.slice(g,m):g===m?new this.buf.constructor(0):this._slice.call(this.buf,g,m)},f.prototype.string=function(){var d=this.bytes();return a.read(d,0,d.length)},f.prototype.skip=function(d){if(typeof d=="number"){if(this.pos+d>this.len)throw h(this,d);this.pos+=d}else do if(this.pos>=this.len)throw h(this);while(128&this.buf[this.pos++]);return this},f.prototype.skipType=function(d){switch(d){case 0:this.skip();break;case 1:this.skip(8);break;case 2:this.skip(this.uint32());break;case 3:for(;(d=7&this.uint32())!=4;)this.skipType(d);break;case 5:this.skip(4);break;default:throw Error("invalid wire type "+d+" at offset "+this.pos)}return this},f._configure=function(d){u=d,f.create=t(),u._configure();var g=c.Long?"toLong":"toNumber";c.merge(f.prototype,{int64:function(){return e.call(this)[g](!1)},uint64:function(){return e.call(this)[g](!0)},sint64:function(){return e.call(this).zzDecode()[g](!1)},fixed64:function(){return i.call(this)[g](!0)},sfixed64:function(){return i.call(this)[g](!1)}})}},593:(b,n,o)=>{b.exports=p;var u=o(1408);(p.prototype=Object.create(u.prototype)).constructor=p;var c=o(9693);function p(a){u.call(this,a)}p._configure=function(){c.Buffer&&(p.prototype._slice=c.Buffer.prototype.slice)},p.prototype.string=function(){var a=this.uint32();return this.buf.utf8Slice?this.buf.utf8Slice(this.pos,this.pos=Math.min(this.pos+a,this.len)):this.buf.toString("utf-8",this.pos,this.pos=Math.min(this.pos+a,this.len))},p._configure()},5054:b=>{b.exports={}},5994:(b,n,o)=>{n.Service=o(7948)},7948:(b,n,o)=>{b.exports=c;var u=o(9693);function c(p,a,h){if(typeof p!="function")throw TypeError("rpcImpl must be a function");u.EventEmitter.call(this),this.rpcImpl=p,this.requestDelimited=!!a,this.responseDelimited=!!h}(c.prototype=Object.create(u.EventEmitter.prototype)).constructor=c,c.prototype.rpcCall=function p(a,h,f,l,s){if(!l)throw TypeError("request must be specified");var t=this;if(!s)return u.asPromise(p,t,a,h,f,l);if(t.rpcImpl)try{return t.rpcImpl(a,h[t.requestDelimited?"encodeDelimited":"encode"](l).finish(),function(e,r){if(e)return t.emit("error",e,a),s(e);if(r!==null){if(!(r instanceof f))try{r=f[t.responseDelimited?"decodeDelimited":"decode"](r)}catch(i){return t.emit("error",i,a),s(i)}return t.emit("data",r,a),s(null,r)}t.end(!0)})}catch(e){return t.emit("error",e,a),void setTimeout(function(){s(e)},0)}else setTimeout(function(){s(Error("already ended"))},0)},c.prototype.end=function(p){return this.rpcImpl&&(p||this.rpcImpl(null,null,null),this.rpcImpl=null,this.emit("end").off()),this}},1945:(b,n,o)=>{b.exports=c;var u=o(9693);function c(f,l){this.lo=f>>>0,this.hi=l>>>0}var p=c.zero=new c(0,0);p.toNumber=function(){return 0},p.zzEncode=p.zzDecode=function(){return this},p.length=function(){return 1};var a=c.zeroHash="\0\0\0\0\0\0\0\0";c.fromNumber=function(f){if(f===0)return p;var l=f<0;l&&(f=-f);var s=f>>>0,t=(f-s)/4294967296>>>0;return l&&(t=~t>>>0,s=~s>>>0,++s>4294967295&&(s=0,++t>4294967295&&(t=0))),new c(s,t)},c.from=function(f){if(typeof f=="number")return c.fromNumber(f);if(u.isString(f)){if(!u.Long)return c.fromNumber(parseInt(f,10));f=u.Long.fromString(f)}return f.low||f.high?new c(f.low>>>0,f.high>>>0):p},c.prototype.toNumber=function(f){if(!f&&this.hi>>>31){var l=1+~this.lo>>>0,s=~this.hi>>>0;return l||(s=s+1>>>0),-(l+4294967296*s)}return this.lo+4294967296*this.hi},c.prototype.toLong=function(f){return u.Long?new u.Long(0|this.lo,0|this.hi,!!f):{low:0|this.lo,high:0|this.hi,unsigned:!!f}};var h=String.prototype.charCodeAt;c.fromHash=function(f){return f===a?p:new c((h.call(f,0)|h.call(f,1)<<8|h.call(f,2)<<16|h.call(f,3)<<24)>>>0,(h.call(f,4)|h.call(f,5)<<8|h.call(f,6)<<16|h.call(f,7)<<24)>>>0)},c.prototype.toHash=function(){return String.fromCharCode(255&this.lo,this.lo>>>8&255,this.lo>>>16&255,this.lo>>>24,255&this.hi,this.hi>>>8&255,this.hi>>>16&255,this.hi>>>24)},c.prototype.zzEncode=function(){var f=this.hi>>31;return this.hi=((this.hi<<1|this.lo>>>31)^f)>>>0,this.lo=(this.lo<<1^f)>>>0,this},c.prototype.zzDecode=function(){var f=-(1&this.lo);return this.lo=((this.lo>>>1|this.hi<<31)^f)>>>0,this.hi=(this.hi>>>1^f)>>>0,this},c.prototype.length=function(){var f=this.lo,l=(this.lo>>>28|this.hi<<4)>>>0,s=this.hi>>>24;return s===0?l===0?f<16384?f<128?1:2:f<2097152?3:4:l<16384?l<128?5:6:l<2097152?7:8:s<128?9:10}},9693:function(b,n,o){var u=n;function c(a,h,f){for(var l=Object.keys(h),s=0;s0)},u.Buffer=function(){try{var a=u.inquire("buffer").Buffer;return a.prototype.utf8Write?a:null}catch{return null}}(),u._Buffer_from=null,u._Buffer_allocUnsafe=null,u.newBuffer=function(a){return typeof a=="number"?u.Buffer?u._Buffer_allocUnsafe(a):new u.Array(a):u.Buffer?u._Buffer_from(a):typeof Uint8Array>"u"?a:new Uint8Array(a)},u.Array=typeof Uint8Array<"u"?Uint8Array:Array,u.Long=u.global.dcodeIO&&u.global.dcodeIO.Long||u.global.Long||u.inquire("long"),u.key2Re=/^true|false|0|1$/,u.key32Re=/^-?(?:0|[1-9][0-9]*)$/,u.key64Re=/^(?:[\\x00-\\xff]{8}|-?(?:0|[1-9][0-9]*))$/,u.longToHash=function(a){return a?u.LongBits.from(a).toHash():u.LongBits.zeroHash},u.longFromHash=function(a,h){var f=u.LongBits.fromHash(a);return u.Long?u.Long.fromBits(f.lo,f.hi,h):f.toNumber(!!h)},u.merge=c,u.lcFirst=function(a){return a.charAt(0).toLowerCase()+a.substring(1)},u.newError=p,u.ProtocolError=p("ProtocolError"),u.oneOfGetter=function(a){for(var h={},f=0;f-1;--s)if(h[l[s]]===1&&this[l[s]]!==void 0&&this[l[s]]!==null)return l[s]}},u.oneOfSetter=function(a){return function(h){for(var f=0;f{b.exports=t;var u,c=o(9693),p=c.LongBits,a=c.base64,h=c.utf8;function f(_,y,w){this.fn=_,this.len=y,this.next=void 0,this.val=w}function l(){}function s(_){this.head=_.head,this.tail=_.tail,this.len=_.len,this.next=_.states}function t(){this.len=0,this.head=new f(l,0,0),this.tail=this.head,this.states=null}var e=function(){return c.Buffer?function(){return(t.create=function(){return new u})()}:function(){return new t}};function r(_,y,w){y[w]=255&_}function i(_,y){this.len=_,this.next=void 0,this.val=y}function d(_,y,w){for(;_.hi;)y[w++]=127&_.lo|128,_.lo=(_.lo>>>7|_.hi<<25)>>>0,_.hi>>>=7;for(;_.lo>127;)y[w++]=127&_.lo|128,_.lo=_.lo>>>7;y[w++]=_.lo}function g(_,y,w){y[w]=255&_,y[w+1]=_>>>8&255,y[w+2]=_>>>16&255,y[w+3]=_>>>24}t.create=e(),t.alloc=function(_){return new c.Array(_)},c.Array!==Array&&(t.alloc=c.pool(t.alloc,c.Array.prototype.subarray)),t.prototype._push=function(_,y,w){return this.tail=this.tail.next=new f(_,y,w),this.len+=y,this},i.prototype=Object.create(f.prototype),i.prototype.fn=function(_,y,w){for(;_>127;)y[w++]=127&_|128,_>>>=7;y[w]=_},t.prototype.uint32=function(_){return this.len+=(this.tail=this.tail.next=new i((_>>>=0)<128?1:_<16384?2:_<2097152?3:_<268435456?4:5,_)).len,this},t.prototype.int32=function(_){return _<0?this._push(d,10,p.fromNumber(_)):this.uint32(_)},t.prototype.sint32=function(_){return this.uint32((_<<1^_>>31)>>>0)},t.prototype.uint64=function(_){var y=p.from(_);return this._push(d,y.length(),y)},t.prototype.int64=t.prototype.uint64,t.prototype.sint64=function(_){var y=p.from(_).zzEncode();return this._push(d,y.length(),y)},t.prototype.bool=function(_){return this._push(r,1,_?1:0)},t.prototype.fixed32=function(_){return this._push(g,4,_>>>0)},t.prototype.sfixed32=t.prototype.fixed32,t.prototype.fixed64=function(_){var y=p.from(_);return this._push(g,4,y.lo)._push(g,4,y.hi)},t.prototype.sfixed64=t.prototype.fixed64,t.prototype.float=function(_){return this._push(c.float.writeFloatLE,4,_)},t.prototype.double=function(_){return this._push(c.float.writeDoubleLE,8,_)};var m=c.Array.prototype.set?function(_,y,w){y.set(_,w)}:function(_,y,w){for(var v=0;v<_.length;++v)y[w+v]=_[v]};t.prototype.bytes=function(_){var y=_.length>>>0;if(!y)return this._push(r,1,0);if(c.isString(_)){var w=t.alloc(y=a.length(_));a.decode(_,w,0),_=w}return this.uint32(y)._push(m,y,_)},t.prototype.string=function(_){var y=h.length(_);return y?this.uint32(y)._push(h.write,y,_):this._push(r,1,0)},t.prototype.fork=function(){return this.states=new s(this),this.head=this.tail=new f(l,0,0),this.len=0,this},t.prototype.reset=function(){return this.states?(this.head=this.states.head,this.tail=this.states.tail,this.len=this.states.len,this.states=this.states.next):(this.head=this.tail=new f(l,0,0),this.len=0),this},t.prototype.ldelim=function(){var _=this.head,y=this.tail,w=this.len;return this.reset().uint32(w),w&&(this.tail.next=_.next,this.tail=y,this.len+=w),this},t.prototype.finish=function(){for(var _=this.head.next,y=this.constructor.alloc(this.len),w=0;_;)_.fn(_.val,y,w),w+=_.len,_=_.next;return y},t._configure=function(_){u=_,t.create=e(),u._configure()}},3155:(b,n,o)=>{b.exports=p;var u=o(1173);(p.prototype=Object.create(u.prototype)).constructor=p;var c=o(9693);function p(){u.call(this)}function a(h,f,l){h.length<40?c.utf8.write(h,f,l):f.utf8Write?f.utf8Write(h,l):f.write(h,l)}p._configure=function(){p.alloc=c._Buffer_allocUnsafe,p.writeBytesBuffer=c.Buffer&&c.Buffer.prototype instanceof Uint8Array&&c.Buffer.prototype.set.name==="set"?function(h,f,l){f.set(h,l)}:function(h,f,l){if(h.copy)h.copy(f,l,0,h.length);else for(var s=0;s>>0;return this.uint32(f),f&&this._push(p.writeBytesBuffer,f,h),this},p.prototype.string=function(h){var f=c.Buffer.byteLength(h);return this.uint32(f),f&&this._push(a,f,h),this},p._configure()},7714:(b,n,o)=>{n.R=void 0;const u=o(6919),c=o(7448);n.R=new class{async init(){}async createSessionHandler(p,a){const h=new u.Session(a);return await h.loadModel(p),new c.OnnxjsSessionHandler(h)}}},4200:(b,n,o)=>{n.c8=n.rX=void 0;const u=o(1670),c=o(5381),p=o(2157),a=o(2306);n.rX=()=>{if((typeof u.env.wasm.initTimeout!="number"||u.env.wasm.initTimeout<0)&&(u.env.wasm.initTimeout=0),typeof u.env.wasm.simd!="boolean"&&(u.env.wasm.simd=!0),typeof u.env.wasm.proxy!="boolean"&&(u.env.wasm.proxy=!1),typeof u.env.wasm.numThreads!="number"||!Number.isInteger(u.env.wasm.numThreads)||u.env.wasm.numThreads<=0){const h=typeof navigator>"u"?(0,c.cpus)().length:navigator.hardwareConcurrency;u.env.wasm.numThreads=Math.min(4,Math.ceil((h||1)/2))}},n.c8=new class{async init(){(0,n.rX)(),await(0,p.initWasm)()}async createSessionHandler(h,f){const l=new a.OnnxruntimeWebAssemblySessionHandler;return await l.loadModel(h,f),Promise.resolve(l)}}},6018:function(b,n,o){var u=this&&this.__createBinding||(Object.create?function(a,h,f,l){l===void 0&&(l=f);var s=Object.getOwnPropertyDescriptor(h,f);s&&!("get"in s?!h.__esModule:s.writable||s.configurable)||(s={enumerable:!0,get:function(){return h[f]}}),Object.defineProperty(a,l,s)}:function(a,h,f,l){l===void 0&&(l=f),a[l]=h[f]}),c=this&&this.__exportStar||function(a,h){for(var f in a)f==="default"||Object.prototype.hasOwnProperty.call(h,f)||u(h,a,f)};Object.defineProperty(n,"__esModule",{value:!0}),c(o(1670),n);const p=o(1670);{const a=o(7714).R;(0,p.registerBackend)("webgl",a,-10)}{const a=o(4200).c8;(0,p.registerBackend)("cpu",a,10),(0,p.registerBackend)("wasm",a,10),(0,p.registerBackend)("xnnpack",a,9)}},246:(b,n)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.createAttributeWithCacheKey=void 0;class o{constructor(c){Object.assign(this,c)}get cacheKey(){return this._cacheKey||(this._cacheKey=Object.getOwnPropertyNames(this).sort().map(c=>`${this[c]}`).join(";")),this._cacheKey}}n.createAttributeWithCacheKey=u=>new o(u)},7778:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.Attribute=void 0;const u=o(1446),c=o(9395),p=o(9162),a=o(2517);var h=c.onnxruntime.experimental.fbs;class f{constructor(s){if(this._attributes=new Map,s!=null){for(const t of s)t instanceof u.onnx.AttributeProto?this._attributes.set(t.name,[f.getValue(t),f.getType(t)]):t instanceof h.Attribute&&this._attributes.set(t.name(),[f.getValue(t),f.getType(t)]);if(this._attributes.sizep.Tensor.fromProto(r));if(s instanceof h.Attribute)return e.map(r=>p.Tensor.fromOrtTensor(r))}if(t===u.onnx.AttributeProto.AttributeType.STRING&&s instanceof u.onnx.AttributeProto){const r=e;return(0,a.decodeUtf8String)(r)}return t===u.onnx.AttributeProto.AttributeType.STRINGS&&s instanceof u.onnx.AttributeProto?e.map(a.decodeUtf8String):e}static getValueNoCheck(s){return s instanceof u.onnx.AttributeProto?this.getValueNoCheckFromOnnxFormat(s):this.getValueNoCheckFromOrtFormat(s)}static getValueNoCheckFromOnnxFormat(s){switch(s.type){case u.onnx.AttributeProto.AttributeType.FLOAT:return s.f;case u.onnx.AttributeProto.AttributeType.INT:return s.i;case u.onnx.AttributeProto.AttributeType.STRING:return s.s;case u.onnx.AttributeProto.AttributeType.TENSOR:return s.t;case u.onnx.AttributeProto.AttributeType.GRAPH:return s.g;case u.onnx.AttributeProto.AttributeType.FLOATS:return s.floats;case u.onnx.AttributeProto.AttributeType.INTS:return s.ints;case u.onnx.AttributeProto.AttributeType.STRINGS:return s.strings;case u.onnx.AttributeProto.AttributeType.TENSORS:return s.tensors;case u.onnx.AttributeProto.AttributeType.GRAPHS:return s.graphs;default:throw new Error(`unsupported attribute type: ${u.onnx.AttributeProto.AttributeType[s.type]}`)}}static getValueNoCheckFromOrtFormat(s){switch(s.type()){case h.AttributeType.FLOAT:return s.f();case h.AttributeType.INT:return s.i();case h.AttributeType.STRING:return s.s();case h.AttributeType.TENSOR:return s.t();case h.AttributeType.GRAPH:return s.g();case h.AttributeType.FLOATS:return s.floatsArray();case h.AttributeType.INTS:{const t=[];for(let e=0;e{Object.defineProperty(n,"__esModule",{value:!0}),n.resolveBackend=n.backend=void 0;const u=o(5038),c=new Map;async function p(a){const h=n.backend;if(h[a]!==void 0&&function(f){const l=f;return"initialize"in l&&typeof l.initialize=="function"&&"createSessionHandler"in l&&typeof l.createSessionHandler=="function"&&"dispose"in l&&typeof l.dispose=="function"}(h[a])){const f=h[a];let l=f.initialize();if(typeof l=="object"&&"then"in l&&(l=await l),l)return c.set(a,f),f}}n.backend={webgl:new u.WebGLBackend},n.resolveBackend=async function a(h){if(!h)return a(["webgl"]);{const f=typeof h=="string"?[h]:h;for(const l of f){const s=c.get(l);if(s)return s;const t=await p(l);if(t)return t}}throw new Error("no available backend to use")}},5038:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.WebGLBackend=void 0;const u=o(1670),c=o(6231),p=o(6416),a=o(7305);n.WebGLBackend=class{get contextId(){return u.env.webgl.contextId}set contextId(h){u.env.webgl.contextId=h}get matmulMaxBatchSize(){return u.env.webgl.matmulMaxBatchSize}set matmulMaxBatchSize(h){u.env.webgl.matmulMaxBatchSize=h}get textureCacheMode(){return u.env.webgl.textureCacheMode}set textureCacheMode(h){u.env.webgl.textureCacheMode=h}get pack(){return u.env.webgl.pack}set pack(h){u.env.webgl.pack=h}get async(){return u.env.webgl.async}set async(h){u.env.webgl.async=h}initialize(){try{return this.glContext=(0,a.createWebGLContext)(this.contextId),typeof this.matmulMaxBatchSize!="number"&&(this.matmulMaxBatchSize=16),typeof this.textureCacheMode!="string"&&(this.textureCacheMode="full"),typeof this.pack!="boolean"&&(this.pack=!1),typeof this.async!="boolean"&&(this.async=!1),c.Logger.setWithEnv(u.env),c.Logger.verbose("WebGLBackend",`Created WebGLContext: ${typeof this.glContext} with matmulMaxBatchSize: ${this.matmulMaxBatchSize}; textureCacheMode: ${this.textureCacheMode}; pack: ${this.pack}; async: ${this.async}.`),!0}catch(h){return c.Logger.warning("WebGLBackend",`Unable to initialize WebGLBackend. ${h}`),!1}}createSessionHandler(h){return new p.WebGLSessionHandler(this,h)}dispose(){this.glContext.dispose()}}},5107:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.CoordsGlslLib=void 0;const u=o(2517),c=o(8520),p=o(5060),a=o(7859),h=o(9390);class f extends c.GlslLib{constructor(s){super(s)}getFunctions(){return Object.assign(Object.assign(Object.assign(Object.assign(Object.assign(Object.assign(Object.assign({},this.offsetToCoords()),this.coordsToOffset()),this.toVec()),this.valueFrom()),this.getCommonUtilFuncs()),this.getInputsSamplingSnippets()),this.getOutputSamplingSnippet())}getCustomTypes(){return{}}offsetToCoords(){return{offsetToCoords:new c.GlslLibRoutine(` + vec2 offsetToCoords(int offset, int width, int height) { + int t = offset / width; + int s = offset - t*width; + vec2 coords = (vec2(s,t) + vec2(0.5,0.5)) / vec2(width, height); + return coords; + } + `)}}coordsToOffset(){return{coordsToOffset:new c.GlslLibRoutine(` + int coordsToOffset(vec2 coords, int width, int height) { + float s = coords.s * float(width); + float t = coords.t * float(height); + int offset = int(t) * width + int(s); + return offset; + } + `)}}getOutputSamplingSnippet(){const s=this.context.outputTextureLayout;return s.isPacked?this.getPackedOutputSamplingSnippet(s):this.getUnpackedOutputSamplingSnippet(s)}getPackedOutputSamplingSnippet(s){const t=s.unpackedShape,e=[s.width,s.height],r={},i="getOutputCoords";switch(t.length){case 0:r[i]=this.getOutputScalarCoords();break;case 1:r[i]=this.getOutputPacked1DCoords(t,e);break;case 2:r[i]=this.getOutputPacked2DCoords(t,e);break;case 3:r[i]=this.getOutputPacked3DCoords(t,e);break;default:r[i]=this.getOutputPackedNDCoords(t,e)}const d=` + void setOutput(vec4 val) { + ${(0,p.getGlsl)(this.context.glContext.version).output} = val; + } + `;return r.floatTextureSetRGBA=new c.GlslLibRoutine(d),r}getUnpackedOutputSamplingSnippet(s){const t=s.unpackedShape,e=[s.width,s.height],r={},i="getOutputCoords";switch(t.length){case 0:r[i]=this.getOutputScalarCoords();break;case 1:r[i]=this.getOutputUnpacked1DCoords(t,e);break;case 2:r[i]=this.getOutputUnpacked2DCoords(t,e);break;case 3:r[i]=this.getOutputUnpacked3DCoords(t,e);break;case 4:r[i]=this.getOutputUnpacked4DCoords(t,e);break;case 5:r[i]=this.getOutputUnpacked5DCoords(t,e);break;case 6:r[i]=this.getOutputUnpacked6DCoords(t,e);break;default:throw new Error(`Unsupported output dimensionality: ${t.length}`)}const d=` + void setOutput(float val) { + ${(0,p.getGlsl)(this.context.glContext.version).output} = vec4(val, 0, 0, 0); + } + `;return r.floatTextureSetR=new c.GlslLibRoutine(d),r}getOutputScalarCoords(){return new c.GlslLibRoutine(` + int getOutputCoords() { + return 0; + } + `)}getOutputPacked1DCoords(s,t){const e=t;let r="";return e[0]===1?(r=` + int getOutputCoords() { + return 2 * int(TexCoords.y * ${e[1]}.0); + } + `,new c.GlslLibRoutine(r)):e[1]===1?(r=` + int getOutputCoords() { + return 2 * int(TexCoords.x * ${e[0]}.0); + } + `,new c.GlslLibRoutine(r)):(r=` + int getOutputCoords() { + ivec2 resTexRC = ivec2(TexCoords.xy * + vec2(${e[0]}, ${e[1]})); + return 2 * (resTexRC.y * ${e[0]} + resTexRC.x); + } + `,new c.GlslLibRoutine(r))}getOutputPacked2DCoords(s,t){let e="";if(u.ArrayUtil.arraysEqual(s,t))return e=` + ivec2 getOutputCoords() { + return 2 * ivec2(TexCoords.xy * vec2(${t[0]}, ${t[1]})); + } + `,new c.GlslLibRoutine(e);const r=t,i=Math.ceil(s[1]/2);return e=` + ivec2 getOutputCoords() { + ivec2 resTexRC = ivec2(TexCoords.xy * + vec2(${r[0]}, ${r[1]})); + + int index = resTexRC.y * ${r[0]} + resTexRC.x; + + // reverse r and c order for packed texture + int r = imod(index, ${i}) * 2; + int c = 2 * (index / ${i}); + + return ivec2(r, c); + } + `,new c.GlslLibRoutine(e)}getOutputPacked3DCoords(s,t){const e=[t[0],t[1]],r=Math.ceil(s[2]/2),i=r*Math.ceil(s[1]/2),d=` + ivec3 getOutputCoords() { + ivec2 resTexRC = ivec2(TexCoords.xy * + vec2(${e[0]}, ${e[1]})); + int index = resTexRC.y * ${e[0]} + resTexRC.x; + + int b = index / ${i}; + index -= b * ${i}; + + // reverse r and c order for packed texture + int r = imod(index, ${r}) * 2; + int c = 2 * (index / ${r}); + + return ivec3(b, r, c); + } + `;return new c.GlslLibRoutine(d)}getOutputPackedNDCoords(s,t){const e=[t[0],t[1]],r=Math.ceil(s[s.length-1]/2),i=r*Math.ceil(s[s.length-2]/2);let d=i,g="",m="b, r, c";for(let y=2;y=0;--m)i[m]=i[m+1]*s[m+1];const d=["r","c","d"],g=i.map((m,_)=>`int ${d[_]} = index / ${m}; ${_===i.length-1?`int ${d[_+1]} = index - ${d[_]} * ${m}`:`index -= ${d[_]} * ${m}`};`).join("");return e=` + ivec3 getOutputCoords() { + ivec2 resTexRC = ivec2(TexCoords.xy * + vec2(${t[0]}, ${t[1]})); + int index = resTexRC.y * ${t[0]} + resTexRC.x; + ${g} + return ivec3(r, c, d); + } + `,new c.GlslLibRoutine(e)}getOutputUnpacked4DCoords(s,t){let e="";const r=s.length;let i=null;r<2&&(i=[]),i=new Array(r-1),i[r-2]=s[r-1];for(let m=r-3;m>=0;--m)i[m]=i[m+1]*s[m+1];const d=["r","c","d","d2"],g=i.map((m,_)=>`int ${d[_]} = index / ${m}; ${_===i.length-1?`int ${d[_+1]} = index - ${d[_]} * ${m}`:`index -= ${d[_]} * ${m}`};`).join("");return e=` + ivec4 getOutputCoords() { + ivec2 resTexRC = ivec2(TexCoords.xy * + vec2(${t[0]}, ${t[1]})); + int index = resTexRC.y * ${t[0]} + resTexRC.x; + ${g} + return ivec4(r, c, d, d2); + } + `,new c.GlslLibRoutine(e)}getOutputUnpacked5DCoords(s,t){let e="";const r=s.length;let i=null;r<2&&(i=[]),i=new Array(r-1),i[r-2]=s[r-1];for(let m=r-3;m>=0;--m)i[m]=i[m+1]*s[m+1];const d=["r","c","d","d2","d3"],g=i.map((m,_)=>`int ${d[_]} = index / ${m}; ${_===i.length-1?`int ${d[_+1]} = index - ${d[_]} * ${m}`:`index -= ${d[_]} * ${m}`};`).join("");return e=` + ivec5 getOutputCoords() { + ivec2 resTexRC = ivec2(TexCoords.xy * + vec2(${t[0]}, ${t[1]})); + int index = resTexRC.y * ${t[0]} + resTexRC.x; + ${g} + return ivec5(r, c, d, d2, d3); + } + `,new c.GlslLibRoutine(e)}getOutputUnpacked6DCoords(s,t){let e="";const r=s.length;let i=null;r<2&&(i=[]),i=new Array(r-1),i[r-2]=s[r-1];for(let m=r-3;m>=0;--m)i[m]=i[m+1]*s[m+1];const d=["r","c","d","d2","d3","d4"],g=i.map((m,_)=>`int ${d[_]} = index / ${m}; ${_===i.length-1?`int ${d[_+1]} = index - ${d[_]} * ${m}`:`index -= ${d[_]} * ${m}`};`).join("");return e=` + ivec6 getOutputCoords() { + ivec2 resTexRC = ivec2(TexCoords.xy * + vec2(${t[0]}, ${t[1]})); + int index = resTexRC.y * ${t[0]} + resTexRC.x; + ${g} + return ivec6(r, c, d, d2, d3, d4); + } + `,new c.GlslLibRoutine(e)}getCommonUtilFuncs(){const s={};let t="uvFromFlat";s[t]=new c.GlslLibRoutine(` + vec2 uvFromFlat(int texNumR, int texNumC, int index) { + int texC = index / texNumR; + int texR = index - texC * texNumR; + // TODO: swap texR, texC order in following function so row is corresponding to u and column is corresponding to + // v. + return (vec2(texR, texC) + halfCR) / vec2(texNumR, texNumC); + } + `),t="packedUVfrom1D",s[t]=new c.GlslLibRoutine(` + vec2 packedUVfrom1D(int texNumR, int texNumC, int index) { + int texelIndex = index / 2; + int texR = texelIndex / texNumC; + int texC = texelIndex - texR * texNumC; + return (vec2(texC, texR) + halfCR) / vec2(texNumC, texNumR); + } + `),t="packedUVfrom2D",s[t]=new c.GlslLibRoutine(` + vec2 packedUVfrom2D(int texNumR, int texNumC, int texelsInLogicalRow, int row, int col) { + int texelIndex = (row / 2) * texelsInLogicalRow + (col / 2); + int texR = texelIndex / texNumC; + int texC = texelIndex - texR * texNumC; + return (vec2(texC, texR) + halfCR) / vec2(texNumC, texNumR); + } + `),t="packedUVfrom3D",s[t]=new c.GlslLibRoutine(` + vec2 packedUVfrom3D(int texNumR, int texNumC, + int texelsInBatch, int texelsInLogicalRow, int b, + int row, int col) { + int index = b * texelsInBatch + (row / 2) * texelsInLogicalRow + (col / 2); + int texR = index / texNumC; + int texC = index - texR * texNumC; + return (vec2(texC, texR) + halfCR) / vec2(texNumC, texNumR); + } + `),t="sampleTexture";const e=(0,p.getGlsl)(this.context.glContext.version);return s[t]=new c.GlslLibRoutine(` + float sampleTexture(sampler2D textureSampler, vec2 uv) { + return ${e.texture2D}(textureSampler, uv).r; + }`),s}getInputsSamplingSnippets(){const s={},t=this.context.outputTextureLayout;return this.context.programInfo.inputNames.forEach((e,r)=>{const i=this.context.inputTextureLayouts[r],d=(0,h.generateShaderFuncNameFromInputSamplerName)(e);i.isPacked?s[d]=this.getPackedSamplerFromInput(d,e,i):s[d]=this.getUnpackedSamplerFromInput(d,e,i);const g=(0,h.generateShaderFuncNameFromInputSamplerNameAtOutCoords)(e);i.unpackedShape.length<=t.unpackedShape.length&&(i.isPacked?s[g]=this.getPackedSamplerAtOutputCoords(g,i,t,e):s[g]=this.getUnpackedSamplerAtOutputCoords(g,i,t,e))}),s}getPackedSamplerAtOutputCoords(s,t,e,r){const i=t.unpackedShape,d=e.unpackedShape,g=r,m=(0,h.generateShaderFuncNameFromInputSamplerName)(g),_=i.length,y=d.length,w=u.BroadcastUtil.getBroadcastDims(i,d),v=(0,h.getCoordsDataType)(y),S=y-_;let A;const O=(0,h.getGlChannels)();A=_===0?"":y<2&&w.length>=1?"coords = 0;":w.map(F=>`coords.${O[F+S]} = 0;`).join(` +`);let x="";x=y<2&&_>0?"coords":i.map((F,V)=>`coords.${O[V+S]}`).join(", ");let I="return outputValue;";const N=u.ShapeUtil.size(i)===1,R=u.ShapeUtil.size(d)===1;if(_!==1||N||R){if(N&&!R)I=y===1?` + return vec4(outputValue.x, outputValue.x, 0., 0.); + `:` + return vec4(outputValue.x); + `;else if(w.length){const F=_-2,V=_-1;w.indexOf(F)>-1&&w.indexOf(V)>-1?I="return vec4(outputValue.x);":w.indexOf(F)>-1?I="return vec4(outputValue.x, outputValue.y, outputValue.x, outputValue.y);":w.indexOf(V)>-1&&(I="return vec4(outputValue.xx, outputValue.zz);")}}else I=` + return vec4(outputValue.xy, outputValue.xy); + `;const L=` + vec4 ${s}() { + ${v} coords = getOutputCoords(); + + int lastDim = coords.${O[y-1]}; + coords.${O[y-1]} = coords.${O[y-2]}; + coords.${O[y-2]} = lastDim; + + ${A} + vec4 outputValue = ${m}(${x}); + ${I} + } + `;return new c.GlslLibRoutine(L,["coordinates.getOutputCoords"])}getUnpackedSamplerAtOutputCoords(s,t,e,r){const i=[e.width,e.height],d=[t.width,t.height],g=t.unpackedShape.length,m=e.unpackedShape.length,_=t.unpackedShape,y=e.unpackedShape,w=(0,h.generateShaderFuncNameFromInputSamplerName)(r);if(g===m&&u.ArrayUtil.arraysEqual(d,i)){const R=` + float ${s}() { + return sampleTexture(${r}, TexCoords); + } + `;return new c.GlslLibRoutine(R,["coordinates.sampleTexture"])}const v=(0,h.getCoordsDataType)(m),S=u.BroadcastUtil.getBroadcastDims(_,y),A=m-g;let O;const x=(0,h.getGlChannels)();O=g===0?"":m<2&&S.length>=1?"coords = 0;":S.map(R=>`coords.${x[R+A]} = 0;`).join(` +`);let I="";I=m<2&&g>0?"coords":t.unpackedShape.map((R,L)=>`coords.${x[L+A]}`).join(", ");const N=` + float ${s}() { + ${v} coords = getOutputCoords(); + ${O} + return ${w}(${I}); + } + `;return new c.GlslLibRoutine(N,["coordinates.getOutputCoords"])}getPackedSamplerFromInput(s,t,e){switch(e.unpackedShape.length){case 0:return this.getPackedSamplerScalar(s,t);case 1:return this.getPackedSampler1D(s,t,e);case 2:return this.getPackedSampler2D(s,t,e);case 3:return this.getPackedSampler3D(s,t,e);default:return this.getPackedSamplerND(s,t,e)}}getUnpackedSamplerFromInput(s,t,e){const r=e.unpackedShape;switch(r.length){case 0:return this.getUnpackedSamplerScalar(s,t,e);case 1:return this.getUnpackedSampler1D(s,t,e);case 2:return this.getUnpackedSampler2D(s,t,e);case 3:return this.getUnpackedSampler3D(s,t,e);case 4:return this.getUnpackedSampler4D(s,t,e);case 5:return this.getUnpackedSampler5D(s,t,e);case 6:return this.getUnpackedSampler6D(s,t,e);default:throw new Error(`Unsupported dimension ${r.length}-D`)}}getPackedSamplerScalar(s,t){const e=` + vec4 ${s}() { + return ${(0,p.getGlsl)(this.context.glContext.version).texture2D}(${t}, halfCR); + } + `;return new c.GlslLibRoutine(e)}getPackedSampler1D(s,t,e){const r=[e.width,e.height],i=[r[1],r[0]],d=(0,p.getGlsl)(this.context.glContext.version),g=`vec4 ${s}(int index) { + vec2 uv = packedUVfrom1D( + ${i[0]}, ${i[1]}, index); + return ${d.texture2D}(${t}, uv); + }`;return new c.GlslLibRoutine(g,["coordinates.packedUVfrom1D"])}getPackedSampler2D(s,t,e){const r=e.unpackedShape,i=[e.width,e.height],d=(0,p.getGlsl)(this.context.glContext.version),g=i[0],m=i[1];if(i!=null&&u.ArrayUtil.arraysEqual(r,i)){const v=`vec4 ${s}(int row, int col) { + vec2 uv = (vec2(col, row) + halfCR) / vec2(${m}.0, ${g}.0); + return ${d.texture2D}(${t}, uv); + }`;return new c.GlslLibRoutine(v)}const _=i,y=Math.ceil(r[1]/2),w=`vec4 ${s}(int row, int col) { + vec2 uv = packedUVfrom2D(${_[1]}, ${_[0]}, ${y}, row, col); + return ${d.texture2D}(${t}, uv); + }`;return new c.GlslLibRoutine(w,["coordinates.packedUVfrom2D"])}getPackedSampler3D(s,t,e){const r=e.unpackedShape,i=[e.width,e.height],d=[i[0],i[1]],g=(0,p.getGlsl)(this.context.glContext.version);if(r[0]===1){const v=r.slice(1),S=[1,2],A=(0,h.squeezeInputShape)(r,v),O=["b","row","col"],x=JSON.parse(JSON.stringify(e));x.unpackedShape=A;const I=this.getPackedSamplerFromInput(s,t,x),N=`${I.routineBody} + vec4 ${s}(int b, int row, int col) { + return ${s}(${(0,h.getSqueezedParams)(O,S)}); + } `;return new c.GlslLibRoutine(N,I.dependencies)}const m=d[0],_=d[1],y=Math.ceil(r[2]/2),w=`vec4 ${s}(int b, int row, int col) { + vec2 uv = packedUVfrom3D( + ${_}, ${m}, ${y*Math.ceil(r[1]/2)}, ${y}, b, row, col); + return ${g.texture2D}(${t}, uv);}`;return new c.GlslLibRoutine(w,["coordinates.packedUVfrom3D"])}getPackedSamplerND(s,t,e){const r=e.unpackedShape,i=r.length,d=[e.width,e.height],g=(0,p.getGlsl)(this.context.glContext.version),m=[d[0],d[1]],_=m[1],y=m[0],w=Math.ceil(r[i-1]/2);let v=w*Math.ceil(r[i-2]/2),S="int b, int row, int col",A=`b * ${v} + (row / 2) * ${w} + (col / 2)`;for(let x=2;x{const r=this.context.inputTextureLayouts[e],i=(r.unpackedShape.length>0?r.unpackedShape:r.shape).length;let d=`_${t}`;s[d]=new c.GlslLibRoutine(this.getValueFromSingle(t,i,r.width,r.height,!1),[`shapeUtils.indicesToOffset${d}`,"coordinates.offsetToCoords","fragcolor.getColorAsFloat"]),d+="_T",s[d]=new c.GlslLibRoutine(this.getValueFromSingle(t,i,r.width,r.height,!0),[`shapeUtils.indicesToOffset${d}`,"coordinates.offsetToCoords","fragcolor.getColorAsFloat"])}),s}getValueFromSingle(s,t,e,r,i){let d=`_${s}`;return i&&(d+="_T"),` + float ${d}(int m[${t}]) { + int offset = indicesToOffset${d}(m); + vec2 coords = offsetToCoords(offset, ${e}, ${r}); + float value = getColorAsFloat(${(0,p.getGlsl)(this.context.glContext.version).texture2D}(${s}, coords)); + return value; + } + `}getPackedValueFrom(s,t,e,r,i){let d=`_${s}_Pack`;return i&&(d+="_T"),` + vec4 ${d}(int m[${t}]) { + int offset = indicesToOffset_${s}(m); + vec2 coords = offsetToCoords(offset, ${e}, ${r}); + return ${(0,p.getGlsl)(this.context.glContext.version).texture2D}(${s}, coords); + } + `}}n.CoordsGlslLib=f},8520:(b,n)=>{var o;Object.defineProperty(n,"__esModule",{value:!0}),n.TopologicalSortGlslRoutines=n.GlslLibRoutineNode=n.GlslLibRoutine=n.GlslLib=n.GlslContext=n.FunctionType=void 0,(o=n.FunctionType||(n.FunctionType={}))[o.ValueBased=0]="ValueBased",o[o.Positional=1]="Positional",n.GlslContext=class{constructor(u,c,p,a){this.glContext=u,this.programInfo=c,this.inputTextureLayouts=p,this.outputTextureLayout=a}},n.GlslLib=class{constructor(u){this.context=u}},n.GlslLibRoutine=class{constructor(u,c){this.routineBody=u,this.dependencies=c}},n.GlslLibRoutineNode=class{constructor(u,c,p){this.name=u,this.dependencies=p||[],c&&(this.routineBody=c)}addDependency(u){u&&this.dependencies.push(u)}},n.TopologicalSortGlslRoutines=class{static returnOrderedNodes(u){if(!u||u.length===0)return[];if(u.length===1)return u;const c=new Set,p=new Set,a=new Array;return this.createOrderedNodes(u,c,p,a),a}static createOrderedNodes(u,c,p,a){for(let h=0;h0)for(let f=0;f{Object.defineProperty(n,"__esModule",{value:!0}),n.EncodingGlslLib=void 0;const u=o(8520);class c extends u.GlslLib{constructor(a){super(a)}getFunctions(){return Object.assign(Object.assign({},this.encodeFloat32()),this.decodeFloat32())}getCustomTypes(){return{}}encodeFloat32(){return{encode:new u.GlslLibRoutine(`highp vec4 encode(highp float f) { + return vec4(f, 0.0, 0.0, 0.0); + } + `)}}decodeFloat32(){return{decode:new u.GlslLibRoutine(`highp float decode(highp vec4 rgba) { + return rgba.r; + } + `)}}encodeUint8(){const a=c.isLittleEndian()?"rgba.rgba=rgba.abgr;":"";return{encode:new u.GlslLibRoutine(` + highp vec4 encode(highp float f) { + highp float F = abs(f); + highp float Sign = step(0.0,-f); + highp float Exponent = floor(log2(F)); + highp float Mantissa = (exp2(- Exponent) * F); + Exponent = floor(log2(F) + 127.0) + floor(log2(Mantissa)); + highp vec4 rgba; + rgba[0] = 128.0 * Sign + floor(Exponent*exp2(-1.0)); + rgba[1] = 128.0 * mod(Exponent,2.0) + mod(floor(Mantissa*128.0),128.0); + rgba[2] = floor(mod(floor(Mantissa*exp2(23.0 -8.0)),exp2(8.0))); + rgba[3] = floor(exp2(23.0)*mod(Mantissa,exp2(-15.0))); + ${a} + rgba = rgba / 255.0; // values need to be normalized to [0,1] + return rgba; + } + `)}}decodeUint8(){const a=c.isLittleEndian()?"rgba.rgba=rgba.abgr;":"";return{decode:new u.GlslLibRoutine(` + highp float decode(highp vec4 rgba) { + rgba = rgba * 255.0; // values need to be de-normalized from [0,1] to [0,255] + ${a} + highp float Sign = 1.0 - step(128.0,rgba[0])*2.0; + highp float Exponent = 2.0 * mod(rgba[0],128.0) + step(128.0,rgba[1]) - 127.0; + highp float Mantissa = mod(rgba[1],128.0)*65536.0 + rgba[2]*256.0 +rgba[3] + float(0x800000); + highp float Result = Sign * exp2(Exponent) * (Mantissa * exp2(-23.0 )); + return Result; + } + `)}}static isLittleEndian(){const a=new ArrayBuffer(4),h=new Uint32Array(a),f=new Uint8Array(a);if(h[0]=3735928559,f[0]===239)return!0;if(f[0]===222)return!1;throw new Error("unknown endianness")}}n.EncodingGlslLib=c},9894:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.FragColorGlslLib=void 0;const u=o(8520),c=o(5060);class p extends u.GlslLib{constructor(h){super(h)}getFunctions(){return Object.assign(Object.assign({},this.setFragColor()),this.getColorAsFloat())}getCustomTypes(){return{}}setFragColor(){const h=(0,c.getGlsl)(this.context.glContext.version);return{setFragColor:new u.GlslLibRoutine(` + void setFragColor(float value) { + ${h.output} = encode(value); + } + `,["encoding.encode"])}}getColorAsFloat(){return{getColorAsFloat:new u.GlslLibRoutine(` + float getColorAsFloat(vec4 color) { + return decode(color); + } + `,["encoding.decode"])}}}n.FragColorGlslLib=p},2848:(b,n)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.replaceInlines=void 0;const o=/@inline[\s\n\r]+(\w+)[\s\n\r]+([0-9a-zA-Z_]+)\s*\(([^)]*)\)\s*{(([^}]|[\n\r])*)}/gm;n.replaceInlines=function(u){const c={};let p;for(;(p=o.exec(u))!==null;){const a=p[3].split(",").map(h=>{const f=h.trim().split(" ");return f&&f.length===2?{type:f[0],name:f[1]}:null}).filter(h=>h!==null);c[p[2]]={params:a,body:p[4]}}for(const a in c){const h="(\\w+)?\\s+([_0-9a-zA-Z]+)\\s+=\\s+__FUNC__\\((.*)\\)\\s*;".replace("__FUNC__",a),f=new RegExp(h,"gm");for(;(p=f.exec(u))!==null;){const l=p[1],s=p[2],t=p[3].split(","),e=l?`${l} ${s};`:"";let r=c[a].body,i="";c[a].params.forEach((g,m)=>{g&&(i+=`${g.type} ${g.name} = ${t[m]}; +`)}),r=`${i} + ${r}`,r=r.replace("return",`${s} = `);const d=` + ${e} + { + ${r} + } + `;u=u.replace(p[0],d)}}return u.replace(o,"")}},8879:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.GlslPreprocessor=void 0;const u=o(8520),c=o(2848),p=o(5483),a=o(5060);n.GlslPreprocessor=class{constructor(h,f,l,s){this.libs={},this.glslLibRoutineDependencyGraph={},this.context=new u.GlslContext(h,f,l,s),Object.keys(p.glslRegistry).forEach(e=>{const r=new p.glslRegistry[e](this.context);this.libs[e]=r});const t=this.glslLibRoutineDependencyGraph;for(const e in this.libs){const r=this.libs[e].getFunctions();for(const i in r){const d=e+"."+i;let g;t[d]?(g=t[d],g.routineBody=r[i].routineBody):(g=new u.GlslLibRoutineNode(d,r[i].routineBody),t[d]=g);const m=r[i].dependencies;if(m)for(let _=0;_{const s=l.split(".")[1];h.indexOf(s)!==-1&&f.push(this.glslLibRoutineDependencyGraph[l])}),u.TopologicalSortGlslRoutines.returnOrderedNodes(f)}getUniforms(h,f){const l=[];if(h)for(const s of h)l.push(`uniform sampler2D ${s};`);if(f)for(const s of f)l.push(`uniform ${s.type} ${s.name}${s.arrayLength?`[${s.arrayLength}]`:""};`);return l.join(` +`)}}},5483:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.glslRegistry=void 0;const u=o(5107),c=o(7341),p=o(9894),a=o(2655),h=o(3891);n.glslRegistry={encoding:c.EncodingGlslLib,fragcolor:p.FragColorGlslLib,vec:h.VecGlslLib,shapeUtils:a.ShapeUtilsGlslLib,coordinates:u.CoordsGlslLib}},2655:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.ShapeUtilsGlslLib=void 0;const u=o(8520);class c extends u.GlslLib{constructor(a){super(a)}getFunctions(){return Object.assign(Object.assign(Object.assign(Object.assign(Object.assign({},this.bcastIndex()),this.bcastMatmulIndex()),this.offsetToIndices()),this.indicesToOffset()),this.incrementIndices())}getCustomTypes(){return{}}bcastIndex(){const a=this.context.outputTextureLayout.shape.length,h={};return this.context.programInfo.inputNames.forEach((f,l)=>{const s=this.context.inputTextureLayouts[l].unpackedShape;if(s.length<=a){const t=s.length,e=a-t,r=`bcastIndices_${f}`;let i="";for(let g=0;g{const s=this.context.inputTextureLayouts[l].shape;if(!(s.length<2||s.length>a)){const t=s.length,e=a-t,r=`bcastMatmulIndices_${f}`;let i="";for(let g=0;g{const l=this.context.inputTextureLayouts[f].shape,s=this.context.inputTextureLayouts[f].strides,t=l.length;let e=`indicesToOffset_${h}`;a[e]=new u.GlslLibRoutine(c.indexToOffsetSingle(e,t,s)),e=`indicesToOffset_${h}_T`,a[e]=new u.GlslLibRoutine(c.indexToOffsetSingle(e,t,s.slice().reverse()))}),a}static indexToOffsetSingle(a,h,f){let l="";for(let s=h-1;s>=0;--s)l+=` + offset += indices[${s}] * ${f[s]}; + `;return` + int ${a}(int indices[${h}]) { + int offset = 0; + ${l} + return offset; + } + `}offsetToIndices(){const a={};return this.context.programInfo.inputNames.forEach((h,f)=>{const l=this.context.inputTextureLayouts[f].shape,s=this.context.inputTextureLayouts[f].strides,t=l.length;let e=`offsetToIndices_${h}`;a[e]=new u.GlslLibRoutine(c.offsetToIndicesSingle(e,t,s)),e=`offsetToIndices_${h}_T`,a[e]=new u.GlslLibRoutine(c.offsetToIndicesSingle(e,t,s.slice().reverse()))}),a}static offsetToIndicesSingle(a,h,f){const l=[];for(let s=0;s{const l=this.context.inputTextureLayouts[f].shape,s=l.length,t=`incrementIndices_${h}`;let e="";for(let i=0;i= 0; --i) { + if(i > axis) continue; + indices[i] += 1; + if(indices[i] < shape[i]) { + break; + } + indices[i] = 0; + } + } + `;a[t]=new u.GlslLibRoutine(r)}),a}}n.ShapeUtilsGlslLib=c},5060:(b,n)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.getDefaultFragShaderMain=n.getFragShaderPreamble=n.getVertexShaderSource=n.getGlsl=void 0;const o={version:"",attribute:"attribute",varyingVertex:"varying",varyingFrag:"varying",texture2D:"texture2D",output:"gl_FragColor",outputDeclaration:""},u={version:"#version 300 es",attribute:"in",varyingVertex:"out",varyingFrag:"in",texture2D:"texture",output:"outputColor",outputDeclaration:"out vec4 outputColor;"};function c(p){return p===1?o:u}n.getGlsl=c,n.getVertexShaderSource=function(p){const a=c(p);return`${a.version} + precision highp float; + ${a.attribute} vec3 position; + ${a.attribute} vec2 textureCoord; + + ${a.varyingVertex} vec2 TexCoords; + + void main() + { + gl_Position = vec4(position, 1.0); + TexCoords = textureCoord; + }`},n.getFragShaderPreamble=function(p){const a=c(p);return`${a.version} + precision highp float; + precision highp int; + precision highp sampler2D; + ${a.varyingFrag} vec2 TexCoords; + ${a.outputDeclaration} + const vec2 halfCR = vec2(0.5, 0.5); + + // Custom vector types to handle higher dimenalities. + struct ivec5 + { + int x; + int y; + int z; + int w; + int u; + }; + + struct ivec6 + { + int x; + int y; + int z; + int w; + int u; + int v; + }; + + int imod(int x, int y) { + return x - y * (x / y); + } + + `},n.getDefaultFragShaderMain=function(p,a){return` + void main() { + int indices[${a}]; + toVec(TexCoords, indices); + vec4 result = vec4(process(indices)); + ${c(p).output} = result; + } + `}},3891:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.VecGlslLib=void 0;const u=o(8520);class c extends u.GlslLib{constructor(a){super(a)}getCustomTypes(){return{}}getFunctions(){return Object.assign(Object.assign(Object.assign(Object.assign({},this.binaryVecFunctions()),this.copyVec()),this.setVecItem()),this.getVecItem())}binaryVecFunctions(){const a=this.context.outputTextureLayout.shape.length,h={add:"+=",sub:"-=",mul:"*=",div:"/="},f={};for(const l in h){const s=`${l}Vec`;let t="";for(let r=0;r{Object.defineProperty(n,"__esModule",{value:!0}),n.WebGLInferenceHandler=void 0;const u=o(6231),c=o(9162),p=o(2517),a=o(2403),h=o(7019),f=o(8710),l=o(5611),s=o(4057),t=o(2039);n.WebGLInferenceHandler=class{constructor(e){this.session=e,this.packedTextureDataCache=new Map,this.unpackedTextureDataCache=new Map}calculateTextureWidthAndHeight(e,r){return(0,s.calculateTextureWidthAndHeight)(this.session.layoutStrategy,e,r)}executeProgram(e,r){if(r.length{const S=v.map(O=>`${O.unpackedShape.join(",")};${O.width}x${O.height}`).join("_");let A=w.name;return w.cacheHint&&(A+="["+w.cacheHint+"]"),A+=":"+S,A})(e,i);let g=this.session.programManager.getArtifact(d);const m=g?g.programInfo:typeof e.get=="function"?e.get():e,_=(0,s.createTextureLayoutFromTextureType)(this.session.layoutStrategy,m.output.dims,m.output.textureType),y=this.createTextureData(_,m.output.type);return g||(g=this.session.programManager.build(m,i,y),this.session.programManager.setArtifact(d,g)),this.runProgram(g,i,y),y}run(e,r){return this.executeProgram(e,r).tensor}runProgram(e,r,i){for(let d=0;dthis.readTexture(m),async _=>this.readTextureAsync(m),void 0,g),texture:i});return this.setTextureData(m.tensor.dataId,m,e.isPacked),m}getTextureData(e,r=!1){return this.session.isInitializer(e)?this.session.getTextureData(e,r):r?this.packedTextureDataCache.get(e):this.unpackedTextureDataCache.get(e)}setTextureData(e,r,i=!1){this.session.isInitializer(e)?this.session.setTextureData(e,r,i):(i?this.packedTextureDataCache:this.unpackedTextureDataCache).set(e,r)}isTextureLayoutCached(e,r=!1){return!!this.getTextureData(e.dataId,r)}dispose(){this.session.textureManager.clearActiveTextures(),this.packedTextureDataCache.forEach(e=>this.session.textureManager.releaseTexture(e)),this.packedTextureDataCache=new Map,this.unpackedTextureDataCache.forEach(e=>this.session.textureManager.releaseTexture(e)),this.unpackedTextureDataCache=new Map}readTexture(e){return e.isPacked?this.readTexture(this.unpack(e)):this.session.backend.glContext.isFloat32DownloadSupported?this.session.textureManager.readTexture(e,e.tensor.type,e.channels):this.session.textureManager.readUint8TextureAsFloat((0,f.encodeAsUint8)(this,e))}async readTextureAsync(e){return e.isPacked?this.readTextureAsync(this.unpack(e)):this.session.backend.glContext.isFloat32DownloadSupported?this.session.textureManager.readTextureAsync(e,e.tensor.type,e.channels):this.session.textureManager.readUint8TextureAsFloat((0,f.encodeAsUint8)(this,e))}pack(e){return this.executeProgram((0,a.createPackProgramInfoLoader)(this,e.tensor),[e.tensor])}unpack(e){return this.executeProgram((0,l.createUnpackProgramInfoLoader)(this,e.tensor),[e.tensor])}}},1640:function(b,n,o){var u=this&&this.__createBinding||(Object.create?function(X,J,ee,ue){ue===void 0&&(ue=ee);var Ae=Object.getOwnPropertyDescriptor(J,ee);Ae&&!("get"in Ae?!J.__esModule:Ae.writable||Ae.configurable)||(Ae={enumerable:!0,get:function(){return J[ee]}}),Object.defineProperty(X,ue,Ae)}:function(X,J,ee,ue){ue===void 0&&(ue=ee),X[ue]=J[ee]}),c=this&&this.__setModuleDefault||(Object.create?function(X,J){Object.defineProperty(X,"default",{enumerable:!0,value:J})}:function(X,J){X.default=J}),p=this&&this.__importStar||function(X){if(X&&X.__esModule)return X;var J={};if(X!=null)for(var ee in X)ee!=="default"&&Object.prototype.hasOwnProperty.call(X,ee)&&u(J,X,ee);return c(J,X),J};Object.defineProperty(n,"__esModule",{value:!0}),n.WEBGL_OP_RESOLVE_RULES=void 0;const a=o(2898),h=p(o(7839)),f=o(4196),l=o(2069),s=o(8138),t=o(9663),e=o(5193),r=o(7992),i=o(1253),d=o(4776),g=o(6572),m=o(3346),_=o(5623),y=o(2870),w=o(2143),v=o(4939),S=o(718),A=o(2268),O=o(8117),x=o(2278),I=o(5524),N=o(5975),R=o(3933),L=o(6558),F=o(5723),V=o(3738),D=p(o(4909)),j=o(8428),Q=o(9793);n.WEBGL_OP_RESOLVE_RULES=[["Abs","","6+",D.abs],["Acos","","7+",D.acos],["Add","","7+",h.add],["And","","7+",h.and],["Asin","","7+",D.asin],["Atan","","7+",D.atan],["AveragePool","","7+",w.averagePool,w.parseAveragePoolAttributes],["BatchNormalization","","7+",a.batchNormalization,a.parseBatchNormalizationAttributes],["Cast","","6+",f.cast,f.parseCastAttributes],["Ceil","","6+",D.ceil],["Clip","","6-10",D.clip,D.parseClipAttributes],["Clip","","11+",D.clipV11],["Concat","","4+",l.concat,l.parseConcatAttributes],["Conv","","1+",s.conv,s.parseConvAttributes],["ConvTranspose","","1+",t.convTranspose,t.parseConvTransposeAttributes],["Cos","","7+",D.cos],["Div","","7+",h.div],["Dropout","","7+",D.identity],["DepthToSpace","","1+",e.depthToSpace,e.parseDepthToSpaceAttributes],["Equal","","7+",h.equal],["Elu","","6+",D.elu,D.parseEluAttributes],["Exp","","6+",D.exp],["Flatten","","1+",r.flatten,r.parseFlattenAttributes],["Floor","","6+",D.floor],["FusedConv","com.microsoft","1+",s.conv,s.parseConvAttributes],["Gather","","1+",i.gather,i.parseGatherAttributes],["Gemm","","7-10",d.gemm,d.parseGemmAttributesV7],["Gemm","","11+",d.gemm,d.parseGemmAttributesV11],["GlobalAveragePool","","1+",w.globalAveragePool,w.parseGlobalAveragePoolAttributes],["GlobalMaxPool","","1+",w.globalMaxPool],["Greater","","7+",h.greater],["Identity","","1+",D.identity],["ImageScaler","","1+",g.imageScaler,g.parseImageScalerAttributes],["InstanceNormalization","","6+",m.instanceNormalization,m.parseInstanceNormalizationAttributes],["LeakyRelu","","6+",D.leakyRelu,D.parseLeakyReluAttributes],["Less","","7+",h.less],["Log","","6+",D.log],["MatMul","","1+",_.matMul,_.parseMatMulAttributes],["MaxPool","","1+",w.maxPool,w.parseMaxPoolAttributes],["Mul","","7+",h.mul],["Neg","","6+",D.neg],["Not","","1+",D.not],["Or","","7+",h.or],["Pad","","2-10",y.padV2,y.parsePadAttributesV2],["Pad","","11+",y.padV11,y.parsePadAttributesV11],["Pow","","7+",h.pow],["PRelu","","7+",h.pRelu],["ReduceLogSum","","1+",v.reduceLogSum,v.parseReduceAttributes],["ReduceMax","","1+",v.reduceMax,v.parseReduceAttributes],["ReduceMean","","1+",v.reduceMean,v.parseReduceAttributes],["ReduceMin","","1+",v.reduceMin,v.parseReduceAttributes],["ReduceProd","","1+",v.reduceProd,v.parseReduceAttributes],["ReduceSum","","1-12",v.reduceSum,v.parseReduceAttributes],["ReduceSumSquare","","1+",v.reduceLogSumSquare,v.parseReduceAttributes],["Relu","","6+",D.relu],["Reshape","","5+",S.reshape],["Resize","","10",A.resize,A.parseResizeAttributesV10],["Resize","","11+",A.resize,A.parseResizeAttributesV11],["Shape","","1+",O.shape],["Sigmoid","","6+",D.sigmoid],["Sin","","7+",D.sin],["Slice","","10+",x.sliceV10],["Slice","","1-9",x.slice,x.parseSliceAttributes],["Softmax","","1-12",I.softmax,I.parseSoftmaxAttributes],["Softmax","","13+",I.softmaxV13,I.parseSoftmaxAttributesV13],["Split","","2-12",N.split,N.parseSplitAttributes],["Sqrt","","6+",D.sqrt],["Squeeze","","1-12",R.squeeze,R.parseSqueezeAttributes],["Squeeze","","13+",R.squeezeV13],["Sub","","7+",h.sub],["Sum","","6+",L.sum],["Tan","","7+",D.tan],["Tanh","","6+",D.tanh],["Tile","","6+",F.tile],["Transpose","","1+",V.transpose,V.parseTransposeAttributes],["Upsample","","7-8",Q.upsample,Q.parseUpsampleAttributesV7],["Upsample","","9",Q.upsample,Q.parseUpsampleAttributesV9],["Unsqueeze","","1-12",j.unsqueeze,j.parseUnsqueezeAttributes],["Unsqueeze","","13+",j.unsqueezeV13],["Xor","","7+",h.xor]]},2898:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.parseBatchNormalizationAttributes=n.batchNormalization=void 0;const u=o(246),c=o(5060),p=o(2039),a={name:"BatchNormalization",inputNames:["A","Scale","B","Mean","Variance"],inputTypes:[p.TextureType.unpacked,p.TextureType.unpacked,p.TextureType.unpacked,p.TextureType.unpacked,p.TextureType.unpacked]};n.batchNormalization=(l,s,t)=>(f(s),[l.run(Object.assign(Object.assign({},a),{cacheHint:t.cacheKey,get:()=>h(l,s,t)}),s)]),n.parseBatchNormalizationAttributes=l=>{const s=l.attributes.getFloat("epsilon",1e-5),t=l.attributes.getFloat("momentum",.9),e=l.attributes.getInt("spatial",1);return(0,u.createAttributeWithCacheKey)({epsilon:s,momentum:t,spatial:e})};const h=(l,s,t)=>{const e=(0,c.getGlsl)(l.session.backend.glContext.version),r=s[0].dims.length,[i,d]=l.calculateTextureWidthAndHeight(s[1].dims,p.TextureType.unpacked),g=` + float process(int[${r}] indices) { + vec2 position = offsetToCoords(indices[1], ${i}, ${d}); + float scale = getColorAsFloat(${e.texture2D}(Scale, position)); + float mean = getColorAsFloat(${e.texture2D}(Mean, position)); + float variance = getColorAsFloat(${e.texture2D}(Variance, position)); + float b = getColorAsFloat(${e.texture2D}(B, position)); + + return scale * ( (_A(indices) - mean) / sqrt(variance + float(${t.epsilon})) ) + b; + }`;return Object.assign(Object.assign({},a),{output:{dims:s[0].dims,type:s[0].type,textureType:p.TextureType.unpacked},shaderSource:g})},f=l=>{if(!l||l.length!==5)throw new Error("BatchNormalization requires 5 inputs.");const s=l[0],t=l[1],e=l[2],r=l[3],i=l[4];if(s.dims.length<3||t.dims.length!==1||e.dims.length!==1||r.dims.length!==1||i.dims.length!==1)throw new Error("invalid input shape.");if(t.dims[0]!==s.dims[1]||e.dims[0]!==s.dims[1]||r.dims[0]!==s.dims[1]||i.dims[0]!==s.dims[1])throw new Error("invalid input shape.");if(s.type!=="float32"&&s.type!=="float64"||t.type!=="float32"&&t.type!=="float64"||e.type!=="float32"&&e.type!=="float64"||r.type!=="float32"&&r.type!=="float64"||i.type!=="float32"&&i.type!=="float64")throw new Error("invalid input tensor types.")}},7839:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.xor=n.sub=n.pRelu=n.pow=n.or=n.mul=n.less=n.greater=n.equal=n.div=n.and=n.add=n.glslPRelu=n.glslPow=n.glslXor=n.glslOr=n.glslAnd=n.glslLess=n.glslGreater=n.glslEqual=n.glslSub=n.glslMul=n.glslDiv=n.glslAdd=void 0;const u=o(2517),c=o(8520),p=o(5060),a=o(2039);function h(){const v="add_";return{body:` + float ${v}(float a, float b) { + return a + b; + } + vec4 ${v}(vec4 v1, vec4 v2) { + return v1 + v2; + } + `,name:v,type:c.FunctionType.ValueBased}}function f(){const v="div_";return{body:` + float ${v}(float a, float b) { + return a / b; + } + vec4 ${v}(vec4 v1, vec4 v2) { + return v1 / v2; + } + `,name:v,type:c.FunctionType.ValueBased}}function l(){const v="mul_";return{body:` + float ${v}(float a, float b) { + return a * b; + } + vec4 ${v}(vec4 v1, vec4 v2) { + return v1 * v2; + } + `,name:v,type:c.FunctionType.ValueBased}}function s(){const v="sub_";return{body:` + float ${v}(float a, float b) { + return a - b; + } + vec4 ${v}(vec4 v1, vec4 v2) { + return v1 - v2; + } + `,name:v,type:c.FunctionType.ValueBased}}function t(){const v="equal_";return{body:` + float ${v}(float a, float b) { + return float(a == b); + } + vec4 ${v}(vec4 v1, vec4 v2) { + return vec4(equal(v1, v2)); + } + `,name:v,type:c.FunctionType.ValueBased}}function e(){const v="greater_";return{body:` + float ${v}(float a, float b) { + return float(a > b); + } + vec4 ${v}(vec4 v1, vec4 v2) { + return vec4( v1.r > v2.r , + v1.g > v2.g, + v1.b > v2.b, + v1.a > v2.a ); + } + `,name:v,type:c.FunctionType.ValueBased}}function r(){const v="less_";return{body:` + float ${v}(float a, float b) { + return float(a < b); + } + vec4 ${v}(vec4 v1, vec4 v2) { + return vec4( v1.r < v2.r , + v1.g < v2.g, + v1.b < v2.b, + v1.a < v2.a ); + } + `,name:v,type:c.FunctionType.ValueBased}}function i(){const v="and_";return{body:` + float ${v}(float a, float b) { + return float( bool(a) && bool(b) ); + } + vec4 ${v}(vec4 v1, vec4 v2) { + bvec4 b1 = bvec4(v1); + bvec4 b2 = bvec4(v2); + return vec4( b1.r && b2.r , + b1.g && b2.g, + b1.b && b2.b, + b1.a && b2.a ); + } + `,name:v,type:c.FunctionType.ValueBased}}function d(){const v="or_";return{body:` + float ${v}(float a, float b) { + return float( bool(a) || bool(b) ); + } + vec4 ${v}(vec4 v1, vec4 v2) { + bvec4 b1 = bvec4(v1); + bvec4 b2 = bvec4(v2); + return vec4( b1.r || b2.r , + b1.g || b2.g, + b1.b || b2.b, + b1.a || b2.a ); + } + `,name:v,type:c.FunctionType.ValueBased}}function g(){const v="xor_";return{body:` + float ${v}(float a, float b) { + return float( bool(a) ^^ bool(b) ); + } + vec4 ${v}(vec4 v1, vec4 v2) { + bvec4 b1 = bvec4(v1); + bvec4 b2 = bvec4(v2); + return vec4( b1.r ^^ b2.r , + b1.g ^^ b2.g, + b1.b ^^ b2.b, + b1.a ^^ b2.a ); + } + `,name:v,type:c.FunctionType.ValueBased}}function m(){return function(v){const S=`${v}_`;return{body:` + float ${S}(float a, float b) { + return ${v}(a, b); + } + vec4 ${S}(vec4 v1, vec4 v2) { + return ${v}(v1, v2); + } + `,name:S,type:c.FunctionType.ValueBased}}("pow")}function _(){const v="prelu_";return{body:` + float ${v}(float a, float b) { + return a < 0.0 ? a * b: a; + } + vec4 ${v}(vec4 v1, vec4 v2) { + return vec4( + v1.r < 0.0 ? v1.r * v2.r: v1.r, + v1.g < 0.0 ? v1.g * v2.g: v1.g, + v1.b < 0.0 ? v1.b * v2.b: v1.b, + v1.a < 0.0 ? v1.a * v2.a: v1.a + ); + } + `,name:v,type:c.FunctionType.ValueBased}}n.glslAdd=h,n.glslDiv=f,n.glslMul=l,n.glslSub=s,n.glslEqual=t,n.glslGreater=e,n.glslLess=r,n.glslAnd=i,n.glslOr=d,n.glslXor=g,n.glslPow=m,n.glslPRelu=_;const y=(v,S,A,O=S[0].type,x)=>{const I=v.session.pack?a.TextureType.packed:a.TextureType.unpacked;return{name:A.name,inputNames:["A","B"],inputTypes:[I,I],cacheHint:x,get:()=>w(v,S,A,O)}},w=(v,S,A,O=S[0].type)=>{const x=v.session.pack?a.TextureType.packed:a.TextureType.unpacked,I=!u.ShapeUtil.areEqual(S[0].dims,S[1].dims);let N=S[0].dims;const R=v.session.pack;if(I){const V=u.BroadcastUtil.calcShape(S[0].dims,S[1].dims,!1);if(!V)throw new Error("Can't perform binary op on the given tensors");N=V;const D=N.length,j=S[0].dims.length!==0?S[0].dims.length:1,Q=S[1].dims.length!==0?S[1].dims.length:1,X=S[0].dims.length!==0?"bcastIndices_A(indices, aindices);":"aindices[0] = 0;",J=S[1].dims.length!==0?"bcastIndices_B(indices, bindices);":"bindices[0] = 0;",ee=(0,p.getGlsl)(v.session.backend.glContext.version),ue=R?` + ${A.body} + void main() { + vec4 a = getAAtOutCoords(); + vec4 b = getBAtOutCoords(); + vec4 result = ${A.name}(a, b); + ${ee.output} = result; + }`:` + ${A.body} + float process(int indices[${D}]) { + int aindices[${j}]; + int bindices[${Q}]; + ${X} + ${J} + return ${A.name}(_A(aindices), _B(bindices)); + }`;return{name:A.name,inputNames:["A","B"],inputTypes:[x,x],output:{dims:N,type:O,textureType:x},shaderSource:ue,hasMain:R}}const L=(0,p.getGlsl)(v.session.backend.glContext.version),F=` + ${A.body} + void main() { + vec4 v1 = ${L.texture2D}(A, TexCoords); + vec4 v2 = ${L.texture2D}(B, TexCoords); + vec4 result = ${A.name}(v1, v2); + ${L.output} = result; + } + `;return{name:A.name,inputNames:["A","B"],inputTypes:[x,x],output:{dims:S[0].dims,type:O,textureType:x},shaderSource:F,hasMain:!0}};n.add=(v,S)=>[v.run(y(v,S,h()),S)],n.and=(v,S)=>[v.run(y(v,S,i(),"bool"),S)],n.div=(v,S)=>[v.run(y(v,S,f()),S)],n.equal=(v,S)=>[v.run(y(v,S,t(),"bool"),S)],n.greater=(v,S)=>[v.run(y(v,S,e(),"bool"),S)],n.less=(v,S)=>[v.run(y(v,S,r(),"bool"),S)],n.mul=(v,S)=>[v.run(y(v,S,l()),S)],n.or=(v,S)=>[v.run(y(v,S,d(),"bool"),S)],n.pow=(v,S)=>[v.run(y(v,S,m()),S)],n.pRelu=(v,S)=>[v.run(y(v,S,_()),S)],n.sub=(v,S)=>[v.run(y(v,S,s()),S)],n.xor=(v,S)=>[v.run(y(v,S,g(),"bool"),S)]},4196:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.parseCastAttributes=n.cast=void 0;const u=o(2517);n.cast=(p,a,h)=>(c(a),[p.cast(a[0],h)]),n.parseCastAttributes=p=>u.ProtoUtil.tensorDataTypeFromProto(p.attributes.getInt("to"));const c=p=>{if(!p||p.length!==1)throw new Error("Cast requires 1 input.");if(p[0].type==="string")throw new Error("Invalid input type.")}},1163:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.createPackedConcatProgramInfoLoader=void 0;const u=o(5060),c=o(2039),p=o(9390),a=o(2827);n.createPackedConcatProgramInfoLoader=(f,l,s)=>{const t=(e=l.length,r=s.cacheKey,{name:"Concat (packed)",inputNames:Array.from({length:e},(i,d)=>`X${d}`),inputTypes:Array(e).fill(c.TextureType.packed),cacheHint:r});var e,r;return Object.assign(Object.assign({},t),{get:()=>((i,d,g,m)=>{const _=g[0].dims.slice();if(m>=_.length||m<-1*_.length)throw new Error("axis specified for concat doesn't match input dimensionality");m<0&&(m=_.length+m);const y=_.slice(0);for(let X=1;XX.dims),x=(0,p.getGlChannels)(w),I=new Array(O.length-1);I[0]=O[0][m];for(let X=1;X= ${I[X-1]}) { + return getChannel( + getX${X}(${h(x,N,J)}), + vec2(${h(R,N,J)})); + }`}const V=I.length,D=I[I.length-1];F+=` + return getChannel( + getX${V}(${h(x,N,D)}), + vec2(${h(R,N,D)}));`;const j=(0,u.getGlsl)(i.session.backend.glContext.version),Q=` + ${A} + float getValue(${x.map(X=>"int "+X)}) { + ${F} + } + + void main() { + ${S} coords = getOutputCoords(); + int lastDim = coords.${x[w-1]}; + coords.${x[w-1]} = coords.${x[w-2]}; + coords.${x[w-2]} = lastDim; + + vec4 result = vec4(getValue(${v}), 0., 0., 0.); + + ${v[w-1]} = ${v[w-1]} + 1; + if (${v[w-1]} < ${y[w-1]}) { + result.g = getValue(${v}); + } + + ${v[w-2]} = ${v[w-2]} + 1; + if (${v[w-2]} < ${y[w-2]}) { + result.a = getValue(${v}); + } + + ${v[w-1]} = ${v[w-1]} - 1; + if (${v[w-2]} < ${y[w-2]} && + ${v[w-1]} < ${y[w-1]}) { + result.b = getValue(${v}); + } + ${j.output} = result; + } + `;return Object.assign(Object.assign({},d),{output:{dims:y,type:g[0].type,textureType:c.TextureType.packed},shaderSource:Q,hasMain:!0})})(f,t,l,s.axis)})};const h=(f,l,s)=>{const t=f.indexOf(l);return f.map((e,r)=>r===t?`${e} - ${s}`:e).join()}},2069:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.parseConcatAttributes=n.concat=void 0;const u=o(246),c=o(2039),p=o(1163);n.concat=(e,r,i)=>(t(r),e.session.pack&&r[0].dims.length>1?[e.run((0,p.createPackedConcatProgramInfoLoader)(e,r,i),r)]:[e.run(a(e,r,i),r)]);const a=(e,r,i)=>{const d=(g=r.length,m=i.cacheKey,{name:"Concat",inputNames:Array.from({length:g},(_,y)=>`X${y}`),inputTypes:Array(g).fill(c.TextureType.unpacked),cacheHint:m});var g,m;return Object.assign(Object.assign({},d),{get:()=>((_,y,w,v)=>{const S=w[0].dims.slice();if(v>=S.length||v<-1*S.length)throw new Error("axis specified for concat doesn't match input dimensionality");v<0&&(v=S.length+v);const A=S.slice(0);for(let L=1;L`int getTextureWhereDataResides(int index) { + ${e.map((r,i)=>`if(index<${r}) {return ${i};} +`).join("")} + }`,f=e=>h(e),l=(e,r)=>{const i=[`float fetchDataFromCorrectTexture(int textureIndex, int indices[${r}]) {`];for(let d=0;d{const r=["int getSizeInConcatAxisValueFromIndex(int index) {"];for(let i=0;i(0,u.createAttributeWithCacheKey)({axis:e.attributes.getInt("axis")});const t=e=>{if(!e||e.length<1)throw new Error("too few inputs");const r=e[0].type,i=e[0].dims.length;if(r==="string")throw new Error("string tensor is not supported yet");for(const d of e){if(d.type!==r)throw new Error("input tensors should be one type");if(d.dims.length!==i)throw new Error("input tensors should have the same shape")}}},4770:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.createUnpackedGroupedConvProgramInfoLoader=void 0;const u=o(6231),c=o(5060),p=o(2039),a=o(8138),h=o(2823);n.createUnpackedGroupedConvProgramInfoLoader=(f,l,s)=>{const t=(e=l.length>2,r=s.cacheKey,{name:"GroupedConv",inputNames:e?["X","W","Bias"]:["X","W"],inputTypes:e?[p.TextureType.unpacked,p.TextureType.unpacked,p.TextureType.unpacked]:[p.TextureType.unpacked,p.TextureType.unpacked],cacheHint:r});var e,r;return Object.assign(Object.assign({},t),{get:()=>((i,d,g,m)=>{const _=d.length>2?"value += getBias(output_channel);":"",y=d[0].dims.slice(),w=d[1].dims.slice(),v=w[0]/m.group;u.Logger.verbose("GroupedConv",`autpPad:${m.autoPad}, dilations:${m.dilations}, group:${m.group}, kernelShape:${m.kernelShape}, pads:${m.pads}, strides:${m.strides}`);const S=(0,a.calculateOutputShape)(y,w,m.dilations,m.pads,m.strides),A=(0,c.getGlsl)(i.session.backend.glContext.version),{activationFunction:O,applyActivation:x}=(0,h.getActivationSnippet)(m),I=` + const ivec2 strides = ivec2(${m.strides[0]}, ${m.strides[1]}); + const ivec2 pads = ivec2(${m.pads[0]}, ${m.pads[1]}); + ${O} + void main() { + ivec4 coords = getOutputCoords(); + int batch = coords.x; + int output_channel = coords.y; + ivec2 xRCCorner = coords.zw * strides - pads; + int group_id = output_channel / ${v}; + + float value = 0.0; + for (int wInChannel = 0; wInChannel < ${w[1]}; wInChannel++) { + int input_channel = group_id * ${w[1]} + wInChannel; + for (int wHeight = 0; wHeight < ${w[2]}; wHeight++) { + int xHeight = xRCCorner.x + wHeight * ${m.dilations[0]}; + + if (xHeight < 0 || xHeight >= ${y[2]}) { + continue; + } + + for (int wWidth = 0; wWidth < ${w[3]}; wWidth++) { + int xWidth = xRCCorner.y + wWidth * ${m.dilations[1]}; + if (xWidth < 0 || xWidth >= ${y[3]}) { + continue; + } + + float xVal = getX(batch, input_channel, xWidth, xHeight); + float wVal = getW(output_channel, wInChannel, wWidth, wHeight); + value += xVal*wVal; + } + } + } + ${_} + ${x} + ${A.output} = vec4(value, .0, .0, .0); + } +`;return Object.assign(Object.assign({},g),{output:{dims:S,type:d[0].type,textureType:p.TextureType.unpacked},shaderSource:I,hasMain:!0})})(f,l,t,s)})}},1386:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.conv2DPacked=n.conv2DPackedPointwise=void 0;const u=o(8138),c=o(8555),p=o(708);n.conv2DPackedPointwise=(a,h,f)=>{const l=h[0].dims,s=h[1].dims,t=(0,u.calculateOutputShape)(l,s,f.dilations,f.pads,f.strides),e=a.reshapePacked(h[0],[l[1],l[2]*l[3]]),r=a.reshapePacked(h[1],[s[0],s[1]]),i=h.length>2?[r,e,h[2]]:[r,e],d=a.run((0,p.createPackedMatmulProgramInfoLoader)(a,i,f),i);return a.reshapePacked(d,t)},n.conv2DPacked=(a,h,f)=>{const l=h[0].dims,s=h[1].dims,t=(0,u.calculateOutputShape)(l,s,f.dilations,f.pads,f.strides),e=a.run((0,c.createPackedIm2ColProgramInfoLoader)(a,h[0],h[1],t,f),[h[0]]),r=a.reshapePacked(h[1],[s[0],s[1]*s[2]*s[3]]),i=h.length===3?[r,e,h[2]]:[r,e],d=a.run((0,p.createPackedMatmulProgramInfoLoader)(a,i,f),i);return a.reshapePacked(d,t)}},9663:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.parseConvTransposeAttributes=n.convTranspose=void 0;const u=o(246),c=o(5060),p=o(2039),a=o(2823),h=(r,i,d,g,m,_)=>(r-1)*i+d+(g-1)*m+1-_,f=(r,i,d,g,m)=>{const _=Math.floor(r/2);i==="SAME_UPPER"?(d[g]=_,d[m]=r-_):i==="SAME_LOWER"&&(d[g]=r-_,d[m]=_)};n.convTranspose=(r,i,d)=>(e(i,d),l(r,i,d));const l=(r,i,d)=>{const g=t(d,i);return[s(r,i,g)]},s=(r,i,d)=>r.run(((g,m,_)=>{const y=(w=m.length>2,v=_.cacheKey,{name:"ConvTranspose",inputNames:w?["X","W","B"]:["X","W"],inputTypes:w?[p.TextureType.unpacked,p.TextureType.unpacked,p.TextureType.unpacked]:[p.TextureType.unpacked,p.TextureType.unpacked],cacheHint:v});var w,v;return Object.assign(Object.assign({},y),{get:()=>((S,A,O,x)=>{const I=A.length>2?"getB(output_channel)":"0.0",N=A[0].dims,R=A[1].dims,L=R[1],F=R[0]/x.group,V=[A[0].dims[0],A[1].dims[1]*x.group,...x.outputShape],D=(0,c.getGlsl)(S.session.backend.glContext.version),{activationFunction:j,applyActivation:Q}=(0,a.getActivationSnippet)(x),X=` + const ivec2 strides = ivec2(${x.strides[0]}, ${x.strides[1]}); + const ivec2 pads = ivec2(${x.pads[0]}, ${x.pads[1]}); + ${j} + void main() { + ivec4 coords = getOutputCoords(); + int batch = coords.x; + int output_channel = coords.y; + + ivec2 loc = coords.zw + pads; + + int group_id = output_channel / ${L}; + int wOutChannel = output_channel - group_id * ${L}; + + float value = ${I}; + for (int inChannelOffset = 0; inChannelOffset < ${F}; inChannelOffset++) { + int input_channel = group_id * ${F} + inChannelOffset; + for (int wWOff = 0; wWOff < ${R[2]}; wWOff++) { + for (int wHOff = 0; wHOff < ${R[3]}; wHOff++) { + ivec2 wOff = ivec2(wWOff * ${x.dilations[0]}, wHOff * ${x.dilations[1]}); + ivec2 wLoc = loc - wOff; + ivec2 wLocIn = wLoc / strides; + if ( + wLocIn * strides == wLoc && + wLocIn.x >= 0 && wLocIn.x < ${N[2]} && + wLocIn.y >= 0 && wLocIn.y < ${N[3]} + ) { + float xVal = getX(batch, input_channel, wLocIn.y, wLocIn.x); + float wVal = getW(input_channel, wOutChannel, wHOff, wWOff); + value += xVal * wVal; + } + } + } + } + ${Q} + ${D.output} = vec4(value, .0, .0, .0); + } +`;return Object.assign(Object.assign({},O),{output:{dims:V,type:A[0].type,textureType:p.TextureType.unpacked},shaderSource:X,hasMain:!0})})(g,m,y,_)})})(r,i,d),i),t=(r,i)=>{const d=r.kernelShape.slice();if(r.kernelShape.length===0)for(let y=2;y{const N=y.length-2,R=I.length===0;for(let L=0;L{const i=r.attributes,d=(0,a.parseInternalActivationAttributes)(i),g=i.getString("auto_pad","NOTSET"),m=i.getInts("dilations",[1,1]),_=i.getInt("group",1),y=i.getInts("kernel_shape",[]),w=i.getInts("output_padding",[0,0]),v=i.getInts("output_shape",[]),S=i.getInts("pads",[0,0,0,0]),A=i.getInts("strides",[1,1]);return(0,u.createAttributeWithCacheKey)(Object.assign({autoPad:g,dilations:m,group:_,kernelShape:y,outputPadding:w,outputShape:v,pads:S,strides:A},d))};const e=(r,i)=>{if(!r||r.length!==2&&r.length!==3)throw new Error("Conv requires 2 or 3 inputs");if(r[0].dims.length!==4||r[1].dims.length!==4)throw new Error("currently only support 2-dimensional conv");if(r[0].dims[1]!==r[1].dims[0])throw new Error("FILTER_IN_CHANNEL should be equal to DATA_CHANNEL");const d=r[1].dims[1]*i.group;if(r.length===3&&(r[2].dims.length!==1||r[2].dims[0]!==d))throw new Error("invalid bias");const g=r[0].dims.length-2;if(i.dilations.length!==g)throw new Error(`dilations should be ${g}D`);if(i.strides.length!==g)throw new Error(`strides should be ${g}D`);if(i.pads.length!==2*g)throw new Error(`pads should be ${2*g}D`);if(i.outputPadding.length!==g)throw new Error(`output_padding should be ${g}D`);if(i.kernelShape.length!==0&&i.kernelShape.length!==r[1].dims.length-2)throw new Error("invalid kernel shape");if(i.outputShape.length!==0&&i.outputShape.length!==r[0].dims.length-2)throw new Error("invalid output shape");if(r[0].type!=="float32"||r[1].type!=="float32")throw new Error("ConvTranspose input(X,W) should be float tensor");if(r.length===3&&r[2].type!=="float32")throw new Error("ConvTranspose input(bias) should be float tensor")}},8138:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.parseConvAttributes=n.conv=n.calculateOutputShape=void 0;const u=o(246),c=o(2517),p=o(4770),a=o(1386),h=o(9828),f=o(2823),l=o(3248),s=o(5623);n.calculateOutputShape=(g,m,_,y,w)=>{const v=g[0],S=g.slice(2),A=S.length,O=m[0],x=m.slice(2).map((N,R)=>N+(N-1)*(_[R]-1)),I=S.map((N,R)=>N+y[R]+y[R+A]).map((N,R)=>Math.floor((N-x[R]+w[R])/w[R]));return[v,O].concat(...I)},n.conv=(g,m,_)=>(d(m,_),t(g,m,_));const t=(g,m,_)=>{const y=i(_,m),w=g.session.pack,v=y.kernelShape[0]===1&&y.kernelShape[1]===1;return y.group>1?[g.run((0,p.createUnpackedGroupedConvProgramInfoLoader)(g,m,y),m)]:v&&w?[e(g,m,y)]:w&&m[0].dims.length===4&&m[0].dims[0]===1&&!v?[(0,a.conv2DPacked)(g,m,y)]:[r(g,m,y)]},e=(g,m,_)=>{const y=m[0].dims,w=m[1].dims,v=(0,n.calculateOutputShape)(y,w,_.dilations,_.pads,_.strides),S=g.reshapeUnpacked(m[0],[y[1],y[2]*y[3]]),A=g.reshapeUnpacked(m[1],[w[0],w[1]]),O=m.length>2?[A,S,m[2]]:[A,S],x=g.run((0,s.createMatmulProgramInfoLoader)(O,_),O);return g.reshapeUnpacked(x,v)},r=(g,m,_)=>{const y=m[0].dims,w=m[1].dims,v=(0,n.calculateOutputShape)(y,w,_.dilations,_.pads,_.strides),S=g.run((0,l.createIm2ColProgramInfoLoader)(g,m[0],m[1],v,_),[m[0]]),A=m.length===3?[S,m[1],m[2]]:[S,m[1]];return g.run((0,h.createDotProductProgramInfoLoader)(g,m,v,_),A)},i=(g,m)=>{const _=g.kernelShape.slice();if(g.kernelShape.length===0)for(let v=2;v{const m=g.attributes,_=(0,f.parseInternalActivationAttributes)(m),y=m.getString("auto_pad","NOTSET"),w=m.getInts("dilations",[1,1]),v=m.getInt("group",1),S=m.getInts("kernel_shape",[]),A=m.getInts("pads",[0,0,0,0]),O=m.getInts("strides",[1,1]);return(0,u.createAttributeWithCacheKey)(Object.assign({autoPad:y,dilations:w,group:v,kernelShape:S,pads:A,strides:O},_))};const d=(g,m)=>{if(!g||g.length!==2&&g.length!==3)throw new Error("Conv requires 2 or 3 inputs");if(g[0].dims.length!==4||g[1].dims.length!==4)throw new Error("currently only support 2-dimensional conv");if(g[0].dims[1]!==g[1].dims[1]*m.group)throw new Error("FILTER_IN_CHANNEL should be equal to DATA_CHANNEL");if(g.length===3&&(g[2].dims.length!==1||g[1].dims[0]!==g[2].dims[0]))throw new Error("invalid bias");const _=g[0].dims.length-2;if(m.dilations.length!==_)throw new Error(`dilations should be ${_}D`);if(m.strides.length!==_)throw new Error(`strides should be ${_}D`);if(m.pads.length!==2*_)throw new Error(`pads should be ${2*_}D`);if(m.kernelShape.length!==0&&m.kernelShape.length!==g[1].dims.length-2)throw new Error("invalid kernel shape");if(g[0].type!=="float32"||g[1].type!=="float32")throw new Error("Conv input(X,W) should be float tensor");if(g.length===3&&g[2].type!=="float32")throw new Error("Conv input(bias) should be float tensor")}},5193:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.parseDepthToSpaceAttributes=n.depthToSpace=void 0;const u=o(3738);n.depthToSpace=(p,a,h)=>{c(a);const f=h.blocksize,l=f*f,s=h.mode==="DCR"?[0,3,4,1,5,2]:[0,1,4,2,5,3],t=h.mode==="DCR"?[a[0].dims[0],f,f,a[0].dims[1]/l,a[0].dims[2],a[0].dims[3]]:[a[0].dims[0],a[0].dims[1]/l,f,f,a[0].dims[2],a[0].dims[3]],e=p.reshapeUnpacked(a[0],t),r={perm:s,cacheKey:`${s}`},[i]=(0,u.transpose)(p,[e],r),d=[a[0].dims[0],a[0].dims[1]/l,a[0].dims[2]*f,a[0].dims[3]*f];return[p.reshapeUnpacked(i,d)]},n.parseDepthToSpaceAttributes=p=>{const a=p.attributes.getInt("blocksize");if(a<1)throw new Error(`blocksize must be >= 1, but got : ${a} for DepthToSpace`);const h=p.attributes.getString("mode","DCR");if(h!=="DCR"&&h!=="CRD")throw new Error(`unrecognized mode: ${h} for DepthToSpace`);return{mode:h,blocksize:a}};const c=p=>{if(p.length!==1)throw new Error(`DepthToSpace expect 1 inputs, but got ${p.length}`);if(p[0].type==="string"||p[0].dims.length!==4)throw new TypeError("DepthToSpace input should be a 4-D numeric tensor")}},9828:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.createDotProductProgramInfoLoader=void 0;const u=o(2517),c=o(5060),p=o(2039),a=o(2823),h=o(3248);n.createDotProductProgramInfoLoader=(f,l,s,t)=>{const e=((r,i)=>({name:"ConvDotProduct",inputNames:r?["Im2Col","K","B"]:["Im2Col","K"],inputTypes:r?[p.TextureType.unpacked,p.TextureType.packedLastDimension,p.TextureType.unpacked]:[p.TextureType.unpacked,p.TextureType.packedLastDimension],cacheKey:i.activationCacheKey}))(l.length>2,t);return Object.assign(Object.assign({},e),{get:()=>((r,i,d,g,m)=>{const _=d[0].dims,y=d[1].dims,w=[y[0],Math.ceil(_[1]*y[2]*y[3]/4)],v=(0,h.calculateIm2ColDims)(_,y,g),[S,A]=r.calculateTextureWidthAndHeight(w,p.TextureType.packedLastDimension),O=u.ShapeUtil.computeStrides(v),[x,I]=r.calculateTextureWidthAndHeight(v,p.TextureType.packedLastDimension),N=g.length,R=d.length<3?"0.0":"_B(b)",L=Math.ceil(_[1]*y[2]*y[3]/4),{activationFunction:F,applyActivation:V}=(0,a.getActivationSnippet)(m),D=(0,c.getGlsl)(r.session.backend.glContext.version),j=` +${F} +float process(int indices[${N}]) { + int b[1]; + b[0] = indices[1]; + int im2col[4]; + im2col[0] = indices[0]; + im2col[1] = indices[2]; + im2col[2] = indices[3]; + int im2colOffset = im2col[0] * ${O[0]} + im2col[1] * ${O[1]} + im2col[2] * ${O[2]}; + int kernelOffset = indices[1] * ${w[1]}; + float value = ${R}; + for (int i = 0; i < ${L}; ++i) { + vec2 im2colCoords = offsetToCoords(im2colOffset, ${x}, ${I}); + vec2 kernelCoords = offsetToCoords(kernelOffset, ${S}, ${A}); + value += dot(${D.texture2D}(Im2Col, im2colCoords), ${D.texture2D}(K, kernelCoords)); + ++im2colOffset; + ++kernelOffset; + } + ${V} + return value; +}`;return Object.assign(Object.assign({},i),{output:{dims:g,type:d[0].type,textureType:p.TextureType.unpacked},shaderSource:j})})(f,e,l,s,t)})}},7992:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.parseFlattenAttributes=n.flatten=void 0;const u=o(2517);n.flatten=(p,a,h)=>{c(a,h);const f=u.ShapeUtil.flattenShape(a[0].dims,h);return[p.reshapeUnpacked(a[0],f)]},n.parseFlattenAttributes=p=>p.attributes.getInt("axis",1);const c=(p,a)=>{if(!p||p.length!==1)throw new Error("Flatten requires 1 input.");const h=p[0].dims.length;if(h===0)throw new Error("scalar tensor is not supported.");if(a<-h||a>h)throw new Error("Invalid axis");if(p[0].type==="string")throw new Error("string tensor is not supported.")}},2823:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.parseInternalActivationAttributes=n.getActivationSnippet=void 0;const u=o(2517),c=o(4909);n.getActivationSnippet=function(p){let a;switch(p.activation){case"Relu":a=(0,c.glslRelu)();break;case"Sigmoid":a=(0,c.glslSigmoid)();break;case"Clip":a=(0,c.glslClip)(p.clipMin,p.clipMax);break;default:return{activationFunction:"",applyActivation:""}}const h=a.name;return{activationFunction:a.body,applyActivation:`value = ${h}_(value);`}},n.parseInternalActivationAttributes=p=>{const a=p.getString("activation","");if(a==="Clip"){const[h,f]=p.getFloats("activation_params",[u.MIN_CLIP,u.MAX_CLIP]);return{activation:a,clipMax:f,clipMin:h,activationCacheKey:`${a}:${h},${f}`}}return{activation:a,activationCacheKey:a}}},1253:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.parseGatherAttributes=n.gather=void 0;const u=o(246),c=o(782),p=o(2517),a=o(2039);n.gather=(s,t,e)=>(l(t,e.axis),[s.run(f(s,t,e),t)]),n.parseGatherAttributes=s=>(0,u.createAttributeWithCacheKey)({axis:s.attributes.getInt("axis",0)});const h={name:"Gather",inputNames:["A","B"],inputTypes:[a.TextureType.unpacked,a.TextureType.unpacked]},f=(s,t,e)=>{const r=Object.assign(Object.assign({},h),{cacheHint:e.cacheKey});return Object.assign(Object.assign({},r),{get:()=>((i,d,g,m)=>{const _=g[0].dims.slice(),y=g[1].dims.slice(),w=new Array(_.length+y.length-1);m=p.ShapeUtil.normalizeAxis(m,_.length);const v=[];for(let A=0;A{if(!s||s.length!==2)throw new Error("Gather requires 2 inputs.");const e=s[0].dims.length;if(e<1)throw new Error("Invalid input shape.");if(t<-e||t>e-1)throw new Error("Invalid axis.");if(c.NUMBER_TYPES.indexOf(s[0].type)===-1)throw new Error("Invaid input type.");if(s[1].type!=="int32"&&s[1].type!=="int16")throw new Error("Invaid input type.")}},4776:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.parseGemmAttributesV11=n.parseGemmAttributesV7=n.gemm=void 0;const u=o(246),c=o(2517),p=o(2039);n.gemm=(s,t,e)=>(l(t,e),[s.run(h(t,e),t)]);const a=(s,t)=>{const e=s.attributes.getInt("transA",0)!==0,r=s.attributes.getInt("transB",0)!==0,i=s.attributes.getFloat("alpha",1),d=s.attributes.getFloat("beta",1);return(0,u.createAttributeWithCacheKey)({transA:e,transB:r,alpha:i,beta:d,isOptionalC:t})};n.parseGemmAttributesV7=s=>a(s,!1),n.parseGemmAttributesV11=s=>a(s,!0);const h=(s,t)=>{const e={name:"Gemm",inputNames:s.length===3?["A","B","C"]:["A","B"],inputTypes:s.length===3?[p.TextureType.unpacked,p.TextureType.unpacked,p.TextureType.unpacked]:[p.TextureType.unpacked,p.TextureType.unpacked],key:t.cacheKey};return Object.assign(Object.assign({},e),{get:()=>f(e,s,t)})},f=(s,t,e)=>{const r=t[0].dims.slice(),i=t[1].dims.slice(),[d,g]=c.GemmUtil.getShapeOfGemmResult(r,e.transA,i,e.transB,t.length===3?t[2].dims:void 0),m=[d,g];if(!m)throw new Error("Can't use gemm on the given tensors");let _=r[r.length-1],y="";e.transA&&(_=r[0]),e.transA&&e.transB?y="value += _A_T(a) * _B_T(b);":e.transA&&!e.transB?y="value += _A_T(a) * _B(b);":!e.transA&&e.transB?y="value += _A(a) * _B_T(b);":e.transA||e.transB||(y="value += _A(a) * _B(b);");const w=m.length,v=` + float process(int indices[${w}]) { + int a[${w}]; + int b[${w}]; + ${t.length===3?`int c[${t[2].dims.length}];`:""} + + copyVec(indices, a); + copyVec(indices, b); + ${t.length===3?"bcastIndices_C(indices, c);":""} + + float value = 0.0; + for (int k=0; k<${_}; ++k) { + a[${w-1}] = k; + b[${w-2}] = k; + ${y} + } + + value = value * alpha; + ${t.length===3?"value += beta * _C(c);":""} + return value; + }`;return Object.assign(Object.assign({},s),{output:{dims:m,type:t[0].type,textureType:p.TextureType.unpacked},variables:[{name:"alpha",type:"float",data:e.alpha},{name:"beta",type:"float",data:e.beta}],shaderSource:v})},l=(s,t)=>{if(!s)throw new Error("Input is missing");if(t.isOptionalC&&(s.length<2||s.length>3))throw new Error("Invaid input shape.");if(!t.isOptionalC&&s.length!==3)throw new Error("Gemm requires 3 inputs");if(s.length===3&&s[2].dims.length!==1&&s[2].dims.length!==2)throw new Error("Invalid input shape of C");if(s[0].type!=="float32"&&s[0].type!=="float64"||s[1].type!=="float32"&&s[1].type!=="float64"||s.length===3&&s[2].type!=="float32"&&s[2].type!=="float64")throw new Error("Invalid input type.");if(s[0].type!==s[1].type||s.length===3&&s[0].type!==s[2].type)throw new Error("Input types are mismatched")}},8555:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.createPackedIm2ColProgramInfoLoader=void 0;const u=o(5060),c=o(2039),p=o(2827);n.createPackedIm2ColProgramInfoLoader=(a,h,f,l,s)=>{const t=(e=s.cacheKey,{name:"Im2Col (packed)",inputNames:["A"],inputTypes:[c.TextureType.packed],cacheHint:e});var e;return Object.assign(Object.assign({},t),{get:()=>((r,i,d,g,m,_)=>{const y=d.dims,w=g.dims,v=m.length,S=[w[1]*w[2]*w[3],m[2]*m[3]],A=w[2]*w[3],O=(0,p.unpackFromChannel)(),x=(0,u.getGlsl)(r.session.backend.glContext.version);let I="";for(let R=0;R<=1;R++)for(let L=0;L<=1;L++)I+=` + blockIndex = rc.x + ${L}; + pos = rc.y + ${R}; + + if(blockIndex < ${S[1]} && pos < ${S[0]}) { + offsetY = int(blockIndex / (${m[v-1]})) * ${_.strides[0]} - + ${_.pads[0]}; + d0 = offsetY + ${_.dilations[0]} * (imod(pos, ${A}) / ${w[2]}); + + if(d0 < ${y[2]} && d0 >= 0) { + offsetX = imod(blockIndex, ${m[v-1]}) * ${_.strides[1]} - + ${_.pads[1]}; + d1 = offsetX + ${_.dilations[1]} * imod(imod(pos, ${A}), ${w[2]}); + + if(d1 < ${y[3]} && d1 >= 0) { + + ch = int(float(pos)/ ${A}.); + innerDims = vec2(d0, d1); + result[${2*R+L}] = getChannel( + getA(0, ch, int(innerDims.x), + int(innerDims.y)), innerDims); + } + } + } + + `;const N=` + ${O} + + void main() { + ivec2 rc = getOutputCoords(); + vec4 result = vec4(0.0); + int blockIndex, pos, offsetY, d0, offsetX, d1, ch; + vec2 innerDims; + ${I} + ${x.output} = result; + } + `;return Object.assign(Object.assign({},i),{output:{dims:S,type:d.type,textureType:c.TextureType.packed},shaderSource:N,hasMain:!0})})(a,t,h,f,l,s)})}},3248:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.calculateIm2ColDims=n.createIm2ColProgramInfoLoader=void 0;const u=o(2039);n.createIm2ColProgramInfoLoader=(c,p,a,h,f)=>{const l=(s=f.cacheKey,{name:"Im2Col",inputNames:["X"],inputTypes:[u.TextureType.unpacked],cacheHint:s});var s;return Object.assign(Object.assign({},l),{get:()=>((t,e,r,i,d,g)=>{const m=r.dims,_=i.dims,y=d.length,w=(0,n.calculateIm2ColDims)(m,_,d,4),v=` + const int XC = ${m[1]}; + const int XH = ${m[2]}; + const int XW = ${m[3]}; + const int KH = ${g.kernelShape[0]}; + const int KW = ${g.kernelShape[1]}; + const int dilationH = ${g.dilations[0]}; + const int dilationW = ${g.dilations[1]}; + const int strideH = ${g.strides[0]}; + const int strideW = ${g.strides[1]}; + const int padH = ${g.pads[0]}; + const int padW = ${g.pads[1]}; + const int KHKW = KH*KW; + const int XCKHKW = XC * KHKW; + const int outputChannels = 4; + vec4 process(int indices[${y}]) { + int b = indices[0]; // batch size + int oh = indices[1] * strideH - padH; //output height + int ow = indices[2] * strideW - padW; //output width + int p = indices[3] * outputChannels; //patch + vec4 value = vec4(0.0); + for(int i=0; i < outputChannels; ++i) { + if(p < XCKHKW) { + int patchC = p / KHKW; + int patchH = (p - patchC*KHKW) / KW; + int patchW = (p - patchC*KHKW) - patchH * KW; + int xh2 = oh + patchH * dilationH; + int xw2 = ow + patchW * dilationW; + int x[${m.length}]; + x[0] = b; + x[1] = patchC; + x[2] = xh2; + x[3] = xw2; + if(xh2 >= 0 && + xh2 < XH && + xw2 >= 0 && + xw2 < XW) { + value[i] = _X(x); + } + } + ++p; + } + return value; + } + `;return Object.assign(Object.assign({},e),{output:{dims:w,type:r.type,textureType:u.TextureType.packedLastDimension},shaderSource:v})})(0,l,p,a,h,f)})},n.calculateIm2ColDims=(c,p,a,h=4)=>[a[0],a[2],a[3],Math.ceil(c[1]*p[2]*p[3]/h)]},6572:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.parseImageScalerAttributes=n.imageScaler=void 0;const u=o(246),c=o(2039);n.imageScaler=(l,s,t)=>(f(s),[l.run(a(l,s,t),s)]),n.parseImageScalerAttributes=l=>{const s=l.attributes.getFloat("scale"),t=l.attributes.getFloats("bias");return(0,u.createAttributeWithCacheKey)({scale:s,bias:t})};const p={name:"ImageScaler",inputNames:["X"],inputTypes:[c.TextureType.unpacked]},a=(l,s,t)=>{const e=Object.assign(Object.assign({},p),{cacheHint:t.cacheKey});return Object.assign(Object.assign({},e),{get:()=>((r,i,d,g)=>{const m=d[0].dims.slice(),_=m.length,y=` + ${h(g.bias.length)} + float process(int indices[${_}]) { + return _X(indices) * scale + getBias(bias, indices[1]); + }`;return Object.assign(Object.assign({},i),{output:{dims:m,type:d[0].type,textureType:c.TextureType.unpacked},variables:[{name:"bias",type:"float",arrayLength:g.bias.length,data:g.bias},{name:"scale",type:"float",data:g.scale}],shaderSource:y})})(0,e,s,t)})},h=l=>{const s=[`float getBias(float bias[${l}], int channel) {`];for(let t=0;t{if(!l||l.length!==1)throw new Error("ImageScaler requires 1 input.");if(l[0].dims.length!==4)throw new Error("Invalid input shape.");if(l[0].type!=="float32"&&l[0].type!=="float64")throw new Error("Invalid input type.")}},3346:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.parseInstanceNormalizationAttributes=n.instanceNormalization=void 0;const u=o(5060),c=o(2039);n.instanceNormalization=(s,t,e)=>{l(t);const r=s.run(a(t[0]),t);return[s.run(f(s,t[0],e,r.dims),[t[0],r,t[1],t[2]])]},n.parseInstanceNormalizationAttributes=s=>s.attributes.getFloat("epsilon",1e-5);const p={name:"InstanceNormalization_MeanAndVariance",inputNames:["X"],inputTypes:[c.TextureType.unpacked]},a=s=>Object.assign(Object.assign({},p),{get:()=>((t,e)=>{const r=e.dims.slice(),i=r[1],d=r[2]*r[3],g=[r[0],i],m=` + vec4 process(int[2] indices) { + vec4 v = vec4(0.0); + int a[4]; + a[0] = indices[0]; + a[1] = indices[1]; + float temp = 0.0; + for(int a2=0; a2<${r[2]}; a2++) { + a[2] = a2; + for(int a3=0; a3<${r[3]}; a3++) { + a[3] = a3; + float x = _X(a); + temp += x; + } + } + float mean = temp / float(${d}); + temp = 0.0; + for(int a2=0; a2<${r[2]}; a2++) { + a[2] = a2; + for(int a3=0; a3<${r[3]}; a3++) { + a[3] = a3; + float x = _X(a); + temp += (x - mean) * (x - mean); + } + } + v.r = mean; + v.g = temp / float(${d}); + + return v; + }`;return Object.assign(Object.assign({},t),{output:{dims:g,type:e.type,textureType:c.TextureType.packedLastDimension},shaderSource:m})})(p,s)}),h={name:"InstanceNormalization_ComputeOutput",inputNames:["X","MeanAndVariance","Scale","B"],inputTypes:[c.TextureType.unpacked,c.TextureType.packedLastDimension,c.TextureType.unpacked,c.TextureType.unpacked]},f=(s,t,e,r)=>{const i=Object.assign(Object.assign({},h),{cacheHint:`${e}`});return Object.assign(Object.assign({},i),{get:()=>((d,g,m,_,y)=>{const w=(0,u.getGlsl)(d.session.backend.glContext.version),[v,S]=d.calculateTextureWidthAndHeight(y,c.TextureType.packedLastDimension),[A,O]=[v/4,S],x=` + vec4 get_MeanAndVariance(int[2] mv) { + int offset = indicesToOffset_MeanAndVariance(mv); + vec2 coords = offsetToCoords(offset, ${A}, ${O}); + return ${w.texture2D}(MeanAndVariance, coords); + } + + float process(int[4] indices) { + int mv[2]; + mv[0] = indices[0]; + mv[1] = indices[1]; + vec4 mean_and_variance = get_MeanAndVariance(mv); + float mean = mean_and_variance.r; + float variance = mean_and_variance.g; + + int sb[1]; + sb[0] = indices[1]; + float scale = _Scale(sb); + float b = _B(sb); + + return scale * (_X(indices) - mean) / sqrt(variance + epsilon) + b; + }`;return Object.assign(Object.assign({},g),{output:{dims:m.dims,type:m.type,textureType:c.TextureType.unpacked},variables:[{name:"epsilon",type:"float",data:_}],shaderSource:x})})(s,i,t,e,r)})},l=s=>{if(!s||s.length!==3)throw new Error("InstanceNormalization requires 3 inputs.");const t=s[0],e=s[1],r=s[2];if(t.dims.length<3||e.dims.length!==1||r.dims.length!==1)throw new Error("Invalid input shape.");if(e.dims[0]!==t.dims[1]||r.dims[0]!==t.dims[1])throw new Error("Input shapes are mismatched.");if(t.type!=="float32"&&t.type!=="float64"||e.type!=="float32"&&e.type!=="float64"||r.type!=="float32"&&r.type!=="float64")throw new Error("Invalid input type.");if(s[0].dims.length!==4)throw new Error("Only support 4-D input shape.")}},708:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.createPackedMatmulProgramInfoLoader=void 0;const u=o(2517),c=o(5060),p=o(2039),a=o(9390),h=o(2823),f=o(5623);n.createPackedMatmulProgramInfoLoader=(l,s,t)=>{const e=(r=s.length>2,i=t.activationCacheKey,{name:"MatMul (packed)",inputNames:r?["A","B","Bias"]:["A","B"],inputTypes:r?[p.TextureType.packed,p.TextureType.packed,p.TextureType.packed]:[p.TextureType.packed,p.TextureType.packed],cacheHint:i});var r,i;return Object.assign(Object.assign({},e),{get:()=>((d,g,m,_)=>{const y=m.length>2,w=y?"value += getBiasForMatmul();":"",v=m[0].dims,S=m[1].dims,A=u.BroadcastUtil.calcShape(v,S,!0),O=!u.ShapeUtil.areEqual(m[0].dims,m[1].dims);if(!A)throw new Error("Can't use matmul on the given tensors");const x=v[v.length-1],I=Math.ceil(x/2),N=v.length,R=S.length,L=(0,c.getGlsl)(d.session.backend.glContext.version),F=(0,a.getCoordsDataType)(A.length),V=A.length,D=(0,a.getGlChannels)(),{activationFunction:j,applyActivation:Q}=(0,h.getActivationSnippet)(_),X=y?`${(0,f.getBiasForMatmul)(F,D,m[2].dims,A,!0)}`:"",J=O?`${function(xe,oe,ye,be){let ke=[],$e=[];const Te=ye[0].dims,Ne=ye[1].dims,Ce=Te.length,Ee=Ne.length,Oe=be.length,Be=Oe-Ce,Ve=Oe-Ee;ke=Te.map((Ie,je)=>`coords.${oe[je+Be]}`),ke[Ce-1]="i*2",ke.join(", "),$e=Ne.map((Ie,je)=>`coords.${oe[je+Ve]}`),$e[Ee-2]="i*2",$e.join(", ");const Ge=u.BroadcastUtil.getBroadcastDims(Te,be),Xe=u.BroadcastUtil.getBroadcastDims(Ne,be),Qe=Ge.map(Ie=>`coords.${oe[Ie+Be]} = 0;`).join(` +`),qe=Xe.map(Ie=>`coords.${oe[Ie+Ve]} = 0;`).join(` +`),Ue=`int lastDim = coords.${oe[Oe-1]}; + coords.${oe[Oe-1]} = coords.${oe[Oe-2]}; + coords.${oe[Oe-2]} = lastDim;`;return` +vec4 getAAtOutCoordsMatmul(int i) { + ${xe} coords = getOutputCoords(); + ${Ue} + ${Qe} + vec4 outputValue = getA(${ke}); + return outputValue; +} + +vec4 getBAtOutCoordsMatmul(int i) { + ${xe} coords = getOutputCoords(); + ${Ue} + ${qe} + vec4 outputValue = getB(${$e}); + return outputValue; +}`}(F,D,m,A)}`:"",ee=O?"getAAtOutCoordsMatmul(i)":`getA(${function(xe,oe){let ye="";for(let be=0;be{Object.defineProperty(n,"__esModule",{value:!0}),n.getBiasForMatmul=n.createMatmulProgramInfoLoader=n.parseMatMulAttributes=n.matMul=void 0;const u=o(2517),c=o(2039),p=o(9390),a=o(2823),h=o(708);function f(t,e){const r=(i=t.length>2,d=e.activationCacheKey,{name:"MatMul",inputNames:i?["A","B","Bias"]:["A","B"],inputTypes:i?[c.TextureType.unpacked,c.TextureType.unpacked,c.TextureType.unpacked]:[c.TextureType.unpacked,c.TextureType.unpacked],cacheHint:d});var i,d;return Object.assign(Object.assign({},r),{get:()=>function(g,m,_){const y=m[0].dims,w=m[1].dims,v=u.BroadcastUtil.calcShape(y,w,!0);if(!v)throw new Error("Can't use matmul on the given tensors");const S=(0,p.getCoordsDataType)(v.length),A=(0,p.getGlChannels)(),{activationFunction:O,applyActivation:x}=(0,a.getActivationSnippet)(_),I=m.length>2,N=I?"value += getBiasForMatmul();":"",R=I?`${s(S,A,m[2].dims,v,!1)}`:"",L=v.length,F=y.length,V=w.length,D=` + ${O} + ${R} + float process(int indices[${L}]) { + int a[${F}]; + int b[${V}]; + bcastMatmulIndices_A(indices, a); + bcastMatmulIndices_B(indices, b); + + float value; + for (int k=0; k<${y[y.length-1]}; ++k) { + a[${F-1}] = k; + b[${V-2}] = k; + value += _A(a) * _B(b); + } + ${N} + ${x} + return value; + }`;return Object.assign(Object.assign({},g),{output:{dims:v,type:m[0].type,textureType:c.TextureType.unpacked},shaderSource:D})}(r,t,e)})}n.matMul=(t,e,r)=>(l(e),t.session.pack?[t.run((0,h.createPackedMatmulProgramInfoLoader)(t,e,r),e)]:[t.run(f(e,r),e)]),n.parseMatMulAttributes=t=>(0,a.parseInternalActivationAttributes)(t.attributes),n.createMatmulProgramInfoLoader=f;const l=t=>{if(!t||t.length!==2)throw new Error("MatMul requires 2 inputs.");if(t[0].dims[t[0].dims.length-1]!==t[1].dims[t[1].dims.length-2])throw new Error("shared dimension does not match.");if(t[0].type!=="float32"&&t[0].type!=="float64"||t[1].type!=="float32"&&t[1].type!=="float64")throw new Error("inputs should be float type");if(t[0].type!==t[1].type)throw new Error("inputs types should match")};function s(t,e,r,i,d){let g="";const m=r.length,_=i.length,y=_-m;g=_<2&&m>0?"coords":r.map((S,A)=>`coords.${e[A+y]}`).join(", ");const w=u.BroadcastUtil.getBroadcastDims(r,i).map(S=>`coords.${e[S+y]} = 0;`).join(` +`);let v="vec4(outputValue.xx, outputValue.yy)";return u.ShapeUtil.size(r)===1&&(v="vec4(outputValue.x)"),d?` +vec4 getBiasForMatmul() { + ${t} coords = getOutputCoords(); + ${w} + vec4 outputValue = getBias(${g}); + return ${v}; +}`:` +float getBiasForMatmul() { + ${t} coords = getOutputCoords(); + ${w} + return getBias(coords.x); +}`}n.getBiasForMatmul=s},2403:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.createPackProgramInfoLoader=void 0;const u=o(5060),c=o(2039),p=o(9390),a=o(2827),h={name:"pack",inputNames:["A"],inputTypes:[c.TextureType.unpackedReversed]};n.createPackProgramInfoLoader=(f,l)=>Object.assign(Object.assign({},h),{get:()=>((s,t)=>{const e=(0,u.getGlsl)(s.session.backend.glContext.version),r=t.dims,i=r.length,d=t.dims.length,g=(0,p.getCoordsDataType)(d),m=(0,a.getChannels)("rc",d),_=(y=d,w=m,v=r[r.length-2],S=r[r.length-1],y===0||y===1?"":` + int r = ${w[y-2]}; + int c = ${w[y-1]}; + int rp1 = ${w[y-2]} + 1; + int cp1 = ${w[y-1]} + 1; + bool rEdge = rp1 >= ${S}; + bool cEdge = cp1 >= ${v}; + `);var y,w,v,S;let A;A=i===0?[1,1]:i===1?[r[0],1]:[r[d-1],r[d-2]];const O=function(N,R,L){if(N===0)return"false";if(N===1)return`rc > ${R[0]}`;let F="";for(let V=N-2;V= ${R[V-N+2]}`,V= ${N[0]} ? 0. : getA(rc + 1), + 0, 0`;let F="";if(L>2)for(let V=0;V{Object.defineProperty(n,"__esModule",{value:!0}),n.unpackFromChannel=n.getChannels=n.getVecChannels=void 0;const u=o(9390);function c(p,a){return(0,u.getGlChannels)(a).map(h=>`${p}.${h}`)}n.getVecChannels=c,n.getChannels=function(p,a){return a===1?[p]:c(p,a)},n.unpackFromChannel=function(){return` + float getChannel(vec4 frag, int dim) { + int modCoord = imod(dim, 2); + return modCoord == 0 ? frag.r : frag.g; + } + + float getChannel(vec4 frag, vec2 innerDims) { + vec2 modCoord = mod(innerDims, 2.); + return modCoord.x == 0. ? + (modCoord.y == 0. ? frag.r : frag.g) : + (modCoord.y == 0. ? frag.b : frag.a); + } + `}},2870:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.parsePadAttributesV11=n.padV11=n.parsePadAttributesV2=n.padV2=void 0;const u=o(246),c=o(2517),p=o(5060),a=o(2039),h={name:"Pad",inputNames:["A"],inputTypes:[a.TextureType.unpacked]};n.padV2=(g,m,_)=>(s(m),[g.run(Object.assign(Object.assign({},h),{cacheHint:_.cacheKey,get:()=>l(g,m[0],_)}),m)]),n.parsePadAttributesV2=g=>{const m=g.attributes.getString("mode","constant"),_=g.attributes.getFloat("value",0),y=g.attributes.getInts("pads");return(0,u.createAttributeWithCacheKey)({mode:m,value:_,pads:y})},n.padV11=(g,m,_)=>{t(m);const y=f(g,m,_);return(0,n.padV2)(g,[m[0]],y)},n.parsePadAttributesV11=g=>g.attributes.getString("mode","constant");const f=(g,m,_)=>{if(!g.session.isInitializer(m[1].dataId)||m.length>=3&&!g.session.isInitializer(m[2].dataId))throw new Error("dynamic pad attributes are not allowed");const y=Array.from(m[1].integerData),w=m.length>=3?m[2].floatData[0]:0;return(0,u.createAttributeWithCacheKey)({mode:_,pads:y,value:w})},l=(g,m,_)=>{const y=c.ShapeUtil.padShape(m.dims.slice(),_.pads),w=y.length,v=` + ${e(g,m,_)} + float process(int[${w}] indices) { + return padA(indices); + }`;return{name:"Pad",inputNames:["A"],inputTypes:[a.TextureType.unpacked],output:{dims:y,type:m.type,textureType:a.TextureType.unpacked},shaderSource:v}},s=g=>{if(!g||g.length!==1)throw new Error("Pad requires 1 input");if(g[0].type!=="float32"&&g[0].type!=="float64")throw new Error("Invalid input type.")},t=g=>{if(!g||g.length!==2&&g.length!==3)throw new Error("Pad requires 2 or 3 inputs");if(g[1].type!=="int32")throw new Error("Invalid input type.");if(g.length>=3&&g[2].type==="string")throw new Error("Invalid input type.")},e=(g,m,_)=>{const y=(0,p.getGlsl)(g.session.backend.glContext.version),[w,v]=g.calculateTextureWidthAndHeight(m.dims,a.TextureType.unpacked),S=c.ShapeUtil.computeStrides(m.dims);switch(_.mode){case"constant":return r(y,m.dims,S,w,v,_.pads,_.value);case"reflect":return i(y,m.dims,S,w,v,_.pads);case"edge":return d(y,m.dims,S,w,v,_.pads);default:throw new Error("Invalid mode")}},r=(g,m,_,y,w,v,S)=>{const A=m.length;let O="";for(let x=A-1;x>=0;--x)O+=` + k = m[${x}] - ${v[x]}; + if (k < 0) return constant; + if (k >= ${m[x]}) return constant; + offset += k * ${_[x]}; + `;return` + float padA(int m[${A}]) { + const float constant = float(${S}); + int offset = 0; + int k = 0; + ${O} + vec2 coords = offsetToCoords(offset, ${y}, ${w}); + float value = getColorAsFloat(${g.texture2D}(A, coords)); + return value; + } + `},i=(g,m,_,y,w,v)=>{const S=m.length;let A="";for(let O=S-1;O>=0;--O)A+=` + k = m[${O}] - ${v[O]}; + if (k < 0) { k = -k; } + { + const int _2n_1 = ${2*(m[O]-1)}; + k = int( mod( float(k), float(_2n_1) ) ) ; + if(k >= ${m[O]}) { k = _2n_1 - k; } + } + offset += k * ${_[O]}; + `;return` + float padA(int m[${S}]) { + int offset = 0; + int k = 0; + ${A} + vec2 coords = offsetToCoords(offset, ${y}, ${w}); + float value = getColorAsFloat(${g.texture2D}(A, coords)); + return value; + } + `},d=(g,m,_,y,w,v)=>{const S=m.length;let A="";for(let O=S-1;O>=0;--O)A+=` + k = m[${O}] - ${v[O]}; + if (k < 0) k = 0; + if (k >= ${m[O]}) k = ${m[O]-1}; + offset += k * ${_[O]}; + `;return` + float padA(int m[${S}]) { + int offset = 0; + int k = 0; + ${A} + vec2 coords = offsetToCoords(offset, ${y}, ${w}); + float value = getColorAsFloat(${g.texture2D}(A, coords)); + return value; + } + `}},2143:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.globalMaxPool=n.parseMaxPoolAttributes=n.maxPool=n.parseGlobalAveragePoolAttributes=n.globalAveragePool=n.parseAveragePoolAttributes=n.averagePool=void 0;const u=o(246),c=o(2517),p=o(2039);n.averagePool=(d,g,m)=>{t(g);const _={name:"AveragePool",inputNames:["X"],inputTypes:[p.TextureType.unpacked],cacheHint:m.cacheKey};return[d.run(Object.assign(Object.assign({},_),{get:()=>a(g,_,!1,m)}),g)]},n.parseAveragePoolAttributes=d=>{const g=d.attributes.getString("auto_pad","NOTSET"),m=d.attributes.getInt("ceil_mode",0),_=d.attributes.getInt("count_include_pad",0)!==0,y=d.attributes.getInts("kernel_shape"),w=d.attributes.getInts("strides",[]),v=d.attributes.getInts("pads",[]);if(m!==0)throw new Error("using ceil() in shape computation is not yet supported for AveragePool");return(0,u.createAttributeWithCacheKey)({autoPad:g,ceilMode:m,countIncludePad:_,kernelShape:y,strides:w,pads:v})};const a=(d,g,m,_)=>{const[y,w]=f(d,_,m),v=c.ShapeUtil.size(y.kernelShape);let S="";y.countIncludePad?S+=`value /= float(${v});`:S+=`value /= float(${v} - pad);`;const A=` + ${e(d[0].dims,y,"value += _X(x);",S,"0.0")} + `;return Object.assign(Object.assign({},g),{output:{dims:w,type:d[0].type,textureType:p.TextureType.unpacked},shaderSource:A})};n.globalAveragePool=(d,g,m)=>{t(g);const _={name:"GlobalAveragePool",inputNames:["X"],inputTypes:[p.TextureType.unpacked],cacheHint:`${m.countIncludePad}`};return[d.run(Object.assign(Object.assign({},_),{get:()=>a(g,_,!0,m)}),g)]},n.parseGlobalAveragePoolAttributes=d=>{const g=d.attributes.getInt("count_include_pad",0)!==0;return(0,u.createAttributeWithCacheKey)({autoPad:"",ceilMode:0,countIncludePad:g,kernelShape:[],strides:[],pads:[]})},n.maxPool=(d,g,m)=>{t(g);const _={name:"MaxPool",inputNames:["X"],inputTypes:[p.TextureType.unpacked],cacheHint:m.cacheKey};return[d.run(Object.assign(Object.assign({},_),{get:()=>h(g,_,!1,m)}),g)]},n.parseMaxPoolAttributes=d=>{const g=d.attributes.getString("auto_pad","NOTSET"),m=d.attributes.getInt("ceil_mode",0),_=d.attributes.getInts("kernel_shape"),y=d.attributes.getInts("strides",[]),w=d.attributes.getInts("pads",[]),v=d.attributes.getInt("storage_order",0),S=d.attributes.getInts("dilations",[]);if(v!==0)throw new Error("column major storage order is not yet supported for MaxPool");if(m!==0)throw new Error("using ceil() in shape computation is not yet supported for MaxPool");return(0,u.createAttributeWithCacheKey)({autoPad:g,ceilMode:m,countIncludePad:!1,kernelShape:_,strides:y,pads:w,storageOrder:v,dilations:S})};const h=(d,g,m,_)=>{const[y,w]=f(d,_,m),v=` + ${e(d[0].dims,y,` + value = max(_X(x), value); + `,"","-1e5")} + `;return Object.assign(Object.assign({},g),{output:{dims:w,type:d[0].type,textureType:p.TextureType.unpacked},shaderSource:v})},f=(d,g,m)=>{const _=d[0].dims.slice(),y=Object.hasOwnProperty.call(g,"dilations"),w=g.kernelShape.slice(),v=g.strides.slice(),S=y?g.dilations.slice():[],A=g.pads.slice();c.PoolConvUtil.adjustPoolAttributes(m,_,w,v,S,A);const O=c.PoolConvUtil.computePoolOutputShape(m,_,v,S,w,A,g.autoPad),x=Object.assign({},g);return y?Object.assign(x,{kernelShape:w,strides:v,pads:A,dilations:S,cacheKey:g.cacheKey}):Object.assign(x,{kernelShape:w,strides:v,pads:A,cacheKey:g.cacheKey}),[x,O]},l={autoPad:"",ceilMode:0,countIncludePad:!1,kernelShape:[],strides:[],pads:[],storageOrder:0,dilations:[],cacheKey:""},s={name:"GlobalMaxPool",inputNames:["X"],inputTypes:[p.TextureType.unpacked]};n.globalMaxPool=(d,g)=>(t(g),[d.run(Object.assign(Object.assign({},s),{get:()=>h(g,s,!0,l)}),g)]);const t=d=>{if(!d||d.length!==1)throw new Error("Pool ops requires 1 input.");if(d[0].type!=="float32"&&d[0].type!=="float64")throw new Error("Invalid input type.")},e=(d,g,m,_,y)=>{const w=d.length;if(g.kernelShape.length<=2){const v=g.kernelShape[g.kernelShape.length-1],S=g.strides[g.strides.length-1],A=g.pads[g.pads.length/2-1],O=g.pads[g.pads.length-1],x=d[w-1];let I="",N="",R="";if(I=A+O!==0?` + for (int i = 0; i < ${v}; i++) { + x[${w} - 1] = indices[${w} - 1] * ${S} - ${A} + i; + if (x[${w} - 1] < 0 || x[${w} - 1] >= ${x}) { + pad++; + continue; + } + ${m} + }`:` + for (int i = 0; i < ${v}; i++) { + x[${w} - 1] = indices[${w} - 1] * ${S} - ${A} + i; + ${m} + }`,g.kernelShape.length===2){const L=g.kernelShape[g.kernelShape.length-2],F=g.strides[g.strides.length-2],V=g.pads[g.pads.length/2-2],D=g.pads[g.pads.length-2],j=d[w-2];N=V+D!==0?` + for (int j = 0; j < ${L}; j++) { + x[${w} - 2] = indices[${w} - 2] * ${F} - ${V} + j; + if (x[${w} - 2] < 0 || x[${w} - 2] >= ${j}) { + pad+= ${v}; + continue; + } + `:` + for (int j = 0; j < ${L}; j++) { + x[${w} - 2] = indices[${w} - 2] * ${F} - ${V} + j; + `,R=` + } + `}return` + float process(int indices[${w}]) { + int x[${w}]; + copyVec(indices, x); + + float value = ${y}; + int pad = 0; + ${N} + ${I} + ${R} + ${_} + return value; + } + `}{const v=c.ShapeUtil.size(g.kernelShape),S=c.ShapeUtil.computeStrides(g.kernelShape),A=S.length,O=g.pads.length,x=i(A),I=r(d,"inputDims"),N=r(g.pads,"pads"),R=r(S,"kernelStrides"),L=r(g.strides,"strides");let F="";return F=g.pads.reduce((V,D)=>V+D)?` + if (x[j] >= inputDims[j] || x[j] < 0) { + pad++; + isPad = true; + break; + } + } + if (!isPad) { + ${m} + }`:` + } + ${m} + `,` + ${x} + float process(int indices[${w}]) { + int x[${w}]; + copyVec(indices, x); + int offset[${A}]; + int pads[${O}]; + int inputDims[${w}]; + int kernelStrides[${A}]; + int strides[${A}]; + ${N} + ${I} + ${L} + ${R} + + float value = ${y}; + int pad = 0; + bool isPad = false; + for (int i = 0; i < ${v}; i++) { + offsetToIndices(i, kernelStrides, offset); + isPad = false; + for (int j = ${w} - ${A}; j < ${w}; j++) { + x[j] = indices[j] * strides[j - ${w} + ${A}] + + offset[j - ${w} + ${A}] - pads[j - 2]; + ${F} + } + ${_} + + return value; + } + `}},r=(d,g)=>{let m="";for(let _=0;_` + void offsetToIndices(int offset, int[${d}] strides, out int[${d}] indices) { + if (${d} == 0) { + return; + } + for (int i = 0; i < ${d} - 1; ++i) { + indices[i] = offset / strides[i]; + offset -= indices[i] * strides[i]; + } + indices[${d} - 1] = offset; + }`},4939:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.reduceLogSumSquare=n.reduceLogSum=n.reduceProd=n.reduceMin=n.reduceMax=n.reduceMean=n.reduceSum=n.parseReduceAttributes=void 0;const u=o(246),c=o(782),p=o(2517),a=o(2039),h=(s,t,e,r,i)=>{l(t);const d={name:r,inputNames:["A"],inputTypes:[a.TextureType.unpacked]};return[s.run(Object.assign(Object.assign({},d),{cacheHint:e.cacheKey,get:()=>f(s,t,e,r,i,d)}),t)]};n.parseReduceAttributes=s=>{const t=s.attributes.getInts("axes",[]),e=s.attributes.getInt("keepdims",1)===1;return(0,u.createAttributeWithCacheKey)({axes:t,keepDims:e})};const f=(s,t,e,r,i,d)=>{const g=[],m=t[0].dims.length||1,_=[],y=p.ShapeUtil.normalizeAxes(e.axes,t[0].dims.length),w=i(t,y);let v=w[1];for(let A=0;A=0||y.length===0?(e.keepDims&&g.push(1),v=` + for(int j${A} = 0; j${A} < ${t[0].dims[A]}; j${A}++) { + inputIdx[${A}] = j${A}; + ${v} + }`):(_.push(`inputIdx[${A}] = outputIdx[${g.length}];`),g.push(t[0].dims[A]));const S=` + float process(int outputIdx[${g.length||1}]) { + float value; // final result + int inputIdx[${m}]; // addressing input data + ${_.join(` +`)} + ${w[0]} // init ops for reduce max/min + ${v} + ${w[2]} // final computation for reduce mean + return value; + }`;return Object.assign(Object.assign({},d),{output:{dims:g,type:t[0].type,textureType:a.TextureType.unpacked},shaderSource:S})},l=s=>{if(!s||s.length!==1)throw new Error("Reduce op requires 1 input.");if(c.NUMBER_TYPES.indexOf(s[0].type)===-1)throw new Error("Invalid input type.")};n.reduceSum=(s,t,e)=>h(s,t,e,"ReduceSum",()=>["value = 0.0;","value += _A(inputIdx);",""]),n.reduceMean=(s,t,e)=>h(s,t,e,"ReduceMean",(r,i)=>{let d=1;for(let g=0;g=0||i.length===0)&&(d*=r[0].dims[g]);return["value = 0.0;","value += _A(inputIdx);",`value /= ${d}.;`]}),n.reduceMax=(s,t,e)=>h(s,t,e,"ReduceMax",(r,i)=>{const d=[];for(let g=0;g=0||i.length===0)&&d.push(`inputIdx[${g}] = 0;`);return[`${d.join(` +`)} +value = _A(inputIdx);`,"value = max(value, _A(inputIdx));",""]}),n.reduceMin=(s,t,e)=>h(s,t,e,"ReduceMin",(r,i)=>{const d=[];for(let g=0;g=0||i.length===0)&&d.push(`inputIdx[${g}] = 0;`);return[`${d.join(` +`)} +value = _A(inputIdx);`,"value = min(value, _A(inputIdx));",""]}),n.reduceProd=(s,t,e)=>h(s,t,e,"ReduceProd",()=>["value = 1.0;","value *= _A(inputIdx);",""]),n.reduceLogSum=(s,t,e)=>h(s,t,e,"ReduceLogSum",()=>["value = 0.0;","value += _A(inputIdx);","value = log(value);"]),n.reduceLogSumSquare=(s,t,e)=>h(s,t,e,"ReduceLogSumSquare",()=>["float t; value = 0.0;","t = _A(inputIdx); value += t * t;",""])},7019:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.isReshapeCheap=n.processDims3D=n.createPackedReshape3DProgramInfoLoader=void 0;const u=o(2517),c=o(5060),p=o(2039),a=o(2827);n.createPackedReshape3DProgramInfoLoader=(h,f,l)=>{const s=(t=>({name:"Reshape (packed)",inputTypes:[p.TextureType.packed],inputNames:["A"],cacheHint:`${t}`}))(l);return Object.assign(Object.assign({},s),{get:()=>((t,e,r,i)=>{const d=e.dims,g=i;let m="";for(let w=0;w<4;w++){let v="";switch(w){case 0:v="outputCoords = rc;";break;case 1:v="outputCoords = ivec3(rc.x, rc.y+1, rc.z);";break;case 2:v="outputCoords = ivec3(rc.x, rc.y, rc.z+1);";break;case 3:v="outputCoords = ivec3(rc.x, rc.y+1, rc.z+1);";break;default:throw new Error}m+=` + ${v} + ${w>0?"if(outputCoords.y < rows && outputCoords.z < cols){":""} + int flattenedIndex = getFlattenedIndex(outputCoords); + + ivec3 inputRC = inputCoordsFromReshapedOutCoords(flattenedIndex); + vec2 innerDims = vec2(float(inputRC.y),float(inputRC.z)); + + result[${w}] = getChannel(getA(inputRC.x, inputRC.y, inputRC.z), innerDims); + + ${w>0?"}":""} + `}const _=(0,c.getGlsl)(t.session.backend.glContext.version),y=` + ${function(w){const v=u.ShapeUtil.computeStrides(w),S=["b","r","c"],A="index";return` + ivec3 inputCoordsFromReshapedOutCoords(int index) { + ${v.map((O,x)=>`int ${S[x]} = ${A} / ${O}; ${x===v.length-1?`int ${S[x+1]} = ${A} - ${S[x]} * ${O}`:`index -= ${S[x]} * ${O}`};`).join("")} + return ivec3(b, r, c); + } + `}(d)} + ${function(w){const v=u.ShapeUtil.computeStrides(w);return` + int getFlattenedIndex(ivec3 coords) { + // reverse y, z order + return coords.x * ${v[0]} + coords.z * ${v[1]} + coords.y; + } +`}(g)} + ${(0,a.unpackFromChannel)()} + + void main() { + ivec3 rc = getOutputCoords(); + + vec4 result = vec4(0.0); + + ivec3 outputCoords; + int rows = ${g[2]}; + int cols = ${g[1]}; + + ${m} + ${_.output} = result; + } + `;return Object.assign(Object.assign({},r),{output:{dims:g,type:e.type,textureType:p.TextureType.packed},shaderSource:y,hasMain:!0})})(h,f,s,l)})},n.processDims3D=function(h){if(h.length===0)return[1,1,1];let f=1;for(let l=0;l1?h[h.length-2]:1,h[h.length-1]]},n.isReshapeCheap=function(h,f){let l=!1;return l=h.length===0||f.length===0||(h.length<2||f.length<2?h[h.length-1]===f[f.length-1]:h[h.length-1]===f[f.length-1]&&h[h.length-2]===f[f.length-2]),l}},718:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.reshape=void 0;const u=o(2517);n.reshape=(c,p)=>{const a=u.ShapeUtil.calculateReshapedDims(p[0].dims,p[1].integerData);return c.session.pack?[c.reshapePacked(p[0],a)]:[c.reshapeUnpacked(p[0],a)]}},2268:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.parseResizeAttributesV11=n.parseResizeAttributesV10=n.resize=void 0;const u=o(5060),c=o(2039),p=o(9390),a=o(2827),h=o(9793),f={name:"Resize",inputNames:["A"],inputTypes:[c.TextureType.packed]};n.resize=(r,i,d)=>((0,h.validateInputs)(i,d),[r.run(Object.assign(Object.assign({},f),{cacheHint:d.cacheKey,get:()=>l(r,i,d)}),i)]),n.parseResizeAttributesV10=r=>(0,h.parseUpsampleAttributes)(r,10),n.parseResizeAttributesV11=r=>(0,h.parseUpsampleAttributes)(r,11);const l=(r,i,d)=>{const g=(0,u.getGlsl)(r.session.backend.glContext.version),[m,_]=s(i,d);if(m.every(F=>F===1)&&d.coordinateTransformMode!=="tf_crop_and_resize")return Object.assign(Object.assign({},f),{output:{dims:_,type:i[0].type,textureType:c.TextureType.packed},hasMain:!0,shaderSource:`void main() { + vec4 v = ${g.texture2D}(X, TexCoords); + ${g.output} = v; + }`});const y=_.length;if(y<2)throw new Error(`output dimension should be at least 2, but got ${y}`);const w=_[y-2],v=_[y-1],S=i[0].dims;if(y!==S.length)throw new Error(`output dimension should match input ${S.length}, but got ${y}`);const A=S[y-2],O=S[y-1],x=m[y-2],I=m[y-1];let N="";if(d.mode!=="linear")throw new Error(`resize (packed) does not support mode: '${d.mode}'`);switch(d.coordinateTransformMode){case"asymmetric":N=` + vec4 getSourceFracIndex(ivec4 coords) { + return vec4(coords) / scaleWHWH; + } + `;break;case"half_pixel":N=` + vec4 getSourceFracIndex(ivec4 coords) { + return (vec4(coords) + 0.5) / scaleWHWH - 0.5; + } + `;break;case"pytorch_half_pixel":N=` + vec4 getSourceFracIndex(ivec4 coords) { + vec4 fcoords = vec4(coords); + return vec4( + ${v}.0 > 1.0 ? (fcoords.x + 0.5) / scaleWHWH.x - 0.5 : 0.0, + ${w}.0 > 1.0 ? (fcoords.y + 0.5) / scaleWHWH.y - 0.5 : 0.0, + ${v}.0 > 1.0 ? (fcoords.z + 0.5) / scaleWHWH.z - 0.5 : 0.0, + ${w}.0 > 1.0 ? (fcoords.w + 0.5) / scaleWHWH.w - 0.5 : 0.0 + ); + } + `;break;case"align_corners":N=` + vec4 getSourceFracIndex(ivec4 coords) { + vec4 resized = vec4(${v}.0 - 1.0, ${w}.0 - 1.0, ${v}.0 - 1.0, + ${w}.0 - 1.0); + vec4 original = vec4(${O}.0 - 1.0, ${A}.0 - 1.0, ${O}.0 - 1.0, + ${A}.0 - 1.0); + vec4 new_scale = original / resized; + return vec4(coords) * new_scale; + } + `;break;default:throw new Error(`resize (packed) does not support coordinateTransformMode: '${d.coordinateTransformMode}'`)}const R=(0,p.getCoordsDataType)(y),L=` + const vec2 inputWH = vec2(${A}.0, ${O}.0); + const vec4 scaleWHWH = vec4(float(${x}), float(${I}), float(${x}), float(${I})); + ${(0,a.unpackFromChannel)()} + ${N} + float getAValue(int x10, int r, int c, int d) { + return getChannel(getA(x10, r, c, d), vec2(c, d)); + } + void main() { + ${R} rc = getOutputCoords(); + + int batch = rc[0]; + int depth = rc[1]; + + // retrieve the 4 coordinates that is used in the 4 packed output values. + ivec4 coords = ivec4(rc.wz, rc.w + 1, rc.z + 1); + + // calculate the source index in fraction + vec4 sourceFrac = getSourceFracIndex(coords); + + // get the lower and upper bound of the 4 values that will be packed into one texel. + ivec4 x00 = ivec4(max(sourceFrac.xy, vec2(0.0)), min(inputWH - 1.0, ceil(sourceFrac.xy))); + ivec4 x01 = ivec4(max(sourceFrac.xw, vec2(0.0)), min(inputWH - 1.0, ceil(sourceFrac.xw))); + ivec4 x10 = ivec4(max(sourceFrac.zy, vec2(0.0)), min(inputWH - 1.0, ceil(sourceFrac.zy))); + ivec4 x11 = ivec4(max(sourceFrac.zw, vec2(0.0)), min(inputWH - 1.0, ceil(sourceFrac.zw))); + + bool hasNextRow = rc.w < ${w-1}; + bool hasNextCol = rc.z < ${v-1}; + + // pack x00, x01, x10, x11's top-left corner into one vec4 structure + vec4 topLeft = vec4( + getAValue(batch, depth, x00.x, x00.y), + hasNextCol ? getAValue(batch, depth, x01.x, x01.y) : 0.0, + hasNextRow ? getAValue(batch, depth, x10.x, x10.y) : 0.0, + (hasNextRow && hasNextCol) ? getAValue(batch, depth, x11.x, x11.y) : 0.0); + + // pack x00, x01, x10, x11's top-right corner into one vec4 structure + vec4 topRight = vec4( + getAValue(batch, depth, x00.x, x00.w), + hasNextCol ? getAValue(batch, depth, x01.x, x01.w) : 0.0, + hasNextRow ? getAValue(batch, depth, x10.x, x10.w) : 0.0, + (hasNextRow && hasNextCol) ? getAValue(batch, depth, x11.x, x11.w) : 0.0); + + // pack x00, x01, x10, x11's bottom-left corner into one vec4 structure + vec4 bottomLeft = vec4( + getAValue(batch, depth, x00.z, x00.y), + hasNextCol ? getAValue(batch, depth, x01.z, x01.y) : 0.0, + hasNextRow ? getAValue(batch, depth, x10.z, x10.y) : 0.0, + (hasNextRow && hasNextCol) ? getAValue(batch, depth, x11.z, x11.y) : 0.0); + + // pack x00, x01, x10, x11's bottom-right corner into one vec4 structure + vec4 bottomRight = vec4( + getAValue(batch, depth, x00.z, x00.w), + hasNextCol ? getAValue(batch, depth, x01.z, x01.w) : 0.0, + hasNextRow ? getAValue(batch, depth, x10.z, x10.w) : 0.0, + (hasNextRow && hasNextCol) ? getAValue(batch, depth, x11.z, x11.w) : 0.0); + + // calculate the interpolation fraction on u and v direction + vec4 frac = vec4(sourceFrac) - floor(sourceFrac); + vec4 clampFrac = clamp(frac, vec4(0.0), vec4(1.0)); + + vec4 top = mix(topLeft, topRight, clampFrac.ywyw); + vec4 bottom = mix(bottomLeft, bottomRight, clampFrac.ywyw); + vec4 newValue = mix(top, bottom, clampFrac.xxzz); + + ${g.output} = vec4(newValue); + } + `;return Object.assign(Object.assign({},f),{output:{dims:_,type:i[0].type,textureType:c.TextureType.packed},hasMain:!0,shaderSource:L})},s=(r,i)=>{const d=r[0].dims;let g,m=i.scales;if(m.length===0){const y=r[i.scalesInputIdx];if(y&&y.size!==0){if(r[i.sizesInputIdx])throw new Error("Only one of scales or sizes must be provided as input.");m=t(y,i.mode,i.isResize)}else{const w=r[i.sizesInputIdx];if(!w||w.size===0)throw new Error("Either scales or sizes MUST be provided as input.");g=Array.from(w.integerData),m=e(g,d,i.mode,i.isResize)}}else if(r[i.sizesInputIdx])throw new Error("Only one of scales or sizes must be provided as input.");const _=g||d.map((y,w)=>Math.floor(y*m[w]));return[m,_]},t=(r,i,d)=>{const g=Array.from(r.floatData);return(0,h.scalesValidation)(g,i,d),g},e=(r,i,d,g)=>{const m=i.length,_=new Array(m);for(let y=0,w=m;y{Object.defineProperty(n,"__esModule",{value:!0}),n.shape=void 0;const u=o(9162);n.shape=(p,a)=>(c(a),[new u.Tensor([a[0].dims.length],"int32",void 0,void 0,new Int32Array(a[0].dims))]);const c=p=>{if(!p||p.length!==1)throw new Error("Shape requires 1 input.")}},2278:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.sliceV10=n.parseSliceAttributes=n.slice=void 0;const u=o(246),c=o(782),p=o(2517),a=o(2039),h={name:"Slice",inputNames:["A"],inputTypes:[a.TextureType.unpacked]};n.slice=(e,r,i)=>(l(r),[e.run(Object.assign(Object.assign({},h),{cacheHint:i.cacheKey,get:()=>f(e,r[0],i)}),r)]),n.parseSliceAttributes=e=>{const r=e.attributes.getInts("starts"),i=e.attributes.getInts("ends"),d=e.attributes.getInts("axes",[]);return(0,u.createAttributeWithCacheKey)({starts:r,ends:i,axes:d})};const f=(e,r,i)=>{const d=i.axes.length===0?r.dims.slice(0).map((S,A)=>A):i.axes,g=p.ShapeUtil.normalizeAxes(d,r.dims.length),m=i.starts.map((S,A)=>S>r.dims[g[A]]-1?r.dims[g[A]]:p.ShapeUtil.normalizeAxis(S,r.dims[g[A]])),_=i.ends.map((S,A)=>S>r.dims[g[A]]-1?r.dims[g[A]]:p.ShapeUtil.normalizeAxis(S,r.dims[g[A]])),y=r.dims.slice(),w=[];for(let S=0;S0&&w.push(`outputIdx[${g[S]}] += ${m[S]};`);const v=` + float process(int outputIdx[${y.length}]) { + ${w.join(` + `)} + return _A(outputIdx); + }`;return Object.assign(Object.assign({},h),{output:{dims:y,type:r.type,textureType:a.TextureType.unpacked},shaderSource:v})},l=e=>{if(!e||e.length!==1)throw new Error("Slice requires 1 input.");if(c.NUMBER_TYPES.indexOf(e[0].type)===-1)throw new Error("Invalid input type.")};n.sliceV10=(e,r)=>{t(r);const i=s(e,r);return[e.run(Object.assign(Object.assign({},h),{cacheHint:i.cacheKey,get:()=>f(e,r[0],i)}),[r[0]])]};const s=(e,r)=>{if(!e.session.isInitializer(r[1].dataId)||!e.session.isInitializer(r[2].dataId)||r.length>=4&&!e.session.isInitializer(r[3].dataId)||r.length>=5&&!e.session.isInitializer(r[4].dataId))throw new Error("dynamic slice attributes are not allowed");if(r.length>=5&&r[4].integerData.some(m=>m!==1))throw new Error("currently non-1 steps is not supported for Slice");const i=Array.from(r[1].integerData),d=Array.from(r[2].integerData),g=r.length>=4?Array.from(r[3].integerData):[];return{starts:i,ends:d,axes:g,cacheKey:`${g};${i};${d}`}},t=e=>{if(!e||e.length<3||e.length>5)throw new Error("Invalid input number.");if(e[1].type!=="int32"||e[1].dims.length!==1)throw new Error("Invalid input type.");if(e[2].type!=="int32"||e[2].dims.length!==1)throw new Error("Invalid input type.");if(e.length>=4&&(e[3].type!=="int32"||e[3].dims.length!==1))throw new Error("Invalid input type.");if(e.length>=5&&(e[4].type!=="int32"||e[4].dims.length!==1))throw new Error("Invalid input type.")}},5524:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.softmaxV13=n.parseSoftmaxAttributesV13=n.parseSoftmaxAttributes=n.softmax=void 0;const u=o(246),c=o(2517),p=o(5060),a=o(2039),h=o(3738),f={name:"SoftmaxComputeMax",inputNames:["A"],inputTypes:[a.TextureType.unpacked]},l={name:"SoftmaxComputeScale",inputNames:["A","Max"],inputTypes:[a.TextureType.unpacked,a.TextureType.unpacked]},s={name:"SoftMax",inputNames:["A","Max","Norm"],inputTypes:[a.TextureType.unpacked,a.TextureType.unpacked,a.TextureType.unpacked]};n.softmax=(g,m,_)=>{d(m);const y=m[0].dims.slice(),w=c.ShapeUtil.normalizeAxis(_.axis,y.length),v=c.ShapeUtil.sizeToDimension(y,w),S=c.ShapeUtil.sizeFromDimension(y,w);return t(g,m,_,v,S)},n.parseSoftmaxAttributes=g=>(0,u.createAttributeWithCacheKey)({axis:g.attributes.getInt("axis",1)}),n.parseSoftmaxAttributesV13=g=>(0,u.createAttributeWithCacheKey)({axis:g.attributes.getInt("axis",-1)}),n.softmaxV13=(g,m,_)=>{d(m);const y=m[0].dims.slice(),w=c.ShapeUtil.normalizeAxis(_.axis,y.length),v=y.length,S=w!==v-1,A=[];let O,x=[],I=[];S&&(x=Array.from({length:v}).map((F,V)=>V),x[w]=v-1,x[v-1]=w,x.map(F=>A.push(y[F])),O=(0,u.createAttributeWithCacheKey)({perm:x}),I=(0,h.transpose)(g,m,O));const N=S?c.ShapeUtil.sizeToDimension(A,v-1):c.ShapeUtil.sizeToDimension(y,v-1),R=S?c.ShapeUtil.sizeFromDimension(A,v-1):c.ShapeUtil.sizeFromDimension(y,v-1),L=t(g,S?I:m,_,N,R);return S?(0,h.transpose)(g,L,O):L};const t=(g,m,_,y,w)=>{const v=e(g,m[0],y,w,[y]),S=g.run(Object.assign(Object.assign({},f),{cacheHint:_.cacheKey,get:()=>v}),m),A=r(g,m[0],y,w,v.output.dims,[y]),O=g.run(Object.assign(Object.assign({},l),{cacheHint:_.cacheKey,get:()=>A}),[m[0],S]),x=i(g,m[0],y,w,v.output.dims,A.output.dims);return[g.run(Object.assign(Object.assign({},s),{cacheHint:_.cacheKey,get:()=>x}),[m[0],S,O])]},e=(g,m,_,y,w)=>{const[v,S]=g.calculateTextureWidthAndHeight(m.dims,a.TextureType.unpacked),A=w.length;if(_<1||y<1)throw new Error("Logical row count N and feature count D must be greater than or equal to 1");if(w.length!==1)throw new Error("Dimensionality of the output should be 1");if(w[0]!==_)throw new Error("Shape of the output should be equal to logical row count");const O=(0,p.getGlsl)(g.session.backend.glContext.version),x=` + float process(int[${A}] indices) { + int logical_row_start_offset = indices[0] * ${y}; + + float max = getColorAsFloat(${O.texture2D}(A, offsetToCoords(logical_row_start_offset, ${v}, + ${S} ))); + for(int i=1; i<${y}; ++i) + { + float current = getColorAsFloat(${O.texture2D}(A, offsetToCoords(logical_row_start_offset + i, + ${v}, ${S}))); + if(current > max) + max = current; + } + + return max; + }`;return Object.assign(Object.assign({},f),{output:{dims:w,type:m.type,textureType:a.TextureType.unpacked},shaderSource:x})},r=(g,m,_,y,w,v)=>{const[S,A]=g.calculateTextureWidthAndHeight(m.dims,a.TextureType.unpacked),O=v.length;if(_<1||y<1)throw new Error("Logical row count N and feature count D must be greater than or equal to 1");if(v.length!==1)throw new Error("Dimensionality of the output should be 1");if(v[0]!==_)throw new Error("Shape of the output should be equal to logical row count");if(w.length!==1)throw new Error("Dimensionality of the intermediate results should be 1");if(w[0]!==_)throw new Error("Shape of the intermediate results should be equal to logical row count");const x=` + float process(int[${O}] indices) { + int logical_row_start_offset = indices[0] * ${y}; + + float norm_factor = 0.0; + float max = _Max(indices); + for(int i=0; i<${y}; ++i) + { + norm_factor += exp(getColorAsFloat(${(0,p.getGlsl)(g.session.backend.glContext.version).texture2D}(A, offsetToCoords(logical_row_start_offset + i, + ${S}, ${A}))) - max); + } + + return norm_factor; + }`;return Object.assign(Object.assign({},l),{output:{dims:v,type:m.type,textureType:a.TextureType.unpacked},shaderSource:x})},i=(g,m,_,y,w,v)=>{const[S,A]=g.calculateTextureWidthAndHeight(m.dims,a.TextureType.unpacked),O=m.dims.length;if(_<1||y<1)throw new Error("Logical row count N and feature count D must be greater than or equal to 1");if(w.length!==1||v.length!==1)throw new Error("Dimensionality of the intermediate results should be 1");if(w[0]!==_||v[0]!==_)throw new Error("Shape of the intermediate results should be equal to logical row count");const x=` + float process(int[${O}] indices) { + + // get offset of current logical tensor index from the 2-D texture coordinates (TexCoords) + int offset = coordsToOffset(TexCoords, ${S}, ${A}); + + //determine the logical row for this index + int logical_row_index[1]; + logical_row_index[0] = offset / ${y}; + + float norm_factor = _Norm(logical_row_index); + + // avoid possible division by 0 + // if norm_facor is 0, all elements are zero + // if so, return 0 + if(norm_factor == 0.0) + return 0.0; + + return exp(_A(indices) - _Max(logical_row_index)) / norm_factor; + }`;return Object.assign(Object.assign({},s),{output:{dims:m.dims,type:m.type,textureType:a.TextureType.unpacked},shaderSource:x})},d=g=>{if(!g||g.length!==1)throw new Error("Softmax requires 1 input.");if(g[0].type!=="float32"&&g[0].type!=="float64")throw new Error("Invalid input type")}},5975:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.parseSplitAttributes=n.split=void 0;const u=o(246),c=o(2517),p=o(2039),a={name:"Split",inputNames:["A"],inputTypes:[p.TextureType.unpacked]};n.split=(s,t,e)=>{l(t);const r=c.ShapeUtil.normalizeAxis(e.axis,t[0].dims.length),i=h(s,t,r,e),d=[];for(let g=0;gf(s,t[0],e,r,g)}),t));return d},n.parseSplitAttributes=s=>{const t=s.attributes.getInt("axis",0),e=s.attributes.getInts("split",[]),r=s.outputs.length;return(0,u.createAttributeWithCacheKey)({axis:t,split:e,numOutputs:r})};const h=(s,t,e,r)=>{const[,i]=c.SplitUtil.splitShape(t[0].dims,e,r.split,r.numOutputs);return i.length},f=(s,t,e,r,i)=>{const[d,g]=c.SplitUtil.splitShape(t.dims,r,e.split,e.numOutputs),m=g[i],_=d[i],y=` + float process(int indices[${_.length}]) { + indices[${r}] += ${m}; + return _A(indices); + } + `;return Object.assign(Object.assign({},a),{cacheHint:`${e.cacheKey}:${i}`,output:{dims:_,type:t.type,textureType:p.TextureType.unpacked},shaderSource:y})},l=s=>{if(!s||s.length!==1)throw new Error("Split requires one input.");if(s[0].type!=="int8"&&s[0].type!=="uint8"&&s[0].type!=="int16"&&s[0].type!=="uint16"&&s[0].type!=="int32"&&s[0].type!=="uint32"&&s[0].type!=="float32"&&s[0].type!=="float64"&&s[0].type!=="bool")throw new Error("Invalid input type.")}},3933:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.parseSqueezeAttributes=n.squeezeV13=n.squeeze=void 0;const u=o(2517);n.squeeze=(a,h,f)=>{c(h);const l=u.ShapeUtil.squeezeShape(h[0].dims,f);return[a.reshapeUnpacked(h[0],l)]},n.squeezeV13=(a,h)=>(p(h),(0,n.squeeze)(a,[h[0]],Array.from(h[1].integerData))),n.parseSqueezeAttributes=a=>a.attributes.getInts("axes");const c=a=>{if(!a||a.length!==1)throw new Error("Squeeze requires 1 input.");if(a[0].type==="string")throw new Error("invalid input tensor types.")},p=a=>{if(!a||a.length!==2)throw new Error("Squeeze requires 2 inputs.");if(a[1].type!=="int32")throw new Error("Invalid input type.")}},6558:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.sum=void 0;const u=o(5060),c=o(2039);n.sum=(h,f)=>{a(f);const l={name:"Sum",inputNames:f.map((s,t)=>`X${t}`),inputTypes:new Array(f.length).fill(c.TextureType.unpacked)};return[h.run(Object.assign(Object.assign({},l),{get:()=>p(h,f,l)}),f)]};const p=(h,f,l)=>{const s=(0,u.getGlsl)(h.session.backend.glContext.version),t=f[0].dims.slice(),e=` + void main() { + vec4 result = ${f.map((r,i)=>`${s.texture2D}(X${i},TexCoords)`).join(" + ")}; + ${s.output} = result; + } + `;return Object.assign(Object.assign({},l),{output:{dims:t,type:f[0].type,textureType:c.TextureType.unpacked},hasMain:!0,shaderSource:e})},a=h=>{if(!h||h.length===0)throw new Error("Sum requires inputs.");const f=h[0].dims.length;for(let l=1;l{Object.defineProperty(n,"__esModule",{value:!0}),n.tile=void 0;const u=o(782),c=o(2039);n.tile=(h,f)=>{a(f);const l={name:"Tile",inputNames:["A"],inputTypes:[c.TextureType.unpacked]};return[h.run(Object.assign(Object.assign({},l),{get:()=>p(h,f,l)}),f)]};const p=(h,f,l)=>{const s=f[0].dims.slice(),t=new Array(s.length),e=[];for(let d=0;d{if(!h||h.length!==2)throw new Error("Tile requires 2 input.");if(h[1].dims.length!==1)throw new Error("The second input shape must 1 dimension.");if(h[1].dims[0]!==h[0].dims.length)throw new Error("Invalid input shape.");if(u.NUMBER_TYPES.indexOf(h[0].type)===-1)throw new Error("Invalid input type.");if(h[1].type!=="int32"&&h[1].type!=="int16")throw new Error("Invalid repeat type.")}},3738:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.parseTransposeAttributes=n.transpose=void 0;const u=o(246),c=o(2517),p=o(2039),a={name:"Transpose",inputNames:["A"],inputTypes:[p.TextureType.unpacked]};n.transpose=(e,r,i)=>(t(r),[e.run(Object.assign(Object.assign({},a),{cacheHint:i.cacheKey,get:()=>h(e,r[0],i.perm)}),r)]),n.parseTransposeAttributes=e=>(0,u.createAttributeWithCacheKey)({perm:e.attributes.getInts("perm",[])});const h=(e,r,i)=>{const d=r.dims;i=f(d,i);const g=l(d,i),m=d.length,_=` + ${s("perm",i,m)} + float process(int indices[${m}]) { + int a[${m}]; + perm(a, indices); + return _A(a); + }`;return Object.assign(Object.assign({},a),{output:{dims:g,type:r.type,textureType:p.TextureType.unpacked},shaderSource:_})},f=(e,r)=>(r&&r.length!==e.length&&(r=[...e.keys()].reverse()),r),l=(e,r)=>(r=f(e,r),c.ShapeUtil.sortBasedOnPerm(e,r)),s=(e,r,i)=>{const d=[];d.push(`void ${e}(out int a[${i}], int src[${i}]) {`);for(let g=0;g{if(!e||e.length!==1)throw new Error("Transpose requires 1 input.");if(e[0].type!=="float32"&&e[0].type!=="float64")throw new Error("input should be float tensor")}},8710:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.encodeAsUint8=void 0;const u=o(5060),c=o(2039);n.encodeAsUint8=(p,a)=>{const h=a.shape,f=(0,u.getGlsl)(p.session.backend.glContext.version),l=` + const float FLOAT_MAX = 1.70141184e38; + const float FLOAT_MIN = 1.17549435e-38; + + bool isNaN(float val) { + return (val < 1.0 || 0.0 < val || val == 0.0) ? false : true; + } + + highp vec4 encodeAsUint8(highp float v) { + if (isNaN(v)) { + return vec4(255, 255, 255, 255); + } + + highp float av = abs(v); + + if(av < FLOAT_MIN) { + return vec4(0.0, 0.0, 0.0, 0.0); + } else if(v > FLOAT_MAX) { + return vec4(0.0, 0.0, 128.0, 127.0) / 255.0; + } else if(v < -FLOAT_MAX) { + return vec4(0.0, 0.0, 128.0, 255.0) / 255.0; + } + + highp vec4 c = vec4(0,0,0,0); + + highp float e = floor(log2(av)); + highp float m = exp2(fract(log2(av))) - 1.0; + + c[2] = floor(128.0 * m); + m -= c[2] / 128.0; + c[1] = floor(32768.0 * m); + m -= c[1] / 32768.0; + c[0] = floor(8388608.0 * m); + + highp float ebias = e + 127.0; + c[3] = floor(ebias / 2.0); + ebias -= c[3] * 2.0; + c[2] += floor(ebias) * 128.0; + + c[3] += 128.0 * step(0.0, -v); + + return c / 255.0; + } + + void main() { + float value = ${f.texture2D}(X,TexCoords).r; + ${f.output} = encodeAsUint8(value); + }`,s={name:"Uint8Encode",inputTypes:[c.TextureType.unpacked],inputNames:["X"],output:{dims:h,type:a.tensor.type,textureType:c.TextureType.downloadUint8AsFloat},shaderSource:l,hasMain:!0};return p.executeProgram(s,[a.tensor])}},4909:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.tanh=n.tan=n.sqrt=n.sin=n.sigmoid=n.relu=n.not=n.neg=n.log=n.parseLeakyReluAttributes=n.leakyRelu=n.identity=n.floor=n.exp=n.parseEluAttributes=n.elu=n.cos=n.ceil=n.clipV11=n.parseClipAttributes=n.clip=n.atan=n.asin=n.acos=n.abs=n.glslTanh=n.glslTan=n.glslSqrt=n.glslSigmoid=n.glslRelu=n.glslSin=n.glslNot=n.glslNeg=n.glslLog=n.glslLeakyRelu=n.glslIdentity=n.glslClip=n.glslFloor=n.glslExp=n.glslElu=n.glslCos=n.glslCeil=n.glslAtan=n.glslAsin=n.glslAcos=n.glslAbs=void 0;const u=o(246),c=o(2517),p=o(8520),a=o(5060),h=o(2039);function f(){return L("abs")}function l(){return L("acos")}function s(){return L("asin")}function t(){return L("atan")}function e(){return L("ceil")}function r(){return L("cos")}function i(D){const j="elu";return{body:` + const float alpha = float(${D}); + + float ${j}_(float a) { + return a >= 0.0 ? a: (exp(a) - 1.0) * alpha; + } + vec4 ${j}_(vec4 v) { + return vec4(${j}_(v.x), ${j}_(v.y), ${j}_(v.z), ${j}_(v.w)); + } + `,name:j,type:p.FunctionType.ValueBased}}function d(){return L("exp")}function g(){return L("floor")}function m(D,j){const Q="clip";return{body:` + const float min = float(${D}); + const float max = float(${j}); + + float ${Q}_(float a) { + return clamp(a, min, max); + } + vec4 ${Q}_(vec4 v) { + return clamp(v, min, max); + } + `,name:Q,type:p.FunctionType.ValueBased}}function _(){const D="indentity";return{body:` + float ${D}_(float a) { + return a; + } + vec4 ${D}_(vec4 v) { + return v; + } + `,name:D,type:p.FunctionType.ValueBased}}function y(D){const j="leakyRelu";return{body:` + const float alpha = float(${D}); + + float ${j}_(float a) { + return a < 0.0 ? a * alpha : a; + } + vec4 ${j}_(vec4 v) { + return vec4(${j}_(v.x), ${j}_(v.y), ${j}_(v.z), ${j}_(v.w)); + } + `,name:j,type:p.FunctionType.ValueBased}}function w(){return L("log")}function v(){const D="neg";return{body:` + float ${D}_(float a) { + return -a; + } + vec4 ${D}_(vec4 v) { + return -v; + } + `,name:D,type:p.FunctionType.ValueBased}}function S(){const D="not";return{body:` + float ${D}_(float a) { + return float( ! bool(a) ); + } + bool ${D}_(bool a) { + return !a; + } + vec4 ${D}_(vec4 v) { + return vec4(!bool(v.x), !bool(v.y), !bool(v.z), !bool(v.w)); + } + bvec4 ${D}_(bvec4 v) { + return bvec4(!v.x, !v.y, !v.z, !v.w); + } + `,name:D,type:p.FunctionType.ValueBased}}function A(){return L("sin")}function O(){const D="relu";return{body:` + float ${D}_(float a) { + return max( a, 0.0 ); + } + vec4 ${D}_(vec4 v) { + return max( v, 0.0 ); + } + `,name:D,type:p.FunctionType.ValueBased}}function x(){const D="sigmoid";return{body:` + float ${D}_(float a) { + return 1.0 / (1.0 + exp(-a)); + } + vec4 ${D}_(vec4 v) { + return 1.0 / (1.0 + exp(-v)); + } + `,name:D,type:p.FunctionType.ValueBased}}function I(){return L("sqrt")}function N(){return L("tan")}function R(){const D="tanh";return{body:` + float ${D}_(float a) { + a = clamp(a, -10., 10.); + a = exp(2.*a); + return (a - 1.) / (a + 1.); + } + vec4 ${D}_(vec4 v) { + v = clamp(v, -10., 10.); + v = exp(2.*v); + return (v - 1.) / (v + 1.); + } + `,name:D,type:p.FunctionType.ValueBased}}function L(D){return{body:` + float ${D}_(float a) { + return ${D}(a); + } + vec4 ${D}_(vec4 v) { + return ${D}(v); + } + `,name:D,type:p.FunctionType.ValueBased}}n.glslAbs=f,n.glslAcos=l,n.glslAsin=s,n.glslAtan=t,n.glslCeil=e,n.glslCos=r,n.glslElu=i,n.glslExp=d,n.glslFloor=g,n.glslClip=m,n.glslIdentity=_,n.glslLeakyRelu=y,n.glslLog=w,n.glslNeg=v,n.glslNot=S,n.glslSin=A,n.glslRelu=O,n.glslSigmoid=x,n.glslSqrt=I,n.glslTan=N,n.glslTanh=R;const F=(D,j,Q,X)=>{const J=D.session.pack?h.TextureType.packed:h.TextureType.unpacked,ee={name:Q.name,inputTypes:[J],inputNames:["A"],cacheHint:X};return Object.assign(Object.assign({},ee),{get:()=>((ue,Ae,xe,oe)=>{const ye=ue.session.pack?h.TextureType.packed:h.TextureType.unpacked,be=(0,a.getGlsl)(ue.session.backend.glContext.version);return Object.assign(Object.assign({},Ae),{output:{dims:xe.dims,type:xe.type,textureType:ye},shaderSource:` + ${oe.body} + void main() { + vec4 v = ${be.texture2D}(A, TexCoords); + v = ${oe.name}_(v); + ${be.output} = v; + } + `,hasMain:!0})})(D,ee,j,Q)})};n.abs=(D,j)=>[D.run(F(D,j[0],f()),j)],n.acos=(D,j)=>[D.run(F(D,j[0],l()),j)],n.asin=(D,j)=>[D.run(F(D,j[0],s()),j)],n.atan=(D,j)=>[D.run(F(D,j[0],t()),j)],n.clip=(D,j,Q)=>[D.run(F(D,j[0],m(Q.min,Q.max),Q.cacheKey),j)],n.parseClipAttributes=D=>(0,u.createAttributeWithCacheKey)({min:D.attributes.getFloat("min",c.MIN_CLIP),max:D.attributes.getFloat("max",c.MAX_CLIP)}),n.clipV11=(D,j)=>{const Q=V(D,j);return(0,n.clip)(D,[j[0]],Q)};const V=(D,j)=>{if(j.length>=3&&(!D.session.isInitializer(j[1].dataId)||!D.session.isInitializer(j[2].dataId)))throw new Error("dynamic clip attributes are not allowed");const Q=j.length>=3?j[1].numberData[0]:c.MIN_CLIP,X=j.length>=3?j[2].numberData[0]:c.MAX_CLIP;return(0,u.createAttributeWithCacheKey)({min:Q,max:X})};n.ceil=(D,j)=>[D.run(F(D,j[0],e()),j)],n.cos=(D,j)=>[D.run(F(D,j[0],r()),j)],n.elu=(D,j,Q)=>[D.run(F(D,j[0],i(Q.alpha),Q.cacheKey),j)],n.parseEluAttributes=D=>(0,u.createAttributeWithCacheKey)({alpha:D.attributes.getFloat("alpha",1)}),n.exp=(D,j)=>[D.run(F(D,j[0],d()),j)],n.floor=(D,j)=>[D.run(F(D,j[0],g()),j)],n.identity=(D,j)=>[D.run(F(D,j[0],_()),j)],n.leakyRelu=(D,j,Q)=>[D.run(F(D,j[0],y(Q.alpha),Q.cacheKey),j)],n.parseLeakyReluAttributes=D=>(0,u.createAttributeWithCacheKey)({alpha:D.attributes.getFloat("alpha",.01)}),n.log=(D,j)=>[D.run(F(D,j[0],w()),j)],n.neg=(D,j)=>[D.run(F(D,j[0],v()),j)],n.not=(D,j)=>[D.run(F(D,j[0],S()),j)],n.relu=(D,j)=>[D.run(F(D,j[0],O()),j)],n.sigmoid=(D,j)=>[D.run(F(D,j[0],x()),j)],n.sin=(D,j)=>[D.run(F(D,j[0],A()),j)],n.sqrt=(D,j)=>[D.run(F(D,j[0],I()),j)],n.tan=(D,j)=>[D.run(F(D,j[0],N()),j)],n.tanh=(D,j)=>[D.run(F(D,j[0],R()),j)]},5611:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.createUnpackProgramInfoLoader=n.createUnpackProgramInfo=void 0;const u=o(5060),c=o(2039),p=o(9390),a=o(2827),h={name:"unpack",inputNames:["A"],inputTypes:[c.TextureType.packed]};n.createUnpackProgramInfo=(f,l)=>{const s=l.dims.length,t=(0,a.getChannels)("rc",s),e=t.slice(-2),r=(0,p.getCoordsDataType)(s),i=(0,a.unpackFromChannel)(),d=l.dims.length===0?"":function(_,y){if(_===1)return"rc";let w="";for(let v=0;v<_;v++)w+=y[v],v<_-1&&(w+=",");return w}(s,t),g=s<=1?"rc":`vec2(${e.join(",")})`,m=` + ${i} + void main() { + ${r} rc = getOutputCoords(); + + // Sample the texture with the coords to get the rgba channel value. + vec4 packedInput = getA(${d}); + + ${(0,u.getGlsl)(f.session.backend.glContext.version).output} = vec4(getChannel(packedInput, ${g}), 0, 0, 0); + } + `;return Object.assign(Object.assign({},h),{hasMain:!0,output:{dims:l.dims,type:l.type,textureType:c.TextureType.unpacked},shaderSource:m})},n.createUnpackProgramInfoLoader=(f,l)=>Object.assign(Object.assign({},h),{get:()=>(0,n.createUnpackProgramInfo)(f,l)})},8428:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.parseUnsqueezeAttributes=n.unsqueezeV13=n.unsqueeze=void 0;const u=o(2517);n.unsqueeze=(a,h,f)=>{c(h);const l=u.ShapeUtil.unsqueezeShape(h[0].dims,f);return[a.reshapeUnpacked(h[0],l)]},n.unsqueezeV13=(a,h)=>(p(h),(0,n.unsqueeze)(a,[h[0]],Array.from(h[1].integerData))),n.parseUnsqueezeAttributes=a=>a.attributes.getInts("axes");const c=a=>{if(!a||a.length!==1)throw new Error("Unsqueeze requires 1 input.");if(a[0].type==="string")throw new Error("invalid input tensor types.")},p=a=>{if(!a||a.length!==2)throw new Error("Unsqueeze requires 2 inputs.");if(a[1].type!=="int32")throw new Error("Invalid input type.")}},9793:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.scalesValidation=n.validateInputs=n.parseUpsampleAttributes=n.parseUpsampleAttributesV9=n.parseUpsampleAttributesV7=n.upsample=void 0;const u=o(246),c=o(5060),p=o(2039),a={name:"Upsample",inputNames:["X"],inputTypes:[p.TextureType.unpacked]};n.upsample=(f,l,s)=>((0,n.validateInputs)(l,s),[f.run(Object.assign(Object.assign({},a),{cacheHint:s.cacheKey,get:()=>h(f,l,s)}),l)]),n.parseUpsampleAttributesV7=f=>(0,n.parseUpsampleAttributes)(f,7),n.parseUpsampleAttributesV9=f=>(0,n.parseUpsampleAttributes)(f,9),n.parseUpsampleAttributes=(f,l)=>{const s=l>=10,t=f.attributes.getString("mode","nearest");if(t!=="nearest"&&t!=="linear"&&(l<11||t!=="cubic"))throw new Error(`unrecognized mode: ${t}`);let e=[];l<9&&(e=f.attributes.getFloats("scales"),(0,n.scalesValidation)(e,t,s));const r=f.attributes.getFloat("extrapolation_value",0),i=l>10?f.attributes.getString("coordinate_transformation_mode","half_pixel"):"asymmetric";if(["asymmetric","pytorch_half_pixel","tf_half_pixel_for_nn","align_corners","tf_crop_and_resize","half_pixel"].indexOf(i)===-1)throw new Error(`coordinate_transform_mode '${i}' is not supported`);const d=i==="tf_crop_and_resize",g=d,m=t==="nearest"&&l>=11?f.attributes.getString("nearest_mode","round_prefer_floor"):"";if(["round_prefer_floor","round_prefer_ceil","floor","ceil",""].indexOf(m)===-1)throw new Error(`nearest_mode '${m}' is not supported`);const _=f.attributes.getFloat("cubic_coeff_a",-.75),y=f.attributes.getInt("exclude_outside",0)!==0;if(y&&t!=="cubic")throw new Error("exclude_outside can be set to 1 only when mode is CUBIC.");const w=l<11||t==="nearest"&&i==="asymmetric"&&m==="floor";let v=0,S=0,A=0;return l>10?f.inputs.length>2?(v=1,S=2,A=3):(S=1,A=2):l===9&&(S=1),(0,u.createAttributeWithCacheKey)({opset:l,isResize:s,mode:t,scales:e,extrapolationValue:r,coordinateTransformMode:i,useExtrapolation:g,needRoiInput:d,nearestMode:m,cubicCoefficientA:_,excludeOutside:y,useNearest2xOptimization:w,roiInputIdx:v,scalesInputIdx:S,sizesInputIdx:A})};const h=(f,l,s)=>{const t=(0,c.getGlsl)(f.session.backend.glContext.version),[e,r]=f.calculateTextureWidthAndHeight(l[0].dims,p.TextureType.unpacked),i=l[0].dims.map((A,O)=>Math.floor(A*s.scales[O])),[d,g]=f.calculateTextureWidthAndHeight(i,p.TextureType.unpacked),m=i.length,_=new Array(m),y=new Array(m);let w=` + int output_pitches[${m}]; + int input_pitches[${m}]; + `;for(let A=m-1;A>=0;A--)_[A]=A===m-1?1:_[A+1]*i[A+1],y[A]=A===m-1?1:y[A+1]*l[0].dims[A+1],w+=` + output_pitches[${A}] = ${_[A]}; + input_pitches[${A}] = ${y[A]}; + `;const v=` + float getInputFloat(int index) { + vec2 coords = offsetToCoords(index, ${e}, ${r}); + float value = getColorAsFloat(${t.texture2D}(X, coords)); + return value; + } + `,S=s.mode==="nearest"?` + ${v} + float process(int indices[${m}]) { + int input_index = 0; + int output_index = coordsToOffset(TexCoords, ${d}, ${g}); + + ${w} + + int d, m; + for (int dim = 0; dim < ${m}; ++dim) { + d = output_index / output_pitches[dim]; + m = output_index - d * output_pitches[dim]; + output_index = m; + + if (scales[dim] != 1 && d > 0) { + int d2 = d / scales[dim]; + m = d - d2 * scales[dim]; + d = d2; + } + input_index += input_pitches[dim] * d; + } + + return getInputFloat(input_index); + }`:m===4?` + ${v} + float process(int indices[4]) { + int input_index = 0; + int output_index = coordsToOffset(TexCoords, ${d}, ${g}); + + ${w} + + int m; + int index_of_dim0, index_of_dim1, index_of_dim2, index_of_dim3; + index_of_dim0 = output_index / output_pitches[0]; + m = output_index - index_of_dim0 * output_pitches[0]; + index_of_dim1 = m / output_pitches[1]; + m = m - index_of_dim1 * output_pitches[1]; + index_of_dim2 = m / output_pitches[2]; + m = m - index_of_dim2 * output_pitches[2]; + index_of_dim3 = m; + + int index_of_input_dim2, index_of_input_dim3, x_offset, y_offset; + index_of_input_dim2 = index_of_dim2 / scales[2]; + y_offset = index_of_dim2 - index_of_input_dim2 * scales[2]; + index_of_input_dim3 = index_of_dim3 / scales[3]; + x_offset = index_of_dim3 - index_of_input_dim3 * scales[3]; + + input_index = index_of_dim0 * input_pitches[0] + + index_of_dim1 * input_pitches[1] + + index_of_input_dim2 * input_pitches[2] + + index_of_input_dim3; + + float x00 = getInputFloat(input_index); + float x10, x01, x11; + + bool end_of_dim2 = false; + if (index_of_input_dim2 == (${l[0].dims[2]} - 1)) { + // It's the end in dimension 2 + x01 = x00; + end_of_dim2 = true; + } else { + x01 = getInputFloat(input_index + input_pitches[2]); + } + + if (index_of_input_dim3 == (input_pitches[2] - 1)) { + // It's the end in dimension 3 + x10 = x00; + x11 = x01; + } + else { + x10 = getInputFloat(input_index + 1); + x11 = end_of_dim2 ? x10 : getInputFloat(input_index + input_pitches[2] + 1); + } + + float y0 = x00 + float(y_offset) * (x01 - x00) / float(scales[2]); + float y1 = x10 + float(y_offset) * (x11 - x10) / float(scales[2]); + return y0 + float(x_offset) * (y1 - y0) / float(scales[3]); + }`:` + ${v} + float process(int indices[2]) { + int input_index = 0; + int output_index = coordsToOffset(TexCoords, ${d}, ${g}); + + ${w} + + int m; + int index_of_dim0, index_of_dim1; + index_of_dim0 = output_index / output_pitches[0]; + m = output_index - index_of_dim0 * output_pitches[0]; + index_of_dim1 = m; + + int index_of_input_dim0, index_of_input_dim1, x_offset, y_offset; + index_of_input_dim0 = index_of_dim0 / scales[0]; + y_offset = index_of_dim0 - index_of_input_dim0 * scales[0]; + index_of_input_dim1 = index_of_dim1 / scales[1]; + x_offset = index_of_dim1 - index_of_input_dim1 * scales[1]; + + input_index = index_of_input_dim0 * input_pitches[0] + index_of_input_dim1; + + float x00 = getInputFloat(input_index); + float x10, x01, x11; + + bool end_of_dim0 = false; + if (index_of_input_dim0 == (${l[0].dims[0]} - 1)) { + // It's the end in dimension 0 + x01 = x00; + end_of_dim0 = true; + } else { + x01 = getInputFloat(input_index + input_pitches[0]); + } + + if (index_of_input_dim1 == (input_pitches[0] - 1)) { + // It's the end in dimension 1 + x10 = x00; + x11 = x01; + } + else { + x10 = getInputFloat(input_index + 1); + x11 = end_of_dim0 ? x10 : getInputFloat(input_index + input_pitches[0] + 1); + } + + float y0 = x00 + float(y_offset) * (x01 - x00) / float(scales[0]); + float y1 = x10 + float(y_offset) * (x11 - x10) / float(scales[0]); + return y0 + float(x_offset) * (y1 - y0) / float(scales[1]); + }`;return Object.assign(Object.assign({},a),{output:{dims:i,type:l[0].type,textureType:p.TextureType.unpacked},shaderSource:S,variables:[{name:"scales",type:"int",arrayLength:s.scales.length,data:s.scales.map(A=>Math.ceil(A))}]})};n.validateInputs=(f,l)=>{if(!f||l.opset<9&&f.length!==1||l.opset>=9&&l.opset<11&&f.length!==2||l.opset>=11&&f.length<2)throw new Error("invalid inputs.");if(l.scales.length>0&&f[0].dims.length!==l.scales.length)throw new Error("Invalid input shape.");if(f[0].type==="string")throw new Error("Invalid input tensor types.")},n.scalesValidation=(f,l,s)=>{if(s){for(const t of f)if(t<=0)throw new Error("Scale value should be greater than 0.")}else for(const t of f)if(t<1)throw new Error("Scale value should be greater than or equal to 1.");if(!(l!=="linear"&&l!=="cubic"||f.length===2||f.length===4&&f[0]===1&&f[1]===1))throw new Error(`'Linear' mode and 'Cubic' mode only support 2-D inputs ('Bilinear', 'Bicubic') or 4-D inputs with the corresponding outermost 2 scale values being 1 in the ${s?"Resize":"Upsample"} opeartor.`)}},1958:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.ProgramManager=void 0;const u=o(1670),c=o(6231),p=o(8879),a=o(5060);n.ProgramManager=class{constructor(h,f,l){this.profiler=h,this.glContext=f,this.textureLayoutStrategy=l,this.repo=new Map,this.attributesBound=!1}getArtifact(h){return this.repo.get(h)}setArtifact(h,f){this.repo.set(h,f)}run(h,f,l){var s;this.profiler.event("op",`ProgramManager.run ${(s=h.programInfo.name)!==null&&s!==void 0?s:"unknown kernel"}`,()=>{var t;const e=this.glContext.gl,r=h.program;e.useProgram(r);try{this.bindOutput(l),this.attributesBound||this.bindAttributes(h.attribLocations),this.bindUniforms(h.uniformLocations,(t=h.programInfo.variables)!==null&&t!==void 0?t:[],f)}catch(i){throw c.Logger.error("ProgramManager",h.programInfo.shaderSource),i}this.profiler.event("backend","GlContext.draw()",()=>{this.glContext.draw()})},this.glContext)}dispose(){this.vertexShader&&this.glContext.deleteShader(this.vertexShader),this.repo.forEach(h=>this.glContext.deleteProgram(h.program))}build(h,f,l){return this.profiler.event("backend","ProgramManager.build",()=>{const s=new p.GlslPreprocessor(this.glContext,h,f,l),t=s.preprocess(),e=this.compile(t);return{programInfo:h,program:e,uniformLocations:this.getUniformLocations(e,s.context.programInfo.inputNames,s.context.programInfo.variables),attribLocations:this.getAttribLocations(e)}})}compile(h){if(!this.vertexShader){c.Logger.verbose("ProrgramManager","Compiling and caching Vertex shader for the first time");const s=(0,a.getVertexShaderSource)(this.glContext.version);this.vertexShader=this.glContext.compileShader(s,this.glContext.gl.VERTEX_SHADER)}u.env.debug&&c.Logger.verbose("ProrgramManager",`FragShader: +${h} +`);const f=this.glContext.compileShader(h,this.glContext.gl.FRAGMENT_SHADER),l=this.glContext.createProgram(this.vertexShader,f);return this.glContext.deleteShader(f),l}bindOutput(h){const f=h.width,l=h.height;c.Logger.verbose("ProrgramManager",`Binding output texture to Framebuffer: w/h=${f}/${l}, shape=${h.shape}, type=${h.tensor.type}`),this.glContext.attachFramebuffer(h.texture,f,l)}bindAttributes(h){const f=h.position,l=h.textureCoord;this.glContext.setVertexAttributes(f,l),this.attributesBound=!0}bindUniforms(h,f,l){var s;const t=this.glContext.gl;let e=0;for(const{name:r,type:i,location:d,arrayLength:g}of h){const m=(s=f.find(_=>_.name===r))===null||s===void 0?void 0:s.data;if(i!=="sampler2D"&&!m)throw new Error(`variable '${r}' does not have data defined in program info`);switch(i){case"sampler2D":this.bindTexture(l[e],d,e),e++;break;case"float":g?t.uniform1fv(d,m):t.uniform1f(d,m);break;case"int":g?t.uniform1iv(d,m):t.uniform1i(d,m);break;default:throw new Error(`Uniform not implemented: ${i}`)}}}bindTexture(h,f,l){this.glContext.bindTextureToUniform(h.texture,l,f)}getAttribLocations(h){return{position:this.getAttribLocation(h,"position"),textureCoord:this.getAttribLocation(h,"textureCoord")}}getUniformLocations(h,f,l){const s=[];if(f)for(const t of f)s.push({name:t,type:"sampler2D",location:this.getUniformLocation(h,t)});if(l)for(const t of l)s.push(Object.assign(Object.assign({},t),{location:this.getUniformLocation(h,t.name)}));return s}getUniformLocation(h,f){const l=this.glContext.gl.getUniformLocation(h,f);if(l===null)throw new Error(`Uniform ${f} not found.`);return l}getAttribLocation(h,f){return this.glContext.gl.getAttribLocation(h,f)}}},6416:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.WebGLSessionHandler=void 0;const u=o(6231),c=o(1047),p=o(8316),a=o(1640),h=o(1958),f=o(7859),l=o(5702);n.WebGLSessionHandler=class{constructor(s,t){this.backend=s,this.context=t,this.layoutStrategy=new f.PreferLogicalStrategy(s.glContext.maxTextureSize),this.programManager=new h.ProgramManager(this.context.profiler,s.glContext,this.layoutStrategy),this.textureManager=new l.TextureManager(s.glContext,this.layoutStrategy,this.context.profiler,{reuseTextures:s.textureCacheMode==="full"}),this.packedTextureDataCache=new Map,this.unpackedTextureDataCache=new Map,this.pack=s.pack,this.pack2unpackMap=new Map,this.unpack2packMap=new Map}createInferenceHandler(){return new p.WebGLInferenceHandler(this)}onGraphInitialized(s){const t=s.getValues().filter(e=>e.from===-1&&e.tensor).map(e=>e.tensor.dataId);this.initializers=new Set(t)}isInitializer(s){return!!this.initializers&&this.initializers.has(s)}addInitializer(s){this.initializers.add(s)}getTextureData(s,t){return t?this.packedTextureDataCache.get(s):this.unpackedTextureDataCache.get(s)}setTextureData(s,t,e=!1){u.Logger.verbose("WebGLSessionHandler","Storing Texture data in cache"),e?this.packedTextureDataCache.set(s,t):this.unpackedTextureDataCache.set(s,t)}dispose(){this.programManager.dispose(),this.textureManager.clearActiveTextures(),this.packedTextureDataCache.forEach(s=>this.textureManager.releaseTexture(s,!0)),this.packedTextureDataCache=new Map,this.unpackedTextureDataCache.forEach(s=>this.textureManager.releaseTexture(s,!0)),this.unpackedTextureDataCache=new Map}resolve(s,t,e){const r=(0,c.resolveOperator)(s,t,a.WEBGL_OP_RESOLVE_RULES);return{impl:r.opImpl,context:r.opInit?r.opInit(s,e):s}}}},7769:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.Uint8DataEncoder=n.RGBAFloatDataEncoder=n.RedFloat32DataEncoder=void 0;const u=o(6231);n.RedFloat32DataEncoder=class{constructor(c,p=1){if(p===1)this.internalFormat=c.R32F,this.format=c.RED,this.textureType=c.FLOAT,this.channelSize=p;else{if(p!==4)throw new Error(`Invalid number of channels: ${p}`);this.internalFormat=c.RGBA32F,this.format=c.RGBA,this.textureType=c.FLOAT,this.channelSize=p}}encode(c,p){let a,h;return c.constructor!==Float32Array&&(u.Logger.warning("Encoder","data was not of type Float32; creating new Float32Array"),h=new Float32Array(c)),p*this.channelSize>c.length?(u.Logger.warning("Encoder","Source data too small. Allocating larger array"),h=c,a=this.allocate(p*this.channelSize),h.forEach((f,l)=>a[l]=f)):(h=c,a=h),a}allocate(c){return new Float32Array(4*c)}decode(c,p){return this.channelSize===1?c.filter((a,h)=>h%4==0).subarray(0,p):c.subarray(0,p)}},n.RGBAFloatDataEncoder=class{constructor(c,p=1,a){if(p!==1&&p!==4)throw new Error(`Invalid number of channels: ${p}`);this.internalFormat=c.RGBA,this.format=c.RGBA,this.channelSize=p,this.textureType=a||c.FLOAT}encode(c,p){let a=c;return this.channelSize===1&&(u.Logger.verbose("Encoder","Exploding into a larger array"),a=this.allocate(p),c.forEach((h,f)=>a[4*f]=h)),a}allocate(c){return new Float32Array(4*c)}decode(c,p){return this.channelSize===1?c.filter((a,h)=>h%4==0).subarray(0,p):c.subarray(0,p)}},n.Uint8DataEncoder=class{constructor(c,p=1){if(this.channelSize=4,p===1)this.internalFormat=c.ALPHA,this.format=c.ALPHA,this.textureType=c.UNSIGNED_BYTE,this.channelSize=p;else{if(p!==4)throw new Error(`Invalid number of channels: ${p}`);this.internalFormat=c.RGBA,this.format=c.RGBA,this.textureType=c.UNSIGNED_BYTE,this.channelSize=p}}encode(c,p){return new Uint8Array(c.buffer,c.byteOffset,c.byteLength)}allocate(c){return new Uint8Array(c*this.channelSize)}decode(c,p){if(c instanceof Uint8Array)return c.subarray(0,p);throw new Error(`Invalid array type: ${c.constructor}`)}}},7859:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.getBatchDim=n.sizeToSquarishShape=n.getRowsCols=n.sizeFromShape=n.isInt=n.parseAxisParam=n.squeezeShape=n.PreferLogicalStrategy=n.AlwaysKeepOriginalSizeStrategy=void 0;const u=o(6231),c=o(2517);function p(s,t){const e=[],r=[],i=t!=null&&Array.isArray(t)&&t.length===0,d=t==null||i?null:a(t,s).sort();let g=0;for(let m=0;mm)&&s[m]===1&&(e.push(s[m]),r.push(m)),d[g]<=m&&g++}s[m]!==1&&(e.push(s[m]),r.push(m))}return{newShape:e,keptDims:r}}function a(s,t){const e=t.length;return s=s==null?t.map((r,i)=>i):[].concat(s),(0,c.assert)(s.every(r=>r>=-e&&r`All values in axis param must be in range [-${e}, ${e}) but got axis ${s}`),(0,c.assert)(s.every(h),()=>`All values in axis param must be integers but got axis ${s}`),s.map(r=>r<0?e+r:r)}function h(s){return s%1==0}function f(s){if(s.length===0)return 1;let t=s[0];for(let e=1;e=s.length?1:s.slice(t.breakAxis).reduce((m,_)=>m*_),g=t.breakAxis<=0?1:s.slice(0,t.breakAxis).reduce((m,_)=>m*_);if(!(d>e||g>e))return[d,g];u.Logger.verbose("TextureLayout",`Given width/height preferences were unattainable: shape:${s}, breakAxis:${t.breakAxis}`)}const r=s.reduce((d,g)=>d*g);let i=Math.floor(Math.sqrt(r));for(;i=e||r%i!=0)throw new Error(`The given dimensions are outside this GPU's boundaries: ${s}`);return[i,r/i]}},n.PreferLogicalStrategy=class{constructor(s){this.maxTextureSize=s}computeTextureWH(s,t){const e=this.computeTexture(s,t);return t&&t.isPacked&&(e[0]/=2,e[1]/=2),t&&t.reverseWH?[e[1],e[0]]:e}computeTexture(s,t){const e=t&&t.isPacked;if(s.length===0)return e?[2,2]:[1,1];let r=this.maxTextureSize;if(t&&t.breakAxis!==void 0){const g=t.breakAxis>=s.length?1:s.slice(t.breakAxis).reduce((_,y)=>_*y),m=t.breakAxis<=0?1:s.slice(0,t.breakAxis).reduce((_,y)=>_*y);if(!(g>r||m>r))return[g,m];u.Logger.verbose("TextureLayout",`Given width/height preferences were unattainable: shape:${s}, breakAxis:${t.breakAxis}`)}let i=s.slice(0);e&&(r*=2,i=i.map((g,m)=>m>=i.length-2?i[m]%2==0?i[m]:i[m]+1:i[m]),i.length===1&&(i=[2,i[0]])),i.length!==2&&(i=p(i).newShape);const d=f(i);return i.length<=1&&d<=r?[1,d]:i.length===2&&i[0]<=r&&i[1]<=r?i:i.length===3&&i[0]*i[1]<=r&&i[2]<=r?[i[0]*i[1],i[2]]:i.length===3&&i[0]<=r&&i[1]*i[2]<=r?[i[0],i[1]*i[2]]:i.length===4&&i[0]*i[1]*i[2]<=r&&i[3]<=r?[i[0]*i[1]*i[2],i[3]]:i.length===4&&i[0]<=r&&i[1]*i[2]*i[3]<=r?[i[0],i[1]*i[2]*i[3]]:e?l(d/4).map(g=>2*g):l(d)}},n.squeezeShape=p,n.parseAxisParam=a,n.isInt=h,n.sizeFromShape=f,n.getRowsCols=function(s){if(s.length===0)throw Error("Cannot get rows and columns of an empty shape array.");return[s.length>1?s[s.length-2]:1,s[s.length-1]]},n.sizeToSquarishShape=l,n.getBatchDim=function(s,t=2){return f(s.slice(0,s.length-t))}},4057:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.createTextureLayoutFromShape=n.calculateTextureWidthAndHeight=n.createTextureLayoutFromTextureType=void 0;const u=o(2517),c=o(2039);n.createTextureLayoutFromTextureType=(p,a,h)=>{const f=h===c.TextureType.unpacked||h===c.TextureType.unpackedReversed?1:4,l=h===c.TextureType.packed,s=h===c.TextureType.unpackedReversed||h===c.TextureType.packed,t=h===c.TextureType.packedLastDimension?a.length-1:void 0,e=h===c.TextureType.packedLastDimension?a.map((r,i)=>i===a.length-1?4*r:r):void 0;return(0,n.createTextureLayoutFromShape)(p,a,f,e,{isPacked:l,reverseWH:s,breakAxis:t})},n.calculateTextureWidthAndHeight=(p,a,h)=>{const f=(0,n.createTextureLayoutFromTextureType)(p,a,h);return[f.width,f.height]},n.createTextureLayoutFromShape=(p,a,h=1,f,l)=>{const s=!(!l||!l.isPacked),[t,e]=p.computeTextureWH(s&&f||a,l),r=a.length;let i=a.slice(0);if(r===0&&(i=[1]),h===1)f=a;else if(s){if(h!==4)throw new Error("a packed texture must be 4-channel");f=a,r>0&&(i[r-1]=Math.ceil(i[r-1]/2)),r>1&&(i[r-2]=Math.ceil(i[r-2]/2))}else if(!f)throw new Error("Unpacked shape is needed when using channels > 1");return{width:t,height:e,channels:h,isPacked:s,shape:i,strides:u.ShapeUtil.computeStrides(i),unpackedShape:f,reversedWH:l&&l.reverseWH}}},5702:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.TextureManager=void 0;const u=o(6231);n.TextureManager=class{constructor(c,p,a,h){this.glContext=c,this.layoutStrategy=p,this.profiler=a,this.config=h,this.pendingRead=new Map,h.reuseTextures&&(this.inUseTextures=new Map,this.idleTextures=new Map,this.textureLookup=new Map)}createTextureFromLayout(c,p,a,h){const f=this.toEncoderType(c),l=this.glContext.getEncoder(f,p.channels||1,h);if(p.isPacked&&h===1)throw new Error("not implemented");const s=p.width,t=p.height;let e,r;if(this.config.reuseTextures){e=`${s}x${t}_${l.format}_${l.internalFormat}_${l.textureType}`,r=this.inUseTextures.get(e),r||(r=[],this.inUseTextures.set(e,r));const d=this.idleTextures.get(e);if(d&&d.length>0){const g=d.pop();return r.push(g),h===1&&this.glContext.updateTexture(g,s,t,l,this.toTextureData(c,a)),g}}u.Logger.verbose("TextureManager",`Creating new texture of size ${p.width}x${p.height}`);const i=this.glContext.allocateTexture(s,t,l,this.toTextureData(c,a));return this.config.reuseTextures&&(r.push(i),this.textureLookup.set(i,e)),i}readTexture(c,p,a){return a||(a=1),this.profiler.event("backend","TextureManager.readTexture",()=>{const h=c.shape.reduce((l,s)=>l*s)*a,f=this.glContext.readTexture(c.texture,c.width,c.height,h,this.toEncoderType(p),a);return this.toTensorData(p,f)})}async readTextureAsync(c,p,a){const h=c.tensor.dataId;if(a||(a=1),this.pendingRead.has(h)){const f=this.pendingRead.get(h);return new Promise(l=>f==null?void 0:f.push(l))}return this.profiler.event("backend","TextureManager.readTextureAsync",async()=>{this.pendingRead.set(h,[]);const f=c.shape.reduce((e,r)=>e*r)*a;await this.glContext.createAndWaitForFence();const l=this.glContext.readTexture(c.texture,c.width,c.height,f,this.toEncoderType(p),a),s=this.toTensorData(p,l),t=this.pendingRead.get(h);return this.pendingRead.delete(h),t==null||t.forEach(e=>e(s)),s})}readUint8TextureAsFloat(c){return this.profiler.event("backend","TextureManager.readUint8TextureAsFloat",()=>{const p=c.shape.reduce((h,f)=>h*f),a=this.glContext.readTexture(c.texture,c.width,c.height,4*p,"byte",4);return new Float32Array(a.buffer,a.byteOffset,p)})}releaseTexture(c,p){let a;if(this.config.reuseTextures&&(a=this.textureLookup.get(c.texture),a)){p&&this.textureLookup.delete(a);const h=this.inUseTextures.get(a);if(h){const f=h.indexOf(c.texture);if(f!==-1){h.splice(f,1);let l=this.idleTextures.get(a);l||(l=[],this.idleTextures.set(a,l)),l.push(c.texture)}}}a&&!p||(u.Logger.verbose("TextureManager",`Deleting texture of size ${c.width}x${c.height}`),this.glContext.deleteTexture(c.texture))}toTensorData(c,p){switch(c){case"int16":return p instanceof Int16Array?p:Int16Array.from(p);case"int32":return p instanceof Int32Array?p:Int32Array.from(p);case"int8":return p instanceof Int8Array?p:Int8Array.from(p);case"uint16":return p instanceof Uint16Array?p:Uint16Array.from(p);case"uint32":return p instanceof Uint32Array?p:Uint32Array.from(p);case"uint8":case"bool":return p instanceof Uint8Array?p:Uint8Array.from(p);case"float32":return p instanceof Float32Array?p:Float32Array.from(p);case"float64":return p instanceof Float64Array?p:Float64Array.from(p);default:throw new Error(`TensorData type ${c} is not supported`)}}toTextureData(c,p){if(p)return p instanceof Float32Array?p:new Float32Array(p)}toEncoderType(c){return"float"}clearActiveTextures(){this.glContext.clearActiveTextures()}}},2039:(b,n)=>{var o;Object.defineProperty(n,"__esModule",{value:!0}),n.TextureType=void 0,(o=n.TextureType||(n.TextureType={}))[o.unpacked=0]="unpacked",o[o.unpackedReversed=1]="unpackedReversed",o[o.packed=2]="packed",o[o.downloadUint8AsFloat=3]="downloadUint8AsFloat",o[o.packedLastDimension=4]="packedLastDimension"},9390:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.getGlChannels=n.getCoordsDataType=n.getSqueezedParams=n.squeezeInputShape=n.generateShaderFuncNameFromInputSamplerNameAtOutCoords=n.generateShaderFuncNameFromInputSamplerName=n.repeatedTry=n.getPackedShape=void 0;const u=o(2517);n.getPackedShape=function(c){const p=c.length;return c.slice(0,p-1).concat(c[p-1]/4)},n.repeatedTry=async function(c,p=h=>0,a){return new Promise((h,f)=>{let l=0;const s=()=>{if(c())return void h();l++;const t=p(l);a!=null&&l>=a?f():setTimeout(s,t)};s()})},n.generateShaderFuncNameFromInputSamplerName=function(c){return(0,u.assert)(c!==void 0&&c.length!==0,()=>"empty string found for sampler name"),"get"+c.charAt(0).toUpperCase()+c.slice(1)},n.generateShaderFuncNameFromInputSamplerNameAtOutCoords=function(c){return(0,u.assert)(c!==void 0&&c.length!==0,()=>"empty string found for sampler name"),"get"+c.charAt(0).toUpperCase()+c.slice(1)+"AtOutCoords"},n.squeezeInputShape=function(c,p){let a=JSON.parse(JSON.stringify(c));return a=p,a},n.getSqueezedParams=function(c,p){return p.map(a=>c[a]).join(", ")},n.getCoordsDataType=function(c){if(c<=1)return"int";if(c===2)return"ivec2";if(c===3)return"ivec3";if(c===4)return"ivec4";if(c===5)return"ivec5";if(c===6)return"ivec6";throw Error(`GPU for rank ${c} is not yet supported`)},n.getGlChannels=function(c=6){return["x","y","z","w","u","v"].slice(0,c)}},7305:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.createNewWebGLContext=n.createWebGLContext=void 0;const u=o(6231),c=o(1713),p={};function a(h){const f=function(){if(typeof document>"u"){if(typeof OffscreenCanvas>"u")throw new TypeError("failed to create canvas: OffscreenCanvas is not supported");return new OffscreenCanvas(1,1)}const t=document.createElement("canvas");return t.width=1,t.height=1,t}();let l;const s={alpha:!1,depth:!1,antialias:!1,stencil:!1,preserveDrawingBuffer:!1,premultipliedAlpha:!1,failIfMajorPerformanceCaveat:!1};if((!h||h==="webgl2")&&(l=f.getContext("webgl2",s),l))try{return new c.WebGLContext(l,2)}catch(t){u.Logger.warning("GlContextFactory",`failed to create WebGLContext using contextId 'webgl2'. Error: ${t}`)}if((!h||h==="webgl")&&(l=f.getContext("webgl",s)||f.getContext("experimental-webgl",s),l))try{return new c.WebGLContext(l,1)}catch(t){u.Logger.warning("GlContextFactory",`failed to create WebGLContext using contextId 'webgl' or 'experimental-webgl'. Error: ${t}`)}throw new Error("WebGL is not supported")}n.createWebGLContext=function h(f){let l;f&&f!=="webgl2"||!("webgl2"in p)?f&&f!=="webgl"||!("webgl"in p)||(l=p.webgl):l=p.webgl2,l=l||a(f),f=f||l.version===1?"webgl":"webgl2";const s=l.gl;return p[f]=l,s.isContextLost()?(delete p[f],h(f)):(s.disable(s.DEPTH_TEST),s.disable(s.STENCIL_TEST),s.disable(s.BLEND),s.disable(s.DITHER),s.disable(s.POLYGON_OFFSET_FILL),s.disable(s.SAMPLE_COVERAGE),s.enable(s.SCISSOR_TEST),s.enable(s.CULL_FACE),s.cullFace(s.BACK),l)},n.createNewWebGLContext=a},1713:function(b,n,o){var u=this&&this.__createBinding||(Object.create?function(s,t,e,r){r===void 0&&(r=e);var i=Object.getOwnPropertyDescriptor(t,e);i&&!("get"in i?!t.__esModule:i.writable||i.configurable)||(i={enumerable:!0,get:function(){return t[e]}}),Object.defineProperty(s,r,i)}:function(s,t,e,r){r===void 0&&(r=e),s[r]=t[e]}),c=this&&this.__setModuleDefault||(Object.create?function(s,t){Object.defineProperty(s,"default",{enumerable:!0,value:t})}:function(s,t){s.default=t}),p=this&&this.__importStar||function(s){if(s&&s.__esModule)return s;var t={};if(s!=null)for(var e in s)e!=="default"&&Object.prototype.hasOwnProperty.call(s,e)&&u(t,s,e);return c(t,s),t};Object.defineProperty(n,"__esModule",{value:!0}),n.WebGLContext=n.linearSearchLastTrue=void 0;const a=o(1670),h=p(o(7769)),f=o(9390);function l(s){let t=0;for(;tthis.isTimerResultAvailable(s)),this.getTimerResult(s)}async createAndWaitForFence(){const s=this.createFence(this.gl);return this.pollFence(s)}createFence(s){let t;const e=s,r=e.fenceSync(e.SYNC_GPU_COMMANDS_COMPLETE,0);return s.flush(),t=r===null?()=>!0:()=>{const i=e.clientWaitSync(r,0,0);return i===e.ALREADY_SIGNALED||i===e.CONDITION_SATISFIED},{query:r,isFencePassed:t}}async pollFence(s){return new Promise(t=>{this.addItemToPoll(()=>s.isFencePassed(),()=>t())})}pollItems(){const s=l(this.itemsToPoll.map(t=>t.isDoneFn));for(let t=0;t<=s;++t){const{resolveFn:e}=this.itemsToPoll[t];e()}this.itemsToPoll=this.itemsToPoll.slice(s+1)}async addItemToPoll(s,t){this.itemsToPoll.push({isDoneFn:s,resolveFn:t}),this.itemsToPoll.length>1||await(0,f.repeatedTry)(()=>(this.pollItems(),this.itemsToPoll.length===0))}}},1036:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.ExecutionPlan=void 0;const u=o(6231);class c{constructor(a,h){this.op=a,this.node=h}}n.ExecutionPlan=class{constructor(p,a,h){this.graph=p,this.profiler=h,this.initialize(a)}initialize(p){this.profiler.event("session","ExecutionPlan.initialize",()=>{const a=this.graph.getNodes();if(a.length!==p.length)throw new Error("The size of nodes and OPs do not match.");this._ops=p.map((h,f)=>new c(h,a[f])),this.reset(),this._starter=[],this._ops.forEach((h,f)=>{let l=!0;for(const s of h.node.inputs)if(!this._values[s]&&this.graph.getInputIndices().indexOf(s)===-1){l=!1;break}l&&this._starter.push(f)})})}reset(){this._values=this.graph.getValues().map(p=>p.tensor)}async execute(p,a){return this.profiler.event("session","ExecutionPlan.execute",async()=>{this.reset();const h=p.createInferenceHandler(),f=this.graph.getInputIndices();if(a.length!==f.length)throw new Error(`number of input tensors don't match the number of inputs to the model: actual: ${a.length} expected: ${f.length}`);a.forEach((i,d)=>{const g=f[d];this._values[g]=i});const l=this._starter.slice(0),s=this.graph.getValues(),t=this.graph.getNodes();let e=0;for(;ethis._values[w]);if(g.indexOf(void 0)!==-1)throw new Error(`unresolved input detected: op: ${d.node}`);const m=g;u.Logger.verbose("ExecPlan",`Runing op:${d.node.name} (${m.map((w,v)=>`'${d.node.inputs[v]}': ${w.type}[${w.dims.join(",")}]`).join(", ")})`);const _=await this.profiler.event("node",d.node.name,async()=>d.op.impl(h,m,d.op.context));if(_.length!==d.node.outputs.length)throw new Error("the size of output does not match model definition.");_.forEach((w,v)=>{const S=d.node.outputs[v];if(this._values[S])throw new Error(`output [${S}] already has value: op:${d.node.name}`);this._values[S]=w});const y=new Set;_.forEach((w,v)=>{const S=d.node.outputs[v];for(const A of s[S].to){const O=t[A];let x=!0;for(const I of O.inputs)if(!this._values[I]){x=!1;break}x&&y.add(A)}}),l.push(...y)}const r=[];for(let i=0;i{Object.defineProperty(n,"__esModule",{value:!0}),n.Graph=void 0;const u=o(1446),c=o(7778),p=o(9395),a=o(9162),h=o(2517);var f=p.onnxruntime.experimental.fbs;n.Graph={from:(e,r)=>new t(e,r)};class l{constructor(r){this._from=void 0,this._to=[],this.tensor=void 0,this.type=void 0,r&&(this.type=h.ProtoUtil.tensorValueTypeFromProto(r.type.tensorType))}get from(){return this._from}get to(){return this._to}}class s{constructor(r,i){r instanceof u.onnx.NodeProto?(this.name=r.name,this.opType=r.opType,this.attributes=new c.Attribute(r.attribute)):r instanceof f.Node&&(this.name=i??r.name(),this.opType=r.opType(),this.attributes=new c.Attribute(h.ProtoUtil.tensorAttributesFromORTFormat(r))),this.inputs=[],this.outputs=[],this.executeNode=!0}}class t{constructor(r,i){if(!r)throw new TypeError("graph is empty");this.buildGraph(r),this.transformGraph(i),this.checkIsAcyclic()}getInputIndices(){return this._allInputIndices}getInputNames(){return this._allInputNames}getOutputIndices(){return this._allOutputIndices}getOutputNames(){return this._allOutputNames}getValues(){return this._allData}getNodes(){return this._nodes}buildGraph(r){if(r instanceof u.onnx.GraphProto)this.buildGraphFromOnnxFormat(r);else{if(!(r instanceof f.Graph))throw new TypeError("Graph type is not supported.");this.buildGraphFromOrtFormat(r)}}buildGraphFromOnnxFormat(r){const i=new Map;this._allData=[],this._allInputIndices=[],this._allInputNames=[],this._allOutputIndices=[],this._allOutputNames=[],this._nodes=[];const d=new Map;if(!r.input)throw new Error("missing information in graph: input");const g=[];for(const m of r.input){if(i.has(m.name))throw new Error(`duplicated input name: ${m.name}`);const _=this._allData.push(new l(m))-1;i.set(m.name,_),g.push(m.name)}if(!r.initializer)throw new Error("missing information in graph: initializer");for(const m of r.initializer){let _=i.get(m.name);if(_===void 0){const y=new l;y.type={shape:{dims:h.ProtoUtil.tensorDimsFromProto(m.dims)},tensorType:h.ProtoUtil.tensorDataTypeFromProto(m.dataType)},_=this._allData.push(y)-1,i.set(m.name,_)}this._allData[_]._from=-1,this._allData[_].tensor=a.Tensor.fromProto(m)}for(let m=0;m{this._allData[g]._to.forEach(m=>{r.add(m)})});const i=Array.from(r),d=new Array(this._nodes.length).fill("white");for(;i.length>0;){const g=i.pop();d[g]==="gray"?d[g]="black":(i.push(g),d[g]="gray",this._nodes[g].outputs.forEach(m=>{const _=this._allData[m];if(_.tensor!==void 0)throw new Error("node outputs should not be initialized");if(_._from!==g)throw new Error("from property of the Value object doesn't match index of Node being processed");_._to.forEach(y=>{if(d[y]==="gray")throw new Error("model graph is cyclic");d[y]==="white"&&i.push(y)})}))}}transformGraph(r){this.removeAllIdentityNodes(),this.removeAllDropoutNodes(),this.fuseConvActivationNodes(),r&&r.transformGraph(this),this.finalizeGraph()}finalizeGraph(){let r=0;for(let i=0;i0&&(this._nodes[i].inputs.forEach(d=>{const g=this._allData[d]._to.indexOf(i+r);g!==-1&&(this._allData[d]._to[g]=i)}),this._nodes[i].outputs.forEach(d=>{this._allData[d]._from&&this._allData[d]._from===i+r&&(this._allData[d]._from=i)})):(r++,this._nodes[i].outputs.forEach(d=>{this._allData[d]._from=-2}),this._nodes.splice(i,1),i--);r=0;for(let i=0;i0){let d=-1;this._allData[i].from!==void 0&&this._allData[i].from!==-1?(d=this._nodes[this._allData[i].from].outputs.indexOf(i+r),d!==-1&&(this._nodes[this._allData[i].from].outputs[d]=i)):(d=this._allInputIndices.indexOf(i+r),d!==-1&&(this._allInputIndices[d]=i)),this._allData[i].to.forEach(g=>{d=this._nodes[g].inputs.indexOf(i+r),d!==-1&&(this._nodes[g].inputs[d]=i)}),this._allData[i].to.length===0&&(d=this._allOutputIndices.indexOf(i+r),d!==-1&&(this._allOutputIndices[d]=i))}}else r++,this._allData.splice(i,1),i--}deleteNode(r){const i=this._nodes[r];if(i.outputs.length>1){for(let w=1;w0)throw new Error("Node deletion with more than one output connected to other nodes is not supported. ")}i.executeNode=!1;const d=i.inputs[0],g=i.outputs[0],m=this._allData[g].to,_=this._allData[d].to.indexOf(r);if(_===-1)throw new Error("The Value object doesn't have the current Node in it's 'to' property ");this._allData[d].to.splice(_,1),this._allData[g]._to=[];const y=this._allOutputIndices.indexOf(g);if(y!==-1&&(this._allOutputIndices[y]=d),m&&m.length>0)for(const w of m){const v=this._nodes[w].inputs.indexOf(g);if(v===-1)throw new Error("The Node object doesn't have the output Value in it's 'inputs' property ");this._nodes[w].inputs[v]=d,this._allData[d].to.push(w)}}removeAllDropoutNodes(){let r=0;for(const i of this._nodes){if(i.opType==="Dropout"){if(i.inputs.length!==1)throw new Error("Dropout nodes should only contain one input. ");if(i.outputs.length!==1&&i.outputs.length!==2)throw new Error("Dropout nodes should contain either 1 or 2 output(s)");if(i.outputs.length===2&&this._allData[i.outputs[1]]._to.length!==0)throw new Error("Dropout nodes's second output should not be referenced by other nodes");this.deleteNode(r)}r++}}removeAllIdentityNodes(){let r=0;for(const i of this._nodes)i.opType==="Identity"&&this.deleteNode(r),r++}isActivation(r){switch(r.opType){case"Relu":case"Sigmoid":case"Clip":return!0;default:return!1}}fuseConvActivationNodes(){for(const r of this._nodes)if(r.opType==="Conv"){const i=this._allData[r.outputs[0]]._to;if(i.length===1&&this.isActivation(this._nodes[i[0]])){const d=this._nodes[i[0]];if(d.opType==="Clip")if(d.inputs.length===1)try{r.attributes.set("activation_params","floats",[d.attributes.getFloat("min"),d.attributes.getFloat("max")])}catch{r.attributes.set("activation_params","floats",[h.MIN_CLIP,h.MAX_CLIP])}else{if(!(d.inputs.length>=3&&this._allData[d.inputs[1]].tensor!==void 0&&this._allData[d.inputs[2]].tensor!==void 0))continue;r.attributes.set("activation_params","floats",[this._allData[d.inputs[1]].tensor.floatData[0],this._allData[d.inputs[2]].tensor.floatData[0]])}r.attributes.set("activation","string",d.opType),this.deleteNode(i[0])}}}}},6231:(b,n)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.now=n.Profiler=n.Logger=void 0;const o={verbose:1e3,info:2e3,warning:4e3,error:5e3,fatal:6e3},u={none:new class{log(s,t,e){}},console:new class{log(s,t,e){console.log(`${this.color(s)} ${e?"\x1B[35m"+e+"\x1B[0m ":""}${t}`)}color(s){switch(s){case"verbose":return"\x1B[34;40mv\x1B[0m";case"info":return"\x1B[32mi\x1B[0m";case"warning":return"\x1B[30;43mw\x1B[0m";case"error":return"\x1B[31;40me\x1B[0m";case"fatal":return"\x1B[101mf\x1B[0m";default:throw new Error(`unsupported severity: ${s}`)}}}},c={provider:"console",minimalSeverity:"warning",logDateTime:!0,logSourceLocation:!1};let p={"":c};function a(s,t,e,r){if(t===void 0)return i=s,{verbose:a.verbose.bind(null,i),info:a.info.bind(null,i),warning:a.warning.bind(null,i),error:a.error.bind(null,i),fatal:a.fatal.bind(null,i)};if(e===void 0)h(s,t);else if(typeof e=="number"&&r===void 0)h(s,t);else if(typeof e=="string"&&r===void 0)h(s,e,0,t);else{if(typeof e!="string"||typeof r!="number")throw new TypeError("input is valid");h(s,e,0,t)}var i}function h(s,t,e,r){const i=p[r||""]||p[""];o[s]{g.then(async y=>{i&&await i.end(),m(y)},async y=>{i&&await i.end(),_(y)})});if(!d&&i){const m=i.end();if(m&&typeof m.then=="function")return new Promise((_,y)=>{m.then(()=>{_(g)},w=>{y(w)})})}return g}begin(s,t,e){if(!this._started)throw new Error("profiler is not started yet");if(e===void 0){const r=(0,n.now)();return this.flush(r),new f(s,t,r,i=>this.endSync(i))}{const r=e.beginTimer();return new f(s,t,0,async i=>this.end(i),r,e)}}async end(s){const t=await s.checkTimer();this._timingEvents.length=this._flushBatchSize||s-this._flushTime>=this._flushIntervalInMilliseconds){for(const t=this._flushPointer;this._flushPointerperformance.now():Date.now},2644:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.Model=void 0;const u=o(5686),c=o(1446),p=o(7070),a=o(9395),h=o(2517);var f=a.onnxruntime.experimental.fbs;n.Model=class{constructor(){}load(l,s,t){if(!t)try{return void this.loadFromOnnxFormat(l,s)}catch(e){if(t!==void 0)throw e}this.loadFromOrtFormat(l,s)}loadFromOnnxFormat(l,s){const t=c.onnx.ModelProto.decode(l);if(h.LongUtil.longToNumber(t.irVersion)<3)throw new Error("only support ONNX model with IR_VERSION>=3");this._opsets=t.opsetImport.map(e=>({domain:e.domain,version:h.LongUtil.longToNumber(e.version)})),this._graph=p.Graph.from(t.graph,s)}loadFromOrtFormat(l,s){const t=new u.flatbuffers.ByteBuffer(l),e=f.InferenceSession.getRootAsInferenceSession(t).model();if(h.LongUtil.longToNumber(e.irVersion())<3)throw new Error("only support ONNX model with IR_VERSION>=3");this._opsets=[];for(let r=0;r{Object.defineProperty(n,"__esModule",{value:!0}),n.FLOAT_TYPES=n.INT_TYPES=n.NUMBER_TYPES=void 0,n.NUMBER_TYPES=["float32","float64","int32","int16","int8","uint16","uint32","uint8"],n.INT_TYPES=["int32","int16","int8","uint16","uint32","uint8"],n.FLOAT_TYPES=["float32","float64"]},1047:(b,n)=>{function o(u,c){if(c.endsWith("+")){const p=Number.parseInt(c.substring(0,c.length-1),10);return!isNaN(p)&&p<=u}if(c.split("-").length===2){const p=c.split("-"),a=Number.parseInt(p[0],10),h=Number.parseInt(p[1],10);return!isNaN(a)&&!isNaN(h)&&a<=u&&u<=h}return Number.parseInt(c,10)===u}Object.defineProperty(n,"__esModule",{value:!0}),n.resolveOperator=void 0,n.resolveOperator=function(u,c,p){for(const a of p){const h=a[0],f=a[1],l=a[2],s=a[3],t=a[4];if(u.opType===h){for(const e of c)if((e.domain===f||e.domain==="ai.onnx"&&f==="")&&o(e.version,l))return{opImpl:s,opInit:t}}}throw new TypeError(`cannot resolve operator '${u.opType}' with opsets: ${c.map(a=>`${a.domain||"ai.onnx"} v${a.version}`).join(", ")}`)}},9395:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.onnxruntime=void 0;const u=o(5686);var c,p;c=n.onnxruntime||(n.onnxruntime={}),function(a){(function(h){h[h.UNDEFINED=0]="UNDEFINED",h[h.FLOAT=1]="FLOAT",h[h.INT=2]="INT",h[h.STRING=3]="STRING",h[h.TENSOR=4]="TENSOR",h[h.GRAPH=5]="GRAPH",h[h.FLOATS=6]="FLOATS",h[h.INTS=7]="INTS",h[h.STRINGS=8]="STRINGS",h[h.TENSORS=9]="TENSORS",h[h.GRAPHS=10]="GRAPHS",h[h.SPARSE_TENSOR=11]="SPARSE_TENSOR",h[h.SPARSE_TENSORS=12]="SPARSE_TENSORS"})(a.AttributeType||(a.AttributeType={}))}((p=c.experimental||(c.experimental={})).fbs||(p.fbs={})),function(a){(function(h){(function(f){(function(l){l[l.UNKNOWN=0]="UNKNOWN",l[l.VALUE=1]="VALUE",l[l.PARAM=2]="PARAM"})(f.DimensionValueType||(f.DimensionValueType={}))})(h.fbs||(h.fbs={}))})(a.experimental||(a.experimental={}))}(n.onnxruntime||(n.onnxruntime={})),function(a){(function(h){(function(f){(function(l){l[l.UNDEFINED=0]="UNDEFINED",l[l.FLOAT=1]="FLOAT",l[l.UINT8=2]="UINT8",l[l.INT8=3]="INT8",l[l.UINT16=4]="UINT16",l[l.INT16=5]="INT16",l[l.INT32=6]="INT32",l[l.INT64=7]="INT64",l[l.STRING=8]="STRING",l[l.BOOL=9]="BOOL",l[l.FLOAT16=10]="FLOAT16",l[l.DOUBLE=11]="DOUBLE",l[l.UINT32=12]="UINT32",l[l.UINT64=13]="UINT64",l[l.COMPLEX64=14]="COMPLEX64",l[l.COMPLEX128=15]="COMPLEX128",l[l.BFLOAT16=16]="BFLOAT16"})(f.TensorDataType||(f.TensorDataType={}))})(h.fbs||(h.fbs={}))})(a.experimental||(a.experimental={}))}(n.onnxruntime||(n.onnxruntime={})),function(a){(function(h){(function(f){(function(l){l[l.Primitive=0]="Primitive",l[l.Fused=1]="Fused"})(f.NodeType||(f.NodeType={}))})(h.fbs||(h.fbs={}))})(a.experimental||(a.experimental={}))}(n.onnxruntime||(n.onnxruntime={})),function(a){(function(h){(function(f){(function(l){l[l.NONE=0]="NONE",l[l.tensor_type=1]="tensor_type",l[l.sequence_type=2]="sequence_type",l[l.map_type=3]="map_type"})(f.TypeInfoValue||(f.TypeInfoValue={}))})(h.fbs||(h.fbs={}))})(a.experimental||(a.experimental={}))}(n.onnxruntime||(n.onnxruntime={})),function(a){(function(h){(function(f){class l{constructor(){this.bb=null,this.bb_pos=0}__init(t,e){return this.bb_pos=t,this.bb=e,this}static getRootAsShape(t,e){return(e||new l).__init(t.readInt32(t.position())+t.position(),t)}static getSizePrefixedRootAsShape(t,e){return t.setPosition(t.position()+u.flatbuffers.SIZE_PREFIX_LENGTH),(e||new l).__init(t.readInt32(t.position())+t.position(),t)}dim(t,e){let r=this.bb.__offset(this.bb_pos,4);return r?(e||new a.experimental.fbs.Dimension).__init(this.bb.__indirect(this.bb.__vector(this.bb_pos+r)+4*t),this.bb):null}dimLength(){let t=this.bb.__offset(this.bb_pos,4);return t?this.bb.__vector_len(this.bb_pos+t):0}static startShape(t){t.startObject(1)}static addDim(t,e){t.addFieldOffset(0,e,0)}static createDimVector(t,e){t.startVector(4,e.length,4);for(let r=e.length-1;r>=0;r--)t.addOffset(e[r]);return t.endVector()}static startDimVector(t,e){t.startVector(4,e,4)}static endShape(t){return t.endObject()}static createShape(t,e){return l.startShape(t),l.addDim(t,e),l.endShape(t)}}f.Shape=l})(h.fbs||(h.fbs={}))})(a.experimental||(a.experimental={}))}(n.onnxruntime||(n.onnxruntime={})),function(a){(function(h){(function(f){class l{constructor(){this.bb=null,this.bb_pos=0}__init(t,e){return this.bb_pos=t,this.bb=e,this}static getRootAsDimension(t,e){return(e||new l).__init(t.readInt32(t.position())+t.position(),t)}static getSizePrefixedRootAsDimension(t,e){return t.setPosition(t.position()+u.flatbuffers.SIZE_PREFIX_LENGTH),(e||new l).__init(t.readInt32(t.position())+t.position(),t)}value(t){let e=this.bb.__offset(this.bb_pos,4);return e?(t||new a.experimental.fbs.DimensionValue).__init(this.bb.__indirect(this.bb_pos+e),this.bb):null}denotation(t){let e=this.bb.__offset(this.bb_pos,6);return e?this.bb.__string(this.bb_pos+e,t):null}static startDimension(t){t.startObject(2)}static addValue(t,e){t.addFieldOffset(0,e,0)}static addDenotation(t,e){t.addFieldOffset(1,e,0)}static endDimension(t){return t.endObject()}static createDimension(t,e,r){return l.startDimension(t),l.addValue(t,e),l.addDenotation(t,r),l.endDimension(t)}}f.Dimension=l})(h.fbs||(h.fbs={}))})(a.experimental||(a.experimental={}))}(n.onnxruntime||(n.onnxruntime={})),function(a){(function(h){(function(f){class l{constructor(){this.bb=null,this.bb_pos=0}__init(t,e){return this.bb_pos=t,this.bb=e,this}static getRootAsDimensionValue(t,e){return(e||new l).__init(t.readInt32(t.position())+t.position(),t)}static getSizePrefixedRootAsDimensionValue(t,e){return t.setPosition(t.position()+u.flatbuffers.SIZE_PREFIX_LENGTH),(e||new l).__init(t.readInt32(t.position())+t.position(),t)}dimType(){let t=this.bb.__offset(this.bb_pos,4);return t?this.bb.readInt8(this.bb_pos+t):a.experimental.fbs.DimensionValueType.UNKNOWN}dimValue(){let t=this.bb.__offset(this.bb_pos,6);return t?this.bb.readInt64(this.bb_pos+t):this.bb.createLong(0,0)}dimParam(t){let e=this.bb.__offset(this.bb_pos,8);return e?this.bb.__string(this.bb_pos+e,t):null}static startDimensionValue(t){t.startObject(3)}static addDimType(t,e){t.addFieldInt8(0,e,a.experimental.fbs.DimensionValueType.UNKNOWN)}static addDimValue(t,e){t.addFieldInt64(1,e,t.createLong(0,0))}static addDimParam(t,e){t.addFieldOffset(2,e,0)}static endDimensionValue(t){return t.endObject()}static createDimensionValue(t,e,r,i){return l.startDimensionValue(t),l.addDimType(t,e),l.addDimValue(t,r),l.addDimParam(t,i),l.endDimensionValue(t)}}f.DimensionValue=l})(h.fbs||(h.fbs={}))})(a.experimental||(a.experimental={}))}(n.onnxruntime||(n.onnxruntime={})),function(a){(function(h){(function(f){class l{constructor(){this.bb=null,this.bb_pos=0}__init(t,e){return this.bb_pos=t,this.bb=e,this}static getRootAsTensorTypeAndShape(t,e){return(e||new l).__init(t.readInt32(t.position())+t.position(),t)}static getSizePrefixedRootAsTensorTypeAndShape(t,e){return t.setPosition(t.position()+u.flatbuffers.SIZE_PREFIX_LENGTH),(e||new l).__init(t.readInt32(t.position())+t.position(),t)}elemType(){let t=this.bb.__offset(this.bb_pos,4);return t?this.bb.readInt32(this.bb_pos+t):a.experimental.fbs.TensorDataType.UNDEFINED}shape(t){let e=this.bb.__offset(this.bb_pos,6);return e?(t||new a.experimental.fbs.Shape).__init(this.bb.__indirect(this.bb_pos+e),this.bb):null}static startTensorTypeAndShape(t){t.startObject(2)}static addElemType(t,e){t.addFieldInt32(0,e,a.experimental.fbs.TensorDataType.UNDEFINED)}static addShape(t,e){t.addFieldOffset(1,e,0)}static endTensorTypeAndShape(t){return t.endObject()}static createTensorTypeAndShape(t,e,r){return l.startTensorTypeAndShape(t),l.addElemType(t,e),l.addShape(t,r),l.endTensorTypeAndShape(t)}}f.TensorTypeAndShape=l})(h.fbs||(h.fbs={}))})(a.experimental||(a.experimental={}))}(n.onnxruntime||(n.onnxruntime={})),function(a){(function(h){(function(f){class l{constructor(){this.bb=null,this.bb_pos=0}__init(t,e){return this.bb_pos=t,this.bb=e,this}static getRootAsMapType(t,e){return(e||new l).__init(t.readInt32(t.position())+t.position(),t)}static getSizePrefixedRootAsMapType(t,e){return t.setPosition(t.position()+u.flatbuffers.SIZE_PREFIX_LENGTH),(e||new l).__init(t.readInt32(t.position())+t.position(),t)}keyType(){let t=this.bb.__offset(this.bb_pos,4);return t?this.bb.readInt32(this.bb_pos+t):a.experimental.fbs.TensorDataType.UNDEFINED}valueType(t){let e=this.bb.__offset(this.bb_pos,6);return e?(t||new a.experimental.fbs.TypeInfo).__init(this.bb.__indirect(this.bb_pos+e),this.bb):null}static startMapType(t){t.startObject(2)}static addKeyType(t,e){t.addFieldInt32(0,e,a.experimental.fbs.TensorDataType.UNDEFINED)}static addValueType(t,e){t.addFieldOffset(1,e,0)}static endMapType(t){return t.endObject()}static createMapType(t,e,r){return l.startMapType(t),l.addKeyType(t,e),l.addValueType(t,r),l.endMapType(t)}}f.MapType=l})(h.fbs||(h.fbs={}))})(a.experimental||(a.experimental={}))}(n.onnxruntime||(n.onnxruntime={})),function(a){(function(h){(function(f){class l{constructor(){this.bb=null,this.bb_pos=0}__init(t,e){return this.bb_pos=t,this.bb=e,this}static getRootAsSequenceType(t,e){return(e||new l).__init(t.readInt32(t.position())+t.position(),t)}static getSizePrefixedRootAsSequenceType(t,e){return t.setPosition(t.position()+u.flatbuffers.SIZE_PREFIX_LENGTH),(e||new l).__init(t.readInt32(t.position())+t.position(),t)}elemType(t){let e=this.bb.__offset(this.bb_pos,4);return e?(t||new a.experimental.fbs.TypeInfo).__init(this.bb.__indirect(this.bb_pos+e),this.bb):null}static startSequenceType(t){t.startObject(1)}static addElemType(t,e){t.addFieldOffset(0,e,0)}static endSequenceType(t){return t.endObject()}static createSequenceType(t,e){return l.startSequenceType(t),l.addElemType(t,e),l.endSequenceType(t)}}f.SequenceType=l})(h.fbs||(h.fbs={}))})(a.experimental||(a.experimental={}))}(n.onnxruntime||(n.onnxruntime={})),function(a){(function(h){(h.fbs||(h.fbs={})).EdgeEnd=class{constructor(){this.bb=null,this.bb_pos=0}__init(f,l){return this.bb_pos=f,this.bb=l,this}nodeIndex(){return this.bb.readUint32(this.bb_pos)}srcArgIndex(){return this.bb.readInt32(this.bb_pos+4)}dstArgIndex(){return this.bb.readInt32(this.bb_pos+8)}static createEdgeEnd(f,l,s,t){return f.prep(4,12),f.writeInt32(t),f.writeInt32(s),f.writeInt32(l),f.offset()}}})(a.experimental||(a.experimental={}))}(n.onnxruntime||(n.onnxruntime={})),function(a){(function(h){(function(f){class l{constructor(){this.bb=null,this.bb_pos=0}__init(t,e){return this.bb_pos=t,this.bb=e,this}static getRootAsNodeEdge(t,e){return(e||new l).__init(t.readInt32(t.position())+t.position(),t)}static getSizePrefixedRootAsNodeEdge(t,e){return t.setPosition(t.position()+u.flatbuffers.SIZE_PREFIX_LENGTH),(e||new l).__init(t.readInt32(t.position())+t.position(),t)}nodeIndex(){let t=this.bb.__offset(this.bb_pos,4);return t?this.bb.readUint32(this.bb_pos+t):0}inputEdges(t,e){let r=this.bb.__offset(this.bb_pos,6);return r?(e||new a.experimental.fbs.EdgeEnd).__init(this.bb.__vector(this.bb_pos+r)+12*t,this.bb):null}inputEdgesLength(){let t=this.bb.__offset(this.bb_pos,6);return t?this.bb.__vector_len(this.bb_pos+t):0}outputEdges(t,e){let r=this.bb.__offset(this.bb_pos,8);return r?(e||new a.experimental.fbs.EdgeEnd).__init(this.bb.__vector(this.bb_pos+r)+12*t,this.bb):null}outputEdgesLength(){let t=this.bb.__offset(this.bb_pos,8);return t?this.bb.__vector_len(this.bb_pos+t):0}static startNodeEdge(t){t.startObject(3)}static addNodeIndex(t,e){t.addFieldInt32(0,e,0)}static addInputEdges(t,e){t.addFieldOffset(1,e,0)}static startInputEdgesVector(t,e){t.startVector(12,e,4)}static addOutputEdges(t,e){t.addFieldOffset(2,e,0)}static startOutputEdgesVector(t,e){t.startVector(12,e,4)}static endNodeEdge(t){return t.endObject()}static createNodeEdge(t,e,r,i){return l.startNodeEdge(t),l.addNodeIndex(t,e),l.addInputEdges(t,r),l.addOutputEdges(t,i),l.endNodeEdge(t)}}f.NodeEdge=l})(h.fbs||(h.fbs={}))})(a.experimental||(a.experimental={}))}(n.onnxruntime||(n.onnxruntime={})),function(a){(function(h){(function(f){class l{constructor(){this.bb=null,this.bb_pos=0}__init(t,e){return this.bb_pos=t,this.bb=e,this}static getRootAsNode(t,e){return(e||new l).__init(t.readInt32(t.position())+t.position(),t)}static getSizePrefixedRootAsNode(t,e){return t.setPosition(t.position()+u.flatbuffers.SIZE_PREFIX_LENGTH),(e||new l).__init(t.readInt32(t.position())+t.position(),t)}name(t){let e=this.bb.__offset(this.bb_pos,4);return e?this.bb.__string(this.bb_pos+e,t):null}docString(t){let e=this.bb.__offset(this.bb_pos,6);return e?this.bb.__string(this.bb_pos+e,t):null}domain(t){let e=this.bb.__offset(this.bb_pos,8);return e?this.bb.__string(this.bb_pos+e,t):null}sinceVersion(){let t=this.bb.__offset(this.bb_pos,10);return t?this.bb.readInt32(this.bb_pos+t):0}index(){let t=this.bb.__offset(this.bb_pos,12);return t?this.bb.readUint32(this.bb_pos+t):0}opType(t){let e=this.bb.__offset(this.bb_pos,14);return e?this.bb.__string(this.bb_pos+e,t):null}type(){let t=this.bb.__offset(this.bb_pos,16);return t?this.bb.readInt32(this.bb_pos+t):a.experimental.fbs.NodeType.Primitive}executionProviderType(t){let e=this.bb.__offset(this.bb_pos,18);return e?this.bb.__string(this.bb_pos+e,t):null}inputs(t,e){let r=this.bb.__offset(this.bb_pos,20);return r?this.bb.__string(this.bb.__vector(this.bb_pos+r)+4*t,e):null}inputsLength(){let t=this.bb.__offset(this.bb_pos,20);return t?this.bb.__vector_len(this.bb_pos+t):0}outputs(t,e){let r=this.bb.__offset(this.bb_pos,22);return r?this.bb.__string(this.bb.__vector(this.bb_pos+r)+4*t,e):null}outputsLength(){let t=this.bb.__offset(this.bb_pos,22);return t?this.bb.__vector_len(this.bb_pos+t):0}attributes(t,e){let r=this.bb.__offset(this.bb_pos,24);return r?(e||new a.experimental.fbs.Attribute).__init(this.bb.__indirect(this.bb.__vector(this.bb_pos+r)+4*t),this.bb):null}attributesLength(){let t=this.bb.__offset(this.bb_pos,24);return t?this.bb.__vector_len(this.bb_pos+t):0}inputArgCounts(t){let e=this.bb.__offset(this.bb_pos,26);return e?this.bb.readInt32(this.bb.__vector(this.bb_pos+e)+4*t):0}inputArgCountsLength(){let t=this.bb.__offset(this.bb_pos,26);return t?this.bb.__vector_len(this.bb_pos+t):0}inputArgCountsArray(){let t=this.bb.__offset(this.bb_pos,26);return t?new Int32Array(this.bb.bytes().buffer,this.bb.bytes().byteOffset+this.bb.__vector(this.bb_pos+t),this.bb.__vector_len(this.bb_pos+t)):null}implicitInputs(t,e){let r=this.bb.__offset(this.bb_pos,28);return r?this.bb.__string(this.bb.__vector(this.bb_pos+r)+4*t,e):null}implicitInputsLength(){let t=this.bb.__offset(this.bb_pos,28);return t?this.bb.__vector_len(this.bb_pos+t):0}static startNode(t){t.startObject(13)}static addName(t,e){t.addFieldOffset(0,e,0)}static addDocString(t,e){t.addFieldOffset(1,e,0)}static addDomain(t,e){t.addFieldOffset(2,e,0)}static addSinceVersion(t,e){t.addFieldInt32(3,e,0)}static addIndex(t,e){t.addFieldInt32(4,e,0)}static addOpType(t,e){t.addFieldOffset(5,e,0)}static addType(t,e){t.addFieldInt32(6,e,a.experimental.fbs.NodeType.Primitive)}static addExecutionProviderType(t,e){t.addFieldOffset(7,e,0)}static addInputs(t,e){t.addFieldOffset(8,e,0)}static createInputsVector(t,e){t.startVector(4,e.length,4);for(let r=e.length-1;r>=0;r--)t.addOffset(e[r]);return t.endVector()}static startInputsVector(t,e){t.startVector(4,e,4)}static addOutputs(t,e){t.addFieldOffset(9,e,0)}static createOutputsVector(t,e){t.startVector(4,e.length,4);for(let r=e.length-1;r>=0;r--)t.addOffset(e[r]);return t.endVector()}static startOutputsVector(t,e){t.startVector(4,e,4)}static addAttributes(t,e){t.addFieldOffset(10,e,0)}static createAttributesVector(t,e){t.startVector(4,e.length,4);for(let r=e.length-1;r>=0;r--)t.addOffset(e[r]);return t.endVector()}static startAttributesVector(t,e){t.startVector(4,e,4)}static addInputArgCounts(t,e){t.addFieldOffset(11,e,0)}static createInputArgCountsVector(t,e){t.startVector(4,e.length,4);for(let r=e.length-1;r>=0;r--)t.addInt32(e[r]);return t.endVector()}static startInputArgCountsVector(t,e){t.startVector(4,e,4)}static addImplicitInputs(t,e){t.addFieldOffset(12,e,0)}static createImplicitInputsVector(t,e){t.startVector(4,e.length,4);for(let r=e.length-1;r>=0;r--)t.addOffset(e[r]);return t.endVector()}static startImplicitInputsVector(t,e){t.startVector(4,e,4)}static endNode(t){return t.endObject()}static createNode(t,e,r,i,d,g,m,_,y,w,v,S,A,O){return l.startNode(t),l.addName(t,e),l.addDocString(t,r),l.addDomain(t,i),l.addSinceVersion(t,d),l.addIndex(t,g),l.addOpType(t,m),l.addType(t,_),l.addExecutionProviderType(t,y),l.addInputs(t,w),l.addOutputs(t,v),l.addAttributes(t,S),l.addInputArgCounts(t,A),l.addImplicitInputs(t,O),l.endNode(t)}}f.Node=l})(h.fbs||(h.fbs={}))})(a.experimental||(a.experimental={}))}(n.onnxruntime||(n.onnxruntime={})),function(a){(function(h){(function(f){class l{constructor(){this.bb=null,this.bb_pos=0}__init(t,e){return this.bb_pos=t,this.bb=e,this}static getRootAsValueInfo(t,e){return(e||new l).__init(t.readInt32(t.position())+t.position(),t)}static getSizePrefixedRootAsValueInfo(t,e){return t.setPosition(t.position()+u.flatbuffers.SIZE_PREFIX_LENGTH),(e||new l).__init(t.readInt32(t.position())+t.position(),t)}name(t){let e=this.bb.__offset(this.bb_pos,4);return e?this.bb.__string(this.bb_pos+e,t):null}docString(t){let e=this.bb.__offset(this.bb_pos,6);return e?this.bb.__string(this.bb_pos+e,t):null}type(t){let e=this.bb.__offset(this.bb_pos,8);return e?(t||new a.experimental.fbs.TypeInfo).__init(this.bb.__indirect(this.bb_pos+e),this.bb):null}static startValueInfo(t){t.startObject(3)}static addName(t,e){t.addFieldOffset(0,e,0)}static addDocString(t,e){t.addFieldOffset(1,e,0)}static addType(t,e){t.addFieldOffset(2,e,0)}static endValueInfo(t){return t.endObject()}static createValueInfo(t,e,r,i){return l.startValueInfo(t),l.addName(t,e),l.addDocString(t,r),l.addType(t,i),l.endValueInfo(t)}}f.ValueInfo=l})(h.fbs||(h.fbs={}))})(a.experimental||(a.experimental={}))}(n.onnxruntime||(n.onnxruntime={})),function(a){(function(h){(function(f){class l{constructor(){this.bb=null,this.bb_pos=0}__init(t,e){return this.bb_pos=t,this.bb=e,this}static getRootAsTypeInfo(t,e){return(e||new l).__init(t.readInt32(t.position())+t.position(),t)}static getSizePrefixedRootAsTypeInfo(t,e){return t.setPosition(t.position()+u.flatbuffers.SIZE_PREFIX_LENGTH),(e||new l).__init(t.readInt32(t.position())+t.position(),t)}denotation(t){let e=this.bb.__offset(this.bb_pos,4);return e?this.bb.__string(this.bb_pos+e,t):null}valueType(){let t=this.bb.__offset(this.bb_pos,6);return t?this.bb.readUint8(this.bb_pos+t):a.experimental.fbs.TypeInfoValue.NONE}value(t){let e=this.bb.__offset(this.bb_pos,8);return e?this.bb.__union(t,this.bb_pos+e):null}static startTypeInfo(t){t.startObject(3)}static addDenotation(t,e){t.addFieldOffset(0,e,0)}static addValueType(t,e){t.addFieldInt8(1,e,a.experimental.fbs.TypeInfoValue.NONE)}static addValue(t,e){t.addFieldOffset(2,e,0)}static endTypeInfo(t){return t.endObject()}static createTypeInfo(t,e,r,i){return l.startTypeInfo(t),l.addDenotation(t,e),l.addValueType(t,r),l.addValue(t,i),l.endTypeInfo(t)}}f.TypeInfo=l})(h.fbs||(h.fbs={}))})(a.experimental||(a.experimental={}))}(n.onnxruntime||(n.onnxruntime={})),function(a){(function(h){(function(f){class l{constructor(){this.bb=null,this.bb_pos=0}__init(t,e){return this.bb_pos=t,this.bb=e,this}static getRootAsOperatorSetId(t,e){return(e||new l).__init(t.readInt32(t.position())+t.position(),t)}static getSizePrefixedRootAsOperatorSetId(t,e){return t.setPosition(t.position()+u.flatbuffers.SIZE_PREFIX_LENGTH),(e||new l).__init(t.readInt32(t.position())+t.position(),t)}domain(t){let e=this.bb.__offset(this.bb_pos,4);return e?this.bb.__string(this.bb_pos+e,t):null}version(){let t=this.bb.__offset(this.bb_pos,6);return t?this.bb.readInt64(this.bb_pos+t):this.bb.createLong(0,0)}static startOperatorSetId(t){t.startObject(2)}static addDomain(t,e){t.addFieldOffset(0,e,0)}static addVersion(t,e){t.addFieldInt64(1,e,t.createLong(0,0))}static endOperatorSetId(t){return t.endObject()}static createOperatorSetId(t,e,r){return l.startOperatorSetId(t),l.addDomain(t,e),l.addVersion(t,r),l.endOperatorSetId(t)}}f.OperatorSetId=l})(h.fbs||(h.fbs={}))})(a.experimental||(a.experimental={}))}(n.onnxruntime||(n.onnxruntime={})),function(a){(function(h){(function(f){class l{constructor(){this.bb=null,this.bb_pos=0}__init(t,e){return this.bb_pos=t,this.bb=e,this}static getRootAsTensor(t,e){return(e||new l).__init(t.readInt32(t.position())+t.position(),t)}static getSizePrefixedRootAsTensor(t,e){return t.setPosition(t.position()+u.flatbuffers.SIZE_PREFIX_LENGTH),(e||new l).__init(t.readInt32(t.position())+t.position(),t)}name(t){let e=this.bb.__offset(this.bb_pos,4);return e?this.bb.__string(this.bb_pos+e,t):null}docString(t){let e=this.bb.__offset(this.bb_pos,6);return e?this.bb.__string(this.bb_pos+e,t):null}dims(t){let e=this.bb.__offset(this.bb_pos,8);return e?this.bb.readInt64(this.bb.__vector(this.bb_pos+e)+8*t):this.bb.createLong(0,0)}dimsLength(){let t=this.bb.__offset(this.bb_pos,8);return t?this.bb.__vector_len(this.bb_pos+t):0}dataType(){let t=this.bb.__offset(this.bb_pos,10);return t?this.bb.readInt32(this.bb_pos+t):a.experimental.fbs.TensorDataType.UNDEFINED}rawData(t){let e=this.bb.__offset(this.bb_pos,12);return e?this.bb.readUint8(this.bb.__vector(this.bb_pos+e)+t):0}rawDataLength(){let t=this.bb.__offset(this.bb_pos,12);return t?this.bb.__vector_len(this.bb_pos+t):0}rawDataArray(){let t=this.bb.__offset(this.bb_pos,12);return t?new Uint8Array(this.bb.bytes().buffer,this.bb.bytes().byteOffset+this.bb.__vector(this.bb_pos+t),this.bb.__vector_len(this.bb_pos+t)):null}stringData(t,e){let r=this.bb.__offset(this.bb_pos,14);return r?this.bb.__string(this.bb.__vector(this.bb_pos+r)+4*t,e):null}stringDataLength(){let t=this.bb.__offset(this.bb_pos,14);return t?this.bb.__vector_len(this.bb_pos+t):0}static startTensor(t){t.startObject(6)}static addName(t,e){t.addFieldOffset(0,e,0)}static addDocString(t,e){t.addFieldOffset(1,e,0)}static addDims(t,e){t.addFieldOffset(2,e,0)}static createDimsVector(t,e){t.startVector(8,e.length,8);for(let r=e.length-1;r>=0;r--)t.addInt64(e[r]);return t.endVector()}static startDimsVector(t,e){t.startVector(8,e,8)}static addDataType(t,e){t.addFieldInt32(3,e,a.experimental.fbs.TensorDataType.UNDEFINED)}static addRawData(t,e){t.addFieldOffset(4,e,0)}static createRawDataVector(t,e){t.startVector(1,e.length,1);for(let r=e.length-1;r>=0;r--)t.addInt8(e[r]);return t.endVector()}static startRawDataVector(t,e){t.startVector(1,e,1)}static addStringData(t,e){t.addFieldOffset(5,e,0)}static createStringDataVector(t,e){t.startVector(4,e.length,4);for(let r=e.length-1;r>=0;r--)t.addOffset(e[r]);return t.endVector()}static startStringDataVector(t,e){t.startVector(4,e,4)}static endTensor(t){return t.endObject()}static createTensor(t,e,r,i,d,g,m){return l.startTensor(t),l.addName(t,e),l.addDocString(t,r),l.addDims(t,i),l.addDataType(t,d),l.addRawData(t,g),l.addStringData(t,m),l.endTensor(t)}}f.Tensor=l})(h.fbs||(h.fbs={}))})(a.experimental||(a.experimental={}))}(n.onnxruntime||(n.onnxruntime={})),function(a){(function(h){(function(f){class l{constructor(){this.bb=null,this.bb_pos=0}__init(t,e){return this.bb_pos=t,this.bb=e,this}static getRootAsSparseTensor(t,e){return(e||new l).__init(t.readInt32(t.position())+t.position(),t)}static getSizePrefixedRootAsSparseTensor(t,e){return t.setPosition(t.position()+u.flatbuffers.SIZE_PREFIX_LENGTH),(e||new l).__init(t.readInt32(t.position())+t.position(),t)}values(t){let e=this.bb.__offset(this.bb_pos,4);return e?(t||new a.experimental.fbs.Tensor).__init(this.bb.__indirect(this.bb_pos+e),this.bb):null}indices(t){let e=this.bb.__offset(this.bb_pos,6);return e?(t||new a.experimental.fbs.Tensor).__init(this.bb.__indirect(this.bb_pos+e),this.bb):null}dims(t){let e=this.bb.__offset(this.bb_pos,8);return e?this.bb.readInt64(this.bb.__vector(this.bb_pos+e)+8*t):this.bb.createLong(0,0)}dimsLength(){let t=this.bb.__offset(this.bb_pos,8);return t?this.bb.__vector_len(this.bb_pos+t):0}static startSparseTensor(t){t.startObject(3)}static addValues(t,e){t.addFieldOffset(0,e,0)}static addIndices(t,e){t.addFieldOffset(1,e,0)}static addDims(t,e){t.addFieldOffset(2,e,0)}static createDimsVector(t,e){t.startVector(8,e.length,8);for(let r=e.length-1;r>=0;r--)t.addInt64(e[r]);return t.endVector()}static startDimsVector(t,e){t.startVector(8,e,8)}static endSparseTensor(t){return t.endObject()}static createSparseTensor(t,e,r,i){return l.startSparseTensor(t),l.addValues(t,e),l.addIndices(t,r),l.addDims(t,i),l.endSparseTensor(t)}}f.SparseTensor=l})(h.fbs||(h.fbs={}))})(a.experimental||(a.experimental={}))}(n.onnxruntime||(n.onnxruntime={})),function(a){(function(h){(function(f){class l{constructor(){this.bb=null,this.bb_pos=0}__init(t,e){return this.bb_pos=t,this.bb=e,this}static getRootAsAttribute(t,e){return(e||new l).__init(t.readInt32(t.position())+t.position(),t)}static getSizePrefixedRootAsAttribute(t,e){return t.setPosition(t.position()+u.flatbuffers.SIZE_PREFIX_LENGTH),(e||new l).__init(t.readInt32(t.position())+t.position(),t)}name(t){let e=this.bb.__offset(this.bb_pos,4);return e?this.bb.__string(this.bb_pos+e,t):null}docString(t){let e=this.bb.__offset(this.bb_pos,6);return e?this.bb.__string(this.bb_pos+e,t):null}type(){let t=this.bb.__offset(this.bb_pos,8);return t?this.bb.readInt32(this.bb_pos+t):a.experimental.fbs.AttributeType.UNDEFINED}f(){let t=this.bb.__offset(this.bb_pos,10);return t?this.bb.readFloat32(this.bb_pos+t):0}i(){let t=this.bb.__offset(this.bb_pos,12);return t?this.bb.readInt64(this.bb_pos+t):this.bb.createLong(0,0)}s(t){let e=this.bb.__offset(this.bb_pos,14);return e?this.bb.__string(this.bb_pos+e,t):null}t(t){let e=this.bb.__offset(this.bb_pos,16);return e?(t||new a.experimental.fbs.Tensor).__init(this.bb.__indirect(this.bb_pos+e),this.bb):null}g(t){let e=this.bb.__offset(this.bb_pos,18);return e?(t||new a.experimental.fbs.Graph).__init(this.bb.__indirect(this.bb_pos+e),this.bb):null}floats(t){let e=this.bb.__offset(this.bb_pos,20);return e?this.bb.readFloat32(this.bb.__vector(this.bb_pos+e)+4*t):0}floatsLength(){let t=this.bb.__offset(this.bb_pos,20);return t?this.bb.__vector_len(this.bb_pos+t):0}floatsArray(){let t=this.bb.__offset(this.bb_pos,20);return t?new Float32Array(this.bb.bytes().buffer,this.bb.bytes().byteOffset+this.bb.__vector(this.bb_pos+t),this.bb.__vector_len(this.bb_pos+t)):null}ints(t){let e=this.bb.__offset(this.bb_pos,22);return e?this.bb.readInt64(this.bb.__vector(this.bb_pos+e)+8*t):this.bb.createLong(0,0)}intsLength(){let t=this.bb.__offset(this.bb_pos,22);return t?this.bb.__vector_len(this.bb_pos+t):0}strings(t,e){let r=this.bb.__offset(this.bb_pos,24);return r?this.bb.__string(this.bb.__vector(this.bb_pos+r)+4*t,e):null}stringsLength(){let t=this.bb.__offset(this.bb_pos,24);return t?this.bb.__vector_len(this.bb_pos+t):0}tensors(t,e){let r=this.bb.__offset(this.bb_pos,26);return r?(e||new a.experimental.fbs.Tensor).__init(this.bb.__indirect(this.bb.__vector(this.bb_pos+r)+4*t),this.bb):null}tensorsLength(){let t=this.bb.__offset(this.bb_pos,26);return t?this.bb.__vector_len(this.bb_pos+t):0}graphs(t,e){let r=this.bb.__offset(this.bb_pos,28);return r?(e||new a.experimental.fbs.Graph).__init(this.bb.__indirect(this.bb.__vector(this.bb_pos+r)+4*t),this.bb):null}graphsLength(){let t=this.bb.__offset(this.bb_pos,28);return t?this.bb.__vector_len(this.bb_pos+t):0}static startAttribute(t){t.startObject(13)}static addName(t,e){t.addFieldOffset(0,e,0)}static addDocString(t,e){t.addFieldOffset(1,e,0)}static addType(t,e){t.addFieldInt32(2,e,a.experimental.fbs.AttributeType.UNDEFINED)}static addF(t,e){t.addFieldFloat32(3,e,0)}static addI(t,e){t.addFieldInt64(4,e,t.createLong(0,0))}static addS(t,e){t.addFieldOffset(5,e,0)}static addT(t,e){t.addFieldOffset(6,e,0)}static addG(t,e){t.addFieldOffset(7,e,0)}static addFloats(t,e){t.addFieldOffset(8,e,0)}static createFloatsVector(t,e){t.startVector(4,e.length,4);for(let r=e.length-1;r>=0;r--)t.addFloat32(e[r]);return t.endVector()}static startFloatsVector(t,e){t.startVector(4,e,4)}static addInts(t,e){t.addFieldOffset(9,e,0)}static createIntsVector(t,e){t.startVector(8,e.length,8);for(let r=e.length-1;r>=0;r--)t.addInt64(e[r]);return t.endVector()}static startIntsVector(t,e){t.startVector(8,e,8)}static addStrings(t,e){t.addFieldOffset(10,e,0)}static createStringsVector(t,e){t.startVector(4,e.length,4);for(let r=e.length-1;r>=0;r--)t.addOffset(e[r]);return t.endVector()}static startStringsVector(t,e){t.startVector(4,e,4)}static addTensors(t,e){t.addFieldOffset(11,e,0)}static createTensorsVector(t,e){t.startVector(4,e.length,4);for(let r=e.length-1;r>=0;r--)t.addOffset(e[r]);return t.endVector()}static startTensorsVector(t,e){t.startVector(4,e,4)}static addGraphs(t,e){t.addFieldOffset(12,e,0)}static createGraphsVector(t,e){t.startVector(4,e.length,4);for(let r=e.length-1;r>=0;r--)t.addOffset(e[r]);return t.endVector()}static startGraphsVector(t,e){t.startVector(4,e,4)}static endAttribute(t){return t.endObject()}static createAttribute(t,e,r,i,d,g,m,_,y,w,v,S,A,O){return l.startAttribute(t),l.addName(t,e),l.addDocString(t,r),l.addType(t,i),l.addF(t,d),l.addI(t,g),l.addS(t,m),l.addT(t,_),l.addG(t,y),l.addFloats(t,w),l.addInts(t,v),l.addStrings(t,S),l.addTensors(t,A),l.addGraphs(t,O),l.endAttribute(t)}}f.Attribute=l})(h.fbs||(h.fbs={}))})(a.experimental||(a.experimental={}))}(n.onnxruntime||(n.onnxruntime={})),function(a){(function(h){(function(f){class l{constructor(){this.bb=null,this.bb_pos=0}__init(t,e){return this.bb_pos=t,this.bb=e,this}static getRootAsGraph(t,e){return(e||new l).__init(t.readInt32(t.position())+t.position(),t)}static getSizePrefixedRootAsGraph(t,e){return t.setPosition(t.position()+u.flatbuffers.SIZE_PREFIX_LENGTH),(e||new l).__init(t.readInt32(t.position())+t.position(),t)}initializers(t,e){let r=this.bb.__offset(this.bb_pos,4);return r?(e||new a.experimental.fbs.Tensor).__init(this.bb.__indirect(this.bb.__vector(this.bb_pos+r)+4*t),this.bb):null}initializersLength(){let t=this.bb.__offset(this.bb_pos,4);return t?this.bb.__vector_len(this.bb_pos+t):0}nodeArgs(t,e){let r=this.bb.__offset(this.bb_pos,6);return r?(e||new a.experimental.fbs.ValueInfo).__init(this.bb.__indirect(this.bb.__vector(this.bb_pos+r)+4*t),this.bb):null}nodeArgsLength(){let t=this.bb.__offset(this.bb_pos,6);return t?this.bb.__vector_len(this.bb_pos+t):0}nodes(t,e){let r=this.bb.__offset(this.bb_pos,8);return r?(e||new a.experimental.fbs.Node).__init(this.bb.__indirect(this.bb.__vector(this.bb_pos+r)+4*t),this.bb):null}nodesLength(){let t=this.bb.__offset(this.bb_pos,8);return t?this.bb.__vector_len(this.bb_pos+t):0}maxNodeIndex(){let t=this.bb.__offset(this.bb_pos,10);return t?this.bb.readUint32(this.bb_pos+t):0}nodeEdges(t,e){let r=this.bb.__offset(this.bb_pos,12);return r?(e||new a.experimental.fbs.NodeEdge).__init(this.bb.__indirect(this.bb.__vector(this.bb_pos+r)+4*t),this.bb):null}nodeEdgesLength(){let t=this.bb.__offset(this.bb_pos,12);return t?this.bb.__vector_len(this.bb_pos+t):0}inputs(t,e){let r=this.bb.__offset(this.bb_pos,14);return r?this.bb.__string(this.bb.__vector(this.bb_pos+r)+4*t,e):null}inputsLength(){let t=this.bb.__offset(this.bb_pos,14);return t?this.bb.__vector_len(this.bb_pos+t):0}outputs(t,e){let r=this.bb.__offset(this.bb_pos,16);return r?this.bb.__string(this.bb.__vector(this.bb_pos+r)+4*t,e):null}outputsLength(){let t=this.bb.__offset(this.bb_pos,16);return t?this.bb.__vector_len(this.bb_pos+t):0}sparseInitializers(t,e){let r=this.bb.__offset(this.bb_pos,18);return r?(e||new a.experimental.fbs.SparseTensor).__init(this.bb.__indirect(this.bb.__vector(this.bb_pos+r)+4*t),this.bb):null}sparseInitializersLength(){let t=this.bb.__offset(this.bb_pos,18);return t?this.bb.__vector_len(this.bb_pos+t):0}static startGraph(t){t.startObject(8)}static addInitializers(t,e){t.addFieldOffset(0,e,0)}static createInitializersVector(t,e){t.startVector(4,e.length,4);for(let r=e.length-1;r>=0;r--)t.addOffset(e[r]);return t.endVector()}static startInitializersVector(t,e){t.startVector(4,e,4)}static addNodeArgs(t,e){t.addFieldOffset(1,e,0)}static createNodeArgsVector(t,e){t.startVector(4,e.length,4);for(let r=e.length-1;r>=0;r--)t.addOffset(e[r]);return t.endVector()}static startNodeArgsVector(t,e){t.startVector(4,e,4)}static addNodes(t,e){t.addFieldOffset(2,e,0)}static createNodesVector(t,e){t.startVector(4,e.length,4);for(let r=e.length-1;r>=0;r--)t.addOffset(e[r]);return t.endVector()}static startNodesVector(t,e){t.startVector(4,e,4)}static addMaxNodeIndex(t,e){t.addFieldInt32(3,e,0)}static addNodeEdges(t,e){t.addFieldOffset(4,e,0)}static createNodeEdgesVector(t,e){t.startVector(4,e.length,4);for(let r=e.length-1;r>=0;r--)t.addOffset(e[r]);return t.endVector()}static startNodeEdgesVector(t,e){t.startVector(4,e,4)}static addInputs(t,e){t.addFieldOffset(5,e,0)}static createInputsVector(t,e){t.startVector(4,e.length,4);for(let r=e.length-1;r>=0;r--)t.addOffset(e[r]);return t.endVector()}static startInputsVector(t,e){t.startVector(4,e,4)}static addOutputs(t,e){t.addFieldOffset(6,e,0)}static createOutputsVector(t,e){t.startVector(4,e.length,4);for(let r=e.length-1;r>=0;r--)t.addOffset(e[r]);return t.endVector()}static startOutputsVector(t,e){t.startVector(4,e,4)}static addSparseInitializers(t,e){t.addFieldOffset(7,e,0)}static createSparseInitializersVector(t,e){t.startVector(4,e.length,4);for(let r=e.length-1;r>=0;r--)t.addOffset(e[r]);return t.endVector()}static startSparseInitializersVector(t,e){t.startVector(4,e,4)}static endGraph(t){return t.endObject()}static createGraph(t,e,r,i,d,g,m,_,y){return l.startGraph(t),l.addInitializers(t,e),l.addNodeArgs(t,r),l.addNodes(t,i),l.addMaxNodeIndex(t,d),l.addNodeEdges(t,g),l.addInputs(t,m),l.addOutputs(t,_),l.addSparseInitializers(t,y),l.endGraph(t)}}f.Graph=l})(h.fbs||(h.fbs={}))})(a.experimental||(a.experimental={}))}(n.onnxruntime||(n.onnxruntime={})),function(a){(function(h){(function(f){class l{constructor(){this.bb=null,this.bb_pos=0}__init(t,e){return this.bb_pos=t,this.bb=e,this}static getRootAsModel(t,e){return(e||new l).__init(t.readInt32(t.position())+t.position(),t)}static getSizePrefixedRootAsModel(t,e){return t.setPosition(t.position()+u.flatbuffers.SIZE_PREFIX_LENGTH),(e||new l).__init(t.readInt32(t.position())+t.position(),t)}irVersion(){let t=this.bb.__offset(this.bb_pos,4);return t?this.bb.readInt64(this.bb_pos+t):this.bb.createLong(0,0)}opsetImport(t,e){let r=this.bb.__offset(this.bb_pos,6);return r?(e||new a.experimental.fbs.OperatorSetId).__init(this.bb.__indirect(this.bb.__vector(this.bb_pos+r)+4*t),this.bb):null}opsetImportLength(){let t=this.bb.__offset(this.bb_pos,6);return t?this.bb.__vector_len(this.bb_pos+t):0}producerName(t){let e=this.bb.__offset(this.bb_pos,8);return e?this.bb.__string(this.bb_pos+e,t):null}producerVersion(t){let e=this.bb.__offset(this.bb_pos,10);return e?this.bb.__string(this.bb_pos+e,t):null}domain(t){let e=this.bb.__offset(this.bb_pos,12);return e?this.bb.__string(this.bb_pos+e,t):null}modelVersion(){let t=this.bb.__offset(this.bb_pos,14);return t?this.bb.readInt64(this.bb_pos+t):this.bb.createLong(0,0)}docString(t){let e=this.bb.__offset(this.bb_pos,16);return e?this.bb.__string(this.bb_pos+e,t):null}graph(t){let e=this.bb.__offset(this.bb_pos,18);return e?(t||new a.experimental.fbs.Graph).__init(this.bb.__indirect(this.bb_pos+e),this.bb):null}graphDocString(t){let e=this.bb.__offset(this.bb_pos,20);return e?this.bb.__string(this.bb_pos+e,t):null}static startModel(t){t.startObject(9)}static addIrVersion(t,e){t.addFieldInt64(0,e,t.createLong(0,0))}static addOpsetImport(t,e){t.addFieldOffset(1,e,0)}static createOpsetImportVector(t,e){t.startVector(4,e.length,4);for(let r=e.length-1;r>=0;r--)t.addOffset(e[r]);return t.endVector()}static startOpsetImportVector(t,e){t.startVector(4,e,4)}static addProducerName(t,e){t.addFieldOffset(2,e,0)}static addProducerVersion(t,e){t.addFieldOffset(3,e,0)}static addDomain(t,e){t.addFieldOffset(4,e,0)}static addModelVersion(t,e){t.addFieldInt64(5,e,t.createLong(0,0))}static addDocString(t,e){t.addFieldOffset(6,e,0)}static addGraph(t,e){t.addFieldOffset(7,e,0)}static addGraphDocString(t,e){t.addFieldOffset(8,e,0)}static endModel(t){return t.endObject()}static createModel(t,e,r,i,d,g,m,_,y,w){return l.startModel(t),l.addIrVersion(t,e),l.addOpsetImport(t,r),l.addProducerName(t,i),l.addProducerVersion(t,d),l.addDomain(t,g),l.addModelVersion(t,m),l.addDocString(t,_),l.addGraph(t,y),l.addGraphDocString(t,w),l.endModel(t)}}f.Model=l})(h.fbs||(h.fbs={}))})(a.experimental||(a.experimental={}))}(n.onnxruntime||(n.onnxruntime={})),function(a){(function(h){(function(f){class l{constructor(){this.bb=null,this.bb_pos=0}__init(t,e){return this.bb_pos=t,this.bb=e,this}static getRootAsKernelCreateInfos(t,e){return(e||new l).__init(t.readInt32(t.position())+t.position(),t)}static getSizePrefixedRootAsKernelCreateInfos(t,e){return t.setPosition(t.position()+u.flatbuffers.SIZE_PREFIX_LENGTH),(e||new l).__init(t.readInt32(t.position())+t.position(),t)}nodeIndices(t){let e=this.bb.__offset(this.bb_pos,4);return e?this.bb.readUint32(this.bb.__vector(this.bb_pos+e)+4*t):0}nodeIndicesLength(){let t=this.bb.__offset(this.bb_pos,4);return t?this.bb.__vector_len(this.bb_pos+t):0}nodeIndicesArray(){let t=this.bb.__offset(this.bb_pos,4);return t?new Uint32Array(this.bb.bytes().buffer,this.bb.bytes().byteOffset+this.bb.__vector(this.bb_pos+t),this.bb.__vector_len(this.bb_pos+t)):null}kernelDefHashes(t){let e=this.bb.__offset(this.bb_pos,6);return e?this.bb.readUint64(this.bb.__vector(this.bb_pos+e)+8*t):this.bb.createLong(0,0)}kernelDefHashesLength(){let t=this.bb.__offset(this.bb_pos,6);return t?this.bb.__vector_len(this.bb_pos+t):0}static startKernelCreateInfos(t){t.startObject(2)}static addNodeIndices(t,e){t.addFieldOffset(0,e,0)}static createNodeIndicesVector(t,e){t.startVector(4,e.length,4);for(let r=e.length-1;r>=0;r--)t.addInt32(e[r]);return t.endVector()}static startNodeIndicesVector(t,e){t.startVector(4,e,4)}static addKernelDefHashes(t,e){t.addFieldOffset(1,e,0)}static createKernelDefHashesVector(t,e){t.startVector(8,e.length,8);for(let r=e.length-1;r>=0;r--)t.addInt64(e[r]);return t.endVector()}static startKernelDefHashesVector(t,e){t.startVector(8,e,8)}static endKernelCreateInfos(t){return t.endObject()}static createKernelCreateInfos(t,e,r){return l.startKernelCreateInfos(t),l.addNodeIndices(t,e),l.addKernelDefHashes(t,r),l.endKernelCreateInfos(t)}}f.KernelCreateInfos=l})(h.fbs||(h.fbs={}))})(a.experimental||(a.experimental={}))}(n.onnxruntime||(n.onnxruntime={})),function(a){(function(h){(function(f){class l{constructor(){this.bb=null,this.bb_pos=0}__init(t,e){return this.bb_pos=t,this.bb=e,this}static getRootAsSubGraphSessionState(t,e){return(e||new l).__init(t.readInt32(t.position())+t.position(),t)}static getSizePrefixedRootAsSubGraphSessionState(t,e){return t.setPosition(t.position()+u.flatbuffers.SIZE_PREFIX_LENGTH),(e||new l).__init(t.readInt32(t.position())+t.position(),t)}graphId(t){let e=this.bb.__offset(this.bb_pos,4);return e?this.bb.__string(this.bb_pos+e,t):null}sessionState(t){let e=this.bb.__offset(this.bb_pos,6);return e?(t||new a.experimental.fbs.SessionState).__init(this.bb.__indirect(this.bb_pos+e),this.bb):null}static startSubGraphSessionState(t){t.startObject(2)}static addGraphId(t,e){t.addFieldOffset(0,e,0)}static addSessionState(t,e){t.addFieldOffset(1,e,0)}static endSubGraphSessionState(t){let e=t.endObject();return t.requiredField(e,4),e}static createSubGraphSessionState(t,e,r){return l.startSubGraphSessionState(t),l.addGraphId(t,e),l.addSessionState(t,r),l.endSubGraphSessionState(t)}}f.SubGraphSessionState=l})(h.fbs||(h.fbs={}))})(a.experimental||(a.experimental={}))}(n.onnxruntime||(n.onnxruntime={})),function(a){(function(h){(function(f){class l{constructor(){this.bb=null,this.bb_pos=0}__init(t,e){return this.bb_pos=t,this.bb=e,this}static getRootAsSessionState(t,e){return(e||new l).__init(t.readInt32(t.position())+t.position(),t)}static getSizePrefixedRootAsSessionState(t,e){return t.setPosition(t.position()+u.flatbuffers.SIZE_PREFIX_LENGTH),(e||new l).__init(t.readInt32(t.position())+t.position(),t)}kernels(t){let e=this.bb.__offset(this.bb_pos,4);return e?(t||new a.experimental.fbs.KernelCreateInfos).__init(this.bb.__indirect(this.bb_pos+e),this.bb):null}subGraphSessionStates(t,e){let r=this.bb.__offset(this.bb_pos,6);return r?(e||new a.experimental.fbs.SubGraphSessionState).__init(this.bb.__indirect(this.bb.__vector(this.bb_pos+r)+4*t),this.bb):null}subGraphSessionStatesLength(){let t=this.bb.__offset(this.bb_pos,6);return t?this.bb.__vector_len(this.bb_pos+t):0}static startSessionState(t){t.startObject(2)}static addKernels(t,e){t.addFieldOffset(0,e,0)}static addSubGraphSessionStates(t,e){t.addFieldOffset(1,e,0)}static createSubGraphSessionStatesVector(t,e){t.startVector(4,e.length,4);for(let r=e.length-1;r>=0;r--)t.addOffset(e[r]);return t.endVector()}static startSubGraphSessionStatesVector(t,e){t.startVector(4,e,4)}static endSessionState(t){return t.endObject()}static createSessionState(t,e,r){return l.startSessionState(t),l.addKernels(t,e),l.addSubGraphSessionStates(t,r),l.endSessionState(t)}}f.SessionState=l})(h.fbs||(h.fbs={}))})(a.experimental||(a.experimental={}))}(n.onnxruntime||(n.onnxruntime={})),function(a){(function(h){(function(f){class l{constructor(){this.bb=null,this.bb_pos=0}__init(t,e){return this.bb_pos=t,this.bb=e,this}static getRootAsInferenceSession(t,e){return(e||new l).__init(t.readInt32(t.position())+t.position(),t)}static getSizePrefixedRootAsInferenceSession(t,e){return t.setPosition(t.position()+u.flatbuffers.SIZE_PREFIX_LENGTH),(e||new l).__init(t.readInt32(t.position())+t.position(),t)}static bufferHasIdentifier(t){return t.__has_identifier("ORTM")}ortVersion(t){let e=this.bb.__offset(this.bb_pos,4);return e?this.bb.__string(this.bb_pos+e,t):null}model(t){let e=this.bb.__offset(this.bb_pos,6);return e?(t||new a.experimental.fbs.Model).__init(this.bb.__indirect(this.bb_pos+e),this.bb):null}sessionState(t){let e=this.bb.__offset(this.bb_pos,8);return e?(t||new a.experimental.fbs.SessionState).__init(this.bb.__indirect(this.bb_pos+e),this.bb):null}static startInferenceSession(t){t.startObject(3)}static addOrtVersion(t,e){t.addFieldOffset(0,e,0)}static addModel(t,e){t.addFieldOffset(1,e,0)}static addSessionState(t,e){t.addFieldOffset(2,e,0)}static endInferenceSession(t){return t.endObject()}static finishInferenceSessionBuffer(t,e){t.finish(e,"ORTM")}static finishSizePrefixedInferenceSessionBuffer(t,e){t.finish(e,"ORTM",!0)}static createInferenceSession(t,e,r,i){return l.startInferenceSession(t),l.addOrtVersion(t,e),l.addModel(t,r),l.addSessionState(t,i),l.endInferenceSession(t)}}f.InferenceSession=l})(h.fbs||(h.fbs={}))})(a.experimental||(a.experimental={}))}(n.onnxruntime||(n.onnxruntime={}))},7448:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.OnnxjsSessionHandler=void 0;const u=o(1670),c=o(9162);n.OnnxjsSessionHandler=class{constructor(p){this.session=p,this.inputNames=this.session.inputNames,this.outputNames=this.session.outputNames}async dispose(){}async run(p,a,h){const f=new Map;for(const t in p)if(Object.hasOwnProperty.call(p,t)){const e=p[t];f.set(t,new c.Tensor(e.dims,e.type,void 0,void 0,e.data))}const l=await this.session.run(f),s={};return l.forEach((t,e)=>{s[e]=new u.Tensor(t.type,t.data,t.dims)}),s}startProfiling(){this.session.startProfiling()}endProfiling(){this.session.endProfiling()}}},6919:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.Session=void 0;const u=o(7067),c=o(1296),p=o(7091),a=o(1036),h=o(6231),f=o(2644);n.Session=class{constructor(l={}){this._initialized=!1,this.backendHint=l.backendHint,this.profiler=h.Profiler.create(l.profiler),this.context={profiler:this.profiler,graphInputTypes:[],graphInputDims:[]}}get inputNames(){return this._model.graph.getInputNames()}get outputNames(){return this._model.graph.getOutputNames()}startProfiling(){this.profiler.start()}endProfiling(){this.profiler.stop()}async loadModel(l,s,t){await this.profiler.event("session","Session.loadModel",async()=>{const e=await(0,p.resolveBackend)(this.backendHint);if(this.sessionHandler=e.createSessionHandler(this.context),this._model=new f.Model,typeof l=="string"){const r=l.endsWith(".ort");if(typeof fetch>"u"){const i=await(0,c.promisify)(u.readFile)(l);this.initialize(i,r)}else{const i=await fetch(l),d=await i.arrayBuffer();this.initialize(new Uint8Array(d),r)}}else if(ArrayBuffer.isView(l))this.initialize(l);else{const r=new Uint8Array(l,s||0,t||l.byteLength);this.initialize(r)}})}initialize(l,s){if(this._initialized)throw new Error("already initialized");this.profiler.event("session","Session.initialize",()=>{const t=this.sessionHandler.transformGraph?this.sessionHandler:void 0;this._model.load(l,t,s),this.sessionHandler.onGraphInitialized&&this.sessionHandler.onGraphInitialized(this._model.graph),this.initializeOps(this._model.graph),this._executionPlan=new a.ExecutionPlan(this._model.graph,this._ops,this.profiler)}),this._initialized=!0}async run(l){if(!this._initialized)throw new Error("session not initialized yet");return this.profiler.event("session","Session.run",async()=>{const s=this.normalizeAndValidateInputs(l),t=await this._executionPlan.execute(this.sessionHandler,s);return this.createOutput(t)})}normalizeAndValidateInputs(l){const s=this._model.graph.getInputNames();if(Array.isArray(l)){if(l.length!==s.length)throw new Error(`incorrect input array length: expected ${s.length} but got ${l.length}`)}else{if(l.size!==s.length)throw new Error(`incorrect input map size: expected ${s.length} but got ${l.size}`);const t=new Array(l.size);let e=0;for(let r=0;rtypeof O=="string")))throw new TypeError("cache should be a string array");A&&(this.cache=new Array(S))}else{if(w!==void 0){const O=e(m);if(!(w instanceof O))throw new TypeError(`cache should be type ${O.name}`)}if(A){const O=new ArrayBuffer(S*function(x){switch(x){case"bool":case"int8":case"uint8":return 1;case"int16":case"uint16":return 2;case"int32":case"uint32":case"float32":return 4;case"float64":return 8;default:throw new Error(`cannot calculate sizeof() on type ${x}`)}}(m));this.cache=function(x,I){return new(e(I))(x)}(O,m)}}}static fromProto(g){if(!g)throw new Error("cannot construct Value from an empty tensor");const m=f.ProtoUtil.tensorDataTypeFromProto(g.dataType),_=f.ProtoUtil.tensorDimsFromProto(g.dims),y=new s(_,m);if(m==="string")g.stringData.forEach((w,v)=>{y.data[v]=(0,f.decodeUtf8String)(w)});else if(g.rawData&&typeof g.rawData.byteLength=="number"&&g.rawData.byteLength>0){const w=y.data,v=new DataView(g.rawData.buffer,g.rawData.byteOffset,g.rawData.byteLength),S=t(g.dataType),A=g.rawData.byteLength/S;if(g.rawData.byteLength%S!=0)throw new Error("invalid buffer length");if(w.length!==A)throw new Error("buffer length mismatch");for(let O=0;O0){const w=y.data,v=new DataView(g.rawDataArray().buffer,g.rawDataArray().byteOffset,g.rawDataLength()),S=t(g.dataType()),A=g.rawDataLength()/S;if(g.rawDataLength()%S!=0)throw new Error("invalid buffer length");if(w.length!==A)throw new Error("buffer length mismatch");for(let O=0;O1&&I>1)return;A[S-O]=Math.max(x,I)}return A}static index(m,_){const y=new Array(_.length);return l.fillIndex(m,_,y),y}static fillIndex(m,_,y){const w=m.length-_.length;for(let v=0;v<_.length;v++)y[v]=m[w+v]%_[v]}static calc(m,_,y,w,v){const S=l.calcShape(m.dims,_.dims);if(S){if(w&&!e.areEqual(S,m.dims))return;const A=e.size(S),O=w?m:new h.Tensor(S,v||m.type);if(S.length===0)O.set([],y(m.get([]),_.get([])));else{const x=new Array(S.length),I=new Array(m.dims.length),N=new Array(_.dims.length);let R,L=0,F=0,V=!1,D=!1;m.dims.length===0&&(L=m.get([]),V=!0),_.dims.length===0&&(F=_.get([]),D=!0);for(let j=0;j=0;Q--)x[Q]=R%S[Q],R=Math.floor(R/S[Q]);V||(l.fillIndex(x,m.dims,I),L=m.get(I)),D||(l.fillIndex(x,_.dims,N),F=_.get(N)),O.set(x,y(L,F))}}return O}}static isValidBroadcast(m,_){const y=m.length,w=_.length;if(y>w)return!1;for(let v=1;v<=y;v++)if(m[y-v]!==1&&m[y-v]!==_[w-v])return!1;return!0}static getBroadcastDims(m,_){const y=m.length,w=[];for(let v=0;v1&&A===1&&w.unshift(S)}return w}}n.BroadcastUtil=l,n.arrayCopyHelper=function(g,m,_,y,w){if(y<0||y>=m.length)throw new Error("sourceIndex out of bounds");if(_<0||_>=g.length)throw new Error("targetIndex out of bounds");if(y+w>m.length)throw new Error("source indices to be copied are outside bounds");if(_+w>g.length)throw new Error("target array is too small to hold result");for(let v=0;vp.default.isLong(_)?_.toNumber():_)}static tensorValueTypeFromProto(m){return{tensorType:s.tensorDataTypeFromProto(m.elemType),shape:{dims:s.tensorDimsFromProto(m.shape.dim.map(_=>_.dimValue))}}}static tensorDimsFromORTFormat(m){const _=[];for(let y=0;ym.length)throw new Error(`invalid dimension of ${_} for sizeFromDimension as Tensor has ${m.length} dimensions.`);return e.getSizeFromDimensionRange(m,_,m.length)}static sizeToDimension(m,_){if(_<0||_>m.length)throw new Error(`invalid dimension of ${_} for sizeToDimension as Tensor has ${m.length} dimensions.`);return e.getSizeFromDimensionRange(m,0,_)}static getSizeFromDimensionRange(m,_,y){let w=1;for(let v=_;v=0;--w)y[w]=y[w+1]*m[w+1];return y}static transpose(m){return m.slice().reverse()}static indicesToOffset(m,_,y){y===void 0&&(y=m.length);let w=0;for(let v=0;v=_)throw new Error("unsupported axis for this operation.");return m<0?m+_:m}static normalizeAxes(m,_){return m.map(y=>this.normalizeAxis(y,_))}static incrementIndex(m,_,y){if(_.length===0||m.length===0)throw new Error("Index incrementing unsupported for scalar Tensor");if(y===void 0)y=_.length;else if(y<=0||y>_.length)throw new Error("Incorrect axis to increment on");for(let w=y-1;w>=0&&(m[w]++,!(m[w]<_[w]));--w)m[w]=0}static calculateReshapedDims(m,_){if(_.length===0){if(m.length===0||e.size(m)===1)return[];throw new Error("cannot reshape to a scalar Tensor")}const y=_.length,w=new Array(y);let v=-1,S=1;for(let O=0;O=m.length)throw new Error("the dimension with value zero exceeds the dimension size of the input tensor");w[O]=m[O]}else w[O]=_[O];S*=w[O]}}const A=e.size(m);if(v!==-1){if(A%S!=0)throw new Error(`the input tensor cannot be reshaped to the requested shape. Input shape: [${m}] Output shape: [${_}]`);w[v]=A/S}else if(S!==A)throw new Error("reshapedDims and originalDims don't have matching sizes");return w}static sortBasedOnPerm(m,_){return _?_.map(y=>m[y]):m.slice().reverse()}static padShape(m,_){const y=m.length;return m.map((w,v)=>w+_[v]+_[v+y])}static areEqual(m,_){return m.length===_.length&&m.every((y,w)=>y===_[w])}static validateDimsAndCalcSize(m){if(m.length>6)throw new TypeError("Only rank 0 to 6 is supported for tensor shape.");let _=1;for(const y of m){if(!Number.isInteger(y))throw new TypeError(`Invalid shape: ${y} is not an integer`);if(y<0||y>2147483647)throw new TypeError(`Invalid shape: length ${y} is not allowed`);_*=y}return _}static flattenShape(m,_){_<0&&(_+=m.length);const y=m.reduce((v,S)=>v*S,1),w=m.slice(_).reduce((v,S)=>v*S,1);return[y/w,w]}static squeezeShape(m,_){const y=new Array;_=e.normalizeAxes(_,m.length);for(let w=0;w=0;if(v&&m[w]!==1)throw new Error("squeeze an axis of size different than 1");(_.length===0&&m[w]>1||_.length>0&&!v)&&y.push(m[w])}return y}static unsqueezeShape(m,_){const y=new Array(m.length+_.length);y.fill(0);for(let v=0;v<_.length;v++){const S=e.normalizeAxis(_[v],y.length);if(S>=y.length)throw new Error("'axes' has an out of range axis");if(y[S]!==0)throw new Error("'axes' has a duplicate axis");y[S]=1}let w=0;for(let v=0;v=m.length)throw new Error("sourceIndex out of bounds");if(_<0||_>=g.length)throw new Error("targetIndex out of bounds");if(y+w>m.length)throw new Error("source indices to be copied are outside bounds");if(_+w>g.length)throw new Error("target array is too small to hold result");for(let v=0;v=m.length)throw new Error("sourceIndex out of bounds");if(_<0||_>=g.length)throw new Error("targetIndex out of bounds");if(y+w>m.length)throw new Error("source indices to be copied are outside bounds");if(_+w>g.length)throw new Error("target array is too small to hold result");for(let S=0;S=m.length)throw new Error("sourceIndex out of bounds");if(_<0||_>=g.length)throw new Error("targetIndex out of bounds");if(y+w>m.length)throw new Error("source indices to be copied are outside bounds");if(_+w>g.length)throw new Error("target array is too small to hold result");for(let S=0;S=m.length)throw new Error("sourceIndex out of bounds");if(_<0||_>=g.length)throw new Error("targetIndex out of bounds");if(y+w>m.length)throw new Error("source indices to be copied are outside bounds");if(_+w>g.length)throw new Error("target array is too small to hold result");for(let v=0;v_.push(F));const A=i.calcReduceShape(S,_,!0),O=e.size(A),x=new h.Tensor(A,m.type),I=e.computeStrides(A),N=e.computeStrides(S),R=new Array(S.length);for(let L=0;L=_.length)return S(m[v]);const x=_[w],I=x>=y.length?1:e.size(y.slice(x+1));for(let N=0;Nv!==0)}}n.ReduceUtil=i;class d{static adjustPoolAttributes(m,_,y,w,v,S){if(!m&&y.length!==_.length-2)throw new Error("length of specified kernel shapes should be 2 less than length of input dimensions");if(m)for(let A=0;A<_.length-2;A++)A>=y.length?y.push(_[A+2]):y[A]=_[A+2];for(let A=0;A=y[A]||S[A+y.length]>=y[A])throw new Error("pads should be smaller than kernel")}}static adjustPadsBasedOnAutoPad(m,_,y,w,v,S){if(S){if(v.length!==2*(m.length-2))throw new Error("length of pads should be twice the length of data dimensions");if(_.length!==m.length-2)throw new Error("length of strides should be the length of data dimensions");if(w.length!==m.length-2)throw new Error("length of kernel shapes should be the length of data dimensions");for(let A=0;A{Object.defineProperty(n,"__esModule",{value:!0}),n.iterateExtraOptions=void 0,n.iterateExtraOptions=(o,u,c,p)=>{if(typeof o=="object"&&o!==null){if(c.has(o))throw new Error("Circular reference in options");c.add(o)}Object.entries(o).forEach(([a,h])=>{const f=u?u+a:a;if(typeof h=="object")(0,n.iterateExtraOptions)(h,f+".",c,p);else if(typeof h=="string"||typeof h=="number")p(f,h.toString());else{if(typeof h!="boolean")throw new Error("Can't handle extra config type: "+typeof h);p(f,h?"1":"0")}})}},2157:function(b,n,o){var u,c=this&&this.__createBinding||(Object.create?function(I,N,R,L){L===void 0&&(L=R);var F=Object.getOwnPropertyDescriptor(N,R);F&&!("get"in F?!N.__esModule:F.writable||F.configurable)||(F={enumerable:!0,get:function(){return N[R]}}),Object.defineProperty(I,L,F)}:function(I,N,R,L){L===void 0&&(L=R),I[L]=N[R]}),p=this&&this.__setModuleDefault||(Object.create?function(I,N){Object.defineProperty(I,"default",{enumerable:!0,value:N})}:function(I,N){I.default=N}),a=this&&this.__importStar||function(I){if(I&&I.__esModule)return I;var N={};if(I!=null)for(var R in I)R!=="default"&&Object.prototype.hasOwnProperty.call(I,R)&&c(N,I,R);return p(N,I),N};Object.defineProperty(n,"__esModule",{value:!0}),n.endProfiling=n.run=n.releaseSession=n.createSession=n.createSessionFinalize=n.createSessionAllocate=n.initOrt=n.initWasm=void 0;const h=o(1670),f=a(o(349)),l=o(6361),s=()=>!!h.env.wasm.proxy&&typeof document<"u";let t,e,r,i=!1,d=!1,g=!1;const m=[],_=[],y=[],w=[],v=[],S=[],A=()=>{if(i||!d||g||!t)throw new Error("worker not ready")},O=I=>{switch(I.data.type){case"init-wasm":i=!1,I.data.err?(g=!0,e[1](I.data.err)):(d=!0,e[0]());break;case"init-ort":I.data.err?r[1](I.data.err):r[0]();break;case"create_allocate":I.data.err?m.shift()[1](I.data.err):m.shift()[0](I.data.out);break;case"create_finalize":I.data.err?_.shift()[1](I.data.err):_.shift()[0](I.data.out);break;case"create":I.data.err?y.shift()[1](I.data.err):y.shift()[0](I.data.out);break;case"release":I.data.err?w.shift()[1](I.data.err):w.shift()[0]();break;case"run":I.data.err?v.shift()[1](I.data.err):v.shift()[0](I.data.out);break;case"end-profiling":I.data.err?S.shift()[1](I.data.err):S.shift()[0]()}},x=typeof document<"u"?(u=document==null?void 0:document.currentScript)===null||u===void 0?void 0:u.src:void 0;n.initWasm=async()=>{if(s()){if(d)return;if(i)throw new Error("multiple calls to 'initWasm()' detected.");if(g)throw new Error("previous call to 'initWasm()' failed.");return i=!0,h.env.wasm.wasmPaths===void 0&&x&&x.indexOf("blob:")!==0&&(h.env.wasm.wasmPaths=x.substr(0,+x.lastIndexOf("/")+1)),new Promise((I,N)=>{t==null||t.terminate(),t=o(9710).Z(),t.onmessage=O,e=[I,N];const R={type:"init-wasm",in:h.env.wasm};t.postMessage(R)})}return(0,l.initializeWebAssembly)(h.env.wasm)},n.initOrt=async(I,N)=>{if(s())return A(),new Promise((R,L)=>{r=[R,L];const F={type:"init-ort",in:{numThreads:I,loggingLevel:N}};t.postMessage(F)});f.initOrt(I,N)},n.createSessionAllocate=async I=>s()?(A(),new Promise((N,R)=>{m.push([N,R]);const L={type:"create_allocate",in:{model:I}};t.postMessage(L,[I.buffer])})):f.createSessionAllocate(I),n.createSessionFinalize=async(I,N)=>s()?(A(),new Promise((R,L)=>{_.push([R,L]);const F={type:"create_finalize",in:{modeldata:I,options:N}};t.postMessage(F)})):f.createSessionFinalize(I,N),n.createSession=async(I,N)=>s()?(A(),new Promise((R,L)=>{y.push([R,L]);const F={type:"create",in:{model:I,options:N}};t.postMessage(F,[I.buffer])})):f.createSession(I,N),n.releaseSession=async I=>{if(s())return A(),new Promise((N,R)=>{w.push([N,R]);const L={type:"release",in:I};t.postMessage(L)});f.releaseSession(I)},n.run=async(I,N,R,L,F)=>s()?(A(),new Promise((V,D)=>{v.push([V,D]);const j={type:"run",in:{sessionId:I,inputIndices:N,inputs:R,outputIndices:L,options:F}};t.postMessage(j,f.extractTransferableBuffers(R))})):f.run(I,N,R,L,F),n.endProfiling=async I=>{if(s())return A(),new Promise((N,R)=>{S.push([N,R]);const L={type:"end-profiling",in:I};t.postMessage(L)});f.endProfiling(I)}},586:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.setRunOptions=void 0;const u=o(7967),c=o(4983),p=o(6361);n.setRunOptions=a=>{const h=(0,p.getInstance)();let f=0;const l=[],s=a||{};try{if((a==null?void 0:a.logSeverityLevel)===void 0)s.logSeverityLevel=2;else if(typeof a.logSeverityLevel!="number"||!Number.isInteger(a.logSeverityLevel)||a.logSeverityLevel<0||a.logSeverityLevel>4)throw new Error(`log serverity level is not valid: ${a.logSeverityLevel}`);if((a==null?void 0:a.logVerbosityLevel)===void 0)s.logVerbosityLevel=0;else if(typeof a.logVerbosityLevel!="number"||!Number.isInteger(a.logVerbosityLevel))throw new Error(`log verbosity level is not valid: ${a.logVerbosityLevel}`);(a==null?void 0:a.terminate)===void 0&&(s.terminate=!1);let t=0;if((a==null?void 0:a.tag)!==void 0&&(t=(0,c.allocWasmString)(a.tag,l)),f=h._OrtCreateRunOptions(s.logSeverityLevel,s.logVerbosityLevel,!!s.terminate,t),f===0)throw new Error("Can't create run options");return(a==null?void 0:a.extra)!==void 0&&(0,u.iterateExtraOptions)(a.extra,"",new WeakSet,(e,r)=>{const i=(0,c.allocWasmString)(e,l),d=(0,c.allocWasmString)(r,l);if(h._OrtAddRunConfigEntry(f,i,d)!==0)throw new Error(`Can't set a run config entry: ${e} - ${r}`)}),[f,l]}catch(t){throw f!==0&&h._OrtReleaseRunOptions(f),l.forEach(h._free),t}}},2306:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.OnnxruntimeWebAssemblySessionHandler=void 0;const u=o(2806),c=o(1670),p=o(2850),a=o(2157);let h;n.OnnxruntimeWebAssemblySessionHandler=class{async createSessionAllocate(f){const l=await fetch(f),s=await l.arrayBuffer();return(0,a.createSessionAllocate)(new Uint8Array(s))}async loadModel(f,l){if(h||(await(0,a.initOrt)(c.env.wasm.numThreads,(s=>{switch(s){case"verbose":return 0;case"info":return 1;case"warning":return 2;case"error":return 3;case"fatal":return 4;default:throw new Error(`unsupported logging level: ${s}`)}})(c.env.logLevel)),h=!0),typeof f=="string")if(typeof fetch>"u"){const s=await(0,p.promisify)(u.readFile)(f);[this.sessionId,this.inputNames,this.outputNames]=await(0,a.createSession)(s,l)}else{const s=await this.createSessionAllocate(f);[this.sessionId,this.inputNames,this.outputNames]=await(0,a.createSessionFinalize)(s,l)}else[this.sessionId,this.inputNames,this.outputNames]=await(0,a.createSession)(f,l)}async dispose(){return(0,a.releaseSession)(this.sessionId)}async run(f,l,s){const t=[],e=[];Object.entries(f).forEach(g=>{const m=g[0],_=g[1],y=this.inputNames.indexOf(m);if(y===-1)throw new Error(`invalid input '${m}'`);t.push(_),e.push(y)});const r=[];Object.entries(l).forEach(g=>{const m=g[0],_=this.outputNames.indexOf(m);if(_===-1)throw new Error(`invalid output '${m}'`);r.push(_)});const i=await(0,a.run)(this.sessionId,e,t.map(g=>[g.type,g.dims,g.data]),r,s),d={};for(let g=0;g{Object.defineProperty(n,"__esModule",{value:!0}),n.setSessionOptions=void 0;const u=o(7967),c=o(4983),p=o(6361);n.setSessionOptions=a=>{const h=(0,p.getInstance)();let f=0;const l=[],s=a||{};(t=>{t.extra||(t.extra={}),t.extra.session||(t.extra.session={});const e=t.extra.session;e.use_ort_model_bytes_directly||(e.use_ort_model_bytes_directly="1")})(s);try{(a==null?void 0:a.graphOptimizationLevel)===void 0&&(s.graphOptimizationLevel="all");const t=(i=>{switch(i){case"disabled":return 0;case"basic":return 1;case"extended":return 2;case"all":return 99;default:throw new Error(`unsupported graph optimization level: ${i}`)}})(s.graphOptimizationLevel);(a==null?void 0:a.enableCpuMemArena)===void 0&&(s.enableCpuMemArena=!0),(a==null?void 0:a.enableMemPattern)===void 0&&(s.enableMemPattern=!0),(a==null?void 0:a.executionMode)===void 0&&(s.executionMode="sequential");const e=(i=>{switch(i){case"sequential":return 0;case"parallel":return 1;default:throw new Error(`unsupported execution mode: ${i}`)}})(s.executionMode);let r=0;if((a==null?void 0:a.logId)!==void 0&&(r=(0,c.allocWasmString)(a.logId,l)),(a==null?void 0:a.logSeverityLevel)===void 0)s.logSeverityLevel=2;else if(typeof a.logSeverityLevel!="number"||!Number.isInteger(a.logSeverityLevel)||a.logSeverityLevel<0||a.logSeverityLevel>4)throw new Error(`log serverity level is not valid: ${a.logSeverityLevel}`);if((a==null?void 0:a.logVerbosityLevel)===void 0)s.logVerbosityLevel=0;else if(typeof a.logVerbosityLevel!="number"||!Number.isInteger(a.logVerbosityLevel))throw new Error(`log verbosity level is not valid: ${a.logVerbosityLevel}`);if((a==null?void 0:a.enableProfiling)===void 0&&(s.enableProfiling=!1),f=h._OrtCreateSessionOptions(t,!!s.enableCpuMemArena,!!s.enableMemPattern,e,!!s.enableProfiling,0,r,s.logSeverityLevel,s.logVerbosityLevel),f===0)throw new Error("Can't create session options");return a!=null&&a.executionProviders&&((i,d,g)=>{for(const m of d){let _=typeof m=="string"?m:m.name;switch(_){case"xnnpack":_="XNNPACK";break;case"wasm":case"cpu":continue;default:throw new Error(`not supported EP: ${_}`)}const y=(0,c.allocWasmString)(_,g);if((0,p.getInstance)()._OrtAppendExecutionProvider(i,y)!==0)throw new Error(`Can't append execution provider: ${_}`)}})(f,a.executionProviders,l),(a==null?void 0:a.extra)!==void 0&&(0,u.iterateExtraOptions)(a.extra,"",new WeakSet,(i,d)=>{const g=(0,c.allocWasmString)(i,l),m=(0,c.allocWasmString)(d,l);if(h._OrtAddSessionConfigEntry(f,g,m)!==0)throw new Error(`Can't set a session config entry: ${i} - ${d}`)}),[f,l]}catch(t){throw f!==0&&h._OrtReleaseSessionOptions(f),l.forEach(h._free),t}}},4983:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.allocWasmString=void 0;const u=o(6361);n.allocWasmString=(c,p)=>{const a=(0,u.getInstance)(),h=a.lengthBytesUTF8(c)+1,f=a._malloc(h);return a.stringToUTF8(c,f,h),p.push(f),f}},349:(b,n,o)=>{Object.defineProperty(n,"__esModule",{value:!0}),n.extractTransferableBuffers=n.endProfiling=n.run=n.releaseSession=n.createSession=n.createSessionFinalize=n.createSessionAllocate=n.initOrt=void 0;const u=o(586),c=o(4919),p=o(4983),a=o(6361);n.initOrt=(t,e)=>{const r=(0,a.getInstance)()._OrtInit(t,e);if(r!==0)throw new Error(`Can't initialize onnxruntime. error code = ${r}`)};const h=new Map;n.createSessionAllocate=t=>{const e=(0,a.getInstance)(),r=e._malloc(t.byteLength);return e.HEAPU8.set(t,r),[r,t.byteLength]},n.createSessionFinalize=(t,e)=>{const r=(0,a.getInstance)();let i=0,d=0,g=[];try{if([d,g]=(0,c.setSessionOptions)(e),i=r._OrtCreateSession(t[0],t[1],d),i===0)throw new Error("Can't create a session")}finally{r._free(t[0]),r._OrtReleaseSessionOptions(d),g.forEach(r._free)}const m=r._OrtGetInputCount(i),_=r._OrtGetOutputCount(i),y=[],w=[],v=[],S=[];for(let A=0;A{const r=(0,n.createSessionAllocate)(t);return(0,n.createSessionFinalize)(r,e)},n.releaseSession=t=>{const e=(0,a.getInstance)(),r=h.get(t);if(!r)throw new Error("invalid session id");const i=r[0],d=r[1],g=r[2];d.forEach(e._OrtFree),g.forEach(e._OrtFree),e._OrtReleaseSession(i),h.delete(t)};const f=t=>{switch(t){case"int8":return 3;case"uint8":return 2;case"bool":return 9;case"int16":return 5;case"uint16":return 4;case"int32":return 6;case"uint32":return 12;case"float32":return 1;case"float64":return 11;case"string":return 8;case"int64":return 7;case"uint64":return 13;default:throw new Error(`unsupported data type: ${t}`)}},l=t=>{switch(t){case 3:return"int8";case 2:return"uint8";case 9:return"bool";case 5:return"int16";case 4:return"uint16";case 6:return"int32";case 12:return"uint32";case 1:return"float32";case 11:return"float64";case 8:return"string";case 7:return"int64";case 13:return"uint64";default:throw new Error(`unsupported data type: ${t}`)}},s=t=>{switch(t){case"float32":return Float32Array;case"uint8":case"bool":return Uint8Array;case"int8":return Int8Array;case"uint16":return Uint16Array;case"int16":return Int16Array;case"int32":return Int32Array;case"float64":return Float64Array;case"uint32":return Uint32Array;case"int64":return BigInt64Array;case"uint64":return BigUint64Array;default:throw new Error(`unsupported type: ${t}`)}};n.run=(t,e,r,i,d)=>{const g=(0,a.getInstance)(),m=h.get(t);if(!m)throw new Error("invalid session id");const _=m[0],y=m[1],w=m[2],v=e.length,S=i.length;let A=0,O=[];const x=[],I=[];try{[A,O]=(0,u.setRunOptions)(d);for(let D=0;Dg.HEAP32[xe++]=ye);const oe=g._OrtCreateTensor(f(j),J,ee,Ae,Q.length);if(oe===0)throw new Error("Can't create a tensor");x.push(oe)}finally{g.stackRestore(ue)}}const N=g.stackSave(),R=g.stackAlloc(4*v),L=g.stackAlloc(4*v),F=g.stackAlloc(4*S),V=g.stackAlloc(4*S);try{let D=R/4,j=L/4,Q=F/4,X=V/4;for(let ue=0;ueOe*Be);if(ye=l($e),ye==="string"){const Oe=[];let Be=be/4;for(let Ve=0;Ve{const e=(0,a.getInstance)(),r=h.get(t);if(!r)throw new Error("invalid session id");const i=r[0],d=e._OrtEndProfiling(i);if(d===0)throw new Error("Can't get an profile file name");e._OrtFree(d)},n.extractTransferableBuffers=t=>{const e=[];for(const r of t){const i=r[2];!Array.isArray(i)&&i.buffer&&e.push(i.buffer)}return e}},6361:function(b,n,o){var u=this&&this.__createBinding||(Object.create?function(d,g,m,_){_===void 0&&(_=m);var y=Object.getOwnPropertyDescriptor(g,m);y&&!("get"in y?!g.__esModule:y.writable||y.configurable)||(y={enumerable:!0,get:function(){return g[m]}}),Object.defineProperty(d,_,y)}:function(d,g,m,_){_===void 0&&(_=m),d[_]=g[m]}),c=this&&this.__setModuleDefault||(Object.create?function(d,g){Object.defineProperty(d,"default",{enumerable:!0,value:g})}:function(d,g){d.default=g}),p=this&&this.__importStar||function(d){if(d&&d.__esModule)return d;var g={};if(d!=null)for(var m in d)m!=="default"&&Object.prototype.hasOwnProperty.call(d,m)&&u(g,d,m);return c(g,d),g},a=this&&this.__importDefault||function(d){return d&&d.__esModule?d:{default:d}};Object.defineProperty(n,"__esModule",{value:!0}),n.dispose=n.getInstance=n.initializeWebAssembly=void 0;const h=p(o(6449)),f=a(o(932)),l=o(3474);let s,t=!1,e=!1,r=!1;const i=(d,g)=>g?d?"ort-wasm-simd-threaded.wasm":"ort-wasm-threaded.wasm":d?"ort-wasm-simd.wasm":"ort-wasm.wasm";n.initializeWebAssembly=async d=>{if(t)return Promise.resolve();if(e)throw new Error("multiple calls to 'initializeWebAssembly()' detected.");if(r)throw new Error("previous call to 'initializeWebAssembly()' failed.");e=!0;const g=d.initTimeout,m=d.numThreads,_=d.simd,y=m>1&&(()=>{try{return typeof SharedArrayBuffer<"u"&&(typeof MessageChannel<"u"&&new MessageChannel().port1.postMessage(new SharedArrayBuffer(1)),WebAssembly.validate(new Uint8Array([0,97,115,109,1,0,0,0,1,4,1,96,0,0,3,2,1,0,5,4,1,3,1,1,10,11,1,9,0,65,0,254,16,2,0,26,11])))}catch{return!1}})(),w=_&&(()=>{try{return WebAssembly.validate(new Uint8Array([0,97,115,109,1,0,0,0,1,4,1,96,0,0,3,2,1,0,10,30,1,28,0,65,0,253,15,253,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,253,186,1,26,11]))}catch{return!1}})(),v=typeof d.wasmPaths=="string"?d.wasmPaths:void 0,S=i(!1,y),A=i(w,y),O=typeof d.wasmPaths=="object"?d.wasmPaths[A]:void 0;let x=!1;const I=[];if(g>0&&I.push(new Promise(N=>{setTimeout(()=>{x=!0,N()},g)})),I.push(new Promise((N,R)=>{const L=y?l:f.default,F={locateFile:(V,D)=>y&&V.endsWith(".worker.js")&&typeof Blob<"u"?URL.createObjectURL(new Blob([o(4154)],{type:"text/javascript"})):V===S?O??(v??D)+A:D+V};if(y)if(typeof Blob>"u")F.mainScriptUrlOrBlob=h.join("/","ort-wasm-threaded.js");else{const V=`var ortWasmThreaded=(function(){var _scriptDir;return ${L.toString()}})();`;F.mainScriptUrlOrBlob=new Blob([V],{type:"text/javascript"})}L(F).then(V=>{e=!1,t=!0,s=V,N()},V=>{e=!1,r=!0,R(V)})})),await Promise.race(I),x)throw new Error(`WebAssembly backend initializing failed due to timeout: ${g}ms`)},n.getInstance=()=>{if(t&&s)return s;throw new Error("WebAssembly is not initialized yet.")},n.dispose=()=>{var d;!t||e||r||(e=!0,(d=s.PThread)===null||d===void 0||d.terminateAllThreads(),s=void 0,e=!1,t=!1,r=!0)}},9710:(b,n,o)=>{o.d(n,{Z:()=>p});var u=o(477),c=o.n(u);function p(){return c()('/*!\n* ONNX Runtime Web v1.14.0\n* Copyright (c) Microsoft Corporation. All rights reserved.\n* Licensed under the MIT License.\n*/\n(()=>{var t={474:(t,e,n)=>{var _scriptDir,r=(_scriptDir=(_scriptDir="undefined"!=typeof document&&document.currentScript?document.currentScript.src:void 0)||"/index.js",function(t){function e(){return j.buffer!=D&&N(j.buffer),P}function r(){return j.buffer!=D&&N(j.buffer),U}function a(){return j.buffer!=D&&N(j.buffer),F}function i(){return j.buffer!=D&&N(j.buffer),I}function o(){return j.buffer!=D&&N(j.buffer),W}var u,c,s;t=t||{},u||(u=void 0!==t?t:{}),u.ready=new Promise((function(t,e){c=t,s=e}));var l,f,p,h,d,y,b=Object.assign({},u),m="./this.program",g=(t,e)=>{throw e},v="object"==typeof window,w="function"==typeof importScripts,_="object"==typeof process&&"object"==typeof process.versions&&"string"==typeof process.versions.node,O=u.ENVIRONMENT_IS_PTHREAD||!1,A="";function S(t){return u.locateFile?u.locateFile(t,A):A+t}if(_){let e;A=w?n(908).dirname(A)+"/":"//",y=()=>{d||(h=n(384),d=n(908))},l=function(t,e){return y(),t=d.normalize(t),h.readFileSync(t,e?void 0:"utf8")},p=t=>((t=l(t,!0)).buffer||(t=new Uint8Array(t)),t),f=(t,e,n)=>{y(),t=d.normalize(t),h.readFile(t,(function(t,r){t?n(t):e(r.buffer)}))},1{if(Q())throw process.exitCode=t,e;e instanceof ct||x("exiting due to exception: "+e),process.exit(t)},u.inspect=function(){return"[Emscripten Module object]"};try{e=n(925)}catch(t){throw console.error(\'The "worker_threads" module is not supported in this node.js build - perhaps a newer version is needed?\'),t}n.g.Worker=e.Worker}else(v||w)&&(w?A=self.location.href:"undefined"!=typeof document&&document.currentScript&&(A=document.currentScript.src),_scriptDir&&(A=_scriptDir),A=0!==A.indexOf("blob:")?A.substr(0,A.replace(/[?#].*/,"").lastIndexOf("/")+1):"",_||(l=t=>{var e=new XMLHttpRequest;return e.open("GET",t,!1),e.send(null),e.responseText},w&&(p=t=>{var e=new XMLHttpRequest;return e.open("GET",t,!1),e.responseType="arraybuffer",e.send(null),new Uint8Array(e.response)}),f=(t,e,n)=>{var r=new XMLHttpRequest;r.open("GET",t,!0),r.responseType="arraybuffer",r.onload=()=>{200==r.status||0==r.status&&r.response?e(r.response):n()},r.onerror=n,r.send(null)}));_&&"undefined"==typeof performance&&(n.g.performance=n(953).performance);var T=console.log.bind(console),E=console.warn.bind(console);_&&(y(),T=t=>h.writeSync(1,t+"\\n"),E=t=>h.writeSync(2,t+"\\n"));var M,C=u.print||T,x=u.printErr||E;Object.assign(u,b),b=null,u.thisProgram&&(m=u.thisProgram),u.quit&&(g=u.quit),u.wasmBinary&&(M=u.wasmBinary);var R=u.noExitRuntime||!1;"object"!=typeof WebAssembly&&at("no native wasm support detected");var j,k,D,P,U,F,I,W,H=!1,L="undefined"!=typeof TextDecoder?new TextDecoder("utf8"):void 0;function z(t,e,n){var r=(e>>>=0)+n;for(n=e;t[n]&&!(n>=r);)++n;if(16(a=224==(240&a)?(15&a)<<12|i<<6|o:(7&a)<<18|i<<12|o<<6|63&t[e++])?r+=String.fromCharCode(a):(a-=65536,r+=String.fromCharCode(55296|a>>10,56320|1023&a))}}else r+=String.fromCharCode(a)}return r}function Y(t,e){return(t>>>=0)?z(r(),t,e):""}function B(t,e,n,r){if(!(0>>=0;r=n+r-1;for(var i=0;i=o&&(o=65536+((1023&o)<<10)|1023&t.charCodeAt(++i)),127>=o){if(n>=r)break;e[n++>>>0]=o}else{if(2047>=o){if(n+1>=r)break;e[n++>>>0]=192|o>>6}else{if(65535>=o){if(n+2>=r)break;e[n++>>>0]=224|o>>12}else{if(n+3>=r)break;e[n++>>>0]=240|o>>18,e[n++>>>0]=128|o>>12&63}e[n++>>>0]=128|o>>6&63}e[n++>>>0]=128|63&o}}return e[n>>>0]=0,n-a}function G(t){for(var e=0,n=0;n=r?e++:2047>=r?e+=2:55296<=r&&57343>=r?(e+=4,++n):e+=3}return e}function N(t){D=t,u.HEAP8=P=new Int8Array(t),u.HEAP16=new Int16Array(t),u.HEAP32=F=new Int32Array(t),u.HEAPU8=U=new Uint8Array(t),u.HEAPU16=new Uint16Array(t),u.HEAPU32=I=new Uint32Array(t),u.HEAPF32=new Float32Array(t),u.HEAPF64=W=new Float64Array(t)}O&&(D=u.buffer);var V=u.INITIAL_MEMORY||16777216;if(O)j=u.wasmMemory,D=u.buffer;else if(u.wasmMemory)j=u.wasmMemory;else if(!((j=new WebAssembly.Memory({initial:V/65536,maximum:65536,shared:!0})).buffer instanceof SharedArrayBuffer))throw x("requested a shared WebAssembly.Memory but the returned buffer is not a SharedArrayBuffer, indicating that while the browser has SharedArrayBuffer it does not have WebAssembly threads support - you may need to set a flag"),_&&console.log("(on node you may need: --experimental-wasm-threads --experimental-wasm-bulk-memory and also use a recent version)"),Error("bad memory");j&&(D=j.buffer),V=D.byteLength,N(D);var $,q=[],X=[],J=[],Z=[];function Q(){return R||!1}function K(){var t=u.preRun.shift();q.unshift(t)}var tt,et=0,nt=null,rt=null;function at(t){throw O?postMessage({cmd:"onAbort",arg:t}):u.onAbort&&u.onAbort(t),x(t="Aborted("+t+")"),H=!0,t=new WebAssembly.RuntimeError(t+". Build with -sASSERTIONS for more info."),s(t),t}function it(){return tt.startsWith("data:application/octet-stream;base64,")}function ot(){var t=tt;try{if(t==tt&&M)return new Uint8Array(M);if(p)return p(t);throw"both async and sync fetching of the wasm failed"}catch(t){at(t)}}tt="ort-wasm-threaded.wasm",it()||(tt=S(tt));var ut={};function ct(t){this.name="ExitStatus",this.message="Program terminated with exit("+t+")",this.status=t}function st(t){(t=ht.Vb[t])||at(),ht.mc(t)}function lt(t){var e=ht.Cc();if(!e)return 6;ht.ac.push(e),ht.Vb[t.Ub]=e,e.Ub=t.Ub;var n={cmd:"run",start_routine:t.Ic,arg:t.zc,pthread_ptr:t.Ub};return e.$b=()=>{n.time=performance.now(),e.postMessage(n,t.Nc)},e.loaded&&(e.$b(),delete e.$b),0}function ft(t){if(O)return $t(1,1,t);Q()||(ht.oc(),u.onExit&&u.onExit(t),H=!0),g(t,new ct(t))}function pt(t,e){if(!e&&O)throw bt(t),"unwind";Q()||O||(me(),dt(J),be(0),re[1].length&&ae(1,10),re[2].length&&ae(2,10),ht.oc()),ft(t)}var ht={Yb:[],ac:[],qc:[],Vb:{},fc:function(){O&&ht.Ec()},Pc:function(){},Ec:function(){ht.receiveObjectTransfer=ht.Gc,ht.threadInitTLS=ht.pc,ht.setExitStatus=ht.nc,R=!1},nc:function(){},oc:function(){for(var t of Object.values(ht.Vb))ht.mc(t);for(t of ht.Yb)t.terminate();ht.Yb=[]},mc:function(t){var e=t.Ub;delete ht.Vb[e],ht.Yb.push(t),ht.ac.splice(ht.ac.indexOf(t),1),t.Ub=0,Oe(e)},Gc:function(){},pc:function(){ht.qc.forEach((t=>t()))},Fc:function(t,e){t.onmessage=n=>{var r=(n=n.data).cmd;if(t.Ub&&(ht.Bc=t.Ub),n.targetThread&&n.targetThread!=he()){var a=ht.Vb[n.Qc];a?a.postMessage(n,n.transferList):x(\'Internal error! Worker sent a message "\'+r+\'" to target pthread \'+n.targetThread+", but that thread no longer exists!")}else"processProxyingQueue"===r?zt(n.queue):"spawnThread"===r?lt(n):"cleanupThread"===r?st(n.thread):"killThread"===r?(n=n.thread,r=ht.Vb[n],delete ht.Vb[n],r.terminate(),Oe(n),ht.ac.splice(ht.ac.indexOf(r),1),r.Ub=0):"cancelThread"===r?ht.Vb[n.thread].postMessage({cmd:"cancel"}):"loaded"===r?(t.loaded=!0,e&&e(t),t.$b&&(t.$b(),delete t.$b)):"print"===r?C("Thread "+n.threadId+": "+n.text):"printErr"===r?x("Thread "+n.threadId+": "+n.text):"alert"===r?alert("Thread "+n.threadId+": "+n.text):"setimmediate"===n.target?t.postMessage(n):"onAbort"===r?u.onAbort&&u.onAbort(n.arg):r&&x("worker sent an unknown command "+r);ht.Bc=void 0},t.onerror=t=>{throw x("worker sent an error! "+t.filename+":"+t.lineno+": "+t.message),t},_&&(t.on("message",(function(e){t.onmessage({data:e})})),t.on("error",(function(e){t.onerror(e)})),t.on("detachedExit",(function(){}))),t.postMessage({cmd:"load",urlOrBlob:u.mainScriptUrlOrBlob||_scriptDir,wasmMemory:j,wasmModule:k})},yc:function(){var t=S("ort-wasm-threaded.worker.js");ht.Yb.push(new Worker(t))},Cc:function(){return 0==ht.Yb.length&&(ht.yc(),ht.Fc(ht.Yb[0])),ht.Yb.pop()}};function dt(t){for(;0>2>>>0];t=a()[t+48>>2>>>0],Te(e,e-t),Me(e)};var mt=[];function gt(t){var e=mt[t];return e||(t>=mt.length&&(mt.length=t+1),mt[t]=e=$.get(t)),e}u.invokeEntryPoint=function(t,e){t=gt(t)(e),Q()?ht.nc(t):Ae(t)};var vt,wt,_t=[],Ot=0,At=0;function St(t){this.Zb=t,this.Sb=t-24,this.xc=function(t){i()[this.Sb+4>>2>>>0]=t},this.bc=function(){return i()[this.Sb+4>>2>>>0]},this.wc=function(t){i()[this.Sb+8>>2>>>0]=t},this.Dc=function(){return i()[this.Sb+8>>2>>>0]},this.rc=function(){a()[this.Sb>>2>>>0]=0},this.hc=function(t){t=t?1:0,e()[this.Sb+12>>0>>>0]=t},this.uc=function(){return 0!=e()[this.Sb+12>>0>>>0]},this.ic=function(t){t=t?1:0,e()[this.Sb+13>>0>>>0]=t},this.kc=function(){return 0!=e()[this.Sb+13>>0>>>0]},this.fc=function(t,e){this.cc(0),this.xc(t),this.wc(e),this.rc(),this.hc(!1),this.ic(!1)},this.sc=function(){Atomics.add(a(),this.Sb>>2,1)},this.Hc=function(){return 1===Atomics.sub(a(),this.Sb>>2,1)},this.cc=function(t){i()[this.Sb+16>>2>>>0]=t},this.tc=function(){return i()[this.Sb+16>>2>>>0]},this.vc=function(){if(Re(this.bc()))return i()[this.Zb>>2>>>0];var t=this.tc();return 0!==t?t:this.Zb}}function Tt(t){return ye(new St(t).Sb)}function Et(t,e,n,r){return O?$t(3,1,t,e,n,r):Mt(t,e,n,r)}function Mt(t,e,n,r){if("undefined"==typeof SharedArrayBuffer)return x("Current environment does not support SharedArrayBuffer, pthreads are not available!"),6;var a=[];return O&&0===a.length?Et(t,e,n,r):(t={Ic:n,Ub:t,zc:r,Nc:a},O?(t.Oc="spawnThread",postMessage(t,a),0):lt(t))}function Ct(t,e,n){return O?$t(4,1,t,e,n):0}function xt(t,e){if(O)return $t(5,1,t,e)}function Rt(t,e){if(O)return $t(6,1,t,e)}function jt(t,e,n){if(O)return $t(7,1,t,e,n)}function kt(t,e,n){return O?$t(8,1,t,e,n):0}function Dt(t,e){if(O)return $t(9,1,t,e)}function Pt(t,e,n){if(O)return $t(10,1,t,e,n)}function Ut(t,e,n,r){if(O)return $t(11,1,t,e,n,r)}function Ft(t,e,n,r){if(O)return $t(12,1,t,e,n,r)}function It(t,e,n,r){if(O)return $t(13,1,t,e,n,r)}function Wt(t){if(O)return $t(14,1,t)}function Ht(t,e){if(O)return $t(15,1,t,e)}function Lt(t,e,n){if(O)return $t(16,1,t,e,n)}function zt(t){Atomics.store(a(),t>>2,1),he()&&_e(t),Atomics.compareExchange(a(),t>>2,1,0)}function Yt(t){return i()[t>>>2]+4294967296*a()[t+4>>>2]}function Bt(t,e,n,r,a,i){return O?$t(17,1,t,e,n,r,a,i):-52}function Gt(t,e,n,r,a,i){if(O)return $t(18,1,t,e,n,r,a,i)}function Nt(t){var n=G(t)+1,r=de(n);return r&&B(t,e(),r,n),r}function Vt(t,e,n){function r(t){return(t=t.toTimeString().match(/\\(([A-Za-z ]+)\\)$/))?t[1]:"GMT"}if(O)return $t(19,1,t,e,n);var o=(new Date).getFullYear(),u=new Date(o,0,1),c=new Date(o,6,1);o=u.getTimezoneOffset();var s=c.getTimezoneOffset(),l=Math.max(o,s);a()[t>>2>>>0]=60*l,a()[e>>2>>>0]=Number(o!=s),t=r(u),e=r(c),t=Nt(t),e=Nt(e),s>2>>>0]=t,i()[n+4>>2>>>0]=e):(i()[n>>2>>>0]=e,i()[n+4>>2>>>0]=t)}function $t(t,e){var n=arguments.length-2,r=arguments;return yt((()=>{for(var a=Ce(8*n),i=a>>3,u=0;u>>0]=c}return we(t,n,a,e)}))}u.executeNotifiedProxyingQueue=zt,wt=_?()=>{var t=process.hrtime();return 1e3*t[0]+t[1]/1e6}:O?()=>performance.now()-u.__performance_now_clock_drift:()=>performance.now();var qt,Xt=[],Jt={};function Zt(){if(!qt){var t,e={USER:"web_user",LOGNAME:"web_user",PATH:"/",PWD:"/",HOME:"/home/web_user",LANG:("object"==typeof navigator&&navigator.languages&&navigator.languages[0]||"C").replace("-","_")+".UTF-8",_:m||"./this.program"};for(t in Jt)void 0===Jt[t]?delete e[t]:e[t]=Jt[t];var n=[];for(t in e)n.push(t+"="+e[t]);qt=n}return qt}function Qt(t,n){if(O)return $t(20,1,t,n);var r=0;return Zt().forEach((function(a,o){var u=n+r;for(o=i()[t+4*o>>2>>>0]=u,u=0;u>0>>>0]=a.charCodeAt(u);e()[o>>0>>>0]=0,r+=a.length+1})),0}function Kt(t,e){if(O)return $t(21,1,t,e);var n=Zt();i()[t>>2>>>0]=n.length;var r=0;return n.forEach((function(t){r+=t.length+1})),i()[e>>2>>>0]=r,0}function te(t){return O?$t(22,1,t):52}function ee(t,e,n,r){return O?$t(23,1,t,e,n,r):52}function ne(t,e,n,r,a){return O?$t(24,1,t,e,n,r,a):70}var re=[null,[],[]];function ae(t,e){var n=re[t];0===e||10===e?((1===t?C:x)(z(n,0)),n.length=0):n.push(e)}function ie(t,e,n,a){if(O)return $t(25,1,t,e,n,a);for(var o=0,u=0;u>2>>>0],s=i()[e+4>>2>>>0];e+=8;for(var l=0;l>>0]);o+=s}return i()[a>>2>>>0]=o,0}var oe=0;function ue(t){return 0==t%4&&(0!=t%100||0==t%400)}var ce=[31,29,31,30,31,30,31,31,30,31,30,31],se=[31,28,31,30,31,30,31,31,30,31,30,31];function le(t,n,r,i){function o(t,e,n){for(t="number"==typeof t?t.toString():t||"";t.lengtht?-1:0r-t.getDate())){t.setDate(t.getDate()+e);break}e-=r-t.getDate()+1,t.setDate(1),11>n?t.setMonth(n+1):(t.setMonth(0),t.setFullYear(t.getFullYear()+1))}return n=new Date(t.getFullYear()+1,0,4),e=s(new Date(t.getFullYear(),0,4)),n=s(n),0>=c(e,t)?0>=c(n,t)?t.getFullYear()+1:t.getFullYear():t.getFullYear()-1}var f=a()[i+40>>2>>>0];for(var p in i={Lc:a()[i>>2>>>0],Kc:a()[i+4>>2>>>0],dc:a()[i+8>>2>>>0],jc:a()[i+12>>2>>>0],ec:a()[i+16>>2>>>0],Xb:a()[i+20>>2>>>0],Tb:a()[i+24>>2>>>0],Wb:a()[i+28>>2>>>0],Rc:a()[i+32>>2>>>0],Jc:a()[i+36>>2>>>0],Mc:f?Y(f):""},r=Y(r),f={"%c":"%a %b %d %H:%M:%S %Y","%D":"%m/%d/%y","%F":"%Y-%m-%d","%h":"%b","%r":"%I:%M:%S %p","%R":"%H:%M","%T":"%H:%M:%S","%x":"%m/%d/%y","%X":"%H:%M:%S","%Ec":"%c","%EC":"%C","%Ex":"%m/%d/%y","%EX":"%H:%M:%S","%Ey":"%y","%EY":"%Y","%Od":"%d","%Oe":"%e","%OH":"%H","%OI":"%I","%Om":"%m","%OM":"%M","%OS":"%S","%Ou":"%u","%OU":"%U","%OV":"%V","%Ow":"%w","%OW":"%W","%Oy":"%y"})r=r.replace(new RegExp(p,"g"),f[p]);var h="Sunday Monday Tuesday Wednesday Thursday Friday Saturday".split(" "),d="January February March April May June July August September October November December".split(" ");for(p in f={"%a":function(t){return h[t.Tb].substring(0,3)},"%A":function(t){return h[t.Tb]},"%b":function(t){return d[t.ec].substring(0,3)},"%B":function(t){return d[t.ec]},"%C":function(t){return u((t.Xb+1900)/100|0,2)},"%d":function(t){return u(t.jc,2)},"%e":function(t){return o(t.jc,2," ")},"%g":function(t){return l(t).toString().substring(2)},"%G":function(t){return l(t)},"%H":function(t){return u(t.dc,2)},"%I":function(t){return 0==(t=t.dc)?t=12:12t.dc?"AM":"PM"},"%S":function(t){return u(t.Lc,2)},"%t":function(){return"\\t"},"%u":function(t){return t.Tb||7},"%U":function(t){return u(Math.floor((t.Wb+7-t.Tb)/7),2)},"%V":function(t){var e=Math.floor((t.Wb+7-(t.Tb+6)%7)/7);if(2>=(t.Tb+371-t.Wb-2)%7&&e++,e)53==e&&(4==(n=(t.Tb+371-t.Wb)%7)||3==n&&ue(t.Xb)||(e=1));else{e=52;var n=(t.Tb+7-t.Wb-1)%7;(4==n||5==n&&ue(t.Xb%400-1))&&e++}return u(e,2)},"%w":function(t){return t.Tb},"%W":function(t){return u(Math.floor((t.Wb+7-(t.Tb+6)%7)/7),2)},"%y":function(t){return(t.Xb+1900).toString().substring(2)},"%Y":function(t){return t.Xb+1900},"%z":function(t){var e=0<=(t=t.Jc);return t=Math.abs(t)/60,(e?"+":"-")+String("0000"+(t/60*100+t%60)).slice(-4)},"%Z":function(t){return t.Mc},"%%":function(){return"%"}},r=r.replace(/%%/g,"\\0\\0"),f)r.includes(p)&&(r=r.replace(new RegExp(p,"g"),f[p](i)));return p=function(t){var e=Array(G(t)+1);return B(t,e,0,e.length),e}(r=r.replace(/\\0\\0/g,"%")),p.length>n?0:(function(t,n){e().set(t,n>>>0)}(p,t),p.length-1)}ht.fc();var fe=[null,ft,bt,Et,Ct,xt,Rt,jt,kt,Dt,Pt,Ut,Ft,It,Wt,Ht,Lt,Bt,Gt,Vt,Qt,Kt,te,ee,ne,ie],pe={b:function(t){return de(t+24)+24},n:function(t){return(t=new St(t)).uc()||(t.hc(!0),Ot--),t.ic(!1),_t.push(t),t.sc(),t.vc()},ma:function(t){throw x("Unexpected exception thrown, this is not properly supported - aborting"),H=!0,t},x:function(){Se(0);var t=_t.pop();if(t.Hc()&&!t.kc()){var e=t.Dc();e&>(e)(t.Zb),Tt(t.Zb)}At=0},e:function(){var t=At;if(!t)return oe=0;var e=new St(t);e.cc(t);var n=e.bc();if(!n)return oe=0,t;for(var r=Array.prototype.slice.call(arguments),a=0;azt(r)));else if(O)postMessage({targetThread:t,cmd:"processProxyingQueue",queue:r});else{if(!(t=ht.Vb[t]))return;t.postMessage({cmd:"processProxyingQueue",queue:r})}return 1},Ea:function(){return-1},Pa:function(t,e){t=new Date(1e3*Yt(t)),a()[e>>2>>>0]=t.getUTCSeconds(),a()[e+4>>2>>>0]=t.getUTCMinutes(),a()[e+8>>2>>>0]=t.getUTCHours(),a()[e+12>>2>>>0]=t.getUTCDate(),a()[e+16>>2>>>0]=t.getUTCMonth(),a()[e+20>>2>>>0]=t.getUTCFullYear()-1900,a()[e+24>>2>>>0]=t.getUTCDay(),t=(t.getTime()-Date.UTC(t.getUTCFullYear(),0,1,0,0,0,0))/864e5|0,a()[e+28>>2>>>0]=t},Qa:function(t,e){t=new Date(1e3*Yt(t)),a()[e>>2>>>0]=t.getSeconds(),a()[e+4>>2>>>0]=t.getMinutes(),a()[e+8>>2>>>0]=t.getHours(),a()[e+12>>2>>>0]=t.getDate(),a()[e+16>>2>>>0]=t.getMonth(),a()[e+20>>2>>>0]=t.getFullYear()-1900,a()[e+24>>2>>>0]=t.getDay();var n=new Date(t.getFullYear(),0,1),r=(t.getTime()-n.getTime())/864e5|0;a()[e+28>>2>>>0]=r,a()[e+36>>2>>>0]=-60*t.getTimezoneOffset(),r=new Date(t.getFullYear(),6,1).getTimezoneOffset(),t=0|(r!=(n=n.getTimezoneOffset())&&t.getTimezoneOffset()==Math.min(n,r)),a()[e+32>>2>>>0]=t},Ra:function(t){var e=new Date(a()[t+20>>2>>>0]+1900,a()[t+16>>2>>>0],a()[t+12>>2>>>0],a()[t+8>>2>>>0],a()[t+4>>2>>>0],a()[t>>2>>>0],0),n=a()[t+32>>2>>>0],r=e.getTimezoneOffset(),i=new Date(e.getFullYear(),0,1),o=new Date(e.getFullYear(),6,1).getTimezoneOffset(),u=i.getTimezoneOffset(),c=Math.min(u,o);return 0>n?a()[t+32>>2>>>0]=Number(o!=u&&c==r):0>2>>>0]=e.getDay(),n=(e.getTime()-i.getTime())/864e5|0,a()[t+28>>2>>>0]=n,a()[t>>2>>>0]=e.getSeconds(),a()[t+4>>2>>>0]=e.getMinutes(),a()[t+8>>2>>>0]=e.getHours(),a()[t+12>>2>>>0]=e.getDate(),a()[t+16>>2>>>0]=e.getMonth(),e.getTime()/1e3|0},Aa:Bt,Ba:Gt,Sa:function t(e,n,r){t.Ac||(t.Ac=!0,Vt(e,n,r))},y:function(){at("")},U:function(){if(!_&&!w){var t="Blocking on the main thread is very dangerous, see https://emscripten.org/docs/porting/pthreads.html#blocking-on-the-main-browser-thread";vt||(vt={}),vt[t]||(vt[t]=1,_&&(t="warning: "+t),x(t))}},ra:function(){return 4294901760},B:wt,Ia:function(t,e,n){r().copyWithin(t>>>0,e>>>0,e+n>>>0)},F:function(){return _?n(993).cpus().length:navigator.hardwareConcurrency},Da:function(t,e,n){Xt.length=e,n>>=3;for(var r=0;r>>0];return(0>t?ut[-t-1]:fe[t]).apply(null,Xt)},qa:function(t){var e=r().length;if((t>>>=0)<=e||4294901760=n;n*=2){var a=e*(1+.2/n);a=Math.min(a,t+100663296);var i=Math;a=Math.max(t,a),i=i.min.call(i,4294901760,a+(65536-a%65536)%65536);t:{try{j.grow(i-D.byteLength+65535>>>16),N(j.buffer);var o=1;break t}catch(t){}o=void 0}if(o)return!0}return!1},Na:function(){throw"unwind"},Ga:Qt,Ha:Kt,J:pt,I:te,S:ee,ga:ne,R:ie,d:function(){return oe},na:function t(r,a){t.lc||(t.lc=function(){if("object"==typeof crypto&&"function"==typeof crypto.getRandomValues){var t=new Uint8Array(1);return()=>(crypto.getRandomValues(t),t[0])}if(_)try{var e=n(Object(function(){var t=new Error("Cannot find module \'crypto\'");throw t.code="MODULE_NOT_FOUND",t}()));return()=>e.randomBytes(1)[0]}catch(t){}return()=>at("randomDevice")}());for(var i=0;i>0>>>0]=t.lc();return 0},ia:function(t,e,n){var r=Ee();try{return gt(t)(e,n)}catch(t){if(Me(r),t!==t+0)throw t;Se(1,0)}},ja:function(t,e,n){var r=Ee();try{return gt(t)(e,n)}catch(t){if(Me(r),t!==t+0)throw t;Se(1,0)}},K:function(t){var e=Ee();try{return gt(t)()}catch(t){if(Me(e),t!==t+0)throw t;Se(1,0)}},f:function(t,e){var n=Ee();try{return gt(t)(e)}catch(t){if(Me(n),t!==t+0)throw t;Se(1,0)}},P:function(t,e,n){var r=Ee();try{return gt(t)(e,n)}catch(t){if(Me(r),t!==t+0)throw t;Se(1,0)}},Q:function(t,e,n){var r=Ee();try{return gt(t)(e,n)}catch(t){if(Me(r),t!==t+0)throw t;Se(1,0)}},k:function(t,e,n){var r=Ee();try{return gt(t)(e,n)}catch(t){if(Me(r),t!==t+0)throw t;Se(1,0)}},p:function(t,e,n,r){var a=Ee();try{return gt(t)(e,n,r)}catch(t){if(Me(a),t!==t+0)throw t;Se(1,0)}},q:function(t,e,n,r,a){var i=Ee();try{return gt(t)(e,n,r,a)}catch(t){if(Me(i),t!==t+0)throw t;Se(1,0)}},N:function(t,e,n,r,a,i){var o=Ee();try{return gt(t)(e,n,r,a,i)}catch(t){if(Me(o),t!==t+0)throw t;Se(1,0)}},s:function(t,e,n,r,a,i){var o=Ee();try{return gt(t)(e,n,r,a,i)}catch(t){if(Me(o),t!==t+0)throw t;Se(1,0)}},w:function(t,e,n,r,a,i,o){var u=Ee();try{return gt(t)(e,n,r,a,i,o)}catch(t){if(Me(u),t!==t+0)throw t;Se(1,0)}},L:function(t,e,n,r,a,i,o,u){var c=Ee();try{return gt(t)(e,n,r,a,i,o,u)}catch(t){if(Me(c),t!==t+0)throw t;Se(1,0)}},E:function(t,e,n,r,a,i,o,u,c,s,l,f){var p=Ee();try{return gt(t)(e,n,r,a,i,o,u,c,s,l,f)}catch(t){if(Me(p),t!==t+0)throw t;Se(1,0)}},aa:function(t,e,n,r,a,i,o,u){var c=Ee();try{return He(t,e,n,r,a,i,o,u)}catch(t){if(Me(c),t!==t+0)throw t;Se(1,0)}},_:function(t,e,n,r,a,i,o){var u=Ee();try{return ke(t,e,n,r,a,i,o)}catch(t){if(Me(u),t!==t+0)throw t;Se(1,0)}},Z:function(t,e,n,r,a){var i=Ee();try{return Le(t,e,n,r,a)}catch(t){if(Me(i),t!==t+0)throw t;Se(1,0)}},ca:function(t,e,n,r){var a=Ee();try{return Ie(t,e,n,r)}catch(t){if(Me(a),t!==t+0)throw t;Se(1,0)}},$:function(t){var e=Ee();try{return je(t)}catch(t){if(Me(e),t!==t+0)throw t;Se(1,0)}},ba:function(t,e){var n=Ee();try{return We(t,e)}catch(t){if(Me(n),t!==t+0)throw t;Se(1,0)}},Y:function(t,e,n){var r=Ee();try{return De(t,e,n)}catch(t){if(Me(r),t!==t+0)throw t;Se(1,0)}},g:function(t){var e=Ee();try{gt(t)()}catch(t){if(Me(e),t!==t+0)throw t;Se(1,0)}},r:function(t,e){var n=Ee();try{gt(t)(e)}catch(t){if(Me(n),t!==t+0)throw t;Se(1,0)}},i:function(t,e,n){var r=Ee();try{gt(t)(e,n)}catch(t){if(Me(r),t!==t+0)throw t;Se(1,0)}},ha:function(t,e,n,r){var a=Ee();try{gt(t)(e,n,r)}catch(t){if(Me(a),t!==t+0)throw t;Se(1,0)}},m:function(t,e,n,r){var a=Ee();try{gt(t)(e,n,r)}catch(t){if(Me(a),t!==t+0)throw t;Se(1,0)}},v:function(t,e,n,r,a){var i=Ee();try{gt(t)(e,n,r,a)}catch(t){if(Me(i),t!==t+0)throw t;Se(1,0)}},u:function(t,e,n,r,a,i){var o=Ee();try{gt(t)(e,n,r,a,i)}catch(t){if(Me(o),t!==t+0)throw t;Se(1,0)}},O:function(t,e,n,r,a,i,o){var u=Ee();try{gt(t)(e,n,r,a,i,o)}catch(t){if(Me(u),t!==t+0)throw t;Se(1,0)}},A:function(t,e,n,r,a,i,o,u){var c=Ee();try{gt(t)(e,n,r,a,i,o,u)}catch(t){if(Me(c),t!==t+0)throw t;Se(1,0)}},ka:function(t,e,n,r,a,i,o,u,c){var s=Ee();try{gt(t)(e,n,r,a,i,o,u,c)}catch(t){if(Me(s),t!==t+0)throw t;Se(1,0)}},C:function(t,e,n,r,a,i,o,u,c,s,l){var f=Ee();try{gt(t)(e,n,r,a,i,o,u,c,s,l)}catch(t){if(Me(f),t!==t+0)throw t;Se(1,0)}},D:function(t,e,n,r,a,i,o,u,c,s,l,f,p,h,d,y){var b=Ee();try{gt(t)(e,n,r,a,i,o,u,c,s,l,f,p,h,d,y)}catch(t){if(Me(b),t!==t+0)throw t;Se(1,0)}},fa:function(t,e,n,r,a,i,o,u){var c=Ee();try{Pe(t,e,n,r,a,i,o,u)}catch(t){if(Me(c),t!==t+0)throw t;Se(1,0)}},da:function(t,e,n,r,a,i,o,u,c,s,l,f){var p=Ee();try{Fe(t,e,n,r,a,i,o,u,c,s,l,f)}catch(t){if(Me(p),t!==t+0)throw t;Se(1,0)}},ea:function(t,e,n,r,a,i){var o=Ee();try{Ue(t,e,n,r,a,i)}catch(t){if(Me(o),t!==t+0)throw t;Se(1,0)}},o:function(t){return t},a:j||u.wasmMemory,G:function(t){oe=t},la:le,z:function(t,e,n,r){return le(t,e,n,r)}};!function(){function t(t,e){u.asm=t.exports,ht.qc.push(u.asm.sb),$=u.asm.ub,X.unshift(u.asm.Va),k=e,O||(et--,u.monitorRunDependencies&&u.monitorRunDependencies(et),0==et&&(null!==nt&&(clearInterval(nt),nt=null),rt&&(t=rt,rt=null,t())))}function e(e){t(e.instance,e.module)}function n(t){return function(){if(!M&&(v||w)){if("function"==typeof fetch&&!tt.startsWith("file://"))return fetch(tt,{credentials:"same-origin"}).then((function(t){if(!t.ok)throw"failed to load wasm binary file at \'"+tt+"\'";return t.arrayBuffer()})).catch((function(){return ot()}));if(f)return new Promise((function(t,e){f(tt,(function(e){t(new Uint8Array(e))}),e)}))}return Promise.resolve().then((function(){return ot()}))}().then((function(t){return WebAssembly.instantiate(t,r)})).then((function(t){return t})).then(t,(function(t){x("failed to asynchronously prepare wasm: "+t),at(t)}))}var r={a:pe};if(O||(et++,u.monitorRunDependencies&&u.monitorRunDependencies(et)),u.instantiateWasm)try{return u.instantiateWasm(r,t)}catch(t){return x("Module.instantiateWasm callback failed with error: "+t),!1}(M||"function"!=typeof WebAssembly.instantiateStreaming||it()||tt.startsWith("file://")||_||"function"!=typeof fetch?n(e):fetch(tt,{credentials:"same-origin"}).then((function(t){return WebAssembly.instantiateStreaming(t,r).then(e,(function(t){return x("wasm streaming compile failed: "+t),x("falling back to ArrayBuffer instantiation"),n(e)}))}))).catch(s)}(),u.___wasm_call_ctors=function(){return(u.___wasm_call_ctors=u.asm.Va).apply(null,arguments)},u._OrtInit=function(){return(u._OrtInit=u.asm.Wa).apply(null,arguments)},u._OrtCreateSessionOptions=function(){return(u._OrtCreateSessionOptions=u.asm.Xa).apply(null,arguments)},u._OrtAppendExecutionProvider=function(){return(u._OrtAppendExecutionProvider=u.asm.Ya).apply(null,arguments)},u._OrtAddSessionConfigEntry=function(){return(u._OrtAddSessionConfigEntry=u.asm.Za).apply(null,arguments)},u._OrtReleaseSessionOptions=function(){return(u._OrtReleaseSessionOptions=u.asm._a).apply(null,arguments)},u._OrtCreateSession=function(){return(u._OrtCreateSession=u.asm.$a).apply(null,arguments)},u._OrtReleaseSession=function(){return(u._OrtReleaseSession=u.asm.ab).apply(null,arguments)},u._OrtGetInputCount=function(){return(u._OrtGetInputCount=u.asm.bb).apply(null,arguments)},u._OrtGetOutputCount=function(){return(u._OrtGetOutputCount=u.asm.cb).apply(null,arguments)},u._OrtGetInputName=function(){return(u._OrtGetInputName=u.asm.db).apply(null,arguments)},u._OrtGetOutputName=function(){return(u._OrtGetOutputName=u.asm.eb).apply(null,arguments)},u._OrtFree=function(){return(u._OrtFree=u.asm.fb).apply(null,arguments)},u._OrtCreateTensor=function(){return(u._OrtCreateTensor=u.asm.gb).apply(null,arguments)},u._OrtGetTensorData=function(){return(u._OrtGetTensorData=u.asm.hb).apply(null,arguments)},u._OrtReleaseTensor=function(){return(u._OrtReleaseTensor=u.asm.ib).apply(null,arguments)},u._OrtCreateRunOptions=function(){return(u._OrtCreateRunOptions=u.asm.jb).apply(null,arguments)},u._OrtAddRunConfigEntry=function(){return(u._OrtAddRunConfigEntry=u.asm.kb).apply(null,arguments)},u._OrtReleaseRunOptions=function(){return(u._OrtReleaseRunOptions=u.asm.lb).apply(null,arguments)},u._OrtRun=function(){return(u._OrtRun=u.asm.mb).apply(null,arguments)},u._OrtEndProfiling=function(){return(u._OrtEndProfiling=u.asm.nb).apply(null,arguments)};var he=u._pthread_self=function(){return(he=u._pthread_self=u.asm.ob).apply(null,arguments)},de=u._malloc=function(){return(de=u._malloc=u.asm.pb).apply(null,arguments)},ye=u._free=function(){return(ye=u._free=u.asm.qb).apply(null,arguments)},be=u._fflush=function(){return(be=u._fflush=u.asm.rb).apply(null,arguments)};u.__emscripten_tls_init=function(){return(u.__emscripten_tls_init=u.asm.sb).apply(null,arguments)};var me=u.___funcs_on_exit=function(){return(me=u.___funcs_on_exit=u.asm.tb).apply(null,arguments)},ge=u.__emscripten_thread_init=function(){return(ge=u.__emscripten_thread_init=u.asm.vb).apply(null,arguments)};u.__emscripten_thread_crashed=function(){return(u.__emscripten_thread_crashed=u.asm.wb).apply(null,arguments)};var ve,we=u._emscripten_run_in_main_runtime_thread_js=function(){return(we=u._emscripten_run_in_main_runtime_thread_js=u.asm.xb).apply(null,arguments)},_e=u.__emscripten_proxy_execute_task_queue=function(){return(_e=u.__emscripten_proxy_execute_task_queue=u.asm.yb).apply(null,arguments)},Oe=u.__emscripten_thread_free_data=function(){return(Oe=u.__emscripten_thread_free_data=u.asm.zb).apply(null,arguments)},Ae=u.__emscripten_thread_exit=function(){return(Ae=u.__emscripten_thread_exit=u.asm.Ab).apply(null,arguments)},Se=u._setThrew=function(){return(Se=u._setThrew=u.asm.Bb).apply(null,arguments)},Te=u._emscripten_stack_set_limits=function(){return(Te=u._emscripten_stack_set_limits=u.asm.Cb).apply(null,arguments)},Ee=u.stackSave=function(){return(Ee=u.stackSave=u.asm.Db).apply(null,arguments)},Me=u.stackRestore=function(){return(Me=u.stackRestore=u.asm.Eb).apply(null,arguments)},Ce=u.stackAlloc=function(){return(Ce=u.stackAlloc=u.asm.Fb).apply(null,arguments)},xe=u.___cxa_can_catch=function(){return(xe=u.___cxa_can_catch=u.asm.Gb).apply(null,arguments)},Re=u.___cxa_is_pointer_type=function(){return(Re=u.___cxa_is_pointer_type=u.asm.Hb).apply(null,arguments)},je=u.dynCall_j=function(){return(je=u.dynCall_j=u.asm.Ib).apply(null,arguments)},ke=u.dynCall_iiiiij=function(){return(ke=u.dynCall_iiiiij=u.asm.Jb).apply(null,arguments)},De=u.dynCall_jii=function(){return(De=u.dynCall_jii=u.asm.Kb).apply(null,arguments)},Pe=u.dynCall_viiiiij=function(){return(Pe=u.dynCall_viiiiij=u.asm.Lb).apply(null,arguments)},Ue=u.dynCall_vjji=function(){return(Ue=u.dynCall_vjji=u.asm.Mb).apply(null,arguments)},Fe=u.dynCall_viiijjjii=function(){return(Fe=u.dynCall_viiijjjii=u.asm.Nb).apply(null,arguments)},Ie=u.dynCall_iij=function(){return(Ie=u.dynCall_iij=u.asm.Ob).apply(null,arguments)},We=u.dynCall_ji=function(){return(We=u.dynCall_ji=u.asm.Pb).apply(null,arguments)},He=u.dynCall_iiiiiij=function(){return(He=u.dynCall_iiiiiij=u.asm.Qb).apply(null,arguments)},Le=u.dynCall_iiij=function(){return(Le=u.dynCall_iiij=u.asm.Rb).apply(null,arguments)};function ze(){function t(){if(!ve&&(ve=!0,u.calledRun=!0,!H)&&(O||dt(X),c(u),u.onRuntimeInitialized&&u.onRuntimeInitialized(),!O)){if(u.postRun)for("function"==typeof u.postRun&&(u.postRun=[u.postRun]);u.postRun.length;){var t=u.postRun.shift();Z.unshift(t)}dt(Z)}}if(!(0{var _scriptDir,r=(_scriptDir=(_scriptDir="undefined"!=typeof document&&document.currentScript?document.currentScript.src:void 0)||"/index.js",function(t){var e,r,a;t=t||{},e||(e=void 0!==t?t:{}),e.ready=new Promise((function(t,e){r=t,a=e}));var i,o,u,c,s,l,f=Object.assign({},e),p="./this.program",h=(t,e)=>{throw e},d="object"==typeof window,y="function"==typeof importScripts,b="object"==typeof process&&"object"==typeof process.versions&&"string"==typeof process.versions.node,m="";b?(m=y?n(908).dirname(m)+"/":"//",l=()=>{s||(c=n(384),s=n(908))},i=function(t,e){return l(),t=s.normalize(t),c.readFileSync(t,e?void 0:"utf8")},u=t=>((t=i(t,!0)).buffer||(t=new Uint8Array(t)),t),o=(t,e,n)=>{l(),t=s.normalize(t),c.readFile(t,(function(t,r){t?n(t):e(r.buffer)}))},1{if(_||0{var e=new XMLHttpRequest;return e.open("GET",t,!1),e.send(null),e.responseText},y&&(u=t=>{var e=new XMLHttpRequest;return e.open("GET",t,!1),e.responseType="arraybuffer",e.send(null),new Uint8Array(e.response)}),o=(t,e,n)=>{var r=new XMLHttpRequest;r.open("GET",t,!0),r.responseType="arraybuffer",r.onload=()=>{200==r.status||0==r.status&&r.response?e(r.response):n()},r.onerror=n,r.send(null)});var g,v=e.print||console.log.bind(console),w=e.printErr||console.warn.bind(console);Object.assign(e,f),f=null,e.thisProgram&&(p=e.thisProgram),e.quit&&(h=e.quit),e.wasmBinary&&(g=e.wasmBinary);var _=e.noExitRuntime||!1;"object"!=typeof WebAssembly&&V("no native wasm support detected");var O,A,S,T,E,M,C=!1,x="undefined"!=typeof TextDecoder?new TextDecoder("utf8"):void 0;function R(t,e,n){var r=(e>>>=0)+n;for(n=e;t[n]&&!(n>=r);)++n;if(16(a=224==(240&a)?(15&a)<<12|i<<6|o:(7&a)<<18|i<<12|o<<6|63&t[e++])?r+=String.fromCharCode(a):(a-=65536,r+=String.fromCharCode(55296|a>>10,56320|1023&a))}}else r+=String.fromCharCode(a)}return r}function j(t,e){return(t>>>=0)?R(T,t,e):""}function k(t,e,n,r){if(!(0>>=0;r=n+r-1;for(var i=0;i=o&&(o=65536+((1023&o)<<10)|1023&t.charCodeAt(++i)),127>=o){if(n>=r)break;e[n++>>>0]=o}else{if(2047>=o){if(n+1>=r)break;e[n++>>>0]=192|o>>6}else{if(65535>=o){if(n+2>=r)break;e[n++>>>0]=224|o>>12}else{if(n+3>=r)break;e[n++>>>0]=240|o>>18,e[n++>>>0]=128|o>>12&63}e[n++>>>0]=128|o>>6&63}e[n++>>>0]=128|63&o}}return e[n>>>0]=0,n-a}function D(t){for(var e=0,n=0;n=r?e++:2047>=r?e+=2:55296<=r&&57343>=r?(e+=4,++n):e+=3}return e}function P(){var t=O.buffer;A=t,e.HEAP8=S=new Int8Array(t),e.HEAP16=new Int16Array(t),e.HEAP32=E=new Int32Array(t),e.HEAPU8=T=new Uint8Array(t),e.HEAPU16=new Uint16Array(t),e.HEAPU32=M=new Uint32Array(t),e.HEAPF32=new Float32Array(t),e.HEAPF64=new Float64Array(t)}var U,F=[],I=[],W=[],H=[],L=0;function z(){var t=e.preRun.shift();F.unshift(t)}var Y,B=0,G=null,N=null;function V(t){throw e.onAbort&&e.onAbort(t),w(t="Aborted("+t+")"),C=!0,t=new WebAssembly.RuntimeError(t+". Build with -sASSERTIONS for more info."),a(t),t}function $(){return Y.startsWith("data:application/octet-stream;base64,")}if(Y="ort-wasm.wasm",!$()){var q=Y;Y=e.locateFile?e.locateFile(q,m):m+q}function X(){var t=Y;try{if(t==Y&&g)return new Uint8Array(g);if(u)return u(t);throw"both async and sync fetching of the wasm failed"}catch(t){V(t)}}function J(t){this.name="ExitStatus",this.message="Program terminated with exit("+t+")",this.status=t}function Z(t){for(;0>2>>>0]=t},this.Eb=function(){return M[this.zb+4>>2>>>0]},this.Sb=function(t){M[this.zb+8>>2>>>0]=t},this.Wb=function(){return M[this.zb+8>>2>>>0]},this.Tb=function(){E[this.zb>>2>>>0]=0},this.Ib=function(t){S[this.zb+12>>0>>>0]=t?1:0},this.Pb=function(){return 0!=S[this.zb+12>>0>>>0]},this.Jb=function(t){S[this.zb+13>>0>>>0]=t?1:0},this.Lb=function(){return 0!=S[this.zb+13>>0>>>0]},this.Rb=function(t,e){this.Fb(0),this.Ub(t),this.Sb(e),this.Tb(),this.Ib(!1),this.Jb(!1)},this.Nb=function(){E[this.zb>>2>>>0]+=1},this.Xb=function(){var t=E[this.zb>>2>>>0];return E[this.zb>>2>>>0]=t-1,1===t},this.Fb=function(t){M[this.zb+16>>2>>>0]=t},this.Ob=function(){return M[this.zb+16>>2>>>0]},this.Qb=function(){if(Mt(this.Eb()))return M[this.Db>>2>>>0];var t=this.Ob();return 0!==t?t:this.Db}}function nt(t){return vt(new et(t).zb)}var rt=[];function at(t){var e=rt[t];return e||(t>=rt.length&&(rt.length=t+1),rt[t]=e=U.get(t)),e}function it(t){var e=D(t)+1,n=gt(e);return n&&k(t,S,n,e),n}var ot={};function ut(){if(!ct){var t,e={USER:"web_user",LOGNAME:"web_user",PATH:"/",PWD:"/",HOME:"/home/web_user",LANG:("object"==typeof navigator&&navigator.languages&&navigator.languages[0]||"C").replace("-","_")+".UTF-8",_:p||"./this.program"};for(t in ot)void 0===ot[t]?delete e[t]:e[t]=ot[t];var n=[];for(t in e)n.push(t+"="+e[t]);ct=n}return ct}var ct,st=[null,[],[]];function lt(t,e){var n=st[t];0===e||10===e?((1===t?v:w)(R(n,0)),n.length=0):n.push(e)}var ft=0;function pt(t){return 0==t%4&&(0!=t%100||0==t%400)}var ht=[31,29,31,30,31,30,31,31,30,31,30,31],dt=[31,28,31,30,31,30,31,31,30,31,30,31];function yt(t,e,n,r){function a(t,e,n){for(t="number"==typeof t?t.toString():t||"";t.lengtht?-1:0r-t.getDate())){t.setDate(t.getDate()+e);break}e-=r-t.getDate()+1,t.setDate(1),11>n?t.setMonth(n+1):(t.setMonth(0),t.setFullYear(t.getFullYear()+1))}return n=new Date(t.getFullYear()+1,0,4),e=u(new Date(t.getFullYear(),0,4)),n=u(n),0>=o(e,t)?0>=o(n,t)?t.getFullYear()+1:t.getFullYear():t.getFullYear()-1}var s=E[r+40>>2>>>0];for(var l in r={$b:E[r>>2>>>0],Zb:E[r+4>>2>>>0],Gb:E[r+8>>2>>>0],Kb:E[r+12>>2>>>0],Hb:E[r+16>>2>>>0],Cb:E[r+20>>2>>>0],Ab:E[r+24>>2>>>0],Bb:E[r+28>>2>>>0],bc:E[r+32>>2>>>0],Yb:E[r+36>>2>>>0],ac:s?j(s):""},n=j(n),s={"%c":"%a %b %d %H:%M:%S %Y","%D":"%m/%d/%y","%F":"%Y-%m-%d","%h":"%b","%r":"%I:%M:%S %p","%R":"%H:%M","%T":"%H:%M:%S","%x":"%m/%d/%y","%X":"%H:%M:%S","%Ec":"%c","%EC":"%C","%Ex":"%m/%d/%y","%EX":"%H:%M:%S","%Ey":"%y","%EY":"%Y","%Od":"%d","%Oe":"%e","%OH":"%H","%OI":"%I","%Om":"%m","%OM":"%M","%OS":"%S","%Ou":"%u","%OU":"%U","%OV":"%V","%Ow":"%w","%OW":"%W","%Oy":"%y"})n=n.replace(new RegExp(l,"g"),s[l]);var f="Sunday Monday Tuesday Wednesday Thursday Friday Saturday".split(" "),p="January February March April May June July August September October November December".split(" ");for(l in s={"%a":function(t){return f[t.Ab].substring(0,3)},"%A":function(t){return f[t.Ab]},"%b":function(t){return p[t.Hb].substring(0,3)},"%B":function(t){return p[t.Hb]},"%C":function(t){return i((t.Cb+1900)/100|0,2)},"%d":function(t){return i(t.Kb,2)},"%e":function(t){return a(t.Kb,2," ")},"%g":function(t){return c(t).toString().substring(2)},"%G":function(t){return c(t)},"%H":function(t){return i(t.Gb,2)},"%I":function(t){return 0==(t=t.Gb)?t=12:12t.Gb?"AM":"PM"},"%S":function(t){return i(t.$b,2)},"%t":function(){return"\\t"},"%u":function(t){return t.Ab||7},"%U":function(t){return i(Math.floor((t.Bb+7-t.Ab)/7),2)},"%V":function(t){var e=Math.floor((t.Bb+7-(t.Ab+6)%7)/7);if(2>=(t.Ab+371-t.Bb-2)%7&&e++,e)53==e&&(4==(n=(t.Ab+371-t.Bb)%7)||3==n&&pt(t.Cb)||(e=1));else{e=52;var n=(t.Ab+7-t.Bb-1)%7;(4==n||5==n&&pt(t.Cb%400-1))&&e++}return i(e,2)},"%w":function(t){return t.Ab},"%W":function(t){return i(Math.floor((t.Bb+7-(t.Ab+6)%7)/7),2)},"%y":function(t){return(t.Cb+1900).toString().substring(2)},"%Y":function(t){return t.Cb+1900},"%z":function(t){var e=0<=(t=t.Yb);return t=Math.abs(t)/60,(e?"+":"-")+String("0000"+(t/60*100+t%60)).slice(-4)},"%Z":function(t){return t.ac},"%%":function(){return"%"}},n=n.replace(/%%/g,"\\0\\0"),s)n.includes(l)&&(n=n.replace(new RegExp(l,"g"),s[l](r)));return l=function(t){var e=Array(D(t)+1);return k(t,e,0,e.length),e}(n=n.replace(/\\0\\0/g,"%")),l.length>e?0:(S.set(l,t>>>0),l.length-1)}var bt={a:function(t){return gt(t+24)+24},m:function(t){return(t=new et(t)).Pb()||(t.Ib(!0),K--),t.Jb(!1),Q.push(t),t.Nb(),t.Qb()},ia:function(t){throw w("Unexpected exception thrown, this is not properly supported - aborting"),C=!0,t},w:function(){Ot(0);var t=Q.pop();if(t.Xb()&&!t.Lb()){var e=t.Wb();e&&at(e)(t.Db),nt(t.Db)}tt=0},d:function(){var t=tt;if(!t)return ft=0;var e=new et(t);e.Fb(t);var n=e.Eb();if(!n)return ft=0,t;for(var r=Array.prototype.slice.call(arguments),a=0;a>>2]+4294967296*E[t+4>>>2])),E[e>>2>>>0]=t.getUTCSeconds(),E[e+4>>2>>>0]=t.getUTCMinutes(),E[e+8>>2>>>0]=t.getUTCHours(),E[e+12>>2>>>0]=t.getUTCDate(),E[e+16>>2>>>0]=t.getUTCMonth(),E[e+20>>2>>>0]=t.getUTCFullYear()-1900,E[e+24>>2>>>0]=t.getUTCDay(),E[e+28>>2>>>0]=(t.getTime()-Date.UTC(t.getUTCFullYear(),0,1,0,0,0,0))/864e5|0},Ea:function(t,e){t=new Date(1e3*(M[t>>>2]+4294967296*E[t+4>>>2])),E[e>>2>>>0]=t.getSeconds(),E[e+4>>2>>>0]=t.getMinutes(),E[e+8>>2>>>0]=t.getHours(),E[e+12>>2>>>0]=t.getDate(),E[e+16>>2>>>0]=t.getMonth(),E[e+20>>2>>>0]=t.getFullYear()-1900,E[e+24>>2>>>0]=t.getDay();var n=new Date(t.getFullYear(),0,1);E[e+28>>2>>>0]=(t.getTime()-n.getTime())/864e5|0,E[e+36>>2>>>0]=-60*t.getTimezoneOffset();var r=new Date(t.getFullYear(),6,1).getTimezoneOffset();n=n.getTimezoneOffset(),E[e+32>>2>>>0]=0|(r!=n&&t.getTimezoneOffset()==Math.min(n,r))},Fa:function(t){var e=new Date(E[t+20>>2>>>0]+1900,E[t+16>>2>>>0],E[t+12>>2>>>0],E[t+8>>2>>>0],E[t+4>>2>>>0],E[t>>2>>>0],0),n=E[t+32>>2>>>0],r=e.getTimezoneOffset(),a=new Date(e.getFullYear(),0,1),i=new Date(e.getFullYear(),6,1).getTimezoneOffset(),o=a.getTimezoneOffset(),u=Math.min(o,i);return 0>n?E[t+32>>2>>>0]=Number(i!=o&&u==r):0>2>>>0]=e.getDay(),E[t+28>>2>>>0]=(e.getTime()-a.getTime())/864e5|0,E[t>>2>>>0]=e.getSeconds(),E[t+4>>2>>>0]=e.getMinutes(),E[t+8>>2>>>0]=e.getHours(),E[t+12>>2>>>0]=e.getDate(),E[t+16>>2>>>0]=e.getMonth(),e.getTime()/1e3|0},sa:function(){return-52},ta:function(){},Ga:function t(e,n,r){t.Vb||(t.Vb=!0,function(t,e,n){function r(t){return(t=t.toTimeString().match(/\\(([A-Za-z ]+)\\)$/))?t[1]:"GMT"}var a=(new Date).getFullYear(),i=new Date(a,0,1),o=new Date(a,6,1);a=i.getTimezoneOffset();var u=o.getTimezoneOffset();E[t>>2>>>0]=60*Math.max(a,u),E[e>>2>>>0]=Number(a!=u),t=r(i),e=r(o),t=it(t),e=it(e),u>2>>>0]=t,M[n+4>>2>>>0]=e):(M[n>>2>>>0]=e,M[n+4>>2>>>0]=t)}(e,n,r))},B:function(){V("")},ma:function(){return 4294901760},I:b?()=>{var t=process.hrtime();return 1e3*t[0]+t[1]/1e6}:()=>performance.now(),xa:function(t,e,n){T.copyWithin(t>>>0,e>>>0,e+n>>>0)},G:function(t){var e=T.length;if(4294901760<(t>>>=0))return!1;for(var n=1;4>=n;n*=2){var r=e*(1+.2/n);r=Math.min(r,t+100663296);var a=Math;r=Math.max(t,r),a=a.min.call(a,4294901760,r+(65536-r%65536)%65536);t:{try{O.grow(a-A.byteLength+65535>>>16),P();var i=1;break t}catch(t){}i=void 0}if(i)return!0}return!1},va:function(t,e){var n=0;return ut().forEach((function(r,a){var i=e+n;for(a=M[t+4*a>>2>>>0]=i,i=0;i>0>>>0]=r.charCodeAt(i);S[a>>0>>>0]=0,n+=r.length+1})),0},wa:function(t,e){var n=ut();M[t>>2>>>0]=n.length;var r=0;return n.forEach((function(t){r+=t.length+1})),M[e>>2>>>0]=r,0},ba:function(t){_||0>2>>>0],u=M[e+4>>2>>>0];e+=8;for(var c=0;c>>0]);a+=u}return M[r>>2>>>0]=a,0},c:function(){return ft},ja:function t(e,r){t.Mb||(t.Mb=function(){if("object"==typeof crypto&&"function"==typeof crypto.getRandomValues){var t=new Uint8Array(1);return()=>(crypto.getRandomValues(t),t[0])}if(b)try{var e=n(Object(function(){var t=new Error("Cannot find module \'crypto\'");throw t.code="MODULE_NOT_FOUND",t}()));return()=>e.randomBytes(1)[0]}catch(t){}return()=>V("randomDevice")}());for(var a=0;a>0>>>0]=t.Mb();return 0},ea:function(t,e,n){var r=At();try{return at(t)(e,n)}catch(t){if(St(r),t!==t+0)throw t;Ot(1,0)}},fa:function(t,e,n){var r=At();try{return at(t)(e,n)}catch(t){if(St(r),t!==t+0)throw t;Ot(1,0)}},J:function(t){var e=At();try{return at(t)()}catch(t){if(St(e),t!==t+0)throw t;Ot(1,0)}},e:function(t,e){var n=At();try{return at(t)(e)}catch(t){if(St(n),t!==t+0)throw t;Ot(1,0)}},N:function(t,e,n){var r=At();try{return at(t)(e,n)}catch(t){if(St(r),t!==t+0)throw t;Ot(1,0)}},O:function(t,e,n){var r=At();try{return at(t)(e,n)}catch(t){if(St(r),t!==t+0)throw t;Ot(1,0)}},j:function(t,e,n){var r=At();try{return at(t)(e,n)}catch(t){if(St(r),t!==t+0)throw t;Ot(1,0)}},o:function(t,e,n,r){var a=At();try{return at(t)(e,n,r)}catch(t){if(St(a),t!==t+0)throw t;Ot(1,0)}},p:function(t,e,n,r,a){var i=At();try{return at(t)(e,n,r,a)}catch(t){if(St(i),t!==t+0)throw t;Ot(1,0)}},M:function(t,e,n,r,a,i){var o=At();try{return at(t)(e,n,r,a,i)}catch(t){if(St(o),t!==t+0)throw t;Ot(1,0)}},r:function(t,e,n,r,a,i){var o=At();try{return at(t)(e,n,r,a,i)}catch(t){if(St(o),t!==t+0)throw t;Ot(1,0)}},v:function(t,e,n,r,a,i,o){var u=At();try{return at(t)(e,n,r,a,i,o)}catch(t){if(St(u),t!==t+0)throw t;Ot(1,0)}},K:function(t,e,n,r,a,i,o,u){var c=At();try{return at(t)(e,n,r,a,i,o,u)}catch(t){if(St(c),t!==t+0)throw t;Ot(1,0)}},D:function(t,e,n,r,a,i,o,u,c,s,l,f){var p=At();try{return at(t)(e,n,r,a,i,o,u,c,s,l,f)}catch(t){if(St(p),t!==t+0)throw t;Ot(1,0)}},X:function(t,e,n,r,a,i,o,u){var c=At();try{return Ft(t,e,n,r,a,i,o,u)}catch(t){if(St(c),t!==t+0)throw t;Ot(1,0)}},V:function(t,e,n,r,a,i,o){var u=At();try{return xt(t,e,n,r,a,i,o)}catch(t){if(St(u),t!==t+0)throw t;Ot(1,0)}},U:function(t,e,n,r,a){var i=At();try{return It(t,e,n,r,a)}catch(t){if(St(i),t!==t+0)throw t;Ot(1,0)}},Z:function(t,e,n,r){var a=At();try{return Pt(t,e,n,r)}catch(t){if(St(a),t!==t+0)throw t;Ot(1,0)}},W:function(t){var e=At();try{return Ct(t)}catch(t){if(St(e),t!==t+0)throw t;Ot(1,0)}},Y:function(t,e){var n=At();try{return Ut(t,e)}catch(t){if(St(n),t!==t+0)throw t;Ot(1,0)}},T:function(t,e,n){var r=At();try{return Rt(t,e,n)}catch(t){if(St(r),t!==t+0)throw t;Ot(1,0)}},f:function(t){var e=At();try{at(t)()}catch(t){if(St(e),t!==t+0)throw t;Ot(1,0)}},q:function(t,e){var n=At();try{at(t)(e)}catch(t){if(St(n),t!==t+0)throw t;Ot(1,0)}},h:function(t,e,n){var r=At();try{at(t)(e,n)}catch(t){if(St(r),t!==t+0)throw t;Ot(1,0)}},da:function(t,e,n,r){var a=At();try{at(t)(e,n,r)}catch(t){if(St(a),t!==t+0)throw t;Ot(1,0)}},l:function(t,e,n,r){var a=At();try{at(t)(e,n,r)}catch(t){if(St(a),t!==t+0)throw t;Ot(1,0)}},t:function(t,e,n,r,a){var i=At();try{at(t)(e,n,r,a)}catch(t){if(St(i),t!==t+0)throw t;Ot(1,0)}},u:function(t,e,n,r,a,i){var o=At();try{at(t)(e,n,r,a,i)}catch(t){if(St(o),t!==t+0)throw t;Ot(1,0)}},x:function(t,e,n,r,a,i,o){var u=At();try{at(t)(e,n,r,a,i,o)}catch(t){if(St(u),t!==t+0)throw t;Ot(1,0)}},z:function(t,e,n,r,a,i,o,u){var c=At();try{at(t)(e,n,r,a,i,o,u)}catch(t){if(St(c),t!==t+0)throw t;Ot(1,0)}},ga:function(t,e,n,r,a,i,o,u,c){var s=At();try{at(t)(e,n,r,a,i,o,u,c)}catch(t){if(St(s),t!==t+0)throw t;Ot(1,0)}},A:function(t,e,n,r,a,i,o,u,c,s,l){var f=At();try{at(t)(e,n,r,a,i,o,u,c,s,l)}catch(t){if(St(f),t!==t+0)throw t;Ot(1,0)}},C:function(t,e,n,r,a,i,o,u,c,s,l,f,p,h,d,y){var b=At();try{at(t)(e,n,r,a,i,o,u,c,s,l,f,p,h,d,y)}catch(t){if(St(b),t!==t+0)throw t;Ot(1,0)}},aa:function(t,e,n,r,a,i,o,u){var c=At();try{jt(t,e,n,r,a,i,o,u)}catch(t){if(St(c),t!==t+0)throw t;Ot(1,0)}},_:function(t,e,n,r,a,i,o,u,c,s,l,f){var p=At();try{Dt(t,e,n,r,a,i,o,u,c,s,l,f)}catch(t){if(St(p),t!==t+0)throw t;Ot(1,0)}},$:function(t,e,n,r,a,i){var o=At();try{kt(t,e,n,r,a,i)}catch(t){if(St(o),t!==t+0)throw t;Ot(1,0)}},n:function(t){return t},F:function(t){ft=t},ha:yt,y:function(t,e,n,r){return yt(t,e,n,r)}};!function(){function t(t){e.asm=t.exports,O=e.asm.Ka,P(),U=e.asm.ib,I.unshift(e.asm.La),B--,e.monitorRunDependencies&&e.monitorRunDependencies(B),0==B&&(null!==G&&(clearInterval(G),G=null),N&&(t=N,N=null,t()))}function n(e){t(e.instance)}function r(t){return function(){if(!g&&(d||y)){if("function"==typeof fetch&&!Y.startsWith("file://"))return fetch(Y,{credentials:"same-origin"}).then((function(t){if(!t.ok)throw"failed to load wasm binary file at \'"+Y+"\'";return t.arrayBuffer()})).catch((function(){return X()}));if(o)return new Promise((function(t,e){o(Y,(function(e){t(new Uint8Array(e))}),e)}))}return Promise.resolve().then((function(){return X()}))}().then((function(t){return WebAssembly.instantiate(t,i)})).then((function(t){return t})).then(t,(function(t){w("failed to asynchronously prepare wasm: "+t),V(t)}))}var i={a:bt};if(B++,e.monitorRunDependencies&&e.monitorRunDependencies(B),e.instantiateWasm)try{return e.instantiateWasm(i,t)}catch(t){return w("Module.instantiateWasm callback failed with error: "+t),!1}(g||"function"!=typeof WebAssembly.instantiateStreaming||$()||Y.startsWith("file://")||b||"function"!=typeof fetch?r(n):fetch(Y,{credentials:"same-origin"}).then((function(t){return WebAssembly.instantiateStreaming(t,i).then(n,(function(t){return w("wasm streaming compile failed: "+t),w("falling back to ArrayBuffer instantiation"),r(n)}))}))).catch(a)}(),e.___wasm_call_ctors=function(){return(e.___wasm_call_ctors=e.asm.La).apply(null,arguments)},e._OrtInit=function(){return(e._OrtInit=e.asm.Ma).apply(null,arguments)},e._OrtCreateSessionOptions=function(){return(e._OrtCreateSessionOptions=e.asm.Na).apply(null,arguments)},e._OrtAppendExecutionProvider=function(){return(e._OrtAppendExecutionProvider=e.asm.Oa).apply(null,arguments)},e._OrtAddSessionConfigEntry=function(){return(e._OrtAddSessionConfigEntry=e.asm.Pa).apply(null,arguments)},e._OrtReleaseSessionOptions=function(){return(e._OrtReleaseSessionOptions=e.asm.Qa).apply(null,arguments)},e._OrtCreateSession=function(){return(e._OrtCreateSession=e.asm.Ra).apply(null,arguments)},e._OrtReleaseSession=function(){return(e._OrtReleaseSession=e.asm.Sa).apply(null,arguments)},e._OrtGetInputCount=function(){return(e._OrtGetInputCount=e.asm.Ta).apply(null,arguments)},e._OrtGetOutputCount=function(){return(e._OrtGetOutputCount=e.asm.Ua).apply(null,arguments)},e._OrtGetInputName=function(){return(e._OrtGetInputName=e.asm.Va).apply(null,arguments)},e._OrtGetOutputName=function(){return(e._OrtGetOutputName=e.asm.Wa).apply(null,arguments)},e._OrtFree=function(){return(e._OrtFree=e.asm.Xa).apply(null,arguments)},e._OrtCreateTensor=function(){return(e._OrtCreateTensor=e.asm.Ya).apply(null,arguments)},e._OrtGetTensorData=function(){return(e._OrtGetTensorData=e.asm.Za).apply(null,arguments)},e._OrtReleaseTensor=function(){return(e._OrtReleaseTensor=e.asm._a).apply(null,arguments)},e._OrtCreateRunOptions=function(){return(e._OrtCreateRunOptions=e.asm.$a).apply(null,arguments)},e._OrtAddRunConfigEntry=function(){return(e._OrtAddRunConfigEntry=e.asm.ab).apply(null,arguments)},e._OrtReleaseRunOptions=function(){return(e._OrtReleaseRunOptions=e.asm.bb).apply(null,arguments)},e._OrtRun=function(){return(e._OrtRun=e.asm.cb).apply(null,arguments)},e._OrtEndProfiling=function(){return(e._OrtEndProfiling=e.asm.db).apply(null,arguments)};var mt,gt=e._malloc=function(){return(gt=e._malloc=e.asm.eb).apply(null,arguments)},vt=e._free=function(){return(vt=e._free=e.asm.fb).apply(null,arguments)},wt=e._fflush=function(){return(wt=e._fflush=e.asm.gb).apply(null,arguments)},_t=e.___funcs_on_exit=function(){return(_t=e.___funcs_on_exit=e.asm.hb).apply(null,arguments)},Ot=e._setThrew=function(){return(Ot=e._setThrew=e.asm.jb).apply(null,arguments)},At=e.stackSave=function(){return(At=e.stackSave=e.asm.kb).apply(null,arguments)},St=e.stackRestore=function(){return(St=e.stackRestore=e.asm.lb).apply(null,arguments)},Tt=e.stackAlloc=function(){return(Tt=e.stackAlloc=e.asm.mb).apply(null,arguments)},Et=e.___cxa_can_catch=function(){return(Et=e.___cxa_can_catch=e.asm.nb).apply(null,arguments)},Mt=e.___cxa_is_pointer_type=function(){return(Mt=e.___cxa_is_pointer_type=e.asm.ob).apply(null,arguments)},Ct=e.dynCall_j=function(){return(Ct=e.dynCall_j=e.asm.pb).apply(null,arguments)},xt=e.dynCall_iiiiij=function(){return(xt=e.dynCall_iiiiij=e.asm.qb).apply(null,arguments)},Rt=e.dynCall_jii=function(){return(Rt=e.dynCall_jii=e.asm.rb).apply(null,arguments)},jt=e.dynCall_viiiiij=function(){return(jt=e.dynCall_viiiiij=e.asm.sb).apply(null,arguments)},kt=e.dynCall_vjji=function(){return(kt=e.dynCall_vjji=e.asm.tb).apply(null,arguments)},Dt=e.dynCall_viiijjjii=function(){return(Dt=e.dynCall_viiijjjii=e.asm.ub).apply(null,arguments)},Pt=e.dynCall_iij=function(){return(Pt=e.dynCall_iij=e.asm.vb).apply(null,arguments)},Ut=e.dynCall_ji=function(){return(Ut=e.dynCall_ji=e.asm.wb).apply(null,arguments)},Ft=e.dynCall_iiiiiij=function(){return(Ft=e.dynCall_iiiiiij=e.asm.xb).apply(null,arguments)},It=e.dynCall_iiij=function(){return(It=e.dynCall_iiij=e.asm.yb).apply(null,arguments)};function Wt(){function t(){if(!mt&&(mt=!0,e.calledRun=!0,!C)){if(Z(I),r(e),e.onRuntimeInitialized&&e.onRuntimeInitialized(),e.postRun)for("function"==typeof e.postRun&&(e.postRun=[e.postRun]);e.postRun.length;){var t=e.postRun.shift();H.unshift(t)}Z(H)}}if(!(0{"use strict";Object.defineProperty(e,"__esModule",{value:!0}),e.iterateExtraOptions=void 0,e.iterateExtraOptions=(t,n,r,a)=>{if("object"==typeof t&&null!==t){if(r.has(t))throw new Error("Circular reference in options");r.add(t)}Object.entries(t).forEach((([t,i])=>{const o=n?n+t:t;if("object"==typeof i)(0,e.iterateExtraOptions)(i,o+".",r,a);else if("string"==typeof i||"number"==typeof i)a(o,i.toString());else{if("boolean"!=typeof i)throw new Error("Can\'t handle extra config type: "+typeof i);a(o,i?"1":"0")}}))}},586:(t,e,n)=>{"use strict";Object.defineProperty(e,"__esModule",{value:!0}),e.setRunOptions=void 0;const r=n(967),a=n(983),i=n(361);e.setRunOptions=t=>{const e=(0,i.getInstance)();let n=0;const o=[],u=t||{};try{if(void 0===(null==t?void 0:t.logSeverityLevel))u.logSeverityLevel=2;else if("number"!=typeof t.logSeverityLevel||!Number.isInteger(t.logSeverityLevel)||t.logSeverityLevel<0||t.logSeverityLevel>4)throw new Error(`log serverity level is not valid: ${t.logSeverityLevel}`);if(void 0===(null==t?void 0:t.logVerbosityLevel))u.logVerbosityLevel=0;else if("number"!=typeof t.logVerbosityLevel||!Number.isInteger(t.logVerbosityLevel))throw new Error(`log verbosity level is not valid: ${t.logVerbosityLevel}`);void 0===(null==t?void 0:t.terminate)&&(u.terminate=!1);let i=0;if(void 0!==(null==t?void 0:t.tag)&&(i=(0,a.allocWasmString)(t.tag,o)),n=e._OrtCreateRunOptions(u.logSeverityLevel,u.logVerbosityLevel,!!u.terminate,i),0===n)throw new Error("Can\'t create run options");return void 0!==(null==t?void 0:t.extra)&&(0,r.iterateExtraOptions)(t.extra,"",new WeakSet,((t,r)=>{const i=(0,a.allocWasmString)(t,o),u=(0,a.allocWasmString)(r,o);if(0!==e._OrtAddRunConfigEntry(n,i,u))throw new Error(`Can\'t set a run config entry: ${t} - ${r}`)})),[n,o]}catch(t){throw 0!==n&&e._OrtReleaseRunOptions(n),o.forEach(e._free),t}}},919:(t,e,n)=>{"use strict";Object.defineProperty(e,"__esModule",{value:!0}),e.setSessionOptions=void 0;const r=n(967),a=n(983),i=n(361);e.setSessionOptions=t=>{const e=(0,i.getInstance)();let n=0;const o=[],u=t||{};(t=>{t.extra||(t.extra={}),t.extra.session||(t.extra.session={});const e=t.extra.session;e.use_ort_model_bytes_directly||(e.use_ort_model_bytes_directly="1")})(u);try{void 0===(null==t?void 0:t.graphOptimizationLevel)&&(u.graphOptimizationLevel="all");const c=(t=>{switch(t){case"disabled":return 0;case"basic":return 1;case"extended":return 2;case"all":return 99;default:throw new Error(`unsupported graph optimization level: ${t}`)}})(u.graphOptimizationLevel);void 0===(null==t?void 0:t.enableCpuMemArena)&&(u.enableCpuMemArena=!0),void 0===(null==t?void 0:t.enableMemPattern)&&(u.enableMemPattern=!0),void 0===(null==t?void 0:t.executionMode)&&(u.executionMode="sequential");const s=(t=>{switch(t){case"sequential":return 0;case"parallel":return 1;default:throw new Error(`unsupported execution mode: ${t}`)}})(u.executionMode);let l=0;if(void 0!==(null==t?void 0:t.logId)&&(l=(0,a.allocWasmString)(t.logId,o)),void 0===(null==t?void 0:t.logSeverityLevel))u.logSeverityLevel=2;else if("number"!=typeof t.logSeverityLevel||!Number.isInteger(t.logSeverityLevel)||t.logSeverityLevel<0||t.logSeverityLevel>4)throw new Error(`log serverity level is not valid: ${t.logSeverityLevel}`);if(void 0===(null==t?void 0:t.logVerbosityLevel))u.logVerbosityLevel=0;else if("number"!=typeof t.logVerbosityLevel||!Number.isInteger(t.logVerbosityLevel))throw new Error(`log verbosity level is not valid: ${t.logVerbosityLevel}`);if(void 0===(null==t?void 0:t.enableProfiling)&&(u.enableProfiling=!1),n=e._OrtCreateSessionOptions(c,!!u.enableCpuMemArena,!!u.enableMemPattern,s,!!u.enableProfiling,0,l,u.logSeverityLevel,u.logVerbosityLevel),0===n)throw new Error("Can\'t create session options");return(null==t?void 0:t.executionProviders)&&((t,e,n)=>{for(const r of e){let e="string"==typeof r?r:r.name;switch(e){case"xnnpack":e="XNNPACK";break;case"wasm":case"cpu":continue;default:throw new Error(`not supported EP: ${e}`)}const o=(0,a.allocWasmString)(e,n);if(0!==(0,i.getInstance)()._OrtAppendExecutionProvider(t,o))throw new Error(`Can\'t append execution provider: ${e}`)}})(n,t.executionProviders,o),void 0!==(null==t?void 0:t.extra)&&(0,r.iterateExtraOptions)(t.extra,"",new WeakSet,((t,r)=>{const i=(0,a.allocWasmString)(t,o),u=(0,a.allocWasmString)(r,o);if(0!==e._OrtAddSessionConfigEntry(n,i,u))throw new Error(`Can\'t set a session config entry: ${t} - ${r}`)})),[n,o]}catch(t){throw 0!==n&&e._OrtReleaseSessionOptions(n),o.forEach(e._free),t}}},983:(t,e,n)=>{"use strict";Object.defineProperty(e,"__esModule",{value:!0}),e.allocWasmString=void 0;const r=n(361);e.allocWasmString=(t,e)=>{const n=(0,r.getInstance)(),a=n.lengthBytesUTF8(t)+1,i=n._malloc(a);return n.stringToUTF8(t,i,a),e.push(i),i}},349:(t,e,n)=>{"use strict";Object.defineProperty(e,"__esModule",{value:!0}),e.extractTransferableBuffers=e.endProfiling=e.run=e.releaseSession=e.createSession=e.createSessionFinalize=e.createSessionAllocate=e.initOrt=void 0;const r=n(586),a=n(919),i=n(983),o=n(361);e.initOrt=(t,e)=>{const n=(0,o.getInstance)()._OrtInit(t,e);if(0!==n)throw new Error(`Can\'t initialize onnxruntime. error code = ${n}`)};const u=new Map;e.createSessionAllocate=t=>{const e=(0,o.getInstance)(),n=e._malloc(t.byteLength);return e.HEAPU8.set(t,n),[n,t.byteLength]},e.createSessionFinalize=(t,e)=>{const n=(0,o.getInstance)();let r=0,i=0,c=[];try{if([i,c]=(0,a.setSessionOptions)(e),r=n._OrtCreateSession(t[0],t[1],i),0===r)throw new Error("Can\'t create a session")}finally{n._free(t[0]),n._OrtReleaseSessionOptions(i),c.forEach(n._free)}const s=n._OrtGetInputCount(r),l=n._OrtGetOutputCount(r),f=[],p=[],h=[],d=[];for(let t=0;t{const r=(0,e.createSessionAllocate)(t);return(0,e.createSessionFinalize)(r,n)},e.releaseSession=t=>{const e=(0,o.getInstance)(),n=u.get(t);if(!n)throw new Error("invalid session id");const r=n[0],a=n[1],i=n[2];a.forEach(e._OrtFree),i.forEach(e._OrtFree),e._OrtReleaseSession(r),u.delete(t)};const c=t=>{switch(t){case"int8":return 3;case"uint8":return 2;case"bool":return 9;case"int16":return 5;case"uint16":return 4;case"int32":return 6;case"uint32":return 12;case"float32":return 1;case"float64":return 11;case"string":return 8;case"int64":return 7;case"uint64":return 13;default:throw new Error(`unsupported data type: ${t}`)}},s=t=>{switch(t){case 3:return"int8";case 2:return"uint8";case 9:return"bool";case 5:return"int16";case 4:return"uint16";case 6:return"int32";case 12:return"uint32";case 1:return"float32";case 11:return"float64";case 8:return"string";case 7:return"int64";case 13:return"uint64";default:throw new Error(`unsupported data type: ${t}`)}},l=t=>{switch(t){case"float32":return Float32Array;case"uint8":case"bool":return Uint8Array;case"int8":return Int8Array;case"uint16":return Uint16Array;case"int16":return Int16Array;case"int32":return Int32Array;case"float64":return Float64Array;case"uint32":return Uint32Array;case"int64":return BigInt64Array;case"uint64":return BigUint64Array;default:throw new Error(`unsupported type: ${t}`)}};e.run=(t,e,n,a,f)=>{const p=(0,o.getInstance)(),h=u.get(t);if(!h)throw new Error("invalid session id");const d=h[0],y=h[1],b=h[2],m=e.length,g=a.length;let v=0,w=[];const _=[],O=[];try{[v,w]=(0,r.setRunOptions)(f);for(let t=0;tp.HEAP32[t++]=e));const n=p._OrtCreateTensor(c(e),o,u,l,r.length);if(0===n)throw new Error("Can\'t create a tensor");_.push(n)}finally{p.stackRestore(s)}}const t=p.stackSave(),o=p.stackAlloc(4*m),u=p.stackAlloc(4*m),h=p.stackAlloc(4*g),A=p.stackAlloc(4*g);try{let n=o/4,r=u/4,i=h/4,c=A/4;for(let t=0;tt*e));if(a=s(o),"string"===a){const t=[];let e=i/4;for(let n=0;n{const e=(0,o.getInstance)(),n=u.get(t);if(!n)throw new Error("invalid session id");const r=n[0],a=e._OrtEndProfiling(r);if(0===a)throw new Error("Can\'t get an profile file name");e._OrtFree(a)},e.extractTransferableBuffers=t=>{const e=[];for(const n of t){const t=n[2];!Array.isArray(t)&&t.buffer&&e.push(t.buffer)}return e}},361:function(t,e,n){"use strict";var r=this&&this.__createBinding||(Object.create?function(t,e,n,r){void 0===r&&(r=n);var a=Object.getOwnPropertyDescriptor(e,n);a&&!("get"in a?!e.__esModule:a.writable||a.configurable)||(a={enumerable:!0,get:function(){return e[n]}}),Object.defineProperty(t,r,a)}:function(t,e,n,r){void 0===r&&(r=n),t[r]=e[n]}),a=this&&this.__setModuleDefault||(Object.create?function(t,e){Object.defineProperty(t,"default",{enumerable:!0,value:e})}:function(t,e){t.default=e}),i=this&&this.__importStar||function(t){if(t&&t.__esModule)return t;var e={};if(null!=t)for(var n in t)"default"!==n&&Object.prototype.hasOwnProperty.call(t,n)&&r(e,t,n);return a(e,t),e},o=this&&this.__importDefault||function(t){return t&&t.__esModule?t:{default:t}};Object.defineProperty(e,"__esModule",{value:!0}),e.dispose=e.getInstance=e.initializeWebAssembly=void 0;const u=i(n(449)),c=o(n(932)),s=n(474);let l,f=!1,p=!1,h=!1;const d=(t,e)=>e?t?"ort-wasm-simd-threaded.wasm":"ort-wasm-threaded.wasm":t?"ort-wasm-simd.wasm":"ort-wasm.wasm";e.initializeWebAssembly=async t=>{if(f)return Promise.resolve();if(p)throw new Error("multiple calls to \'initializeWebAssembly()\' detected.");if(h)throw new Error("previous call to \'initializeWebAssembly()\' failed.");p=!0;const e=t.initTimeout,r=t.numThreads,a=t.simd,i=r>1&&(()=>{try{return"undefined"!=typeof SharedArrayBuffer&&("undefined"!=typeof MessageChannel&&(new MessageChannel).port1.postMessage(new SharedArrayBuffer(1)),WebAssembly.validate(new Uint8Array([0,97,115,109,1,0,0,0,1,4,1,96,0,0,3,2,1,0,5,4,1,3,1,1,10,11,1,9,0,65,0,254,16,2,0,26,11])))}catch(t){return!1}})(),o=a&&(()=>{try{return WebAssembly.validate(new Uint8Array([0,97,115,109,1,0,0,0,1,4,1,96,0,0,3,2,1,0,10,30,1,28,0,65,0,253,15,253,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,253,186,1,26,11]))}catch(t){return!1}})(),y="string"==typeof t.wasmPaths?t.wasmPaths:void 0,b=d(!1,i),m=d(o,i),g="object"==typeof t.wasmPaths?t.wasmPaths[m]:void 0;let v=!1;const w=[];if(e>0&&w.push(new Promise((t=>{setTimeout((()=>{v=!0,t()}),e)}))),w.push(new Promise(((t,e)=>{const r=i?s:c.default,a={locateFile:(t,e)=>i&&t.endsWith(".worker.js")&&"undefined"!=typeof Blob?URL.createObjectURL(new Blob([n(154)],{type:"text/javascript"})):t===b?null!=g?g:(null!=y?y:e)+m:e+t};if(i)if("undefined"==typeof Blob)a.mainScriptUrlOrBlob=u.join("/","ort-wasm-threaded.js");else{const t=`var ortWasmThreaded=(function(){var _scriptDir;return ${r.toString()}})();`;a.mainScriptUrlOrBlob=new Blob([t],{type:"text/javascript"})}r(a).then((e=>{p=!1,f=!0,l=e,t()}),(t=>{p=!1,h=!0,e(t)}))}))),await Promise.race(w),v)throw new Error(`WebAssembly backend initializing failed due to timeout: ${e}ms`)},e.getInstance=()=>{if(f&&l)return l;throw new Error("WebAssembly is not initialized yet.")},e.dispose=()=>{var t;!f||p||h||(p=!0,null===(t=l.PThread)||void 0===t||t.terminateAllThreads(),l=void 0,p=!1,f=!1,h=!0)}},154:t=>{"use strict";t.exports=\'"use strict";var e={},t="object"==typeof process&&"object"==typeof process.versions&&"string"==typeof process.versions.node;if(t){var r=require("worker_threads"),a=r.parentPort;a.on("message",(e=>onmessage({data:e})));var o=require("fs");Object.assign(global,{self:global,require:require,Module:e,location:{href:__filename},Worker:r.Worker,importScripts:function(e){(0,eval)(o.readFileSync(e,"utf8"))},postMessage:function(e){a.postMessage(e)},performance:global.performance||{now:function(){return Date.now()}}})}var s=!1,n=[],i=function(){var e=Array.prototype.slice.call(arguments).join(" ");t?o.writeSync(2,e+"\\\\n"):console.error(e)};self.alert=function(){var t=Array.prototype.slice.call(arguments).join(" ");postMessage({cmd:"alert",text:t,threadId:e._pthread_self()})},e.instantiateWasm=(t,r)=>{var a=new WebAssembly.Instance(e.wasmModule,t);return r(a),e.wasmModule=null,a.exports},self.onunhandledrejection=e=>{throw e.reason??e},self.onmessage=t=>{try{if("load"===t.data.cmd){if(e.wasmModule=t.data.wasmModule,e.wasmMemory=t.data.wasmMemory,e.buffer=e.wasmMemory.buffer,e.ENVIRONMENT_IS_PTHREAD=!0,"string"==typeof t.data.urlOrBlob)importScripts(t.data.urlOrBlob);else{var r=URL.createObjectURL(t.data.urlOrBlob);importScripts(r),URL.revokeObjectURL(r)}ortWasmThreaded(e).then((function(t){e=t}))}else if("run"===t.data.cmd){e.__performance_now_clock_drift=performance.now()-t.data.time,e.__emscripten_thread_init(t.data.pthread_ptr,0,0,1),e.establishStackSpace(),e.PThread.receiveObjectTransfer(t.data),e.PThread.threadInitTLS(),s||(n.forEach((t=>{e.executeNotifiedProxyingQueue(t)})),n=[],s=!0);try{e.invokeEntryPoint(t.data.start_routine,t.data.arg)}catch(t){if("unwind"!=t){if(!(t instanceof e.ExitStatus))throw t;e.keepRuntimeAlive()||e.__emscripten_thread_exit(t.status)}}}else"cancel"===t.data.cmd?e._pthread_self()&&e.__emscripten_thread_exit(-1):"setimmediate"===t.data.target||("processProxyingQueue"===t.data.cmd?s?e.executeNotifiedProxyingQueue(t.data.queue):n.push(t.data.queue):(i("worker.js received unknown command "+t.data.cmd),i(t.data)))}catch(t){throw i("worker.js onmessage() captured an uncaught exception: "+t),t&&t.stack&&i(t.stack),e.__emscripten_thread_crashed&&e.__emscripten_thread_crashed(),t}};\\n\'},384:()=>{},993:()=>{},908:()=>{},953:()=>{},925:()=>{},449:()=>{}},e={};function n(r){var a=e[r];if(void 0!==a)return a.exports;var i=e[r]={exports:{}};return t[r].call(i.exports,i,i.exports,n),i.exports}n.g=function(){if("object"==typeof globalThis)return globalThis;try{return this||new Function("return this")()}catch(t){if("object"==typeof window)return window}}(),(()=>{"use strict";const t=n(349),e=n(361);self.onmessage=n=>{switch(n.data.type){case"init-wasm":(0,e.initializeWebAssembly)(n.data.in).then((()=>postMessage({type:"init-wasm"})),(t=>postMessage({type:"init-wasm",err:t})));break;case"init-ort":try{const{numThreads:e,loggingLevel:r}=n.data.in;(0,t.initOrt)(e,r),postMessage({type:"init-ort"})}catch(t){postMessage({type:"init-ort",err:t})}break;case"create_allocate":try{const{model:e}=n.data.in,r=(0,t.createSessionAllocate)(e);postMessage({type:"create_allocate",out:r})}catch(t){postMessage({type:"create_allocate",err:t})}break;case"create_finalize":try{const{modeldata:e,options:r}=n.data.in,a=(0,t.createSessionFinalize)(e,r);postMessage({type:"create_finalize",out:a})}catch(t){postMessage({type:"create_finalize",err:t})}break;case"create":try{const{model:e,options:r}=n.data.in,a=(0,t.createSession)(e,r);postMessage({type:"create",out:a})}catch(t){postMessage({type:"create",err:t})}break;case"release":try{const e=n.data.in;(0,t.releaseSession)(e),postMessage({type:"release"})}catch(t){postMessage({type:"release",err:t})}break;case"run":try{const{sessionId:e,inputIndices:r,inputs:a,outputIndices:i,options:o}=n.data.in,u=(0,t.run)(e,r,a,i,o);postMessage({type:"run",out:u},(0,t.extractTransferableBuffers)(u))}catch(t){postMessage({type:"run",err:t})}break;case"end-profiling":try{const e=n.data.in;(0,t.endProfiling)(e),postMessage({type:"end-profiling"})}catch(t){postMessage({type:"end-profiling",err:t})}}}})()})();\n',"Worker",void 0,void 0)}},477:b=>{b.exports=function(n,o,u,c){var p=self||window;try{try{var a;try{a=new p.Blob([n])}catch{(a=new(p.BlobBuilder||p.WebKitBlobBuilder||p.MozBlobBuilder||p.MSBlobBuilder)).append(n),a=a.getBlob()}var h=p.URL||p.webkitURL,f=h.createObjectURL(a),l=new p[o](f,u);return h.revokeObjectURL(f),l}catch{return new p[o]("data:application/javascript,".concat(encodeURIComponent(n)),u)}}catch{if(!c)throw Error("Inline worker is not supported");return new p[o](c,u)}}},4154:b=>{b.exports=`"use strict";var e={},t="object"==typeof process&&"object"==typeof process.versions&&"string"==typeof process.versions.node;if(t){var r=require("worker_threads"),a=r.parentPort;a.on("message",(e=>onmessage({data:e})));var o=require("fs");Object.assign(global,{self:global,require:require,Module:e,location:{href:__filename},Worker:r.Worker,importScripts:function(e){(0,eval)(o.readFileSync(e,"utf8"))},postMessage:function(e){a.postMessage(e)},performance:global.performance||{now:function(){return Date.now()}}})}var s=!1,n=[],i=function(){var e=Array.prototype.slice.call(arguments).join(" ");t?o.writeSync(2,e+"\\n"):console.error(e)};self.alert=function(){var t=Array.prototype.slice.call(arguments).join(" ");postMessage({cmd:"alert",text:t,threadId:e._pthread_self()})},e.instantiateWasm=(t,r)=>{var a=new WebAssembly.Instance(e.wasmModule,t);return r(a),e.wasmModule=null,a.exports},self.onunhandledrejection=e=>{throw e.reason??e},self.onmessage=t=>{try{if("load"===t.data.cmd){if(e.wasmModule=t.data.wasmModule,e.wasmMemory=t.data.wasmMemory,e.buffer=e.wasmMemory.buffer,e.ENVIRONMENT_IS_PTHREAD=!0,"string"==typeof t.data.urlOrBlob)importScripts(t.data.urlOrBlob);else{var r=URL.createObjectURL(t.data.urlOrBlob);importScripts(r),URL.revokeObjectURL(r)}ortWasmThreaded(e).then((function(t){e=t}))}else if("run"===t.data.cmd){e.__performance_now_clock_drift=performance.now()-t.data.time,e.__emscripten_thread_init(t.data.pthread_ptr,0,0,1),e.establishStackSpace(),e.PThread.receiveObjectTransfer(t.data),e.PThread.threadInitTLS(),s||(n.forEach((t=>{e.executeNotifiedProxyingQueue(t)})),n=[],s=!0);try{e.invokeEntryPoint(t.data.start_routine,t.data.arg)}catch(t){if("unwind"!=t){if(!(t instanceof e.ExitStatus))throw t;e.keepRuntimeAlive()||e.__emscripten_thread_exit(t.status)}}}else"cancel"===t.data.cmd?e._pthread_self()&&e.__emscripten_thread_exit(-1):"setimmediate"===t.data.target||("processProxyingQueue"===t.data.cmd?s?e.executeNotifiedProxyingQueue(t.data.queue):n.push(t.data.queue):(i("worker.js received unknown command "+t.data.cmd),i(t.data)))}catch(t){throw i("worker.js onmessage() captured an uncaught exception: "+t),t&&t.stack&&i(t.stack),e.__emscripten_thread_crashed&&e.__emscripten_thread_crashed(),t}}; +`},1670:b=>{b.exports=__WEBPACK_EXTERNAL_MODULE__1670__},7067:()=>{},1296:()=>{},1384:()=>{},3993:()=>{},908:()=>{},6953:()=>{},9925:()=>{},2806:()=>{},6449:()=>{},2850:()=>{},5381:()=>{},5686:(b,n,o)=>{o.r(n),o.d(n,{flatbuffers:()=>u});var u={};u.Offset,u.Table,u.SIZEOF_SHORT=2,u.SIZEOF_INT=4,u.FILE_IDENTIFIER_LENGTH=4,u.SIZE_PREFIX_LENGTH=4,u.Encoding={UTF8_BYTES:1,UTF16_STRING:2},u.int32=new Int32Array(2),u.float32=new Float32Array(u.int32.buffer),u.float64=new Float64Array(u.int32.buffer),u.isLittleEndian=new Uint16Array(new Uint8Array([1,0]).buffer)[0]===1,u.Long=function(c,p){this.low=0|c,this.high=0|p},u.Long.create=function(c,p){return c==0&&p==0?u.Long.ZERO:new u.Long(c,p)},u.Long.prototype.toFloat64=function(){return(this.low>>>0)+4294967296*this.high},u.Long.prototype.equals=function(c){return this.low==c.low&&this.high==c.high},u.Long.ZERO=new u.Long(0,0),u.Builder=function(c){if(c)p=c;else var p=1024;this.bb=u.ByteBuffer.allocate(p),this.space=p,this.minalign=1,this.vtable=null,this.vtable_in_use=0,this.isNested=!1,this.object_start=0,this.vtables=[],this.vector_num_elems=0,this.force_defaults=!1},u.Builder.prototype.clear=function(){this.bb.clear(),this.space=this.bb.capacity(),this.minalign=1,this.vtable=null,this.vtable_in_use=0,this.isNested=!1,this.object_start=0,this.vtables=[],this.vector_num_elems=0,this.force_defaults=!1},u.Builder.prototype.forceDefaults=function(c){this.force_defaults=c},u.Builder.prototype.dataBuffer=function(){return this.bb},u.Builder.prototype.asUint8Array=function(){return this.bb.bytes().subarray(this.bb.position(),this.bb.position()+this.offset())},u.Builder.prototype.prep=function(c,p){c>this.minalign&&(this.minalign=c);for(var a=1+~(this.bb.capacity()-this.space+p)&c-1;this.space=0&&this.vtable[p]==0;p--);for(var a=p+1;p>=0;p--)this.addInt16(this.vtable[p]!=0?c-this.vtable[p]:0);this.addInt16(c-this.object_start);var h=(a+2)*u.SIZEOF_SHORT;this.addInt16(h);var f=0,l=this.space;e:for(p=0;p=0;l--)this.writeInt8(f.charCodeAt(l))}this.prep(this.minalign,u.SIZEOF_INT+h),this.addOffset(c),h&&this.addInt32(this.bb.capacity()-this.space),this.bb.setPosition(this.space)},u.Builder.prototype.finishSizePrefixed=function(c,p){this.finish(c,p,!0)},u.Builder.prototype.requiredField=function(c,p){var a=this.bb.capacity()-c,h=a-this.bb.readInt32(a);if(this.bb.readInt16(h+p)==0)throw new Error("FlatBuffers: field "+p+" must be set")},u.Builder.prototype.startVector=function(c,p,a){this.notNested(),this.vector_num_elems=p,this.prep(u.SIZEOF_INT,c*p),this.prep(a,c*p)},u.Builder.prototype.endVector=function(){return this.writeInt32(this.vector_num_elems),this.offset()},u.Builder.prototype.createString=function(c){if(c instanceof Uint8Array)var p=c;else{p=[];for(var a=0;a=56320?f:(f<<10)+c.charCodeAt(a++)+-56613888)<128?p.push(h):(h<2048?p.push(h>>6&31|192):(h<65536?p.push(h>>12&15|224):p.push(h>>18&7|240,h>>12&63|128),p.push(h>>6&63|128)),p.push(63&h|128))}}this.addInt8(0),this.startVector(1,p.length,1),this.bb.setPosition(this.space-=p.length),a=0;for(var l=this.space,s=this.bb.bytes();a>24},u.ByteBuffer.prototype.readUint8=function(c){return this.bytes_[c]},u.ByteBuffer.prototype.readInt16=function(c){return this.readUint16(c)<<16>>16},u.ByteBuffer.prototype.readUint16=function(c){return this.bytes_[c]|this.bytes_[c+1]<<8},u.ByteBuffer.prototype.readInt32=function(c){return this.bytes_[c]|this.bytes_[c+1]<<8|this.bytes_[c+2]<<16|this.bytes_[c+3]<<24},u.ByteBuffer.prototype.readUint32=function(c){return this.readInt32(c)>>>0},u.ByteBuffer.prototype.readInt64=function(c){return new u.Long(this.readInt32(c),this.readInt32(c+4))},u.ByteBuffer.prototype.readUint64=function(c){return new u.Long(this.readUint32(c),this.readUint32(c+4))},u.ByteBuffer.prototype.readFloat32=function(c){return u.int32[0]=this.readInt32(c),u.float32[0]},u.ByteBuffer.prototype.readFloat64=function(c){return u.int32[u.isLittleEndian?0:1]=this.readInt32(c),u.int32[u.isLittleEndian?1:0]=this.readInt32(c+4),u.float64[0]},u.ByteBuffer.prototype.writeInt8=function(c,p){this.bytes_[c]=p},u.ByteBuffer.prototype.writeUint8=function(c,p){this.bytes_[c]=p},u.ByteBuffer.prototype.writeInt16=function(c,p){this.bytes_[c]=p,this.bytes_[c+1]=p>>8},u.ByteBuffer.prototype.writeUint16=function(c,p){this.bytes_[c]=p,this.bytes_[c+1]=p>>8},u.ByteBuffer.prototype.writeInt32=function(c,p){this.bytes_[c]=p,this.bytes_[c+1]=p>>8,this.bytes_[c+2]=p>>16,this.bytes_[c+3]=p>>24},u.ByteBuffer.prototype.writeUint32=function(c,p){this.bytes_[c]=p,this.bytes_[c+1]=p>>8,this.bytes_[c+2]=p>>16,this.bytes_[c+3]=p>>24},u.ByteBuffer.prototype.writeInt64=function(c,p){this.writeInt32(c,p.low),this.writeInt32(c+4,p.high)},u.ByteBuffer.prototype.writeUint64=function(c,p){this.writeUint32(c,p.low),this.writeUint32(c+4,p.high)},u.ByteBuffer.prototype.writeFloat32=function(c,p){u.float32[0]=p,this.writeInt32(c,u.int32[0])},u.ByteBuffer.prototype.writeFloat64=function(c,p){u.float64[0]=p,this.writeInt32(c,u.int32[u.isLittleEndian?0:1]),this.writeInt32(c+4,u.int32[u.isLittleEndian?1:0])},u.ByteBuffer.prototype.getBufferIdentifier=function(){if(this.bytes_.length>10),56320+(1023&l)))}return h},u.ByteBuffer.prototype.__indirect=function(c){return c+this.readInt32(c)},u.ByteBuffer.prototype.__vector=function(c){return c+this.readInt32(c)+u.SIZEOF_INT},u.ByteBuffer.prototype.__vector_len=function(c){return this.readInt32(c+this.readInt32(c))},u.ByteBuffer.prototype.__has_identifier=function(c){if(c.length!=u.FILE_IDENTIFIER_LENGTH)throw new Error("FlatBuffers: file identifier must be length "+u.FILE_IDENTIFIER_LENGTH);for(var p=0;p{var n=b&&b.__esModule?()=>b.default:()=>b;return __webpack_require__.d(n,{a:n}),n},__webpack_require__.d=(b,n)=>{for(var o in n)__webpack_require__.o(n,o)&&!__webpack_require__.o(b,o)&&Object.defineProperty(b,o,{enumerable:!0,get:n[o]})},__webpack_require__.g=function(){if(typeof globalThis=="object")return globalThis;try{return this||new Function("return this")()}catch{if(typeof window=="object")return window}}(),__webpack_require__.o=(b,n)=>Object.prototype.hasOwnProperty.call(b,n),__webpack_require__.r=b=>{typeof Symbol<"u"&&Symbol.toStringTag&&Object.defineProperty(b,Symbol.toStringTag,{value:"Module"}),Object.defineProperty(b,"__esModule",{value:!0})};var __webpack_exports__=__webpack_require__(6018);return __webpack_exports__})())})(ortWeb_min$1);var ortWeb_minExports=ortWeb_min$1.exports,ortWeb_min=getDefaultExportFromCjs(ortWeb_minExports),ONNX_WEB=_mergeNamespaces({__proto__:null,default:ortWeb_min},[ortWeb_minExports]);let ONNX;const executionProviders=["wasm"];typeof process<"u"&&((nt=process==null?void 0:process.release)==null?void 0:nt.name)==="node"?(ONNX=sharp??ONNX_NODE,executionProviders.unshift("cpu")):(ONNX=ortWeb_min??ONNX_WEB,typeof navigator<"u"&&/iP(hone|od|ad).+16_4.+AppleWebKit/.test(navigator.userAgent)&&(ONNX.env.wasm.simd=!1));const{env:onnx_env}=ONNX,VERSION="2.5.3",WEB_CACHE_AVAILABLE=typeof self<"u"&&"caches"in self,FS_AVAILABLE=!isEmpty(sharp),PATH_AVAILABLE=!isEmpty(sharp),RUNNING_LOCALLY=FS_AVAILABLE&&PATH_AVAILABLE,__dirname=RUNNING_LOCALLY?sharp.dirname(sharp.dirname(sharp.fileURLToPath(self.location.href))):"./",DEFAULT_CACHE_DIR=RUNNING_LOCALLY?sharp.join(__dirname,"/.cache/"):null,DEFAULT_LOCAL_MODEL_PATH="/models/",localModelPath=RUNNING_LOCALLY?sharp.join(__dirname,DEFAULT_LOCAL_MODEL_PATH):DEFAULT_LOCAL_MODEL_PATH;onnx_env.wasm.wasmPaths=RUNNING_LOCALLY?sharp.join(__dirname,"/dist/"):`https://cdn.jsdelivr.net/npm/@xenova/transformers@${VERSION}/dist/`;const env={backends:{onnx:onnx_env,tfjs:{}},__dirname,version:VERSION,allowRemoteModels:!0,remoteHost:"https://huggingface.co/",remotePathTemplate:"{model}/resolve/{revision}/",allowLocalModels:!0,localModelPath,useFS:FS_AVAILABLE,useBrowserCache:WEB_CACHE_AVAILABLE,useFSCache:FS_AVAILABLE,cacheDir:DEFAULT_CACHE_DIR,useCustomCache:!1,customCache:null};function isEmpty(b){return Object.keys(b).length===0}globalThis.ReadableStream||(globalThis.ReadableStream=sharp.ReadableStream);class FileResponse{constructor(n){ve(this,"_CONTENT_TYPE_MAP",{txt:"text/plain",html:"text/html",css:"text/css",js:"text/javascript",json:"application/json",png:"image/png",jpg:"image/jpeg",jpeg:"image/jpeg",gif:"image/gif"});if(this.filePath=n,this.headers=new Headers,this.exists=sharp.existsSync(n),this.exists){this.status=200,this.statusText="OK";let o=sharp.statSync(n);this.headers.set("content-length",o.size.toString()),this.updateContentType();let u=this;this.body=new ReadableStream({start(c){u.arrayBuffer().then(p=>{c.enqueue(new Uint8Array(p)),c.close()})}})}else this.status=404,this.statusText="Not Found",this.body=null}updateContentType(){const n=this.filePath.toString().split(".").pop().toLowerCase();this.headers.set("content-type",this._CONTENT_TYPE_MAP[n]??"application/octet-stream")}clone(){let n=new FileResponse(this.filePath);return n.exists=this.exists,n.status=this.status,n.statusText=this.statusText,n.headers=new Headers(this.headers),n}async arrayBuffer(){return(await sharp.promises.readFile(this.filePath)).buffer}async blob(){const n=await sharp.promises.readFile(this.filePath);return new Blob([n],{type:this.headers.get("content-type")})}async text(){return await sharp.promises.readFile(this.filePath,"utf8")}async json(){return JSON.parse(await this.text())}}function isValidHttpUrl(b,n=null){let o;try{o=new URL(b)}catch{return!1}return n&&!n.includes(o.hostname)?!1:o.protocol==="http:"||o.protocol==="https:"}async function getFile(b){var n,o,u;if(env.useFS&&!isValidHttpUrl(b))return new FileResponse(b);if(typeof process<"u"&&((n=process==null?void 0:process.release)==null?void 0:n.name)==="node"){const c=!!((o=process.env)!=null&&o.TESTING_REMOTELY),p=env.version,a=new Headers;if(a.set("User-Agent",`transformers.js/${p}; is_ci/${c};`),isValidHttpUrl(b,["huggingface.co","hf.co"])){const f=(u=process.env)==null?void 0:u.HF_ACCESS_TOKEN;f&&a.set("Authorization",`Bearer ${f}`)}return fetch(b,{headers:a})}else return fetch(b)}const ERROR_MAPPING={400:"Bad request error occurred while trying to load file",401:"Unauthorized access to file",403:"Forbidden access to file",404:"Could not locate file",408:"Request timeout error occurred while trying to load file",500:"Internal server error error occurred while trying to load file",502:"Bad gateway error occurred while trying to load file",503:"Service unavailable error occurred while trying to load file",504:"Gateway timeout error occurred while trying to load file"};function handleError(b,n,o){if(!o)return null;const u=ERROR_MAPPING[b]??`Error (${b}) occurred while trying to load file`;throw Error(`${u}: "${n}".`)}class FileCache{constructor(n){this.path=n}async match(n){let o=sharp.join(this.path,n),u=new FileResponse(o);if(u.exists)return u}async put(n,o){const u=Buffer.from(await o.arrayBuffer());let c=sharp.join(this.path,n);try{await sharp.promises.mkdir(sharp.dirname(c),{recursive:!0}),await sharp.promises.writeFile(c,u)}catch(p){console.warn("An error occurred while writing the file to cache:",p)}}}async function tryCache(b,...n){for(let o of n)try{let u=await b.match(o);if(u)return u}catch{continue}}async function getModelFile(b,n,o=!0,u={}){if(!env.allowLocalModels&&u.local_files_only)throw Error("Invalid configuration detected: local models are disabled (`env.allowLocalModels=false`) but you have requested to only use local models (`local_files_only=true`).");dispatchCallback(u.progress_callback,{status:"initiate",name:b,file:n});let c;if(!c&&env.useBrowserCache){if(typeof caches>"u")throw Error("Browser cache is not available in this environment.");try{c=await caches.open("transformers-cache")}catch(d){console.warn("An error occurred while opening the browser cache:",d)}}if(!c&&env.useFSCache&&(c=new FileCache(u.cache_dir??env.cacheDir)),!c&&env.useCustomCache)throw Error("`env.useCustomCache=true`, but `env.customCache` is not defined.");const p=u.revision??"main";let a=pathJoin(b,n),h=pathJoin(env.localModelPath,a),f=pathJoin(env.remoteHost,env.remotePathTemplate.replaceAll("{model}",b).replaceAll("{revision}",p),n),l=p==="main"?a:pathJoin(b,p,n),s,t=c instanceof FileCache?l:f,e=!1,r;if(c&&(r=await tryCache(c,h,t)),r===void 0){if(env.allowLocalModels)if(isValidHttpUrl(a)){if(u.local_files_only)throw new Error(`\`local_files_only=true\`, but attempted to load a remote file from: ${a}.`)}else try{r=await getFile(h),s=h}catch(g){console.warn(`Unable to load from local path "${h}": "${g}"`)}if(r===void 0||r.status===404){if(u.local_files_only||!env.allowRemoteModels){if(o)throw Error(`\`local_files_only=true\` or \`env.allowRemoteModels=false\` and file was not found locally at "${h}".`);return null}if(r=await getFile(f),r.status!==200)return handleError(r.status,f,o);s=t}e=c&&typeof Response<"u"&&r instanceof Response&&r.status===200}dispatchCallback(u.progress_callback,{status:"download",name:b,file:n});const i=await readResponse(r,d=>{dispatchCallback(u.progress_callback,{status:"progress",...d,name:b,file:n})});return e&&s&&await c.match(s)===void 0&&await c.put(s,new Response(i,{headers:r.headers})).catch(d=>{console.warn(`Unable to add response to browser cache: ${d}.`)}),dispatchCallback(u.progress_callback,{status:"done",name:b,file:n}),i}async function getModelJSON(b,n,o=!0,u={}){let c=await getModelFile(b,n,o,u);if(c===null)return{};let a=new TextDecoder("utf-8").decode(c);return JSON.parse(a)}async function readResponse(b,n){const o=b.headers.get("Content-Length");o===null&&console.warn("Unable to determine content-length from response headers. Will expand buffer when needed.");let u=parseInt(o??"0"),c=new Uint8Array(u),p=0;const a=b.body.getReader();async function h(){const{done:f,value:l}=await a.read();if(f)return;let s=p+l.length;if(s>u){u=s;let e=new Uint8Array(u);e.set(c),c=e}c.set(l,p),p=s;const t=p/u*100;return n({progress:t,loaded:p,total:u}),h()}return await h(),c}function pathJoin(...b){return b=b.map((n,o)=>(o&&(n=n.replace(new RegExp("^/"),"")),o!==b.length-1&&(n=n.replace(new RegExp("/$"),"")),n)),b.join("/")}function interpolate_data(b,[n,o,u],[c,p],a="bilinear",h=!1){const f=p/u,l=c/o,s=new b.constructor(c*p*n),t=o*u,e=c*p;for(let r=0;r=0;--h)c[h]=f,u[h]=n[o[h]],f*=u[h];const p=o.map((h,f)=>c[o.indexOf(f)]),a=new b.constructor(b.length);for(let h=0;h=0;--l)f+=s%n[l]*p[l],s=Math.floor(s/n[l]);a[f]=b[h]}return[a,u]}function softmax(b){const n=max(b)[0],o=b.map(p=>Math.exp(p-n)),u=o.reduce((p,a)=>p+a,0);return o.map(p=>p/u)}function log_softmax(b){return softmax(b).map(u=>Math.log(u))}function getTopItems(b,n=0){return b=Array.from(b).map((o,u)=>[u,o]).sort((o,u)=>u[1]-o[1]),n>0&&(b=b.slice(0,n)),b}function min(b){if(b.length===0)throw Error("Array must not be empty");let n=b[0],o=0;for(let u=1;un&&(n=b[u],o=u);return[n,o]}function rfftfreq(b,n=1){if(!Number.isInteger(b))throw new TypeError(`n should be an integer, but ${b} given.`);const o=1/(b*n),u=Math.floor(b/2)+1,c=new Array(u);for(let p=0;pu;u<<=1)++o;this._width=o%2===0?o-1:o,this._bitrev=new Int32Array(1<>>c&3)<>>1);for(let c=0;c>>1]=n[c];return u}toComplexArray(n,o){const u=o||this.createComplexArray();for(let c=0;c>>1],u[c+1]=0;return u}completeSpectrum(n){const o=this._csize,u=o>>>1;for(let c=2;c>=2;a>=2;a>>=2){h=c/a<<1;let t=h>>>2;for(f=0;f>>1,a>>>1)}else for(f=0,l=0;f>>1,a>>>1,u)}for(a>>=2;a>=2;a>>=2){h=c/a<<1;const t=h>>>1,e=t>>>1,r=e>>>1;for(f=0;f=b.length&&(f=2*(b.length-1)-f),u[a++]=b[f]}u.sort(),o[p]=u[c]}return o}function round(b,n){const o=Math.pow(10,n);return Math.round(b*o)/o}const ONNXTensor$1=ONNX.Tensor;class Tensor extends ONNXTensor$1{constructor(...n){return n[0]instanceof ONNX.Tensor?super(n[0].type,n[0].data,n[0].dims):super(...n),new Proxy(this,{get:(o,u)=>{if(typeof u=="string"){let c=Number(u);if(Number.isInteger(c))return o._getitem(c)}return o[u]},set:(o,u,c)=>o[u]=c})}*[Symbol.iterator](){const[n,...o]=this.dims;if(o.length>0){const u=o.reduce((c,p)=>c*p);for(let c=0;c0){const c=u.reduce((p,a)=>p*a);return this._subarray(n,c,u)}else return new Tensor(this.type,[this.data[n]],u)}indexOf(n){for(let o=0;ol[1])throw new Error(`Invalid slice: ${l}`);let s=[Math.max(l[0],0),Math.min(l[1],this.dims[f])];u.push(s),o.push(s[1]-s[0])}else throw new Error(`Invalid slice: ${l}`)}let c=u.map(([f,l])=>l-f),p=c.reduce((f,l)=>f*l),a=new this.data.constructor(p);const h=this.stride();for(let f=0;f=0;--s){const e=c[s];l+=(t%e+u[s][0])*h[s],t=Math.floor(t/e)}a[f]=this.data[l]}return new Tensor(this.type,a,o)}transpose(...n){return transpose(this,n)}sum(n=null,o=!1){return this.norm(1,n,o)}norm(n="fro",o=null,u=!1){if(n==="fro")n=2;else if(typeof n=="string")throw Error(`Unsupported norm: ${n}`);if(o===null){let a=this.data.reduce((h,f)=>h+f**n,0)**(1/n);return new Tensor(this.type,[a],[])}o=safeIndex(o,this.dims.length);const c=this.dims.slice();c[o]=1;const p=new this.data.constructor(this.data.length/this.dims[o]);for(let a=0;a=0;--f){const t=this.dims[f];if(f!==o){const e=l%t;h+=e*s,s*=c[f]}l=Math.floor(l/t)}p[h]+=this.data[a]**n}if(n!==1)for(let a=0;a=0;--a){const l=this.dims[a];if(a!==o){const s=h%l;p+=s*f,f*=this.dims[a]}h=Math.floor(h/l)}this.data[c]/=u.data[p]}return this}normalize(n=2,o=1){return this.clone().normalize_(n,o)}stride(){return dimsToStride(this.dims)}squeeze(n=null){return new Tensor(this.type,this.data,calc_squeeze_dims(this.dims,n))}squeeze_(n=null){return this.dims=calc_squeeze_dims(this.dims,n),this}unsqueeze(n=null){return new Tensor(this.type,this.data,calc_unsqueeze_dims(this.dims,n))}unsqueeze_(n=null){return this.dims=calc_unsqueeze_dims(this.dims,n),this}flatten_(n=0,o=-1){o=(o+this.dims.length)%this.dims.length;let u=this.dims.slice(0,n),c=this.dims.slice(n,o+1),p=this.dims.slice(o+1);return this.dims=[...u,c.reduce((a,h)=>a*h,1),...p],this}flatten(n=0,o=-1){return this.clone().flatten_(n,o)}view(...n){let o=-1;for(let u=0;ua!==o?c*p:c,1);n[o]=this.data.length/u}return new Tensor(this.type,this.data,n)}neg_(){for(let n=0;np*a);if(o!==u)throw Error(`cannot reshape array of size ${o} into shape (${n})`);let c=b;for(let p=n.length-1;p>=0;p--)c=c.reduce((a,h)=>{let f=a[a.length-1];return f.lengtho!==1):typeof n=="number"?b[n]===1&&b.splice(n,1):Array.isArray(n)&&(b=b.filter((o,u)=>o!==1||!n.includes(u))),b}function calc_unsqueeze_dims(b,n){return n=safeIndex(n,b.length+1),b=b.slice(),b.splice(n,0,1),b}function safeIndex(b,n,o=null){if(b<-n||b>=n)throw new Error(`IndexError: index ${b} is out of bounds for dimension${o===null?"":" "+o} with size ${n}`);return b<0&&(b=(b%n+n)%n),b}function cat(b,n=0){n=safeIndex(n,b[0].dims.length);const o=b[0].dims.slice();o[n]=b.reduce((a,h)=>a+h.dims[n],0);const u=o.reduce((a,h)=>a*h,1),c=new b[0].data.constructor(u),p=b[0].type;if(n===0){let a=0;for(let h of b)c.set(h.data,a),a+=h.data.length}else{let a=0;for(let h=0;h=0;--t){const i=f.dims[t];let d=e%i;t===n&&(d+=a),s+=d*r,r*=o[t],e=Math.floor(e/i)}c[s]=f.data[l]}a+=f.dims[n]}}return new Tensor(p,c,o)}function stack(b,n=0){return cat(b.map(o=>o.unsqueeze(n)),n)}function std_mean(b,n=null,o=1,u=!1){if(n===null){const l=b.data.reduce((r,i)=>r+i,0)/b.data.length,s=Math.sqrt(b.data.reduce((r,i)=>r+(i-l)**2,0)/(b.data.length-o)),t=new Tensor(b.type,[l],[]);return[new Tensor(b.type,[s],[]),t]}n=safeIndex(n,b.dims.length);const c=mean(b,n,u),p=b.dims.slice();p[n]=1;const a=new b.data.constructor(b.data.length/b.dims[n]);for(let f=0;f=0;--s){const r=b.dims[s];if(s!==n){const i=t%r;l+=i*e,e*=p[s]}t=Math.floor(t/r)}a[l]+=(b.data[f]-c.data[l])**2}for(let f=0;fa+h,0);return new Tensor(b.type,[p/b.data.length],[])}n=safeIndex(n,b.dims.length);const u=b.dims.slice();u[n]=1;const c=new b.data.constructor(b.data.length/b.dims[n]);for(let p=0;p=0;--h){const s=b.dims[h];if(h!==n){const t=f%s;a+=t*l,l*=u[h]}f=Math.floor(f/s)}c[a]+=b.data[p]}if(b.dims[n]!==1)for(let p=0;p0||h>0;)switch(f.push(a-1),l.push(h-1),p[a][h].item()){case 0:--a,--h;break;case 1:--a;break;case 2:--h;break;default:throw new Error(`Internal error in dynamic time warping. Unexpected trace[${a}, ${h}]. Please file a bug report.`)}return f.reverse(),l.reverse(),[f,l]}function dimsToStride(b){const n=new Array(b.length);for(let o=b.length-1,u=1;o>=0;--o)n[o]=u,u*=b[o];return n}class PriorityQueue{constructor(n=(o,u)=>o>u){this._heap=[],this._comparator=n}get size(){return this._heap.length}isEmpty(){return this.size===0}peek(){return this._heap[0]}push(...n){return this.extend(n)}extend(n){for(const o of n)this._heap.push(o),this._siftUp();return this.size}pop(){const n=this.peek(),o=this.size-1;return o>0&&this._swap(0,o),this._heap.pop(),this._siftDown(),n}replace(n){const o=this.peek();return this._heap[0]=n,this._siftDown(),o}_parent(n){return(n+1>>>1)-1}_left(n){return(n<<1)+1}_right(n){return n+1<<1}_greater(n,o){return this._comparator(this._heap[n],this._heap[o])}_swap(n,o){const u=this._heap[n];this._heap[n]=this._heap[o],this._heap[o]=u}_siftUp(){let n=this.size-1;for(;n>0&&this._greater(n,this._parent(n));)this._swap(n,this._parent(n)),n=this._parent(n)}_siftDown(){let n=0;for(;this._left(n)[]),this.endNodes=Array.from({length:this.len+1},()=>[]);const c=new TokenLatticeNode(this.bosTokenId,0,0,0,0),p=new TokenLatticeNode(this.eosTokenId,1,this.len,0,0);this.nodes.push(c.clone()),this.nodes.push(p.clone()),this.beginNodes[this.len].push(p),this.endNodes[0].push(c)}insert(n,o,u,c){const p=this.nodes.length,a=new TokenLatticeNode(c,p,n,o,u);this.beginNodes[n].push(a),this.endNodes[n+o].push(a),this.nodes.push(a)}viterbi(){const n=this.len;let o=0;for(;o<=n;){if(this.beginNodes[o].length==0)return[];for(let h of this.beginNodes[o]){h.prev=null;let f=0,l=null;for(let s of this.endNodes[o]){const t=s.backtraceScore+h.score;(l===null||t>f)&&(l=s.clone(),f=t)}if(l!==null)h.prev=l,h.backtraceScore=f;else return[]}++o}const u=[],p=this.beginNodes[n][0].prev;if(p===null)return[];let a=p.clone();for(;a.prev!==null;)u.push(a.clone()),a=a.clone().prev.clone();return u.reverse(),u}piece(n){return this.sentence.slice(n.pos,n.pos+n.length)}tokens(){return this.viterbi().map(o=>this.piece(o))}tokenIds(){return this.viterbi().map(o=>o.tokenId)}}class TokenLatticeNode{constructor(n,o,u,c,p){this.tokenId=n,this.nodeId=o,this.pos=u,this.length=c,this.score=p,this.prev=null,this.backtraceScore=0}clone(){const n=new TokenLatticeNode(this.tokenId,this.nodeId,this.pos,this.length,this.score);return n.prev=this.prev,n.backtraceScore=this.backtraceScore,n}}async function loadTokenizer(b,n){return await Promise.all([getModelJSON(b,"tokenizer.json",!0,n),getModelJSON(b,"tokenizer_config.json",!0,n)])}function createPattern(b,n=!0){return b.Regex!==void 0?new RegExp(n?b.Regex:`(${b.Regex})`,"gu"):b.String!==void 0?b.String:(console.warn("Unknown pattern type:",b),null)}function clean_up_tokenization(b){return b.replace(/ \./g,".").replace(/ \?/g,"?").replace(/ \!/g,"!").replace(/ ,/g,",").replace(/ \' /g,"'").replace(/ n\'t/g,"n't").replace(/ \'m/g,"'m").replace(/ \'s/g,"'s").replace(/ \'ve/g,"'ve").replace(/ \'re/g,"'re")}function fuse(b,n){let o=[],u=0;for(;uthis.tokens_to_ids.get(u)??this.unk_token_id);return this.fuse_unk&&(o=fuse(o,this.unk_token_id)),o}convert_ids_to_tokens(n){return n.map(o=>this.vocab[o]??this.unk_token)}}class WordPieceTokenizer extends TokenizerModel{constructor(n){super(n),this.tokens_to_ids=n.vocab,this.unk_token_id=this.tokens_to_ids.get(n.unk_token),this.unk_token=n.unk_token,this.vocab=new Array(this.tokens_to_ids.size);for(const[o,u]of this.tokens_to_ids)this.vocab[u]=o}encode(n){let o=[];for(let u of n){let c=[...u],p=!1,a=0,h=[];for(;a0&&(s=this.config.continuing_subword_prefix+s),this.tokens_to_ids.has(s)){l=s;break}--f}if(l===null){p=!0;break}h.push(l),a=f}p?o.push(this.unk_token):o.push(...h)}return o}}class Unigram extends TokenizerModel{constructor(n,o){super(n),this.vocab=new Array(n.vocab.size),this.scores=new Array(n.vocab.size);let u=0;n.vocab.forEach((c,p)=>{this.vocab[u]=p,this.scores[u]=c,++u}),this.unk_token_id=n.unk_id,this.unk_token=this.vocab[n.unk_id],this.tokens_to_ids=new Map(this.vocab.map((c,p)=>[c,p])),this.bosToken=" ",this.bosTokenId=this.tokens_to_ids.get(this.bosToken),this.eosToken=o.eos_token,this.eosTokenId=this.tokens_to_ids.get(this.eosToken),this.unkToken=this.vocab[this.unk_token_id],this.minScore=min(this.scores)[0],this.unkScore=this.minScore-10,this.scores[this.unk_token_id]=this.unkScore,this.trie=new CharTrie,this.trie.extend(this.vocab),this.fuse_unk=!0}populateNodes(n){const o=n.sentence,u=o.length;let c=0;for(;c{const b=[...Array.from({length:"~".charCodeAt(0)-"!".charCodeAt(0)+1},(c,p)=>p+"!".charCodeAt(0)),...Array.from({length:"¬".charCodeAt(0)-"¡".charCodeAt(0)+1},(c,p)=>p+"¡".charCodeAt(0)),...Array.from({length:"ÿ".charCodeAt(0)-"®".charCodeAt(0)+1},(c,p)=>p+"®".charCodeAt(0))];let n=b.slice(),o=0;for(let c=0;c<256;++c)b.includes(c)||(b.push(c),n.push(256+o),o+=1);let u=n.map(c=>String.fromCharCode(c));return Object.fromEntries(b.map((c,p)=>[c,u[p]]))})(),UNICODE_TO_BYTES=reverseDictionary(BYTES_TO_UNICODE);class BPE extends TokenizerModel{constructor(n){super(n),this.BPE_SPLIT_TOKEN=" ",this.tokens_to_ids=n.vocab,this.unk_token_id=this.tokens_to_ids.get(n.unk_token),this.unk_token=n.unk_token,this.vocab=new Array(this.tokens_to_ids.size);for(const[o,u]of this.tokens_to_ids)this.vocab[u]=o;this.bpe_ranks=new Map(n.merges.map((o,u)=>[o,u])),this.merges=n.merges.map(o=>o.split(this.BPE_SPLIT_TOKEN)),this.end_of_word_suffix=n.end_of_word_suffix,this.byte_fallback=this.config.byte_fallback??!1,this.byte_fallback&&(this.text_encoder=new TextEncoder),this.cache=new Map,this.fuse_unk??(this.fuse_unk=this.config.fuse_unk)}bpe(n){if(n.length===0)return[];const o=this.cache.get(n);if(o!==void 0)return o;const u=Array.from(n);this.end_of_word_suffix&&(u[u.length-1]+=this.end_of_word_suffix);let c=[];if(u.length>1){const p=new PriorityQueue((f,l)=>f.score`<0x${a.toString(16).toUpperCase().padStart(2,"0")}>`)):o.push(this.unk_token)}return o}}class LegacyTokenizerModel extends TokenizerModel{constructor(n,o){super(n),this.tokens_to_ids=o.target_lang?n.vocab.get(o.target_lang):n.vocab,this.bos_token=o.bos_token,this.bos_token_id=this.tokens_to_ids.get(this.bos_token),this.eos_token=o.eos_token,this.eos_token_id=this.tokens_to_ids.get(this.eos_token),this.pad_token=o.pad_token,this.pad_token_id=this.tokens_to_ids.get(this.pad_token),this.unk_token=o.unk_token,this.unk_token_id=this.tokens_to_ids.get(this.unk_token),this.vocab=new Array(this.tokens_to_ids.size);for(const[u,c]of this.tokens_to_ids)this.vocab[c]=u}encode(n){return n}}class Normalizer extends Callable{constructor(n){super(),this.config=n}static fromConfig(n){if(n===null)return null;switch(n.type){case"BertNormalizer":return new BertNormalizer(n);case"Precompiled":return new Precompiled(n);case"Sequence":return new NormalizerSequence(n);case"Replace":return new Replace(n);case"NFC":return new NFC(n);case"NFKD":return new NFKD(n);case"Strip":return new StripNormalizer(n);case"StripAccents":return new StripAccents(n);case"Lowercase":return new Lowercase(n);case"Prepend":return new Prepend(n);default:throw new Error(`Unknown Normalizer type: ${n.type}`)}}normalize(n){throw Error("normalize should be implemented in subclass.")}_call(n){return this.normalize(n)}}class Replace extends Normalizer{normalize(n){let o=createPattern(this.config.pattern);return o===null||(n=n.replaceAll(o,this.config.content)),n}}class NFC extends Normalizer{normalize(n){return n=n.normalize("NFC"),n}}class NFKD extends Normalizer{normalize(n){return n=n.normalize("NFKD"),n}}class StripNormalizer extends Normalizer{normalize(n){return this.config.strip_left&&this.config.strip_right?n=n.trim():(this.config.strip_left&&(n=n.trimStart()),this.config.strip_right&&(n=n.trimEnd())),n}}class StripAccents extends Normalizer{normalize(n){return n=n.replace(/[\u0300-\u036f]/g,""),n}}class Lowercase extends Normalizer{normalize(n){return n=n.toLowerCase(),n}}class Prepend extends Normalizer{normalize(n){return n=this.config.prepend+n,n}}class NormalizerSequence extends Normalizer{constructor(n){super(n),this.normalizers=n.normalizers.map(o=>Normalizer.fromConfig(o))}normalize(n){return this.normalizers.reduce((o,u)=>u.normalize(o),n)}}class BertNormalizer extends Normalizer{_tokenize_chinese_chars(n){let o=[];for(let u=0;u=19968&&n<=40959||n>=13312&&n<=19903||n>=131072&&n<=173791||n>=173824&&n<=177983||n>=177984&&n<=178207||n>=178208&&n<=183983||n>=63744&&n<=64255||n>=194560&&n<=195103}stripAccents(n){return n.normalize("NFD").replace(/[\u0300-\u036f]/g,"")}normalize(n){return this.config.handle_chinese_chars&&(n=this._tokenize_chinese_chars(n)),this.config.lowercase?(n=n.toLowerCase(),this.config.strip_accents!==!1&&(n=this.stripAccents(n))):this.config.strip_accents&&(n=this.stripAccents(n)),n}}class PreTokenizer extends Callable{static fromConfig(n){if(n===null)return null;switch(n.type){case"BertPreTokenizer":return new BertPreTokenizer(n);case"Sequence":return new PreTokenizerSequence(n);case"WhitespaceSplit":return new WhitespaceSplit(n);case"Metaspace":return new MetaspacePreTokenizer(n);case"ByteLevel":return new ByteLevelPreTokenizer(n);case"Split":return new SplitPreTokenizer(n);case"Punctuation":return new PunctuationPreTokenizer(n);case"Digits":return new DigitsPreTokenizer(n);default:throw new Error(`Unknown PreTokenizer type: ${n.type}`)}}pre_tokenize_text(n){throw Error("pre_tokenize_text should be implemented in subclass.")}pre_tokenize(n){let o=[];return Array.isArray(n)?o=n.map(u=>this.pre_tokenize_text(u)):o=this.pre_tokenize_text(n),o.flat()}_call(n){return this.pre_tokenize(n)}}class BertPreTokenizer extends PreTokenizer{constructor(n){super(),this.pattern=new RegExp(`[^\\s${PUNCTUATION_REGEX}]+|[${PUNCTUATION_REGEX}]`,"gu")}pre_tokenize_text(n){return n.trim().match(this.pattern)||[]}}class ByteLevelPreTokenizer extends PreTokenizer{constructor(n){super(),this.config=n,this.add_prefix_space=this.config.add_prefix_space,this.trim_offsets=this.config.trim_offsets,this.use_regex=this.config.use_regex??!0,this.pattern=/'s|'t|'re|'ve|'m|'ll|'d| ?\p{L}+| ?\p{N}+| ?[^\s\p{L}\p{N}]+|\s+(?!\S)|\s+/gu,this.byte_encoder=BYTES_TO_UNICODE,this.text_encoder=new TextEncoder}pre_tokenize_text(n){return(this.use_regex?n.match(this.pattern)||[]:[n]).map(u=>(this.add_prefix_space&&!u.startsWith(" ")&&(u=" "+u),u=Array.from(this.text_encoder.encode(u),c=>this.byte_encoder[c]).join(""),u))}}class SplitPreTokenizer extends PreTokenizer{constructor(n){super(),this.config=n,this.pattern=createPattern(this.config.pattern,this.config.invert)}pre_tokenize_text(n){return this.pattern===null?[]:this.config.invert?n.match(this.pattern)||[]:n.split(this.pattern).filter(o=>o)}}class PunctuationPreTokenizer extends PreTokenizer{constructor(n){super(),this.config=n,this.pattern=new RegExp(`[^${PUNCTUATION_REGEX}]+|[${PUNCTUATION_REGEX}]+`,"gu")}pre_tokenize_text(n){return n.match(this.pattern)||[]}}class DigitsPreTokenizer extends PreTokenizer{constructor(n){super(),this.config=n;const o=`[^\\d]+|\\d${this.config.individual_digits?"":"+"}`;this.pattern=new RegExp(o,"gu")}pre_tokenize_text(n){return n.match(this.pattern)||[]}}class PostProcessor extends Callable{constructor(n){super(),this.config=n}static fromConfig(n){if(n===null)return null;switch(n.type){case"TemplateProcessing":return new TemplateProcessing(n);case"ByteLevel":return new ByteLevelPostProcessor(n);case"RobertaProcessing":return new RobertaProcessing(n);default:throw new Error(`Unknown PostProcessor type: ${n.type}`)}}post_process(n,...o){throw Error("post_process should be implemented in subclass.")}_call(n,...o){return this.post_process(n,...o)}}class RobertaProcessing extends PostProcessor{constructor(n){super(n),this.cls=n.cls[0],this.sep=n.sep[0]}post_process(n,o=null){return n=mergeArrays([this.cls],n,[this.sep]),o!==null&&(n=mergeArrays(n,[this.sep],o,[this.sep])),n}}class TemplateProcessing extends PostProcessor{constructor(n){super(n),this.single=n.single,this.pair=n.pair}post_process(n,o=null){let u=o===null?this.single:this.pair,c=[];for(let p of u)"SpecialToken"in p?c.push(p.SpecialToken.id):"Sequence"in p&&(p.Sequence.id==="A"?c=mergeArrays(c,n):p.Sequence.id==="B"&&(c=mergeArrays(c,o)));return c}}class ByteLevelPostProcessor extends PostProcessor{post_process(n){return n}}class Decoder extends Callable{constructor(n){super(),this.config=n,this.added_tokens=[],this.end_of_word_suffix=null,this.trim_offsets=n.trim_offsets}static fromConfig(n){switch(n.type){case"WordPiece":return new WordPieceDecoder(n);case"Metaspace":return new MetaspaceDecoder(n);case"ByteLevel":return new ByteLevelDecoder(n);case"Replace":return new ReplaceDecoder(n);case"ByteFallback":return new ByteFallback(n);case"Fuse":return new FuseDecoder(n);case"Strip":return new StripDecoder(n);case"Sequence":return new DecoderSequence(n);case"CTC":return new CTCDecoder(n);default:throw new Error(`Unknown Decoder type: ${n.type}`)}}_call(n){return this.decode(n)}decode(n){return this.decode_chain(n).join("")}decode_chain(n){throw Error("`decode_chain` should be implemented in subclass.")}}class ReplaceDecoder extends Decoder{decode_chain(n){let o=createPattern(this.config.pattern);return o===null?n:n.map(u=>u.replaceAll(o,this.config.content))}}class ByteFallback extends Decoder{constructor(n){super(n),this.text_decoder=new TextDecoder}decode_chain(n){let o=[],u=[];for(let c of n){let p=null;if(c.length===6&&c.startsWith("<0x")&&c.endsWith(">")){let a=parseInt(c.slice(3,5),16);isNaN(a)||(p=a)}if(p!==null)u.push(p);else{if(u.length>0){let a=this.text_decoder.decode(Uint8Array.from(u));o.push(a),u=[]}o.push(c)}}if(u.length>0){let c=this.text_decoder.decode(Uint8Array.from(u));o.push(c),u=[]}return o}}class FuseDecoder extends Decoder{decode_chain(n){return[n.join("")]}}class StripDecoder extends Decoder{constructor(n){super(n),this.content=this.config.content,this.start=this.config.start,this.stop=this.config.stop}decode_chain(n){return n.map(o=>{let u=0;for(let p=0;p(u!==0&&(o.startsWith(this.config.prefix)?o=o.replace(this.config.prefix,""):o=" "+o),this.cleanup&&(o=clean_up_tokenization(o)),o))}}class ByteLevelDecoder extends Decoder{constructor(n){super(n),this.byte_decoder=UNICODE_TO_BYTES,this.text_decoder=new TextDecoder("utf-8",{fatal:!1,ignoreBOM:!0}),this.end_of_word_suffix=null}convert_tokens_to_string(n){let o=n.join(""),u=new Uint8Array([...o].map(p=>this.byte_decoder[p]));return this.text_decoder.decode(u)}decode_chain(n){let o=[],u=[];for(let c of n)this.added_tokens.includes(c)?(u.length>0&&(o.push(this.convert_tokens_to_string(u)),u=[]),o.push(c)):u.push(c);return u.length>0&&o.push(this.convert_tokens_to_string(u)),o}}class CTCDecoder extends Decoder{constructor(n){super(n),this.pad_token=this.config.pad_token,this.word_delimiter_token=this.config.word_delimiter_token,this.cleanup=this.config.cleanup}convert_tokens_to_string(n){if(n.length===0)return"";let o=[n[0]];for(let p=1;pp!==this.pad_token).join("");return this.cleanup&&(c=clean_up_tokenization(c).replaceAll(this.word_delimiter_token," ").trim()),c}decode_chain(n){return[this.convert_tokens_to_string(n)]}}class DecoderSequence extends Decoder{constructor(n){super(n),this.decoders=n.decoders.map(o=>Decoder.fromConfig(o))}decode_chain(n){return this.decoders.reduce((o,u)=>u.decode_chain(o),n)}}class MetaspacePreTokenizer extends PreTokenizer{constructor(n){super(),this.addPrefixSpace=n.add_prefix_space,this.replacement=n.replacement,this.strRep=n.str_rep||this.replacement}pre_tokenize(n){typeof n=="string"&&(n=n.trimStart().split(/\s+/));const o=[];for(let u of n){let c=u.replaceAll(" ",this.strRep);this.addPrefixSpace&&!c.startsWith(this.replacement)&&(c=this.strRep+c),o.push(c)}return o}}class MetaspaceDecoder extends Decoder{constructor(n){super(n),this.addPrefixSpace=n.add_prefix_space,this.replacement=n.replacement}decode_chain(n){let o=[];for(let u=0;uu.normalize("NFKC")).join("～"):n=n.normalize("NFKC"),n}}class PreTokenizerSequence extends PreTokenizer{constructor(n){super(),this.tokenizers=n.pretokenizers.map(o=>PreTokenizer.fromConfig(o))}pre_tokenize_text(n){return typeof n=="string"&&(n=[n]),this.tokenizers.reduce((o,u)=>u.pre_tokenize(o),n)}}class WhitespaceSplit extends PreTokenizer{constructor(n){super()}pre_tokenize_text(n){return whitespace_split(n)}}class PreTrainedTokenizer extends Callable{constructor(n,o){if(super(),this.normalizer=Normalizer.fromConfig(n.normalizer),this.pre_tokenizer=PreTokenizer.fromConfig(n.pre_tokenizer),n.model.vocab){Array.isArray(n.model.vocab)||(n.model.vocab=Object.entries(n.model.vocab)),n.model.vocab=new Map(n.model.vocab);for(const[u,c]of n.model.vocab)typeof c=="object"&&n.model.vocab.set(u,new Map(Object.entries(c)))}this.model=TokenizerModel.fromConfig(n.model,o),this.post_processor=PostProcessor.fromConfig(n.post_processor),this.decoder=Decoder.fromConfig(n.decoder),this.decoder.end_of_word_suffix=this.model.end_of_word_suffix,this.special_tokens=[],this.all_special_ids=[],this.added_tokens=[];for(let u of n.added_tokens){let c=u.id,p=u.content;this.added_tokens.push(p),this.model.tokens_to_ids.set(p,c),this.model.vocab[c]=p,u.special&&(this.special_tokens.push(p),this.all_special_ids.push(c))}this.special_tokens.push(...o.additional_special_tokens??[]),this.special_tokens=[...new Set(this.special_tokens)],this.decoder.added_tokens=this.added_tokens,this.added_tokens_regex=this.added_tokens.length>0?new RegExp("("+this.added_tokens.map(escapeRegExp).join("|")+")"):null,this.mask_token=this.getToken(o,"mask_token"),this.mask_token_id=this.model.tokens_to_ids.get(this.mask_token),this.pad_token=this.getToken(o,"pad_token","eos_token"),this.pad_token_id=this.model.tokens_to_ids.get(this.pad_token),this.sep_token=this.getToken(o,"sep_token"),this.sep_token_id=this.model.tokens_to_ids.get(this.sep_token),this.model_max_length=o.model_max_length,this.remove_space=o.remove_space,this.clean_up_tokenization_spaces=o.clean_up_tokenization_spaces??!0,this.padding_side="right"}getToken(n,...o){for(let u of o){let c=n[u];if(c)if(typeof c=="object"){if(c.__type==="AddedToken")return c.content;throw Error(`Unknown token: ${c}`)}else return c}return null}static async from_pretrained(n,{progress_callback:o=null,config:u=null,cache_dir:c=null,local_files_only:p=!1,revision:a="main"}={}){let h=await loadTokenizer(n,{progress_callback:o,config:u,cache_dir:c,local_files_only:p,revision:a});return new this(...h)}prepare_model_inputs(n){return n}_call(n,{text_pair:o=null,padding:u=!1,truncation:c=null,max_length:p=null,return_tensor:a=!0}={}){let h;if(Array.isArray(n)){if(n.length===0)throw Error("text array must be non-empty");if(o!==null){if(Array.isArray(o)){if(n.length!==o.length)throw Error("text and text_pair must have the same length")}else throw Error("text_pair must also be an array");h=n.map((t,e)=>this.encode(t,o[e]))}else h=n.map(t=>this.encode(t))}else{if(n===null)throw Error("text may not be null");if(Array.isArray(o))throw Error("When specifying `text_pair`, since `text` is a string, `text_pair` must also be a string (i.e., not an array).");h=[this.encode(n,o)]}let f=max(h.map(t=>t.length))[0];p===null&&(p=f),p=Math.min(p,this.model_max_length);let l=[];if(u||c)for(let t=0;tp)c&&(h[t]=h[t].slice(0,p)),l.push(new Array(h[t].length).fill(1));else if(u){let e=p-h[t].length;this.padding_side==="right"?(l.push(new Array(h[t].length).fill(1).concat(new Array(e).fill(0))),h[t].push(...new Array(e).fill(this.pad_token_id))):(l.push(new Array(e).fill(0).concat(new Array(h[t].length).fill(1))),h[t].unshift(...new Array(e).fill(this.pad_token_id)))}else l.push(new Array(h[t].length).fill(1));else l=h.map(t=>new Array(t.length).fill(1));if(a){if(!(u&&c)&&h.some(e=>e.length!==h[0].length))throw Error("Unable to create tensor, you should probably activate truncation and/or padding with 'padding=true' and 'truncation=true' to have batched tensors with the same length.");let t=[h.length,h[0].length];h=new Tensor("int64",BigInt64Array.from(h.flat().map(BigInt)),t),l=new Tensor("int64",BigInt64Array.from(l.flat().map(BigInt)),t)}else Array.isArray(n)||(h=h[0],l=l[0]);let s={input_ids:h,attention_mask:l};return s=this.prepare_model_inputs(s),s}_encode_text(n){return n===null?null:(this.added_tokens_regex?n.split(this.added_tokens_regex).filter(c=>c):[n]).map(c=>{if(this.added_tokens.includes(c))return c;{this.remove_space===!0&&(c=c.trim().split(/\s+/).join(" ")),this.normalizer!==null&&(c=this.normalizer(c));let p=this.pre_tokenizer!==null?this.pre_tokenizer(c):[c];return this.model(p)}}).flat()}encode(n,o=null){let u=this._encode_text(n),c=this._encode_text(o),p=this.post_processor!==null?this.post_processor(u,c):mergeArrays(u??[],c??[]);return this.model.convert_tokens_to_ids(p)}batch_decode(n,o={}){return n.map(u=>this.decode(u,o))}decode(n,o={}){if(!Array.isArray(n)||n.length===0||!isIntegralNumber(n[0]))throw Error("token_ids must be a non-empty array of integers.");return this.decode_single(n,o)}decode_single(n,{skip_special_tokens:o=!1,clean_up_tokenization_spaces:u=null}){let c=this.model.convert_ids_to_tokens(n);o&&(c=c.filter(a=>!this.special_tokens.includes(a)));let p=this.decoder(c);return this.decoder.end_of_word_suffix&&(p=p.replaceAll(this.decoder.end_of_word_suffix," "),o&&(p=p.trim())),(u??this.clean_up_tokenization_spaces)&&(p=clean_up_tokenization(p)),p}}function add_token_types(b){if(b.input_ids instanceof Tensor)b.token_type_ids=new Tensor("int64",new BigInt64Array(b.input_ids.data.length),b.input_ids.dims);else if(Array.isArray(b.input_ids))Array.isArray(b.input_ids[0])?b.token_type_ids=b.input_ids.map(n=>new Array(n.length).fill(0)):b.token_type_ids=new Array(b.input_ids.length).fill(0);else throw new Error("Input ids must be a Tensor or an Array");return b}class BertTokenizer extends PreTrainedTokenizer{prepare_model_inputs(n){return add_token_types(n)}}class AlbertTokenizer extends PreTrainedTokenizer{prepare_model_inputs(n){return add_token_types(n)}}class MobileBertTokenizer extends PreTrainedTokenizer{prepare_model_inputs(n){return add_token_types(n)}}class SqueezeBertTokenizer extends PreTrainedTokenizer{prepare_model_inputs(n){return add_token_types(n)}}class DebertaTokenizer extends PreTrainedTokenizer{prepare_model_inputs(n){return add_token_types(n)}}class DebertaV2Tokenizer extends PreTrainedTokenizer{prepare_model_inputs(n){return add_token_types(n)}}class DistilBertTokenizer extends PreTrainedTokenizer{}class T5Tokenizer extends PreTrainedTokenizer{}class GPT2Tokenizer extends PreTrainedTokenizer{}class BartTokenizer extends PreTrainedTokenizer{}class RobertaTokenizer extends PreTrainedTokenizer{}class BloomTokenizer extends PreTrainedTokenizer{}class LlamaTokenizer extends PreTrainedTokenizer{}class XLMRobertaTokenizer extends PreTrainedTokenizer{}class MPNetTokenizer extends PreTrainedTokenizer{}class FalconTokenizer extends PreTrainedTokenizer{prepare_model_inputs(n){return add_token_types(n)}}class GPTNeoXTokenizer extends PreTrainedTokenizer{}function _build_translation_inputs(b,n,o,u){if(!("language_codes"in b)||!Array.isArray(b.language_codes))throw new Error("Tokenizer must have `language_codes` attribute set and it should be an array of language ids.");if(!("languageRegex"in b)||!(b.languageRegex instanceof RegExp))throw new Error("Tokenizer must have `languageRegex` attribute set and it should be a regular expression.");if(!("lang_to_token"in b)||typeof b.lang_to_token!="function")throw new Error("Tokenizer must have `lang_to_token` attribute set and it should be a function.");const c=u.src_lang,p=u.tgt_lang;if(!b.language_codes.includes(p))throw new Error(`Target language code "${p}" is not valid. Must be one of: {${b.language_codes.join(", ")}}`);if(c!==void 0){if(!b.language_codes.includes(c))throw new Error(`Source language code "${c}" is not valid. Must be one of: {${b.language_codes.join(", ")}}`);for(let a of b.post_processor.config.single)if("SpecialToken"in a&&b.languageRegex.test(a.SpecialToken.id)){a.SpecialToken.id=b.lang_to_token(c);break}}return u.forced_bos_token_id=b.model.convert_tokens_to_ids([b.lang_to_token(p)])[0],b._call(n,o)}class NllbTokenizer extends PreTrainedTokenizer{constructor(n,o){super(n,o),this.languageRegex=/^[a-z]{3}_[A-Z][a-z]{3}$/,this.language_codes=this.special_tokens.filter(u=>this.languageRegex.test(u)),this.lang_to_token=u=>u}_build_translation_inputs(n,o,u){return _build_translation_inputs(this,n,o,u)}}class M2M100Tokenizer extends PreTrainedTokenizer{constructor(n,o){super(n,o),this.languageRegex=/^__[a-z]{2,3}__$/,this.language_codes=this.special_tokens.filter(u=>this.languageRegex.test(u)).map(u=>u.slice(2,-2)),this.lang_to_token=u=>`__${u}__`}_build_translation_inputs(n,o,u){return _build_translation_inputs(this,n,o,u)}}const WHISPER_LANGUAGES=[["en","english"],["zh","chinese"],["de","german"],["es","spanish"],["ru","russian"],["ko","korean"],["fr","french"],["ja","japanese"],["pt","portuguese"],["tr","turkish"],["pl","polish"],["ca","catalan"],["nl","dutch"],["ar","arabic"],["sv","swedish"],["it","italian"],["id","indonesian"],["hi","hindi"],["fi","finnish"],["vi","vietnamese"],["he","hebrew"],["uk","ukrainian"],["el","greek"],["ms","malay"],["cs","czech"],["ro","romanian"],["da","danish"],["hu","hungarian"],["ta","tamil"],["no","norwegian"],["th","thai"],["ur","urdu"],["hr","croatian"],["bg","bulgarian"],["lt","lithuanian"],["la","latin"],["mi","maori"],["ml","malayalam"],["cy","welsh"],["sk","slovak"],["te","telugu"],["fa","persian"],["lv","latvian"],["bn","bengali"],["sr","serbian"],["az","azerbaijani"],["sl","slovenian"],["kn","kannada"],["et","estonian"],["mk","macedonian"],["br","breton"],["eu","basque"],["is","icelandic"],["hy","armenian"],["ne","nepali"],["mn","mongolian"],["bs","bosnian"],["kk","kazakh"],["sq","albanian"],["sw","swahili"],["gl","galician"],["mr","marathi"],["pa","punjabi"],["si","sinhala"],["km","khmer"],["sn","shona"],["yo","yoruba"],["so","somali"],["af","afrikaans"],["oc","occitan"],["ka","georgian"],["be","belarusian"],["tg","tajik"],["sd","sindhi"],["gu","gujarati"],["am","amharic"],["yi","yiddish"],["lo","lao"],["uz","uzbek"],["fo","faroese"],["ht","haitian creole"],["ps","pashto"],["tk","turkmen"],["nn","nynorsk"],["mt","maltese"],["sa","sanskrit"],["lb","luxembourgish"],["my","myanmar"],["bo","tibetan"],["tl","tagalog"],["mg","malagasy"],["as","assamese"],["tt","tatar"],["haw","hawaiian"],["ln","lingala"],["ha","hausa"],["ba","bashkir"],["jw","javanese"],["su","sundanese"]],WHISPER_LANGUAGE_MAPPING=new Map(WHISPER_LANGUAGES),WHISPER_TO_LANGUAGE_CODE_MAPPING=new Map([...WHISPER_LANGUAGES.map(([b,n])=>[n,b]),["burmese","my"],["valencian","ca"],["flemish","nl"],["haitian","ht"],["letzeburgesch","lb"],["pushto","ps"],["panjabi","pa"],["moldavian","ro"],["moldovan","ro"],["sinhalese","si"],["castilian","es"]]);class WhisperTokenizer extends PreTrainedTokenizer{_decode_asr(n,{return_timestamps:o=!1,return_language:u=!1,time_precision:c=null,force_full_sequences:p=!0}={}){if(c===null)throw Error("Must specify time_precision");let a=null;const h=o==="word";function f(){return{language:a,timestamp:[null,null],text:""}}const l=[];let s=f(),t=0;const e=this.model.convert_tokens_to_ids(["<|notimestamps|>"])[0]+1;let r=[],i=[],d=!1,g=null;const m=new Set(this.all_special_ids);for(let w of n){const v=w.tokens,S=h?w.token_timestamps:null;let A=null,O=e;if("stride"in w){const[N,R,L]=w.stride;if(t-=R,g=N-L,R&&(O=R/c+e),L)for(let F=v.length-1;F>=0;--F){const V=v[F];if(V>=e){if(A!==null&&(V-e)*c=e){const L=(R-e)*c+t,F=round(L,2);if(A!==null&&R>=A)d=!0;else if(d||r.length>0&&R0?(r.push(x),h&&i.push(I)):r.every(N=>N.length===0)&&(s=f(),r=[],x=[],i=[],I=[])}if(r.length>0){if(p&&o)throw new Error("Whisper did not predict an ending timestamp, which can happen if audio is cut off in the middle of a word. Also make sure WhisperTimeStampLogitsProcessor was used during generation.");const[w,v]=this.findLongestCommonSequence(r,i),S=this.decode(w);s.text=S,h&&(s.words=this.collateWordTimestamps(w,v,a)),l.push(s)}let _=Object.create(null);const y=l.map(w=>w.text).join("");if(o||u){for(let w=0;w0;let h=a?[]:null,f=a?o[0]:null;for(let l=1;lF===N[V]).length,L=R/w+v;R>1&&L>t&&(t=L,e=[S,A,x,I])}const[i,d,g,m]=e,_=Math.floor((d+i)/2),y=Math.floor((m+g)/2);p.push(...u.slice(0,_)),u=s.slice(y),c=u.length,a&&(h.push(...f.slice(0,_)),f=o[l].slice(y))}return p.push(...u),a?(h.push(...f),[p,h]):[p,[]]}collateWordTimestamps(n,o,u){let[c,p,a]=this.combineTokensIntoWords(n,u),h=[];for(let f=0;f=c){let h=(a-c)*u;h=round(h,2),p.push(`<|${h}|>`),p.push([])}else p[p.length-1].push(a);return p=p.map(a=>typeof a=="string"?a:super.decode(a,o)),p.join("")}splitTokensOnUnicode(n){const o=this.decode(n,{decode_with_timestamps:!0}),u="�";let c=[],p=[],a=[],h=[],f=[],l=0;for(let s=0;s=this.model.tokens_to_ids.get("<|endoftext|>"),i=s.startsWith(" "),d=s.trim(),g=f.test(d);if(r||i||g||p.length===0)p.push(s),a.push(t),h.push(e);else{const m=p.length-1;p[m]+=s,a[m].push(...t),h[m].push(...e)}}return[p,a,h]}mergePunctuations(n,o,u,c,p){let a=structuredClone(n),h=structuredClone(o),f=structuredClone(u),l=a.length-2,s=a.length-1;for(;l>=0;)a[l].startsWith(" ")&&c.includes(a[l].trim())?(a[s]=a[l]+a[s],h[s]=mergeArrays(h[l],h[s]),f[s]=mergeArrays(f[l],f[s]),a[l]="",h[l]=[],f[l]=[]):s=l,--l;for(l=0,s=1;st),h.filter(t=>t.length>0),f.filter(t=>t.length>0)]}get_decoder_prompt_ids({language:n=null,task:o=null,no_timestamps:u=!0}={}){let c=[];if(n){n=n.toLowerCase();let p=WHISPER_TO_LANGUAGE_CODE_MAPPING.get(n);if(p===void 0)if(WHISPER_LANGUAGE_MAPPING.has(n))p=n;else{const f=n.length===2?WHISPER_LANGUAGE_MAPPING.keys():WHISPER_LANGUAGE_MAPPING.values();throw new Error(`Language "${n}" is not supported. Must be one of: ${JSON.stringify(f)}`)}let a=this.model.tokens_to_ids.get(`<|${p}|>`);if(a===void 0)throw new Error(`Unable to find language "${p}" in model vocabulary. Please report this issue at https://github.com/xenova/transformers.js/issues/new/choose.`);c.push(a)}else c.push(null);if(o){if(o=o.toLowerCase(),o!=="transcribe"&&o!=="translate")throw new Error(`Task "${o}" is not supported. Must be one of: ["transcribe", "translate"]`);let p=this.model.tokens_to_ids.get(`<|${o}|>`);if(p===void 0)throw new Error(`Unable to find task "${o}" in model vocabulary. Please report this issue at https://github.com/xenova/transformers.js/issues/new/choose.`);c.push(p)}else c.push(null);if(u){let p=this.model.tokens_to_ids.get("<|notimestamps|>");if(p===void 0)throw new Error('Unable to find "<|notimestamps|>" in model vocabulary. Please report this issue at https://github.com/xenova/transformers.js/issues/new/choose.');c.push(p)}return c.map((p,a)=>[a+1,p]).filter(p=>p[1]!==null)}}class CodeGenTokenizer extends PreTrainedTokenizer{}class CLIPTokenizer extends PreTrainedTokenizer{}class MarianTokenizer extends PreTrainedTokenizer{constructor(n,o){super(n,o),this.languageRegex=/^(>>\w+<<)\s*/g,this.supported_language_codes=this.model.vocab.filter(u=>this.languageRegex.test(u)),console.warn('WARNING: `MarianTokenizer` is not yet supported by Hugging Face\'s "fast" tokenizers library. Therefore, you may experience slightly inaccurate results.')}_encode_text(n){if(n===null)return null;let[o,...u]=n.trim().split(this.languageRegex);if(u.length===0)return super._encode_text(o);if(u.length===2){let[c,p]=u;return this.supported_language_codes.includes(c)||console.warn(`Unsupported language code "${c}" detected, which may lead to unexpected behavior. Should be one of: ${JSON.stringify(this.supported_language_codes)}`),mergeArrays([c],super._encode_text(p))}}}class Wav2Vec2CTCTokenizer extends PreTrainedTokenizer{}class AutoTokenizer{static async from_pretrained(n,{quantized:o=!0,progress_callback:u=null,config:c=null,cache_dir:p=null,local_files_only:a=!1,revision:h="main"}={}){let[f,l]=await loadTokenizer(n,{quantized:o,progress_callback:u,config:c,cache_dir:p,local_files_only:a,revision:h}),s=l.tokenizer_class.replace(/Fast$/,""),t=this.TOKENIZER_CLASS_MAPPING[s];return t||(console.warn(`Unknown tokenizer class "${s}", attempting to construct from base class.`),t=PreTrainedTokenizer),new t(f,l)}}ve(AutoTokenizer,"TOKENIZER_CLASS_MAPPING",{T5Tokenizer,DistilBertTokenizer,DebertaTokenizer,DebertaV2Tokenizer,BertTokenizer,MobileBertTokenizer,SqueezeBertTokenizer,AlbertTokenizer,GPT2Tokenizer,BartTokenizer,RobertaTokenizer,WhisperTokenizer,CodeGenTokenizer,CLIPTokenizer,MarianTokenizer,BloomTokenizer,NllbTokenizer,M2M100Tokenizer,LlamaTokenizer,XLMRobertaTokenizer,MPNetTokenizer,FalconTokenizer,GPTNeoXTokenizer,Wav2Vec2CTCTokenizer,PreTrainedTokenizer});async function loadConfig(b,n){return await getModelJSON(b,"config.json",!0,n)}class PretrainedConfig{constructor(n){this.model_type=null,this.is_encoder_decoder=!1,Object.assign(this,n)}static async from_pretrained(n,{progress_callback:o=null,config:u=null,cache_dir:c=null,local_files_only:p=!1,revision:a="main"}={}){let h=u??await loadConfig(n,{progress_callback:o,config:u,cache_dir:c,local_files_only:p,revision:a});return new this(h)}}class AutoConfig{static async from_pretrained(...n){return PretrainedConfig.from_pretrained(...n)}}class LogitsProcessorList extends Callable{constructor(){super(),this.processors=[]}push(n){this.processors.push(n)}extend(n){this.processors.push(...n)}_call(n,o){for(let u of o)this.processors.forEach(c=>c(n,u))}[Symbol.iterator](){return this.processors.values()}}class LogitsProcessor extends Callable{_call(n,o){throw Error("`_call` should be implemented in a subclass")}}class ForceTokensLogitsProcessor extends LogitsProcessor{constructor(n){super(),this.force_token_map=Object.fromEntries(n??[])}_call(n,o){let u=this.force_token_map[n.length];return exists(u)&&(o.data.fill(-1/0),o.data[u]=0),o}}class ForcedBOSTokenLogitsProcessor extends LogitsProcessor{constructor(n){super(),this.bos_token_id=n}_call(n,o){return n.length===1&&(o.data.fill(-1/0),o.data[this.bos_token_id]=0),o}}class ForcedEOSTokenLogitsProcessor extends LogitsProcessor{constructor(n,o){super(),this.max_length=n,this.forced_eos_token_id=o}_call(n,o){}}class SuppressTokensAtBeginLogitsProcessor extends LogitsProcessor{constructor(n,o){super(),this.begin_suppress_tokens=n,this.begin_index=o}_call(n,o){if(n.length===this.begin_index)for(let u of this.begin_suppress_tokens)o.data[u]=-1/0;return o}}class WhisperTimeStampLogitsProcessor extends LogitsProcessor{constructor(n){super(),this.eos_token_id=n.eos_token_id,this.no_timestamps_token_id=n.no_timestamps_token_id,this.timestamp_begin=this.no_timestamps_token_id+1,this.begin_index=(n.forced_decoder_ids||[]).length+2,n.forced_decoder_ids.slice(-1)[0][1]===this.no_timestamps_token_id&&(this.begin_index-=1),this.max_initial_timestamp_index=n.max_initial_timestamp_index}_call(n,o){if(o.data[this.no_timestamps_token_id]=-1/0,n.length===this.begin_index-1)return o.data.fill(-1/0),o.data[this.timestamp_begin]=0,o;const u=n.slice(this.begin_index),c=u.length>=1&&u[u.length-1]>=this.timestamp_begin,p=u.length<2||u[u.length-2]>=this.timestamp_begin;if(c&&(p?o.data.subarray(this.timestamp_begin).fill(-1/0):o.data.subarray(0,this.eos_token_id).fill(-1/0)),n.length===this.begin_index&&this.max_initial_timestamp_index!==null){const l=this.timestamp_begin+this.max_initial_timestamp_index;o.data.subarray(l+1).fill(-1/0)}const a=log_softmax(o.data),h=Math.log(a.subarray(this.timestamp_begin).map(Math.exp).reduce((l,s)=>l+s)),f=max(a.subarray(0,this.timestamp_begin))[0];return h>f&&o.data.subarray(0,this.timestamp_begin).fill(-1/0),o}}class NoRepeatNGramLogitsProcessor extends LogitsProcessor{constructor(n){super(),this.no_repeat_ngram_size=n}getNgrams(n){const o=n.length,u=[];for(let p=0;p0&&(c=c.map(p=>p/this.generation_config.temperature)),c}randomSelect(n){let o=n.reduce((c,p)=>c+p,0),u=Math.random()*o;for(let c=0;c1)return new BeamSearchSampler(n);if(n.num_return_sequences>1)throw Error(`num_return_sequences has to be 1 when doing greedy search, but is ${n.num_return_sequences}.`);return new GreedySampler(n)}}class GreedySampler extends Sampler{sample(n,o=-1){let u=this.getLogits(n,o);return[[max(u)[1],0]]}}class MultinomialSampler extends Sampler{sample(n,o=-1){let u=n.dims.at(-1);this.generation_config.top_k>0&&(u=Math.min(this.generation_config.top_k,u));const c=this.getLogits(n,o),p=getTopItems(c,u),a=softmax(p.map(h=>h[1]));return Array.from({length:this.generation_config.num_beams},()=>{const h=this.randomSelect(a);return[p[h][0],Math.log(a[h])]})}}class BeamSearchSampler extends Sampler{sample(n,o=-1){let u=n.dims.at(-1);this.generation_config.top_k>0&&(u=Math.min(this.generation_config.top_k,u));const c=this.getLogits(n,o),p=getTopItems(c,u),a=softmax(p.map(h=>h[1]));return Array.from({length:this.generation_config.num_beams},(h,f)=>[p[f][0],Math.log(a[f])])}}const{InferenceSession,Tensor:ONNXTensor}=ONNX;class ModelType{}class EncoderOnlyModelType extends ModelType{}class EncoderDecoderModelType extends ModelType{}class Seq2SeqModelType extends EncoderDecoderModelType{}class DecoderOnlyModelType extends ModelType{}const MODEL_TYPE_MAPPING=new Map([["CLIPTextModelWithProjection",EncoderOnlyModelType],["CLIPVisionModelWithProjection",EncoderOnlyModelType]]);async function forward(b,n){return MODEL_TYPE_MAPPING.get(b.constructor.name)===DecoderOnlyModelType?await decoderForward(b,n):await encoderForward(b,n)}async function constructSession(b,n,o){let u=`onnx/${n}${o.quantized?"_quantized":""}.onnx`,c=await getModelFile(b,u,!0,o);try{return await InferenceSession.create(c,{executionProviders})}catch(p){if(executionProviders.length===1&&executionProviders[0]==="wasm")throw p;return console.warn(p),console.warn("Something went wrong during model construction (most likely a missing operation). Using `wasm` as a fallback. "),await InferenceSession.create(c,{executionProviders:["wasm"]})}}async function validateInputs(b,n){const o={},u=[];for(let a of b.inputNames)n[a]===void 0?u.push(a):o[a]=n[a];if(u.length>0)throw new Error(`An error occurred during model execution: "Missing the following inputs: ${u.join(", ")}.`);const c=Object.keys(n).length,p=b.inputNames.length;if(c>p){let a=Object.keys(n).filter(h=>!b.inputNames.includes(h));console.warn(`WARNING: Too many inputs were provided (${c} > ${p}). The following inputs will be ignored: "${a.join(", ")}".`)}return o}async function sessionRun(b,n){const o=await validateInputs(b,n);try{let u=await b.run(o);return u=replaceTensors(u),u}catch(u){throw console.error(`An error occurred during model execution: "${u}".`),console.error("Inputs given to model:",o),u}}function replaceTensors(b){for(let n in b)b[n]instanceof ONNXTensor?b[n]=new Tensor(b[n]):typeof b[n]=="object"&&replaceTensors(b[n]);return b}function toI64Tensor(b){if(b instanceof Tensor)return b;if(b.length===0)throw Error("items must be non-empty");if(Array.isArray(b[0])){if(b.some(n=>n.length!==b[0].length))throw Error("Unable to create tensor, you should probably activate truncation and/or padding with 'padding=True' and/or 'truncation=True' to have batched tensors with the same length.");return new Tensor("int64",BigInt64Array.from(b.flat().map(n=>BigInt(n))),[b.length,b[0].length])}else return new Tensor("int64",BigInt64Array.from(b.map(n=>BigInt(n))),[1,b.length])}function prepareAttentionMask(b,n){let o=b.config.pad_token_id??null,u=b.config.eos_token_id??null;isIntegralNumber(u)&&(u=[u]);let c=n.indexOf(o)!==-1,p=u===null||!u.includes(o);if(c&&p){let a=BigInt64Array.from(n.data.map(h=>h!=o));return new Tensor("int64",a,n.dims)}else return new Tensor("int64",new BigInt64Array(n.data.length).fill(1n),n.dims)}function boolTensor(b){return new Tensor("bool",[b],[1])}async function seq2seqForward(b,n,{add_decoder_pkv:o=!0}={}){let{encoder_outputs:u,past_key_values:c}=n;u||(u=(await encoderForward(b,n)).last_hidden_state);let p={input_ids:n.decoder_input_ids,encoder_hidden_states:u,use_cache_branch:boolTensor(!!c)};b.decoder_merged_session.inputNames.includes("encoder_attention_mask")&&(p.encoder_attention_mask=n.attention_mask),b.addPastKeyValues(p,c,o);const a=await sessionRun(b.decoder_merged_session,p);let h=a.logits;c=b.getPastKeyValues(a,c);const f=b.getAttentions(a);return new Seq2SeqLMOutput({logits:h,past_key_values:c,encoder_outputs:u,...f})}function seq2seqStartBeams(b,n,o,u=!0){let c=[],p=0,a=b.config.decoder_start_token_id;Array.isArray(a)||(a=[a]);for(let h of n){h.dims=[1,...h.dims];let f={inputs:h,encoder_outputs:null,prev_model_outputs:null,output_token_ids:a,done:!1,score:0,id:p++};u&&(f.attention_mask=prepareAttentionMask(b,h)),c.push(f)}return c}async function seq2seqRunBeam(b,n,{input_name:o="input_ids"}={}){var p;let u={[o]:n.inputs,decoder_input_ids:toI64Tensor(n.output_token_ids.slice(-1)),encoder_outputs:n.encoder_outputs,past_key_values:(p=n.prev_model_outputs)==null?void 0:p.past_key_values};n.attention_mask&&(u.attention_mask=n.attention_mask);let c=await b.forward(u);return n.prev_model_outputs=c,n.encoder_outputs=c.encoder_outputs,c}async function encoderForward(b,n){let o={};for(let u of b.session.inputNames)o[u]=n[u];return await sessionRun(b.session,o)}async function decoderForward(b,n){let{input_ids:o,past_key_values:u,attention_mask:c}=n,p={input_ids:o,attention_mask:c??prepareAttentionMask(b,o),use_cache_branch:boolTensor(u!==null)};b.addPastKeyValues(p,u);let a=await sessionRun(b.session,p),h=a.logits;return u=b.getPastKeyValues(a,u),{logits:h,past_key_values:u}}function decoderStartBeams(b,n,o,u){let c=[],p=0;for(let a of n){let h=a.tolist().map(Number);a.dims=[1,...a.dims];let f;u?(f=u[p],f.dims=[1,...f.dims]):f=prepareAttentionMask(b,a);let l={input:a,model_input_ids:a,attention_mask:f,prev_model_outputs:null,output_token_ids:h,num_output_tokens:o,done:!1,score:0,id:p++};c.push(l)}return c}async function decoderRunBeam(b,n){var p;let o=new BigInt64Array(n.output_token_ids.length).fill(1n),u={input_ids:n.model_input_ids,attention_mask:new Tensor("int64",o,[1,o.length]),past_key_values:(p=n.prev_model_outputs)==null?void 0:p.past_key_values},c=await b.forward(u);return n.prev_model_outputs=c,c}function decoderUpdatebeam(b,n){b.output_token_ids=[...b.output_token_ids,n],b.model_input_ids=new Tensor("int64",[BigInt(n)],[1,1])}class PreTrainedModel extends Callable{constructor(n,o){super(),this.config=n,this.session=o}async dispose(){let n=[];for(let o of Object.keys(this)){let u=this[o];u instanceof InferenceSession&&n.push(u.handler.dispose())}return await Promise.all(n)}static async from_pretrained(n,{quantized:o=!0,progress_callback:u=null,config:c=null,cache_dir:p=null,local_files_only:a=!1,revision:h="main",model_file_name:f=null}={}){let l={quantized:o,progress_callback:u,config:c,cache_dir:p,local_files_only:a,revision:h,model_file_name:f},s=MODEL_TYPE_MAPPING.get(this.name),t;return s===DecoderOnlyModelType?t=await Promise.all([AutoConfig.from_pretrained(n,l),constructSession(n,l.model_file_name??"decoder_model_merged",l)]):s===Seq2SeqModelType?t=await Promise.all([AutoConfig.from_pretrained(n,l),constructSession(n,"encoder_model",l),constructSession(n,"decoder_model_merged",l),getModelJSON(n,"generation_config.json",!1,l)]):s===EncoderDecoderModelType?t=await Promise.all([AutoConfig.from_pretrained(n,l),constructSession(n,"encoder_model",l),constructSession(n,"decoder_model_merged",l)]):(s!==EncoderOnlyModelType&&console.warn(`Model type for ${this.name} not found, assuming encoder-only architecture. Please report this at https://github.com/xenova/transformers.js/issues/new/choose.`),t=await Promise.all([AutoConfig.from_pretrained(n,l),constructSession(n,l.model_file_name??"model",l)])),new this(...t)}async _call(n){return await this.forward(n)}async forward(n){return await forward(this,n)}_get_logits_processor(n,o,u=null){const c=new LogitsProcessorList;if(n.repetition_penalty!==null&&n.repetition_penalty!==1&&c.push(new RepetitionPenaltyLogitsProcessor(n.repetition_penalty)),n.no_repeat_ngram_size!==null&&n.no_repeat_ngram_size>0&&c.push(new NoRepeatNGramLogitsProcessor(n.no_repeat_ngram_size)),n.forced_bos_token_id!==null&&c.push(new ForcedBOSTokenLogitsProcessor(n.forced_bos_token_id)),n.forced_eos_token_id!==null&&c.push(new ForcedEOSTokenLogitsProcessor(n.max_length,n.forced_eos_token_id)),n.begin_suppress_tokens!==null){let p=o>1||n.forced_bos_token_id===null?o:o+1;n.forced_decoder_ids!==null&&(p+=n.forced_decoder_ids[n.forced_decoder_ids.length-1][0]),c.push(new SuppressTokensAtBeginLogitsProcessor(n.begin_suppress_tokens,p))}return n.forced_decoder_ids!==null&&c.push(new ForceTokensLogitsProcessor(n.forced_decoder_ids)),u!==null&&c.extend(u),c}_get_generation_config(n){let o=new GenerationConfig;return"generation_config"in this&&Object.assign(o,this.generation_config),n!==null&&Object.assign(o,n),o}async generate(n,o=null,u=null,{inputs_attention_mask:c=null}={}){if(!(n instanceof Tensor)&&!isTypedArray(n)&&!Array.isArray(n))throw Error(`\`inputs\` must be a Tensor, TypedArray, or Array, but is "${n.constructor.name}".`);let p;if(this.config.is_encoder_decoder)p=0;else if(p=n instanceof Tensor?n.dims[0]:n.length,p===0)throw Error("Must supply a non-empty array of input token ids.");o=this._get_generation_config(o),u=u??new LogitsProcessorList,u=this._get_logits_processor(o,p,u);let a=1;const h=a+(o.max_new_tokens??1/0),f=Number.isInteger(o.max_length)&&(o.max_new_tokens??null)===null;let l=Sampler.getSampler(o),s=this.getStartBeams(n,a,c);for(;s.some(i=>!i.done)&&a=o.max_length){d.done=!0,i.push(d);continue}let g=await this.runBeam(d);o.output_attentions&&this.addAttentionsToBeam(d,g),o.output_scores;let m=g.logits.slice(null,-1,null);u(d.output_token_ids,m);let _=l(m);for(let[y,w]of _){let v={...d};this.updateBeam(v,y),v.score+=w,y===this.config.eos_token_id&&(v.done=!0),i.push(v)}}++a,i=this.groupBeams(i).map(d=>d.sort((g,m)=>m.score-g.score).slice(0,o.num_beams)),s=i.flat(),o.callback_function&&o.callback_function(s)}const t=this.groupBeams(s),e=i=>t.map(d=>o.num_return_sequences>1?d.slice(0,o.num_return_sequences).map(g=>g[i]):[d[0][i]]).flat(),r=e("output_token_ids");if(o.return_dict_in_generate){const i=e("decoder_attentions"),d=e("cross_attentions");return{sequences:r,decoder_attentions:i,cross_attentions:d}}else return r}addAttentionsToBeam(n,o){if(this.config.is_encoder_decoder){if(!o.cross_attentions||o.cross_attentions.length===0)throw Error("`output_attentions` is true, but the model did not produce cross-attentions. This is most likely because the model was not exported with `output_attentions=True`.");n.cross_attentions||(n.cross_attentions=[]),n.cross_attentions.push(o.cross_attentions)}if(!o.decoder_attentions||o.decoder_attentions.length===0)throw Error("`output_attentions` is true, but the model did not produce decoder-attentions. This is most likely because the model was not exported with `output_attentions=True`.");n.decoder_attentions||(n.decoder_attentions=[]),n.decoder_attentions.push(o.decoder_attentions)}groupBeams(n){const o=Object.create(null);for(const u of n)o[u.id]===void 0?o[u.id]=[u]:o[u.id].push(u);return Object.values(o)}getPastKeyValues(n,o){const u=Object.create(null);for(const c in n)if(c.startsWith("present")){let p=c.replace("present","past_key_values");o&&c.includes("encoder")?u[p]=o[p]:u[p]=n[c]}return u}getAttentions(n){const o=Object.create(null);for(const u of["cross_attentions","decoder_attentions"]){const c=[];for(const p in n)if(p.startsWith(u)){const a=p.split(".").pop();c[a]=n[p]}o[u]=c}return o}addPastKeyValues(n,o,u=!1){if(o)Object.assign(n,o);else if(u){let c=[1,this.num_encoder_heads,0,this.encoder_dim_kv];for(let a=0;a{let s=Array.from({length:this.config.decoder_layers},(g,m)=>cat(l.map(_=>_[m]),2)),t=stack(o.map(([g,m])=>u?s[g].slice(null,m,null,[0,u]):s[g].slice(null,m)));t=t.transpose(1,0,2,3);let[e,r]=std_mean(t,-2,0,!0),i=t.clone();for(let g=0;gt[m+1]-t[m]),i=mergeArrays([1],r).map(g=>!!g),d=[];for(let g=0;g{if(!self.OffscreenCanvas)throw new Error("OffscreenCanvas not supported by this browser.");return new self.OffscreenCanvas(b,n)},loadImageFunction=self.createImageBitmap,ImageDataClass=self.ImageData;else if(sharp)loadImageFunction=async b=>{const o=(await b.metadata()).channels;let{data:u,info:c}=await b.raw().toBuffer({resolveWithObject:!0});const p=new RawImage(new Uint8ClampedArray(u),c.width,c.height,c.channels);return o!==void 0&&o!==c.channels&&p.convert(o),p};else throw new Error("Unable to load image processing library.");const RESAMPLING_MAPPING={0:"nearest",1:"lanczos",2:"bilinear",3:"bicubic",4:"box",5:"hamming"};class RawImage{constructor(n,o,u,c){ve(this,"_CONTENT_TYPE_MAP",{png:"image/png",jpg:"image/jpeg",jpeg:"image/jpeg",gif:"image/gif"});this._update(n,o,u,c)}static async read(n){if(n instanceof RawImage)return n;if(isString(n)||n instanceof URL)return await this.fromURL(n);throw new Error(`Unsupported input type: ${typeof n}`)}static async fromURL(n){let o=await getFile(n);if(o.status!==200)throw new Error(`Unable to read image from "${n}" (${o.status} ${o.statusText})`);let u=await o.blob();return this.fromBlob(u)}static async fromBlob(n){if(BROWSER_ENV){let o=await loadImageFunction(n);const u=createCanvasFunction(o.width,o.height).getContext("2d");return u.drawImage(o,0,0),new this(u.getImageData(0,0,o.width,o.height).data,o.width,o.height,4)}else{let o=sharp(await n.arrayBuffer());return await loadImageFunction(o)}}grayscale(){if(this.channels===1)return this;let n=new Uint8ClampedArray(this.width*this.height*1);switch(this.channels){case 3:case 4:for(let o=0,u=0;o=0?f=u:s=-u,c>=0?l=c:t=-c,h.drawImage(a,f,l,n,o,s,t,n,o),new RawImage(h.getImageData(0,0,n,o).data,n,o,4).convert(p)}else{let p=this.toSharp();if(u>=0&&c>=0)p=p.extract({left:Math.floor(u),top:Math.floor(c),width:n,height:o});else if(u<=0&&c<=0){let a=Math.floor(-c),h=Math.floor(-u);p=p.extend({top:a,left:h,right:n-this.width-h,bottom:o-this.height-a})}else{let a=[0,0],h=0;c<0?(a[0]=Math.floor(-c),a[1]=o-this.height-a[0]):h=Math.floor(c);let f=[0,0],l=0;u<0?(f[0]=Math.floor(-u),f[1]=n-this.width-f[0]):l=Math.floor(u),p=p.extend({top:a[0],bottom:a[1],left:f[0],right:f[1]}).extract({left:l,top:h,width:n,height:o})}return await loadImageFunction(p)}}toCanvas(){if(!BROWSER_ENV)throw new Error("toCanvas() is only supported in browser environments.");let n=this.clone().rgba(),o=createCanvasFunction(n.width,n.height),u=new ImageDataClass(n.data,n.width,n.height);return o.getContext("2d").putImageData(u,0,0),o}_update(n,o,u,c=null){return this.data=n,this.width=o,this.height=u,c!==null&&(this.channels=c),this}clone(){return new RawImage(this.data.slice(),this.width,this.height,this.channels)}convert(n){if(this.channels===n)return this;switch(n){case 1:this.grayscale();break;case 3:this.rgb();break;case 4:this.rgba();break;default:throw new Error(`Conversion failed due to unsupported number of channels: ${this.channels}`)}return this}save(n){if(BROWSER_ENV){const o=n.split(".").pop().toLowerCase(),u=this._CONTENT_TYPE_MAP[o]??"image/png",p=this.toCanvas().toDataURL(u),a=document.createElement("a");a.href=p,a.download=n,a.click(),a.remove()}else if(env.useFS)this.toSharp().toFile(n);else throw new Error("Unable to save the image because filesystem is disabled in this environment.")}toSharp(){if(BROWSER_ENV)throw new Error("toSharp() is only supported in server-side environments.");return sharp(this.data,{raw:{width:this.width,height:this.height,channels:this.channels}})}}async function read_audio(b,n){if(typeof AudioContext>"u")throw Error("Unable to load audio from path/URL since `AudioContext` is not available in your environment. Instead, audio data should be passed directly to the pipeline/processor. For more information and some example code, see https://huggingface.co/docs/transformers.js/guides/node-audio-processing.");const o=await(await getFile(b)).arrayBuffer(),u=new AudioContext({sampleRate:n});typeof n>"u"&&console.warn(`No sampling rate provided, using default of ${u.sampleRate}Hz.`);const c=await u.decodeAudioData(o);let p;if(c.numberOfChannels===2){const a=Math.sqrt(2);let h=c.getChannelData(0),f=c.getChannelData(1);p=new Float32Array(h.length);for(let l=0;l=i?e[_]=r*Math.exp(d*(y-i)):e[_]=s+t*y,g[_]=p.map(w=>e[_]-w)}const m=e.slice(1).map((_,y)=>1/(_-e[y]));for(let _=0;_this.preprocess(c)));return o.forEach(c=>c.pixel_values.dims=[1,...c.pixel_values.dims]),{pixel_values:cat(o.map(c=>c.pixel_values)),original_sizes:o.map(c=>c.original_size),reshaped_input_sizes:o.map(c=>c.reshaped_input_size)}}}class ViTFeatureExtractor extends ImageFeatureExtractor{}class MobileViTFeatureExtractor extends ImageFeatureExtractor{}class DetrFeatureExtractor extends ImageFeatureExtractor{async _call(n){let o=await super._call(n),u=[o.pixel_values.dims[0],64,64];return o.pixel_mask=new Tensor("int64",new BigInt64Array(u.reduce((c,p)=>c*p)).fill(1n),u),o}center_to_corners_format([n,o,u,c]){return[n-u/2,o-c/2,n+u/2,o+c/2]}post_process_object_detection(n,o=.5,u=null){const c=n.logits,p=n.pred_boxes,[a,h,f]=c.dims;if(u!==null&&u.length!==a)throw Error("Make sure that you pass in as many target sizes as the batch dimension of the logits");let l=[];for(let s=0;so){let w=i[d].data;w=this.center_to_corners_format(w),t!==null&&(w=w.map((v,S)=>v*t[(S+1)%2])),e.boxes.push(w),e.classes.push(m),e.scores.push(y)}}l.push(e)}return l}remove_low_and_no_objects(n,o,u,c){let p=[],a=[],h=[];for(let f=0;fu&&(p.push(s),a.push(r),h.push(t))}return[p,a,h]}check_segment_validity(n,o,u,c=.5,p=.8){let a=[],h=0,f=0;for(let s=0;s=c&&++f;let l=h>0&&f>0;return l&&(l=h/f>p),[l,a]}compute_segments(n,o,u,c,p,a=null,h=null){let[f,l]=h??n[0].dims,s=new Tensor("int32",new Int32Array(f*l),[f,l]),t=[];if(h!==null)for(let d=0;dr[m]&&(e[m]=d,r[m]=n[d].data[m])}let i=0;for(let d=0;dBigInt(Math.round(f)))),a);return{pixel_values:u,original_sizes:c,reshaped_input_sizes:p,input_points:h}}post_process_masks(n,o,u,{mask_threshold:c=0,binarize:p=!0,pad_size:a=null}={}){let h=[];a=a??this.pad_size;let f=[a.height,a.width];for(let l=0;l_>c),m.dims)),m.dims=[1,...m.dims],r.push(m)}let i=cat(r);h.push(i)}return h}}class WhisperFeatureExtractor extends FeatureExtractor{constructor(n){var o;super(n),(o=this.config).mel_filters??(o.mel_filters=getMelFilters(this.config.sampling_rate,this.config.n_fft,this.config.feature_size))}calcOffset(n,o){return Math.abs((n+o)%(2*o)-o)}padReflect(n,o,u){const c=new Float32Array(n.length+o+u),p=n.length-1;for(let a=0;a>1;++v){const S=(v+1-u)**2/2,A=Math.sqrt(m**2+_**2)**S,O=S*Math.atan2(_,m);let x=2*v;l[x]=A*Math.cos(O),l[x+1]=A*Math.sin(O),s[x]=l[x],s[x+1]=-l[x+1]}const y=l.subarray(c,p),w=new FFT(a>>1);w.transform(r,s);for(let v=0;v>1,N=S[I]*o[I];t[O]=N*y[O],t[x]=N*y[x]}w.transform(i,t);for(let O=0;Oc?a-c:0,l=a>1,l=new Float32Array(h*f);for(let m=0;mthis.config.n_samples&&console.warn("Attempting to extract features for audio longer than 30 seconds. If using a pipeline to extract transcript from a long audio clip, remember to specify `chunk_length_s` and/or `stride_length_s`.");let o=n.slice(0,this.config.n_samples),u=this._extract_fbank_features(o);return{input_features:new Tensor("float32",u.data,[1,...u.dims])}}}class Wav2Vec2FeatureExtractor extends FeatureExtractor{_zero_mean_unit_var_norm(n){const u=n.reduce((p,a)=>p+a,0)/n.length,c=n.reduce((p,a)=>p+(a-u)**2,0)/n.length;return n.map(p=>(p-u)/Math.sqrt(c+1e-7))}async _call(n){var c;if(!(n instanceof Float32Array||n instanceof Float64Array))throw new Error(`Wav2Vec2FeatureExtractor expects input to be a Float32Array or a Float64Array, but got ${((c=n==null?void 0:n.constructor)==null?void 0:c.name)??typeof n} instead.If using the feature extractor directly, remember to use \`read_audio(url, sampling_rate)\` to obtain the raw audio data of the file/url.`);n instanceof Float64Array&&(n=new Float32Array(n));let o=n;this.config.do_normalize&&(o=this._zero_mean_unit_var_norm(o));const u=[1,o.length];return{input_values:new Tensor("float32",o,u),attention_mask:new Tensor("int64",new BigInt64Array(o.length).fill(1n),u)}}}class Processor extends Callable{constructor(n){super(),this.feature_extractor=n}async _call(n){return await this.feature_extractor(n)}}class SamProcessor extends Processor{async _call(n,o){return await this.feature_extractor(n,o)}post_process_masks(...n){return this.feature_extractor.post_process_masks(...n)}}class WhisperProcessor extends Processor{async _call(n){return await this.feature_extractor(n)}}class Wav2Vec2ProcessorWithLM extends Processor{async _call(n){return await this.feature_extractor(n)}}class AutoProcessor{static async from_pretrained(n,{progress_callback:o=null,config:u=null,cache_dir:c=null,local_files_only:p=!1,revision:a="main"}={}){let h=u??await getModelJSON(n,"preprocessor_config.json",!0,{progress_callback:o,config:u,cache_dir:c,local_files_only:p,revision:a}),f=h.feature_extractor_type??h.image_processor_type,l=this.FEATURE_EXTRACTOR_CLASS_MAPPING[f];if(!l)if(h.size!==void 0)console.warn("Feature extractor type not specified, assuming ImageFeatureExtractor due to size parameter in config."),l=ImageFeatureExtractor;else throw new Error(`Unknown Feature Extractor type: ${h.feature_extractor_type}`);let s=this.PROCESSOR_CLASS_MAPPING[h.processor_class]??Processor,t=new l(h);return new s(t)}}ve(AutoProcessor,"FEATURE_EXTRACTOR_CLASS_MAPPING",{WhisperFeatureExtractor,ViTFeatureExtractor,MobileViTFeatureExtractor,DetrFeatureExtractor,SamImageProcessor,Wav2Vec2FeatureExtractor}),ve(AutoProcessor,"PROCESSOR_CLASS_MAPPING",{WhisperProcessor,Wav2Vec2ProcessorWithLM,SamProcessor});async function prepareImages(b){return Array.isArray(b)||(b=[b]),b=await Promise.all(b.map(n=>RawImage.read(n))),b}class Pipeline extends Callable{constructor({task:n,model:o,tokenizer:u=null,processor:c=null}){super(),this.task=n,this.model=o,this.tokenizer=u,this.processor=c}async dispose(){await this.model.dispose()}async _call(n){let o=this.tokenizer(n,{padding:!0,truncation:!0}),u=await this.model(o);return[o,u]}}class TextClassificationPipeline extends Pipeline{async _call(n,{topk:o=1}={}){let u=this.model.config.problem_type==="multi_label_classification"?f=>f.sigmoid().data:f=>softmax(f.data),[c,p]=await super._call(n),a=this.model.config.id2label,h=[];for(let f of p.logits){let l=u(f),t=getTopItems(l,o).map(function(e){return{label:a[e[0]],score:e[1]}});o===1?h.push(...t):h.push(t)}return Array.isArray(n)||o===1?h:h[0]}}class TokenClassificationPipeline extends Pipeline{async _call(n,{ignore_labels:o=["O"]}={}){let u=Array.isArray(n);u||(n=[n]);let c=this.tokenizer,[p,a]=await super._call(n),h=a.logits,f=this.model.config.id2label,l=[];for(let s=0;s[r,i]).filter(r=>r[1]>l),t=Array.from(softmax(p.end_logits[h].data)).map((r,i)=>[r,i]).filter(r=>r[1]>l),e=product(s,t).filter(r=>r[0][1]<=r[1][1]).map(r=>[r[0][1],r[1][1],r[0][0]*r[1][0]]).sort((r,i)=>i[2]-r[2]);for(let r=0;r{let i=[...f];return i[l]=r[0],{score:r[1],token:r[0],token_str:p.model.vocab[r[0]],sequence:p.decode(i,{skip_special_tokens:!0})}}))}return Array.isArray(n)?a:a[0]}}class Text2TextGenerationPipeline extends Pipeline{constructor(){super(...arguments);ve(this,"_key",null)}async _call(o,u={}){Array.isArray(o)||(o=[o]),this.model.config.prefix&&(o=o.map(l=>this.model.config.prefix+l));let c=this.model.config.task_specific_params;c&&c[this.task]&&c[this.task].prefix&&(o=o.map(l=>c[this.task].prefix+l));let p={padding:!0,truncation:!0},a;this instanceof TranslationPipeline&&"_build_translation_inputs"in this.tokenizer?a=this.tokenizer._build_translation_inputs(o,p,u).input_ids:a=this.tokenizer(o,p).input_ids;let h=await this.model.generate(a,u),f=this.tokenizer.batch_decode(h,{skip_special_tokens:!0});return this._key!==null&&(f=f.map(l=>this._key===null?l:{[this._key]:l})),f}}class SummarizationPipeline extends Text2TextGenerationPipeline{constructor(){super(...arguments);ve(this,"_key","summary_text")}}class TranslationPipeline extends Text2TextGenerationPipeline{constructor(){super(...arguments);ve(this,"_key","translation_text")}}class TextGenerationPipeline extends Pipeline{async _call(n,o={}){let u=typeof n=="string"||n instanceof String;u&&(n=[n]),this.tokenizer.padding_side="left";let c=this.tokenizer(n,{padding:!0,truncation:!0}),p=c.input_ids,a=c.attention_mask,h=await this.model.generate(p,o,null,{inputs_attention_mask:a});const f=this.tokenizer.batch_decode(h,{skip_special_tokens:!0}),l=Array.from({length:n.length},s=>[]);for(let s=0;s[o.toLowerCase(),u])),this.entailment_id=this.label2id.entailment,this.entailment_id===void 0&&(console.warn("Could not find 'entailment' in label2id mapping. Using 2 as entailment_id."),this.entailment_id=2),this.contradiction_id=this.label2id.contradiction??this.label2id.not_entailment,this.contradiction_id===void 0&&(console.warn("Could not find 'contradiction' in label2id mapping. Using 0 as contradiction_id."),this.contradiction_id=0)}async _call(n,o,{hypothesis_template:u="This example is {}.",multi_label:c=!1}={}){let p=Array.isArray(n);p||(n=[n]),Array.isArray(o)||(o=[o]);let a=o.map(l=>u.replace("{}",l)),h=c||o.length===1,f=[];for(let l of n){let s=[];for(let r of a){let i=this.tokenizer(l,{text_pair:r,padding:!0,truncation:!0}),d=await this.model(i);h?s.push([d.logits.data[this.contradiction_id],d.logits.data[this.entailment_id]]):s.push(d.logits.data[this.entailment_id])}let t;h?t=s.map(r=>softmax(r)[1]):t=softmax(s);let e=t.map((r,i)=>[r,i]).sort((r,i)=>i[0]-r[0]);f.push({sequence:l,labels:e.map(r=>o[r[1]]),scores:e.map(r=>r[0])})}return p?f:f[0]}}class FeatureExtractionPipeline extends Pipeline{async _call(n,{pooling:o="none",normalize:u=!1}={}){let[c,p]=await super._call(n),a=p.last_hidden_state??p.logits;if(o!=="none")if(o==="mean")a=mean_pooling(a,c.attention_mask);else throw Error(`Pooling method '${o}' not supported.`);return u&&(a=a.normalize(2,-1)),a}}class AudioClassificationPipeline extends Pipeline{constructor(n){super(n)}async _preprocess(n,o){return isString(n)&&(n=await read_audio(n,o)),n}async _call(n,{topk:o=5}={}){let u=!Array.isArray(n);u&&(n=[n]);const c=this.model.config.id2label,p=this.processor.feature_extractor.config.sampling_rate;let a=[];for(let h of n){h=await this._preprocess(h,p);const f=await this.processor(h),s=(await this.model(f)).logits[0];let e=getTopItems(softmax(s.data),o).map(function(r){return{label:c[r[0]],score:r[1]}});o===1?a.push(...e):a.push(e)}return!u||o===1?a:a[0]}}class AutomaticSpeechRecognitionPipeline extends Pipeline{constructor(n){super(n)}async _preprocess(n,o){return isString(n)&&(n=await read_audio(n,o)),n}async _call(n,o={}){switch(this.model.config.model_type){case"whisper":return this._call_whisper(n,o);case"wav2vec2":return this._call_wav2vec2(n,o);default:throw new Error(`AutomaticSpeechRecognitionPipeline does not support model type '${this.model.config.model_type}'.`)}}async _call_wav2vec2(n,o={}){o.language&&console.warn('`language` parameter is not yet supported for `wav2vec2` models, defaulting to "English".'),o.task&&console.warn('`task` parameter is not yet supported for `wav2vec2` models, defaulting to "transcribe".');let u=!Array.isArray(n);u&&(n=[n]);const c=this.processor.feature_extractor.config.sampling_rate;let p=[];for(let a of n){a=await this._preprocess(a,c);const h=await this.processor(a),l=(await this.model(h)).logits[0],s=[];for(let e of l)s.push(max(e.data)[1]);const t=this.tokenizer.decode(s);p.push({text:t})}return u?p[0]:p}async _call_whisper(n,o={}){let u=o.return_timestamps??!1,c=o.chunk_length_s??0,p=o.stride_length_s??null,a=o.chunk_callback??null,h=o.force_full_sequences??!1;u==="word"&&(o.return_token_timestamps=!0);let f=pop(o,"language",null),l=pop(o,"task",null);if(f||l||u){if(o.forced_decoder_ids)throw new Error("Cannot specify `language`/`task`/`return_timestamps` and `forced_decoder_ids` at the same time.");let d=this.tokenizer.get_decoder_prompt_ids({language:f,task:l,no_timestamps:!u});d.length>0&&(o.forced_decoder_ids=d)}let s=!Array.isArray(n);s&&(n=[n]);const t=this.processor.feature_extractor.config.sampling_rate,e=this.processor.feature_extractor.config.chunk_length/this.model.config.max_source_positions,r=this.processor.feature_extractor.config.hop_length;let i=[];for(let d of n){d=await this._preprocess(d,t);let g=[];if(c>0){if(p===null)p=c/6;else if(c<=p)throw Error("`chunk_length_s` must be larger than `stride_length_s`.");const y=t*c,w=t*p,v=y-2*w;let S=0;for(;S=d.length;g.push({stride:[A.length,x?0:w,I?0:w],input_features:O.input_features,is_last:I}),S+=v}}else g=[{stride:[d.length,0,0],input_features:(await this.processor(d)).input_features,is_last:!0}];for(let y of g){o.num_frames=Math.floor(y.stride[0]/r);let w=await this.model.generate(y.input_features,o);u==="word"?(y.tokens=w.sequences[0],y.token_timestamps=w.token_timestamps.tolist()[0].map(v=>round(v,2))):y.tokens=w[0],y.stride=y.stride.map(v=>v/t),a!==null&&a(y)}let[m,_]=this.tokenizer._decode_asr(g,{time_precision:e,return_timestamps:u,force_full_sequences:h});i.push({text:m,..._})}return s?i[0]:i}}class ImageToTextPipeline extends Pipeline{constructor(n){super(n)}async _call(n,o={}){let u=Array.isArray(n);n=await prepareImages(n);let{pixel_values:c}=await this.processor(n),p=[];for(let a of c){a.dims=[1,...a.dims];let h=await this.model.generate(a,o),f=this.tokenizer.batch_decode(h,{skip_special_tokens:!0}).map(l=>({generated_text:l.trim()}));p.push(f)}return u?p:p[0]}}class ImageClassificationPipeline extends Pipeline{constructor(n){super(n)}async _call(n,{topk:o=1}={}){let u=Array.isArray(n);n=await prepareImages(n);let{pixel_values:c}=await this.processor(n),p=await this.model({pixel_values:c}),a=this.model.config.id2label,h=[];for(let f of p.logits){let s=getTopItems(softmax(f.data),o).map(function(t){return{label:a[t[0]],score:t[1]}});o===1?h.push(...s):h.push(s)}return u||o===1?h:h[0]}}class ImageSegmentationPipeline extends Pipeline{constructor(n){super(n),this.subtasks_mapping={panoptic:"post_process_panoptic_segmentation",instance:"post_process_instance_segmentation",semantic:"post_process_semantic_segmentation"}}async _call(n,{threshold:o=.5,mask_threshold:u=.5,overlap_mask_area_threshold:c=.8,label_ids_to_fuse:p=null,target_sizes:a=null,subtask:h=null}={}){if(Array.isArray(n)&&n.length!==1)throw Error("Image segmentation pipeline currently only supports a batch size of 1.");n=await prepareImages(n);let l=n.map(d=>[d.height,d.width]),{pixel_values:s,pixel_mask:t}=await this.processor(n),e=await this.model({pixel_values:s,pixel_mask:t}),r=null;if(h!==null)r=this.subtasks_mapping[h];else for(let[d,g]of Object.entries(this.subtasks_mapping))if(g in this.processor.feature_extractor){r=this.processor.feature_extractor[g].bind(this.processor.feature_extractor),h=d;break}let i=[];if(h==="panoptic"||h==="instance"){let d=r(e,o,u,c,p,a??l)[0],g=d.segmentation,m=this.model.config.id2label;for(let _ of d.segments_info){let y=new Uint8ClampedArray(g.data.length);for(let v=0;vu.replace("{}",s)),a=this.tokenizer(p,{padding:!0,truncation:!0}),{pixel_values:h}=await this.processor(n),f=await this.model({...a,pixel_values:h}),l=[];for(let s of f.logits_per_image){let t=softmax(s.data);l.push([...t].map((e,r)=>({score:e,label:o[r]})))}return c?l:l[0]}}class ObjectDetectionPipeline extends Pipeline{constructor(n){super(n)}async _call(n,{threshold:o=.9,percentage:u=!1}={}){let c=Array.isArray(n);if(c&&n.length!==1)throw Error("Object detection pipeline currently only supports a batch size of 1.");n=await prepareImages(n);let p=u?null:n.map(e=>[e.height,e.width]),{pixel_values:a,pixel_mask:h}=await this.processor(n),f=await this.model({pixel_values:a,pixel_mask:h}),l=this.processor.feature_extractor.post_process_object_detection(f,o,p),s=this.model.config.id2label;const t=l.map(e=>e.boxes.map((r,i)=>({score:e.scores[i],label:s[e.classes[i]],box:this._get_bounding_box(r,!u)})));return c?t:t[0]}_get_bounding_box(n,o){o&&(n=n.map(h=>h|0));const[u,c,p,a]=n;return{xmin:u,ymin:c,xmax:p,ymax:a}}}const SUPPORTED_TASKS={"text-classification":{tokenizer:AutoTokenizer,pipeline:TextClassificationPipeline,model:AutoModelForSequenceClassification,default:{model:"Xenova/distilbert-base-uncased-finetuned-sst-2-english"},type:"text"},"token-classification":{tokenizer:AutoTokenizer,pipeline:TokenClassificationPipeline,model:AutoModelForTokenClassification,default:{model:"Xenova/bert-base-multilingual-cased-ner-hrl"},type:"text"},"question-answering":{tokenizer:AutoTokenizer,pipeline:QuestionAnsweringPipeline,model:AutoModelForQuestionAnswering,default:{model:"Xenova/distilbert-base-cased-distilled-squad"},type:"text"},"fill-mask":{tokenizer:AutoTokenizer,pipeline:FillMaskPipeline,model:AutoModelForMaskedLM,default:{model:"Xenova/bert-base-uncased"},type:"text"},summarization:{tokenizer:AutoTokenizer,pipeline:SummarizationPipeline,model:AutoModelForSeq2SeqLM,default:{model:"Xenova/distilbart-cnn-6-6"},type:"text"},translation:{tokenizer:AutoTokenizer,pipeline:TranslationPipeline,model:AutoModelForSeq2SeqLM,default:{model:"Xenova/t5-small"},type:"text"},"text2text-generation":{tokenizer:AutoTokenizer,pipeline:Text2TextGenerationPipeline,model:AutoModelForSeq2SeqLM,default:{model:"Xenova/flan-t5-small"},type:"text"},"text-generation":{tokenizer:AutoTokenizer,pipeline:TextGenerationPipeline,model:AutoModelForCausalLM,default:{model:"Xenova/gpt2"},type:"text"},"zero-shot-classification":{tokenizer:AutoTokenizer,pipeline:ZeroShotClassificationPipeline,model:AutoModelForSequenceClassification,default:{model:"Xenova/distilbert-base-uncased-mnli"},type:"text"},"audio-classification":{pipeline:AudioClassificationPipeline,model:AutoModelForAudioClassification,processor:AutoProcessor,default:{model:"Xenova/wav2vec2-base-superb-ks"},type:"audio"},"automatic-speech-recognition":{tokenizer:AutoTokenizer,pipeline:AutomaticSpeechRecognitionPipeline,model:[AutoModelForSeq2SeqLM,AutoModelForCTC],processor:AutoProcessor,default:{model:"Xenova/whisper-tiny.en"},type:"multimodal"},"image-to-text":{tokenizer:AutoTokenizer,pipeline:ImageToTextPipeline,model:AutoModelForVision2Seq,processor:AutoProcessor,default:{model:"Xenova/vit-gpt2-image-captioning"},type:"multimodal"},"image-classification":{pipeline:ImageClassificationPipeline,model:AutoModelForImageClassification,processor:AutoProcessor,default:{model:"Xenova/vit-base-patch16-224"},type:"multimodal"},"image-segmentation":{pipeline:ImageSegmentationPipeline,model:AutoModelForImageSegmentation,processor:AutoProcessor,default:{model:"Xenova/detr-resnet-50-panoptic"},type:"multimodal"},"zero-shot-image-classification":{tokenizer:AutoTokenizer,pipeline:ZeroShotImageClassificationPipeline,model:AutoModel,processor:AutoProcessor,default:{model:"Xenova/clip-vit-base-patch32"},type:"multimodal"},"object-detection":{pipeline:ObjectDetectionPipeline,model:AutoModelForObjectDetection,processor:AutoProcessor,default:{model:"Xenova/detr-resnet-50"},type:"multimodal"},"feature-extraction":{tokenizer:AutoTokenizer,pipeline:FeatureExtractionPipeline,model:AutoModel,default:{model:"Xenova/all-MiniLM-L6-v2"},type:"text"}},TASK_ALIASES={"sentiment-analysis":"text-classification",ner:"token-classification",vqa:"visual-question-answering",asr:"automatic-speech-recognition",embeddings:"feature-extraction"};async function pipeline(b,n=null,{quantized:o=!0,progress_callback:u=null,config:c=null,cache_dir:p=null,local_files_only:a=!1,revision:h="main"}={}){b=TASK_ALIASES[b]??b;let f=SUPPORTED_TASKS[b.split("_",1)[0]];if(!f)throw Error(`Unsupported pipeline: ${b}. Must be one of [${Object.keys(SUPPORTED_TASKS)}]`);n||(n=f.default.model,console.log(`No model specified. Using default model: "${n}".`));let l={quantized:o,progress_callback:u,config:c,cache_dir:p,local_files_only:a,revision:h};const s=new Map([["tokenizer",f.tokenizer],["model",f.model],["processor",f.processor]]);let t=await loadItems(s,n,l);t.task=b,dispatchCallback(u,{status:"ready",task:b,model:n});let e=f.pipeline;return new e(t)}async function loadItems(b,n,o){const u=Object.create(null),c=[];for(let[p,a]of b.entries()){if(!a)continue;let h;Array.isArray(a)?h=new Promise(async(f,l)=>{let s;for(let t of a)try{f(await t.from_pretrained(n,o));return}catch(e){s=e}l(s)}):h=a.from_pretrained(n,o),u[p]=h,c.push(h)}await Promise.all(c);for(let[p,a]of Object.entries(u))u[p]=await a;return u}env.allowLocalModels=!1;class PipelineFactory{constructor(n,o,u){this.tokenizer=n,this.model=o,this.quantized=u}static async getInstance(n=null){return this.instance===null&&(this.instance=pipeline(this.task,this.model,{quantized:this.quantized,progress_callback:n})),this.instance}}ve(PipelineFactory,"task",null),ve(PipelineFactory,"model",null),ve(PipelineFactory,"quantized",null),ve(PipelineFactory,"instance",null),self.addEventListener("message",async b=>{const n=b.data;let o=await transcribe(n.audio,n.model,n.multilingual,n.quantized,n.subtask,n.language);o!==null&&self.postMessage({status:"complete",task:"automatic-speech-recognition",data:o})});class AutomaticSpeechRecognitionPipelineFactory extends PipelineFactory{}ve(AutomaticSpeechRecognitionPipelineFactory,"task","automatic-speech-recognition"),ve(AutomaticSpeechRecognitionPipelineFactory,"model",null),ve(AutomaticSpeechRecognitionPipelineFactory,"quantized",null);const transcribe=async(b,n,o,u,c,p)=>{const a=`Xenova/whisper-${n}${o?"":".en"}`,h=AutomaticSpeechRecognitionPipelineFactory;(h.model!==a||h.quantized!==u)&&(h.model=a,h.quantized=u,h.instance!==null&&((await h.getInstance()).dispose(),h.instance=null));let f=await h.getInstance(i=>{self.postMessage(i)});const l=f.processor.feature_extractor.config.chunk_length/f.model.config.max_source_positions;let s=[{tokens:[],finalised:!1}];function t(i){let d=s[s.length-1];Object.assign(d,i),d.finalised=!0,i.is_last||s.push({tokens:[],finalised:!1})}function e(i){let d=s[s.length-1];d.tokens=[...i[0].output_token_ids];let g=f.tokenizer._decode_asr(s,{time_precision:l,return_timestamps:!0,force_full_sequences:!1});self.postMessage({status:"update",task:"automatic-speech-recognition",data:g})}return await f(b,{top_k:0,do_sample:!1,chunk_length_s:30,stride_length_s:5,language:p,task:c,return_timestamps:!0,force_full_sequences:!1,callback_function:e,chunk_callback:t}).catch(i=>(self.postMessage({status:"error",task:"automatic-speech-recognition",data:i}),null))}})();