diff --git a/Audio-Transcription/manifest.json b/Audio-Transcription/manifest.json
index da09ae0..a46e026 100644
--- a/Audio-Transcription/manifest.json
+++ b/Audio-Transcription/manifest.json
@@ -4,9 +4,7 @@
     "name": "Audio Transcription",
     "version": "1.0.0",
     "description": "This extension captures the audio on the current tab, sends it to a server for transcription and shows the transcription in Real-time.",
-    "content_security_policy": {
-        "extension_pages": "script-src 'self' 'wasm-unsafe-eval'; object-src 'self';"
-    },
+    
     "options_page": "options.html",
     "background": {
         "service_worker": "background.js"
diff --git a/Audio-Transcription/options.js b/Audio-Transcription/options.js
index 9827c59..4134394 100644
--- a/Audio-Transcription/options.js
+++ b/Audio-Transcription/options.js
@@ -73,43 +73,13 @@ function resampleTo16kHZ(audioData, origSampleRate = 44100) {
  */
 async function startRecord(option) {
   const stream = await captureTabAudio();
-  var doVad = true;
+
   if (stream) {
     // call when the stream inactive
     stream.oninactive = () => {
       window.close();
     };
 
-    // create onnx model
-    // initialize onnx model
-    const session = await ort.InferenceSession.create('./silero_vad.onnx');
-    var h = new Array(128);
-    for (let i = 0; i < h.length; i++) {
-      h[i] = 0;
-    }
-    var c = new Array(128);
-    for (let i = 0; i < h.length; i++) {
-      c[i] = 0;
-    }
-    
-    const sr = new BigInt64Array(1)
-    sr[0] = BigInt(16000);
-    const srate = new ort.Tensor('int64', sr, [1]);
-    let speech_prob = undefined;
-    const vad_infer = async (feed_dict) => {
-      // feed inputs and run
-      try{
-        const results = await session.run(feed_dict);
-
-        // update states
-        h = results.hn.data
-        c = results.cn.data
-        speech_prob = results.output.data
-      } catch(e) {
-        console.log(e)
-      }
-    }
-
     const socket = new WebSocket("ws://localhost:9090/");
     socket.onopen = function(e) { 
       socket.send("handshake");
@@ -136,21 +106,8 @@ async function startRecord(option) {
 
       audioDataCache.push(inputData);
 
-      // voice activity detection inference
-      const audioBuffer = new ort.Tensor('float32', audioData16kHz, [1, audioData16kHz.length]);
-      const hh = new ort.Tensor('float32', h, [2, 1, 64]);
-      const hc = new ort.Tensor('float32', c, [2, 1, 64]);
-      const feeds = { input: audioBuffer, sr: srate, h: hh, c: hc};
-      
       // feed inputs and run
-      if (doVad) {
-        vad_infer(feeds)
-        if (speech_prob > 0.4) {
-          socket.send(audioData16kHz);
-        }
-        else
-          console.log("no speech found: " + speech_prob)
-      }
+      socket.send(audioData16kHz);
     };
 
     // Prevent page mute
diff --git a/Audio-Transcription/ort-wasm-simd-threaded.wasm b/Audio-Transcription/ort-wasm-simd-threaded.wasm
deleted file mode 100644
index ce834a2..0000000
Binary files a/Audio-Transcription/ort-wasm-simd-threaded.wasm and /dev/null differ
diff --git a/Audio-Transcription/ort.min.js b/Audio-Transcription/ort.min.js
deleted file mode 100644
index 73c0c78..0000000
--- a/Audio-Transcription/ort.min.js
+++ /dev/null
@@ -1,6 +0,0 @@
-/*!
-* ONNX Runtime Web v1.15.0
-* Copyright (c) Microsoft Corporation. All rights reserved.
-* Licensed under the MIT License.
-*/
-!function(e,t){"object"==typeof exports&&"object"==typeof module?module.exports=t():"function"==typeof define&&define.amd?define([],t):"object"==typeof exports?exports.ort=t():e.ort=t()}(self,(()=>(()=>{var __webpack_modules__={8453:(e,t,n)=>{"use strict";n.r(t),n.d(t,{InferenceSession:()=>f,Tensor:()=>p,env:()=>a,registerBackend:()=>i});const r={},o=[],i=(e,t,n)=>{if(!t||"function"!=typeof t.init||"function"!=typeof t.createSessionHandler)throw new TypeError("not a valid backend");{const i=r[e];if(void 0===i)r[e]={backend:t,priority:n};else{if(i.priority>n)return;if(i.priority===n&&i.backend!==t)throw new Error(`cannot register backend "${e}" using priority ${n}`)}if(n>=0){const t=o.indexOf(e);-1!==t&&o.splice(t,1);for(let t=0;t<o.length;t++)if(r[o[t]].priority<=n)return void o.splice(t,0,e);o.push(e)}}},a=new class{constructor(){this.wasm={},this.webgl={},this.webgpu={},this.logLevelInternal="warning"}set logLevel(e){if(void 0!==e){if("string"!=typeof e||-1===["verbose","info","warning","error","fatal"].indexOf(e))throw new Error(`Unsupported logging level: ${e}`);this.logLevelInternal=e}}get logLevel(){return this.logLevelInternal}},s=new Map([["float32",Float32Array],["uint8",Uint8Array],["int8",Int8Array],["uint16",Uint16Array],["int16",Int16Array],["int32",Int32Array],["bool",Uint8Array],["float64",Float64Array],["uint32",Uint32Array]]),u=new Map([[Float32Array,"float32"],[Uint8Array,"uint8"],[Int8Array,"int8"],[Uint16Array,"uint16"],[Int16Array,"int16"],[Int32Array,"int32"],[Float64Array,"float64"],[Uint32Array,"uint32"]]);let l=!1;class c{constructor(e,t,n){let r,o,i;if((()=>{if(!l){l=!0;const e="undefined"!=typeof BigInt64Array&&"function"==typeof BigInt64Array.from,t="undefined"!=typeof BigUint64Array&&"function"==typeof BigUint64Array.from;e&&(s.set("int64",BigInt64Array),u.set(BigInt64Array,"int64")),t&&(s.set("uint64",BigUint64Array),u.set(BigUint64Array,"uint64"))}})(),"string"==typeof e)if(r=e,i=n,"string"===e){if(!Array.isArray(t))throw new TypeError("A string tensor's data must be a string array.");o=t}else{const n=s.get(e);if(void 0===n)throw new TypeError(`Unsupported tensor type: ${e}.`);if(Array.isArray(t))o=n.from(t);else{if(!(t instanceof n))throw new TypeError(`A ${r} tensor's data must be type of ${n}`);o=t}}else if(i=t,Array.isArray(e)){if(0===e.length)throw new TypeError("Tensor type cannot be inferred from an empty array.");const t=typeof e[0];if("string"===t)r="string",o=e;else{if("boolean"!==t)throw new TypeError(`Invalid element type of data array: ${t}.`);r="bool",o=Uint8Array.from(e)}}else{const t=u.get(e.constructor);if(void 0===t)throw new TypeError(`Unsupported type for tensor data: ${e.constructor}.`);r=t,o=e}if(void 0===i)i=[o.length];else if(!Array.isArray(i))throw new TypeError("A tensor's dims must be a number array");const a=(e=>{let t=1;for(let n=0;n<e.length;n++){const r=e[n];if("number"!=typeof r||!Number.isSafeInteger(r))throw new TypeError(`dims[${n}] must be an integer, got: ${r}`);if(r<0)throw new RangeError(`dims[${n}] must be a non-negative integer, got: ${r}`);t*=r}return t})(i);if(a!==o.length)throw new Error(`Tensor's size(${a}) does not match data length(${o.length}).`);this.dims=i,this.type=r,this.data=o,this.size=a}static bufferToTensor(e,t){if(void 0===e)throw new Error("Image buffer must be defined");if(void 0===t.height||void 0===t.width)throw new Error("Image height and width must be defined");if("NHWC"===t.tensorLayout)throw new Error("NHWC Tensor layout is not supported yet");const{height:n,width:r}=t,o=t.norm??{mean:255,bias:0};let i,a;i="number"==typeof o.mean?[o.mean,o.mean,o.mean,o.mean]:[o.mean[0],o.mean[1],o.mean[2],o.mean[3]??255],a="number"==typeof o.bias?[o.bias,o.bias,o.bias,o.bias]:[o.bias[0],o.bias[1],o.bias[2],o.bias[3]??0];const s=void 0!==t.bitmapFormat?t.bitmapFormat:"RGBA",u=void 0!==t.tensorFormat&&void 0!==t.tensorFormat?t.tensorFormat:"RGB",l=n*r,p="RGBA"===u?new Float32Array(4*l):new Float32Array(3*l);let d=4,f=0,h=1,g=2,m=3,b=0,y=l,w=2*l,_=-1;"RGB"===s&&(d=3,f=0,h=1,g=2,m=-1),"RGBA"===u?_=3*l:"RBG"===u?(b=0,w=l,y=2*l):"BGR"===u&&(w=0,y=l,b=2*l);for(let t=0;t<l;t++,f+=d,g+=d,h+=d,m+=d)p[b++]=(e[f]+a[0])/i[0],p[y++]=(e[h]+a[1])/i[1],p[w++]=(e[g]+a[2])/i[2],-1!==_&&-1!==m&&(p[_++]=(e[m]+a[3])/i[3]);return new c("float32",p,"RGBA"===u?[1,4,n,r]:[1,3,n,r])}static async fromImage(e,t){const n="undefined"!=typeof HTMLImageElement&&e instanceof HTMLImageElement,r="undefined"!=typeof ImageData&&e instanceof ImageData,o="undefined"!=typeof ImageBitmap&&e instanceof ImageBitmap,i="string"==typeof e;let a,s=t??{};if(n){const n=document.createElement("canvas");n.width=e.width,n.height=e.height;const r=n.getContext("2d");if(null==r)throw new Error("Can not access image data");{let n=e.height,o=e.width;if(void 0!==t&&void 0!==t.resizedHeight&&void 0!==t.resizedWidth&&(n=t.resizedHeight,o=t.resizedWidth),void 0!==t){if(s=t,void 0!==t.tensorFormat)throw new Error("Image input config format must be RGBA for HTMLImageElement");if(s.tensorFormat="RGBA",void 0!==t.height&&t.height!==n)throw new Error("Image input config height doesn't match HTMLImageElement height");if(s.height=n,void 0!==t.width&&t.width!==o)throw new Error("Image input config width doesn't match HTMLImageElement width");s.width=o}else s.tensorFormat="RGBA",s.height=n,s.width=o;r.drawImage(e,0,0),a=r.getImageData(0,0,o,n).data}}else{if(!r){if(o){if(void 0===t)throw new Error("Please provide image config with format for Imagebitmap");if(void 0!==t.bitmapFormat)throw new Error("Image input config format must be defined for ImageBitmap");const n=document.createElement("canvas").getContext("2d");if(null!=n){const r=e.height,o=e.width;if(n.drawImage(e,0,0,o,r),a=n.getImageData(0,0,o,r).data,void 0!==t){if(void 0!==t.height&&t.height!==r)throw new Error("Image input config height doesn't match ImageBitmap height");if(s.height=r,void 0!==t.width&&t.width!==o)throw new Error("Image input config width doesn't match ImageBitmap width");s.width=o}else s.height=r,s.width=o;return c.bufferToTensor(a,s)}throw new Error("Can not access image data")}if(i)return new Promise(((n,r)=>{const o=document.createElement("canvas"),i=o.getContext("2d");if(!e||!i)return r();const a=new Image;a.crossOrigin="Anonymous",a.src=e,a.onload=()=>{o.width=a.width,o.height=a.height,i.drawImage(a,0,0,o.width,o.height);const e=i.getImageData(0,0,o.width,o.height);if(void 0!==t){if(void 0!==t.height&&t.height!==o.height)throw new Error("Image input config height doesn't match height");if(s.height=o.height,void 0!==t.width&&t.width!==o.width)throw new Error("Image input config width doesn't match width");s.width=o.width}else s.height=o.height,s.width=o.width;n(c.bufferToTensor(e.data,s))}}));throw new Error("Input data provided is not supported - aborted tensor creation")}{const n="RGBA";let r,o;if(void 0!==t&&void 0!==t.resizedWidth&&void 0!==t.resizedHeight?(r=t.resizedHeight,o=t.resizedWidth):(r=e.height,o=e.width),void 0!==t){if(s=t,void 0!==t.bitmapFormat&&t.bitmapFormat!==n)throw new Error("Image input config format must be RGBA for ImageData");s.bitmapFormat="RGBA"}else s.bitmapFormat="RGBA";if(s.height=r,s.width=o,void 0!==t){const t=document.createElement("canvas");t.width=o,t.height=r;const n=t.getContext("2d");if(null==n)throw new Error("Can not access image data");n.putImageData(e,0,0),a=n.getImageData(0,0,o,r).data}else a=e.data}}if(void 0!==a)return c.bufferToTensor(a,s);throw new Error("Input data provided is not supported - aborted tensor creation")}toDataURL(e){const t=document.createElement("canvas");t.width=this.dims[3],t.height=this.dims[2];const n=t.getContext("2d");if(null!=n){let r,o;void 0!==e?.tensorLayout&&"NHWC"===e.tensorLayout?(r=this.dims[2],o=this.dims[3]):(r=this.dims[3],o=this.dims[2]);const i=void 0!==e?.format?e.format:"RGB",a=e?.norm;let s,u;void 0===a||void 0===a.mean?s=[255,255,255,255]:"number"==typeof a.mean?s=[a.mean,a.mean,a.mean,a.mean]:(s=[a.mean[0],a.mean[1],a.mean[2],0],void 0!==a.mean[3]&&(s[3]=a.mean[3])),void 0===a||void 0===a.bias?u=[0,0,0,0]:"number"==typeof a.bias?u=[a.bias,a.bias,a.bias,a.bias]:(u=[a.bias[0],a.bias[1],a.bias[2],0],void 0!==a.bias[3]&&(u[3]=a.bias[3]));const l=o*r;let c=0,p=l,d=2*l,f=-1;"RGBA"===i?(c=0,p=l,d=2*l,f=3*l):"RGB"===i?(c=0,p=l,d=2*l):"RBG"===i&&(c=0,d=l,p=2*l);for(let e=0;e<o;e++)for(let t=0;t<r;t++){const r=(this.data[c++]-u[0])*s[0],o=(this.data[p++]-u[1])*s[1],i=(this.data[d++]-u[2])*s[2],a=-1===f?255:(this.data[f++]-u[3])*s[3];n.fillStyle="rgba("+r+","+o+","+i+","+a+")",n.fillRect(t,e,1,1)}return t.toDataURL()}throw new Error("Can not access image data")}toImageData(e){const t=document.createElement("canvas").getContext("2d");let n;if(null==t)throw new Error("Can not access image data");{let r,o,i;void 0!==e?.tensorLayout&&"NHWC"===e.tensorLayout?(r=this.dims[2],o=this.dims[1],i=this.dims[3]):(r=this.dims[3],o=this.dims[2],i=this.dims[1]);const a=void 0!==e&&void 0!==e.format?e.format:"RGB",s=e?.norm;let u,l;void 0===s||void 0===s.mean?u=[255,255,255,255]:"number"==typeof s.mean?u=[s.mean,s.mean,s.mean,s.mean]:(u=[s.mean[0],s.mean[1],s.mean[2],255],void 0!==s.mean[3]&&(u[3]=s.mean[3])),void 0===s||void 0===s.bias?l=[0,0,0,0]:"number"==typeof s.bias?l=[s.bias,s.bias,s.bias,s.bias]:(l=[s.bias[0],s.bias[1],s.bias[2],0],void 0!==s.bias[3]&&(l[3]=s.bias[3]));const c=o*r;if(void 0!==e){if(void 0!==e.height&&e.height!==o)throw new Error("Image output config height doesn't match tensor height");if(void 0!==e.width&&e.width!==r)throw new Error("Image output config width doesn't match tensor width");if(void 0!==e.format&&4===i&&"RGBA"!==e.format||3===i&&"RGB"!==e.format&&"BGR"!==e.format)throw new Error("Tensor format doesn't match input tensor dims")}const p=4;let d=0,f=1,h=2,g=3,m=0,b=c,y=2*c,w=-1;"RGBA"===a?(m=0,b=c,y=2*c,w=3*c):"RGB"===a?(m=0,b=c,y=2*c):"RBG"===a&&(m=0,y=c,b=2*c),n=t.createImageData(r,o);for(let e=0;e<o*r;d+=p,f+=p,h+=p,g+=p,e++)n.data[d]=(this.data[m++]-l[0])*u[0],n.data[f]=(this.data[b++]-l[1])*u[1],n.data[h]=(this.data[y++]-l[2])*u[2],n.data[g]=-1===w?255:(this.data[w++]-l[3])*u[3]}return n}reshape(e){return new c(this.type,this.data,e)}}const p=c;class d{constructor(e){this.handler=e}async run(e,t,n){const r={};let o={};if("object"!=typeof e||null===e||e instanceof p||Array.isArray(e))throw new TypeError("'feeds' must be an object that use input names as keys and OnnxValue as corresponding values.");let i=!0;if("object"==typeof t){if(null===t)throw new TypeError("Unexpected argument[1]: cannot be null.");if(t instanceof p)throw new TypeError("'fetches' cannot be a Tensor");if(Array.isArray(t)){if(0===t.length)throw new TypeError("'fetches' cannot be an empty array.");i=!1;for(const e of t){if("string"!=typeof e)throw new TypeError("'fetches' must be a string array or an object.");if(-1===this.outputNames.indexOf(e))throw new RangeError(`'fetches' contains invalid output name: ${e}.`);r[e]=null}if("object"==typeof n&&null!==n)o=n;else if(void 0!==n)throw new TypeError("'options' must be an object.")}else{let e=!1;const a=Object.getOwnPropertyNames(t);for(const n of this.outputNames)if(-1!==a.indexOf(n)){const o=t[n];(null===o||o instanceof p)&&(e=!0,i=!1,r[n]=o)}if(e){if("object"==typeof n&&null!==n)o=n;else if(void 0!==n)throw new TypeError("'options' must be an object.")}else o=t}}else if(void 0!==t)throw new TypeError("Unexpected argument[1]: must be 'fetches' or 'options'.");for(const t of this.inputNames)if(void 0===e[t])throw new Error(`input '${t}' is missing in 'feeds'.`);if(i)for(const e of this.outputNames)r[e]=null;const a=await this.handler.run(e,r,o),s={};for(const e in a)Object.hasOwnProperty.call(a,e)&&(s[e]=new p(a[e].type,a[e].data,a[e].dims));return s}static async create(e,t,n,i){let a,s={};if("string"==typeof e){if(a=e,"object"==typeof t&&null!==t)s=t;else if(void 0!==t)throw new TypeError("'options' must be an object.")}else if(e instanceof Uint8Array){if(a=e,"object"==typeof t&&null!==t)s=t;else if(void 0!==t)throw new TypeError("'options' must be an object.")}else{if(!(e instanceof ArrayBuffer||"undefined"!=typeof SharedArrayBuffer&&e instanceof SharedArrayBuffer))throw new TypeError("Unexpected argument[0]: must be 'path' or 'buffer'.");{const r=e;let o=0,u=e.byteLength;if("object"==typeof t&&null!==t)s=t;else if("number"==typeof t){if(o=t,!Number.isSafeInteger(o))throw new RangeError("'byteOffset' must be an integer.");if(o<0||o>=r.byteLength)throw new RangeError(`'byteOffset' is out of range [0, ${r.byteLength}).`);if(u=e.byteLength-o,"number"==typeof n){if(u=n,!Number.isSafeInteger(u))throw new RangeError("'byteLength' must be an integer.");if(u<=0||o+u>r.byteLength)throw new RangeError(`'byteLength' is out of range (0, ${r.byteLength-o}].`);if("object"==typeof i&&null!==i)s=i;else if(void 0!==i)throw new TypeError("'options' must be an object.")}else if(void 0!==n)throw new TypeError("'byteLength' must be a number.")}else if(void 0!==t)throw new TypeError("'options' must be an object.");a=new Uint8Array(r,o,u)}}const u=(s.executionProviders||[]).map((e=>"string"==typeof e?e:e.name)),l=await(async e=>{const t=0===e.length?o:e,n=[];for(const e of t){const t=r[e];if(t){if(t.initialized)return t.backend;if(t.aborted)continue;const r=!!t.initPromise;try{return r||(t.initPromise=t.backend.init()),await t.initPromise,t.initialized=!0,t.backend}catch(o){r||n.push({name:e,err:o}),t.aborted=!0}finally{delete t.initPromise}}}throw new Error(`no available backend found. ERR: ${n.map((e=>`[${e.name}] ${e.err}`)).join(", ")}`)})(u),c=await l.createSessionHandler(a,s);return new d(c)}startProfiling(){this.handler.startProfiling()}endProfiling(){this.handler.endProfiling()}get inputNames(){return this.handler.inputNames}get outputNames(){return this.handler.outputNames}}const f=d},5716:(e,t,n)=>{"use strict";t.R=void 0;const r=n(6027),o=n(1723);t.R=new class{async init(){}async createSessionHandler(e,t){const n=new r.Session(t);return await n.loadModel(e),new o.OnnxjsSessionHandler(n)}}},2818:(e,t,n)=>{"use strict";t.c8=t.rX=void 0;const r=n(8453),o=n(5381),i=n(9544),a=n(6640);t.rX=()=>{if(("number"!=typeof r.env.wasm.initTimeout||r.env.wasm.initTimeout<0)&&(r.env.wasm.initTimeout=0),"boolean"!=typeof r.env.wasm.simd&&(r.env.wasm.simd=!0),"boolean"!=typeof r.env.wasm.proxy&&(r.env.wasm.proxy=!1),"number"!=typeof r.env.wasm.numThreads||!Number.isInteger(r.env.wasm.numThreads)||r.env.wasm.numThreads<=0){const e="undefined"==typeof navigator?(0,o.cpus)().length:navigator.hardwareConcurrency;r.env.wasm.numThreads=Math.min(4,Math.ceil((e||1)/2))}},t.c8=new class{async init(){(0,t.rX)(),await(0,i.initWasm)()}async createSessionHandler(e,t){const n=new a.OnnxruntimeWebAssemblySessionHandler;return await n.loadModel(e,t),Promise.resolve(n)}}},1057:function(e,t,n){"use strict";var r=this&&this.__createBinding||(Object.create?function(e,t,n,r){void 0===r&&(r=n);var o=Object.getOwnPropertyDescriptor(t,n);o&&!("get"in o?!t.__esModule:o.writable||o.configurable)||(o={enumerable:!0,get:function(){return t[n]}}),Object.defineProperty(e,r,o)}:function(e,t,n,r){void 0===r&&(r=n),e[r]=t[n]}),o=this&&this.__exportStar||function(e,t){for(var n in e)"default"===n||Object.prototype.hasOwnProperty.call(t,n)||r(t,e,n)};Object.defineProperty(t,"__esModule",{value:!0}),o(n(8453),t);const i=n(8453);{const e=n(5716).R;(0,i.registerBackend)("webgl",e,-10)}{const e=n(2818).c8;(0,i.registerBackend)("cpu",e,10),(0,i.registerBackend)("wasm",e,10),(0,i.registerBackend)("xnnpack",e,9)}},4910:(e,t)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.createAttributeWithCacheKey=void 0;class n{constructor(e){Object.assign(this,e)}get cacheKey(){return this._cacheKey||(this._cacheKey=Object.getOwnPropertyNames(this).sort().map((e=>`${this[e]}`)).join(";")),this._cacheKey}}t.createAttributeWithCacheKey=e=>new n(e)},6874:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.Attribute=void 0;const r=n(1446),o=n(1287),i=n(9240),a=n(7273);var s=o.onnxruntime.experimental.fbs;class u{constructor(e){if(this._attributes=new Map,null!=e){for(const t of e)t instanceof r.onnx.AttributeProto?this._attributes.set(t.name,[u.getValue(t),u.getType(t)]):t instanceof s.Attribute&&this._attributes.set(t.name(),[u.getValue(t),u.getType(t)]);if(this._attributes.size<e.length)throw new Error("duplicated attribute names")}}set(e,t,n){this._attributes.set(e,[n,t])}delete(e){this._attributes.delete(e)}getFloat(e,t){return this.get(e,"float",t)}getInt(e,t){return this.get(e,"int",t)}getString(e,t){return this.get(e,"string",t)}getTensor(e,t){return this.get(e,"tensor",t)}getFloats(e,t){return this.get(e,"floats",t)}getInts(e,t){return this.get(e,"ints",t)}getStrings(e,t){return this.get(e,"strings",t)}getTensors(e,t){return this.get(e,"tensors",t)}get(e,t,n){const r=this._attributes.get(e);if(void 0===r){if(void 0!==n)return n;throw new Error(`required attribute not found: ${e}`)}if(r[1]!==t)throw new Error(`type mismatch: expected ${t} but got ${r[1]}`);return r[0]}static getType(e){const t=e instanceof r.onnx.AttributeProto?e.type:e.type();switch(t){case r.onnx.AttributeProto.AttributeType.FLOAT:return"float";case r.onnx.AttributeProto.AttributeType.INT:return"int";case r.onnx.AttributeProto.AttributeType.STRING:return"string";case r.onnx.AttributeProto.AttributeType.TENSOR:return"tensor";case r.onnx.AttributeProto.AttributeType.FLOATS:return"floats";case r.onnx.AttributeProto.AttributeType.INTS:return"ints";case r.onnx.AttributeProto.AttributeType.STRINGS:return"strings";case r.onnx.AttributeProto.AttributeType.TENSORS:return"tensors";default:throw new Error(`attribute type is not supported yet: ${r.onnx.AttributeProto.AttributeType[t]}`)}}static getValue(e){const t=e instanceof r.onnx.AttributeProto?e.type:e.type();if(t===r.onnx.AttributeProto.AttributeType.GRAPH||t===r.onnx.AttributeProto.AttributeType.GRAPHS)throw new Error("graph attribute is not supported yet");const n=this.getValueNoCheck(e);if(t===r.onnx.AttributeProto.AttributeType.INT&&a.LongUtil.isLong(n))return a.LongUtil.longToNumber(n);if(t===r.onnx.AttributeProto.AttributeType.INTS){const e=n,t=new Array(e.length);for(let n=0;n<e.length;n++){const r=e[n];t[n]=a.LongUtil.longToNumber(r)}return t}if(t===r.onnx.AttributeProto.AttributeType.TENSOR)return e instanceof r.onnx.AttributeProto?i.Tensor.fromProto(n):i.Tensor.fromOrtTensor(n);if(t===r.onnx.AttributeProto.AttributeType.TENSORS){if(e instanceof r.onnx.AttributeProto)return n.map((e=>i.Tensor.fromProto(e)));if(e instanceof s.Attribute)return n.map((e=>i.Tensor.fromOrtTensor(e)))}if(t===r.onnx.AttributeProto.AttributeType.STRING&&e instanceof r.onnx.AttributeProto){const e=n;return(0,a.decodeUtf8String)(e)}return t===r.onnx.AttributeProto.AttributeType.STRINGS&&e instanceof r.onnx.AttributeProto?n.map(a.decodeUtf8String):n}static getValueNoCheck(e){return e instanceof r.onnx.AttributeProto?this.getValueNoCheckFromOnnxFormat(e):this.getValueNoCheckFromOrtFormat(e)}static getValueNoCheckFromOnnxFormat(e){switch(e.type){case r.onnx.AttributeProto.AttributeType.FLOAT:return e.f;case r.onnx.AttributeProto.AttributeType.INT:return e.i;case r.onnx.AttributeProto.AttributeType.STRING:return e.s;case r.onnx.AttributeProto.AttributeType.TENSOR:return e.t;case r.onnx.AttributeProto.AttributeType.GRAPH:return e.g;case r.onnx.AttributeProto.AttributeType.FLOATS:return e.floats;case r.onnx.AttributeProto.AttributeType.INTS:return e.ints;case r.onnx.AttributeProto.AttributeType.STRINGS:return e.strings;case r.onnx.AttributeProto.AttributeType.TENSORS:return e.tensors;case r.onnx.AttributeProto.AttributeType.GRAPHS:return e.graphs;default:throw new Error(`unsupported attribute type: ${r.onnx.AttributeProto.AttributeType[e.type]}`)}}static getValueNoCheckFromOrtFormat(e){switch(e.type()){case s.AttributeType.FLOAT:return e.f();case s.AttributeType.INT:return e.i();case s.AttributeType.STRING:return e.s();case s.AttributeType.TENSOR:return e.t();case s.AttributeType.GRAPH:return e.g();case s.AttributeType.FLOATS:return e.floatsArray();case s.AttributeType.INTS:{const t=[];for(let n=0;n<e.intsLength();n++)t.push(e.ints(n));return t}case s.AttributeType.STRINGS:{const t=[];for(let n=0;n<e.stringsLength();n++)t.push(e.strings(n));return t}case s.AttributeType.TENSORS:{const t=[];for(let n=0;n<e.tensorsLength();n++)t.push(e.tensors(n));return t}default:throw new Error(`unsupported attribute type: ${s.AttributeType[e.type()]}`)}}}t.Attribute=u},1975:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.resolveBackend=t.backend=void 0;const r=n(4418),o=new Map;async function i(e){const n=t.backend;if(void 0!==n[e]&&function(e){const t=e;return"initialize"in t&&"function"==typeof t.initialize&&"createSessionHandler"in t&&"function"==typeof t.createSessionHandler&&"dispose"in t&&"function"==typeof t.dispose}(n[e])){const t=n[e];let r=t.initialize();if("object"==typeof r&&"then"in r&&(r=await r),r)return o.set(e,t),t}}t.backend={webgl:new r.WebGLBackend},t.resolveBackend=async function e(t){if(!t)return e(["webgl"]);{const e="string"==typeof t?[t]:t;for(const t of e){const e=o.get(t);if(e)return e;const n=await i(t);if(n)return n}}throw new Error("no available backend to use")}},4418:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.WebGLBackend=void 0;const r=n(8453),o=n(1315),i=n(2171),a=n(3389);t.WebGLBackend=class{get contextId(){return r.env.webgl.contextId}set contextId(e){r.env.webgl.contextId=e}get matmulMaxBatchSize(){return r.env.webgl.matmulMaxBatchSize}set matmulMaxBatchSize(e){r.env.webgl.matmulMaxBatchSize=e}get textureCacheMode(){return r.env.webgl.textureCacheMode}set textureCacheMode(e){r.env.webgl.textureCacheMode=e}get pack(){return r.env.webgl.pack}set pack(e){r.env.webgl.pack=e}get async(){return r.env.webgl.async}set async(e){r.env.webgl.async=e}initialize(){try{return this.glContext=(0,a.createWebGLContext)(this.contextId),"number"!=typeof this.matmulMaxBatchSize&&(this.matmulMaxBatchSize=16),"string"!=typeof this.textureCacheMode&&(this.textureCacheMode="full"),"boolean"!=typeof this.pack&&(this.pack=!1),"boolean"!=typeof this.async&&(this.async=!1),o.Logger.setWithEnv(r.env),o.Logger.verbose("WebGLBackend",`Created WebGLContext: ${typeof this.glContext} with matmulMaxBatchSize: ${this.matmulMaxBatchSize}; textureCacheMode: ${this.textureCacheMode}; pack: ${this.pack}; async: ${this.async}.`),!0}catch(e){return o.Logger.warning("WebGLBackend",`Unable to initialize WebGLBackend. ${e}`),!1}}createSessionHandler(e){return new i.WebGLSessionHandler(this,e)}dispose(){this.glContext.dispose()}}},6859:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.CoordsGlslLib=void 0;const r=n(7273),o=n(1997),i=n(6757),a=n(7618),s=n(432);class u extends o.GlslLib{constructor(e){super(e)}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 o.GlslLibRoutine("\n      vec2 offsetToCoords(int offset, int width, int height) {\n        int t = offset / width;\n        int s = offset - t*width;\n        vec2 coords = (vec2(s,t) + vec2(0.5,0.5)) / vec2(width, height);\n        return coords;\n      }\n      ")}}coordsToOffset(){return{coordsToOffset:new o.GlslLibRoutine("\n      int coordsToOffset(vec2 coords, int width, int height) {\n        float s = coords.s * float(width);\n        float t = coords.t * float(height);\n        int offset = int(t) * width + int(s);\n        return offset;\n      }\n      ")}}getOutputSamplingSnippet(){const e=this.context.outputTextureLayout;return e.isPacked?this.getPackedOutputSamplingSnippet(e):this.getUnpackedOutputSamplingSnippet(e)}getPackedOutputSamplingSnippet(e){const t=e.unpackedShape,n=[e.width,e.height],r={},a="getOutputCoords";switch(t.length){case 0:r[a]=this.getOutputScalarCoords();break;case 1:r[a]=this.getOutputPacked1DCoords(t,n);break;case 2:r[a]=this.getOutputPacked2DCoords(t,n);break;case 3:r[a]=this.getOutputPacked3DCoords(t,n);break;default:r[a]=this.getOutputPackedNDCoords(t,n)}const s=`\n      void setOutput(vec4 val) {\n        ${(0,i.getGlsl)(this.context.glContext.version).output} = val;\n      }\n    `;return r.floatTextureSetRGBA=new o.GlslLibRoutine(s),r}getUnpackedOutputSamplingSnippet(e){const t=e.unpackedShape,n=[e.width,e.height],r={},a="getOutputCoords";switch(t.length){case 0:r[a]=this.getOutputScalarCoords();break;case 1:r[a]=this.getOutputUnpacked1DCoords(t,n);break;case 2:r[a]=this.getOutputUnpacked2DCoords(t,n);break;case 3:r[a]=this.getOutputUnpacked3DCoords(t,n);break;case 4:r[a]=this.getOutputUnpacked4DCoords(t,n);break;case 5:r[a]=this.getOutputUnpacked5DCoords(t,n);break;case 6:r[a]=this.getOutputUnpacked6DCoords(t,n);break;default:throw new Error(`Unsupported output dimensionality: ${t.length}`)}const s=`\n        void setOutput(float val) {\n          ${(0,i.getGlsl)(this.context.glContext.version).output} = vec4(val, 0, 0, 0);\n        }\n    `;return r.floatTextureSetR=new o.GlslLibRoutine(s),r}getOutputScalarCoords(){return new o.GlslLibRoutine("\n      int getOutputCoords() {\n        return 0;\n      }\n    ")}getOutputPacked1DCoords(e,t){const n=t;let r="";return 1===n[0]?(r=`\n          int getOutputCoords() {\n            return 2 * int(TexCoords.y * ${n[1]}.0);\n          }\n        `,new o.GlslLibRoutine(r)):1===n[1]?(r=`\n          int getOutputCoords() {\n            return 2 * int(TexCoords.x * ${n[0]}.0);\n          }\n        `,new o.GlslLibRoutine(r)):(r=`\n        int getOutputCoords() {\n          ivec2 resTexRC = ivec2(TexCoords.xy *\n                                 vec2(${n[0]}, ${n[1]}));\n          return 2 * (resTexRC.y * ${n[0]} + resTexRC.x);\n        }\n      `,new o.GlslLibRoutine(r))}getOutputPacked2DCoords(e,t){let n="";if(r.ArrayUtil.arraysEqual(e,t))return n=`\n        ivec2 getOutputCoords() {\n          return 2 * ivec2(TexCoords.xy * vec2(${t[0]}, ${t[1]}));\n        }\n      `,new o.GlslLibRoutine(n);const i=t,a=Math.ceil(e[1]/2);return n=`\n        ivec2 getOutputCoords() {\n          ivec2 resTexRC = ivec2(TexCoords.xy *\n                                vec2(${i[0]}, ${i[1]}));\n\n          int index = resTexRC.y * ${i[0]} + resTexRC.x;\n\n          // reverse r and c order for packed texture\n          int r = imod(index, ${a}) * 2;\n          int c = 2 * (index / ${a});\n\n          return ivec2(r, c);\n        }\n      `,new o.GlslLibRoutine(n)}getOutputPacked3DCoords(e,t){const n=[t[0],t[1]],r=Math.ceil(e[2]/2),i=r*Math.ceil(e[1]/2),a=`\n        ivec3 getOutputCoords() {\n          ivec2 resTexRC = ivec2(TexCoords.xy *\n                                vec2(${n[0]}, ${n[1]}));\n          int index = resTexRC.y * ${n[0]} + resTexRC.x;\n\n          int b = index / ${i};\n          index -= b * ${i};\n\n          // reverse r and c order for packed texture\n          int r = imod(index, ${r}) * 2;\n          int c = 2 * (index / ${r});\n\n          return ivec3(b, r, c);\n        }\n      `;return new o.GlslLibRoutine(a)}getOutputPackedNDCoords(e,t){const n=[t[0],t[1]],r=Math.ceil(e[e.length-1]/2),i=r*Math.ceil(e[e.length-2]/2);let a=i,s="",u="b, r, c";for(let t=2;t<e.length-1;t++)a*=e[e.length-t-1],s=`\n      int b${t} = index / ${a};\n      index -= b${t} * ${a};\n    `+s,u=`b${t}, `+u;const l=`\n      ivec${e.length} getOutputCoords() {\n        ivec2 resTexRC = ivec2(TexCoords.xy *\n                              vec2(${n[0]}, ${n[1]}));\n        int index = resTexRC.y * ${n[0]} + resTexRC.x;\n\n        ${s}\n\n        int b = index / ${i};\n        index -= b * ${i};\n\n        // reverse r and c order for packed texture\n        int r = imod(index, ${r}) * 2;\n        int c = 2 * (index / ${r});\n\n        return ivec${e.length}(${u});\n      }\n    `;return new o.GlslLibRoutine(l)}getOutputUnpacked1DCoords(e,t){const n=`\n        int getOutputCoords() {\n          ivec2 resTexRC = ivec2(TexCoords.xy *\n                                vec2(${t[0]}, ${t[1]}));\n          return resTexRC.y * ${t[0]} + resTexRC.x;\n        }\n      `;return new o.GlslLibRoutine(n)}getOutputUnpacked2DCoords(e,t){const n=`\n        ivec2 getOutputCoords() {\n          ivec2 resTexRC = ivec2(TexCoords.xy *\n                                vec2(${t[0]}, ${t[1]}));\n          int index = resTexRC.y * ${t[0]} + resTexRC.x;\n          int r = index / ${e[1]};\n          int c = index - r * ${e[1]};\n          return ivec2(r, c);\n        }\n      `;return new o.GlslLibRoutine(n)}getOutputUnpacked3DCoords(e,t){let n="";const r=e.length;let i=null;r<2&&(i=[]),i=new Array(r-1),i[r-2]=e[r-1];for(let t=r-3;t>=0;--t)i[t]=i[t+1]*e[t+1];const a=["r","c","d"],s=i.map(((e,t)=>`int ${a[t]} = index / ${e}; ${t===i.length-1?`int ${a[t+1]} = index - ${a[t]} * ${e}`:`index -= ${a[t]} * ${e}`};`)).join("");return n=`\n        ivec3 getOutputCoords() {\n          ivec2 resTexRC = ivec2(TexCoords.xy *\n                                vec2(${t[0]}, ${t[1]}));\n          int index = resTexRC.y * ${t[0]} + resTexRC.x;\n          ${s}\n          return ivec3(r, c, d);\n        }\n      `,new o.GlslLibRoutine(n)}getOutputUnpacked4DCoords(e,t){let n="";const r=e.length;let i=null;r<2&&(i=[]),i=new Array(r-1),i[r-2]=e[r-1];for(let t=r-3;t>=0;--t)i[t]=i[t+1]*e[t+1];const a=["r","c","d","d2"],s=i.map(((e,t)=>`int ${a[t]} = index / ${e}; ${t===i.length-1?`int ${a[t+1]} = index - ${a[t]} * ${e}`:`index -= ${a[t]} * ${e}`};`)).join("");return n=`\n      ivec4 getOutputCoords() {\n          ivec2 resTexRC = ivec2(TexCoords.xy *\n                                vec2(${t[0]}, ${t[1]}));\n          int index = resTexRC.y * ${t[0]} + resTexRC.x;\n          ${s}\n          return ivec4(r, c, d, d2);\n        }\n      `,new o.GlslLibRoutine(n)}getOutputUnpacked5DCoords(e,t){let n="";const r=e.length;let i=null;r<2&&(i=[]),i=new Array(r-1),i[r-2]=e[r-1];for(let t=r-3;t>=0;--t)i[t]=i[t+1]*e[t+1];const a=["r","c","d","d2","d3"],s=i.map(((e,t)=>`int ${a[t]} = index / ${e}; ${t===i.length-1?`int ${a[t+1]} = index - ${a[t]} * ${e}`:`index -= ${a[t]} * ${e}`};`)).join("");return n=`\n      ivec5 getOutputCoords() {\n          ivec2 resTexRC = ivec2(TexCoords.xy *\n                                vec2(${t[0]}, ${t[1]}));\n          int index = resTexRC.y * ${t[0]} + resTexRC.x;\n          ${s}\n          return ivec5(r, c, d, d2, d3);\n        }\n      `,new o.GlslLibRoutine(n)}getOutputUnpacked6DCoords(e,t){let n="";const r=e.length;let i=null;r<2&&(i=[]),i=new Array(r-1),i[r-2]=e[r-1];for(let t=r-3;t>=0;--t)i[t]=i[t+1]*e[t+1];const a=["r","c","d","d2","d3","d4"],s=i.map(((e,t)=>`int ${a[t]} = index / ${e}; ${t===i.length-1?`int ${a[t+1]} = index - ${a[t]} * ${e}`:`index -= ${a[t]} * ${e}`};`)).join("");return n=`\n     ivec6 getOutputCoords() {\n         ivec2 resTexRC = ivec2(TexCoords.xy *\n                               vec2(${t[0]}, ${t[1]}));\n         int index = resTexRC.y * ${t[0]} + resTexRC.x;\n         ${s}\n         return ivec6(r, c, d, d2, d3, d4);\n       }\n     `,new o.GlslLibRoutine(n)}getCommonUtilFuncs(){const e={};let t="uvFromFlat";e[t]=new o.GlslLibRoutine("\n    vec2 uvFromFlat(int texNumR, int texNumC, int index) {\n      int texC = index / texNumR;\n      int texR = index - texC * texNumR;\n      // TODO: swap texR, texC order in following function so row is corresponding to u and column is corresponding to\n      //       v.\n      return (vec2(texR, texC) + halfCR) / vec2(texNumR, texNumC);\n    }\n    "),t="packedUVfrom1D",e[t]=new o.GlslLibRoutine("\n      vec2 packedUVfrom1D(int texNumR, int texNumC, int index) {\n        int texelIndex = index / 2;\n        int texR = texelIndex / texNumC;\n        int texC = texelIndex - texR * texNumC;\n        return (vec2(texC, texR) + halfCR) / vec2(texNumC, texNumR);\n      }\n      "),t="packedUVfrom2D",e[t]=new o.GlslLibRoutine("\n      vec2 packedUVfrom2D(int texNumR, int texNumC, int texelsInLogicalRow, int row, int col) {\n        int texelIndex = (row / 2) * texelsInLogicalRow + (col / 2);\n        int texR = texelIndex / texNumC;\n        int texC = texelIndex - texR * texNumC;\n        return (vec2(texC, texR) + halfCR) / vec2(texNumC, texNumR);\n      }\n      "),t="packedUVfrom3D",e[t]=new o.GlslLibRoutine("\n      vec2 packedUVfrom3D(int texNumR, int texNumC,\n          int texelsInBatch, int texelsInLogicalRow, int b,\n          int row, int col) {\n        int index = b * texelsInBatch + (row / 2) * texelsInLogicalRow + (col / 2);\n        int texR = index / texNumC;\n        int texC = index - texR * texNumC;\n        return (vec2(texC, texR) + halfCR) / vec2(texNumC, texNumR);\n      }\n      "),t="sampleTexture";const n=(0,i.getGlsl)(this.context.glContext.version);return e[t]=new o.GlslLibRoutine(`\n        float sampleTexture(sampler2D textureSampler, vec2 uv) {\n            return ${n.texture2D}(textureSampler, uv).r;\n        }`),e}getInputsSamplingSnippets(){const e={},t=this.context.outputTextureLayout;return this.context.programInfo.inputNames.forEach(((n,r)=>{const o=this.context.inputTextureLayouts[r],i=(0,s.generateShaderFuncNameFromInputSamplerName)(n);o.isPacked?e[i]=this.getPackedSamplerFromInput(i,n,o):e[i]=this.getUnpackedSamplerFromInput(i,n,o);const a=(0,s.generateShaderFuncNameFromInputSamplerNameAtOutCoords)(n);o.unpackedShape.length<=t.unpackedShape.length&&(o.isPacked?e[a]=this.getPackedSamplerAtOutputCoords(a,o,t,n):e[a]=this.getUnpackedSamplerAtOutputCoords(a,o,t,n))})),e}getPackedSamplerAtOutputCoords(e,t,n,i){const a=t.unpackedShape,u=n.unpackedShape,l=i,c=(0,s.generateShaderFuncNameFromInputSamplerName)(l),p=a.length,d=u.length,f=r.BroadcastUtil.getBroadcastDims(a,u),h=(0,s.getCoordsDataType)(d),g=d-p;let m;const b=(0,s.getGlChannels)();m=0===p?"":d<2&&f.length>=1?"coords = 0;":f.map((e=>`coords.${b[e+g]} = 0;`)).join("\n");let y="";y=d<2&&p>0?"coords":a.map(((e,t)=>`coords.${b[t+g]}`)).join(", ");let w="return outputValue;";const _=1===r.ShapeUtil.size(a),v=1===r.ShapeUtil.size(u);if(1!==p||_||v){if(_&&!v)w=1===d?"\n          return vec4(outputValue.x, outputValue.x, 0., 0.);\n        ":"\n          return vec4(outputValue.x);\n        ";else if(f.length){const e=p-2,t=p-1;f.indexOf(e)>-1&&f.indexOf(t)>-1?w="return vec4(outputValue.x);":f.indexOf(e)>-1?w="return vec4(outputValue.x, outputValue.y, outputValue.x, outputValue.y);":f.indexOf(t)>-1&&(w="return vec4(outputValue.xx, outputValue.zz);")}}else w="\n        return vec4(outputValue.xy, outputValue.xy);\n      ";const x=`\n      vec4 ${e}() {\n        ${h} coords = getOutputCoords();\n        \n        int lastDim = coords.${b[d-1]};\n        coords.${b[d-1]} = coords.${b[d-2]};\n        coords.${b[d-2]} = lastDim;\n      \n        ${m}\n        vec4 outputValue = ${c}(${y});\n        ${w}\n      }\n    `;return new o.GlslLibRoutine(x,["coordinates.getOutputCoords"])}getUnpackedSamplerAtOutputCoords(e,t,n,i){const a=[n.width,n.height],u=[t.width,t.height],l=t.unpackedShape.length,c=n.unpackedShape.length,p=t.unpackedShape,d=n.unpackedShape,f=(0,s.generateShaderFuncNameFromInputSamplerName)(i);if(l===c&&r.ArrayUtil.arraysEqual(u,a)){const t=`\n          float ${e}() {\n            return sampleTexture(${i}, TexCoords);\n          }\n        `;return new o.GlslLibRoutine(t,["coordinates.sampleTexture"])}const h=(0,s.getCoordsDataType)(c),g=r.BroadcastUtil.getBroadcastDims(p,d),m=c-l;let b;const y=(0,s.getGlChannels)();b=0===l?"":c<2&&g.length>=1?"coords = 0;":g.map((e=>`coords.${y[e+m]} = 0;`)).join("\n");let w="";w=c<2&&l>0?"coords":t.unpackedShape.map(((e,t)=>`coords.${y[t+m]}`)).join(", ");const _=`\n        float ${e}() {\n          ${h} coords = getOutputCoords();\n          ${b}\n          return ${f}(${w});\n        }\n      `;return new o.GlslLibRoutine(_,["coordinates.getOutputCoords"])}getPackedSamplerFromInput(e,t,n){switch(n.unpackedShape.length){case 0:return this.getPackedSamplerScalar(e,t);case 1:return this.getPackedSampler1D(e,t,n);case 2:return this.getPackedSampler2D(e,t,n);case 3:return this.getPackedSampler3D(e,t,n);default:return this.getPackedSamplerND(e,t,n)}}getUnpackedSamplerFromInput(e,t,n){const r=n.unpackedShape;switch(r.length){case 0:return this.getUnpackedSamplerScalar(e,t,n);case 1:return this.getUnpackedSampler1D(e,t,n);case 2:return this.getUnpackedSampler2D(e,t,n);case 3:return this.getUnpackedSampler3D(e,t,n);case 4:return this.getUnpackedSampler4D(e,t,n);case 5:return this.getUnpackedSampler5D(e,t,n);case 6:return this.getUnpackedSampler6D(e,t,n);default:throw new Error(`Unsupported dimension ${r.length}-D`)}}getPackedSamplerScalar(e,t){const n=`\n          vec4 ${e}() {\n            return ${(0,i.getGlsl)(this.context.glContext.version).texture2D}(${t}, halfCR);\n          }\n        `;return new o.GlslLibRoutine(n)}getPackedSampler1D(e,t,n){const r=[n.width,n.height],a=[r[1],r[0]],s=(0,i.getGlsl)(this.context.glContext.version),u=`vec4 ${e}(int index) {\n      vec2 uv = packedUVfrom1D(\n      ${a[0]}, ${a[1]}, index);\n      return ${s.texture2D}(${t}, uv);\n    }`;return new o.GlslLibRoutine(u,["coordinates.packedUVfrom1D"])}getPackedSampler2D(e,t,n){const a=n.unpackedShape,s=[n.width,n.height],u=(0,i.getGlsl)(this.context.glContext.version),l=s[0],c=s[1];if(null!=s&&r.ArrayUtil.arraysEqual(a,s)){const n=`vec4 ${e}(int row, int col) {\n        vec2 uv = (vec2(col, row) + halfCR) / vec2(${c}.0, ${l}.0);\n        return ${u.texture2D}(${t}, uv);\n      }`;return new o.GlslLibRoutine(n)}const p=s,d=Math.ceil(a[1]/2),f=`vec4 ${e}(int row, int col) {\n      vec2 uv = packedUVfrom2D(${p[1]}, ${p[0]}, ${d}, row, col);\n      return ${u.texture2D}(${t}, uv);\n    }`;return new o.GlslLibRoutine(f,["coordinates.packedUVfrom2D"])}getPackedSampler3D(e,t,n){const r=n.unpackedShape,a=[n.width,n.height],u=[a[0],a[1]],l=(0,i.getGlsl)(this.context.glContext.version);if(1===r[0]){const i=r.slice(1),a=[1,2],u=(0,s.squeezeInputShape)(r,i),l=["b","row","col"],c=JSON.parse(JSON.stringify(n));c.unpackedShape=u;const p=this.getPackedSamplerFromInput(e,t,c),d=`${p.routineBody}\n      vec4 ${e}(int b, int row, int col) {\n        return ${e}(${(0,s.getSqueezedParams)(l,a)});\n      } `;return new o.GlslLibRoutine(d,p.dependencies)}const c=u[0],p=u[1],d=Math.ceil(r[2]/2),f=`vec4 ${e}(int b, int row, int col) {\n      vec2 uv = packedUVfrom3D(\n        ${p}, ${c}, ${d*Math.ceil(r[1]/2)}, ${d}, b, row, col);\n      return ${l.texture2D}(${t}, uv);}`;return new o.GlslLibRoutine(f,["coordinates.packedUVfrom3D"])}getPackedSamplerND(e,t,n){const r=n.unpackedShape,a=r.length,s=[n.width,n.height],u=(0,i.getGlsl)(this.context.glContext.version),l=[s[0],s[1]],c=l[1],p=l[0],d=Math.ceil(r[a-1]/2);let f=d*Math.ceil(r[a-2]/2),h="int b, int row, int col",g=`b * ${f} + (row / 2) * ${d} + (col / 2)`;for(let e=2;e<a-1;e++)h=`int b${e}, `+h,f*=r[a-e-1],g=`b${e} * ${f} + `+g;const m=`vec4 ${e}(${h}) {\n      int index = ${g};\n      int texR = index / ${p};\n      int texC = index - texR * ${p};\n      vec2 uv = (vec2(texC, texR) + halfCR) / vec2(${p}, ${c});\n      return ${u.texture2D}(${t}, uv);\n    }`;return new o.GlslLibRoutine(m)}getUnpackedSamplerScalar(e,t,n){const[r,i]=[n.width,n.height];if(1===r&&1===i){const n=`\n          float ${e}() {\n            return sampleTexture(${t}, halfCR);\n          }\n        `;return new o.GlslLibRoutine(n,["coordinates.sampleTexture"])}const a=`\n        float ${e}() {\n          int offset_${t} = coordsToOffset(TexCoords, ${r}, ${i});\n          vec2 uv = uvFromFlat(${r}, ${i}, offset_${t});\n          return sampleTexture(${t}, uv);\n        }\n      `;return new o.GlslLibRoutine(a,["coordinates.uvFromFlat","coordinates.sampleTexture","coordinates.coordsToOffset"])}getUnpackedSampler1D(e,t,n){const r=n.width,i=n.height;if(1===i&&1===r){const n=`\n        float ${e}(int index) {\n          return sampleTexture(${t}, halfCR);\n        }\n      `;return new o.GlslLibRoutine(n,["coordinates.sampleTexture"])}if(1===i){const n=`\n          float ${e}(int index) {\n            vec2 uv = vec2((float(index) + 0.5) / ${r}.0, 0.5);\n            return sampleTexture(${t}, uv);\n          }\n        `;return new o.GlslLibRoutine(n,["coordinates.sampleTexture"])}if(1===r){const n=`\n          float ${e}(int index) {\n            vec2 uv = vec2(0.5, (float(index) + 0.5) / ${i}.0);\n            return sampleTexture(${t}, uv);\n          }\n        `;return new o.GlslLibRoutine(n,["coordinates.sampleTexture"])}const a=`\n        float ${e}(int index) {\n          vec2 uv = uvFromFlat(${r}, ${i}, index);\n          return sampleTexture(${t}, uv);\n        }\n      `;return new o.GlslLibRoutine(a,["coordinates.uvFromFlat","coordinates.sampleTexture"])}getUnpackedSampler2D(e,t,n){const i=n.unpackedShape,u=[n.height,n.width];if(null!=u&&r.ArrayUtil.arraysEqual(i,u)){const n=`\n          float ${e}(int row, int col) {\n            vec2 uv = (vec2(row, col) + halfCR) / vec2(${u[1]}.0, ${u[0]}.0);\n            return sampleTexture(${t}, uv);\n          }\n        `;return new o.GlslLibRoutine(n,["coordinates.sampleTexture"])}const{newShape:l,keptDims:c}=(0,a.squeezeShape)(i),p=l;if(p.length<i.length){const r=(0,s.squeezeInputShape)(i,p),a=JSON.parse(JSON.stringify(n));a.unpackedShape=r;const u=["col","row"],l=`\n          ${this.getUnpackedSamplerFromInput(e,t,a).routineBody}\n          float ${e}(int row, int col) {\n            return ${e}(${(0,s.getSqueezedParams)(u,c)});\n          }\n        `;return new o.GlslLibRoutine(l,["coordinates.sampleTexture"])}const d=u[1],f=u[0];if(1===f){const n=`\n          float ${e}(int row, int col) {\n            int offset_${t} = coordsToOffset(TexCoords, ${d}, ${f});\n            float index = dot(vec3(row, col, offset_${t}), vec3(${i[1]}, 1, 1));\n            vec2 uv = vec2(0.5, (index + 0.5) / ${d}.0);\n            return sampleTexture(${t}, uv);\n          }\n        `;return new o.GlslLibRoutine(n,["coordinates.sampleTexture","coordinates.coordsToOffset"])}if(1===d){const n=`\n          float ${e}(int row, int col) {\n            int offset_${t} = coordsToOffset(TexCoords, ${d}, ${f});\n            float index = dot(vec3(row, col, offset_${t}), vec3(${i[1]}, 1, 1));\n            vec2 uv = vec2((index + 0.5) / ${f}.0, 0.5);\n            return sampleTexture(${t}, uv);\n          }\n        `;return new o.GlslLibRoutine(n,["coordinates.sampleTexture","coordinates.coordsToOffset"])}const h=`\n        float ${e}(int row, int col) {\n          int index = col * ${i[1]} + row;\n          vec2 uv = uvFromFlat(${d}, ${f}, index);\n          return sampleTexture(${t}, uv);\n        }\n      `;return new o.GlslLibRoutine(h,["coordinates.uvFromFlat","coordinates.sampleTexture","coordinates.coordsToOffset"])}getUnpackedSampler3D(e,t,n){const r=n.unpackedShape,i=r[1]*r[2],u=r[2],{newShape:l,keptDims:c}=(0,a.squeezeShape)(r),p=l;if(p.length<r.length){const i=(0,s.squeezeInputShape)(r,p),a=["batch","col","row"],u=JSON.parse(JSON.stringify(n));u.unpackedShape=i;const l=this.getUnpackedSamplerFromInput(e,t,u),d=c.reverse(),f=`\n          ${l.routineBody}\n          float ${e}(int batch, int row, int col) {\n            return ${e}(${(0,s.getSqueezedParams)(a,d)});\n          }\n        `;return new o.GlslLibRoutine(f,l.dependencies)}const d=`\n          float ${e}(int depth, int row, int col) {\n            // Explicitly use integer operations as dot() only works on floats.\n            int index = depth * ${i} + col * ${u} + row;\n            vec2 uv = uvFromFlat(${n.width}, ${n.height}, index);\n            return sampleTexture(${t}, uv);\n          }\n      `;return new o.GlslLibRoutine(d,["coordinates.uvFromFlat","coordinates.sampleTexture","coordinates.coordsToOffset"])}getUnpackedSampler4D(e,t,n){const r=n.unpackedShape,i=r[3],a=r[2]*i,s=`\n        float ${e}(int row, int col, int depth, int depth2) {\n          int index = row * ${r[1]*a} + col * ${a} +\n              depth2 * ${i} + depth;\n          vec2 uv = uvFromFlat(${n.width}, ${n.height}, index);\n          return sampleTexture(${t}, uv);\n        }\n      `;return new o.GlslLibRoutine(s,["coordinates.uvFromFlat","coordinates.sampleTexture"])}getUnpackedSampler5D(e,t,n){const r=n.unpackedShape,i=r[4],u=r[3]*i,l=r[2]*u,c=r[1]*l,{newShape:p,keptDims:d}=(0,a.squeezeShape)(r);if(p.length<r.length){const i=(0,s.squeezeInputShape)(r,p),a=["row","col","depth","depth2","depth3"],u=JSON.parse(JSON.stringify(n));u.unpackedShape=i;const l=`\n          ${this.getUnpackedSamplerFromInput(e,t,u).routineBody}\n          float ${e}(int row, int col, int depth, int depth2, int depth3) {\n            return ${e}(${(0,s.getSqueezedParams)(a,d)});\n          }\n        `;return new o.GlslLibRoutine(l,["coordinates.sampleTexture","coordinates.uvFromFlat"])}const f=`\n        float ${e}(int row, int col, int depth, int depth2, int depth3) {\n          int index = row * ${c} + col * ${l} + depth * ${u} +\n          depth3 * ${i} + depth2;\n          vec2 uv = uvFromFlat(${n.width}, ${n.height}, index);\n          return sampleTexture(${t}, uv);\n        }\n      `;return new o.GlslLibRoutine(f,["coordinates.sampleTexture","coordinates.uvFromFlat"])}getUnpackedSampler6D(e,t,n){const r=n.unpackedShape,i=r[5],u=r[4]*i,l=r[3]*u,c=r[2]*l,p=r[1]*c,{newShape:d,keptDims:f}=(0,a.squeezeShape)(r);if(d.length<r.length){const i=(0,s.squeezeInputShape)(r,d),a=["row","col","depth","depth2","depth3","depth4"],u=JSON.parse(JSON.stringify(n));u.unpackedShape=i;const l=`\n            ${this.getUnpackedSamplerFromInput(e,t,u).routineBody}\n            float ${e}(int row, int col, int depth,\n              int depth2, int depth3, int depth4) {\n              return ${e}(${(0,s.getSqueezedParams)(a,f)});\n            }\n          `;return new o.GlslLibRoutine(l,["coordinates.sampleTexture","coordinates.uvFromFlat"])}const h=`\n          float ${e}(int row, int col, int depth,\n            int depth2, int depth3, int depth4) {\n            int index = row * ${p} + col * ${c} + depth * ${l} +\n            depth2 * ${u} + depth3 * ${i} + depth4;\n            vec2 uv = uvFromFlat(${n.width}, ${n.height}, index);\n            return sampleTexture(${t}, uv);\n          }\n        `;return new o.GlslLibRoutine(h,["coordinates.uvFromFlat","coordinates.sampleTexture","coordinates.coordsToOffset"])}toVec(){const e=this.context.outputTextureLayout,t=e.shape.length,n=e.strides,r=e.width,i=e.height,a=[];for(let e=0;e<t-1;++e)a.push(`\n        c[${e}] = offset / ${n[e]};`),a.push(`\n        offset -= c[${e}] * ${n[e]};`);a.push(`\n        c[${t-1}] = offset;`);const s=`\n      void toVec(vec2 texCoords, out int c[${t}]) {\n        int offset = coordsToOffset(texCoords, ${r}, ${i});\n        ${a.join("")}\n      }\n      void toVec(int offset, out int c[${t}]) {\n        ${a.join("")}\n      }\n    `;return{toVec:new o.GlslLibRoutine(s,["coordinates.coordsToOffset"])}}valueFrom(){const e={};return this.context.programInfo.inputNames.forEach(((t,n)=>{const r=this.context.inputTextureLayouts[n],i=(r.unpackedShape.length>0?r.unpackedShape:r.shape).length;let a=`_${t}`;e[a]=new o.GlslLibRoutine(this.getValueFromSingle(t,i,r.width,r.height,!1),[`shapeUtils.indicesToOffset${a}`,"coordinates.offsetToCoords","fragcolor.getColorAsFloat"]),a+="_T",e[a]=new o.GlslLibRoutine(this.getValueFromSingle(t,i,r.width,r.height,!0),[`shapeUtils.indicesToOffset${a}`,"coordinates.offsetToCoords","fragcolor.getColorAsFloat"])})),e}getValueFromSingle(e,t,n,r,o){let a=`_${e}`;return o&&(a+="_T"),`\n        float ${a}(int m[${t}]) {\n          int offset = indicesToOffset${a}(m);\n          vec2 coords = offsetToCoords(offset, ${n}, ${r});\n          float value = getColorAsFloat(${(0,i.getGlsl)(this.context.glContext.version).texture2D}(${e}, coords));\n          return value;\n        }\n        `}getPackedValueFrom(e,t,n,r,o){let a=`_${e}_Pack`;return o&&(a+="_T"),`\n        vec4 ${a}(int m[${t}]) {\n          int offset = indicesToOffset_${e}(m);\n          vec2 coords = offsetToCoords(offset, ${n}, ${r});\n          return ${(0,i.getGlsl)(this.context.glContext.version).texture2D}(${e}, coords);\n        }\n        `}}t.CoordsGlslLib=u},1997:(e,t)=>{"use strict";var n;Object.defineProperty(t,"__esModule",{value:!0}),t.TopologicalSortGlslRoutines=t.GlslLibRoutineNode=t.GlslLibRoutine=t.GlslLib=t.GlslContext=t.FunctionType=void 0,(n=t.FunctionType||(t.FunctionType={}))[n.ValueBased=0]="ValueBased",n[n.Positional=1]="Positional",t.GlslContext=class{constructor(e,t,n,r){this.glContext=e,this.programInfo=t,this.inputTextureLayouts=n,this.outputTextureLayout=r}},t.GlslLib=class{constructor(e){this.context=e}},t.GlslLibRoutine=class{constructor(e,t){this.routineBody=e,this.dependencies=t}},t.GlslLibRoutineNode=class{constructor(e,t,n){this.name=e,this.dependencies=n||[],t&&(this.routineBody=t)}addDependency(e){e&&this.dependencies.push(e)}},t.TopologicalSortGlslRoutines=class{static returnOrderedNodes(e){if(!e||0===e.length)return[];if(1===e.length)return e;const t=new Set,n=new Set,r=new Array;return this.createOrderedNodes(e,t,n,r),r}static createOrderedNodes(e,t,n,r){for(let o=0;o<e.length;++o)this.dfsTraverse(e[o],t,n,r)}static dfsTraverse(e,t,n,r){if(!e||n.has(e.name))return;if(t.has(e.name))throw new Error("Cyclic dependency detected. Can't topologically sort routines needed for shader.");t.add(e.name);const o=e.dependencies;if(o&&o.length>0)for(let e=0;e<o.length;++e)this.dfsTraverse(o[e],t,n,r);r.push(e),n.add(e.name),t.delete(e.name)}}},1371:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.EncodingGlslLib=void 0;const r=n(1997);class o extends r.GlslLib{constructor(e){super(e)}getFunctions(){return Object.assign(Object.assign({},this.encodeFloat32()),this.decodeFloat32())}getCustomTypes(){return{}}encodeFloat32(){return{encode:new r.GlslLibRoutine("highp vec4 encode(highp float f) {\n        return vec4(f, 0.0, 0.0, 0.0);\n      }\n        ")}}decodeFloat32(){return{decode:new r.GlslLibRoutine("highp float decode(highp vec4 rgba) {\n        return rgba.r;\n      }\n        ")}}encodeUint8(){const e=o.isLittleEndian()?"rgba.rgba=rgba.abgr;":"";return{encode:new r.GlslLibRoutine(`\n      highp vec4 encode(highp float f) {\n        highp float F = abs(f);\n        highp float Sign = step(0.0,-f);\n        highp float Exponent = floor(log2(F));\n        highp float Mantissa = (exp2(- Exponent) * F);\n        Exponent = floor(log2(F) + 127.0) + floor(log2(Mantissa));\n        highp vec4 rgba;\n        rgba[0] = 128.0 * Sign  + floor(Exponent*exp2(-1.0));\n        rgba[1] = 128.0 * mod(Exponent,2.0) + mod(floor(Mantissa*128.0),128.0);\n        rgba[2] = floor(mod(floor(Mantissa*exp2(23.0 -8.0)),exp2(8.0)));\n        rgba[3] = floor(exp2(23.0)*mod(Mantissa,exp2(-15.0)));\n        ${e}\n        rgba = rgba / 255.0; // values need to be normalized to [0,1]\n        return rgba;\n    }\n        `)}}decodeUint8(){const e=o.isLittleEndian()?"rgba.rgba=rgba.abgr;":"";return{decode:new r.GlslLibRoutine(`\n        highp float decode(highp vec4 rgba) {\n          rgba = rgba * 255.0; // values need to be de-normalized from [0,1] to [0,255]\n          ${e}\n          highp float Sign = 1.0 - step(128.0,rgba[0])*2.0;\n          highp float Exponent = 2.0 * mod(rgba[0],128.0) + step(128.0,rgba[1]) - 127.0;\n          highp float Mantissa = mod(rgba[1],128.0)*65536.0 + rgba[2]*256.0 +rgba[3] + float(0x800000);\n          highp float Result =  Sign * exp2(Exponent) * (Mantissa * exp2(-23.0 ));\n          return Result;\n      }\n        `)}}static isLittleEndian(){const e=new ArrayBuffer(4),t=new Uint32Array(e),n=new Uint8Array(e);if(t[0]=3735928559,239===n[0])return!0;if(222===n[0])return!1;throw new Error("unknown endianness")}}t.EncodingGlslLib=o},2691:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.FragColorGlslLib=void 0;const r=n(1997),o=n(6757);class i extends r.GlslLib{constructor(e){super(e)}getFunctions(){return Object.assign(Object.assign({},this.setFragColor()),this.getColorAsFloat())}getCustomTypes(){return{}}setFragColor(){const e=(0,o.getGlsl)(this.context.glContext.version);return{setFragColor:new r.GlslLibRoutine(`\n        void setFragColor(float value) {\n            ${e.output} = encode(value);\n        }\n        `,["encoding.encode"])}}getColorAsFloat(){return{getColorAsFloat:new r.GlslLibRoutine("\n        float getColorAsFloat(vec4 color) {\n            return decode(color);\n        }\n        ",["encoding.decode"])}}}t.FragColorGlslLib=i},3878:(e,t)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.replaceInlines=void 0;const n=/@inline[\s\n\r]+(\w+)[\s\n\r]+([0-9a-zA-Z_]+)\s*\(([^)]*)\)\s*{(([^}]|[\n\r])*)}/gm;t.replaceInlines=function(e){const t={};let r;for(;null!==(r=n.exec(e));){const e=r[3].split(",").map((e=>{const t=e.trim().split(" ");return t&&2===t.length?{type:t[0],name:t[1]}:null})).filter((e=>null!==e));t[r[2]]={params:e,body:r[4]}}for(const n in t){const o="(\\w+)?\\s+([_0-9a-zA-Z]+)\\s+=\\s+__FUNC__\\((.*)\\)\\s*;".replace("__FUNC__",n),i=new RegExp(o,"gm");for(;null!==(r=i.exec(e));){const o=r[1],i=r[2],a=r[3].split(","),s=o?`${o} ${i};`:"";let u=t[n].body,l="";t[n].params.forEach(((e,t)=>{e&&(l+=`${e.type} ${e.name} = ${a[t]};\n`)})),u=`${l}\n ${u}`,u=u.replace("return",`${i} = `);const c=`\n      ${s}\n      {\n        ${u}\n      }\n      `;e=e.replace(r[0],c)}}return e.replace(n,"")}},8897:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.GlslPreprocessor=void 0;const r=n(1997),o=n(3878),i=n(1248),a=n(6757);t.GlslPreprocessor=class{constructor(e,t,n,o){this.libs={},this.glslLibRoutineDependencyGraph={},this.context=new r.GlslContext(e,t,n,o),Object.keys(i.glslRegistry).forEach((e=>{const t=new i.glslRegistry[e](this.context);this.libs[e]=t}));const a=this.glslLibRoutineDependencyGraph;for(const e in this.libs){const t=this.libs[e].getFunctions();for(const n in t){const o=e+"."+n;let i;a[o]?(i=a[o],i.routineBody=t[n].routineBody):(i=new r.GlslLibRoutineNode(o,t[n].routineBody),a[o]=i);const s=t[n].dependencies;if(s)for(let e=0;e<s.length;++e)if(a[s[e]])i.addDependency(a[s[e]]);else{const t=new r.GlslLibRoutineNode(s[e]);a[s[e]]=t,i.addDependency(t)}}}}preprocess(){const e=this.context.programInfo;let t=e.shaderSource;return this.context.programInfo.hasMain||(t=`${t}\n      ${(0,a.getDefaultFragShaderMain)(this.context.glContext.version,this.context.outputTextureLayout.shape.length)}`),t=(0,o.replaceInlines)(t),`${(0,a.getFragShaderPreamble)(this.context.glContext.version)}\n    ${this.getUniforms(e.inputNames,e.variables)}\n    ${this.getImports(t)}\n    ${t}`}getImports(e){const t=this.selectGlslLibRoutinesToBeIncluded(e);if(0===t.length)return"";let n="";for(let e=0;e<t.length;++e){if(!t[e].routineBody)throw new Error(`Missing body for the Glsl Library routine: ${t[e].name}`);n+=t[e].routineBody+"\n"}return n}selectGlslLibRoutinesToBeIncluded(e){const t=[];return Object.keys(this.glslLibRoutineDependencyGraph).forEach((n=>{const r=n.split(".")[1];-1!==e.indexOf(r)&&t.push(this.glslLibRoutineDependencyGraph[n])})),r.TopologicalSortGlslRoutines.returnOrderedNodes(t)}getUniforms(e,t){const n=[];if(e)for(const t of e)n.push(`uniform sampler2D ${t};`);if(t)for(const e of t)n.push(`uniform ${e.type} ${e.name}${e.arrayLength?`[${e.arrayLength}]`:""};`);return n.join("\n")}}},1248:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.glslRegistry=void 0;const r=n(6859),o=n(1371),i=n(2691),a=n(9183),s=n(9314);t.glslRegistry={encoding:o.EncodingGlslLib,fragcolor:i.FragColorGlslLib,vec:s.VecGlslLib,shapeUtils:a.ShapeUtilsGlslLib,coordinates:r.CoordsGlslLib}},9183:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.ShapeUtilsGlslLib=void 0;const r=n(1997);class o extends r.GlslLib{constructor(e){super(e)}getFunctions(){return Object.assign(Object.assign(Object.assign(Object.assign(Object.assign({},this.bcastIndex()),this.bcastMatmulIndex()),this.offsetToIndices()),this.indicesToOffset()),this.incrementIndices())}getCustomTypes(){return{}}bcastIndex(){const e=this.context.outputTextureLayout.shape.length,t={};return this.context.programInfo.inputNames.forEach(((n,o)=>{const i=this.context.inputTextureLayouts[o].unpackedShape;if(i.length<=e){const o=i.length,a=e-o,s=`bcastIndices_${n}`;let u="";for(let e=0;e<o;++e)u+=`\n          realIndices[${e}] = int( mod(float(bcastedIndices[${a+e}]), ${i[e]}.0) );\n          `;const l=`\n        void ${s} (int bcastedIndices[${e}], out int realIndices[${o}]) {\n          ${u}\n        }\n        `;t[s]=new r.GlslLibRoutine(l)}})),t}bcastMatmulIndex(){const e=this.context.outputTextureLayout.shape.length,t={};return this.context.programInfo.inputNames.forEach(((n,o)=>{const i=this.context.inputTextureLayouts[o].shape;if(!(i.length<2||i.length>e)){const o=i.length,a=e-o,s=`bcastMatmulIndices_${n}`;let u="";for(let e=0;e<o-2;++e)u+=`\n          realIndices[${e}] = int( mod(float(bcastedIndices[${a+e}]), ${i[e]}.0) );\n          `;const l=`\n        void ${s}(int bcastedIndices[${e}], out int realIndices[${o}]) {\n          ${u}\n          realIndices[${o-1}] = bcastedIndices[${e-1}];\n          realIndices[${o-2}] = bcastedIndices[${e-2}];\n        }\n        `;t[s]=new r.GlslLibRoutine(l)}})),t}indicesToOffset(){const e={};return this.context.programInfo.inputNames.forEach(((t,n)=>{const i=this.context.inputTextureLayouts[n].shape,a=this.context.inputTextureLayouts[n].strides,s=i.length;let u=`indicesToOffset_${t}`;e[u]=new r.GlslLibRoutine(o.indexToOffsetSingle(u,s,a)),u=`indicesToOffset_${t}_T`,e[u]=new r.GlslLibRoutine(o.indexToOffsetSingle(u,s,a.slice().reverse()))})),e}static indexToOffsetSingle(e,t,n){let r="";for(let e=t-1;e>=0;--e)r+=`\n        offset += indices[${e}] * ${n[e]};\n        `;return`\n      int ${e}(int indices[${t}]) {\n        int offset = 0;\n        ${r}\n        return offset;\n      }\n      `}offsetToIndices(){const e={};return this.context.programInfo.inputNames.forEach(((t,n)=>{const i=this.context.inputTextureLayouts[n].shape,a=this.context.inputTextureLayouts[n].strides,s=i.length;let u=`offsetToIndices_${t}`;e[u]=new r.GlslLibRoutine(o.offsetToIndicesSingle(u,s,a)),u=`offsetToIndices_${t}_T`,e[u]=new r.GlslLibRoutine(o.offsetToIndicesSingle(u,s,a.slice().reverse()))})),e}static offsetToIndicesSingle(e,t,n){const r=[];for(let e=0;e<t-1;++e)r.push(`\n      indices[${e}] = offset / ${n[e]};`),r.push(`\n        offset -= indices[${e}] * ${n[e]};`);return r.push(`\n      indices[${t-1}] = offset;`),`\n      void ${e}(int offset, out int indices[${t}]) {\n        ${r.join("")}\n      }\n      `}incrementIndices(){const e={};return this.context.programInfo.inputNames.forEach(((t,n)=>{const o=this.context.inputTextureLayouts[n].shape,i=o.length,a=`incrementIndices_${t}`;let s="";for(let e=0;e<i;++e)s+=`\n        shape[${e}] = ${o[e]};`;const u=`\n        void ${a}(int axis, out int indices[${i}]) {\n          int shape[${i}];\n          ${s};\n          for(int i = ${i} -1 ; i >= 0; --i) {\n            if(i > axis) continue;\n            indices[i] += 1;\n            if(indices[i] < shape[i]) {\n              break;\n            }\n            indices[i] = 0;\n          }\n        }\n        `;e[a]=new r.GlslLibRoutine(u)})),e}}t.ShapeUtilsGlslLib=o},6757:(e,t)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.getDefaultFragShaderMain=t.getFragShaderPreamble=t.getVertexShaderSource=t.getGlsl=void 0;const n={version:"",attribute:"attribute",varyingVertex:"varying",varyingFrag:"varying",texture2D:"texture2D",output:"gl_FragColor",outputDeclaration:""},r={version:"#version 300 es",attribute:"in",varyingVertex:"out",varyingFrag:"in",texture2D:"texture",output:"outputColor",outputDeclaration:"out vec4 outputColor;"};function o(e){return 1===e?n:r}t.getGlsl=o,t.getVertexShaderSource=function(e){const t=o(e);return`${t.version}\n      precision highp float;\n      ${t.attribute} vec3 position;\n      ${t.attribute} vec2 textureCoord;\n\n      ${t.varyingVertex} vec2 TexCoords;\n\n      void main()\n      {\n          gl_Position = vec4(position, 1.0);\n          TexCoords = textureCoord;\n      }`},t.getFragShaderPreamble=function(e){const t=o(e);return`${t.version}\n    precision highp float;\n    precision highp int;\n    precision highp sampler2D;\n    ${t.varyingFrag} vec2 TexCoords;\n    ${t.outputDeclaration}\n    const vec2 halfCR = vec2(0.5, 0.5);\n\n    // Custom vector types to handle higher dimenalities.\n    struct ivec5\n    {\n      int x;\n      int y;\n      int z;\n      int w;\n      int u;\n    };\n\n    struct ivec6\n    {\n      int x;\n      int y;\n      int z;\n      int w;\n      int u;\n      int v;\n    };\n\n    int imod(int x, int y) {\n      return x - y * (x / y);\n    }\n\n    `},t.getDefaultFragShaderMain=function(e,t){return`\n  void main() {\n    int indices[${t}];\n    toVec(TexCoords, indices);\n    vec4 result = vec4(process(indices));\n    ${o(e).output} = result;\n  }\n  `}},9314:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.VecGlslLib=void 0;const r=n(1997);class o extends r.GlslLib{constructor(e){super(e)}getCustomTypes(){return{}}getFunctions(){return Object.assign(Object.assign(Object.assign(Object.assign({},this.binaryVecFunctions()),this.copyVec()),this.setVecItem()),this.getVecItem())}binaryVecFunctions(){const e=this.context.outputTextureLayout.shape.length,t={add:"+=",sub:"-=",mul:"*=",div:"/="},n={};for(const o in t){const i=`${o}Vec`;let a="";for(let n=0;n<e;++n)a+=`\n          dest[${n}] ${t[o]} src[${n}];\n          `;const s=`\n        void ${i}(int src[${e}], out int dest[${e}]) {\n          ${a}\n        }\n        `;n[i]=new r.GlslLibRoutine(s)}return n}copyVec(){const e=this.context.outputTextureLayout.shape.length;let t="";for(let n=0;n<e;++n)t+=`\n        dest[${n}] = src[${n}];\n        `;const n=`\n      void copyVec(int src[${e}], out int dest[${e}]) {\n        ${t}\n      }\n      `;return{copyVec:new r.GlslLibRoutine(n)}}setVecItem(){const e=this.context.outputTextureLayout.shape.length;let t=`\n        if(index < 0)\n            index =${e} + index;\n        if (index == 0)\n            m[0] = value;\n        `;for(let n=1;n<e-1;++n)t+=`\n        else if (index == ${n})\n            m[${n}] = value;\n            `;t+=`\n        else\n            m[${e-1}] = value;\n        `;const n=`\n      void setVecItem(out int m[${e}], int index, int value) {\n        ${t}\n      }\n        `;return{setVecItem:new r.GlslLibRoutine(n)}}getVecItem(){const e=this.context.outputTextureLayout.shape.length;let t=`\n        if(index < 0)\n            index = ${e} + index;\n        if (index == 0)\n            return m[0];\n      `;for(let n=1;n<e-1;++n)t+=`\n        else if (index == ${n})\n            return m[${n}];\n      `;t+=`\n        else\n            return m[${e-1}];\n        `;const n=`\n      int getVecItem(int m[${e}], int index) {\n        ${t}\n      }\n    `;return{getVecItem:new r.GlslLibRoutine(n)}}}t.VecGlslLib=o},7860:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.WebGLInferenceHandler=void 0;const r=n(1315),o=n(9240),i=n(7273),a=n(9),s=n(7379),u=n(2488),l=n(540),c=n(3314),p=n(5639);t.WebGLInferenceHandler=class{constructor(e){this.session=e,this.packedTextureDataCache=new Map,this.unpackedTextureDataCache=new Map}calculateTextureWidthAndHeight(e,t){return(0,c.calculateTextureWidthAndHeight)(this.session.layoutStrategy,e,t)}executeProgram(e,t){if(t.length<e.inputNames.length)throw new Error(`Input size mustn't be less than ${e.inputNames.length}.`);if(e.inputNames.length!==e.inputTypes.length)throw new Error("input names size does not match input types");const n=[];for(let r=0;r<e.inputNames.length;++r)n[r]=this.getOrCreateTextureData(t[r],e.inputTypes[r]);const r=((e,t)=>{const n=t.map((e=>`${e.unpackedShape.join(",")};${e.width}x${e.height}`)).join("_");let r=e.name;return e.cacheHint&&(r+="["+e.cacheHint+"]"),r+=":"+n,r})(e,n);let o=this.session.programManager.getArtifact(r);const i=o?o.programInfo:"function"==typeof e.get?e.get():e,a=(0,c.createTextureLayoutFromTextureType)(this.session.layoutStrategy,i.output.dims,i.output.textureType),s=this.createTextureData(a,i.output.type);return o||(o=this.session.programManager.build(i,n,s),this.session.programManager.setArtifact(r,o)),this.runProgram(o,n,s),s}run(e,t){return this.executeProgram(e,t).tensor}runProgram(e,t,n){for(let n=0;n<t.length;++n)if(!!t[n].isPacked!=(e.programInfo.inputTypes[n]===p.TextureType.packed))throw new Error(`input[${n}] property packed inconsistent`);if(!!n.isPacked!=(e.programInfo.output.textureType===p.TextureType.packed))throw new Error("output property packed inconsistent");this.session.programManager.run(e,t,n)}getOrCreateTextureData(e,t){let n=this.getTextureData(e.dataId,t===p.TextureType.packed);if(!n&&(n=this.getTextureData(e.dataId,t!==p.TextureType.packed),n))return t===p.TextureType.packed?this.pack(n):this.unpack(n);if(!n){const r=(0,c.createTextureLayoutFromTextureType)(this.session.layoutStrategy,e.dims,t);if(t===p.TextureType.packedLastDimension){const n=1,r=4,o=e.dims;if(4===o.length){const i=[o[0],Math.ceil(o[1]*o[2]*o[3]/r)],a=(0,c.createTextureLayoutFromTextureType)(this.session.layoutStrategy,i,t);let s=e.numberData;if(o[1]*o[2]*o[3]%r!=0){const t=o[0],i=o[1]*o[2]*o[3],a=Math.ceil(i*n/r)*r;s=new Float32Array(t*a);for(let r=0;r<t;++r){const t=r*i,o=r*a+r%n*i;s.set(e.numberData.subarray(t,t+i),o)}}return this.createTextureData(a,e.type,s,e,1)}}if(t===p.TextureType.packed){const t=(0,c.createTextureLayoutFromShape)(this.session.layoutStrategy,e.dims,1,[],{reverseWH:!0}),r=this.createTextureData(t,e.type,e.numberData,e,1);n=this.pack(r)}else n=this.createTextureData(r,e.type,e.numberData,e,1)}return n}createTextureDataFromLayoutBindTensor(e,t,n,r){return this.createTextureData(e,t,n,r,1)}createTextureData(e,t,n,o,i){r.Logger.verbose("InferenceHandler",`Creating TextureData: layout:[${JSON.stringify(e)}]`);const a=this.session.textureManager.createTextureFromLayout(t,e,n,i);return this.createTextureDataFromTexture(e,t,a,o)}reshapeUnpacked(e,t){const n=this.getOrCreateTextureData(e,p.TextureType.unpacked),r={channels:n.channels,height:n.height,width:n.width,shape:0!==t.length?t:[1],strides:i.ShapeUtil.computeStrides(t),unpackedShape:t};return this.createTextureDataFromTexture(r,e.type,n.texture).tensor}reshapePacked(e,t){const n=this.getOrCreateTextureData(e,p.TextureType.packed);if((0,s.isReshapeCheap)(e.dims,t)){const r={channels:n.channels,height:n.height,width:n.width,shape:0!==t.length?t:[1],strides:i.ShapeUtil.computeStrides(t),unpackedShape:t,isPacked:!0};return this.createTextureDataFromTexture(r,e.type,n.texture).tensor}const r=(0,s.processDims3D)(e.dims),o=(0,s.processDims3D)(t),a=this.reshapePacked(e,r),u=this.run((0,s.createPackedReshape3DProgramInfoLoader)(this,a,o),[a]);return this.reshapePacked(u,t)}cast(e,t){const n=this.getOrCreateTextureData(e,p.TextureType.unpacked);return this.createTextureDataFromTexture(n,t,n.texture).tensor}createTextureDataFromTexture(e,t,n,r,i){const a=Object.assign(Object.assign({},e),{tensor:r||new o.Tensor(e.unpackedShape,t,(e=>this.readTexture(a)),(async e=>this.readTextureAsync(a)),void 0,i),texture:n});return this.setTextureData(a.tensor.dataId,a,e.isPacked),a}getTextureData(e,t=!1){return this.session.isInitializer(e)?this.session.getTextureData(e,t):t?this.packedTextureDataCache.get(e):this.unpackedTextureDataCache.get(e)}setTextureData(e,t,n=!1){this.session.isInitializer(e)?this.session.setTextureData(e,t,n):(n?this.packedTextureDataCache:this.unpackedTextureDataCache).set(e,t)}isTextureLayoutCached(e,t=!1){return!!this.getTextureData(e.dataId,t)}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,u.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,u.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])}}},4110:function(e,t,n){"use strict";var r=this&&this.__createBinding||(Object.create?function(e,t,n,r){void 0===r&&(r=n);var o=Object.getOwnPropertyDescriptor(t,n);o&&!("get"in o?!t.__esModule:o.writable||o.configurable)||(o={enumerable:!0,get:function(){return t[n]}}),Object.defineProperty(e,r,o)}:function(e,t,n,r){void 0===r&&(r=n),e[r]=t[n]}),o=this&&this.__setModuleDefault||(Object.create?function(e,t){Object.defineProperty(e,"default",{enumerable:!0,value:t})}:function(e,t){e.default=t}),i=this&&this.__importStar||function(e){if(e&&e.__esModule)return e;var t={};if(null!=e)for(var n in e)"default"!==n&&Object.prototype.hasOwnProperty.call(e,n)&&r(t,e,n);return o(t,e),t};Object.defineProperty(t,"__esModule",{value:!0}),t.WEBGL_OP_RESOLVE_RULES=void 0;const a=n(8817),s=i(n(5194)),u=n(4752),l=n(6668),c=n(9754),p=n(5042),d=n(6742),f=n(4125),h=n(6149),g=n(5378),m=n(6981),b=n(7413),y=n(7006),w=n(8276),_=n(5565),v=n(2834),x=n(1010),T=n(8126),S=n(2801),O=n(565),A=n(2444),E=n(815),I=n(564),$=n(5416),P=n(1240),D=n(5944),k=n(5707),C=i(n(9087)),R=n(7862),M=n(3980);t.WEBGL_OP_RESOLVE_RULES=[["Abs","","6+",C.abs],["Acos","","7+",C.acos],["Add","","7+",s.add],["And","","7+",s.and],["Asin","","7+",C.asin],["Atan","","7+",C.atan],["AveragePool","","7+",v.averagePool,v.parseAveragePoolAttributes],["BatchNormalization","","7+",a.batchNormalization,a.parseBatchNormalizationAttributes],["Cast","","6+",u.cast,u.parseCastAttributes],["Ceil","","6+",C.ceil],["Clip","","6-10",C.clip,C.parseClipAttributes],["Clip","","11+",C.clipV11],["Concat","","4+",l.concat,l.parseConcatAttributes],["Conv","","1+",c.conv,c.parseConvAttributes],["ConvTranspose","","1+",p.convTranspose,p.parseConvTransposeAttributes],["Cos","","7+",C.cos],["Div","","7+",s.div],["Dropout","","7+",C.identity],["DepthToSpace","","1+",d.depthToSpace,d.parseDepthToSpaceAttributes],["Equal","","7+",s.equal],["Elu","","6+",C.elu,C.parseEluAttributes],["Exp","","6+",C.exp],["Flatten","","1+",f.flatten,f.parseFlattenAttributes],["Floor","","6+",C.floor],["FusedConv","com.microsoft","1+",c.conv,c.parseConvAttributes],["Gather","","1+",h.gather,h.parseGatherAttributes],["Gemm","","7-10",g.gemm,g.parseGemmAttributesV7],["Gemm","","11+",g.gemm,g.parseGemmAttributesV11],["GlobalAveragePool","","1+",v.globalAveragePool,v.parseGlobalAveragePoolAttributes],["GlobalMaxPool","","1+",v.globalMaxPool],["Greater","","7+",s.greater],["Identity","","1+",C.identity],["ImageScaler","","1+",m.imageScaler,m.parseImageScalerAttributes],["InstanceNormalization","","6+",b.instanceNormalization,b.parseInstanceNormalizationAttributes],["LeakyRelu","","6+",C.leakyRelu,C.parseLeakyReluAttributes],["Less","","7+",s.less],["LRN","","1+",y.lrn,y.parseLrnAttributes],["Log","","6+",C.log],["MatMul","","1+",w.matMul,w.parseMatMulAttributes],["MaxPool","","1+",v.maxPool,v.parseMaxPoolAttributes],["Mul","","7+",s.mul],["Neg","","6+",C.neg],["Not","","1+",C.not],["Or","","7+",s.or],["Pad","","2-10",_.padV2,_.parsePadAttributesV2],["Pad","","11+",_.padV11,_.parsePadAttributesV11],["Pow","","7+",s.pow],["PRelu","","7+",s.pRelu],["ReduceLogSum","","1+",x.reduceLogSum,x.parseReduceAttributes],["ReduceMax","","1+",x.reduceMax,x.parseReduceAttributes],["ReduceMean","","1+",x.reduceMean,x.parseReduceAttributes],["ReduceMin","","1+",x.reduceMin,x.parseReduceAttributes],["ReduceProd","","1+",x.reduceProd,x.parseReduceAttributes],["ReduceSum","","1-12",x.reduceSum,x.parseReduceAttributes],["ReduceSumSquare","","1+",x.reduceLogSumSquare,x.parseReduceAttributes],["Relu","","6+",C.relu],["Reshape","","5+",T.reshape],["Resize","","10",S.resize,S.parseResizeAttributesV10],["Resize","","11+",S.resize,S.parseResizeAttributesV11],["Shape","","1+",O.shape],["Sigmoid","","6+",C.sigmoid],["Sin","","7+",C.sin],["Slice","","10+",A.sliceV10],["Slice","","1-9",A.slice,A.parseSliceAttributes],["Softmax","","1-12",E.softmax,E.parseSoftmaxAttributes],["Softmax","","13+",E.softmaxV13,E.parseSoftmaxAttributesV13],["Split","","2-12",I.split,I.parseSplitAttributes],["Sqrt","","6+",C.sqrt],["Squeeze","","1-12",$.squeeze,$.parseSqueezeAttributes],["Squeeze","","13+",$.squeezeV13],["Sub","","7+",s.sub],["Sum","","6+",P.sum],["Tan","","7+",C.tan],["Tanh","","6+",C.tanh],["Tile","","6+",D.tile],["Transpose","","1+",k.transpose,k.parseTransposeAttributes],["Upsample","","7-8",M.upsample,M.parseUpsampleAttributesV7],["Upsample","","9",M.upsample,M.parseUpsampleAttributesV9],["Unsqueeze","","1-12",R.unsqueeze,R.parseUnsqueezeAttributes],["Unsqueeze","","13+",R.unsqueezeV13],["Xor","","7+",s.xor]]},8817:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.parseBatchNormalizationAttributes=t.batchNormalization=void 0;const r=n(4910),o=n(6757),i=n(5639),a={name:"BatchNormalization",inputNames:["A","Scale","B","Mean","Variance"],inputTypes:[i.TextureType.unpacked,i.TextureType.unpacked,i.TextureType.unpacked,i.TextureType.unpacked,i.TextureType.unpacked]};t.batchNormalization=(e,t,n)=>(u(t),[e.run(Object.assign(Object.assign({},a),{cacheHint:n.cacheKey,get:()=>s(e,t,n)}),t)]),t.parseBatchNormalizationAttributes=e=>{const t=e.attributes.getFloat("epsilon",1e-5),n=e.attributes.getFloat("momentum",.9),o=e.attributes.getInt("spatial",1);return(0,r.createAttributeWithCacheKey)({epsilon:t,momentum:n,spatial:o})};const s=(e,t,n)=>{const r=(0,o.getGlsl)(e.session.backend.glContext.version),s=t[0].dims.length,[u,l]=e.calculateTextureWidthAndHeight(t[1].dims,i.TextureType.unpacked),c=`\n  float process(int[${s}] indices) {\n    vec2 position = offsetToCoords(indices[1], ${u}, ${l});\n    float scale = getColorAsFloat(${r.texture2D}(Scale, position));\n    float mean = getColorAsFloat(${r.texture2D}(Mean, position));\n    float variance = getColorAsFloat(${r.texture2D}(Variance, position));\n    float b = getColorAsFloat(${r.texture2D}(B, position));\n\n    return scale * ( (_A(indices) - mean) / sqrt(variance + float(${n.epsilon})) ) + b;\n  }`;return Object.assign(Object.assign({},a),{output:{dims:t[0].dims,type:t[0].type,textureType:i.TextureType.unpacked},shaderSource:c})},u=e=>{if(!e||5!==e.length)throw new Error("BatchNormalization requires 5 inputs.");const t=e[0],n=e[1],r=e[2],o=e[3],i=e[4];if(t.dims.length<3||1!==n.dims.length||1!==r.dims.length||1!==o.dims.length||1!==i.dims.length)throw new Error("invalid input shape.");if(n.dims[0]!==t.dims[1]||r.dims[0]!==t.dims[1]||o.dims[0]!==t.dims[1]||i.dims[0]!==t.dims[1])throw new Error("invalid input shape.");if("float32"!==t.type&&"float64"!==t.type||"float32"!==n.type&&"float64"!==n.type||"float32"!==r.type&&"float64"!==r.type||"float32"!==o.type&&"float64"!==o.type||"float32"!==i.type&&"float64"!==i.type)throw new Error("invalid input tensor types.")}},5194:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.xor=t.sub=t.pRelu=t.pow=t.or=t.mul=t.less=t.greater=t.equal=t.div=t.and=t.add=t.glslPRelu=t.glslPow=t.glslXor=t.glslOr=t.glslAnd=t.glslLess=t.glslGreater=t.glslEqual=t.glslSub=t.glslMul=t.glslDiv=t.glslAdd=void 0;const r=n(7273),o=n(1997),i=n(6757),a=n(5639);function s(){const e="add_";return{body:`\n  float ${e}(float a, float b) {\n    return a + b;\n  }\n  vec4 ${e}(vec4 v1, vec4 v2) {\n    return v1 + v2;\n  }\n  `,name:e,type:o.FunctionType.ValueBased}}function u(){const e="div_";return{body:`\n  float ${e}(float a, float b) {\n    return a / b;\n  }\n  vec4 ${e}(vec4 v1, vec4 v2) {\n    return v1 / v2;\n  }\n  `,name:e,type:o.FunctionType.ValueBased}}function l(){const e="mul_";return{body:`\n  float ${e}(float a, float b) {\n    return a * b;\n  }\n  vec4 ${e}(vec4 v1, vec4 v2) {\n    return v1 * v2;\n  }\n  `,name:e,type:o.FunctionType.ValueBased}}function c(){const e="sub_";return{body:`\n  float ${e}(float a, float b) {\n    return a - b;\n  }\n  vec4 ${e}(vec4 v1, vec4 v2) {\n    return v1 - v2;\n  }\n  `,name:e,type:o.FunctionType.ValueBased}}function p(){const e="equal_";return{body:`\n  float ${e}(float a, float b) {\n    return float(a == b);\n  }\n  vec4 ${e}(vec4 v1, vec4 v2) {\n    return vec4(equal(v1, v2));\n  }\n  `,name:e,type:o.FunctionType.ValueBased}}function d(){const e="greater_";return{body:`\n  float ${e}(float a, float b) {\n    return float(a > b);\n  }\n  vec4 ${e}(vec4 v1, vec4 v2) {\n    return vec4( v1.r > v2.r ,\n      v1.g > v2.g,\n      v1.b > v2.b,\n      v1.a > v2.a );\n  }\n  `,name:e,type:o.FunctionType.ValueBased}}function f(){const e="less_";return{body:`\n  float ${e}(float a, float b) {\n    return float(a < b);\n  }\n  vec4 ${e}(vec4 v1, vec4 v2) {\n    return vec4( v1.r < v2.r ,\n                v1.g < v2.g,\n                v1.b < v2.b,\n                v1.a < v2.a );\n  }\n  `,name:e,type:o.FunctionType.ValueBased}}function h(){const e="and_";return{body:`\n  float ${e}(float a, float b) {\n    return float( bool(a) && bool(b) );\n  }\n  vec4 ${e}(vec4 v1, vec4 v2) {\n    bvec4 b1 = bvec4(v1);\n    bvec4 b2 = bvec4(v2);\n    return vec4( b1.r && b2.r ,\n                b1.g && b2.g,\n                b1.b && b2.b,\n                b1.a && b2.a );\n  }\n  `,name:e,type:o.FunctionType.ValueBased}}function g(){const e="or_";return{body:`\n  float ${e}(float a, float b) {\n    return float( bool(a) || bool(b) );\n  }\n  vec4 ${e}(vec4 v1, vec4 v2) {\n    bvec4 b1 = bvec4(v1);\n    bvec4 b2 = bvec4(v2);\n    return vec4( b1.r || b2.r ,\n                b1.g || b2.g,\n                b1.b || b2.b,\n                b1.a || b2.a );\n  }\n  `,name:e,type:o.FunctionType.ValueBased}}function m(){const e="xor_";return{body:`\n  float ${e}(float a, float b) {\n    return float( bool(a) ^^ bool(b) );\n  }\n  vec4 ${e}(vec4 v1, vec4 v2) {\n    bvec4 b1 = bvec4(v1);\n    bvec4 b2 = bvec4(v2);\n    return vec4( b1.r ^^ b2.r ,\n                b1.g ^^ b2.g,\n                b1.b ^^ b2.b,\n                b1.a ^^ b2.a );\n  }\n  `,name:e,type:o.FunctionType.ValueBased}}function b(){return function(e){const t=`${e}_`;return{body:`\n  float ${t}(float a, float b) {\n    return ${e}(a, b);\n  }\n  vec4 ${t}(vec4 v1, vec4 v2) {\n    return ${e}(v1, v2);\n  }\n  `,name:t,type:o.FunctionType.ValueBased}}("pow")}function y(){const e="prelu_";return{body:`\n  float ${e}(float a, float b) {\n    return a < 0.0 ? a * b: a;\n  }\n  vec4 ${e}(vec4 v1, vec4 v2) {\n    return vec4(\n      v1.r < 0.0 ? v1.r * v2.r: v1.r,\n      v1.g < 0.0 ? v1.g * v2.g: v1.g,\n      v1.b < 0.0 ? v1.b * v2.b: v1.b,\n      v1.a < 0.0 ? v1.a * v2.a: v1.a\n      );\n  }\n  `,name:e,type:o.FunctionType.ValueBased}}t.glslAdd=s,t.glslDiv=u,t.glslMul=l,t.glslSub=c,t.glslEqual=p,t.glslGreater=d,t.glslLess=f,t.glslAnd=h,t.glslOr=g,t.glslXor=m,t.glslPow=b,t.glslPRelu=y;const w=(e,t,n,r=t[0].type,o)=>{const i=e.session.pack?a.TextureType.packed:a.TextureType.unpacked;return{name:n.name,inputNames:["A","B"],inputTypes:[i,i],cacheHint:o,get:()=>_(e,t,n,r)}},_=(e,t,n,o=t[0].type)=>{const s=e.session.pack?a.TextureType.packed:a.TextureType.unpacked,u=!r.ShapeUtil.areEqual(t[0].dims,t[1].dims);let l=t[0].dims;const c=e.session.pack;if(u){const a=r.BroadcastUtil.calcShape(t[0].dims,t[1].dims,!1);if(!a)throw new Error("Can't perform binary op on the given tensors");l=a;const u=l.length,p=0!==t[0].dims.length?t[0].dims.length:1,d=0!==t[1].dims.length?t[1].dims.length:1,f=0!==t[0].dims.length?"bcastIndices_A(indices, aindices);":"aindices[0] = 0;",h=0!==t[1].dims.length?"bcastIndices_B(indices, bindices);":"bindices[0] = 0;",g=(0,i.getGlsl)(e.session.backend.glContext.version),m=c?`\n      ${n.body}\n      void main() {\n        vec4 a = getAAtOutCoords();\n        vec4 b = getBAtOutCoords();\n        vec4 result = ${n.name}(a, b);\n        ${g.output} = result;\n      }`:`\n      ${n.body}\n      float process(int indices[${u}]) {\n        int aindices[${p}];\n        int bindices[${d}];\n        ${f}\n        ${h}\n        return ${n.name}(_A(aindices), _B(bindices));\n      }`;return{name:n.name,inputNames:["A","B"],inputTypes:[s,s],output:{dims:l,type:o,textureType:s},shaderSource:m,hasMain:c}}const p=(0,i.getGlsl)(e.session.backend.glContext.version),d=`\n    ${n.body}\n    void main() {\n      vec4 v1 = ${p.texture2D}(A, TexCoords);\n      vec4 v2 = ${p.texture2D}(B, TexCoords);\n      vec4 result = ${n.name}(v1, v2);\n      ${p.output} = result;\n    }\n    `;return{name:n.name,inputNames:["A","B"],inputTypes:[s,s],output:{dims:t[0].dims,type:o,textureType:s},shaderSource:d,hasMain:!0}};t.add=(e,t)=>[e.run(w(e,t,s()),t)],t.and=(e,t)=>[e.run(w(e,t,h(),"bool"),t)],t.div=(e,t)=>[e.run(w(e,t,u()),t)],t.equal=(e,t)=>[e.run(w(e,t,p(),"bool"),t)],t.greater=(e,t)=>[e.run(w(e,t,d(),"bool"),t)],t.less=(e,t)=>[e.run(w(e,t,f(),"bool"),t)],t.mul=(e,t)=>[e.run(w(e,t,l()),t)],t.or=(e,t)=>[e.run(w(e,t,g(),"bool"),t)],t.pow=(e,t)=>[e.run(w(e,t,b()),t)],t.pRelu=(e,t)=>[e.run(w(e,t,y()),t)],t.sub=(e,t)=>[e.run(w(e,t,c()),t)],t.xor=(e,t)=>[e.run(w(e,t,m(),"bool"),t)]},4752:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.parseCastAttributes=t.cast=void 0;const r=n(7273);t.cast=(e,t,n)=>(o(t),[e.cast(t[0],n)]),t.parseCastAttributes=e=>r.ProtoUtil.tensorDataTypeFromProto(e.attributes.getInt("to"));const o=e=>{if(!e||1!==e.length)throw new Error("Cast requires 1 input.");if("string"===e[0].type)throw new Error("Invalid input type.")}},4595:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.createPackedConcatProgramInfoLoader=void 0;const r=n(6757),o=n(5639),i=n(432),a=n(5614);t.createPackedConcatProgramInfoLoader=(e,t,n)=>{const u=(l=t.length,c=n.cacheKey,{name:"Concat (packed)",inputNames:Array.from({length:l},((e,t)=>`X${t}`)),inputTypes:Array(l).fill(o.TextureType.packed),cacheHint:c});var l,c;return Object.assign(Object.assign({},u),{get:()=>((e,t,n,u)=>{const l=n[0].dims.slice();if(u>=l.length||u<-1*l.length)throw new Error("axis specified for concat doesn't match input dimensionality");u<0&&(u=l.length+u);const c=l.slice(0);for(let e=1;e<n.length;e++){const t=n[e].dims.slice();for(let e=0;e<l.length;e++)if(e===u)c[u]+=t[e];else if(l[e]!==t[e])throw new Error("non concat dimensions must match")}const p=c.length,d=(0,a.getChannels)("coords",p),f=(0,i.getCoordsDataType)(p),h=(0,a.unpackFromChannel)(),g=n.map((e=>e.dims)),m=(0,i.getGlChannels)(p),b=new Array(g.length-1);b[0]=g[0][u];for(let e=1;e<b.length;e++)b[e]=b[e-1]+g[e][u];const y=m[u],w=m.slice(-2),_=m.join();let v=`if (${y} < ${b[0]}) {\n        return getChannel(\n            getX0(${_}), vec2(${w.join()}));\n        }`;for(let e=1;e<b.length;e++){const t=b[e-1];v+=`\n            if (${y} < ${b[e]}  && ${y} >= ${b[e-1]}) {\n              return getChannel(\n                getX${e}(${s(m,y,t)}),\n                vec2(${s(w,y,t)}));\n            }`}const x=b.length,T=b[b.length-1];v+=`\n            return getChannel(\n              getX${x}(${s(m,y,T)}),\n              vec2(${s(w,y,T)}));`;const S=(0,r.getGlsl)(e.session.backend.glContext.version),O=`\n          ${h}\n          float getValue(${m.map((e=>"int "+e))}) {\n            ${v}\n          }\n\n          void main() {\n            ${f} coords = getOutputCoords();\n            int lastDim = coords.${m[p-1]};\n            coords.${m[p-1]} = coords.${m[p-2]};\n            coords.${m[p-2]} = lastDim;\n\n            vec4 result = vec4(getValue(${d}), 0., 0., 0.);\n\n            ${d[p-1]} = ${d[p-1]} + 1;\n            if (${d[p-1]} < ${c[p-1]}) {\n              result.g = getValue(${d});\n            }\n\n            ${d[p-2]} = ${d[p-2]} + 1;\n            if (${d[p-2]} < ${c[p-2]}) {\n              result.a = getValue(${d});\n            }\n\n            ${d[p-1]} = ${d[p-1]} - 1;\n            if (${d[p-2]} < ${c[p-2]} &&\n                ${d[p-1]} < ${c[p-1]}) {\n              result.b = getValue(${d});\n            }\n            ${S.output} = result;\n          }\n        `;return Object.assign(Object.assign({},t),{output:{dims:c,type:n[0].type,textureType:o.TextureType.packed},shaderSource:O,hasMain:!0})})(e,u,t,n.axis)})};const s=(e,t,n)=>{const r=e.indexOf(t);return e.map(((e,t)=>t===r?`${e} - ${n}`:e)).join()}},6668:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.parseConcatAttributes=t.concat=void 0;const r=n(4910),o=n(5639),i=n(4595);t.concat=(e,t,n)=>(p(t),e.session.pack&&t[0].dims.length>1?[e.run((0,i.createPackedConcatProgramInfoLoader)(e,t,n),t)]:[e.run(a(e,t,n),t)]);const a=(e,t,n)=>{const r=(i=t.length,a=n.cacheKey,{name:"Concat",inputNames:Array.from({length:i},((e,t)=>`X${t}`)),inputTypes:Array(i).fill(o.TextureType.unpacked),cacheHint:a});var i,a;return Object.assign(Object.assign({},r),{get:()=>((e,t,n,r)=>{const i=n[0].dims.slice();if(r>=i.length||r<-1*i.length)throw new Error("axis specified for concat doesn't match input dimensionality");r<0&&(r=i.length+r);const a=i.slice(0);for(let e=1;e<n.length;e++){const t=n[e].dims.slice();for(let e=0;e<i.length;e++)if(e===r)a[r]+=t[e];else if(i[e]!==t[e])throw new Error("non concat dimensions must match")}const p=a.length,d=new Array(n.length);let f=0;for(let e=0;e<d.length;++e)f+=n[e].dims[r],d[e]=f;let h="";h=n.length<5?s(d):u(d);const g=`\n        ${l(n.length,p)}\n        ${c(d)}\n        ${h}\n        float process(int indices[${p}]) {\n          int textureIndex = getTextureWhereDataResides (indices[${r}]);\n\n          if(textureIndex != 0) {\n            indices[${r}] = indices[${r}] - int(getSizeInConcatAxisValueFromIndex(textureIndex-int(1)));\n          }\n\n          return fetchDataFromCorrectTexture(textureIndex, indices);\n        }`;return Object.assign(Object.assign({},t),{output:{dims:a,type:n[0].type,textureType:o.TextureType.unpacked},shaderSource:g})})(0,r,t,n.axis)})},s=e=>`int getTextureWhereDataResides(int index) {\n      ${e.map(((e,t)=>`if(index<${e}) {return ${t};}\n`)).join("")}\n    }`,u=e=>s(e),l=(e,t)=>{const n=[`float fetchDataFromCorrectTexture(int textureIndex, int indices[${t}]) {`];for(let t=0;t<e;++t)0===t?n.push(`\tif (textureIndex == ${t}) { return _X${t}(indices); }`):t===e-1?n.push(`\telse { return _X${t}(indices); }`):n.push(`\telse if (textureIndex == ${t}) { return _X${t}(indices); }`);return n.push("\t}"),n.join("\n")},c=e=>{const t=["int getSizeInConcatAxisValueFromIndex(int index) {"];for(let n=0;n<e.length;++n)0===n?t.push(`\tif (index == ${n}) { return ${e[n]}; }`):n===e.length-1?t.push(`\telse { return ${e[n]}; }`):t.push(`\telse if (index == ${n}) { return ${e[n]}; }`);return t.push("\t}"),t.join("\n")};t.parseConcatAttributes=e=>(0,r.createAttributeWithCacheKey)({axis:e.attributes.getInt("axis")});const p=e=>{if(!e||e.length<1)throw new Error("too few inputs");const t=e[0].type,n=e[0].dims.length;if("string"===t)throw new Error("string tensor is not supported yet");for(const r of e){if(r.type!==t)throw new Error("input tensors should be one type");if(r.dims.length!==n)throw new Error("input tensors should have the same shape")}}},7825:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.createUnpackedGroupedConvProgramInfoLoader=void 0;const r=n(1315),o=n(6757),i=n(5639),a=n(9754),s=n(2150);t.createUnpackedGroupedConvProgramInfoLoader=(e,t,n)=>{const u=(l=t.length>2,c=n.cacheKey,{name:"GroupedConv",inputNames:l?["X","W","Bias"]:["X","W"],inputTypes:l?[i.TextureType.unpacked,i.TextureType.unpacked,i.TextureType.unpacked]:[i.TextureType.unpacked,i.TextureType.unpacked],cacheHint:c});var l,c;return Object.assign(Object.assign({},u),{get:()=>((e,t,n,u)=>{const l=t.length>2?"value += getBias(output_channel);":"",c=t[0].dims.slice(),p=t[1].dims.slice(),d=p[0]/u.group;r.Logger.verbose("GroupedConv",`autpPad:${u.autoPad}, dilations:${u.dilations}, group:${u.group}, kernelShape:${u.kernelShape}, pads:${u.pads}, strides:${u.strides}`);const f=(0,a.calculateOutputShape)(c,p,u.dilations,u.pads,u.strides),h=(0,o.getGlsl)(e.session.backend.glContext.version),{activationFunction:g,applyActivation:m}=(0,s.getActivationSnippet)(u),b=`\n  const ivec2 strides = ivec2(${u.strides[0]}, ${u.strides[1]});\n  const ivec2 pads = ivec2(${u.pads[0]}, ${u.pads[1]});\n  ${g}\n  void main() {\n    ivec4 coords = getOutputCoords();\n    int batch = coords.x;\n    int output_channel = coords.y;\n    ivec2 xRCCorner = coords.zw * strides - pads;\n    int group_id = output_channel / ${d};\n\n    float value = 0.0;\n    for (int wInChannel = 0; wInChannel < ${p[1]}; wInChannel++) {\n      int input_channel = group_id * ${p[1]} + wInChannel;\n      for (int wHeight = 0; wHeight < ${p[2]}; wHeight++) {\n        int xHeight = xRCCorner.x + wHeight * ${u.dilations[0]};\n\n        if (xHeight < 0 || xHeight >= ${c[2]}) {\n          continue;\n        }\n\n        for (int wWidth = 0; wWidth < ${p[3]}; wWidth++) {\n          int xWidth = xRCCorner.y + wWidth * ${u.dilations[1]};\n          if (xWidth < 0 || xWidth >= ${c[3]}) {\n            continue;\n          }\n\n          float xVal = getX(batch, input_channel, xWidth, xHeight);\n          float wVal = getW(output_channel, wInChannel, wWidth, wHeight);\n          value += xVal*wVal;\n        }\n      }\n    }\n    ${l}\n    ${m}\n    ${h.output} = vec4(value, .0, .0, .0);\n  }\n`;return Object.assign(Object.assign({},n),{output:{dims:f,type:t[0].type,textureType:i.TextureType.unpacked},shaderSource:b,hasMain:!0})})(e,t,u,n)})}},7708:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.conv2DPacked=t.conv2DPackedPointwise=void 0;const r=n(9754),o=n(5950),i=n(5632);t.conv2DPackedPointwise=(e,t,n)=>{const o=t[0].dims,a=t[1].dims,s=(0,r.calculateOutputShape)(o,a,n.dilations,n.pads,n.strides),u=e.reshapePacked(t[0],[o[1],o[2]*o[3]]),l=e.reshapePacked(t[1],[a[0],a[1]]),c=t.length>2?[l,u,t[2]]:[l,u],p=e.run((0,i.createPackedMatmulProgramInfoLoader)(e,c,n),c);return e.reshapePacked(p,s)},t.conv2DPacked=(e,t,n)=>{const a=t[0].dims,s=t[1].dims,u=(0,r.calculateOutputShape)(a,s,n.dilations,n.pads,n.strides),l=e.run((0,o.createPackedIm2ColProgramInfoLoader)(e,t[0],t[1],u,n),[t[0]]),c=e.reshapePacked(t[1],[s[0],s[1]*s[2]*s[3]]),p=3===t.length?[c,l,t[2]]:[c,l],d=e.run((0,i.createPackedMatmulProgramInfoLoader)(e,p,n),p);return e.reshapePacked(d,u)}},5042:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.parseConvTransposeAttributes=t.convTranspose=void 0;const r=n(4910),o=n(6757),i=n(5639),a=n(2150),s=(e,t,n,r,o,i)=>(e-1)*t+n+(r-1)*o+1-i,u=(e,t,n,r,o)=>{const i=Math.floor(e/2);"SAME_UPPER"===t?(n[r]=i,n[o]=e-i):"SAME_LOWER"===t&&(n[r]=e-i,n[o]=i)};t.convTranspose=(e,t,n)=>(d(t,n),l(e,t,n));const l=(e,t,n)=>{const r=p(n,t);return[c(e,t,r)]},c=(e,t,n)=>e.run(((e,t,n)=>{const r=(s=t.length>2,u=n.cacheKey,{name:"ConvTranspose",inputNames:s?["X","W","B"]:["X","W"],inputTypes:s?[i.TextureType.unpacked,i.TextureType.unpacked,i.TextureType.unpacked]:[i.TextureType.unpacked,i.TextureType.unpacked],cacheHint:u});var s,u;return Object.assign(Object.assign({},r),{get:()=>((e,t,n,r)=>{const s=t.length>2?"getB(output_channel)":"0.0",u=t[0].dims,l=t[1].dims,c=l[1],p=l[0]/r.group,d=[t[0].dims[0],t[1].dims[1]*r.group,...r.outputShape],f=(0,o.getGlsl)(e.session.backend.glContext.version),{activationFunction:h,applyActivation:g}=(0,a.getActivationSnippet)(r),m=`\n  const ivec2 strides = ivec2(${r.strides[0]}, ${r.strides[1]});\n  const ivec2 pads = ivec2(${r.pads[0]}, ${r.pads[1]});\n  ${h}\n  void main() {\n    ivec4 coords = getOutputCoords();\n    int batch = coords.x;\n    int output_channel = coords.y;\n\n    ivec2 loc = coords.zw + pads;\n\n    int group_id = output_channel / ${c};\n    int wOutChannel = output_channel - group_id * ${c};\n\n    float value = ${s};\n    for (int inChannelOffset = 0; inChannelOffset < ${p}; inChannelOffset++) {\n      int input_channel = group_id * ${p} + inChannelOffset;\n      for (int wWOff = 0; wWOff < ${l[2]}; wWOff++) {\n        for (int wHOff = 0; wHOff < ${l[3]}; wHOff++) {\n          ivec2 wOff = ivec2(wWOff * ${r.dilations[0]}, wHOff * ${r.dilations[1]});\n          ivec2 wLoc = loc - wOff;\n          ivec2 wLocIn = wLoc / strides;\n          if (\n            wLocIn * strides == wLoc &&\n            wLocIn.x >= 0 && wLocIn.x < ${u[2]} &&\n            wLocIn.y >= 0 && wLocIn.y < ${u[3]}\n          ) {\n            float xVal = getX(batch, input_channel, wLocIn.y, wLocIn.x);\n            float wVal = getW(input_channel, wOutChannel, wHOff, wWOff);\n            value += xVal * wVal;\n          }\n        }\n      }\n    }\n    ${g}\n    ${f.output} = vec4(value, .0, .0, .0);\n  }\n`;return Object.assign(Object.assign({},n),{output:{dims:d,type:t[0].type,textureType:i.TextureType.unpacked},shaderSource:m,hasMain:!0})})(e,t,r,n)})})(e,t,n),t),p=(e,t)=>{const n=e.kernelShape.slice();if(0===e.kernelShape.length)for(let e=2;e<t[1].dims.length;++e)n.push(t[1].dims[e]);const r=e.pads.slice(),o=e.outputShape.slice();((e,t,n,r,o,i,a,l)=>{const c=e.length-2,p=0===l.length;for(let d=0;d<c;++d){const f=p?e[d+2]*i[d]:l[d],h=s(e[d+2],i[d],o[d],t[d],n[d],f);u(h,r,o,d,d+c),p&&l.push(i[d]*(e[d+2]-1)+a[d]+(t[d]-1)*n[d]+1-o[d]-o[d+c])}})(t[0].dims,n,e.dilations,e.autoPad,r,e.strides,e.outputPadding,o);const i=Object.assign({},e);return Object.assign(i,{kernelShape:n,pads:r,outputShape:o,cacheKey:e.cacheKey}),i};t.parseConvTransposeAttributes=e=>{const t=e.attributes,n=(0,a.parseInternalActivationAttributes)(t),o=t.getString("auto_pad","NOTSET"),i=t.getInts("dilations",[1,1]),s=t.getInt("group",1),u=t.getInts("kernel_shape",[]),l=t.getInts("output_padding",[0,0]),c=t.getInts("output_shape",[]),p=t.getInts("pads",[0,0,0,0]),d=t.getInts("strides",[1,1]);return(0,r.createAttributeWithCacheKey)(Object.assign({autoPad:o,dilations:i,group:s,kernelShape:u,outputPadding:l,outputShape:c,pads:p,strides:d},n))};const d=(e,t)=>{if(!e||2!==e.length&&3!==e.length)throw new Error("Conv requires 2 or 3 inputs");if(4!==e[0].dims.length||4!==e[1].dims.length)throw new Error("currently only support 2-dimensional conv");if(e[0].dims[1]!==e[1].dims[0])throw new Error("FILTER_IN_CHANNEL should be equal to DATA_CHANNEL");const n=e[1].dims[1]*t.group;if(3===e.length&&(1!==e[2].dims.length||e[2].dims[0]!==n))throw new Error("invalid bias");const r=e[0].dims.length-2;if(t.dilations.length!==r)throw new Error(`dilations should be ${r}D`);if(t.strides.length!==r)throw new Error(`strides should be ${r}D`);if(t.pads.length!==2*r)throw new Error(`pads should be ${2*r}D`);if(t.outputPadding.length!==r)throw new Error(`output_padding should be ${r}D`);if(0!==t.kernelShape.length&&t.kernelShape.length!==e[1].dims.length-2)throw new Error("invalid kernel shape");if(0!==t.outputShape.length&&t.outputShape.length!==e[0].dims.length-2)throw new Error("invalid output shape");if("float32"!==e[0].type||"float32"!==e[1].type)throw new Error("ConvTranspose input(X,W) should be float tensor");if(3===e.length&&"float32"!==e[2].type)throw new Error("ConvTranspose input(bias) should be float tensor")}},9754:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.parseConvAttributes=t.conv=t.calculateOutputShape=void 0;const r=n(4910),o=n(7273),i=n(7825),a=n(7708),s=n(3281),u=n(2150),l=n(1625),c=n(8276);t.calculateOutputShape=(e,t,n,r,o)=>{const i=e[0],a=e.slice(2),s=a.length,u=t[0],l=t.slice(2).map(((e,t)=>e+(e-1)*(n[t]-1))),c=a.map(((e,t)=>e+r[t]+r[t+s])).map(((e,t)=>Math.floor((e-l[t]+o[t])/o[t])));return[i,u].concat(...c)},t.conv=(e,t,n)=>(g(t,n),p(e,t,n));const p=(e,t,n)=>{const r=h(n,t),o=e.session.pack,s=1===r.kernelShape[0]&&1===r.kernelShape[1];return r.group>1?[e.run((0,i.createUnpackedGroupedConvProgramInfoLoader)(e,t,r),t)]:s&&o?[d(e,t,r)]:o&&4===t[0].dims.length&&1===t[0].dims[0]&&!s?[(0,a.conv2DPacked)(e,t,r)]:[f(e,t,r)]},d=(e,n,r)=>{const o=n[0].dims,i=n[1].dims,a=(0,t.calculateOutputShape)(o,i,r.dilations,r.pads,r.strides),s=e.reshapeUnpacked(n[0],[o[1],o[2]*o[3]]),u=e.reshapeUnpacked(n[1],[i[0],i[1]]),l=n.length>2?[u,s,n[2]]:[u,s],p=e.run((0,c.createMatmulProgramInfoLoader)(l,r),l);return e.reshapeUnpacked(p,a)},f=(e,n,r)=>{const o=n[0].dims,i=n[1].dims,a=(0,t.calculateOutputShape)(o,i,r.dilations,r.pads,r.strides),u=e.run((0,l.createIm2ColProgramInfoLoader)(e,n[0],n[1],a,r),[n[0]]),c=3===n.length?[u,n[1],n[2]]:[u,n[1]];return e.run((0,s.createDotProductProgramInfoLoader)(e,n,a,r),c)},h=(e,t)=>{const n=e.kernelShape.slice();if(0===e.kernelShape.length)for(let e=2;e<t[1].dims.length;++e)n.push(t[1].dims[e]);const r=e.pads.slice();o.PoolConvUtil.adjustPadsBasedOnAutoPad(t[0].dims,e.strides,e.dilations,n,r,e.autoPad);const i=Object.assign({},e);return Object.assign(i,{kernelShape:n,pads:r,cacheKey:e.cacheKey}),i};t.parseConvAttributes=e=>{const t=e.attributes,n=(0,u.parseInternalActivationAttributes)(t),o=t.getString("auto_pad","NOTSET"),i=t.getInts("dilations",[1,1]),a=t.getInt("group",1),s=t.getInts("kernel_shape",[]),l=t.getInts("pads",[0,0,0,0]),c=t.getInts("strides",[1,1]);return(0,r.createAttributeWithCacheKey)(Object.assign({autoPad:o,dilations:i,group:a,kernelShape:s,pads:l,strides:c},n))};const g=(e,t)=>{if(!e||2!==e.length&&3!==e.length)throw new Error("Conv requires 2 or 3 inputs");if(4!==e[0].dims.length||4!==e[1].dims.length)throw new Error("currently only support 2-dimensional conv");if(e[0].dims[1]!==e[1].dims[1]*t.group)throw new Error("FILTER_IN_CHANNEL should be equal to DATA_CHANNEL");if(3===e.length&&(1!==e[2].dims.length||e[1].dims[0]!==e[2].dims[0]))throw new Error("invalid bias");const n=e[0].dims.length-2;if(t.dilations.length!==n)throw new Error(`dilations should be ${n}D`);if(t.strides.length!==n)throw new Error(`strides should be ${n}D`);if(t.pads.length!==2*n)throw new Error(`pads should be ${2*n}D`);if(0!==t.kernelShape.length&&t.kernelShape.length!==e[1].dims.length-2)throw new Error("invalid kernel shape");if("float32"!==e[0].type||"float32"!==e[1].type)throw new Error("Conv input(X,W) should be float tensor");if(3===e.length&&"float32"!==e[2].type)throw new Error("Conv input(bias) should be float tensor")}},6742:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.parseDepthToSpaceAttributes=t.depthToSpace=void 0;const r=n(5707);t.depthToSpace=(e,t,n)=>{o(t);const i=n.blocksize,a=i*i,s="DCR"===n.mode?[0,3,4,1,5,2]:[0,1,4,2,5,3],u="DCR"===n.mode?[t[0].dims[0],i,i,t[0].dims[1]/a,t[0].dims[2],t[0].dims[3]]:[t[0].dims[0],t[0].dims[1]/a,i,i,t[0].dims[2],t[0].dims[3]],l=e.reshapeUnpacked(t[0],u),c={perm:s,cacheKey:`${s}`},[p]=(0,r.transpose)(e,[l],c),d=[t[0].dims[0],t[0].dims[1]/a,t[0].dims[2]*i,t[0].dims[3]*i];return[e.reshapeUnpacked(p,d)]},t.parseDepthToSpaceAttributes=e=>{const t=e.attributes.getInt("blocksize");if(t<1)throw new Error(`blocksize must be >= 1, but got : ${t} for DepthToSpace`);const n=e.attributes.getString("mode","DCR");if("DCR"!==n&&"CRD"!==n)throw new Error(`unrecognized mode: ${n} for DepthToSpace`);return{mode:n,blocksize:t}};const o=e=>{if(1!==e.length)throw new Error(`DepthToSpace expect 1 inputs, but got ${e.length}`);if("string"===e[0].type||4!==e[0].dims.length)throw new TypeError("DepthToSpace input should be a 4-D numeric tensor")}},3281:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.createDotProductProgramInfoLoader=void 0;const r=n(7273),o=n(6757),i=n(5639),a=n(2150),s=n(1625);t.createDotProductProgramInfoLoader=(e,t,n,u)=>{const l=((e,t)=>({name:"ConvDotProduct",inputNames:e?["Im2Col","K","B"]:["Im2Col","K"],inputTypes:e?[i.TextureType.unpacked,i.TextureType.packedLastDimension,i.TextureType.unpacked]:[i.TextureType.unpacked,i.TextureType.packedLastDimension],cacheKey:t.activationCacheKey}))(t.length>2,u);return Object.assign(Object.assign({},l),{get:()=>((e,t,n,u,l)=>{const c=n[0].dims,p=n[1].dims,d=[p[0],Math.ceil(c[1]*p[2]*p[3]/4)],f=(0,s.calculateIm2ColDims)(c,p,u),[h,g]=e.calculateTextureWidthAndHeight(d,i.TextureType.packedLastDimension),m=r.ShapeUtil.computeStrides(f),[b,y]=e.calculateTextureWidthAndHeight(f,i.TextureType.packedLastDimension),w=u.length,_=n.length<3?"0.0":"_B(b)",v=Math.ceil(c[1]*p[2]*p[3]/4),{activationFunction:x,applyActivation:T}=(0,a.getActivationSnippet)(l),S=(0,o.getGlsl)(e.session.backend.glContext.version),O=`\n${x}\nfloat process(int indices[${w}]) {\n  int b[1];\n  b[0] = indices[1];\n  int im2col[4];\n  im2col[0] = indices[0];\n  im2col[1] = indices[2];\n  im2col[2] = indices[3];\n  int im2colOffset = im2col[0] * ${m[0]} + im2col[1] * ${m[1]} + im2col[2] * ${m[2]};\n  int kernelOffset = indices[1] * ${d[1]};\n  float value = ${_};\n  for (int i = 0; i < ${v}; ++i) {\n    vec2 im2colCoords = offsetToCoords(im2colOffset, ${b}, ${y});\n    vec2 kernelCoords = offsetToCoords(kernelOffset, ${h}, ${g});\n    value += dot(${S.texture2D}(Im2Col, im2colCoords), ${S.texture2D}(K, kernelCoords));\n    ++im2colOffset;\n    ++kernelOffset;\n  }\n  ${T}\n  return value;\n}`;return Object.assign(Object.assign({},t),{output:{dims:u,type:n[0].type,textureType:i.TextureType.unpacked},shaderSource:O})})(e,l,t,n,u)})}},4125:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.parseFlattenAttributes=t.flatten=void 0;const r=n(7273);t.flatten=(e,t,n)=>{o(t,n);const i=r.ShapeUtil.flattenShape(t[0].dims,n);return[e.reshapeUnpacked(t[0],i)]},t.parseFlattenAttributes=e=>e.attributes.getInt("axis",1);const o=(e,t)=>{if(!e||1!==e.length)throw new Error("Flatten requires 1 input.");const n=e[0].dims.length;if(0===n)throw new Error("scalar tensor is not supported.");if(t<-n||t>n)throw new Error("Invalid axis");if("string"===e[0].type)throw new Error("string tensor is not supported.")}},2150:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.parseInternalActivationAttributes=t.getActivationSnippet=void 0;const r=n(7273),o=n(9087);t.getActivationSnippet=function(e){let t;switch(e.activation){case"Relu":t=(0,o.glslRelu)();break;case"Sigmoid":t=(0,o.glslSigmoid)();break;case"Clip":t=(0,o.glslClip)(e.clipMin,e.clipMax);break;default:return{activationFunction:"",applyActivation:""}}const n=t.name;return{activationFunction:t.body,applyActivation:`value = ${n}_(value);`}},t.parseInternalActivationAttributes=e=>{const t=e.getString("activation","");if("Clip"===t){const[n,o]=e.getFloats("activation_params",[r.MIN_CLIP,r.MAX_CLIP]);return{activation:t,clipMax:o,clipMin:n,activationCacheKey:`${t}:${n},${o}`}}return{activation:t,activationCacheKey:t}}},6149:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.parseGatherAttributes=t.gather=void 0;const r=n(4910),o=n(6145),i=n(7273),a=n(5639);t.gather=(e,t,n)=>(l(t,n.axis),[e.run(u(e,t,n),t)]),t.parseGatherAttributes=e=>(0,r.createAttributeWithCacheKey)({axis:e.attributes.getInt("axis",0)});const s={name:"Gather",inputNames:["A","B"],inputTypes:[a.TextureType.unpacked,a.TextureType.unpacked]},u=(e,t,n)=>{const r=Object.assign(Object.assign({},s),{cacheHint:n.cacheKey});return Object.assign(Object.assign({},r),{get:()=>((e,t,n,r)=>{const o=n[0].dims.slice(),s=n[1].dims.slice(),u=new Array(o.length+s.length-1);r=i.ShapeUtil.normalizeAxis(r,o.length);const l=[];for(let e=0;e<u.length;e++)e<r?(u[e]=o[e],l.push(`inputIdx[${e}] = outputIdx[${e}];`)):e<r+s.length?(u[e]=s[e-r],l.push(`indexDataIdx[${e-r}] = outputIdx[${e}];`)):(u[e]=o[e-s.length+1],l.push(`inputIdx[${e-s.length+1}] = outputIdx[${e}];`));const c=`\n      float process(int outputIdx[${u.length||1}]) {\n        int inputIdx[${o.length}];\n        int indexDataIdx[${s.length||1}];\n        indexDataIdx[0] = 0;\n        ${l.join("\n        ")}\n        int idx = int(_B(indexDataIdx));\n        inputIdx[${r}] = idx < 0 ? idx + ${o[r]} : idx;\n        return _A(inputIdx);\n      }`;return Object.assign(Object.assign({},t),{output:{dims:u,type:n[0].type,textureType:a.TextureType.unpacked},shaderSource:c})})(0,r,t,n.axis)})},l=(e,t)=>{if(!e||2!==e.length)throw new Error("Gather requires 2 inputs.");const n=e[0].dims.length;if(n<1)throw new Error("Invalid input shape.");if(t<-n||t>n-1)throw new Error("Invalid axis.");if(-1===o.NUMBER_TYPES.indexOf(e[0].type))throw new Error("Invaid input type.");if("int32"!==e[1].type&&"int16"!==e[1].type)throw new Error("Invaid input type.")}},5378:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.parseGemmAttributesV11=t.parseGemmAttributesV7=t.gemm=void 0;const r=n(4910),o=n(7273),i=n(5639);t.gemm=(e,t,n)=>(l(t,n),[e.run(s(t,n),t)]);const a=(e,t)=>{const n=0!==e.attributes.getInt("transA",0),o=0!==e.attributes.getInt("transB",0),i=e.attributes.getFloat("alpha",1),a=e.attributes.getFloat("beta",1);return(0,r.createAttributeWithCacheKey)({transA:n,transB:o,alpha:i,beta:a,isOptionalC:t})};t.parseGemmAttributesV7=e=>a(e,!1),t.parseGemmAttributesV11=e=>a(e,!0);const s=(e,t)=>{const n={name:"Gemm",inputNames:3===e.length?["A","B","C"]:["A","B"],inputTypes:3===e.length?[i.TextureType.unpacked,i.TextureType.unpacked,i.TextureType.unpacked]:[i.TextureType.unpacked,i.TextureType.unpacked],key:t.cacheKey};return Object.assign(Object.assign({},n),{get:()=>u(n,e,t)})},u=(e,t,n)=>{const r=t[0].dims.slice(),a=t[1].dims.slice(),[s,u]=o.GemmUtil.getShapeOfGemmResult(r,n.transA,a,n.transB,3===t.length?t[2].dims:void 0),l=[s,u];if(!l)throw new Error("Can't use gemm on the given tensors");let c=r[r.length-1],p="";n.transA&&(c=r[0]),n.transA&&n.transB?p="value += _A_T(a) * _B_T(b);":n.transA&&!n.transB?p="value += _A_T(a) * _B(b);":!n.transA&&n.transB?p="value += _A(a) * _B_T(b);":n.transA||n.transB||(p="value += _A(a) * _B(b);");const d=l.length,f=`\n      float process(int indices[${d}]) {\n          int a[${d}];\n          int b[${d}];\n          ${3===t.length?`int c[${t[2].dims.length}];`:""}\n\n          copyVec(indices, a);\n          copyVec(indices, b);\n          ${3===t.length?"bcastIndices_C(indices, c);":""}\n\n          float value = 0.0;\n          for (int k=0; k<${c}; ++k) {\n              a[${d-1}] = k;\n              b[${d-2}] = k;\n              ${p}\n          }\n\n          value = value * alpha;\n          ${3===t.length?"value += beta * _C(c);":""}\n          return value;\n      }`;return Object.assign(Object.assign({},e),{output:{dims:l,type:t[0].type,textureType:i.TextureType.unpacked},variables:[{name:"alpha",type:"float",data:n.alpha},{name:"beta",type:"float",data:n.beta}],shaderSource:f})},l=(e,t)=>{if(!e)throw new Error("Input is missing");if(t.isOptionalC&&(e.length<2||e.length>3))throw new Error("Invaid input shape.");if(!t.isOptionalC&&3!==e.length)throw new Error("Gemm requires 3 inputs");if(3===e.length&&1!==e[2].dims.length&&2!==e[2].dims.length)throw new Error("Invalid input shape of C");if("float32"!==e[0].type&&"float64"!==e[0].type||"float32"!==e[1].type&&"float64"!==e[1].type||3===e.length&&"float32"!==e[2].type&&"float64"!==e[2].type)throw new Error("Invalid input type.");if(e[0].type!==e[1].type||3===e.length&&e[0].type!==e[2].type)throw new Error("Input types are mismatched")}},5950:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.createPackedIm2ColProgramInfoLoader=void 0;const r=n(6757),o=n(5639),i=n(5614);t.createPackedIm2ColProgramInfoLoader=(e,t,n,a,s)=>{const u=(l=s.cacheKey,{name:"Im2Col (packed)",inputNames:["A"],inputTypes:[o.TextureType.packed],cacheHint:l});var l;return Object.assign(Object.assign({},u),{get:()=>((e,t,n,a,s,u)=>{const l=n.dims,c=a.dims,p=s.length,d=[c[1]*c[2]*c[3],s[2]*s[3]],f=c[2]*c[3],h=(0,i.unpackFromChannel)(),g=(0,r.getGlsl)(e.session.backend.glContext.version);let m="";for(let e=0;e<=1;e++)for(let t=0;t<=1;t++)m+=`\n            blockIndex = rc.x + ${t};\n            pos = rc.y + ${e};\n\n            if(blockIndex < ${d[1]} && pos < ${d[0]}) {\n              offsetY = int(blockIndex / (${s[p-1]})) * ${u.strides[0]} -\n                ${u.pads[0]};\n              d0 = offsetY + ${u.dilations[0]} * (imod(pos, ${f}) / ${c[2]});\n\n              if(d0 < ${l[2]} && d0 >= 0) {\n                offsetX = imod(blockIndex, ${s[p-1]}) * ${u.strides[1]} -\n                  ${u.pads[1]};\n                d1 = offsetX + ${u.dilations[1]} * imod(imod(pos, ${f}), ${c[2]});\n\n                if(d1 < ${l[3]} && d1 >= 0) {\n\n                  ch = int(float(pos)/ ${f}.);\n                    innerDims = vec2(d0, d1);\n                    result[${2*e+t}] = getChannel(\n                      getA(0, ch, int(innerDims.x),\n                      int(innerDims.y)), innerDims);\n                }\n              }\n            }\n\n          `;const b=`\n      ${h}\n\n      void main() {\n        ivec2 rc = getOutputCoords();\n          vec4 result = vec4(0.0);\n          int blockIndex, pos, offsetY, d0, offsetX, d1, ch;\n          vec2 innerDims;\n          ${m}\n          ${g.output} = result;\n      }\n            `;return Object.assign(Object.assign({},t),{output:{dims:d,type:n.type,textureType:o.TextureType.packed},shaderSource:b,hasMain:!0})})(e,u,t,n,a,s)})}},1625:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.calculateIm2ColDims=t.createIm2ColProgramInfoLoader=void 0;const r=n(5639);t.createIm2ColProgramInfoLoader=(e,n,o,i,a)=>{const s=(u=a.cacheKey,{name:"Im2Col",inputNames:["X"],inputTypes:[r.TextureType.unpacked],cacheHint:u});var u;return Object.assign(Object.assign({},s),{get:()=>((e,n,o,i,a,s)=>{const u=o.dims,l=i.dims,c=a.length,p=(0,t.calculateIm2ColDims)(u,l,a,4),d=`\n        const int XC = ${u[1]};\n        const int XH = ${u[2]};\n        const int XW = ${u[3]};\n        const int KH = ${s.kernelShape[0]};\n        const int KW = ${s.kernelShape[1]};\n        const int dilationH = ${s.dilations[0]};\n        const int dilationW = ${s.dilations[1]};\n        const int strideH = ${s.strides[0]};\n        const int strideW = ${s.strides[1]};\n        const int padH = ${s.pads[0]};\n        const int padW = ${s.pads[1]};\n        const int KHKW = KH*KW;\n        const int XCKHKW = XC * KHKW;\n        const int outputChannels = 4;\n        vec4 process(int indices[${c}]) {\n          int b  = indices[0]; // batch size\n          int oh = indices[1] * strideH - padH; //output height\n          int ow = indices[2] * strideW - padW; //output width\n          int p = indices[3] * outputChannels; //patch\n          vec4 value = vec4(0.0);\n          for(int i=0; i < outputChannels; ++i) {\n            if(p < XCKHKW) {\n              int patchC = p / KHKW;\n              int patchH = (p - patchC*KHKW) / KW;\n              int patchW = (p - patchC*KHKW) - patchH * KW;\n              int xh2 = oh + patchH * dilationH;\n              int xw2 = ow + patchW * dilationW;\n              int x[${u.length}];\n              x[0] = b;\n              x[1] = patchC;\n              x[2] = xh2;\n              x[3] = xw2;\n              if(xh2 >= 0 &&\n                  xh2 < XH &&\n                  xw2 >= 0 &&\n                  xw2 < XW) {\n                value[i] = _X(x);\n              }\n            }\n            ++p;\n          }\n          return value;\n        }\n        `;return Object.assign(Object.assign({},n),{output:{dims:p,type:o.type,textureType:r.TextureType.packedLastDimension},shaderSource:d})})(0,s,n,o,i,a)})},t.calculateIm2ColDims=(e,t,n,r=4)=>[n[0],n[2],n[3],Math.ceil(e[1]*t[2]*t[3]/r)]},6981:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.parseImageScalerAttributes=t.imageScaler=void 0;const r=n(4910),o=n(5639);t.imageScaler=(e,t,n)=>(u(t),[e.run(a(e,t,n),t)]),t.parseImageScalerAttributes=e=>{const t=e.attributes.getFloat("scale"),n=e.attributes.getFloats("bias");return(0,r.createAttributeWithCacheKey)({scale:t,bias:n})};const i={name:"ImageScaler",inputNames:["X"],inputTypes:[o.TextureType.unpacked]},a=(e,t,n)=>{const r=Object.assign(Object.assign({},i),{cacheHint:n.cacheKey});return Object.assign(Object.assign({},r),{get:()=>((e,t,n,r)=>{const i=n[0].dims.slice(),a=i.length,u=`\n      ${s(r.bias.length)}\n      float process(int indices[${a}]) {\n        return _X(indices) * scale + getBias(bias, indices[1]);\n      }`;return Object.assign(Object.assign({},t),{output:{dims:i,type:n[0].type,textureType:o.TextureType.unpacked},variables:[{name:"bias",type:"float",arrayLength:r.bias.length,data:r.bias},{name:"scale",type:"float",data:r.scale}],shaderSource:u})})(0,r,t,n)})},s=e=>{const t=[`float getBias(float bias[${e}], int channel) {`];for(let n=0;n<e;++n)0===n?t.push(`\tif (channel == ${n}) { return bias[${n}]; }`):n===e-1?t.push(`\telse { return bias[${n}]; }`):t.push(`\telse if (channel == ${n}) { return bias[${n}]; }`);return t.push("\t}"),t.join("\n")},u=e=>{if(!e||1!==e.length)throw new Error("ImageScaler requires 1 input.");if(4!==e[0].dims.length)throw new Error("Invalid input shape.");if("float32"!==e[0].type&&"float64"!==e[0].type)throw new Error("Invalid input type.")}},7413:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.parseInstanceNormalizationAttributes=t.instanceNormalization=void 0;const r=n(6757),o=n(5639);t.instanceNormalization=(e,t,n)=>{l(t);const r=e.run(a(t[0]),t);return[e.run(u(e,t[0],n,r.dims),[t[0],r,t[1],t[2]])]},t.parseInstanceNormalizationAttributes=e=>e.attributes.getFloat("epsilon",1e-5);const i={name:"InstanceNormalization_MeanAndVariance",inputNames:["X"],inputTypes:[o.TextureType.unpacked]},a=e=>Object.assign(Object.assign({},i),{get:()=>((e,t)=>{const n=t.dims.slice(),r=n[1],i=n[2]*n[3],a=[n[0],r],s=`\n      vec4 process(int[2] indices) {\n        vec4 v = vec4(0.0);\n        int a[4];\n        a[0] = indices[0];\n        a[1] = indices[1];\n        float temp = 0.0;\n        for(int a2=0; a2<${n[2]}; a2++) {\n          a[2] = a2;\n          for(int a3=0; a3<${n[3]}; a3++) {\n            a[3] = a3;\n            float x = _X(a);\n            temp += x;\n          }\n        }\n        float mean = temp / float(${i});\n        temp = 0.0;\n        for(int a2=0; a2<${n[2]}; a2++) {\n          a[2] = a2;\n          for(int a3=0; a3<${n[3]}; a3++) {\n            a[3] = a3;\n            float x = _X(a);\n            temp += (x - mean) * (x - mean);\n          }\n        }\n        v.r = mean;\n        v.g = temp / float(${i});\n\n        return v;\n      }`;return Object.assign(Object.assign({},e),{output:{dims:a,type:t.type,textureType:o.TextureType.packedLastDimension},shaderSource:s})})(i,e)}),s={name:"InstanceNormalization_ComputeOutput",inputNames:["X","MeanAndVariance","Scale","B"],inputTypes:[o.TextureType.unpacked,o.TextureType.packedLastDimension,o.TextureType.unpacked,o.TextureType.unpacked]},u=(e,t,n,i)=>{const a=Object.assign(Object.assign({},s),{cacheHint:`${n}`});return Object.assign(Object.assign({},a),{get:()=>((e,t,n,i,a)=>{const s=(0,r.getGlsl)(e.session.backend.glContext.version),[u,l]=e.calculateTextureWidthAndHeight(a,o.TextureType.packedLastDimension),[c,p]=[u/4,l],d=`\n      vec4 get_MeanAndVariance(int[2] mv) {\n        int offset = indicesToOffset_MeanAndVariance(mv);\n        vec2 coords = offsetToCoords(offset, ${c}, ${p});\n        return ${s.texture2D}(MeanAndVariance, coords);\n      }\n\n      float process(int[4] indices) {\n        int mv[2];\n        mv[0] = indices[0];\n        mv[1] = indices[1];\n        vec4 mean_and_variance = get_MeanAndVariance(mv);\n        float mean = mean_and_variance.r;\n        float variance = mean_and_variance.g;\n\n        int sb[1];\n        sb[0] = indices[1];\n        float scale = _Scale(sb);\n        float b = _B(sb);\n\n        return scale * (_X(indices) - mean) / sqrt(variance + epsilon) + b;\n      }`;return Object.assign(Object.assign({},t),{output:{dims:n.dims,type:n.type,textureType:o.TextureType.unpacked},variables:[{name:"epsilon",type:"float",data:i}],shaderSource:d})})(e,a,t,n,i)})},l=e=>{if(!e||3!==e.length)throw new Error("InstanceNormalization requires 3 inputs.");const t=e[0],n=e[1],r=e[2];if(t.dims.length<3||1!==n.dims.length||1!==r.dims.length)throw new Error("Invalid input shape.");if(n.dims[0]!==t.dims[1]||r.dims[0]!==t.dims[1])throw new Error("Input shapes are mismatched.");if("float32"!==t.type&&"float64"!==t.type||"float32"!==n.type&&"float64"!==n.type||"float32"!==r.type&&"float64"!==r.type)throw new Error("Invalid input type.");if(4!==e[0].dims.length)throw new Error("Only support 4-D input shape.")}},7006:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.createLrnProgramInfoLoader=t.parseLrnAttributes=t.lrn=void 0;const r=n(4910),o=n(5639);t.lrn=(e,t,n)=>(s(t),[e.run(a(t,n),t)]),t.parseLrnAttributes=e=>{const t=e.attributes.getFloat("alpha",1e-4),n=e.attributes.getFloat("beta",.75),o=e.attributes.getFloat("bias",1),i=e.attributes.getInt("size");return(0,r.createAttributeWithCacheKey)({alpha:t,beta:n,bias:o,size:i})};const i={name:"LRN",inputNames:["X"],inputTypes:[o.TextureType.unpacked]};function a(e,t){return Object.assign(Object.assign({},i),{cacheHint:t.cacheKey,get:()=>function(e,t){const n=e[0].dims[1],r=e[0].dims.length,a=-Math.floor((t.size-1)/2),s=Math.ceil((t.size-1)/2),u=`float(${t.alpha}) / float(${t.size})`,l=`\n    float process(int indices[${r}]) {\n        int c = indices[1];\n        float x = _X(indices);\n        float square_sum = 0.0;\n\n        for (int i = ${a}; i <= ${s}; i++) {\n          int idx = c + i;\n          if (c >= 0 && c < ${n}) {\n            indices[1] = idx;\n            float j = _X(indices);\n            square_sum += j * j;\n          }\n        }\n        return x / pow(float(${t.bias}) + ${u} * square_sum, float(${t.beta}));\n    }`;return Object.assign(Object.assign({},i),{cacheHint:t.cacheKey,output:{dims:e[0].dims,type:e[0].type,textureType:o.TextureType.unpacked},shaderSource:l})}(e,t)})}t.createLrnProgramInfoLoader=a;const s=e=>{if(!e||1!==e.length)throw new Error("LRN requires 1 input.");if(4!==e[0].dims.length)throw new Error('currently only support LRN for input with "NCHW" format');if("float32"!==e[0].type)throw new Error("input should be float type")}},5632:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.createPackedMatmulProgramInfoLoader=void 0;const r=n(7273),o=n(6757),i=n(5639),a=n(432),s=n(2150),u=n(8276);t.createPackedMatmulProgramInfoLoader=(e,t,n)=>{const l=(c=t.length>2,p=n.activationCacheKey,{name:"MatMul (packed)",inputNames:c?["A","B","Bias"]:["A","B"],inputTypes:c?[i.TextureType.packed,i.TextureType.packed,i.TextureType.packed]:[i.TextureType.packed,i.TextureType.packed],cacheHint:p});var c,p;return Object.assign(Object.assign({},l),{get:()=>((e,t,n,l)=>{const c=n.length>2,p=c?"value += getBiasForMatmul();":"",d=n[0].dims,f=n[1].dims,h=r.BroadcastUtil.calcShape(d,f,!0),g=!r.ShapeUtil.areEqual(n[0].dims,n[1].dims);if(!h)throw new Error("Can't use matmul on the given tensors");const m=d[d.length-1],b=Math.ceil(m/2),y=d.length,w=f.length,_=(0,o.getGlsl)(e.session.backend.glContext.version),v=(0,a.getCoordsDataType)(h.length),x=h.length,T=(0,a.getGlChannels)(),{activationFunction:S,applyActivation:O}=(0,s.getActivationSnippet)(l),A=c?`${(0,u.getBiasForMatmul)(v,T,n[2].dims,h,!0)}`:"",E=g?`${function(e,t,n,o){let i=[],a=[];const s=n[0].dims,u=n[1].dims,l=s.length,c=u.length,p=o.length,d=p-l,f=p-c;i=s.map(((e,n)=>`coords.${t[n+d]}`)),i[l-1]="i*2",i.join(", "),a=u.map(((e,n)=>`coords.${t[n+f]}`)),a[c-2]="i*2",a.join(", ");const h=r.BroadcastUtil.getBroadcastDims(s,o),g=r.BroadcastUtil.getBroadcastDims(u,o),m=h.map((e=>`coords.${t[e+d]} = 0;`)).join("\n"),b=g.map((e=>`coords.${t[e+f]} = 0;`)).join("\n"),y=`int lastDim = coords.${t[p-1]};\n  coords.${t[p-1]} = coords.${t[p-2]};\n  coords.${t[p-2]} = lastDim;`;return`\nvec4 getAAtOutCoordsMatmul(int i) {\n  ${e} coords = getOutputCoords();\n  ${y}\n  ${m}\n  vec4 outputValue = getA(${i});\n  return outputValue;\n}\n\nvec4 getBAtOutCoordsMatmul(int i) {\n  ${e} coords = getOutputCoords();\n  ${y}\n  ${b}\n  vec4 outputValue = getB(${a});\n  return outputValue;\n}`}(v,T,n,h)}`:"",I=g?"getAAtOutCoordsMatmul(i)":`getA(${function(e,t){let n="";for(let r=0;r<t-2;r++)n+=`rc.${e[r]}, `;return n+=`rc.${e[t-2]}, i*2`,n}(T,y)})`,$=g?"getBAtOutCoordsMatmul(i)":`getB(${function(e,t){let n="";for(let r=0;r<t-2;r++)n+=`rc.${e[r]}, `;return n+=`i*2, rc.${e[t-1]}`,n}(T,w)})`,P=`\n            ${E}\n            ${A}\n            ${S}\n            void main() {\n              ${g?"":`${v} rc =\n          getOutputCoords(); int lastDim = rc.${T[x-1]}; rc.${T[x-1]} =\n          rc.${T[x-2]}; rc.${T[x-2]} = lastDim;\n      `}\n\n              vec4 value = vec4(0);\n              for (int i = 0; i < ${b}; i++) {\n                vec4 a = ${I};\n                vec4 b = ${$};\n\n                value += (a.rrbb * b.rgrg);\n                value += (a.ggaa * b.baba);\n              }\n              ${p}\n              ${O}\n              ${_.output} = value;\n            }`;return Object.assign(Object.assign({},t),{output:{dims:h,type:n[0].type,textureType:i.TextureType.packed},shaderSource:P,hasMain:!0})})(e,l,t,n)})}},8276:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.getBiasForMatmul=t.createMatmulProgramInfoLoader=t.parseMatMulAttributes=t.matMul=void 0;const r=n(7273),o=n(5639),i=n(432),a=n(2150),s=n(5632);t.matMul=(e,t,n)=>(c(t),e.session.pack?[e.run((0,s.createPackedMatmulProgramInfoLoader)(e,t,n),t)]:[e.run(l(t,n),t)]),t.parseMatMulAttributes=e=>(0,a.parseInternalActivationAttributes)(e.attributes);const u=(e,t)=>({name:"MatMul",inputNames:e?["A","B","Bias"]:["A","B"],inputTypes:e?[o.TextureType.unpacked,o.TextureType.unpacked,o.TextureType.unpacked]:[o.TextureType.unpacked,o.TextureType.unpacked],cacheHint:t});function l(e,t){const n=u(e.length>2,t.activationCacheKey);return Object.assign(Object.assign({},n),{get:()=>function(e,t,n){const s=t[0].dims,u=t[1].dims,l=r.BroadcastUtil.calcShape(s,u,!0);if(!l)throw new Error("Can't use matmul on the given tensors");const c=(0,i.getCoordsDataType)(l.length),d=(0,i.getGlChannels)(),{activationFunction:f,applyActivation:h}=(0,a.getActivationSnippet)(n),g=t.length>2,m=g?"value += getBiasForMatmul();":"",b=g?`${p(c,d,t[2].dims,l,!1)}`:"",y=l.length,w=s.length,_=u.length,v=`\n    ${f}\n    ${b}\n    float process(int indices[${y}]) {\n        int a[${w}];\n        int b[${_}];\n        bcastMatmulIndices_A(indices, a);\n        bcastMatmulIndices_B(indices, b);\n\n        float value;\n        for (int k=0; k<${s[s.length-1]}; ++k) {\n            a[${w-1}] = k;\n            b[${_-2}] = k;\n            value += _A(a) * _B(b);\n        }\n        ${m}\n        ${h}\n        return value;\n    }`;return Object.assign(Object.assign({},e),{output:{dims:l,type:t[0].type,textureType:o.TextureType.unpacked},shaderSource:v})}(n,e,t)})}t.createMatmulProgramInfoLoader=l;const c=e=>{if(!e||2!==e.length)throw new Error("MatMul requires 2 inputs.");if(e[0].dims[e[0].dims.length-1]!==e[1].dims[e[1].dims.length-2])throw new Error("shared dimension does not match.");if("float32"!==e[0].type&&"float64"!==e[0].type||"float32"!==e[1].type&&"float64"!==e[1].type)throw new Error("inputs should be float type");if(e[0].type!==e[1].type)throw new Error("inputs types should match")};function p(e,t,n,o,i){let a="";const s=n.length,u=o.length,l=u-s;a=u<2&&s>0?"coords":n.map(((e,n)=>`coords.${t[n+l]}`)).join(", ");const c=r.BroadcastUtil.getBroadcastDims(n,o).map((e=>`coords.${t[e+l]} = 0;`)).join("\n");let p="vec4(outputValue.xx, outputValue.yy)";return 1===r.ShapeUtil.size(n)&&(p="vec4(outputValue.x)"),i?`\nvec4 getBiasForMatmul() {\n  ${e} coords = getOutputCoords();\n  ${c}\n  vec4 outputValue = getBias(${a});\n  return ${p};\n}`:`\nfloat getBiasForMatmul() {\n  ${e} coords = getOutputCoords();\n  ${c}\n  return getBias(coords.x);\n}`}t.getBiasForMatmul=p},9:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.createPackProgramInfoLoader=void 0;const r=n(6757),o=n(5639),i=n(432),a=n(5614),s={name:"pack",inputNames:["A"],inputTypes:[o.TextureType.unpackedReversed]};t.createPackProgramInfoLoader=(e,t)=>Object.assign(Object.assign({},s),{get:()=>((e,t)=>{const n=(0,r.getGlsl)(e.session.backend.glContext.version),u=t.dims,l=u.length,c=t.dims.length,p=(0,i.getCoordsDataType)(c),d=(0,a.getChannels)("rc",c),f=(h=c,g=d,m=u[u.length-2],b=u[u.length-1],0===h||1===h?"":`\n    int r = ${g[h-2]};\n    int c = ${g[h-1]};\n    int rp1 = ${g[h-2]} + 1;\n    int cp1 = ${g[h-1]} + 1;\n    bool rEdge = rp1 >= ${b};\n    bool cEdge = cp1 >= ${m};\n    `);var h,g,m,b;let y;y=0===l?[1,1]:1===l?[u[0],1]:[u[c-1],u[c-2]];const w=function(e,t,n){if(0===e)return"false";if(1===e)return`rc > ${t[0]}`;let r="";for(let o=e-2;o<e;o++)r+=`${n[o]} >= ${t[o-e+2]}`,o<e-1&&(r+="||");return r}(c,y,d),_=function(e,t){const n=e.length;if(0===n)return"getA(), 0, 0, 0";if(1===n)return`getA(rc),\n            rc + 1 >= ${e[0]} ? 0. : getA(rc + 1),\n            0, 0`;let r="";if(n>2)for(let e=0;e<n-2;++e)r+=`${t[e]},`;return`getA(${r}r, c),\n          rEdge ? 0. : getA(${r}rp1, c),\n          cEdge ? 0. : getA(${r}r, cp1),\n          rEdge || cEdge ? 0. : getA(${r}rp1, cp1)`}(u,d),v=`\n        void main() {\n          ${p} rc = getOutputCoords();\n\n          if(${w}) {\n            ${n.output} = vec4(0);\n          } else {\n            ${f}\n\n            ${n.output} = vec4(${_});\n          }\n        }\n      `;return Object.assign(Object.assign({},s),{hasMain:!0,output:{dims:t.dims,type:t.type,textureType:o.TextureType.packed},shaderSource:v})})(e,t)})},5614:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.unpackFromChannel=t.getChannels=t.getVecChannels=void 0;const r=n(432);function o(e,t){return(0,r.getGlChannels)(t).map((t=>`${e}.${t}`))}t.getVecChannels=o,t.getChannels=function(e,t){return 1===t?[e]:o(e,t)},t.unpackFromChannel=function(){return"\n    float getChannel(vec4 frag, int dim) {\n      int modCoord = imod(dim, 2);\n      return modCoord == 0 ? frag.r : frag.g;\n    }\n\n    float getChannel(vec4 frag, vec2 innerDims) {\n      vec2 modCoord = mod(innerDims, 2.);\n      return modCoord.x == 0. ?\n        (modCoord.y == 0. ? frag.r : frag.g) :\n        (modCoord.y == 0. ? frag.b : frag.a);\n    }\n  "}},5565:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.parsePadAttributesV11=t.padV11=t.parsePadAttributesV2=t.padV2=void 0;const r=n(4910),o=n(7273),i=n(6757),a=n(5639),s={name:"Pad",inputNames:["A"],inputTypes:[a.TextureType.unpacked]};t.padV2=(e,t,n)=>(c(t),[e.run(Object.assign(Object.assign({},s),{cacheHint:n.cacheKey,get:()=>l(e,t[0],n)}),t)]),t.parsePadAttributesV2=e=>{const t=e.attributes.getString("mode","constant"),n=e.attributes.getFloat("value",0),o=e.attributes.getInts("pads");return(0,r.createAttributeWithCacheKey)({mode:t,value:n,pads:o})},t.padV11=(e,n,r)=>{p(n);const o=u(e,n,r);return(0,t.padV2)(e,[n[0]],o)},t.parsePadAttributesV11=e=>e.attributes.getString("mode","constant");const u=(e,t,n)=>{if(!e.session.isInitializer(t[1].dataId)||t.length>=3&&!e.session.isInitializer(t[2].dataId))throw new Error("dynamic pad attributes are not allowed");const o=Array.from(t[1].integerData),i=t.length>=3?t[2].floatData[0]:0;return(0,r.createAttributeWithCacheKey)({mode:n,pads:o,value:i})},l=(e,t,n)=>{const r=o.ShapeUtil.padShape(t.dims.slice(),n.pads),i=r.length,s=`\n      ${d(e,t,n)}\n      float process(int[${i}] indices) {\n          return padA(indices);\n      }`;return{name:"Pad",inputNames:["A"],inputTypes:[a.TextureType.unpacked],output:{dims:r,type:t.type,textureType:a.TextureType.unpacked},shaderSource:s}},c=e=>{if(!e||1!==e.length)throw new Error("Pad requires 1 input");if("float32"!==e[0].type&&"float64"!==e[0].type)throw new Error("Invalid input type.")},p=e=>{if(!e||2!==e.length&&3!==e.length)throw new Error("Pad requires 2 or 3 inputs");if("int32"!==e[1].type)throw new Error("Invalid input type.");if(e.length>=3&&"string"===e[2].type)throw new Error("Invalid input type.")},d=(e,t,n)=>{const r=(0,i.getGlsl)(e.session.backend.glContext.version),[s,u]=e.calculateTextureWidthAndHeight(t.dims,a.TextureType.unpacked),l=o.ShapeUtil.computeStrides(t.dims);switch(n.mode){case"constant":return f(r,t.dims,l,s,u,n.pads,n.value);case"reflect":return h(r,t.dims,l,s,u,n.pads);case"edge":return g(r,t.dims,l,s,u,n.pads);default:throw new Error("Invalid mode")}},f=(e,t,n,r,o,i,a)=>{const s=t.length;let u="";for(let e=s-1;e>=0;--e)u+=`\n        k = m[${e}] - ${i[e]};\n        if (k < 0)  return constant;\n        if (k >= ${t[e]}) return constant;\n        offset += k * ${n[e]};\n        `;return`\n      float padA(int m[${s}]) {\n        const float constant = float(${a});\n        int offset = 0;\n        int k = 0;\n        ${u}\n        vec2 coords = offsetToCoords(offset, ${r}, ${o});\n        float value = getColorAsFloat(${e.texture2D}(A, coords));\n        return value;\n      }\n      `},h=(e,t,n,r,o,i)=>{const a=t.length;let s="";for(let e=a-1;e>=0;--e)s+=`\n        k = m[${e}] - ${i[e]};\n        if (k < 0) { k = -k; }\n        {\n          const int _2n_1 = ${2*(t[e]-1)};\n          k = int( mod( float(k), float(_2n_1) ) ) ;\n          if(k >= ${t[e]}) { k = _2n_1 - k; }\n        }\n        offset += k * ${n[e]};\n        `;return`\n      float padA(int m[${a}]) {\n        int offset = 0;\n        int k = 0;\n        ${s}\n        vec2 coords = offsetToCoords(offset, ${r}, ${o});\n        float value = getColorAsFloat(${e.texture2D}(A, coords));\n        return value;\n      }\n      `},g=(e,t,n,r,o,i)=>{const a=t.length;let s="";for(let e=a-1;e>=0;--e)s+=`\n        k = m[${e}] - ${i[e]};\n        if (k < 0)  k = 0;\n        if (k >= ${t[e]}) k = ${t[e]-1};\n        offset += k * ${n[e]};\n      `;return`\n      float padA(int m[${a}]) {\n        int offset = 0;\n        int k = 0;\n        ${s}\n        vec2 coords = offsetToCoords(offset, ${r}, ${o});\n        float value = getColorAsFloat(${e.texture2D}(A, coords));\n        return value;\n      }\n      `}},2834:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.globalMaxPool=t.parseMaxPoolAttributes=t.maxPool=t.parseGlobalAveragePoolAttributes=t.globalAveragePool=t.parseAveragePoolAttributes=t.averagePool=void 0;const r=n(4910),o=n(7273),i=n(5639);t.averagePool=(e,t,n)=>{p(t);const r={name:"AveragePool",inputNames:["X"],inputTypes:[i.TextureType.unpacked],cacheHint:n.cacheKey};return[e.run(Object.assign(Object.assign({},r),{get:()=>a(t,r,!1,n)}),t)]},t.parseAveragePoolAttributes=e=>{const t=e.attributes.getString("auto_pad","NOTSET"),n=e.attributes.getInt("ceil_mode",0),o=0!==e.attributes.getInt("count_include_pad",0),i=e.attributes.getInts("kernel_shape"),a=e.attributes.getInts("strides",[]),s=e.attributes.getInts("pads",[]);if(0!==n)throw new Error("using ceil() in shape computation is not yet supported for AveragePool");return(0,r.createAttributeWithCacheKey)({autoPad:t,ceilMode:n,countIncludePad:o,kernelShape:i,strides:a,pads:s})};const a=(e,t,n,r)=>{const[a,s]=u(e,r,n),l=o.ShapeUtil.size(a.kernelShape);let c="";a.countIncludePad?c+=`value /= float(${l});`:c+=`value /= float(${l} - pad);`;const p=`\n        ${d(e[0].dims,a,"value += _X(x);",c,"0.0")}\n      `;return Object.assign(Object.assign({},t),{output:{dims:s,type:e[0].type,textureType:i.TextureType.unpacked},shaderSource:p})};t.globalAveragePool=(e,t,n)=>{p(t);const r={name:"GlobalAveragePool",inputNames:["X"],inputTypes:[i.TextureType.unpacked],cacheHint:`${n.countIncludePad}`};return[e.run(Object.assign(Object.assign({},r),{get:()=>a(t,r,!0,n)}),t)]},t.parseGlobalAveragePoolAttributes=e=>{const t=0!==e.attributes.getInt("count_include_pad",0);return(0,r.createAttributeWithCacheKey)({autoPad:"",ceilMode:0,countIncludePad:t,kernelShape:[],strides:[],pads:[]})},t.maxPool=(e,t,n)=>{p(t);const r={name:"MaxPool",inputNames:["X"],inputTypes:[i.TextureType.unpacked],cacheHint:n.cacheKey};return[e.run(Object.assign(Object.assign({},r),{get:()=>s(t,r,!1,n)}),t)]},t.parseMaxPoolAttributes=e=>{const t=e.attributes.getString("auto_pad","NOTSET"),n=e.attributes.getInt("ceil_mode",0),o=e.attributes.getInts("kernel_shape"),i=e.attributes.getInts("strides",[]),a=e.attributes.getInts("pads",[]),s=e.attributes.getInt("storage_order",0),u=e.attributes.getInts("dilations",[]);if(0!==s)throw new Error("column major storage order is not yet supported for MaxPool");if(0!==n)throw new Error("using ceil() in shape computation is not yet supported for MaxPool");return(0,r.createAttributeWithCacheKey)({autoPad:t,ceilMode:n,countIncludePad:!1,kernelShape:o,strides:i,pads:a,storageOrder:s,dilations:u})};const s=(e,t,n,r)=>{const[o,a]=u(e,r,n),s=`\n      ${d(e[0].dims,o,"\n      value = max(_X(x), value);\n    ","","-1e5")}\n    `;return Object.assign(Object.assign({},t),{output:{dims:a,type:e[0].type,textureType:i.TextureType.unpacked},shaderSource:s})},u=(e,t,n)=>{const r=e[0].dims.slice(),i=Object.hasOwnProperty.call(t,"dilations"),a=t.kernelShape.slice(),s=t.strides.slice(),u=i?t.dilations.slice():[],l=t.pads.slice();o.PoolConvUtil.adjustPoolAttributes(n,r,a,s,u,l);const c=o.PoolConvUtil.computePoolOutputShape(n,r,s,u,a,l,t.autoPad),p=Object.assign({},t);return i?Object.assign(p,{kernelShape:a,strides:s,pads:l,dilations:u,cacheKey:t.cacheKey}):Object.assign(p,{kernelShape:a,strides:s,pads:l,cacheKey:t.cacheKey}),[p,c]},l={autoPad:"",ceilMode:0,countIncludePad:!1,kernelShape:[],strides:[],pads:[],storageOrder:0,dilations:[],cacheKey:""},c={name:"GlobalMaxPool",inputNames:["X"],inputTypes:[i.TextureType.unpacked]};t.globalMaxPool=(e,t)=>(p(t),[e.run(Object.assign(Object.assign({},c),{get:()=>s(t,c,!0,l)}),t)]);const p=e=>{if(!e||1!==e.length)throw new Error("Pool ops requires 1 input.");if("float32"!==e[0].type&&"float64"!==e[0].type)throw new Error("Invalid input type.")},d=(e,t,n,r,i)=>{const a=e.length;if(t.kernelShape.length<=2){const o=t.kernelShape[t.kernelShape.length-1],s=t.strides[t.strides.length-1],u=t.pads[t.pads.length/2-1],l=t.pads[t.pads.length-1],c=e[a-1];let p="",d="",f="";if(p=u+l!==0?`\n          for (int i = 0; i < ${o}; i++) {\n            x[${a} - 1] = indices[${a} - 1] * ${s} - ${u} + i;\n            if (x[${a} - 1] < 0 || x[${a} - 1] >= ${c}) {\n              pad++;\n              continue;\n            }\n            ${n}\n          }`:`\n          for (int i = 0; i < ${o}; i++) {\n            x[${a} - 1] = indices[${a} - 1] * ${s} - ${u} + i;\n            ${n}\n          }`,2===t.kernelShape.length){const n=t.kernelShape[t.kernelShape.length-2],r=t.strides[t.strides.length-2],i=t.pads[t.pads.length/2-2],s=t.pads[t.pads.length-2],u=e[a-2];d=i+s!==0?`\n            for (int j = 0; j < ${n}; j++) {\n              x[${a} - 2] = indices[${a} - 2] * ${r} - ${i} + j;\n              if (x[${a} - 2] < 0 || x[${a} - 2] >= ${u}) {\n                pad+= ${o};\n                continue;\n              }\n          `:`\n            for (int j = 0; j < ${n}; j++) {\n              x[${a} - 2] = indices[${a} - 2] * ${r} - ${i} + j;\n            `,f="\n          }\n        "}return`\n        float process(int indices[${a}]) {\n          int x[${a}];\n          copyVec(indices, x);\n\n          float value = ${i};\n          int pad = 0;\n          ${d}\n          ${p}\n          ${f}\n          ${r}\n          return value;\n        }\n      `}{const s=o.ShapeUtil.size(t.kernelShape),u=o.ShapeUtil.computeStrides(t.kernelShape),l=u.length,c=t.pads.length,p=h(l),d=f(e,"inputDims"),g=f(t.pads,"pads"),m=f(u,"kernelStrides"),b=f(t.strides,"strides");let y="";return y=t.pads.reduce(((e,t)=>e+t))?`\n            if (x[j] >= inputDims[j] || x[j] < 0) {\n              pad++;\n              isPad = true;\n              break;\n            }\n          }\n          if (!isPad) {\n            ${n}\n          }`:`\n          }\n          ${n}\n        `,`\n        ${p}\n        float process(int indices[${a}]) {\n          int x[${a}];\n          copyVec(indices, x);\n          int offset[${l}];\n          int pads[${c}];\n          int inputDims[${a}];\n          int kernelStrides[${l}];\n          int strides[${l}];\n          ${g}\n          ${d}\n          ${b}\n          ${m}\n\n          float value = ${i};\n          int pad = 0;\n          bool isPad = false;\n          for (int i = 0; i < ${s}; i++) {\n            offsetToIndices(i, kernelStrides, offset);\n            isPad = false;\n            for (int j = ${a} - ${l}; j < ${a}; j++) {\n              x[j] = indices[j] * strides[j - ${a} + ${l}]\n                + offset[j - ${a} + ${l}] - pads[j - 2];\n              ${y}\n          }\n          ${r}\n\n          return value;\n        }\n      `}},f=(e,t)=>{let n="";for(let r=0;r<e.length;r++)n+=`\n      ${t}[${r}] = ${e[r]};\n    `;return n},h=e=>`\n  void offsetToIndices(int offset, int[${e}] strides, out int[${e}] indices) {\n    if (${e} == 0) {\n      return;\n    }\n    for (int i = 0; i < ${e} - 1; ++i) {\n      indices[i] = offset / strides[i];\n      offset -= indices[i] * strides[i];\n    }\n    indices[${e} - 1] = offset;\n  }`},1010:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.reduceLogSumSquare=t.reduceLogSum=t.reduceProd=t.reduceMin=t.reduceMax=t.reduceMean=t.reduceSum=t.parseReduceAttributes=void 0;const r=n(4910),o=n(6145),i=n(7273),a=n(5639),s=(e,t,n,r,o)=>{l(t);const i={name:r,inputNames:["A"],inputTypes:[a.TextureType.unpacked]};return[e.run(Object.assign(Object.assign({},i),{cacheHint:n.cacheKey,get:()=>u(e,t,n,r,o,i)}),t)]};t.parseReduceAttributes=e=>{const t=e.attributes.getInts("axes",[]),n=1===e.attributes.getInt("keepdims",1);return(0,r.createAttributeWithCacheKey)({axes:t,keepDims:n})};const u=(e,t,n,r,o,s)=>{const u=[],l=t[0].dims.length||1,c=[],p=i.ShapeUtil.normalizeAxes(n.axes,t[0].dims.length),d=o(t,p);let f=d[1];for(let e=0;e<t[0].dims.length;e++)p.indexOf(e)>=0||0===p.length?(n.keepDims&&u.push(1),f=`\n          for(int j${e} = 0; j${e} < ${t[0].dims[e]}; j${e}++) {\n            inputIdx[${e}] = j${e};\n            ${f}\n          }`):(c.push(`inputIdx[${e}] = outputIdx[${u.length}];`),u.push(t[0].dims[e]));const h=`\n      float process(int outputIdx[${u.length||1}]) {\n        float value;                 // final result\n        int inputIdx[${l}];      // addressing input data\n        ${c.join("\n")}\n        ${d[0]}       // init ops for reduce max/min\n        ${f}\n        ${d[2]}       // final computation for reduce mean\n        return value;\n      }`;return Object.assign(Object.assign({},s),{output:{dims:u,type:t[0].type,textureType:a.TextureType.unpacked},shaderSource:h})},l=e=>{if(!e||1!==e.length)throw new Error("Reduce op requires 1 input.");if(-1===o.NUMBER_TYPES.indexOf(e[0].type))throw new Error("Invalid input type.")};t.reduceSum=(e,t,n)=>s(e,t,n,"ReduceSum",(()=>["value = 0.0;","value += _A(inputIdx);",""])),t.reduceMean=(e,t,n)=>s(e,t,n,"ReduceMean",((e,t)=>{let n=1;for(let r=0;r<e[0].dims.length;r++)(t.indexOf(r)>=0||0===t.length)&&(n*=e[0].dims[r]);return["value = 0.0;","value += _A(inputIdx);",`value /= ${n}.;`]})),t.reduceMax=(e,t,n)=>s(e,t,n,"ReduceMax",((e,t)=>{const n=[];for(let r=0;r<e[0].dims.length;r++)(t.indexOf(r)>=0||0===t.length)&&n.push(`inputIdx[${r}] = 0;`);return[`${n.join("\n")}\nvalue = _A(inputIdx);`,"value = max(value, _A(inputIdx));",""]})),t.reduceMin=(e,t,n)=>s(e,t,n,"ReduceMin",((e,t)=>{const n=[];for(let r=0;r<e[0].dims.length;r++)(t.indexOf(r)>=0||0===t.length)&&n.push(`inputIdx[${r}] = 0;`);return[`${n.join("\n")}\nvalue = _A(inputIdx);`,"value = min(value, _A(inputIdx));",""]})),t.reduceProd=(e,t,n)=>s(e,t,n,"ReduceProd",(()=>["value = 1.0;","value *= _A(inputIdx);",""])),t.reduceLogSum=(e,t,n)=>s(e,t,n,"ReduceLogSum",(()=>["value = 0.0;","value += _A(inputIdx);","value = log(value);"])),t.reduceLogSumSquare=(e,t,n)=>s(e,t,n,"ReduceLogSumSquare",(()=>["float t; value = 0.0;","t = _A(inputIdx); value += t * t;",""]))},7379:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.isReshapeCheap=t.processDims3D=t.createPackedReshape3DProgramInfoLoader=void 0;const r=n(7273),o=n(6757),i=n(5639),a=n(5614);t.createPackedReshape3DProgramInfoLoader=(e,t,n)=>{const s=(e=>({name:"Reshape (packed)",inputTypes:[i.TextureType.packed],inputNames:["A"],cacheHint:`${e}`}))(n);return Object.assign(Object.assign({},s),{get:()=>((e,t,n,s)=>{const u=t.dims,l=s;let c="";for(let e=0;e<4;e++){let t="";switch(e){case 0:t="outputCoords = rc;";break;case 1:t="outputCoords = ivec3(rc.x, rc.y+1, rc.z);";break;case 2:t="outputCoords = ivec3(rc.x, rc.y, rc.z+1);";break;case 3:t="outputCoords = ivec3(rc.x, rc.y+1, rc.z+1);";break;default:throw new Error}c+=`\n        ${t}\n        ${e>0?"if(outputCoords.y < rows && outputCoords.z < cols){":""}\n          int flattenedIndex = getFlattenedIndex(outputCoords);\n\n          ivec3 inputRC = inputCoordsFromReshapedOutCoords(flattenedIndex);\n          vec2 innerDims = vec2(float(inputRC.y),float(inputRC.z));\n\n          result[${e}] = getChannel(getA(inputRC.x, inputRC.y, inputRC.z), innerDims);\n\n        ${e>0?"}":""}\n      `}const p=(0,o.getGlsl)(e.session.backend.glContext.version),d=`\n      ${function(e){const t=r.ShapeUtil.computeStrides(e),n=["b","r","c"],o="index";return`\n    ivec3 inputCoordsFromReshapedOutCoords(int index) {\n      ${t.map(((e,r)=>`int ${n[r]} = ${o} / ${e}; ${r===t.length-1?`int ${n[r+1]} = ${o} - ${n[r]} * ${e}`:`index -= ${n[r]} * ${e}`};`)).join("")}\n      return ivec3(b, r, c);\n    }\n  `}(u)}\n      ${function(e){const t=r.ShapeUtil.computeStrides(e);return`\n  int getFlattenedIndex(ivec3 coords) {\n    // reverse y, z order\n    return coords.x * ${t[0]} + coords.z * ${t[1]} + coords.y;\n  }\n`}(l)}\n      ${(0,a.unpackFromChannel)()}\n\n      void main() {\n        ivec3 rc = getOutputCoords();\n\n        vec4 result = vec4(0.0);\n\n        ivec3 outputCoords;\n        int rows = ${l[2]};\n        int cols = ${l[1]};\n\n        ${c}\n        ${p.output} = result;\n      }\n    `;return Object.assign(Object.assign({},n),{output:{dims:l,type:t.type,textureType:i.TextureType.packed},shaderSource:d,hasMain:!0})})(e,t,s,n)})},t.processDims3D=function(e){if(0===e.length)return[1,1,1];let t=1;for(let n=0;n<e.length-2;++n)t*=e[n];return[t,e.length>1?e[e.length-2]:1,e[e.length-1]]},t.isReshapeCheap=function(e,t){let n=!1;return n=0===e.length||0===t.length||(e.length<2||t.length<2?e[e.length-1]===t[t.length-1]:e[e.length-1]===t[t.length-1]&&e[e.length-2]===t[t.length-2]),n}},8126:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.reshape=void 0;const r=n(7273);t.reshape=(e,t)=>{const n=r.ShapeUtil.calculateReshapedDims(t[0].dims,t[1].integerData);return e.session.pack?[e.reshapePacked(t[0],n)]:[e.reshapeUnpacked(t[0],n)]}},2801:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.parseResizeAttributesV11=t.parseResizeAttributesV10=t.resize=void 0;const r=n(6757),o=n(5639),i=n(432),a=n(5614),s=n(3980),u={name:"Resize",inputNames:["A"],inputTypes:[o.TextureType.packed]};t.resize=(e,t,n)=>((0,s.validateInputs)(t,n),[e.run(Object.assign(Object.assign({},u),{cacheHint:n.cacheKey,get:()=>l(e,t,n)}),t)]),t.parseResizeAttributesV10=e=>(0,s.parseUpsampleAttributes)(e,10),t.parseResizeAttributesV11=e=>(0,s.parseUpsampleAttributes)(e,11);const l=(e,t,n)=>{const s=(0,r.getGlsl)(e.session.backend.glContext.version),[l,p]=c(t,n);if(l.every((e=>1===e))&&"tf_crop_and_resize"!==n.coordinateTransformMode)return Object.assign(Object.assign({},u),{output:{dims:p,type:t[0].type,textureType:o.TextureType.packed},hasMain:!0,shaderSource:`void main() {\n                    vec4 v = ${s.texture2D}(X, TexCoords);\n                    ${s.output} = v;\n                }`});const d=p.length;if(d<2)throw new Error(`output dimension should be at least 2, but got ${d}`);const f=p[d-2],h=p[d-1],g=t[0].dims;if(d!==g.length)throw new Error(`output dimension should match input ${g.length}, but got ${d}`);const m=g[d-2],b=g[d-1],y=l[d-2],w=l[d-1];let _="";if("linear"!==n.mode)throw new Error(`resize (packed) does not support mode: '${n.mode}'`);switch(n.coordinateTransformMode){case"asymmetric":_="\n                    vec4 getSourceFracIndex(ivec4 coords) {\n                        return vec4(coords) / scaleWHWH;\n                    }\n                ";break;case"half_pixel":_="\n                    vec4 getSourceFracIndex(ivec4 coords) {\n                        return (vec4(coords) + 0.5) / scaleWHWH - 0.5;\n                    }\n                ";break;case"pytorch_half_pixel":_=`\n                    vec4 getSourceFracIndex(ivec4 coords) {\n                        vec4 fcoords = vec4(coords);\n                        return vec4(\n                            ${h}.0 > 1.0 ? (fcoords.x + 0.5) / scaleWHWH.x - 0.5 : 0.0,\n                            ${f}.0 > 1.0 ? (fcoords.y + 0.5) / scaleWHWH.y - 0.5 : 0.0,\n                            ${h}.0 > 1.0 ? (fcoords.z + 0.5) / scaleWHWH.z - 0.5 : 0.0,\n                            ${f}.0 > 1.0 ? (fcoords.w + 0.5) / scaleWHWH.w - 0.5 : 0.0\n                          );\n                    }\n                `;break;case"align_corners":_=`\n                    vec4 getSourceFracIndex(ivec4 coords) {\n                        vec4 resized = vec4(${h}.0 - 1.0, ${f}.0 - 1.0, ${h}.0 - 1.0,\n                            ${f}.0 - 1.0);\n                        vec4 original = vec4(${b}.0 - 1.0, ${m}.0 - 1.0, ${b}.0 - 1.0,\n                            ${m}.0 - 1.0);\n                        vec4 new_scale = original / resized;\n                        return vec4(coords) * new_scale;\n                    }\n                `;break;default:throw new Error(`resize (packed) does not support coordinateTransformMode:                                 '${n.coordinateTransformMode}'`)}const v=(0,i.getCoordsDataType)(d),x=`\n            const vec2 inputWH = vec2(${m}.0, ${b}.0);\n            const vec4 scaleWHWH = vec4(float(${y}), float(${w}), float(${y}), float(${w}));\n            ${(0,a.unpackFromChannel)()}\n            ${_}\n            float getAValue(int x10, int r, int c, int d) {\n                return getChannel(getA(x10, r, c, d), vec2(c, d));\n            }\n            void main() {\n                ${v} rc = getOutputCoords();\n\n                int batch = rc[0];\n                int depth = rc[1];\n\n                // retrieve the 4 coordinates that is used in the 4 packed output values.\n                ivec4 coords = ivec4(rc.wz, rc.w + 1, rc.z + 1);\n\n                // calculate the source index in fraction\n                vec4 sourceFrac = getSourceFracIndex(coords);\n\n                // get the lower and upper bound of the 4 values that will be packed into one texel.\n                ivec4 x00 = ivec4(max(sourceFrac.xy, vec2(0.0)), min(inputWH - 1.0, ceil(sourceFrac.xy)));\n                ivec4 x01 = ivec4(max(sourceFrac.xw, vec2(0.0)), min(inputWH - 1.0, ceil(sourceFrac.xw)));\n                ivec4 x10 = ivec4(max(sourceFrac.zy, vec2(0.0)), min(inputWH - 1.0, ceil(sourceFrac.zy)));\n                ivec4 x11 = ivec4(max(sourceFrac.zw, vec2(0.0)), min(inputWH - 1.0, ceil(sourceFrac.zw)));\n\n                bool hasNextRow = rc.w < ${f-1};\n                bool hasNextCol = rc.z < ${h-1};\n\n                // pack x00, x01, x10, x11's top-left corner into one vec4 structure\n                vec4 topLeft = vec4(\n                    getAValue(batch, depth, x00.x, x00.y),\n                    hasNextCol ? getAValue(batch, depth, x01.x, x01.y) : 0.0,\n                    hasNextRow ? getAValue(batch, depth, x10.x, x10.y) : 0.0,\n                    (hasNextRow && hasNextCol) ? getAValue(batch, depth, x11.x, x11.y) : 0.0);\n\n                // pack x00, x01, x10, x11's top-right corner into one vec4 structure\n                vec4 topRight = vec4(\n                    getAValue(batch, depth, x00.x, x00.w),\n                    hasNextCol ? getAValue(batch, depth, x01.x, x01.w) : 0.0,\n                    hasNextRow ? getAValue(batch, depth, x10.x, x10.w) : 0.0,\n                    (hasNextRow && hasNextCol) ? getAValue(batch, depth, x11.x, x11.w) : 0.0);\n\n                // pack x00, x01, x10, x11's bottom-left corner into one vec4 structure\n                vec4 bottomLeft = vec4(\n                    getAValue(batch, depth, x00.z, x00.y),\n                    hasNextCol ? getAValue(batch, depth, x01.z, x01.y) : 0.0,\n                    hasNextRow ? getAValue(batch, depth, x10.z, x10.y) : 0.0,\n                    (hasNextRow && hasNextCol) ? getAValue(batch, depth, x11.z, x11.y) : 0.0);\n\n                // pack x00, x01, x10, x11's bottom-right corner into one vec4 structure\n                vec4 bottomRight = vec4(\n                    getAValue(batch, depth, x00.z, x00.w),\n                    hasNextCol ? getAValue(batch, depth, x01.z, x01.w) : 0.0,\n                    hasNextRow ? getAValue(batch, depth, x10.z, x10.w) : 0.0,\n                    (hasNextRow && hasNextCol) ? getAValue(batch, depth, x11.z, x11.w) : 0.0);\n\n                // calculate the interpolation fraction on u and v direction\n                vec4 frac = vec4(sourceFrac) - floor(sourceFrac);\n                vec4 clampFrac = clamp(frac, vec4(0.0), vec4(1.0));\n\n                vec4 top = mix(topLeft, topRight, clampFrac.ywyw);\n                vec4 bottom = mix(bottomLeft, bottomRight, clampFrac.ywyw);\n                vec4 newValue = mix(top, bottom, clampFrac.xxzz);\n\n                ${s.output} = vec4(newValue);\n            }\n        `;return Object.assign(Object.assign({},u),{output:{dims:p,type:t[0].type,textureType:o.TextureType.packed},hasMain:!0,shaderSource:x})},c=(e,t)=>{const n=e[0].dims;let r,o=t.scales;if(0===o.length){const i=e[t.scalesInputIdx];if(i&&0!==i.size){if(e[t.sizesInputIdx])throw new Error("Only one of scales or sizes must be provided as input.");o=p(i,t.mode,t.isResize)}else{const i=e[t.sizesInputIdx];if(!i||0===i.size)throw new Error("Either scales or sizes MUST be provided as input.");r=Array.from(i.integerData),o=d(r,n,t.mode,t.isResize)}}else if(e[t.sizesInputIdx])throw new Error("Only one of scales or sizes must be provided as input.");const i=r||n.map(((e,t)=>Math.floor(e*o[t])));return[o,i]},p=(e,t,n)=>{const r=Array.from(e.floatData);return(0,s.scalesValidation)(r,t,n),r},d=(e,t,n,r)=>{const o=t.length,i=new Array(o);for(let n=0,r=o;n<r;n++)if(0===t[n]){if(0!==e[n])throw new Error("Input dim is zero but required output dim is non-zero.");i[n]=1}else i[n]=e[n]/t[n];return(0,s.scalesValidation)(i,n,r),i}},565:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.shape=void 0;const r=n(9240);t.shape=(e,t)=>(o(t),[new r.Tensor([t[0].dims.length],"int32",void 0,void 0,new Int32Array(t[0].dims))]);const o=e=>{if(!e||1!==e.length)throw new Error("Shape requires 1 input.")}},2444:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.sliceV10=t.parseSliceAttributes=t.slice=void 0;const r=n(4910),o=n(6145),i=n(7273),a=n(5639),s={name:"Slice",inputNames:["A"],inputTypes:[a.TextureType.unpacked]};t.slice=(e,t,n)=>(l(t),[e.run(Object.assign(Object.assign({},s),{cacheHint:n.cacheKey,get:()=>u(e,t[0],n)}),t)]),t.parseSliceAttributes=e=>{const t=e.attributes.getInts("starts"),n=e.attributes.getInts("ends"),o=e.attributes.getInts("axes",[]);return(0,r.createAttributeWithCacheKey)({starts:t,ends:n,axes:o})};const u=(e,t,n)=>{const r=0===n.axes.length?t.dims.slice(0).map(((e,t)=>t)):n.axes,o=i.ShapeUtil.normalizeAxes(r,t.dims.length),u=n.starts.map(((e,n)=>e>t.dims[o[n]]-1?t.dims[o[n]]:i.ShapeUtil.normalizeAxis(e,t.dims[o[n]]))),l=n.ends.map(((e,n)=>e>t.dims[o[n]]-1?t.dims[o[n]]:i.ShapeUtil.normalizeAxis(e,t.dims[o[n]]))),c=t.dims.slice(),p=[];for(let e=0;e<o.length;e++)c[o[e]]=l[e]-u[e],u[e]>0&&p.push(`outputIdx[${o[e]}] += ${u[e]};`);const d=`\n      float process(int outputIdx[${c.length}]) {\n        ${p.join("\n      ")}\n        return _A(outputIdx);\n      }`;return Object.assign(Object.assign({},s),{output:{dims:c,type:t.type,textureType:a.TextureType.unpacked},shaderSource:d})},l=e=>{if(!e||1!==e.length)throw new Error("Slice requires 1 input.");if(-1===o.NUMBER_TYPES.indexOf(e[0].type))throw new Error("Invalid input type.")};t.sliceV10=(e,t)=>{p(t);const n=c(e,t);return[e.run(Object.assign(Object.assign({},s),{cacheHint:n.cacheKey,get:()=>u(e,t[0],n)}),[t[0]])]};const c=(e,t)=>{if(!e.session.isInitializer(t[1].dataId)||!e.session.isInitializer(t[2].dataId)||t.length>=4&&!e.session.isInitializer(t[3].dataId)||t.length>=5&&!e.session.isInitializer(t[4].dataId))throw new Error("dynamic slice attributes are not allowed");if(t.length>=5&&t[4].integerData.some((e=>1!==e)))throw new Error("currently non-1 steps is not supported for Slice");const n=Array.from(t[1].integerData),r=Array.from(t[2].integerData),o=t.length>=4?Array.from(t[3].integerData):[];return{starts:n,ends:r,axes:o,cacheKey:`${o};${n};${r}`}},p=e=>{if(!e||e.length<3||e.length>5)throw new Error("Invalid input number.");if("int32"!==e[1].type||1!==e[1].dims.length)throw new Error("Invalid input type.");if("int32"!==e[2].type||1!==e[2].dims.length)throw new Error("Invalid input type.");if(e.length>=4&&("int32"!==e[3].type||1!==e[3].dims.length))throw new Error("Invalid input type.");if(e.length>=5&&("int32"!==e[4].type||1!==e[4].dims.length))throw new Error("Invalid input type.")}},815:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.softmaxV13=t.parseSoftmaxAttributesV13=t.parseSoftmaxAttributes=t.softmax=void 0;const r=n(4910),o=n(7273),i=n(6757),a=n(5639),s=n(5707),u={name:"SoftmaxComputeMax",inputNames:["A"],inputTypes:[a.TextureType.unpacked]},l={name:"SoftmaxComputeScale",inputNames:["A","Max"],inputTypes:[a.TextureType.unpacked,a.TextureType.unpacked]},c={name:"SoftMax",inputNames:["A","Max","Norm"],inputTypes:[a.TextureType.unpacked,a.TextureType.unpacked,a.TextureType.unpacked]};t.softmax=(e,t,n)=>{g(t);const r=t[0].dims.slice(),i=o.ShapeUtil.normalizeAxis(n.axis,r.length),a=o.ShapeUtil.sizeToDimension(r,i),s=o.ShapeUtil.sizeFromDimension(r,i);return p(e,t,n,a,s)},t.parseSoftmaxAttributes=e=>(0,r.createAttributeWithCacheKey)({axis:e.attributes.getInt("axis",1)}),t.parseSoftmaxAttributesV13=e=>(0,r.createAttributeWithCacheKey)({axis:e.attributes.getInt("axis",-1)}),t.softmaxV13=(e,t,n)=>{g(t);const i=t[0].dims.slice(),a=o.ShapeUtil.normalizeAxis(n.axis,i.length),u=i.length,l=a!==u-1,c=[];let d,f=[],h=[];l&&(f=Array.from({length:u}).map(((e,t)=>t)),f[a]=u-1,f[u-1]=a,f.map((e=>c.push(i[e]))),d=(0,r.createAttributeWithCacheKey)({perm:f}),h=(0,s.transpose)(e,t,d));const m=l?o.ShapeUtil.sizeToDimension(c,u-1):o.ShapeUtil.sizeToDimension(i,u-1),b=l?o.ShapeUtil.sizeFromDimension(c,u-1):o.ShapeUtil.sizeFromDimension(i,u-1),y=p(e,l?h:t,n,m,b);return l?(0,s.transpose)(e,y,d):y};const p=(e,t,n,r,o)=>{const i=d(e,t[0],r,o,[r]),a=e.run(Object.assign(Object.assign({},u),{cacheHint:n.cacheKey,get:()=>i}),t),s=f(e,t[0],r,o,i.output.dims,[r]),p=e.run(Object.assign(Object.assign({},l),{cacheHint:n.cacheKey,get:()=>s}),[t[0],a]),g=h(e,t[0],r,o,i.output.dims,s.output.dims);return[e.run(Object.assign(Object.assign({},c),{cacheHint:n.cacheKey,get:()=>g}),[t[0],a,p])]},d=(e,t,n,r,o)=>{const[s,l]=e.calculateTextureWidthAndHeight(t.dims,a.TextureType.unpacked),c=o.length;if(n<1||r<1)throw new Error("Logical row count N and feature count D must be greater than or equal to 1");if(1!==o.length)throw new Error("Dimensionality of the output should be 1");if(o[0]!==n)throw new Error("Shape of the output should be equal to logical row count");const p=(0,i.getGlsl)(e.session.backend.glContext.version),d=`\n      float process(int[${c}] indices) {\n        int logical_row_start_offset = indices[0] * ${r};\n\n        float max = getColorAsFloat(${p.texture2D}(A, offsetToCoords(logical_row_start_offset, ${s},\n        ${l} )));\n        for(int i=1; i<${r}; ++i)\n        {\n          float current = getColorAsFloat(${p.texture2D}(A, offsetToCoords(logical_row_start_offset + i,\n            ${s}, ${l})));\n          if(current > max)\n          max = current;\n        }\n\n        return max;\n      }`;return Object.assign(Object.assign({},u),{output:{dims:o,type:t.type,textureType:a.TextureType.unpacked},shaderSource:d})},f=(e,t,n,r,o,s)=>{const[u,c]=e.calculateTextureWidthAndHeight(t.dims,a.TextureType.unpacked),p=s.length;if(n<1||r<1)throw new Error("Logical row count N and feature count D must be greater than or equal to 1");if(1!==s.length)throw new Error("Dimensionality of the output should be 1");if(s[0]!==n)throw new Error("Shape of the output should be equal to logical row count");if(1!==o.length)throw new Error("Dimensionality of the intermediate results should be 1");if(o[0]!==n)throw new Error("Shape of the intermediate results should be equal to logical row count");const d=`\n      float process(int[${p}] indices) {\n        int logical_row_start_offset = indices[0] * ${r};\n\n        float norm_factor = 0.0;\n        float max = _Max(indices);\n        for(int i=0; i<${r}; ++i)\n        {\n          norm_factor += exp(getColorAsFloat(${(0,i.getGlsl)(e.session.backend.glContext.version).texture2D}(A, offsetToCoords(logical_row_start_offset + i,\n            ${u}, ${c}))) - max);\n        }\n\n        return norm_factor;\n      }`;return Object.assign(Object.assign({},l),{output:{dims:s,type:t.type,textureType:a.TextureType.unpacked},shaderSource:d})},h=(e,t,n,r,o,i)=>{const[s,u]=e.calculateTextureWidthAndHeight(t.dims,a.TextureType.unpacked),l=t.dims.length;if(n<1||r<1)throw new Error("Logical row count N and feature count D must be greater than or equal to 1");if(1!==o.length||1!==i.length)throw new Error("Dimensionality of the intermediate results should be 1");if(o[0]!==n||i[0]!==n)throw new Error("Shape of the intermediate results should be equal to logical row count");const p=`\n      float process(int[${l}] indices) {\n\n      // get offset of current logical tensor index from the 2-D texture coordinates (TexCoords)\n      int offset = coordsToOffset(TexCoords, ${s}, ${u});\n\n      //determine the logical row for this index\n      int logical_row_index[1];\n      logical_row_index[0] = offset / ${r};\n\n      float norm_factor = _Norm(logical_row_index);\n\n      // avoid possible division by 0\n      // if norm_facor is 0, all elements are zero\n      // if so, return 0\n      if(norm_factor == 0.0)\n        return 0.0;\n\n      return exp(_A(indices) - _Max(logical_row_index)) / norm_factor;\n    }`;return Object.assign(Object.assign({},c),{output:{dims:t.dims,type:t.type,textureType:a.TextureType.unpacked},shaderSource:p})},g=e=>{if(!e||1!==e.length)throw new Error("Softmax requires 1 input.");if("float32"!==e[0].type&&"float64"!==e[0].type)throw new Error("Invalid input type")}},564:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.parseSplitAttributes=t.split=void 0;const r=n(4910),o=n(7273),i=n(5639),a={name:"Split",inputNames:["A"],inputTypes:[i.TextureType.unpacked]};t.split=(e,t,n)=>{l(t);const r=o.ShapeUtil.normalizeAxis(n.axis,t[0].dims.length),i=s(e,t,r,n),c=[];for(let o=0;o<i;++o)c.push(e.run(Object.assign(Object.assign({},a),{cacheHint:`${n.cacheKey};${o}`,get:()=>u(e,t[0],n,r,o)}),t));return c},t.parseSplitAttributes=e=>{const t=e.attributes.getInt("axis",0),n=e.attributes.getInts("split",[]),o=e.outputs.length;return(0,r.createAttributeWithCacheKey)({axis:t,split:n,numOutputs:o})};const s=(e,t,n,r)=>{const[,i]=o.SplitUtil.splitShape(t[0].dims,n,r.split,r.numOutputs);return i.length},u=(e,t,n,r,s)=>{const[u,l]=o.SplitUtil.splitShape(t.dims,r,n.split,n.numOutputs),c=l[s],p=u[s],d=`\n      float process(int indices[${p.length}]) {\n        indices[${r}] += ${c};\n        return _A(indices);\n      }\n    `;return Object.assign(Object.assign({},a),{cacheHint:`${n.cacheKey}:${s}`,output:{dims:p,type:t.type,textureType:i.TextureType.unpacked},shaderSource:d})},l=e=>{if(!e||1!==e.length)throw new Error("Split requires one input.");if("int8"!==e[0].type&&"uint8"!==e[0].type&&"int16"!==e[0].type&&"uint16"!==e[0].type&&"int32"!==e[0].type&&"uint32"!==e[0].type&&"float32"!==e[0].type&&"float64"!==e[0].type&&"bool"!==e[0].type)throw new Error("Invalid input type.")}},5416:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.parseSqueezeAttributes=t.squeezeV13=t.squeeze=void 0;const r=n(7273);t.squeeze=(e,t,n)=>{o(t);const i=r.ShapeUtil.squeezeShape(t[0].dims,n);return[e.reshapeUnpacked(t[0],i)]},t.squeezeV13=(e,n)=>(i(n),(0,t.squeeze)(e,[n[0]],Array.from(n[1].integerData))),t.parseSqueezeAttributes=e=>e.attributes.getInts("axes");const o=e=>{if(!e||1!==e.length)throw new Error("Squeeze requires 1 input.");if("string"===e[0].type)throw new Error("invalid input tensor types.")},i=e=>{if(!e||2!==e.length)throw new Error("Squeeze requires 2 inputs.");if("int32"!==e[1].type)throw new Error("Invalid input type.")}},1240:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.sum=void 0;const r=n(6757),o=n(5639);t.sum=(e,t)=>{a(t);const n={name:"Sum",inputNames:t.map(((e,t)=>`X${t}`)),inputTypes:new Array(t.length).fill(o.TextureType.unpacked)};return[e.run(Object.assign(Object.assign({},n),{get:()=>i(e,t,n)}),t)]};const i=(e,t,n)=>{const i=(0,r.getGlsl)(e.session.backend.glContext.version),a=t[0].dims.slice(),s=`\n      void main() {\n        vec4 result = ${t.map(((e,t)=>`${i.texture2D}(X${t},TexCoords)`)).join(" + ")};\n        ${i.output} = result;\n      }\n    `;return Object.assign(Object.assign({},n),{output:{dims:a,type:t[0].type,textureType:o.TextureType.unpacked},hasMain:!0,shaderSource:s})},a=e=>{if(!e||0===e.length)throw new Error("Sum requires inputs.");const t=e[0].dims.length;for(let n=1;n<e.length;n++){if(t!==e[n].dims.length)throw new Error("Input shapes are mismatched.");for(let r=0;r<t;r++)if(e[0].dims[r]!==e[n].dims[r])throw new Error("Input shapes are not matched.")}if("float32"!==e[0].type&&"float64"!==e[0].type)throw new Error("Invalid input type.");for(let t=1;t<e.length;t++)if(e[0].type!==e[t].type)throw new Error("Input types are not matched.")}},5944:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.tile=void 0;const r=n(6145),o=n(5639);t.tile=(e,t)=>{a(t);const n={name:"Tile",inputNames:["A"],inputTypes:[o.TextureType.unpacked]};return[e.run(Object.assign(Object.assign({},n),{get:()=>i(e,t,n)}),t)]};const i=(e,t,n)=>{const r=t[0].dims.slice(),i=new Array(r.length),a=[];for(let e=0;e<r.length;e++)i[e]=r[e]*t[1].numberData[e],a.push(`inputIdx[${e}] = int(mod(float(outputIdx[${e}]), ${r[e]}.));`);const s=i.length,u=`\n      float process(int outputIdx[${s}]) {\n        int inputIdx[${s}];\n        ${a.join("\n")}\n        return _A(inputIdx);\n      }\n    `;return Object.assign(Object.assign({},n),{output:{dims:i,type:t[0].type,textureType:o.TextureType.unpacked},shaderSource:u})},a=e=>{if(!e||2!==e.length)throw new Error("Tile requires 2 input.");if(1!==e[1].dims.length)throw new Error("The second input shape must 1 dimension.");if(e[1].dims[0]!==e[0].dims.length)throw new Error("Invalid input shape.");if(-1===r.NUMBER_TYPES.indexOf(e[0].type))throw new Error("Invalid input type.");if("int32"!==e[1].type&&"int16"!==e[1].type)throw new Error("Invalid repeat type.")}},5707:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.parseTransposeAttributes=t.transpose=void 0;const r=n(4910),o=n(7273),i=n(5639),a={name:"Transpose",inputNames:["A"],inputTypes:[i.TextureType.unpacked]};t.transpose=(e,t,n)=>(p(t),[e.run(Object.assign(Object.assign({},a),{cacheHint:n.cacheKey,get:()=>s(e,t[0],n.perm)}),t)]),t.parseTransposeAttributes=e=>(0,r.createAttributeWithCacheKey)({perm:e.attributes.getInts("perm",[])});const s=(e,t,n)=>{const r=t.dims;n=u(r,n);const o=l(r,n),s=r.length,p=`\n      ${c("perm",n,s)}\n      float process(int indices[${s}]) {\n        int a[${s}];\n        perm(a, indices);\n        return _A(a);\n      }`;return Object.assign(Object.assign({},a),{output:{dims:o,type:t.type,textureType:i.TextureType.unpacked},shaderSource:p})},u=(e,t)=>(t&&t.length!==e.length&&(t=[...e.keys()].reverse()),t),l=(e,t)=>(t=u(e,t),o.ShapeUtil.sortBasedOnPerm(e,t)),c=(e,t,n)=>{const r=[];r.push(`void ${e}(out int a[${n}], int src[${n}]) {`);for(let e=0;e<n;++e)r.push(`\ta[${t[e]}]=src[${e}];`);return r.push("\t}"),r.join("\n")},p=e=>{if(!e||1!==e.length)throw new Error("Transpose requires 1 input.");if("float32"!==e[0].type&&"float64"!==e[0].type)throw new Error("input should be float tensor")}},2488:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.encodeAsUint8=void 0;const r=n(6757),o=n(5639);t.encodeAsUint8=(e,t)=>{const n=t.shape,i=(0,r.getGlsl)(e.session.backend.glContext.version),a=`\n    const float FLOAT_MAX = 1.70141184e38;\n    const float FLOAT_MIN = 1.17549435e-38;\n\n    bool isNaN(float val) {\n      return (val < 1.0 || 0.0 < val || val == 0.0) ? false : true;\n    }\n\n    highp vec4 encodeAsUint8(highp float v) {\n      if (isNaN(v)) {\n        return vec4(255, 255, 255, 255);\n      }\n\n      highp float av = abs(v);\n\n      if(av < FLOAT_MIN) {\n        return vec4(0.0, 0.0, 0.0, 0.0);\n      } else if(v > FLOAT_MAX) {\n        return vec4(0.0, 0.0, 128.0, 127.0) / 255.0;\n      } else if(v < -FLOAT_MAX) {\n        return vec4(0.0, 0.0,  128.0, 255.0) / 255.0;\n      }\n\n      highp vec4 c = vec4(0,0,0,0);\n\n      highp float e = floor(log2(av));\n      highp float m = exp2(fract(log2(av))) - 1.0;\n\n      c[2] = floor(128.0 * m);\n      m -= c[2] / 128.0;\n      c[1] = floor(32768.0 * m);\n      m -= c[1] / 32768.0;\n      c[0] = floor(8388608.0 * m);\n\n      highp float ebias = e + 127.0;\n      c[3] = floor(ebias / 2.0);\n      ebias -= c[3] * 2.0;\n      c[2] += floor(ebias) * 128.0;\n\n      c[3] += 128.0 * step(0.0, -v);\n\n      return c / 255.0;\n    }\n\n    void main() {\n      float value = ${i.texture2D}(X,TexCoords).r;\n      ${i.output} = encodeAsUint8(value);\n    }`,s={name:"Uint8Encode",inputTypes:[o.TextureType.unpacked],inputNames:["X"],output:{dims:n,type:t.tensor.type,textureType:o.TextureType.downloadUint8AsFloat},shaderSource:a,hasMain:!0};return e.executeProgram(s,[t.tensor])}},9087:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.tanh=t.tan=t.sqrt=t.sin=t.sigmoid=t.relu=t.not=t.neg=t.log=t.parseLeakyReluAttributes=t.leakyRelu=t.identity=t.floor=t.exp=t.parseEluAttributes=t.elu=t.cos=t.ceil=t.clipV11=t.parseClipAttributes=t.clip=t.atan=t.asin=t.acos=t.abs=t.glslTanh=t.glslTan=t.glslSqrt=t.glslSigmoid=t.glslRelu=t.glslSin=t.glslNot=t.glslNeg=t.glslLog=t.glslLeakyRelu=t.glslIdentity=t.glslClip=t.glslFloor=t.glslExp=t.glslElu=t.glslCos=t.glslCeil=t.glslAtan=t.glslAsin=t.glslAcos=t.glslAbs=void 0;const r=n(4910),o=n(7273),i=n(1997),a=n(6757),s=n(5639);function u(){return $("abs")}function l(){return $("acos")}function c(){return $("asin")}function p(){return $("atan")}function d(){return $("ceil")}function f(){return $("cos")}function h(e){const t="elu";return{body:`\n  const float alpha = float(${e});\n\n  float ${t}_(float a) {\n    return a >= 0.0 ? a: (exp(a) - 1.0) * alpha;\n  }\n  vec4 ${t}_(vec4 v) {\n    return vec4(${t}_(v.x), ${t}_(v.y), ${t}_(v.z), ${t}_(v.w));\n  }\n  `,name:t,type:i.FunctionType.ValueBased}}function g(){return $("exp")}function m(){return $("floor")}function b(e,t){const n="clip";return{body:`\n  const float min = float(${e});\n  const float max = float(${t});\n\n  float ${n}_(float a) {\n    return clamp(a, min, max);\n  }\n  vec4 ${n}_(vec4 v) {\n    return clamp(v, min, max);\n  }\n  `,name:n,type:i.FunctionType.ValueBased}}function y(){const e="indentity";return{body:`\n  float ${e}_(float a) {\n    return a;\n  }\n  vec4 ${e}_(vec4 v) {\n    return v;\n  }\n  `,name:e,type:i.FunctionType.ValueBased}}function w(e){const t="leakyRelu";return{body:`\n  const float alpha = float(${e});\n\n  float ${t}_(float a) {\n    return a < 0.0 ? a * alpha : a;\n  }\n  vec4 ${t}_(vec4 v) {\n    return vec4(${t}_(v.x), ${t}_(v.y), ${t}_(v.z), ${t}_(v.w));\n  }\n  `,name:t,type:i.FunctionType.ValueBased}}function _(){return $("log")}function v(){const e="neg";return{body:`\n  float ${e}_(float a) {\n    return -a;\n  }\n  vec4 ${e}_(vec4 v) {\n    return -v;\n  }\n  `,name:e,type:i.FunctionType.ValueBased}}function x(){const e="not";return{body:`\n  float ${e}_(float a) {\n    return float( ! bool(a) );\n  }\n  bool ${e}_(bool a) {\n    return !a;\n  }\n  vec4 ${e}_(vec4 v) {\n    return vec4(!bool(v.x), !bool(v.y), !bool(v.z), !bool(v.w));\n  }\n  bvec4 ${e}_(bvec4 v) {\n    return bvec4(!v.x, !v.y, !v.z, !v.w);\n  }\n  `,name:e,type:i.FunctionType.ValueBased}}function T(){return $("sin")}function S(){const e="relu";return{body:`\n  float ${e}_(float a) {\n    return max( a, 0.0 );\n  }\n  vec4 ${e}_(vec4 v) {\n    return max( v, 0.0 );\n  }\n  `,name:e,type:i.FunctionType.ValueBased}}function O(){const e="sigmoid";return{body:`\n  float ${e}_(float a) {\n    return 1.0 / (1.0 + exp(-a));\n  }\n  vec4 ${e}_(vec4 v) {\n    return 1.0 / (1.0 + exp(-v));\n  }\n  `,name:e,type:i.FunctionType.ValueBased}}function A(){return $("sqrt")}function E(){return $("tan")}function I(){const e="tanh";return{body:`\n  float ${e}_(float a) {\n    a = clamp(a, -10., 10.);\n    a = exp(2.*a);\n    return (a - 1.) / (a + 1.);\n  }\n  vec4 ${e}_(vec4 v) {\n    v = clamp(v, -10., 10.);\n    v = exp(2.*v);\n    return (v - 1.) / (v + 1.);\n  }\n  `,name:e,type:i.FunctionType.ValueBased}}function $(e){return{body:`\n  float ${e}_(float a) {\n    return ${e}(a);\n  }\n  vec4 ${e}_(vec4 v) {\n    return ${e}(v);\n  }\n  `,name:e,type:i.FunctionType.ValueBased}}t.glslAbs=u,t.glslAcos=l,t.glslAsin=c,t.glslAtan=p,t.glslCeil=d,t.glslCos=f,t.glslElu=h,t.glslExp=g,t.glslFloor=m,t.glslClip=b,t.glslIdentity=y,t.glslLeakyRelu=w,t.glslLog=_,t.glslNeg=v,t.glslNot=x,t.glslSin=T,t.glslRelu=S,t.glslSigmoid=O,t.glslSqrt=A,t.glslTan=E,t.glslTanh=I;const P=(e,t,n,r)=>{const o=e.session.pack?s.TextureType.packed:s.TextureType.unpacked,i={name:n.name,inputTypes:[o],inputNames:["A"],cacheHint:r};return Object.assign(Object.assign({},i),{get:()=>((e,t,n,r)=>{const o=e.session.pack?s.TextureType.packed:s.TextureType.unpacked,i=(0,a.getGlsl)(e.session.backend.glContext.version);return Object.assign(Object.assign({},t),{output:{dims:n.dims,type:n.type,textureType:o},shaderSource:`\n     ${r.body}\n     void main() {\n       vec4 v = ${i.texture2D}(A, TexCoords);\n       v = ${r.name}_(v);\n       ${i.output} = v;\n     }\n     `,hasMain:!0})})(e,i,t,n)})};t.abs=(e,t)=>[e.run(P(e,t[0],u()),t)],t.acos=(e,t)=>[e.run(P(e,t[0],l()),t)],t.asin=(e,t)=>[e.run(P(e,t[0],c()),t)],t.atan=(e,t)=>[e.run(P(e,t[0],p()),t)],t.clip=(e,t,n)=>[e.run(P(e,t[0],b(n.min,n.max),n.cacheKey),t)],t.parseClipAttributes=e=>(0,r.createAttributeWithCacheKey)({min:e.attributes.getFloat("min",o.MIN_CLIP),max:e.attributes.getFloat("max",o.MAX_CLIP)}),t.clipV11=(e,n)=>{const r=D(e,n);return(0,t.clip)(e,[n[0]],r)};const D=(e,t)=>{if(t.length>=3&&(!e.session.isInitializer(t[1].dataId)||!e.session.isInitializer(t[2].dataId)))throw new Error("dynamic clip attributes are not allowed");const n=t.length>=3?t[1].numberData[0]:o.MIN_CLIP,i=t.length>=3?t[2].numberData[0]:o.MAX_CLIP;return(0,r.createAttributeWithCacheKey)({min:n,max:i})};t.ceil=(e,t)=>[e.run(P(e,t[0],d()),t)],t.cos=(e,t)=>[e.run(P(e,t[0],f()),t)],t.elu=(e,t,n)=>[e.run(P(e,t[0],h(n.alpha),n.cacheKey),t)],t.parseEluAttributes=e=>(0,r.createAttributeWithCacheKey)({alpha:e.attributes.getFloat("alpha",1)}),t.exp=(e,t)=>[e.run(P(e,t[0],g()),t)],t.floor=(e,t)=>[e.run(P(e,t[0],m()),t)],t.identity=(e,t)=>[e.run(P(e,t[0],y()),t)],t.leakyRelu=(e,t,n)=>[e.run(P(e,t[0],w(n.alpha),n.cacheKey),t)],t.parseLeakyReluAttributes=e=>(0,r.createAttributeWithCacheKey)({alpha:e.attributes.getFloat("alpha",.01)}),t.log=(e,t)=>[e.run(P(e,t[0],_()),t)],t.neg=(e,t)=>[e.run(P(e,t[0],v()),t)],t.not=(e,t)=>[e.run(P(e,t[0],x()),t)],t.relu=(e,t)=>[e.run(P(e,t[0],S()),t)],t.sigmoid=(e,t)=>[e.run(P(e,t[0],O()),t)],t.sin=(e,t)=>[e.run(P(e,t[0],T()),t)],t.sqrt=(e,t)=>[e.run(P(e,t[0],A()),t)],t.tan=(e,t)=>[e.run(P(e,t[0],E()),t)],t.tanh=(e,t)=>[e.run(P(e,t[0],I()),t)]},540:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.createUnpackProgramInfoLoader=t.createUnpackProgramInfo=void 0;const r=n(6757),o=n(5639),i=n(432),a=n(5614),s={name:"unpack",inputNames:["A"],inputTypes:[o.TextureType.packed]};t.createUnpackProgramInfo=(e,t)=>{const n=t.dims.length,u=(0,a.getChannels)("rc",n),l=u.slice(-2),c=(0,i.getCoordsDataType)(n),p=(0,a.unpackFromChannel)(),d=0===t.dims.length?"":function(e,t){if(1===e)return"rc";let n="";for(let r=0;r<e;r++)n+=t[r],r<e-1&&(n+=",");return n}(n,u),f=n<=1?"rc":`vec2(${l.join(",")})`,h=`\n    ${p}\n    void main() {\n      ${c} rc = getOutputCoords();\n\n       // Sample the texture with the coords to get the rgba channel value.\n       vec4 packedInput = getA(${d});\n\n       ${(0,r.getGlsl)(e.session.backend.glContext.version).output} = vec4(getChannel(packedInput, ${f}), 0, 0, 0);\n     }\n   `;return Object.assign(Object.assign({},s),{hasMain:!0,output:{dims:t.dims,type:t.type,textureType:o.TextureType.unpacked},shaderSource:h})},t.createUnpackProgramInfoLoader=(e,n)=>Object.assign(Object.assign({},s),{get:()=>(0,t.createUnpackProgramInfo)(e,n)})},7862:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.parseUnsqueezeAttributes=t.unsqueezeV13=t.unsqueeze=void 0;const r=n(7273);t.unsqueeze=(e,t,n)=>{o(t);const i=r.ShapeUtil.unsqueezeShape(t[0].dims,n);return[e.reshapeUnpacked(t[0],i)]},t.unsqueezeV13=(e,n)=>(i(n),(0,t.unsqueeze)(e,[n[0]],Array.from(n[1].integerData))),t.parseUnsqueezeAttributes=e=>e.attributes.getInts("axes");const o=e=>{if(!e||1!==e.length)throw new Error("Unsqueeze requires 1 input.");if("string"===e[0].type)throw new Error("invalid input tensor types.")},i=e=>{if(!e||2!==e.length)throw new Error("Unsqueeze requires 2 inputs.");if("int32"!==e[1].type)throw new Error("Invalid input type.")}},3980:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.scalesValidation=t.validateInputs=t.parseUpsampleAttributes=t.parseUpsampleAttributesV9=t.parseUpsampleAttributesV7=t.upsample=void 0;const r=n(4910),o=n(6757),i=n(5639),a={name:"Upsample",inputNames:["X"],inputTypes:[i.TextureType.unpacked]};t.upsample=(e,n,r)=>((0,t.validateInputs)(n,r),[e.run(Object.assign(Object.assign({},a),{cacheHint:r.cacheKey,get:()=>s(e,n,r)}),n)]),t.parseUpsampleAttributesV7=e=>(0,t.parseUpsampleAttributes)(e,7),t.parseUpsampleAttributesV9=e=>(0,t.parseUpsampleAttributes)(e,9),t.parseUpsampleAttributes=(e,n)=>{const o=n>=10,i=e.attributes.getString("mode","nearest");if("nearest"!==i&&"linear"!==i&&(n<11||"cubic"!==i))throw new Error(`unrecognized mode: ${i}`);let a=[];n<9&&(a=e.attributes.getFloats("scales"),(0,t.scalesValidation)(a,i,o));const s=e.attributes.getFloat("extrapolation_value",0),u=n>10?e.attributes.getString("coordinate_transformation_mode","half_pixel"):"asymmetric";if(-1===["asymmetric","pytorch_half_pixel","tf_half_pixel_for_nn","align_corners","tf_crop_and_resize","half_pixel"].indexOf(u))throw new Error(`coordinate_transform_mode '${u}' is not supported`);const l="tf_crop_and_resize"===u,c=l,p="nearest"===i&&n>=11?e.attributes.getString("nearest_mode","round_prefer_floor"):"";if(-1===["round_prefer_floor","round_prefer_ceil","floor","ceil",""].indexOf(p))throw new Error(`nearest_mode '${p}' is not supported`);const d=e.attributes.getFloat("cubic_coeff_a",-.75),f=0!==e.attributes.getInt("exclude_outside",0);if(f&&"cubic"!==i)throw new Error("exclude_outside can be set to 1 only when mode is CUBIC.");const h=n<11||"nearest"===i&&"asymmetric"===u&&"floor"===p;let g=0,m=0,b=0;return n>10?e.inputs.length>2?(g=1,m=2,b=3):(m=1,b=2):9===n&&(m=1),(0,r.createAttributeWithCacheKey)({opset:n,isResize:o,mode:i,scales:a,extrapolationValue:s,coordinateTransformMode:u,useExtrapolation:c,needRoiInput:l,nearestMode:p,cubicCoefficientA:d,excludeOutside:f,useNearest2xOptimization:h,roiInputIdx:g,scalesInputIdx:m,sizesInputIdx:b})};const s=(e,t,n)=>{const r=(0,o.getGlsl)(e.session.backend.glContext.version),[s,u]=e.calculateTextureWidthAndHeight(t[0].dims,i.TextureType.unpacked),l=t[0].dims.map(((e,t)=>Math.floor(e*n.scales[t]))),[c,p]=e.calculateTextureWidthAndHeight(l,i.TextureType.unpacked),d=l.length,f=new Array(d),h=new Array(d);let g=`\n      int output_pitches[${d}];\n      int input_pitches[${d}];\n      `;for(let e=d-1;e>=0;e--)f[e]=e===d-1?1:f[e+1]*l[e+1],h[e]=e===d-1?1:h[e+1]*t[0].dims[e+1],g+=`\n        output_pitches[${e}] = ${f[e]};\n        input_pitches[${e}] = ${h[e]};\n        `;const m=`\n      float getInputFloat(int index) {\n        vec2 coords = offsetToCoords(index, ${s}, ${u});\n        float value = getColorAsFloat(${r.texture2D}(X, coords));\n        return value;\n      }\n      `,b="nearest"===n.mode?`\n    ${m}\n    float process(int indices[${d}]) {\n      int input_index = 0;\n      int output_index = coordsToOffset(TexCoords, ${c}, ${p});\n\n      ${g}\n\n      int d, m;\n      for (int dim = 0; dim < ${d}; ++dim) {\n        d = output_index / output_pitches[dim];\n        m = output_index - d * output_pitches[dim];\n        output_index = m;\n\n        if (scales[dim] != 1 && d > 0) {\n          int d2 = d / scales[dim];\n          m = d - d2 * scales[dim];\n          d = d2;\n        }\n        input_index += input_pitches[dim] * d;\n      }\n\n      return getInputFloat(input_index);\n    }`:4===d?`\n    ${m}\n    float process(int indices[4]) {\n      int input_index = 0;\n      int output_index = coordsToOffset(TexCoords, ${c}, ${p});\n\n      ${g}\n\n      int m;\n      int index_of_dim0, index_of_dim1, index_of_dim2, index_of_dim3;\n      index_of_dim0 = output_index / output_pitches[0];\n      m = output_index - index_of_dim0 * output_pitches[0];\n      index_of_dim1 = m / output_pitches[1];\n      m = m - index_of_dim1 * output_pitches[1];\n      index_of_dim2 = m / output_pitches[2];\n      m = m - index_of_dim2 * output_pitches[2];\n      index_of_dim3 = m;\n\n      int index_of_input_dim2, index_of_input_dim3, x_offset, y_offset;\n      index_of_input_dim2 = index_of_dim2 / scales[2];\n      y_offset = index_of_dim2 - index_of_input_dim2 * scales[2];\n      index_of_input_dim3 = index_of_dim3 / scales[3];\n      x_offset = index_of_dim3 - index_of_input_dim3 * scales[3];\n\n      input_index = index_of_dim0 * input_pitches[0] +\n            index_of_dim1 * input_pitches[1] +\n            index_of_input_dim2 * input_pitches[2] +\n            index_of_input_dim3;\n\n      float x00 = getInputFloat(input_index);\n      float x10, x01, x11;\n\n      bool end_of_dim2 = false;\n      if (index_of_input_dim2 == (${t[0].dims[2]} - 1)) {\n        // It's the end in dimension 2\n        x01 = x00;\n        end_of_dim2 = true;\n      } else {\n        x01 = getInputFloat(input_index + input_pitches[2]);\n      }\n\n      if (index_of_input_dim3 == (input_pitches[2] - 1)) {\n        // It's the end in dimension 3\n        x10 = x00;\n        x11 = x01;\n      }\n      else {\n        x10 = getInputFloat(input_index + 1);\n        x11 = end_of_dim2 ? x10 : getInputFloat(input_index + input_pitches[2] + 1);\n      }\n\n      float y0 = x00 + float(y_offset) * (x01 - x00) / float(scales[2]);\n      float y1 = x10 + float(y_offset) * (x11 - x10) / float(scales[2]);\n      return y0 + float(x_offset) * (y1 - y0) / float(scales[3]);\n    }`:`\n    ${m}\n    float process(int indices[2]) {\n      int input_index = 0;\n      int output_index = coordsToOffset(TexCoords, ${c}, ${p});\n\n      ${g}\n\n      int m;\n      int index_of_dim0, index_of_dim1;\n      index_of_dim0 = output_index / output_pitches[0];\n      m = output_index - index_of_dim0 * output_pitches[0];\n      index_of_dim1 = m;\n\n      int index_of_input_dim0, index_of_input_dim1, x_offset, y_offset;\n      index_of_input_dim0 = index_of_dim0 / scales[0];\n      y_offset = index_of_dim0 - index_of_input_dim0 * scales[0];\n      index_of_input_dim1 = index_of_dim1 / scales[1];\n      x_offset = index_of_dim1 - index_of_input_dim1 * scales[1];\n\n      input_index = index_of_input_dim0 * input_pitches[0] + index_of_input_dim1;\n\n      float x00 = getInputFloat(input_index);\n      float x10, x01, x11;\n\n      bool end_of_dim0 = false;\n      if (index_of_input_dim0 == (${t[0].dims[0]} - 1)) {\n        // It's the end in dimension 0\n        x01 = x00;\n        end_of_dim0 = true;\n      } else {\n        x01 = getInputFloat(input_index + input_pitches[0]);\n      }\n\n      if (index_of_input_dim1 == (input_pitches[0] - 1)) {\n        // It's the end in dimension 1\n        x10 = x00;\n        x11 = x01;\n      }\n      else {\n        x10 = getInputFloat(input_index + 1);\n        x11 = end_of_dim0 ? x10 : getInputFloat(input_index + input_pitches[0] + 1);\n      }\n\n      float y0 = x00 + float(y_offset) * (x01 - x00) / float(scales[0]);\n      float y1 = x10 + float(y_offset) * (x11 - x10) / float(scales[0]);\n      return y0 + float(x_offset) * (y1 - y0) / float(scales[1]);\n    }`;return Object.assign(Object.assign({},a),{output:{dims:l,type:t[0].type,textureType:i.TextureType.unpacked},shaderSource:b,variables:[{name:"scales",type:"int",arrayLength:n.scales.length,data:n.scales.map((e=>Math.ceil(e)))}]})};t.validateInputs=(e,t)=>{if(!e||t.opset<9&&1!==e.length||t.opset>=9&&t.opset<11&&2!==e.length||t.opset>=11&&e.length<2)throw new Error("invalid inputs.");if(t.scales.length>0&&e[0].dims.length!==t.scales.length)throw new Error("Invalid input shape.");if("string"===e[0].type)throw new Error("Invalid input tensor types.")},t.scalesValidation=(e,t,n)=>{if(n){for(const t of e)if(t<=0)throw new Error("Scale value should be greater than 0.")}else for(const t of e)if(t<1)throw new Error("Scale value should be greater than or equal to 1.");if(!("linear"!==t&&"cubic"!==t||2===e.length||4===e.length&&1===e[0]&&1===e[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 ${n?"Resize":"Upsample"} opeartor.`)}},2757:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.ProgramManager=void 0;const r=n(8453),o=n(1315),i=n(8897),a=n(6757);t.ProgramManager=class{constructor(e,t,n){this.profiler=e,this.glContext=t,this.textureLayoutStrategy=n,this.repo=new Map,this.attributesBound=!1}getArtifact(e){return this.repo.get(e)}setArtifact(e,t){this.repo.set(e,t)}run(e,t,n){var r;this.profiler.event("op",`ProgramManager.run ${null!==(r=e.programInfo.name)&&void 0!==r?r:"unknown kernel"}`,(()=>{var r;const i=this.glContext.gl,a=e.program;i.useProgram(a);try{this.bindOutput(n),this.attributesBound||this.bindAttributes(e.attribLocations),this.bindUniforms(e.uniformLocations,null!==(r=e.programInfo.variables)&&void 0!==r?r:[],t)}catch(t){throw o.Logger.error("ProgramManager",e.programInfo.shaderSource),t}this.profiler.event("backend","GlContext.draw()",(()=>{this.glContext.draw()}))}),this.glContext)}dispose(){this.vertexShader&&this.glContext.deleteShader(this.vertexShader),this.repo.forEach((e=>this.glContext.deleteProgram(e.program)))}build(e,t,n){return this.profiler.event("backend","ProgramManager.build",(()=>{const r=new i.GlslPreprocessor(this.glContext,e,t,n),o=r.preprocess(),a=this.compile(o);return{programInfo:e,program:a,uniformLocations:this.getUniformLocations(a,r.context.programInfo.inputNames,r.context.programInfo.variables),attribLocations:this.getAttribLocations(a)}}))}compile(e){if(!this.vertexShader){o.Logger.verbose("ProrgramManager","Compiling and caching Vertex shader for the first time");const e=(0,a.getVertexShaderSource)(this.glContext.version);this.vertexShader=this.glContext.compileShader(e,this.glContext.gl.VERTEX_SHADER)}r.env.debug&&o.Logger.verbose("ProrgramManager",`FragShader:\n${e}\n`);const t=this.glContext.compileShader(e,this.glContext.gl.FRAGMENT_SHADER),n=this.glContext.createProgram(this.vertexShader,t);return this.glContext.deleteShader(t),n}bindOutput(e){const t=e.width,n=e.height;o.Logger.verbose("ProrgramManager",`Binding output texture to Framebuffer: w/h=${t}/${n}, shape=${e.shape}, type=${e.tensor.type}`),this.glContext.attachFramebuffer(e.texture,t,n)}bindAttributes(e){const t=e.position,n=e.textureCoord;this.glContext.setVertexAttributes(t,n),this.attributesBound=!0}bindUniforms(e,t,n){var r;const o=this.glContext.gl;let i=0;for(const{name:a,type:s,location:u,arrayLength:l}of e){const e=null===(r=t.find((e=>e.name===a)))||void 0===r?void 0:r.data;if("sampler2D"!==s&&!e)throw new Error(`variable '${a}' does not have data defined in program info`);switch(s){case"sampler2D":this.bindTexture(n[i],u,i),i++;break;case"float":l?o.uniform1fv(u,e):o.uniform1f(u,e);break;case"int":l?o.uniform1iv(u,e):o.uniform1i(u,e);break;default:throw new Error(`Uniform not implemented: ${s}`)}}}bindTexture(e,t,n){this.glContext.bindTextureToUniform(e.texture,n,t)}getAttribLocations(e){return{position:this.getAttribLocation(e,"position"),textureCoord:this.getAttribLocation(e,"textureCoord")}}getUniformLocations(e,t,n){const r=[];if(t)for(const n of t)r.push({name:n,type:"sampler2D",location:this.getUniformLocation(e,n)});if(n)for(const t of n)r.push(Object.assign(Object.assign({},t),{location:this.getUniformLocation(e,t.name)}));return r}getUniformLocation(e,t){const n=this.glContext.gl.getUniformLocation(e,t);if(null===n)throw new Error(`Uniform ${t} not found.`);return n}getAttribLocation(e,t){return this.glContext.gl.getAttribLocation(e,t)}}},2171:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.WebGLSessionHandler=void 0;const r=n(1315),o=n(5881),i=n(7860),a=n(4110),s=n(2757),u=n(7618),l=n(5243);t.WebGLSessionHandler=class{constructor(e,t){this.backend=e,this.context=t,this.layoutStrategy=new u.PreferLogicalStrategy(e.glContext.maxTextureSize),this.programManager=new s.ProgramManager(this.context.profiler,e.glContext,this.layoutStrategy),this.textureManager=new l.TextureManager(e.glContext,this.layoutStrategy,this.context.profiler,{reuseTextures:"full"===e.textureCacheMode}),this.packedTextureDataCache=new Map,this.unpackedTextureDataCache=new Map,this.pack=e.pack,this.pack2unpackMap=new Map,this.unpack2packMap=new Map}createInferenceHandler(){return new i.WebGLInferenceHandler(this)}onGraphInitialized(e){const t=e.getValues().filter((e=>-1===e.from&&e.tensor)).map((e=>e.tensor.dataId));this.initializers=new Set(t)}isInitializer(e){return!!this.initializers&&this.initializers.has(e)}addInitializer(e){this.initializers.add(e)}getTextureData(e,t){return t?this.packedTextureDataCache.get(e):this.unpackedTextureDataCache.get(e)}setTextureData(e,t,n=!1){r.Logger.verbose("WebGLSessionHandler","Storing Texture data in cache"),n?this.packedTextureDataCache.set(e,t):this.unpackedTextureDataCache.set(e,t)}dispose(){this.programManager.dispose(),this.textureManager.clearActiveTextures(),this.packedTextureDataCache.forEach((e=>this.textureManager.releaseTexture(e,!0))),this.packedTextureDataCache=new Map,this.unpackedTextureDataCache.forEach((e=>this.textureManager.releaseTexture(e,!0))),this.unpackedTextureDataCache=new Map}resolve(e,t,n){const r=(0,o.resolveOperator)(e,t,a.WEBGL_OP_RESOLVE_RULES);return{impl:r.opImpl,context:r.opInit?r.opInit(e,n):e}}}},9622:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.Uint8DataEncoder=t.RGBAFloatDataEncoder=t.RedFloat32DataEncoder=void 0;const r=n(1315);t.RedFloat32DataEncoder=class{constructor(e,t=1){if(1===t)this.internalFormat=e.R32F,this.format=e.RED,this.textureType=e.FLOAT,this.channelSize=t;else{if(4!==t)throw new Error(`Invalid number of channels: ${t}`);this.internalFormat=e.RGBA32F,this.format=e.RGBA,this.textureType=e.FLOAT,this.channelSize=t}}encode(e,t){let n,o;return e.constructor!==Float32Array&&(r.Logger.warning("Encoder","data was not of type Float32; creating new Float32Array"),o=new Float32Array(e)),t*this.channelSize>e.length?(r.Logger.warning("Encoder","Source data too small. Allocating larger array"),o=e,n=this.allocate(t*this.channelSize),o.forEach(((e,t)=>n[t]=e))):(o=e,n=o),n}allocate(e){return new Float32Array(4*e)}decode(e,t){return 1===this.channelSize?e.filter(((e,t)=>t%4==0)).subarray(0,t):e.subarray(0,t)}},t.RGBAFloatDataEncoder=class{constructor(e,t=1,n){if(1!==t&&4!==t)throw new Error(`Invalid number of channels: ${t}`);this.internalFormat=e.RGBA,this.format=e.RGBA,this.channelSize=t,this.textureType=n||e.FLOAT}encode(e,t){let n=e;return 1===this.channelSize&&(r.Logger.verbose("Encoder","Exploding into a larger array"),n=this.allocate(t),e.forEach(((e,t)=>n[4*t]=e))),n}allocate(e){return new Float32Array(4*e)}decode(e,t){return 1===this.channelSize?e.filter(((e,t)=>t%4==0)).subarray(0,t):e.subarray(0,t)}},t.Uint8DataEncoder=class{constructor(e,t=1){if(this.channelSize=4,1===t)this.internalFormat=e.ALPHA,this.format=e.ALPHA,this.textureType=e.UNSIGNED_BYTE,this.channelSize=t;else{if(4!==t)throw new Error(`Invalid number of channels: ${t}`);this.internalFormat=e.RGBA,this.format=e.RGBA,this.textureType=e.UNSIGNED_BYTE,this.channelSize=t}}encode(e,t){return new Uint8Array(e.buffer,e.byteOffset,e.byteLength)}allocate(e){return new Uint8Array(e*this.channelSize)}decode(e,t){if(e instanceof Uint8Array)return e.subarray(0,t);throw new Error(`Invalid array type: ${e.constructor}`)}}},7618:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.getBatchDim=t.sizeToSquarishShape=t.getRowsCols=t.sizeFromShape=t.isInt=t.parseAxisParam=t.squeezeShape=t.PreferLogicalStrategy=t.AlwaysKeepOriginalSizeStrategy=void 0;const r=n(1315),o=n(7273);function i(e,t){const n=[],r=[],o=null!=t&&Array.isArray(t)&&0===t.length,i=null==t||o?null:a(t,e).sort();let s=0;for(let t=0;t<e.length;++t){if(null!=i){if(i[s]===t&&1!==e[t])throw new Error(`Can't squeeze axis ${t} since its dim '${e[t]}' is not 1`);(null==i[s]||i[s]>t)&&1===e[t]&&(n.push(e[t]),r.push(t)),i[s]<=t&&s++}1!==e[t]&&(n.push(e[t]),r.push(t))}return{newShape:n,keptDims:r}}function a(e,t){const n=t.length;return e=null==e?t.map(((e,t)=>t)):[].concat(e),(0,o.assert)(e.every((e=>e>=-n&&e<n)),(()=>`All values in axis param must be in range [-${n}, ${n}) but got axis ${e}`)),(0,o.assert)(e.every(s),(()=>`All values in axis param must be integers but got axis ${e}`)),e.map((e=>e<0?n+e:e))}function s(e){return e%1==0}function u(e){if(0===e.length)return 1;let t=e[0];for(let n=1;n<e.length;n++)t*=e[n];return t}function l(e){const t=Math.ceil(Math.sqrt(e));return[t,Math.ceil(e/t)]}t.AlwaysKeepOriginalSizeStrategy=class{constructor(e){this.maxTextureSize=e}computeTextureWH(e,t){if(0===e.length)return[1,1];const n=this.maxTextureSize;if(t&&void 0!==t.breakAxis){const o=t.breakAxis>=e.length?1:e.slice(t.breakAxis).reduce(((e,t)=>e*t)),i=t.breakAxis<=0?1:e.slice(0,t.breakAxis).reduce(((e,t)=>e*t));if(!(o>n||i>n))return[o,i];r.Logger.verbose("TextureLayout",`Given width/height preferences were unattainable: shape:${e}, breakAxis:${t.breakAxis}`)}const o=e.reduce(((e,t)=>e*t));let i=Math.floor(Math.sqrt(o));for(;i<n&&i<o&&o%i!=0;i++);if(i>=n||o%i!=0)throw new Error(`The given dimensions are outside this GPU's boundaries: ${e}`);return[i,o/i]}},t.PreferLogicalStrategy=class{constructor(e){this.maxTextureSize=e}computeTextureWH(e,t){const n=this.computeTexture(e,t);return t&&t.isPacked&&(n[0]/=2,n[1]/=2),t&&t.reverseWH?[n[1],n[0]]:n}computeTexture(e,t){const n=t&&t.isPacked;if(0===e.length)return n?[2,2]:[1,1];let o=this.maxTextureSize;if(t&&void 0!==t.breakAxis){const n=t.breakAxis>=e.length?1:e.slice(t.breakAxis).reduce(((e,t)=>e*t)),i=t.breakAxis<=0?1:e.slice(0,t.breakAxis).reduce(((e,t)=>e*t));if(!(n>o||i>o))return[n,i];r.Logger.verbose("TextureLayout",`Given width/height preferences were unattainable: shape:${e}, breakAxis:${t.breakAxis}`)}let a=e.slice(0);if(n&&(o*=2,a=a.map(((e,t)=>t>=a.length-2?a[t]%2==0?a[t]:a[t]+1:a[t])),1===a.length&&(a=[2,a[0]])),2!==a.length){const e=i(a);a=e.newShape}const s=u(a);return a.length<=1&&s<=o?[1,s]:2===a.length&&a[0]<=o&&a[1]<=o?a:3===a.length&&a[0]*a[1]<=o&&a[2]<=o?[a[0]*a[1],a[2]]:3===a.length&&a[0]<=o&&a[1]*a[2]<=o?[a[0],a[1]*a[2]]:4===a.length&&a[0]*a[1]*a[2]<=o&&a[3]<=o?[a[0]*a[1]*a[2],a[3]]:4===a.length&&a[0]<=o&&a[1]*a[2]*a[3]<=o?[a[0],a[1]*a[2]*a[3]]:n?l(s/4).map((e=>2*e)):l(s)}},t.squeezeShape=i,t.parseAxisParam=a,t.isInt=s,t.sizeFromShape=u,t.getRowsCols=function(e){if(0===e.length)throw Error("Cannot get rows and columns of an empty shape array.");return[e.length>1?e[e.length-2]:1,e[e.length-1]]},t.sizeToSquarishShape=l,t.getBatchDim=function(e,t=2){return u(e.slice(0,e.length-t))}},3314:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.createTextureLayoutFromShape=t.calculateTextureWidthAndHeight=t.createTextureLayoutFromTextureType=void 0;const r=n(7273),o=n(5639);t.createTextureLayoutFromTextureType=(e,n,r)=>{const i=r===o.TextureType.unpacked||r===o.TextureType.unpackedReversed?1:4,a=r===o.TextureType.packed,s=r===o.TextureType.unpackedReversed||r===o.TextureType.packed,u=r===o.TextureType.packedLastDimension?n.length-1:void 0,l=r===o.TextureType.packedLastDimension?n.map(((e,t)=>t===n.length-1?4*e:e)):void 0;return(0,t.createTextureLayoutFromShape)(e,n,i,l,{isPacked:a,reverseWH:s,breakAxis:u})},t.calculateTextureWidthAndHeight=(e,n,r)=>{const o=(0,t.createTextureLayoutFromTextureType)(e,n,r);return[o.width,o.height]},t.createTextureLayoutFromShape=(e,t,n=1,o,i)=>{const a=!(!i||!i.isPacked),[s,u]=e.computeTextureWH(a&&o||t,i),l=t.length;let c=t.slice(0);if(0===l&&(c=[1]),1===n)o=t;else if(a){if(4!==n)throw new Error("a packed texture must be 4-channel");o=t,l>0&&(c[l-1]=Math.ceil(c[l-1]/2)),l>1&&(c[l-2]=Math.ceil(c[l-2]/2))}else if(!o)throw new Error("Unpacked shape is needed when using channels > 1");return{width:s,height:u,channels:n,isPacked:a,shape:c,strides:r.ShapeUtil.computeStrides(c),unpackedShape:o,reversedWH:i&&i.reverseWH}}},5243:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.TextureManager=void 0;const r=n(1315);t.TextureManager=class{constructor(e,t,n,r){this.glContext=e,this.layoutStrategy=t,this.profiler=n,this.config=r,this.pendingRead=new Map,r.reuseTextures&&(this.inUseTextures=new Map,this.idleTextures=new Map,this.textureLookup=new Map)}createTextureFromLayout(e,t,n,o){const i=this.toEncoderType(e),a=this.glContext.getEncoder(i,t.channels||1,o);if(t.isPacked&&1===o)throw new Error("not implemented");const s=t.width,u=t.height;let l,c;if(this.config.reuseTextures){l=`${s}x${u}_${a.format}_${a.internalFormat}_${a.textureType}`,c=this.inUseTextures.get(l),c||(c=[],this.inUseTextures.set(l,c));const t=this.idleTextures.get(l);if(t&&t.length>0){const r=t.pop();return c.push(r),1===o&&this.glContext.updateTexture(r,s,u,a,this.toTextureData(e,n)),r}}r.Logger.verbose("TextureManager",`Creating new texture of size ${t.width}x${t.height}`);const p=this.glContext.allocateTexture(s,u,a,this.toTextureData(e,n));return this.config.reuseTextures&&(c.push(p),this.textureLookup.set(p,l)),p}readTexture(e,t,n){return n||(n=1),this.profiler.event("backend","TextureManager.readTexture",(()=>{const r=e.shape.reduce(((e,t)=>e*t))*n,o=this.glContext.readTexture(e.texture,e.width,e.height,r,this.toEncoderType(t),n);return this.toTensorData(t,o)}))}async readTextureAsync(e,t,n){const r=e.tensor.dataId;if(n||(n=1),this.pendingRead.has(r)){const e=this.pendingRead.get(r);return new Promise((t=>null==e?void 0:e.push(t)))}return this.profiler.event("backend","TextureManager.readTextureAsync",(async()=>{this.pendingRead.set(r,[]);const o=e.shape.reduce(((e,t)=>e*t))*n;await this.glContext.createAndWaitForFence();const i=this.glContext.readTexture(e.texture,e.width,e.height,o,this.toEncoderType(t),n),a=this.toTensorData(t,i),s=this.pendingRead.get(r);return this.pendingRead.delete(r),null==s||s.forEach((e=>e(a))),a}))}readUint8TextureAsFloat(e){return this.profiler.event("backend","TextureManager.readUint8TextureAsFloat",(()=>{const t=e.shape.reduce(((e,t)=>e*t)),n=this.glContext.readTexture(e.texture,e.width,e.height,4*t,"byte",4);return new Float32Array(n.buffer,n.byteOffset,t)}))}releaseTexture(e,t){let n;if(this.config.reuseTextures&&(n=this.textureLookup.get(e.texture),n)){t&&this.textureLookup.delete(n);const r=this.inUseTextures.get(n);if(r){const t=r.indexOf(e.texture);if(-1!==t){r.splice(t,1);let o=this.idleTextures.get(n);o||(o=[],this.idleTextures.set(n,o)),o.push(e.texture)}}}n&&!t||(r.Logger.verbose("TextureManager",`Deleting texture of size ${e.width}x${e.height}`),this.glContext.deleteTexture(e.texture))}toTensorData(e,t){switch(e){case"int16":return t instanceof Int16Array?t:Int16Array.from(t);case"int32":return t instanceof Int32Array?t:Int32Array.from(t);case"int8":return t instanceof Int8Array?t:Int8Array.from(t);case"uint16":return t instanceof Uint16Array?t:Uint16Array.from(t);case"uint32":return t instanceof Uint32Array?t:Uint32Array.from(t);case"uint8":case"bool":return t instanceof Uint8Array?t:Uint8Array.from(t);case"float32":return t instanceof Float32Array?t:Float32Array.from(t);case"float64":return t instanceof Float64Array?t:Float64Array.from(t);default:throw new Error(`TensorData type ${e} is not supported`)}}toTextureData(e,t){if(t)return t instanceof Float32Array?t:new Float32Array(t)}toEncoderType(e){return"float"}clearActiveTextures(){this.glContext.clearActiveTextures()}}},5639:(e,t)=>{"use strict";var n;Object.defineProperty(t,"__esModule",{value:!0}),t.TextureType=void 0,(n=t.TextureType||(t.TextureType={}))[n.unpacked=0]="unpacked",n[n.unpackedReversed=1]="unpackedReversed",n[n.packed=2]="packed",n[n.downloadUint8AsFloat=3]="downloadUint8AsFloat",n[n.packedLastDimension=4]="packedLastDimension"},432:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.getGlChannels=t.getCoordsDataType=t.getSqueezedParams=t.squeezeInputShape=t.generateShaderFuncNameFromInputSamplerNameAtOutCoords=t.generateShaderFuncNameFromInputSamplerName=t.repeatedTry=t.getPackedShape=void 0;const r=n(7273);t.getPackedShape=function(e){const t=e.length;return e.slice(0,t-1).concat(e[t-1]/4)},t.repeatedTry=async function(e,t=(e=>0),n){return new Promise(((r,o)=>{let i=0;const a=()=>{if(e())return void r();i++;const s=t(i);null!=n&&i>=n?o():setTimeout(a,s)};a()}))},t.generateShaderFuncNameFromInputSamplerName=function(e){return(0,r.assert)(void 0!==e&&0!==e.length,(()=>"empty string found for sampler name")),"get"+e.charAt(0).toUpperCase()+e.slice(1)},t.generateShaderFuncNameFromInputSamplerNameAtOutCoords=function(e){return(0,r.assert)(void 0!==e&&0!==e.length,(()=>"empty string found for sampler name")),"get"+e.charAt(0).toUpperCase()+e.slice(1)+"AtOutCoords"},t.squeezeInputShape=function(e,t){let n=JSON.parse(JSON.stringify(e));return n=t,n},t.getSqueezedParams=function(e,t){return t.map((t=>e[t])).join(", ")},t.getCoordsDataType=function(e){if(e<=1)return"int";if(2===e)return"ivec2";if(3===e)return"ivec3";if(4===e)return"ivec4";if(5===e)return"ivec5";if(6===e)return"ivec6";throw Error(`GPU for rank ${e} is not yet supported`)},t.getGlChannels=function(e=6){return["x","y","z","w","u","v"].slice(0,e)}},3389:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.createNewWebGLContext=t.createWebGLContext=void 0;const r=n(1315),o=n(3524),i={};function a(e){const t=function(){if("undefined"==typeof document){if("undefined"==typeof OffscreenCanvas)throw new TypeError("failed to create canvas: OffscreenCanvas is not supported");return new OffscreenCanvas(1,1)}const e=document.createElement("canvas");return e.width=1,e.height=1,e}();let n;const i={alpha:!1,depth:!1,antialias:!1,stencil:!1,preserveDrawingBuffer:!1,premultipliedAlpha:!1,failIfMajorPerformanceCaveat:!1};if((!e||"webgl2"===e)&&(n=t.getContext("webgl2",i),n))try{return new o.WebGLContext(n,2)}catch(e){r.Logger.warning("GlContextFactory",`failed to create WebGLContext using contextId 'webgl2'. Error: ${e}`)}if((!e||"webgl"===e)&&(n=t.getContext("webgl",i)||t.getContext("experimental-webgl",i),n))try{return new o.WebGLContext(n,1)}catch(e){r.Logger.warning("GlContextFactory",`failed to create WebGLContext using contextId 'webgl' or 'experimental-webgl'. Error: ${e}`)}throw new Error("WebGL is not supported")}t.createWebGLContext=function e(t){let n;t&&"webgl2"!==t||!("webgl2"in i)?t&&"webgl"!==t||!("webgl"in i)||(n=i.webgl):n=i.webgl2,n=n||a(t),t=t||1===n.version?"webgl":"webgl2";const r=n.gl;return i[t]=n,r.isContextLost()?(delete i[t],e(t)):(r.disable(r.DEPTH_TEST),r.disable(r.STENCIL_TEST),r.disable(r.BLEND),r.disable(r.DITHER),r.disable(r.POLYGON_OFFSET_FILL),r.disable(r.SAMPLE_COVERAGE),r.enable(r.SCISSOR_TEST),r.enable(r.CULL_FACE),r.cullFace(r.BACK),n)},t.createNewWebGLContext=a},3524:function(e,t,n){"use strict";var r=this&&this.__createBinding||(Object.create?function(e,t,n,r){void 0===r&&(r=n);var o=Object.getOwnPropertyDescriptor(t,n);o&&!("get"in o?!t.__esModule:o.writable||o.configurable)||(o={enumerable:!0,get:function(){return t[n]}}),Object.defineProperty(e,r,o)}:function(e,t,n,r){void 0===r&&(r=n),e[r]=t[n]}),o=this&&this.__setModuleDefault||(Object.create?function(e,t){Object.defineProperty(e,"default",{enumerable:!0,value:t})}:function(e,t){e.default=t}),i=this&&this.__importStar||function(e){if(e&&e.__esModule)return e;var t={};if(null!=e)for(var n in e)"default"!==n&&Object.prototype.hasOwnProperty.call(e,n)&&r(t,e,n);return o(t,e),t};Object.defineProperty(t,"__esModule",{value:!0}),t.WebGLContext=t.linearSearchLastTrue=void 0;const a=n(8453),s=i(n(9622)),u=n(432);function l(e){let t=0;for(;t<e.length&&e[t]();++t);return t-1}t.linearSearchLastTrue=l,t.WebGLContext=class{constructor(e,t){this.frameBufferBound=!1,this.itemsToPoll=[],this.gl=e,this.version=t,this.getExtensions(),this.vertexbuffer=this.createVertexbuffer(),this.framebuffer=this.createFramebuffer(),this.queryVitalParameters()}allocateTexture(e,t,n,r){const o=this.gl,i=o.createTexture();o.bindTexture(o.TEXTURE_2D,i),o.texParameteri(o.TEXTURE_2D,o.TEXTURE_MIN_FILTER,o.NEAREST),o.texParameteri(o.TEXTURE_2D,o.TEXTURE_MAG_FILTER,o.NEAREST),o.texParameteri(o.TEXTURE_2D,o.TEXTURE_WRAP_S,o.CLAMP_TO_EDGE),o.texParameteri(o.TEXTURE_2D,o.TEXTURE_WRAP_T,o.CLAMP_TO_EDGE);const a=r?n.encode(r,e*t):null;return o.texImage2D(o.TEXTURE_2D,0,n.internalFormat,e,t,0,n.format,n.textureType,a),this.checkError(),i}updateTexture(e,t,n,r,o){const i=this.gl;i.bindTexture(i.TEXTURE_2D,e);const a=r.encode(o,t*n);i.texSubImage2D(i.TEXTURE_2D,0,0,0,t,n,r.format,r.textureType,a),this.checkError()}attachFramebuffer(e,t,n){const r=this.gl;r.bindTexture(r.TEXTURE_2D,e),r.bindFramebuffer(r.FRAMEBUFFER,this.framebuffer),r.framebufferTexture2D(r.FRAMEBUFFER,r.COLOR_ATTACHMENT0,r.TEXTURE_2D,e,0),this.checkError(),r.viewport(0,0,t,n),r.scissor(0,0,t,n)}readTexture(e,t,n,r,o,i){const a=this.gl;i||(i=1),this.frameBufferBound||this.attachFramebuffer(e,t,n);const s=this.getEncoder(o,i),u=s.allocate(t*n);return a.bindTexture(a.TEXTURE_2D,e),a.framebufferTexture2D(a.FRAMEBUFFER,a.COLOR_ATTACHMENT0,a.TEXTURE_2D,e,0),a.readPixels(0,0,t,n,a.RGBA,s.textureType,u),this.checkError(),s.decode(u,r)}isFramebufferReady(){return!0}getActiveTexture(){const e=this.gl;return"TEXTURE"+(e.getParameter(this.gl.ACTIVE_TEXTURE)-e.TEXTURE0)}getTextureBinding(){return this.gl.getParameter(this.gl.TEXTURE_BINDING_2D)}getFramebufferBinding(){return this.gl.getParameter(this.gl.FRAMEBUFFER_BINDING)}setVertexAttributes(e,t){const n=this.gl;n.vertexAttribPointer(e,3,n.FLOAT,!1,20,0),n.enableVertexAttribArray(e),-1!==t&&(n.vertexAttribPointer(t,2,n.FLOAT,!1,20,12),n.enableVertexAttribArray(t)),this.checkError()}createProgram(e,t){const n=this.gl,r=n.createProgram();return n.attachShader(r,e),n.attachShader(r,t),n.linkProgram(r),r}compileShader(e,t){const n=this.gl,r=n.createShader(t);if(!r)throw new Error(`createShader() returned null with type ${t}`);if(n.shaderSource(r,e),n.compileShader(r),!1===n.getShaderParameter(r,n.COMPILE_STATUS))throw new Error(`Failed to compile shader: ${n.getShaderInfoLog(r)}\nShader source:\n${e}`);return r}deleteShader(e){this.gl.deleteShader(e)}bindTextureToUniform(e,t,n){const r=this.gl;r.activeTexture(r.TEXTURE0+t),this.checkError(),r.bindTexture(r.TEXTURE_2D,e),this.checkError(),r.uniform1i(n,t),this.checkError()}draw(){this.gl.drawArrays(this.gl.TRIANGLE_STRIP,0,4),this.checkError()}checkError(){if(a.env.debug){const e=this.gl,t=e.getError();let n="";switch(t){case e.NO_ERROR:return;case e.INVALID_ENUM:n="INVALID_ENUM";break;case e.INVALID_VALUE:n="INVALID_VALUE";break;case e.INVALID_OPERATION:n="INVALID_OPERATION";break;case e.INVALID_FRAMEBUFFER_OPERATION:n="INVALID_FRAMEBUFFER_OPERATION";break;case e.OUT_OF_MEMORY:n="OUT_OF_MEMORY";break;case e.CONTEXT_LOST_WEBGL:n="CONTEXT_LOST_WEBGL";break;default:n=`Unknown WebGL Error: ${t.toString(16)}`}throw new Error(n)}}deleteTexture(e){this.gl.deleteTexture(e)}deleteProgram(e){this.gl.deleteProgram(e)}getEncoder(e,t,n=0){if(2===this.version)return new s.RedFloat32DataEncoder(this.gl,t);switch(e){case"float":return 1===n||this.isRenderFloat32Supported?new s.RGBAFloatDataEncoder(this.gl,t):new s.RGBAFloatDataEncoder(this.gl,t,this.textureHalfFloatExtension.HALF_FLOAT_OES);case"int":throw new Error("not implemented");case"byte":return new s.Uint8DataEncoder(this.gl,t);default:throw new Error(`Invalid dataType: ${e}`)}}clearActiveTextures(){const e=this.gl;for(let t=0;t<this.maxTextureImageUnits;++t)e.activeTexture(e.TEXTURE0+t),e.bindTexture(e.TEXTURE_2D,null)}dispose(){if(this.disposed)return;const e=this.gl;e.bindFramebuffer(e.FRAMEBUFFER,null),e.deleteFramebuffer(this.framebuffer),e.bindBuffer(e.ARRAY_BUFFER,null),e.deleteBuffer(this.vertexbuffer),e.bindBuffer(e.ELEMENT_ARRAY_BUFFER,null),e.finish(),this.disposed=!0}createDefaultGeometry(){return new Float32Array([-1,1,0,0,1,-1,-1,0,0,0,1,1,0,1,1,1,-1,0,1,0])}createVertexbuffer(){const e=this.gl,t=e.createBuffer();if(!t)throw new Error("createBuffer() returned null");const n=this.createDefaultGeometry();return e.bindBuffer(e.ARRAY_BUFFER,t),e.bufferData(e.ARRAY_BUFFER,n,e.STATIC_DRAW),this.checkError(),t}createFramebuffer(){const e=this.gl.createFramebuffer();if(!e)throw new Error("createFramebuffer returned null");return e}queryVitalParameters(){const e=this.gl;if(this.isFloatTextureAttachableToFrameBuffer=this.checkFloatTextureAttachableToFrameBuffer(),this.isRenderFloat32Supported=this.checkRenderFloat32(),this.isFloat32DownloadSupported=this.checkFloat32Download(),1===this.version&&!this.textureHalfFloatExtension&&!this.isRenderFloat32Supported)throw new Error("both float32 and float16 TextureType are not supported");this.isBlendSupported=!this.isRenderFloat32Supported||this.checkFloat32Blend(),this.maxTextureSize=e.getParameter(e.MAX_TEXTURE_SIZE),this.maxTextureImageUnits=e.getParameter(e.MAX_TEXTURE_IMAGE_UNITS),this.version}getExtensions(){2===this.version?(this.colorBufferFloatExtension=this.gl.getExtension("EXT_color_buffer_float"),this.disjointTimerQueryWebgl2Extension=this.gl.getExtension("EXT_disjoint_timer_query_webgl2")):(this.textureFloatExtension=this.gl.getExtension("OES_texture_float"),this.textureHalfFloatExtension=this.gl.getExtension("OES_texture_half_float"))}checkFloatTextureAttachableToFrameBuffer(){const e=this.gl,t=e.createTexture();e.bindTexture(e.TEXTURE_2D,t);const n=2===this.version?e.RGBA32F:e.RGBA;e.texImage2D(e.TEXTURE_2D,0,n,1,1,0,e.RGBA,e.FLOAT,null);const r=e.createFramebuffer();e.bindFramebuffer(e.FRAMEBUFFER,r),e.framebufferTexture2D(e.FRAMEBUFFER,e.COLOR_ATTACHMENT0,e.TEXTURE_2D,t,0);const o=e.checkFramebufferStatus(e.FRAMEBUFFER)===e.FRAMEBUFFER_COMPLETE;return e.bindTexture(e.TEXTURE_2D,null),e.bindFramebuffer(e.FRAMEBUFFER,null),e.deleteTexture(t),e.deleteFramebuffer(r),o}checkRenderFloat32(){if(2===this.version){if(!this.colorBufferFloatExtension)return!1}else if(!this.textureFloatExtension)return!1;return this.isFloatTextureAttachableToFrameBuffer}checkFloat32Download(){if(2===this.version){if(!this.colorBufferFloatExtension)return!1}else{if(!this.textureFloatExtension)return!1;if(!this.gl.getExtension("WEBGL_color_buffer_float"))return!1}return this.isFloatTextureAttachableToFrameBuffer}checkFloat32Blend(){const e=this.gl;let t,n,r,o,i;try{t=e.createTexture(),n=e.createFramebuffer(),e.bindTexture(e.TEXTURE_2D,t);const a=2===this.version?e.RGBA32F:e.RGBA;return e.texImage2D(e.TEXTURE_2D,0,a,1,1,0,e.RGBA,e.FLOAT,null),e.bindFramebuffer(e.FRAMEBUFFER,n),e.framebufferTexture2D(e.FRAMEBUFFER,e.COLOR_ATTACHMENT0,e.TEXTURE_2D,t,0),e.enable(e.BLEND),r=e.createShader(e.VERTEX_SHADER),!!r&&(e.shaderSource(r,"void main(){}"),e.compileShader(r),o=e.createShader(e.FRAGMENT_SHADER),!!o&&(e.shaderSource(o,"precision highp float;void main(){gl_FragColor=vec4(0.5);}"),e.compileShader(o),i=e.createProgram(),!!i&&(e.attachShader(i,r),e.attachShader(i,o),e.linkProgram(i),e.useProgram(i),e.drawArrays(e.POINTS,0,1),e.getError()===e.NO_ERROR)))}finally{e.disable(e.BLEND),i&&e.deleteProgram(i),r&&e.deleteShader(r),o&&e.deleteShader(o),n&&(e.bindFramebuffer(e.FRAMEBUFFER,null),e.deleteFramebuffer(n)),t&&(e.bindTexture(e.TEXTURE_2D,null),e.deleteTexture(t))}}beginTimer(){if(2===this.version&&this.disjointTimerQueryWebgl2Extension){const e=this.gl,t=this.disjointTimerQueryWebgl2Extension,n=e.createQuery();return e.beginQuery(t.TIME_ELAPSED_EXT,n),n}throw new Error("WebGL1 profiling currently not supported.")}endTimer(){if(2!==this.version||!this.disjointTimerQueryWebgl2Extension)throw new Error("WebGL1 profiling currently not supported");{const e=this.gl,t=this.disjointTimerQueryWebgl2Extension;e.endQuery(t.TIME_ELAPSED_EXT)}}isTimerResultAvailable(e){let t=!1,n=!1;if(2!==this.version||!this.disjointTimerQueryWebgl2Extension)throw new Error("WebGL1 profiling currently not supported");{const r=this.gl,o=this.disjointTimerQueryWebgl2Extension;t=r.getQueryParameter(e,r.QUERY_RESULT_AVAILABLE),n=r.getParameter(o.GPU_DISJOINT_EXT)}return t&&!n}getTimerResult(e){let t=0;if(2!==this.version)throw new Error("WebGL1 profiling currently not supported");{const n=this.gl;t=n.getQueryParameter(e,n.QUERY_RESULT),n.deleteQuery(e)}return t/1e6}async waitForQueryAndGetTime(e){return await(0,u.repeatedTry)((()=>this.isTimerResultAvailable(e))),this.getTimerResult(e)}async createAndWaitForFence(){const e=this.createFence(this.gl);return this.pollFence(e)}createFence(e){let t;const n=e,r=n.fenceSync(n.SYNC_GPU_COMMANDS_COMPLETE,0);return e.flush(),t=null===r?()=>!0:()=>{const e=n.clientWaitSync(r,0,0);return e===n.ALREADY_SIGNALED||e===n.CONDITION_SATISFIED},{query:r,isFencePassed:t}}async pollFence(e){return new Promise((t=>{this.addItemToPoll((()=>e.isFencePassed()),(()=>t()))}))}pollItems(){const e=l(this.itemsToPoll.map((e=>e.isDoneFn)));for(let t=0;t<=e;++t){const{resolveFn:e}=this.itemsToPoll[t];e()}this.itemsToPoll=this.itemsToPoll.slice(e+1)}async addItemToPoll(e,t){this.itemsToPoll.push({isDoneFn:e,resolveFn:t}),this.itemsToPoll.length>1||await(0,u.repeatedTry)((()=>(this.pollItems(),0===this.itemsToPoll.length)))}}},6496:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.ExecutionPlan=void 0;const r=n(1315);class o{constructor(e,t){this.op=e,this.node=t}}t.ExecutionPlan=class{constructor(e,t,n){this.graph=e,this.profiler=n,this.initialize(t)}initialize(e){this.profiler.event("session","ExecutionPlan.initialize",(()=>{const t=this.graph.getNodes();if(t.length!==e.length)throw new Error("The size of nodes and OPs do not match.");this._ops=e.map(((e,n)=>new o(e,t[n]))),this.reset(),this._starter=[],this._ops.forEach(((e,t)=>{let n=!0;for(const t of e.node.inputs)if(!this._values[t]&&-1===this.graph.getInputIndices().indexOf(t)){n=!1;break}n&&this._starter.push(t)}))}))}reset(){this._values=this.graph.getValues().map((e=>e.tensor))}async execute(e,t){return this.profiler.event("session","ExecutionPlan.execute",(async()=>{this.reset();const n=e.createInferenceHandler(),o=this.graph.getInputIndices();if(t.length!==o.length)throw new Error(`number of input tensors don't match the number of inputs to the model: actual: ${t.length} expected: ${o.length}`);t.forEach(((e,t)=>{const n=o[t];this._values[n]=e}));const i=this._starter.slice(0),a=this.graph.getValues(),s=this.graph.getNodes();let u=0;for(;u<i.length;){const e=i[u++],t=this._ops[e],o=t.node.inputs.map((e=>this._values[e]));if(-1!==o.indexOf(void 0))throw new Error(`unresolved input detected: op: ${t.node}`);const l=o;r.Logger.verbose("ExecPlan",`Runing op:${t.node.name} (${l.map(((e,n)=>`'${t.node.inputs[n]}': ${e.type}[${e.dims.join(",")}]`)).join(", ")})`);const c=await this.profiler.event("node",t.node.name,(async()=>t.op.impl(n,l,t.op.context)));if(c.length!==t.node.outputs.length)throw new Error("the size of output does not match model definition.");c.forEach(((e,n)=>{const r=t.node.outputs[n];if(this._values[r])throw new Error(`output [${r}] already has value: op:${t.node.name}`);this._values[r]=e}));const p=new Set;c.forEach(((e,n)=>{const r=t.node.outputs[n];for(const e of a[r].to){const t=s[e];let n=!0;for(const e of t.inputs)if(!this._values[e]){n=!1;break}n&&p.add(e)}})),i.push(...p)}const l=[];for(let e=0;e<this.graph.getOutputIndices().length;e++){const t=this.graph.getOutputIndices()[e],n=this._values[t];if(void 0===n)throw new Error(`required output [${t}] does not have value`);0===t?await n.getData():n.data,l.push(n)}return r.Logger.verbose("ExecPlan","disposing of inferenceHandler"),n.dispose(),l}))}}},4662:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.Graph=void 0;const r=n(1446),o=n(6874),i=n(1287),a=n(9240),s=n(7273);var u=i.onnxruntime.experimental.fbs;t.Graph={from:(e,t)=>new p(e,t)};class l{constructor(e){this._from=void 0,this._to=[],this.tensor=void 0,this.type=void 0,e&&(this.type=s.ProtoUtil.tensorValueTypeFromProto(e.type.tensorType))}get from(){return this._from}get to(){return this._to}}class c{constructor(e,t){e instanceof r.onnx.NodeProto?(this.name=e.name,this.opType=e.opType,this.attributes=new o.Attribute(e.attribute)):e instanceof u.Node&&(this.name=null!=t?t:e.name(),this.opType=e.opType(),this.attributes=new o.Attribute(s.ProtoUtil.tensorAttributesFromORTFormat(e))),this.inputs=[],this.outputs=[],this.executeNode=!0}}class p{constructor(e,t){if(!e)throw new TypeError("graph is empty");this.buildGraph(e),this.transformGraph(t),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(e){if(e instanceof r.onnx.GraphProto)this.buildGraphFromOnnxFormat(e);else{if(!(e instanceof u.Graph))throw new TypeError("Graph type is not supported.");this.buildGraphFromOrtFormat(e)}}buildGraphFromOnnxFormat(e){const t=new Map;this._allData=[],this._allInputIndices=[],this._allInputNames=[],this._allOutputIndices=[],this._allOutputNames=[],this._nodes=[];const n=new Map;if(!e.input)throw new Error("missing information in graph: input");const r=[];for(const n of e.input){if(t.has(n.name))throw new Error(`duplicated input name: ${n.name}`);const e=this._allData.push(new l(n))-1;t.set(n.name,e),r.push(n.name)}if(!e.initializer)throw new Error("missing information in graph: initializer");for(const n of e.initializer){let e=t.get(n.name);if(void 0===e){const r=new l;r.type={shape:{dims:s.ProtoUtil.tensorDimsFromProto(n.dims)},tensorType:s.ProtoUtil.tensorDataTypeFromProto(n.dataType)},e=this._allData.push(r)-1,t.set(n.name,e)}this._allData[e]._from=-1,this._allData[e].tensor=a.Tensor.fromProto(n)}for(let e=0;e<this._allData.length;e++)this._allData[e].tensor||(this._allInputIndices.push(e),this._allInputNames.push(r[e]));if(!e.output)throw new Error("missing information in graph: output");for(const n of e.output){if(t.has(n.name))throw new Error(`duplicated output name: ${n.name}`);const e=this._allData.push(new l(n))-1;t.set(n.name,e),this._allOutputIndices.push(e),this._allOutputNames.push(n.name)}if(!e.node)throw new Error("missing information in graph: node");for(const t of e.node){if(!t.name)for(let e=0;;e++){const r=`unnamed_${t.opType}_${e}`;if(!n.has(r)){t.name=r;break}}if(n.has(t.name))throw new Error(`duplicated node name: ${t.name}`);const e=this._nodes.push(new c(t))-1;n.set(t.name,e)}for(let n=0;n<this._nodes.length;n++){const r=this._nodes[n],o=e.node[n];if(!o.output)throw new Error(`missing output for node: ${o.name}`);for(const e of o.output){let i=t.get(e);if(void 0===i&&(i=this._allData.push(new l)-1,t.set(e,i)),r.outputs.push(i),void 0!==this._allData[i]._from)throw new Error(`multiple nodes output to one data value: ${i}`);if(this._allData[i]._from=n,"Constant"===o.opType){if(!o.attribute||1!==o.attribute.length||!o.attribute[0].t)throw new Error("missing attributes or missing tensor value in attributes for this Constant operator");if(!o.output||1!==o.output.length)throw new Error("missing output or incorrect number of outputs for this Constant operator");r.outputs.pop(),r.executeNode=!1,this._allData[i]._from=-1,this._allData[i].tensor=a.Tensor.fromProto(o.attribute[0].t)}}}for(let n=0;n<this._nodes.length;n++){const r=this._nodes[n],o=e.node[n];if(!o.input)throw new Error(`missing input for node: ${o.name}`);for(const e of o.input){const i=t.get(e);if(void 0===i){if(""===e&&3===o.input.length&&"Resize"===o.opType)continue;throw new Error(`unrecognized input '${e}' for node: ${o.name}`)}r.inputs.push(i),this._allData[i]._to.push(n)}}return!0}buildGraphFromOrtFormat(e){var t,n,r;const o=new Map;this._allData=[],this._allInputIndices=[],this._allInputNames=[],this._allOutputIndices=[],this._allOutputNames=[],this._nodes=[];const i=new Map,p=[];for(let i=0;i<e.inputsLength();i++){const a=e.inputs(i);if(o.has(a))throw new Error(`duplicated input name: ${a}`);for(let i=0;i<e.nodeArgsLength();i++)if((null===(t=e.nodeArgs(i))||void 0===t?void 0:t.name())===a){const t=new l;if((null===(r=null===(n=e.nodeArgs(i))||void 0===n?void 0:n.type())||void 0===r?void 0:r.valueType())!==u.TypeInfoValue.tensor_type)throw new Error("Unexpected value type for the nodeArg.");const c=e.nodeArgs(i).type().value(new u.TensorTypeAndShape),d=s.ProtoUtil.tensorDataTypeFromProto(c.elemType()),f=c.shape(),h=[];for(let e=0;e<f.dimLength();e++)h.push(s.LongUtil.longToNumber(f.dim(e).value().dimValue()));t.type={shape:{dims:h},tensorType:d};const g=this._allData.push(t)-1;o.set(a,g),p.push(a)}}for(let t=0;t<e.initializersLength();t++){const n=e.initializers(t);let r=o.get(n.name());if(void 0===r){const e=new l,t=s.ProtoUtil.tensorDimsFromORTFormat(n),i=s.ProtoUtil.tensorDataTypeFromProto(n.dataType());e.type={shape:{dims:t},tensorType:i},r=this._allData.push(e)-1,o.set(n.name(),r)}this._allData[r]._from=-1,this._allData[r].tensor=a.Tensor.fromOrtTensor(n)}for(let e=0;e<this._allData.length;e++)this._allData[e].tensor||(this._allInputIndices.push(e),this._allInputNames.push(p[e]));for(let t=0;t<e.outputsLength();t++){const n=e.outputs(t);if(o.has(n))throw new Error(`duplicated output name: ${n}`);const r=this._allData.push(new l)-1;o.set(n,r),this._allOutputIndices.push(r),this._allOutputNames.push(n)}if(!e.nodes)throw new Error("missing information in graph: node");for(let t=0;t<e.nodesLength();t++){const n=e.nodes(t);let r=n.name();if(!r)for(let e=0;r=`unnamed_${n.opType()}_${e}`,i.has(r);e++);if(i.has(r))throw new Error(`duplicated node name: ${r}`);const o=this._nodes.push(new c(n,r))-1;i.set(r,o)}for(let t=0;t<this._nodes.length;t++){const n=this._nodes[t],r=e.nodes(t);if(null==r)throw new Error(`No node exists at index ${t}`);if(0===(null==r?void 0:r.outputsLength()))throw new Error(`missing output for node: ${r.name}`);for(let e=0;e<(null==r?void 0:r.outputsLength());e++){const i=null==r?void 0:r.outputs(e);let s=o.get(i);if(void 0===s&&(s=this._allData.push(new l)-1,o.set(i,s)),n.outputs.push(s),void 0!==this._allData[s]._from)throw new Error(`multiple nodes output to one data value: ${s}`);if(this._allData[s]._from=t,"Constant"===r.opType()){if(1!==r.attributesLength()||!r.attributes(0).t())throw new Error("missing attributes or missing tensor value in attributes for this Constant operator");if(1!==r.outputsLength())throw new Error("missing output or incorrect number of outputs for this Constant operator");n.outputs.pop(),n.executeNode=!1,this._allData[s]._from=-1,this._allData[s].tensor=a.Tensor.fromOrtTensor(r.attributes(0).t())}}}for(let t=0;t<this._nodes.length;t++){const n=this._nodes[t],r=e.nodes(t);if(0===r.inputsLength())throw new Error(`missing input for node: ${r.name}`);for(let e=0;e<r.inputsLength();e++){const i=r.inputs(e),a=o.get(i);if(void 0===a)throw new Error(`unrecognized input '${i}' for node: ${r.name()}`);n.inputs.push(a),this._allData[a]._to.push(t)}}}checkIsAcyclic(){const e=new Set;this._allInputIndices.forEach((t=>{this._allData[t]._to.forEach((t=>{e.add(t)}))}));const t=Array.from(e),n=new Array(this._nodes.length).fill("white");for(;t.length>0;){const e=t.pop();"gray"===n[e]?n[e]="black":(t.push(e),n[e]="gray",this._nodes[e].outputs.forEach((r=>{const o=this._allData[r];if(void 0!==o.tensor)throw new Error("node outputs should not be initialized");if(o._from!==e)throw new Error("from property of the Value object doesn't match index of Node being processed");o._to.forEach((e=>{if("gray"===n[e])throw new Error("model graph is cyclic");"white"===n[e]&&t.push(e)}))})))}}transformGraph(e){this.removeAllIdentityNodes(),this.removeAllDropoutNodes(),this.fuseConvActivationNodes(),e&&e.transformGraph(this),this.finalizeGraph()}finalizeGraph(){let e=0;const t=new Array(this._nodes.length,0);let n=0;for(let e=0;e<this._nodes.length;e++)t[e]=n,this._nodes[e].executeNode?(n!==e&&(this._nodes[n]=this._nodes[e]),n++):this._nodes[e].outputs.forEach((e=>{this._allData[e]._from=-2}));this._nodes.splice(n,this._nodes.length-n);for(let e=0;e<this._allData.length;e++){const n=this._allData[e];void 0!==n._from&&-1!==n._from&&-2!==n._from&&(n._from=t[n._from]);for(let e=0;e<n._to.length;e++){if(!(n._to[e]>=0))throw new Error("Trying to update a removed node");n._to[e]=t[n._to[e]]}}e=0;for(let t=0;t<this._allData.length;t++)if(-2!==this._allData[t].from||-1!==this._allOutputIndices.indexOf(t+e)){if(e>0){let n=-1;void 0!==this._allData[t].from&&-1!==this._allData[t].from?(n=this._nodes[this._allData[t].from].outputs.indexOf(t+e),-1!==n&&(this._nodes[this._allData[t].from].outputs[n]=t)):(n=this._allInputIndices.indexOf(t+e),-1!==n&&(this._allInputIndices[n]=t)),this._allData[t].to.forEach((r=>{n=this._nodes[r].inputs.indexOf(t+e),-1!==n&&(this._nodes[r].inputs[n]=t)})),0===this._allData[t].to.length&&(n=this._allOutputIndices.indexOf(t+e),-1!==n&&(this._allOutputIndices[n]=t))}}else e++,this._allData.splice(t,1),t--}deleteNode(e){const t=this._nodes[e];if(t.outputs.length>1)for(let e=1;e<t.outputs.length;e++)if(this._allData[t.outputs[e]].to.length>0)throw new Error("Node deletion with more than one output connected to other nodes is not supported. ");t.executeNode=!1;const n=t.inputs[0],r=t.outputs[0],o=this._allData[r].to;for(let n=0;n<t.inputs.length;n++){const r=this._allData[t.inputs[n]].to.indexOf(e);if(-1===r)throw new Error("The Value object doesn't have the current Node in it's 'to' property ");this._allData[t.inputs[n]].to.splice(r,1)}this._allData[r]._to=[];const i=this._allOutputIndices.indexOf(r);if(-1!==i&&(this._allOutputIndices[i]=n),o&&o.length>0)for(const e of o){const t=this._nodes[e].inputs.indexOf(r);if(-1===t)throw new Error("The Node object doesn't have the output Value in it's 'inputs' property ");this._nodes[e].inputs[t]=n,this._allData[n].to.push(e)}}removeAllDropoutNodes(){let e=0;for(const t of this._nodes){if("Dropout"===t.opType){if(1!==t.inputs.length)throw new Error("Dropout nodes should only contain one input. ");if(1!==t.outputs.length&&2!==t.outputs.length)throw new Error("Dropout nodes should contain either 1 or 2 output(s)");if(2===t.outputs.length&&0!==this._allData[t.outputs[1]]._to.length)throw new Error("Dropout nodes's second output should not be referenced by other nodes");this.deleteNode(e)}e++}}removeAllIdentityNodes(){let e=0;for(const t of this._nodes)"Identity"===t.opType&&this.deleteNode(e),e++}isActivation(e){switch(e.opType){case"Relu":case"Sigmoid":case"Clip":return!0;default:return!1}}fuseConvActivationNodes(){for(const e of this._nodes)if("Conv"===e.opType){const t=this._allData[e.outputs[0]]._to;if(1===t.length&&this.isActivation(this._nodes[t[0]])){const n=this._nodes[t[0]];if("Clip"===n.opType)if(1===n.inputs.length)try{e.attributes.set("activation_params","floats",[n.attributes.getFloat("min"),n.attributes.getFloat("max")])}catch(t){e.attributes.set("activation_params","floats",[s.MIN_CLIP,s.MAX_CLIP])}else{if(!(n.inputs.length>=3&&void 0!==this._allData[n.inputs[1]].tensor&&void 0!==this._allData[n.inputs[2]].tensor))continue;e.attributes.set("activation_params","floats",[this._allData[n.inputs[1]].tensor.floatData[0],this._allData[n.inputs[2]].tensor.floatData[0]])}e.attributes.set("activation","string",n.opType),this.deleteNode(t[0])}}}}},1315:(e,t)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.now=t.Profiler=t.Logger=void 0;const n={verbose:1e3,info:2e3,warning:4e3,error:5e3,fatal:6e3},r={none:new class{log(e,t,n){}},console:new class{log(e,t,n){console.log(`${this.color(e)} ${n?""+n+" ":""}${t}`)}color(e){switch(e){case"verbose":return"v";case"info":return"i";case"warning":return"w";case"error":return"e";case"fatal":return"f";default:throw new Error(`unsupported severity: ${e}`)}}}},o={provider:"console",minimalSeverity:"warning",logDateTime:!0,logSourceLocation:!1};let i={"":o};function a(e,t,n,r){if(void 0===t)return o=e,{verbose:a.verbose.bind(null,o),info:a.info.bind(null,o),warning:a.warning.bind(null,o),error:a.error.bind(null,o),fatal:a.fatal.bind(null,o)};if(void 0===n)s(e,t);else if("number"==typeof n&&void 0===r)s(e,t);else if("string"==typeof n&&void 0===r)s(e,n,0,t);else{if("string"!=typeof n||"number"!=typeof r)throw new TypeError("input is valid");s(e,n,0,t)}var o}function s(e,t,o,a){const s=i[a||""]||i[""];n[e]<n[s.minimalSeverity]||(s.logDateTime&&(t=`${(new Date).toISOString()}|${t}`),s.logSourceLocation,r[s.provider].log(e,t,a))}!function(e){function t(e){i={},n("",e||{})}function n(e,n){if("*"===e)t(n);else{const t=i[e]||o;i[e]={provider:n.provider||t.provider,minimalSeverity:n.minimalSeverity||t.minimalSeverity,logDateTime:void 0===n.logDateTime?t.logDateTime:n.logDateTime,logSourceLocation:void 0===n.logSourceLocation?t.logSourceLocation:n.logSourceLocation}}}e.verbose=function(t,n){e("verbose",t,n)},e.info=function(t,n){e("info",t,n)},e.warning=function(t,n){e("warning",t,n)},e.error=function(t,n){e("error",t,n)},e.fatal=function(t,n){e("fatal",t,n)},e.reset=t,e.set=n,e.setWithEnv=function(e){const t={};e.logLevel&&(t.minimalSeverity=e.logLevel),n("",t)}}(a||(a={})),t.Logger=a;class u{constructor(e,t,n,r,o,i){this.category=e,this.name=t,this.startTime=n,this.endCallback=r,this.timer=o,this.ctx=i}async end(){return this.endCallback(this)}async checkTimer(){if(void 0===this.ctx||void 0===this.timer)throw new Error("No webgl timer found");return this.ctx.endTimer(),this.ctx.waitForQueryAndGetTime(this.timer)}}class l{constructor(e,t,n,r){this.category=e,this.name=t,this.startTime=n,this.endTime=r}}t.Profiler=class{static create(e){return void 0===e?new this:new this(e.maxNumberEvents,e.flushBatchSize,e.flushIntervalInMilliseconds)}constructor(e,t,n){this._started=!1,this._flushPointer=0,this._started=!1,this._maxNumberEvents=void 0===e?1e4:e,this._flushBatchSize=void 0===t?10:t,this._flushIntervalInMilliseconds=void 0===n?5e3:n}start(){this._started=!0,this._timingEvents=[],this._flushTime=(0,t.now)(),this._flushPointer=0}stop(){for(this._started=!1;this._flushPointer<this._timingEvents.length;this._flushPointer++)this.logOneEvent(this._timingEvents[this._flushPointer])}event(e,t,n,r){const o=this._started?this.begin(e,t,r):void 0;let i=!1;const a=n();if(a&&"function"==typeof a.then)return i=!0,new Promise(((e,t)=>{a.then((async t=>{o&&await o.end(),e(t)}),(async e=>{o&&await o.end(),t(e)}))}));if(!i&&o){const e=o.end();if(e&&"function"==typeof e.then)return new Promise(((t,n)=>{e.then((()=>{t(a)}),(e=>{n(e)}))}))}return a}begin(e,n,r){if(!this._started)throw new Error("profiler is not started yet");if(void 0===r){const r=(0,t.now)();return this.flush(r),new u(e,n,r,(e=>this.endSync(e)))}{const t=r.beginTimer();return new u(e,n,0,(async e=>this.end(e)),t,r)}}async end(e){const t=await e.checkTimer();this._timingEvents.length<this._maxNumberEvents&&(this._timingEvents.push(new l(e.category,e.name,e.startTime,t)),this.flush(t))}endSync(e){const n=(0,t.now)();this._timingEvents.length<this._maxNumberEvents&&(this._timingEvents.push(new l(e.category,e.name,e.startTime,n)),this.flush(n))}logOneEvent(e){t.Logger.verbose(`Profiler.${e.category}`,`${(e.endTime-e.startTime).toFixed(2)}ms on event '${e.name}' at ${e.endTime.toFixed(2)}`)}flush(e){if(this._timingEvents.length-this._flushPointer>=this._flushBatchSize||e-this._flushTime>=this._flushIntervalInMilliseconds){for(const e=this._flushPointer;this._flushPointer<e+this._flushBatchSize&&this._flushPointer<this._timingEvents.length;this._flushPointer++)this.logOneEvent(this._timingEvents[this._flushPointer]);this._flushTime=(0,t.now)()}}get started(){return this._started}},t.now="undefined"!=typeof performance&&performance.now?()=>performance.now():Date.now},1745:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.Model=void 0;const r=n(5686),o=n(1446),i=n(4662),a=n(1287),s=n(7273);var u=a.onnxruntime.experimental.fbs;t.Model=class{constructor(){}load(e,t,n){if(!n)try{return void this.loadFromOnnxFormat(e,t)}catch(e){if(void 0!==n)throw e}this.loadFromOrtFormat(e,t)}loadFromOnnxFormat(e,t){const n=o.onnx.ModelProto.decode(e);if(s.LongUtil.longToNumber(n.irVersion)<3)throw new Error("only support ONNX model with IR_VERSION>=3");this._opsets=n.opsetImport.map((e=>({domain:e.domain,version:s.LongUtil.longToNumber(e.version)}))),this._graph=i.Graph.from(n.graph,t)}loadFromOrtFormat(e,t){const n=new r.flatbuffers.ByteBuffer(e),o=u.InferenceSession.getRootAsInferenceSession(n).model();if(s.LongUtil.longToNumber(o.irVersion())<3)throw new Error("only support ONNX model with IR_VERSION>=3");this._opsets=[];for(let e=0;e<o.opsetImportLength();e++){const t=o.opsetImport(e);this._opsets.push({domain:null==t?void 0:t.domain(),version:s.LongUtil.longToNumber(t.version())})}this._graph=i.Graph.from(o.graph(),t)}get graph(){return this._graph}get opsets(){return this._opsets}}},6145:(e,t)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.FLOAT_TYPES=t.INT_TYPES=t.NUMBER_TYPES=void 0,t.NUMBER_TYPES=["float32","float64","int32","int16","int8","uint16","uint32","uint8"],t.INT_TYPES=["int32","int16","int8","uint16","uint32","uint8"],t.FLOAT_TYPES=["float32","float64"]},5881:(e,t)=>{"use strict";function n(e,t){if(t.endsWith("+")){const n=Number.parseInt(t.substring(0,t.length-1),10);return!isNaN(n)&&n<=e}if(2===t.split("-").length){const n=t.split("-"),r=Number.parseInt(n[0],10),o=Number.parseInt(n[1],10);return!isNaN(r)&&!isNaN(o)&&r<=e&&e<=o}return Number.parseInt(t,10)===e}Object.defineProperty(t,"__esModule",{value:!0}),t.resolveOperator=void 0,t.resolveOperator=function(e,t,r){for(const o of r){const r=o[0],i=o[1],a=o[2],s=o[3],u=o[4];if(e.opType===r)for(const e of t)if((e.domain===i||"ai.onnx"===e.domain&&""===i)&&n(e.version,a))return{opImpl:s,opInit:u}}throw new TypeError(`cannot resolve operator '${e.opType}' with opsets: ${t.map((e=>`${e.domain||"ai.onnx"} v${e.version}`)).join(", ")}`)}},1287:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.onnxruntime=void 0;const r=n(5686);var o,i;o=t.onnxruntime||(t.onnxruntime={}),function(e){let t;!function(e){e[e.UNDEFINED=0]="UNDEFINED",e[e.FLOAT=1]="FLOAT",e[e.INT=2]="INT",e[e.STRING=3]="STRING",e[e.TENSOR=4]="TENSOR",e[e.GRAPH=5]="GRAPH",e[e.FLOATS=6]="FLOATS",e[e.INTS=7]="INTS",e[e.STRINGS=8]="STRINGS",e[e.TENSORS=9]="TENSORS",e[e.GRAPHS=10]="GRAPHS",e[e.SPARSE_TENSOR=11]="SPARSE_TENSOR",e[e.SPARSE_TENSORS=12]="SPARSE_TENSORS"}(t=e.AttributeType||(e.AttributeType={}))}((i=o.experimental||(o.experimental={})).fbs||(i.fbs={})),function(e){!function(e){!function(e){let t;!function(e){e[e.UNKNOWN=0]="UNKNOWN",e[e.VALUE=1]="VALUE",e[e.PARAM=2]="PARAM"}(t=e.DimensionValueType||(e.DimensionValueType={}))}(e.fbs||(e.fbs={}))}(e.experimental||(e.experimental={}))}(t.onnxruntime||(t.onnxruntime={})),function(e){!function(e){!function(e){let t;!function(e){e[e.UNDEFINED=0]="UNDEFINED",e[e.FLOAT=1]="FLOAT",e[e.UINT8=2]="UINT8",e[e.INT8=3]="INT8",e[e.UINT16=4]="UINT16",e[e.INT16=5]="INT16",e[e.INT32=6]="INT32",e[e.INT64=7]="INT64",e[e.STRING=8]="STRING",e[e.BOOL=9]="BOOL",e[e.FLOAT16=10]="FLOAT16",e[e.DOUBLE=11]="DOUBLE",e[e.UINT32=12]="UINT32",e[e.UINT64=13]="UINT64",e[e.COMPLEX64=14]="COMPLEX64",e[e.COMPLEX128=15]="COMPLEX128",e[e.BFLOAT16=16]="BFLOAT16"}(t=e.TensorDataType||(e.TensorDataType={}))}(e.fbs||(e.fbs={}))}(e.experimental||(e.experimental={}))}(t.onnxruntime||(t.onnxruntime={})),function(e){!function(e){!function(e){let t;!function(e){e[e.Primitive=0]="Primitive",e[e.Fused=1]="Fused"}(t=e.NodeType||(e.NodeType={}))}(e.fbs||(e.fbs={}))}(e.experimental||(e.experimental={}))}(t.onnxruntime||(t.onnxruntime={})),function(e){!function(e){!function(e){let t;!function(e){e[e.NONE=0]="NONE",e[e.tensor_type=1]="tensor_type",e[e.sequence_type=2]="sequence_type",e[e.map_type=3]="map_type"}(t=e.TypeInfoValue||(e.TypeInfoValue={}))}(e.fbs||(e.fbs={}))}(e.experimental||(e.experimental={}))}(t.onnxruntime||(t.onnxruntime={})),function(e){!function(t){!function(t){class n{constructor(){this.bb=null,this.bb_pos=0}__init(e,t){return this.bb_pos=e,this.bb=t,this}static getRootAsShape(e,t){return(t||new n).__init(e.readInt32(e.position())+e.position(),e)}static getSizePrefixedRootAsShape(e,t){return e.setPosition(e.position()+r.flatbuffers.SIZE_PREFIX_LENGTH),(t||new n).__init(e.readInt32(e.position())+e.position(),e)}dim(t,n){let r=this.bb.__offset(this.bb_pos,4);return r?(n||new e.experimental.fbs.Dimension).__init(this.bb.__indirect(this.bb.__vector(this.bb_pos+r)+4*t),this.bb):null}dimLength(){let e=this.bb.__offset(this.bb_pos,4);return e?this.bb.__vector_len(this.bb_pos+e):0}static startShape(e){e.startObject(1)}static addDim(e,t){e.addFieldOffset(0,t,0)}static createDimVector(e,t){e.startVector(4,t.length,4);for(let n=t.length-1;n>=0;n--)e.addOffset(t[n]);return e.endVector()}static startDimVector(e,t){e.startVector(4,t,4)}static endShape(e){return e.endObject()}static createShape(e,t){return n.startShape(e),n.addDim(e,t),n.endShape(e)}}t.Shape=n}(t.fbs||(t.fbs={}))}(e.experimental||(e.experimental={}))}(t.onnxruntime||(t.onnxruntime={})),function(e){!function(t){!function(t){class n{constructor(){this.bb=null,this.bb_pos=0}__init(e,t){return this.bb_pos=e,this.bb=t,this}static getRootAsDimension(e,t){return(t||new n).__init(e.readInt32(e.position())+e.position(),e)}static getSizePrefixedRootAsDimension(e,t){return e.setPosition(e.position()+r.flatbuffers.SIZE_PREFIX_LENGTH),(t||new n).__init(e.readInt32(e.position())+e.position(),e)}value(t){let n=this.bb.__offset(this.bb_pos,4);return n?(t||new e.experimental.fbs.DimensionValue).__init(this.bb.__indirect(this.bb_pos+n),this.bb):null}denotation(e){let t=this.bb.__offset(this.bb_pos,6);return t?this.bb.__string(this.bb_pos+t,e):null}static startDimension(e){e.startObject(2)}static addValue(e,t){e.addFieldOffset(0,t,0)}static addDenotation(e,t){e.addFieldOffset(1,t,0)}static endDimension(e){return e.endObject()}static createDimension(e,t,r){return n.startDimension(e),n.addValue(e,t),n.addDenotation(e,r),n.endDimension(e)}}t.Dimension=n}(t.fbs||(t.fbs={}))}(e.experimental||(e.experimental={}))}(t.onnxruntime||(t.onnxruntime={})),function(e){!function(t){!function(t){class n{constructor(){this.bb=null,this.bb_pos=0}__init(e,t){return this.bb_pos=e,this.bb=t,this}static getRootAsDimensionValue(e,t){return(t||new n).__init(e.readInt32(e.position())+e.position(),e)}static getSizePrefixedRootAsDimensionValue(e,t){return e.setPosition(e.position()+r.flatbuffers.SIZE_PREFIX_LENGTH),(t||new n).__init(e.readInt32(e.position())+e.position(),e)}dimType(){let t=this.bb.__offset(this.bb_pos,4);return t?this.bb.readInt8(this.bb_pos+t):e.experimental.fbs.DimensionValueType.UNKNOWN}dimValue(){let e=this.bb.__offset(this.bb_pos,6);return e?this.bb.readInt64(this.bb_pos+e):this.bb.createLong(0,0)}dimParam(e){let t=this.bb.__offset(this.bb_pos,8);return t?this.bb.__string(this.bb_pos+t,e):null}static startDimensionValue(e){e.startObject(3)}static addDimType(t,n){t.addFieldInt8(0,n,e.experimental.fbs.DimensionValueType.UNKNOWN)}static addDimValue(e,t){e.addFieldInt64(1,t,e.createLong(0,0))}static addDimParam(e,t){e.addFieldOffset(2,t,0)}static endDimensionValue(e){return e.endObject()}static createDimensionValue(e,t,r,o){return n.startDimensionValue(e),n.addDimType(e,t),n.addDimValue(e,r),n.addDimParam(e,o),n.endDimensionValue(e)}}t.DimensionValue=n}(t.fbs||(t.fbs={}))}(e.experimental||(e.experimental={}))}(t.onnxruntime||(t.onnxruntime={})),function(e){!function(t){!function(t){class n{constructor(){this.bb=null,this.bb_pos=0}__init(e,t){return this.bb_pos=e,this.bb=t,this}static getRootAsTensorTypeAndShape(e,t){return(t||new n).__init(e.readInt32(e.position())+e.position(),e)}static getSizePrefixedRootAsTensorTypeAndShape(e,t){return e.setPosition(e.position()+r.flatbuffers.SIZE_PREFIX_LENGTH),(t||new n).__init(e.readInt32(e.position())+e.position(),e)}elemType(){let t=this.bb.__offset(this.bb_pos,4);return t?this.bb.readInt32(this.bb_pos+t):e.experimental.fbs.TensorDataType.UNDEFINED}shape(t){let n=this.bb.__offset(this.bb_pos,6);return n?(t||new e.experimental.fbs.Shape).__init(this.bb.__indirect(this.bb_pos+n),this.bb):null}static startTensorTypeAndShape(e){e.startObject(2)}static addElemType(t,n){t.addFieldInt32(0,n,e.experimental.fbs.TensorDataType.UNDEFINED)}static addShape(e,t){e.addFieldOffset(1,t,0)}static endTensorTypeAndShape(e){return e.endObject()}static createTensorTypeAndShape(e,t,r){return n.startTensorTypeAndShape(e),n.addElemType(e,t),n.addShape(e,r),n.endTensorTypeAndShape(e)}}t.TensorTypeAndShape=n}(t.fbs||(t.fbs={}))}(e.experimental||(e.experimental={}))}(t.onnxruntime||(t.onnxruntime={})),function(e){!function(t){!function(t){class n{constructor(){this.bb=null,this.bb_pos=0}__init(e,t){return this.bb_pos=e,this.bb=t,this}static getRootAsMapType(e,t){return(t||new n).__init(e.readInt32(e.position())+e.position(),e)}static getSizePrefixedRootAsMapType(e,t){return e.setPosition(e.position()+r.flatbuffers.SIZE_PREFIX_LENGTH),(t||new n).__init(e.readInt32(e.position())+e.position(),e)}keyType(){let t=this.bb.__offset(this.bb_pos,4);return t?this.bb.readInt32(this.bb_pos+t):e.experimental.fbs.TensorDataType.UNDEFINED}valueType(t){let n=this.bb.__offset(this.bb_pos,6);return n?(t||new e.experimental.fbs.TypeInfo).__init(this.bb.__indirect(this.bb_pos+n),this.bb):null}static startMapType(e){e.startObject(2)}static addKeyType(t,n){t.addFieldInt32(0,n,e.experimental.fbs.TensorDataType.UNDEFINED)}static addValueType(e,t){e.addFieldOffset(1,t,0)}static endMapType(e){return e.endObject()}static createMapType(e,t,r){return n.startMapType(e),n.addKeyType(e,t),n.addValueType(e,r),n.endMapType(e)}}t.MapType=n}(t.fbs||(t.fbs={}))}(e.experimental||(e.experimental={}))}(t.onnxruntime||(t.onnxruntime={})),function(e){!function(t){!function(t){class n{constructor(){this.bb=null,this.bb_pos=0}__init(e,t){return this.bb_pos=e,this.bb=t,this}static getRootAsSequenceType(e,t){return(t||new n).__init(e.readInt32(e.position())+e.position(),e)}static getSizePrefixedRootAsSequenceType(e,t){return e.setPosition(e.position()+r.flatbuffers.SIZE_PREFIX_LENGTH),(t||new n).__init(e.readInt32(e.position())+e.position(),e)}elemType(t){let n=this.bb.__offset(this.bb_pos,4);return n?(t||new e.experimental.fbs.TypeInfo).__init(this.bb.__indirect(this.bb_pos+n),this.bb):null}static startSequenceType(e){e.startObject(1)}static addElemType(e,t){e.addFieldOffset(0,t,0)}static endSequenceType(e){return e.endObject()}static createSequenceType(e,t){return n.startSequenceType(e),n.addElemType(e,t),n.endSequenceType(e)}}t.SequenceType=n}(t.fbs||(t.fbs={}))}(e.experimental||(e.experimental={}))}(t.onnxruntime||(t.onnxruntime={})),function(e){!function(e){(e.fbs||(e.fbs={})).EdgeEnd=class{constructor(){this.bb=null,this.bb_pos=0}__init(e,t){return this.bb_pos=e,this.bb=t,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(e,t,n,r){return e.prep(4,12),e.writeInt32(r),e.writeInt32(n),e.writeInt32(t),e.offset()}}}(e.experimental||(e.experimental={}))}(t.onnxruntime||(t.onnxruntime={})),function(e){!function(t){!function(t){class n{constructor(){this.bb=null,this.bb_pos=0}__init(e,t){return this.bb_pos=e,this.bb=t,this}static getRootAsNodeEdge(e,t){return(t||new n).__init(e.readInt32(e.position())+e.position(),e)}static getSizePrefixedRootAsNodeEdge(e,t){return e.setPosition(e.position()+r.flatbuffers.SIZE_PREFIX_LENGTH),(t||new n).__init(e.readInt32(e.position())+e.position(),e)}nodeIndex(){let e=this.bb.__offset(this.bb_pos,4);return e?this.bb.readUint32(this.bb_pos+e):0}inputEdges(t,n){let r=this.bb.__offset(this.bb_pos,6);return r?(n||new e.experimental.fbs.EdgeEnd).__init(this.bb.__vector(this.bb_pos+r)+12*t,this.bb):null}inputEdgesLength(){let e=this.bb.__offset(this.bb_pos,6);return e?this.bb.__vector_len(this.bb_pos+e):0}outputEdges(t,n){let r=this.bb.__offset(this.bb_pos,8);return r?(n||new e.experimental.fbs.EdgeEnd).__init(this.bb.__vector(this.bb_pos+r)+12*t,this.bb):null}outputEdgesLength(){let e=this.bb.__offset(this.bb_pos,8);return e?this.bb.__vector_len(this.bb_pos+e):0}static startNodeEdge(e){e.startObject(3)}static addNodeIndex(e,t){e.addFieldInt32(0,t,0)}static addInputEdges(e,t){e.addFieldOffset(1,t,0)}static startInputEdgesVector(e,t){e.startVector(12,t,4)}static addOutputEdges(e,t){e.addFieldOffset(2,t,0)}static startOutputEdgesVector(e,t){e.startVector(12,t,4)}static endNodeEdge(e){return e.endObject()}static createNodeEdge(e,t,r,o){return n.startNodeEdge(e),n.addNodeIndex(e,t),n.addInputEdges(e,r),n.addOutputEdges(e,o),n.endNodeEdge(e)}}t.NodeEdge=n}(t.fbs||(t.fbs={}))}(e.experimental||(e.experimental={}))}(t.onnxruntime||(t.onnxruntime={})),function(e){!function(t){!function(t){class n{constructor(){this.bb=null,this.bb_pos=0}__init(e,t){return this.bb_pos=e,this.bb=t,this}static getRootAsNode(e,t){return(t||new n).__init(e.readInt32(e.position())+e.position(),e)}static getSizePrefixedRootAsNode(e,t){return e.setPosition(e.position()+r.flatbuffers.SIZE_PREFIX_LENGTH),(t||new n).__init(e.readInt32(e.position())+e.position(),e)}name(e){let t=this.bb.__offset(this.bb_pos,4);return t?this.bb.__string(this.bb_pos+t,e):null}docString(e){let t=this.bb.__offset(this.bb_pos,6);return t?this.bb.__string(this.bb_pos+t,e):null}domain(e){let t=this.bb.__offset(this.bb_pos,8);return t?this.bb.__string(this.bb_pos+t,e):null}sinceVersion(){let e=this.bb.__offset(this.bb_pos,10);return e?this.bb.readInt32(this.bb_pos+e):0}index(){let e=this.bb.__offset(this.bb_pos,12);return e?this.bb.readUint32(this.bb_pos+e):0}opType(e){let t=this.bb.__offset(this.bb_pos,14);return t?this.bb.__string(this.bb_pos+t,e):null}type(){let t=this.bb.__offset(this.bb_pos,16);return t?this.bb.readInt32(this.bb_pos+t):e.experimental.fbs.NodeType.Primitive}executionProviderType(e){let t=this.bb.__offset(this.bb_pos,18);return t?this.bb.__string(this.bb_pos+t,e):null}inputs(e,t){let n=this.bb.__offset(this.bb_pos,20);return n?this.bb.__string(this.bb.__vector(this.bb_pos+n)+4*e,t):null}inputsLength(){let e=this.bb.__offset(this.bb_pos,20);return e?this.bb.__vector_len(this.bb_pos+e):0}outputs(e,t){let n=this.bb.__offset(this.bb_pos,22);return n?this.bb.__string(this.bb.__vector(this.bb_pos+n)+4*e,t):null}outputsLength(){let e=this.bb.__offset(this.bb_pos,22);return e?this.bb.__vector_len(this.bb_pos+e):0}attributes(t,n){let r=this.bb.__offset(this.bb_pos,24);return r?(n||new e.experimental.fbs.Attribute).__init(this.bb.__indirect(this.bb.__vector(this.bb_pos+r)+4*t),this.bb):null}attributesLength(){let e=this.bb.__offset(this.bb_pos,24);return e?this.bb.__vector_len(this.bb_pos+e):0}inputArgCounts(e){let t=this.bb.__offset(this.bb_pos,26);return t?this.bb.readInt32(this.bb.__vector(this.bb_pos+t)+4*e):0}inputArgCountsLength(){let e=this.bb.__offset(this.bb_pos,26);return e?this.bb.__vector_len(this.bb_pos+e):0}inputArgCountsArray(){let e=this.bb.__offset(this.bb_pos,26);return e?new Int32Array(this.bb.bytes().buffer,this.bb.bytes().byteOffset+this.bb.__vector(this.bb_pos+e),this.bb.__vector_len(this.bb_pos+e)):null}implicitInputs(e,t){let n=this.bb.__offset(this.bb_pos,28);return n?this.bb.__string(this.bb.__vector(this.bb_pos+n)+4*e,t):null}implicitInputsLength(){let e=this.bb.__offset(this.bb_pos,28);return e?this.bb.__vector_len(this.bb_pos+e):0}static startNode(e){e.startObject(13)}static addName(e,t){e.addFieldOffset(0,t,0)}static addDocString(e,t){e.addFieldOffset(1,t,0)}static addDomain(e,t){e.addFieldOffset(2,t,0)}static addSinceVersion(e,t){e.addFieldInt32(3,t,0)}static addIndex(e,t){e.addFieldInt32(4,t,0)}static addOpType(e,t){e.addFieldOffset(5,t,0)}static addType(t,n){t.addFieldInt32(6,n,e.experimental.fbs.NodeType.Primitive)}static addExecutionProviderType(e,t){e.addFieldOffset(7,t,0)}static addInputs(e,t){e.addFieldOffset(8,t,0)}static createInputsVector(e,t){e.startVector(4,t.length,4);for(let n=t.length-1;n>=0;n--)e.addOffset(t[n]);return e.endVector()}static startInputsVector(e,t){e.startVector(4,t,4)}static addOutputs(e,t){e.addFieldOffset(9,t,0)}static createOutputsVector(e,t){e.startVector(4,t.length,4);for(let n=t.length-1;n>=0;n--)e.addOffset(t[n]);return e.endVector()}static startOutputsVector(e,t){e.startVector(4,t,4)}static addAttributes(e,t){e.addFieldOffset(10,t,0)}static createAttributesVector(e,t){e.startVector(4,t.length,4);for(let n=t.length-1;n>=0;n--)e.addOffset(t[n]);return e.endVector()}static startAttributesVector(e,t){e.startVector(4,t,4)}static addInputArgCounts(e,t){e.addFieldOffset(11,t,0)}static createInputArgCountsVector(e,t){e.startVector(4,t.length,4);for(let n=t.length-1;n>=0;n--)e.addInt32(t[n]);return e.endVector()}static startInputArgCountsVector(e,t){e.startVector(4,t,4)}static addImplicitInputs(e,t){e.addFieldOffset(12,t,0)}static createImplicitInputsVector(e,t){e.startVector(4,t.length,4);for(let n=t.length-1;n>=0;n--)e.addOffset(t[n]);return e.endVector()}static startImplicitInputsVector(e,t){e.startVector(4,t,4)}static endNode(e){return e.endObject()}static createNode(e,t,r,o,i,a,s,u,l,c,p,d,f,h){return n.startNode(e),n.addName(e,t),n.addDocString(e,r),n.addDomain(e,o),n.addSinceVersion(e,i),n.addIndex(e,a),n.addOpType(e,s),n.addType(e,u),n.addExecutionProviderType(e,l),n.addInputs(e,c),n.addOutputs(e,p),n.addAttributes(e,d),n.addInputArgCounts(e,f),n.addImplicitInputs(e,h),n.endNode(e)}}t.Node=n}(t.fbs||(t.fbs={}))}(e.experimental||(e.experimental={}))}(t.onnxruntime||(t.onnxruntime={})),function(e){!function(t){!function(t){class n{constructor(){this.bb=null,this.bb_pos=0}__init(e,t){return this.bb_pos=e,this.bb=t,this}static getRootAsValueInfo(e,t){return(t||new n).__init(e.readInt32(e.position())+e.position(),e)}static getSizePrefixedRootAsValueInfo(e,t){return e.setPosition(e.position()+r.flatbuffers.SIZE_PREFIX_LENGTH),(t||new n).__init(e.readInt32(e.position())+e.position(),e)}name(e){let t=this.bb.__offset(this.bb_pos,4);return t?this.bb.__string(this.bb_pos+t,e):null}docString(e){let t=this.bb.__offset(this.bb_pos,6);return t?this.bb.__string(this.bb_pos+t,e):null}type(t){let n=this.bb.__offset(this.bb_pos,8);return n?(t||new e.experimental.fbs.TypeInfo).__init(this.bb.__indirect(this.bb_pos+n),this.bb):null}static startValueInfo(e){e.startObject(3)}static addName(e,t){e.addFieldOffset(0,t,0)}static addDocString(e,t){e.addFieldOffset(1,t,0)}static addType(e,t){e.addFieldOffset(2,t,0)}static endValueInfo(e){return e.endObject()}static createValueInfo(e,t,r,o){return n.startValueInfo(e),n.addName(e,t),n.addDocString(e,r),n.addType(e,o),n.endValueInfo(e)}}t.ValueInfo=n}(t.fbs||(t.fbs={}))}(e.experimental||(e.experimental={}))}(t.onnxruntime||(t.onnxruntime={})),function(e){!function(t){!function(t){class n{constructor(){this.bb=null,this.bb_pos=0}__init(e,t){return this.bb_pos=e,this.bb=t,this}static getRootAsTypeInfo(e,t){return(t||new n).__init(e.readInt32(e.position())+e.position(),e)}static getSizePrefixedRootAsTypeInfo(e,t){return e.setPosition(e.position()+r.flatbuffers.SIZE_PREFIX_LENGTH),(t||new n).__init(e.readInt32(e.position())+e.position(),e)}denotation(e){let t=this.bb.__offset(this.bb_pos,4);return t?this.bb.__string(this.bb_pos+t,e):null}valueType(){let t=this.bb.__offset(this.bb_pos,6);return t?this.bb.readUint8(this.bb_pos+t):e.experimental.fbs.TypeInfoValue.NONE}value(e){let t=this.bb.__offset(this.bb_pos,8);return t?this.bb.__union(e,this.bb_pos+t):null}static startTypeInfo(e){e.startObject(3)}static addDenotation(e,t){e.addFieldOffset(0,t,0)}static addValueType(t,n){t.addFieldInt8(1,n,e.experimental.fbs.TypeInfoValue.NONE)}static addValue(e,t){e.addFieldOffset(2,t,0)}static endTypeInfo(e){return e.endObject()}static createTypeInfo(e,t,r,o){return n.startTypeInfo(e),n.addDenotation(e,t),n.addValueType(e,r),n.addValue(e,o),n.endTypeInfo(e)}}t.TypeInfo=n}(t.fbs||(t.fbs={}))}(e.experimental||(e.experimental={}))}(t.onnxruntime||(t.onnxruntime={})),function(e){!function(e){!function(e){class t{constructor(){this.bb=null,this.bb_pos=0}__init(e,t){return this.bb_pos=e,this.bb=t,this}static getRootAsOperatorSetId(e,n){return(n||new t).__init(e.readInt32(e.position())+e.position(),e)}static getSizePrefixedRootAsOperatorSetId(e,n){return e.setPosition(e.position()+r.flatbuffers.SIZE_PREFIX_LENGTH),(n||new t).__init(e.readInt32(e.position())+e.position(),e)}domain(e){let t=this.bb.__offset(this.bb_pos,4);return t?this.bb.__string(this.bb_pos+t,e):null}version(){let e=this.bb.__offset(this.bb_pos,6);return e?this.bb.readInt64(this.bb_pos+e):this.bb.createLong(0,0)}static startOperatorSetId(e){e.startObject(2)}static addDomain(e,t){e.addFieldOffset(0,t,0)}static addVersion(e,t){e.addFieldInt64(1,t,e.createLong(0,0))}static endOperatorSetId(e){return e.endObject()}static createOperatorSetId(e,n,r){return t.startOperatorSetId(e),t.addDomain(e,n),t.addVersion(e,r),t.endOperatorSetId(e)}}e.OperatorSetId=t}(e.fbs||(e.fbs={}))}(e.experimental||(e.experimental={}))}(t.onnxruntime||(t.onnxruntime={})),function(e){!function(t){!function(t){class n{constructor(){this.bb=null,this.bb_pos=0}__init(e,t){return this.bb_pos=e,this.bb=t,this}static getRootAsTensor(e,t){return(t||new n).__init(e.readInt32(e.position())+e.position(),e)}static getSizePrefixedRootAsTensor(e,t){return e.setPosition(e.position()+r.flatbuffers.SIZE_PREFIX_LENGTH),(t||new n).__init(e.readInt32(e.position())+e.position(),e)}name(e){let t=this.bb.__offset(this.bb_pos,4);return t?this.bb.__string(this.bb_pos+t,e):null}docString(e){let t=this.bb.__offset(this.bb_pos,6);return t?this.bb.__string(this.bb_pos+t,e):null}dims(e){let t=this.bb.__offset(this.bb_pos,8);return t?this.bb.readInt64(this.bb.__vector(this.bb_pos+t)+8*e):this.bb.createLong(0,0)}dimsLength(){let e=this.bb.__offset(this.bb_pos,8);return e?this.bb.__vector_len(this.bb_pos+e):0}dataType(){let t=this.bb.__offset(this.bb_pos,10);return t?this.bb.readInt32(this.bb_pos+t):e.experimental.fbs.TensorDataType.UNDEFINED}rawData(e){let t=this.bb.__offset(this.bb_pos,12);return t?this.bb.readUint8(this.bb.__vector(this.bb_pos+t)+e):0}rawDataLength(){let e=this.bb.__offset(this.bb_pos,12);return e?this.bb.__vector_len(this.bb_pos+e):0}rawDataArray(){let e=this.bb.__offset(this.bb_pos,12);return e?new Uint8Array(this.bb.bytes().buffer,this.bb.bytes().byteOffset+this.bb.__vector(this.bb_pos+e),this.bb.__vector_len(this.bb_pos+e)):null}stringData(e,t){let n=this.bb.__offset(this.bb_pos,14);return n?this.bb.__string(this.bb.__vector(this.bb_pos+n)+4*e,t):null}stringDataLength(){let e=this.bb.__offset(this.bb_pos,14);return e?this.bb.__vector_len(this.bb_pos+e):0}static startTensor(e){e.startObject(6)}static addName(e,t){e.addFieldOffset(0,t,0)}static addDocString(e,t){e.addFieldOffset(1,t,0)}static addDims(e,t){e.addFieldOffset(2,t,0)}static createDimsVector(e,t){e.startVector(8,t.length,8);for(let n=t.length-1;n>=0;n--)e.addInt64(t[n]);return e.endVector()}static startDimsVector(e,t){e.startVector(8,t,8)}static addDataType(t,n){t.addFieldInt32(3,n,e.experimental.fbs.TensorDataType.UNDEFINED)}static addRawData(e,t){e.addFieldOffset(4,t,0)}static createRawDataVector(e,t){e.startVector(1,t.length,1);for(let n=t.length-1;n>=0;n--)e.addInt8(t[n]);return e.endVector()}static startRawDataVector(e,t){e.startVector(1,t,1)}static addStringData(e,t){e.addFieldOffset(5,t,0)}static createStringDataVector(e,t){e.startVector(4,t.length,4);for(let n=t.length-1;n>=0;n--)e.addOffset(t[n]);return e.endVector()}static startStringDataVector(e,t){e.startVector(4,t,4)}static endTensor(e){return e.endObject()}static createTensor(e,t,r,o,i,a,s){return n.startTensor(e),n.addName(e,t),n.addDocString(e,r),n.addDims(e,o),n.addDataType(e,i),n.addRawData(e,a),n.addStringData(e,s),n.endTensor(e)}}t.Tensor=n}(t.fbs||(t.fbs={}))}(e.experimental||(e.experimental={}))}(t.onnxruntime||(t.onnxruntime={})),function(e){!function(t){!function(t){class n{constructor(){this.bb=null,this.bb_pos=0}__init(e,t){return this.bb_pos=e,this.bb=t,this}static getRootAsSparseTensor(e,t){return(t||new n).__init(e.readInt32(e.position())+e.position(),e)}static getSizePrefixedRootAsSparseTensor(e,t){return e.setPosition(e.position()+r.flatbuffers.SIZE_PREFIX_LENGTH),(t||new n).__init(e.readInt32(e.position())+e.position(),e)}values(t){let n=this.bb.__offset(this.bb_pos,4);return n?(t||new e.experimental.fbs.Tensor).__init(this.bb.__indirect(this.bb_pos+n),this.bb):null}indices(t){let n=this.bb.__offset(this.bb_pos,6);return n?(t||new e.experimental.fbs.Tensor).__init(this.bb.__indirect(this.bb_pos+n),this.bb):null}dims(e){let t=this.bb.__offset(this.bb_pos,8);return t?this.bb.readInt64(this.bb.__vector(this.bb_pos+t)+8*e):this.bb.createLong(0,0)}dimsLength(){let e=this.bb.__offset(this.bb_pos,8);return e?this.bb.__vector_len(this.bb_pos+e):0}static startSparseTensor(e){e.startObject(3)}static addValues(e,t){e.addFieldOffset(0,t,0)}static addIndices(e,t){e.addFieldOffset(1,t,0)}static addDims(e,t){e.addFieldOffset(2,t,0)}static createDimsVector(e,t){e.startVector(8,t.length,8);for(let n=t.length-1;n>=0;n--)e.addInt64(t[n]);return e.endVector()}static startDimsVector(e,t){e.startVector(8,t,8)}static endSparseTensor(e){return e.endObject()}static createSparseTensor(e,t,r,o){return n.startSparseTensor(e),n.addValues(e,t),n.addIndices(e,r),n.addDims(e,o),n.endSparseTensor(e)}}t.SparseTensor=n}(t.fbs||(t.fbs={}))}(e.experimental||(e.experimental={}))}(t.onnxruntime||(t.onnxruntime={})),function(e){!function(t){!function(t){class n{constructor(){this.bb=null,this.bb_pos=0}__init(e,t){return this.bb_pos=e,this.bb=t,this}static getRootAsAttribute(e,t){return(t||new n).__init(e.readInt32(e.position())+e.position(),e)}static getSizePrefixedRootAsAttribute(e,t){return e.setPosition(e.position()+r.flatbuffers.SIZE_PREFIX_LENGTH),(t||new n).__init(e.readInt32(e.position())+e.position(),e)}name(e){let t=this.bb.__offset(this.bb_pos,4);return t?this.bb.__string(this.bb_pos+t,e):null}docString(e){let t=this.bb.__offset(this.bb_pos,6);return t?this.bb.__string(this.bb_pos+t,e):null}type(){let t=this.bb.__offset(this.bb_pos,8);return t?this.bb.readInt32(this.bb_pos+t):e.experimental.fbs.AttributeType.UNDEFINED}f(){let e=this.bb.__offset(this.bb_pos,10);return e?this.bb.readFloat32(this.bb_pos+e):0}i(){let e=this.bb.__offset(this.bb_pos,12);return e?this.bb.readInt64(this.bb_pos+e):this.bb.createLong(0,0)}s(e){let t=this.bb.__offset(this.bb_pos,14);return t?this.bb.__string(this.bb_pos+t,e):null}t(t){let n=this.bb.__offset(this.bb_pos,16);return n?(t||new e.experimental.fbs.Tensor).__init(this.bb.__indirect(this.bb_pos+n),this.bb):null}g(t){let n=this.bb.__offset(this.bb_pos,18);return n?(t||new e.experimental.fbs.Graph).__init(this.bb.__indirect(this.bb_pos+n),this.bb):null}floats(e){let t=this.bb.__offset(this.bb_pos,20);return t?this.bb.readFloat32(this.bb.__vector(this.bb_pos+t)+4*e):0}floatsLength(){let e=this.bb.__offset(this.bb_pos,20);return e?this.bb.__vector_len(this.bb_pos+e):0}floatsArray(){let e=this.bb.__offset(this.bb_pos,20);return e?new Float32Array(this.bb.bytes().buffer,this.bb.bytes().byteOffset+this.bb.__vector(this.bb_pos+e),this.bb.__vector_len(this.bb_pos+e)):null}ints(e){let t=this.bb.__offset(this.bb_pos,22);return t?this.bb.readInt64(this.bb.__vector(this.bb_pos+t)+8*e):this.bb.createLong(0,0)}intsLength(){let e=this.bb.__offset(this.bb_pos,22);return e?this.bb.__vector_len(this.bb_pos+e):0}strings(e,t){let n=this.bb.__offset(this.bb_pos,24);return n?this.bb.__string(this.bb.__vector(this.bb_pos+n)+4*e,t):null}stringsLength(){let e=this.bb.__offset(this.bb_pos,24);return e?this.bb.__vector_len(this.bb_pos+e):0}tensors(t,n){let r=this.bb.__offset(this.bb_pos,26);return r?(n||new e.experimental.fbs.Tensor).__init(this.bb.__indirect(this.bb.__vector(this.bb_pos+r)+4*t),this.bb):null}tensorsLength(){let e=this.bb.__offset(this.bb_pos,26);return e?this.bb.__vector_len(this.bb_pos+e):0}graphs(t,n){let r=this.bb.__offset(this.bb_pos,28);return r?(n||new e.experimental.fbs.Graph).__init(this.bb.__indirect(this.bb.__vector(this.bb_pos+r)+4*t),this.bb):null}graphsLength(){let e=this.bb.__offset(this.bb_pos,28);return e?this.bb.__vector_len(this.bb_pos+e):0}static startAttribute(e){e.startObject(13)}static addName(e,t){e.addFieldOffset(0,t,0)}static addDocString(e,t){e.addFieldOffset(1,t,0)}static addType(t,n){t.addFieldInt32(2,n,e.experimental.fbs.AttributeType.UNDEFINED)}static addF(e,t){e.addFieldFloat32(3,t,0)}static addI(e,t){e.addFieldInt64(4,t,e.createLong(0,0))}static addS(e,t){e.addFieldOffset(5,t,0)}static addT(e,t){e.addFieldOffset(6,t,0)}static addG(e,t){e.addFieldOffset(7,t,0)}static addFloats(e,t){e.addFieldOffset(8,t,0)}static createFloatsVector(e,t){e.startVector(4,t.length,4);for(let n=t.length-1;n>=0;n--)e.addFloat32(t[n]);return e.endVector()}static startFloatsVector(e,t){e.startVector(4,t,4)}static addInts(e,t){e.addFieldOffset(9,t,0)}static createIntsVector(e,t){e.startVector(8,t.length,8);for(let n=t.length-1;n>=0;n--)e.addInt64(t[n]);return e.endVector()}static startIntsVector(e,t){e.startVector(8,t,8)}static addStrings(e,t){e.addFieldOffset(10,t,0)}static createStringsVector(e,t){e.startVector(4,t.length,4);for(let n=t.length-1;n>=0;n--)e.addOffset(t[n]);return e.endVector()}static startStringsVector(e,t){e.startVector(4,t,4)}static addTensors(e,t){e.addFieldOffset(11,t,0)}static createTensorsVector(e,t){e.startVector(4,t.length,4);for(let n=t.length-1;n>=0;n--)e.addOffset(t[n]);return e.endVector()}static startTensorsVector(e,t){e.startVector(4,t,4)}static addGraphs(e,t){e.addFieldOffset(12,t,0)}static createGraphsVector(e,t){e.startVector(4,t.length,4);for(let n=t.length-1;n>=0;n--)e.addOffset(t[n]);return e.endVector()}static startGraphsVector(e,t){e.startVector(4,t,4)}static endAttribute(e){return e.endObject()}static createAttribute(e,t,r,o,i,a,s,u,l,c,p,d,f,h){return n.startAttribute(e),n.addName(e,t),n.addDocString(e,r),n.addType(e,o),n.addF(e,i),n.addI(e,a),n.addS(e,s),n.addT(e,u),n.addG(e,l),n.addFloats(e,c),n.addInts(e,p),n.addStrings(e,d),n.addTensors(e,f),n.addGraphs(e,h),n.endAttribute(e)}}t.Attribute=n}(t.fbs||(t.fbs={}))}(e.experimental||(e.experimental={}))}(t.onnxruntime||(t.onnxruntime={})),function(e){!function(t){!function(t){class n{constructor(){this.bb=null,this.bb_pos=0}__init(e,t){return this.bb_pos=e,this.bb=t,this}static getRootAsGraph(e,t){return(t||new n).__init(e.readInt32(e.position())+e.position(),e)}static getSizePrefixedRootAsGraph(e,t){return e.setPosition(e.position()+r.flatbuffers.SIZE_PREFIX_LENGTH),(t||new n).__init(e.readInt32(e.position())+e.position(),e)}initializers(t,n){let r=this.bb.__offset(this.bb_pos,4);return r?(n||new e.experimental.fbs.Tensor).__init(this.bb.__indirect(this.bb.__vector(this.bb_pos+r)+4*t),this.bb):null}initializersLength(){let e=this.bb.__offset(this.bb_pos,4);return e?this.bb.__vector_len(this.bb_pos+e):0}nodeArgs(t,n){let r=this.bb.__offset(this.bb_pos,6);return r?(n||new e.experimental.fbs.ValueInfo).__init(this.bb.__indirect(this.bb.__vector(this.bb_pos+r)+4*t),this.bb):null}nodeArgsLength(){let e=this.bb.__offset(this.bb_pos,6);return e?this.bb.__vector_len(this.bb_pos+e):0}nodes(t,n){let r=this.bb.__offset(this.bb_pos,8);return r?(n||new e.experimental.fbs.Node).__init(this.bb.__indirect(this.bb.__vector(this.bb_pos+r)+4*t),this.bb):null}nodesLength(){let e=this.bb.__offset(this.bb_pos,8);return e?this.bb.__vector_len(this.bb_pos+e):0}maxNodeIndex(){let e=this.bb.__offset(this.bb_pos,10);return e?this.bb.readUint32(this.bb_pos+e):0}nodeEdges(t,n){let r=this.bb.__offset(this.bb_pos,12);return r?(n||new e.experimental.fbs.NodeEdge).__init(this.bb.__indirect(this.bb.__vector(this.bb_pos+r)+4*t),this.bb):null}nodeEdgesLength(){let e=this.bb.__offset(this.bb_pos,12);return e?this.bb.__vector_len(this.bb_pos+e):0}inputs(e,t){let n=this.bb.__offset(this.bb_pos,14);return n?this.bb.__string(this.bb.__vector(this.bb_pos+n)+4*e,t):null}inputsLength(){let e=this.bb.__offset(this.bb_pos,14);return e?this.bb.__vector_len(this.bb_pos+e):0}outputs(e,t){let n=this.bb.__offset(this.bb_pos,16);return n?this.bb.__string(this.bb.__vector(this.bb_pos+n)+4*e,t):null}outputsLength(){let e=this.bb.__offset(this.bb_pos,16);return e?this.bb.__vector_len(this.bb_pos+e):0}sparseInitializers(t,n){let r=this.bb.__offset(this.bb_pos,18);return r?(n||new e.experimental.fbs.SparseTensor).__init(this.bb.__indirect(this.bb.__vector(this.bb_pos+r)+4*t),this.bb):null}sparseInitializersLength(){let e=this.bb.__offset(this.bb_pos,18);return e?this.bb.__vector_len(this.bb_pos+e):0}static startGraph(e){e.startObject(8)}static addInitializers(e,t){e.addFieldOffset(0,t,0)}static createInitializersVector(e,t){e.startVector(4,t.length,4);for(let n=t.length-1;n>=0;n--)e.addOffset(t[n]);return e.endVector()}static startInitializersVector(e,t){e.startVector(4,t,4)}static addNodeArgs(e,t){e.addFieldOffset(1,t,0)}static createNodeArgsVector(e,t){e.startVector(4,t.length,4);for(let n=t.length-1;n>=0;n--)e.addOffset(t[n]);return e.endVector()}static startNodeArgsVector(e,t){e.startVector(4,t,4)}static addNodes(e,t){e.addFieldOffset(2,t,0)}static createNodesVector(e,t){e.startVector(4,t.length,4);for(let n=t.length-1;n>=0;n--)e.addOffset(t[n]);return e.endVector()}static startNodesVector(e,t){e.startVector(4,t,4)}static addMaxNodeIndex(e,t){e.addFieldInt32(3,t,0)}static addNodeEdges(e,t){e.addFieldOffset(4,t,0)}static createNodeEdgesVector(e,t){e.startVector(4,t.length,4);for(let n=t.length-1;n>=0;n--)e.addOffset(t[n]);return e.endVector()}static startNodeEdgesVector(e,t){e.startVector(4,t,4)}static addInputs(e,t){e.addFieldOffset(5,t,0)}static createInputsVector(e,t){e.startVector(4,t.length,4);for(let n=t.length-1;n>=0;n--)e.addOffset(t[n]);return e.endVector()}static startInputsVector(e,t){e.startVector(4,t,4)}static addOutputs(e,t){e.addFieldOffset(6,t,0)}static createOutputsVector(e,t){e.startVector(4,t.length,4);for(let n=t.length-1;n>=0;n--)e.addOffset(t[n]);return e.endVector()}static startOutputsVector(e,t){e.startVector(4,t,4)}static addSparseInitializers(e,t){e.addFieldOffset(7,t,0)}static createSparseInitializersVector(e,t){e.startVector(4,t.length,4);for(let n=t.length-1;n>=0;n--)e.addOffset(t[n]);return e.endVector()}static startSparseInitializersVector(e,t){e.startVector(4,t,4)}static endGraph(e){return e.endObject()}static createGraph(e,t,r,o,i,a,s,u,l){return n.startGraph(e),n.addInitializers(e,t),n.addNodeArgs(e,r),n.addNodes(e,o),n.addMaxNodeIndex(e,i),n.addNodeEdges(e,a),n.addInputs(e,s),n.addOutputs(e,u),n.addSparseInitializers(e,l),n.endGraph(e)}}t.Graph=n}(t.fbs||(t.fbs={}))}(e.experimental||(e.experimental={}))}(t.onnxruntime||(t.onnxruntime={})),function(e){!function(t){!function(t){class n{constructor(){this.bb=null,this.bb_pos=0}__init(e,t){return this.bb_pos=e,this.bb=t,this}static getRootAsModel(e,t){return(t||new n).__init(e.readInt32(e.position())+e.position(),e)}static getSizePrefixedRootAsModel(e,t){return e.setPosition(e.position()+r.flatbuffers.SIZE_PREFIX_LENGTH),(t||new n).__init(e.readInt32(e.position())+e.position(),e)}irVersion(){let e=this.bb.__offset(this.bb_pos,4);return e?this.bb.readInt64(this.bb_pos+e):this.bb.createLong(0,0)}opsetImport(t,n){let r=this.bb.__offset(this.bb_pos,6);return r?(n||new e.experimental.fbs.OperatorSetId).__init(this.bb.__indirect(this.bb.__vector(this.bb_pos+r)+4*t),this.bb):null}opsetImportLength(){let e=this.bb.__offset(this.bb_pos,6);return e?this.bb.__vector_len(this.bb_pos+e):0}producerName(e){let t=this.bb.__offset(this.bb_pos,8);return t?this.bb.__string(this.bb_pos+t,e):null}producerVersion(e){let t=this.bb.__offset(this.bb_pos,10);return t?this.bb.__string(this.bb_pos+t,e):null}domain(e){let t=this.bb.__offset(this.bb_pos,12);return t?this.bb.__string(this.bb_pos+t,e):null}modelVersion(){let e=this.bb.__offset(this.bb_pos,14);return e?this.bb.readInt64(this.bb_pos+e):this.bb.createLong(0,0)}docString(e){let t=this.bb.__offset(this.bb_pos,16);return t?this.bb.__string(this.bb_pos+t,e):null}graph(t){let n=this.bb.__offset(this.bb_pos,18);return n?(t||new e.experimental.fbs.Graph).__init(this.bb.__indirect(this.bb_pos+n),this.bb):null}graphDocString(e){let t=this.bb.__offset(this.bb_pos,20);return t?this.bb.__string(this.bb_pos+t,e):null}static startModel(e){e.startObject(9)}static addIrVersion(e,t){e.addFieldInt64(0,t,e.createLong(0,0))}static addOpsetImport(e,t){e.addFieldOffset(1,t,0)}static createOpsetImportVector(e,t){e.startVector(4,t.length,4);for(let n=t.length-1;n>=0;n--)e.addOffset(t[n]);return e.endVector()}static startOpsetImportVector(e,t){e.startVector(4,t,4)}static addProducerName(e,t){e.addFieldOffset(2,t,0)}static addProducerVersion(e,t){e.addFieldOffset(3,t,0)}static addDomain(e,t){e.addFieldOffset(4,t,0)}static addModelVersion(e,t){e.addFieldInt64(5,t,e.createLong(0,0))}static addDocString(e,t){e.addFieldOffset(6,t,0)}static addGraph(e,t){e.addFieldOffset(7,t,0)}static addGraphDocString(e,t){e.addFieldOffset(8,t,0)}static endModel(e){return e.endObject()}static createModel(e,t,r,o,i,a,s,u,l,c){return n.startModel(e),n.addIrVersion(e,t),n.addOpsetImport(e,r),n.addProducerName(e,o),n.addProducerVersion(e,i),n.addDomain(e,a),n.addModelVersion(e,s),n.addDocString(e,u),n.addGraph(e,l),n.addGraphDocString(e,c),n.endModel(e)}}t.Model=n}(t.fbs||(t.fbs={}))}(e.experimental||(e.experimental={}))}(t.onnxruntime||(t.onnxruntime={})),function(e){!function(e){!function(e){class t{constructor(){this.bb=null,this.bb_pos=0}__init(e,t){return this.bb_pos=e,this.bb=t,this}static getRootAsKernelCreateInfos(e,n){return(n||new t).__init(e.readInt32(e.position())+e.position(),e)}static getSizePrefixedRootAsKernelCreateInfos(e,n){return e.setPosition(e.position()+r.flatbuffers.SIZE_PREFIX_LENGTH),(n||new t).__init(e.readInt32(e.position())+e.position(),e)}nodeIndices(e){let t=this.bb.__offset(this.bb_pos,4);return t?this.bb.readUint32(this.bb.__vector(this.bb_pos+t)+4*e):0}nodeIndicesLength(){let e=this.bb.__offset(this.bb_pos,4);return e?this.bb.__vector_len(this.bb_pos+e):0}nodeIndicesArray(){let e=this.bb.__offset(this.bb_pos,4);return e?new Uint32Array(this.bb.bytes().buffer,this.bb.bytes().byteOffset+this.bb.__vector(this.bb_pos+e),this.bb.__vector_len(this.bb_pos+e)):null}kernelDefHashes(e){let t=this.bb.__offset(this.bb_pos,6);return t?this.bb.readUint64(this.bb.__vector(this.bb_pos+t)+8*e):this.bb.createLong(0,0)}kernelDefHashesLength(){let e=this.bb.__offset(this.bb_pos,6);return e?this.bb.__vector_len(this.bb_pos+e):0}static startKernelCreateInfos(e){e.startObject(2)}static addNodeIndices(e,t){e.addFieldOffset(0,t,0)}static createNodeIndicesVector(e,t){e.startVector(4,t.length,4);for(let n=t.length-1;n>=0;n--)e.addInt32(t[n]);return e.endVector()}static startNodeIndicesVector(e,t){e.startVector(4,t,4)}static addKernelDefHashes(e,t){e.addFieldOffset(1,t,0)}static createKernelDefHashesVector(e,t){e.startVector(8,t.length,8);for(let n=t.length-1;n>=0;n--)e.addInt64(t[n]);return e.endVector()}static startKernelDefHashesVector(e,t){e.startVector(8,t,8)}static endKernelCreateInfos(e){return e.endObject()}static createKernelCreateInfos(e,n,r){return t.startKernelCreateInfos(e),t.addNodeIndices(e,n),t.addKernelDefHashes(e,r),t.endKernelCreateInfos(e)}}e.KernelCreateInfos=t}(e.fbs||(e.fbs={}))}(e.experimental||(e.experimental={}))}(t.onnxruntime||(t.onnxruntime={})),function(e){!function(t){!function(t){class n{constructor(){this.bb=null,this.bb_pos=0}__init(e,t){return this.bb_pos=e,this.bb=t,this}static getRootAsSubGraphSessionState(e,t){return(t||new n).__init(e.readInt32(e.position())+e.position(),e)}static getSizePrefixedRootAsSubGraphSessionState(e,t){return e.setPosition(e.position()+r.flatbuffers.SIZE_PREFIX_LENGTH),(t||new n).__init(e.readInt32(e.position())+e.position(),e)}graphId(e){let t=this.bb.__offset(this.bb_pos,4);return t?this.bb.__string(this.bb_pos+t,e):null}sessionState(t){let n=this.bb.__offset(this.bb_pos,6);return n?(t||new e.experimental.fbs.SessionState).__init(this.bb.__indirect(this.bb_pos+n),this.bb):null}static startSubGraphSessionState(e){e.startObject(2)}static addGraphId(e,t){e.addFieldOffset(0,t,0)}static addSessionState(e,t){e.addFieldOffset(1,t,0)}static endSubGraphSessionState(e){let t=e.endObject();return e.requiredField(t,4),t}static createSubGraphSessionState(e,t,r){return n.startSubGraphSessionState(e),n.addGraphId(e,t),n.addSessionState(e,r),n.endSubGraphSessionState(e)}}t.SubGraphSessionState=n}(t.fbs||(t.fbs={}))}(e.experimental||(e.experimental={}))}(t.onnxruntime||(t.onnxruntime={})),function(e){!function(t){!function(t){class n{constructor(){this.bb=null,this.bb_pos=0}__init(e,t){return this.bb_pos=e,this.bb=t,this}static getRootAsSessionState(e,t){return(t||new n).__init(e.readInt32(e.position())+e.position(),e)}static getSizePrefixedRootAsSessionState(e,t){return e.setPosition(e.position()+r.flatbuffers.SIZE_PREFIX_LENGTH),(t||new n).__init(e.readInt32(e.position())+e.position(),e)}kernels(t){let n=this.bb.__offset(this.bb_pos,4);return n?(t||new e.experimental.fbs.KernelCreateInfos).__init(this.bb.__indirect(this.bb_pos+n),this.bb):null}subGraphSessionStates(t,n){let r=this.bb.__offset(this.bb_pos,6);return r?(n||new e.experimental.fbs.SubGraphSessionState).__init(this.bb.__indirect(this.bb.__vector(this.bb_pos+r)+4*t),this.bb):null}subGraphSessionStatesLength(){let e=this.bb.__offset(this.bb_pos,6);return e?this.bb.__vector_len(this.bb_pos+e):0}static startSessionState(e){e.startObject(2)}static addKernels(e,t){e.addFieldOffset(0,t,0)}static addSubGraphSessionStates(e,t){e.addFieldOffset(1,t,0)}static createSubGraphSessionStatesVector(e,t){e.startVector(4,t.length,4);for(let n=t.length-1;n>=0;n--)e.addOffset(t[n]);return e.endVector()}static startSubGraphSessionStatesVector(e,t){e.startVector(4,t,4)}static endSessionState(e){return e.endObject()}static createSessionState(e,t,r){return n.startSessionState(e),n.addKernels(e,t),n.addSubGraphSessionStates(e,r),n.endSessionState(e)}}t.SessionState=n}(t.fbs||(t.fbs={}))}(e.experimental||(e.experimental={}))}(t.onnxruntime||(t.onnxruntime={})),function(e){!function(t){!function(t){class n{constructor(){this.bb=null,this.bb_pos=0}__init(e,t){return this.bb_pos=e,this.bb=t,this}static getRootAsInferenceSession(e,t){return(t||new n).__init(e.readInt32(e.position())+e.position(),e)}static getSizePrefixedRootAsInferenceSession(e,t){return e.setPosition(e.position()+r.flatbuffers.SIZE_PREFIX_LENGTH),(t||new n).__init(e.readInt32(e.position())+e.position(),e)}static bufferHasIdentifier(e){return e.__has_identifier("ORTM")}ortVersion(e){let t=this.bb.__offset(this.bb_pos,4);return t?this.bb.__string(this.bb_pos+t,e):null}model(t){let n=this.bb.__offset(this.bb_pos,6);return n?(t||new e.experimental.fbs.Model).__init(this.bb.__indirect(this.bb_pos+n),this.bb):null}sessionState(t){let n=this.bb.__offset(this.bb_pos,8);return n?(t||new e.experimental.fbs.SessionState).__init(this.bb.__indirect(this.bb_pos+n),this.bb):null}static startInferenceSession(e){e.startObject(3)}static addOrtVersion(e,t){e.addFieldOffset(0,t,0)}static addModel(e,t){e.addFieldOffset(1,t,0)}static addSessionState(e,t){e.addFieldOffset(2,t,0)}static endInferenceSession(e){return e.endObject()}static finishInferenceSessionBuffer(e,t){e.finish(t,"ORTM")}static finishSizePrefixedInferenceSessionBuffer(e,t){e.finish(t,"ORTM",!0)}static createInferenceSession(e,t,r,o){return n.startInferenceSession(e),n.addOrtVersion(e,t),n.addModel(e,r),n.addSessionState(e,o),n.endInferenceSession(e)}}t.InferenceSession=n}(t.fbs||(t.fbs={}))}(e.experimental||(e.experimental={}))}(t.onnxruntime||(t.onnxruntime={}))},1723:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.OnnxjsSessionHandler=void 0;const r=n(8453),o=n(9240);t.OnnxjsSessionHandler=class{constructor(e){this.session=e,this.inputNames=this.session.inputNames,this.outputNames=this.session.outputNames}async dispose(){}async run(e,t,n){const i=new Map;for(const t in e)if(Object.hasOwnProperty.call(e,t)){const n=e[t];i.set(t,new o.Tensor(n.dims,n.type,void 0,void 0,n.data))}const a=await this.session.run(i),s={};return a.forEach(((e,t)=>{s[t]=new r.Tensor(e.type,e.data,e.dims)})),s}startProfiling(){this.session.startProfiling()}endProfiling(){this.session.endProfiling()}}},6027:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.Session=void 0;const r=n(7067),o=n(1296),i=n(1975),a=n(6496),s=n(1315),u=n(1745);t.Session=class{constructor(e={}){this._initialized=!1,this.backendHint=e.backendHint,this.profiler=s.Profiler.create(e.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(e,t,n){await this.profiler.event("session","Session.loadModel",(async()=>{const a=await(0,i.resolveBackend)(this.backendHint);if(this.sessionHandler=a.createSessionHandler(this.context),this._model=new u.Model,"string"==typeof e){const t=e.endsWith(".ort");if("undefined"==typeof fetch){const n=await(0,o.promisify)(r.readFile)(e);this.initialize(n,t)}else{const n=await fetch(e),r=await n.arrayBuffer();this.initialize(new Uint8Array(r),t)}}else if(ArrayBuffer.isView(e))this.initialize(e);else{const r=new Uint8Array(e,t||0,n||e.byteLength);this.initialize(r)}}))}initialize(e,t){if(this._initialized)throw new Error("already initialized");this.profiler.event("session","Session.initialize",(()=>{const n=this.sessionHandler.transformGraph?this.sessionHandler:void 0;this._model.load(e,n,t),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(e){if(!this._initialized)throw new Error("session not initialized yet");return this.profiler.event("session","Session.run",(async()=>{const t=this.normalizeAndValidateInputs(e),n=await this._executionPlan.execute(this.sessionHandler,t);return this.createOutput(n)}))}normalizeAndValidateInputs(e){const t=this._model.graph.getInputNames();if(Array.isArray(e)){if(e.length!==t.length)throw new Error(`incorrect input array length: expected ${t.length} but got ${e.length}`)}else{if(e.size!==t.length)throw new Error(`incorrect input map size: expected ${t.length} but got ${e.size}`);const n=new Array(e.size);let r=0;for(let o=0;o<t.length;++o){const i=e.get(t[o]);if(!i)throw new Error(`missing input tensor for: '${name}'`);n[r++]=i}e=n}if(this.context.graphInputTypes&&0!==this.context.graphInputTypes.length&&this.context.graphInputDims&&0!==this.context.graphInputDims.length)this.validateInputTensorDims(this.context.graphInputDims,e,!1);else{const t=this._model.graph.getInputIndices(),n=this._model.graph.getValues(),r=new Array(t.length);for(let o=0;o<t.length;++o){const i=n[t[o]];r[o]=i.type.shape.dims,this.context.graphInputTypes.push(i.type.tensorType),this.context.graphInputDims.push(e[o].dims)}this.validateInputTensorDims(r,e,!0)}return this.validateInputTensorTypes(this.context.graphInputTypes,e),e}validateInputTensorTypes(e,t){for(let n=0;n<t.length;n++){const r=e[n],o=t[n].type;if(r!==o)throw new Error(`input tensor[${n}] check failed: expected type '${r}' but got ${o}`)}}validateInputTensorDims(e,t,n){for(let r=0;r<t.length;r++){const o=e[r],i=t[r].dims;if(!this.compareTensorDims(o,i,n))throw new Error(`input tensor[${r}] check failed: expected shape '[${o.join(",")}]' but got [${i.join(",")}]`)}}compareTensorDims(e,t,n){if(e.length!==t.length)return!1;for(let r=0;r<e.length;++r)if(e[r]!==t[r]&&(!n||0!==e[r]))return!1;return!0}createOutput(e){const t=this._model.graph.getOutputNames();if(e.length!==t.length)throw new Error("expected number of outputs do not match number of generated outputs");const n=new Map;for(let r=0;r<t.length;++r)n.set(t[r],e[r]);return n}initializeOps(e){const t=e.getNodes();this._ops=new Array(t.length);for(let n=0;n<t.length;n++)this._ops[n]=this.sessionHandler.resolve(t[n],this._model.opsets,e)}}},9240:function(e,t,n){"use strict";var r=this&&this.__importDefault||function(e){return e&&e.__esModule?e:{default:e}};Object.defineProperty(t,"__esModule",{value:!0}),t.Tensor=void 0;const o=n(3442),i=r(n(3720)),a=n(1446),s=n(1287),u=n(7273);var l=s.onnxruntime.experimental.fbs;class c{get data(){if(void 0===this.cache){const e=this.dataProvider(this.dataId);if(e.length!==this.size)throw new Error("Length of data provided by the Data Provider is inconsistent with the dims of this Tensor.");this.cache=e}return this.cache}get stringData(){if("string"!==this.type)throw new TypeError("data type is not string");return this.data}get integerData(){switch(this.type){case"uint8":case"int8":case"uint16":case"int16":case"int32":case"uint32":case"bool":return this.data;default:throw new TypeError("data type is not integer (uint8, int8, uint16, int16, int32, uint32, bool)")}}get floatData(){switch(this.type){case"float32":case"float64":return this.data;default:throw new TypeError("data type is not float (float32, float64)")}}get numberData(){if("string"!==this.type)return this.data;throw new TypeError("type cannot be non-number (string)")}get(e){return this.data[u.ShapeUtil.indicesToOffset(e,this.strides)]}set(e,t){this.data[u.ShapeUtil.indicesToOffset(e,this.strides)]=t}async getData(){return void 0===this.cache&&(this.cache=await this.asyncDataProvider(this.dataId)),this.cache}get strides(){return this._strides||(this._strides=u.ShapeUtil.computeStrides(this.dims)),this._strides}constructor(e,t,n,r,i,a=o.Guid.create()){this.dims=e,this.type=t,this.dataProvider=n,this.asyncDataProvider=r,this.cache=i,this.dataId=a,this.size=u.ShapeUtil.validateDimsAndCalcSize(e);const s=this.size,l=void 0===n&&void 0===r&&void 0===i;if(void 0!==i&&i.length!==s)throw new RangeError("Input dims doesn't match data length.");if("string"===t){if(!(void 0===i||Array.isArray(i)&&i.every((e=>"string"==typeof e))))throw new TypeError("cache should be a string array");l&&(this.cache=new Array(s))}else{if(void 0!==i){const e=d(t);if(!(i instanceof e))throw new TypeError(`cache should be type ${e.name}`)}if(l){const e=new ArrayBuffer(s*function(e){switch(e){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 ${e}`)}}(t));this.cache=function(e,t){return new(d(t))(e)}(e,t)}}}static fromProto(e){if(!e)throw new Error("cannot construct Value from an empty tensor");const t=u.ProtoUtil.tensorDataTypeFromProto(e.dataType),n=u.ProtoUtil.tensorDimsFromProto(e.dims),r=new c(n,t);if("string"===t)e.stringData.forEach(((e,t)=>{r.data[t]=(0,u.decodeUtf8String)(e)}));else if(e.rawData&&"number"==typeof e.rawData.byteLength&&e.rawData.byteLength>0){const t=r.data,n=new DataView(e.rawData.buffer,e.rawData.byteOffset,e.rawData.byteLength),o=p(e.dataType),i=e.rawData.byteLength/o;if(e.rawData.byteLength%o!=0)throw new Error("invalid buffer length");if(t.length!==i)throw new Error("buffer length mismatch");for(let r=0;r<i;r++){const i=h(n,e.dataType,r*o);t[r]=i}}else{let t;switch(e.dataType){case a.onnx.TensorProto.DataType.FLOAT:t=e.floatData;break;case a.onnx.TensorProto.DataType.INT32:case a.onnx.TensorProto.DataType.INT16:case a.onnx.TensorProto.DataType.UINT16:case a.onnx.TensorProto.DataType.INT8:case a.onnx.TensorProto.DataType.UINT8:case a.onnx.TensorProto.DataType.BOOL:t=e.int32Data;break;case a.onnx.TensorProto.DataType.INT64:t=e.int64Data;break;case a.onnx.TensorProto.DataType.DOUBLE:t=e.doubleData;break;case a.onnx.TensorProto.DataType.UINT32:case a.onnx.TensorProto.DataType.UINT64:t=e.uint64Data;break;default:throw new Error("unspecific error")}if(null==t)throw new Error("failed to populate data from a tensorproto value");const n=r.data;if(n.length!==t.length)throw new Error("array length mismatch");for(let r=0;r<t.length;r++){const o=t[r];i.default.isLong(o)?n[r]=f(o,e.dataType):n[r]=o}}return r}static fromData(e,t,n){return new c(t,n,void 0,void 0,e)}static fromOrtTensor(e){if(!e)throw new Error("cannot construct Value from an empty tensor");const t=u.ProtoUtil.tensorDimsFromORTFormat(e),n=u.ProtoUtil.tensorDataTypeFromProto(e.dataType()),r=new c(t,n);if("string"===n)for(let t=0;t<e.stringDataLength();t++)r.data[t]=e.stringData(t);else if(e.rawDataArray()&&"number"==typeof e.rawDataLength()&&e.rawDataLength()>0){const t=r.data,n=new DataView(e.rawDataArray().buffer,e.rawDataArray().byteOffset,e.rawDataLength()),o=p(e.dataType()),i=e.rawDataLength()/o;if(e.rawDataLength()%o!=0)throw new Error("invalid buffer length");if(t.length!==i)throw new Error("buffer length mismatch");for(let r=0;r<i;r++){const i=h(n,e.dataType(),r*o);t[r]=i}}return r}}function p(e){switch(e){case a.onnx.TensorProto.DataType.UINT8:case a.onnx.TensorProto.DataType.INT8:case a.onnx.TensorProto.DataType.BOOL:return 1;case a.onnx.TensorProto.DataType.UINT16:case a.onnx.TensorProto.DataType.INT16:return 2;case a.onnx.TensorProto.DataType.FLOAT:case a.onnx.TensorProto.DataType.INT32:case a.onnx.TensorProto.DataType.UINT32:return 4;case a.onnx.TensorProto.DataType.INT64:case a.onnx.TensorProto.DataType.DOUBLE:case a.onnx.TensorProto.DataType.UINT64:return 8;default:throw new Error(`cannot calculate sizeof() on type ${a.onnx.TensorProto.DataType[e]}`)}}function d(e){switch(e){case"bool":case"uint8":return Uint8Array;case"int8":return Int8Array;case"int16":return Int16Array;case"uint16":return Uint16Array;case"int32":return Int32Array;case"uint32":return Uint32Array;case"float32":return Float32Array;case"float64":return Float64Array;default:throw new Error("unspecified error")}}function f(e,t){if(t===a.onnx.TensorProto.DataType.INT64||t===l.TensorDataType.INT64){if(e.greaterThanOrEqual(2147483648)||e.lessThan(-2147483648))throw new TypeError("int64 is not supported")}else{if(t!==a.onnx.TensorProto.DataType.UINT32&&t!==l.TensorDataType.UINT32&&t!==a.onnx.TensorProto.DataType.UINT64&&t!==l.TensorDataType.UINT64)throw new TypeError(`not a LONG type: ${a.onnx.TensorProto.DataType[t]}`);if(e.greaterThanOrEqual(4294967296)||e.lessThan(0))throw new TypeError("uint64 is not supported")}return e.toNumber()}function h(e,t,n){switch(t){case a.onnx.TensorProto.DataType.BOOL:case a.onnx.TensorProto.DataType.UINT8:return e.getUint8(n);case a.onnx.TensorProto.DataType.INT8:return e.getInt8(n);case a.onnx.TensorProto.DataType.UINT16:return e.getUint16(n,!0);case a.onnx.TensorProto.DataType.INT16:return e.getInt16(n,!0);case a.onnx.TensorProto.DataType.FLOAT:return e.getFloat32(n,!0);case a.onnx.TensorProto.DataType.INT32:return e.getInt32(n,!0);case a.onnx.TensorProto.DataType.UINT32:return e.getUint32(n,!0);case a.onnx.TensorProto.DataType.INT64:return f(i.default.fromBits(e.getUint32(n,!0),e.getUint32(n+4,!0),!1),t);case a.onnx.TensorProto.DataType.DOUBLE:return e.getFloat64(n,!0);case a.onnx.TensorProto.DataType.UINT64:return f(i.default.fromBits(e.getUint32(n,!0),e.getUint32(n+4,!0),!0),t);default:throw new Error(`cannot read from DataView for type ${a.onnx.TensorProto.DataType[t]}`)}}t.Tensor=c},7273:function(e,t,n){"use strict";var r=this&&this.__importDefault||function(e){return e&&e.__esModule?e:{default:e}};Object.defineProperty(t,"__esModule",{value:!0}),t.decodeUtf8String=t.MAX_CLIP=t.MIN_CLIP=t.PoolConvUtil=t.ReduceUtil=t.SplitUtil=t.MathUtil=t.ShapeUtil=t.LongUtil=t.ProtoUtil=t.GemmUtil=t.arrayCopyHelper=t.BroadcastUtil=t.MatMulUtil=t.ArrayUtil=t.assert=t.checkInputsShape=void 0;const o=n(5686),i=r(n(3720)),a=n(1446),s=n(9240);t.checkInputsShape=function(e,...t){if(!e||e.length!==t.length)return!1;for(let n=0;n<e.length;n++)if(!e[n].dims||e[n].dims.length!==t[n])return!1;return!0},t.assert=function(e,t){if(!e)throw new Error("string"==typeof t?t:t())},t.ArrayUtil=class{static arraysEqual(e,t){if(e.length!==t.length)return!1;for(let n=0;n<e.length;n++)if(e[n]!==t[n])return!1;return!0}};class u{static preprocessInputShapes(e,t){return[1===e.length?[1,e[0]]:e,1===t.length?[t[0],1]:t]}static postprocessOutputShape(e,t,n){1===t&&e.splice(e.length-2,1),1===n&&e.pop()}static calcMatMulShape(e,t){return e[1]!==t[0]?void 0:[e[0],t[1]]}}t.MatMulUtil=u;class l{static calcShape(e,t,n=!1){const r=e.length,o=t.length;if(0===r)return t;if(0===o)return e;const i=Math.max(e.length,t.length),a=new Array(i);if(n){if(r<2||o<2)return;const n=u.calcMatMulShape([e[r-2],e[r-1]],[t[o-2],t[o-1]]);if(void 0===n)return;[a[i-2],a[i-1]]=n}for(let s=n?3:1;s<=i;s++){const n=r-s<0?1:e[r-s],u=o-s<0?1:t[o-s];if(n!==u&&n>1&&u>1)return;a[i-s]=Math.max(n,u)}return a}static index(e,t){const n=new Array(t.length);return l.fillIndex(e,t,n),n}static fillIndex(e,t,n){const r=e.length-t.length;for(let o=0;o<t.length;o++)n[o]=e[r+o]%t[o]}static calc(e,t,n,r,o){const i=l.calcShape(e.dims,t.dims);if(i){if(r&&!d.areEqual(i,e.dims))return;const a=d.size(i),u=r?e:new s.Tensor(i,o||e.type);if(0===i.length)u.set([],n(e.get([]),t.get([])));else{const r=new Array(i.length),o=new Array(e.dims.length),s=new Array(t.dims.length);let c,p=0,d=0,f=!1,h=!1;0===e.dims.length&&(p=e.get([]),f=!0),0===t.dims.length&&(d=t.get([]),h=!0);for(let g=0;g<a;g++){c=g;for(let e=i.length-1;e>=0;e--)r[e]=c%i[e],c=Math.floor(c/i[e]);f||(l.fillIndex(r,e.dims,o),p=e.get(o)),h||(l.fillIndex(r,t.dims,s),d=t.get(s)),u.set(r,n(p,d))}}return u}}static isValidBroadcast(e,t){const n=e.length,r=t.length;if(n>r)return!1;for(let o=1;o<=n;o++)if(1!==e[n-o]&&e[n-o]!==t[r-o])return!1;return!0}static getBroadcastDims(e,t){const n=e.length,r=[];for(let o=0;o<n;o++){const i=n-1-o,a=e[i]||1;(t[t.length-1-o]||1)>1&&1===a&&r.unshift(i)}return r}}t.BroadcastUtil=l,t.arrayCopyHelper=function(e,t,n,r,o){if(r<0||r>=t.length)throw new Error("sourceIndex out of bounds");if(n<0||n>=e.length)throw new Error("targetIndex out of bounds");if(r+o>t.length)throw new Error("source indices to be copied are outside bounds");if(n+o>e.length)throw new Error("target array is too small to hold result");for(let i=0;i<o;i++)e[n+i]=t[r+i]},t.GemmUtil=class{static getShapeOfGemmResult(e,t,n,r,o){if(2!==e.length||2!==n.length)throw new Error("shape need to be of size 2");let i,a,s;t?(i=e[1],a=e[0]):(i=e[0],a=e[1]);let u=-1;if(r?(s=n[0],u=1):(s=n[1],u=0),n[u]!==a)throw new Error("dimension mismatch");if(i<=0||s<=0||a<=0)throw new Error("invalid shape specified");if(o&&!l.isValidBroadcast(o,[i,s]))throw new Error("gemm: invalid bias shape for broadcast");return[i,s,a]}};class c{static tensorDataTypeFromProto(e){switch(e){case a.onnx.TensorProto.DataType.INT8:return"int8";case a.onnx.TensorProto.DataType.UINT8:return"uint8";case a.onnx.TensorProto.DataType.BOOL:return"bool";case a.onnx.TensorProto.DataType.INT16:return"int16";case a.onnx.TensorProto.DataType.UINT16:return"uint16";case a.onnx.TensorProto.DataType.INT32:return"int32";case a.onnx.TensorProto.DataType.UINT32:return"uint32";case a.onnx.TensorProto.DataType.FLOAT:return"float32";case a.onnx.TensorProto.DataType.DOUBLE:return"float64";case a.onnx.TensorProto.DataType.STRING:return"string";case a.onnx.TensorProto.DataType.INT64:return"int32";case a.onnx.TensorProto.DataType.UINT64:return"uint32";default:throw new Error(`unsupported data type: ${a.onnx.TensorProto.DataType[e]}`)}}static tensorDataTypeStringToEnum(e){switch(e){case"int8":return a.onnx.TensorProto.DataType.INT8;case"uint8":return a.onnx.TensorProto.DataType.UINT8;case"bool":return a.onnx.TensorProto.DataType.BOOL;case"int16":return a.onnx.TensorProto.DataType.INT16;case"uint16":return a.onnx.TensorProto.DataType.UINT16;case"int32":return a.onnx.TensorProto.DataType.INT32;case"uint32":return a.onnx.TensorProto.DataType.UINT32;case"float32":return a.onnx.TensorProto.DataType.FLOAT;case"float64":return a.onnx.TensorProto.DataType.DOUBLE;case"string":return a.onnx.TensorProto.DataType.STRING;case"int64":return a.onnx.TensorProto.DataType.INT64;case"uint64":return a.onnx.TensorProto.DataType.UINT64;default:throw new Error(`unsupported data type: ${e}`)}}static tensorDimsFromProto(e){return e.map((e=>i.default.isLong(e)?e.toNumber():e))}static tensorValueTypeFromProto(e){return{tensorType:c.tensorDataTypeFromProto(e.elemType),shape:{dims:c.tensorDimsFromProto(e.shape.dim.map((e=>e.dimValue)))}}}static tensorDimsFromORTFormat(e){const t=[];for(let n=0;n<e.dimsLength();n++)t.push(p.longToNumber(e.dims(n)));return t}static tensorAttributesFromORTFormat(e){const t=[];for(let n=0;n<e.attributesLength();n++)t.push(e.attributes(n));return t}}t.ProtoUtil=c;class p{static longToNumber(e,t){return i.default.isLong(e)?e.toNumber():e instanceof o.flatbuffers.Long?i.default.fromValue({low:e.low,high:e.high,unsigned:null!=t&&t}).toNumber():e}static isLong(e){return i.default.isLong(e)||e instanceof o.flatbuffers.Long}}t.LongUtil=p;class d{static size(e){return d.getSizeFromDimensionRange(e,0,e.length)}static sizeFromDimension(e,t){if(t<0||t>e.length)throw new Error(`invalid dimension of ${t} for sizeFromDimension as Tensor has ${e.length} dimensions.`);return d.getSizeFromDimensionRange(e,t,e.length)}static sizeToDimension(e,t){if(t<0||t>e.length)throw new Error(`invalid dimension of ${t} for sizeToDimension as Tensor has ${e.length} dimensions.`);return d.getSizeFromDimensionRange(e,0,t)}static getSizeFromDimensionRange(e,t,n){let r=1;for(let o=t;o<n;o++){if(e[o]<=0)throw new Error("cannot get valid size from specified dimension range. Most likely the range contains 0 or negative values in them.");r*=e[o]}return r}static computeStrides(e){const t=e.length;if(0===t)return[];if(1===t)return[1];const n=new Array(t);n[t-1]=1,n[t-2]=e[t-1];for(let r=t-3;r>=0;--r)n[r]=n[r+1]*e[r+1];return n}static transpose(e){return e.slice().reverse()}static indicesToOffset(e,t,n){void 0===n&&(n=e.length);let r=0;for(let o=0;o<n;++o)r+=t[o]*e[o];return r}static offsetToIndices(e,t){const n=t.length;if(0===n)return[];if(1===n)return[e*t[0]];const r=new Array(t.length);for(let n=0;n<r.length-1;++n)r[n]=Math.floor(e/t[n]),e-=r[n]*t[n];return r[r.length-1]=e,r}static normalizeAxis(e,t){if(e<-t&&e>=t)throw new Error("unsupported axis for this operation.");return e<0?e+t:e}static normalizeAxes(e,t){return e.map((e=>this.normalizeAxis(e,t)))}static incrementIndex(e,t,n){if(0===t.length||0===e.length)throw new Error("Index incrementing unsupported for scalar Tensor");if(void 0===n)n=t.length;else if(n<=0||n>t.length)throw new Error("Incorrect axis to increment on");for(let r=n-1;r>=0&&(e[r]++,!(e[r]<t[r]));--r)e[r]=0}static calculateReshapedDims(e,t){if(0===t.length){if(0===e.length||1===d.size(e))return[];throw new Error("cannot reshape to a scalar Tensor")}const n=t.length,r=new Array(n);let o=-1,i=1;for(let a=0;a<n;a++){if(t[a]<-1)throw new Error("a dimension in shape hints cannot be less than -1");if(-1===t[a]){if(-1!==o)throw new Error("at most one dimension in shape hints can be -1");o=a}else{if(0===t[a]){if(a>=e.length)throw new Error("the dimension with value zero exceeds the dimension size of the input tensor");r[a]=e[a]}else r[a]=t[a];i*=r[a]}}const a=d.size(e);if(-1!==o){if(a%i!=0)throw new Error(`the input tensor cannot be reshaped to the requested shape. Input shape: [${e}] Output shape: [${t}]`);r[o]=a/i}else if(i!==a)throw new Error("reshapedDims and originalDims don't have matching sizes");return r}static sortBasedOnPerm(e,t){return t?t.map((t=>e[t])):e.slice().reverse()}static padShape(e,t){const n=e.length;return e.map(((e,r)=>e+t[r]+t[r+n]))}static areEqual(e,t){return e.length===t.length&&e.every(((e,n)=>e===t[n]))}static validateDimsAndCalcSize(e){if(e.length>6)throw new TypeError("Only rank 0 to 6 is supported for tensor shape.");let t=1;for(const n of e){if(!Number.isInteger(n))throw new TypeError(`Invalid shape: ${n} is not an integer`);if(n<0||n>2147483647)throw new TypeError(`Invalid shape: length ${n} is not allowed`);t*=n}return t}static flattenShape(e,t){t<0&&(t+=e.length);const n=e.reduce(((e,t)=>e*t),1),r=e.slice(t).reduce(((e,t)=>e*t),1);return[n/r,r]}static squeezeShape(e,t){const n=new Array;t=d.normalizeAxes(t,e.length);for(let r=0;r<e.length;r++){const o=t.indexOf(r)>=0;if(o&&1!==e[r])throw new Error("squeeze an axis of size different than 1");(0===t.length&&e[r]>1||t.length>0&&!o)&&n.push(e[r])}return n}static unsqueezeShape(e,t){const n=new Array(e.length+t.length);n.fill(0);for(let e=0;e<t.length;e++){const r=d.normalizeAxis(t[e],n.length);if(r>=n.length)throw new Error("'axes' has an out of range axis");if(0!==n[r])throw new Error("'axes' has a duplicate axis");n[r]=1}let r=0;for(let t=0;t<n.length;t++)0===n[t]&&(n[t]=e[r++]);if(r!==e.length)throw new Error("the unsqueezed dimension could not be established");return n}}t.ShapeUtil=d,t.MathUtil=class{static sqr(e,t,n,r,o){if(r<0||r>=t.length)throw new Error("sourceIndex out of bounds");if(n<0||n>=e.length)throw new Error("targetIndex out of bounds");if(r+o>t.length)throw new Error("source indices to be copied are outside bounds");if(n+o>e.length)throw new Error("target array is too small to hold result");for(let i=0;i<o;i++)e[n+i]+=Math.pow(t[r+i],2)}static axpy(e,t,n,r,o,i){if(r<0||r>=t.length)throw new Error("sourceIndex out of bounds");if(n<0||n>=e.length)throw new Error("targetIndex out of bounds");if(r+o>t.length)throw new Error("source indices to be copied are outside bounds");if(n+o>e.length)throw new Error("target array is too small to hold result");for(let a=0;a<o;a++)e[n+a]+=i*t[r+a]}static powx(e,t,n,r,o,i){if(r<0||r>=t.length)throw new Error("sourceIndex out of bounds");if(n<0||n>=e.length)throw new Error("targetIndex out of bounds");if(r+o>t.length)throw new Error("source indices to be copied are outside bounds");if(n+o>e.length)throw new Error("target array is too small to hold result");for(let a=0;a<o;a++)e[n+a]=Math.pow(t[r+a],i)}static mul(e,t,n,r,o){if(r<0||r>=t.length)throw new Error("sourceIndex out of bounds");if(n<0||n>=e.length)throw new Error("targetIndex out of bounds");if(r+o>t.length)throw new Error("source indices to be copied are outside bounds");if(n+o>e.length)throw new Error("target array is too small to hold result");for(let i=0;i<o;i++)e[n+i]=t[r+i]*e[n+i]}};class f{static splitShape(e,t,n,r){if(0===n.length){if(!r)throw new Error("need to know number of outputs when the 'split' attribute is not specified");f.determineSplit(e[t],r,n)}const o=[],i=[0];for(let r=0;r<n.length;++r){0!==r&&i.push(i[r-1]+n[r-1]);const a=e.slice();a[t]=n[r],o.push(a)}return[o,i]}static determineSplit(e,t,n){if(e%t!=0)throw new Error("cannot split tensor to equal sized parts");for(let r=0;r<t;++r)n.push(e/t)}}t.SplitUtil=f;class h{static calcReduce(e,t,n,r,o){const i=e.dims.slice(0);0===t.length&&i.forEach(((e,n)=>t.push(n)));const a=h.calcReduceShape(i,t,!0),u=d.size(a),c=new s.Tensor(a,e.type),p=d.computeStrides(a),f=d.computeStrides(i),g=new Array(i.length);for(let n=0;n<u;n++){const a=d.offsetToIndices(n,p);l.fillIndex(a,i,g),c.set(a,h.calcReduceByAxis(e.numberData,t,i,0,d.indicesToOffset(g,f),r,o))}return n?c:new s.Tensor(h.calcReduceShape(i,t,n),c.type,void 0,void 0,c.data,c.dataId)}static calcReduceByAxis(e,t,n,r,o,i,a){let s=0;if(r>=t.length)return i(e[o]);const u=t[r],l=u>=n.length?1:d.size(n.slice(u+1));for(let c=0;c<n[u];c++)s=0===c?h.calcReduceByAxis(e,t,n,r+1,o,i,a):a(s,h.calcReduceByAxis(e,t,n,r+1,o,i,a)),o+=l;return s}static calcReduceShape(e,t,n){const r=e.slice();for(let e=0;e<t.length;e++)r[t[e]]=n?1:0;return r.filter((e=>0!==e))}}t.ReduceUtil=h;class g{static adjustPoolAttributes(e,t,n,r,o,i){if(!e&&n.length!==t.length-2)throw new Error("length of specified kernel shapes should be 2 less than length of input dimensions");if(e)for(let e=0;e<t.length-2;e++)e>=n.length?n.push(t[e+2]):n[e]=t[e+2];for(let e=0;e<n.length;e++)if(e<r.length){if(r[e]<0)throw new Error("strides should be greater than or equal to 1")}else r.push(1);for(let e=0;e<n.length;e++)if(e<o.length){if(o[e]<0)throw new Error("dilations should be greater than or equal to 1")}else o.push(1);for(let e=0;e<2*n.length;e++)if(e<i.length){if(i[e]<0)throw new Error("pad should be greater than or equal to 1")}else i.push(0);for(let e=0;e<n.length;e++){if(n[e]<=0)throw new Error("kernel shapes need to be greater than 0");if(i[e]>=n[e]||i[e+n.length]>=n[e])throw new Error("pads should be smaller than kernel")}}static adjustPadsBasedOnAutoPad(e,t,n,r,o,i){if(i){if(o.length!==2*(e.length-2))throw new Error("length of pads should be twice the length of data dimensions");if(t.length!==e.length-2)throw new Error("length of strides should be the length of data dimensions");if(r.length!==e.length-2)throw new Error("length of kernel shapes should be the length of data dimensions");for(let a=0;a<e.length-2;a++)g.adjustPadAndReturnShape(e[a+2],t[a],n[a],r[a],o,a,a+e.length-2,i)}}static computePoolOutputShape(e,t,n,r,o,i,a){if(t.length<=0)throw new Error("input shape must be of size greater than 0");const s=[t[0],t[1]];return g.computeShapeHelper(e,t,s,n,r,o,i,a),s}static computeConvOutputShape(e,t,n,r,o,i,a){if(e.length<=0||t.length<=0)throw new Error("invalid input tensor dims or invalid filter tensor dims");const s=[e[0],t[0]];return g.computeShapeHelper(!1,e,s,n,r,o,i,a),s}static computeShapeHelper(e,t,n,r,o,i,a,s){if(e)for(let e=0;e<t.length-2;e++)n.push(1);else for(let e=0;e<t.length-2;e++)n.push(g.adjustPadAndReturnShape(t[e+2],r[e],o[e],i[e],a,e,e+t.length-2,s))}static adjustPadAndReturnShape(e,t,n,r,o,i,a,s){const u=n*(r-1)+1;if(!s||"NOTSET"===s)return Math.floor((e+o[i]+o[a]-u)/t+1);switch(s){case"VALID":return o[i]=0,o[a]=0,Math.floor((e-u)/t+1);case"SAME_LOWER":case"SAME_UPPER":if(1!==n)throw new Error("Dilation not supported for SAME_UPPER or SAME_LOWER");{const n=((e+t-1)/t-1)*t+r-e;return o[i]="SAME_LOWER"===s?Math.floor((n+1)/2):Math.floor(n/2),o[a]=n-o[i],Math.floor((e+n-r)/t+1)}default:throw new Error("Unsupported AutoPad type")}}}t.PoolConvUtil=g,t.MIN_CLIP=-34028234663852886e22,t.MAX_CLIP=34028234663852886e22,t.decodeUtf8String=function(e){return(new TextDecoder).decode(e)}},3838:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.WebGpuBackend=void 0;const r=n(8453),o=n(4955),i=n(7771),a=n(8510),s=n(8305);t.WebGpuBackend=class{constructor(){this.currentKernelId=null,this.commandEncoder=null,this.computePassEncoder=null,this.pendingDispatchNumber=0,this.profilingEnabled=!1}get currentKernelCustomData(){if(null===this.currentKernelId)throw new Error("currentKernelCustomData(): currentKernelId is null. (should not happen)");let e=this.kernelCustomData.get(this.currentKernelId);return e||(e={},this.kernelCustomData.set(this.currentKernelId,e)),e}async initialize(){if(!navigator.gpu)throw new Error("WebGpuBackend: WebGPU is not available.");const e=await navigator.gpu.requestAdapter();if(!e)throw new Error("WebGpuBackend: Failed to get GPU adapter.");const t={requiredLimits:{maxComputeWorkgroupStorageSize:e.limits.maxComputeWorkgroupStorageSize,maxComputeWorkgroupsPerDimension:e.limits.maxComputeWorkgroupsPerDimension,maxStorageBufferBindingSize:e.limits.maxStorageBufferBindingSize}};e.features.has("timestamp-query-inside-passes")&&"default"===r.env.webgpu.profilingMode&&(this.profilingEnabled=!0,t.requiredFeatures=["timestamp-query-inside-passes"]),this.device=await e.requestDevice(t),this.gpuDataManager=(0,i.createGpuDataManager)(this),this.programManager=new s.ProgramManager(this),this.kernels=new Map,this.kernelPersistentData=new Map,this.kernelCustomData=new Map,this.device.onuncapturederror=e=>{e.error instanceof GPUValidationError&&console.error(`An uncaught WebGPU validation error was raised: ${e.error.message}`)},this.profilingEnabled&&(this.profilingQuerySet=this.device.createQuerySet({type:"timestamp",count:2}))}dispose(){}getCommandEncoder(){return this.commandEncoder||(this.commandEncoder=this.device.createCommandEncoder()),this.commandEncoder}getComputePassEncoder(){return this.computePassEncoder||(this.computePassEncoder=this.getCommandEncoder().beginComputePass()),this.computePassEncoder}endComputePass(){this.computePassEncoder&&(this.computePassEncoder.end(),this.computePassEncoder=null)}flush(){this.endComputePass(),this.device.queue.submit([this.getCommandEncoder().finish()]),this.gpuDataManager.refreshPendingBuffers(),this.commandEncoder=null,this.pendingDispatchNumber=0}run(e,t,n,r,i){if(t.length!==e.inputTypes.length)throw new Error(`Input size must be equal to ${e.inputTypes.length}.`);const a=[];for(let e=0;e<t.length;++e){const n=this.gpuDataManager.get(t[e].data);if(!n)throw new Error(`no GPU data for input: ${t[e].data}`);a[e]=n}const s=((e,t,n)=>{const r=t.map((e=>`${e.join(",")}`)).join("_"),o=n.join("_");let i=e.name;return e.cacheHint&&(i+="["+e.cacheHint+"]"),i+=":"+r+";"+o,i})(e,t.map((e=>e.dims)),a.map((e=>e.type)));let u=this.programManager.getArtifact(s);const l=u?u.programInfo:"function"==typeof e.get?e.get():e,c=0===n.length?l.outputs.map(((e,t)=>t)):n;if(c.length!==l.outputs.length)throw new Error(`Output size ${c.length} must be equal to ${l.outputs.length}.`);const p=[],d=[];for(let e=0;e<l.outputs.length;++e){if(!Number.isInteger(c[e])||c[e]<-2||c[e]>=l.outputs.length)throw new Error(`Invalid output index: ${c[e]}`);const t=-1===c[e],n=-2===c[e],o=t||n?i(l.outputs[e].dataType,l.outputs[e].dims):r(c[e],l.outputs[e].dataType,l.outputs[e].dims),a=this.gpuDataManager.get(o.data);if(!a)throw new Error(`no GPU data for output: ${o.data}`);if(t&&this.temporaryData.push(a),n){let e=this.kernelPersistentData.get(this.currentKernelId);e||(e=[],this.kernelPersistentData.set(this.currentKernelId,e)),e.push(a)}p.push(o),d.push(a)}const f=this.programManager.normalizeDispatchGroupSize(l.dispatchGroup(t));return u||(u=this.programManager.build(l,f),this.programManager.setArtifact(s,u)),(0,o.LOG_DEBUG)("info",(()=>`[ProgramManager] run "${l.name}" (key=${s}) with ${f[0]}x${f[1]}x${f[2]}`)),this.programManager.run(u,a,d,f),p}upload(e,t){this.gpuDataManager.upload(e,t)}memcpy(e,t){this.gpuDataManager.memcpy(e,t)}async download(e,t){const n=await this.gpuDataManager.download(e);t().set(new Uint8Array(n))}alloc(e){return this.gpuDataManager.create(e).id}free(e){return this.gpuDataManager.release(e)}createKernel(e,t,n){const r=a.WEBGPU_OP_RESOLVE_RULES.get(e);if(!r)throw new Error(`kernel not implemented: ${e}`);this.kernels.set(t,[e,r[0],[r[1],n]])}releaseKernel(e){const t=this.kernelPersistentData.get(e);if(t){for(const e of t)this.gpuDataManager.release(e.id);this.kernelPersistentData.delete(e)}this.kernelCustomData.delete(e),this.kernels.delete(e)}computeKernel(e,t){const n=this.kernels.get(e);if(!n)throw new Error(`kernel not created: ${e}`);const[r,i,a]=n;if(null!==this.currentKernelId)throw new Error(`kernel "${r}" is not allowed to be called recursively`);this.currentKernelId=e,a[0]&&(a[1]=a[0](a[1]),a[0]=void 0),(0,o.LOG_DEBUG)("info",(()=>`[WebGPU] Start to run kernel "${r}"...`)),this.temporaryData=[];try{return i(t,a[1]),0}catch(e){return(0,o.LOG_DEBUG)("warning",`[WebGPU] Kernel "${r}" failed. Error: ${e}`),1}finally{for(const e of this.temporaryData)this.gpuDataManager.release(e.id);this.temporaryData=[],this.currentKernelId=null}}}},7675:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.init=void 0;const r=n(7917),o=n(3838),i=n(4955),a=n(6952);class s{constructor(e,t,n,r){this.module=e,this.dataType=t,this.data=n,this.dims=r}getFloat32Array(){return new Float32Array(this.module.HEAP8.buffer,this.data,a.ShapeUtil.size(this.dims))}reshape(e){if(a.ShapeUtil.size(e)!==a.ShapeUtil.size(this.dims))throw new Error("Invalid new shape");return new s(this.module,this.dataType,this.data,e)}}class u{get customData(){return this.backend.currentKernelCustomData}constructor(e,t,n){this.module=e,this.backend=t;const r=e.HEAPU32;let o=n>>2;this.opKernelContext=r[o++];const i=r[o++],a=[];for(let t=0;t<i;t++){const t=r[o++],n=r[o++],i=r[o++],u=[];for(let e=0;e<i;e++)u.push(r[o++]);a.push(new s(e,t,n,u))}this.inputs=a}compute(e,t){var n,o,i;const u=null!==(o=null===(n=null==t?void 0:t.inputs)||void 0===n?void 0:n.map((e=>"number"==typeof e?this.inputs[e]:e)))&&void 0!==o?o:this.inputs,l=null!==(i=null==t?void 0:t.outputs)&&void 0!==i?i:[];return this.backend.run(e,u,l,((e,t,n)=>new s(this.module,t,this.output(e,n),n)),((e,t)=>{const n=(0,r.getTensorElementSize)(e);if(!n)throw new Error(`Unsupported data type: ${e}`);const o=n*a.ShapeUtil.size(t);return new s(this.module,e,this.backend.gpuDataManager.create(o).id,t)}))}output(e,t){const n=this.module.stackSave();try{const n=this.module.stackAlloc(4*(1+t.length));let r=n>>2;this.module.HEAPU32[r++]=t.length;for(let e=0;e<t.length;e++)this.module.HEAPU32[r++]=t[e];return this.module._JsepOutput(this.opKernelContext,e,n)}finally{this.module.stackRestore(n)}}}t.init=async e=>{const t=e.jsepInit;if(t&&navigator.gpu){const n=new o.WebGpuBackend;await n.initialize(),t({backend:n},(e=>n.alloc(e)),(e=>n.free(e)),((t,r,o,a=!1)=>{if(a)(0,i.LOG_DEBUG)("verbose",(()=>`[WebGPU] jsepCopyGpuToGpu: src=${t}, dst=${r}, size=${o}`)),n.memcpy(t,r);else{(0,i.LOG_DEBUG)("verbose",(()=>`[WebGPU] jsepCopyCpuToGpu: dataOffset=${t}, gpuDataId=${r}, size=${o}`));const a=e.HEAPU8.subarray(t,t+o);n.upload(r,a)}}),(async(t,r,o)=>{(0,i.LOG_DEBUG)("verbose",(()=>`[WebGPU] jsepCopyGpuToCpu: gpuDataId=${t}, dataOffset=${r}, size=${o}`)),await n.download(t,(()=>e.HEAPU8.subarray(r,r+o)))}),((e,t,r)=>n.createKernel(e,t,r)),(e=>n.releaseKernel(e)),((t,r)=>{(0,i.LOG_DEBUG)("verbose",(()=>`[WebGPU] jsepRun: kernel=${t}, contextDataOffset=${r}`));const o=new u(e,n,r);return n.computeKernel(t,o)}))}}},4955:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.LOG_DEBUG=t.LOG=void 0;const r=n(8453),o=n(7917),i=["V","I","W","E","F"];t.LOG=(e,t)=>{const n=(0,o.logLevelStringToEnum)(e);var a,s;n>=(0,o.logLevelStringToEnum)(r.env.logLevel)&&(a=n,s="function"==typeof t?t():t,console.log(`[${i[a]},${(new Date).toISOString()}]${s}`))},t.LOG_DEBUG=(...e)=>{r.env.debug&&(0,t.LOG)(...e)}},6952:(e,t)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.MAX_CLIP=t.MIN_CLIP=t.GemmUtil=t.PoolConvUtil=t.ShapeUtil=t.BroadcastUtil=t.MatMulUtil=void 0;class n{static calcMatMulShape(e,t){return e[1]!==t[0]?void 0:[e[0],t[1]]}}t.MatMulUtil=n;class r{static calcShape(e,t,r=!1){const o=e.length,i=t.length;if(0===o)return t;if(0===i)return e;const a=Math.max(e.length,t.length),s=new Array(a);if(r){if(o<2||i<2)return;const r=n.calcMatMulShape([e[o-2],e[o-1]],[t[i-2],t[i-1]]);if(void 0===r)return;[s[a-2],s[a-1]]=r}for(let n=r?3:1;n<=a;n++){const r=o-n<0?1:e[o-n],u=i-n<0?1:t[i-n];if(r!==u&&r>1&&u>1)return;s[a-n]=Math.max(r,u)}return s}static isValidBroadcast(e,t){const n=e.length,r=t.length;if(n>r)return!1;for(let o=1;o<=n;o++)if(1!==e[n-o]&&e[n-o]!==t[r-o])return!1;return!0}}t.BroadcastUtil=r;class o{static size(e){return o.getSizeFromDimensionRange(e,0,e.length)}static sizeFromDimension(e,t){if(t<0||t>e.length)throw new Error(`invalid dimension of ${t} for sizeFromDimension as Tensor has ${e.length} dimensions.`);return o.getSizeFromDimensionRange(e,t,e.length)}static sizeToDimension(e,t){if(t<0||t>e.length)throw new Error(`invalid dimension of ${t} for sizeToDimension as Tensor has ${e.length} dimensions.`);return o.getSizeFromDimensionRange(e,0,t)}static getSizeFromDimensionRange(e,t,n){let r=1;for(let o=t;o<n;o++){if(e[o]<=0)throw new Error("cannot get valid size from specified dimension range. Most likely the range contains 0 or negative values in them.");r*=e[o]}return r}static computeStrides(e){const t=e.length;if(0===t)return[];if(1===t)return[1];const n=new Array(t);n[t-1]=1,n[t-2]=e[t-1];for(let r=t-3;r>=0;--r)n[r]=n[r+1]*e[r+1];return n}static normalizeAxis(e,t){if(e<-t&&e>=t)throw new Error("unsupported axis for this operation.");return e<0?e+t:e}static normalizeAxes(e,t){return e.map((n=>this.normalizeAxis(n,null!=t?t:e.length)))}static sortBasedOnPerm(e,t){return t?t.map((t=>e[t])):e.slice().reverse()}static padShape(e,t){const n=e.length;return e.map(((e,r)=>e+t[r]+t[r+n]))}static areEqual(e,t){return e.length===t.length&&e.every(((e,n)=>e===t[n]))}}t.ShapeUtil=o;class i{static adjustPoolAttributes(e,t,n,r,o,i){if(!e&&n.length!==t.length-2)throw new Error("length of specified kernel shapes should be 2 less than length of input dimensions");if(e)for(let e=0;e<t.length-2;e++)e>=n.length?n.push(t[e+2]):n[e]=t[e+2];for(let e=0;e<n.length;e++)if(e<r.length){if(r[e]<0)throw new Error("strides should be greater than or equal to 1")}else r.push(1);for(let e=0;e<n.length;e++)if(e<o.length){if(o[e]<0)throw new Error("dilations should be greater than or equal to 1")}else o.push(1);for(let e=0;e<2*n.length;e++)if(e<i.length){if(i[e]<0)throw new Error("pad should be greater than or equal to 1")}else i.push(0);for(let e=0;e<n.length;e++){if(n[e]<=0)throw new Error("kernel shapes need to be greater than 0");if(i[e]>=n[e]||i[e+n.length]>=n[e])throw new Error("pads should be smaller than kernel")}}static adjustPadsBasedOnAutoPad(e,t,n,r,o,a,s){if(s){if(o.length!==2*(e.length-2))throw new Error("length of pads should be twice the length of data dimensions");if(t.length!==e.length-2)throw new Error("length of strides should be the length of data dimensions");if(r.length!==e.length-2)throw new Error("length of kernel shapes should be the length of data dimensions");for(let u=0;u<e.length-2;u++)i.adjustPadAndReturnShape(e[u+(a?1:2)],t[u],n[u],r[u],o,u,u+e.length-2,s)}}static computePoolOutputShape(e,t,n,r,o,a,s){if(t.length<=0)throw new Error("input shape must be of size greater than 0");const u=[t[0],t[1]];return i.computeShapeHelper(e,t,u,n,r,o,a,s),u}static computeConvOutputShape(e,t,n,r,o,a,s){if(e.length<=0||t.length<=0)throw new Error("invalid input tensor dims or invalid filter tensor dims");const u=[e[0],t[0]];return i.computeShapeHelper(!1,e,u,n,r,o,a,s),u}static computeShapeHelper(e,t,n,r,o,a,s,u){if(e)for(let e=0;e<t.length-2;e++)n.push(1);else for(let e=0;e<t.length-2;e++)n.push(i.adjustPadAndReturnShape(t[e+2],r[e],o[e],a[e],s,e,e+t.length-2,u))}static adjustPadAndReturnShape(e,t,n,r,o,i,a,s){const u=n*(r-1)+1;if(!s||"NOTSET"===s)return Math.floor((e+o[i]+o[a]-u)/t+1);switch(s){case"VALID":return o[i]=0,o[a]=0,Math.floor((e-u)/t+1);case"SAME_LOWER":case"SAME_UPPER":if(1!==n)throw new Error("Dilation not supported for SAME_UPPER or SAME_LOWER");{const n=((e+t-1)/t-1)*t+r-e;return o[i]="SAME_LOWER"===s?Math.floor((n+1)/2):Math.floor(n/2),o[a]=n-o[i],Math.floor((e+n-r)/t+1)}default:throw new Error("Unsupported AutoPad type")}}}t.PoolConvUtil=i,t.GemmUtil=class{static getShapeOfGemmResult(e,t,n,o,i){if(2!==e.length||2!==n.length)throw new Error("shape need to be of size 2");let a,s,u;t?(a=e[1],s=e[0]):(a=e[0],s=e[1]);let l=-1;if(o?(u=n[0],l=1):(u=n[1],l=0),n[l]!==s)throw new Error("dimension mismatch");if(a<=0||u<=0||s<=0)throw new Error("invalid shape specified");if(i&&!r.isValidBroadcast(i,[a,u]))throw new Error("gemm: invalid bias shape for broadcast");return[a,u,s]}},t.MIN_CLIP=-34028234663852886e22,t.MAX_CLIP=34028234663852886e22},387:(e,t)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.createAttributeWithCacheKey=void 0;class n{constructor(e){Object.assign(this,e)}get cacheKey(){return this._cacheKey||(this._cacheKey=Object.getOwnPropertyNames(this).sort().map((e=>`${this[e]}`)).join(";")),this._cacheKey}}t.createAttributeWithCacheKey=e=>new n(e)},7771:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.createGpuDataManager=void 0;const r=n(4955),o=n(1163),i=e=>16*Math.ceil(e/16);let a=0;class s{constructor(e){this.backend=e,this.storageCache=new Map,this.downloadCache=new Map,this.buffersForUploadingPending=[],this.buffersPending=[]}upload(e,t){const n=t.buffer,o=t.byteOffset,a=t.byteLength,s=i(a),u=this.storageCache.get(e);if(!u)throw new Error("gpu data for uploading does not exist");if(u.originalSize!==a)throw new Error(`inconsistent data size. gpu data size=${u.originalSize}, data size=${a}`);const l=this.backend.device.createBuffer({mappedAtCreation:!0,size:s,usage:GPUBufferUsage.MAP_WRITE|GPUBufferUsage.COPY_SRC}),c=l.getMappedRange();new Uint8Array(c).set(new Uint8Array(n,o,a)),l.unmap();const p=this.backend.getCommandEncoder();this.backend.endComputePass(),p.copyBufferToBuffer(l,0,u.gpuData.buffer,0,s),(0,r.LOG_DEBUG)("verbose",(()=>`[WebGPU] GpuDataManager.upload(id=${e})`)),this.buffersForUploadingPending.push(l)}memcpy(e,t){const n=this.storageCache.get(e);if(!n)throw new Error("source gpu data for memcpy does not exist");const r=this.storageCache.get(t);if(!r)throw new Error("destination gpu data for memcpy does not exist");if(n.originalSize!==r.originalSize)throw new Error("inconsistent source and destination gpu data size");const o=i(n.originalSize);this.backend.getCommandEncoder().copyBufferToBuffer(n.gpuData.buffer,0,r.gpuData.buffer,0,o)}create(e,t=GPUBufferUsage.STORAGE|GPUBufferUsage.COPY_SRC|GPUBufferUsage.COPY_DST){const n=i(e),s=this.backend.device.createBuffer({size:n,usage:t}),u={id:a++,type:o.GpuDataType.default,buffer:s};return this.storageCache.set(u.id,{gpuData:u,originalSize:e}),(0,r.LOG_DEBUG)("verbose",(()=>`[WebGPU] GpuDataManager.create(size=${e}) => id=${u.id}`)),u}get(e){var t;return null===(t=this.storageCache.get(e))||void 0===t?void 0:t.gpuData}release(e){const t=this.storageCache.get(e);if(!t)throw new Error("releasing data does not exist");return(0,r.LOG_DEBUG)("verbose",(()=>`[WebGPU] GpuDataManager.release(id=${e}), gpuDataId=${t.gpuData.id}`)),this.storageCache.delete(e),this.buffersPending.push(t.gpuData.buffer),this.downloadCache.get(e)&&this.downloadCache.delete(e),t.originalSize}async download(e){const t=this.downloadCache.get(e);if(t)return t.data;const n=this.storageCache.get(e);if(!n)throw new Error("data does not exist");const r=this.backend.getCommandEncoder();this.backend.endComputePass();const o=this.backend.device.createBuffer({size:n.originalSize,usage:GPUBufferUsage.COPY_DST|GPUBufferUsage.MAP_READ});r.copyBufferToBuffer(n.gpuData.buffer,0,o,0,n.originalSize),this.backend.flush();const i=new Promise((e=>{o.mapAsync(GPUMapMode.READ).then((()=>{const t=o.getMappedRange().slice(0);o.destroy(),e(t)}))}));return this.downloadCache.set(e,{data:i}),i}refreshPendingBuffers(){for(const e of this.buffersForUploadingPending)e.destroy();for(const e of this.buffersPending)e.destroy()}}t.createGpuDataManager=(...e)=>new s(...e)},8510:function(e,t,n){"use strict";var r=this&&this.__createBinding||(Object.create?function(e,t,n,r){void 0===r&&(r=n);var o=Object.getOwnPropertyDescriptor(t,n);o&&!("get"in o?!t.__esModule:o.writable||o.configurable)||(o={enumerable:!0,get:function(){return t[n]}}),Object.defineProperty(e,r,o)}:function(e,t,n,r){void 0===r&&(r=n),e[r]=t[n]}),o=this&&this.__setModuleDefault||(Object.create?function(e,t){Object.defineProperty(e,"default",{enumerable:!0,value:t})}:function(e,t){e.default=t}),i=this&&this.__importStar||function(e){if(e&&e.__esModule)return e;var t={};if(null!=e)for(var n in e)"default"!==n&&Object.prototype.hasOwnProperty.call(e,n)&&r(t,e,n);return o(t,e),t};Object.defineProperty(t,"__esModule",{value:!0}),t.WEBGPU_OP_RESOLVE_RULES=void 0;const a=i(n(504)),s=n(9770),u=n(4271),l=n(1522),c=i(n(5262)),p=n(2625),d=i(n(9302));t.WEBGPU_OP_RESOLVE_RULES=new Map([["Abs",[d.abs]],["Acos",[d.acos]],["Acosh",[d.acosh]],["Add",[a.add]],["Asin",[d.asin]],["Asinh",[d.asinh]],["Atan",[d.atan]],["Atanh",[d.atanh]],["AveragePool",[c.averagePool,c.parseAveragePoolAttributes]],["Ceil",[d.ceil]],["ClipV10",[d.clipV10]],["Clip",[d.clip]],["Conv",[s.conv,s.parseConvAttributes]],["Cos",[d.cos]],["Cosh",[d.cosh]],["Div",[a.div]],["Elu",[d.elu,d.parseAlphaAttributes]],["Erf",[d.erf]],["Exp",[d.exp]],["Floor",[d.floor]],["Gemm",[u.gemm,u.parseGemmAttributes]],["GlobalAveragePool",[c.globalAveragePool,c.parseGlobalAveragePoolAttributes]],["GlobalMaxPool",[c.globalMaxPool,c.parseGlobalMaxPoolAttributes]],["LeakyRelu",[d.leakyRelu,d.parseAlphaAttributes]],["MatMul",[l.matMul]],["MaxPool",[c.maxPool,c.parseMaxPoolAttributes]],["Mul",[a.mul]],["Neg",[d.neg]],["Pow",[a.pow]],["Reciprocal",[d.reciprocal]],["Relu",[d.relu]],["Sigmoid",[d.sigmoid]],["Sin",[d.sin]],["Sinh",[d.sinh]],["Sqrt",[d.sqrt]],["Sub",[a.sub]],["Tan",[d.tan]],["Tanh",[d.tanh]],["ThresholdedRelu",[d.thresholdedRelu,d.parseAlphaAttributes]],["Transpose",[p.transpose,p.parseTransposeAttributes]]])},1427:(e,t)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.biasActivationSnippet=t.activationFnSnippet=t.typeSnippet=void 0,t.typeSnippet=e=>{switch(e){case 1:return"f32";case 2:return"vec2<f32>";case 3:return"vec3<f32>";case 4:return"vec4<f32>";default:throw new Error(`${e}-component is not supported.`)}},t.activationFnSnippet=(e,t=!1,n=!1,r=3)=>"",t.biasActivationSnippet=(e,t)=>`\n      ${e?"value = value + getBiasByOutputCoords(coords);":""}\n      ${t?"value = activation(value, coords);":""}\n      `},9456:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.createConv2DMatMulProgramInfo=void 0;const r=n(4955),o=n(6952),i=n(1163),a=n(1427),s=n(4085),u=n(158);t.createConv2DMatMulProgramInfo=(e,t,n,l,c,p,d,f,h)=>{const g="NHWC"===n.format,m=g?e[0].dims[3]:e[0].dims[1],b=l[0],y=g?l[2]:l[3],w=g?l[1]:l[2],_=g?l[3]:l[1],v=((m%4==0||m%3==0)&&g||y%4==0&&!g)&&_%4==0,x=g?_:y*w,T=g?y*w:_,S=v?[8,8,1]:[x<=4?4:16,x>4&&T<=4?4:16,1],O=v?[4,4,1]:[x<=4?1:2,x>4&&T<=4?1:2,1],A=[Math.ceil(x/S[0]/O[0]),Math.ceil(T/S[1]/O[1]),Math.ceil(b/S[2]/O[1])];(0,r.LOG_DEBUG)("verbose",(()=>`[conv2d_mm_webgpu] dispatch = ${A}`));const E=v?g&&m%4!=0?3:4:O[0],I=S[1]*O[1],$=S[0]*O[0],P=Math.max(S[0]*E,S[1]),D=c%I==0,k=p%$==0,C=d%P==0,R=v?[E,4,4]:[1,1,1],M=[`@group(0) @binding(0) var<storage, read> x: array<${v&&4===E?"vec4<f32>":"f32"}>;`,`@group(0) @binding(1) var<storage, read> w: array<${v?"vec4<f32>":"f32"}>;`];let N=`\n      fn setOutputAtIndex(flatIndex : i32, value : ${v?"vec4<f32>":"f32"}) {\n        result[flatIndex] = ${v?"vec4<f32>":"f32"}(value);\n      }\n      fn setOutputAtCoords(d0 : i32, d1 : i32, d2 : i32, d3 : i32, value : ${v?"vec4<f32>":"f32"}) {\n        let flatIndex = getOutputIndexFromCoords(vec4<i32>(d0, d1, d2, d3));\n        setOutputAtIndex(flatIndex ${v?"/ 4":""}, value);\n      }`;return f&&(M.push(`@group(0) @binding(2) var<storage, read> bias: array<${v?"vec4<f32>":"f32"}>;`),N+=`\n        fn getBiasByOutputCoords(coords : vec4<i32>) -> ${v?"vec4<f32>":"f32"} {\n          return bias[coords.${g?"w":"y"}${v?"/ 4":""}];\n        }`),Object.assign(Object.assign({},t),{outputs:[{dims:l,dataType:e[0].dataType,gpuDataType:i.GpuDataType.default}],dispatchGroup:()=>({x:A[0],y:A[1],z:A[2]}),getShaderSource:()=>`\n        ${s.utilFunctions}\n        //struct Uniforms { xShape : vec4<i32>, wShape : vec4<i32>, outShape : vec4<i32>,\n        //  outShapeStrides: vec3<i32>, filterDims : vec2<i32>, pad : vec2<i32>, stride : vec2<i32>,\n        //  dilation : vec2<i32>, dimAOuter : i32, dimBOuter : i32, dimInner : i32 };\n        ${M.join("")}\n        @group(0) @binding(${M.length}) var<storage, read_write> result: array<${v?"vec4<f32>":"f32"}>;\n        //@group(0) @binding(${M.length+1}) var<uniform> uniforms: Uniforms;\n\n        const xShape : vec4<i32> = vec4<i32>(${e[0].dims.join(",")});\n        const wShape : vec4<i32> = vec4<i32>(${e[1].dims.join(",")});\n        const outShape : vec4<i32> = vec4<i32>(${l.join(",")});\n        const outShapeStrides : vec3<i32> = vec3<i32>(${o.ShapeUtil.computeStrides(l).slice(0,3).join(",")});\n        const filterDims : vec2<i32> = vec2<i32>(${n.kernelShape[0]}, ${n.kernelShape[1]});\n        const pad : vec2<i32> = vec2<i32>(${n.pads[0]}, ${n.pads[1]});\n        const stride : vec2<i32> = vec2<i32>(${n.strides[0]}, ${n.strides[1]});\n        const dilation : vec2<i32> = vec2<i32>(${n.dilations[0]}, ${n.dilations[1]});\n        const dimAOuter : i32 = ${c};\n        const dimBOuter : i32 = ${p};\n        const dimInner : i32 = ${d};\n        ${N}\n        ${((e,t,n,r,o=!1,i,s=!1,u=4,l=4,c=4)=>{const p=e?"\n    let coord = vec4<i32>(batch, xRow, xCol, xCh);\n    ":"\n    let coord = vec4<i32>(batch, xCh, xRow, xCol);\n    ",d=e?"\n    let coords = vec4<i32>(\n      batch,\n      row / outWidth,\n      row % outWidth,\n      col);\n    ":"\n    let coords = vec4<i32>(\n      batch,\n      row,\n      col / outWidth,\n      col % outWidth);\n    ",f=e?"xShape[1]":"xShape[2]",h=e?"xShape[2]":"xShape[3]",g=e?"row":"col",m=e?"col":"row",b=`\n    let inChannels = wShape[2];\n    let outWidth = ${e?"outShape[2]":"outShape[3]"};\n    let outRow = ${g} / outWidth;\n    let outCol = ${g} % outWidth;\n\n    let WRow = ${m} / (filterDims[1] * inChannels);\n    let WCol = ${m} / inChannels % filterDims[1];\n    let xRow = outRow * stride[0] + dilation[0] * WRow - pad[0];\n    let xCol = outCol * stride[1] + dilation[1] * WCol - pad[1];\n    let xCh = ${m} % inChannels;\n    var resData = ${(0,a.typeSnippet)(u)}(0.0);\n    // The bounds checking is always needed since we use it to pad zero for\n    // the 'same' padding type.\n    if (xRow >= 0 && xRow < ${f} && xCol >= 0 && xCol < ${h}) {\n      ${p}\n      let xIndex = getIndexFromCoords4D(coord, xShape);\n      ${(e=>{switch(e){case 1:return"resData = x[xIndex];";case 3:return"resData = vec3<f32>(x[xIndex], x[xIndex + 1], x[xIndex + 2]);";case 4:return"resData = x[xIndex / 4];";default:throw new Error(`innerElementSize ${e} is not supported.`)}})(u)}\n    }\n    return resData;`,y=e?t&&r?`\n    let col = colIn * ${u};\n    ${b}`:`\n    let col = colIn * ${u};\n    if (row < dimAOuter && col < dimInner) {\n      ${b}\n    }\n    return ${(0,a.typeSnippet)(u)}(0.0);`:r&&n?`\n    let col = colIn * ${u};\n    ${b}`:`\n    let col = colIn * ${u};\n    if (row < dimInner && col < dimBOuter) {\n      ${b}\n    }\n    return ${(0,a.typeSnippet)(u)}(0.0);`,w=`${(e=>{switch(e){case 1:return"return w[row * wShape[3] + colIn];";case 4:return"return w[row * wShape[3] / 4 + colIn];";default:throw new Error(`innerElementSize ${e} is not supported.`)}})(l)}`,_=(0,a.typeSnippet)(c),v=e?(0,a.typeSnippet)(u):(0,a.typeSnippet)(l),x=e?(0,a.typeSnippet)(l):(0,a.typeSnippet)(u);return`\n    ${(0,a.activationFnSnippet)(i,s,4===c,4)}\n    fn mm_readA(batch: i32, row : i32, colIn : i32) -> ${v} {\n      ${e?y:w}\n    }\n\n    fn mm_readB(batch: i32, row : i32, colIn : i32) -> ${x} {\n      ${e?w:y}\n    }\n\n    fn mm_write(batch: i32, row : i32, colIn : i32, valueIn : ${_}) {\n      let col = colIn * ${c};\n      if (row < dimAOuter && col < dimBOuter)\n      {\n      var value = valueIn;\n      let outWidth = ${e?"outShape[2]":"outShape[3]"};\n      ${d}\n      ${(0,a.biasActivationSnippet)(o,i)}\n      setOutputAtCoords(coords[0], coords[1], coords[2], coords[3], value);\n      }\n    }`})(g,D,k,C,f,void 0,!1,R[0],R[1],R[2])}\n            ${v?(0,u.makeMatMulPackedVec4Source)(O,S,!g,P):(0,u.makeMatMulPackedSource)(O,S,!g,P,!1,void 0,h)}`})}},4085:(e,t)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.utilFunctions=void 0,t.utilFunctions="\nfn getIndexFromCoords4D(coords : vec4<i32>, shape : vec4<i32>) -> i32 {\n  return dot(coords, vec4<i32>(\n      shape.y * shape.z * shape.w, shape.z * shape.w, shape.w, 1));\n}\nfn getOutputIndexFromCoords(coords : vec4<i32>) -> i32 {\n  return dot(coords, vec4<i32>(\n    outShapeStrides.x, outShapeStrides.y, outShapeStrides.z, 1));\n}\n"},158:(e,t)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.makeMatMulPackedSource=t.makeMatMulPackedVec4Source=void 0,t.makeMatMulPackedVec4Source=(e,t,n=!1,r=32,o=!1,i=32,a=!1)=>{const s=t[1]*e[1],u=t[0]*e[0],l=n?s:r,c=n?r:s,p=l/t[0],d=r/t[1];if((!n||4!==p||4!==e[1])&&(n||3!==p&&4!==p)||l%t[0]!=0||r%t[1]!=0||4!==e[0])throw new Error(`If transposeA ${n} is true, innerElementSize ${p} and workPerThread[1] ${e[1]} must be 4.\n      Otherwise, innerElementSize ${p} must be 3 or 4.\n  tileAWidth ${l} must be divisible by workgroupSize[0]${t[0]}. tileInner ${r} must be divisible by workgroupSize[1] ${t[1]}. colPerThread ${e[0]} must be 4.`);return`\nvar<workgroup> mm_Asub : array<array<vec${p}<f32>, ${l/p}>, ${c}>;\nvar<workgroup> mm_Bsub : array<array<vec4<f32>, ${u/e[0]}>, ${r}>;\n\nconst rowPerThread = ${e[1]};\nconst colPerThread = ${e[0]};\nconst innerElementSize = ${p};\nconst tileInner = ${r};\n\n@compute @workgroup_size(${t[0]}, ${t[1]}, ${t[2]})\nfn main(@builtin(local_invocation_id) localId : vec3<u32>,\n        @builtin(global_invocation_id) globalId : vec3<u32>,\n        @builtin(workgroup_id) workgroupId : vec3<u32>) {\n  let localRow = i32(localId.y);\n  let tileRow = ${a?"0":"localRow * rowPerThread"};\n  let tileCol = i32(localId.x);\n\n  let globalRow = ${a?"0":"i32(globalId.y) * rowPerThread"};\n  let globalCol = i32(globalId.x);\n  let batch = ${o?"0":"i32(globalId.z)"};\n  let globalRowStart = i32(workgroupId.y) * ${s};\n\n  let numTiles = ${o?`${Math.ceil(i/r)}`:"(dimInner - 1) / tileInner + 1"};\n  var kStart = ${o?`i32(globalId.z) * ${i}`:"0"};\n\n  var acc: array<vec4<f32>, rowPerThread>;\n\n  // Loop over shared dimension.\n  let tileRowB = localRow * ${d};\n  for (var t = 0; t < numTiles; t = t + 1) {\n      // Load one tile of A into local memory.\n      for (var innerRow = 0; innerRow < rowPerThread; innerRow = innerRow + 1) {\n          let inputRow = tileRow + innerRow;\n          let inputCol = tileCol;\n          ${f=n,f?"\n        mm_Asub[inputRow][inputCol] = mm_readA(batch,\n          kStart + inputRow,\n          globalRowStart / innerElementSize + inputCol);\n        ":"\n        mm_Asub[inputRow][inputCol] = mm_readA(batch,\n          globalRow + innerRow,\n          kStart / innerElementSize + inputCol);\n        "}\n      }\n\n      // Load one tile of B into local memory.\n      for (var innerRow = 0; innerRow < ${d}; innerRow = innerRow + 1) {\n          let inputRow = tileRowB + innerRow;\n          let inputCol = tileCol;\n          mm_Bsub[inputRow][inputCol] = mm_readB(batch, kStart + inputRow, globalCol);\n      }\n      kStart = kStart + tileInner;\n      workgroupBarrier();\n\n      // Compute acc values for a single thread.\n      for (var k = 0; k < tileInner / innerElementSize; k = k + 1) {\n          let BCached0 = mm_Bsub[k * innerElementSize][tileCol];\n          let BCached1 = mm_Bsub[k * innerElementSize + 1][tileCol];\n          let BCached2 = mm_Bsub[k * innerElementSize + 2][tileCol];\n          ${3===p?"":"let BCached3 = mm_Bsub[k * innerElementSize + 3][tileCol];"}\n\n          ${((e,t)=>e?`\n        let ACached0 = mm_Asub[k * innerElementSize][localRow];\n        let ACached1 = mm_Asub[k * innerElementSize + 1][localRow];\n        let ACached2 = mm_Asub[k * innerElementSize + 2][localRow];\n        ${3===t?"":"let ACached3 = mm_Asub[k * innerElementSize + 3][localRow];"}\n        for (var i = 0; i < rowPerThread; i = i + 1) {\n          acc[i] = BCached0 * ACached0[i] + acc[i];\n          acc[i] = BCached1 * ACached1[i] + acc[i];\n          acc[i] = BCached2 * ACached2[i] + acc[i];\n          ${3===t?"":"acc[i] = BCached3 * ACached3[i] + acc[i];"}\n        }`:`\n        for (var i = 0; i < rowPerThread; i = i + 1) {\n          let ACached = mm_Asub[tileRow + i][k];\n          acc[i] = BCached0 * ACached.x + acc[i];\n          acc[i] = BCached1 * ACached.y + acc[i];\n          acc[i] = BCached2 * ACached.z + acc[i];\n          ${3===t?"":"acc[i] = BCached3 * ACached.w + acc[i];"}\n        }`)(n,p)}\n      }\n\n      workgroupBarrier();\n  }\n\n  for (var innerRow = 0; innerRow < rowPerThread; innerRow = innerRow + 1) {\n      mm_write(batch, globalRow + innerRow, globalCol, acc[innerRow]);\n  }\n}`;var f};const n=e=>e?"\n            mm_Asub[inputRow][inputCol] = mm_readA(batch,\n              kStart + inputRow,\n              globalRowStart + inputCol);\n            ":"\n            mm_Asub[inputRow][inputCol] = mm_readA(batch,\n              globalRowStart + inputRow,\n              kStart + inputCol);\n            ";t.makeMatMulPackedSource=(e,t,r=!1,o=32,i=!1,a=32,s=!1)=>{const u=e[1]*t[1],l=e[0]*t[0],c=r?u:o,p=r?o:u;if(p%t[1]!=0||c%t[0]!=0||o%t[1]!=0)throw new Error(`tileAHight ${p} must be divisible by workgroupSize[1]${t[1]}, tileAWidth ${c} must be divisible by workgroupSize[0]${t[0]}, tileInner ${o} must be divisible by workgroupSize[1]${t[1]}`);const d=p/t[1],f=c/t[0],h=o/t[1],g=s?`\n    let localRow = i32(localId.y);\n    let localCol = i32(localId.x);\n    let globalRowStart = i32(workgroupId.y) * ${u};\n    let globalColStart = i32(workgroupId.x) * ${l};\n\n    // Loop over shared dimension.\n    for (var t = 0; t < numTiles; t = t + 1) {\n      // Load one tile of A into local memory.\n      for (var inputRow = localRow; inputRow < ${p}; inputRow = inputRow + ${t[1]}) {\n        for (var inputCol = localCol; inputCol < ${c}; inputCol = inputCol + ${t[0]}) {\n          ${n(r)}\n        }\n      }\n      // Load one tile of B into local memory.\n      for (var inputRow = localRow; inputRow < ${o}; inputRow = inputRow + ${t[1]}) {\n            for (var inputCol = localCol; inputCol < ${l}; inputCol = inputCol + ${t[0]}) {\n          mm_Bsub[inputRow][inputCol] = mm_readB(batch,\n            kStart + inputRow,\n            globalColStart + inputCol);\n        }\n      }\n      kStart = kStart + tileInner;\n      workgroupBarrier();\n\n      // Compute acc values for a single thread.\n      var BCached : array<f32, colPerThread>;\n      for (var k = 0; k < tileInner; k = k + 1) {\n        for (var inner = 0; inner < colPerThread; inner = inner + 1) {\n          BCached[inner] = mm_Bsub[k][localCol + inner * ${t[0]}];\n        }\n        for (var innerRow = 0; innerRow < rowPerThread; innerRow = innerRow + 1) {\n          let ACached = ${r?`mm_Asub[k][localRow + innerRow * ${t[1]}];`:`mm_Asub[localRow + innerRow * ${t[1]}][k];`}\n          for (var innerCol = 0; innerCol < colPerThread; innerCol = innerCol + 1) {\n            acc[innerRow][innerCol] = acc[innerRow][innerCol] +\n                ACached * BCached[innerCol];\n          }\n        }\n      }\n      workgroupBarrier();\n    }\n    for (var innerRow = 0; innerRow < rowPerThread; innerRow = innerRow + 1) {\n      let gRow = globalRowStart + localRow + innerRow * ${t[1]};\n      for (var innerCol = 0; innerCol < colPerThread; innerCol = innerCol + 1) {\n        let gCol = globalColStart + localCol + innerCol * ${t[0]};\n        mm_write(batch, gRow, gCol, acc[innerRow][innerCol]);\n      }\n    }\n    `:`\nlet tileRow = i32(localId.y) * rowPerThread;\nlet tileCol = i32(localId.x) * colPerThread;\n\nlet globalRow = i32(globalId.y) * rowPerThread;\nlet globalCol = i32(globalId.x) * colPerThread;\nlet globalRowStart = i32(workgroupId.y) * ${u};\n\nlet tileRowA = i32(localId.y) * ${d};\nlet tileColA = i32(localId.x) * ${f};\nlet tileRowB = i32(localId.y) * ${h};\n// Loop over shared dimension.\nfor (var t = 0; t < numTiles; t = t + 1) {\n  // Load one tile of A into local memory.\n  for (var innerRow = 0; innerRow < ${d}; innerRow = innerRow + 1) {\n    for (var innerCol = 0; innerCol < ${f}; innerCol = innerCol + 1) {\n      let inputRow = tileRowA + innerRow;\n      let inputCol = tileColA + innerCol;\n      ${n(r)}\n    }\n  }\n\n  // Load one tile of B into local memory.\n  for (var innerRow = 0; innerRow < ${h}; innerRow = innerRow + 1) {\n    for (var innerCol = 0; innerCol < colPerThread; innerCol = innerCol + 1) {\n      let inputRow = tileRowB + innerRow;\n      let inputCol = tileCol + innerCol;\n      mm_Bsub[inputRow][inputCol] = mm_readB(batch,\n        kStart + inputRow,\n        globalCol + innerCol);\n    }\n  }\n  kStart = kStart + tileInner;\n  workgroupBarrier();\n\n  // Compute acc values for a single thread.\n  var BCached : array<f32, colPerThread>;\n  for (var k = 0; k < tileInner; k = k + 1) {\n    for (var inner = 0; inner < colPerThread; inner = inner + 1) {\n      BCached[inner] = mm_Bsub[k][tileCol + inner];\n    }\n\n    for (var innerRow = 0; innerRow < rowPerThread; innerRow = innerRow + 1) {\n      ${(e=>e?"let ACached = mm_Asub[k][tileRow + innerRow];":"let ACached = mm_Asub[tileRow + innerRow][k];")(r)}\n      for (var innerCol = 0; innerCol < colPerThread; innerCol = innerCol + 1) {\n        acc[innerRow][innerCol] = acc[innerRow][innerCol] + ACached * BCached[innerCol];\n      }\n    }\n  }\n\n  workgroupBarrier();\n}\n\nfor (var innerRow = 0; innerRow < rowPerThread; innerRow = innerRow + 1) {\n  for (var innerCol = 0; innerCol < colPerThread; innerCol = innerCol + 1) {\n    mm_write(batch, globalRow + innerRow, globalCol + innerCol,\n        acc[innerRow][innerCol]);\n  }\n}\n`;return`\n  var<workgroup> mm_Asub : array<array<f32, ${c}>, ${p}>;\n  var<workgroup> mm_Bsub : array<array<f32, ${l}>, ${o}>;\n  const rowPerThread = ${e[1]};\n  const colPerThread = ${e[0]};\n  const tileInner = ${o};\n\n@compute @workgroup_size(${t[0]}, ${t[1]}, ${t[2]})\nfn main(@builtin(local_invocation_id) localId : vec3<u32>,\n        @builtin(global_invocation_id) globalId : vec3<u32>,\n        @builtin(workgroup_id) workgroupId : vec3<u32>) {\n    let batch = ${i?"0":"i32(globalId.z)"};\n    let numTiles = ${i?`${Math.ceil(a/o)}`:"(dimInner - 1) / tileInner + 1"};\n    var kStart = ${i?`i32(globalId.z) * ${a}`:"0"};\n\n    var acc : array<array<f32, colPerThread>, rowPerThread>;\n\n    // Without this initialization strange values show up in acc.\n    for (var innerRow = 0; innerRow < rowPerThread; innerRow = innerRow + 1) {\n      for (var innerCol = 0; innerCol < colPerThread; innerCol = innerCol + 1) {\n        acc[innerRow][innerCol] = 0.0;\n      }\n    }\n    ${g}\n  }\n`}},504:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.sub=t.pow=t.mul=t.div=t.add=void 0;const r=n(6952),o=n(1163),i=n(2075),a=(e,t,n,a,s)=>{const u={name:t,inputTypes:[o.GpuDataType.default,o.GpuDataType.default],cacheHint:s};return Object.assign(Object.assign({},u),{get:()=>((e,t,n,a,s,u=t.dataType)=>{var l,c;const p=!r.ShapeUtil.areEqual(t.dims,n.dims);let d=t.dims,f=r.ShapeUtil.size(t.dims),h=!1;if(p){const e=r.BroadcastUtil.calcShape(t.dims,n.dims,!1);if(!e)throw new Error("Can't perform binary op on the given tensors");d=e,f=r.ShapeUtil.size(d);let o=1;for(let e=0;e<d.length;e++){const r=null!==(l=t.dims[t.dims.length-e])&&void 0!==l?l:1;if(r!==(null!==(c=n.dims[n.dims.length-e])&&void 0!==c?c:1))break;o*=r}o%4==0&&(h=!0)}else h=!0;return Object.assign(Object.assign({},e),{getShaderSource:e=>((e,t,n,o,a,s,u,l,c="f32",p="f32",d="f32")=>{const f=r.ShapeUtil.size(o),h=Math.ceil(f/4);let g,m;"string"==typeof u?g=m=(e,t)=>`${u}((${e}),(${t}))`:"function"==typeof u?g=m=u:(g=u.scalar,m=u.vector);let b="";const y=(0,i.createIndicesHelper)("output",o);if(s){const e=e=>{const t=r.ShapeUtil.computeStrides(e),n=[];for(let r=e.length-1;r>=0;r--){const i=0===o.length?"0u":1===o.length?"(*outputIndices)":`(*outputIndices)[${r+o.length-e.length}]`;n.push(`${t[r]}u * (${i} % ${e[r]}u)`)}return n.length>0?n.join("+"):"0u"};b=`\n  ${y.o2iImpl}\n\n  fn calcOffsetA(outputIndices: ptr<function, ${y.iType}>) -> u32 {\n    return ${e(t)};\n  }\n\n  fn calcOffsetB(outputIndices: ptr<function, ${y.iType}>) -> u32 {\n    return ${e(n)};\n  }\n  `}let w;if(a)w=s?`\n      ${y.indicesVariableDeclaration("outputIndices")}\n      ${y.o2iCall("global_idx * 4u","outputIndices")}\n      let offsetA = calcOffsetA(&outputIndices);\n      let offsetB = calcOffsetB(&outputIndices);\n      outputData[global_idx] = ${m("aData[offsetA / 4u]","bData[offsetB / 4u]")};`:`outputData[global_idx] = ${m("aData[global_idx]","bData[global_idx]")};`;else{if(!s)throw new Error("no necessary to use scalar implementation for element-wise binary op implementation.");const e=e=>{const t=`aData[indexA${e}][componentA${e}]`,n=`bData[indexB${e}][componentB${e}]`;return`\n      ${y.o2iCall(`global_idx * 4u + ${e}u`,"outputIndices")}\n      let offsetA${e} = calcOffsetA(&outputIndices);\n      let offsetB${e} = calcOffsetB(&outputIndices);\n      let indexA${e} = offsetA${e} / 4u;\n      let indexB${e} = offsetB${e} / 4u;\n      let componentA${e} = offsetA${e} % 4u;\n      let componentB${e} = offsetB${e} % 4u;\n      outputData[global_idx][${e}] = ${g(t,n)};`};w=`\n      ${y.indicesVariableDeclaration("outputIndices")}\n      ${e(0)}\n      ${e(1)}\n      ${e(2)}\n      ${e(3)}`}return`\n  @group(0) @binding(0) var<storage, read> aData : array<vec4<${c}>>;\n  @group(0) @binding(1) var<storage, read> bData : array<vec4<${p}>>;\n  @group(0) @binding(2) var<storage, read_write> outputData : array<vec4<${d}>>;\n\n  ${null!=l?l:""}\n  ${b}\n\n  ${e.mainStart()}\n    ${e.guardAgainstOutOfBoundsWorkgroupSizes(h)}\n    ${w}\n  }`})(e,t.dims,n.dims,d,h,p,a,s),outputs:[{dims:d,dataType:u,gpuDataType:o.GpuDataType.default}],dispatchGroup:()=>({x:Math.ceil(f/64/(h?4:1))})})})(u,e[0],e[1],n,a)})};t.add=e=>{e.compute(a(e.inputs,"Add",((e,t)=>`${e}+${t}`)))},t.div=e=>{e.compute(a(e.inputs,"Div",((e,t)=>`${e}/${t}`)))},t.mul=e=>{e.compute(a(e.inputs,"Mul",((e,t)=>`${e}*${t}`)))},t.pow=e=>{e.compute(a(e.inputs,"Pow",{scalar:(e,t)=>`pow_f32(${e},${t})`,vector:(e,t)=>`pow_vf32(${e},${t})`},"\n    fn pow_f32(a : f32, b : f32) -> f32 {\n      if (b == 0.0) {\n        return 1.0;\n      } else if (a < 0.0 && b != floor(b)) {\n        return pow(a, b); // NaN\n      }\n      return select(sign(a), 1.0, round(abs(b) % 2.0) != 1.0) * pow(abs(a), b);\n    }\n    fn pow_vf32(a : vec4<f32>, b : vec4<f32>) -> vec4<f32> {\n      // TODO: implement vectorized pow\n      return vec4<f32>(pow_f32(a.x, b.x), pow_f32(a.y, b.y), pow_f32(a.z, b.z), pow_f32(a.w, b.w));\n    }\n      "))},t.sub=e=>{e.compute(a(e.inputs,"Sub",((e,t)=>`${e}-${t}`)))}},2075:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.createShaderHelper=t.createIndicesHelper=t.WORKGROUP_SIZE=void 0;const r=n(6952);t.WORKGROUP_SIZE=64,t.createIndicesHelper=(e,t)=>{const n=t.length<2?"u32":`array<u32, ${t.length}>`,o=r.ShapeUtil.computeStrides(t);let i="";for(let e=0;e<t.length-1;e++)i+=`\n    let dim${e} = current / ${o[e]}u;\n    let rest${e} = current % ${o[e]}u;\n    (*indices)[${e}] = dim${e};\n    current = rest${e};\n    `;i+=`(*indices)[${t.length-1}] = current;`;const a=t.length<2?"":`\n  fn ih_o2i_${e}(offset: u32, indices: ptr<function, ${n}>) {\n    var current = offset;\n    ${i}\n  }`,s=[];if(0===t.length)s.push("0u");else if(t.length<2)s.push("(*indices)");else for(let e=t.length-1;e>=0;e--)s.push(`${o[e]}u * ((*indices)[${e}])`);return{o2iImpl:a,o2iCall:(n,r)=>t.length<2?`${r}=${n};`:`ih_o2i_${e}(${n}, &${r});`,i2oImpl:t.length<2?"":`\n  fn ih_i2o_${e}(indices: ptr<function, ${n}>) -> u32 {\n    return ${s.join("+")};\n  }`,i2oExpression:(n,r)=>t.length<2?`(${r?"*":""}${n})`:`ih_i2o_${e}(${r?"":"&"}${n})`,indicesVariableDeclaration:(e,t)=>`var ${e}:${n}${t?`=${n}(${t.join(",")})`:""};`,iType:n}};class o{constructor(e){this.normalizedDispatchGroup=e}guardAgainstOutOfBoundsWorkgroupSizes(e){return`if (global_idx >= ${"number"==typeof e?`${e}u`:e}) { return; }`}mainStart(e=t.WORKGROUP_SIZE){const n="number"==typeof e?e:e[0],r="number"==typeof e?1:e[1],o="number"==typeof e?1:e[2],i=1===this.normalizedDispatchGroup[1]&&1===this.normalizedDispatchGroup[2];return`@compute @workgroup_size(${n}, ${r}, ${o})\n  fn main(${i?"@builtin(global_invocation_id) global_id : vec3<u32>":"@builtin(local_invocation_index) local_index : u32,\n    @builtin(workgroup_id) workgroup_id : vec3<u32>"}) {\n    ${i?"let global_idx = global_id.x;":`let global_idx = (workgroup_id.z * ${this.normalizedDispatchGroup[0]*this.normalizedDispatchGroup[1]}u +\n          workgroup_id.y * ${this.normalizedDispatchGroup[0]}u + workgroup_id.x) * ${n*r*o}u + local_index;`}\n  `}}t.createShaderHelper=e=>new o(e)},9192:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.createGroupedConvProgramInfoLoader=void 0;const r=n(6952),o=n(1163),i=n(2075),a=n(9770),s=n(3997);t.createGroupedConvProgramInfoLoader=(e,t,n)=>{const u=(l=e.length>2,c=t.cacheKey,{name:"GroupedConv",inputTypes:l?[o.GpuDataType.default,o.GpuDataType.default,o.GpuDataType.default]:[o.GpuDataType.default,o.GpuDataType.default],cacheHint:c});var l,c;return Object.assign(Object.assign({},u),{get:()=>((e,t,n,u)=>{const l=e.length>2,c=l?"value += b[output_channel];":"",p=e[0].dims,d=e[1].dims,f=d[0]/n.group,h="f32",{activationFunction:g,applyActivation:m}=(0,s.getActicationSnippet)(n),b=[`@group(0) @binding(0) var<storage, read> x : array<${h}>;`,`@group(0) @binding(1) var<storage, read> w : array<${h}>;`];l&&b.push(`@group(0) @binding(2) var<storage, read> b : array<${h}>;`);const y="NHWC"===n.format,w=(0,a.calculateOutputShape)(p,d,n.dilations,n.pads,n.strides,y),_=r.ShapeUtil.size(w),v=(0,i.createIndicesHelper)("output",w),x=(0,i.createIndicesHelper)("x",p),T=(0,i.createIndicesHelper)("w",d);return Object.assign(Object.assign({},t),{outputs:[{dims:u?u(w):w,dataType:e[0].dataType,gpuDataType:o.GpuDataType.default}],getShaderSource:e=>`\n  const strides: vec2<u32> = vec2(${n.strides[0]}u, ${n.strides[1]}u);\n  const pads: vec2<u32> = vec2(${n.pads[0]}u, ${n.pads[1]}u);\n\n  ${b.join("\n")}\n  @group(0) @binding(${b.length}) var<storage, read_write> output : array<${h}>;\n\n  ${g}\n  ${v.o2iImpl}\n  ${x.i2oImpl}\n  ${T.i2oImpl}\n\n  ${e.mainStart()}\n    ${e.guardAgainstOutOfBoundsWorkgroupSizes(_)}\n\n    ${v.indicesVariableDeclaration("outputIndices")}\n    ${v.o2iCall("global_idx","outputIndices")}\n    let batch: u32 = outputIndices[0];\n    let output_channel: u32 = outputIndices[${y?3:1}];\n    let xRCCorner: vec2<u32> = vec2<u32>(outputIndices[${y?1:2}], outputIndices[${y?2:3}]) * strides - pads;\n    let group_id: u32 = output_channel / ${f}u;\n\n    var value: ${h} = ${h}(0);\n    for (var wInChannel: u32 = 0u; wInChannel < ${d[1]}u; wInChannel++) {\n      let input_channel = group_id * ${d[1]}u + wInChannel;\n      for (var wHeight: u32 = 0u; wHeight < ${d[2]}u; wHeight++) {\n        let xHeight = xRCCorner.x + wHeight * ${n.dilations[0]}u;\n\n        if (xHeight < 0u || xHeight >= ${p[y?1:2]}u) {\n          continue;\n        }\n\n        for (var wWidth: u32 = 0u; wWidth < ${d[3]}u; wWidth++) {\n          let xWidth = xRCCorner.y + wWidth * ${n.dilations[1]}u;\n          if (xWidth < 0u || xWidth >= ${p[y?2:3]}u) {\n            continue;\n          }\n\n          ${x.indicesVariableDeclaration("xIndices",y?["batch","xHeight","xWidth","input_channel"]:["batch","input_channel","xHeight","xWidth"])}\n          let xVal = x[${x.i2oExpression("xIndices")}];\n          ${T.indicesVariableDeclaration("wIndices",["output_channel","wInChannel","wHeight","wWidth"])}\n          let wVal = w[${T.i2oExpression("wIndices")}];\n          value += xVal*wVal;\n        }\n      }\n    }\n    ${c}\n    ${m}\n    output[global_idx] = value;\n  }`,dispatchGroup:()=>({x:Math.ceil(_/64)})})})(e,u,t,n)})}},9770:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.conv=t.parseConvAttributes=t.calculateOutputShape=void 0;const r=n(6952),o=n(387),i=n(9192),a=n(3822),s=n(3997),u=n(2625);t.calculateOutputShape=(e,t,n,r,o,i)=>{const a=e[0],s=e.slice(i?1:2,i?3:4),u=s.length,l=t[0],c=t.slice(2).map(((e,t)=>e+(e-1)*(n[t]-1))),p=s.map(((e,t)=>e+r[t]+r[t+u])).map(((e,t)=>Math.floor((e-c[t]+o[t])/o[t])));return p.splice(0,0,a),p.splice(i?3:1,0,l),p};const l=(0,o.createAttributeWithCacheKey)({perm:[2,3,1,0]}),c=(e,t)=>{const n=e.kernelShape.slice();for(let e=2;e<t[1].dims.length;++e)0===n[e-2]&&(n[e-2]=t[1].dims[e]);const o=e.pads.slice();r.PoolConvUtil.adjustPadsBasedOnAutoPad(t[0].dims,e.strides,e.dilations,n,o,"NHWC"===e.format,e.autoPad);const i=Object.assign({},e);return Object.assign(i,{kernelShape:n,pads:o,cacheKey:e.cacheKey}),i};t.parseConvAttributes=e=>{const t=(0,s.parseInternalActivationAttributes)(e),n=e.format,r=["NOTSET","VALID","SAME_UPPER","SAME_LOWER"][e.auto_pad],i=e.dilations,a=e.group,u=e.kernel_shape,l=e.pads,c=e.strides,p=e.w_is_const();return(0,o.createAttributeWithCacheKey)(Object.assign({autoPad:r,format:n,dilations:i,group:a,kernelShape:u,pads:l,strides:c,wIsConst:p},t))},t.conv=(e,n)=>{((e,t)=>{if(!e||2!==e.length&&3!==e.length)throw new Error("Conv requires 2 or 3 inputs");if(4!==e[0].dims.length&&3!==e[0].dims.length)throw new Error("currently only support conv 1D and 2D");if(e[0].dims.length!==e[1].dims.length)throw new Error("filter does not have same dimension as input");if(e[0].dims["NHWC"===t.format?e[0].dims.length-1:1]!==e[1].dims[1]*t.group)throw new Error("FILTER_IN_CHANNEL should be equal to DATA_CHANNEL");if(3===e.length&&(1!==e[2].dims.length||e[1].dims[0]!==e[2].dims[0]))throw new Error("invalid bias");const n=e[0].dims.length-2;if(t.dilations.length!==n)throw new Error(`dilations should be ${n}D`);if(t.strides.length!==n)throw new Error(`strides should be ${n}D`);if(t.pads.length!==2*n)throw new Error(`pads should be ${2*n}D`);if(0!==t.kernelShape.length&&t.kernelShape.length!==e[1].dims.length-2)throw new Error("invalid kernel shape");if(1!==e[0].dataType||1!==e[1].dataType)throw new Error("Conv input(X,W) should be float tensor");if(3===e.length&&1!==e[2].dataType)throw new Error("Conv input(bias) should be float tensor")})(e.inputs,n),3===e.inputs[0].dims.length?((e,t)=>{const n="NHWC"===t.format,r=[e.inputs[0].reshape(n?[e.inputs[0].dims[0],1,e.inputs[0].dims[1],e.inputs[0].dims[2]]:[e.inputs[0].dims[0],e.inputs[0].dims[1],1,e.inputs[0].dims[2]]),e.inputs[1].reshape([e.inputs[1].dims[0],e.inputs[1].dims[1],1,e.inputs[1].dims[2]])];3===e.inputs.length&&r.push(e.inputs[2]);const o=[0,t.pads[0],0,t.pads[1]],a=[1].concat(t.strides),s=[1].concat(t.dilations),u=[1].concat(t.kernelShape),l=c(Object.assign(Object.assign({},t),{pads:o,strides:a,dilations:s,kernelShape:u}),r);e.compute((0,i.createGroupedConvProgramInfoLoader)(r,l,(e=>n?[e[0],e[2],e[3]]:[])))})(e,n):((e,n,r)=>{var o;const s=c(r,n),p=3===n.length,d="NHWC"===r.format,f=n[0].dims[d?1:2],h=n[0].dims[d?2:3],g=n[0].dims[d?3:1],m=n[1].dims[2],b=n[1].dims[3],y=(0,t.calculateOutputShape)(n[0].dims,n[1].dims,r.dilations,s.pads,r.strides,d),w=y[d?1:2],_=y[d?2:3],v=y[d?3:1];if(d&&m===f&&b===h&&"VALID"===r.autoPad||1===m&&1===b&&1===r.dilations[0]&&1===r.dilations[1]&&1===r.strides[0]&&1===r.strides[1]&&("SAME_UPPER"===r.autoPad||"SAME_LOWER"===r.autoPad||"VALID"===r.autoPad))return void e.compute((0,i.createGroupedConvProgramInfoLoader)(n,s));if(!d||1!==r.group)return void e.compute((0,i.createGroupedConvProgramInfoLoader)(n,s));const x=d?w*_:v,T=d?v:w*_,S=m*b*g,O=null!==(o=e.customData.wT)&&void 0!==o?o:e.compute(Object.assign(Object.assign({},u.transposeProgramMetadata),{cacheHint:l.cacheKey,get:()=>(0,u.createTransposeProgramInfo)(n[1],l.perm)}),{inputs:[1],outputs:[r.wIsConst?-2:-1]})[0];r.wIsConst&&!e.customData.wT&&(e.customData.wT=O);const A=[n[0],O];p&&(d||1!==n[2].dims.length?A.push(n[2]):A.push(n[2].reshape([n[2].dims[0],1,1]))),e.compute((0,a.createConv2DMatMulProgramInfoLoader)(A,s,y,x,T,S,p,!0),{inputs:A})})(e,e.inputs,n)}},3822:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.createConv2DMatMulProgramInfoLoader=void 0;const r=n(1163),o=n(9456);t.createConv2DMatMulProgramInfoLoader=(e,t,n,i,a,s,u,l)=>{const c=((e,t)=>({name:"Conv2DMatMul",inputTypes:e?[r.GpuDataType.default,r.GpuDataType.default,r.GpuDataType.default]:[r.GpuDataType.default,r.GpuDataType.default],cacheHint:t}))(u,t.cacheKey);return Object.assign(Object.assign({},c),{get:()=>(0,o.createConv2DMatMulProgramInfo)(e,c,t,n,i,a,s,u,l)})}},3997:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.parseInternalActivationAttributes=t.getActicationSnippet=void 0;const r=n(6952);t.getActicationSnippet=e=>{switch(e.activation){case"Relu":return{activationFunction:"",applyActivation:"value = max(value, 0.0);"};case"Sigmoid":return{activationFunction:"",applyActivation:"value = (1.0 / (1.0 + exp(-value)));"};case"Clip":return{activationFunction:`const clip_min_=f32(${e.clipMin});const clip_max_=f32(${e.clipMax});`,applyActivation:"value = clamp(value, clip_min_, clip_max_);"};default:return{activationFunction:"",applyActivation:""}}},t.parseInternalActivationAttributes=e=>{const t=(null==e?void 0:e.activation)||"";if("Clip"===t){const[n,o]=(null==e?void 0:e.activation_params)||[r.MIN_CLIP,r.MAX_CLIP];return{activation:t,clipMax:o,clipMin:n,activationCacheKey:`${t}:${n},${o}`}}return{activation:t,activationCacheKey:t}}},4271:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.parseGemmAttributes=t.gemm=void 0;const r=n(6952),o=n(387),i=n(1163);t.gemm=(e,t)=>{(e=>{if(!e)throw new Error("Input is missing");if(e.length<2||e.length>3)throw new Error("Invaid input number.");if(3===e.length&&e[2].dims.length>2)throw new Error("Invalid input shape of C");if(1!==e[0].dataType||1!==e[1].dataType||3===e.length&&1!==e[2].dataType)throw new Error("Invalid input type.");if(e[0].dataType!==e[1].dataType||3===e.length&&e[0].dataType!==e[2].dataType)throw new Error("Input types are mismatched")})(e.inputs),e.compute(((e,t)=>{const n={name:"Gemm",inputTypes:3===e.length?[i.GpuDataType.default,i.GpuDataType.default,i.GpuDataType.default]:[i.GpuDataType.default,i.GpuDataType.default],cacheHint:t.cacheKey};return Object.assign(Object.assign({},n),{get:()=>((e,t,n)=>{const o=t[0].dims.slice(),a=t[1].dims.slice(),[s,u,l]=r.GemmUtil.getShapeOfGemmResult(o,n.transA,a,n.transB,3===t.length?t[2].dims:void 0),c=[s,u];if(!c)throw new Error("Can't use gemm on the given tensors");const p=r.ShapeUtil.size(c);let d="";n.transA&&n.transB?d="value += a[k * M + m] * b[n * K + k];":n.transA&&!n.transB?d="value += a[k * M + m] * b[k * N + n];":!n.transA&&n.transB?d="value += a[m * K + k] * b[n * K + k];":n.transA||n.transB||(d="value += a[m * K + k] * b[k * N + n];");const f="f32",h=1===n.alpha?"":"value *= alpha;",g=3===t.length?`value += beta * c[${((e,t,n)=>{if(0===n.length)return"0u";const r=1===n.length&&1!==e||2===n.length&&n[0]!==e,o=n[n.length-1]!==t;let i="0u";return r||(i+=`+ m * ${n[n.length-1]}u`),o||(i+="+n"),i})(s,u,t[2].dims)}];`:"",m=[`@group(0) @binding(0) var<storage, read> a : array<${f}>;`,`@group(0) @binding(1) var<storage, read> b : array<${f}>;`];return 3===t.length&&m.push(`@group(0) @binding(2) var<storage, read> c : array<${f}>;`),Object.assign(Object.assign({},e),{outputs:[{dims:c,dataType:t[0].dataType,gpuDataType:i.GpuDataType.default}],getShaderSource:e=>`\n  const M: u32 = ${s}u;\n  const N: u32 = ${u}u;\n  const K: u32 = ${l}u;\n  const alpha = ${f}(${n.alpha});\n  const beta = ${f}(${n.beta});\n\n  ${m.join("\n")}\n  @group(0) @binding(${t.length}) var<storage, read_write> output : array<${f}>;\n\n  ${e.mainStart()}\n    ${e.guardAgainstOutOfBoundsWorkgroupSizes(p)}\n\n    let m = global_id.x / N;\n    let n = global_id.x % N;\n\n    var value = ${f}(0);\n    for (var k: u32 = 0u; k<${l}u; k++) {\n      ${d}\n    }\n\n    ${h}\n    ${g}\n    output[global_id.x] = value;\n\n  }`,dispatchGroup:()=>({x:Math.ceil(p/64)})})})(n,e,t)})})(e.inputs,t))},t.parseGemmAttributes=e=>(0,o.createAttributeWithCacheKey)(e)},1522:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.matMul=t.createMatmulProgramInfoLoader=void 0;const r=n(6952),o=n(1163),i=n(3997);t.createMatmulProgramInfoLoader=(e,t)=>{const n=(a=e.length>2,s=t.activationCacheKey,{name:"MatMul",inputTypes:a?[o.GpuDataType.default,o.GpuDataType.default,o.GpuDataType.default]:[o.GpuDataType.default,o.GpuDataType.default],cacheHint:s});var a,s;return Object.assign(Object.assign({},n),{get:()=>((e,t,n)=>{const a=t[0].dims,s=t[1].dims,u=r.BroadcastUtil.calcShape(a,s,!0);if(!u)throw new Error("Can't use matmul on the given tensors");const l=r.ShapeUtil.size(u),c="f32",{activationFunction:p,applyActivation:d}=(0,i.getActicationSnippet)(n),f=u[u.length-2],h=a[a.length-1],g=u[u.length-1];return Object.assign(Object.assign({},e),{outputs:[{dims:u,dataType:t[0].dataType,gpuDataType:o.GpuDataType.default}],getShaderSource:e=>`\n  const M: u32 = ${f}u;\n  const N: u32 = ${g}u;\n  const K: u32 = ${h}u;\n\n  @group(0) @binding(0) var<storage, read> a : array<${c}>;\n  @group(0) @binding(1) var<storage, read> b : array<${c}>;\n  @group(0) @binding(2) var<storage, read_write> output : array<${c}>;\n\n  ${p}\n\n  ${e.mainStart()}\n    ${e.guardAgainstOutOfBoundsWorkgroupSizes(l)}\n\n    let stack = global_idx / (M * N);\n    let mn = global_idx % (M * N);\n    let n = global_idx % N;\n    let m = mn / N;\n\n    let offsetA = stack * (M * K);\n    let offsetB = stack * (K * N);\n\n    var value = ${c}(0);\n    for (var k: u32 = 0u; k<${h}u; k++) {\n      value += a[offsetA + m * K + k] * b[offsetB + k * N + n];\n    }\n    ${d}\n    output[global_idx] = value;\n  }`,dispatchGroup:()=>({x:Math.ceil(l/64)})})})(n,e,t)})},t.matMul=e=>{(e=>{if(!e||2!==e.length)throw new Error("MatMul requires 2 inputs.");if(e[0].dims[e[0].dims.length-1]!==e[1].dims[e[1].dims.length-2])throw new Error("shared dimension does not match.");if(1!==e[0].dataType||1!==e[1].dataType)throw new Error("inputs should be float type")})(e.inputs),e.compute((0,t.createMatmulProgramInfoLoader)(e.inputs,{activation:"",activationCacheKey:""}))}},5262:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.globalMaxPool=t.parseGlobalMaxPoolAttributes=t.parseMaxPoolAttributes=t.maxPool=t.globalAveragePool=t.parseGlobalAveragePoolAttributes=t.averagePool=t.parseAveragePoolAttributes=void 0;const r=n(6952),o=n(387),i=n(1163),a=n(2075),s=e=>{if(!e||1!==e.length)throw new Error("Pool ops requires 1 input.");if(4!==e[0].dims.length)throw new Error("Pool ops supports 2-D inputs only for now.");if(1!==e[0].dataType)throw new Error("Invalid input type.")},u=(e,t,n)=>{const o="NHWC"===t.format,i=o?[e[0].dims[0],e[0].dims[3],e[0].dims[1],e[0].dims[2]]:e[0].dims.slice(),a=Object.hasOwnProperty.call(t,"dilations"),s=t.kernelShape.slice(),u=t.strides.slice(),l=a?t.dilations.slice():[],c=t.pads.slice();r.PoolConvUtil.adjustPoolAttributes(n,i,s,u,l,c);const p=r.PoolConvUtil.computePoolOutputShape(n,i,u,l,s,c,t.autoPad),d=Object.assign({},t);return a?Object.assign(d,{kernelShape:s,strides:u,pads:c,dilations:l,cacheKey:t.cacheKey}):Object.assign(d,{kernelShape:s,strides:u,pads:c,cacheKey:t.cacheKey}),[d,o?[p[0],p[2],p[3],p[1]]:p]},l=(e,t,n,o,i,s,u,l)=>{const c="NHWC"===o.format,p=t.length,d=r.ShapeUtil.size(n),f=(0,a.createIndicesHelper)("output",n),h=(0,a.createIndicesHelper)("x",t);if(o.kernelShape.length<=2){const n=o.kernelShape[o.kernelShape.length-1],r=o.strides[o.strides.length-1],a=o.pads[o.pads.length/2-1],g=p-(c?2:1);let m="",b="",y="";if(m=a+o.pads[o.pads.length-1]!==0?`\n              for (var i: u32 = 0u; i < ${n}u; i++) {\n                xIndices[${g}] = indices[${g}] * ${r} - ${a} + i;\n                if (xIndices[${g}] < 0 || xIndices[${g}] >= ${t[g]}) {\n                  pad++;\n                  continue;\n                }\n                let x_val = x[${h.i2oExpression("xIndices")}];\n                ${i}\n              }`:`\n              for (var i: u32 = 0u; i < ${n}u; i++) {\n                xIndices[${g}] = indices[${g}] * ${r} - ${a} + i;\n                let x_val = x[${h.i2oExpression("xIndices")}];\n                ${i}\n              }`,2===o.kernelShape.length){const e=o.kernelShape[o.kernelShape.length-2],r=o.strides[o.strides.length-2],i=o.pads[o.pads.length/2-2],a=o.pads[o.pads.length-2],s=p-(c?3:2),u=t[s];b=i+a!==0?`\n                for (var j: u32 = 0u; j < ${e}u; j++) {\n                  xIndices[${s}] = indices[${s}] * ${r} - ${i} + j;\n                  if (xIndices[${s}] < 0 || xIndices[${s}] >= ${u}) {\n                    pad+= ${n};\n                    continue;\n                  }\n              `:`\n                for (var j: u32 = 0u; j < ${e}u; j++) {\n                  xIndices[${s}] = indices[${s}] * ${r} - ${i} + j;\n                `,y="\n              }\n            "}return`\n            @group(0) @binding(0) var<storage, read> x : array<${u}>;\n            @group(0) @binding(1) var<storage, read_write> output : array<${u}>;\n\n            ${f.o2iImpl}\n            ${h.i2oImpl}\n\n            ${e.mainStart()}\n              ${e.guardAgainstOutOfBoundsWorkgroupSizes(d)}\n\n              ${f.indicesVariableDeclaration("indices")}\n              ${f.o2iCall("global_idx","indices")}\n              ${f.indicesVariableDeclaration("xIndices")}\n              ${f.o2iCall("global_idx","xIndices")}\n\n              var value: ${u} = ${u}(${l});\n              var pad = 0;\n              ${b}\n              ${m}\n              ${y}\n              ${s}\n\n              output[global_idx] = value;\n            }`}{if(c)throw new Error("Pooling with kernelShape.length > 2 is not supported for NHWC format.");const n=r.ShapeUtil.size(o.kernelShape),a=r.ShapeUtil.computeStrides(o.kernelShape),g=a.length,m=o.pads.length;let b="";return b=o.pads.reduce(((e,t)=>e+t))?`\n                if (xIndices[j] >= inputDims[j]) {\n                  pad++;\n                  isPad = true;\n                  break;\n                }\n              }\n              if (!isPad) {\n                let x_val = x[${h.i2oExpression("xIndices")}];\n                ${i}\n              }`:`\n              }\n              let x_val = x[${h.i2oExpression("xIndices")}];\n              ${i}\n            `,`\n            @group(0) @binding(0) var<storage, read> x : array<${u}>;\n            @group(0) @binding(1) var<storage, read_write> output : array<${u}>;\n\n            ${f.o2iImpl}\n            ${h.i2oImpl}\n\n            const pads = array<u32, ${m}>(${o.pads.map((e=>`${e}u`)).join(",")});\n            const inputDims = array<u32, ${p}>(${t.map((e=>`${e}u`)).join(",")});\n            const kernelStrides = array<u32, ${g}>(${a.map((e=>`${e}u`)).join(",")});\n            const strides = array<u32, ${g}>(${o.strides.map((e=>`${e}u`)).join(",")});\n\n            ${e.mainStart()}\n              ${e.guardAgainstOutOfBoundsWorkgroupSizes(d)}\n\n              ${f.indicesVariableDeclaration("indices")}\n              ${f.o2iCall("global_idx","indices")}\n              ${f.indicesVariableDeclaration("xIndices")}\n              ${f.o2iCall("global_idx","xIndices")}\n\n              var offsets: array<u32, ${g}>;\n\n              var value = ${u}(${l});\n              var pad = 0;\n              var isPad = false;\n\n              for (var i: u32 = 0u; i < ${n}u; i++) {\n                var offset = i;\n                for (var j = 0u; j < ${g-1}u; j++) {\n                  offsets[j] = offset / kernelStrides[j];\n                  offset -= offsets[j] * kernelStrides[j];\n                }\n                offsets[${g-1}] = offset;\n\n                isPad = false;\n                for (var j = ${p-g}u; j < ${p}u; j++) {\n                  xIndices[j] = indices[j] * strides[j - ${p-g}u]\n                    + offsets[j - ${p-g}u] - pads[j - 2u];\n                  ${b}\n              }\n              ${s}\n\n              output[global_idx] = value;\n            }`}},c=e=>({format:e.format,autoPad:["NOTSET","VALID","SAME_UPPER","SAME_LOWER"][e.auto_pad],ceilMode:e.ceil_mode,kernelShape:e.kernel_shape,strides:e.strides,pads:e.pads}),p=(e,t,n,o)=>{const[a,s]=u(e,o,n),c=r.ShapeUtil.size(a.kernelShape),p="f32";let d="";return a.countIncludePad?d+=`value /= ${p}(${c});`:d+=`value /= ${p}(${c} - pad);`,Object.assign(Object.assign({},t),{outputs:[{dims:s,dataType:e[0].dataType,gpuDataType:i.GpuDataType.default}],getShaderSource:t=>l(t,e[0].dims,s,a,"value += x_val;",d,p,"0.0"),dispatchGroup:()=>({x:Math.ceil(r.ShapeUtil.size(s)/64)})})};t.parseAveragePoolAttributes=e=>{const t=0!==e.count_include_pad,n=c(e);if(0!==n.ceilMode)throw new Error("using ceil() in shape computation is not yet supported for AveragePool");return(0,o.createAttributeWithCacheKey)(Object.assign({countIncludePad:t},n))},t.averagePool=(e,t)=>{s(e.inputs);const n={name:"AveragePool",inputTypes:[i.GpuDataType.default],cacheHint:t.cacheKey};e.compute(Object.assign(Object.assign({},n),{get:()=>p(e.inputs,n,!1,t)}))};const d={autoPad:"",ceilMode:0,countIncludePad:!1,kernelShape:[],strides:[],pads:[],storageOrder:0,dilations:[],cacheKey:""};t.parseGlobalAveragePoolAttributes=e=>{const t=e.format;return Object.assign(Object.assign({format:t},d),{cacheKey:t})},t.globalAveragePool=(e,t)=>{s(e.inputs);const n={name:"GlobalAveragePool",inputTypes:[i.GpuDataType.default],cacheHint:t.cacheKey};e.compute(Object.assign(Object.assign({},n),{get:()=>p(e.inputs,n,!0,t)}))};const f=(e,t,n,o)=>{const[a,s]=u(e,o,n);return Object.assign(Object.assign({},t),{outputs:[{dims:s,dataType:e[0].dataType,gpuDataType:i.GpuDataType.default}],getShaderSource:t=>l(t,e[0].dims,s,a,"\n      value = max(x_val, value);\n    ","","f32","-1e5"),dispatchGroup:()=>({x:Math.ceil(r.ShapeUtil.size(s)/64)})})};t.maxPool=(e,t)=>{s(e.inputs);const n={name:"MaxPool",inputTypes:[i.GpuDataType.default],cacheHint:t.cacheKey};e.compute(Object.assign(Object.assign({},n),{get:()=>f(e.inputs,n,!1,t)}))},t.parseMaxPoolAttributes=e=>{const t=e.storage_order,n=e.dilations,r=c(e);if(0!==t)throw new Error("column major storage order is not yet supported for MaxPool");if(0!==r.ceilMode)throw new Error("using ceil() in shape computation is not yet supported for MaxPool");return(0,o.createAttributeWithCacheKey)(Object.assign({storageOrder:t,dilations:n},r))},t.parseGlobalMaxPoolAttributes=e=>{const t=e.format;return Object.assign(Object.assign({format:t},d),{cacheKey:t})},t.globalMaxPool=(e,t)=>{s(e.inputs);const n={name:"GlobalMaxPool",inputTypes:[i.GpuDataType.default],cacheHint:t.cacheKey};e.compute(Object.assign(Object.assign({},n),{get:()=>f(e.inputs,n,!0,t)}))}},2625:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.parseTransposeAttributes=t.transpose=t.createTransposeProgramInfo=t.transposeProgramMetadata=void 0;const r=n(6952),o=n(387),i=n(1163),a=n(2075);t.transposeProgramMetadata={name:"Transpose",inputTypes:[i.GpuDataType.default]};const s=(e,t)=>t&&t.length!==e.length?[...e.keys()].reverse():t;t.createTransposeProgramInfo=(e,n)=>{const o=e.dims,u=s(o,n),l=((e,t)=>r.ShapeUtil.sortBasedOnPerm(e,s(e,t)))(o,u),c=o.length,p=r.ShapeUtil.size(l),d=(0,a.createIndicesHelper)("output",l),f=(0,a.createIndicesHelper)("a",o);return Object.assign(Object.assign({},t.transposeProgramMetadata),{outputs:[{dims:l,dataType:e.dataType,gpuDataType:i.GpuDataType.default}],getShaderSource:e=>`\n  @group(0) @binding(0) var<storage, read> a : array<f32>;\n  @group(0) @binding(1) var<storage, read_write> output : array<f32>;\n\n  ${((e,t)=>{const n=[];n.push(`fn perm(a: ptr<function, array<u32, ${t}>>, i: ptr<function, array<u32, ${t}>>) {`);for(let r=0;r<t;++r)n.push(`\t(*a)[${e[r]}]=(*i)[${r}];`);return n.push("\t}"),n.join("\n")})(u,c)}\n  ${d.o2iImpl}\n  ${f.i2oImpl}\n\n  ${e.mainStart()}\n    ${e.guardAgainstOutOfBoundsWorkgroupSizes(p)}\n\n    ${d.indicesVariableDeclaration("indices")}\n    ${d.o2iCall("global_idx","indices")}\n    ${f.indicesVariableDeclaration("aIndices")}\n    perm(&aIndices, &indices);\n\n    output[global_idx] = a[${f.i2oExpression("aIndices")}];\n  }`,dispatchGroup:()=>({x:Math.ceil(p/64)})})},t.transpose=(e,n)=>{(e=>{if(!e||1!==e.length)throw new Error("Transpose requires 1 input.");if(1!==e[0].dataType)throw new Error("input should be float tensor")})(e.inputs),e.compute(Object.assign(Object.assign({},t.transposeProgramMetadata),{cacheHint:n.cacheKey,get:()=>(0,t.createTransposeProgramInfo)(e.inputs[0],n.perm)}))},t.parseTransposeAttributes=e=>(0,o.createAttributeWithCacheKey)({perm:e.perm})},9302:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.thresholdedRelu=t.tanh=t.tan=t.sqrt=t.sinh=t.sin=t.sigmoid=t.relu=t.reciprocal=t.neg=t.leakyRelu=t.floor=t.exp=t.erf=t.elu=t.parseAlphaAttributes=t.cosh=t.cos=t.ceil=t.clip=t.clipV10=t.atanh=t.atan=t.asinh=t.asin=t.acosh=t.acos=t.abs=void 0;const r=n(6952),o=n(387),i=n(1163),a=(e,t,n,o,a)=>{const s={name:t,inputTypes:[i.GpuDataType.default],cacheHint:a};return Object.assign(Object.assign({},s),{get:()=>((e,t,n,o)=>Object.assign(Object.assign({},e),{getShaderSource:e=>((e,t,n,r)=>{const o=Math.ceil(t/4);let i="";return i="string"==typeof n?`${n}(a)`:n("a"),`\n  @group(0) @binding(0) var<storage, read> inputData : array<vec4<f32>>;\n  @group(0) @binding(1) var<storage, read_write> outputData : array<vec4<f32>>;\n\n  ${null!=r?r:""}\n\n  ${e.mainStart()}\n    ${e.guardAgainstOutOfBoundsWorkgroupSizes(o)}\n\n    let a = inputData[global_idx];\n    outputData[global_idx] = ${i};\n  }`})(e,r.ShapeUtil.size(t.dims),n,o),outputs:[{dims:t.dims,dataType:t.dataType,gpuDataType:i.GpuDataType.default}],dispatchGroup:e=>({x:Math.ceil(r.ShapeUtil.size(e[0].dims)/64/4)})}))(s,e,n,o)})};t.abs=e=>{e.compute(a(e.inputs[0],"Abs","abs"))},t.acos=e=>{e.compute(a(e.inputs[0],"Acos","acos"))},t.acosh=e=>{e.compute(a(e.inputs[0],"Acosh","acosh"))},t.asin=e=>{e.compute(a(e.inputs[0],"Asin","asin"))},t.asinh=e=>{e.compute(a(e.inputs[0],"Asinh","asinh"))},t.atan=e=>{e.compute(a(e.inputs[0],"Atan","atan"))},t.atanh=e=>{e.compute(a(e.inputs[0],"Atanh","atanh"))},t.clipV10=(e,t)=>{e.compute(a(e.inputs[0],"Clip",(e=>`clamp(${e}, clip_min_, clip_max_)`),`\n    const clip_min_: vec4<f32> = vec4(f32(${t.min}));\n    const clip_max_: vec4<f32> = vec4(f32(${t.max}));\n`,t.cacheKey),{inputs:[0]})},t.clip=e=>{const n=(e=>{const t=e.length>=2?e[1].getFloat32Array()[0]:r.MIN_CLIP,n=e.length>=3?e[2].getFloat32Array()[0]:r.MAX_CLIP;return(0,o.createAttributeWithCacheKey)({min:t,max:n})})(e.inputs);(0,t.clipV10)(e,n)},t.ceil=e=>{e.compute(a(e.inputs[0],"Ceil","ceil"))},t.cos=e=>{e.compute(a(e.inputs[0],"Cos","cos"))},t.cosh=e=>{e.compute(a(e.inputs[0],"Cosh","cosh"))},t.parseAlphaAttributes=e=>(0,o.createAttributeWithCacheKey)(e),t.elu=(e,t)=>{e.compute(a(e.inputs[0],"Elu",(e=>`elu_vf32(${e})`),`\n  const elu_alpha_: f32 = f32(${t.alpha});\n\n  fn elu_f32(a: f32) -> f32 {\n  return select((exp(a) - 1.0) * elu_alpha_, a, a >= 0.0);\n  }\n\n  fn elu_vf32(v: vec4<f32>) -> vec4<f32> {\n  return vec4(elu_f32(v.x), elu_f32(v.y), elu_f32(v.z), elu_f32(v.w));\n  }`,t.cacheKey))},t.erf=e=>{e.compute(a(e.inputs[0],"Erf",(e=>`erf_vf32(${e})`),"\n  const r0: f32 = 0.3275911;\n  const r1: f32 = 0.254829592;\n  const r2: f32 = -0.284496736;\n  const r3: f32 = 1.421413741;\n  const r4: f32 = -1.453152027;\n  const r5: f32 = 1.061405429;\n\n  fn erf_vf32(v: vec4<f32>) -> vec4<f32> {\n    let absv = abs(v);\n    let x = 1.0 / (1.0 + r0 * absv);\n    return sign(v) * (1.0 - ((((r5 * x + r4) * x + r3) * x + r2) * x + r1) * x * exp(-absv * absv));\n  }"))},t.exp=e=>{e.compute(a(e.inputs[0],"Exp","exp"))},t.floor=e=>{e.compute(a(e.inputs[0],"Floor","floor"))},t.leakyRelu=(e,t)=>{e.compute(a(e.inputs[0],"LeakyRelu",(e=>`select(leaky_relu_alpha_ * ${e}, ${e}, ${e} >= vec4<f32>(0.0))`),`const leaky_relu_alpha_: f32 = f32(${t.alpha});`,t.cacheKey))},t.neg=e=>{e.compute(a(e.inputs[0],"Neg",(e=>`-${e}`)))},t.reciprocal=e=>{e.compute(a(e.inputs[0],"Reciprocal",(e=>`1.0/${e}`)))},t.relu=e=>{e.compute(a(e.inputs[0],"Relu",(e=>`select(vec4<f32>(0.0), ${e}, ${e} > vec4<f32>(0.0))`)))},t.sigmoid=e=>{e.compute(a(e.inputs[0],"Sigmoid",(e=>`(1.0 / (1.0 + exp(-${e})))`)))},t.sin=e=>{e.compute(a(e.inputs[0],"Sin","sin"))},t.sinh=e=>{e.compute(a(e.inputs[0],"Sinh","sinh"))},t.sqrt=e=>{e.compute(a(e.inputs[0],"Sqrt","sqrt"))},t.tan=e=>{e.compute(a(e.inputs[0],"Tan","tan"))},t.tanh=e=>{e.compute(a(e.inputs[0],"Tanh","tanh"))},t.thresholdedRelu=(e,t)=>(e.compute(a(e.inputs[0],"ThresholdedRelu",(e=>`select(vec4<f32>(0.0), ${e}, ${e} > thresholded_relu_alpha_)`),`const thresholded_relu_alpha_: vec4<f32> = vec4<f32>(${t.alpha});`,t.cacheKey)),0)},8305:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.ProgramManager=void 0;const r=n(4955),o=n(2075);t.ProgramManager=class{constructor(e){this.backend=e,this.repo=new Map,this.attributesBound=!1}getArtifact(e){return this.repo.get(e)}setArtifact(e,t){this.repo.set(e,t)}run(e,t,n,r){const o=this.backend.device,i=this.backend.getComputePassEncoder();this.backend.profilingEnabled&&i.writeTimestamp(this.backend.profilingQuerySet,0),i.setPipeline(e.computePipeline);const a=[];for(const e of t)a.push({binding:a.length,resource:{buffer:e.buffer}});for(const e of n)a.push({binding:a.length,resource:{buffer:e.buffer}});const s=o.createBindGroup({layout:e.computePipeline.getBindGroupLayout(0),entries:a});if(i.setBindGroup(0,s),i.dispatchWorkgroups(...r),this.backend.pendingDispatchNumber++,this.backend.profilingEnabled){i.writeTimestamp(this.backend.profilingQuerySet,1);const e=this.backend.gpuDataManager.create(16,GPUBufferUsage.COPY_SRC|GPUBufferUsage.QUERY_RESOLVE),t=this.backend.gpuDataManager.create(16,GPUBufferUsage.MAP_READ|GPUBufferUsage.COPY_DST);this.backend.endComputePass(),this.backend.getCommandEncoder().resolveQuerySet(this.backend.profilingQuerySet,0,2,e.buffer,0),this.backend.getCommandEncoder().copyBufferToBuffer(e.buffer,0,t.buffer,0,16),this.backend.flush();const n=this.backend.currentKernelId,r=this.backend.kernels.get(n)[0];t.buffer.mapAsync(GPUMapMode.READ).then((()=>{const o=new BigUint64Array(t.buffer.getMappedRange()),i=o[0],a=o[1];t.buffer.unmap(),void 0===this.backend.profilingTimeBase&&(this.backend.profilingTimeBase=i);const s=Number(i-this.backend.profilingTimeBase),u=Number(a-this.backend.profilingTimeBase);if(!Number.isSafeInteger(s)||!Number.isSafeInteger(u))throw new RangeError("incorrect timestamp range");this.backend.gpuDataManager.release(e.id),this.backend.gpuDataManager.release(t.id),console.log(`[profiling] kernel "${n}|${r}" execution time: ${u-s} ns`)}))}this.backend.pendingDispatchNumber>=16&&this.backend.flush()}dispose(){}build(e,t){const n=this.backend.device,i=e.getShaderSource((0,o.createShaderHelper)(t)),a=n.createShaderModule({code:i});return(0,r.LOG_DEBUG)("verbose",(()=>`[WebGPU] shader code: ${i}`)),{programInfo:e,computePipeline:n.createComputePipeline({compute:{module:a,entryPoint:"main"},layout:"auto"})}}normalizeDispatchGroupSize(e){const t="number"==typeof e?e:e.x,n="number"==typeof e?1:e.y||1,r="number"==typeof e?1:e.z||1,o=this.backend.device.limits.maxComputeWorkgroupsPerDimension;if(t<=o&&n<=o&&r<=o)return[t,n,r];const i=t*n*r;let a=Math.ceil(Math.sqrt(i));if(a>o){if(a=Math.ceil(Math.cbrt(i)),a>o)throw new Error("Total dispatch size exceeds WebGPU maximum.");return[a,a,a]}return[a,a,1]}}},1163:(e,t)=>{"use strict";var n;Object.defineProperty(t,"__esModule",{value:!0}),t.GpuDataType=void 0,(n=t.GpuDataType||(t.GpuDataType={}))[n.default=0]="default",n[n.upload=1]="upload",n[n.profile=2]="profile"},3899:(e,t)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.iterateExtraOptions=void 0,t.iterateExtraOptions=(e,n,r,o)=>{if("object"==typeof e&&null!==e){if(r.has(e))throw new Error("Circular reference in options");r.add(e)}Object.entries(e).forEach((([e,i])=>{const a=n?n+e:e;if("object"==typeof i)(0,t.iterateExtraOptions)(i,a+".",r,o);else if("string"==typeof i||"number"==typeof i)o(a,i.toString());else{if("boolean"!=typeof i)throw new Error("Can't handle extra config type: "+typeof i);o(a,i?"1":"0")}}))}},9544:function(e,t,n){"use strict";var r,o=this&&this.__createBinding||(Object.create?function(e,t,n,r){void 0===r&&(r=n);var o=Object.getOwnPropertyDescriptor(t,n);o&&!("get"in o?!t.__esModule:o.writable||o.configurable)||(o={enumerable:!0,get:function(){return t[n]}}),Object.defineProperty(e,r,o)}:function(e,t,n,r){void 0===r&&(r=n),e[r]=t[n]}),i=this&&this.__setModuleDefault||(Object.create?function(e,t){Object.defineProperty(e,"default",{enumerable:!0,value:t})}:function(e,t){e.default=t}),a=this&&this.__importStar||function(e){if(e&&e.__esModule)return e;var t={};if(null!=e)for(var n in e)"default"!==n&&Object.prototype.hasOwnProperty.call(e,n)&&o(t,e,n);return i(t,e),t};Object.defineProperty(t,"__esModule",{value:!0}),t.endProfiling=t.run=t.releaseSession=t.createSession=t.createSessionFinalize=t.createSessionAllocate=t.initOrt=t.initWasm=void 0;const s=n(8453),u=n(7675),l=a(n(1259)),c=n(263),p=()=>!!s.env.wasm.proxy&&"undefined"!=typeof document;let d,f,h,g=!1,m=!1,b=!1;const y=[],w=[],_=[],v=[],x=[],T=[],S=()=>{if(g||!m||b||!d)throw new Error("worker not ready")},O=e=>{switch(e.data.type){case"init-wasm":g=!1,e.data.err?(b=!0,f[1](e.data.err)):(m=!0,f[0]());break;case"init-ort":e.data.err?h[1](e.data.err):h[0]();break;case"create_allocate":e.data.err?y.shift()[1](e.data.err):y.shift()[0](e.data.out);break;case"create_finalize":e.data.err?w.shift()[1](e.data.err):w.shift()[0](e.data.out);break;case"create":e.data.err?_.shift()[1](e.data.err):_.shift()[0](e.data.out);break;case"release":e.data.err?v.shift()[1](e.data.err):v.shift()[0]();break;case"run":e.data.err?x.shift()[1](e.data.err):x.shift()[0](e.data.out);break;case"end-profiling":e.data.err?T.shift()[1](e.data.err):T.shift()[0]()}},A="undefined"!=typeof document?null===(r=null===document||void 0===document?void 0:document.currentScript)||void 0===r?void 0:r.src:void 0;t.initWasm=async()=>{if(p()){if(m)return;if(g)throw new Error("multiple calls to 'initWasm()' detected.");if(b)throw new Error("previous call to 'initWasm()' failed.");return g=!0,void 0===s.env.wasm.wasmPaths&&A&&0!==A.indexOf("blob:")&&(s.env.wasm.wasmPaths=A.substr(0,+A.lastIndexOf("/")+1)),new Promise(((e,t)=>{null==d||d.terminate(),d=n(8050).Z(),d.onmessage=O,f=[e,t];const r={type:"init-wasm",in:s.env.wasm};d.postMessage(r)}))}return(0,c.initializeWebAssembly)(s.env.wasm)},t.initOrt=async(e,t)=>{if(p())return S(),new Promise(((n,r)=>{h=[n,r];const o={type:"init-ort",in:{numThreads:e,loggingLevel:t}};d.postMessage(o)}));l.initOrt(e,t),await(0,u.init)((0,c.getInstance)())},t.createSessionAllocate=async e=>p()?(S(),new Promise(((t,n)=>{y.push([t,n]);const r={type:"create_allocate",in:{model:e}};d.postMessage(r,[e.buffer])}))):l.createSessionAllocate(e),t.createSessionFinalize=async(e,t)=>p()?(S(),new Promise(((n,r)=>{w.push([n,r]);const o={type:"create_finalize",in:{modeldata:e,options:t}};d.postMessage(o)}))):l.createSessionFinalize(e,t),t.createSession=async(e,t)=>p()?(S(),new Promise(((n,r)=>{_.push([n,r]);const o={type:"create",in:{model:e,options:t}};d.postMessage(o,[e.buffer])}))):l.createSession(e,t),t.releaseSession=async e=>{if(p())return S(),new Promise(((t,n)=>{v.push([t,n]);const r={type:"release",in:e};d.postMessage(r)}));l.releaseSession(e)},t.run=async(e,t,n,r,o)=>p()?(S(),new Promise(((i,a)=>{x.push([i,a]);const s={type:"run",in:{sessionId:e,inputIndices:t,inputs:n,outputIndices:r,options:o}};d.postMessage(s,l.extractTransferableBuffers(n))}))):l.run(e,t,n,r,o),t.endProfiling=async e=>{if(p())return S(),new Promise(((t,n)=>{T.push([t,n]);const r={type:"end-profiling",in:e};d.postMessage(r)}));l.endProfiling(e)}},7918:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.setRunOptions=void 0;const r=n(3899),o=n(9444),i=n(263);t.setRunOptions=e=>{const t=(0,i.getInstance)();let n=0;const a=[],s=e||{};try{if(void 0===(null==e?void 0:e.logSeverityLevel))s.logSeverityLevel=2;else if("number"!=typeof e.logSeverityLevel||!Number.isInteger(e.logSeverityLevel)||e.logSeverityLevel<0||e.logSeverityLevel>4)throw new Error(`log serverity level is not valid: ${e.logSeverityLevel}`);if(void 0===(null==e?void 0:e.logVerbosityLevel))s.logVerbosityLevel=0;else if("number"!=typeof e.logVerbosityLevel||!Number.isInteger(e.logVerbosityLevel))throw new Error(`log verbosity level is not valid: ${e.logVerbosityLevel}`);void 0===(null==e?void 0:e.terminate)&&(s.terminate=!1);let i=0;if(void 0!==(null==e?void 0:e.tag)&&(i=(0,o.allocWasmString)(e.tag,a)),n=t._OrtCreateRunOptions(s.logSeverityLevel,s.logVerbosityLevel,!!s.terminate,i),0===n)throw new Error("Can't create run options");return void 0!==(null==e?void 0:e.extra)&&(0,r.iterateExtraOptions)(e.extra,"",new WeakSet,((e,r)=>{const i=(0,o.allocWasmString)(e,a),s=(0,o.allocWasmString)(r,a);if(0!==t._OrtAddRunConfigEntry(n,i,s))throw new Error(`Can't set a run config entry: ${e} - ${r}`)})),[n,a]}catch(e){throw 0!==n&&t._OrtReleaseRunOptions(n),a.forEach(t._free),e}}},6640:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.OnnxruntimeWebAssemblySessionHandler=void 0;const r=n(2806),o=n(8453),i=n(2850),a=n(9544),s=n(7917);let u;t.OnnxruntimeWebAssemblySessionHandler=class{async createSessionAllocate(e){const t=await fetch(e),n=await t.arrayBuffer();return(0,a.createSessionAllocate)(new Uint8Array(n))}async loadModel(e,t){if(u||(await(0,a.initOrt)(o.env.wasm.numThreads,(0,s.logLevelStringToEnum)(o.env.logLevel)),u=!0),"string"==typeof e)if("undefined"==typeof fetch){const n=await(0,i.promisify)(r.readFile)(e);[this.sessionId,this.inputNames,this.outputNames]=await(0,a.createSession)(n,t)}else{const n=await this.createSessionAllocate(e);[this.sessionId,this.inputNames,this.outputNames]=await(0,a.createSessionFinalize)(n,t)}else[this.sessionId,this.inputNames,this.outputNames]=await(0,a.createSession)(e,t)}async dispose(){return(0,a.releaseSession)(this.sessionId)}async run(e,t,n){const r=[],i=[];Object.entries(e).forEach((e=>{const t=e[0],n=e[1],o=this.inputNames.indexOf(t);if(-1===o)throw new Error(`invalid input '${t}'`);r.push(n),i.push(o)}));const s=[];Object.entries(t).forEach((e=>{const t=e[0],n=this.outputNames.indexOf(t);if(-1===n)throw new Error(`invalid output '${t}'`);s.push(n)}));const u=await(0,a.run)(this.sessionId,i,r.map((e=>[e.type,e.dims,e.data])),s,n),l={};for(let e=0;e<u.length;e++)l[this.outputNames[s[e]]]=new o.Tensor(u[e][0],u[e][2],u[e][1]);return l}startProfiling(){}endProfiling(){(0,a.endProfiling)(this.sessionId)}}},7622:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.setSessionOptions=void 0;const r=n(3899),o=n(9444),i=n(263);t.setSessionOptions=e=>{var t,n,a,s;const u=(0,i.getInstance)();let l=0;const c=[],p=e||{};(e=>{e.extra||(e.extra={}),e.extra.session||(e.extra.session={});const t=e.extra.session;t.use_ort_model_bytes_directly||(t.use_ort_model_bytes_directly="1"),e.executionProviders&&e.executionProviders.some((e=>"webgpu"===("string"==typeof e?e:e.name)))&&(e.enableMemPattern=!1)})(p);try{const e=(e=>{switch(e){case"disabled":return 0;case"basic":return 1;case"extended":return 2;case"all":return 99;default:throw new Error(`unsupported graph optimization level: ${e}`)}})(null!==(t=p.graphOptimizationLevel)&&void 0!==t?t:"all"),d=(e=>{switch(e){case"sequential":return 0;case"parallel":return 1;default:throw new Error(`unsupported execution mode: ${e}`)}})(null!==(n=p.executionMode)&&void 0!==n?n:"sequential"),f="string"==typeof p.logId?(0,o.allocWasmString)(p.logId,c):0,h=null!==(a=p.logSeverityLevel)&&void 0!==a?a:2;if(!Number.isInteger(h)||h<0||h>4)throw new Error(`log serverity level is not valid: ${h}`);const g=null!==(s=p.logVerbosityLevel)&&void 0!==s?s:0;if(!Number.isInteger(g)||g<0||g>4)throw new Error(`log verbosity level is not valid: ${g}`);const m="string"==typeof p.optimizedModelFilePath?(0,o.allocWasmString)(p.optimizedModelFilePath,c):0;if(l=u._OrtCreateSessionOptions(e,!!p.enableCpuMemArena,!!p.enableMemPattern,d,!!p.enableProfiling,0,f,h,g,m),0===l)throw new Error("Can't create session options");return p.executionProviders&&((e,t,n)=>{for(const r of t){let t="string"==typeof r?r:r.name;switch(t){case"xnnpack":t="XNNPACK";break;case"webgpu":t="JS";break;case"wasm":case"cpu":continue;default:throw new Error(`not supported EP: ${t}`)}const a=(0,o.allocWasmString)(t,n);if(0!==(0,i.getInstance)()._OrtAppendExecutionProvider(e,a))throw new Error(`Can't append execution provider: ${t}`)}})(l,p.executionProviders,c),void 0!==p.extra&&(0,r.iterateExtraOptions)(p.extra,"",new WeakSet,((e,t)=>{const n=(0,o.allocWasmString)(e,c),r=(0,o.allocWasmString)(t,c);if(0!==u._OrtAddSessionConfigEntry(l,n,r))throw new Error(`Can't set a session config entry: ${e} - ${t}`)})),[l,c]}catch(e){throw 0!==l&&u._OrtReleaseSessionOptions(l),c.forEach(u._free),e}}},9444:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.allocWasmString=void 0;const r=n(263);t.allocWasmString=(e,t)=>{const n=(0,r.getInstance)(),o=n.lengthBytesUTF8(e)+1,i=n._malloc(o);return n.stringToUTF8(e,i,o),t.push(i),i}},7917:(e,t)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.logLevelStringToEnum=t.tensorTypeToTypedArrayConstructor=t.getTensorElementSize=t.tensorDataTypeEnumToString=t.tensorDataTypeStringToEnum=void 0,t.tensorDataTypeStringToEnum=e=>{switch(e){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: ${e}`)}},t.tensorDataTypeEnumToString=e=>{switch(e){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: ${e}`)}},t.getTensorElementSize=e=>[void 0,4,1,1,2,2,4,8,void 0,1,2,8,4,8,void 0,void 0,void 0][e],t.tensorTypeToTypedArrayConstructor=e=>{switch(e){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: ${e}`)}},t.logLevelStringToEnum=e=>{switch(e){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: ${e}`)}}},1259:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.extractTransferableBuffers=t.endProfiling=t.run=t.releaseSession=t.createSession=t.createSessionFinalize=t.createSessionAllocate=t.initOrt=void 0;const r=n(7918),o=n(7622),i=n(9444),a=n(7917),s=n(263);t.initOrt=(e,t)=>{const n=(0,s.getInstance)()._OrtInit(e,t);if(0!==n)throw new Error(`Can't initialize onnxruntime. error code = ${n}`)};const u=new Map;t.createSessionAllocate=e=>{const t=(0,s.getInstance)(),n=t._malloc(e.byteLength);return t.HEAPU8.set(e,n),[n,e.byteLength]},t.createSessionFinalize=(e,t)=>{const n=(0,s.getInstance)();let r=0,i=0,a=[];try{if([i,a]=(0,o.setSessionOptions)(t),r=n._OrtCreateSession(e[0],e[1],i),0===r)throw new Error("Can't create a session")}finally{n._free(e[0]),0!==i&&n._OrtReleaseSessionOptions(i),a.forEach(n._free)}const l=n._OrtGetInputCount(r),c=n._OrtGetOutputCount(r),p=[],d=[],f=[],h=[];for(let e=0;e<l;e++){const t=n._OrtGetInputName(r,e);if(0===t)throw new Error("Can't get an input name");d.push(t),p.push(n.UTF8ToString(t))}for(let e=0;e<c;e++){const t=n._OrtGetOutputName(r,e);if(0===t)throw new Error("Can't get an output name");h.push(t),f.push(n.UTF8ToString(t))}return u.set(r,[r,d,h]),[r,p,f]},t.createSession=(e,n)=>{const r=(0,t.createSessionAllocate)(e);return(0,t.createSessionFinalize)(r,n)},t.releaseSession=e=>{const t=(0,s.getInstance)(),n=u.get(e);if(!n)throw new Error("invalid session id");const r=n[0],o=n[1],i=n[2];o.forEach(t._OrtFree),i.forEach(t._OrtFree),t._OrtReleaseSession(r),u.delete(e)},t.run=async(e,t,n,o,l)=>{const c=(0,s.getInstance)(),p=u.get(e);if(!p)throw new Error("invalid session id");const d=p[0],f=p[1],h=p[2],g=t.length,m=o.length;let b=0,y=[];const w=[],_=[];try{[b,y]=(0,r.setRunOptions)(l);for(let e=0;e<g;e++){const t=n[e][0],r=n[e][1],o=n[e][2];let s,u;if(Array.isArray(o)){u=4*o.length,s=c._malloc(u),_.push(s);let e=s/4;for(let t=0;t<o.length;t++){if("string"!=typeof o[t])throw new TypeError(`tensor data at index ${t} is not a string`);c.HEAPU32[e++]=(0,i.allocWasmString)(o[t],_)}}else u=o.byteLength,s=c._malloc(u),_.push(s),c.HEAPU8.set(new Uint8Array(o.buffer,o.byteOffset,u),s);const l=c.stackSave(),p=c.stackAlloc(4*r.length);try{let e=p/4;r.forEach((t=>c.HEAP32[e++]=t));const n=c._OrtCreateTensor((0,a.tensorDataTypeStringToEnum)(t),s,u,p,r.length);if(0===n)throw new Error("Can't create a tensor");w.push(n)}finally{c.stackRestore(l)}}const e=c.stackSave(),s=c.stackAlloc(4*g),u=c.stackAlloc(4*g),p=c.stackAlloc(4*m),v=c.stackAlloc(4*m);try{let e=s/4,n=u/4,r=p/4,i=v/4;for(let r=0;r<g;r++)c.HEAPU32[e++]=w[r],c.HEAPU32[n++]=f[t[r]];for(let e=0;e<m;e++)c.HEAPU32[r++]=0,c.HEAPU32[i++]=h[o[e]];let l=c._OrtRun(d,u,s,g,v,m,p,b);const y=c.jsepRunPromise;y&&void 0!==y.then&&(l=await y);const _=[];if(0===l)for(let e=0;e<m;e++){const t=c.HEAPU32[p/4+e],n=c.stackSave(),r=c.stackAlloc(16);let o,i=0;try{if(l=c._OrtGetTensorData(t,r,r+4,r+8,r+12),0!==l)throw new Error(`Can't access output tensor data. error code = ${l}`);let e=r/4;const n=c.HEAPU32[e++];i=c.HEAPU32[e++];const s=c.HEAPU32[e++],u=c.HEAPU32[e++],p=[];for(let e=0;e<u;e++)p.push(c.HEAPU32[s/4+e]);c._OrtFree(s);const d=0===p.length?1:p.reduce(((e,t)=>e*t));if(o=(0,a.tensorDataTypeEnumToString)(n),"string"===o){const e=[];let t=i/4;for(let n=0;n<d;n++){const r=c.HEAPU32[t++],o=n===d-1?void 0:c.HEAPU32[t]-r;e.push(c.UTF8ToString(r,o))}_.push([o,p,e])}else{const e=new((0,a.tensorTypeToTypedArrayConstructor)(o))(d);new Uint8Array(e.buffer,e.byteOffset,e.byteLength).set(c.HEAPU8.subarray(i,i+e.byteLength)),_.push([o,p,e])}}finally{c.stackRestore(n),"string"===o&&i&&c._free(i),c._OrtReleaseTensor(t)}}if(0===l)return _;throw new Error(`failed to call OrtRun(). error code = ${l}.`)}finally{c.stackRestore(e)}}finally{w.forEach(c._OrtReleaseTensor),_.forEach(c._free),c._OrtReleaseRunOptions(b),y.forEach(c._free)}},t.endProfiling=e=>{const t=(0,s.getInstance)(),n=u.get(e);if(!n)throw new Error("invalid session id");const r=n[0],o=t._OrtEndProfiling(r);if(0===o)throw new Error("Can't get an profile file name");t._OrtFree(o)},t.extractTransferableBuffers=e=>{const t=[];for(const n of e){const e=n[2];!Array.isArray(e)&&e.buffer&&t.push(e.buffer)}return t}},263:function(e,t,n){"use strict";var r=this&&this.__createBinding||(Object.create?function(e,t,n,r){void 0===r&&(r=n);var o=Object.getOwnPropertyDescriptor(t,n);o&&!("get"in o?!t.__esModule:o.writable||o.configurable)||(o={enumerable:!0,get:function(){return t[n]}}),Object.defineProperty(e,r,o)}:function(e,t,n,r){void 0===r&&(r=n),e[r]=t[n]}),o=this&&this.__setModuleDefault||(Object.create?function(e,t){Object.defineProperty(e,"default",{enumerable:!0,value:t})}:function(e,t){e.default=t}),i=this&&this.__importStar||function(e){if(e&&e.__esModule)return e;var t={};if(null!=e)for(var n in e)"default"!==n&&Object.prototype.hasOwnProperty.call(e,n)&&r(t,e,n);return o(t,e),t};Object.defineProperty(t,"__esModule",{value:!0}),t.dispose=t.getInstance=t.initializeWebAssembly=void 0;const a=i(n(6449)),s=n(932),u=n(3474);let l,c=!1,p=!1,d=!1;t.initializeWebAssembly=async e=>{if(c)return Promise.resolve();if(p)throw new Error("multiple calls to 'initializeWebAssembly()' detected.");if(d)throw new Error("previous call to 'initializeWebAssembly()' failed.");p=!0;const t=e.initTimeout,r=e.numThreads,o=e.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(e){return!1}})(),f=o&&(()=>{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(e){return!1}})(),h=e.wasmPaths,g="string"==typeof h?h:void 0,m=((e,t)=>t?e?"ort-wasm-simd-threaded.wasm":"ort-wasm-threaded.wasm":e?"ort-wasm-simd.wasm":"ort-wasm.wasm")(f,i),b="object"==typeof h?h[m]:void 0;let y=!1;const w=[];if(t>0&&w.push(new Promise((e=>{setTimeout((()=>{y=!0,e()}),t)}))),w.push(new Promise(((e,t)=>{const r=i?u:s,o={locateFile:(e,t)=>i&&e.endsWith(".worker.js")&&"undefined"!=typeof Blob?URL.createObjectURL(new Blob([n(4154)],{type:"text/javascript"})):e.endsWith(".wasm")?b||(null!=g?g:t)+m:t+e};if(i)if("undefined"==typeof Blob)o.mainScriptUrlOrBlob=a.join("/","ort-wasm-threaded.js");else{const e=`var ortWasmThreaded=(function(){var _scriptDir;return ${r.toString()}})();`;o.mainScriptUrlOrBlob=new Blob([e],{type:"text/javascript"})}r(o).then((t=>{p=!1,c=!0,l=t,e()}),(e=>{p=!1,d=!0,t(e)}))}))),await Promise.race(w),y)throw new Error(`WebAssembly backend initializing failed due to timeout: ${t}ms`)},t.getInstance=()=>{if(c&&l)return l;throw new Error("WebAssembly is not initialized yet.")},t.dispose=()=>{var e;!c||p||d||(p=!0,null===(e=l.PThread)||void 0===e||e.terminateAllThreads(),l=void 0,p=!1,c=!1,d=!0)}},8050:(e,t,n)=>{"use strict";n.d(t,{Z:()=>i});var r=n(6614),o=n.n(r);function i(){return o()('/*!\n* ONNX Runtime Web v1.15.0\n* Copyright (c) Microsoft Corporation. All rights reserved.\n* Licensed under the MIT License.\n*/\n(()=>{var e={899:(e,t)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.iterateExtraOptions=void 0,t.iterateExtraOptions=(e,n,r,a)=>{if("object"==typeof e&&null!==e){if(r.has(e))throw new Error("Circular reference in options");r.add(e)}Object.entries(e).forEach((([e,o])=>{const i=n?n+e:e;if("object"==typeof o)(0,t.iterateExtraOptions)(o,i+".",r,a);else if("string"==typeof o||"number"==typeof o)a(i,o.toString());else{if("boolean"!=typeof o)throw new Error("Can\'t handle extra config type: "+typeof o);a(i,o?"1":"0")}}))}},918:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.setRunOptions=void 0;const r=n(899),a=n(444),o=n(263);t.setRunOptions=e=>{const t=(0,o.getInstance)();let n=0;const i=[],s=e||{};try{if(void 0===(null==e?void 0:e.logSeverityLevel))s.logSeverityLevel=2;else if("number"!=typeof e.logSeverityLevel||!Number.isInteger(e.logSeverityLevel)||e.logSeverityLevel<0||e.logSeverityLevel>4)throw new Error(`log serverity level is not valid: ${e.logSeverityLevel}`);if(void 0===(null==e?void 0:e.logVerbosityLevel))s.logVerbosityLevel=0;else if("number"!=typeof e.logVerbosityLevel||!Number.isInteger(e.logVerbosityLevel))throw new Error(`log verbosity level is not valid: ${e.logVerbosityLevel}`);void 0===(null==e?void 0:e.terminate)&&(s.terminate=!1);let o=0;if(void 0!==(null==e?void 0:e.tag)&&(o=(0,a.allocWasmString)(e.tag,i)),n=t._OrtCreateRunOptions(s.logSeverityLevel,s.logVerbosityLevel,!!s.terminate,o),0===n)throw new Error("Can\'t create run options");return void 0!==(null==e?void 0:e.extra)&&(0,r.iterateExtraOptions)(e.extra,"",new WeakSet,((e,r)=>{const o=(0,a.allocWasmString)(e,i),s=(0,a.allocWasmString)(r,i);if(0!==t._OrtAddRunConfigEntry(n,o,s))throw new Error(`Can\'t set a run config entry: ${e} - ${r}`)})),[n,i]}catch(e){throw 0!==n&&t._OrtReleaseRunOptions(n),i.forEach(t._free),e}}},622:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.setSessionOptions=void 0;const r=n(899),a=n(444),o=n(263);t.setSessionOptions=e=>{var t,n,i,s;const u=(0,o.getInstance)();let c=0;const l=[],f=e||{};(e=>{e.extra||(e.extra={}),e.extra.session||(e.extra.session={});const t=e.extra.session;t.use_ort_model_bytes_directly||(t.use_ort_model_bytes_directly="1"),e.executionProviders&&e.executionProviders.some((e=>"webgpu"===("string"==typeof e?e:e.name)))&&(e.enableMemPattern=!1)})(f);try{const e=(e=>{switch(e){case"disabled":return 0;case"basic":return 1;case"extended":return 2;case"all":return 99;default:throw new Error(`unsupported graph optimization level: ${e}`)}})(null!==(t=f.graphOptimizationLevel)&&void 0!==t?t:"all"),p=(e=>{switch(e){case"sequential":return 0;case"parallel":return 1;default:throw new Error(`unsupported execution mode: ${e}`)}})(null!==(n=f.executionMode)&&void 0!==n?n:"sequential"),d="string"==typeof f.logId?(0,a.allocWasmString)(f.logId,l):0,m=null!==(i=f.logSeverityLevel)&&void 0!==i?i:2;if(!Number.isInteger(m)||m<0||m>4)throw new Error(`log serverity level is not valid: ${m}`);const g=null!==(s=f.logVerbosityLevel)&&void 0!==s?s:0;if(!Number.isInteger(g)||g<0||g>4)throw new Error(`log verbosity level is not valid: ${g}`);const h="string"==typeof f.optimizedModelFilePath?(0,a.allocWasmString)(f.optimizedModelFilePath,l):0;if(c=u._OrtCreateSessionOptions(e,!!f.enableCpuMemArena,!!f.enableMemPattern,p,!!f.enableProfiling,0,d,m,g,h),0===c)throw new Error("Can\'t create session options");return f.executionProviders&&((e,t,n)=>{for(const r of t){let t="string"==typeof r?r:r.name;switch(t){case"xnnpack":t="XNNPACK";break;case"webgpu":t="JS";break;case"wasm":case"cpu":continue;default:throw new Error(`not supported EP: ${t}`)}const i=(0,a.allocWasmString)(t,n);if(0!==(0,o.getInstance)()._OrtAppendExecutionProvider(e,i))throw new Error(`Can\'t append execution provider: ${t}`)}})(c,f.executionProviders,l),void 0!==f.extra&&(0,r.iterateExtraOptions)(f.extra,"",new WeakSet,((e,t)=>{const n=(0,a.allocWasmString)(e,l),r=(0,a.allocWasmString)(t,l);if(0!==u._OrtAddSessionConfigEntry(c,n,r))throw new Error(`Can\'t set a session config entry: ${e} - ${t}`)})),[c,l]}catch(e){throw 0!==c&&u._OrtReleaseSessionOptions(c),l.forEach(u._free),e}}},444:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.allocWasmString=void 0;const r=n(263);t.allocWasmString=(e,t)=>{const n=(0,r.getInstance)(),a=n.lengthBytesUTF8(e)+1,o=n._malloc(a);return n.stringToUTF8(e,o,a),t.push(o),o}},917:(e,t)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.logLevelStringToEnum=t.tensorTypeToTypedArrayConstructor=t.getTensorElementSize=t.tensorDataTypeEnumToString=t.tensorDataTypeStringToEnum=void 0,t.tensorDataTypeStringToEnum=e=>{switch(e){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: ${e}`)}},t.tensorDataTypeEnumToString=e=>{switch(e){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: ${e}`)}},t.getTensorElementSize=e=>[void 0,4,1,1,2,2,4,8,void 0,1,2,8,4,8,void 0,void 0,void 0][e],t.tensorTypeToTypedArrayConstructor=e=>{switch(e){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: ${e}`)}},t.logLevelStringToEnum=e=>{switch(e){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: ${e}`)}}},259:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.extractTransferableBuffers=t.endProfiling=t.run=t.releaseSession=t.createSession=t.createSessionFinalize=t.createSessionAllocate=t.initOrt=void 0;const r=n(918),a=n(622),o=n(444),i=n(917),s=n(263);t.initOrt=(e,t)=>{const n=(0,s.getInstance)()._OrtInit(e,t);if(0!==n)throw new Error(`Can\'t initialize onnxruntime. error code = ${n}`)};const u=new Map;t.createSessionAllocate=e=>{const t=(0,s.getInstance)(),n=t._malloc(e.byteLength);return t.HEAPU8.set(e,n),[n,e.byteLength]},t.createSessionFinalize=(e,t)=>{const n=(0,s.getInstance)();let r=0,o=0,i=[];try{if([o,i]=(0,a.setSessionOptions)(t),r=n._OrtCreateSession(e[0],e[1],o),0===r)throw new Error("Can\'t create a session")}finally{n._free(e[0]),0!==o&&n._OrtReleaseSessionOptions(o),i.forEach(n._free)}const c=n._OrtGetInputCount(r),l=n._OrtGetOutputCount(r),f=[],p=[],d=[],m=[];for(let e=0;e<c;e++){const t=n._OrtGetInputName(r,e);if(0===t)throw new Error("Can\'t get an input name");p.push(t),f.push(n.UTF8ToString(t))}for(let e=0;e<l;e++){const t=n._OrtGetOutputName(r,e);if(0===t)throw new Error("Can\'t get an output name");m.push(t),d.push(n.UTF8ToString(t))}return u.set(r,[r,p,m]),[r,f,d]},t.createSession=(e,n)=>{const r=(0,t.createSessionAllocate)(e);return(0,t.createSessionFinalize)(r,n)},t.releaseSession=e=>{const t=(0,s.getInstance)(),n=u.get(e);if(!n)throw new Error("invalid session id");const r=n[0],a=n[1],o=n[2];a.forEach(t._OrtFree),o.forEach(t._OrtFree),t._OrtReleaseSession(r),u.delete(e)},t.run=async(e,t,n,a,c)=>{const l=(0,s.getInstance)(),f=u.get(e);if(!f)throw new Error("invalid session id");const p=f[0],d=f[1],m=f[2],g=t.length,h=a.length;let y=0,v=[];const b=[],w=[];try{[y,v]=(0,r.setRunOptions)(c);for(let e=0;e<g;e++){const t=n[e][0],r=n[e][1],a=n[e][2];let s,u;if(Array.isArray(a)){u=4*a.length,s=l._malloc(u),w.push(s);let e=s/4;for(let t=0;t<a.length;t++){if("string"!=typeof a[t])throw new TypeError(`tensor data at index ${t} is not a string`);l.HEAPU32[e++]=(0,o.allocWasmString)(a[t],w)}}else u=a.byteLength,s=l._malloc(u),w.push(s),l.HEAPU8.set(new Uint8Array(a.buffer,a.byteOffset,u),s);const c=l.stackSave(),f=l.stackAlloc(4*r.length);try{let e=f/4;r.forEach((t=>l.HEAP32[e++]=t));const n=l._OrtCreateTensor((0,i.tensorDataTypeStringToEnum)(t),s,u,f,r.length);if(0===n)throw new Error("Can\'t create a tensor");b.push(n)}finally{l.stackRestore(c)}}const e=l.stackSave(),s=l.stackAlloc(4*g),u=l.stackAlloc(4*g),f=l.stackAlloc(4*h),_=l.stackAlloc(4*h);try{let e=s/4,n=u/4,r=f/4,o=_/4;for(let r=0;r<g;r++)l.HEAPU32[e++]=b[r],l.HEAPU32[n++]=d[t[r]];for(let e=0;e<h;e++)l.HEAPU32[r++]=0,l.HEAPU32[o++]=m[a[e]];let c=l._OrtRun(p,u,s,g,_,h,f,y);const v=l.jsepRunPromise;v&&void 0!==v.then&&(c=await v);const w=[];if(0===c)for(let e=0;e<h;e++){const t=l.HEAPU32[f/4+e],n=l.stackSave(),r=l.stackAlloc(16);let a,o=0;try{if(c=l._OrtGetTensorData(t,r,r+4,r+8,r+12),0!==c)throw new Error(`Can\'t access output tensor data. error code = ${c}`);let e=r/4;const n=l.HEAPU32[e++];o=l.HEAPU32[e++];const s=l.HEAPU32[e++],u=l.HEAPU32[e++],f=[];for(let e=0;e<u;e++)f.push(l.HEAPU32[s/4+e]);l._OrtFree(s);const p=0===f.length?1:f.reduce(((e,t)=>e*t));if(a=(0,i.tensorDataTypeEnumToString)(n),"string"===a){const e=[];let t=o/4;for(let n=0;n<p;n++){const r=l.HEAPU32[t++],a=n===p-1?void 0:l.HEAPU32[t]-r;e.push(l.UTF8ToString(r,a))}w.push([a,f,e])}else{const e=new((0,i.tensorTypeToTypedArrayConstructor)(a))(p);new Uint8Array(e.buffer,e.byteOffset,e.byteLength).set(l.HEAPU8.subarray(o,o+e.byteLength)),w.push([a,f,e])}}finally{l.stackRestore(n),"string"===a&&o&&l._free(o),l._OrtReleaseTensor(t)}}if(0===c)return w;throw new Error(`failed to call OrtRun(). error code = ${c}.`)}finally{l.stackRestore(e)}}finally{b.forEach(l._OrtReleaseTensor),w.forEach(l._free),l._OrtReleaseRunOptions(y),v.forEach(l._free)}},t.endProfiling=e=>{const t=(0,s.getInstance)(),n=u.get(e);if(!n)throw new Error("invalid session id");const r=n[0],a=t._OrtEndProfiling(r);if(0===a)throw new Error("Can\'t get an profile file name");t._OrtFree(a)},t.extractTransferableBuffers=e=>{const t=[];for(const n of e){const e=n[2];!Array.isArray(e)&&e.buffer&&t.push(e.buffer)}return t}},263:function(e,t,n){"use strict";var r=this&&this.__createBinding||(Object.create?function(e,t,n,r){void 0===r&&(r=n);var a=Object.getOwnPropertyDescriptor(t,n);a&&!("get"in a?!t.__esModule:a.writable||a.configurable)||(a={enumerable:!0,get:function(){return t[n]}}),Object.defineProperty(e,r,a)}:function(e,t,n,r){void 0===r&&(r=n),e[r]=t[n]}),a=this&&this.__setModuleDefault||(Object.create?function(e,t){Object.defineProperty(e,"default",{enumerable:!0,value:t})}:function(e,t){e.default=t}),o=this&&this.__importStar||function(e){if(e&&e.__esModule)return e;var t={};if(null!=e)for(var n in e)"default"!==n&&Object.prototype.hasOwnProperty.call(e,n)&&r(t,e,n);return a(t,e),t};Object.defineProperty(t,"__esModule",{value:!0}),t.dispose=t.getInstance=t.initializeWebAssembly=void 0;const i=o(n(449)),s=n(932),u=n(474);let c,l=!1,f=!1,p=!1;t.initializeWebAssembly=async e=>{if(l)return Promise.resolve();if(f)throw new Error("multiple calls to \'initializeWebAssembly()\' detected.");if(p)throw new Error("previous call to \'initializeWebAssembly()\' failed.");f=!0;const t=e.initTimeout,r=e.numThreads,a=e.simd,o=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(e){return!1}})(),d=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(e){return!1}})(),m=e.wasmPaths,g="string"==typeof m?m:void 0,h=((e,t)=>t?e?"ort-wasm-simd-threaded.wasm":"ort-wasm-threaded.wasm":e?"ort-wasm-simd.wasm":"ort-wasm.wasm")(d,o),y="object"==typeof m?m[h]:void 0;let v=!1;const b=[];if(t>0&&b.push(new Promise((e=>{setTimeout((()=>{v=!0,e()}),t)}))),b.push(new Promise(((e,t)=>{const r=o?u:s,a={locateFile:(e,t)=>o&&e.endsWith(".worker.js")&&"undefined"!=typeof Blob?URL.createObjectURL(new Blob([n(154)],{type:"text/javascript"})):e.endsWith(".wasm")?y||(null!=g?g:t)+h:t+e};if(o)if("undefined"==typeof Blob)a.mainScriptUrlOrBlob=i.join("/","ort-wasm-threaded.js");else{const e=`var ortWasmThreaded=(function(){var _scriptDir;return ${r.toString()}})();`;a.mainScriptUrlOrBlob=new Blob([e],{type:"text/javascript"})}r(a).then((t=>{f=!1,l=!0,c=t,e()}),(e=>{f=!1,p=!0,t(e)}))}))),await Promise.race(b),v)throw new Error(`WebAssembly backend initializing failed due to timeout: ${t}ms`)},t.getInstance=()=>{if(l&&c)return c;throw new Error("WebAssembly is not initialized yet.")},t.dispose=()=>{var e;!l||f||p||(f=!0,null===(e=c.PThread)||void 0===e||e.terminateAllThreads(),c=void 0,f=!1,l=!1,p=!0)}},474:(e,t,n)=>{var _scriptDir,r=(_scriptDir=(_scriptDir="undefined"!=typeof document&&document.currentScript?document.currentScript.src:void 0)||"/index.js",function(e){function t(){return P.buffer!=D&&G(P.buffer),F}function r(){return P.buffer!=D&&G(P.buffer),U}function a(){return P.buffer!=D&&G(P.buffer),I}function o(){return P.buffer!=D&&G(P.buffer),W}function i(){return P.buffer!=D&&G(P.buffer),j}var s,u,c;e=e||{},s||(s=void 0!==e?e:{}),s.ready=new Promise((function(e,t){u=e,c=t}));var l,f,p,d,m,g,h=Object.assign({},s),y="./this.program",v=(e,t)=>{throw t},b="object"==typeof window,w="function"==typeof importScripts,_="object"==typeof process&&"object"==typeof process.versions&&"string"==typeof process.versions.node,O=s.ENVIRONMENT_IS_PTHREAD||!1,S="";function T(e){return s.locateFile?s.locateFile(e,S):S+e}if(_){let t;S=w?n(908).dirname(S)+"/":"//",g=()=>{m||(d=n(384),m=n(908))},l=function(e,t){return g(),e=m.normalize(e),d.readFileSync(e,t?void 0:"utf8")},p=e=>((e=l(e,!0)).buffer||(e=new Uint8Array(e)),e),f=(e,t,n)=>{g(),e=m.normalize(e),d.readFile(e,(function(e,r){e?n(e):t(r.buffer)}))},1<process.argv.length&&(y=process.argv[1].replace(/\\\\/g,"/")),process.argv.slice(2),process.on("uncaughtException",(function(e){if(!(e instanceof ie))throw e})),process.on("unhandledRejection",(function(e){throw e})),v=(e,t)=>{if(C)throw process.exitCode=e,t;t instanceof ie||x("exiting due to exception: "+t),process.exit(e)},s.inspect=function(){return"[Emscripten Module object]"};try{t=n(925)}catch(e){throw console.error(\'The "worker_threads" module is not supported in this node.js build - perhaps a newer version is needed?\'),e}n.g.Worker=t.Worker}else(b||w)&&(w?S=self.location.href:"undefined"!=typeof document&&document.currentScript&&(S=document.currentScript.src),_scriptDir&&(S=_scriptDir),S=0!==S.indexOf("blob:")?S.substr(0,S.replace(/[?#].*/,"").lastIndexOf("/")+1):"",_||(l=e=>{var t=new XMLHttpRequest;return t.open("GET",e,!1),t.send(null),t.responseText},w&&(p=e=>{var t=new XMLHttpRequest;return t.open("GET",e,!1),t.responseType="arraybuffer",t.send(null),new Uint8Array(t.response)}),f=(e,t,n)=>{var r=new XMLHttpRequest;r.open("GET",e,!0),r.responseType="arraybuffer",r.onload=()=>{200==r.status||0==r.status&&r.response?t(r.response):n()},r.onerror=n,r.send(null)}));_&&"undefined"==typeof performance&&(n.g.performance=n(953).performance);var A=console.log.bind(console),E=console.warn.bind(console);_&&(g(),A=e=>d.writeSync(1,e+"\\n"),E=e=>d.writeSync(2,e+"\\n"));var M,R=s.print||A,x=s.printErr||E;Object.assign(s,h),h=null,s.thisProgram&&(y=s.thisProgram),s.quit&&(v=s.quit),s.wasmBinary&&(M=s.wasmBinary);var C=s.noExitRuntime||!0;"object"!=typeof WebAssembly&&ne("no native wasm support detected");var P,k,D,F,U,I,W,j,H=!1,L="undefined"!=typeof TextDecoder?new TextDecoder("utf8"):void 0;function Y(e,t,n){var r=(t>>>=0)+n;for(n=t;e[n]&&!(n>=r);)++n;if(16<n-t&&e.buffer&&L)return L.decode(e.buffer instanceof SharedArrayBuffer?e.slice(t,n):e.subarray(t,n));for(r="";t<n;){var a=e[t++];if(128&a){var o=63&e[t++];if(192==(224&a))r+=String.fromCharCode((31&a)<<6|o);else{var i=63&e[t++];65536>(a=224==(240&a)?(15&a)<<12|o<<6|i:(7&a)<<18|o<<12|i<<6|63&e[t++])?r+=String.fromCharCode(a):(a-=65536,r+=String.fromCharCode(55296|a>>10,56320|1023&a))}}else r+=String.fromCharCode(a)}return r}function z(e,t){return(e>>>=0)?Y(r(),e,t):""}function B(e,t,n,r){if(!(0<r))return 0;var a=n>>>=0;r=n+r-1;for(var o=0;o<e.length;++o){var i=e.charCodeAt(o);if(55296<=i&&57343>=i&&(i=65536+((1023&i)<<10)|1023&e.charCodeAt(++o)),127>=i){if(n>=r)break;t[n++>>>0]=i}else{if(2047>=i){if(n+1>=r)break;t[n++>>>0]=192|i>>6}else{if(65535>=i){if(n+2>=r)break;t[n++>>>0]=224|i>>12}else{if(n+3>=r)break;t[n++>>>0]=240|i>>18,t[n++>>>0]=128|i>>12&63}t[n++>>>0]=128|i>>6&63}t[n++>>>0]=128|63&i}}return t[n>>>0]=0,n-a}function N(e){for(var t=0,n=0;n<e.length;++n){var r=e.charCodeAt(n);127>=r?t++:2047>=r?t+=2:55296<=r&&57343>=r?(t+=4,++n):t+=3}return t}function G(e){D=e,s.HEAP8=F=new Int8Array(e),s.HEAP16=new Int16Array(e),s.HEAP32=I=new Int32Array(e),s.HEAPU8=U=new Uint8Array(e),s.HEAPU16=new Uint16Array(e),s.HEAPU32=W=new Uint32Array(e),s.HEAPF32=new Float32Array(e),s.HEAPF64=j=new Float64Array(e)}O&&(D=s.buffer);var q=s.INITIAL_MEMORY||16777216;if(O)P=s.wasmMemory,D=s.buffer;else if(s.wasmMemory)P=s.wasmMemory;else if(!((P=new WebAssembly.Memory({initial:q/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");P&&(D=P.buffer),q=D.byteLength,G(D);var $,V=[],J=[],Q=[];function X(){var e=s.preRun.shift();V.unshift(e)}var K,Z=0,ee=null,te=null;function ne(e){throw O?postMessage({cmd:"onAbort",arg:e}):s.onAbort&&s.onAbort(e),x(e="Aborted("+e+")"),H=!0,e=new WebAssembly.RuntimeError(e+". Build with -sASSERTIONS for more info."),c(e),e}function re(){return K.startsWith("data:application/octet-stream;base64,")}function ae(){var e=K;try{if(e==K&&M)return new Uint8Array(M);if(p)return p(e);throw"both async and sync fetching of the wasm failed"}catch(e){ne(e)}}K="ort-wasm-threaded.wasm",re()||(K=T(K));var oe={};function ie(e){this.name="ExitStatus",this.message="Program terminated with exit("+e+")",this.status=e}function se(e){(e=fe.La[e])||ne(),fe.Xa(e)}function ue(e){var t=fe.lb();if(!t)return 6;fe.Ra.push(t),fe.La[e.Ka]=t,t.Ka=e.Ka;var n={cmd:"run",start_routine:e.pb,arg:e.ib,pthread_ptr:e.Ka};return t.Qa=()=>{n.time=performance.now(),t.postMessage(n,e.vb)},t.loaded&&(t.Qa(),delete t.Qa),0}function ce(e){if(O)return He(1,1,e);C||(fe.qb(),s.onExit&&s.onExit(e),H=!0),v(e,new ie(e))}function le(e,t){if(!t&&O)throw de(e),"unwind";ce(e)}var fe={Oa:[],Ra:[],$a:[],La:{},Ua:function(){O&&fe.mb()},xb:function(){},mb:function(){fe.receiveObjectTransfer=fe.ob,fe.threadInitTLS=fe.Za,fe.setExitStatus=fe.Ya,C=!1},Ya:function(){},qb:function(){for(var e of Object.values(fe.La))fe.Xa(e);for(e of fe.Oa)e.terminate();fe.Oa=[]},Xa:function(e){var t=e.Ka;delete fe.La[t],fe.Oa.push(e),fe.Ra.splice(fe.Ra.indexOf(e),1),e.Ka=0,ct(t)},ob:function(){},Za:function(){fe.$a.forEach((e=>e()))},nb:function(e,t){e.onmessage=n=>{var r=(n=n.data).cmd;if(e.Ka&&(fe.kb=e.Ka),n.targetThread&&n.targetThread!=rt()){var a=fe.La[n.yb];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?De(n.queue):"spawnThread"===r?ue(n):"cleanupThread"===r?se(n.thread):"killThread"===r?(n=n.thread,r=fe.La[n],delete fe.La[n],r.terminate(),ct(n),fe.Ra.splice(fe.Ra.indexOf(r),1),r.Ka=0):"cancelThread"===r?fe.La[n.thread].postMessage({cmd:"cancel"}):"loaded"===r?(e.loaded=!0,t&&t(e),e.Qa&&(e.Qa(),delete e.Qa)):"print"===r?R("Thread "+n.threadId+": "+n.text):"printErr"===r?x("Thread "+n.threadId+": "+n.text):"alert"===r?alert("Thread "+n.threadId+": "+n.text):"setimmediate"===n.target?e.postMessage(n):"onAbort"===r?s.onAbort&&s.onAbort(n.arg):r&&x("worker sent an unknown command "+r);fe.kb=void 0},e.onerror=e=>{throw x("worker sent an error! "+e.filename+":"+e.lineno+": "+e.message),e},_&&(e.on("message",(function(t){e.onmessage({data:t})})),e.on("error",(function(t){e.onerror(t)})),e.on("detachedExit",(function(){}))),e.postMessage({cmd:"load",urlOrBlob:s.mainScriptUrlOrBlob||_scriptDir,wasmMemory:P,wasmModule:k})},hb:function(){var e=T("ort-wasm-threaded.worker.js");fe.Oa.push(new Worker(e))},lb:function(){return 0==fe.Oa.length&&(fe.hb(),fe.nb(fe.Oa[0])),fe.Oa.pop()}};function pe(e){for(;0<e.length;)e.shift()(s)}function de(e){if(O)return He(2,0,e);try{le(e)}catch(e){e instanceof ie||"unwind"==e||v(1,e)}}s.PThread=fe,s.establishStackSpace=function(){var e=rt(),t=a()[e+44>>2>>>0];e=a()[e+48>>2>>>0],ft(t,t-e),dt(t)};var me,ge,he=[];function ye(e){this.Pa=e-24,this.gb=function(e){o()[this.Pa+4>>2>>>0]=e},this.cb=function(e){o()[this.Pa+8>>2>>>0]=e},this.eb=function(){a()[this.Pa>>2>>>0]=0},this.bb=function(){t()[this.Pa+12>>0>>>0]=0},this.fb=function(){t()[this.Pa+13>>0>>>0]=0},this.Ua=function(e,t){this.ab(),this.gb(e),this.cb(t),this.eb(),this.bb(),this.fb()},this.ab=function(){o()[this.Pa+16>>2>>>0]=0}}function ve(e,t,n,r){return O?He(3,1,e,t,n,r):be(e,t,n,r)}function be(e,t,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?ve(e,t,n,r):(e={pb:n,Ka:e,ib:r,vb:a},O?(e.wb="spawnThread",postMessage(e,a),0):ue(e))}function we(e,t,n){return O?He(4,1,e,t,n):0}function _e(e,t){if(O)return He(5,1,e,t)}function Oe(e,t){if(O)return He(6,1,e,t)}function Se(e,t,n){if(O)return He(7,1,e,t,n)}function Te(e,t,n){return O?He(8,1,e,t,n):0}function Ae(e,t){if(O)return He(9,1,e,t)}function Ee(e,t,n){if(O)return He(10,1,e,t,n)}function Me(e,t,n,r){if(O)return He(11,1,e,t,n,r)}function Re(e,t,n,r){if(O)return He(12,1,e,t,n,r)}function xe(e,t,n,r){if(O)return He(13,1,e,t,n,r)}function Ce(e){if(O)return He(14,1,e)}function Pe(e,t){if(O)return He(15,1,e,t)}function ke(e,t,n){if(O)return He(16,1,e,t,n)}function De(e){Atomics.store(a(),e>>2,1),rt()&&ut(e),Atomics.compareExchange(a(),e>>2,1,0)}function Fe(e){return o()[e>>>2]+4294967296*a()[e+4>>>2]}function Ue(e,t,n,r,a,o){return O?He(17,1,e,t,n,r,a,o):-52}function Ie(e,t,n,r,a,o){if(O)return He(18,1,e,t,n,r,a,o)}function We(e){var n=N(e)+1,r=at(n);return r&&B(e,t(),r,n),r}function je(e,t,n){function r(e){return(e=e.toTimeString().match(/\\(([A-Za-z ]+)\\)$/))?e[1]:"GMT"}if(O)return He(19,1,e,t,n);var i=(new Date).getFullYear(),s=new Date(i,0,1),u=new Date(i,6,1);i=s.getTimezoneOffset();var c=u.getTimezoneOffset(),l=Math.max(i,c);a()[e>>2>>>0]=60*l,a()[t>>2>>>0]=Number(i!=c),e=r(s),t=r(u),e=We(e),t=We(t),c<i?(o()[n>>2>>>0]=e,o()[n+4>>2>>>0]=t):(o()[n>>2>>>0]=t,o()[n+4>>2>>>0]=e)}function He(e,t){var n=arguments.length-2,r=arguments;return function(e){var t=pt();return e=e(),dt(t),e}((()=>{for(var a=mt(8*n),o=a>>3,s=0;s<n;s++){var u=r[2+s];i()[o+s>>>0]=u}return st(e,n,a,t)}))}s.invokeEntryPoint=function(e,t){var n=he[e];n||(e>=he.length&&(he.length=e+1),he[e]=n=$.get(e)),e=n(t),C?fe.Ya(e):lt(e)},s.executeNotifiedProxyingQueue=De,ge=_?()=>{var e=process.hrtime();return 1e3*e[0]+e[1]/1e6}:O?()=>performance.now()-s.__performance_now_clock_drift:()=>performance.now();var Le,Ye=[],ze={};function Be(){if(!Le){var e,t={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",_:y||"./this.program"};for(e in ze)void 0===ze[e]?delete t[e]:t[e]=ze[e];var n=[];for(e in t)n.push(e+"="+t[e]);Le=n}return Le}function Ne(e,n){if(O)return He(20,1,e,n);var r=0;return Be().forEach((function(a,i){var s=n+r;for(i=o()[e+4*i>>2>>>0]=s,s=0;s<a.length;++s)t()[i++>>0>>>0]=a.charCodeAt(s);t()[i>>0>>>0]=0,r+=a.length+1})),0}function Ge(e,t){if(O)return He(21,1,e,t);var n=Be();o()[e>>2>>>0]=n.length;var r=0;return n.forEach((function(e){r+=e.length+1})),o()[t>>2>>>0]=r,0}function qe(e){return O?He(22,1,e):52}function $e(e,t,n,r){return O?He(23,1,e,t,n,r):52}function Ve(e,t,n,r,a){return O?He(24,1,e,t,n,r,a):70}var Je=[null,[],[]];function Qe(e,t,n,a){if(O)return He(25,1,e,t,n,a);for(var i=0,s=0;s<n;s++){var u=o()[t>>2>>>0],c=o()[t+4>>2>>>0];t+=8;for(var l=0;l<c;l++){var f=r()[u+l>>>0],p=Je[e];0===f||10===f?((1===e?R:x)(Y(p,0)),p.length=0):p.push(f)}i+=c}return o()[a>>2>>>0]=i,0}function Xe(e){return 0==e%4&&(0!=e%100||0==e%400)}var Ke=[31,29,31,30,31,30,31,31,30,31,30,31],Ze=[31,28,31,30,31,30,31,31,30,31,30,31];function et(e,n,r,o){function i(e,t,n){for(e="number"==typeof e?e.toString():e||"";e.length<t;)e=n[0]+e;return e}function s(e,t){return i(e,t,"0")}function u(e,t){function n(e){return 0>e?-1:0<e?1:0}var r;return 0===(r=n(e.getFullYear()-t.getFullYear()))&&0===(r=n(e.getMonth()-t.getMonth()))&&(r=n(e.getDate()-t.getDate())),r}function c(e){switch(e.getDay()){case 0:return new Date(e.getFullYear()-1,11,29);case 1:return e;case 2:return new Date(e.getFullYear(),0,3);case 3:return new Date(e.getFullYear(),0,2);case 4:return new Date(e.getFullYear(),0,1);case 5:return new Date(e.getFullYear()-1,11,31);case 6:return new Date(e.getFullYear()-1,11,30)}}function l(e){var t=e.Ma;for(e=new Date(new Date(e.Na+1900,0,1).getTime());0<t;){var n=e.getMonth(),r=(Xe(e.getFullYear())?Ke:Ze)[n];if(!(t>r-e.getDate())){e.setDate(e.getDate()+t);break}t-=r-e.getDate()+1,e.setDate(1),11>n?e.setMonth(n+1):(e.setMonth(0),e.setFullYear(e.getFullYear()+1))}return n=new Date(e.getFullYear()+1,0,4),t=c(new Date(e.getFullYear(),0,4)),n=c(n),0>=u(t,e)?0>=u(n,e)?e.getFullYear()+1:e.getFullYear():e.getFullYear()-1}var f=a()[o+40>>2>>>0];for(var p in o={tb:a()[o>>2>>>0],sb:a()[o+4>>2>>>0],Sa:a()[o+8>>2>>>0],Va:a()[o+12>>2>>>0],Ta:a()[o+16>>2>>>0],Na:a()[o+20>>2>>>0],Ja:a()[o+24>>2>>>0],Ma:a()[o+28>>2>>>0],zb:a()[o+32>>2>>>0],rb:a()[o+36>>2>>>0],ub:f?z(f):""},r=z(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 d="Sunday Monday Tuesday Wednesday Thursday Friday Saturday".split(" "),m="January February March April May June July August September October November December".split(" ");for(p in f={"%a":function(e){return d[e.Ja].substring(0,3)},"%A":function(e){return d[e.Ja]},"%b":function(e){return m[e.Ta].substring(0,3)},"%B":function(e){return m[e.Ta]},"%C":function(e){return s((e.Na+1900)/100|0,2)},"%d":function(e){return s(e.Va,2)},"%e":function(e){return i(e.Va,2," ")},"%g":function(e){return l(e).toString().substring(2)},"%G":function(e){return l(e)},"%H":function(e){return s(e.Sa,2)},"%I":function(e){return 0==(e=e.Sa)?e=12:12<e&&(e-=12),s(e,2)},"%j":function(e){for(var t=0,n=0;n<=e.Ta-1;t+=(Xe(e.Na+1900)?Ke:Ze)[n++]);return s(e.Va+t,3)},"%m":function(e){return s(e.Ta+1,2)},"%M":function(e){return s(e.sb,2)},"%n":function(){return"\\n"},"%p":function(e){return 0<=e.Sa&&12>e.Sa?"AM":"PM"},"%S":function(e){return s(e.tb,2)},"%t":function(){return"\\t"},"%u":function(e){return e.Ja||7},"%U":function(e){return s(Math.floor((e.Ma+7-e.Ja)/7),2)},"%V":function(e){var t=Math.floor((e.Ma+7-(e.Ja+6)%7)/7);if(2>=(e.Ja+371-e.Ma-2)%7&&t++,t)53==t&&(4==(n=(e.Ja+371-e.Ma)%7)||3==n&&Xe(e.Na)||(t=1));else{t=52;var n=(e.Ja+7-e.Ma-1)%7;(4==n||5==n&&Xe(e.Na%400-1))&&t++}return s(t,2)},"%w":function(e){return e.Ja},"%W":function(e){return s(Math.floor((e.Ma+7-(e.Ja+6)%7)/7),2)},"%y":function(e){return(e.Na+1900).toString().substring(2)},"%Y":function(e){return e.Na+1900},"%z":function(e){var t=0<=(e=e.rb);return e=Math.abs(e)/60,(t?"+":"-")+String("0000"+(e/60*100+e%60)).slice(-4)},"%Z":function(e){return e.ub},"%%":function(){return"%"}},r=r.replace(/%%/g,"\\0\\0"),f)r.includes(p)&&(r=r.replace(new RegExp(p,"g"),f[p](o)));return p=function(e){var t=Array(N(e)+1);return B(e,t,0,t.length),t}(r=r.replace(/\\0\\0/g,"%")),p.length>n?0:(function(e,n){t().set(e,n>>>0)}(p,e),p.length-1)}fe.Ua();var tt=[null,ce,de,ve,we,_e,Oe,Se,Te,Ae,Ee,Me,Re,xe,Ce,Pe,ke,Ue,Ie,je,Ne,Ge,qe,$e,Ve,Qe],nt={b:function(e){return at(e+24)+24},c:function(e,t,n){throw new ye(e).Ua(t,n),e},L:function(e){ot(e,!w,1,!b),fe.Za()},l:function(e){O?postMessage({cmd:"cleanupThread",thread:e}):se(e)},D:be,i:we,R:_e,z:Oe,B:Se,T:Te,P:Ae,I:Ee,O:Me,p:Re,A:xe,x:Ce,Q:Pe,y:ke,r:function(){},j:function(){ne("To use dlopen, you need enable dynamic linking, see https://github.com/emscripten-core/emscripten/wiki/Linking")},s:function(){ne("To use dlopen, you need enable dynamic linking, see https://github.com/emscripten-core/emscripten/wiki/Linking")},q:function(){return Date.now()},E:function(){return 2097152},V:function(){return!0},F:function(e,t,n,r){if(e==t)setTimeout((()=>De(r)));else if(O)postMessage({targetThread:e,cmd:"processProxyingQueue",queue:r});else{if(!(e=fe.La[e]))return;e.postMessage({cmd:"processProxyingQueue",queue:r})}return 1},K:function(){return-1},W:function(e,t){e=new Date(1e3*Fe(e)),a()[t>>2>>>0]=e.getUTCSeconds(),a()[t+4>>2>>>0]=e.getUTCMinutes(),a()[t+8>>2>>>0]=e.getUTCHours(),a()[t+12>>2>>>0]=e.getUTCDate(),a()[t+16>>2>>>0]=e.getUTCMonth(),a()[t+20>>2>>>0]=e.getUTCFullYear()-1900,a()[t+24>>2>>>0]=e.getUTCDay(),e=(e.getTime()-Date.UTC(e.getUTCFullYear(),0,1,0,0,0,0))/864e5|0,a()[t+28>>2>>>0]=e},X:function(e,t){e=new Date(1e3*Fe(e)),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(),a()[t+20>>2>>>0]=e.getFullYear()-1900,a()[t+24>>2>>>0]=e.getDay();var n=new Date(e.getFullYear(),0,1),r=(e.getTime()-n.getTime())/864e5|0;a()[t+28>>2>>>0]=r,a()[t+36>>2>>>0]=-60*e.getTimezoneOffset(),r=new Date(e.getFullYear(),6,1).getTimezoneOffset(),e=0|(r!=(n=n.getTimezoneOffset())&&e.getTimezoneOffset()==Math.min(n,r)),a()[t+32>>2>>>0]=e},Y:function(e){var t=new Date(a()[e+20>>2>>>0]+1900,a()[e+16>>2>>>0],a()[e+12>>2>>>0],a()[e+8>>2>>>0],a()[e+4>>2>>>0],a()[e>>2>>>0],0),n=a()[e+32>>2>>>0],r=t.getTimezoneOffset(),o=new Date(t.getFullYear(),0,1),i=new Date(t.getFullYear(),6,1).getTimezoneOffset(),s=o.getTimezoneOffset(),u=Math.min(s,i);return 0>n?a()[e+32>>2>>>0]=Number(i!=s&&u==r):0<n!=(u==r)&&(i=Math.max(s,i),t.setTime(t.getTime()+6e4*((0<n?u:i)-r))),a()[e+24>>2>>>0]=t.getDay(),n=(t.getTime()-o.getTime())/864e5|0,a()[e+28>>2>>>0]=n,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(),t.getTime()/1e3|0},G:Ue,H:Ie,Z:function e(t,n,r){e.jb||(e.jb=!0,je(t,n,r))},d:function(){ne("")},m:function(){if(!_&&!w){var e="Blocking on the main thread is very dangerous, see https://emscripten.org/docs/porting/pthreads.html#blocking-on-the-main-browser-thread";me||(me={}),me[e]||(me[e]=1,_&&(e="warning: "+e),x(e))}},w:function(){return 4294901760},f:ge,S:function(e,t,n){r().copyWithin(e>>>0,t>>>0,t+n>>>0)},g:function(){return _?n(993).cpus().length:navigator.hardwareConcurrency},J:function(e,t,n){Ye.length=t,n>>=3;for(var r=0;r<t;r++)Ye[r]=i()[n+r>>>0];return(0>e?oe[-e-1]:tt[e]).apply(null,Ye)},v:function(e){var t=r().length;if((e>>>=0)<=t||4294901760<e)return!1;for(var n=1;4>=n;n*=2){var a=t*(1+.2/n);a=Math.min(a,e+100663296);var o=Math;a=Math.max(e,a),o=o.min.call(o,4294901760,a+(65536-a%65536)%65536);e:{try{P.grow(o-D.byteLength+65535>>>16),G(P.buffer);var i=1;break e}catch(e){}i=void 0}if(i)return!0}return!1},U:function(){throw"unwind"},M:Ne,N:Ge,k:le,h:qe,o:$e,t:Ve,n:Qe,u:function e(r,a){e.Wa||(e.Wa=function(){if("object"==typeof crypto&&"function"==typeof crypto.getRandomValues){var e=new Uint8Array(1);return()=>(crypto.getRandomValues(e),e[0])}if(_)try{var t=n(760);return()=>t.randomBytes(1)[0]}catch(e){}return()=>ne("randomDevice")}());for(var o=0;o<a;o++)t()[r+o>>0>>>0]=e.Wa();return 0},a:P||s.wasmMemory,C:et,e:function(e,t,n,r){return et(e,t,n,r)}};!function(){function e(e,t){s.asm=e.exports,fe.$a.push(s.asm.wa),$=s.asm.za,J.unshift(s.asm._),k=t,O||(Z--,s.monitorRunDependencies&&s.monitorRunDependencies(Z),0==Z&&(null!==ee&&(clearInterval(ee),ee=null),te&&(e=te,te=null,e())))}function t(t){e(t.instance,t.module)}function n(e){return function(){if(!M&&(b||w)){if("function"==typeof fetch&&!K.startsWith("file://"))return fetch(K,{credentials:"same-origin"}).then((function(e){if(!e.ok)throw"failed to load wasm binary file at \'"+K+"\'";return e.arrayBuffer()})).catch((function(){return ae()}));if(f)return new Promise((function(e,t){f(K,(function(t){e(new Uint8Array(t))}),t)}))}return Promise.resolve().then((function(){return ae()}))}().then((function(e){return WebAssembly.instantiate(e,r)})).then((function(e){return e})).then(e,(function(e){x("failed to asynchronously prepare wasm: "+e),ne(e)}))}var r={a:nt};if(O||(Z++,s.monitorRunDependencies&&s.monitorRunDependencies(Z)),s.instantiateWasm)try{return s.instantiateWasm(r,e)}catch(e){return x("Module.instantiateWasm callback failed with error: "+e),!1}(M||"function"!=typeof WebAssembly.instantiateStreaming||re()||K.startsWith("file://")||_||"function"!=typeof fetch?n(t):fetch(K,{credentials:"same-origin"}).then((function(e){return WebAssembly.instantiateStreaming(e,r).then(t,(function(e){return x("wasm streaming compile failed: "+e),x("falling back to ArrayBuffer instantiation"),n(t)}))}))).catch(c)}(),s.___wasm_call_ctors=function(){return(s.___wasm_call_ctors=s.asm._).apply(null,arguments)},s._OrtInit=function(){return(s._OrtInit=s.asm.$).apply(null,arguments)},s._OrtCreateSessionOptions=function(){return(s._OrtCreateSessionOptions=s.asm.aa).apply(null,arguments)},s._OrtAppendExecutionProvider=function(){return(s._OrtAppendExecutionProvider=s.asm.ba).apply(null,arguments)},s._OrtAddSessionConfigEntry=function(){return(s._OrtAddSessionConfigEntry=s.asm.ca).apply(null,arguments)},s._OrtReleaseSessionOptions=function(){return(s._OrtReleaseSessionOptions=s.asm.da).apply(null,arguments)},s._OrtCreateSession=function(){return(s._OrtCreateSession=s.asm.ea).apply(null,arguments)},s._OrtReleaseSession=function(){return(s._OrtReleaseSession=s.asm.fa).apply(null,arguments)},s._OrtGetInputCount=function(){return(s._OrtGetInputCount=s.asm.ga).apply(null,arguments)},s._OrtGetOutputCount=function(){return(s._OrtGetOutputCount=s.asm.ha).apply(null,arguments)},s._OrtGetInputName=function(){return(s._OrtGetInputName=s.asm.ia).apply(null,arguments)},s._OrtGetOutputName=function(){return(s._OrtGetOutputName=s.asm.ja).apply(null,arguments)},s._OrtFree=function(){return(s._OrtFree=s.asm.ka).apply(null,arguments)},s._OrtCreateTensor=function(){return(s._OrtCreateTensor=s.asm.la).apply(null,arguments)},s._OrtGetTensorData=function(){return(s._OrtGetTensorData=s.asm.ma).apply(null,arguments)},s._OrtReleaseTensor=function(){return(s._OrtReleaseTensor=s.asm.na).apply(null,arguments)},s._OrtCreateRunOptions=function(){return(s._OrtCreateRunOptions=s.asm.oa).apply(null,arguments)},s._OrtAddRunConfigEntry=function(){return(s._OrtAddRunConfigEntry=s.asm.pa).apply(null,arguments)},s._OrtReleaseRunOptions=function(){return(s._OrtReleaseRunOptions=s.asm.qa).apply(null,arguments)},s._OrtRun=function(){return(s._OrtRun=s.asm.ra).apply(null,arguments)},s._OrtEndProfiling=function(){return(s._OrtEndProfiling=s.asm.sa).apply(null,arguments)};var rt=s._pthread_self=function(){return(rt=s._pthread_self=s.asm.ta).apply(null,arguments)},at=s._malloc=function(){return(at=s._malloc=s.asm.ua).apply(null,arguments)};s._free=function(){return(s._free=s.asm.va).apply(null,arguments)},s.__emscripten_tls_init=function(){return(s.__emscripten_tls_init=s.asm.wa).apply(null,arguments)};var ot=s.__emscripten_thread_init=function(){return(ot=s.__emscripten_thread_init=s.asm.xa).apply(null,arguments)};s.__emscripten_thread_crashed=function(){return(s.__emscripten_thread_crashed=s.asm.ya).apply(null,arguments)};var it,st=s._emscripten_run_in_main_runtime_thread_js=function(){return(st=s._emscripten_run_in_main_runtime_thread_js=s.asm.Aa).apply(null,arguments)},ut=s.__emscripten_proxy_execute_task_queue=function(){return(ut=s.__emscripten_proxy_execute_task_queue=s.asm.Ba).apply(null,arguments)},ct=s.__emscripten_thread_free_data=function(){return(ct=s.__emscripten_thread_free_data=s.asm.Ca).apply(null,arguments)},lt=s.__emscripten_thread_exit=function(){return(lt=s.__emscripten_thread_exit=s.asm.Da).apply(null,arguments)},ft=s._emscripten_stack_set_limits=function(){return(ft=s._emscripten_stack_set_limits=s.asm.Ea).apply(null,arguments)},pt=s.stackSave=function(){return(pt=s.stackSave=s.asm.Fa).apply(null,arguments)},dt=s.stackRestore=function(){return(dt=s.stackRestore=s.asm.Ga).apply(null,arguments)},mt=s.stackAlloc=function(){return(mt=s.stackAlloc=s.asm.Ha).apply(null,arguments)};function gt(){function e(){if(!it&&(it=!0,s.calledRun=!0,!H)&&(O||pe(J),u(s),s.onRuntimeInitialized&&s.onRuntimeInitialized(),!O)){if(s.postRun)for("function"==typeof s.postRun&&(s.postRun=[s.postRun]);s.postRun.length;){var e=s.postRun.shift();Q.unshift(e)}pe(Q)}}if(!(0<Z))if(O)u(s),O||pe(J),postMessage({cmd:"loaded"});else{if(s.preRun)for("function"==typeof s.preRun&&(s.preRun=[s.preRun]);s.preRun.length;)X();pe(V),0<Z||(s.setStatus?(s.setStatus("Running..."),setTimeout((function(){setTimeout((function(){s.setStatus("")}),1),e()}),1)):e())}}if(s.___cxa_is_pointer_type=function(){return(s.___cxa_is_pointer_type=s.asm.Ia).apply(null,arguments)},s.UTF8ToString=z,s.stringToUTF8=function(e,t,n){return B(e,r(),t,n)},s.lengthBytesUTF8=N,s.keepRuntimeAlive=function(){return C},s.wasmMemory=P,s.stackSave=pt,s.stackRestore=dt,s.stackAlloc=mt,s.ExitStatus=ie,s.PThread=fe,te=function e(){it||gt(),it||(te=e)},s.preInit)for("function"==typeof s.preInit&&(s.preInit=[s.preInit]);0<s.preInit.length;)s.preInit.pop()();return gt(),e.ready});e.exports=r},932:(e,t,n)=>{var _scriptDir,r=(_scriptDir=(_scriptDir="undefined"!=typeof document&&document.currentScript?document.currentScript.src:void 0)||"/index.js",function(e){var t,r,a;e=e||{},t||(t=void 0!==e?e:{}),t.ready=new Promise((function(e,t){r=e,a=t}));var o,i,s,u,c,l,f=Object.assign({},t),p="./this.program",d=(e,t)=>{throw t},m="object"==typeof window,g="function"==typeof importScripts,h="object"==typeof process&&"object"==typeof process.versions&&"string"==typeof process.versions.node,y="";h?(y=g?n(908).dirname(y)+"/":"//",l=()=>{c||(u=n(384),c=n(908))},o=function(e,t){return l(),e=c.normalize(e),u.readFileSync(e,t?void 0:"utf8")},s=e=>((e=o(e,!0)).buffer||(e=new Uint8Array(e)),e),i=(e,t,n)=>{l(),e=c.normalize(e),u.readFile(e,(function(e,r){e?n(e):t(r.buffer)}))},1<process.argv.length&&(p=process.argv[1].replace(/\\\\/g,"/")),process.argv.slice(2),process.on("uncaughtException",(function(e){if(!(e instanceof $))throw e})),process.on("unhandledRejection",(function(e){throw e})),d=(e,t)=>{if(_)throw process.exitCode=e,t;t instanceof $||w("exiting due to exception: "+t),process.exit(e)},t.inspect=function(){return"[Emscripten Module object]"}):(m||g)&&(g?y=self.location.href:"undefined"!=typeof document&&document.currentScript&&(y=document.currentScript.src),_scriptDir&&(y=_scriptDir),y=0!==y.indexOf("blob:")?y.substr(0,y.replace(/[?#].*/,"").lastIndexOf("/")+1):"",o=e=>{var t=new XMLHttpRequest;return t.open("GET",e,!1),t.send(null),t.responseText},g&&(s=e=>{var t=new XMLHttpRequest;return t.open("GET",e,!1),t.responseType="arraybuffer",t.send(null),new Uint8Array(t.response)}),i=(e,t,n)=>{var r=new XMLHttpRequest;r.open("GET",e,!0),r.responseType="arraybuffer",r.onload=()=>{200==r.status||0==r.status&&r.response?t(r.response):n()},r.onerror=n,r.send(null)});var v,b=t.print||console.log.bind(console),w=t.printErr||console.warn.bind(console);Object.assign(t,f),f=null,t.thisProgram&&(p=t.thisProgram),t.quit&&(d=t.quit),t.wasmBinary&&(v=t.wasmBinary);var _=t.noExitRuntime||!0;"object"!=typeof WebAssembly&&B("no native wasm support detected");var O,S,T,A,E,M,R=!1,x="undefined"!=typeof TextDecoder?new TextDecoder("utf8"):void 0;function C(e,t,n){var r=(t>>>=0)+n;for(n=t;e[n]&&!(n>=r);)++n;if(16<n-t&&e.buffer&&x)return x.decode(e.subarray(t,n));for(r="";t<n;){var a=e[t++];if(128&a){var o=63&e[t++];if(192==(224&a))r+=String.fromCharCode((31&a)<<6|o);else{var i=63&e[t++];65536>(a=224==(240&a)?(15&a)<<12|o<<6|i:(7&a)<<18|o<<12|i<<6|63&e[t++])?r+=String.fromCharCode(a):(a-=65536,r+=String.fromCharCode(55296|a>>10,56320|1023&a))}}else r+=String.fromCharCode(a)}return r}function P(e,t){return(e>>>=0)?C(A,e,t):""}function k(e,t,n,r){if(!(0<r))return 0;var a=n>>>=0;r=n+r-1;for(var o=0;o<e.length;++o){var i=e.charCodeAt(o);if(55296<=i&&57343>=i&&(i=65536+((1023&i)<<10)|1023&e.charCodeAt(++o)),127>=i){if(n>=r)break;t[n++>>>0]=i}else{if(2047>=i){if(n+1>=r)break;t[n++>>>0]=192|i>>6}else{if(65535>=i){if(n+2>=r)break;t[n++>>>0]=224|i>>12}else{if(n+3>=r)break;t[n++>>>0]=240|i>>18,t[n++>>>0]=128|i>>12&63}t[n++>>>0]=128|i>>6&63}t[n++>>>0]=128|63&i}}return t[n>>>0]=0,n-a}function D(e){for(var t=0,n=0;n<e.length;++n){var r=e.charCodeAt(n);127>=r?t++:2047>=r?t+=2:55296<=r&&57343>=r?(t+=4,++n):t+=3}return t}function F(){var e=O.buffer;S=e,t.HEAP8=T=new Int8Array(e),t.HEAP16=new Int16Array(e),t.HEAP32=E=new Int32Array(e),t.HEAPU8=A=new Uint8Array(e),t.HEAPU16=new Uint16Array(e),t.HEAPU32=M=new Uint32Array(e),t.HEAPF32=new Float32Array(e),t.HEAPF64=new Float64Array(e)}var U=[],I=[],W=[];function j(){var e=t.preRun.shift();U.unshift(e)}var H,L=0,Y=null,z=null;function B(e){throw t.onAbort&&t.onAbort(e),w(e="Aborted("+e+")"),R=!0,e=new WebAssembly.RuntimeError(e+". Build with -sASSERTIONS for more info."),a(e),e}function N(){return H.startsWith("data:application/octet-stream;base64,")}if(H="ort-wasm.wasm",!N()){var G=H;H=t.locateFile?t.locateFile(G,y):y+G}function q(){var e=H;try{if(e==H&&v)return new Uint8Array(v);if(s)return s(e);throw"both async and sync fetching of the wasm failed"}catch(e){B(e)}}function $(e){this.name="ExitStatus",this.message="Program terminated with exit("+e+")",this.status=e}function V(e){for(;0<e.length;)e.shift()(t)}function J(e){this.sa=e-24,this.Ia=function(e){M[this.sa+4>>2>>>0]=e},this.Ba=function(e){M[this.sa+8>>2>>>0]=e},this.Ga=function(){E[this.sa>>2>>>0]=0},this.Aa=function(){T[this.sa+12>>0>>>0]=0},this.Ha=function(){T[this.sa+13>>0>>>0]=0},this.ya=function(e,t){this.za(),this.Ia(e),this.Ba(t),this.Ga(),this.Aa(),this.Ha()},this.za=function(){M[this.sa+16>>2>>>0]=0}}function Q(e){var t=D(e)+1,n=ie(t);return n&&k(e,T,n,t),n}var X={};function K(){if(!Z){var e,t={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(e in X)void 0===X[e]?delete t[e]:t[e]=X[e];var n=[];for(e in t)n.push(e+"="+t[e]);Z=n}return Z}var Z,ee=[null,[],[]];function te(e){return 0==e%4&&(0!=e%100||0==e%400)}var ne=[31,29,31,30,31,30,31,31,30,31,30,31],re=[31,28,31,30,31,30,31,31,30,31,30,31];function ae(e,t,n,r){function a(e,t,n){for(e="number"==typeof e?e.toString():e||"";e.length<t;)e=n[0]+e;return e}function o(e,t){return a(e,t,"0")}function i(e,t){function n(e){return 0>e?-1:0<e?1:0}var r;return 0===(r=n(e.getFullYear()-t.getFullYear()))&&0===(r=n(e.getMonth()-t.getMonth()))&&(r=n(e.getDate()-t.getDate())),r}function s(e){switch(e.getDay()){case 0:return new Date(e.getFullYear()-1,11,29);case 1:return e;case 2:return new Date(e.getFullYear(),0,3);case 3:return new Date(e.getFullYear(),0,2);case 4:return new Date(e.getFullYear(),0,1);case 5:return new Date(e.getFullYear()-1,11,31);case 6:return new Date(e.getFullYear()-1,11,30)}}function u(e){var t=e.qa;for(e=new Date(new Date(e.ra+1900,0,1).getTime());0<t;){var n=e.getMonth(),r=(te(e.getFullYear())?ne:re)[n];if(!(t>r-e.getDate())){e.setDate(e.getDate()+t);break}t-=r-e.getDate()+1,e.setDate(1),11>n?e.setMonth(n+1):(e.setMonth(0),e.setFullYear(e.getFullYear()+1))}return n=new Date(e.getFullYear()+1,0,4),t=s(new Date(e.getFullYear(),0,4)),n=s(n),0>=i(t,e)?0>=i(n,e)?e.getFullYear()+1:e.getFullYear():e.getFullYear()-1}var c=E[r+40>>2>>>0];for(var l in r={Ea:E[r>>2>>>0],Da:E[r+4>>2>>>0],ta:E[r+8>>2>>>0],va:E[r+12>>2>>>0],ua:E[r+16>>2>>>0],ra:E[r+20>>2>>>0],la:E[r+24>>2>>>0],qa:E[r+28>>2>>>0],Ja:E[r+32>>2>>>0],Ca:E[r+36>>2>>>0],Fa:c?P(c):""},n=P(n),c={"%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"),c[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 c={"%a":function(e){return f[e.la].substring(0,3)},"%A":function(e){return f[e.la]},"%b":function(e){return p[e.ua].substring(0,3)},"%B":function(e){return p[e.ua]},"%C":function(e){return o((e.ra+1900)/100|0,2)},"%d":function(e){return o(e.va,2)},"%e":function(e){return a(e.va,2," ")},"%g":function(e){return u(e).toString().substring(2)},"%G":function(e){return u(e)},"%H":function(e){return o(e.ta,2)},"%I":function(e){return 0==(e=e.ta)?e=12:12<e&&(e-=12),o(e,2)},"%j":function(e){for(var t=0,n=0;n<=e.ua-1;t+=(te(e.ra+1900)?ne:re)[n++]);return o(e.va+t,3)},"%m":function(e){return o(e.ua+1,2)},"%M":function(e){return o(e.Da,2)},"%n":function(){return"\\n"},"%p":function(e){return 0<=e.ta&&12>e.ta?"AM":"PM"},"%S":function(e){return o(e.Ea,2)},"%t":function(){return"\\t"},"%u":function(e){return e.la||7},"%U":function(e){return o(Math.floor((e.qa+7-e.la)/7),2)},"%V":function(e){var t=Math.floor((e.qa+7-(e.la+6)%7)/7);if(2>=(e.la+371-e.qa-2)%7&&t++,t)53==t&&(4==(n=(e.la+371-e.qa)%7)||3==n&&te(e.ra)||(t=1));else{t=52;var n=(e.la+7-e.qa-1)%7;(4==n||5==n&&te(e.ra%400-1))&&t++}return o(t,2)},"%w":function(e){return e.la},"%W":function(e){return o(Math.floor((e.qa+7-(e.la+6)%7)/7),2)},"%y":function(e){return(e.ra+1900).toString().substring(2)},"%Y":function(e){return e.ra+1900},"%z":function(e){var t=0<=(e=e.Ca);return e=Math.abs(e)/60,(t?"+":"-")+String("0000"+(e/60*100+e%60)).slice(-4)},"%Z":function(e){return e.Fa},"%%":function(){return"%"}},n=n.replace(/%%/g,"\\0\\0"),c)n.includes(l)&&(n=n.replace(new RegExp(l,"g"),c[l](r)));return l=function(e){var t=Array(D(e)+1);return k(e,t,0,t.length),t}(n=n.replace(/\\0\\0/g,"%")),l.length>t?0:(T.set(l,e>>>0),l.length-1)}var oe={a:function(e){return ie(e+24)+24},b:function(e,t,n){throw new J(e).ya(t,n),e},g:function(){return 0},I:function(){},w:function(){},y:function(){},K:function(){return 0},G:function(){},C:function(){},F:function(){},k:function(){},x:function(){},u:function(){},H:function(){},v:function(){},n:function(){},p:function(){B("To use dlopen, you need enable dynamic linking, see https://github.com/emscripten-core/emscripten/wiki/Linking")},o:function(){B("To use dlopen, you need enable dynamic linking, see https://github.com/emscripten-core/emscripten/wiki/Linking")},l:function(){return Date.now()},L:function(){return!0},M:function(e,t){e=new Date(1e3*(M[e>>>2]+4294967296*E[e+4>>>2])),E[t>>2>>>0]=e.getUTCSeconds(),E[t+4>>2>>>0]=e.getUTCMinutes(),E[t+8>>2>>>0]=e.getUTCHours(),E[t+12>>2>>>0]=e.getUTCDate(),E[t+16>>2>>>0]=e.getUTCMonth(),E[t+20>>2>>>0]=e.getUTCFullYear()-1900,E[t+24>>2>>>0]=e.getUTCDay(),E[t+28>>2>>>0]=(e.getTime()-Date.UTC(e.getUTCFullYear(),0,1,0,0,0,0))/864e5|0},N:function(e,t){e=new Date(1e3*(M[e>>>2]+4294967296*E[e+4>>>2])),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[t+20>>2>>>0]=e.getFullYear()-1900,E[t+24>>2>>>0]=e.getDay();var n=new Date(e.getFullYear(),0,1);E[t+28>>2>>>0]=(e.getTime()-n.getTime())/864e5|0,E[t+36>>2>>>0]=-60*e.getTimezoneOffset();var r=new Date(e.getFullYear(),6,1).getTimezoneOffset();n=n.getTimezoneOffset(),E[t+32>>2>>>0]=0|(r!=n&&e.getTimezoneOffset()==Math.min(n,r))},O:function(e){var t=new Date(E[e+20>>2>>>0]+1900,E[e+16>>2>>>0],E[e+12>>2>>>0],E[e+8>>2>>>0],E[e+4>>2>>>0],E[e>>2>>>0],0),n=E[e+32>>2>>>0],r=t.getTimezoneOffset(),a=new Date(t.getFullYear(),0,1),o=new Date(t.getFullYear(),6,1).getTimezoneOffset(),i=a.getTimezoneOffset(),s=Math.min(i,o);return 0>n?E[e+32>>2>>>0]=Number(o!=i&&s==r):0<n!=(s==r)&&(o=Math.max(i,o),t.setTime(t.getTime()+6e4*((0<n?s:o)-r))),E[e+24>>2>>>0]=t.getDay(),E[e+28>>2>>>0]=(t.getTime()-a.getTime())/864e5|0,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(),t.getTime()/1e3|0},z:function(){return-52},B:function(){},m:function e(t,n,r){e.xa||(e.xa=!0,function(e,t,n){function r(e){return(e=e.toTimeString().match(/\\(([A-Za-z ]+)\\)$/))?e[1]:"GMT"}var a=(new Date).getFullYear(),o=new Date(a,0,1),i=new Date(a,6,1);a=o.getTimezoneOffset();var s=i.getTimezoneOffset();E[e>>2>>>0]=60*Math.max(a,s),E[t>>2>>>0]=Number(a!=s),e=r(o),t=r(i),e=Q(e),t=Q(t),s<a?(M[n>>2>>>0]=e,M[n+4>>2>>>0]=t):(M[n>>2>>>0]=t,M[n+4>>2>>>0]=e)}(t,n,r))},d:function(){B("")},t:function(){return 4294901760},h:h?()=>{var e=process.hrtime();return 1e3*e[0]+e[1]/1e6}:()=>performance.now(),J:function(e,t,n){A.copyWithin(e>>>0,t>>>0,t+n>>>0)},f:function(e){var t=A.length;if(4294901760<(e>>>=0))return!1;for(var n=1;4>=n;n*=2){var r=t*(1+.2/n);r=Math.min(r,e+100663296);var a=Math;r=Math.max(e,r),a=a.min.call(a,4294901760,r+(65536-r%65536)%65536);e:{try{O.grow(a-S.byteLength+65535>>>16),F();var o=1;break e}catch(e){}o=void 0}if(o)return!0}return!1},D:function(e,t){var n=0;return K().forEach((function(r,a){var o=t+n;for(a=M[e+4*a>>2>>>0]=o,o=0;o<r.length;++o)T[a++>>0>>>0]=r.charCodeAt(o);T[a>>0>>>0]=0,n+=r.length+1})),0},E:function(e,t){var n=K();M[e>>2>>>0]=n.length;var r=0;return n.forEach((function(e){r+=e.length+1})),M[t>>2>>>0]=r,0},r:function(e){_||(t.onExit&&t.onExit(e),R=!0),d(e,new $(e))},e:function(){return 52},j:function(){return 52},q:function(){return 70},i:function(e,t,n,r){for(var a=0,o=0;o<n;o++){var i=M[t>>2>>>0],s=M[t+4>>2>>>0];t+=8;for(var u=0;u<s;u++){var c=A[i+u>>>0],l=ee[e];0===c||10===c?((1===e?b:w)(C(l,0)),l.length=0):l.push(c)}a+=s}return M[r>>2>>>0]=a,0},s:function e(t,r){e.wa||(e.wa=function(){if("object"==typeof crypto&&"function"==typeof crypto.getRandomValues){var e=new Uint8Array(1);return()=>(crypto.getRandomValues(e),e[0])}if(h)try{var t=n(760);return()=>t.randomBytes(1)[0]}catch(e){}return()=>B("randomDevice")}());for(var a=0;a<r;a++)T[t+a>>0>>>0]=e.wa();return 0},A:ae,c:function(e,t,n,r){return ae(e,t,n,r)}};!function(){function e(e){t.asm=e.exports,O=t.asm.P,F(),I.unshift(t.asm.Q),L--,t.monitorRunDependencies&&t.monitorRunDependencies(L),0==L&&(null!==Y&&(clearInterval(Y),Y=null),z&&(e=z,z=null,e()))}function n(t){e(t.instance)}function r(e){return function(){if(!v&&(m||g)){if("function"==typeof fetch&&!H.startsWith("file://"))return fetch(H,{credentials:"same-origin"}).then((function(e){if(!e.ok)throw"failed to load wasm binary file at \'"+H+"\'";return e.arrayBuffer()})).catch((function(){return q()}));if(i)return new Promise((function(e,t){i(H,(function(t){e(new Uint8Array(t))}),t)}))}return Promise.resolve().then((function(){return q()}))}().then((function(e){return WebAssembly.instantiate(e,o)})).then((function(e){return e})).then(e,(function(e){w("failed to asynchronously prepare wasm: "+e),B(e)}))}var o={a:oe};if(L++,t.monitorRunDependencies&&t.monitorRunDependencies(L),t.instantiateWasm)try{return t.instantiateWasm(o,e)}catch(e){return w("Module.instantiateWasm callback failed with error: "+e),!1}(v||"function"!=typeof WebAssembly.instantiateStreaming||N()||H.startsWith("file://")||h||"function"!=typeof fetch?r(n):fetch(H,{credentials:"same-origin"}).then((function(e){return WebAssembly.instantiateStreaming(e,o).then(n,(function(e){return w("wasm streaming compile failed: "+e),w("falling back to ArrayBuffer instantiation"),r(n)}))}))).catch(a)}(),t.___wasm_call_ctors=function(){return(t.___wasm_call_ctors=t.asm.Q).apply(null,arguments)},t._OrtInit=function(){return(t._OrtInit=t.asm.R).apply(null,arguments)},t._OrtCreateSessionOptions=function(){return(t._OrtCreateSessionOptions=t.asm.S).apply(null,arguments)},t._OrtAppendExecutionProvider=function(){return(t._OrtAppendExecutionProvider=t.asm.T).apply(null,arguments)},t._OrtAddSessionConfigEntry=function(){return(t._OrtAddSessionConfigEntry=t.asm.U).apply(null,arguments)},t._OrtReleaseSessionOptions=function(){return(t._OrtReleaseSessionOptions=t.asm.V).apply(null,arguments)},t._OrtCreateSession=function(){return(t._OrtCreateSession=t.asm.W).apply(null,arguments)},t._OrtReleaseSession=function(){return(t._OrtReleaseSession=t.asm.X).apply(null,arguments)},t._OrtGetInputCount=function(){return(t._OrtGetInputCount=t.asm.Y).apply(null,arguments)},t._OrtGetOutputCount=function(){return(t._OrtGetOutputCount=t.asm.Z).apply(null,arguments)},t._OrtGetInputName=function(){return(t._OrtGetInputName=t.asm._).apply(null,arguments)},t._OrtGetOutputName=function(){return(t._OrtGetOutputName=t.asm.$).apply(null,arguments)},t._OrtFree=function(){return(t._OrtFree=t.asm.aa).apply(null,arguments)},t._OrtCreateTensor=function(){return(t._OrtCreateTensor=t.asm.ba).apply(null,arguments)},t._OrtGetTensorData=function(){return(t._OrtGetTensorData=t.asm.ca).apply(null,arguments)},t._OrtReleaseTensor=function(){return(t._OrtReleaseTensor=t.asm.da).apply(null,arguments)},t._OrtCreateRunOptions=function(){return(t._OrtCreateRunOptions=t.asm.ea).apply(null,arguments)},t._OrtAddRunConfigEntry=function(){return(t._OrtAddRunConfigEntry=t.asm.fa).apply(null,arguments)},t._OrtReleaseRunOptions=function(){return(t._OrtReleaseRunOptions=t.asm.ga).apply(null,arguments)},t._OrtRun=function(){return(t._OrtRun=t.asm.ha).apply(null,arguments)},t._OrtEndProfiling=function(){return(t._OrtEndProfiling=t.asm.ia).apply(null,arguments)};var ie=t._malloc=function(){return(ie=t._malloc=t.asm.ja).apply(null,arguments)};t._free=function(){return(t._free=t.asm.ka).apply(null,arguments)};var se,ue=t.stackSave=function(){return(ue=t.stackSave=t.asm.ma).apply(null,arguments)},ce=t.stackRestore=function(){return(ce=t.stackRestore=t.asm.na).apply(null,arguments)},le=t.stackAlloc=function(){return(le=t.stackAlloc=t.asm.oa).apply(null,arguments)};function fe(){function e(){if(!se&&(se=!0,t.calledRun=!0,!R)){if(V(I),r(t),t.onRuntimeInitialized&&t.onRuntimeInitialized(),t.postRun)for("function"==typeof t.postRun&&(t.postRun=[t.postRun]);t.postRun.length;){var e=t.postRun.shift();W.unshift(e)}V(W)}}if(!(0<L)){if(t.preRun)for("function"==typeof t.preRun&&(t.preRun=[t.preRun]);t.preRun.length;)j();V(U),0<L||(t.setStatus?(t.setStatus("Running..."),setTimeout((function(){setTimeout((function(){t.setStatus("")}),1),e()}),1)):e())}}if(t.___cxa_is_pointer_type=function(){return(t.___cxa_is_pointer_type=t.asm.pa).apply(null,arguments)},t.UTF8ToString=P,t.stringToUTF8=function(e,t,n){return k(e,A,t,n)},t.lengthBytesUTF8=D,t.stackSave=ue,t.stackRestore=ce,t.stackAlloc=le,z=function e(){se||fe(),se||(z=e)},t.preInit)for("function"==typeof t.preInit&&(t.preInit=[t.preInit]);0<t.preInit.length;)t.preInit.pop()();return fe(),e.ready});e.exports=r},154:e=>{"use strict";e.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\'},760:()=>{},384:()=>{},993:()=>{},908:()=>{},953:()=>{},925:()=>{},449:()=>{}},t={};function n(r){var a=t[r];if(void 0!==a)return a.exports;var o=t[r]={exports:{}};return e[r].call(o.exports,o,o.exports,n),o.exports}n.g=function(){if("object"==typeof globalThis)return globalThis;try{return this||new Function("return this")()}catch(e){if("object"==typeof window)return window}}(),(()=>{"use strict";const e=n(259),t=n(263);self.onmessage=n=>{switch(n.data.type){case"init-wasm":(0,t.initializeWebAssembly)(n.data.in).then((()=>postMessage({type:"init-wasm"})),(e=>postMessage({type:"init-wasm",err:e})));break;case"init-ort":try{const{numThreads:t,loggingLevel:r}=n.data.in;(0,e.initOrt)(t,r),postMessage({type:"init-ort"})}catch(e){postMessage({type:"init-ort",err:e})}break;case"create_allocate":try{const{model:t}=n.data.in,r=(0,e.createSessionAllocate)(t);postMessage({type:"create_allocate",out:r})}catch(e){postMessage({type:"create_allocate",err:e})}break;case"create_finalize":try{const{modeldata:t,options:r}=n.data.in,a=(0,e.createSessionFinalize)(t,r);postMessage({type:"create_finalize",out:a})}catch(e){postMessage({type:"create_finalize",err:e})}break;case"create":try{const{model:t,options:r}=n.data.in,a=(0,e.createSession)(t,r);postMessage({type:"create",out:a})}catch(e){postMessage({type:"create",err:e})}break;case"release":try{const t=n.data.in;(0,e.releaseSession)(t),postMessage({type:"release"})}catch(e){postMessage({type:"release",err:e})}break;case"run":try{const{sessionId:t,inputIndices:r,inputs:a,outputIndices:o,options:i}=n.data.in;(0,e.run)(t,r,a,o,i).then((t=>{postMessage({type:"run",out:t},(0,e.extractTransferableBuffers)(t))}),(e=>{postMessage({type:"run",err:e})}))}catch(e){postMessage({type:"run",err:e})}break;case"end-profiling":try{const t=n.data.in;(0,e.endProfiling)(t),postMessage({type:"end-profiling"})}catch(e){postMessage({type:"end-profiling",err:e})}}}})()})();\n',"Worker",void 0,void 0)}},6614:e=>{"use strict";e.exports=function(e,t,n,r){var o=self||window;try{try{var i;try{i=new o.Blob([e])}catch(t){(i=new(o.BlobBuilder||o.WebKitBlobBuilder||o.MozBlobBuilder||o.MSBlobBuilder)).append(e),i=i.getBlob()}var a=o.URL||o.webkitURL,s=a.createObjectURL(i),u=new o[t](s,n);return a.revokeObjectURL(s),u}catch(r){return new o[t]("data:application/javascript,".concat(encodeURIComponent(e)),n)}}catch(e){if(!r)throw Error("Inline worker is not supported");return new o[t](r,n)}}},3474:(e,t,n)=>{var _scriptDir,r=(_scriptDir=(_scriptDir="undefined"!=typeof document&&document.currentScript?document.currentScript.src:void 0)||"/index.js",function(e){function t(){return D.buffer!=C&&H(D.buffer),R}function r(){return D.buffer!=C&&H(D.buffer),M}function o(){return D.buffer!=C&&H(D.buffer),N}function i(){return D.buffer!=C&&H(D.buffer),F}function a(){return D.buffer!=C&&H(D.buffer),L}var s,u,l;e=e||{},s||(s=void 0!==e?e:{}),s.ready=new Promise((function(e,t){u=e,l=t}));var c,p,d,f,h,g,m=Object.assign({},s),b="./this.program",y=(e,t)=>{throw t},w="object"==typeof window,_="function"==typeof importScripts,v="object"==typeof process&&"object"==typeof process.versions&&"string"==typeof process.versions.node,x=s.ENVIRONMENT_IS_PTHREAD||!1,T="";function S(e){return s.locateFile?s.locateFile(e,T):T+e}if(v){let t;T=_?n(908).dirname(T)+"/":"//",g=()=>{h||(f=n(1384),h=n(908))},c=function(e,t){return g(),e=h.normalize(e),f.readFileSync(e,t?void 0:"utf8")},d=e=>((e=c(e,!0)).buffer||(e=new Uint8Array(e)),e),p=(e,t,n)=>{g(),e=h.normalize(e),f.readFile(e,(function(e,r){e?n(e):t(r.buffer)}))},1<process.argv.length&&(b=process.argv[1].replace(/\\/g,"/")),process.argv.slice(2),process.on("uncaughtException",(function(e){if(!(e instanceof ae))throw e})),process.on("unhandledRejection",(function(e){throw e})),y=(e,t)=>{if(P)throw process.exitCode=e,t;t instanceof ae||$("exiting due to exception: "+t),process.exit(e)},s.inspect=function(){return"[Emscripten Module object]"};try{t=n(9925)}catch(e){throw console.error('The "worker_threads" module is not supported in this node.js build - perhaps a newer version is needed?'),e}n.g.Worker=t.Worker}else(w||_)&&(_?T=self.location.href:"undefined"!=typeof document&&document.currentScript&&(T=document.currentScript.src),_scriptDir&&(T=_scriptDir),T=0!==T.indexOf("blob:")?T.substr(0,T.replace(/[?#].*/,"").lastIndexOf("/")+1):"",v||(c=e=>{var t=new XMLHttpRequest;return t.open("GET",e,!1),t.send(null),t.responseText},_&&(d=e=>{var t=new XMLHttpRequest;return t.open("GET",e,!1),t.responseType="arraybuffer",t.send(null),new Uint8Array(t.response)}),p=(e,t,n)=>{var r=new XMLHttpRequest;r.open("GET",e,!0),r.responseType="arraybuffer",r.onload=()=>{200==r.status||0==r.status&&r.response?t(r.response):n()},r.onerror=n,r.send(null)}));v&&"undefined"==typeof performance&&(n.g.performance=n(6953).performance);var O=console.log.bind(console),A=console.warn.bind(console);v&&(g(),O=e=>f.writeSync(1,e+"\n"),A=e=>f.writeSync(2,e+"\n"));var E,I=s.print||O,$=s.printErr||A;Object.assign(s,m),m=null,s.thisProgram&&(b=s.thisProgram),s.quit&&(y=s.quit),s.wasmBinary&&(E=s.wasmBinary);var P=s.noExitRuntime||!0;"object"!=typeof WebAssembly&&ne("no native wasm support detected");var D,k,C,R,M,N,F,L,j=!1,U="undefined"!=typeof TextDecoder?new TextDecoder("utf8"):void 0;function B(e,t,n){var r=(t>>>=0)+n;for(n=t;e[n]&&!(n>=r);)++n;if(16<n-t&&e.buffer&&U)return U.decode(e.buffer instanceof SharedArrayBuffer?e.slice(t,n):e.subarray(t,n));for(r="";t<n;){var o=e[t++];if(128&o){var i=63&e[t++];if(192==(224&o))r+=String.fromCharCode((31&o)<<6|i);else{var a=63&e[t++];65536>(o=224==(240&o)?(15&o)<<12|i<<6|a:(7&o)<<18|i<<12|a<<6|63&e[t++])?r+=String.fromCharCode(o):(o-=65536,r+=String.fromCharCode(55296|o>>10,56320|1023&o))}}else r+=String.fromCharCode(o)}return r}function G(e,t){return(e>>>=0)?B(r(),e,t):""}function V(e,t,n,r){if(!(0<r))return 0;var o=n>>>=0;r=n+r-1;for(var i=0;i<e.length;++i){var a=e.charCodeAt(i);if(55296<=a&&57343>=a&&(a=65536+((1023&a)<<10)|1023&e.charCodeAt(++i)),127>=a){if(n>=r)break;t[n++>>>0]=a}else{if(2047>=a){if(n+1>=r)break;t[n++>>>0]=192|a>>6}else{if(65535>=a){if(n+2>=r)break;t[n++>>>0]=224|a>>12}else{if(n+3>=r)break;t[n++>>>0]=240|a>>18,t[n++>>>0]=128|a>>12&63}t[n++>>>0]=128|a>>6&63}t[n++>>>0]=128|63&a}}return t[n>>>0]=0,n-o}function z(e){for(var t=0,n=0;n<e.length;++n){var r=e.charCodeAt(n);127>=r?t++:2047>=r?t+=2:55296<=r&&57343>=r?(t+=4,++n):t+=3}return t}function H(e){C=e,s.HEAP8=R=new Int8Array(e),s.HEAP16=new Int16Array(e),s.HEAP32=N=new Int32Array(e),s.HEAPU8=M=new Uint8Array(e),s.HEAPU16=new Uint16Array(e),s.HEAPU32=F=new Uint32Array(e),s.HEAPF32=new Float32Array(e),s.HEAPF64=L=new Float64Array(e)}x&&(C=s.buffer);var W=s.INITIAL_MEMORY||16777216;if(x)D=s.wasmMemory,C=s.buffer;else if(s.wasmMemory)D=s.wasmMemory;else if(!((D=new WebAssembly.Memory({initial:W/65536,maximum:65536,shared:!0})).buffer instanceof SharedArrayBuffer))throw $("requested a shared WebAssembly.Memory but the returned buffer is not a SharedArrayBuffer, indicating that while the browser has SharedArrayBuffer it does not have WebAssembly threads support - you may need to set a flag"),v&&console.log("(on node you may need: --experimental-wasm-threads --experimental-wasm-bulk-memory and also use a recent version)"),Error("bad memory");D&&(C=D.buffer),W=C.byteLength,H(C);var q,K=[],X=[],Y=[];function J(){var e=s.preRun.shift();K.unshift(e)}var Z,Q=0,ee=null,te=null;function ne(e){throw x?postMessage({cmd:"onAbort",arg:e}):s.onAbort&&s.onAbort(e),$(e="Aborted("+e+")"),j=!0,e=new WebAssembly.RuntimeError(e+". Build with -sASSERTIONS for more info."),l(e),e}function re(){return Z.startsWith("data:application/octet-stream;base64,")}function oe(){var e=Z;try{if(e==Z&&E)return new Uint8Array(E);if(d)return d(e);throw"both async and sync fetching of the wasm failed"}catch(e){ne(e)}}Z="ort-wasm-threaded.wasm",re()||(Z=S(Z));var ie={};function ae(e){this.name="ExitStatus",this.message="Program terminated with exit("+e+")",this.status=e}function se(e){(e=pe.La[e])||ne(),pe.Xa(e)}function ue(e){var t=pe.lb();if(!t)return 6;pe.Ra.push(t),pe.La[e.Ka]=t,t.Ka=e.Ka;var n={cmd:"run",start_routine:e.pb,arg:e.ib,pthread_ptr:e.Ka};return t.Qa=()=>{n.time=performance.now(),t.postMessage(n,e.vb)},t.loaded&&(t.Qa(),delete t.Qa),0}function le(e){if(x)return je(1,1,e);P||(pe.qb(),s.onExit&&s.onExit(e),j=!0),y(e,new ae(e))}function ce(e,t){if(!t&&x)throw fe(e),"unwind";le(e)}var pe={Oa:[],Ra:[],$a:[],La:{},Ua:function(){x&&pe.mb()},xb:function(){},mb:function(){pe.receiveObjectTransfer=pe.ob,pe.threadInitTLS=pe.Za,pe.setExitStatus=pe.Ya,P=!1},Ya:function(){},qb:function(){for(var e of Object.values(pe.La))pe.Xa(e);for(e of pe.Oa)e.terminate();pe.Oa=[]},Xa:function(e){var t=e.Ka;delete pe.La[t],pe.Oa.push(e),pe.Ra.splice(pe.Ra.indexOf(e),1),e.Ka=0,lt(t)},ob:function(){},Za:function(){pe.$a.forEach((e=>e()))},nb:function(e,t){e.onmessage=n=>{var r=(n=n.data).cmd;if(e.Ka&&(pe.kb=e.Ka),n.targetThread&&n.targetThread!=rt()){var o=pe.La[n.yb];o?o.postMessage(n,n.transferList):$('Internal error! Worker sent a message "'+r+'" to target pthread '+n.targetThread+", but that thread no longer exists!")}else"processProxyingQueue"===r?Ce(n.queue):"spawnThread"===r?ue(n):"cleanupThread"===r?se(n.thread):"killThread"===r?(n=n.thread,r=pe.La[n],delete pe.La[n],r.terminate(),lt(n),pe.Ra.splice(pe.Ra.indexOf(r),1),r.Ka=0):"cancelThread"===r?pe.La[n.thread].postMessage({cmd:"cancel"}):"loaded"===r?(e.loaded=!0,t&&t(e),e.Qa&&(e.Qa(),delete e.Qa)):"print"===r?I("Thread "+n.threadId+": "+n.text):"printErr"===r?$("Thread "+n.threadId+": "+n.text):"alert"===r?alert("Thread "+n.threadId+": "+n.text):"setimmediate"===n.target?e.postMessage(n):"onAbort"===r?s.onAbort&&s.onAbort(n.arg):r&&$("worker sent an unknown command "+r);pe.kb=void 0},e.onerror=e=>{throw $("worker sent an error! "+e.filename+":"+e.lineno+": "+e.message),e},v&&(e.on("message",(function(t){e.onmessage({data:t})})),e.on("error",(function(t){e.onerror(t)})),e.on("detachedExit",(function(){}))),e.postMessage({cmd:"load",urlOrBlob:s.mainScriptUrlOrBlob||_scriptDir,wasmMemory:D,wasmModule:k})},hb:function(){var e=S("ort-wasm-threaded.worker.js");pe.Oa.push(new Worker(e))},lb:function(){return 0==pe.Oa.length&&(pe.hb(),pe.nb(pe.Oa[0])),pe.Oa.pop()}};function de(e){for(;0<e.length;)e.shift()(s)}function fe(e){if(x)return je(2,0,e);try{ce(e)}catch(e){e instanceof ae||"unwind"==e||y(1,e)}}s.PThread=pe,s.establishStackSpace=function(){var e=rt(),t=o()[e+44>>2>>>0];e=o()[e+48>>2>>>0],pt(t,t-e),ft(t)};var he,ge,me=[];function be(e){this.Pa=e-24,this.gb=function(e){i()[this.Pa+4>>2>>>0]=e},this.cb=function(e){i()[this.Pa+8>>2>>>0]=e},this.eb=function(){o()[this.Pa>>2>>>0]=0},this.bb=function(){t()[this.Pa+12>>0>>>0]=0},this.fb=function(){t()[this.Pa+13>>0>>>0]=0},this.Ua=function(e,t){this.ab(),this.gb(e),this.cb(t),this.eb(),this.bb(),this.fb()},this.ab=function(){i()[this.Pa+16>>2>>>0]=0}}function ye(e,t,n,r){return x?je(3,1,e,t,n,r):we(e,t,n,r)}function we(e,t,n,r){if("undefined"==typeof SharedArrayBuffer)return $("Current environment does not support SharedArrayBuffer, pthreads are not available!"),6;var o=[];return x&&0===o.length?ye(e,t,n,r):(e={pb:n,Ka:e,ib:r,vb:o},x?(e.wb="spawnThread",postMessage(e,o),0):ue(e))}function _e(e,t,n){return x?je(4,1,e,t,n):0}function ve(e,t){if(x)return je(5,1,e,t)}function xe(e,t){if(x)return je(6,1,e,t)}function Te(e,t,n){if(x)return je(7,1,e,t,n)}function Se(e,t,n){return x?je(8,1,e,t,n):0}function Oe(e,t){if(x)return je(9,1,e,t)}function Ae(e,t,n){if(x)return je(10,1,e,t,n)}function Ee(e,t,n,r){if(x)return je(11,1,e,t,n,r)}function Ie(e,t,n,r){if(x)return je(12,1,e,t,n,r)}function $e(e,t,n,r){if(x)return je(13,1,e,t,n,r)}function Pe(e){if(x)return je(14,1,e)}function De(e,t){if(x)return je(15,1,e,t)}function ke(e,t,n){if(x)return je(16,1,e,t,n)}function Ce(e){Atomics.store(o(),e>>2,1),rt()&&ut(e),Atomics.compareExchange(o(),e>>2,1,0)}function Re(e){return i()[e>>>2]+4294967296*o()[e+4>>>2]}function Me(e,t,n,r,o,i){return x?je(17,1,e,t,n,r,o,i):-52}function Ne(e,t,n,r,o,i){if(x)return je(18,1,e,t,n,r,o,i)}function Fe(e){var n=z(e)+1,r=ot(n);return r&&V(e,t(),r,n),r}function Le(e,t,n){function r(e){return(e=e.toTimeString().match(/\(([A-Za-z ]+)\)$/))?e[1]:"GMT"}if(x)return je(19,1,e,t,n);var a=(new Date).getFullYear(),s=new Date(a,0,1),u=new Date(a,6,1);a=s.getTimezoneOffset();var l=u.getTimezoneOffset(),c=Math.max(a,l);o()[e>>2>>>0]=60*c,o()[t>>2>>>0]=Number(a!=l),e=r(s),t=r(u),e=Fe(e),t=Fe(t),l<a?(i()[n>>2>>>0]=e,i()[n+4>>2>>>0]=t):(i()[n>>2>>>0]=t,i()[n+4>>2>>>0]=e)}function je(e,t){var n=arguments.length-2,r=arguments;return function(e){var t=dt();return e=e(),ft(t),e}((()=>{for(var o=ht(8*n),i=o>>3,s=0;s<n;s++){var u=r[2+s];a()[i+s>>>0]=u}return st(e,n,o,t)}))}s.invokeEntryPoint=function(e,t){var n=me[e];n||(e>=me.length&&(me.length=e+1),me[e]=n=q.get(e)),e=n(t),P?pe.Ya(e):ct(e)},s.executeNotifiedProxyingQueue=Ce,ge=v?()=>{var e=process.hrtime();return 1e3*e[0]+e[1]/1e6}:x?()=>performance.now()-s.__performance_now_clock_drift:()=>performance.now();var Ue,Be=[],Ge={};function Ve(){if(!Ue){var e,t={USER:"web_user",LOGNAME:"web_user",PATH:"/",PWD:"/",HOME:"/home/web_user",LANG:("object"==typeof navigator&&navigator.languages&&navigator.languages[0]||"C").replace("-","_")+".UTF-8",_:b||"./this.program"};for(e in Ge)void 0===Ge[e]?delete t[e]:t[e]=Ge[e];var n=[];for(e in t)n.push(e+"="+t[e]);Ue=n}return Ue}function ze(e,n){if(x)return je(20,1,e,n);var r=0;return Ve().forEach((function(o,a){var s=n+r;for(a=i()[e+4*a>>2>>>0]=s,s=0;s<o.length;++s)t()[a++>>0>>>0]=o.charCodeAt(s);t()[a>>0>>>0]=0,r+=o.length+1})),0}function He(e,t){if(x)return je(21,1,e,t);var n=Ve();i()[e>>2>>>0]=n.length;var r=0;return n.forEach((function(e){r+=e.length+1})),i()[t>>2>>>0]=r,0}function We(e){return x?je(22,1,e):52}function qe(e,t,n,r){return x?je(23,1,e,t,n,r):52}function Ke(e,t,n,r,o){return x?je(24,1,e,t,n,r,o):70}var Xe=[null,[],[]];function Ye(e,t,n,o){if(x)return je(25,1,e,t,n,o);for(var a=0,s=0;s<n;s++){var u=i()[t>>2>>>0],l=i()[t+4>>2>>>0];t+=8;for(var c=0;c<l;c++){var p=r()[u+c>>>0],d=Xe[e];0===p||10===p?((1===e?I:$)(B(d,0)),d.length=0):d.push(p)}a+=l}return i()[o>>2>>>0]=a,0}function Je(e){return 0==e%4&&(0!=e%100||0==e%400)}var Ze=[31,29,31,30,31,30,31,31,30,31,30,31],Qe=[31,28,31,30,31,30,31,31,30,31,30,31];function et(e,n,r,i){function a(e,t,n){for(e="number"==typeof e?e.toString():e||"";e.length<t;)e=n[0]+e;return e}function s(e,t){return a(e,t,"0")}function u(e,t){function n(e){return 0>e?-1:0<e?1:0}var r;return 0===(r=n(e.getFullYear()-t.getFullYear()))&&0===(r=n(e.getMonth()-t.getMonth()))&&(r=n(e.getDate()-t.getDate())),r}function l(e){switch(e.getDay()){case 0:return new Date(e.getFullYear()-1,11,29);case 1:return e;case 2:return new Date(e.getFullYear(),0,3);case 3:return new Date(e.getFullYear(),0,2);case 4:return new Date(e.getFullYear(),0,1);case 5:return new Date(e.getFullYear()-1,11,31);case 6:return new Date(e.getFullYear()-1,11,30)}}function c(e){var t=e.Ma;for(e=new Date(new Date(e.Na+1900,0,1).getTime());0<t;){var n=e.getMonth(),r=(Je(e.getFullYear())?Ze:Qe)[n];if(!(t>r-e.getDate())){e.setDate(e.getDate()+t);break}t-=r-e.getDate()+1,e.setDate(1),11>n?e.setMonth(n+1):(e.setMonth(0),e.setFullYear(e.getFullYear()+1))}return n=new Date(e.getFullYear()+1,0,4),t=l(new Date(e.getFullYear(),0,4)),n=l(n),0>=u(t,e)?0>=u(n,e)?e.getFullYear()+1:e.getFullYear():e.getFullYear()-1}var p=o()[i+40>>2>>>0];for(var d in i={tb:o()[i>>2>>>0],sb:o()[i+4>>2>>>0],Sa:o()[i+8>>2>>>0],Va:o()[i+12>>2>>>0],Ta:o()[i+16>>2>>>0],Na:o()[i+20>>2>>>0],Ja:o()[i+24>>2>>>0],Ma:o()[i+28>>2>>>0],zb:o()[i+32>>2>>>0],rb:o()[i+36>>2>>>0],ub:p?G(p):""},r=G(r),p={"%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(d,"g"),p[d]);var f="Sunday Monday Tuesday Wednesday Thursday Friday Saturday".split(" "),h="January February March April May June July August September October November December".split(" ");for(d in p={"%a":function(e){return f[e.Ja].substring(0,3)},"%A":function(e){return f[e.Ja]},"%b":function(e){return h[e.Ta].substring(0,3)},"%B":function(e){return h[e.Ta]},"%C":function(e){return s((e.Na+1900)/100|0,2)},"%d":function(e){return s(e.Va,2)},"%e":function(e){return a(e.Va,2," ")},"%g":function(e){return c(e).toString().substring(2)},"%G":function(e){return c(e)},"%H":function(e){return s(e.Sa,2)},"%I":function(e){return 0==(e=e.Sa)?e=12:12<e&&(e-=12),s(e,2)},"%j":function(e){for(var t=0,n=0;n<=e.Ta-1;t+=(Je(e.Na+1900)?Ze:Qe)[n++]);return s(e.Va+t,3)},"%m":function(e){return s(e.Ta+1,2)},"%M":function(e){return s(e.sb,2)},"%n":function(){return"\n"},"%p":function(e){return 0<=e.Sa&&12>e.Sa?"AM":"PM"},"%S":function(e){return s(e.tb,2)},"%t":function(){return"\t"},"%u":function(e){return e.Ja||7},"%U":function(e){return s(Math.floor((e.Ma+7-e.Ja)/7),2)},"%V":function(e){var t=Math.floor((e.Ma+7-(e.Ja+6)%7)/7);if(2>=(e.Ja+371-e.Ma-2)%7&&t++,t)53==t&&(4==(n=(e.Ja+371-e.Ma)%7)||3==n&&Je(e.Na)||(t=1));else{t=52;var n=(e.Ja+7-e.Ma-1)%7;(4==n||5==n&&Je(e.Na%400-1))&&t++}return s(t,2)},"%w":function(e){return e.Ja},"%W":function(e){return s(Math.floor((e.Ma+7-(e.Ja+6)%7)/7),2)},"%y":function(e){return(e.Na+1900).toString().substring(2)},"%Y":function(e){return e.Na+1900},"%z":function(e){var t=0<=(e=e.rb);return e=Math.abs(e)/60,(t?"+":"-")+String("0000"+(e/60*100+e%60)).slice(-4)},"%Z":function(e){return e.ub},"%%":function(){return"%"}},r=r.replace(/%%/g,"\0\0"),p)r.includes(d)&&(r=r.replace(new RegExp(d,"g"),p[d](i)));return d=function(e){var t=Array(z(e)+1);return V(e,t,0,t.length),t}(r=r.replace(/\0\0/g,"%")),d.length>n?0:(function(e,n){t().set(e,n>>>0)}(d,e),d.length-1)}pe.Ua();var tt=[null,le,fe,ye,_e,ve,xe,Te,Se,Oe,Ae,Ee,Ie,$e,Pe,De,ke,Me,Ne,Le,ze,He,We,qe,Ke,Ye],nt={b:function(e){return ot(e+24)+24},c:function(e,t,n){throw new be(e).Ua(t,n),e},L:function(e){it(e,!_,1,!w),pe.Za()},l:function(e){x?postMessage({cmd:"cleanupThread",thread:e}):se(e)},D:we,i:_e,R:ve,z:xe,B:Te,T:Se,P:Oe,I:Ae,O:Ee,p:Ie,A:$e,x:Pe,Q:De,y:ke,r:function(){},j:function(){ne("To use dlopen, you need enable dynamic linking, see https://github.com/emscripten-core/emscripten/wiki/Linking")},s:function(){ne("To use dlopen, you need enable dynamic linking, see https://github.com/emscripten-core/emscripten/wiki/Linking")},q:function(){return Date.now()},E:function(){return 2097152},V:function(){return!0},F:function(e,t,n,r){if(e==t)setTimeout((()=>Ce(r)));else if(x)postMessage({targetThread:e,cmd:"processProxyingQueue",queue:r});else{if(!(e=pe.La[e]))return;e.postMessage({cmd:"processProxyingQueue",queue:r})}return 1},K:function(){return-1},W:function(e,t){e=new Date(1e3*Re(e)),o()[t>>2>>>0]=e.getUTCSeconds(),o()[t+4>>2>>>0]=e.getUTCMinutes(),o()[t+8>>2>>>0]=e.getUTCHours(),o()[t+12>>2>>>0]=e.getUTCDate(),o()[t+16>>2>>>0]=e.getUTCMonth(),o()[t+20>>2>>>0]=e.getUTCFullYear()-1900,o()[t+24>>2>>>0]=e.getUTCDay(),e=(e.getTime()-Date.UTC(e.getUTCFullYear(),0,1,0,0,0,0))/864e5|0,o()[t+28>>2>>>0]=e},X:function(e,t){e=new Date(1e3*Re(e)),o()[t>>2>>>0]=e.getSeconds(),o()[t+4>>2>>>0]=e.getMinutes(),o()[t+8>>2>>>0]=e.getHours(),o()[t+12>>2>>>0]=e.getDate(),o()[t+16>>2>>>0]=e.getMonth(),o()[t+20>>2>>>0]=e.getFullYear()-1900,o()[t+24>>2>>>0]=e.getDay();var n=new Date(e.getFullYear(),0,1),r=(e.getTime()-n.getTime())/864e5|0;o()[t+28>>2>>>0]=r,o()[t+36>>2>>>0]=-60*e.getTimezoneOffset(),r=new Date(e.getFullYear(),6,1).getTimezoneOffset(),e=0|(r!=(n=n.getTimezoneOffset())&&e.getTimezoneOffset()==Math.min(n,r)),o()[t+32>>2>>>0]=e},Y:function(e){var t=new Date(o()[e+20>>2>>>0]+1900,o()[e+16>>2>>>0],o()[e+12>>2>>>0],o()[e+8>>2>>>0],o()[e+4>>2>>>0],o()[e>>2>>>0],0),n=o()[e+32>>2>>>0],r=t.getTimezoneOffset(),i=new Date(t.getFullYear(),0,1),a=new Date(t.getFullYear(),6,1).getTimezoneOffset(),s=i.getTimezoneOffset(),u=Math.min(s,a);return 0>n?o()[e+32>>2>>>0]=Number(a!=s&&u==r):0<n!=(u==r)&&(a=Math.max(s,a),t.setTime(t.getTime()+6e4*((0<n?u:a)-r))),o()[e+24>>2>>>0]=t.getDay(),n=(t.getTime()-i.getTime())/864e5|0,o()[e+28>>2>>>0]=n,o()[e>>2>>>0]=t.getSeconds(),o()[e+4>>2>>>0]=t.getMinutes(),o()[e+8>>2>>>0]=t.getHours(),o()[e+12>>2>>>0]=t.getDate(),o()[e+16>>2>>>0]=t.getMonth(),t.getTime()/1e3|0},G:Me,H:Ne,Z:function e(t,n,r){e.jb||(e.jb=!0,Le(t,n,r))},d:function(){ne("")},m:function(){if(!v&&!_){var e="Blocking on the main thread is very dangerous, see https://emscripten.org/docs/porting/pthreads.html#blocking-on-the-main-browser-thread";he||(he={}),he[e]||(he[e]=1,v&&(e="warning: "+e),$(e))}},w:function(){return 4294901760},f:ge,S:function(e,t,n){r().copyWithin(e>>>0,t>>>0,t+n>>>0)},g:function(){return v?n(3993).cpus().length:navigator.hardwareConcurrency},J:function(e,t,n){Be.length=t,n>>=3;for(var r=0;r<t;r++)Be[r]=a()[n+r>>>0];return(0>e?ie[-e-1]:tt[e]).apply(null,Be)},v:function(e){var t=r().length;if((e>>>=0)<=t||4294901760<e)return!1;for(var n=1;4>=n;n*=2){var o=t*(1+.2/n);o=Math.min(o,e+100663296);var i=Math;o=Math.max(e,o),i=i.min.call(i,4294901760,o+(65536-o%65536)%65536);e:{try{D.grow(i-C.byteLength+65535>>>16),H(D.buffer);var a=1;break e}catch(e){}a=void 0}if(a)return!0}return!1},U:function(){throw"unwind"},M:ze,N:He,k:ce,h:We,o:qe,t:Ke,n:Ye,u:function e(r,o){e.Wa||(e.Wa=function(){if("object"==typeof crypto&&"function"==typeof crypto.getRandomValues){var e=new Uint8Array(1);return()=>(crypto.getRandomValues(e),e[0])}if(v)try{var t=n(760);return()=>t.randomBytes(1)[0]}catch(e){}return()=>ne("randomDevice")}());for(var i=0;i<o;i++)t()[r+i>>0>>>0]=e.Wa();return 0},a:D||s.wasmMemory,C:et,e:function(e,t,n,r){return et(e,t,n,r)}};!function(){function e(e,t){s.asm=e.exports,pe.$a.push(s.asm.wa),q=s.asm.za,X.unshift(s.asm._),k=t,x||(Q--,s.monitorRunDependencies&&s.monitorRunDependencies(Q),0==Q&&(null!==ee&&(clearInterval(ee),ee=null),te&&(e=te,te=null,e())))}function t(t){e(t.instance,t.module)}function n(e){return function(){if(!E&&(w||_)){if("function"==typeof fetch&&!Z.startsWith("file://"))return fetch(Z,{credentials:"same-origin"}).then((function(e){if(!e.ok)throw"failed to load wasm binary file at '"+Z+"'";return e.arrayBuffer()})).catch((function(){return oe()}));if(p)return new Promise((function(e,t){p(Z,(function(t){e(new Uint8Array(t))}),t)}))}return Promise.resolve().then((function(){return oe()}))}().then((function(e){return WebAssembly.instantiate(e,r)})).then((function(e){return e})).then(e,(function(e){$("failed to asynchronously prepare wasm: "+e),ne(e)}))}var r={a:nt};if(x||(Q++,s.monitorRunDependencies&&s.monitorRunDependencies(Q)),s.instantiateWasm)try{return s.instantiateWasm(r,e)}catch(e){return $("Module.instantiateWasm callback failed with error: "+e),!1}(E||"function"!=typeof WebAssembly.instantiateStreaming||re()||Z.startsWith("file://")||v||"function"!=typeof fetch?n(t):fetch(Z,{credentials:"same-origin"}).then((function(e){return WebAssembly.instantiateStreaming(e,r).then(t,(function(e){return $("wasm streaming compile failed: "+e),$("falling back to ArrayBuffer instantiation"),n(t)}))}))).catch(l)}(),s.___wasm_call_ctors=function(){return(s.___wasm_call_ctors=s.asm._).apply(null,arguments)},s._OrtInit=function(){return(s._OrtInit=s.asm.$).apply(null,arguments)},s._OrtCreateSessionOptions=function(){return(s._OrtCreateSessionOptions=s.asm.aa).apply(null,arguments)},s._OrtAppendExecutionProvider=function(){return(s._OrtAppendExecutionProvider=s.asm.ba).apply(null,arguments)},s._OrtAddSessionConfigEntry=function(){return(s._OrtAddSessionConfigEntry=s.asm.ca).apply(null,arguments)},s._OrtReleaseSessionOptions=function(){return(s._OrtReleaseSessionOptions=s.asm.da).apply(null,arguments)},s._OrtCreateSession=function(){return(s._OrtCreateSession=s.asm.ea).apply(null,arguments)},s._OrtReleaseSession=function(){return(s._OrtReleaseSession=s.asm.fa).apply(null,arguments)},s._OrtGetInputCount=function(){return(s._OrtGetInputCount=s.asm.ga).apply(null,arguments)},s._OrtGetOutputCount=function(){return(s._OrtGetOutputCount=s.asm.ha).apply(null,arguments)},s._OrtGetInputName=function(){return(s._OrtGetInputName=s.asm.ia).apply(null,arguments)},s._OrtGetOutputName=function(){return(s._OrtGetOutputName=s.asm.ja).apply(null,arguments)},s._OrtFree=function(){return(s._OrtFree=s.asm.ka).apply(null,arguments)},s._OrtCreateTensor=function(){return(s._OrtCreateTensor=s.asm.la).apply(null,arguments)},s._OrtGetTensorData=function(){return(s._OrtGetTensorData=s.asm.ma).apply(null,arguments)},s._OrtReleaseTensor=function(){return(s._OrtReleaseTensor=s.asm.na).apply(null,arguments)},s._OrtCreateRunOptions=function(){return(s._OrtCreateRunOptions=s.asm.oa).apply(null,arguments)},s._OrtAddRunConfigEntry=function(){return(s._OrtAddRunConfigEntry=s.asm.pa).apply(null,arguments)},s._OrtReleaseRunOptions=function(){return(s._OrtReleaseRunOptions=s.asm.qa).apply(null,arguments)},s._OrtRun=function(){return(s._OrtRun=s.asm.ra).apply(null,arguments)},s._OrtEndProfiling=function(){return(s._OrtEndProfiling=s.asm.sa).apply(null,arguments)};var rt=s._pthread_self=function(){return(rt=s._pthread_self=s.asm.ta).apply(null,arguments)},ot=s._malloc=function(){return(ot=s._malloc=s.asm.ua).apply(null,arguments)};s._free=function(){return(s._free=s.asm.va).apply(null,arguments)},s.__emscripten_tls_init=function(){return(s.__emscripten_tls_init=s.asm.wa).apply(null,arguments)};var it=s.__emscripten_thread_init=function(){return(it=s.__emscripten_thread_init=s.asm.xa).apply(null,arguments)};s.__emscripten_thread_crashed=function(){return(s.__emscripten_thread_crashed=s.asm.ya).apply(null,arguments)};var at,st=s._emscripten_run_in_main_runtime_thread_js=function(){return(st=s._emscripten_run_in_main_runtime_thread_js=s.asm.Aa).apply(null,arguments)},ut=s.__emscripten_proxy_execute_task_queue=function(){return(ut=s.__emscripten_proxy_execute_task_queue=s.asm.Ba).apply(null,arguments)},lt=s.__emscripten_thread_free_data=function(){return(lt=s.__emscripten_thread_free_data=s.asm.Ca).apply(null,arguments)},ct=s.__emscripten_thread_exit=function(){return(ct=s.__emscripten_thread_exit=s.asm.Da).apply(null,arguments)},pt=s._emscripten_stack_set_limits=function(){return(pt=s._emscripten_stack_set_limits=s.asm.Ea).apply(null,arguments)},dt=s.stackSave=function(){return(dt=s.stackSave=s.asm.Fa).apply(null,arguments)},ft=s.stackRestore=function(){return(ft=s.stackRestore=s.asm.Ga).apply(null,arguments)},ht=s.stackAlloc=function(){return(ht=s.stackAlloc=s.asm.Ha).apply(null,arguments)};function gt(){function e(){if(!at&&(at=!0,s.calledRun=!0,!j)&&(x||de(X),u(s),s.onRuntimeInitialized&&s.onRuntimeInitialized(),!x)){if(s.postRun)for("function"==typeof s.postRun&&(s.postRun=[s.postRun]);s.postRun.length;){var e=s.postRun.shift();Y.unshift(e)}de(Y)}}if(!(0<Q))if(x)u(s),x||de(X),postMessage({cmd:"loaded"});else{if(s.preRun)for("function"==typeof s.preRun&&(s.preRun=[s.preRun]);s.preRun.length;)J();de(K),0<Q||(s.setStatus?(s.setStatus("Running..."),setTimeout((function(){setTimeout((function(){s.setStatus("")}),1),e()}),1)):e())}}if(s.___cxa_is_pointer_type=function(){return(s.___cxa_is_pointer_type=s.asm.Ia).apply(null,arguments)},s.UTF8ToString=G,s.stringToUTF8=function(e,t,n){return V(e,r(),t,n)},s.lengthBytesUTF8=z,s.keepRuntimeAlive=function(){return P},s.wasmMemory=D,s.stackSave=dt,s.stackRestore=ft,s.stackAlloc=ht,s.ExitStatus=ae,s.PThread=pe,te=function e(){at||gt(),at||(te=e)},s.preInit)for("function"==typeof s.preInit&&(s.preInit=[s.preInit]);0<s.preInit.length;)s.preInit.pop()();return gt(),e.ready});e.exports=r},932:(e,t,n)=>{var _scriptDir,r=(_scriptDir=(_scriptDir="undefined"!=typeof document&&document.currentScript?document.currentScript.src:void 0)||"/index.js",function(e){var t,r,o;e=e||{},t||(t=void 0!==e?e:{}),t.ready=new Promise((function(e,t){r=e,o=t}));var i,a,s,u,l,c,p=Object.assign({},t),d="./this.program",f=(e,t)=>{throw t},h="object"==typeof window,g="function"==typeof importScripts,m="object"==typeof process&&"object"==typeof process.versions&&"string"==typeof process.versions.node,b="";m?(b=g?n(908).dirname(b)+"/":"//",c=()=>{l||(u=n(1384),l=n(908))},i=function(e,t){return c(),e=l.normalize(e),u.readFileSync(e,t?void 0:"utf8")},s=e=>((e=i(e,!0)).buffer||(e=new Uint8Array(e)),e),a=(e,t,n)=>{c(),e=l.normalize(e),u.readFile(e,(function(e,r){e?n(e):t(r.buffer)}))},1<process.argv.length&&(d=process.argv[1].replace(/\\/g,"/")),process.argv.slice(2),process.on("uncaughtException",(function(e){if(!(e instanceof q))throw e})),process.on("unhandledRejection",(function(e){throw e})),f=(e,t)=>{if(v)throw process.exitCode=e,t;t instanceof q||_("exiting due to exception: "+t),process.exit(e)},t.inspect=function(){return"[Emscripten Module object]"}):(h||g)&&(g?b=self.location.href:"undefined"!=typeof document&&document.currentScript&&(b=document.currentScript.src),_scriptDir&&(b=_scriptDir),b=0!==b.indexOf("blob:")?b.substr(0,b.replace(/[?#].*/,"").lastIndexOf("/")+1):"",i=e=>{var t=new XMLHttpRequest;return t.open("GET",e,!1),t.send(null),t.responseText},g&&(s=e=>{var t=new XMLHttpRequest;return t.open("GET",e,!1),t.responseType="arraybuffer",t.send(null),new Uint8Array(t.response)}),a=(e,t,n)=>{var r=new XMLHttpRequest;r.open("GET",e,!0),r.responseType="arraybuffer",r.onload=()=>{200==r.status||0==r.status&&r.response?t(r.response):n()},r.onerror=n,r.send(null)});var y,w=t.print||console.log.bind(console),_=t.printErr||console.warn.bind(console);Object.assign(t,p),p=null,t.thisProgram&&(d=t.thisProgram),t.quit&&(f=t.quit),t.wasmBinary&&(y=t.wasmBinary);var v=t.noExitRuntime||!0;"object"!=typeof WebAssembly&&V("no native wasm support detected");var x,T,S,O,A,E,I=!1,$="undefined"!=typeof TextDecoder?new TextDecoder("utf8"):void 0;function P(e,t,n){var r=(t>>>=0)+n;for(n=t;e[n]&&!(n>=r);)++n;if(16<n-t&&e.buffer&&$)return $.decode(e.subarray(t,n));for(r="";t<n;){var o=e[t++];if(128&o){var i=63&e[t++];if(192==(224&o))r+=String.fromCharCode((31&o)<<6|i);else{var a=63&e[t++];65536>(o=224==(240&o)?(15&o)<<12|i<<6|a:(7&o)<<18|i<<12|a<<6|63&e[t++])?r+=String.fromCharCode(o):(o-=65536,r+=String.fromCharCode(55296|o>>10,56320|1023&o))}}else r+=String.fromCharCode(o)}return r}function D(e,t){return(e>>>=0)?P(O,e,t):""}function k(e,t,n,r){if(!(0<r))return 0;var o=n>>>=0;r=n+r-1;for(var i=0;i<e.length;++i){var a=e.charCodeAt(i);if(55296<=a&&57343>=a&&(a=65536+((1023&a)<<10)|1023&e.charCodeAt(++i)),127>=a){if(n>=r)break;t[n++>>>0]=a}else{if(2047>=a){if(n+1>=r)break;t[n++>>>0]=192|a>>6}else{if(65535>=a){if(n+2>=r)break;t[n++>>>0]=224|a>>12}else{if(n+3>=r)break;t[n++>>>0]=240|a>>18,t[n++>>>0]=128|a>>12&63}t[n++>>>0]=128|a>>6&63}t[n++>>>0]=128|63&a}}return t[n>>>0]=0,n-o}function C(e){for(var t=0,n=0;n<e.length;++n){var r=e.charCodeAt(n);127>=r?t++:2047>=r?t+=2:55296<=r&&57343>=r?(t+=4,++n):t+=3}return t}function R(){var e=x.buffer;T=e,t.HEAP8=S=new Int8Array(e),t.HEAP16=new Int16Array(e),t.HEAP32=A=new Int32Array(e),t.HEAPU8=O=new Uint8Array(e),t.HEAPU16=new Uint16Array(e),t.HEAPU32=E=new Uint32Array(e),t.HEAPF32=new Float32Array(e),t.HEAPF64=new Float64Array(e)}var M=[],N=[],F=[];function L(){var e=t.preRun.shift();M.unshift(e)}var j,U=0,B=null,G=null;function V(e){throw t.onAbort&&t.onAbort(e),_(e="Aborted("+e+")"),I=!0,e=new WebAssembly.RuntimeError(e+". Build with -sASSERTIONS for more info."),o(e),e}function z(){return j.startsWith("data:application/octet-stream;base64,")}if(j="ort-wasm.wasm",!z()){var H=j;j=t.locateFile?t.locateFile(H,b):b+H}function W(){var e=j;try{if(e==j&&y)return new Uint8Array(y);if(s)return s(e);throw"both async and sync fetching of the wasm failed"}catch(e){V(e)}}function q(e){this.name="ExitStatus",this.message="Program terminated with exit("+e+")",this.status=e}function K(e){for(;0<e.length;)e.shift()(t)}function X(e){this.sa=e-24,this.Ia=function(e){E[this.sa+4>>2>>>0]=e},this.Ba=function(e){E[this.sa+8>>2>>>0]=e},this.Ga=function(){A[this.sa>>2>>>0]=0},this.Aa=function(){S[this.sa+12>>0>>>0]=0},this.Ha=function(){S[this.sa+13>>0>>>0]=0},this.ya=function(e,t){this.za(),this.Ia(e),this.Ba(t),this.Ga(),this.Aa(),this.Ha()},this.za=function(){E[this.sa+16>>2>>>0]=0}}function Y(e){var t=C(e)+1,n=ae(t);return n&&k(e,S,n,t),n}var J={};function Z(){if(!Q){var e,t={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",_:d||"./this.program"};for(e in J)void 0===J[e]?delete t[e]:t[e]=J[e];var n=[];for(e in t)n.push(e+"="+t[e]);Q=n}return Q}var Q,ee=[null,[],[]];function te(e){return 0==e%4&&(0!=e%100||0==e%400)}var ne=[31,29,31,30,31,30,31,31,30,31,30,31],re=[31,28,31,30,31,30,31,31,30,31,30,31];function oe(e,t,n,r){function o(e,t,n){for(e="number"==typeof e?e.toString():e||"";e.length<t;)e=n[0]+e;return e}function i(e,t){return o(e,t,"0")}function a(e,t){function n(e){return 0>e?-1:0<e?1:0}var r;return 0===(r=n(e.getFullYear()-t.getFullYear()))&&0===(r=n(e.getMonth()-t.getMonth()))&&(r=n(e.getDate()-t.getDate())),r}function s(e){switch(e.getDay()){case 0:return new Date(e.getFullYear()-1,11,29);case 1:return e;case 2:return new Date(e.getFullYear(),0,3);case 3:return new Date(e.getFullYear(),0,2);case 4:return new Date(e.getFullYear(),0,1);case 5:return new Date(e.getFullYear()-1,11,31);case 6:return new Date(e.getFullYear()-1,11,30)}}function u(e){var t=e.qa;for(e=new Date(new Date(e.ra+1900,0,1).getTime());0<t;){var n=e.getMonth(),r=(te(e.getFullYear())?ne:re)[n];if(!(t>r-e.getDate())){e.setDate(e.getDate()+t);break}t-=r-e.getDate()+1,e.setDate(1),11>n?e.setMonth(n+1):(e.setMonth(0),e.setFullYear(e.getFullYear()+1))}return n=new Date(e.getFullYear()+1,0,4),t=s(new Date(e.getFullYear(),0,4)),n=s(n),0>=a(t,e)?0>=a(n,e)?e.getFullYear()+1:e.getFullYear():e.getFullYear()-1}var l=A[r+40>>2>>>0];for(var c in r={Ea:A[r>>2>>>0],Da:A[r+4>>2>>>0],ta:A[r+8>>2>>>0],va:A[r+12>>2>>>0],ua:A[r+16>>2>>>0],ra:A[r+20>>2>>>0],la:A[r+24>>2>>>0],qa:A[r+28>>2>>>0],Ja:A[r+32>>2>>>0],Ca:A[r+36>>2>>>0],Fa:l?D(l):""},n=D(n),l={"%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(c,"g"),l[c]);var p="Sunday Monday Tuesday Wednesday Thursday Friday Saturday".split(" "),d="January February March April May June July August September October November December".split(" ");for(c in l={"%a":function(e){return p[e.la].substring(0,3)},"%A":function(e){return p[e.la]},"%b":function(e){return d[e.ua].substring(0,3)},"%B":function(e){return d[e.ua]},"%C":function(e){return i((e.ra+1900)/100|0,2)},"%d":function(e){return i(e.va,2)},"%e":function(e){return o(e.va,2," ")},"%g":function(e){return u(e).toString().substring(2)},"%G":function(e){return u(e)},"%H":function(e){return i(e.ta,2)},"%I":function(e){return 0==(e=e.ta)?e=12:12<e&&(e-=12),i(e,2)},"%j":function(e){for(var t=0,n=0;n<=e.ua-1;t+=(te(e.ra+1900)?ne:re)[n++]);return i(e.va+t,3)},"%m":function(e){return i(e.ua+1,2)},"%M":function(e){return i(e.Da,2)},"%n":function(){return"\n"},"%p":function(e){return 0<=e.ta&&12>e.ta?"AM":"PM"},"%S":function(e){return i(e.Ea,2)},"%t":function(){return"\t"},"%u":function(e){return e.la||7},"%U":function(e){return i(Math.floor((e.qa+7-e.la)/7),2)},"%V":function(e){var t=Math.floor((e.qa+7-(e.la+6)%7)/7);if(2>=(e.la+371-e.qa-2)%7&&t++,t)53==t&&(4==(n=(e.la+371-e.qa)%7)||3==n&&te(e.ra)||(t=1));else{t=52;var n=(e.la+7-e.qa-1)%7;(4==n||5==n&&te(e.ra%400-1))&&t++}return i(t,2)},"%w":function(e){return e.la},"%W":function(e){return i(Math.floor((e.qa+7-(e.la+6)%7)/7),2)},"%y":function(e){return(e.ra+1900).toString().substring(2)},"%Y":function(e){return e.ra+1900},"%z":function(e){var t=0<=(e=e.Ca);return e=Math.abs(e)/60,(t?"+":"-")+String("0000"+(e/60*100+e%60)).slice(-4)},"%Z":function(e){return e.Fa},"%%":function(){return"%"}},n=n.replace(/%%/g,"\0\0"),l)n.includes(c)&&(n=n.replace(new RegExp(c,"g"),l[c](r)));return c=function(e){var t=Array(C(e)+1);return k(e,t,0,t.length),t}(n=n.replace(/\0\0/g,"%")),c.length>t?0:(S.set(c,e>>>0),c.length-1)}var ie={a:function(e){return ae(e+24)+24},b:function(e,t,n){throw new X(e).ya(t,n),e},g:function(){return 0},I:function(){},w:function(){},y:function(){},K:function(){return 0},G:function(){},C:function(){},F:function(){},k:function(){},x:function(){},u:function(){},H:function(){},v:function(){},n:function(){},p:function(){V("To use dlopen, you need enable dynamic linking, see https://github.com/emscripten-core/emscripten/wiki/Linking")},o:function(){V("To use dlopen, you need enable dynamic linking, see https://github.com/emscripten-core/emscripten/wiki/Linking")},l:function(){return Date.now()},L:function(){return!0},M:function(e,t){e=new Date(1e3*(E[e>>>2]+4294967296*A[e+4>>>2])),A[t>>2>>>0]=e.getUTCSeconds(),A[t+4>>2>>>0]=e.getUTCMinutes(),A[t+8>>2>>>0]=e.getUTCHours(),A[t+12>>2>>>0]=e.getUTCDate(),A[t+16>>2>>>0]=e.getUTCMonth(),A[t+20>>2>>>0]=e.getUTCFullYear()-1900,A[t+24>>2>>>0]=e.getUTCDay(),A[t+28>>2>>>0]=(e.getTime()-Date.UTC(e.getUTCFullYear(),0,1,0,0,0,0))/864e5|0},N:function(e,t){e=new Date(1e3*(E[e>>>2]+4294967296*A[e+4>>>2])),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(),A[t+20>>2>>>0]=e.getFullYear()-1900,A[t+24>>2>>>0]=e.getDay();var n=new Date(e.getFullYear(),0,1);A[t+28>>2>>>0]=(e.getTime()-n.getTime())/864e5|0,A[t+36>>2>>>0]=-60*e.getTimezoneOffset();var r=new Date(e.getFullYear(),6,1).getTimezoneOffset();n=n.getTimezoneOffset(),A[t+32>>2>>>0]=0|(r!=n&&e.getTimezoneOffset()==Math.min(n,r))},O:function(e){var t=new Date(A[e+20>>2>>>0]+1900,A[e+16>>2>>>0],A[e+12>>2>>>0],A[e+8>>2>>>0],A[e+4>>2>>>0],A[e>>2>>>0],0),n=A[e+32>>2>>>0],r=t.getTimezoneOffset(),o=new Date(t.getFullYear(),0,1),i=new Date(t.getFullYear(),6,1).getTimezoneOffset(),a=o.getTimezoneOffset(),s=Math.min(a,i);return 0>n?A[e+32>>2>>>0]=Number(i!=a&&s==r):0<n!=(s==r)&&(i=Math.max(a,i),t.setTime(t.getTime()+6e4*((0<n?s:i)-r))),A[e+24>>2>>>0]=t.getDay(),A[e+28>>2>>>0]=(t.getTime()-o.getTime())/864e5|0,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(),t.getTime()/1e3|0},z:function(){return-52},B:function(){},m:function e(t,n,r){e.xa||(e.xa=!0,function(e,t,n){function r(e){return(e=e.toTimeString().match(/\(([A-Za-z ]+)\)$/))?e[1]:"GMT"}var o=(new Date).getFullYear(),i=new Date(o,0,1),a=new Date(o,6,1);o=i.getTimezoneOffset();var s=a.getTimezoneOffset();A[e>>2>>>0]=60*Math.max(o,s),A[t>>2>>>0]=Number(o!=s),e=r(i),t=r(a),e=Y(e),t=Y(t),s<o?(E[n>>2>>>0]=e,E[n+4>>2>>>0]=t):(E[n>>2>>>0]=t,E[n+4>>2>>>0]=e)}(t,n,r))},d:function(){V("")},t:function(){return 4294901760},h:m?()=>{var e=process.hrtime();return 1e3*e[0]+e[1]/1e6}:()=>performance.now(),J:function(e,t,n){O.copyWithin(e>>>0,t>>>0,t+n>>>0)},f:function(e){var t=O.length;if(4294901760<(e>>>=0))return!1;for(var n=1;4>=n;n*=2){var r=t*(1+.2/n);r=Math.min(r,e+100663296);var o=Math;r=Math.max(e,r),o=o.min.call(o,4294901760,r+(65536-r%65536)%65536);e:{try{x.grow(o-T.byteLength+65535>>>16),R();var i=1;break e}catch(e){}i=void 0}if(i)return!0}return!1},D:function(e,t){var n=0;return Z().forEach((function(r,o){var i=t+n;for(o=E[e+4*o>>2>>>0]=i,i=0;i<r.length;++i)S[o++>>0>>>0]=r.charCodeAt(i);S[o>>0>>>0]=0,n+=r.length+1})),0},E:function(e,t){var n=Z();E[e>>2>>>0]=n.length;var r=0;return n.forEach((function(e){r+=e.length+1})),E[t>>2>>>0]=r,0},r:function(e){v||(t.onExit&&t.onExit(e),I=!0),f(e,new q(e))},e:function(){return 52},j:function(){return 52},q:function(){return 70},i:function(e,t,n,r){for(var o=0,i=0;i<n;i++){var a=E[t>>2>>>0],s=E[t+4>>2>>>0];t+=8;for(var u=0;u<s;u++){var l=O[a+u>>>0],c=ee[e];0===l||10===l?((1===e?w:_)(P(c,0)),c.length=0):c.push(l)}o+=s}return E[r>>2>>>0]=o,0},s:function e(t,r){e.wa||(e.wa=function(){if("object"==typeof crypto&&"function"==typeof crypto.getRandomValues){var e=new Uint8Array(1);return()=>(crypto.getRandomValues(e),e[0])}if(m)try{var t=n(760);return()=>t.randomBytes(1)[0]}catch(e){}return()=>V("randomDevice")}());for(var o=0;o<r;o++)S[t+o>>0>>>0]=e.wa();return 0},A:oe,c:function(e,t,n,r){return oe(e,t,n,r)}};!function(){function e(e){t.asm=e.exports,x=t.asm.P,R(),N.unshift(t.asm.Q),U--,t.monitorRunDependencies&&t.monitorRunDependencies(U),0==U&&(null!==B&&(clearInterval(B),B=null),G&&(e=G,G=null,e()))}function n(t){e(t.instance)}function r(e){return function(){if(!y&&(h||g)){if("function"==typeof fetch&&!j.startsWith("file://"))return fetch(j,{credentials:"same-origin"}).then((function(e){if(!e.ok)throw"failed to load wasm binary file at '"+j+"'";return e.arrayBuffer()})).catch((function(){return W()}));if(a)return new Promise((function(e,t){a(j,(function(t){e(new Uint8Array(t))}),t)}))}return Promise.resolve().then((function(){return W()}))}().then((function(e){return WebAssembly.instantiate(e,i)})).then((function(e){return e})).then(e,(function(e){_("failed to asynchronously prepare wasm: "+e),V(e)}))}var i={a:ie};if(U++,t.monitorRunDependencies&&t.monitorRunDependencies(U),t.instantiateWasm)try{return t.instantiateWasm(i,e)}catch(e){return _("Module.instantiateWasm callback failed with error: "+e),!1}(y||"function"!=typeof WebAssembly.instantiateStreaming||z()||j.startsWith("file://")||m||"function"!=typeof fetch?r(n):fetch(j,{credentials:"same-origin"}).then((function(e){return WebAssembly.instantiateStreaming(e,i).then(n,(function(e){return _("wasm streaming compile failed: "+e),_("falling back to ArrayBuffer instantiation"),r(n)}))}))).catch(o)}(),t.___wasm_call_ctors=function(){return(t.___wasm_call_ctors=t.asm.Q).apply(null,arguments)},t._OrtInit=function(){return(t._OrtInit=t.asm.R).apply(null,arguments)},t._OrtCreateSessionOptions=function(){return(t._OrtCreateSessionOptions=t.asm.S).apply(null,arguments)},t._OrtAppendExecutionProvider=function(){return(t._OrtAppendExecutionProvider=t.asm.T).apply(null,arguments)},t._OrtAddSessionConfigEntry=function(){return(t._OrtAddSessionConfigEntry=t.asm.U).apply(null,arguments)},t._OrtReleaseSessionOptions=function(){return(t._OrtReleaseSessionOptions=t.asm.V).apply(null,arguments)},t._OrtCreateSession=function(){return(t._OrtCreateSession=t.asm.W).apply(null,arguments)},t._OrtReleaseSession=function(){return(t._OrtReleaseSession=t.asm.X).apply(null,arguments)},t._OrtGetInputCount=function(){return(t._OrtGetInputCount=t.asm.Y).apply(null,arguments)},t._OrtGetOutputCount=function(){return(t._OrtGetOutputCount=t.asm.Z).apply(null,arguments)},t._OrtGetInputName=function(){return(t._OrtGetInputName=t.asm._).apply(null,arguments)},t._OrtGetOutputName=function(){return(t._OrtGetOutputName=t.asm.$).apply(null,arguments)},t._OrtFree=function(){return(t._OrtFree=t.asm.aa).apply(null,arguments)},t._OrtCreateTensor=function(){return(t._OrtCreateTensor=t.asm.ba).apply(null,arguments)},t._OrtGetTensorData=function(){return(t._OrtGetTensorData=t.asm.ca).apply(null,arguments)},t._OrtReleaseTensor=function(){return(t._OrtReleaseTensor=t.asm.da).apply(null,arguments)},t._OrtCreateRunOptions=function(){return(t._OrtCreateRunOptions=t.asm.ea).apply(null,arguments)},t._OrtAddRunConfigEntry=function(){return(t._OrtAddRunConfigEntry=t.asm.fa).apply(null,arguments)},t._OrtReleaseRunOptions=function(){return(t._OrtReleaseRunOptions=t.asm.ga).apply(null,arguments)},t._OrtRun=function(){return(t._OrtRun=t.asm.ha).apply(null,arguments)},t._OrtEndProfiling=function(){return(t._OrtEndProfiling=t.asm.ia).apply(null,arguments)};var ae=t._malloc=function(){return(ae=t._malloc=t.asm.ja).apply(null,arguments)};t._free=function(){return(t._free=t.asm.ka).apply(null,arguments)};var se,ue=t.stackSave=function(){return(ue=t.stackSave=t.asm.ma).apply(null,arguments)},le=t.stackRestore=function(){return(le=t.stackRestore=t.asm.na).apply(null,arguments)},ce=t.stackAlloc=function(){return(ce=t.stackAlloc=t.asm.oa).apply(null,arguments)};function pe(){function e(){if(!se&&(se=!0,t.calledRun=!0,!I)){if(K(N),r(t),t.onRuntimeInitialized&&t.onRuntimeInitialized(),t.postRun)for("function"==typeof t.postRun&&(t.postRun=[t.postRun]);t.postRun.length;){var e=t.postRun.shift();F.unshift(e)}K(F)}}if(!(0<U)){if(t.preRun)for("function"==typeof t.preRun&&(t.preRun=[t.preRun]);t.preRun.length;)L();K(M),0<U||(t.setStatus?(t.setStatus("Running..."),setTimeout((function(){setTimeout((function(){t.setStatus("")}),1),e()}),1)):e())}}if(t.___cxa_is_pointer_type=function(){return(t.___cxa_is_pointer_type=t.asm.pa).apply(null,arguments)},t.UTF8ToString=D,t.stringToUTF8=function(e,t,n){return k(e,O,t,n)},t.lengthBytesUTF8=C,t.stackSave=ue,t.stackRestore=le,t.stackAlloc=ce,G=function e(){se||pe(),se||(G=e)},t.preInit)for("function"==typeof t.preInit&&(t.preInit=[t.preInit]);0<t.preInit.length;)t.preInit.pop()();return pe(),e.ready});e.exports=r},4537:e=>{"use strict";e.exports=function(e,t){for(var n=new Array(arguments.length-1),r=0,o=2,i=!0;o<arguments.length;)n[r++]=arguments[o++];return new Promise((function(o,a){n[r]=function(e){if(i)if(i=!1,e)a(e);else{for(var t=new Array(arguments.length-1),n=0;n<t.length;)t[n++]=arguments[n];o.apply(null,t)}};try{e.apply(t||null,n)}catch(e){i&&(i=!1,a(e))}}))}},7419:(e,t)=>{"use strict";var n=t;n.length=function(e){var t=e.length;if(!t)return 0;for(var n=0;--t%4>1&&"="===e.charAt(t);)++n;return Math.ceil(3*e.length)/4-n};for(var r=new Array(64),o=new Array(123),i=0;i<64;)o[r[i]=i<26?i+65:i<52?i+71:i<62?i-4:i-59|43]=i++;n.encode=function(e,t,n){for(var o,i=null,a=[],s=0,u=0;t<n;){var l=e[t++];switch(u){case 0:a[s++]=r[l>>2],o=(3&l)<<4,u=1;break;case 1:a[s++]=r[o|l>>4],o=(15&l)<<2,u=2;break;case 2:a[s++]=r[o|l>>6],a[s++]=r[63&l],u=0}s>8191&&((i||(i=[])).push(String.fromCharCode.apply(String,a)),s=0)}return u&&(a[s++]=r[o],a[s++]=61,1===u&&(a[s++]=61)),i?(s&&i.push(String.fromCharCode.apply(String,a.slice(0,s))),i.join("")):String.fromCharCode.apply(String,a.slice(0,s))};var a="invalid encoding";n.decode=function(e,t,n){for(var r,i=n,s=0,u=0;u<e.length;){var l=e.charCodeAt(u++);if(61===l&&s>1)break;if(void 0===(l=o[l]))throw Error(a);switch(s){case 0:r=l,s=1;break;case 1:t[n++]=r<<2|(48&l)>>4,r=l,s=2;break;case 2:t[n++]=(15&r)<<4|(60&l)>>2,r=l,s=3;break;case 3:t[n++]=(3&r)<<6|l,s=0}}if(1===s)throw Error(a);return n-i},n.test=function(e){return/^(?:[A-Za-z0-9+/]{4})*(?:[A-Za-z0-9+/]{2}==|[A-Za-z0-9+/]{3}=)?$/.test(e)}},9211:e=>{"use strict";function t(){this._listeners={}}e.exports=t,t.prototype.on=function(e,t,n){return(this._listeners[e]||(this._listeners[e]=[])).push({fn:t,ctx:n||this}),this},t.prototype.off=function(e,t){if(void 0===e)this._listeners={};else if(void 0===t)this._listeners[e]=[];else for(var n=this._listeners[e],r=0;r<n.length;)n[r].fn===t?n.splice(r,1):++r;return this},t.prototype.emit=function(e){var t=this._listeners[e];if(t){for(var n=[],r=1;r<arguments.length;)n.push(arguments[r++]);for(r=0;r<t.length;)t[r].fn.apply(t[r++].ctx,n)}return this}},945:e=>{"use strict";function t(e){return"undefined"!=typeof Float32Array?function(){var t=new Float32Array([-0]),n=new Uint8Array(t.buffer),r=128===n[3];function o(e,r,o){t[0]=e,r[o]=n[0],r[o+1]=n[1],r[o+2]=n[2],r[o+3]=n[3]}function i(e,r,o){t[0]=e,r[o]=n[3],r[o+1]=n[2],r[o+2]=n[1],r[o+3]=n[0]}function a(e,r){return n[0]=e[r],n[1]=e[r+1],n[2]=e[r+2],n[3]=e[r+3],t[0]}function s(e,r){return n[3]=e[r],n[2]=e[r+1],n[1]=e[r+2],n[0]=e[r+3],t[0]}e.writeFloatLE=r?o:i,e.writeFloatBE=r?i:o,e.readFloatLE=r?a:s,e.readFloatBE=r?s:a}():function(){function t(e,t,n,r){var o=t<0?1:0;if(o&&(t=-t),0===t)e(1/t>0?0:2147483648,n,r);else if(isNaN(t))e(2143289344,n,r);else if(t>34028234663852886e22)e((o<<31|2139095040)>>>0,n,r);else if(t<11754943508222875e-54)e((o<<31|Math.round(t/1401298464324817e-60))>>>0,n,r);else{var i=Math.floor(Math.log(t)/Math.LN2);e((o<<31|i+127<<23|8388607&Math.round(t*Math.pow(2,-i)*8388608))>>>0,n,r)}}function a(e,t,n){var r=e(t,n),o=2*(r>>31)+1,i=r>>>23&255,a=8388607&r;return 255===i?a?NaN:o*(1/0):0===i?1401298464324817e-60*o*a:o*Math.pow(2,i-150)*(a+8388608)}e.writeFloatLE=t.bind(null,n),e.writeFloatBE=t.bind(null,r),e.readFloatLE=a.bind(null,o),e.readFloatBE=a.bind(null,i)}(),"undefined"!=typeof Float64Array?function(){var t=new Float64Array([-0]),n=new Uint8Array(t.buffer),r=128===n[7];function o(e,r,o){t[0]=e,r[o]=n[0],r[o+1]=n[1],r[o+2]=n[2],r[o+3]=n[3],r[o+4]=n[4],r[o+5]=n[5],r[o+6]=n[6],r[o+7]=n[7]}function i(e,r,o){t[0]=e,r[o]=n[7],r[o+1]=n[6],r[o+2]=n[5],r[o+3]=n[4],r[o+4]=n[3],r[o+5]=n[2],r[o+6]=n[1],r[o+7]=n[0]}function a(e,r){return n[0]=e[r],n[1]=e[r+1],n[2]=e[r+2],n[3]=e[r+3],n[4]=e[r+4],n[5]=e[r+5],n[6]=e[r+6],n[7]=e[r+7],t[0]}function s(e,r){return n[7]=e[r],n[6]=e[r+1],n[5]=e[r+2],n[4]=e[r+3],n[3]=e[r+4],n[2]=e[r+5],n[1]=e[r+6],n[0]=e[r+7],t[0]}e.writeDoubleLE=r?o:i,e.writeDoubleBE=r?i:o,e.readDoubleLE=r?a:s,e.readDoubleBE=r?s:a}():function(){function t(e,t,n,r,o,i){var a=r<0?1:0;if(a&&(r=-r),0===r)e(0,o,i+t),e(1/r>0?0:2147483648,o,i+n);else if(isNaN(r))e(0,o,i+t),e(2146959360,o,i+n);else if(r>17976931348623157e292)e(0,o,i+t),e((a<<31|2146435072)>>>0,o,i+n);else{var s;if(r<22250738585072014e-324)e((s=r/5e-324)>>>0,o,i+t),e((a<<31|s/4294967296)>>>0,o,i+n);else{var u=Math.floor(Math.log(r)/Math.LN2);1024===u&&(u=1023),e(4503599627370496*(s=r*Math.pow(2,-u))>>>0,o,i+t),e((a<<31|u+1023<<20|1048576*s&1048575)>>>0,o,i+n)}}}function a(e,t,n,r,o){var i=e(r,o+t),a=e(r,o+n),s=2*(a>>31)+1,u=a>>>20&2047,l=4294967296*(1048575&a)+i;return 2047===u?l?NaN:s*(1/0):0===u?5e-324*s*l:s*Math.pow(2,u-1075)*(l+4503599627370496)}e.writeDoubleLE=t.bind(null,n,0,4),e.writeDoubleBE=t.bind(null,r,4,0),e.readDoubleLE=a.bind(null,o,0,4),e.readDoubleBE=a.bind(null,i,4,0)}(),e}function n(e,t,n){t[n]=255&e,t[n+1]=e>>>8&255,t[n+2]=e>>>16&255,t[n+3]=e>>>24}function r(e,t,n){t[n]=e>>>24,t[n+1]=e>>>16&255,t[n+2]=e>>>8&255,t[n+3]=255&e}function o(e,t){return(e[t]|e[t+1]<<8|e[t+2]<<16|e[t+3]<<24)>>>0}function i(e,t){return(e[t]<<24|e[t+1]<<16|e[t+2]<<8|e[t+3])>>>0}e.exports=t(t)},7199:module=>{"use strict";function inquire(moduleName){try{var mod=eval("quire".replace(/^/,"re"))(moduleName);if(mod&&(mod.length||Object.keys(mod).length))return mod}catch(e){}return null}module.exports=inquire},6662:e=>{"use strict";e.exports=function(e,t,n){var r=n||8192,o=r>>>1,i=null,a=r;return function(n){if(n<1||n>o)return e(n);a+n>r&&(i=e(r),a=0);var s=t.call(i,a,a+=n);return 7&a&&(a=1+(7|a)),s}}},4997:(e,t)=>{"use strict";var n=t;n.length=function(e){for(var t=0,n=0,r=0;r<e.length;++r)(n=e.charCodeAt(r))<128?t+=1:n<2048?t+=2:55296==(64512&n)&&56320==(64512&e.charCodeAt(r+1))?(++r,t+=4):t+=3;return t},n.read=function(e,t,n){if(n-t<1)return"";for(var r,o=null,i=[],a=0;t<n;)(r=e[t++])<128?i[a++]=r:r>191&&r<224?i[a++]=(31&r)<<6|63&e[t++]:r>239&&r<365?(r=((7&r)<<18|(63&e[t++])<<12|(63&e[t++])<<6|63&e[t++])-65536,i[a++]=55296+(r>>10),i[a++]=56320+(1023&r)):i[a++]=(15&r)<<12|(63&e[t++])<<6|63&e[t++],a>8191&&((o||(o=[])).push(String.fromCharCode.apply(String,i)),a=0);return o?(a&&o.push(String.fromCharCode.apply(String,i.slice(0,a))),o.join("")):String.fromCharCode.apply(String,i.slice(0,a))},n.write=function(e,t,n){for(var r,o,i=n,a=0;a<e.length;++a)(r=e.charCodeAt(a))<128?t[n++]=r:r<2048?(t[n++]=r>>6|192,t[n++]=63&r|128):55296==(64512&r)&&56320==(64512&(o=e.charCodeAt(a+1)))?(r=65536+((1023&r)<<10)+(1023&o),++a,t[n++]=r>>18|240,t[n++]=r>>12&63|128,t[n++]=r>>6&63|128,t[n++]=63&r|128):(t[n++]=r>>12|224,t[n++]=r>>6&63|128,t[n++]=63&r|128);return n-i}},3442:(e,t)=>{"use strict";t.__esModule=!0;var n=function(){function e(t){if(!t)throw new TypeError("Invalid argument; `value` has no value.");this.value=e.EMPTY,t&&e.isGuid(t)&&(this.value=t)}return e.isGuid=function(t){var n=t.toString();return t&&(t instanceof e||e.validator.test(n))},e.create=function(){return new e([e.gen(2),e.gen(1),e.gen(1),e.gen(1),e.gen(3)].join("-"))},e.createEmpty=function(){return new e("emptyguid")},e.parse=function(t){return new e(t)},e.raw=function(){return[e.gen(2),e.gen(1),e.gen(1),e.gen(1),e.gen(3)].join("-")},e.gen=function(e){for(var t="",n=0;n<e;n++)t+=(65536*(1+Math.random())|0).toString(16).substring(1);return t},e.prototype.equals=function(t){return e.isGuid(t)&&this.value===t.toString()},e.prototype.isEmpty=function(){return this.value===e.EMPTY},e.prototype.toString=function(){return this.value},e.prototype.toJSON=function(){return{value:this.value}},e.validator=new RegExp("^[a-z0-9]{8}-[a-z0-9]{4}-[a-z0-9]{4}-[a-z0-9]{4}-[a-z0-9]{12}$","i"),e.EMPTY="00000000-0000-0000-0000-000000000000",e}();t.Guid=n},3720:e=>{e.exports=n;var t=null;try{t=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(e){}function n(e,t,n){this.low=0|e,this.high=0|t,this.unsigned=!!n}function r(e){return!0===(e&&e.__isLong__)}n.prototype.__isLong__,Object.defineProperty(n.prototype,"__isLong__",{value:!0}),n.isLong=r;var o={},i={};function a(e,t){var n,r,a;return t?(a=0<=(e>>>=0)&&e<256)&&(r=i[e])?r:(n=u(e,(0|e)<0?-1:0,!0),a&&(i[e]=n),n):(a=-128<=(e|=0)&&e<128)&&(r=o[e])?r:(n=u(e,e<0?-1:0,!1),a&&(o[e]=n),n)}function s(e,t){if(isNaN(e))return t?b:m;if(t){if(e<0)return b;if(e>=f)return x}else{if(e<=-h)return T;if(e+1>=h)return v}return e<0?s(-e,t).neg():u(e%d|0,e/d|0,t)}function u(e,t,r){return new n(e,t,r)}n.fromInt=a,n.fromNumber=s,n.fromBits=u;var l=Math.pow;function c(e,t,n){if(0===e.length)throw Error("empty string");if("NaN"===e||"Infinity"===e||"+Infinity"===e||"-Infinity"===e)return m;if("number"==typeof t?(n=t,t=!1):t=!!t,(n=n||10)<2||36<n)throw RangeError("radix");var r;if((r=e.indexOf("-"))>0)throw Error("interior hyphen");if(0===r)return c(e.substring(1),t,n).neg();for(var o=s(l(n,8)),i=m,a=0;a<e.length;a+=8){var u=Math.min(8,e.length-a),p=parseInt(e.substring(a,a+u),n);if(u<8){var d=s(l(n,u));i=i.mul(d).add(s(p))}else i=(i=i.mul(o)).add(s(p))}return i.unsigned=t,i}function p(e,t){return"number"==typeof e?s(e,t):"string"==typeof e?c(e,t):u(e.low,e.high,"boolean"==typeof t?t:e.unsigned)}n.fromString=c,n.fromValue=p;var d=4294967296,f=d*d,h=f/2,g=a(1<<24),m=a(0);n.ZERO=m;var b=a(0,!0);n.UZERO=b;var y=a(1);n.ONE=y;var w=a(1,!0);n.UONE=w;var _=a(-1);n.NEG_ONE=_;var v=u(-1,2147483647,!1);n.MAX_VALUE=v;var x=u(-1,-1,!0);n.MAX_UNSIGNED_VALUE=x;var T=u(0,-2147483648,!1);n.MIN_VALUE=T;var S=n.prototype;S.toInt=function(){return this.unsigned?this.low>>>0:this.low},S.toNumber=function(){return this.unsigned?(this.high>>>0)*d+(this.low>>>0):this.high*d+(this.low>>>0)},S.toString=function(e){if((e=e||10)<2||36<e)throw RangeError("radix");if(this.isZero())return"0";if(this.isNegative()){if(this.eq(T)){var t=s(e),n=this.div(t),r=n.mul(t).sub(this);return n.toString(e)+r.toInt().toString(e)}return"-"+this.neg().toString(e)}for(var o=s(l(e,6),this.unsigned),i=this,a="";;){var u=i.div(o),c=(i.sub(u.mul(o)).toInt()>>>0).toString(e);if((i=u).isZero())return c+a;for(;c.length<6;)c="0"+c;a=""+c+a}},S.getHighBits=function(){return this.high},S.getHighBitsUnsigned=function(){return this.high>>>0},S.getLowBits=function(){return this.low},S.getLowBitsUnsigned=function(){return this.low>>>0},S.getNumBitsAbs=function(){if(this.isNegative())return this.eq(T)?64:this.neg().getNumBitsAbs();for(var e=0!=this.high?this.high:this.low,t=31;t>0&&0==(e&1<<t);t--);return 0!=this.high?t+33:t+1},S.isZero=function(){return 0===this.high&&0===this.low},S.eqz=S.isZero,S.isNegative=function(){return!this.unsigned&&this.high<0},S.isPositive=function(){return this.unsigned||this.high>=0},S.isOdd=function(){return 1==(1&this.low)},S.isEven=function(){return 0==(1&this.low)},S.equals=function(e){return r(e)||(e=p(e)),(this.unsigned===e.unsigned||this.high>>>31!=1||e.high>>>31!=1)&&this.high===e.high&&this.low===e.low},S.eq=S.equals,S.notEquals=function(e){return!this.eq(e)},S.neq=S.notEquals,S.ne=S.notEquals,S.lessThan=function(e){return this.comp(e)<0},S.lt=S.lessThan,S.lessThanOrEqual=function(e){return this.comp(e)<=0},S.lte=S.lessThanOrEqual,S.le=S.lessThanOrEqual,S.greaterThan=function(e){return this.comp(e)>0},S.gt=S.greaterThan,S.greaterThanOrEqual=function(e){return this.comp(e)>=0},S.gte=S.greaterThanOrEqual,S.ge=S.greaterThanOrEqual,S.compare=function(e){if(r(e)||(e=p(e)),this.eq(e))return 0;var t=this.isNegative(),n=e.isNegative();return t&&!n?-1:!t&&n?1:this.unsigned?e.high>>>0>this.high>>>0||e.high===this.high&&e.low>>>0>this.low>>>0?-1:1:this.sub(e).isNegative()?-1:1},S.comp=S.compare,S.negate=function(){return!this.unsigned&&this.eq(T)?T:this.not().add(y)},S.neg=S.negate,S.add=function(e){r(e)||(e=p(e));var t=this.high>>>16,n=65535&this.high,o=this.low>>>16,i=65535&this.low,a=e.high>>>16,s=65535&e.high,l=e.low>>>16,c=0,d=0,f=0,h=0;return f+=(h+=i+(65535&e.low))>>>16,d+=(f+=o+l)>>>16,c+=(d+=n+s)>>>16,c+=t+a,u((f&=65535)<<16|(h&=65535),(c&=65535)<<16|(d&=65535),this.unsigned)},S.subtract=function(e){return r(e)||(e=p(e)),this.add(e.neg())},S.sub=S.subtract,S.multiply=function(e){if(this.isZero())return m;if(r(e)||(e=p(e)),t)return u(t.mul(this.low,this.high,e.low,e.high),t.get_high(),this.unsigned);if(e.isZero())return m;if(this.eq(T))return e.isOdd()?T:m;if(e.eq(T))return this.isOdd()?T:m;if(this.isNegative())return e.isNegative()?this.neg().mul(e.neg()):this.neg().mul(e).neg();if(e.isNegative())return this.mul(e.neg()).neg();if(this.lt(g)&&e.lt(g))return s(this.toNumber()*e.toNumber(),this.unsigned);var n=this.high>>>16,o=65535&this.high,i=this.low>>>16,a=65535&this.low,l=e.high>>>16,c=65535&e.high,d=e.low>>>16,f=65535&e.low,h=0,b=0,y=0,w=0;return y+=(w+=a*f)>>>16,b+=(y+=i*f)>>>16,y&=65535,b+=(y+=a*d)>>>16,h+=(b+=o*f)>>>16,b&=65535,h+=(b+=i*d)>>>16,b&=65535,h+=(b+=a*c)>>>16,h+=n*f+o*d+i*c+a*l,u((y&=65535)<<16|(w&=65535),(h&=65535)<<16|(b&=65535),this.unsigned)},S.mul=S.multiply,S.divide=function(e){if(r(e)||(e=p(e)),e.isZero())throw Error("division by zero");var n,o,i;if(t)return this.unsigned||-2147483648!==this.high||-1!==e.low||-1!==e.high?u((this.unsigned?t.div_u:t.div_s)(this.low,this.high,e.low,e.high),t.get_high(),this.unsigned):this;if(this.isZero())return this.unsigned?b:m;if(this.unsigned){if(e.unsigned||(e=e.toUnsigned()),e.gt(this))return b;if(e.gt(this.shru(1)))return w;i=b}else{if(this.eq(T))return e.eq(y)||e.eq(_)?T:e.eq(T)?y:(n=this.shr(1).div(e).shl(1)).eq(m)?e.isNegative()?y:_:(o=this.sub(e.mul(n)),i=n.add(o.div(e)));if(e.eq(T))return this.unsigned?b:m;if(this.isNegative())return e.isNegative()?this.neg().div(e.neg()):this.neg().div(e).neg();if(e.isNegative())return this.div(e.neg()).neg();i=m}for(o=this;o.gte(e);){n=Math.max(1,Math.floor(o.toNumber()/e.toNumber()));for(var a=Math.ceil(Math.log(n)/Math.LN2),c=a<=48?1:l(2,a-48),d=s(n),f=d.mul(e);f.isNegative()||f.gt(o);)f=(d=s(n-=c,this.unsigned)).mul(e);d.isZero()&&(d=y),i=i.add(d),o=o.sub(f)}return i},S.div=S.divide,S.modulo=function(e){return r(e)||(e=p(e)),t?u((this.unsigned?t.rem_u:t.rem_s)(this.low,this.high,e.low,e.high),t.get_high(),this.unsigned):this.sub(this.div(e).mul(e))},S.mod=S.modulo,S.rem=S.modulo,S.not=function(){return u(~this.low,~this.high,this.unsigned)},S.and=function(e){return r(e)||(e=p(e)),u(this.low&e.low,this.high&e.high,this.unsigned)},S.or=function(e){return r(e)||(e=p(e)),u(this.low|e.low,this.high|e.high,this.unsigned)},S.xor=function(e){return r(e)||(e=p(e)),u(this.low^e.low,this.high^e.high,this.unsigned)},S.shiftLeft=function(e){return r(e)&&(e=e.toInt()),0==(e&=63)?this:e<32?u(this.low<<e,this.high<<e|this.low>>>32-e,this.unsigned):u(0,this.low<<e-32,this.unsigned)},S.shl=S.shiftLeft,S.shiftRight=function(e){return r(e)&&(e=e.toInt()),0==(e&=63)?this:e<32?u(this.low>>>e|this.high<<32-e,this.high>>e,this.unsigned):u(this.high>>e-32,this.high>=0?0:-1,this.unsigned)},S.shr=S.shiftRight,S.shiftRightUnsigned=function(e){if(r(e)&&(e=e.toInt()),0==(e&=63))return this;var t=this.high;return e<32?u(this.low>>>e|t<<32-e,t>>>e,this.unsigned):u(32===e?t:t>>>e-32,0,this.unsigned)},S.shru=S.shiftRightUnsigned,S.shr_u=S.shiftRightUnsigned,S.toSigned=function(){return this.unsigned?u(this.low,this.high,!1):this},S.toUnsigned=function(){return this.unsigned?this:u(this.low,this.high,!0)},S.toBytes=function(e){return e?this.toBytesLE():this.toBytesBE()},S.toBytesLE=function(){var e=this.high,t=this.low;return[255&t,t>>>8&255,t>>>16&255,t>>>24,255&e,e>>>8&255,e>>>16&255,e>>>24]},S.toBytesBE=function(){var e=this.high,t=this.low;return[e>>>24,e>>>16&255,e>>>8&255,255&e,t>>>24,t>>>16&255,t>>>8&255,255&t]},n.fromBytes=function(e,t,r){return r?n.fromBytesLE(e,t):n.fromBytesBE(e,t)},n.fromBytesLE=function(e,t){return new n(e[0]|e[1]<<8|e[2]<<16|e[3]<<24,e[4]|e[5]<<8|e[6]<<16|e[7]<<24,t)},n.fromBytesBE=function(e,t){return new n(e[4]<<24|e[5]<<16|e[6]<<8|e[7],e[0]<<24|e[1]<<16|e[2]<<8|e[3],t)}},1446:(e,t,n)=>{"use strict";var r,o,i,a=n(2100),s=a.Reader,u=a.Writer,l=a.util,c=a.roots.default||(a.roots.default={});c.onnx=((i={}).Version=(r={},(o=Object.create(r))[r[0]="_START_VERSION"]=0,o[r[1]="IR_VERSION_2017_10_10"]=1,o[r[2]="IR_VERSION_2017_10_30"]=2,o[r[3]="IR_VERSION_2017_11_3"]=3,o[r[4]="IR_VERSION_2019_1_22"]=4,o[r[5]="IR_VERSION"]=5,o),i.AttributeProto=function(){function e(e){if(this.floats=[],this.ints=[],this.strings=[],this.tensors=[],this.graphs=[],e)for(var t=Object.keys(e),n=0;n<t.length;++n)null!=e[t[n]]&&(this[t[n]]=e[t[n]])}return e.prototype.name="",e.prototype.refAttrName="",e.prototype.docString="",e.prototype.type=0,e.prototype.f=0,e.prototype.i=l.Long?l.Long.fromBits(0,0,!1):0,e.prototype.s=l.newBuffer([]),e.prototype.t=null,e.prototype.g=null,e.prototype.floats=l.emptyArray,e.prototype.ints=l.emptyArray,e.prototype.strings=l.emptyArray,e.prototype.tensors=l.emptyArray,e.prototype.graphs=l.emptyArray,e.create=function(t){return new e(t)},e.encode=function(e,t){if(t||(t=u.create()),null!=e.name&&e.hasOwnProperty("name")&&t.uint32(10).string(e.name),null!=e.f&&e.hasOwnProperty("f")&&t.uint32(21).float(e.f),null!=e.i&&e.hasOwnProperty("i")&&t.uint32(24).int64(e.i),null!=e.s&&e.hasOwnProperty("s")&&t.uint32(34).bytes(e.s),null!=e.t&&e.hasOwnProperty("t")&&c.onnx.TensorProto.encode(e.t,t.uint32(42).fork()).ldelim(),null!=e.g&&e.hasOwnProperty("g")&&c.onnx.GraphProto.encode(e.g,t.uint32(50).fork()).ldelim(),null!=e.floats&&e.floats.length){t.uint32(58).fork();for(var n=0;n<e.floats.length;++n)t.float(e.floats[n]);t.ldelim()}if(null!=e.ints&&e.ints.length){for(t.uint32(66).fork(),n=0;n<e.ints.length;++n)t.int64(e.ints[n]);t.ldelim()}if(null!=e.strings&&e.strings.length)for(n=0;n<e.strings.length;++n)t.uint32(74).bytes(e.strings[n]);if(null!=e.tensors&&e.tensors.length)for(n=0;n<e.tensors.length;++n)c.onnx.TensorProto.encode(e.tensors[n],t.uint32(82).fork()).ldelim();if(null!=e.graphs&&e.graphs.length)for(n=0;n<e.graphs.length;++n)c.onnx.GraphProto.encode(e.graphs[n],t.uint32(90).fork()).ldelim();return null!=e.docString&&e.hasOwnProperty("docString")&&t.uint32(106).string(e.docString),null!=e.type&&e.hasOwnProperty("type")&&t.uint32(160).int32(e.type),null!=e.refAttrName&&e.hasOwnProperty("refAttrName")&&t.uint32(170).string(e.refAttrName),t},e.encodeDelimited=function(e,t){return this.encode(e,t).ldelim()},e.decode=function(e,t){e instanceof s||(e=s.create(e));for(var n=void 0===t?e.len:e.pos+t,r=new c.onnx.AttributeProto;e.pos<n;){var o=e.uint32();switch(o>>>3){case 1:r.name=e.string();break;case 21:r.refAttrName=e.string();break;case 13:r.docString=e.string();break;case 20:r.type=e.int32();break;case 2:r.f=e.float();break;case 3:r.i=e.int64();break;case 4:r.s=e.bytes();break;case 5:r.t=c.onnx.TensorProto.decode(e,e.uint32());break;case 6:r.g=c.onnx.GraphProto.decode(e,e.uint32());break;case 7:if(r.floats&&r.floats.length||(r.floats=[]),2==(7&o))for(var i=e.uint32()+e.pos;e.pos<i;)r.floats.push(e.float());else r.floats.push(e.float());break;case 8:if(r.ints&&r.ints.length||(r.ints=[]),2==(7&o))for(i=e.uint32()+e.pos;e.pos<i;)r.ints.push(e.int64());else r.ints.push(e.int64());break;case 9:r.strings&&r.strings.length||(r.strings=[]),r.strings.push(e.bytes());break;case 10:r.tensors&&r.tensors.length||(r.tensors=[]),r.tensors.push(c.onnx.TensorProto.decode(e,e.uint32()));break;case 11:r.graphs&&r.graphs.length||(r.graphs=[]),r.graphs.push(c.onnx.GraphProto.decode(e,e.uint32()));break;default:e.skipType(7&o)}}return r},e.decodeDelimited=function(e){return e instanceof s||(e=new s(e)),this.decode(e,e.uint32())},e.verify=function(e){if("object"!=typeof e||null===e)return"object expected";if(null!=e.name&&e.hasOwnProperty("name")&&!l.isString(e.name))return"name: string expected";if(null!=e.refAttrName&&e.hasOwnProperty("refAttrName")&&!l.isString(e.refAttrName))return"refAttrName: string expected";if(null!=e.docString&&e.hasOwnProperty("docString")&&!l.isString(e.docString))return"docString: string expected";if(null!=e.type&&e.hasOwnProperty("type"))switch(e.type){default:return"type: enum value expected";case 0:case 1:case 2:case 3:case 4:case 5:case 6:case 7:case 8:case 9:case 10:}if(null!=e.f&&e.hasOwnProperty("f")&&"number"!=typeof e.f)return"f: number expected";if(null!=e.i&&e.hasOwnProperty("i")&&!(l.isInteger(e.i)||e.i&&l.isInteger(e.i.low)&&l.isInteger(e.i.high)))return"i: integer|Long expected";if(null!=e.s&&e.hasOwnProperty("s")&&!(e.s&&"number"==typeof e.s.length||l.isString(e.s)))return"s: buffer expected";if(null!=e.t&&e.hasOwnProperty("t")&&(n=c.onnx.TensorProto.verify(e.t)))return"t."+n;if(null!=e.g&&e.hasOwnProperty("g")&&(n=c.onnx.GraphProto.verify(e.g)))return"g."+n;if(null!=e.floats&&e.hasOwnProperty("floats")){if(!Array.isArray(e.floats))return"floats: array expected";for(var t=0;t<e.floats.length;++t)if("number"!=typeof e.floats[t])return"floats: number[] expected"}if(null!=e.ints&&e.hasOwnProperty("ints")){if(!Array.isArray(e.ints))return"ints: array expected";for(t=0;t<e.ints.length;++t)if(!(l.isInteger(e.ints[t])||e.ints[t]&&l.isInteger(e.ints[t].low)&&l.isInteger(e.ints[t].high)))return"ints: integer|Long[] expected"}if(null!=e.strings&&e.hasOwnProperty("strings")){if(!Array.isArray(e.strings))return"strings: array expected";for(t=0;t<e.strings.length;++t)if(!(e.strings[t]&&"number"==typeof e.strings[t].length||l.isString(e.strings[t])))return"strings: buffer[] expected"}if(null!=e.tensors&&e.hasOwnProperty("tensors")){if(!Array.isArray(e.tensors))return"tensors: array expected";for(t=0;t<e.tensors.length;++t)if(n=c.onnx.TensorProto.verify(e.tensors[t]))return"tensors."+n}if(null!=e.graphs&&e.hasOwnProperty("graphs")){if(!Array.isArray(e.graphs))return"graphs: array expected";for(t=0;t<e.graphs.length;++t){var n;if(n=c.onnx.GraphProto.verify(e.graphs[t]))return"graphs."+n}}return null},e.fromObject=function(e){if(e instanceof c.onnx.AttributeProto)return e;var t=new c.onnx.AttributeProto;switch(null!=e.name&&(t.name=String(e.name)),null!=e.refAttrName&&(t.refAttrName=String(e.refAttrName)),null!=e.docString&&(t.docString=String(e.docString)),e.type){case"UNDEFINED":case 0:t.type=0;break;case"FLOAT":case 1:t.type=1;break;case"INT":case 2:t.type=2;break;case"STRING":case 3:t.type=3;break;case"TENSOR":case 4:t.type=4;break;case"GRAPH":case 5:t.type=5;break;case"FLOATS":case 6:t.type=6;break;case"INTS":case 7:t.type=7;break;case"STRINGS":case 8:t.type=8;break;case"TENSORS":case 9:t.type=9;break;case"GRAPHS":case 10:t.type=10}if(null!=e.f&&(t.f=Number(e.f)),null!=e.i&&(l.Long?(t.i=l.Long.fromValue(e.i)).unsigned=!1:"string"==typeof e.i?t.i=parseInt(e.i,10):"number"==typeof e.i?t.i=e.i:"object"==typeof e.i&&(t.i=new l.LongBits(e.i.low>>>0,e.i.high>>>0).toNumber())),null!=e.s&&("string"==typeof e.s?l.base64.decode(e.s,t.s=l.newBuffer(l.base64.length(e.s)),0):e.s.length&&(t.s=e.s)),null!=e.t){if("object"!=typeof e.t)throw TypeError(".onnx.AttributeProto.t: object expected");t.t=c.onnx.TensorProto.fromObject(e.t)}if(null!=e.g){if("object"!=typeof e.g)throw TypeError(".onnx.AttributeProto.g: object expected");t.g=c.onnx.GraphProto.fromObject(e.g)}if(e.floats){if(!Array.isArray(e.floats))throw TypeError(".onnx.AttributeProto.floats: array expected");t.floats=[];for(var n=0;n<e.floats.length;++n)t.floats[n]=Number(e.floats[n])}if(e.ints){if(!Array.isArray(e.ints))throw TypeError(".onnx.AttributeProto.ints: array expected");for(t.ints=[],n=0;n<e.ints.length;++n)l.Long?(t.ints[n]=l.Long.fromValue(e.ints[n])).unsigned=!1:"string"==typeof e.ints[n]?t.ints[n]=parseInt(e.ints[n],10):"number"==typeof e.ints[n]?t.ints[n]=e.ints[n]:"object"==typeof e.ints[n]&&(t.ints[n]=new l.LongBits(e.ints[n].low>>>0,e.ints[n].high>>>0).toNumber())}if(e.strings){if(!Array.isArray(e.strings))throw TypeError(".onnx.AttributeProto.strings: array expected");for(t.strings=[],n=0;n<e.strings.length;++n)"string"==typeof e.strings[n]?l.base64.decode(e.strings[n],t.strings[n]=l.newBuffer(l.base64.length(e.strings[n])),0):e.strings[n].length&&(t.strings[n]=e.strings[n])}if(e.tensors){if(!Array.isArray(e.tensors))throw TypeError(".onnx.AttributeProto.tensors: array expected");for(t.tensors=[],n=0;n<e.tensors.length;++n){if("object"!=typeof e.tensors[n])throw TypeError(".onnx.AttributeProto.tensors: object expected");t.tensors[n]=c.onnx.TensorProto.fromObject(e.tensors[n])}}if(e.graphs){if(!Array.isArray(e.graphs))throw TypeError(".onnx.AttributeProto.graphs: array expected");for(t.graphs=[],n=0;n<e.graphs.length;++n){if("object"!=typeof e.graphs[n])throw TypeError(".onnx.AttributeProto.graphs: object expected");t.graphs[n]=c.onnx.GraphProto.fromObject(e.graphs[n])}}return t},e.toObject=function(e,t){t||(t={});var n={};if((t.arrays||t.defaults)&&(n.floats=[],n.ints=[],n.strings=[],n.tensors=[],n.graphs=[]),t.defaults){if(n.name="",n.f=0,l.Long){var r=new l.Long(0,0,!1);n.i=t.longs===String?r.toString():t.longs===Number?r.toNumber():r}else n.i=t.longs===String?"0":0;t.bytes===String?n.s="":(n.s=[],t.bytes!==Array&&(n.s=l.newBuffer(n.s))),n.t=null,n.g=null,n.docString="",n.type=t.enums===String?"UNDEFINED":0,n.refAttrName=""}if(null!=e.name&&e.hasOwnProperty("name")&&(n.name=e.name),null!=e.f&&e.hasOwnProperty("f")&&(n.f=t.json&&!isFinite(e.f)?String(e.f):e.f),null!=e.i&&e.hasOwnProperty("i")&&("number"==typeof e.i?n.i=t.longs===String?String(e.i):e.i:n.i=t.longs===String?l.Long.prototype.toString.call(e.i):t.longs===Number?new l.LongBits(e.i.low>>>0,e.i.high>>>0).toNumber():e.i),null!=e.s&&e.hasOwnProperty("s")&&(n.s=t.bytes===String?l.base64.encode(e.s,0,e.s.length):t.bytes===Array?Array.prototype.slice.call(e.s):e.s),null!=e.t&&e.hasOwnProperty("t")&&(n.t=c.onnx.TensorProto.toObject(e.t,t)),null!=e.g&&e.hasOwnProperty("g")&&(n.g=c.onnx.GraphProto.toObject(e.g,t)),e.floats&&e.floats.length){n.floats=[];for(var o=0;o<e.floats.length;++o)n.floats[o]=t.json&&!isFinite(e.floats[o])?String(e.floats[o]):e.floats[o]}if(e.ints&&e.ints.length)for(n.ints=[],o=0;o<e.ints.length;++o)"number"==typeof e.ints[o]?n.ints[o]=t.longs===String?String(e.ints[o]):e.ints[o]:n.ints[o]=t.longs===String?l.Long.prototype.toString.call(e.ints[o]):t.longs===Number?new l.LongBits(e.ints[o].low>>>0,e.ints[o].high>>>0).toNumber():e.ints[o];if(e.strings&&e.strings.length)for(n.strings=[],o=0;o<e.strings.length;++o)n.strings[o]=t.bytes===String?l.base64.encode(e.strings[o],0,e.strings[o].length):t.bytes===Array?Array.prototype.slice.call(e.strings[o]):e.strings[o];if(e.tensors&&e.tensors.length)for(n.tensors=[],o=0;o<e.tensors.length;++o)n.tensors[o]=c.onnx.TensorProto.toObject(e.tensors[o],t);if(e.graphs&&e.graphs.length)for(n.graphs=[],o=0;o<e.graphs.length;++o)n.graphs[o]=c.onnx.GraphProto.toObject(e.graphs[o],t);return null!=e.docString&&e.hasOwnProperty("docString")&&(n.docString=e.docString),null!=e.type&&e.hasOwnProperty("type")&&(n.type=t.enums===String?c.onnx.AttributeProto.AttributeType[e.type]:e.type),null!=e.refAttrName&&e.hasOwnProperty("refAttrName")&&(n.refAttrName=e.refAttrName),n},e.prototype.toJSON=function(){return this.constructor.toObject(this,a.util.toJSONOptions)},e.AttributeType=function(){var e={},t=Object.create(e);return t[e[0]="UNDEFINED"]=0,t[e[1]="FLOAT"]=1,t[e[2]="INT"]=2,t[e[3]="STRING"]=3,t[e[4]="TENSOR"]=4,t[e[5]="GRAPH"]=5,t[e[6]="FLOATS"]=6,t[e[7]="INTS"]=7,t[e[8]="STRINGS"]=8,t[e[9]="TENSORS"]=9,t[e[10]="GRAPHS"]=10,t}(),e}(),i.ValueInfoProto=function(){function e(e){if(e)for(var t=Object.keys(e),n=0;n<t.length;++n)null!=e[t[n]]&&(this[t[n]]=e[t[n]])}return e.prototype.name="",e.prototype.type=null,e.prototype.docString="",e.create=function(t){return new e(t)},e.encode=function(e,t){return t||(t=u.create()),null!=e.name&&e.hasOwnProperty("name")&&t.uint32(10).string(e.name),null!=e.type&&e.hasOwnProperty("type")&&c.onnx.TypeProto.encode(e.type,t.uint32(18).fork()).ldelim(),null!=e.docString&&e.hasOwnProperty("docString")&&t.uint32(26).string(e.docString),t},e.encodeDelimited=function(e,t){return this.encode(e,t).ldelim()},e.decode=function(e,t){e instanceof s||(e=s.create(e));for(var n=void 0===t?e.len:e.pos+t,r=new c.onnx.ValueInfoProto;e.pos<n;){var o=e.uint32();switch(o>>>3){case 1:r.name=e.string();break;case 2:r.type=c.onnx.TypeProto.decode(e,e.uint32());break;case 3:r.docString=e.string();break;default:e.skipType(7&o)}}return r},e.decodeDelimited=function(e){return e instanceof s||(e=new s(e)),this.decode(e,e.uint32())},e.verify=function(e){if("object"!=typeof e||null===e)return"object expected";if(null!=e.name&&e.hasOwnProperty("name")&&!l.isString(e.name))return"name: string expected";if(null!=e.type&&e.hasOwnProperty("type")){var t=c.onnx.TypeProto.verify(e.type);if(t)return"type."+t}return null!=e.docString&&e.hasOwnProperty("docString")&&!l.isString(e.docString)?"docString: string expected":null},e.fromObject=function(e){if(e instanceof c.onnx.ValueInfoProto)return e;var t=new c.onnx.ValueInfoProto;if(null!=e.name&&(t.name=String(e.name)),null!=e.type){if("object"!=typeof e.type)throw TypeError(".onnx.ValueInfoProto.type: object expected");t.type=c.onnx.TypeProto.fromObject(e.type)}return null!=e.docString&&(t.docString=String(e.docString)),t},e.toObject=function(e,t){t||(t={});var n={};return t.defaults&&(n.name="",n.type=null,n.docString=""),null!=e.name&&e.hasOwnProperty("name")&&(n.name=e.name),null!=e.type&&e.hasOwnProperty("type")&&(n.type=c.onnx.TypeProto.toObject(e.type,t)),null!=e.docString&&e.hasOwnProperty("docString")&&(n.docString=e.docString),n},e.prototype.toJSON=function(){return this.constructor.toObject(this,a.util.toJSONOptions)},e}(),i.NodeProto=function(){function e(e){if(this.input=[],this.output=[],this.attribute=[],e)for(var t=Object.keys(e),n=0;n<t.length;++n)null!=e[t[n]]&&(this[t[n]]=e[t[n]])}return e.prototype.input=l.emptyArray,e.prototype.output=l.emptyArray,e.prototype.name="",e.prototype.opType="",e.prototype.domain="",e.prototype.attribute=l.emptyArray,e.prototype.docString="",e.create=function(t){return new e(t)},e.encode=function(e,t){if(t||(t=u.create()),null!=e.input&&e.input.length)for(var n=0;n<e.input.length;++n)t.uint32(10).string(e.input[n]);if(null!=e.output&&e.output.length)for(n=0;n<e.output.length;++n)t.uint32(18).string(e.output[n]);if(null!=e.name&&e.hasOwnProperty("name")&&t.uint32(26).string(e.name),null!=e.opType&&e.hasOwnProperty("opType")&&t.uint32(34).string(e.opType),null!=e.attribute&&e.attribute.length)for(n=0;n<e.attribute.length;++n)c.onnx.AttributeProto.encode(e.attribute[n],t.uint32(42).fork()).ldelim();return null!=e.docString&&e.hasOwnProperty("docString")&&t.uint32(50).string(e.docString),null!=e.domain&&e.hasOwnProperty("domain")&&t.uint32(58).string(e.domain),t},e.encodeDelimited=function(e,t){return this.encode(e,t).ldelim()},e.decode=function(e,t){e instanceof s||(e=s.create(e));for(var n=void 0===t?e.len:e.pos+t,r=new c.onnx.NodeProto;e.pos<n;){var o=e.uint32();switch(o>>>3){case 1:r.input&&r.input.length||(r.input=[]),r.input.push(e.string());break;case 2:r.output&&r.output.length||(r.output=[]),r.output.push(e.string());break;case 3:r.name=e.string();break;case 4:r.opType=e.string();break;case 7:r.domain=e.string();break;case 5:r.attribute&&r.attribute.length||(r.attribute=[]),r.attribute.push(c.onnx.AttributeProto.decode(e,e.uint32()));break;case 6:r.docString=e.string();break;default:e.skipType(7&o)}}return r},e.decodeDelimited=function(e){return e instanceof s||(e=new s(e)),this.decode(e,e.uint32())},e.verify=function(e){if("object"!=typeof e||null===e)return"object expected";if(null!=e.input&&e.hasOwnProperty("input")){if(!Array.isArray(e.input))return"input: array expected";for(var t=0;t<e.input.length;++t)if(!l.isString(e.input[t]))return"input: string[] expected"}if(null!=e.output&&e.hasOwnProperty("output")){if(!Array.isArray(e.output))return"output: array expected";for(t=0;t<e.output.length;++t)if(!l.isString(e.output[t]))return"output: string[] expected"}if(null!=e.name&&e.hasOwnProperty("name")&&!l.isString(e.name))return"name: string expected";if(null!=e.opType&&e.hasOwnProperty("opType")&&!l.isString(e.opType))return"opType: string expected";if(null!=e.domain&&e.hasOwnProperty("domain")&&!l.isString(e.domain))return"domain: string expected";if(null!=e.attribute&&e.hasOwnProperty("attribute")){if(!Array.isArray(e.attribute))return"attribute: array expected";for(t=0;t<e.attribute.length;++t){var n=c.onnx.AttributeProto.verify(e.attribute[t]);if(n)return"attribute."+n}}return null!=e.docString&&e.hasOwnProperty("docString")&&!l.isString(e.docString)?"docString: string expected":null},e.fromObject=function(e){if(e instanceof c.onnx.NodeProto)return e;var t=new c.onnx.NodeProto;if(e.input){if(!Array.isArray(e.input))throw TypeError(".onnx.NodeProto.input: array expected");t.input=[];for(var n=0;n<e.input.length;++n)t.input[n]=String(e.input[n])}if(e.output){if(!Array.isArray(e.output))throw TypeError(".onnx.NodeProto.output: array expected");for(t.output=[],n=0;n<e.output.length;++n)t.output[n]=String(e.output[n])}if(null!=e.name&&(t.name=String(e.name)),null!=e.opType&&(t.opType=String(e.opType)),null!=e.domain&&(t.domain=String(e.domain)),e.attribute){if(!Array.isArray(e.attribute))throw TypeError(".onnx.NodeProto.attribute: array expected");for(t.attribute=[],n=0;n<e.attribute.length;++n){if("object"!=typeof e.attribute[n])throw TypeError(".onnx.NodeProto.attribute: object expected");t.attribute[n]=c.onnx.AttributeProto.fromObject(e.attribute[n])}}return null!=e.docString&&(t.docString=String(e.docString)),t},e.toObject=function(e,t){t||(t={});var n={};if((t.arrays||t.defaults)&&(n.input=[],n.output=[],n.attribute=[]),t.defaults&&(n.name="",n.opType="",n.docString="",n.domain=""),e.input&&e.input.length){n.input=[];for(var r=0;r<e.input.length;++r)n.input[r]=e.input[r]}if(e.output&&e.output.length)for(n.output=[],r=0;r<e.output.length;++r)n.output[r]=e.output[r];if(null!=e.name&&e.hasOwnProperty("name")&&(n.name=e.name),null!=e.opType&&e.hasOwnProperty("opType")&&(n.opType=e.opType),e.attribute&&e.attribute.length)for(n.attribute=[],r=0;r<e.attribute.length;++r)n.attribute[r]=c.onnx.AttributeProto.toObject(e.attribute[r],t);return null!=e.docString&&e.hasOwnProperty("docString")&&(n.docString=e.docString),null!=e.domain&&e.hasOwnProperty("domain")&&(n.domain=e.domain),n},e.prototype.toJSON=function(){return this.constructor.toObject(this,a.util.toJSONOptions)},e}(),i.ModelProto=function(){function e(e){if(this.opsetImport=[],this.metadataProps=[],e)for(var t=Object.keys(e),n=0;n<t.length;++n)null!=e[t[n]]&&(this[t[n]]=e[t[n]])}return e.prototype.irVersion=l.Long?l.Long.fromBits(0,0,!1):0,e.prototype.opsetImport=l.emptyArray,e.prototype.producerName="",e.prototype.producerVersion="",e.prototype.domain="",e.prototype.modelVersion=l.Long?l.Long.fromBits(0,0,!1):0,e.prototype.docString="",e.prototype.graph=null,e.prototype.metadataProps=l.emptyArray,e.create=function(t){return new e(t)},e.encode=function(e,t){if(t||(t=u.create()),null!=e.irVersion&&e.hasOwnProperty("irVersion")&&t.uint32(8).int64(e.irVersion),null!=e.producerName&&e.hasOwnProperty("producerName")&&t.uint32(18).string(e.producerName),null!=e.producerVersion&&e.hasOwnProperty("producerVersion")&&t.uint32(26).string(e.producerVersion),null!=e.domain&&e.hasOwnProperty("domain")&&t.uint32(34).string(e.domain),null!=e.modelVersion&&e.hasOwnProperty("modelVersion")&&t.uint32(40).int64(e.modelVersion),null!=e.docString&&e.hasOwnProperty("docString")&&t.uint32(50).string(e.docString),null!=e.graph&&e.hasOwnProperty("graph")&&c.onnx.GraphProto.encode(e.graph,t.uint32(58).fork()).ldelim(),null!=e.opsetImport&&e.opsetImport.length)for(var n=0;n<e.opsetImport.length;++n)c.onnx.OperatorSetIdProto.encode(e.opsetImport[n],t.uint32(66).fork()).ldelim();if(null!=e.metadataProps&&e.metadataProps.length)for(n=0;n<e.metadataProps.length;++n)c.onnx.StringStringEntryProto.encode(e.metadataProps[n],t.uint32(114).fork()).ldelim();return t},e.encodeDelimited=function(e,t){return this.encode(e,t).ldelim()},e.decode=function(e,t){e instanceof s||(e=s.create(e));for(var n=void 0===t?e.len:e.pos+t,r=new c.onnx.ModelProto;e.pos<n;){var o=e.uint32();switch(o>>>3){case 1:r.irVersion=e.int64();break;case 8:r.opsetImport&&r.opsetImport.length||(r.opsetImport=[]),r.opsetImport.push(c.onnx.OperatorSetIdProto.decode(e,e.uint32()));break;case 2:r.producerName=e.string();break;case 3:r.producerVersion=e.string();break;case 4:r.domain=e.string();break;case 5:r.modelVersion=e.int64();break;case 6:r.docString=e.string();break;case 7:r.graph=c.onnx.GraphProto.decode(e,e.uint32());break;case 14:r.metadataProps&&r.metadataProps.length||(r.metadataProps=[]),r.metadataProps.push(c.onnx.StringStringEntryProto.decode(e,e.uint32()));break;default:e.skipType(7&o)}}return r},e.decodeDelimited=function(e){return e instanceof s||(e=new s(e)),this.decode(e,e.uint32())},e.verify=function(e){if("object"!=typeof e||null===e)return"object expected";if(null!=e.irVersion&&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(null!=e.opsetImport&&e.hasOwnProperty("opsetImport")){if(!Array.isArray(e.opsetImport))return"opsetImport: array expected";for(var t=0;t<e.opsetImport.length;++t)if(n=c.onnx.OperatorSetIdProto.verify(e.opsetImport[t]))return"opsetImport."+n}if(null!=e.producerName&&e.hasOwnProperty("producerName")&&!l.isString(e.producerName))return"producerName: string expected";if(null!=e.producerVersion&&e.hasOwnProperty("producerVersion")&&!l.isString(e.producerVersion))return"producerVersion: string expected";if(null!=e.domain&&e.hasOwnProperty("domain")&&!l.isString(e.domain))return"domain: string expected";if(null!=e.modelVersion&&e.hasOwnProperty("modelVersion")&&!(l.isInteger(e.modelVersion)||e.modelVersion&&l.isInteger(e.modelVersion.low)&&l.isInteger(e.modelVersion.high)))return"modelVersion: integer|Long expected";if(null!=e.docString&&e.hasOwnProperty("docString")&&!l.isString(e.docString))return"docString: string expected";if(null!=e.graph&&e.hasOwnProperty("graph")&&(n=c.onnx.GraphProto.verify(e.graph)))return"graph."+n;if(null!=e.metadataProps&&e.hasOwnProperty("metadataProps")){if(!Array.isArray(e.metadataProps))return"metadataProps: array expected";for(t=0;t<e.metadataProps.length;++t){var n;if(n=c.onnx.StringStringEntryProto.verify(e.metadataProps[t]))return"metadataProps."+n}}return null},e.fromObject=function(e){if(e instanceof c.onnx.ModelProto)return e;var t=new c.onnx.ModelProto;if(null!=e.irVersion&&(l.Long?(t.irVersion=l.Long.fromValue(e.irVersion)).unsigned=!1:"string"==typeof e.irVersion?t.irVersion=parseInt(e.irVersion,10):"number"==typeof e.irVersion?t.irVersion=e.irVersion:"object"==typeof e.irVersion&&(t.irVersion=new l.LongBits(e.irVersion.low>>>0,e.irVersion.high>>>0).toNumber())),e.opsetImport){if(!Array.isArray(e.opsetImport))throw TypeError(".onnx.ModelProto.opsetImport: array expected");t.opsetImport=[];for(var n=0;n<e.opsetImport.length;++n){if("object"!=typeof e.opsetImport[n])throw TypeError(".onnx.ModelProto.opsetImport: object expected");t.opsetImport[n]=c.onnx.OperatorSetIdProto.fromObject(e.opsetImport[n])}}if(null!=e.producerName&&(t.producerName=String(e.producerName)),null!=e.producerVersion&&(t.producerVersion=String(e.producerVersion)),null!=e.domain&&(t.domain=String(e.domain)),null!=e.modelVersion&&(l.Long?(t.modelVersion=l.Long.fromValue(e.modelVersion)).unsigned=!1:"string"==typeof e.modelVersion?t.modelVersion=parseInt(e.modelVersion,10):"number"==typeof e.modelVersion?t.modelVersion=e.modelVersion:"object"==typeof e.modelVersion&&(t.modelVersion=new l.LongBits(e.modelVersion.low>>>0,e.modelVersion.high>>>0).toNumber())),null!=e.docString&&(t.docString=String(e.docString)),null!=e.graph){if("object"!=typeof e.graph)throw TypeError(".onnx.ModelProto.graph: object expected");t.graph=c.onnx.GraphProto.fromObject(e.graph)}if(e.metadataProps){if(!Array.isArray(e.metadataProps))throw TypeError(".onnx.ModelProto.metadataProps: array expected");for(t.metadataProps=[],n=0;n<e.metadataProps.length;++n){if("object"!=typeof e.metadataProps[n])throw TypeError(".onnx.ModelProto.metadataProps: object expected");t.metadataProps[n]=c.onnx.StringStringEntryProto.fromObject(e.metadataProps[n])}}return t},e.toObject=function(e,t){t||(t={});var n={};if((t.arrays||t.defaults)&&(n.opsetImport=[],n.metadataProps=[]),t.defaults){if(l.Long){var r=new l.Long(0,0,!1);n.irVersion=t.longs===String?r.toString():t.longs===Number?r.toNumber():r}else n.irVersion=t.longs===String?"0":0;n.producerName="",n.producerVersion="",n.domain="",l.Long?(r=new l.Long(0,0,!1),n.modelVersion=t.longs===String?r.toString():t.longs===Number?r.toNumber():r):n.modelVersion=t.longs===String?"0":0,n.docString="",n.graph=null}if(null!=e.irVersion&&e.hasOwnProperty("irVersion")&&("number"==typeof e.irVersion?n.irVersion=t.longs===String?String(e.irVersion):e.irVersion:n.irVersion=t.longs===String?l.Long.prototype.toString.call(e.irVersion):t.longs===Number?new l.LongBits(e.irVersion.low>>>0,e.irVersion.high>>>0).toNumber():e.irVersion),null!=e.producerName&&e.hasOwnProperty("producerName")&&(n.producerName=e.producerName),null!=e.producerVersion&&e.hasOwnProperty("producerVersion")&&(n.producerVersion=e.producerVersion),null!=e.domain&&e.hasOwnProperty("domain")&&(n.domain=e.domain),null!=e.modelVersion&&e.hasOwnProperty("modelVersion")&&("number"==typeof e.modelVersion?n.modelVersion=t.longs===String?String(e.modelVersion):e.modelVersion:n.modelVersion=t.longs===String?l.Long.prototype.toString.call(e.modelVersion):t.longs===Number?new l.LongBits(e.modelVersion.low>>>0,e.modelVersion.high>>>0).toNumber():e.modelVersion),null!=e.docString&&e.hasOwnProperty("docString")&&(n.docString=e.docString),null!=e.graph&&e.hasOwnProperty("graph")&&(n.graph=c.onnx.GraphProto.toObject(e.graph,t)),e.opsetImport&&e.opsetImport.length){n.opsetImport=[];for(var o=0;o<e.opsetImport.length;++o)n.opsetImport[o]=c.onnx.OperatorSetIdProto.toObject(e.opsetImport[o],t)}if(e.metadataProps&&e.metadataProps.length)for(n.metadataProps=[],o=0;o<e.metadataProps.length;++o)n.metadataProps[o]=c.onnx.StringStringEntryProto.toObject(e.metadataProps[o],t);return n},e.prototype.toJSON=function(){return this.constructor.toObject(this,a.util.toJSONOptions)},e}(),i.StringStringEntryProto=function(){function e(e){if(e)for(var t=Object.keys(e),n=0;n<t.length;++n)null!=e[t[n]]&&(this[t[n]]=e[t[n]])}return e.prototype.key="",e.prototype.value="",e.create=function(t){return new e(t)},e.encode=function(e,t){return t||(t=u.create()),null!=e.key&&e.hasOwnProperty("key")&&t.uint32(10).string(e.key),null!=e.value&&e.hasOwnProperty("value")&&t.uint32(18).string(e.value),t},e.encodeDelimited=function(e,t){return this.encode(e,t).ldelim()},e.decode=function(e,t){e instanceof s||(e=s.create(e));for(var n=void 0===t?e.len:e.pos+t,r=new c.onnx.StringStringEntryProto;e.pos<n;){var o=e.uint32();switch(o>>>3){case 1:r.key=e.string();break;case 2:r.value=e.string();break;default:e.skipType(7&o)}}return r},e.decodeDelimited=function(e){return e instanceof s||(e=new s(e)),this.decode(e,e.uint32())},e.verify=function(e){return"object"!=typeof e||null===e?"object expected":null!=e.key&&e.hasOwnProperty("key")&&!l.isString(e.key)?"key: string expected":null!=e.value&&e.hasOwnProperty("value")&&!l.isString(e.value)?"value: string expected":null},e.fromObject=function(e){if(e instanceof c.onnx.StringStringEntryProto)return e;var t=new c.onnx.StringStringEntryProto;return null!=e.key&&(t.key=String(e.key)),null!=e.value&&(t.value=String(e.value)),t},e.toObject=function(e,t){t||(t={});var n={};return t.defaults&&(n.key="",n.value=""),null!=e.key&&e.hasOwnProperty("key")&&(n.key=e.key),null!=e.value&&e.hasOwnProperty("value")&&(n.value=e.value),n},e.prototype.toJSON=function(){return this.constructor.toObject(this,a.util.toJSONOptions)},e}(),i.TensorAnnotation=function(){function e(e){if(this.quantParameterTensorNames=[],e)for(var t=Object.keys(e),n=0;n<t.length;++n)null!=e[t[n]]&&(this[t[n]]=e[t[n]])}return e.prototype.tensorName="",e.prototype.quantParameterTensorNames=l.emptyArray,e.create=function(t){return new e(t)},e.encode=function(e,t){if(t||(t=u.create()),null!=e.tensorName&&e.hasOwnProperty("tensorName")&&t.uint32(10).string(e.tensorName),null!=e.quantParameterTensorNames&&e.quantParameterTensorNames.length)for(var n=0;n<e.quantParameterTensorNames.length;++n)c.onnx.StringStringEntryProto.encode(e.quantParameterTensorNames[n],t.uint32(18).fork()).ldelim();return t},e.encodeDelimited=function(e,t){return this.encode(e,t).ldelim()},e.decode=function(e,t){e instanceof s||(e=s.create(e));for(var n=void 0===t?e.len:e.pos+t,r=new c.onnx.TensorAnnotation;e.pos<n;){var o=e.uint32();switch(o>>>3){case 1:r.tensorName=e.string();break;case 2:r.quantParameterTensorNames&&r.quantParameterTensorNames.length||(r.quantParameterTensorNames=[]),r.quantParameterTensorNames.push(c.onnx.StringStringEntryProto.decode(e,e.uint32()));break;default:e.skipType(7&o)}}return r},e.decodeDelimited=function(e){return e instanceof s||(e=new s(e)),this.decode(e,e.uint32())},e.verify=function(e){if("object"!=typeof e||null===e)return"object expected";if(null!=e.tensorName&&e.hasOwnProperty("tensorName")&&!l.isString(e.tensorName))return"tensorName: string expected";if(null!=e.quantParameterTensorNames&&e.hasOwnProperty("quantParameterTensorNames")){if(!Array.isArray(e.quantParameterTensorNames))return"quantParameterTensorNames: array expected";for(var t=0;t<e.quantParameterTensorNames.length;++t){var n=c.onnx.StringStringEntryProto.verify(e.quantParameterTensorNames[t]);if(n)return"quantParameterTensorNames."+n}}return null},e.fromObject=function(e){if(e instanceof c.onnx.TensorAnnotation)return e;var t=new c.onnx.TensorAnnotation;if(null!=e.tensorName&&(t.tensorName=String(e.tensorName)),e.quantParameterTensorNames){if(!Array.isArray(e.quantParameterTensorNames))throw TypeError(".onnx.TensorAnnotation.quantParameterTensorNames: array expected");t.quantParameterTensorNames=[];for(var n=0;n<e.quantParameterTensorNames.length;++n){if("object"!=typeof e.quantParameterTensorNames[n])throw TypeError(".onnx.TensorAnnotation.quantParameterTensorNames: object expected");t.quantParameterTensorNames[n]=c.onnx.StringStringEntryProto.fromObject(e.quantParameterTensorNames[n])}}return t},e.toObject=function(e,t){t||(t={});var n={};if((t.arrays||t.defaults)&&(n.quantParameterTensorNames=[]),t.defaults&&(n.tensorName=""),null!=e.tensorName&&e.hasOwnProperty("tensorName")&&(n.tensorName=e.tensorName),e.quantParameterTensorNames&&e.quantParameterTensorNames.length){n.quantParameterTensorNames=[];for(var r=0;r<e.quantParameterTensorNames.length;++r)n.quantParameterTensorNames[r]=c.onnx.StringStringEntryProto.toObject(e.quantParameterTensorNames[r],t)}return n},e.prototype.toJSON=function(){return this.constructor.toObject(this,a.util.toJSONOptions)},e}(),i.GraphProto=function(){function e(e){if(this.node=[],this.initializer=[],this.input=[],this.output=[],this.valueInfo=[],this.quantizationAnnotation=[],e)for(var t=Object.keys(e),n=0;n<t.length;++n)null!=e[t[n]]&&(this[t[n]]=e[t[n]])}return e.prototype.node=l.emptyArray,e.prototype.name="",e.prototype.initializer=l.emptyArray,e.prototype.docString="",e.prototype.input=l.emptyArray,e.prototype.output=l.emptyArray,e.prototype.valueInfo=l.emptyArray,e.prototype.quantizationAnnotation=l.emptyArray,e.create=function(t){return new e(t)},e.encode=function(e,t){if(t||(t=u.create()),null!=e.node&&e.node.length)for(var n=0;n<e.node.length;++n)c.onnx.NodeProto.encode(e.node[n],t.uint32(10).fork()).ldelim();if(null!=e.name&&e.hasOwnProperty("name")&&t.uint32(18).string(e.name),null!=e.initializer&&e.initializer.length)for(n=0;n<e.initializer.length;++n)c.onnx.TensorProto.encode(e.initializer[n],t.uint32(42).fork()).ldelim();if(null!=e.docString&&e.hasOwnProperty("docString")&&t.uint32(82).string(e.docString),null!=e.input&&e.input.length)for(n=0;n<e.input.length;++n)c.onnx.ValueInfoProto.encode(e.input[n],t.uint32(90).fork()).ldelim();if(null!=e.output&&e.output.length)for(n=0;n<e.output.length;++n)c.onnx.ValueInfoProto.encode(e.output[n],t.uint32(98).fork()).ldelim();if(null!=e.valueInfo&&e.valueInfo.length)for(n=0;n<e.valueInfo.length;++n)c.onnx.ValueInfoProto.encode(e.valueInfo[n],t.uint32(106).fork()).ldelim();if(null!=e.quantizationAnnotation&&e.quantizationAnnotation.length)for(n=0;n<e.quantizationAnnotation.length;++n)c.onnx.TensorAnnotation.encode(e.quantizationAnnotation[n],t.uint32(114).fork()).ldelim();return t},e.encodeDelimited=function(e,t){return this.encode(e,t).ldelim()},e.decode=function(e,t){e instanceof s||(e=s.create(e));for(var n=void 0===t?e.len:e.pos+t,r=new c.onnx.GraphProto;e.pos<n;){var o=e.uint32();switch(o>>>3){case 1:r.node&&r.node.length||(r.node=[]),r.node.push(c.onnx.NodeProto.decode(e,e.uint32()));break;case 2:r.name=e.string();break;case 5:r.initializer&&r.initializer.length||(r.initializer=[]),r.initializer.push(c.onnx.TensorProto.decode(e,e.uint32()));break;case 10:r.docString=e.string();break;case 11:r.input&&r.input.length||(r.input=[]),r.input.push(c.onnx.ValueInfoProto.decode(e,e.uint32()));break;case 12:r.output&&r.output.length||(r.output=[]),r.output.push(c.onnx.ValueInfoProto.decode(e,e.uint32()));break;case 13:r.valueInfo&&r.valueInfo.length||(r.valueInfo=[]),r.valueInfo.push(c.onnx.ValueInfoProto.decode(e,e.uint32()));break;case 14:r.quantizationAnnotation&&r.quantizationAnnotation.length||(r.quantizationAnnotation=[]),r.quantizationAnnotation.push(c.onnx.TensorAnnotation.decode(e,e.uint32()));break;default:e.skipType(7&o)}}return r},e.decodeDelimited=function(e){return e instanceof s||(e=new s(e)),this.decode(e,e.uint32())},e.verify=function(e){if("object"!=typeof e||null===e)return"object expected";if(null!=e.node&&e.hasOwnProperty("node")){if(!Array.isArray(e.node))return"node: array expected";for(var t=0;t<e.node.length;++t)if(n=c.onnx.NodeProto.verify(e.node[t]))return"node."+n}if(null!=e.name&&e.hasOwnProperty("name")&&!l.isString(e.name))return"name: string expected";if(null!=e.initializer&&e.hasOwnProperty("initializer")){if(!Array.isArray(e.initializer))return"initializer: array expected";for(t=0;t<e.initializer.length;++t)if(n=c.onnx.TensorProto.verify(e.initializer[t]))return"initializer."+n}if(null!=e.docString&&e.hasOwnProperty("docString")&&!l.isString(e.docString))return"docString: string expected";if(null!=e.input&&e.hasOwnProperty("input")){if(!Array.isArray(e.input))return"input: array expected";for(t=0;t<e.input.length;++t)if(n=c.onnx.ValueInfoProto.verify(e.input[t]))return"input."+n}if(null!=e.output&&e.hasOwnProperty("output")){if(!Array.isArray(e.output))return"output: array expected";for(t=0;t<e.output.length;++t)if(n=c.onnx.ValueInfoProto.verify(e.output[t]))return"output."+n}if(null!=e.valueInfo&&e.hasOwnProperty("valueInfo")){if(!Array.isArray(e.valueInfo))return"valueInfo: array expected";for(t=0;t<e.valueInfo.length;++t)if(n=c.onnx.ValueInfoProto.verify(e.valueInfo[t]))return"valueInfo."+n}if(null!=e.quantizationAnnotation&&e.hasOwnProperty("quantizationAnnotation")){if(!Array.isArray(e.quantizationAnnotation))return"quantizationAnnotation: array expected";for(t=0;t<e.quantizationAnnotation.length;++t){var n;if(n=c.onnx.TensorAnnotation.verify(e.quantizationAnnotation[t]))return"quantizationAnnotation."+n}}return null},e.fromObject=function(e){if(e instanceof c.onnx.GraphProto)return e;var t=new c.onnx.GraphProto;if(e.node){if(!Array.isArray(e.node))throw TypeError(".onnx.GraphProto.node: array expected");t.node=[];for(var n=0;n<e.node.length;++n){if("object"!=typeof e.node[n])throw TypeError(".onnx.GraphProto.node: object expected");t.node[n]=c.onnx.NodeProto.fromObject(e.node[n])}}if(null!=e.name&&(t.name=String(e.name)),e.initializer){if(!Array.isArray(e.initializer))throw TypeError(".onnx.GraphProto.initializer: array expected");for(t.initializer=[],n=0;n<e.initializer.length;++n){if("object"!=typeof e.initializer[n])throw TypeError(".onnx.GraphProto.initializer: object expected");t.initializer[n]=c.onnx.TensorProto.fromObject(e.initializer[n])}}if(null!=e.docString&&(t.docString=String(e.docString)),e.input){if(!Array.isArray(e.input))throw TypeError(".onnx.GraphProto.input: array expected");for(t.input=[],n=0;n<e.input.length;++n){if("object"!=typeof e.input[n])throw TypeError(".onnx.GraphProto.input: object expected");t.input[n]=c.onnx.ValueInfoProto.fromObject(e.input[n])}}if(e.output){if(!Array.isArray(e.output))throw TypeError(".onnx.GraphProto.output: array expected");for(t.output=[],n=0;n<e.output.length;++n){if("object"!=typeof e.output[n])throw TypeError(".onnx.GraphProto.output: object expected");t.output[n]=c.onnx.ValueInfoProto.fromObject(e.output[n])}}if(e.valueInfo){if(!Array.isArray(e.valueInfo))throw TypeError(".onnx.GraphProto.valueInfo: array expected");for(t.valueInfo=[],n=0;n<e.valueInfo.length;++n){if("object"!=typeof e.valueInfo[n])throw TypeError(".onnx.GraphProto.valueInfo: object expected");t.valueInfo[n]=c.onnx.ValueInfoProto.fromObject(e.valueInfo[n])}}if(e.quantizationAnnotation){if(!Array.isArray(e.quantizationAnnotation))throw TypeError(".onnx.GraphProto.quantizationAnnotation: array expected");for(t.quantizationAnnotation=[],n=0;n<e.quantizationAnnotation.length;++n){if("object"!=typeof e.quantizationAnnotation[n])throw TypeError(".onnx.GraphProto.quantizationAnnotation: object expected");t.quantizationAnnotation[n]=c.onnx.TensorAnnotation.fromObject(e.quantizationAnnotation[n])}}return t},e.toObject=function(e,t){t||(t={});var n={};if((t.arrays||t.defaults)&&(n.node=[],n.initializer=[],n.input=[],n.output=[],n.valueInfo=[],n.quantizationAnnotation=[]),t.defaults&&(n.name="",n.docString=""),e.node&&e.node.length){n.node=[];for(var r=0;r<e.node.length;++r)n.node[r]=c.onnx.NodeProto.toObject(e.node[r],t)}if(null!=e.name&&e.hasOwnProperty("name")&&(n.name=e.name),e.initializer&&e.initializer.length)for(n.initializer=[],r=0;r<e.initializer.length;++r)n.initializer[r]=c.onnx.TensorProto.toObject(e.initializer[r],t);if(null!=e.docString&&e.hasOwnProperty("docString")&&(n.docString=e.docString),e.input&&e.input.length)for(n.input=[],r=0;r<e.input.length;++r)n.input[r]=c.onnx.ValueInfoProto.toObject(e.input[r],t);if(e.output&&e.output.length)for(n.output=[],r=0;r<e.output.length;++r)n.output[r]=c.onnx.ValueInfoProto.toObject(e.output[r],t);if(e.valueInfo&&e.valueInfo.length)for(n.valueInfo=[],r=0;r<e.valueInfo.length;++r)n.valueInfo[r]=c.onnx.ValueInfoProto.toObject(e.valueInfo[r],t);if(e.quantizationAnnotation&&e.quantizationAnnotation.length)for(n.quantizationAnnotation=[],r=0;r<e.quantizationAnnotation.length;++r)n.quantizationAnnotation[r]=c.onnx.TensorAnnotation.toObject(e.quantizationAnnotation[r],t);return n},e.prototype.toJSON=function(){return this.constructor.toObject(this,a.util.toJSONOptions)},e}(),i.TensorProto=function(){function e(e){if(this.dims=[],this.floatData=[],this.int32Data=[],this.stringData=[],this.int64Data=[],this.externalData=[],this.doubleData=[],this.uint64Data=[],e)for(var t=Object.keys(e),n=0;n<t.length;++n)null!=e[t[n]]&&(this[t[n]]=e[t[n]])}return e.prototype.dims=l.emptyArray,e.prototype.dataType=0,e.prototype.segment=null,e.prototype.floatData=l.emptyArray,e.prototype.int32Data=l.emptyArray,e.prototype.stringData=l.emptyArray,e.prototype.int64Data=l.emptyArray,e.prototype.name="",e.prototype.docString="",e.prototype.rawData=l.newBuffer([]),e.prototype.externalData=l.emptyArray,e.prototype.dataLocation=0,e.prototype.doubleData=l.emptyArray,e.prototype.uint64Data=l.emptyArray,e.create=function(t){return new e(t)},e.encode=function(e,t){if(t||(t=u.create()),null!=e.dims&&e.dims.length){t.uint32(10).fork();for(var n=0;n<e.dims.length;++n)t.int64(e.dims[n]);t.ldelim()}if(null!=e.dataType&&e.hasOwnProperty("dataType")&&t.uint32(16).int32(e.dataType),null!=e.segment&&e.hasOwnProperty("segment")&&c.onnx.TensorProto.Segment.encode(e.segment,t.uint32(26).fork()).ldelim(),null!=e.floatData&&e.floatData.length){for(t.uint32(34).fork(),n=0;n<e.floatData.length;++n)t.float(e.floatData[n]);t.ldelim()}if(null!=e.int32Data&&e.int32Data.length){for(t.uint32(42).fork(),n=0;n<e.int32Data.length;++n)t.int32(e.int32Data[n]);t.ldelim()}if(null!=e.stringData&&e.stringData.length)for(n=0;n<e.stringData.length;++n)t.uint32(50).bytes(e.stringData[n]);if(null!=e.int64Data&&e.int64Data.length){for(t.uint32(58).fork(),n=0;n<e.int64Data.length;++n)t.int64(e.int64Data[n]);t.ldelim()}if(null!=e.name&&e.hasOwnProperty("name")&&t.uint32(66).string(e.name),null!=e.rawData&&e.hasOwnProperty("rawData")&&t.uint32(74).bytes(e.rawData),null!=e.doubleData&&e.doubleData.length){for(t.uint32(82).fork(),n=0;n<e.doubleData.length;++n)t.double(e.doubleData[n]);t.ldelim()}if(null!=e.uint64Data&&e.uint64Data.length){for(t.uint32(90).fork(),n=0;n<e.uint64Data.length;++n)t.uint64(e.uint64Data[n]);t.ldelim()}if(null!=e.docString&&e.hasOwnProperty("docString")&&t.uint32(98).string(e.docString),null!=e.externalData&&e.externalData.length)for(n=0;n<e.externalData.length;++n)c.onnx.StringStringEntryProto.encode(e.externalData[n],t.uint32(106).fork()).ldelim();return null!=e.dataLocation&&e.hasOwnProperty("dataLocation")&&t.uint32(112).int32(e.dataLocation),t},e.encodeDelimited=function(e,t){return this.encode(e,t).ldelim()},e.decode=function(e,t){e instanceof s||(e=s.create(e));for(var n=void 0===t?e.len:e.pos+t,r=new c.onnx.TensorProto;e.pos<n;){var o=e.uint32();switch(o>>>3){case 1:if(r.dims&&r.dims.length||(r.dims=[]),2==(7&o))for(var i=e.uint32()+e.pos;e.pos<i;)r.dims.push(e.int64());else r.dims.push(e.int64());break;case 2:r.dataType=e.int32();break;case 3:r.segment=c.onnx.TensorProto.Segment.decode(e,e.uint32());break;case 4:if(r.floatData&&r.floatData.length||(r.floatData=[]),2==(7&o))for(i=e.uint32()+e.pos;e.pos<i;)r.floatData.push(e.float());else r.floatData.push(e.float());break;case 5:if(r.int32Data&&r.int32Data.length||(r.int32Data=[]),2==(7&o))for(i=e.uint32()+e.pos;e.pos<i;)r.int32Data.push(e.int32());else r.int32Data.push(e.int32());break;case 6:r.stringData&&r.stringData.length||(r.stringData=[]),r.stringData.push(e.bytes());break;case 7:if(r.int64Data&&r.int64Data.length||(r.int64Data=[]),2==(7&o))for(i=e.uint32()+e.pos;e.pos<i;)r.int64Data.push(e.int64());else r.int64Data.push(e.int64());break;case 8:r.name=e.string();break;case 12:r.docString=e.string();break;case 9:r.rawData=e.bytes();break;case 13:r.externalData&&r.externalData.length||(r.externalData=[]),r.externalData.push(c.onnx.StringStringEntryProto.decode(e,e.uint32()));break;case 14:r.dataLocation=e.int32();break;case 10:if(r.doubleData&&r.doubleData.length||(r.doubleData=[]),2==(7&o))for(i=e.uint32()+e.pos;e.pos<i;)r.doubleData.push(e.double());else r.doubleData.push(e.double());break;case 11:if(r.uint64Data&&r.uint64Data.length||(r.uint64Data=[]),2==(7&o))for(i=e.uint32()+e.pos;e.pos<i;)r.uint64Data.push(e.uint64());else r.uint64Data.push(e.uint64());break;default:e.skipType(7&o)}}return r},e.decodeDelimited=function(e){return e instanceof s||(e=new s(e)),this.decode(e,e.uint32())},e.verify=function(e){if("object"!=typeof e||null===e)return"object expected";if(null!=e.dims&&e.hasOwnProperty("dims")){if(!Array.isArray(e.dims))return"dims: array expected";for(var t=0;t<e.dims.length;++t)if(!(l.isInteger(e.dims[t])||e.dims[t]&&l.isInteger(e.dims[t].low)&&l.isInteger(e.dims[t].high)))return"dims: integer|Long[] expected"}if(null!=e.dataType&&e.hasOwnProperty("dataType")&&!l.isInteger(e.dataType))return"dataType: integer expected";if(null!=e.segment&&e.hasOwnProperty("segment")&&(n=c.onnx.TensorProto.Segment.verify(e.segment)))return"segment."+n;if(null!=e.floatData&&e.hasOwnProperty("floatData")){if(!Array.isArray(e.floatData))return"floatData: array expected";for(t=0;t<e.floatData.length;++t)if("number"!=typeof e.floatData[t])return"floatData: number[] expected"}if(null!=e.int32Data&&e.hasOwnProperty("int32Data")){if(!Array.isArray(e.int32Data))return"int32Data: array expected";for(t=0;t<e.int32Data.length;++t)if(!l.isInteger(e.int32Data[t]))return"int32Data: integer[] expected"}if(null!=e.stringData&&e.hasOwnProperty("stringData")){if(!Array.isArray(e.stringData))return"stringData: array expected";for(t=0;t<e.stringData.length;++t)if(!(e.stringData[t]&&"number"==typeof e.stringData[t].length||l.isString(e.stringData[t])))return"stringData: buffer[] expected"}if(null!=e.int64Data&&e.hasOwnProperty("int64Data")){if(!Array.isArray(e.int64Data))return"int64Data: array expected";for(t=0;t<e.int64Data.length;++t)if(!(l.isInteger(e.int64Data[t])||e.int64Data[t]&&l.isInteger(e.int64Data[t].low)&&l.isInteger(e.int64Data[t].high)))return"int64Data: integer|Long[] expected"}if(null!=e.name&&e.hasOwnProperty("name")&&!l.isString(e.name))return"name: string expected";if(null!=e.docString&&e.hasOwnProperty("docString")&&!l.isString(e.docString))return"docString: string expected";if(null!=e.rawData&&e.hasOwnProperty("rawData")&&!(e.rawData&&"number"==typeof e.rawData.length||l.isString(e.rawData)))return"rawData: buffer expected";if(null!=e.externalData&&e.hasOwnProperty("externalData")){if(!Array.isArray(e.externalData))return"externalData: array expected";for(t=0;t<e.externalData.length;++t){var n;if(n=c.onnx.StringStringEntryProto.verify(e.externalData[t]))return"externalData."+n}}if(null!=e.dataLocation&&e.hasOwnProperty("dataLocation"))switch(e.dataLocation){default:return"dataLocation: enum value expected";case 0:case 1:}if(null!=e.doubleData&&e.hasOwnProperty("doubleData")){if(!Array.isArray(e.doubleData))return"doubleData: array expected";for(t=0;t<e.doubleData.length;++t)if("number"!=typeof e.doubleData[t])return"doubleData: number[] expected"}if(null!=e.uint64Data&&e.hasOwnProperty("uint64Data")){if(!Array.isArray(e.uint64Data))return"uint64Data: array expected";for(t=0;t<e.uint64Data.length;++t)if(!(l.isInteger(e.uint64Data[t])||e.uint64Data[t]&&l.isInteger(e.uint64Data[t].low)&&l.isInteger(e.uint64Data[t].high)))return"uint64Data: integer|Long[] expected"}return null},e.fromObject=function(e){if(e instanceof c.onnx.TensorProto)return e;var t=new c.onnx.TensorProto;if(e.dims){if(!Array.isArray(e.dims))throw TypeError(".onnx.TensorProto.dims: array expected");t.dims=[];for(var n=0;n<e.dims.length;++n)l.Long?(t.dims[n]=l.Long.fromValue(e.dims[n])).unsigned=!1:"string"==typeof e.dims[n]?t.dims[n]=parseInt(e.dims[n],10):"number"==typeof e.dims[n]?t.dims[n]=e.dims[n]:"object"==typeof e.dims[n]&&(t.dims[n]=new l.LongBits(e.dims[n].low>>>0,e.dims[n].high>>>0).toNumber())}if(null!=e.dataType&&(t.dataType=0|e.dataType),null!=e.segment){if("object"!=typeof e.segment)throw TypeError(".onnx.TensorProto.segment: object expected");t.segment=c.onnx.TensorProto.Segment.fromObject(e.segment)}if(e.floatData){if(!Array.isArray(e.floatData))throw TypeError(".onnx.TensorProto.floatData: array expected");for(t.floatData=[],n=0;n<e.floatData.length;++n)t.floatData[n]=Number(e.floatData[n])}if(e.int32Data){if(!Array.isArray(e.int32Data))throw TypeError(".onnx.TensorProto.int32Data: array expected");for(t.int32Data=[],n=0;n<e.int32Data.length;++n)t.int32Data[n]=0|e.int32Data[n]}if(e.stringData){if(!Array.isArray(e.stringData))throw TypeError(".onnx.TensorProto.stringData: array expected");for(t.stringData=[],n=0;n<e.stringData.length;++n)"string"==typeof e.stringData[n]?l.base64.decode(e.stringData[n],t.stringData[n]=l.newBuffer(l.base64.length(e.stringData[n])),0):e.stringData[n].length&&(t.stringData[n]=e.stringData[n])}if(e.int64Data){if(!Array.isArray(e.int64Data))throw TypeError(".onnx.TensorProto.int64Data: array expected");for(t.int64Data=[],n=0;n<e.int64Data.length;++n)l.Long?(t.int64Data[n]=l.Long.fromValue(e.int64Data[n])).unsigned=!1:"string"==typeof e.int64Data[n]?t.int64Data[n]=parseInt(e.int64Data[n],10):"number"==typeof e.int64Data[n]?t.int64Data[n]=e.int64Data[n]:"object"==typeof e.int64Data[n]&&(t.int64Data[n]=new l.LongBits(e.int64Data[n].low>>>0,e.int64Data[n].high>>>0).toNumber())}if(null!=e.name&&(t.name=String(e.name)),null!=e.docString&&(t.docString=String(e.docString)),null!=e.rawData&&("string"==typeof e.rawData?l.base64.decode(e.rawData,t.rawData=l.newBuffer(l.base64.length(e.rawData)),0):e.rawData.length&&(t.rawData=e.rawData)),e.externalData){if(!Array.isArray(e.externalData))throw TypeError(".onnx.TensorProto.externalData: array expected");for(t.externalData=[],n=0;n<e.externalData.length;++n){if("object"!=typeof e.externalData[n])throw TypeError(".onnx.TensorProto.externalData: object expected");t.externalData[n]=c.onnx.StringStringEntryProto.fromObject(e.externalData[n])}}switch(e.dataLocation){case"DEFAULT":case 0:t.dataLocation=0;break;case"EXTERNAL":case 1:t.dataLocation=1}if(e.doubleData){if(!Array.isArray(e.doubleData))throw TypeError(".onnx.TensorProto.doubleData: array expected");for(t.doubleData=[],n=0;n<e.doubleData.length;++n)t.doubleData[n]=Number(e.doubleData[n])}if(e.uint64Data){if(!Array.isArray(e.uint64Data))throw TypeError(".onnx.TensorProto.uint64Data: array expected");for(t.uint64Data=[],n=0;n<e.uint64Data.length;++n)l.Long?(t.uint64Data[n]=l.Long.fromValue(e.uint64Data[n])).unsigned=!0:"string"==typeof e.uint64Data[n]?t.uint64Data[n]=parseInt(e.uint64Data[n],10):"number"==typeof e.uint64Data[n]?t.uint64Data[n]=e.uint64Data[n]:"object"==typeof e.uint64Data[n]&&(t.uint64Data[n]=new l.LongBits(e.uint64Data[n].low>>>0,e.uint64Data[n].high>>>0).toNumber(!0))}return t},e.toObject=function(e,t){t||(t={});var n={};if((t.arrays||t.defaults)&&(n.dims=[],n.floatData=[],n.int32Data=[],n.stringData=[],n.int64Data=[],n.doubleData=[],n.uint64Data=[],n.externalData=[]),t.defaults&&(n.dataType=0,n.segment=null,n.name="",t.bytes===String?n.rawData="":(n.rawData=[],t.bytes!==Array&&(n.rawData=l.newBuffer(n.rawData))),n.docString="",n.dataLocation=t.enums===String?"DEFAULT":0),e.dims&&e.dims.length){n.dims=[];for(var r=0;r<e.dims.length;++r)"number"==typeof e.dims[r]?n.dims[r]=t.longs===String?String(e.dims[r]):e.dims[r]:n.dims[r]=t.longs===String?l.Long.prototype.toString.call(e.dims[r]):t.longs===Number?new l.LongBits(e.dims[r].low>>>0,e.dims[r].high>>>0).toNumber():e.dims[r]}if(null!=e.dataType&&e.hasOwnProperty("dataType")&&(n.dataType=e.dataType),null!=e.segment&&e.hasOwnProperty("segment")&&(n.segment=c.onnx.TensorProto.Segment.toObject(e.segment,t)),e.floatData&&e.floatData.length)for(n.floatData=[],r=0;r<e.floatData.length;++r)n.floatData[r]=t.json&&!isFinite(e.floatData[r])?String(e.floatData[r]):e.floatData[r];if(e.int32Data&&e.int32Data.length)for(n.int32Data=[],r=0;r<e.int32Data.length;++r)n.int32Data[r]=e.int32Data[r];if(e.stringData&&e.stringData.length)for(n.stringData=[],r=0;r<e.stringData.length;++r)n.stringData[r]=t.bytes===String?l.base64.encode(e.stringData[r],0,e.stringData[r].length):t.bytes===Array?Array.prototype.slice.call(e.stringData[r]):e.stringData[r];if(e.int64Data&&e.int64Data.length)for(n.int64Data=[],r=0;r<e.int64Data.length;++r)"number"==typeof e.int64Data[r]?n.int64Data[r]=t.longs===String?String(e.int64Data[r]):e.int64Data[r]:n.int64Data[r]=t.longs===String?l.Long.prototype.toString.call(e.int64Data[r]):t.longs===Number?new l.LongBits(e.int64Data[r].low>>>0,e.int64Data[r].high>>>0).toNumber():e.int64Data[r];if(null!=e.name&&e.hasOwnProperty("name")&&(n.name=e.name),null!=e.rawData&&e.hasOwnProperty("rawData")&&(n.rawData=t.bytes===String?l.base64.encode(e.rawData,0,e.rawData.length):t.bytes===Array?Array.prototype.slice.call(e.rawData):e.rawData),e.doubleData&&e.doubleData.length)for(n.doubleData=[],r=0;r<e.doubleData.length;++r)n.doubleData[r]=t.json&&!isFinite(e.doubleData[r])?String(e.doubleData[r]):e.doubleData[r];if(e.uint64Data&&e.uint64Data.length)for(n.uint64Data=[],r=0;r<e.uint64Data.length;++r)"number"==typeof e.uint64Data[r]?n.uint64Data[r]=t.longs===String?String(e.uint64Data[r]):e.uint64Data[r]:n.uint64Data[r]=t.longs===String?l.Long.prototype.toString.call(e.uint64Data[r]):t.longs===Number?new l.LongBits(e.uint64Data[r].low>>>0,e.uint64Data[r].high>>>0).toNumber(!0):e.uint64Data[r];if(null!=e.docString&&e.hasOwnProperty("docString")&&(n.docString=e.docString),e.externalData&&e.externalData.length)for(n.externalData=[],r=0;r<e.externalData.length;++r)n.externalData[r]=c.onnx.StringStringEntryProto.toObject(e.externalData[r],t);return null!=e.dataLocation&&e.hasOwnProperty("dataLocation")&&(n.dataLocation=t.enums===String?c.onnx.TensorProto.DataLocation[e.dataLocation]:e.dataLocation),n},e.prototype.toJSON=function(){return this.constructor.toObject(this,a.util.toJSONOptions)},e.DataType=function(){var e={},t=Object.create(e);return t[e[0]="UNDEFINED"]=0,t[e[1]="FLOAT"]=1,t[e[2]="UINT8"]=2,t[e[3]="INT8"]=3,t[e[4]="UINT16"]=4,t[e[5]="INT16"]=5,t[e[6]="INT32"]=6,t[e[7]="INT64"]=7,t[e[8]="STRING"]=8,t[e[9]="BOOL"]=9,t[e[10]="FLOAT16"]=10,t[e[11]="DOUBLE"]=11,t[e[12]="UINT32"]=12,t[e[13]="UINT64"]=13,t[e[14]="COMPLEX64"]=14,t[e[15]="COMPLEX128"]=15,t[e[16]="BFLOAT16"]=16,t}(),e.Segment=function(){function e(e){if(e)for(var t=Object.keys(e),n=0;n<t.length;++n)null!=e[t[n]]&&(this[t[n]]=e[t[n]])}return e.prototype.begin=l.Long?l.Long.fromBits(0,0,!1):0,e.prototype.end=l.Long?l.Long.fromBits(0,0,!1):0,e.create=function(t){return new e(t)},e.encode=function(e,t){return t||(t=u.create()),null!=e.begin&&e.hasOwnProperty("begin")&&t.uint32(8).int64(e.begin),null!=e.end&&e.hasOwnProperty("end")&&t.uint32(16).int64(e.end),t},e.encodeDelimited=function(e,t){return this.encode(e,t).ldelim()},e.decode=function(e,t){e instanceof s||(e=s.create(e));for(var n=void 0===t?e.len:e.pos+t,r=new c.onnx.TensorProto.Segment;e.pos<n;){var o=e.uint32();switch(o>>>3){case 1:r.begin=e.int64();break;case 2:r.end=e.int64();break;default:e.skipType(7&o)}}return r},e.decodeDelimited=function(e){return e instanceof s||(e=new s(e)),this.decode(e,e.uint32())},e.verify=function(e){return"object"!=typeof e||null===e?"object expected":null!=e.begin&&e.hasOwnProperty("begin")&&!(l.isInteger(e.begin)||e.begin&&l.isInteger(e.begin.low)&&l.isInteger(e.begin.high))?"begin: integer|Long expected":null!=e.end&&e.hasOwnProperty("end")&&!(l.isInteger(e.end)||e.end&&l.isInteger(e.end.low)&&l.isInteger(e.end.high))?"end: integer|Long expected":null},e.fromObject=function(e){if(e instanceof c.onnx.TensorProto.Segment)return e;var t=new c.onnx.TensorProto.Segment;return null!=e.begin&&(l.Long?(t.begin=l.Long.fromValue(e.begin)).unsigned=!1:"string"==typeof e.begin?t.begin=parseInt(e.begin,10):"number"==typeof e.begin?t.begin=e.begin:"object"==typeof e.begin&&(t.begin=new l.LongBits(e.begin.low>>>0,e.begin.high>>>0).toNumber())),null!=e.end&&(l.Long?(t.end=l.Long.fromValue(e.end)).unsigned=!1:"string"==typeof e.end?t.end=parseInt(e.end,10):"number"==typeof e.end?t.end=e.end:"object"==typeof e.end&&(t.end=new l.LongBits(e.end.low>>>0,e.end.high>>>0).toNumber())),t},e.toObject=function(e,t){t||(t={});var n={};if(t.defaults){if(l.Long){var r=new l.Long(0,0,!1);n.begin=t.longs===String?r.toString():t.longs===Number?r.toNumber():r}else n.begin=t.longs===String?"0":0;l.Long?(r=new l.Long(0,0,!1),n.end=t.longs===String?r.toString():t.longs===Number?r.toNumber():r):n.end=t.longs===String?"0":0}return null!=e.begin&&e.hasOwnProperty("begin")&&("number"==typeof e.begin?n.begin=t.longs===String?String(e.begin):e.begin:n.begin=t.longs===String?l.Long.prototype.toString.call(e.begin):t.longs===Number?new l.LongBits(e.begin.low>>>0,e.begin.high>>>0).toNumber():e.begin),null!=e.end&&e.hasOwnProperty("end")&&("number"==typeof e.end?n.end=t.longs===String?String(e.end):e.end:n.end=t.longs===String?l.Long.prototype.toString.call(e.end):t.longs===Number?new l.LongBits(e.end.low>>>0,e.end.high>>>0).toNumber():e.end),n},e.prototype.toJSON=function(){return this.constructor.toObject(this,a.util.toJSONOptions)},e}(),e.DataLocation=function(){var e={},t=Object.create(e);return t[e[0]="DEFAULT"]=0,t[e[1]="EXTERNAL"]=1,t}(),e}(),i.TensorShapeProto=function(){function e(e){if(this.dim=[],e)for(var t=Object.keys(e),n=0;n<t.length;++n)null!=e[t[n]]&&(this[t[n]]=e[t[n]])}return e.prototype.dim=l.emptyArray,e.create=function(t){return new e(t)},e.encode=function(e,t){if(t||(t=u.create()),null!=e.dim&&e.dim.length)for(var n=0;n<e.dim.length;++n)c.onnx.TensorShapeProto.Dimension.encode(e.dim[n],t.uint32(10).fork()).ldelim();return t},e.encodeDelimited=function(e,t){return this.encode(e,t).ldelim()},e.decode=function(e,t){e instanceof s||(e=s.create(e));for(var n=void 0===t?e.len:e.pos+t,r=new c.onnx.TensorShapeProto;e.pos<n;){var o=e.uint32();o>>>3==1?(r.dim&&r.dim.length||(r.dim=[]),r.dim.push(c.onnx.TensorShapeProto.Dimension.decode(e,e.uint32()))):e.skipType(7&o)}return r},e.decodeDelimited=function(e){return e instanceof s||(e=new s(e)),this.decode(e,e.uint32())},e.verify=function(e){if("object"!=typeof e||null===e)return"object expected";if(null!=e.dim&&e.hasOwnProperty("dim")){if(!Array.isArray(e.dim))return"dim: array expected";for(var t=0;t<e.dim.length;++t){var n=c.onnx.TensorShapeProto.Dimension.verify(e.dim[t]);if(n)return"dim."+n}}return null},e.fromObject=function(e){if(e instanceof c.onnx.TensorShapeProto)return e;var t=new c.onnx.TensorShapeProto;if(e.dim){if(!Array.isArray(e.dim))throw TypeError(".onnx.TensorShapeProto.dim: array expected");t.dim=[];for(var n=0;n<e.dim.length;++n){if("object"!=typeof e.dim[n])throw TypeError(".onnx.TensorShapeProto.dim: object expected");t.dim[n]=c.onnx.TensorShapeProto.Dimension.fromObject(e.dim[n])}}return t},e.toObject=function(e,t){t||(t={});var n={};if((t.arrays||t.defaults)&&(n.dim=[]),e.dim&&e.dim.length){n.dim=[];for(var r=0;r<e.dim.length;++r)n.dim[r]=c.onnx.TensorShapeProto.Dimension.toObject(e.dim[r],t)}return n},e.prototype.toJSON=function(){return this.constructor.toObject(this,a.util.toJSONOptions)},e.Dimension=function(){function e(e){if(e)for(var t=Object.keys(e),n=0;n<t.length;++n)null!=e[t[n]]&&(this[t[n]]=e[t[n]])}var t;return e.prototype.dimValue=l.Long?l.Long.fromBits(0,0,!1):0,e.prototype.dimParam="",e.prototype.denotation="",Object.defineProperty(e.prototype,"value",{get:l.oneOfGetter(t=["dimValue","dimParam"]),set:l.oneOfSetter(t)}),e.create=function(t){return new e(t)},e.encode=function(e,t){return t||(t=u.create()),null!=e.dimValue&&e.hasOwnProperty("dimValue")&&t.uint32(8).int64(e.dimValue),null!=e.dimParam&&e.hasOwnProperty("dimParam")&&t.uint32(18).string(e.dimParam),null!=e.denotation&&e.hasOwnProperty("denotation")&&t.uint32(26).string(e.denotation),t},e.encodeDelimited=function(e,t){return this.encode(e,t).ldelim()},e.decode=function(e,t){e instanceof s||(e=s.create(e));for(var n=void 0===t?e.len:e.pos+t,r=new c.onnx.TensorShapeProto.Dimension;e.pos<n;){var o=e.uint32();switch(o>>>3){case 1:r.dimValue=e.int64();break;case 2:r.dimParam=e.string();break;case 3:r.denotation=e.string();break;default:e.skipType(7&o)}}return r},e.decodeDelimited=function(e){return e instanceof s||(e=new s(e)),this.decode(e,e.uint32())},e.verify=function(e){if("object"!=typeof e||null===e)return"object expected";var t={};if(null!=e.dimValue&&e.hasOwnProperty("dimValue")&&(t.value=1,!(l.isInteger(e.dimValue)||e.dimValue&&l.isInteger(e.dimValue.low)&&l.isInteger(e.dimValue.high))))return"dimValue: integer|Long expected";if(null!=e.dimParam&&e.hasOwnProperty("dimParam")){if(1===t.value)return"value: multiple values";if(t.value=1,!l.isString(e.dimParam))return"dimParam: string expected"}return null!=e.denotation&&e.hasOwnProperty("denotation")&&!l.isString(e.denotation)?"denotation: string expected":null},e.fromObject=function(e){if(e instanceof c.onnx.TensorShapeProto.Dimension)return e;var t=new c.onnx.TensorShapeProto.Dimension;return null!=e.dimValue&&(l.Long?(t.dimValue=l.Long.fromValue(e.dimValue)).unsigned=!1:"string"==typeof e.dimValue?t.dimValue=parseInt(e.dimValue,10):"number"==typeof e.dimValue?t.dimValue=e.dimValue:"object"==typeof e.dimValue&&(t.dimValue=new l.LongBits(e.dimValue.low>>>0,e.dimValue.high>>>0).toNumber())),null!=e.dimParam&&(t.dimParam=String(e.dimParam)),null!=e.denotation&&(t.denotation=String(e.denotation)),t},e.toObject=function(e,t){t||(t={});var n={};return t.defaults&&(n.denotation=""),null!=e.dimValue&&e.hasOwnProperty("dimValue")&&("number"==typeof e.dimValue?n.dimValue=t.longs===String?String(e.dimValue):e.dimValue:n.dimValue=t.longs===String?l.Long.prototype.toString.call(e.dimValue):t.longs===Number?new l.LongBits(e.dimValue.low>>>0,e.dimValue.high>>>0).toNumber():e.dimValue,t.oneofs&&(n.value="dimValue")),null!=e.dimParam&&e.hasOwnProperty("dimParam")&&(n.dimParam=e.dimParam,t.oneofs&&(n.value="dimParam")),null!=e.denotation&&e.hasOwnProperty("denotation")&&(n.denotation=e.denotation),n},e.prototype.toJSON=function(){return this.constructor.toObject(this,a.util.toJSONOptions)},e}(),e}(),i.TypeProto=function(){function e(e){if(e)for(var t=Object.keys(e),n=0;n<t.length;++n)null!=e[t[n]]&&(this[t[n]]=e[t[n]])}var t;return e.prototype.tensorType=null,e.prototype.denotation="",Object.defineProperty(e.prototype,"value",{get:l.oneOfGetter(t=["tensorType"]),set:l.oneOfSetter(t)}),e.create=function(t){return new e(t)},e.encode=function(e,t){return t||(t=u.create()),null!=e.tensorType&&e.hasOwnProperty("tensorType")&&c.onnx.TypeProto.Tensor.encode(e.tensorType,t.uint32(10).fork()).ldelim(),null!=e.denotation&&e.hasOwnProperty("denotation")&&t.uint32(50).string(e.denotation),t},e.encodeDelimited=function(e,t){return this.encode(e,t).ldelim()},e.decode=function(e,t){e instanceof s||(e=s.create(e));for(var n=void 0===t?e.len:e.pos+t,r=new c.onnx.TypeProto;e.pos<n;){var o=e.uint32();switch(o>>>3){case 1:r.tensorType=c.onnx.TypeProto.Tensor.decode(e,e.uint32());break;case 6:r.denotation=e.string();break;default:e.skipType(7&o)}}return r},e.decodeDelimited=function(e){return e instanceof s||(e=new s(e)),this.decode(e,e.uint32())},e.verify=function(e){if("object"!=typeof e||null===e)return"object expected";if(null!=e.tensorType&&e.hasOwnProperty("tensorType")){var t=c.onnx.TypeProto.Tensor.verify(e.tensorType);if(t)return"tensorType."+t}return null!=e.denotation&&e.hasOwnProperty("denotation")&&!l.isString(e.denotation)?"denotation: string expected":null},e.fromObject=function(e){if(e instanceof c.onnx.TypeProto)return e;var t=new c.onnx.TypeProto;if(null!=e.tensorType){if("object"!=typeof e.tensorType)throw TypeError(".onnx.TypeProto.tensorType: object expected");t.tensorType=c.onnx.TypeProto.Tensor.fromObject(e.tensorType)}return null!=e.denotation&&(t.denotation=String(e.denotation)),t},e.toObject=function(e,t){t||(t={});var n={};return t.defaults&&(n.denotation=""),null!=e.tensorType&&e.hasOwnProperty("tensorType")&&(n.tensorType=c.onnx.TypeProto.Tensor.toObject(e.tensorType,t),t.oneofs&&(n.value="tensorType")),null!=e.denotation&&e.hasOwnProperty("denotation")&&(n.denotation=e.denotation),n},e.prototype.toJSON=function(){return this.constructor.toObject(this,a.util.toJSONOptions)},e.Tensor=function(){function e(e){if(e)for(var t=Object.keys(e),n=0;n<t.length;++n)null!=e[t[n]]&&(this[t[n]]=e[t[n]])}return e.prototype.elemType=0,e.prototype.shape=null,e.create=function(t){return new e(t)},e.encode=function(e,t){return t||(t=u.create()),null!=e.elemType&&e.hasOwnProperty("elemType")&&t.uint32(8).int32(e.elemType),null!=e.shape&&e.hasOwnProperty("shape")&&c.onnx.TensorShapeProto.encode(e.shape,t.uint32(18).fork()).ldelim(),t},e.encodeDelimited=function(e,t){return this.encode(e,t).ldelim()},e.decode=function(e,t){e instanceof s||(e=s.create(e));for(var n=void 0===t?e.len:e.pos+t,r=new c.onnx.TypeProto.Tensor;e.pos<n;){var o=e.uint32();switch(o>>>3){case 1:r.elemType=e.int32();break;case 2:r.shape=c.onnx.TensorShapeProto.decode(e,e.uint32());break;default:e.skipType(7&o)}}return r},e.decodeDelimited=function(e){return e instanceof s||(e=new s(e)),this.decode(e,e.uint32())},e.verify=function(e){if("object"!=typeof e||null===e)return"object expected";if(null!=e.elemType&&e.hasOwnProperty("elemType")&&!l.isInteger(e.elemType))return"elemType: integer expected";if(null!=e.shape&&e.hasOwnProperty("shape")){var t=c.onnx.TensorShapeProto.verify(e.shape);if(t)return"shape."+t}return null},e.fromObject=function(e){if(e instanceof c.onnx.TypeProto.Tensor)return e;var t=new c.onnx.TypeProto.Tensor;if(null!=e.elemType&&(t.elemType=0|e.elemType),null!=e.shape){if("object"!=typeof e.shape)throw TypeError(".onnx.TypeProto.Tensor.shape: object expected");t.shape=c.onnx.TensorShapeProto.fromObject(e.shape)}return t},e.toObject=function(e,t){t||(t={});var n={};return t.defaults&&(n.elemType=0,n.shape=null),null!=e.elemType&&e.hasOwnProperty("elemType")&&(n.elemType=e.elemType),null!=e.shape&&e.hasOwnProperty("shape")&&(n.shape=c.onnx.TensorShapeProto.toObject(e.shape,t)),n},e.prototype.toJSON=function(){return this.constructor.toObject(this,a.util.toJSONOptions)},e}(),e}(),i.OperatorSetIdProto=function(){function e(e){if(e)for(var t=Object.keys(e),n=0;n<t.length;++n)null!=e[t[n]]&&(this[t[n]]=e[t[n]])}return e.prototype.domain="",e.prototype.version=l.Long?l.Long.fromBits(0,0,!1):0,e.create=function(t){return new e(t)},e.encode=function(e,t){return t||(t=u.create()),null!=e.domain&&e.hasOwnProperty("domain")&&t.uint32(10).string(e.domain),null!=e.version&&e.hasOwnProperty("version")&&t.uint32(16).int64(e.version),t},e.encodeDelimited=function(e,t){return this.encode(e,t).ldelim()},e.decode=function(e,t){e instanceof s||(e=s.create(e));for(var n=void 0===t?e.len:e.pos+t,r=new c.onnx.OperatorSetIdProto;e.pos<n;){var o=e.uint32();switch(o>>>3){case 1:r.domain=e.string();break;case 2:r.version=e.int64();break;default:e.skipType(7&o)}}return r},e.decodeDelimited=function(e){return e instanceof s||(e=new s(e)),this.decode(e,e.uint32())},e.verify=function(e){return"object"!=typeof e||null===e?"object expected":null!=e.domain&&e.hasOwnProperty("domain")&&!l.isString(e.domain)?"domain: string expected":null!=e.version&&e.hasOwnProperty("version")&&!(l.isInteger(e.version)||e.version&&l.isInteger(e.version.low)&&l.isInteger(e.version.high))?"version: integer|Long expected":null},e.fromObject=function(e){if(e instanceof c.onnx.OperatorSetIdProto)return e;var t=new c.onnx.OperatorSetIdProto;return null!=e.domain&&(t.domain=String(e.domain)),null!=e.version&&(l.Long?(t.version=l.Long.fromValue(e.version)).unsigned=!1:"string"==typeof e.version?t.version=parseInt(e.version,10):"number"==typeof e.version?t.version=e.version:"object"==typeof e.version&&(t.version=new l.LongBits(e.version.low>>>0,e.version.high>>>0).toNumber())),t},e.toObject=function(e,t){t||(t={});var n={};if(t.defaults)if(n.domain="",l.Long){var r=new l.Long(0,0,!1);n.version=t.longs===String?r.toString():t.longs===Number?r.toNumber():r}else n.version=t.longs===String?"0":0;return null!=e.domain&&e.hasOwnProperty("domain")&&(n.domain=e.domain),null!=e.version&&e.hasOwnProperty("version")&&("number"==typeof e.version?n.version=t.longs===String?String(e.version):e.version:n.version=t.longs===String?l.Long.prototype.toString.call(e.version):t.longs===Number?new l.LongBits(e.version.low>>>0,e.version.high>>>0).toNumber():e.version),n},e.prototype.toJSON=function(){return this.constructor.toObject(this,a.util.toJSONOptions)},e}(),i),e.exports=c},2100:(e,t,n)=>{"use strict";e.exports=n(9482)},9482:(e,t,n)=>{"use strict";var r=t;function o(){r.util._configure(),r.Writer._configure(r.BufferWriter),r.Reader._configure(r.BufferReader)}r.build="minimal",r.Writer=n(1173),r.BufferWriter=n(3155),r.Reader=n(1408),r.BufferReader=n(593),r.util=n(9693),r.rpc=n(5994),r.roots=n(5054),r.configure=o,o()},1408:(e,t,n)=>{"use strict";e.exports=u;var r,o=n(9693),i=o.LongBits,a=o.utf8;function s(e,t){return RangeError("index out of range: "+e.pos+" + "+(t||1)+" > "+e.len)}function u(e){this.buf=e,this.pos=0,this.len=e.length}var l,c="undefined"!=typeof Uint8Array?function(e){if(e instanceof Uint8Array||Array.isArray(e))return new u(e);throw Error("illegal buffer")}:function(e){if(Array.isArray(e))return new u(e);throw Error("illegal buffer")},p=function(){return o.Buffer?function(e){return(u.create=function(e){return o.Buffer.isBuffer(e)?new r(e):c(e)})(e)}:c};function d(){var e=new i(0,0),t=0;if(!(this.len-this.pos>4)){for(;t<3;++t){if(this.pos>=this.len)throw s(this);if(e.lo=(e.lo|(127&this.buf[this.pos])<<7*t)>>>0,this.buf[this.pos++]<128)return e}return e.lo=(e.lo|(127&this.buf[this.pos++])<<7*t)>>>0,e}for(;t<4;++t)if(e.lo=(e.lo|(127&this.buf[this.pos])<<7*t)>>>0,this.buf[this.pos++]<128)return e;if(e.lo=(e.lo|(127&this.buf[this.pos])<<28)>>>0,e.hi=(e.hi|(127&this.buf[this.pos])>>4)>>>0,this.buf[this.pos++]<128)return e;if(t=0,this.len-this.pos>4){for(;t<5;++t)if(e.hi=(e.hi|(127&this.buf[this.pos])<<7*t+3)>>>0,this.buf[this.pos++]<128)return e}else for(;t<5;++t){if(this.pos>=this.len)throw s(this);if(e.hi=(e.hi|(127&this.buf[this.pos])<<7*t+3)>>>0,this.buf[this.pos++]<128)return e}throw Error("invalid varint encoding")}function f(e,t){return(e[t-4]|e[t-3]<<8|e[t-2]<<16|e[t-1]<<24)>>>0}function h(){if(this.pos+8>this.len)throw s(this,8);return new i(f(this.buf,this.pos+=4),f(this.buf,this.pos+=4))}u.create=p(),u.prototype._slice=o.Array.prototype.subarray||o.Array.prototype.slice,u.prototype.uint32=(l=4294967295,function(){if(l=(127&this.buf[this.pos])>>>0,this.buf[this.pos++]<128)return l;if(l=(l|(127&this.buf[this.pos])<<7)>>>0,this.buf[this.pos++]<128)return l;if(l=(l|(127&this.buf[this.pos])<<14)>>>0,this.buf[this.pos++]<128)return l;if(l=(l|(127&this.buf[this.pos])<<21)>>>0,this.buf[this.pos++]<128)return l;if(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,s(this,10);return l}),u.prototype.int32=function(){return 0|this.uint32()},u.prototype.sint32=function(){var e=this.uint32();return e>>>1^-(1&e)|0},u.prototype.bool=function(){return 0!==this.uint32()},u.prototype.fixed32=function(){if(this.pos+4>this.len)throw s(this,4);return f(this.buf,this.pos+=4)},u.prototype.sfixed32=function(){if(this.pos+4>this.len)throw s(this,4);return 0|f(this.buf,this.pos+=4)},u.prototype.float=function(){if(this.pos+4>this.len)throw s(this,4);var e=o.float.readFloatLE(this.buf,this.pos);return this.pos+=4,e},u.prototype.double=function(){if(this.pos+8>this.len)throw s(this,4);var e=o.float.readDoubleLE(this.buf,this.pos);return this.pos+=8,e},u.prototype.bytes=function(){var e=this.uint32(),t=this.pos,n=this.pos+e;if(n>this.len)throw s(this,e);return this.pos+=e,Array.isArray(this.buf)?this.buf.slice(t,n):t===n?new this.buf.constructor(0):this._slice.call(this.buf,t,n)},u.prototype.string=function(){var e=this.bytes();return a.read(e,0,e.length)},u.prototype.skip=function(e){if("number"==typeof e){if(this.pos+e>this.len)throw s(this,e);this.pos+=e}else do{if(this.pos>=this.len)throw s(this)}while(128&this.buf[this.pos++]);return this},u.prototype.skipType=function(e){switch(e){case 0:this.skip();break;case 1:this.skip(8);break;case 2:this.skip(this.uint32());break;case 3:for(;4!=(e=7&this.uint32());)this.skipType(e);break;case 5:this.skip(4);break;default:throw Error("invalid wire type "+e+" at offset "+this.pos)}return this},u._configure=function(e){r=e,u.create=p(),r._configure();var t=o.Long?"toLong":"toNumber";o.merge(u.prototype,{int64:function(){return d.call(this)[t](!1)},uint64:function(){return d.call(this)[t](!0)},sint64:function(){return d.call(this).zzDecode()[t](!1)},fixed64:function(){return h.call(this)[t](!0)},sfixed64:function(){return h.call(this)[t](!1)}})}},593:(e,t,n)=>{"use strict";e.exports=i;var r=n(1408);(i.prototype=Object.create(r.prototype)).constructor=i;var o=n(9693);function i(e){r.call(this,e)}i._configure=function(){o.Buffer&&(i.prototype._slice=o.Buffer.prototype.slice)},i.prototype.string=function(){var e=this.uint32();return this.buf.utf8Slice?this.buf.utf8Slice(this.pos,this.pos=Math.min(this.pos+e,this.len)):this.buf.toString("utf-8",this.pos,this.pos=Math.min(this.pos+e,this.len))},i._configure()},5054:e=>{"use strict";e.exports={}},5994:(e,t,n)=>{"use strict";t.Service=n(7948)},7948:(e,t,n)=>{"use strict";e.exports=o;var r=n(9693);function o(e,t,n){if("function"!=typeof e)throw TypeError("rpcImpl must be a function");r.EventEmitter.call(this),this.rpcImpl=e,this.requestDelimited=Boolean(t),this.responseDelimited=Boolean(n)}(o.prototype=Object.create(r.EventEmitter.prototype)).constructor=o,o.prototype.rpcCall=function e(t,n,o,i,a){if(!i)throw TypeError("request must be specified");var s=this;if(!a)return r.asPromise(e,s,t,n,o,i);if(s.rpcImpl)try{return s.rpcImpl(t,n[s.requestDelimited?"encodeDelimited":"encode"](i).finish(),(function(e,n){if(e)return s.emit("error",e,t),a(e);if(null!==n){if(!(n instanceof o))try{n=o[s.responseDelimited?"decodeDelimited":"decode"](n)}catch(e){return s.emit("error",e,t),a(e)}return s.emit("data",n,t),a(null,n)}s.end(!0)}))}catch(e){return s.emit("error",e,t),void setTimeout((function(){a(e)}),0)}else setTimeout((function(){a(Error("already ended"))}),0)},o.prototype.end=function(e){return this.rpcImpl&&(e||this.rpcImpl(null,null,null),this.rpcImpl=null,this.emit("end").off()),this}},1945:(e,t,n)=>{"use strict";e.exports=o;var r=n(9693);function o(e,t){this.lo=e>>>0,this.hi=t>>>0}var i=o.zero=new o(0,0);i.toNumber=function(){return 0},i.zzEncode=i.zzDecode=function(){return this},i.length=function(){return 1};var a=o.zeroHash="\0\0\0\0\0\0\0\0";o.fromNumber=function(e){if(0===e)return i;var t=e<0;t&&(e=-e);var n=e>>>0,r=(e-n)/4294967296>>>0;return t&&(r=~r>>>0,n=~n>>>0,++n>4294967295&&(n=0,++r>4294967295&&(r=0))),new o(n,r)},o.from=function(e){if("number"==typeof e)return o.fromNumber(e);if(r.isString(e)){if(!r.Long)return o.fromNumber(parseInt(e,10));e=r.Long.fromString(e)}return e.low||e.high?new o(e.low>>>0,e.high>>>0):i},o.prototype.toNumber=function(e){if(!e&&this.hi>>>31){var t=1+~this.lo>>>0,n=~this.hi>>>0;return t||(n=n+1>>>0),-(t+4294967296*n)}return this.lo+4294967296*this.hi},o.prototype.toLong=function(e){return r.Long?new r.Long(0|this.lo,0|this.hi,Boolean(e)):{low:0|this.lo,high:0|this.hi,unsigned:Boolean(e)}};var s=String.prototype.charCodeAt;o.fromHash=function(e){return e===a?i:new o((s.call(e,0)|s.call(e,1)<<8|s.call(e,2)<<16|s.call(e,3)<<24)>>>0,(s.call(e,4)|s.call(e,5)<<8|s.call(e,6)<<16|s.call(e,7)<<24)>>>0)},o.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)},o.prototype.zzEncode=function(){var e=this.hi>>31;return this.hi=((this.hi<<1|this.lo>>>31)^e)>>>0,this.lo=(this.lo<<1^e)>>>0,this},o.prototype.zzDecode=function(){var e=-(1&this.lo);return this.lo=((this.lo>>>1|this.hi<<31)^e)>>>0,this.hi=(this.hi>>>1^e)>>>0,this},o.prototype.length=function(){var e=this.lo,t=(this.lo>>>28|this.hi<<4)>>>0,n=this.hi>>>24;return 0===n?0===t?e<16384?e<128?1:2:e<2097152?3:4:t<16384?t<128?5:6:t<2097152?7:8:n<128?9:10}},9693:function(e,t,n){"use strict";var r=t;function o(e,t,n){for(var r=Object.keys(t),o=0;o<r.length;++o)void 0!==e[r[o]]&&n||(e[r[o]]=t[r[o]]);return e}function i(e){function t(e,n){if(!(this instanceof t))return new t(e,n);Object.defineProperty(this,"message",{get:function(){return e}}),Error.captureStackTrace?Error.captureStackTrace(this,t):Object.defineProperty(this,"stack",{value:(new Error).stack||""}),n&&o(this,n)}return(t.prototype=Object.create(Error.prototype)).constructor=t,Object.defineProperty(t.prototype,"name",{get:function(){return e}}),t.prototype.toString=function(){return this.name+": "+this.message},t}r.asPromise=n(4537),r.base64=n(7419),r.EventEmitter=n(9211),r.float=n(945),r.inquire=n(7199),r.utf8=n(4997),r.pool=n(6662),r.LongBits=n(1945),r.isNode=Boolean(void 0!==n.g&&n.g&&n.g.process&&n.g.process.versions&&n.g.process.versions.node),r.global=r.isNode&&n.g||"undefined"!=typeof window&&window||"undefined"!=typeof self&&self||this,r.emptyArray=Object.freeze?Object.freeze([]):[],r.emptyObject=Object.freeze?Object.freeze({}):{},r.isInteger=Number.isInteger||function(e){return"number"==typeof e&&isFinite(e)&&Math.floor(e)===e},r.isString=function(e){return"string"==typeof e||e instanceof String},r.isObject=function(e){return e&&"object"==typeof e},r.isset=r.isSet=function(e,t){var n=e[t];return!(null==n||!e.hasOwnProperty(t))&&("object"!=typeof n||(Array.isArray(n)?n.length:Object.keys(n).length)>0)},r.Buffer=function(){try{var e=r.inquire("buffer").Buffer;return e.prototype.utf8Write?e:null}catch(e){return null}}(),r._Buffer_from=null,r._Buffer_allocUnsafe=null,r.newBuffer=function(e){return"number"==typeof e?r.Buffer?r._Buffer_allocUnsafe(e):new r.Array(e):r.Buffer?r._Buffer_from(e):"undefined"==typeof Uint8Array?e:new Uint8Array(e)},r.Array="undefined"!=typeof Uint8Array?Uint8Array:Array,r.Long=r.global.dcodeIO&&r.global.dcodeIO.Long||r.global.Long||r.inquire("long"),r.key2Re=/^true|false|0|1$/,r.key32Re=/^-?(?:0|[1-9][0-9]*)$/,r.key64Re=/^(?:[\\x00-\\xff]{8}|-?(?:0|[1-9][0-9]*))$/,r.longToHash=function(e){return e?r.LongBits.from(e).toHash():r.LongBits.zeroHash},r.longFromHash=function(e,t){var n=r.LongBits.fromHash(e);return r.Long?r.Long.fromBits(n.lo,n.hi,t):n.toNumber(Boolean(t))},r.merge=o,r.lcFirst=function(e){return e.charAt(0).toLowerCase()+e.substring(1)},r.newError=i,r.ProtocolError=i("ProtocolError"),r.oneOfGetter=function(e){for(var t={},n=0;n<e.length;++n)t[e[n]]=1;return function(){for(var e=Object.keys(this),n=e.length-1;n>-1;--n)if(1===t[e[n]]&&void 0!==this[e[n]]&&null!==this[e[n]])return e[n]}},r.oneOfSetter=function(e){return function(t){for(var n=0;n<e.length;++n)e[n]!==t&&delete this[e[n]]}},r.toJSONOptions={longs:String,enums:String,bytes:String,json:!0},r._configure=function(){var e=r.Buffer;e?(r._Buffer_from=e.from!==Uint8Array.from&&e.from||function(t,n){return new e(t,n)},r._Buffer_allocUnsafe=e.allocUnsafe||function(t){return new e(t)}):r._Buffer_from=r._Buffer_allocUnsafe=null}},1173:(e,t,n)=>{"use strict";e.exports=p;var r,o=n(9693),i=o.LongBits,a=o.base64,s=o.utf8;function u(e,t,n){this.fn=e,this.len=t,this.next=void 0,this.val=n}function l(){}function c(e){this.head=e.head,this.tail=e.tail,this.len=e.len,this.next=e.states}function p(){this.len=0,this.head=new u(l,0,0),this.tail=this.head,this.states=null}var d=function(){return o.Buffer?function(){return(p.create=function(){return new r})()}:function(){return new p}};function f(e,t,n){t[n]=255&e}function h(e,t){this.len=e,this.next=void 0,this.val=t}function g(e,t,n){for(;e.hi;)t[n++]=127&e.lo|128,e.lo=(e.lo>>>7|e.hi<<25)>>>0,e.hi>>>=7;for(;e.lo>127;)t[n++]=127&e.lo|128,e.lo=e.lo>>>7;t[n++]=e.lo}function m(e,t,n){t[n]=255&e,t[n+1]=e>>>8&255,t[n+2]=e>>>16&255,t[n+3]=e>>>24}p.create=d(),p.alloc=function(e){return new o.Array(e)},o.Array!==Array&&(p.alloc=o.pool(p.alloc,o.Array.prototype.subarray)),p.prototype._push=function(e,t,n){return this.tail=this.tail.next=new u(e,t,n),this.len+=t,this},h.prototype=Object.create(u.prototype),h.prototype.fn=function(e,t,n){for(;e>127;)t[n++]=127&e|128,e>>>=7;t[n]=e},p.prototype.uint32=function(e){return this.len+=(this.tail=this.tail.next=new h((e>>>=0)<128?1:e<16384?2:e<2097152?3:e<268435456?4:5,e)).len,this},p.prototype.int32=function(e){return e<0?this._push(g,10,i.fromNumber(e)):this.uint32(e)},p.prototype.sint32=function(e){return this.uint32((e<<1^e>>31)>>>0)},p.prototype.uint64=function(e){var t=i.from(e);return this._push(g,t.length(),t)},p.prototype.int64=p.prototype.uint64,p.prototype.sint64=function(e){var t=i.from(e).zzEncode();return this._push(g,t.length(),t)},p.prototype.bool=function(e){return this._push(f,1,e?1:0)},p.prototype.fixed32=function(e){return this._push(m,4,e>>>0)},p.prototype.sfixed32=p.prototype.fixed32,p.prototype.fixed64=function(e){var t=i.from(e);return this._push(m,4,t.lo)._push(m,4,t.hi)},p.prototype.sfixed64=p.prototype.fixed64,p.prototype.float=function(e){return this._push(o.float.writeFloatLE,4,e)},p.prototype.double=function(e){return this._push(o.float.writeDoubleLE,8,e)};var b=o.Array.prototype.set?function(e,t,n){t.set(e,n)}:function(e,t,n){for(var r=0;r<e.length;++r)t[n+r]=e[r]};p.prototype.bytes=function(e){var t=e.length>>>0;if(!t)return this._push(f,1,0);if(o.isString(e)){var n=p.alloc(t=a.length(e));a.decode(e,n,0),e=n}return this.uint32(t)._push(b,t,e)},p.prototype.string=function(e){var t=s.length(e);return t?this.uint32(t)._push(s.write,t,e):this._push(f,1,0)},p.prototype.fork=function(){return this.states=new c(this),this.head=this.tail=new u(l,0,0),this.len=0,this},p.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 u(l,0,0),this.len=0),this},p.prototype.ldelim=function(){var e=this.head,t=this.tail,n=this.len;return this.reset().uint32(n),n&&(this.tail.next=e.next,this.tail=t,this.len+=n),this},p.prototype.finish=function(){for(var e=this.head.next,t=this.constructor.alloc(this.len),n=0;e;)e.fn(e.val,t,n),n+=e.len,e=e.next;return t},p._configure=function(e){r=e,p.create=d(),r._configure()}},3155:(e,t,n)=>{"use strict";e.exports=i;var r=n(1173);(i.prototype=Object.create(r.prototype)).constructor=i;var o=n(9693);function i(){r.call(this)}function a(e,t,n){e.length<40?o.utf8.write(e,t,n):t.utf8Write?t.utf8Write(e,n):t.write(e,n)}i._configure=function(){i.alloc=o._Buffer_allocUnsafe,i.writeBytesBuffer=o.Buffer&&o.Buffer.prototype instanceof Uint8Array&&"set"===o.Buffer.prototype.set.name?function(e,t,n){t.set(e,n)}:function(e,t,n){if(e.copy)e.copy(t,n,0,e.length);else for(var r=0;r<e.length;)t[n++]=e[r++]}},i.prototype.bytes=function(e){o.isString(e)&&(e=o._Buffer_from(e,"base64"));var t=e.length>>>0;return this.uint32(t),t&&this._push(i.writeBytesBuffer,t,e),this},i.prototype.string=function(e){var t=o.Buffer.byteLength(e);return this.uint32(t),t&&this._push(a,t,e),this},i._configure()},4154:e=>{"use strict";e.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'},7067:()=>{},1296:()=>{},760:()=>{},1384:()=>{},3993:()=>{},908:()=>{},6953:()=>{},9925:()=>{},2806:()=>{},6449:()=>{},2850:()=>{},5381:()=>{},5686:(e,t,n)=>{"use strict";n.r(t),n.d(t,{flatbuffers:()=>r});var r={};r.Offset,r.Table,r.SIZEOF_SHORT=2,r.SIZEOF_INT=4,r.FILE_IDENTIFIER_LENGTH=4,r.SIZE_PREFIX_LENGTH=4,r.Encoding={UTF8_BYTES:1,UTF16_STRING:2},r.int32=new Int32Array(2),r.float32=new Float32Array(r.int32.buffer),r.float64=new Float64Array(r.int32.buffer),r.isLittleEndian=1===new Uint16Array(new Uint8Array([1,0]).buffer)[0],r.Long=function(e,t){this.low=0|e,this.high=0|t},r.Long.create=function(e,t){return 0==e&&0==t?r.Long.ZERO:new r.Long(e,t)},r.Long.prototype.toFloat64=function(){return(this.low>>>0)+4294967296*this.high},r.Long.prototype.equals=function(e){return this.low==e.low&&this.high==e.high},r.Long.ZERO=new r.Long(0,0),r.Builder=function(e){if(e)t=e;else var t=1024;this.bb=r.ByteBuffer.allocate(t),this.space=t,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},r.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},r.Builder.prototype.forceDefaults=function(e){this.force_defaults=e},r.Builder.prototype.dataBuffer=function(){return this.bb},r.Builder.prototype.asUint8Array=function(){return this.bb.bytes().subarray(this.bb.position(),this.bb.position()+this.offset())},r.Builder.prototype.prep=function(e,t){e>this.minalign&&(this.minalign=e);for(var n=1+~(this.bb.capacity()-this.space+t)&e-1;this.space<n+e+t;){var o=this.bb.capacity();this.bb=r.Builder.growByteBuffer(this.bb),this.space+=this.bb.capacity()-o}this.pad(n)},r.Builder.prototype.pad=function(e){for(var t=0;t<e;t++)this.bb.writeInt8(--this.space,0)},r.Builder.prototype.writeInt8=function(e){this.bb.writeInt8(this.space-=1,e)},r.Builder.prototype.writeInt16=function(e){this.bb.writeInt16(this.space-=2,e)},r.Builder.prototype.writeInt32=function(e){this.bb.writeInt32(this.space-=4,e)},r.Builder.prototype.writeInt64=function(e){this.bb.writeInt64(this.space-=8,e)},r.Builder.prototype.writeFloat32=function(e){this.bb.writeFloat32(this.space-=4,e)},r.Builder.prototype.writeFloat64=function(e){this.bb.writeFloat64(this.space-=8,e)},r.Builder.prototype.addInt8=function(e){this.prep(1,0),this.writeInt8(e)},r.Builder.prototype.addInt16=function(e){this.prep(2,0),this.writeInt16(e)},r.Builder.prototype.addInt32=function(e){this.prep(4,0),this.writeInt32(e)},r.Builder.prototype.addInt64=function(e){this.prep(8,0),this.writeInt64(e)},r.Builder.prototype.addFloat32=function(e){this.prep(4,0),this.writeFloat32(e)},r.Builder.prototype.addFloat64=function(e){this.prep(8,0),this.writeFloat64(e)},r.Builder.prototype.addFieldInt8=function(e,t,n){(this.force_defaults||t!=n)&&(this.addInt8(t),this.slot(e))},r.Builder.prototype.addFieldInt16=function(e,t,n){(this.force_defaults||t!=n)&&(this.addInt16(t),this.slot(e))},r.Builder.prototype.addFieldInt32=function(e,t,n){(this.force_defaults||t!=n)&&(this.addInt32(t),this.slot(e))},r.Builder.prototype.addFieldInt64=function(e,t,n){!this.force_defaults&&t.equals(n)||(this.addInt64(t),this.slot(e))},r.Builder.prototype.addFieldFloat32=function(e,t,n){(this.force_defaults||t!=n)&&(this.addFloat32(t),this.slot(e))},r.Builder.prototype.addFieldFloat64=function(e,t,n){(this.force_defaults||t!=n)&&(this.addFloat64(t),this.slot(e))},r.Builder.prototype.addFieldOffset=function(e,t,n){(this.force_defaults||t!=n)&&(this.addOffset(t),this.slot(e))},r.Builder.prototype.addFieldStruct=function(e,t,n){t!=n&&(this.nested(t),this.slot(e))},r.Builder.prototype.nested=function(e){if(e!=this.offset())throw new Error("FlatBuffers: struct must be serialized inline.")},r.Builder.prototype.notNested=function(){if(this.isNested)throw new Error("FlatBuffers: object serialization must not be nested.")},r.Builder.prototype.slot=function(e){this.vtable[e]=this.offset()},r.Builder.prototype.offset=function(){return this.bb.capacity()-this.space},r.Builder.growByteBuffer=function(e){var t=e.capacity();if(3221225472&t)throw new Error("FlatBuffers: cannot grow buffer beyond 2 gigabytes.");var n=t<<1,o=r.ByteBuffer.allocate(n);return o.setPosition(n-t),o.bytes().set(e.bytes(),n-t),o},r.Builder.prototype.addOffset=function(e){this.prep(r.SIZEOF_INT,0),this.writeInt32(this.offset()-e+r.SIZEOF_INT)},r.Builder.prototype.startObject=function(e){this.notNested(),null==this.vtable&&(this.vtable=[]),this.vtable_in_use=e;for(var t=0;t<e;t++)this.vtable[t]=0;this.isNested=!0,this.object_start=this.offset()},r.Builder.prototype.endObject=function(){if(null==this.vtable||!this.isNested)throw new Error("FlatBuffers: endObject called without startObject");this.addInt32(0);for(var e=this.offset(),t=this.vtable_in_use-1;t>=0&&0==this.vtable[t];t--);for(var n=t+1;t>=0;t--)this.addInt16(0!=this.vtable[t]?e-this.vtable[t]:0);this.addInt16(e-this.object_start);var o=(n+2)*r.SIZEOF_SHORT;this.addInt16(o);var i=0,a=this.space;e:for(t=0;t<this.vtables.length;t++){var s=this.bb.capacity()-this.vtables[t];if(o==this.bb.readInt16(s)){for(var u=r.SIZEOF_SHORT;u<o;u+=r.SIZEOF_SHORT)if(this.bb.readInt16(a+u)!=this.bb.readInt16(s+u))continue e;i=this.vtables[t];break}}return i?(this.space=this.bb.capacity()-e,this.bb.writeInt32(this.space,i-e)):(this.vtables.push(this.offset()),this.bb.writeInt32(this.bb.capacity()-e,this.offset()-e)),this.isNested=!1,e},r.Builder.prototype.finish=function(e,t,n){var o=n?r.SIZE_PREFIX_LENGTH:0;if(t){var i=t;if(this.prep(this.minalign,r.SIZEOF_INT+r.FILE_IDENTIFIER_LENGTH+o),i.length!=r.FILE_IDENTIFIER_LENGTH)throw new Error("FlatBuffers: file identifier must be length "+r.FILE_IDENTIFIER_LENGTH);for(var a=r.FILE_IDENTIFIER_LENGTH-1;a>=0;a--)this.writeInt8(i.charCodeAt(a))}this.prep(this.minalign,r.SIZEOF_INT+o),this.addOffset(e),o&&this.addInt32(this.bb.capacity()-this.space),this.bb.setPosition(this.space)},r.Builder.prototype.finishSizePrefixed=function(e,t){this.finish(e,t,!0)},r.Builder.prototype.requiredField=function(e,t){var n=this.bb.capacity()-e,r=n-this.bb.readInt32(n);if(0==this.bb.readInt16(r+t))throw new Error("FlatBuffers: field "+t+" must be set")},r.Builder.prototype.startVector=function(e,t,n){this.notNested(),this.vector_num_elems=t,this.prep(r.SIZEOF_INT,e*t),this.prep(n,e*t)},r.Builder.prototype.endVector=function(){return this.writeInt32(this.vector_num_elems),this.offset()},r.Builder.prototype.createString=function(e){if(e instanceof Uint8Array)var t=e;else{t=[];for(var n=0;n<e.length;){var r,o=e.charCodeAt(n++);(r=o<55296||o>=56320?o:(o<<10)+e.charCodeAt(n++)+-56613888)<128?t.push(r):(r<2048?t.push(r>>6&31|192):(r<65536?t.push(r>>12&15|224):t.push(r>>18&7|240,r>>12&63|128),t.push(r>>6&63|128)),t.push(63&r|128))}}this.addInt8(0),this.startVector(1,t.length,1),this.bb.setPosition(this.space-=t.length),n=0;for(var i=this.space,a=this.bb.bytes();n<t.length;n++)a[i++]=t[n];return this.endVector()},r.Builder.prototype.createLong=function(e,t){return r.Long.create(e,t)},r.ByteBuffer=function(e){this.bytes_=e,this.position_=0},r.ByteBuffer.allocate=function(e){return new r.ByteBuffer(new Uint8Array(e))},r.ByteBuffer.prototype.clear=function(){this.position_=0},r.ByteBuffer.prototype.bytes=function(){return this.bytes_},r.ByteBuffer.prototype.position=function(){return this.position_},r.ByteBuffer.prototype.setPosition=function(e){this.position_=e},r.ByteBuffer.prototype.capacity=function(){return this.bytes_.length},r.ByteBuffer.prototype.readInt8=function(e){return this.readUint8(e)<<24>>24},r.ByteBuffer.prototype.readUint8=function(e){return this.bytes_[e]},r.ByteBuffer.prototype.readInt16=function(e){return this.readUint16(e)<<16>>16},r.ByteBuffer.prototype.readUint16=function(e){return this.bytes_[e]|this.bytes_[e+1]<<8},r.ByteBuffer.prototype.readInt32=function(e){return this.bytes_[e]|this.bytes_[e+1]<<8|this.bytes_[e+2]<<16|this.bytes_[e+3]<<24},r.ByteBuffer.prototype.readUint32=function(e){return this.readInt32(e)>>>0},r.ByteBuffer.prototype.readInt64=function(e){return new r.Long(this.readInt32(e),this.readInt32(e+4))},r.ByteBuffer.prototype.readUint64=function(e){return new r.Long(this.readUint32(e),this.readUint32(e+4))},r.ByteBuffer.prototype.readFloat32=function(e){return r.int32[0]=this.readInt32(e),r.float32[0]},r.ByteBuffer.prototype.readFloat64=function(e){return r.int32[r.isLittleEndian?0:1]=this.readInt32(e),r.int32[r.isLittleEndian?1:0]=this.readInt32(e+4),r.float64[0]},r.ByteBuffer.prototype.writeInt8=function(e,t){this.bytes_[e]=t},r.ByteBuffer.prototype.writeUint8=function(e,t){this.bytes_[e]=t},r.ByteBuffer.prototype.writeInt16=function(e,t){this.bytes_[e]=t,this.bytes_[e+1]=t>>8},r.ByteBuffer.prototype.writeUint16=function(e,t){this.bytes_[e]=t,this.bytes_[e+1]=t>>8},r.ByteBuffer.prototype.writeInt32=function(e,t){this.bytes_[e]=t,this.bytes_[e+1]=t>>8,this.bytes_[e+2]=t>>16,this.bytes_[e+3]=t>>24},r.ByteBuffer.prototype.writeUint32=function(e,t){this.bytes_[e]=t,this.bytes_[e+1]=t>>8,this.bytes_[e+2]=t>>16,this.bytes_[e+3]=t>>24},r.ByteBuffer.prototype.writeInt64=function(e,t){this.writeInt32(e,t.low),this.writeInt32(e+4,t.high)},r.ByteBuffer.prototype.writeUint64=function(e,t){this.writeUint32(e,t.low),this.writeUint32(e+4,t.high)},r.ByteBuffer.prototype.writeFloat32=function(e,t){r.float32[0]=t,this.writeInt32(e,r.int32[0])},r.ByteBuffer.prototype.writeFloat64=function(e,t){r.float64[0]=t,this.writeInt32(e,r.int32[r.isLittleEndian?0:1]),this.writeInt32(e+4,r.int32[r.isLittleEndian?1:0])},r.ByteBuffer.prototype.getBufferIdentifier=function(){if(this.bytes_.length<this.position_+r.SIZEOF_INT+r.FILE_IDENTIFIER_LENGTH)throw new Error("FlatBuffers: ByteBuffer is too short to contain an identifier.");for(var e="",t=0;t<r.FILE_IDENTIFIER_LENGTH;t++)e+=String.fromCharCode(this.readInt8(this.position_+r.SIZEOF_INT+t));return e},r.ByteBuffer.prototype.__offset=function(e,t){var n=e-this.readInt32(e);return t<this.readInt16(n)?this.readInt16(n+t):0},r.ByteBuffer.prototype.__union=function(e,t){return e.bb_pos=t+this.readInt32(t),e.bb=this,e},r.ByteBuffer.prototype.__string=function(e,t){e+=this.readInt32(e);var n=this.readInt32(e),o="",i=0;if(e+=r.SIZEOF_INT,t===r.Encoding.UTF8_BYTES)return this.bytes_.subarray(e,e+n);for(;i<n;){var a,s=this.readUint8(e+i++);if(s<192)a=s;else{var u=this.readUint8(e+i++);if(s<224)a=(31&s)<<6|63&u;else{var l=this.readUint8(e+i++);a=s<240?(15&s)<<12|(63&u)<<6|63&l:(7&s)<<18|(63&u)<<12|(63&l)<<6|63&this.readUint8(e+i++)}}a<65536?o+=String.fromCharCode(a):(a-=65536,o+=String.fromCharCode(55296+(a>>10),56320+(1023&a)))}return o},r.ByteBuffer.prototype.__indirect=function(e){return e+this.readInt32(e)},r.ByteBuffer.prototype.__vector=function(e){return e+this.readInt32(e)+r.SIZEOF_INT},r.ByteBuffer.prototype.__vector_len=function(e){return this.readInt32(e+this.readInt32(e))},r.ByteBuffer.prototype.__has_identifier=function(e){if(e.length!=r.FILE_IDENTIFIER_LENGTH)throw new Error("FlatBuffers: file identifier must be length "+r.FILE_IDENTIFIER_LENGTH);for(var t=0;t<r.FILE_IDENTIFIER_LENGTH;t++)if(e.charCodeAt(t)!=this.readInt8(this.position_+r.SIZEOF_INT+t))return!1;return!0},r.ByteBuffer.prototype.createLong=function(e,t){return r.Long.create(e,t)}}},__webpack_module_cache__={};function __webpack_require__(e){var t=__webpack_module_cache__[e];if(void 0!==t)return t.exports;var n=__webpack_module_cache__[e]={exports:{}};return __webpack_modules__[e].call(n.exports,n,n.exports,__webpack_require__),n.exports}__webpack_require__.n=e=>{var t=e&&e.__esModule?()=>e.default:()=>e;return __webpack_require__.d(t,{a:t}),t},__webpack_require__.d=(e,t)=>{for(var n in t)__webpack_require__.o(t,n)&&!__webpack_require__.o(e,n)&&Object.defineProperty(e,n,{enumerable:!0,get:t[n]})},__webpack_require__.g=function(){if("object"==typeof globalThis)return globalThis;try{return this||new Function("return this")()}catch(e){if("object"==typeof window)return window}}(),__webpack_require__.o=(e,t)=>Object.prototype.hasOwnProperty.call(e,t),__webpack_require__.r=e=>{"undefined"!=typeof Symbol&&Symbol.toStringTag&&Object.defineProperty(e,Symbol.toStringTag,{value:"Module"}),Object.defineProperty(e,"__esModule",{value:!0})};var __webpack_exports__=__webpack_require__(1057);return __webpack_exports__})()));
diff --git a/Audio-Transcription/silero_vad.onnx b/Audio-Transcription/silero_vad.onnx
deleted file mode 100644
index e6db48d..0000000
Binary files a/Audio-Transcription/silero_vad.onnx and /dev/null differ