231 lines
7.9 KiB
TypeScript
231 lines
7.9 KiB
TypeScript
// Copyright (c) Microsoft Corporation. All rights reserved.
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// Licensed under the MIT License.
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import {env, InferenceSession} from 'onnxruntime-common';
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import {OrtWasmMessage, SerializableModeldata, SerializableSessionMetadata, SerializableTensor} from './proxy-messages';
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import * as core from './wasm-core-impl';
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import {initializeWebAssembly} from './wasm-factory';
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const isProxy = (): boolean => !!env.wasm.proxy && typeof document !== 'undefined';
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let proxyWorker: Worker|undefined;
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let initializing = false;
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let initialized = false;
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let aborted = false;
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// resolve; reject
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type PromiseCallbacks<T = void> = [(result: T) => void, (reason: unknown) => void];
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let initWasmCallbacks: PromiseCallbacks;
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let initOrtCallbacks: PromiseCallbacks;
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const createSessionAllocateCallbacks: Array<PromiseCallbacks<SerializableModeldata>> = [];
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const createSessionFinalizeCallbacks: Array<PromiseCallbacks<SerializableSessionMetadata>> = [];
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const createSessionCallbacks: Array<PromiseCallbacks<SerializableSessionMetadata>> = [];
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const releaseSessionCallbacks: Array<PromiseCallbacks<void>> = [];
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const runCallbacks: Array<PromiseCallbacks<SerializableTensor[]>> = [];
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const endProfilingCallbacks: Array<PromiseCallbacks<void>> = [];
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const ensureWorker = (): void => {
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if (initializing || !initialized || aborted || !proxyWorker) {
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throw new Error('worker not ready');
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}
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};
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const onProxyWorkerMessage = (ev: MessageEvent<OrtWasmMessage>): void => {
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switch (ev.data.type) {
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case 'init-wasm':
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initializing = false;
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if (ev.data.err) {
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aborted = true;
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initWasmCallbacks[1](ev.data.err);
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} else {
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initialized = true;
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initWasmCallbacks[0]();
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}
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break;
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case 'init-ort':
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if (ev.data.err) {
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initOrtCallbacks[1](ev.data.err);
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} else {
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initOrtCallbacks[0]();
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}
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break;
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case 'create_allocate':
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if (ev.data.err) {
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createSessionAllocateCallbacks.shift();
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} else {
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createSessionAllocateCallbacks.shift();
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}
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break;
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case 'create_finalize':
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if (ev.data.err) {
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createSessionFinalizeCallbacks.shift();
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} else {
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createSessionFinalizeCallbacks.shift();
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}
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break;
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case 'create':
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if (ev.data.err) {
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createSessionCallbacks.shift();
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} else {
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createSessionCallbacks.shift();
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}
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break;
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case 'release':
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if (ev.data.err) {
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releaseSessionCallbacks.shift();
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} else {
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releaseSessionCallbacks.shift()![0]();
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}
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break;
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case 'run':
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if (ev.data.err) {
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runCallbacks.shift();
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} else {
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runCallbacks.shift();
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}
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break;
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case 'end-profiling':
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if (ev.data.err) {
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endProfilingCallbacks.shift();
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} else {
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endProfilingCallbacks.shift()![0]();
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}
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break;
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default:
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}
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};
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const scriptSrc = typeof document !== 'undefined' ? (document?.currentScript as HTMLScriptElement)?.src : undefined;
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export const initWasm = async(): Promise<void> => {
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if (!BUILD_DEFS.DISABLE_WASM_PROXY && isProxy()) {
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if (initialized) {
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return;
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}
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if (initializing) {
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throw new Error('multiple calls to \'initWasm()\' detected.');
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}
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if (aborted) {
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throw new Error('previous call to \'initWasm()\' failed.');
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}
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initializing = true;
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// overwrite wasm filepaths
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if (env.wasm.wasmPaths === undefined) {
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if (scriptSrc && scriptSrc.indexOf('blob:') !== 0) {
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env.wasm.wasmPaths = scriptSrc.substr(0, +(scriptSrc).lastIndexOf('/') + 1);
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}
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}
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return new Promise<void>((resolve, reject) => {
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proxyWorker?.terminate();
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// eslint-disable-next-line @typescript-eslint/no-var-requires, @typescript-eslint/no-require-imports
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proxyWorker = require('worker-loader?inline=no-fallback!./proxy-worker/main').default() as Worker;
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proxyWorker.onmessage = onProxyWorkerMessage;
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initWasmCallbacks = [resolve, reject];
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const message: OrtWasmMessage = {type: 'init-wasm', in : env.wasm};
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proxyWorker.postMessage(message);
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});
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} else {
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return initializeWebAssembly(env.wasm);
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}
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};
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export const initOrt = async(numThreads: number, loggingLevel: number): Promise<void> => {
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if (!BUILD_DEFS.DISABLE_WASM_PROXY && isProxy()) {
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ensureWorker();
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return new Promise<void>((resolve, reject) => {
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initOrtCallbacks = [resolve, reject];
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const message: OrtWasmMessage = {type: 'init-ort', in : {numThreads, loggingLevel}};
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proxyWorker!.postMessage(message);
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});
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} else {
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core.initOrt(numThreads, loggingLevel);
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}
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};
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export const createSessionAllocate = async(model: Uint8Array): Promise<SerializableModeldata> => {
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if (!BUILD_DEFS.DISABLE_WASM_PROXY && isProxy()) {
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ensureWorker();
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return new Promise<SerializableModeldata>((resolve, reject) => {
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createSessionAllocateCallbacks.push([resolve, reject]);
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const message: OrtWasmMessage = {type: 'create_allocate', in : {model}};
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proxyWorker!.postMessage(message, [model.buffer]);
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});
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} else {
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return core.createSessionAllocate(model);
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}
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};
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export const createSessionFinalize = async(modeldata: SerializableModeldata, options?: InferenceSession.SessionOptions):
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Promise<SerializableSessionMetadata> => {
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if (!BUILD_DEFS.DISABLE_WASM_PROXY && isProxy()) {
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ensureWorker();
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return new Promise<SerializableSessionMetadata>((resolve, reject) => {
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createSessionFinalizeCallbacks.push([resolve, reject]);
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const message: OrtWasmMessage = {type: 'create_finalize', in : {modeldata, options}};
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proxyWorker!.postMessage(message);
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});
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} else {
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return core.createSessionFinalize(modeldata, options);
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}
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};
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export const createSession =
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async(model: Uint8Array, options?: InferenceSession.SessionOptions): Promise<SerializableSessionMetadata> => {
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if (!BUILD_DEFS.DISABLE_WASM_PROXY && isProxy()) {
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ensureWorker();
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return new Promise<SerializableSessionMetadata>((resolve, reject) => {
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createSessionCallbacks.push([resolve, reject]);
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const message: OrtWasmMessage = {type: 'create', in : {model, options}};
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proxyWorker!.postMessage(message, [model.buffer]);
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});
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} else {
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return core.createSession(model, options);
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}
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};
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export const releaseSession = async(sessionId: number): Promise<void> => {
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if (!BUILD_DEFS.DISABLE_WASM_PROXY && isProxy()) {
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ensureWorker();
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return new Promise<void>((resolve, reject) => {
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releaseSessionCallbacks.push([resolve, reject]);
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const message: OrtWasmMessage = {type: 'release', in : sessionId};
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proxyWorker!.postMessage(message);
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});
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} else {
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core.releaseSession(sessionId);
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}
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};
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export const run = async(
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sessionId: number, inputIndices: number[], inputs: SerializableTensor[], outputIndices: number[],
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options: InferenceSession.RunOptions): Promise<SerializableTensor[]> => {
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if (!BUILD_DEFS.DISABLE_WASM_PROXY && isProxy()) {
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ensureWorker();
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return new Promise<SerializableTensor[]>((resolve, reject) => {
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runCallbacks.push([resolve, reject]);
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const message: OrtWasmMessage = {type: 'run', in : {sessionId, inputIndices, inputs, outputIndices, options}};
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proxyWorker!.postMessage(message, core.extractTransferableBuffers(inputs));
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});
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} else {
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return core.run(sessionId, inputIndices, inputs, outputIndices, options);
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}
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};
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export const endProfiling = async(sessionId: number): Promise<void> => {
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if (!BUILD_DEFS.DISABLE_WASM_PROXY && isProxy()) {
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ensureWorker();
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return new Promise<void>((resolve, reject) => {
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endProfilingCallbacks.push([resolve, reject]);
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const message: OrtWasmMessage = {type: 'end-profiling', in : sessionId};
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proxyWorker!.postMessage(message);
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});
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} else {
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core.endProfiling(sessionId);
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}
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};
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