// Copyright (c) Microsoft Corporation. All rights reserved. // Licensed under the MIT License. import {Backend, env, InferenceSession, SessionHandler} from 'onnxruntime-common'; import {OnnxruntimeWebAssemblySessionHandler} from './wasm/session-handler'; import {initializeWebAssembly} from './wasm/wasm-factory'; /** * This function initializes all flags for WebAssembly. * * Those flags are accessible from `ort.env.wasm`. Users are allow to set those flags before the first inference session * being created, to override default value. */ export const initializeFlags = (): void => { if (typeof env.wasm.initTimeout !== 'number' || env.wasm.initTimeout < 0) { env.wasm.initTimeout = 0; } if (typeof env.wasm.numThreads !== 'number' || !Number.isInteger(env.wasm.numThreads) || env.wasm.numThreads < 0) { env.wasm.numThreads = Math.ceil((navigator.hardwareConcurrency || 1) / 2); } env.wasm.numThreads = Math.min(4, env.wasm.numThreads); }; class OnnxruntimeWebAssemblyBackend implements Backend { async init(): Promise { // populate wasm flags initializeFlags(); // init wasm await initializeWebAssembly(); } createSessionHandler(path: string, options?: InferenceSession.SessionOptions): Promise; createSessionHandler(buffer: Uint8Array, options?: InferenceSession.SessionOptions): Promise; async createSessionHandler(pathOrBuffer: string|Uint8Array, _options?: InferenceSession.SessionOptions): Promise { let buffer: Uint8Array; if (typeof pathOrBuffer === 'string') { const response = await fetch(pathOrBuffer); const arrayBuffer = await response.arrayBuffer(); buffer = new Uint8Array(arrayBuffer); } else { buffer = pathOrBuffer; } const handler = new OnnxruntimeWebAssemblySessionHandler(); // TODO: support SessionOptions handler.loadModel(buffer); return Promise.resolve(handler); } } export const wasmBackend = new OnnxruntimeWebAssemblyBackend();