// Copyright (c) Microsoft Corporation. All rights reserved. // Licensed under the MIT License. import {Backend, env, InferenceSession, SessionHandler} from 'onnxruntime-common'; import {cpus} from 'os'; import {initWasm} from './wasm/proxy-wrapper'; import {OnnxruntimeWebAssemblySessionHandler} from './wasm/session-handler'; /** * 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.simd !== 'boolean') { env.wasm.simd = true; } if (typeof env.wasm.proxy !== 'boolean') { env.wasm.proxy = false; } if (typeof env.wasm.numThreads !== 'number' || !Number.isInteger(env.wasm.numThreads) || env.wasm.numThreads <= 0) { const numCpuLogicalCores = typeof navigator === 'undefined' ? cpus().length : navigator.hardwareConcurrency; env.wasm.numThreads = Math.min(4, Math.ceil((numCpuLogicalCores || 1) / 2)); } }; class OnnxruntimeWebAssemblyBackend implements Backend { async init(): Promise { // populate wasm flags initializeFlags(); // init wasm await initWasm(); } createSessionHandler(path: string, options?: InferenceSession.SessionOptions): Promise; createSessionHandler(buffer: Uint8Array, options?: InferenceSession.SessionOptions): Promise; async createSessionHandler(pathOrBuffer: string|Uint8Array, options?: InferenceSession.SessionOptions): Promise { const handler = new OnnxruntimeWebAssemblySessionHandler(); await handler.loadModel(pathOrBuffer, options); return Promise.resolve(handler); } } export const wasmBackend = new OnnxruntimeWebAssemblyBackend();