tasq/node_modules/onnxruntime-web/lib/wasm/wasm-factory.ts

194 lines
6.2 KiB
TypeScript

// Copyright (c) Microsoft Corporation. All rights reserved.
// Licensed under the MIT License.
import {Env} from 'onnxruntime-common';
import * as path from 'path';
import {OrtWasmModule} from './binding/ort-wasm';
import {OrtWasmThreadedModule} from './binding/ort-wasm-threaded';
import ortWasmFactory from './binding/ort-wasm.js';
const ortWasmFactoryThreaded: EmscriptenModuleFactory<OrtWasmModule> =
// eslint-disable-next-line @typescript-eslint/no-require-imports
!BUILD_DEFS.DISABLE_WASM_THREAD ? require('./binding/ort-wasm-threaded.js') : ortWasmFactory;
let wasm: OrtWasmModule|undefined;
let initialized = false;
let initializing = false;
let aborted = false;
const isMultiThreadSupported = (): boolean => {
try {
// If 'SharedArrayBuffer' is not available, WebAssembly threads will not work.
if (typeof SharedArrayBuffer === 'undefined') {
return false;
}
// Test for transferability of SABs (for browsers. needed for Firefox)
// https://groups.google.com/forum/#!msg/mozilla.dev.platform/IHkBZlHETpA/dwsMNchWEQAJ
if (typeof MessageChannel !== 'undefined') {
new MessageChannel().port1.postMessage(new SharedArrayBuffer(1));
}
// Test for WebAssembly threads capability (for both browsers and Node.js)
// This typed array is a WebAssembly program containing threaded instructions.
return 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 false;
}
};
const isSimdSupported = (): boolean => {
try {
// Test for WebAssembly SIMD capability (for both browsers and Node.js)
// This typed array is a WebAssembly program containing SIMD instructions.
// The binary data is generated from the following code by wat2wasm:
//
// (module
// (type $t0 (func))
// (func $f0 (type $t0)
// (drop
// (i32x4.dot_i16x8_s
// (i8x16.splat
// (i32.const 0))
// (v128.const i32x4 0x00000000 0x00000000 0x00000000 0x00000000)))))
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 false;
}
};
const getWasmFileName = (useSimd: boolean, useThreads: boolean) => {
if (useThreads) {
return useSimd ? 'ort-wasm-simd-threaded.wasm' : 'ort-wasm-threaded.wasm';
} else {
return useSimd ? 'ort-wasm-simd.wasm' : 'ort-wasm.wasm';
}
};
export const initializeWebAssembly = async(flags: Env.WebAssemblyFlags): Promise<void> => {
if (initialized) {
return Promise.resolve();
}
if (initializing) {
throw new Error('multiple calls to \'initializeWebAssembly()\' detected.');
}
if (aborted) {
throw new Error('previous call to \'initializeWebAssembly()\' failed.');
}
initializing = true;
// wasm flags are already initialized
const timeout = flags.initTimeout!;
const numThreads = flags.numThreads!;
const simd = flags.simd!;
const useThreads = numThreads > 1 && isMultiThreadSupported();
const useSimd = simd && isSimdSupported();
const wasmPrefixOverride = typeof flags.wasmPaths === 'string' ? flags.wasmPaths : undefined;
const wasmFileName = getWasmFileName(false, useThreads);
const wasmOverrideFileName = getWasmFileName(useSimd, useThreads);
const wasmPathOverride = typeof flags.wasmPaths === 'object' ? flags.wasmPaths[wasmOverrideFileName] : undefined;
let isTimeout = false;
const tasks: Array<Promise<void>> = [];
// promise for timeout
if (timeout > 0) {
tasks.push(new Promise((resolve) => {
setTimeout(() => {
isTimeout = true;
resolve();
}, timeout);
}));
}
// promise for module initialization
tasks.push(new Promise((resolve, reject) => {
const factory = useThreads ? ortWasmFactoryThreaded : ortWasmFactory;
const config: Partial<OrtWasmModule> = {
locateFile: (fileName: string, scriptDirectory: string) => {
if (!BUILD_DEFS.DISABLE_WASM_THREAD && useThreads && fileName.endsWith('.worker.js') &&
typeof Blob !== 'undefined') {
return URL.createObjectURL(new Blob(
[
// This require() function is handled by webpack to load file content of the corresponding .worker.js
// eslint-disable-next-line @typescript-eslint/no-require-imports
require('./binding/ort-wasm-threaded.worker.js')
],
{type: 'text/javascript'}));
}
if (fileName === wasmFileName) {
const prefix: string = wasmPrefixOverride ?? scriptDirectory;
return wasmPathOverride ?? prefix + wasmOverrideFileName;
}
return scriptDirectory + fileName;
}
};
if (!BUILD_DEFS.DISABLE_WASM_THREAD && useThreads) {
if (typeof Blob === 'undefined') {
config.mainScriptUrlOrBlob = path.join(__dirname, 'ort-wasm-threaded.js');
} else {
const scriptSourceCode = `var ortWasmThreaded=(function(){var _scriptDir;return ${factory.toString()}})();`;
config.mainScriptUrlOrBlob = new Blob([scriptSourceCode], {type: 'text/javascript'});
}
}
factory(config).then(
// wasm module initialized successfully
module => {
initializing = false;
initialized = true;
wasm = module;
resolve();
},
// wasm module failed to initialize
(what) => {
initializing = false;
aborted = true;
reject(what);
});
}));
await Promise.race(tasks);
if (isTimeout) {
throw new Error(`WebAssembly backend initializing failed due to timeout: ${timeout}ms`);
}
};
export const getInstance = (): OrtWasmModule => {
if (initialized && wasm) {
return wasm;
}
throw new Error('WebAssembly is not initialized yet.');
};
export const dispose = (): void => {
if (initialized && !initializing && !aborted) {
initializing = true;
(wasm as OrtWasmThreadedModule).PThread?.terminateAllThreads();
wasm = undefined;
initializing = false;
initialized = false;
aborted = true;
}
};