mirror of
https://github.com/saymrwulf/onnxruntime.git
synced 2026-06-01 23:30:35 +00:00
### Description a replacement of #18683. try to resolve #18689. By specifying "-s PTHREAD_POOL_SIZE" flag in emscripten, it forces the threadpool to initialize before the webassembly instance is available.
221 lines
7 KiB
TypeScript
221 lines
7 KiB
TypeScript
// Copyright (c) Microsoft Corporation. All rights reserved.
|
|
// Licensed under the MIT License.
|
|
|
|
import * as path from 'node:path';
|
|
import {Env} from 'onnxruntime-common';
|
|
|
|
import {OrtWasmModule} from './binding/ort-wasm';
|
|
import {OrtWasmThreadedModule} from './binding/ort-wasm-threaded';
|
|
|
|
/* eslint-disable @typescript-eslint/no-require-imports */
|
|
let ortWasmFactory: EmscriptenModuleFactory<OrtWasmModule>;
|
|
|
|
if (!BUILD_DEFS.DISABLE_TRAINING) {
|
|
ortWasmFactory = require('./binding/ort-training-wasm-simd.js');
|
|
} else {
|
|
ortWasmFactory =
|
|
BUILD_DEFS.DISABLE_WEBGPU ? require('./binding/ort-wasm.js') : require('./binding/ort-wasm-simd.jsep.js');
|
|
}
|
|
|
|
const ortWasmFactoryThreaded: EmscriptenModuleFactory<OrtWasmModule> = !BUILD_DEFS.DISABLE_WASM_THREAD ?
|
|
(BUILD_DEFS.DISABLE_WEBGPU ? require('./binding/ort-wasm-threaded.js') :
|
|
require('./binding/ort-wasm-simd-threaded.jsep.js')) :
|
|
ortWasmFactory;
|
|
/* eslint-enable @typescript-eslint/no-require-imports */
|
|
|
|
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 (useSimd) {
|
|
if (!BUILD_DEFS.DISABLE_TRAINING) {
|
|
return 'ort-training-wasm-simd.wasm';
|
|
}
|
|
return useThreads ? 'ort-wasm-simd-threaded.wasm' : 'ort-wasm-simd.wasm';
|
|
} else {
|
|
return useThreads ? 'ort-wasm-threaded.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 wasmPaths = flags.wasmPaths;
|
|
const wasmPrefixOverride = typeof wasmPaths === 'string' ? wasmPaths : undefined;
|
|
const wasmFileName = getWasmFileName(useSimd, useThreads);
|
|
const wasmPathOverride = typeof wasmPaths === 'object' ? wasmPaths[wasmFileName] : 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 esbuild plugin to load file content as string.
|
|
// eslint-disable-next-line @typescript-eslint/no-require-imports
|
|
require('./binding/ort-wasm-threaded.worker.js')
|
|
],
|
|
{type: 'text/javascript'}));
|
|
}
|
|
|
|
if (fileName.endsWith('.wasm')) {
|
|
if (wasmPathOverride) {
|
|
return wasmPathOverride;
|
|
}
|
|
|
|
const prefix = wasmPrefixOverride ?? scriptDirectory;
|
|
|
|
if (!BUILD_DEFS.DISABLE_WEBGPU) {
|
|
if (wasmFileName === 'ort-wasm-simd.wasm') {
|
|
return prefix + 'ort-wasm-simd.jsep.wasm';
|
|
} else if (wasmFileName === 'ort-wasm-simd-threaded.wasm') {
|
|
return prefix + 'ort-wasm-simd-threaded.jsep.wasm';
|
|
}
|
|
}
|
|
|
|
return prefix + wasmFileName;
|
|
}
|
|
|
|
return scriptDirectory + fileName;
|
|
}
|
|
};
|
|
|
|
if (!BUILD_DEFS.DISABLE_WASM_THREAD && useThreads) {
|
|
config.numThreads = numThreads;
|
|
if (typeof Blob === 'undefined') {
|
|
config.mainScriptUrlOrBlob = path.join(__dirname, 'ort-wasm-threaded.js');
|
|
} else {
|
|
const scriptSourceCode = `var ortWasmThreaded=${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;
|
|
}
|
|
};
|