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export async function checkWebgpu() {
// @ts-ignore
if (!navigator.gpu) {
return false
}
// @ts-ignore
const adapter = await navigator.gpu.requestAdapter()
if (!adapter) {
return false
}
return true
}
export const wasm = () =>
typeof WebAssembly === 'object' &&
typeof WebAssembly.instantiate === 'function'
export const threads = () =>
(async e => {
try {
return (
typeof MessageChannel !== 'undefined' &&
new MessageChannel().port1.postMessage(new SharedArrayBuffer(1)),
WebAssembly.validate(e)
)
// eslint-disable-next-line @typescript-eslint/no-shadow
} catch (e) {
return !1
}
})(
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,
])
)
export const simd = async () =>
WebAssembly.validate(
new Uint8Array([
0, 97, 115, 109, 1, 0, 0, 0, 1, 5, 1, 96, 0, 1, 123, 3, 2, 1, 0, 10, 10,
1, 8, 0, 65, 0, 253, 15, 253, 98, 11,
])
)
export const getCapabilities = async () => {
return {
webgpu: await checkWebgpu(),
wasm: wasm(),
simd: await simd(),
threads: await threads(),
}
}
const version = '1.16.3'
export const getTagSrc = async () => {
const prefix = `https://cdn.jsdelivr.net/npm/onnxruntime-web@${version}/dist/`
const capablilities = await getCapabilities()
if (capablilities.webgpu) {
return `${prefix}ort.webgpu.min.js`
}
if (capablilities.wasm) {
if (capablilities.simd || capablilities.threads) {
return `${prefix}ort.wasm.min.js`
}
return `${prefix}ort.wasm-core.min.js`
}
return `${prefix}ort.min.js`
}
export const loadingOnnxruntime = async () => {
const script = document.createElement('script')
// 设置script标签的属性,例如src
script.src = await getTagSrc() // 替换为您要加载的脚本的URL
// 将script标签添加到文档的head部分
document.head.appendChild(script)
}
export async function checkGpu() {
return !navigator?.gpu && !(await navigator.gpu?.requestAdapter())
}