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Support WebGPU #110
Support WebGPU #110
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Works great and super quick in Chrome!!
However, I could not get the example to work in Safari and Firefox. I'd expect a gracefull fallback to lower-performance runtimes until one is found that works in the browser
packages/web/src/onnx.ts
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ort.env.wasm.wasmPaths = { | ||
'ort-wasm-simd-threaded.wasm': | ||
capabilities.simd && capabilities.threads | ||
useThreads && useSimd | ||
? await loadAsUrl( | ||
'/onnxruntime-web/ort-wasm-simd-threaded.wasm', | ||
useWebGPU | ||
? '/onnxruntime-web/ort-wasm-simd-threaded.jsep.wasm' | ||
: '/onnxruntime-web/ort-wasm-simd-threaded.wasm', | ||
config | ||
) | ||
: undefined, | ||
'ort-wasm-simd.wasm': | ||
capabilities.simd && !capabilities.threads | ||
? await loadAsUrl('/onnxruntime-web/ort-wasm-simd.wasm', config) | ||
!useThreads && useSimd | ||
? await loadAsUrl( | ||
useWebGPU | ||
? '/onnxruntime-web/ort-wasm-simd.jsep.wasm' | ||
: '/onnxruntime-web/ort-wasm-simd.wasm', | ||
config | ||
) | ||
: undefined, | ||
'ort-wasm-threaded.wasm': | ||
!capabilities.simd && capabilities.threads | ||
!useWebGPU && useThreads && !useSimd | ||
? await loadAsUrl('/onnxruntime-web/ort-wasm-threaded.wasm', config) | ||
: undefined, | ||
'ort-wasm.wasm': | ||
!capabilities.simd && !capabilities.threads | ||
!useWebGPU && !useThreads && !useSimd | ||
? await loadAsUrl('/onnxruntime-web/ort-wasm.wasm', config) | ||
: undefined | ||
}; |
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I find this code path seems a bit hard to scan, I'd personally like to simplify this logic
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Feeded your comment to CoPilot and my sidekick wants to change it to this:
const wasmPaths = {
'ort-wasm-simd-threaded.wasm': useThreads && useSimd,
'ort-wasm-simd.wasm': !useThreads && useSimd,
'ort-wasm-threaded.wasm': !useWebGPU && useThreads && !useSimd,
'ort-wasm.wasm': !useWebGPU && !useThreads && !useSimd
};
for (const [key, value] of Object.entries(wasmPaths)) {
if (value) {
const wasmPath = useWebGPU && key.includes('simd') ? /onnxruntime-web/${key.replace('.wasm', '.jsep.wasm')}
: /onnxruntime-web/${key}
;
ort.env.wasm.wasmPaths[key] = await loadAsUrl(wasmPath, config);
}
}
packages/web/changelog/1.4.5/20242602190400-Added_ThirdPartyLicenses_json_Added.yaml
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Added support for
Added "device" parameter with options "cpu | gpu". For now "cpu" is default.