Browser Compatibility
WebNN APIs
| WebNN | CPU | GPU | NPU |
|---|---|---|---|
| chromsOS | โ LiteRT/XNNPACK | ๐โน๏ธ LiteRT To do, temporarily fallback to XNNPACK | ๐โน๏ธ LiteRT To do, temporarily fallback to XNNPACK |
| Linux | โ LiteRT/XNNPACK | ๐โน๏ธ LiteRT To do, temporarily fallback to XNNPACK | ๐โน๏ธ LiteRT To do, temporarily fallback to XNNPACK |
| macOS | โ Core ML | โ Core ML | โ Core ML |
| Windows | โ
LiteRT/XNNPACK ๐โน๏ธ WCR/MLAS (deprecated) | โ DirectML | โ DirectML |
| Android | โ LiteRT/XNNPACK | ๐โน๏ธ LiteRT To do, temporarily fallback to XNNPACK | ๐โน๏ธ LiteRT To do, temporarily fallback to XNNPACK |
| iOS | โ Core ML | โ Core ML | โ Core ML |
- The WebNN API mainly supported with Chromium-based browsers on ChromeOS, Linux, macOS, Windows and Android.
- Chromium-based browsers include but are not limited to Google Chrome, Microsoft Edge, Opera, Vivaldi, Brave, Samsung Internet etc.
| Interface | Method | Chromium Version |
|---|---|---|
| navigator.ml | M112 | |
| ML | M112 | |
| ML | createContext() | M112 |
| MLContext | M112 | |
| MLContext | dispatch() | M128 |
| MLContext | createTensor() | M129 |
| MLContext | readTensor(tensor) | M129 |
| MLContext | readTensor(tensor, outputData) | M129 |
| MLContext | writeTensor() | M129 |
| MLContext | opSupportLimits() | M128 |
| MLGraph | M112 | |
| MLOperand | M112 | |
| MLOperand | MLNumber | M132 |
| MLTensor | M124 | |
| MLTensor | destroy() | M124 |
| MLGraphBuilder | M112 | |
| MLGraphBuilder | MLGraphBuilder() constructor | M112 |
| MLGraphBuilder | input(name, descriptor) | M112 |
| MLGraphBuilder | constant(descriptor, buffer) | M112 |
| MLGraphBuilder | constant(type, value) | M112 |
| MLGraphBuilder | build(outputs) | M112 |
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