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Update implementation status for WebNN DirectML backend
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Lines changed: 36 additions & 33 deletions

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‎assets/json/webnn_status.json‎

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"dml_op": [
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"ELEMENT_WISE_CLIP"
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],
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"dml_progress": 3,
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"dml_chromium_version_added": "Chromium fork",
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"dml_progress": 4,
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"dml_chromium_version_added": "M119",
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"tflite_op": [
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"ReluN1To1"
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],
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"dml_op": [
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"CONVOLUTION"
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],
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"dml_progress": 3,
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"dml_chromium_version_added": "Chromium fork",
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"dml_progress": 4,
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"dml_chromium_version_added": "M119",
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"tflite_op": [
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"Conv2d",
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"DepthwiseConv2d"
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"dml_op": [
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"ELEMENT_WISE_ADD"
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],
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"dml_progress": 3,
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"dml_chromium_version_added": "Chromium fork",
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"dml_progress": 4,
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"dml_chromium_version_added": "M119",
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"tflite_op": [
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"Add"
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],
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"dml_op": [
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"ELEMENT_WISE_SUBTRACT"
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],
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"dml_progress": 3,
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"dml_chromium_version_added": "Chromium fork",
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"dml_progress": 4,
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"dml_chromium_version_added": "M119",
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"tflite_op": [
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"Sub"
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],
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"dml_op": [
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"ELEMENT_WISE_MULTIPLY"
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],
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"dml_progress": 3,
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"dml_chromium_version_added": "Chromium fork",
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"dml_progress": 4,
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"dml_chromium_version_added": "M119",
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"tflite_op": [
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"Mul"
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],
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"dml_op": [
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"ELEMENT_WISE_DIVIDE"
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],
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"dml_progress": 3,
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"dml_chromium_version_added": "Chromium fork",
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"dml_progress": 4,
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"dml_chromium_version_added": "M119",
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"tflite_op": [
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"Div"
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],
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"dml_op": [
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"ELEMENT_WISE_MAX"
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],
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"dml_progress": 3,
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"dml_chromium_version_added": "Chromium fork",
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"dml_progress": 4,
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"dml_chromium_version_added": "M119",
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"tflite_op": [
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"Maximum"
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],
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"dml_op": [
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"ELEMENT_WISE_MIN"
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],
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"dml_progress": 3,
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"dml_chromium_version_added": "Chromium fork",
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"dml_progress": 4,
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"dml_chromium_version_added": "M119",
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"tflite_op": [
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"Minimum"
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],
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"dml_op": [
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"ELEMENT_WISE_POW"
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],
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"dml_progress": 3,
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"dml_chromium_version_added": "Chromium fork",
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"dml_progress": 4,
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"dml_chromium_version_added": "M119",
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"tflite_op": [
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"Sqrt",
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"Square"
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"dml_op": [
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"GEMM"
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],
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"dml_progress": 3,
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"dml_chromium_version_added": "Chromium fork",
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"dml_progress": 4,
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"dml_chromium_version_added": "M119",
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"tflite_op": [
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"FullyConnected"
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],
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"dml_op": [
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"AVERAGE_POOLING"
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],
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"dml_progress": 3,
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"dml_chromium_version_added": "Chromium fork",
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"dml_progress": 4,
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"dml_chromium_version_added": "M119",
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"tflite_op": [
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"AveragePool2d",
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"Mean"
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"dml_op": [
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"MAX_POOLING2"
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],
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"dml_progress": 3,
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"dml_chromium_version_added": "Chromium fork",
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"dml_progress": 4,
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"dml_chromium_version_added": "M119",
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"tflite_op": [
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"MaxPool2d"
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],
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"dml_op": [
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"ACTIVATION_RELU"
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],
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"dml_progress": 3,
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"dml_chromium_version_added": "Chromium fork",
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"dml_progress": 4,
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"dml_chromium_version_added": "M119",
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"tflite_op": [
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"Relu"
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],
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"dml_op": [
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"Supported by tensor strides"
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],
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"dml_progress": 3,
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"dml_chromium_version_added": "Chromium fork",
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"dml_progress": 4,
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"dml_chromium_version_added": "M119",
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"tflite_op": [
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"Reshape"
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],
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"dml_op": [
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"ACTIVATION_SOFTMAX"
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],
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"dml_progress": 3,
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"dml_chromium_version_added": "Chromium fork",
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"dml_progress": 4,
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"dml_chromium_version_added": "M119",
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"tflite_op": [
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"Softmax"
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],

‎webnn-status.md‎

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<th>
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<img src="https://raw.githubusercontent.com/alrra/browser-logos/main/src/chrome-dev/chrome-dev_128x128.png" />
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<img
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src="https://raw.githubusercontent.com/alrra/browser-logos/main/src/edge-canary/edge-canary_128x128.png" /> <sup>5</sup>
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src="https://raw.githubusercontent.com/alrra/browser-logos/main/src/edge-canary/edge-canary_128x128.png" /> <sup>6</sup>
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</th>
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<th>Operations
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</th>
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</div>
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</div>
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The total number of WebNN ops is 60. This table currently lists ops that are implemented or WIP by multiple backends.
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The total number of WebNN ops is 60. This table currently lists ops that are implemented or WIP by multiple backends
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<sup>[1]</sup> XNNPack node definition in [`xnn_define_*`](https://github.com/google/XNNPACK/blob/master/include/xnnpack.h)<br/>
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<sup>[2]</sup> [DirectML](https://learn.microsoft.com/en-us/windows/win32/api/_directml/) API<br/>
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<sup>[3]</sup> TensorFlow Lite built-in operators [`kTfLiteBuiltin*`](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/lite/delegates/xnnpack/xnnpack_delegate.cc)<br/>
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<sup>[4]</sup> ONNX [`Operator Schemas`](https://github.com/onnx/onnx/blob/main/docs/Operators.md) and [`WebNN EP Helper`](https://github.com/microsoft/onnxruntime/blob/main/onnxruntime/core/providers/webnn/builders/helper.h)<br/>
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<sup>[5]</sup> Currently enabled in [Google Chrome Dev](https://www.google.com/chrome/dev/) and [Microsoft Edge Canary](https://www.microsoftedgeinsider.com/en-us/download/canary) channels with #enable-experimental-web-platform-features flag.
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<sup>[5]</sup> Enabled in [Google Chrome](https://www.google.com/chrome/dev/) and [Microsoft Edge](https://www.microsoftedgeinsider.com/en-us/download/canary) with `#enable-experimental-web-platform-features` flag<br/>
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<sup>[6]</sup> Enabled in [Google Chrome](https://www.google.com/chrome/dev/) and [Microsoft Edge](https://www.microsoftedgeinsider.com/en-us/download/canary) in command line with flags on Windows 11 21H2 or higher:
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`"%LOCALAPPDATA%\Google\Chrome SxS\Application\chrome.exe" --enable-features=MachineLearningNeuralNetworkService --enable-experimental-web-platform-features`
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<script>
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const qS = (selector) => {

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