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Merged
merged 2 commits into from
Nov 13, 2024
Merged

November update for Impl Status #84

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ff1a939
November update for Impl Status
ibelem Nov 13, 2024
7bc522d
Update TFLite to LiteRT
ibelem Nov 13, 2024
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148 changes: 74 additions & 74 deletions assets/json/webnn_status.json
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Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -260,8 +260,8 @@
"fw_tflite_progress": 2,
"fw_tflite_version_added": "",
"fw_ort_op": ["CumSum"],
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"fw_ort_version_added": "1.20.0-dev",
"fw_ort_progress": 4,
"fw_ort_version_added": "1.21.0-dev",
"notes": ""
},
{
Expand All @@ -271,18 +271,18 @@
"wpt": "dequantizeLinear",
"wpt_progress": 4,
"tflite_op": [
""
"QUANTIZE"
],
"tflite_progress": 2,
"tflite_chromium_version_added": "",
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"tflite_chromium_version_added": "M132",
"dml_op": [
"ELEMENT_WISE_DEQUANTIZE_LINEAR"
],
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"dml_chromium_version_added": "M132",
"coreml_op": ["dequantize"],
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"coreml_chromium_version_added": "M132",
"coreml_op": ["dequantize_linear"],
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"coreml_chromium_version_added": "M133",
"fw_tflite_op": [""],
"fw_tflite_progress": 2,
"fw_tflite_version_added": "",
Expand Down Expand Up @@ -665,7 +665,7 @@
"tflite_op": [
"LOGICAL_AND"
],
"tflite_progress": 3,
"tflite_progress": 4,
"tflite_chromium_version_added": "M132",
"dml_op": [
"ELEMENT_WISE_LOGICAL_AND"
Expand All @@ -681,8 +681,8 @@
"fw_ort_op": [
"And"
],
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"fw_ort_version_added": "1.20.0-dev",
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"fw_ort_version_added": "1.21.0-dev",
"notes": ""
},
{
Expand All @@ -694,7 +694,7 @@
"tflite_op": [
"LOGICAL_OR"
],
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"tflite_progress": 4,
"tflite_chromium_version_added": "M132",
"dml_op": [
"ELEMENT_WISE_LOGICAL_OR"
Expand All @@ -710,8 +710,8 @@
"fw_ort_op": [
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{
Expand All @@ -721,9 +721,9 @@
"wpt": "logical_xor",
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""
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"ELEMENT_WISE_LOGICAL_XOR"
Expand All @@ -739,8 +739,8 @@
"fw_ort_op": [
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"fw_ort_version_added": "1.21.0-dev",
"notes": ""
},
{
Expand Down Expand Up @@ -1247,10 +1247,10 @@
"wpt": "gatherElements",
"wpt_progress": 4,
"tflite_op": [
""
"Emulated with GATHER_ND"
],
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"tflite_chromium_version_added": "M133",
"dml_op": [
"GATHER_ELEMENTS"
],
Expand Down Expand Up @@ -1370,9 +1370,9 @@
],
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"fw_tflite_progress": 2,
"fw_tflite_version_added": "",
Expand All @@ -1397,9 +1397,9 @@
],
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"dml_chromium_version_added": "M125",
"coreml_op": [""],
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"coreml_op": ["gru"],
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"coreml_chromium_version_added": "M133",
"fw_tflite_op": [""],
"fw_tflite_progress": 2,
"fw_tflite_version_added": "",
Expand Down Expand Up @@ -1584,35 +1584,6 @@
"fw_ort_version_added": "1.18.0",
"notes": ""
},
{
"op": "❔localResponseNormalization",
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"wpt": "localResponseNormalization",
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""
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""
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"notes": ""
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{
"op": "lstm",
"op_id": "lstm",
Expand Down Expand Up @@ -1767,7 +1738,7 @@
"wpt": "pooling",
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"dml_op": [
"LP_POOLING"
Expand Down Expand Up @@ -1837,8 +1808,8 @@
"dml_progress": 4,
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"coreml_op": ["prelu"],
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"fw_tflite_op": [
"Prelu"
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Expand All @@ -1858,18 +1829,18 @@
"wpt": "quantizeLinear",
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""
"QUANTIZE"
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"dml_op": [
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"fw_tflite_version_added": "",
Expand Down Expand Up @@ -2258,16 +2229,45 @@
"notes": ""
},
{
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""
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"notes": ""
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{
"op": "scatterElements",
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"tflite_op": [
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"dml_op": [
"SCATTER_ELEMENTS"
],
Expand All @@ -2293,10 +2293,10 @@
"wpt": "scatterND",
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"tflite_op": [
""
"SCATTER_ND"
],
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"tflite_chromium_version_added": "M132",
"dml_op": [
"SCATTER_ND"
],
Expand Down Expand Up @@ -2371,8 +2371,8 @@
"fw_ort_op": [
"Sign"
],
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"fw_ort_version_added": "1.20.0-dev",
"fw_ort_progress": 4,
"fw_ort_version_added": "1.21.0-dev",
"notes": ""
},
{
Expand Down
18 changes: 9 additions & 9 deletions webnn-status.md
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Expand Up @@ -175,7 +175,7 @@ sup {
</tr>
<tr class="title">
<th colspan="2">
TensorFlow Lite
LiteRT
<sup><a href="#note-1">1</a></sup>
</th>
<th colspan="2">
Expand Down Expand Up @@ -249,7 +249,7 @@ sup {
</table>

<div class="impl_status">
<div class="title">TensorFlow Lite</div>
<div class="title">LiteRT</div>
<div class="title">DirectML</div>
<div class="title">Core ML</div>
<div>
Expand Down Expand Up @@ -313,13 +313,13 @@ sup {
</tr>
<tr class="title">
<th colspan="2">
<img src="https://onnxruntime.ai/images/svg/ONNX-Runtime-logo.svg" /><br />Execution Provider
<a title="WebNN EP of ONNX Runtime Web" href="https://onnxruntime.ai/docs/tutorials/web/ep-webnn.html"><img src="https://onnxruntime.ai/images/svg/ONNX-Runtime-logo.svg" /></a><br />Execution Provider
<sup><a href="#note-7">7</a></sup>
</th>
<th colspan="2">
<img
src="https://www.gstatic.com/devrel-devsite/prod/v2ce49398fbedb6586ec054c8c0e071251fec28eb36277100a1795e671ae7c694/tensorflow/images/lockup.svg">
Lite for TF.js<br />External Delegate
<a title="LiteRT" href="https://developers.googleblog.com/en/tensorflow-lite-is-now-litert/"><img
src="https://storage.googleapis.com/gweb-developer-goog-blog-assets/images/LiteRT_BlogGraphics_4209x1253px_1.original.jpg" alt="LiteRT"></a>
<br />External Delegate
<sup><a href="#note-8">8</a></sup>
</th>
</tr>
Expand All @@ -339,7 +339,7 @@ sup {

<div class="impl_status_framework">
<div class="title">ONNX Runtime Web<br/>Execution Provider</div>
<div class="title">TensorFlow.js/TFLite<br/>External Delegate</div>
<div class="title">LiteRT<br/>External Delegate</div>
<div>
<div>✅ Supported (<span id="ep_supported"></span>)</div>
<div>⏳ Partly Implemented (<span id="ep_partlyimplemented"></span>)</div>
Expand All @@ -358,14 +358,14 @@ sup {
The total number of WebNN ops is 78. These tables currently lists ops that are implemented or work in progress by multiple backends and JavaScript machine learning frameworks.
</div>

<sup id="note-1">[1]</sup> [TensorFlow Lite Builtin Options](https://source.chromium.org/chromium/chromium/src/+/main:services/webnn/tflite/op_resolver.cc)<br/>
<sup id="note-1">[1]</sup> [LiteRT Builtin Options](https://source.chromium.org/chromium/chromium/src/+/main:services/webnn/tflite/op_resolver.cc)<br/>
<sup id="note-2">[2]</sup> [DirectML](https://learn.microsoft.com/en-us/windows/win32/api/_directml/) API<br/>
<sup id="note-3">[3]</sup> [Core ML](https://apple.github.io/coremltools/source/coremltools.converters.mil.mil.ops.defs.html) operators<br/>
<sup id="note-4">[4]</sup> This feature is experimental. Can be enabled by setting `#web-machine-learning-neural-network` flag to `Enabled`.<br/>
<sup id="note-5">[5]</sup> This feature is experimental. Can be enabled by setting `#web-machine-learning-neural-network` flag to `Enabled`. Supported on GPUs on Windows 11 21H2 or higher.<br/>
<sup id="note-6">[6]</sup> This feature is experimental. Can be enabled by setting `#web-machine-learning-neural-network` flag to `Enabled`.<br/>
<sup id="note-7">[7]</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/>
<sup id="note-8">[8]</sup> TensorFlow Lite built-in operators [`kTfLiteBuiltin*`](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/lite/delegates/xnnpack/xnnpack_delegate.cc)
<sup id="note-8">[8]</sup> LiteRT built-in operators [`kTfLiteBuiltin*`](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/lite/delegates/xnnpack/xnnpack_delegate.cc)

🏅🏅🏅 Interested in contributing to this implementation status page? See <a href="https://github.com/webmachinelearning/webmachinelearning.github.io/blob/main/CONTRIBUTING.md">contributing guidelines</a>.

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