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fdwr committed Jan 19, 2024
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Expand Up @@ -167,23 +167,23 @@ <h1 id="DataTypes">Data Types</h1>
<th style="width:12em">Categories</th>
<th>Name</th>
<th valign="top">Details</th>
<th class="webnnColumn"><a href="https://www.w3.org/TR/webnn/#enumdef-mloperanddatatype">WebNN</a></th>
<th class="onnxColumn"><a href="https://github.com/onnx/onnx/blob/8a782415a69faf626abc032ff6b2a16187e13c4f/onnx/onnx.proto#L485">ONNX</a></th>
<th class="dmlColumn"><a href="https://learn.microsoft.com/en-us/windows/win32/api/directml/ne-directml-dml_tensor_data_type">DML</a></th>
<th class="xnnPackColumn"><a href="https://github.com/google/XNNPACK/blob/03d2a24b53f18103a2bb0f62e2c7123c5cea8890/include/xnnpack.h#L211-L232">XNNPACK</a></th>
<th class="stableHloColumn"><a href="https://github.com/openxla/stablehlo/blob/main/docs/spec.md#types">StableHLO</a></th>
<th class="tosaColumn"><a href="https://www.mlplatform.org/tosa/tosa_spec.html">TOSA</a></th>
<th class="numpyColumn"><a href="https://numpy.org/devdocs/user/basics.types.html">NumPy</a></th>
<th class="tensorFlowColumn"><a href="https://www.tensorflow.org/api_docs/python/tf/dtypes">TensorFlow</a></th>
<th class="pytorchColumn"><a href="https://pytorch.org/docs/stable/tensor_attributes.html">PyTorch</a></th>
<th class="coreMlColumn"><a href="https://chromium-review.googlesource.com/c/chromium/src/+/5075312/12/services/webnn/coreml/ModelFormat/FeatureTypes.proto">CoreML</a></th>
<th class="bnnsColumn"><a href="https://github.com/alexey-lysiuk/macos-sdk/blob/6c1513f5b0667b76e24aaadcad130e90c545f046/MacOSX14.0.sdk/System/Library/Frameworks/Accelerate.framework/Versions/A/Frameworks/vecLib.framework/Versions/A/Headers/BNNS/bnns_constants.h#L33-L91">BNNS</a></th>
<th class="mpsColumn"><a href="https://developer.apple.com/documentation/metalperformanceshadersgraph/mpsgraphtensor/3564663-datatype">MPS</a></th>
<th class="mlxColumn"><a href="https://ml-explore.github.io/mlx/build/html/python/data_types.html">MLX</a></th>
<th class="ncnnColumn"><a href="https://github.com/Tencent/ncnn/blob/54a9a563e9913d3142782dac0e497f2be50075b5/docs/developer-guide/operators.md#cast">NCNN</a></th>
<th class="cntkColumn"><a href="https://github.com/microsoft/CNTK/blob/ae9c9c7c5f9e6072cc9c94c254f816dbdc1c5be6/Source/CNTKv2LibraryDll/API/CNTKLibrary.h#L82">CNTK</a></th>
<th class="openVinoColumn"><a href="https://docs.openvino.ai/2023.0/groupov_element_cpp_api.html#doxid-group-ov-element-cpp-api">OpenVINO</a></th>
<th class="oneDnnColumn"><a href="https://oneapi-src.github.io/oneDNN/enum_dnnl_data_type_t.html">OneDNN</a></th>
<th class="webnnColumn"><span title="Updated 2024-01-19"><a href="https://www.w3.org/TR/webnn/#enumdef-mloperanddatatype">WebNN</a></span></th>
<th class="onnxColumn"><span title="Updated 2024-01-19"><a href="https://github.com/onnx/onnx/blob/8a782415a69faf626abc032ff6b2a16187e13c4f/onnx/onnx.proto#L485">ONNX</a></span></th>
<th class="dmlColumn"><span title="Updated 2024-01-19"><a href="https://learn.microsoft.com/en-us/windows/win32/api/directml/ne-directml-dml_tensor_data_type">DML</a></span></th>
<th class="xnnPackColumn"><span title="Updated 2024-01-19"><a href="https://github.com/google/XNNPACK/blob/03d2a24b53f18103a2bb0f62e2c7123c5cea8890/include/xnnpack.h#L211-L232">XNNPACK</a></span></th>
<th class="stableHloColumn"><span title="Updated 2024-01-19"><a href="https://github.com/openxla/stablehlo/blob/main/docs/spec.md#types">StableHLO</a></span></th>
<th class="tosaColumn"><span title="Updated 2024-01-19"><a href="https://www.mlplatform.org/tosa/tosa_spec.html">TOSA</a></span></th>
<th class="numpyColumn"><span title="Updated 2024-01-19"><a href="https://numpy.org/devdocs/user/basics.types.html">NumPy</a></span></th>
<th class="tensorFlowColumn"><span title="Updated 2024-01-19"><a href="https://www.tensorflow.org/api_docs/python/tf/dtypes">TensorFlow</a></span></th>
<th class="pytorchColumn"><span title="Updated 2024-01-19"><a href="https://pytorch.org/docs/stable/tensor_attributes.html">PyTorch</a></span></th>
<th class="coreMlColumn"><span title="Updated 2024-01-19"><a href="https://chromium-review.googlesource.com/c/chromium/src/+/5075312/12/services/webnn/coreml/ModelFormat/FeatureTypes.proto">CoreML</a></span></th>
<th class="bnnsColumn"><span title="Updated 2024-01-19"><a href="https://github.com/alexey-lysiuk/macos-sdk/blob/6c1513f5b0667b76e24aaadcad130e90c545f046/MacOSX14.0.sdk/System/Library/Frameworks/Accelerate.framework/Versions/A/Frameworks/vecLib.framework/Versions/A/Headers/BNNS/bnns_constants.h#L33-L91">BNNS</a></span></th>
<th class="mpsColumn"><span title="Updated 2024-01-19"><a href="https://developer.apple.com/documentation/metalperformanceshadersgraph/mpsgraphtensor/3564663-datatype">MPS</a></span></th>
<th class="mlxColumn"><span title="Updated 2024-01-19"><a href="https://ml-explore.github.io/mlx/build/html/python/data_types.html">MLX</a></span></th>
<th class="ncnnColumn"><span title="Updated 2024-01-19"><a href="https://github.com/Tencent/ncnn/blob/54a9a563e9913d3142782dac0e497f2be50075b5/docs/developer-guide/operators.md#cast">NCNN</a></span></th>
<th class="cntkColumn"><span title="Updated 2024-01-19"><a href="https://github.com/microsoft/CNTK/blob/ae9c9c7c5f9e6072cc9c94c254f816dbdc1c5be6/Source/CNTKv2LibraryDll/API/CNTKLibrary.h#L82">CNTK</a></span></th>
<th class="openVinoColumn"><span title="Updated 2024-01-19"><a href="https://docs.openvino.ai/2023.0/groupov_element_cpp_api.html#doxid-group-ov-element-cpp-api">OpenVINO</a></span></th>
<th class="oneDnnColumn"><span title="Updated 2024-01-19"><a href="https://oneapi-src.github.io/oneDNN/enum_dnnl_data_type_t.html">OneDNN</a></span></th>
<th class="futureColumn">(for future additions)</th>
</tr>
<tr>
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