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[WebNN EP] Support Tile operator #22148

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[WebNN EP] Support Tile operator #22148

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035d40f
support tile in WebNN EP
mingmingtasd Sep 19, 2024
c277175
address wanming's comments to use uint32_t repeats
mingmingtasd Sep 19, 2024
1a314e9
fix nits
mingmingtasd Sep 19, 2024
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2 changes: 1 addition & 1 deletion js/web/docs/webnn-operators.md
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Expand Up @@ -91,7 +91,7 @@ operators and the supported opset domain/versions in **WebNN EP** by ONNX Runtim
| Sub | ai.onnx(7-12, 13, 14+) | sub | ✓ | ✓ | |
| Tan | ai.onnx(7+) | tan | ✓ | ✓ | |
| Tanh | ai.onnx(7-12, 13+) | tanh | ✓ | ✓ | |
| Tile | ai.onnx(7-12, 13+) | tile | ✗ | ✓ | |
| Tile | ai.onnx(7-12, 13+) | tile | ✗ | ✓ | Input 'repeats' should be a constant |
| Transpose | ai.onnx(7-12, 13-20, 21+) | transpose | ✓ | ✓ | |
| Trilu | ai.onnx(14+) | triangular | ✓ | ✓ | Input 'k' (option 'diagonal' for WebNN) if present should be a constant |
| Unsqueeze | ai.onnx(7-10, 11-12, 13-20, 21+) | reshape | ✓ | ✓ | |
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2 changes: 1 addition & 1 deletion onnxruntime/core/providers/webnn/builders/impl/tile_op_builder.cc
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Expand Up @@ -52,7 +52,7 @@ Status TileOpBuilder::AddToModelBuilderImpl(ModelBuilder& model_builder,
std::vector<int32_t> repetitions;
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std::transform(repetitions_data.cbegin(), repetitions_data.cend(),
std::back_inserter(repetitions),
[](int64_t repetition) -> uint32_t { return SafeInt<int32_t>(repetition); });
[](int64_t repetition) -> uint32_t { return SafeInt<uint32_t>(repetition); });

emscripten::val options = emscripten::val::object();
options.set("label", node.Name());
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