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[WebNN EP] Disable ConvTranspose for WebNN CPU (#20762)

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WebNN CPU backend implementation has been migrated from XNNPack to
TFLite, currently TFLite has not supported WebNN's convTranspose2d yet,
just disable it for now.
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Wanming Lin 2024-05-23 11:59:37 +08:00 committed by GitHub
parent 529feb01f4
commit 2c39d0c502
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2 changed files with 2 additions and 2 deletions
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2
js/web/docs/webnn-operators.md
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@ -22,7 +22,7 @@ operators and the supported opset domain/versions in **WebNN EP** by ONNX Runtim
| Clip | ai.onnx(7-10, 11, 12, 13+) | clamp | ✓ | ✓ | |
| Concat | ai.onnx(7-10, 11-12, 13+) | concat | ✓ | ✓ | |
| Conv | ai.onnx(7-10, 11+) | conv2d | ✓ | ✓ | Only supports 3-D or 4-D input and 'W' (weight). WebNN CPU requires the 'W' (weight) input to be a constant |
| ConvTranspose | ai.onnx(7-10, 11+) | convTranspose2d | ✓ | ✓ | Only supports 3-D or 4-D input and 'W' (weight). WebNN CPU requires the 'W' (weight) input to be a constant |
| ConvTranspose | ai.onnx(7-10, 11+) | convTranspose2d | ✓ | ✗ | Only supports 3-D or 4-D input and 'W' (weight). |
| Cos | ai.onnx(7+) | cos | ✗ | ✓ | |
| Div | ai.onnx(7-12, 13, 14+) | div | ✓ | ✓ | |
| Elu | ai.onnx(7+) | elu | ✓ | ✓ | |

2
onnxruntime/core/providers/webnn/builders/helper.h
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@ -167,7 +167,7 @@ static const InlinedHashMap<std::string, WebnnOpInfo> op_map = {
{"Concat", {"concat", true}},
{"Conv", {"conv2d", true}},
{"ConvInteger", {"conv2dInteger", false}},
{"ConvTranspose", {"convTranspose2d", true}},
{"ConvTranspose", {"convTranspose2d", false}},
{"Cos", {"cos", false}},
{"Div", {"div", true}},
{"DequantizeLinear", {"dequantizeLinear", false}},