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docs: update operator
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sun-xiangyu committed Dec 20, 2024
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Expand Up @@ -11,8 +11,8 @@ The rounding for ESP32-P4 is [rounding half to even](https://simple.wikipedia.or

## Support Operators

The ESP-DL operator interface is aligned with ONNX. The opset 13 is recommended to export ONNX.
Currently, the following 30 operators have been implemented and tested. Some operators do not implement all functionalities and attributes. Please refer to the description of each operator or [test cases](./tools/ops_test/config/op_cfg.toml) for details.
The ESP-DL operator interface is aligned with ONNX. The opset 13 is recommended to export ONNX.
Currently, the following 31 operators have been implemented and tested. Some operators do not implement all functionalities and attributes. Please refer to the description of each operator or [test cases](./tools/ops_test/config/op_cfg.toml) for details.
| Operator | int8 | int16 | Description |
|--------------------------------------------------------------------------------------------------------------------------------------------------------------|----------|----------|---------------------------------------------|
| Add[(ESP-DL)](esp-dl/dl/module/include/dl_module_add.hpp)[(ONNX)](https://onnx.ai/onnx/operators/onnx__Add.html) | ✔ | ✔ | Support up to 4D |
Expand All @@ -29,21 +29,22 @@ Currently, the following 30 operators have been implemented and tested. Some ope
| HardSwish[(ESP-DL)](esp-dl/dl/module/include/dl_module_hard_swish.hpp)[(ONNX)](https://onnx.ai/onnx/operators/onnx__HardSwish.html) | ✔ | ✔ | |
| LeakyRelu[(ESP-DL)](esp-dl/dl/module/include/dl_module_leaky_relu.hpp)[(ONNX)](https://onnx.ai/onnx/operators/onnx__LeakyRelu.html) | ✔ | ✔ | |
| Log[(ESP-DL)](esp-dl/dl/module/include/dl_module_log.hpp)[(ONNX)](https://onnx.ai/onnx/operators/onnx__Log.html) | ✔ | ✔ | |
| MatMul[(ESP-DL)](esp-dl/dl/module/include/dl_module_matmul.hpp)[(ONNX)](https://onnx.ai/onnx/operators/onnx__MatMul.html) | ✔ | ✔ | |
| MatMul[(ESP-DL)](esp-dl/dl/module/include/dl_module_matmul.hpp)[(ONNX)](https://onnx.ai/onnx/operators/onnx__MatMul.html) | ✔ | ✔ | Support up to 4D |
| MaxPool[(ESP-DL)](esp-dl/dl/module/include/dl_module_max_pool.hpp)[(ONNX)](https://onnx.ai/onnx/operators/onnx__MaxPool.html) | ✔ | ✔ | |
| Mul[(ESP-DL)](esp-dl/dl/module/include/dl_module_mul.hpp)[(ONNX)](https://onnx.ai/onnx/operators/onnx__Mul.html) | ✔ | ✔ | Support up to 4D |
| Pad[(ESP-DL)](esp-dl/dl/module/include/dl_module_pad.hpp)[(ONNX)](https://onnx.ai/onnx/operators/onnx__Pad.html) | ✔ | ✔ | Do not support wrap mode |
| PRelu[(ESP-DL)](esp-dl/dl/module/include/dl_module_prelu.hpp)[(ONNX)](https://onnx.ai/onnx/operators/onnx__PRelu.html) | ✔ | ✔ | |
| Reshape[(ESP-DL)](esp-dl/dl/module/include/dl_module_reshape.hpp)[(ONNX)](https://onnx.ai/onnx/operators/onnx__Reshape.html) | ✔ | ✔ | |
| Resize[(ESP-DL)](esp-dl/dl/module/include/dl_module_resize.hpp)[(ONNX)](https://onnx.ai/onnx/operators/onnx__Resize.html) | ✔ | ✔ | Only support nearest and do not support roi |
| Resize[(ESP-DL)](esp-dl/dl/module/include/dl_module_resize.hpp)[(ONNX)](https://onnx.ai/onnx/operators/onnx__Resize.html) | ✔ | ✖ | Only support nearest and do not support roi |
| Sigmoid[(ESP-DL)](esp-dl/dl/module/include/dl_module_sigmoid.hpp)[(ONNX)](https://onnx.ai/onnx/operators/onnx__Sigmoid.html) | ✔ | ✔ | |
| Slice[(ESP-DL)](esp-dl/dl/module/include/dl_module_slice.hpp)[(ONNX)](https://onnx.ai/onnx/operators/onnx__Slice.html) | ✔ | ✔ | |
| Softmax[(ESP-DL)](esp-dl/dl/module/include/dl_module_softmax.hpp)[(ONNX)](https://onnx.ai/onnx/operators/onnx__Softmax.html) | ✔ | ✔ | Dtype of output is float32 |
| Split[(ESP-DL)](esp-dl/dl/module/include/dl_module_split.hpp)[(ONNX)](https://onnx.ai/onnx/operators/onnx__Split.html) | ✔ | ✔ | |
| Sqrt[(ESP-DL)](esp-dl/dl/module/include/dl_module_sqrt.hpp)[(ONNX)](https://onnx.ai/onnx/operators/onnx__Sqrt.html) | ✔ | ✔ | |
| Squeeze[(ESP-DL)](esp-dl/dl/module/include/dl_module_squeeze.hpp)[(ONNX)](https://onnx.ai/onnx/operators/onnx__Squeeze.html) | ✔ | ✔ | |
| Sub[(ESP-DL)](esp-dl/dl/module/include/dl_module_sub.hpp)[(ONNX)](https://onnx.ai/onnx/operators/onnx__Sub.html) | ✔ | ✔ | Support up to 4D |
| Tanh[(ESP-DL)](esp-dl/dl/module/include/dl_module_tanh.hpp)[(ONNX)](https://onnx.ai/onnx/operators/onnx__Tanh.html) | ✔ | ✔ | |
| Transpose[(ESP-DL)](esp-dl/dl/module/include/dl_module_transpose.hpp)[(ONNX)](https://onnx.ai/onnx/operators/onnx__Transpose.html) | ✔ | ✔ | |
| Unsqueeze[(ESP-DL)](esp-dl/dl/module/include/dl_module_unsqueeze.hpp)[(ONNX)](https://onnx.ai/onnx/operators/onnx__Unsqueeze.html) | ✔ | ✔ | |

Generation Time: 2024-12-13 15:55:57
Generation Time: 2024-12-20 17:28:29

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