Bug fix for `Celu`, onnxruntime==1.17.1 - Githubissues

PINTO0309 / onnx2tf

Self-Created Tools to convert ONNX files (NCHW) to TensorFlow/TFLite/Keras format (NHWC). The purpose of this tool is to solve the massive Transpose extrapolation problem in onnx-tensorflow (onnx-tf). I don't need a Star, but give me a pull request.

MIT License

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Bug fix for `Celu`, onnxruntime==1.17.1 #603

Closed PINTO0309 closed 5 months ago

PINTO0309 commented 5 months ago

1. Content and background

Celu
- Fixed a bug that caused very few elements to diverge to Nan, resulting in inconsistent output.
```
onnx_tensor[0, 3, 1, 26]
97.723495
```
tf_transposed_tensor[0, 3, 1, 26] nan
```
- [poc.onnx.zip](https://github.com/PINTO0309/onnx2tf/files/14975764/poc.onnx.zip)
```

2. Summary of corrections

TensorFlow operator combinations were reviewed.

onnx2tf -i poc.onnx -cotof

3. Before/After (If there is an operating log that can be used as a reference)

4. Issue number (only if there is a related issue)

There are discrepancies between the outputs of the ONNX model and converted TensorFlow models. #602