Improvements to `ScatterND`, `Transpose` -> `Softmax` -> `Transpose` combinations - 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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Improvements to `ScatterND`, `Transpose` -> `Softmax` -> `Transpose` combinations #669

Closed PINTO0309 closed 4 months ago

PINTO0309 commented 4 months ago

1. Content and background

Improvements to ScatterND.
Improved conversion stability for Transpose -> Softmax -> Transpose combinations.

Improved error message regarding OP name error when GroupConvolution is included.

ERROR: Generation of saved_model failed because the OP name does not match the following pattern. ^[A-Za-z0-9.][A-Za-z0-9_.\\/>-]*$
ERROR: /model.22/cv2.2/cv2.2.2/Conv/kernel
ERROR: Please convert again with the `-osd` or `--output_signaturedefs` option.

2. Summary of corrections

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)