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Improve bug and performance issue
Signed-off-by: Deyu Huang <[email protected]>
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name: Bug/Performance issue
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about: Use this template for reporting a bug or a performance issue.
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title: ''
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labels: 'potential bug'
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assignees: ''
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<!--
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**Dubugging advice**
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[delete this section if it doesn't solve your issue]
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- Add a `--opset` flag with the highest possible opset you can use. Some ops only convert in higher opsets.
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- Try installing the latest tf2onnx from main. Some bug fixes might not have been released to PyPI. Run `pip uninstall tf2onnx` and `pip install git+https://github.com/onnx/tensorflow-onnx`
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- If using a saved model, use the Tensorflow `saved_model_cli` to determine the correct `--tag` and `--signature_def` flags to use. If the signature you need is not listed, use the `--concrete_function` flag to index into the model's defined functions.
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- If your model was made in tf1.x, try running tf2onnx in a venv with tensorflow 1.x installed. tf2.x should be able to read tf1 models, but sometimes there are bugs.
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- If your model was made in tf1.x, try running tf2onnx in a venv with tensorflow 1.x installed. tf2.x should be able to read tf1.x models, but sometimes there are bugs.
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-->
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**Describe the bug**
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A clear and concise description of what the bug is.
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<!-- Please describe a clear and concise description of what the bug is. -->
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**Urgency**
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If there are particular important use cases blocked by this or strict project-related timelines, please share more information and dates. If there are no hard deadlines, please specify none.
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<!-- If there are particular important use cases blocked by this or strict project-related timelines, please share more information and dates. If there are no hard deadlines, please specify none. -->
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**System information**
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- OS Platform and Distribution (e.g., Linux Ubuntu 16.04):
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- Tensorflow Version:
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- OS Platform and Distribution (e.g., Linux Ubuntu 18.04*):
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- TensorFlow Version:
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- Python version:
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- ONNX version (if applicable, e.g. 1.11*):
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- ONNXRuntime version (if applicable, e.g. 1.11*):
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**To Reproduce**
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Describe steps/code to reproduce the behavior. Please upload/link the model you are trying to convert if possible.
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<!-- Describe steps/code/command to reproduce the behavior. Please upload/link the model you are trying to convert if possible. -->
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**Screenshots**
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If applicable, add screenshots to help explain your problem.
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<!-- If applicable, add screenshots to help explain your problem. -->
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**Additional context**
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Add any other context about the problem here. If the issue is about a particular model, please share the model details as well to facilitate debugging.
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<!-- Add any other context about the problem here. If the issue is about a particular model, please share the model details as well to facilitate debugging. -->

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