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RuntimeError onnx network when verifying, while network works at inference #54

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AWbosman opened this issue Mar 7, 2024 · 0 comments

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@AWbosman
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AWbosman commented Mar 7, 2024

Describe the bug
When verifying an onnx network with latest version of ab-crown we get an ONNXRuntime error, that does not exist when running inference with the model.
This is regarding a squeeze layer.
We have tried using the recommended version of onnx and onnxruntime, as well as the most recent versions available.

To Reproduce

  1. A minimum example is attached in "music_bugreport.zip
    music_bugreport.zip

  2. provided in zip

  3. complete output in txt file in zip.

  4. reproduce the problem by activating your environment and then running python alpha-beta-CROWN/complete_verifier/abcrown.py --config "vgg16.onnx/config_vgg16.onnx_image_instance0.npy.yaml"

Without the above information, you might not be able to receive timely help from us.

music_bugreport.zip

System configuration:

  • Python version: 3.1.13

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