alpha-beta-CROWN
alpha-beta-CROWN copied to clipboard
RuntimeError onnx network when verifying, while network works at inference
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
-
A minimum example is attached in "music_bugreport.zip music_bugreport.zip
-
provided in zip
-
complete output in txt file in zip.
-
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.
System configuration:
- Python version: 3.1.13
Screenshots If applicable, add screenshots to help explain your problem.
Additional context Add any other context about the problem here.