CUDA Issue on Xavier NX with Jetpack 4.6.1

Hi community,

I am reaching out to seek assistance regarding a CUDA issue I’ve encountered while deploying the YOLOv8 model on the Xavier NX with Jetpack 4.6.1.

To provide some context, I successfully built the Ultralytics Jetson Dockerfile and created the container. However, when I attempted to test it on the GPU, I encountered an error related to the GPU.

I have confirmed the installation of NVCC in my container by executing the following command:
/usr/local/cuda/bin/nvcc --version

Upon testing the Jetson release on my Xavier, I observed

Despite trying several installations, I continue to face the same problem. At this point, I am finding it challenging to pinpoint the exact nature of the error.

Any guidance or assistance you could provide would be immensely valuable and appreciated.

Thank you in advance.

Best regards,


Please upgrade your environment to JetPack 5.1.2.
Then following the below command to set up the YOLOv8 environment:


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