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https://docs.nvidia.com/cuda/cuda-installation-guide-linux/index.html#ubuntu
The CUDA version must be greater than 11.0.
1. Remove Outdated Signing Key:
sudo apt-key del 7fa2af80
2. Install the new cuda-keyring package:
wget https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2204/x86_64/cuda-keyring_1.0-1_all.deb
sudo dpkg -i cuda-keyring_1.0-1_all.deb
3. Update the Apt repository cache:
sudo apt-get update
4. Install CUDA SDK
sudo apt-get install cuda
5. Reboot the system
sudo reboot
6. Add environment variables
export PATH=/usr/local/cuda-12.0/bin${PATH:+:${PATH}}
export LD_LIBRARY_PATH=/usr/local/cuda-12.0/lib64\
${LD_LIBRARY_PATH:+:${LD_LIBRARY_PATH}}
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