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Install NVIDIA driver

Official documentation

Please refer to the official NVIDIA installation guide

Step by step instructions

The instructions below worked for us, but different versions may be required for your system

Install GCC compiler & other tools:

sudo apt update
sudo apt install build-essential
sudo apt-get install software-properties-common

Add the following two package sources to /etc/apt/sources.list and then update apt:

deb http://deb.debian.org/debian/ bullseye main contrib non-free
deb-src http://deb.debian.org/debian/ bullseye main contrib non-free
sudo apt-get update
sudo apt update

Install nvidia toolkit:

sudo apt-get install linux-headers-$(uname -r)
sudo apt-key del 7fa2af80
wget https://developer.download.nvidia.com/compute/cuda/repos/debian12/x86_64/cuda-keyring_1.1-1_all.deb
sudo dpkg -i cuda-keyring_1.1-1_all.deb
sudo apt-get update
sudo apt-get install cuda-toolkit
sudo reboot

After system reboots, install nvidia driver:

export PATH=/usr/local/cuda-12.6/bin${PATH:+:${PATH}}
export LD_LIBRARY_PATH=/usr/local/cuda-12.6/lib64${LD_LIBRARY_PATH:+:${LD_LIBRARY_PATH}}
sudo apt-get install nvidia-open

To check that everything installed properly, run this command to see the smi interface:

nvidia-smi