# Install Nvidia GPU and CUDA ## 1. Install Graphic Cards Drivers Nvidia: ```bash sudo apt-get remove --purge '^nvidia-.*' sudo apt-get --purge remove nvidia* sudo apt-get --purge remove "*cublas*" "cuda*" sudo apt remove nvidia-* sudo apt-get --purge remove "*nvidia*" sudo apt autoremove -y sudo apt-get update && sudo apt-get full-upgrade wget https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2404/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 -y nvidia-open ``` ### In case of GTX ```bash sudo apt-get install -y cuda-drivers echo "options nvidia NVreg_OpenRmEnableUnsupportedGpus=1" | sudo tee /etc/modprobe.d/nvidia-gsp.conf ``` ## 2 Install CUDA ```bash sudo apt-get -y install cuda-toolkit cudnn tensorrt nvidia-gds ``` Add PATH to .bashrc ```bash sudo gedit ~/.bashrc ``` ```bash 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}} ``` ```bash source ~/.bashrc ``` ## 3. Install Anaconda ```bash wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh chmod +x Miniconda3-latest-Linux-x86_64.sh bash Miniconda3-latest-Linux-x86_64.sh ``` ### Optional: Install Pytorch ```bash pip3 install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu126 ``` ----------------------------------------------------------- ## FIX NUMA ERROR ```bash sudo echo 0 | sudo tee -a /sys/bus/pci/devices/0000\:01\:00.0/numa_node ``` ### Monitoring CPU && GPU ```bash sudo apt-get install htop btop nvtop nvitop ```