Remove old driver $ nvidia-uninstall $ yum remove nvidia* $ reboot now Set Grub nouveau.modeset=0 $ vi /etc/default/grub add nouveau.modeset=0 in GRUB_CMDLINE_LINUX $ grub2-mkconfig -o /boot/efi/EFI/centos/grub.cfg $ systemctl isolate multi-user.target $ systemctl set-default multi-user.target $ reboot now Prepare Installation $ yum install kernel-* epel-release libglvnd-devel gcc $ reboot now Disabling Nouveau $ vi /etc/modprobe.d/blacklist-nouveau.conf blacklist nouveau options nouveau modeset=0 $ dracut --force Install Driver & Cuda Toolkits $ wget http://developer.download.nvidia.com/compute/cuda/10.2/Prod/local_installers/cuda_10.2.89_440.33.01_linux.run $ chmod +x cuda_10.2.89_440.33.01_linux.run $ ./cuda_10.2.89_440.33.01_linux.run $ reboot now