1. Remove All !

• Remove all of cuda* and nvidia* files

  sudo apt purge nvidia*
  sudo apt remove nvidia-*
  sudo rm /etc/apt/sources.list.d./cuda*
  sudo apt autoremove
  sudo apt autoclean
  sudo rm -rf /usr/local/cuda*
  

2. Installation

We should

1. nvidia graphic driver
2. CUDA
3. cuDNN

First, When entering the nvidia-smi command, an error should occur.

Because we removed graphic driver.

2-1. Install build dependencies

sudo apt-get install g++ freeglut3-dev build-essential libx11-dev libxmu-dev libxi-dev libglu1-mesa libglu1-mesa-dev

2-2. Install nvidia driver dependencies

(If you need this packages)

#!/bin/bash

sudo apt install -y libnvidia-extra-515
sudo apt install -y nvidia-compute-utils-515
sudo apt install -y libnvidia-decode-515
sudo apt install -y libnvidia-encode-515
sudo apt install -y nvidia-utils-515