$ sudo apt-get update
$ sudo apt-get install nvidia-cuda-toolkit 

nvidia-cuda-toolkit is installed in your system.

Make ensure the nvidia-cuda-toolkit package were installed using the commands given below,

$ sudo dpkg-query -l | grep nvidia-cuda-toolkit *

You will get with nvidia-cuda-toolkit package name, version, architecture and description in a table

nvidia-cuda-toolkit package basic information: