Here's my experience of installing the NVIDIA CUDA kit 8.0 on a fresh install of Ubuntu Desktop 16.04.3 LTS. Table of Contents Install NVIDIA Graphics Driver via apt-get Install CUDA Install cuDNN Table of contents generated with markdown-toc 1. Install NVIDIA Graphics Driver via apt-get