I modify THE default gcc and g++, and use.
Install NVIDIA’s driver and CUDA Toolkit 10.2. I have installed CUDA 9.1 on Ubuntu 18.04, and runs very well. CUDA Toolkit Install on Ubuntu 18.04 LTS / RTX2070 Super / TensorFlow 2. TL DR: Here are the steps to install CUDA9+CUDNN7 on Debian, and installing a pre-compiled. For further information, see the Getting Started Guide and the Quick Start Guide. I have a gtx970 graphics card and a fresh install of Ubuntu 18.04. Thank you very much for the hints in the question I just want to complete it with an approach that worked for me, also inspired in this gist and that hopefully helps in situations where a valid driver is installed, and installing a more recent CUDA on Linux without root permissions is still needed.
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