Nvidia-smi shows CUDA version, but CUDA is not installed
Solution 1:
Be aware that the CUDA VERSION displayed by nvidia-smi associated with newer drivers is the DRIVER API COMPATIBILITY VERSION. It does not indicate anything at all about what CUDA version is actually installed. For example: A 410.72 driver will display CUDA VERSION 10.0 even when no CUDA toolkit is installed.