The binaries (conda and pip wheels) don’t use your local CUDA installation, but ship with their own CUDA, cudnn, NCCL etc. runtime libs. You would only need to install the NVIDIA driver in the appropriate version. This table 1 gives you the needed driver version for the corresponding CUDA version.