With cuda 11.6 on rhel8 it is not possible anymore to have an nfs installation of cuda.
cuda 11.6 has a the GDS dependency, which is a driver part, but it installs for example:
GPU Direct Storage runtime libraries
With 11.2 on rhel7 it was different. Here it was possible to install
and put the cuda installatoin on a read-only mounted NFS share.
This is not possible anymore, because the nvidia-gds package writes
into this read only location.