PyTorch is compatible for all CUDA versions >= 10.2 at the moment, so you can pick whichever version would work for you.
As already described, the TH/THC namespace is deprecated and functions from it were moved to the ATen namespace. To fix build issues, check which TH(C) methods are used in the repository you are trying to build and move them to the new ATen calls.
2 Likes