I just checked my GPU driver version, which has no issue.
Regarding the first paragraph of your reply, does that mean I should have no problem if I install CUDA through conda and use the shipped CUDA 10.1? However, this is not the case for me since my pytorch is still not detecting my GPU even if I install the whole package from conda.