Solved by ptrblck in post #2 
              
              
                I don’t think that the PyTorch 1.2.0 binaries and wheels were built with CUDA10.2, but with CUDA9.2 and CUDA10.0 as seen here. 
If you need this config for a particular reason, you would most likely have to build PyTorch from source.