Solved by ptrblck in post #6 
              
              
                Yeah, you are right. Apparently I was looking at the 710m. 
Since Pytorch needs compute capability >=3.0, you should be fine. 
What does torch.cuda.is_available() return? 
Have you tried to reinstall Pytorch?