Solved by ptrblck in post #2 
              
              
                PyTorch 0.1.12_1 is one of the earliest releases, so I would strongly recommend to update to the latest stable release (1.5.1). 
In 0.1.12, you had to pass a function to map_location via: 
torch.load(..., map_location=lambda storage, location: 'cpu')