Tensorboard with pytorch dont display a graph
I had the same problem. 
Check out this thread:
https://github.com/pytorch/pytorch/issues/24157

TLDR: Update PyTorch to PyTorch-nightly and the problem should be solved.
https://pytorch.org/get-started/locally/