If you are interested in visualisation tools for PyTorch (and, in particular, in VisualDL), have a look at the following blog post that I wrote (yesterday):
https://nbro.github.io/blogging/2019/01/06/an-example-of-how-to-use-visualdl-with-pytorch/ 33. Let me know what you think about it. You can also write in the comment section of the blog post, if you prefer.
If you know of other visualizations tools for PyTorch, let me know!