Hmmm, I tried running it on Google Colab (PyTorch Version 1.0.1) with its 1 GPU and it seems to work there.
Not sure why it’s producing those blobs on my local (CPU only)

Screen Shot 2019-04-11 at 9.27.13 PM.jpg1558×982 372 KB