same issue to me. I run the demo from official tutorial VISUALIZING MODELS, DATA, AND TRAINING WITH TENSORBOARD 27, nothing changed, no graph emerged.
(anaconda 3 environment: python3.7 pytorch 1.2.0 torchvision 0.4.0 tensorboard 1.14.0  )