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TensorBoard

Tensorboard does not render direct in Google AI Notebooks, a simple workaround is to SSH into the machine from your local, this involves two steps.

  1. Run TensorBoard on the VM:
$ tensorboard --port=7000 --logdir logs
  1. SSH into the machine:
$ gcloud beta compute ssh --zone "{your zone}" "{your instance name}" --project "{your project name}" -- -L 7000:localhost:7000

You can not access the TensorBoard UI from your own machine on localhost:7000

cs.gcp.vms