How can I run Tensorboard on a remote server?

Question

I\'m new to Tensorflow and would greatly benefit from some visualizations of what I\'m doing. I understand that Tensorboard is a useful visualization tool, but how do I run

Answer 1

Another approach is to use a reverse proxy, which allows you to view Tensorboard from any internet connected device without SSHing. This approach can make it far easier / tractable to view Tensorboard on mobile devices, for example.

Steps:

1) Download reverse proxy Ngrok on your remote machine hosting Tensorboard. See https://ngrok.com/download for instructions (~5 minute setup).

2) Run ngrok http 6006 (assuming you're hosting Tensorboard on port 6006)

3) Save the URL that ngrok outputs:

4) Enter that into any browser to view TensorBoard:

Special thanks to Sam Kirkiles