How can I run Tensorboard on a remote server?

Question

I started Tensorflow some days back and I understand that it is a visualization tool but is there any way to run Tensorflow on my remote Ubuntu machine?

Answer 1

@ganga , You can perform the following steps-

1. Run the code from your local machine

ssh -N -f -L localhost:17605:localhost:17605 <user@remote>

Here,

-f : pushes ssh in the background

-N : no remote commands

L<M1>:<port1>:<M2>:<port2> : it forwards the port2 of M2 to port1 of M1

2. Run this code on your remote machine

tensorboard --logdir <path> --port 17605

3.Navigate to https://localhost:17605( it will be different for you) in your local machine.

Hope it helps.

If you wish to learn What is Machine Learning then visit this Machine Learning Course.