Porting tensorboard on local machine or the server with ngrok

tensorboard_logs.sh

#!usr/bin/env python

# kill process on the particular port that you want to run tensorboard on, this case is 6006
kill -9 $(lsof -t -i:6006)
# run tensorboard on localhost on background
tensorboard --logdir logs --host localhost --port 6006 &
# port to ngrok, make sure to call the right path of ngrok
./ngrok http 6006

# the link will show on terminal (see attached image on my comment)
# open URL and you will see tensorboard up and running!

Prerequisite:

1. ngrok: create an account and follow the setup if you haven't done

Note: when call ngrok, please make sure it's on the right path

Here is what you will see after run sh tensorboard_logs.sh