[FIXED] Tensorboard shows the same result after specifying a new logdir in jupyter notebook

Issue

I used the following lines to open a tensorboard for one log directory in a Jupyter notebook:

%load_ext tensorboard
%tensorboard --logdir saved_models/tutorial5/GoogleNetLocal/lightning_logs/version_2/

In another cell, I wanted to open another board for a different directory using %tensorboard --logdir ./saved_models/tutorial5/ResNetLocal/lightning_logs/version_0/. However, it still shows the previous board as shown below. Why it doesn't create a new board for the second directory?

Thank you so much for your help!

Solution

I'll share the answer to this question in case it might be useful for someone else:

The issue can be solved by specifying a different port using --port xxxx when running %tensorboard

Answered By - Yuan Tian