Tensorboard#
To visualize training and validation metrics of an experiment in Tensorboard on your local machine run
tensorboard --logdir <path_to_experiment> --port <port_id>
If you are working on a remote host and want to visualize the experiment on your local machine:
Run
tensorboard --logdir <path_to_experiment> --port <remote_port_id>
on the remote host, andRun
ssh -N -f -L localhost:<local_port_id>:localhost:<remote_port_id> <user@remote_host>
on your local machine.Navigate to
http://localhost:<http://localhost:local_port_id>
on your local machine.
Example#
Tensorboard snippet of visualised validation reconstructions |