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:

1. Run tensorboard --logdir <path_to_experiment> --port <remote_port_id> on the remote host, and

2. Run ssh -N -f -L localhost:<local_port_id>:localhost:<remote_port_id> <user@remote_host> on your local machine.

3. Navigate to http://localhost:<http://localhost:local_port_id> on your local machine.

Example

Tensorboard snippet of visualised validation reconstructions