tutorial
Activate tensorboard option
- Running TensorBoard remotely
- When working on a remote server, you can use SSH tunneling to forward the port of the remote server to your local machine at port (port 6006 in this example)
ssh -L 6006:localhost:6006 containner_name
- Then launch on remote server with 2.1 or 2.2 command
- On local machine
- 2.1 Normal tensorboard
tensorboard --logdir=runs
- 2.2 Dev Tensorboard (able to share link)
tensorboard dev upload --logdir runs
Usage
- write log to runs file
python3 demo2.py
Examples after follow instructions
Losses
Weight distribution
Hyperparameters interaction
