Use tensorboard remotely on the server

1 . When connecting to ssh, add the -L command to redirect port 6006 of the server to your own machine:

 ssh -L 16006:127.0.0span>.1:6006 username@remote_server_ip

16006:127.0.0.1 represents port 16006 on your own machine, 6006 is used by tensorboard on the server, you can modify it yourself.

2 . Start tensorboard normally using port 6006 on the server:

tensorboard --logdir=xxx --port=6006

--logdir is the address of the log file, it is best to enter the absolute address
Take mine as an example:

tensorboard --logdir = xxx/logs_2021-12-07-20-55 --port=6006

3. Enter the address in the local browser

http://127.0.0.1:16006/

You can view various training information on the web page

Reference: https://blog.csdn.net/weixin_35653315/article/details/71327740