Locally call tensorboard and Jupiter notebook on the server (using mobaxterm)

Mission profile ：

I usually use MobaXterm To configure SSH Protocol connection to remote server , The default browser of the server is Firefox. If used on the server Firefox Visit this website , stay MobaXterm The terminal displays web pages with high latency 、 It is very stuck is very . Then can you directly visit the website on your computer ？ The answer is yes , utilize MobaXterm establish ssh Tunnel , Realize the forwarding from remote port to local port .

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1. Call remote TensorBoard

stay MobaXterm Click on the Tunneling：

newly build SSH Tunnel ：

The setting window is as follows ：

choice Local port forwarding;

<Remote server> fill localhost , <Remote port> fill 6006

SSH server Refer to SSH The server , Here and through SSH The settings for connecting to the remote server are the same ,<SSH server> Fill in the server's IP Address ,<SSH login> Fill in the user name ,<SSH port> Fill in port number （ Usually it is 22） that will do .

<Forwarded port> here , You can specify a port number of this machine , For convenience, what I set here is 6006, And TensorBoard The default is consistent .

Finally, click Save, Then start ：

In record TensorBoard Of log Enter... Under the path of ：tensorboard --logdir=./ start-up TensorBoard, Then type localhost:6006 For remote TensorBoard Visit .

2. Call remote Jupyter notebook

Set steps and TensorBoard equally , The content settings are as follows ：

Local browser input localhost:8889 For remote Jupyter notebook Visit .

3. The easiest way ：vscode Port forwarding

adopt vscode terminal , In record TensorBoard Of log Enter... Under the path of ：tensorboard --logdir=./ start-up TensorBoard:

Click the port on the right side of the terminal , You can see vscode The port has been forwarded by default ：

Enter... In your local browser localhost:6006 For remote TensorBoard Visit . It should be noted that , Whether it's TensorBoard still Jupyter notebook, After the remote call , To close the forwarding port , Otherwise local TensorBoard and Jupyter notebook Will not be able to call .

MobaXterm Turn off forwarding ：

vscode Turn off forwarding ：