使用ssh作为命令行远程工具，启动远程的tensorboardx并且在本地的浏览器中打开。

远程运行：

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tensorboard --logdir <path> --port 6006

本地运行：

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ssh -N -f -L localhost:16006:localhost:6006 bohan@10.11.16.146

使用ssh作为命令行远程工具，启动远程的jupyter lab并且在本地的浏览器中打开。

远程运行：

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jupyter lab --no-browser --port=8080

--no-broswer is very important

output:

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...
[I 2024-12-10 14:30:24.585 ServerApp]     http://127.0.0.1:8080/lab?token=0061d1eb31396b1bc3cd77a7161b2084da1dedcdeca0600c
[I 2024-12-10 14:30:24.586 ServerApp] Use Control-C to stop this server and shut down all kernels (twice to skip confirmation).
[C 2024-12-10 14:30:24.603 ServerApp]

    To access the server, open this file in a browser:
        file:///home/bohanfeng/.local/share/jupyter/runtime/jpserver-11659-open.html
    Or copy and paste one of these URLs:
        http://localhost:8080/lab?token=0061d1eb31396b1bc3cd77a7161b2084da1dedcdeca0600c
        http://127.0.0.1:8080/lab?token=0061d1eb31396b1bc3cd77a7161b2084da1dedcdeca0600c

本地运行：

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ssh -L 8080:localhost:8080 bohanfeng@192.168.2.102

本地浏览器访问：
http://127.0.0.1:8080/lab?token=0061d1eb31396b1bc3cd77a7161b2084da1dedcdeca0600c

• SSH Overview
  • SSH Keys
  • SSH Agent
  • Generating a New SSH Key Pair
  • Adding a Key to the SSH Agent on Ubuntu
  • Viewing Keys in the SSH Agent on Ubuntu

SSH Overview

SSH (Secure Shell) is a network security protocol that provides secure access and file transfer through encryption and authentication mechanisms. It encrypts and verifies network data to provide secure login and other secure network services.

SSH Keys

SSH uses a combination of public and private keys to secure communication. The public key is used to encrypt data, while the private key is used to decrypt data. This ensures that even if data is intercepted during transmission, attackers cannot decrypt it, ensuring data security.

SSH Agent

An SSH agent is a program that stores private keys and can help you avoid having to enter your passphrase every time you use SSH. When you add a private key to an SSH agent, you only need to enter the passphrase the first time you use the key. After that, the SSH agent will automatically provide the private key for you.

Generating a New SSH Key Pair

You can use the ssh-keygen tool to generate a new SSH key pair. Here’s an example of how to use ssh-keygen to generate an RSA key pair:

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ssh-keygen -t rsa -b 4096 -C “your_email@example.com”

In this command:

• -t rsa specifies the type of key to create. In this case, we’re creating an RSA key.
• -b 4096 specifies the number of bits in the key. In this case, we’re creating a 4096-bit key.
• -C "your_email@example.com" adds a comment to the key. This can be any text you like, but it’s common to use your email address.

After running this command, ssh-keygen will prompt you for a location to save the key pair and for a passphrase to secure the private key. You can accept the default location by pressing Enter, or you can specify a different location if you prefer. If you don’t want to use a passphrase, you can leave it blank by pressing Enter.

Adding a Key to the SSH Agent on Ubuntu

On Ubuntu, you can add a key to the ssh-agent by following these steps:

1. Open the terminal.
2. Make sure ssh-agent is running. You can start it by running the eval "$(ssh-agent -s)" command.
3. Run the ssh-add ~/.ssh/id_rsa command to add your first key (the one you commonly use) to the ssh-agent. If your key file is not in the default location (i.e., ~/.ssh/id_rsa), replace the path in the command with the actual path of your key file.
4. If your key has a passphrase, you will be prompted to enter it. Enter the passphrase and press Enter.

After completing these steps, you have successfully added your first key to the ssh-agent. Now when you use SSH to connect to a remote server, the ssh-agent will automatically provide your private key.

Viewing Keys in the SSH Agent on Ubuntu

On Ubuntu, you can view the keys added to the ssh-agent by running the ssh-add -l command. This command lists the fingerprints of all keys in the ssh-agent.