gpu-server-monitor 0.2.3

GPU cluster monitoring service

GPU Monitor

GPU Monitor is a browser-based tool for checking GPU usage across multiple servers. Configure your servers, start the web service, and open the page to see GPU memory usage, utilization, and active compute processes.

Preview

What It Is For

• Check whether GPUs are currently available across multiple servers.
• View GPU memory usage and utilization.
• See which users and processes are using GPUs.
• Keep the last successful data visible when a server is temporarily unreachable.

Requirements

Before using GPU Monitor, make sure you have:

• Python 3.11 or newer installed.
• SSH access from this machine to the servers you want to monitor.
• NVIDIA drivers installed on the target servers.
• nvidia-smi available on the target servers.

You can verify SSH and GPU access with:

ssh server-a nvidia-smi

Replace server-a with your own SSH host name or server address.

Installation

Install GPU Monitor from PyPI:

python -m pip install gpu-server-monitor

If python is not the command for your Python environment, replace it with the interpreter you normally use.

Server Configuration

Create a configuration file:

gpu-monitor init -c ./config.toml

Edit the generated TOML file and add the servers you want to monitor.

The recommended approach is to keep connection details in your normal SSH config file, such as ~/.ssh/config on Linux/macOS or %USERPROFILE%\.ssh\config on Windows:

Host server-a
    HostName 10.0.0.11
    User your_username
    Port 22
    IdentityFile ~/.ssh/id_rsa

Then the GPU Monitor configuration only needs the SSH host name:

poll_interval_seconds = 20

[[servers]]
Host = "server-a"

You can also put connection details directly in the GPU Monitor configuration:

poll_interval_seconds = 20

[[servers]]
Host = "server-b"
HostName = "10.0.0.12"
User = "your_username"
Port = 22
IdentityFile = "~/.ssh/id_rsa"
ConnectTimeout = 5

To monitor more servers, add more [[servers]] blocks.

Running

Run GPU Monitor with:

gpu-monitor run -c ./config.toml -H 127.0.0.1 -p 8000

Then open this address in your browser:

http://127.0.0.1:8000/

Troubleshooting

No servers appear on the page

Check that the TOML file passed to -c contains at least one [[servers]] block and that each Host value is spelled correctly.

A server cannot be reached

First test the connection from your terminal:

ssh server-a nvidia-smi

If this command fails, fix the SSH login, key, port, or network issue first.

Configuration changes do not appear

Restart GPU Monitor after editing the configuration file.