Adding GPUs to Docker Swarm and Running GPU-Enabled Services
Introduction This guide will walk you through the process of attaching GPUs to a Docker Swarm node and running services that can utilize these GPUs. This setup is particularly useful for running GPU-intensive workloads in a distributed environment. Assumptions You are running a recent version of Ubuntu (Noble 24.04 LTS in this case). You have NVIDIA drivers already installed (preferably the -server version). If not, follow the instructions at Ubuntu’s NVIDIA driver installation guide. You have Docker and Docker Swarm already set up on your system. Steps to Add GPUs to Docker Swarm 1. Identify Your GPU First, we need to find the UUID of the GPU you want to attach to Docker Swarm. ...