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Setup and configure nodes to support GPUs on k8s, with a focus on AKS nodes. This repo contains steps to build a container image with the Nvidia driver, and dependencies for integration.

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Driver container image for AKS VHD

This repo provides steps to build a container image with all components required for Kubernetes Nvidia GPU integration. Run it as a privileged container in the host PID namespace. It will enter the host mount namespace and install the nvidia drivers, container runtime, and associated libraries on the host, validating their functionality

Build

docker build -f Dockerfile  --build-arg DRIVER_VERSION=??? -t docker.io/alexeldeib/aks-gpu:latest .
docker push docker.io/alexeldeib/aks-gpu:latest

For DRIVER_VERSION, following versions are known to work :

  • 470.82.01
  • 510.47.03
  • 515.65.01

Run

mkdir -p /opt/{actions,gpu}
ctr image pull docker.io/alexeldeib/aks-gpu:latest
ctr run --privileged --net-host --with-ns pid:/proc/1/ns/pid --mount type=bind,src=/opt/gpu,dst=/mnt/gpu,options=rbind --mount type=bind,src=/opt/actions,dst=/mnt/actions,options=rbind -t docker.io/alexeldeib/aks-gpu:latest gpuinstall /entrypoint.sh install

or Docker (untested...)

docker run -it --privileged --net=host --pid=host -v /opt/gpu:/mnt/gpu -v /opt/actions:/mnt/actions --rm docker.io/alexeldeib/aks-gpu:latest install

Note the --with-ns pid:/proc/1/ns/pid and --privileged, as well as the bind mounts, these are key.

Fabric manager installation

This repo also includes an installation script for Nvidia's fabric manager component. There is an existing installation script in the redistributed files, but in the latest versions some of the filepaths changed and it seems broken. This is a workaround until an upstream fix lands. See fabricmanager.md for details.

Contributing

This project welcomes contributions and suggestions. Most contributions require you to agree to a Contributor License Agreement (CLA) declaring that you have the right to, and actually do, grant us the rights to use your contribution. For details, visit https://cla.opensource.microsoft.com.

When you submit a pull request, a CLA bot will automatically determine whether you need to provide a CLA and decorate the PR appropriately (e.g., status check, comment). Simply follow the instructions provided by the bot. You will only need to do this once across all repos using our CLA.

This project has adopted the Microsoft Open Source Code of Conduct. For more information see the Code of Conduct FAQ or contact [email protected] with any additional questions or comments.

Trademarks

This project may contain trademarks or logos for projects, products, or services. Authorized use of Microsoft trademarks or logos is subject to and must follow Microsoft's Trademark & Brand Guidelines. Use of Microsoft trademarks or logos in modified versions of this project must not cause confusion or imply Microsoft sponsorship. Any use of third-party trademarks or logos are subject to those third-party's policies.

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Setup and configure nodes to support GPUs on k8s, with a focus on AKS nodes. This repo contains steps to build a container image with the Nvidia driver, and dependencies for integration.

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