Image Overview: gpu-operator-validator

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Minimal gpu-operator-validator container image for gpu-operator-validator.

Download this Image

The image is available on cgr.dev:

docker pull cgr.dev/chainguard-private/gpu-operator-validator:latest

Usage

NVIDIA GPU Operator creates/configures/manages GPUs atop Kubernetes and automates tasks related to bootstrapping GPU nodes.

The gpu-operator-validator image provides the validator for NVIDIA GPU Operator, which runs as a Daemonset and ensures that all components are working as expected on all GPU nodes. This needs to be run on a VM which has GPU support, or a kind cluster which supports GPUs.

Helm Installation for GPU-Operator

You can configure the GPU Operator Validator using the Helm chart

$ helm repo add nvidia https://helm.ngc.nvidia.com/nvidia \
    && helm repo update
$ helm upgrade --install gpu-operator nvidia/gpu-operator \
    --set validator.repository=<cgr-registry> \
    --set validator.image=gpu-operator-validator \
    --set validator.version=latest \
    --set operator.repository=<cgr-registry> \
    --set operator.image=gpu-operator \
    --set operator.version=latest-dev

It might take a couple of minutes for all the pods and deamonsets to be created. Once created you may verify them by looking for the following:

Verify Deployments and Daemonsets

$ kubectl get pods
NAME                                                          READY   STATUS      RESTARTS   AGE
gpu-feature-discovery-pdhdn                                   1/1     Running     0          10m
gpu-operator-6cf77ccd94-jv2dm                                 1/1     Running     0          11m
gpu-operator-node-feature-discovery-gc-7b4fd865f4-578fw       1/1     Running     0          11m
gpu-operator-node-feature-discovery-master-5dff7dbb89-xzsc8   1/1     Running     0          11m
gpu-operator-node-feature-discovery-worker-65gvq              1/1     Running     0          11m
nvidia-container-toolkit-daemonset-zkpsh                      1/1     Running     0          10m
nvidia-cuda-validator-jhz7l                                   0/1     Completed   0          10m
nvidia-dcgm-exporter-vg5wz                                    1/1     Running     0          10m
nvidia-device-plugin-daemonset-gbmd4                          1/1     Running     0          10m
nvidia-operator-validator-qb22l                               1/1     Running     0          10m


# Verify GPU Feature Discovery Deployments
$ kubectl get deploy -l app.kubernetes.io/name=node-feature-discovery

# Verify GPU Feature Discovery Daemonset
$ kubectl get daemonset -l app.kubernetes.io/name=node-feature-discovery

# Verify GPU Operator Deployment
$ kubectl get rs -l app.kubernetes.io/name=gpu-operator

For more information, refer to the documentation:

• https://github.com/NVIDIA/gpu-operator/tree/main/deployments/gpu-operator
• https://catalog.ngc.nvidia.com/orgs/nvidia/teams/cloud-native/containers/gpu-operator-validator