gpu-monitoring-tools

Helm charts for GPU metrics

To collect and visualize NVIDIA GPU metrics in a Kubernetes cluster, use the provided Helm chart to deploy DCGM-Exporter.

For full instructions on setting up Prometheus (using kube-prometheus-stack) and Grafana with DCGM-Exporter, review the documentation

Install Helm charts

First, install Helm v3 using the official script:

curl -fsSL -o get_helm.sh https://raw.githubusercontent.com/helm/helm/master/scripts/get-helm-3 && \
    chmod 700 get_helm.sh && \
    ./get_helm.sh

Next, setup the Helm repo:

helm repo add gpu-helm-charts \
    https://nvidia.github.io/gpu-monitoring-tools/helm-charts

Update the repo:

helm repo update

Install the official chart for DCGM-Exporter:

helm install \
    --generate-name \
    gpu-helm-charts/dcgm-exporter

GPU Metrics Dashboard

We provide an official dashboard on Grafana: https://grafana.com/grafana/dashboards/12239

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