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# Prerequisite
NVIDIA container toolkit
sudo apt -y install build-essential nvidia-cuda-toolkit nvidia-headless-495 nvidia-utils-495 libnvidia-encode-495 \
& & distribution=$(. /etc/os-release;echo $ID$VERSION_ID) \
& & curl -s -L https://nvidia.github.io/nvidia-docker/gpgkey | sudo apt-key add - \
& & curl -s -L https://nvidia.github.io/nvidia-docker/$distribution/nvidia-docker.list | sudo tee /etc/apt/sources.list.d/nvidia-docker.list \
& & sudo apt update \
& & sudo apt -y install nvidia-container-toolkit nvidia-container-runtime nvidia-docker2
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DCGM on host machine running Nvidia GPU
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wget https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2004/x86_64/cuda-ubuntu2004.pin \
& & sudo mv cuda-ubuntu2004.pin /etc/apt/preferences.d/cuda-repository-pin-600 \
& & sudo apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2004/x86_64/7fa2af80.pub \
& & sudo add-apt-repository "deb https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2004/x86_64/ /" \
& & sudo apt update \
& & sudo apt install -y datacenter-gpu-manager \
& & sudo systemctl --now enable nvidia-dcgm
## Deployment
1. Modify the prometheus configuration template `/etc/prometheus/prometheus.yml` location.
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# job for nvidia DCGM exporter
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- job_name: 'nvidia_exporter'
static_configs:
- targets: ['nvidia_exporter:9400'] # if nvidia_exporter container is not on same docker network , change this line to "- targets: ['whichever ip your host is:9400']"
# Additional Referfences
[Official DCGM Documentations ](https://github.com/NVIDIA/DCGM )
[Nvidia container toolkit ](https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/install-guide.html#install-guide )
[Nvidia DCGM exporter Documentation ](https://github.com/NVIDIA/dcgm-exporter ) and (https://docs.nvidia.com/datacenter/cloud-native/gpu-telemetry/dcgm-exporter.html)
[Official Prometheus Documentation ](https://prometheus.io/docs/introduction/overview/ )
[Some grafana dashboard, not perfect, old, but configurable ](https://grafana.com/grafana/dashboards/11578 )