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AI & Machine Learning · Advanced

Kubernetes GPU Operator

An NVIDIA operator that automates deployment of drivers, container toolkit, device plugin and monitoring for GPUs in Kubernetes.

Definition

The GPU Operator installs and manages NVIDIA drivers, the NVIDIA Container Toolkit, the device plugin that exposes nvidia.com/gpu resources, DCGM exporter and MIG configuration. The Network Operator does the same for RDMA networking.

Exam tip

The GPU Operator removes the need to install NVIDIA drivers and toolkits manually on each Kubernetes node.

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