Sept. 12, 2023, 6:24 p.m. | Itamar Perez

DEV Community

Enabling GPU Nodes for PyTorch Workloads on EKS with Autoscaling

Amazon Elastic Kubernetes Service (EKS) provides a managed Kubernetes service that makes it easier for users to run Kubernetes on AWS without needing to install, operate, and maintain their own Kubernetes control plane or nodes. When running machine learning workloads, especially those that require GPU acceleration like PyTorch, it's essential to set up GPU nodes. This article will guide you through the process of setting up GPU nodes for PyTorch …

amazon amazon elastic kubernetes service aws control eks elastic enabling gpu install kubernetes machine machine learning managed plane pytorch running service terraform workloads

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