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Secure short-term GPU capacity for ML workloads with EC2 Capacity Blocks for ML and SageMaker training plans

AWS Machine Learning BlogΒ·May 7, 2026

This post explains how to secure reserved short-term GPU capacity for ML workloads using Amazon EC2 Capacity Blocks for ML and SageMaker training plans. These solutions help address GPU availability challenges for tasks like load testing, model validation, and time-bound workshops.

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