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Amazon Web Services (AWS) has announced the general availability of Amazon Elastic Compute Cloud (EC2) Capacity Blocks for ML, a first-of-its-kind consumption model that enables customers to access GPU compute capacity to run their short duration machine learning (ML) workloads. With EC2 Capacity Blocks, customers can reserve hundreds of NVIDIA GPUs colocated in Amazon EC2 UltraClusters designed for high-performance ML workloads. Advancements in ML have unlocked opportunities for organizations of all sizes and across all industries to invent new products and transform their businesses.