NVIDIA GPUs on Azure An AI-First Infrastructure and Toolchain for Any Scale October 2021 Table of Contents Overview ....................................................................................................................................................... 3 The Motivating Need for an AI-First Approach ...................................................................................... 4 AI-First Infrastructure that Scales-Up-and-Out ...................................................................................... 8 AI-First Infrastructure at Any Scale ......................................................................................................... 11 Building and Operationalizing Models on AI-First Infrastructure

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