AWS re:Invent 2020: AWS infrastructure for large-scale distributed ML training

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Amazon EC2 provides the broadest and deepest portfolio of instances for machine learning (ML) applications. From P3 instances that provide the best performance for ML training to G4 instances for inference and Inf1 instances that provide the lowest-cost ML inference in the cloud, there’s a right instance for each of your ML workload needs. This session provides a deep dive into these instances, discussing benchmarks and providing guidelines on ideal use cases for each instance. It includes a demo on initiating and scaling ML workloads in production.

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