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Deep Dive on AWS Infrastructure Powering the Generative AI Boom

AWS Events via YouTube

Overview

Dive into a technical conference session from AWS re:Invent 2023 exploring the robust infrastructure powering generative AI applications on AWS. Discover the cutting-edge machine learning infrastructure components, including high-performance GPUs, AWS-specific accelerators like Trainium and Inferentia, and advanced networking capabilities with Elastic Fabric Adapter offering 3,200 Gbps throughput. Explore real-world case studies from AWS customers who have successfully scaled large text and image generation models across various products and services. Learn about the integration of Amazon FSx for Lustre for high-throughput data processing and understand why AWS positions itself as the optimal platform for training and deploying AI models in the cloud. Gain valuable insights into how AWS's comprehensive infrastructure solutions support the growing demands of generative AI development and deployment at scale.

Syllabus

AWS re:Invent 2023 - A deep dive on AWS infrastructure powering the generative AI boom (CMP201)

Taught by

AWS Events

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