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Over the past decade, NVIDIA has been able to illustrate the effectiveness of its GPUs across the board for both deep learning training and inference. As these models become larger, the inherent need to scale up for training and scale out for deploying such large models has become a necessity. In this session, walk through a few NVIDIA software stacks for efficient distributed training as well as streamlined deployment. Dive deep into how Amazon adopts them for some of their most demanding workloads. Also, consider the use of these SDKs on AWS. This presentation is brought to you by NVIDIA, an AWS Partner. Learn more about AWS re:Invent at https://go.aws/3ikK4dD. Subscribe: More AWS videos http://bit.ly/2O3zS75 More AWS events videos http://bit.ly/316g9t4 ABOUT AWS Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world’s most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster. #reInvent2022 #AWSreInvent2022 #AWSEvents