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State-of-the-art deep learning (DL) models for natural language processing and computer vision tasks are complex, multi-layered neural networks with billions of parameters that can take thousands of GPU hours to train. Long model training time slows down experimentation and hinders innovation. Amazon SageMaker Training Compiler is a new DL compiler that accelerates model training by up to 50 percent through optimizations that use memory and compute resources on GPUs more efficiently, helping you spend less time and fewer resources on model training. Join this session for a deep dive into SageMaker Training Compiler. Learn more about re:Invent 2021 at https://bit.ly/3IvOLtK 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. #AWS #AmazonWebServices #CloudComputing