AWS Open Source Blog

Category: Amazon Machine Learning

EKS performance - resnet50.

Best Practices for Optimizing Distributed Deep Learning Performance on Amazon EKS

中文版 – In this post, we will demonstrate how to create a fully-managed Kubernetes cluster on AWS using Amazon Elastic Container Service for Kubernetes (Amazon EKS), and how to run distributed deep learning training jobs using Kubeflow and the AWS FSx CSI driver. We then will discuss best practices to optimize machine learning training performance […]

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SAM - What's next? You!

Open Source News Roundup: April 13, 2018

Open Source News from the AWS Summit San Francisco The AWS Summit in San Francisco on April 4th saw a slew of announcements, including some in open source: SAM Implementation is now open source! “In 2016, we launched SAM and opened up the SAM specification on this Github repo to invite collaborators. We’ve loved your […]

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editing open source AWS documentation

Open Source News Roundup: March 30, 2018

AWS Documentation is Now Open Source and On GitHub Earlier this year we made the AWS SDK developer guides available as GitHub repos (all found within the awsdocs organization) and invited interested parties to contribute changes and improvements in the form of pull requests. We have now added over 138 additional developer and user guides […]

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