Tutorial

SageMaker Model Parallelism: Achieving Faster and more Efficient Training with PyTorch FSDP

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Introduction¶ Training deep learning models at scale can be a challenging task. As models grow larger, the memory requirements for training increase exponentially. Furthermore, distributing the workload across multiple accelerators in a cluster introduces additional complexities in terms of communication and synchronization. To address these challenges, Amazon SageMaker now offers the SageMaker Model Parallelism feature, …

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Introduction to Amazon Cognito

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Amazon Cognito is a fully managed user identity and access management service provided by Amazon Web Services (AWS). It offers developers an easy way to add authentication, authorization, and user management capabilities to their web and mobile applications. With the recent launch of the Cape Town Region in Africa, developers in this region can now …

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Announcing SSH Support for Amazon CodeCatalyst Dev Environments

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SSH support for Dev Environments significantly enhances the functionality and capabilities provided by the integrated IDEs on CodeCatalyst. While these IDEs offer a seamless onboarding and user experience, SSH access unlocks advanced features that were not previously possible. In this guide, we will explore the benefits and use cases of SSH support on CodeCatalyst Dev …

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Introduction

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In recent years, the importance of secure and encrypted communication over the internet has grown significantly. With the rise of cloud computing and the need for efficient management of hybrid cloud configurations, securing DNS traffic has become a critical concern. Amazon Route 53 Resolver endpoints have now introduced support for DNS-over-HTTPS (DoH), providing enhanced security …

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Introduction

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NetApp System Manager is a powerful web-based interface that enables NetApp customers to configure, manage, and monitor their ONTAP file systems effectively. With the recent update, FSx for NetApp ONTAP now supports using NetApp System Manager for seamless file system management. This integration brings enhanced flexibility to customers and provides a familiar data management option …

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Introduction

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In this guide, we will explore the newly introduced feature of Amazon Simple Notification Service (Amazon SNS) FIFO topics in the AWS GovCloud (US) Regions. We will dive into the technical details, use cases, and benefits of using SNS FIFO in combination with Amazon Simple Queue Service (Amazon SQS) FIFO queues. Table of Contents¶ Introduction …

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AWS Clean Rooms: Complying with ISO and SOC Standards

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Introduction¶ In today’s data-driven world, businesses are increasingly relying on partnerships and collaborations to drive growth and innovation. However, sharing sensitive data with partners while ensuring its security and complying with industry standards can be a challenge. This is where AWS Clean Rooms comes in – a fully managed analytics service that enables secure collaboration …

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AWS Direct Connect: A Comprehensive Guide to Connecting Your Network to AWS in Calgary, Canada

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Introduction¶ In a bid to enhance connectivity and provide efficient cloud solutions to businesses in Canada, AWS has announced the opening of two new AWS Direct Connect locations in Calgary. This guide aims to provide a comprehensive overview of AWS Direct Connect, its benefits, and how you can connect your network to AWS in Calgary. …

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