Open source observability for AWS Inferentia nodes within Amazon EKS clusters

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892000-04:00", "name": "accelerator-workspace", "notificationDestinations": [ "SNS" ], "status": "ACTIVE", "tags": {} } ] } Assign the values of id and endpoint to the following environment variables: export COA_AMG_WORKSPACE_ID="<<YOUR-WORKSPACE-ID, similar to the above g-XYZ, without quotation marks>>" export COA_AMG_ENDPOINT_UR...

Higher-For-Longer Risk For Rates Drives Up Treasury Yields

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As noted earlier this month, several ‘fair value’ models for the 10-year yield continue to suggest that a hefty market premium endures, which implies that the benchmark rate faces headwinds to ongoing increases... Another approach to putting the market-based 10-year yield into perspective is by comparing it with estimates of the term premium, or the compensation that investors demand for the ...

Macro Briefing: 17 April 2024

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* Fed Chair Powell says there’s been a ‘lack of further progress’ on inflation * US expected to grow at double the rate of G7 peers in 2024, predicts IMF * Free-market policies are fading around the world, and that worries economists * US industrial output increased for second month in March * US housing starts in March fall to slowest pace in seven months:US 10-year Treasury yield rises ...

Amazon CloudWatch Internet Weather Map – View and analyze internet health

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New Map The new Amazon CloudWatch Internet Weather Map is here to help! Built atop of collection of global monitors operated by AWS, you get a broad, global view of Internet weather, with the ability to zoom in and understand performance and availability issues that affect a particular city... To access the map, open the CloudWatch Console, expand Network monitoring on the left, and click Intern...

Explore data with ease: Use SQL and Text-to-SQL in Amazon SageMaker Studio JupyterLab notebooks

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Amazon SageMaker Studio provides a fully managed solution for data scientists to interactively build, train, and deploy machine learning (ML) models... Then we show how you can enhance the in-notebook SQL experience using Text-to-SQL capabilities provided by advanced large language models (LLMs) to write complex SQL queries using natural language text as input... Finally, to enable a broader audie...

Distributed training and efficient scaling with the Amazon SageMaker Model Parallel and Data Parallel Libraries

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There has been tremendous progress in the field of distributed deep learning for large language models (LLMs), especially after the release of ChatGPT in December 2022... In December 2023, Amazon announced the release of the SageMaker model parallel library 2...0 (SMP), which achieves state-of-the-art efficiency in large model training, together with the SageMaker distributed data parallelism lib...

Manage your Amazon Lex bot via AWS CloudFormation templates

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Managing your Amazon Lex bots using AWS CloudFormation allows you to create templates defining the bot and all the AWS resources it depends on... The benefits of using CloudFormation include: Consistency – A CloudFormation template provides a more consistent and automated way to deploy and manage the resources associated with an Amazon Lex bot... Version control – With AWS CloudFormati...