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Tag: kernels

  • Cloud Blog: Supercharge ML performance on xPUs with the new XProf profiler and Cloud Diagnostics XProf library

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    Kurt Seifried
    in

    Source URL: https://cloud.google.com/blog/topics/developers-practitioners/supercharge-ml-performance-on-xpus-with-the-new-xprof-profiler-and-cloud-diagnostics-xprof-library/ Source: Cloud Blog Title: Supercharge ML performance on xPUs with the new XProf profiler and Cloud Diagnostics XProf library Feedly Summary: Are you spending more time debugging ML model performance than you are building? You’re not alone. In today’s fast-paced AI landscape, optimizing models is a complex challenge, from navigating new model…

  • Simon Willison’s Weblog: Defeating Nondeterminism in LLM Inference

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    by

    Kurt Seifried
    in

    Source URL: https://simonwillison.net/2025/Sep/11/defeating-nondeterminism/#atom-everything Source: Simon Willison’s Weblog Title: Defeating Nondeterminism in LLM Inference Feedly Summary: Defeating Nondeterminism in LLM Inference A very common question I see about LLMs concerns why they can’t be made to deliver the same response to the same prompt by setting a fixed random number seed. Like many others I had…

  • Cloud Blog: How Baseten achieves 225% better cost-performance for AI inference (and you can too)

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    Kurt Seifried
    in

    Source URL: https://cloud.google.com/blog/products/ai-machine-learning/how-baseten-achieves-better-cost-performance-for-ai-inference/ Source: Cloud Blog Title: How Baseten achieves 225% better cost-performance for AI inference (and you can too) Feedly Summary: Baseten is one of a growing number of AI infrastructure providers, helping other startups run their models and experiments at speed and scale. Given the importance of those two factors to its customers,…

  • Cloud Blog: An efficient path to production AI: Kakao’s journey with JAX and Cloud TPUs

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    by

    Kurt Seifried
    in

    Source URL: https://cloud.google.com/blog/products/infrastructure-modernization/kakaos-journey-with-jax-and-cloud-tpus/ Source: Cloud Blog Title: An efficient path to production AI: Kakao’s journey with JAX and Cloud TPUs Feedly Summary: When your messaging platform serves 49 million people – 93% of South Korea’s population – every technical decision carries enormous weight. The engineering team at Kakao faced exactly this challenge when their existing…

  • Slashdot: Microsoft Is Open-Sourcing Its Linux Integration Services Automation Image-Testing Service

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    by

    Kurt Seifried
    in

    Source URL: https://linux.slashdot.org/story/25/05/14/215254/microsoft-is-open-sourcing-its-linux-integration-services-automation-image-testing-service?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: Microsoft Is Open-Sourcing Its Linux Integration Services Automation Image-Testing Service Feedly Summary: AI Summary and Description: Yes Summary: Microsoft has announced a new service for Azure that aims to enhance the deployment and management of Linux distributions, addressing the increasing demand as Linux becomes a predominant operating system within…

  • Hacker News: Aiter: AI Tensor Engine for ROCm

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    by

    Kurt Seifried
    in

    Source URL: https://rocm.blogs.amd.com/software-tools-optimization/aiter:-ai-tensor-engine-for-rocm™/README.html Source: Hacker News Title: Aiter: AI Tensor Engine for ROCm Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses AMD’s AI Tensor Engine for ROCm (AITER), emphasizing its capabilities in enhancing performance across various AI workloads. It highlights the ease of integration with existing frameworks and the significant performance…