Experimental News Clipping Site

Tag: throughput

  • The Register: Nvidia’s Vera Rubin CPU, GPU roadmap charts course for hot-hot-hot 600 kW racks

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    Kurt Seifried
    in

    Source URL: https://www.theregister.com/2025/03/19/nvidia_charts_course_for_600kw/ Source: The Register Title: Nvidia’s Vera Rubin CPU, GPU roadmap charts course for hot-hot-hot 600 kW racks Feedly Summary: Now that’s what we call dense floating-point compute GTC Nvidia’s rack-scale compute architecture is about to get really hot.… AI Summary and Description: Yes Summary: The text provides a comprehensive overview of Nvidia’s…

  • Hacker News: Nvidia Dynamo: A Datacenter Scale Distributed Inference Serving Framework

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    Kurt Seifried
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    Source URL: https://github.com/ai-dynamo/dynamo Source: Hacker News Title: Nvidia Dynamo: A Datacenter Scale Distributed Inference Serving Framework Feedly Summary: Comments AI Summary and Description: Yes Summary: NVIDIA Dynamo is an innovative open-source framework for serving generative AI models in distributed environments, focusing on optimized inference performance and flexibility. It is particularly relevant for practitioners in Cloud…

  • Cloud Blog: Google Cloud at GTC: A4 VMs now generally available, A4X VMs in preview

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/products/compute/google-cloud-goes-to-nvidia-gtc/ Source: Cloud Blog Title: Google Cloud at GTC: A4 VMs now generally available, A4X VMs in preview Feedly Summary: At Google Cloud, we’re thrilled to return to NVIDIA’s GTC AI Conference in San Jose CA this March 17-21 with our largest presence ever. The annual conference brings together thousands of developers, innovators,…

  • The Register: Nvidia punts silicon photonic switches to keep GPUs fed with data

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    Kurt Seifried
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    Source URL: https://www.theregister.com/2025/03/18/nvidia_punts_silicon_photonic_switches/ Source: The Register Title: Nvidia punts silicon photonic switches to keep GPUs fed with data Feedly Summary: Power sipping bandwidth bottleneck busters – or that’s the hope, anyway GTC Nvidia is set to make available Ethernet and InfiniBand switches featuring silicon photonics with co-packaged optics to advance its vision of datacenters with…

  • Cloud Blog: Five tips and tricks to improve your AI workloads

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/products/ai-machine-learning/reduce-cost-and-improve-your-ai-workloads/ Source: Cloud Blog Title: Five tips and tricks to improve your AI workloads Feedly Summary: Recently, we announced Gemini Code Assist for individuals, a free version of our AI coding assistant. Technology that was previously available only to the biggest enterprises is now within reach for startups and individual developers. The same…

  • Cloud Blog: Accelerate AI/ML workloads using Cloud Storage hierarchical namespace

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/products/storage-data-transfer/cloud-storage-hierarchical-namespace-improves-aiml-checkpointing/ Source: Cloud Blog Title: Accelerate AI/ML workloads using Cloud Storage hierarchical namespace Feedly Summary: As AI and machine learning (ML) workloads continue to grow, the infrastructure supporting them must evolve to meet their unique demands. Here on the Google Cloud Storage team, we’re committed to providing AI/ML practitioners with tools to optimize…

  • Hacker News: Command A: Max performance, minimal compute – 256k context window

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    Kurt Seifried
    in

    Source URL: https://cohere.com/blog/command-a Source: Hacker News Title: Command A: Max performance, minimal compute – 256k context window Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text introduces Command A, a powerful generative AI model designed to meet the performance and security needs of enterprises. It emphasizes the model’s efficiency, cost-effectiveness, and multi-language capabilities…

  • Hacker News: AutoHete: An Automatic and Efficient Heterogeneous Training System for LLMs

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    Kurt Seifried
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    Source URL: https://arxiv.org/abs/2503.01890 Source: Hacker News Title: AutoHete: An Automatic and Efficient Heterogeneous Training System for LLMs Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper introduces AutoHete, a groundbreaking training system designed for heterogeneous environments that significantly enhances the training efficiency of large language models (LLMs). It addresses GPU memory limitations and…

  • AWS News Blog: AWS Pi Day 2025: Data foundation for analytics and AI

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    Kurt Seifried
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    Source URL: https://aws.amazon.com/blogs/aws/aws-pi-day-data-foundation-for-analytics-and-ai/ Source: AWS News Blog Title: AWS Pi Day 2025: Data foundation for analytics and AI Feedly Summary: AWS Pi Day, an annual event commemorating the launch of Amazon S3 in 2006, has evolved from celebrating cloud storage milestones to showcasing cutting-edge developments in data management, analytics, and AI. In 2025, we’re focused…