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Tag: resource utilization

  • Cloud Blog: How to calculate your AI costs on Google Cloud

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    Kurt Seifried
    in

    Source URL: https://cloud.google.com/blog/topics/cost-management/unlock-the-true-cost-of-enterprise-ai-on-google-cloud/ Source: Cloud Blog Title: How to calculate your AI costs on Google Cloud Feedly Summary: What is the true cost of enterprise AI? As a technology leader and a steward of company resources, understanding these costs isn’t just prudent – it’s essential for sustainable AI adoption. To help, we’ll unveil a comprehensive…

  • Slashdot: Inception Emerges From Stealth With a New Type of AI Model

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    Kurt Seifried
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    Source URL: https://slashdot.org/story/25/02/26/2257224/inception-emerges-from-stealth-with-a-new-type-of-ai-model?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: Inception Emerges From Stealth With a New Type of AI Model Feedly Summary: AI Summary and Description: Yes Summary: Inception, a startup led by Stanford professor Stefano Ermon, has developed a highly efficient diffusion-based large language model (DLM) that surpasses traditional models in both speed and cost-effectiveness. By enabling…

  • Cloud Blog: Optimizing image generation pipelines on Google Cloud: A practical guide

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/products/ai-machine-learning/guide-to-optimizing-image-generation-pipelines/ Source: Cloud Blog Title: Optimizing image generation pipelines on Google Cloud: A practical guide Feedly Summary: Generative AI diffusion models such as Stable Diffusion and Flux produce stunning visuals, empowering creators across various verticals with impressive image generation capabilities. However, generating high-quality images through sophisticated pipelines can be computationally demanding, even with…

  • Cloud Blog: Introducing A4X VMs powered by NVIDIA GB200 — now in preview

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/products/compute/new-a4x-vms-powered-by-nvidia-gb200-gpus/ Source: Cloud Blog Title: Introducing A4X VMs powered by NVIDIA GB200 — now in preview Feedly Summary: The next frontier of AI is reasoning models that think critically and learn during inference to solve complex problems. To train and serve this new class of models, you need infrastructure with the performance and…

  • Cloud Blog: With MultiKueue, grab GPUs for your GKE cluster, wherever they may be

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    Kurt Seifried
    in

    Source URL: https://cloud.google.com/blog/products/containers-kubernetes/using-multikueue-to-provision-global-gpu-resources/ Source: Cloud Blog Title: With MultiKueue, grab GPUs for your GKE cluster, wherever they may be Feedly Summary: Artificial Intelligence (AI) and large language models (LLMs) are experiencing explosive growth, powering applications from machine translation to artistic creation. These technologies rely on intensive computations that require specialized hardware resources, like GPUs. But…

  • Hacker News: Meta’s Hyperscale Infrastructure: Overview and Insights

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    Kurt Seifried
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    Source URL: https://cacm.acm.org/research/metas-hyperscale-infrastructure-overview-and-insights/ Source: Hacker News Title: Meta’s Hyperscale Infrastructure: Overview and Insights Feedly Summary: Comments AI Summary and Description: Yes Summary: The text provides an in-depth overview of Meta’s hyperscale infrastructure, highlighting its engineering culture, productivity initiatives, hardware-software co-design, and innovative strategies for optimizing performance and reducing costs. The insights offered are relevant for…

  • Hacker News: Better AI Is a Matter of Timing

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    Kurt Seifried
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    Source URL: https://spectrum.ieee.org/mems-time Source: Hacker News Title: Better AI Is a Matter of Timing Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses innovations in clock technology for AI workloads, highlighting SiTime’s new MEMS-based Super-TCXO clock. This advancement aims to provide enhanced synchronization, energy savings, and improved efficiency in data centers, particularly…

  • Cloud Blog: Blackwell is here — new A4 VMs powered by NVIDIA B200 now in preview

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/products/compute/introducing-a4-vms-powered-by-nvidia-b200-gpu-aka-blackwell/ Source: Cloud Blog Title: Blackwell is here — new A4 VMs powered by NVIDIA B200 now in preview Feedly Summary: Modern AI workloads require powerful accelerators and high-speed interconnects to run sophisticated model architectures on an ever-growing diverse range of model sizes and modalities. In addition to large-scale training, these complex models…

  • Hacker News: DeepSeek’s AI breakthrough bypasses industry-standard CUDA, uses PTX

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    Kurt Seifried
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    Source URL: https://www.tomshardware.com/tech-industry/artificial-intelligence/deepseeks-ai-breakthrough-bypasses-industry-standard-cuda-uses-assembly-like-ptx-programming-instead Source: Hacker News Title: DeepSeek’s AI breakthrough bypasses industry-standard CUDA, uses PTX Feedly Summary: Comments AI Summary and Description: Yes Summary: DeepSeek’s recent achievement in training a massive language model using 671 billion parameters has garnered significant attention due to its innovative optimizations and the use of Nvidia’s PTX programming. This breakthrough…