Acceleration is all you need (now)

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  "title": "Acceleration is all you need (now)",
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  "url": "https://octo.ai/blog/acceleration-is-all-you-need-techniques-powering-octostacks-10x-performance-boost/"
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  "title": "World Leader in Artificial Intelligence Computing",
  "description": "NVIDIA invents the GPU, creates the largest gaming platform, powers the world’s fastest supercomputer, and drives advances in AI, HPC, gaming, creative design, autonomous vehicles, and robotics.",
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  "content": "<div>\n         <div>\n            <div>\n<div>\n    \t<p>\n\t    \t</p><h2>\n                    NVIDIA DGX Spark Arrives for World’s AI Developers\n\t    \t</h2>\n    \t<p></p>\n     </div>\n<div>\n\t\t\t\t<p><span>NVIDIA and its partners are shipping DGX Spark, the world’s smallest AI supercomputer.</span></p>\n\t\t\t</div>\n</div>\n<div>\n<div>\n    \t<p>\n\t    \t</p><h2>\n                    Data Center\n\t    \t</h2>\n    \t<p></p>\n     </div>\n<div>\n    \t<p>\n\t    \t</p><h2>\n                    NVIDIA Blackwell Delivers 15x Inference ROI\n\t    \t</h2>\n    \t<p></p>\n     </div>\n<div>\n\t\t\t\t<p><span>The first independent AI cost benchmarks show NVIDIA Blackwell GB200 NVL72 can deliver up to $75M in token revenue over three years for DeepSeek-R1. </span></p>\n\t\t\t</div>\n</div>\n<div>\n<div>\n    \t<p>\n\t    \t</p><h2>\n                    Spectrum-X Ethernet Switches Speed Up Meta and Oracle\n\t    \t</h2>\n    \t<p></p>\n     </div>\n<div>\n\t\t\t\t<p><span>Hyperscalers adopt NVIDIA open networking to drive gigascale AI data center performance.</span></p>\n\t\t\t</div>\n</div>\n<div>\n<div>\n    \t<p>\n\t    \t</p><h2>\n                    Data Center\n\t    \t</h2>\n    \t<p></p>\n     </div>\n<div>\n    \t<p>\n\t    \t</p><h2>\n                    NVIDIA, Partners Drive Next-Gen AI Factories With NVIDIA Vera Rubin\n\t    \t</h2>\n    \t<p></p>\n     </div>\n<div>\n\t\t\t\t<p><span>Partners are tapping NVIDIA Vera Rubin NVL144, NVIDIA MGX™, and NVIDIA Kyber for energy-efficient AI factories.</span></p>\n\t\t\t</div>\n</div>\n<div>\n<div>\n    \t<p>\n\t    \t</p><h2>\n                    NVIDIA GTC\n\t    \t</h2>\n    \t<p></p>\n     </div>\n<div>\n    \t<p>\n\t    \t</p><h2>\n                    See Jensen Huang's Keynote at GTC Washington, D.C.\n\t    \t</h2>\n    \t<p></p>\n     </div>\n<div>\n                \t<p><span>October 28-29  |  Walter E. Convention Center</span></p> \n<p><span>NVIDIA’s CEO will take the stage to explore the latest in AI. Get your pass to attend in person. </span></p>\n                </div>\n</div>\n<div>\n<div>\n    \t<p>\n\t    \t</p><h2>\n                    NVIDIA GTC\n\t    \t</h2>\n    \t<p></p>\n     </div>\n<div>\n    \t<p>\n\t    \t</p><h2>\n                    GTC Live Washington, D.C.\n\t    \t</h2>\n    \t<p></p>\n     </div>\n<div>\n                \t<p><span><strong>October 28, 8:30 a.m. ET | Walter E. Convention Center</strong></span></p> \n<p><span>Join Patrick Moorhead (Moor Insights &amp; Strategy), Brad Gerstner (Altimeter), and Kristina Partsinevelos (CNBC) for the keynote pregame.  <a target=\"_blank\" href=\"https://www.nvidia.com/en-us/gtc/dc/keynote/?modal=pregame-calendar\">Add livestream to calendar</a>.</span></p>\n                </div>\n</div>\n         </div>\n\t\t    <div>\n\t\t            <div>\n\t\t                <p><label>Data Center</label></p><p>NVIDIA DGX Spark Arrives for World’s AI Developers</p>\n\t\t            </div>\n\t\t            <div>\n\t\t                <p><label>Data Center</label></p><p>NVIDIA Blackwell Delivers 15x Inference ROI</p>\n\t\t            </div>\n\t\t            <div>\n\t\t                <p><label>Networking</label></p><p>Spectrum-X Ethernet Switches Speed Up Meta and Oracle</p>\n\t\t            </div>\n\t\t            <div>\n\t\t                <p><label>Data Center</label></p><p>NVIDIA, Partners Drive Next-Gen AI Factories With NVIDIA Vera Rubin</p>\n\t\t            </div>\n\t\t            <div>\n\t\t                <p><label>NVIDIA GTC</label></p><p>See Jensen Huang's Keynote at GTC Washington, D.C.</p>\n\t\t            </div>\n\t\t            <div>\n\t\t                <p><label>NVIDIA GTC</label></p><p>GTC Live Washington, D.C.</p>\n\t\t            </div>\n\t\t        </div>\n        <ol>\n            <li>Data Center</li>\n<li>Data Center</li>\n<li>Networking</li>\n<li>Data Center</li>\n<li>NVIDIA GTC</li>\n<li>NVIDIA GTC</li>\n        </ol>\n    </div>",
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