Blackwell Architecture for Generative AI

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videoSources.desktop); else video.classList.add('hide'); } } if (video.hasAttribute('poster')) { window.setContainerHeight(containerId); } video.onloadeddata = function() { window.setContainerHeight(containerId); video.play(); } video.onended = () => { if (!video.hasAttribute('loop')) { video.classList.add('hide'); window.setContainerHeight(containerId); } } if (video.hasAttribute('data-nv-lazyload')) { initLazyLoadingVideo(containerId); } else { video.load(); } video.classList.remove('nv-video-load-src'); video.classList.add('nv-video-src-loaded'); } } window.initLazyLoadingImages = (containerId) => { //Select all images that have lazy loading enabled const container = document.getElementById(containerId); const picture = container.querySelector('picture[data-nv-lazyload]'); if (picture) { const imageTarget = picture.querySelector('img'); //Intersection Observer Callback Function const loadImage = (entries, observer) => { const [entry] = entries; if (!entry.isIntersecting) { return; } 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href="https://www.nvidia.com/en-us/launchpad/infra-optimization/experience-vmware-vsphere-distributed-services-engine-on-bluefield-2-dpu/" target="_self" class="global-nav-link"><div class="title no-submenu">Try vSphere on BlueField</div></a></li> </ul></li> <li><a href="https://www.nvidia.com/en-us/data-center/where-to-buy/" target="_self" class="global-nav-link"><div class="title no-submenu">Where to Buy</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/data-center-gpus/gpu-test-drive/" target="_self" class="global-nav-link"><div class="title no-submenu">Test Drive</div></a></li> <li><a href="https://www.nvidia.com/en-us/omniverse/platform/ovx/" target="_self" class="global-nav-link"><div class="title no-submenu">NVIDIA OVX</div></a></li> <span class="nvArrow"></span> </ul> </div> <div class="sub-brand-item" >   <span class="sub-brand-link"> Data Center GPUs <div class="ic-arrow-dropdown"> <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24"> <path d="M7 10l5 5 5-5z" /> <path d="M0 0h24v24H0z" fill="none" /></svg> </div> </span>  <ul class="dropdown-menu bullet" id="nav"> <li><a href="https://www.nvidia.com/en-us/data-center/gb200-nvl72/" target="_self" class="global-nav-link"><div class="title no-submenu">GB200 NVL72</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/hgx/" target="_self" class="global-nav-link"><div class="title no-submenu">HGX</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/h200/" target="_self" class="global-nav-link"><div class="title no-submenu">H200</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/h100/" target="_self" class="global-nav-link"><div class="title no-submenu">H100</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/l4/" target="_self" class="global-nav-link"><div class="title no-submenu">L4</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/l40s/" target="_self" class="global-nav-link"><div class="title no-submenu">L40S</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/l40/" target="_self" class="global-nav-link"><div class="title no-submenu">L40</div></a></li> <li><a href="https://resources.nvidia.com/l/en-us-gpu" target="_self" class="global-nav-link"><div class="title no-submenu">All GPUs</div></a></li> <li><a href="https://docs.nvidia.com/data-center-gpu/line-card.pdf" target="_self" class="global-nav-link"><div class="title no-submenu">Line Card</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/data-center-gpus/gpu-test-drive/" target="_self" class="global-nav-link"><div class="title no-submenu">Test Drive</div></a></li> <span class="nvArrow"></span> </ul> </div> <div class="sub-brand-item" >  <span class="sub-brand-link"> <a href="https://www.nvidia.com/en-us/data-center/software/" class="sub-brand-link">Software</a> <div class="ic-arrow-dropdown"> <svg xmlns="http://www.w3.org/2000/svg" width="24" 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class="title no-submenu">Trial</div></a></li> </ul></li> <li><a href="https://www.nvidia.com/en-us/data-center/base-command/" target="_self" class="global-nav-link"><div class="title no-submenu">Base Command</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/base-command/manager/" target="_self" class="global-nav-link"><div class="title no-submenu">Base Command Manager</div></a></li> <li><a href="https://www.nvidia.com/en-us/technologies/cuda-x/" target="_self" class="global-nav-link"><div class="title no-submenu">CUDA-X</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/dgx-cloud/" target="_self" class="global-nav-link"><div class="title no-submenu">DGX Cloud</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/magnum-io/" target="_self" class="global-nav-link"><div class="title no-submenu">Magnum IO</div></a></li> <li><a href="https://catalog.ngc.nvidia.com/" target="_self" class="global-nav-link"><div class="title no-submenu">NGC Catalog*</div></a></li> <li><a href="https://developer.nvidia.com/networking/doca" target="_self" class="global-nav-link"><div class="title no-submenu">Networking*</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/virtual-solutions/" target="_self" class="global-nav-link"><div class="title no-submenu">Virtualization</div></a></li> <span class="nvArrow"></span> </ul> </div> <div class="sub-brand-item" >   <span class="sub-brand-link"> Technologies <div class="ic-arrow-dropdown"> <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24"> <path d="M7 10l5 5 5-5z" /> <path d="M0 0h24v24H0z" fill="none" /></svg> </div> </span>  <ul class="dropdown-menu bullet" id="nav"> <li><a href="https://www.nvidia.com/en-us/data-center/technologies/blackwell-architecture/" target="_self" class="global-nav-link"><div class="title no-submenu">NVIDIA Blackwell Architecture</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/technologies/hopper-architecture/" target="_self" class="global-nav-link"><div class="title no-submenu">NVIDIA Hopper Architecture</div></a></li> <li><a href="https://www.nvidia.com/en-us/design-visualization/ada-lovelace-architecture/" target="_self" class="global-nav-link"><div class="title no-submenu">NVIDIA Ada Lovelace Architecture</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/solutions/confidential-computing/" target="_self" class="global-nav-link"><div class="title no-submenu">Confidential Computing</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/nvlink-c2c/" target="_self" class="global-nav-link"><div class="title no-submenu">NVLink-C2C</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/nvlink/" target="_self" class="global-nav-link"><div class="title no-submenu">NVLink/NVSwitch</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/tensor-cores/" 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target="_self" class="global-nav-link"><div class="title no-submenu">Training for IT Professionals</div></a></li> <li><a href="https://www.nvidia.com/gtc/" target="_self" class="global-nav-link"><div class="title no-submenu">GTC AI Conference</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/data-center-gpus/tesla-qualified-servers-catalog/" target="_self" class="global-nav-link"><div class="title no-submenu">Qualified Server Catalog</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/where-to-buy/" target="_self" class="global-nav-link"><div class="title no-submenu">Where to Buy</div></a></li> <span class="nvArrow"></span> </ul> </div> <div class="sub-brand-item" > <a href="https://www.nvidia.com/en-us/launchpad/" target="_self" class="sub-brand-link">Get Started</a> </div> <div class="sub-brand-item hide"> <span class="sub-brand-link"> <div class="more-dropdown"> <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 21.4 5"> <path d="M12613.6,1800.5a2.654,2.654,0,1,0-2.6,2.5A2.575,2.575,0,0,0,12613.6,1800.5Zm2.7,0a2.708,2.708,0,1,0,2.7-2.5A2.6,2.6,0,0,0,12616.3,1800.5Zm8.1,0a2.654,2.654,0,1,0,2.6-2.5A2.575,2.575,0,0,0,12624.4,1800.5Z" transform="translate(-12608.3 -1798)" /> </svg> </div> </span> <ul class="dropdown-menu bullet "> <li class="more-element hide"> <span> Solutions </span> <ul class="more-sub-items"> <li><a href="https://www.nvidia.com/en-us/data-center/accelerated-computing-for-enterprise-it/">Accelerated Computing for Enterprise IT</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/gpu-cloud-computing/">Cloud Computing</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/colocation-partners/">Colocation</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/edge-computing/">Edge Computing</a> </li> <li><a href="https://www.nvidia.com/en-us/high-performance-computing/">High Performance Computing</a> </li> <li><a href="https://www.nvidia.com/en-us/networking/">Networking</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/virtualization/">Virtualization</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/solutions/mlops/">MLOps</a> </li> </ul> </li> <li class="more-element hide"> <span> Products </span> <ul class="more-sub-items"> <li><a href=""> DGX</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/products/certified-systems/">NVIDIA-Certified Systems</a> </li> <li><a href="https://www.nvidia.com/en-us/edge-computing/products/igx/">IGX Platform</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/grace-cpu/">Grace CPU</a> </li> <li><a href="https://www.nvidia.com/en-us/networking/products/data-processing-unit/">BlueField DPUs and SuperNICs</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/where-to-buy/">Where to Buy</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/data-center-gpus/gpu-test-drive/">Test Drive</a> </li> <li><a href="https://www.nvidia.com/en-us/omniverse/platform/ovx/">NVIDIA OVX</a> </li> </ul> </li> <li class="more-element hide"> <span> Data Center GPUs </span> <ul class="more-sub-items"> <li><a href="https://www.nvidia.com/en-us/data-center/gb200-nvl72/">GB200 NVL72</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/hgx/">HGX</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/h200/">H200</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/h100/">H100</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/l4/">L4</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/l40s/">L40S</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/l40/">L40</a> </li> <li><a href="https://resources.nvidia.com/l/en-us-gpu">All GPUs</a> </li> <li><a href="https://docs.nvidia.com/data-center-gpu/line-card.pdf">Line Card</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/data-center-gpus/gpu-test-drive/">Test Drive</a> </li> </ul> </li> <li class="more-element hide"> <span> Software </span> <ul class="more-sub-items"> <li><a href="https://www.nvidia.com/en-us/data-center/products/ai-enterprise/">AI Enterprise Suite</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/base-command/">Base Command</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/base-command/manager/">Base Command Manager</a> </li> <li><a href="https://www.nvidia.com/en-us/technologies/cuda-x/">CUDA-X</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/dgx-cloud/">DGX Cloud</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/magnum-io/">Magnum IO</a> </li> <li><a href="https://catalog.ngc.nvidia.com/">NGC Catalog*</a> </li> <li><a href="https://developer.nvidia.com/networking/doca">Networking*</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/virtual-solutions/">Virtualization</a> </li> </ul> </li> <li class="more-element hide"> <span> Technologies </span> <ul class="more-sub-items"> <li><a href="https://www.nvidia.com/en-us/data-center/technologies/blackwell-architecture/">NVIDIA Blackwell Architecture</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/technologies/hopper-architecture/">NVIDIA Hopper Architecture</a> </li> <li><a href="https://www.nvidia.com/en-us/design-visualization/ada-lovelace-architecture/">NVIDIA Ada Lovelace Architecture</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/solutions/confidential-computing/">Confidential Computing</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/nvlink-c2c/">NVLink-C2C</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/nvlink/">NVLink/NVSwitch</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/tensor-cores/">Tensor Cores</a> </li> <li><a href="https://www.nvidia.com/en-us/technologies/multi-instance-gpu/">Multi-Instance GPU</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/index-paraview-plugin/">IndeX ParaView Plugin</a> </li> <li><a href="https://www.nvidia.com/en-us/ai-data-science/products/morpheus/">Cybersecurity - Morpheus</a> </li> </ul> </li> <li class="more-element hide"> <span> Resources </span> <ul class="more-sub-items"> <li><a href="https://www.nvidia.com/en-us/gpu-accelerated-applications/">Applications</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/sustainable-computing/energy-efficiency-calculator/">Energy Efficiency Calculator</a> </li> <li><a href="https://www.nvidia.com/en-us/gpu-cloud/">NVIDIA NGC</a> </li> <li><a href="https://www.nvidia.com/en-us/training/">Technical Training</a> </li> <li><a href="https://academy.nvidia.com/en/">Training for IT Professionals</a> </li> <li><a href="https://www.nvidia.com/gtc/">GTC AI Conference</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/data-center-gpus/tesla-qualified-servers-catalog/">Qualified Server Catalog</a> </li> <li><a href="https://www.nvidia.com/en-us/data-center/where-to-buy/">Where to Buy</a> </li> </ul> </li> <li class="more-element hide"> <a href="https://www.nvidia.com/en-us/launchpad/">Get Started</a> </li> <span class="nvArrow"></span> </ul> </div> </div> <div class="brand-nav-right ">  <a href="#" class="ic-menu unsubset" title="Menu"> <svg id="menu-icon" version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" x="0px" y="0px" viewBox="0 0 24 24"> <line id="menu-line-top" class="menu-line" x1="1" y1="6" x2="23" y2="6" stroke-width="2.4" vector-effect="non-scaling-stroke" /> <line id="menu-line-mid" class="menu-line" x1="1" y1="12" x2="23" y2="12" stroke-width="2.4" vector-effect="non-scaling-stroke" /> <line id="menu-line-bot" class="menu-line" x1="1" y1="18" x2="23" y2="18" stroke-width="2.4" vector-effect="non-scaling-stroke" /> </svg> </a> </div> </div> <div style="opacity: 0;" class="lightbox-background tablet-only hide"></div> <div 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class="ip-nav-cta-cont"> <div> <div><div class="nv_button nv-button button"> <div class="nv-button-standard button-left button-lap-left button-tab-left button-mob-left"> <a id="nv-button-6c949a00ea" class="btn-content btncta " target="_modal" data-cmp-clickable="false " href="#notify-me"> <span class="btn-text">Notify Me</span> </a> </div> </div> </div> </div> </div> </div> </div> </div> <div class="nv-container container responsivegrid aem-GridColumn aem-GridColumn--default--12"> <div id="intro" class="p-t-75 p-b-75 lap-p-t-75 lap-p-b-75 tab-p-t-45 tab-p-b-45 mob-p-t-45 mob-p-b-45 d-top-align d-left-align l-left-align l-top-align t-left-align t-top-align m-top-align m-left-align d-content-align-top l-content-align-top t-content-align-top m-content-align-top " data-cmp-is="nv-container" data-cmp-breadcrumbColor="none"> <div class="general-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="nv-title text h--medium aem-GridColumn--default--none 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Building upon generations of <a href="https://www.nvidia.com/en-us/technologies/">NVIDIA technologies</a>, Blackwell defines the next chapter in generative AI with unparalleled performance, efficiency, and scale. </span> </p> </div> </div> </div> </div> </div> </div> </div> </div> <div class="nv-container container responsivegrid aem-GridColumn aem-GridColumn--default--12"> <div id="breakthroughs" class="p-t-75 p-b-75 lap-p-t-75 lap-p-b-75 tab-p-t-45 tab-p-b-45 mob-p-t-45 mob-p-b-45 d-top-align d-left-align l-left-align l-top-align t-left-align t-top-align m-top-align m-left-align d-content-align-top l-content-align-top t-content-align-top m-content-align-top " data-cmp-is="nv-container" data-cmp-breadcrumbColor="none" style="background-color:#f7f7f7;"> <div class="general-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 aem-Grid--phone--12 "> <div class="nv-title text h--medium aem-GridColumn--default--none aem-GridColumn--phone--none aem-GridColumn--phone--12 aem-GridColumn aem-GridColumn--default--8 aem-GridColumn--offset--default--2 aem-GridColumn--offset--phone--0"> <div id="nv-title-92dd87c9f4" class="general-container-text "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <h2 class="title " style="color: #000000;"> Look Inside the Technological Breakthroughs </h2> </div> </div> </div> <div class="nv-separator separator aem-GridColumn aem-GridColumn--default--12"> <div id="nv-separator-f51db32e7b" class="cmp-separator"> <style> @media screen and (min-width:1350px){ #nv-separator-f51db32e7b{ height:30px; } } @media screen and (min-width:1024px) and (max-width:1349px){ #nv-separator-f51db32e7b{ height:30px; } } @media screen and (min-width:640px) and (max-width:1023px){ #nv-separator-f51db32e7b{ height:30px; } } @media screen and (max-width: 639px){ #nv-separator-f51db32e7b{ height:30px; } } </style> </div></div> <div class="nv-container container responsivegrid aem-GridColumn aem-GridColumn--default--12"> <div id="container-0c9a10c161" class="p-t-0 p-b-0 lap-p-t-0 lap-p-b-0 tab-p-t-0 tab-p-b-0 mob-p-t-0 mob-p-b-0 d-top-align d-left-align l-left-align l-top-align t-left-align t-top-align m-top-align m-left-align d-content-align-top l-content-align-top t-content-align-top m-content-align-top " data-cmp-is="nv-container"> <div class="general-container nv-flexbox d-col-2 l-col-2 t-col-1 p-col-1 d-justify-left l-justify-left t-justify-left p-justify-left flex-align-top "> <div class="nv-image image"> <div data-cmp-is="nv-image" data-cmp-lazy data-cmp-lazythreshold="300" data-cmp-src="/content/nvidiaGDC/us/en_US/data-center/technologies/blackwell-architecture/_jcr_content/root/responsivegrid/nv_container_1898056/nv_container/nv_image.coreimg.100{.width}.jpeg/1713981712174/blackwell-architecture-ari-1920x1080.jpeg" data-cmp-widths="190,410,630,850,1070,1290" data-asset="/content/dam/en-zz/Solutions/data-center/technologies/blackwell-architecture/blackwell-architecture-ari-1920x1080.jpg" data-title="NVIDIA Blackwell architecture packs 208 billion transistors" id="nv-image-efede70302" class="cmp-image d-align-left l-align-left t-align-left m-align-left" itemscope itemtype="http://schema.org/ImageObject" data-cmp-type="renditionUpload"> <noscript data-cmp-hook-image="noscript"> <img src="/content/nvidiaGDC/us/en_US/data-center/technologies/blackwell-architecture/_jcr_content/root/responsivegrid/nv_container_1898056/nv_container/nv_image.coreimg.jpeg/1713981712174/blackwell-architecture-ari-1920x1080.jpeg" class="cmp-image__image" itemprop="contentUrl" data-cmp-hook-image="image" alt="NVIDIA Blackwell architecture packs 208 billion transistors" title="NVIDIA Blackwell architecture packs 208 billion transistors" data-analytics="nv-image-efede70302"/> </noscript> </div> </div> <div class="nv-container container responsivegrid"> <div id="container-c0f2878a11" class=" " data-cmp-is="nv-container"> <div class="general-container"> <div class="aem-Grid aem-Grid--6 aem-Grid--default--6 "> <div class="nv-title text h--small aem-GridColumn aem-GridColumn--default--6"> <div id="nv-title-004e9280eb" class="general-container-text "> <div class="text-left lap-text-left tab-text-left mob-text-left"> <h3 class="title " style="color: #000;"> A New Class of AI Superchip </h3> </div> </div> </div> <div class="nv-text text aem-GridColumn aem-GridColumn--default--6"> <div id="nv-text-f70c21f20c" class="general-container-text "> <div class="text-left lap-text-left tab-text-left mob-text-left"> <div class="description "> <p>Blackwell-architecture GPUs pack 208 billion transistors and are manufactured using a custom-built TSMC 4NP process. All Blackwell products feature two reticle-limited dies connected by a 10 terabytes per second (TB/s) chip-to-chip interconnect in a unified single GPU.</p> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div class="nv-container container responsivegrid aem-GridColumn aem-GridColumn--default--12"> <div id="container-b7da4803be" class="p-t-60 p-b-0 lap-p-t-60 lap-p-b-0 tab-p-t-30 tab-p-b-0 mob-p-t-30 mob-p-b-0 d-top-align d-left-align l-left-align l-top-align t-left-align t-top-align m-top-align m-left-align d-content-align-top l-content-align-top t-content-align-top m-content-align-top " data-cmp-is="nv-container"> <div class="general-container nv-flexbox d-col-2 l-col-2 t-col-1 p-col-1 d-justify-left l-justify-left t-justify-left p-justify-left flex-align-top p-column-reverse "> <div class="nv-container container responsivegrid"> <div id="container-30826a9a4d" class=" " data-cmp-is="nv-container"> <div class="general-container"> <div class="aem-Grid aem-Grid--6 aem-Grid--default--6 "> <div class="nv-title text h--small aem-GridColumn aem-GridColumn--default--6"> <div id="nv-title-b487748c81" class="general-container-text "> <div class="text-left lap-text-left tab-text-left mob-text-left"> <h3 class="title " style="color: #000;"> Second-Generation Transformer Engine </h3> </div> </div> </div> <div class="nv-text text aem-GridColumn aem-GridColumn--default--6"> <div id="nv-text-80beca2a94" class="general-container-text "> <div class="text-left lap-text-left tab-text-left mob-text-left"> <div class="description "> <p>The second-generation Transformer Engine uses custom <a href="https://www.nvidia.com/en-us/data-center/tensor-cores/">Blackwell Tensor Core</a> technology combined with NVIDIA® TensorRT™-LLM and NeMo™ Framework innovations to accelerate inference and training for large language models (LLMs) and Mixture-of-Experts (MoE) models.</p> <p>To supercharge inference of MoE models, <a href="https://www.nvidia.com/en-us/data-center/tensor-cores/">Blackwell Tensor Cores</a> add new precisions, including new community-defined microscaling formats, giving high accuracy and ease of replacement for larger precisions. The Blackwell Transformer Engine utilizes fine-grain scaling techniques called micro-tensor scaling, to optimize performance and accuracy enabling 4-bit floating point (FP4) AI. This doubles the performance and size of next-generation models that memory can support while maintaining high accuracy.</p> </div> </div> </div> </div> </div> </div> </div> </div> <div class="nv-image image"> <div data-cmp-is="nv-image" data-cmp-lazy data-cmp-lazythreshold="300" data-cmp-src="/content/nvidiaGDC/us/en_US/data-center/technologies/blackwell-architecture/_jcr_content/root/responsivegrid/nv_container_1898056/nv_container_copy/nv_image.coreimg.100{.width}.jpeg/1713981712397/generative-ai-engine-ari-1920x1080.jpeg" data-cmp-widths="190,410,630,850,1070,1290" data-asset="/content/dam/en-zz/Solutions/data-center/technologies/blackwell-architecture/generative-ai-engine-ari-1920x1080.jpg" data-title="NVIDIA Generative AI Engine" id="nv-image-e143c3279f" class="cmp-image d-align-left l-align-left t-align-left m-align-left" itemscope itemtype="http://schema.org/ImageObject" data-cmp-type="renditionUpload"> <noscript data-cmp-hook-image="noscript"> <img src="/content/nvidiaGDC/us/en_US/data-center/technologies/blackwell-architecture/_jcr_content/root/responsivegrid/nv_container_1898056/nv_container_copy/nv_image.coreimg.jpeg/1713981712397/generative-ai-engine-ari-1920x1080.jpeg" class="cmp-image__image" itemprop="contentUrl" data-cmp-hook-image="image" alt="NVIDIA Generative AI Engine" title="NVIDIA Generative AI Engine" data-analytics="nv-image-e143c3279f"/> </noscript> </div> </div> </div> </div> </div> <div class="nv-container container responsivegrid aem-GridColumn aem-GridColumn--default--12"> <div id="container-ea94e7391f" class="p-t-60 p-b-0 lap-p-t-60 lap-p-b-0 tab-p-t-30 tab-p-b-0 mob-p-t-30 mob-p-b-0 d-top-align d-left-align l-left-align l-top-align t-left-align t-top-align m-top-align m-left-align d-content-align-top l-content-align-top t-content-align-top m-content-align-top " data-cmp-is="nv-container"> <div class="general-container nv-flexbox d-col-2 l-col-2 t-col-1 p-col-1 d-justify-left l-justify-left t-justify-left p-justify-left flex-align-top "> <div class="nv-image image"> <div data-cmp-is="nv-image" data-cmp-lazy data-cmp-lazythreshold="300" data-cmp-src="/content/nvidiaGDC/us/en_US/data-center/technologies/blackwell-architecture/_jcr_content/root/responsivegrid/nv_container_1898056/nv_container_copy_1878765885/nv_image.coreimg.100{.width}.jpeg/1713981712487/secure-ai-ari-1920x1080.jpeg" data-cmp-widths="190,410,630,850,1070,1290" data-asset="/content/dam/en-zz/Solutions/data-center/technologies/blackwell-architecture/secure-ai-ari-1920x1080.jpg" data-title="NVIDIA Confidential Computing" id="nv-image-c6bb50f53b" class="cmp-image d-align-left l-align-left t-align-left m-align-left" itemscope itemtype="http://schema.org/ImageObject" data-cmp-type="renditionUpload"> <noscript data-cmp-hook-image="noscript"> <img src="/content/nvidiaGDC/us/en_US/data-center/technologies/blackwell-architecture/_jcr_content/root/responsivegrid/nv_container_1898056/nv_container_copy_1878765885/nv_image.coreimg.jpeg/1713981712487/secure-ai-ari-1920x1080.jpeg" class="cmp-image__image" itemprop="contentUrl" data-cmp-hook-image="image" alt="NVIDIA Confidential Computing" title="NVIDIA Confidential Computing" data-analytics="nv-image-c6bb50f53b"/> </noscript> </div> </div> <div class="nv-container container responsivegrid"> <div id="container-a36f66dfda" class=" " data-cmp-is="nv-container"> <div class="general-container"> <div class="aem-Grid aem-Grid--6 aem-Grid--default--6 "> <div class="nv-title text h--small aem-GridColumn aem-GridColumn--default--6"> <div id="nv-title-338337f9df" class="general-container-text "> <div class="text-left lap-text-left tab-text-left mob-text-left"> <h3 class="title " style="color: #000;"> Secure AI </h3> </div> </div> </div> <div class="nv-text text aem-GridColumn aem-GridColumn--default--6"> <div id="nv-text-dec950d056" class="general-container-text "> <div class="text-left lap-text-left tab-text-left mob-text-left"> <div class="description "> <p>Blackwell includes NVIDIA Confidential Computing, which protects sensitive data and AI models from unauthorized access with strong hardware-based security.  Blackwell is the first TEE-I/O capable GPU in the industry, while providing the most performant confidential compute solution with TEE-I/O capable hosts and inline protection over NVIDIA® NVLink®. Blackwell Confidential Computing delivers nearly identical throughput performance compared to unencrypted modes. Enterprises can now secure even the largest models in a performant way, in addition to protecting AI intellectual property (IP) and securely enabling confidential AI training, inference, and federated learning.</p> </div> </div> </div> </div> <div class="nv-button button nv-button-text nv-button-caret aem-GridColumn aem-GridColumn--default--6"> <div class="nv-button-standard button-left button-lap-left button-tab-left button-mob-left"> <a id="nv-button-79f2862beb" class="btn-content btncta " target="_self" data-cmp-clickable="false " href="https://www.nvidia.com/en-us/data-center/solutions/confidential-computing/"> <span class="btn-text">Learn More About NVIDIA Confidential Computing</span> </a> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div class="nv-container container responsivegrid aem-GridColumn aem-GridColumn--default--12"> <div id="container-87c5ccdea0" class="p-t-60 p-b-0 lap-p-t-60 lap-p-b-0 tab-p-t-30 tab-p-b-0 mob-p-t-30 mob-p-b-0 d-top-align d-left-align l-left-align l-top-align t-left-align t-top-align m-top-align m-left-align d-content-align-top l-content-align-top t-content-align-top m-content-align-top " data-cmp-is="nv-container"> <div class="general-container nv-flexbox d-col-2 l-col-2 t-col-1 p-col-1 d-justify-left l-justify-left t-justify-left p-justify-left flex-align-top p-column-reverse "> <div class="nv-container container responsivegrid"> <div id="container-62e39c3b68" class=" " data-cmp-is="nv-container"> <div class="general-container"> <div class="aem-Grid aem-Grid--6 aem-Grid--default--6 "> <div class="nv-title text h--small aem-GridColumn--default--none aem-GridColumn aem-GridColumn--default--5 aem-GridColumn--offset--default--0"> <div id="nv-title-a8975acbe4" class="general-container-text "> <div class="text-left lap-text-left tab-text-left mob-text-left"> <h3 class="title " style="color: #000;"> NVLink and NVLink Switch </h3> </div> </div> </div> <div class="nv-text text aem-GridColumn aem-GridColumn--default--6"> <div id="nv-text-8c43d76207" class="general-container-text "> <div class="text-left lap-text-left tab-text-left mob-text-left"> <div class="description "> <p>Unlocking the full potential of exascale computing and trillion-parameter AI models hinges on the need for swift, seamless communication among every GPU within a server cluster. The fifth-generation of NVIDIA® NVLink® interconnect can scale up to 576 GPUs to unleash accelerated performance for trillion- and multi-trillion parameter AI models.  </p> <p>The NVIDIA NVLink Switch Chip enables 130TB/s of GPU bandwidth in one 72-GPU NVLink domain (NVL72) and delivers 4X bandwidth efficiency with NVIDIA Scalable Hierarchical Aggregation and Reduction Protocol (SHARP)™ FP8 support. The NVIDIA NVLink Switch Chip supports clusters beyond a single server at the same impressive 1.8TB/s interconnect. Multi-server clusters with NVLink scale GPU communications in balance with the increased computing, so NVL72 can support 9X the GPU throughput than a single eight-GPU system. </p> </div> </div> </div> </div> <div class="nv-button button nv-button-text nv-button-caret aem-GridColumn aem-GridColumn--default--6"> <div class="nv-button-standard button-left button-lap-left button-tab-left button-mob-left"> <a id="nv-button-057db80488" class="btn-content btncta " target="_self" data-cmp-clickable="false " href="https://www.nvidia.com/en-us/data-center/nvlink/"> <span class="btn-text">Learn More About NVIDIA NVLink and NVLink Switch</span> </a> </div> </div> </div> </div> </div> </div> <div class="nv-image image"> <div data-cmp-is="nv-image" data-cmp-lazy data-cmp-lazythreshold="300" data-cmp-src="/content/nvidiaGDC/us/en_US/data-center/technologies/blackwell-architecture/_jcr_content/root/responsivegrid/nv_container_1898056/nv_container_copy_2084627317/nv_image.coreimg.100{.width}.jpeg/1713981712759/nvlink-switch-ari-1920x1080.jpeg" data-cmp-widths="190,410,630,850,1070,1290" data-asset="/content/dam/en-zz/Solutions/data-center/technologies/blackwell-architecture/nvlink-switch-ari-1920x1080.jpg" data-title="NVLink and NVLink Switch" id="nv-image-61777a228a" class="cmp-image d-align-left l-align-left t-align-left m-align-left" itemscope itemtype="http://schema.org/ImageObject" data-cmp-type="renditionUpload"> <noscript data-cmp-hook-image="noscript"> <img src="/content/nvidiaGDC/us/en_US/data-center/technologies/blackwell-architecture/_jcr_content/root/responsivegrid/nv_container_1898056/nv_container_copy_2084627317/nv_image.coreimg.jpeg/1713981712759/nvlink-switch-ari-1920x1080.jpeg" class="cmp-image__image" itemprop="contentUrl" data-cmp-hook-image="image" alt="NVLink and NVLink Switch" title="NVLink and NVLink Switch" data-analytics="nv-image-61777a228a"/> </noscript> </div> </div> </div> </div> </div> <div class="nv-container container responsivegrid aem-GridColumn aem-GridColumn--default--12"> <div id="container-e76ef300f0" class="p-t-60 p-b-0 lap-p-t-60 lap-p-b-0 tab-p-t-30 tab-p-b-0 mob-p-t-30 mob-p-b-0 d-top-align d-left-align l-left-align l-top-align t-left-align t-top-align m-top-align m-left-align d-content-align-top l-content-align-top t-content-align-top m-content-align-top " data-cmp-is="nv-container"> <div class="general-container nv-flexbox d-col-2 l-col-2 t-col-1 p-col-1 d-justify-left l-justify-left t-justify-left p-justify-left flex-align-top "> <div class="nv-image image"> <div data-cmp-is="nv-image" data-cmp-lazy data-cmp-lazythreshold="300" data-cmp-src="/content/nvidiaGDC/us/en_US/data-center/technologies/blackwell-architecture/_jcr_content/root/responsivegrid/nv_container_1898056/nv_container_copy_1335788937/nv_image.coreimg.100{.width}.jpeg/1713981712846/decompression-engine-ari-1920x1080.jpeg" data-cmp-widths="190,410,630,850,1070,1290" data-asset="/content/dam/en-zz/Solutions/data-center/technologies/blackwell-architecture/decompression-engine-ari-1920x1080.jpg" data-title="NVIDIA Decompression Engine" id="nv-image-1b1b6578f4" class="cmp-image d-align-left l-align-left t-align-left m-align-left" itemscope itemtype="http://schema.org/ImageObject" data-cmp-type="renditionUpload"> <noscript data-cmp-hook-image="noscript"> <img src="/content/nvidiaGDC/us/en_US/data-center/technologies/blackwell-architecture/_jcr_content/root/responsivegrid/nv_container_1898056/nv_container_copy_1335788937/nv_image.coreimg.jpeg/1713981712846/decompression-engine-ari-1920x1080.jpeg" class="cmp-image__image" itemprop="contentUrl" data-cmp-hook-image="image" alt="NVIDIA Decompression Engine" title="NVIDIA Decompression Engine" data-analytics="nv-image-1b1b6578f4"/> </noscript> </div> </div> <div class="nv-container container responsivegrid"> <div id="container-ccccd0403a" class=" " data-cmp-is="nv-container"> <div class="general-container"> <div class="aem-Grid aem-Grid--6 aem-Grid--default--6 "> <div class="nv-title text h--small aem-GridColumn aem-GridColumn--default--6"> <div id="nv-title-ecd8df63d2" class="general-container-text "> <div class="text-left lap-text-left tab-text-left mob-text-left"> <h3 class="title " style="color: #000;"> Decompression Engine </h3> </div> </div> </div> <div class="nv-text text aem-GridColumn aem-GridColumn--default--6"> <div id="nv-text-4159be42e5" class="general-container-text "> <div class="text-left lap-text-left tab-text-left mob-text-left"> <div class="description "> <p>Data analytics and database workflows have traditionally relied on CPUs for compute. Accelerated data science can dramatically boost the performance of end-to-end analytics, speeding up value generation while reducing cost. Databases, including Apache Spark, play critical roles in handling, processing, and analyzing large volumes of data for data analytics.</p> <p>Blackwell’s Decompression Engine and ability to access massive amounts of memory in the <a href="https://www.nvidia.com/en-us/data-center/grace-cpu/">NVIDIA Grace™ CPU</a> over a high-speed link—900 gigabytes per second (GB/s) of bidirectional bandwidth—accelerate the full pipeline of database queries for the highest performance in data analytics and data science with support for the latest compression formats such as LZ4, Snappy, and Deflate.</p> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div class="nv-container container responsivegrid aem-GridColumn aem-GridColumn--default--12"> <div id="container-2961bf340b" class="p-t-60 p-b-0 lap-p-t-60 lap-p-b-0 tab-p-t-30 tab-p-b-0 mob-p-t-30 mob-p-b-0 d-top-align d-left-align l-left-align l-top-align t-left-align t-top-align m-top-align m-left-align d-content-align-top l-content-align-top t-content-align-top m-content-align-top " data-cmp-is="nv-container"> <div class="general-container nv-flexbox d-col-2 l-col-2 t-col-1 p-col-1 d-justify-left l-justify-left t-justify-left p-justify-left flex-align-top p-column-reverse "> <div class="nv-container container responsivegrid"> <div id="container-4f4ed491ad" class=" " data-cmp-is="nv-container"> <div class="general-container"> <div class="aem-Grid aem-Grid--6 aem-Grid--default--6 "> <div class="nv-title text h--small aem-GridColumn--default--none aem-GridColumn aem-GridColumn--default--5 aem-GridColumn--offset--default--0"> <div id="nv-title-ebd81bf81c" class="general-container-text "> <div class="text-left lap-text-left tab-text-left mob-text-left"> <h3 class="title " style="color: #000;"> Reliability, Availability, and Serviceability (RAS) Engine </h3> </div> </div> </div> <div class="nv-text text aem-GridColumn aem-GridColumn--default--6"> <div id="nv-text-69088ff6fc" class="general-container-text "> <div class="text-left lap-text-left tab-text-left mob-text-left"> <div class="description "> <p>Blackwell adds intelligent resiliency with a dedicated Reliability, Availability, and Serviceability (RAS) Engine to identify potential faults that may occur early on to minimize downtime.  NVIDIA’s AI-powered predictive-management capabilities continuously monitor thousands of data points across hardware and software for overall health to predict and intercept sources of downtime and inefficiency. This builds intelligent resilience that saves time, energy, and computing costs. </p> <p>NVIDIA’s RAS Engine provides in-depth diagnostic information that can identify areas of concern and plan for maintenance. 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