NVLink & NVSwitch: Fastest HPC Data Center Platform

<!DOCTYPE HTML> <html class="html-page no-js" xmlns="http://www.w3.org/1999/xhtml" lang="en-us" xml:lang="en-us"> <head> <link rel="preconnect" href="https://images.nvidia.com" crossorigin/> <link rel="preload" href="https://images.nvidia.com/etc/designs/nvidiaGDC/clientlibs_base/fonts/nvidia-sans/NALA/var/NVIDIASansVF_NALA_W_Wght.woff2" as="font" type="font/woff2" crossorigin/> <meta http-equiv="X-UA-Compatible" content="IE=edge"/> <meta name="robots" content="NOODP,NOYDIR"/> <meta name="viewport" content="width=device-width, initial-scale=1"/> <meta http-equiv="content-type" content="text/html; charset=UTF-8"/> <meta name="keywords" content="NVLink, NVSwitch, Data Center, AI, HPC, Multi GPU system"/> <meta name="description" content="Combination of NVLink & NVSwitch provides unparalleled performance and enable to efficiently scale AI performance."/> <meta name="nv-pub-date" content="2024-08-13T07:21:56.000Z"/> <meta name="nv-cre-date" content="2024-08-13T07:22:00.000Z"/> <meta name="nv-id" content="L2NvbnRlbnQvbnZpZGlhR0RDL3VzL2VuX1VTL2RhdGEtY2VudGVyL252bGluaw=="/> <meta property="og:site_name" content="NVIDIA"/> <meta property="og:type" content="product"/> <meta property="og:url" content="https://www.nvidia.com/en-us/data-center/nvlink/"/> <meta property="og:title" content="NVLink & NVSwitch for Advanced Multi-GPU Communication"/> <meta property="og:description" content="The Most Powerful End-to-End AI and HPC Data Center Platform."/> <meta property="og:image" content="https://www.nvidia.com/content/dam/en-zz/Data-Center/nvlink/nvlink-switch-chip-og%20(1).jpg"/> <meta name="twitter:card" content="summary_large_image"/> <meta name="twitter:site" content="@NVIDIA"/> <meta name="twitter:creator" content="@NVIDIADC"/> <meta name="twitter:title" content="NVLink & NVSwitch for Advanced Multi-GPU Communication"/> <meta name="twitter:url" content="https://www.nvidia.com/en-us/data-center/nvlink/"/> <meta name="twitter:description" content="NVLink and NVSwitch are Essential Building Blocks of the Complete NVIDIA Data Center Solution that Incorporates Optimized AI Models."/> <meta name="twitter:image" content="https://www.nvidia.com/content/dam/en-zz/Data-Center/nvlink/nvlink-switch-chip-og%20(1).jpg"/> <meta property="fb:app_id" content="1679326302390196"/> <meta name="ps-key" content="1781-57d9f03d015405367a598032"/> <meta name="ps-country" content="US"/> <meta name="ps-language" content="en"/> <link rel="canonical" href="https://www.nvidia.com/en-us/data-center/nvlink/"/>  <link rel="alternate" hreflang="en-gr" href="https://www.nvidia.com/en-eu/data-center/nvlink/"/> <link rel="alternate" hreflang="pt-br" href="https://www.nvidia.com/pt-br/data-center/nvlink/"/> <link rel="alternate" hreflang="en-pt" href="https://www.nvidia.com/en-eu/data-center/nvlink/"/> <link rel="alternate" hreflang="es-mx" href="https://www.nvidia.com/es-la/data-center/nvlink/"/> <link rel="alternate" hreflang="es-es" href="https://www.nvidia.com/es-es/data-center/nvlink/"/> <link rel="alternate" hreflang="en-lt" href="https://www.nvidia.com/en-eu/data-center/nvlink/"/> <link rel="alternate" hreflang="en-hu" href="https://www.nvidia.com/en-eu/data-center/nvlink/"/> <link rel="alternate" hreflang="en-lv" href="https://www.nvidia.com/en-eu/data-center/nvlink/"/> <link rel="alternate" hreflang="ru-kg" href="https://www.nvidia.com/ru-ru/data-center/nvlink/"/> <link rel="alternate" hreflang="es-ar" href="https://www.nvidia.com/es-la/data-center/nvlink/"/> <link rel="alternate" hreflang="ru-by" href="https://www.nvidia.com/ru-ru/data-center/nvlink/"/> <link rel="alternate" hreflang="en-ee" href="https://www.nvidia.com/en-eu/data-center/nvlink/"/> <link rel="alternate" hreflang="ko-kr" href="https://www.nvidia.com/ko-kr/data-center/nvlink/"/> <link rel="alternate" hreflang="en-us" href="https://www.nvidia.com/en-us/data-center/nvlink/"/> <link rel="alternate" hreflang="en-in" href="https://www.nvidia.com/en-in/data-center/nvlink/"/> <link rel="alternate" hreflang="en-il" href="https://www.nvidia.com/en-eu/data-center/nvlink/"/> <link rel="alternate" hreflang="ru-ru" href="https://www.nvidia.com/ru-ru/data-center/nvlink/"/> <link rel="alternate" hreflang="it-it" href="https://www.nvidia.com/it-it/data-center/nvlink/"/> <link rel="alternate" hreflang="en-au" href="https://www.nvidia.com/en-au/data-center/nvlink/"/> <link rel="alternate" hreflang="fr-fr" href="https://www.nvidia.com/fr-fr/data-center/nvlink/"/> <link rel="alternate" hreflang="ja-jp" href="https://www.nvidia.com/ja-jp/data-center/nvlink/"/> <link rel="alternate" hreflang="de-de" href="https://www.nvidia.com/de-de/data-center/nvlink/"/> <link rel="alternate" hreflang="zh-tw" href="https://www.nvidia.com/zh-tw/data-center/nvlink/"/> <link rel="alternate" hreflang="en-rs" href="https://www.nvidia.com/en-eu/data-center/nvlink/"/> <link rel="alternate" hreflang="ru-am" href="https://www.nvidia.com/ru-ru/data-center/nvlink/"/> <link rel="alternate" hreflang="es-co" href="https://www.nvidia.com/es-la/data-center/nvlink/"/> <link rel="alternate" hreflang="es-cl" href="https://www.nvidia.com/es-la/data-center/nvlink/"/> <link rel="alternate" hreflang="es-pe" href="https://www.nvidia.com/es-la/data-center/nvlink/"/> <link rel="alternate" hreflang="en-sg" href="https://www.nvidia.com/en-sg/data-center/nvlink/"/> <link rel="alternate" hreflang="en-sk" href="https://www.nvidia.com/en-eu/data-center/nvlink/"/> <link rel="alternate" hreflang="en-si" href="https://www.nvidia.com/en-eu/data-center/nvlink/"/> <link rel="alternate" hreflang="en-gb" href="https://www.nvidia.com/en-gb/data-center/nvlink/"/> <link rel="alternate" hreflang="ru-ua" href="https://www.nvidia.com/ru-ru/data-center/nvlink/"/> <link rel="alternate" hreflang="en-ca" href="https://www.nvidia.com/en-us/data-center/nvlink/"/> <link rel="alternate" hreflang="zh-cn" href="https://www.nvidia.cn/data-center/nvlink/"/> <link rel="alternate" hreflang="de" href="https://www.nvidia.com/de-de/data-center/nvlink/"/> <link rel="alternate" hreflang="fr" href="https://www.nvidia.com/fr-fr/data-center/nvlink/"/> <link rel="alternate" hreflang="en" href="https://www.nvidia.com/en-us/data-center/nvlink/"/> <link rel="alternate" hreflang="x-default" href="https://www.nvidia.com/en-us/data-center/nvlink/"/>   <script src="/etc.clientlibs/clientlibs/granite/jquery.min.cee8557e8779d371fe722bbcdd3b3eb7.js"></script> <script src="/etc.clientlibs/clientlibs/granite/utils.min.4a192b590a2c2926fb000264370c0588.js"></script> <script src="/etc.clientlibs/foundation/clientlibs/shared.min.e9d9a3990d7779c2e8e3361187f3d36b.js"></script> <script src="/etc.clientlibs/nvidiaweb/clientlibs/clientlib-webfoundation.min.98a89371e2dafd1ab0b7cd9ef546b07f.js"></script> <script type="text/javascript" src="https://cdn.cookielaw.org/scripttemplates/otSDKStub.js" charset="UTF-8" data-domain-script="3e2b62ff-7ae7-4ac5-87c8-d5949ecafff5" data-document-language="true"> </script> <script> function OptanonWrapper() { var event = new Event('bannerLoaded'); window.dispatchEvent(event); } </script> <script type="text/javascript" src="https://images.nvidia.com/aem-dam/Solutions/ot-js/ot-custom.js"></script> <script src="//assets.adobedtm.com/5d4962a43b79/96fada676f0e/launch-95431b44ee81.min.js" data-ot-ignore></script> <link rel="stylesheet" href="/etc.clientlibs/nvidiaweb/clientlibs/clientlib-site.min.e789657b1cd0d6fc022004db11864c7c.css" type="text/css"> <link rel="stylesheet" href="/etc.clientlibs/nvidiaweb/clientlibs/clientlib-base.min.8684b0f16f804cac8396aa31fdf033e6.css" type="text/css"> <link rel="stylesheet" href="/etc.clientlibs/nvidiaweb/clientlibs/clientlib-nvgdccart.min.d41d8cd98f00b204e9800998ecf8427e.css" type="text/css"> <script type="text/javascript"> var NVIDIAGDC = NVIDIAGDC || {}; ;(function ( nvidiaGDC ){ nvidiaGDC.addProperty = function(obj, name, val){ if (!obj && !name){ return; } nvidiaGDC[obj] = nvidiaGDC[obj] || {}; if(typeof val != "undefined" && val != null){ if(!nvidiaGDC[obj].hasOwnProperty(name) || !nvidiaGDC[obj][name]){ nvidiaGDC[obj][name] = val; } } }; nvidiaGDC.addProperty('Accounts', 'LoginPage', 'https://www.nvidia.com/en-us/account/'); nvidiaGDC.addProperty('Accounts', 'LoginGatePage', 'https://www.nvidia.com/en-us/account/login-gate/'); nvidiaGDC.addProperty('Accounts', 'accountsJarvisSrvcBase', 'https://accounts.nvgs.nvidia.com'); nvidiaGDC.addProperty('Accounts', 'accountsJarvisHeaderMagicValue', ''); nvidiaGDC.addProperty('Accounts', 'accountsJarvisHeaderCFGRefereID', 'Account Mini-Site'); nvidiaGDC.addProperty('apps', 'endpoint', 'https://api-prod.nvidia.com'); nvidiaGDC.addProperty('web', 'env', 'p-prod'); nvidiaGDC.addProperty('web', 'q1', ''); nvidiaGDC.addProperty('web', 'q2', ''); nvidiaGDC.addProperty('web', 'q3', ''); })(NVIDIAGDC); </script> <script src="/etc.clientlibs/nvidiaweb/clientlibs/clientlib-preload.min.ee664f4c548b6ba0da0e5cbd47deeb17.js"></script> <script type="text/javascript"> var nvidiaGDClogqueue = []; var nvidiaGDClog = function() { nvidiaGDClogqueue.push(arguments) }; ;(function ( nvidiaGDC ){ nvidiaGDC.SC = nvidiaGDC.SC || {}; nvidiaGDC.SC.vars = nvidiaGDC.SC.vars || {}; nvidiaGDC.SC.vars.pageTemplate = "/conf/nvidiaweb/settings/wcm/templates/enterprise-template".toLowerCase(); var nvidiaGDCFunctionQueue = function(){ this.queue = []; }; nvidiaGDCFunctionQueue.prototype.addToQueue = function(funcItem){ nvidiaGDClog("funcqueue/add"); nvidiaGDClog(funcItem); this.queue.push(funcItem); }; nvidiaGDCFunctionQueue.prototype.clearQueue = function(){ this.queue.length = 0; }; nvidiaGDCFunctionQueue.prototype.executeQueue = function(){ var nQueueLength = this.queue.length; var sTargetID, sMethodName, aParams, $targetElement, fMethod; for (var i = 0; i < this.queue.length; i++) { try { var funcItem = this.queue[i]; if (typeof funcItem === 'object') { nvidiaGDClog("funcqueue/object: " + funcItem['method']); sTargetID = funcItem['id']; sMethodName = funcItem['method']; aParams = funcItem['params']; $targetElement = $(document.getElementById(sTargetID)); fMethod = $targetElement[sMethodName]; fMethod.apply($targetElement, aParams); } else if (typeof funcItem === 'string' && nvidiaGDC.Func) { nvidiaGDClog("funcqueue/string: " + funcItem); if (typeof nvidiaGDC.Func[funcItem] === 'function') { nvidiaGDC.Func[funcItem].call(); } } } catch(err) { if (typeof console == "object") { nvidiaGDClog("Error running script - " + err + " (Has plugin been included?)"); nvidiaGDClog({ "sTargetID" : sTargetID, "sMethodName" : sMethodName, "aParams" : aParams, "$targetElement" : $targetElement, "fMethod" : fMethod }); } } } this.clearQueue(); }; nvidiaGDC.funcQueue = nvidiaGDC.funcQueue || new nvidiaGDCFunctionQueue(); })(NVIDIAGDC); </script> <script> (() => { let getViewportDimensions = () => { return { width: Math.max(document.documentElement.clientWidth || 0, window.innerWidth || 0), height: Math.max(document.documentElement.clientHeight || 0, window.clientHeight || 0) } } let getViewportType = () => { const viewport = getViewportDimensions(); if (viewport.width < 640) { return 'mobile'; } else if (viewport.width >= 640 && viewport.width < 1024) { return 'tablet'; } else if (viewport.width >= 1024 && viewport.width < 1350) { return 'laptop'; } else if (viewport.width >= 1350) { return 'desktop'; } } let currentViewportType = getViewportType(); window.addEventListener("resize", () => { const oldResolution = currentViewportType; currentViewportType = getViewportType(); if (oldResolution !== currentViewportType) { window.dispatchEvent(new CustomEvent("onNvBreakpointChange", { detail: { breakpoint: currentViewportType, changedFrom: oldResolution, vw: getViewportDimensions().width, vh: getViewportDimensions().height } })); } }); // START: Header Height Calculation and Custom Event for Header Height Change let lastTotalHeight = 0; const headerSelectors = [ // Below are Common Selectors '.global-nav:not(.pull-up)>.nav-header', // Main Nav - Desktop '.global-nav:not(.pull-up)>.mobile-nav', // Main Nav - Mobile '.global-nav>#unibrow-container', // Unibrow - Injected via Target '.global-nav>.sub-brand-nav', // Common Sub Brand Nav '.global-nav>.breadcrumb .subnav', // Page Sub Brand Nav '.global-nav>.in-page-nav-outer-container', // In-page Nav '.global-nav>.cmp-verticalnavigation__toc-mobile', // Vertical navigation ]; /** * Function to calculate total header height. * This function queries the DOM for each header element and adds up their heights. * * @returns {Number} The total height of all header elements. */ const calculateTotalHeight = () => { let totalHeight = 0; headerSelectors.forEach((headerSelector) => { const headerHeight = document.querySelector(headerSelector)?.offsetHeight || 0; totalHeight += headerHeight; }); return totalHeight; } /** * Function to get the current total header height and set up an observer to watch for changes. * This function sets up a MutationObserver on the header container which emits a * custom "headerTotalHeightChange" event whenever the total header height changes. * * @returns {Number} The current total height of all header elements. */ window.getHeaderHeight = () => { let totalHeight = calculateTotalHeight(); // Add MutationObserver for header container const headerContainer = document.querySelector('header'); if (headerContainer) { const observer = new MutationObserver(() => { // Calculate new total height const newTotalHeight = calculateTotalHeight(); // If the total height changed, emit a custom event with the new total height if (newTotalHeight !== lastTotalHeight) { lastTotalHeight = newTotalHeight; window.dispatchEvent(new CustomEvent("onNvHeaderHeightChange", { detail: newTotalHeight })); } }); observer.observe(headerContainer, { attributes: true, childList: true, subtree: true }); } lastTotalHeight = totalHeight; return totalHeight; }; // END: Header Height Calculation and Custom Event for Header Height Change // START: setContainerHeight /* setContainerHeight sets the height of nv-container image or video. This is included in head section to improve the page performance */ const containerWithFitBgEnabled = []; window.setContainerHeight = (containerID) => { var element = document.getElementById(containerID); var disableMidgroundImgAutoHeight = null; var disableVideoAutoHeight = null; if (element.classList.contains('v1-1')) { disableMidgroundImgAutoHeight = 'true'; disableVideoAutoHeight = 'true'; } var vpWidth = Math.max(document.documentElement.clientWidth || 0, window.innerWidth || 0); var imageContainer = element.querySelector('.nv-img-as-bg'); var videoContainer = element.querySelector('.nv-video-as-bg'); var image = element.querySelector('#image-' + containerID); var video = element.querySelector('#video-' + containerID); disableMidgroundImgAutoHeight = disableMidgroundImgAutoHeight || element.getAttribute('data-cmp-disableMidgroundAutoHeight'); disableVideoAutoHeight = disableVideoAutoHeight || element.getAttribute('data-cmp-disableVideoAutoHeight'); if (!image && !video) { return; } if (!containerWithFitBgEnabled.includes(containerID) && (imageContainer?.classList.contains('t-img-fit') || imageContainer?.classList.contains('p-img-fit') || imageContainer?.classList.contains('t-image-fit-contain') || imageContainer?.classList.contains('t-image-fit-cover') || imageContainer?.classList.contains('p-image-fit-contain') || imageContainer?.classList.contains('p-image-fit-cover') || videoContainer?.classList.contains('t-video-fit') || videoContainer?.classList.contains('p-video-fit') || videoContainer?.classList.contains('t-video-fit-contain') || videoContainer?.classList.contains('t-video-fit-cover') || videoContainer?.classList.contains('p-video-fit-contain') || videoContainer?.classList.contains('p-video-fit-cover'))) { containerWithFitBgEnabled.push(containerID); } if (image && !image.classList.contains('hide')) { var imgHeight = image.naturalHeight; var imgRenderedHeight = image.height; var childElement = imageContainer; if (imgHeight === 1 || imgRenderedHeight === 1) { return; } } if (video && !video.classList.contains('hide') && video.children.length > 0) { var videoHeight = video.videoHeight; var videoRenderedHeight = video.getBoundingClientRect().height; var childElement = videoContainer; } element.style.height = null; if (childElement) childElement.style.height = null; const isMobileViewport = vpWidth < 640; const isTabletViewport = vpWidth >= 640 && vpWidth < 1024; if (isMobileViewport) { if (imageContainer?.classList.contains('p-image-c-top') || imageContainer?.classList.contains('p-image-c-bottom')) { disableMidgroundImgAutoHeight = 'false'; } if (videoContainer?.classList.contains('p-video-c-top') || videoContainer?.classList.contains('p-video-c-bottom')) { disableVideoAutoHeight = 'false'; } } if (isTabletViewport) { if (imageContainer?.classList.contains('t-image-c-top') || imageContainer?.classList.contains('t-image-c-bottom')) { disableMidgroundImgAutoHeight = 'false'; } if (videoContainer?.classList.contains('t-video-c-top') || videoContainer?.classList.contains('t-video-c-bottom')) { disableVideoAutoHeight = 'false'; } } if (videoHeight !== undefined && videoHeight != 1 && videoHeight !== 0 && disableVideoAutoHeight !== 'true') { const pVideoCTop = childElement.classList.contains('p-video-c-top'); const pVideoCBottom = childElement.classList.contains('p-video-c-bottom'); const pVideoFit = childElement.classList.contains('p-video-fit'); const tVideoCTop = childElement.classList.contains('t-video-c-top'); const tVideoCBottom = childElement.classList.contains('t-video-c-bottom'); const tVideoFit = childElement.classList.contains('t-video-fit'); let setChildHeight = false; let height = videoHeight; if (isMobileViewport && (pVideoCTop || pVideoCBottom || pVideoFit)) { setChildHeight = pVideoCTop || pVideoCBottom; height = pVideoFit ? videoRenderedHeight : videoHeight; } else if (isTabletViewport && (tVideoCTop || tVideoCBottom || tVideoFit)) { setChildHeight = tVideoCTop || tVideoCBottom; height = tVideoFit ? videoRenderedHeight : videoHeight; } setChildHeight ? (childElement.style.height = height + 'px') : (element.style.height = height + 'px'); } else if (imgHeight !== undefined && imgHeight != 1 && disableMidgroundImgAutoHeight !== 'true') { const pImageCTop = childElement.classList.contains('p-image-c-top'); const pImageCBottom = childElement.classList.contains('p-image-c-bottom'); const pImgFit = childElement.classList.contains('p-img-fit'); const tImageCTop = childElement.classList.contains('t-image-c-top'); const tImageCBottom = childElement.classList.contains('t-image-c-bottom'); const tImgFit = childElement.classList.contains('t-img-fit'); let height = imgHeight; let setChildHeight = false; if (isMobileViewport && (pImageCTop || pImageCBottom || pImgFit)) { height = imgRenderedHeight; setChildHeight = pImageCTop || pImageCBottom; } else if (isTabletViewport && (tImageCTop || tImageCBottom || tImgFit)) { height = imgRenderedHeight; setChildHeight = tImageCTop || tImageCBottom; } setChildHeight ? (childElement.style.height = height + 'px') : (element.style.height = height + 'px'); } else if (video?.hasAttribute('poster') && disableVideoAutoHeight !== 'true') { element.style.height = videoRenderedHeight + 'px'; } // If container is authored inside carousel - adjust height as per first container height var nvContainer = element.parentNode, nvContainerParent = nvContainer?.parentNode, isCarouselSlide = nvContainerParent?.classList.contains('cmp-carousel__item') || false; if (isCarouselSlide) { var carouselSlideId = nvContainerParent.getAttribute('id'), carouselId = carouselSlideId.match(/(.*)-item-(.*)-tabpanel/)[1], firstSlide = document.querySelector('#' + carouselId + ' [data-cmp-slide-no="1"]'), firstSlideImageHeight = firstSlide?.querySelector('.nv-img-as-bg')?.style.height, firstSlideVideoHeight = firstSlide?.querySelector('.nv-video-as-bg')?.style.height, containerImg = nvContainer.querySelector('.nv-img-as-bg'), containerVideo = nvContainer.querySelector('.nv-video-as-bg'); if (firstSlideImageHeight && containerImg) containerImg.style.height = firstSlideImageHeight; if (firstSlideVideoHeight && containerVideo) containerVideo.style.height = firstSlideVideoHeight; } } window.addEventListener('onNvBreakpointChange', (e) => { document.querySelectorAll('[data-cmp-is="nv-container"]').forEach((container) => { const containerId = container.getAttribute('id'); window.initBuildVideo(containerId); window.initLazyLoadingImages(containerId); window.setContainerHeight(containerId); }); }); // Call setContainerHeight for containers with Fit Image Background or Fit Video Background is Enabled // Fit Image / Video Background is applicabled only for Mobile & Tablet viewports window.addEventListener('resize', (e) => { if (containerWithFitBgEnabled.length > 0) { const vpWidth = Math.max(document.documentElement.clientWidth || 0, window.innerWidth || 0); if (vpWidth <= 1023) { containerWithFitBgEnabled.forEach(containerId => window.setContainerHeight(containerId)); } } }); // END: setContainerHeight // Variables let videoSources = {}; /** * @breif Accepts components JSON data to build source elements for each device type * @param Object videoSource */ let buildSources = (videoSource) => { for (const viewport in videoSource) { const fragment = createSrcFragment(videoSource[viewport]); videoSources[viewport] = fragment; } } /** * @breif Creats document fragment that contain maximum of upto 3 <source> tags (webm, mp4, ogg) * @param {*} videos - Array of objects with type and src properties * @returns DocumentFragment with maximum of upto 3 <source> tags */ let createSrcFragment = (videos) => { const fragment = new DocumentFragment(); const videoWebm = videos.find((src) => src.type === 'video/webm'); const videoMp4 = videos.find((src) => src.type === 'video/mp4'); const videoOgg = videos.find((src) => src.type === 'video/ogg'); if (videoWebm && videoWebm.src && videoWebm.type) { fragment.appendChild(createSource(videoWebm)); } if (videoMp4 && videoMp4.src && videoMp4.type) { fragment.appendChild(createSource(videoMp4)); } if (videoOgg && videoOgg.src && videoOgg.type) { fragment.appendChild(createSource(videoOgg)); } return fragment; } /** * @breif Creates source element * @param {*} videos - Object with type and src properties * @returns HTMLElement <source> */ let createSource = (video) => { const source = document.createElement('source'); source.setAttribute('src', video.src); source.setAttribute('type', video.type); return source; } /** * Adds source elments to video and trigger play * @param {*} videoEle * @param {*} videoSources */ let loadVideo = (videoEle, videoSources) => { videoEle.classList.remove('hide'); videoEle.appendChild(videoSources); } let initLazyLoadingVideo = (containerId) => { //Select all videos that have lazy loading enabled const container = document.getElementById(containerId); const videoTarget = container.querySelector('video[data-nv-lazyload]'); if (videoTarget) { //Intersection Observer Callback Function const loadVideo = (entries, observer) => { const [entry] = entries; if (!entry.isIntersecting) { return; } entry.target.play(); videoTarget.removeAttribute('data-nv-lazyload'); observer.unobserve(entry.target); }; const videoObserver = new IntersectionObserver(loadVideo, { root: null, rootMargin: "300px" }) // Set the Videos to be observed videoObserver.observe(videoTarget); } } /** * @breif Build <source> and append to <video>. Handles changing video source by screen size. */ window.initBuildVideo = (containerId) => { const container = document.getElementById(containerId); const video = container.querySelector('.nv-video-load-src>video'); if (video) { const videoSource = JSON.parse(video.dataset.videoSource); let screen = document.documentElement.clientWidth || document.body.clientWidth; buildSources(videoSource); if (Object.keys(videoSources).length > 0) { while (video.firstChild) { video.removeChild(video.lastChild); } if (screen < 640) { if (videoSources.mobile) loadVideo(video, videoSources.mobile); else video.classList.add('hide'); } else if (screen >= 640 && screen < 1024) { if (videoSources.tablet) loadVideo(video, videoSources.tablet); else video.classList.add('hide'); } else if (screen >= 1024 && screen < 1350) { if (videoSources.laptop) loadVideo(video, videoSources.laptop); else video.classList.add('hide'); } else if (screen >= 1350) { if (videoSources.desktop) loadVideo(video, 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; } const picture = entry.target.parentNode, srcsetMobile = picture.getAttribute('data-srcset-mobile'), srcsetTablet = picture.getAttribute('data-srcset-tablet'), srcsetLaptop = picture.getAttribute('data-srcset-laptop'), srcsetDesktop = picture.getAttribute('data-srcset-desktop'); picture.querySelector('source[data-source-mobile]').srcset = srcsetMobile; picture.querySelector('source[data-source-tablet]').srcset = srcsetTablet; picture.querySelector('source[data-source-laptop]').srcset = srcsetLaptop; picture.querySelector('source[data-source-desktop]').srcset = srcsetDesktop; picture.querySelector('img').src = srcsetDesktop.split(',')[0]; picture.querySelector('img').srcset = srcsetDesktop.split(',')[1]; if (imageTarget.closest('.nv-img-as-bg')) { imageTarget.onload = function() { window.setContainerHeight(containerId); } } picture.removeAttribute('data-nv-lazyload'); observer.unobserve(entry.target); }; const imageObserver = new IntersectionObserver(loadImage, { root: null, rootMargin: "300px" }); // Set the Images to be observed imageObserver.observe(imageTarget); } }; })(); </script>  <title>NVLink & NVSwitch: Fastest HPC Data Center Platform | NVIDIA</title>  </head> <body class="body-page nv-page-body theme-en-us theme-deeplearning "> <header id="main-header"> <div class="meganavigation navigation">  <svg xmlns="http://www.w3.org/2000/svg" class="hide" style="display: none;"> <symbol id="n24-nvidia-logo" viewBox="0 0 108.472 20"> <title id="nvidia_logo_desktop">NVIDIA Home</title> <desc>NVIDIA Home</desc> <path id="nvidia-logo-reg" d="M1072.628,253.918v-.3h.192c.105,0,.248.008.248.136s-.073.163-.2.163h-.243m0,.211h.129l.3.524h.327l-.33-.545a.3.3,0,0,0,.311-.323c0-.285-.2-.377-.53-.377h-.482v1.245h.276v-.524m1.4-.1a1.2,1.2,0,1,0-1.2,1.157,1.14,1.14,0,0,0,1.2-1.157m-.347,0a.854.854,0,0,1-.855.891v0a.889.889,0,1,1,.855-.887Z" transform="translate(-965.557 -237.878)" /> <path id="nvidia-logo-NVIDIA" d="M463.9,151.934v13.127h3.707V151.934Zm-29.164-.018v13.145h3.74v-10.2l2.918.01a2.674,2.674,0,0,1,2.086.724c.586.625.826,1.632.826,3.476v5.995h3.624V157.8c0-5.183-3.3-5.882-6.536-5.882Zm35.134.018v13.127h6.013c3.2,0,4.249-.533,5.38-1.727a7.352,7.352,0,0,0,1.316-4.692,7.789,7.789,0,0,0-1.2-4.516c-1.373-1.833-3.352-2.191-6.306-2.191Zm3.677,2.858h1.594c2.312,0,3.808,1.039,3.808,3.733s-1.5,3.734-3.808,3.734h-1.594Zm-14.992-2.858-3.094,10.4-2.965-10.4h-4l4.234,13.127h5.343l4.267-13.127Zm25.749,13.127h3.708V151.935h-3.709ZM494.7,151.939l-5.177,13.117h3.656l.819-2.318h6.126l.775,2.318h3.969l-5.216-13.118Zm2.407,2.393,2.246,6.145h-4.562Z" transform="translate(-399.551 -148.155)" /> <path id="nvidia-logo-eye-mark" data-name="Eye Mark" d="M129.832,124.085v-1.807c.175-.013.353-.022.533-.028,4.941-.155,8.183,4.246,8.183,4.246s-3.5,4.863-7.255,4.863a4.553,4.553,0,0,1-1.461-.234v-5.478c1.924.232,2.31,1.082,3.467,3.01l2.572-2.169a6.81,6.81,0,0,0-5.042-2.462,9.328,9.328,0,0,0-1,.059m0-5.968v2.7c.177-.014.355-.025.533-.032,6.871-.232,11.348,5.635,11.348,5.635s-5.142,6.253-10.5,6.253a7.906,7.906,0,0,1-1.383-.122v1.668a9.1,9.1,0,0,0,1.151.075c4.985,0,8.59-2.546,12.081-5.559.578.463,2.948,1.591,3.435,2.085-3.319,2.778-11.055,5.018-15.44,5.018-.423,0-.829-.026-1.228-.064v2.344h18.947v-20Zm0,13.009v1.424c-4.611-.822-5.89-5.615-5.89-5.615a9.967,9.967,0,0,1,5.89-2.85v1.563h-.007a4.424,4.424,0,0,0-3.437,1.571s.845,3.035,3.444,3.908m-8.189-4.4a11.419,11.419,0,0,1,8.189-4.449v-1.463c-6.043.485-11.277,5.6-11.277,5.6s2.964,8.569,11.277,9.354v-1.555C123.731,133.451,121.643,126.728,121.643,126.728Z" transform="translate(-118.555 -118.117)" fill="#74b71b" /> </symbol> <symbol id="n24-menu" viewBox="0 0 24 24"> <title>Menu</title> <desc>Menu icon</desc> <defs> <style> .n24-icon-menu-bg { opacity: 0; } .n24-icon-menu-stroke { fill: none; stroke: #666; stroke-miterlimit: 10; stroke-width: 1.5px; } </style></defs> <g id="n24-icon-menu-group"> <g id="n24-icon-menu-boundary" class="n24-icon-menu-bg"> <path d="M22.5,1.5v21H1.5V1.5h21M24,0H0V24H24V0Z" /></g> <line class="n24-icon-menu-stroke" x1="4.5" y1="7.5" x2="19.5" y2="7.5" /> <line class="n24-icon-menu-stroke" x1="4.5" y1="12" x2="19.5" y2="12" /> <line class="n24-icon-menu-stroke" x1="4.5" y1="16.5" x2="19.5" y2="16.5" /> </g> </symbol> <symbol id="n32-menu" viewBox="0 0 32 32"> <title>Menu</title> <desc>Menu icon</desc> <defs> <style> .n32-icon-menu-cls-1, .n32-icon-menu-cls-3, .n32-icon-menu-cls-4 { fill: none; } .n32-icon-menu-cls-1, .n32-icon-menu-cls-4 { stroke: #666; stroke-width: 2px; } .n32-icon-menu-cls-1 { stroke-miterlimit: 10; } .n32-icon-menu-cls-2 { opacity: 0; } </style></defs> <line id="n32-icon-menu-line-3b" data-name="Line 3b" class="n32-icon-menu-cls-1" x1="16" y1="23" x2="24" y2="23" /> <line id="n32-icon-menu-line-3a" data-name="Line 3a" class="n32-icon-menu-cls-1" x1="8" y1="23" x2="16" y2="23" /> <line id="n32-icon-menu-line-2b" data-name="Line 2b" class="n32-icon-menu-cls-1" x1="16" y1="16" x2="24" y2="16" /> <line id="n32-icon-menu-line-2a" data-name="Line 2a" class="n32-icon-menu-cls-1" x1="8" y1="16" x2="16" y2="16" /> <line id="n32-icon-menu-line-1b" data-name="Line 1b" class="n32-icon-menu-cls-1" x1="16" y1="9" x2="24" y2="9" /> <line id="n32-icon-menu-line-1a" data-name="Line 1a" class="n32-icon-menu-cls-1" x1="8" y1="9" x2="16" y2="9" /> <g id="Container" class="n32-icon-menu-cls-2"> <rect class="n32-icon-menu-cls-3" width="32" height="32" /> <rect class="n32-icon-menu-cls-4" x="1" y="1" width="30" height="30" /> </g> </symbol> <symbol id="n24-close-small" viewBox="0 0 24 24"> <title>Close</title> <desc>Close icon</desc> <defs> <style> .n24-icon-close-small-cls-1 { opacity: 0; } .n24-icon-close-small-cls-2 { fill: none; stroke: #666; stroke-miterlimit: 10; stroke-width: 1.5px; } </style></defs> <g id="n24-icon-close-small"> <g id="boundary"> <g class="n24-icon-close-small-cls-1"> <path d="M22.5,1.5v21H1.5V1.5h21M24,0H0V24H24V0Z" /> </g> </g> <line class="n24-icon-close-small-cls-2" x1="7.50005" y1="7.50002" x2="16.50005" y2="16.50002" /> <line class="n24-icon-close-small-cls-2" x1="7.50005" y1="16.50002" x2="16.50005" y2="7.50002" /> </g> </symbol> <symbol id="n24-close" viewBox="0 0 24 24"> <title>Close</title> <desc>Close icon</desc> <defs> <style> .n24-icon-close-cls-1 { opacity: 0; } .n24-icon-close-cls-2 { fill: none; stroke: #666; stroke-miterlimit: 10; stroke-width: 1.5px; } </style></defs> <g id="n24-icon-close"> <g id="boundary"> <g class="n24-icon-close-cls-1"> <path d="M22.5,1.5v21H1.5V1.5h21M24,0H0V24H24V0Z" /> </g> </g> <line class="n24-icon-close-cls-2" x1="4.5" y1="4.5" x2="19.5" y2="19.5" /> <line class="n24-icon-close-cls-2" x1="4.5" y1="19.5" x2="19.5" y2="4.5" /> </g> </symbol> <symbol id="n32-close" viewBox="0 0 32 32"> <title>Close</title> <desc>Close icon</desc> <defs> <style> .close-icon { fill: #666; fill-rule: evenodd; } </style></defs> <path id="n32-icon-close-path" data-name="Close icon path" class="close-icon" d="M25,8.82,23.18,7,16,14.18,8.82,7,7,8.82,14.18,16,7,23.18,8.82,25,16,17.82,23.18,25,25,23.18,17.82,16Z" /> </symbol> <symbol id="n24-caret-down" viewBox="0 0 24 24"> <title>Caret down icon</title> <desc>Accordion is closed, click to open.</desc> <defs> <style> .n24-icon-caret-down-cls-1 { opacity: 0; } .n24-icon-caret-down-cls-2 { fill: none; stroke: #666; stroke-miterlimit: 10; stroke-width: 1.5px; } </style></defs> <g id="n24-icon-caret-down"> <g id="n24-icon-caret-down-boundary"> <g class="n24-icon-caret-down-cls-1"> <path d="M22.5,1.5v21H1.5V1.5h21M24,0H0V24H24V0Z" /> </g> </g> <polyline class="n24-icon-caret-down-cls-2" points="4.5 8.25 12 15.75 19.5 8.25" /> </g> </symbol> <symbol id="n32-caret-down" viewBox="0 0 32 32"> <title>Caret down icon</title> <desc>Accordion is closed, click to open.</desc> <path id="n32-icon-caret-down-line-1" data-name="Line 1" d="M1,0,8,7,1,14" transform="translate(22.5 11.5) rotate(90)" fill="none" stroke="#666" stroke-width="2" /> <g id="n32-icon-caret-down-container" fill="none" stroke="#666" stroke-width="2" opacity="0"> <rect width="32" height="32" stroke="none" /> <rect x="1" y="1" width="30" height="30" fill="none" /> </g> </symbol> <symbol id="n32-caret-up" viewBox="0 0 32 32"> <title>Caret up icon</title> <desc>Accordion is open, click to close.</desc> <path id="n32-icon-caret-up-line-1" data-name="Line 1" d="M1,0,8,7,1,14" transform="translate(8.5 20.5) rotate(-90)" fill="none" stroke="#666" stroke-width="2" /> <g id="n32-icon-caret-up-container" fill="none" stroke="#666" stroke-width="2" opacity="0"> <rect width="32" height="32" stroke="none" /> <rect x="1" y="1" width="30" height="30" fill="none" /> </g> </symbol> <symbol id="n24-caret-right-small" viewBox="0 0 24 24"> <title>Caret right icon</title> <desc>Click to expand</desc> <defs> <style> .n24-icon-caret-right-small-cls-1 { fill: none; stroke: #666; stroke-miterlimit: 10; stroke-width: 1.5px; } .n24-icon-caret-right-small-cls-2 { opacity: 0; } </style></defs> <g id="n24-icon-caret-right-small"> <g class="n24-icon-caret-right-small-cls-2"> <path d="M22.5,1.5v21H1.5V1.5h21M24,0H0V24H24V0Z" /> </g> <polyline class="n24-icon-caret-right-small-cls-1" points="9.75 16.5 14.25 12 9.75 7.5" /> </g> </symbol> <symbol id="n24-caret-right" viewBox="0 0 24 24"> <title>Caret right icon</title> <desc>Click to expand</desc> <defs> <style> .n24-icon-caret-right-bg { opacity: 0; } .n24-icon-caret-right-stroke { fill: none; stroke: #666; stroke-miterlimit: 10; stroke-width: 1.5px; } </style></defs> <g id="n24-icon-caret-right-icon"> <g id="n24-icon-caret-boundary" class="n24-icon-caret-right-bg"> <path d="M22.5,1.5v21H1.5V1.5h21M24,0H0V24H24V0Z" /></g> <polyline class="n24-icon-caret-right-stroke" points="8.25 19.5 15.75 12 8.25 4.5" /> </g> </symbol> <symbol id="n32-caret-right" viewBox="0 0 32 32"> <title>Caret right icon</title> <desc>Click to expand menu.</desc> <g id="n32-icon-caret-right-bg" fill="none" stroke="#666" stroke-width="2" opacity="0"> <rect width="32" height="32" stroke="none" /> <rect x="1" y="1" width="30" height="30" fill="none" /> </g> <path id="n32-icon-caret-right-line-1" d="M1,0,8,7,1,14" transform="translate(11.5 9)" fill="none" stroke="#666" stroke-width="2" /> </symbol> <symbol id="n24-caret-left-small" viewBox="0 0 24 24"> <title>Caret left icon</title> <desc>Click to collapse menu.</desc> <defs> <style> .n24-caret-left-small-cls-1 { fill: none; stroke: #666; stroke-miterlimit: 10; stroke-width: 1.5px; } .n24-caret-left-small-cls-2 { opacity: 0; } </style></defs> <g id="n24-icon-caret-left-small"> <polyline class="n24-caret-left-small-cls-1" points="14.25 7.5 9.75 12 14.25 16.5" /> <g class="n24-caret-left-small-cls-2"> <path d="M22.5,1.5v21H1.5V1.5h21M24,0H0V24H24V0Z" /> </g> </g> </symbol> <symbol id="n24-caret-left" viewBox="0 0 24 24"> <title>Caret left icon</title> <desc>Click to collapse menu.</desc> <defs> <style> .n24-icon-caret-left-bg { opacity: 0; } .n24-icon-caret-left-stroke { fill: none; stroke: #666; stroke-miterlimit: 10; stroke-width: 1.5px; } </style></defs> <g id="n24-icon-caret-left"> <g id="boundary" class="n24-icon-caret-left-bg"> <path d="M22.5,1.5v21H1.5V1.5h21M24,0H0V24H24V0Z" /></g> <polyline class="n24-icon-caret-left-stroke" points="15.75 4.5 8.25 12 15.75 19.5" /> </g> </symbol> <symbol id="n32-caret-left" viewBox="0 0 32 32"> <title>Caret left icon</title> <desc>Click to collapse menu.</desc> <path id="n32-caret-left-line-1" data-name="line 1" d="M1,0,8,7,1,14" transform="translate(20.5 23) rotate(180)" fill="none" stroke="#666" stroke-width="2" /> <g id="n32-caret-left-container" fill="none" stroke="#666" stroke-width="2" opacity="0"> <rect width="32" height="32" stroke="none" /> <rect x="1" y="1" width="30" height="30" fill="none" /> </g> </symbol> <symbol id="n24-cart" viewBox="0 0 24 24"> <title id="shopping_cart">Shopping Cart</title> <desc>Click to see cart items</desc> <defs> <style> .n24-icon-cart-bg { opacity: 0; } .n24-icon-cart-stroke { fill: none; stroke: #666; stroke-miterlimit: 10; stroke-width: 1.5px; } </style></defs> <g id="n24-icon-cart-icon"> <g id="n24-icon-cart-boundary" class="n24-icon-cart-bg"> <path d="M22.5,1.5v21H1.5V1.5h21M24,0H0V24H24V0Z" /></g> <polyline class="n24-icon-cart-stroke" points="1.5 3.75 4.894 3.75 7.707 14.25 16.5 14.25" /> <circle class="n24-icon-cart-stroke" cx="8.25" cy="18.75001" r="1.5" /> <circle class="n24-icon-cart-stroke" cx="15.75" cy="18.75001" r="1.5" /> <polyline class="n24-icon-cart-stroke" points="5.295 5.25 18.714 5.25 17.142 11.25 6.903 11.25" /> </g> </symbol> <symbol id="n24-search" viewBox="0 0 24 24"> <title id="search">Search icon</title> <desc>Click to search</desc> <defs> <style> .n24-icon-search-bg { opacity: 0; } .n24-icon-search-fill { fill: #666; } .n24-icon-search-stroke { fill: none; stroke: #666; stroke-miterlimit: 10; stroke-width: 1.5px; } </style></defs> <g id="n24-icon-search-icon"> <g id="n24-icon-search-boundary" class="n24-icon-search-bg"> <path d="M22.5,1.5v21H1.5V1.5h21M24,0H0V24H24V0Z" /></g> <path class="n24-icon-search-fill" d="M9.9,4.05A5.85,5.85,0,1,1,4.05,9.9,5.8566,5.8566,0,0,1,9.9,4.05m0-1.5A7.35,7.35,0,1,0,17.25,9.9,7.35,7.35,0,0,0,9.9,2.55Z" /> <line class="n24-icon-search-stroke" x1="15" y1="15" x2="19.875" y2="19.875" /> </g> </symbol> <symbol id="n24-user-circle" viewBox="0 0 24 24"> <defs> <style> .n24-user-circle-cls-1 { fill: none; stroke: #666; stroke-miterlimit: 10; stroke-width: 1.5px; } .n24-bounds { fill: none; } </style></defs> <rect id="n24-icon-user-circle-bounds" class="n24-bounds" width="24" height="24" /> <g id="n24-icon-user-circle"> <circle id="user-circle" class="n24-user-circle-cls-1" cx="12" cy="12" r="9.75" /> <polyline id="user-body" class="n24-user-circle-cls-1" points="17.55 20.01 16.34 15.48 7.66 15.48 6.45 20.01" /> <circle id="user-head" class="n24-user-circle-cls-1" cx="12" cy="9.91" r="3.48" /> </g> </symbol> </svg> <nav class="global-nav" id="meganavigation152c948c_3449_4a86_90e4_5a115f8dc2af"> <div class="nav-header desktop-nav"> <a class="skip-main" href="#page-content"><span>Skip to main content</span></a> <div class="nav-header-container"> <div class="brand-container"> <a class="brand-link pull-left nvidia-logo" href="https://www.nvidia.com/en-us/" title='Artificial Intelligence Computing Leadership from NVIDIA' alt='Artificial Intelligence Computing Leadership from NVIDIA' aria-labelledby="nvidia_logo_desktop"> <svg enable-background="new 0 0 974.7 179.7" version="1.1" viewBox="0 0 974.7 179.7" xml:space="preserve" xmlns="http://www.w3.org/2000/svg" width="110" height="44"> <title>Artificial Intelligence Computing Leadership from NVIDIA</title> <path d="m962.1 144.1v-2.7h1.7c0.9 0 2.2 0.1 2.2 1.2s-0.7 1.5-1.8 1.5h-2.1m0 1.9h1.2l2.7 4.7h2.9l-3-4.9c1.5 0.1 2.7-1 2.8-2.5v-0.4c0-2.6-1.8-3.4-4.8-3.4h-4.3v11.2h2.5v-4.7m12.6-0.9c0-6.6-5.1-10.4-10.8-10.4s-10.8 3.8-10.8 10.4 5.1 10.4 10.8 10.4 10.8-3.8 10.8-10.4m-3.2 0c0.2 4.2-3.1 7.8-7.3 8h-0.3c-4.4 0.2-8.1-3.3-8.3-7.7s3.3-8.1 7.7-8.3 8.1 3.3 8.3 7.7c-0.1 0.1-0.1 0.2-0.1 0.3z" /> <path d="m578.2 34v118h33.3v-118h-33.3zm-262-0.2v118.1h33.6v-91.7l26.2 0.1c8.6 0 14.6 2.1 18.7 6.5 5.3 5.6 7.4 14.7 7.4 31.2v53.9h32.6v-65.2c0-46.6-29.7-52.9-58.7-52.9h-59.8zm315.7 0.2v118h54c28.8 0 38.2-4.8 48.3-15.5 7.2-7.5 11.8-24.1 11.8-42.2 0-16.6-3.9-31.4-10.8-40.6-12.2-16.5-30-19.7-56.6-19.7h-46.7zm33 25.6h14.3c20.8 0 34.2 9.3 34.2 33.5s-13.4 33.6-34.2 33.6h-14.3v-67.1zm-134.7-25.6l-27.8 93.5-26.6-93.5h-36l38 118h48l38.4-118h-34zm231.4 118h33.3v-118h-33.3v118zm93.4-118l-46.5 117.9h32.8l7.4-20.9h55l7 20.8h35.7l-46.9-117.8h-44.5zm21.6 21.5l20.2 55.2h-41l20.8-55.2z" /> <path fill="#76B900" d="m101.3 53.6v-16.2c1.6-0.1 3.2-0.2 4.8-0.2 44.4-1.4 73.5 38.2 73.5 38.2s-31.4 43.6-65.1 43.6c-4.5 0-8.9-0.7-13.1-2.1v-49.2c17.3 2.1 20.8 9.7 31.1 27l23.1-19.4s-16.9-22.1-45.3-22.1c-3-0.1-6 0.1-9 0.4m0-53.6v24.2l4.8-0.3c61.7-2.1 102 50.6 102 50.6s-46.2 56.2-94.3 56.2c-4.2 0-8.3-0.4-12.4-1.1v15c3.4 0.4 6.9 0.7 10.3 0.7 44.8 0 77.2-22.9 108.6-49.9 5.2 4.2 26.5 14.3 30.9 18.7-29.8 25-99.3 45.1-138.7 45.1-3.8 0-7.4-0.2-11-0.6v21.1h170.2v-179.7h-170.4zm0 116.9v12.8c-41.4-7.4-52.9-50.5-52.9-50.5s19.9-22 52.9-25.6v14h-0.1c-17.3-2.1-30.9 14.1-30.9 14.1s7.7 27.3 31 35.2m-73.5-39.5s24.5-36.2 73.6-40v-13.2c-54.4 4.4-101.4 50.4-101.4 50.4s26.6 77 101.3 84v-14c-54.8-6.8-73.5-67.2-73.5-67.2z" /> </svg> </a> </div>  <div class="navoverlay"></div> <input type="radio" name="nv-tab-level-1" value="nv-level1-tab1" id="nv-level1-tab1" class="main-menu" /> <input type="radio" name="nv-tab-level-1" value="nv-level1-tab2" id="nv-level1-tab2" class="main-menu" /> <input type="radio" name="nv-tab-level-1" value="nv-level1-tab3" id="nv-level1-tab3" class="main-menu" /> <input type="radio" name="nv-tab-level-1" value="nv-level1-tab4" id="nv-level1-tab4" class="main-menu" /> <div class="nv-nav-container nv-menu"> <div class="menu-buttons-container"> <span class="menu-button main-menu-buttons-desktop"> <button class="menu-button caret-right hide"> <svg class="n24-icon menu-button caret-right" aria-label="menu expand" aria-controls="main-menu-navigation"> <use xlink:href="#n24-caret-right-small" /></svg> <span id="mega-menu-expand-label" class="hide">Main Menu</span> </button> <button class="menu-button caret-left hide" aria-label="menu collapse"> <svg class="n24-icon menu-button caret-left"> <use xlink:href="#n24-caret-left-small" /></svg> </button> <button class="menu-button close hide" aria-label="menu close"> <svg class="n24-icon menu-button close"> <use xlink:href="#n24-close-small" /></svg> </button> </span> </div> <ul id='main-menu-navigation' class="nv-menu-list left" aria-label="menu" role="menu"> <li data-num="1" class=" nv-menu-item tmenu" role="menuitem" aria-haspopup="true" aria-expanded="false"> <label for="nv-level1-tab1" tabindex="0" class="nv-menu-button menu-level-1">Products</label> <div class="nv-menu2-container nv-level1-tab1 three-lvl"> <input type="radio" name="nv-tab-level-2" value="nv-level2-tab1" id="tab1-nv-level2-tab1" class="sub-menu"> <input type="radio" name="nv-tab-level-2" value="nv-level2-tab2" id="tab1-nv-level2-tab2" class="sub-menu"> <div class="nv-level2-list-container"> <div class="nav-row-container"> <ul class="nv-menu-level2-list tab-bar1" role="tablist"> <li data-num="11" class="nv-menu-item tmenu1" role="tab" aria-haspopup="true" aria-expanded="false"><label for="tab1-nv-level2-tab1" class="nv-menu-button menu-level-2" tabindex="0">Hardware</label> </li> </li> <li data-num="12" class="nv-menu-item tmenu1" role="tab" aria-haspopup="true" aria-expanded="false"><label for="tab1-nv-level2-tab2" class="nv-menu-button menu-level-2" tabindex="0">Software</label> </li> </li> <li class="slider-menu menu-slider-l1" role="presentation"></li> </ul> </div> </div> <div class="menu3-container"> <div class="nv-menu3-container nv-level3-tab1 three-lvl-tab"> <div class="nav-row-container"> <ul class="menu-level-3 menu-accordion open" role="menu"> <li class="menu-level-3 menu-col-1" role="menuitem"> <div class="menu3-title">Gaming and Creating</div> <ul class="menu-level-4" role="menu"> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce/graphics-cards/" target="_self" class="menu-item-link">GeForce Graphics Cards</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce/laptops/" target="_self" class="menu-item-link">Laptops</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce/products/g-sync-monitors/" target="_self" class="menu-item-link">G-SYNC Monitors</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/studio/laptops-desktops/" target="_self" class="menu-item-link">Studio</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/shield/" target="_self" class="menu-item-link">SHIELD TV</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-on-rtx/" target="_self" class="menu-item-link">RTX AI PCs</a> </li> </ul> </li> <li class="menu-level-3 menu-col-1" role="menuitem"> <div class="menu3-title">Laptops and Workstations</div> <ul class="menu-level-4" role="menu"> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce/laptops/" target="_self" class="menu-item-link">Laptops</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/design-visualization/desktop-graphics/" target="_self" class="menu-item-link">NVIDIA RTX in Desktop Workstations</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/design-visualization/rtx-professional-laptops/" target="_self" class="menu-item-link">NVIDIA RTX in Professional Laptops</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/workstations/" target="_self" class="menu-item-link">NVIDIA RTX-Powered AI Workstations</a> </li> </ul> </li> <li class="menu-level-3 menu-col-1" role="menuitem"> <div class="menu3-title">Cloud and Data Center</div> <ul class="menu-level-4" role="menu"> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/" target="_self" class="menu-item-link">Overview</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/grace-cpu/" target="_self" class="menu-item-link">Grace CPU</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/dgx-platform/" target="_self" class="menu-item-link">DGX Platform</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/products/egx/" target="_self" class="menu-item-link">EGX Platform</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/edge-computing/products/igx/" target="_self" class="menu-item-link">IGX Platform</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/hgx/" target="_self" class="menu-item-link">HGX Platform</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/products/mgx/" target="_self" class="menu-item-link">NVIDIA MGX</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/omniverse/platform/ovx/" target="_self" class="menu-item-link">NVIDIA OVX</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/self-driving-cars/infrastructure/" target="_self" class="menu-item-link">DRIVE Sim</a> </li> </ul> </li> <li class="menu-level-3 menu-col-1" role="menuitem"> <div class="menu3-title">Networking</div> <ul class="menu-level-4" role="menu"> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/networking/" target="_self" class="menu-item-link">Overview</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/networking/products/data-processing-unit/" target="_self" class="menu-item-link">DPUs and SuperNICs</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/networking/products/ethernet/" target="_self" class="menu-item-link">Ethernet</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/networking/products/infiniband/" target="_self" class="menu-item-link">InfiniBand</a> </li> </ul> </li> <li class="menu-level-3 menu-col-1" role="menuitem"> <div class="menu3-title">GPUs</div> <ul class="menu-level-4" role="menu"> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce/graphics-cards/40-series/" target="_self" class="menu-item-link">GeForce</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/design-visualization/rtx/" target="_self" class="menu-item-link">NVIDIA RTX / Quadro</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/technologies/hopper-architecture/" target="_self" class="menu-item-link">Data Center</a> </li> </ul> </li> <li class="menu-level-3 menu-col-1" role="menuitem"> <div class="menu3-title">Embedded Systems</div> <ul class="menu-level-4" role="menu"> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/autonomous-machines/embedded-systems/" target="_self" class="menu-item-link">Jetson</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/self-driving-cars/hardware/" target="_self" class="menu-item-link">DRIVE AGX</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/clara/intelligent-medical-instruments/" target="_self" class="menu-item-link">Clara AGX</a> </li> </ul> </li> </ul> </div> </div> <div class="nv-menu3-container nv-level3-tab2 three-lvl-tab"> <div class="nav-row-container"> <ul class="menu-level-3 menu-accordion open" role="menu"> <li class="menu-level-3 menu-col-2" role="menuitem"> <div class="menu3-title">Application Frameworks</div> <ul class="menu-level-4" role="menu"> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/products/triton-inference-server/" target="_self" class="menu-item-link">AI Inference - Triton</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/self-driving-cars/software/" target="_self" class="menu-item-link">Automotive - DRIVE</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/MAXINE" target="_blank" class="menu-item-link" rel="noopener noreferrer">Cloud-AI Video Streaming - Maxine</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/culitho" target="_blank" class="menu-item-link" rel="noopener noreferrer">Computational Lithography - cuLitho</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/products/morpheus/" target="_self" class="menu-item-link">Cybersecurity - Morpheus</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/software/rapids/" target="_self" class="menu-item-link">Data Analytics - RAPIDS</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/generative-ai/nemo-framework/" target="_self" class="menu-item-link">Generative AI - NeMo</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/clara/" target="_self" class="menu-item-link">Healthcare - Clara</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/hpc-sdk" target="_blank" class="menu-item-link" rel="noopener noreferrer">High-Performance Computing</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/autonomous-machines/intelligent-video-analytics-platform/" target="_self" class="menu-item-link">Intelligent Video Analytics - Metropolis</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/products/cuopt/" target="_self" class="menu-item-link">Logistics and Route Optimization - cuOpt</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/nvidia-omniverse-platform" target="_blank" class="menu-item-link" rel="noopener noreferrer">Metaverse Applications - Omniverse</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/nvidia-merlin" target="_blank" class="menu-item-link" rel="noopener noreferrer">Recommender Systems - Merlin</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/isaac-ros" target="_blank" class="menu-item-link" rel="noopener noreferrer">Robotics - Isaac</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/products/riva/" target="_self" class="menu-item-link">Speech AI - Riva</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/aerial-sdk" target="_blank" class="menu-item-link" rel="noopener noreferrer">Telecommunications - Aerial</a> </a> </li> </ul> </li> <li class="menu-level-3 menu-col-1" role="menuitem"> <div class="menu3-title">Apps and Tools</div> <ul class="menu-level-4" role="menu"> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/accelerated-applications/" target="_self" class="menu-item-link">Application Catalog</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://catalog.ngc.nvidia.com/" target="_blank" class="menu-item-link" rel="noopener noreferrer">NGC Catalog</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/gpu-cloud/" target="_self" class="menu-item-link">NVIDIA NGC</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/omniverse/" target="_self" class="menu-item-link">3D Workflows - Omniverse</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/software/" target="_self" class="menu-item-link">Data Center</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/dcgm" target="_blank" class="menu-item-link" rel="noopener noreferrer">GPU Monitoring</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/software/nvidia-app-enterprise/" target="_self" class="menu-item-link">NVIDIA App for Enterprise</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/design-visualization/software/rtx-desktop-manager/" target="_self" class="menu-item-link">NVIDIA RTX Desktop Manager</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/studio/software/" target="_self" class="menu-item-link">RTX Accelerated Creative Apps</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/design-visualization/software/broadcast-app/" target="_self" class="menu-item-link">Video Conferencing</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/solutions/data-science/workbench/" target="_self" class="menu-item-link">AI Workbench</a> </li> </ul> </li> <li class="menu-level-3 menu-col-1" role="menuitem"> <div class="menu3-title">Gaming and Creating</div> <ul class="menu-level-4" role="menu"> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce-now/" target="_self" class="menu-item-link">GeForce NOW Cloud Gaming</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce/geforce-experience/" target="_self" class="menu-item-link">GeForce Experience</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce/broadcasting/" target="_self" class="menu-item-link">NVIDIA Broadcast App</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce/machinima/" target="_self" class="menu-item-link">Animation - Machinima</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce/rtx-remix/" target="_self" class="menu-item-link">Modding - RTX Remix</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/studio/resources/" target="_self" class="menu-item-link">Studio</a> </li> </ul> </li> <li class="menu-level-3 menu-col-1" role="menuitem"> <div class="menu3-title">Infrastructure</div> <ul class="menu-level-4" role="menu"> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/products/ai-enterprise/" target="_self" class="menu-item-link">AI Enterprise Suite</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/egx-stack" target="_blank" class="menu-item-link" rel="noopener noreferrer">Cloud Native Support</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/cluster-management" target="_blank" class="menu-item-link" rel="noopener noreferrer">Cluster Management</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/magnum-io/" target="_self" class="menu-item-link">IO Acceleration</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/networking/products/software/" target="_self" class="menu-item-link">Networking</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/virtual-solutions/" target="_self" class="menu-item-link">Virtual GPU</a> </li> </ul> </li> <li class="menu-level-3 menu-col-1" role="menuitem"> <div class="menu3-title">Cloud Services</div> <ul class="menu-level-4" role="menu"> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/base-command/" target="_self" class="menu-item-link">Base Command</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/clara/bionemo/" target="_self" class="menu-item-link">BioNeMo</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/dgx-cloud/" target="_self" class="menu-item-link">DGX Cloud</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/gpu-cloud/nemo-llm-service/" target="_self" class="menu-item-link">NeMo</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/gpu-cloud/edify/" target="_self" class="menu-item-link">Edify</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://docs.nvidia.com/ngc/ngc-private-registry-user-guide/index.html" target="_blank" class="menu-item-link" rel="noopener noreferrer">Private Registry</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/omniverse/cloud/" target="_self" class="menu-item-link">Omniverse</a> </li> </ul> </li> </ul> </div> </div> </div> </li> <li data-num="2" class=" nv-menu-item tmenu" role="menuitem" aria-haspopup="true" aria-expanded="false"> <label for="nv-level1-tab2" tabindex="0" class="nv-menu-button menu-level-1">Solutions</label> <div class="nv-menu3-container nv-level1-tab2 two-lvl"> <div class="nav-row-container"> <ul class="menu-level-3 menu-accordion open" role="menu"> <li class="menu-level-3 menu-col-1" role="menuitem"> <div class="menu3-title">Artificial Intelligence</div> <ul class="menu-level-4" role="menu"> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai/" target="_self" class="menu-item-link">Overview</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/" target="_self" class="menu-item-link">AI Platform</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/solutions/inference-platform/" target="_self" class="menu-item-link">AI Inference</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/ai-workflows/" target="_self" class="menu-item-link">AI Workflows</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/solutions/conversational-ai/" target="_self" class="menu-item-link">Conversational AI</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai/foundry/" target="_self" class="menu-item-link">Custom Models</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/solutions/ai/cybersecurity/" target="_self" class="menu-item-link">Cybersecurity</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/solutions/data-analytics/" target="_self" class="menu-item-link">Data Analytics</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/generative-ai/" target="_self" class="menu-item-link">Generative AI</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/solutions/machine-learning/" target="_self" class="menu-item-link">Machine Learning</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/solutions/prediction-forecasting/" target="_self" class="menu-item-link">Prediction and Forecasting</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/solutions/speech-ai/" target="_self" class="menu-item-link">Speech AI</a> </li> </ul> </li> <li class="menu-level-3 menu-col-1" role="menuitem"> <div class="menu3-title">Data Center and Cloud Computing</div> <ul class="menu-level-4" role="menu"> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/" target="_self" class="menu-item-link">Overview</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/solutions/accelerated-computing/" target="_self" class="menu-item-link">Accelerated Computing for Enterprise IT</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/gpu-cloud-computing/" target="_self" class="menu-item-link">Cloud Computing</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/colocation-partners/" target="_self" class="menu-item-link">Colocation</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/solutions/mlops/" target="_self" class="menu-item-link">MLOps</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/networking/" target="_self" class="menu-item-link">Networking</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/virtual-solutions/" target="_self" class="menu-item-link">Virtualization</a> </li> </ul> </li> <li class="menu-level-3 menu-col-1" role="menuitem"> <div class="menu3-title">Design and Simulation</div> <ul class="menu-level-4" role="menu"> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/solutions/design-and-simulation/" target="_self" class="menu-item-link">Overview</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/solutions/cae/" target="_self" class="menu-item-link">Computer Aided-Engineering</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/omniverse/solutions/digital-twins/" target="_self" class="menu-item-link">Digital Twin Development</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/design-visualization/" target="_self" class="menu-item-link">Rendering and Visualization</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/solutions/robotics-and-edge-computing/" target="_self" class="menu-item-link">Robotics Simulation</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/self-driving-cars/" target="_self" class="menu-item-link">Vehicle Simulation</a> </li> </ul> </li> <li class="menu-level-3 menu-col-1" role="menuitem"> <div class="menu3-title">Robotics and Edge Computing</div> <ul class="menu-level-4" role="menu"> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/solutions/robotics-and-edge-computing/" target="_self" class="menu-item-link">Overview</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/industries/robotics/" target="_self" class="menu-item-link">Robotics</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/edge-computing/" target="_self" class="menu-item-link">Edge Computing</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/autonomous-machines/intelligent-video-analytics-platform/" target="_self" class="menu-item-link">Vision AI</a> </li> </ul> </li> <li class="menu-level-3 menu-col-1" role="menuitem"> <div class="menu3-title">High-Performance Computing</div> <ul class="menu-level-4" role="menu"> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/high-performance-computing/" target="_self" class="menu-item-link">Overview</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/high-performance-computing/hpc-and-ai/" target="_self" class="menu-item-link">HPC and AI</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/high-performance-computing/scientific-visualization/" target="_self" class="menu-item-link">Scientific Visualization</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/high-performance-computing/simulation-and-modeling/" target="_self" class="menu-item-link">Simulation and Modeling</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/solutions/quantum-computing/" target="_self" class="menu-item-link">Quantum Computing</a> </li> </ul> </li> <li class="menu-level-3 menu-col-1" role="menuitem"> <div class="menu3-title">Self-Driving Vehicles</div> <ul class="menu-level-4" role="menu"> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/self-driving-cars/" target="_self" class="menu-item-link">Overview</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/self-driving-cars/in-vehicle-computing/" target="_self" class="menu-item-link">In-Vehicle Computing</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/self-driving-cars/infrastructure/" target="_self" class="menu-item-link">Infrastructure</a> </li> </ul> </li> </ul> </div> </div> </li> <li data-num="3" class=" nv-menu-item tmenu" role="menuitem" aria-haspopup="true" aria-expanded="false"> <label for="nv-level1-tab3" tabindex="0" class="nv-menu-button menu-level-1">Industries</label> <div class="nv-menu3-container nv-level1-tab3 two-lvl"> <div class="nav-row-container"> <ul class="menu-level-3 menu-accordion open" role="menu"> <li class="menu-level-3 menu-col-4" role="menuitem"> <div class="menu3-title">Industries </div> <ul class="menu-level-4" role="menu"> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/industries/" target="_self" class="menu-item-link">Overview</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/industries/aec/" target="_self" class="menu-item-link">Architecture, Engineering, Construction & Operations</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/industries/automotive/" target="_self" class="menu-item-link">Automotive</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/industries/consumer-internet/" target="_self" class="menu-item-link">Consumer Internet</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/industries/energy/" target="_self" class="menu-item-link">Energy</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/industries/finance/" target="_self" class="menu-item-link">Financial Services</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/industries/game-development/" target="_self" class="menu-item-link">Gaming</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/industries/global-public-sector/" target="_self" class="menu-item-link">Global Public Sector</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/industries/healthcare/" target="_self" class="menu-item-link">Healthcare and Life Sciences</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/industries/higher-education-research/" target="_self" class="menu-item-link">Higher Education and Research</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/industries/industrial-sector/" target="_self" class="menu-item-link">Industrial</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/industries/manufacturing/" target="_self" class="menu-item-link">Manufacturing</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/industries/media-and-entertainment/" target="_self" class="menu-item-link">Media and Entertainment</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/industries/restaurants/" target="_self" class="menu-item-link">Restaurants and Quick-Service</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/industries/retail/" target="_self" class="menu-item-link">Retail and Consumer Packaged Goods</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/industries/robotics/" target="_self" class="menu-item-link">Robotics</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/industries/smart-cities-and-spaces/" target="_self" class="menu-item-link">Smart Cities and Spaces</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/industries/supercomputing/" target="_self" class="menu-item-link">Supercomputing</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/industries/telecommunications/" target="_self" class="menu-item-link">Telecommunications</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/industries/public-sector/" target="_self" class="menu-item-link">US Public Sector</a> </li> </ul> </li> </ul> </div> </div> </li> <li data-num="4" class=" nv-menu-item tmenu" role="menuitem" aria-haspopup="true" aria-expanded="false"> <label for="nv-level1-tab4" tabindex="0" class="nv-menu-button menu-level-1">For You</label> <div class="nv-menu2-container nv-level1-tab4 three-lvl"> <input type="radio" name="nv-tab-level-2" value="nv-level2-tab1" id="tab4-nv-level2-tab1" class="sub-menu"> <input type="radio" name="nv-tab-level-2" value="nv-level2-tab2" id="tab4-nv-level2-tab2" class="sub-menu"> <input type="radio" name="nv-tab-level-2" value="nv-level2-tab3" id="tab4-nv-level2-tab3" class="sub-menu"> <input type="radio" name="nv-tab-level-2" value="nv-level2-tab4" id="tab4-nv-level2-tab4" class="sub-menu"> <input type="radio" name="nv-tab-level-2" value="nv-level2-tab5" id="tab4-nv-level2-tab5" class="sub-menu"> <input type="radio" name="nv-tab-level-2" value="nv-level2-tab6" id="tab4-nv-level2-tab6" class="sub-menu"> <input type="radio" name="nv-tab-level-2" value="nv-level2-tab7" id="tab4-nv-level2-tab7" class="sub-menu"> <input type="radio" name="nv-tab-level-2" value="nv-level2-tab8" id="tab4-nv-level2-tab8" class="sub-menu"> <input type="radio" name="nv-tab-level-2" value="nv-level2-tab9" id="tab4-nv-level2-tab9" class="sub-menu"> <input type="radio" name="nv-tab-level-2" value="nv-level2-tab10" id="tab4-nv-level2-tab10" class="sub-menu"> <div class="nv-level2-list-container"> <div class="nav-row-container"> <ul class="nv-menu-level2-list tab-bar4" role="tablist"> <li data-num="11" class="nv-menu-item tmenu1" role="tab" aria-haspopup="true" aria-expanded="false"><label for="tab4-nv-level2-tab1" class="nv-menu-button menu-level-2" tabindex="0">Creatives/Designers</label> </li> </li> <li data-num="12" class="nv-menu-item tmenu1" role="tab" aria-haspopup="true" aria-expanded="false"><label for="tab4-nv-level2-tab2" class="nv-menu-button menu-level-2" tabindex="0">Data Scientists</label> </li> </li> <li data-num="13" class="nv-menu-item tmenu1" role="tab" aria-haspopup="true" aria-expanded="false"><label for="tab4-nv-level2-tab3" class="nv-menu-button menu-level-2" tabindex="0">Developers</label> </li> </li> <li data-num="14" class="nv-menu-item tmenu1" role="tab" aria-expanded="false"><a href="https://www.nvidia.com/en-us/executive-insights/" class="menu-item-link nv-menu-button menu-level-2">Executives</a> </li> </li> <li data-num="15" class="nv-menu-item tmenu1" role="tab" aria-haspopup="true" aria-expanded="false"><label for="tab4-nv-level2-tab5" class="nv-menu-button menu-level-2" tabindex="0">Gamers</label> </li> </li> <li data-num="16" class="nv-menu-item tmenu1" role="tab" aria-expanded="false"><a href="https://www.nvidia.com/en-us/programs/isv/" class="menu-item-link nv-menu-button menu-level-2">ISVs</a> </li> </li> <li data-num="17" class="nv-menu-item tmenu1" role="tab" aria-haspopup="true" aria-expanded="false"><label for="tab4-nv-level2-tab7" class="nv-menu-button menu-level-2" tabindex="0">IT Professionals</label> </li> </li> <li data-num="18" class="nv-menu-item tmenu1" role="tab" aria-haspopup="true" aria-expanded="false"><label for="tab4-nv-level2-tab8" class="nv-menu-button menu-level-2" tabindex="0">Researchers</label> </li> </li> <li data-num="19" class="nv-menu-item tmenu1" role="tab" aria-haspopup="true" aria-expanded="false"><label for="tab4-nv-level2-tab9" class="nv-menu-button menu-level-2" tabindex="0">Roboticists</label> </li> </li> <li data-num="110" class="nv-menu-item tmenu1" role="tab" aria-expanded="false"><a href="https://www.nvidia.com/en-us/startups/" class="menu-item-link nv-menu-button menu-level-2">Startups</a> </li> </li> <li class="slider-menu menu-slider-l4" role="presentation"></li> </ul> </div> </div> <div class="menu3-container"> <div class="nv-menu3-container nv-level3-tab1 three-lvl-tab"> <div class="nav-row-container"> <ul class="menu-level-3 menu-accordion open" role="menu"> <li class="menu-level-3 menu-col-1" role="menuitem"> <div class="menu3-title">NVIDIA Studio</div> <ul class="menu-level-4" role="menu"> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/studio/" target="_self" class="menu-item-link">Overview</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/studio/software/" target="_self" class="menu-item-link">Accelerated Apps</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/studio/laptops-desktops/" target="_self" class="menu-item-link">Products</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/studio/compare-gpus/" target="_self" class="menu-item-link">Compare</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/studio/shop/" target="_self" class="menu-item-link">Shop</a> </li> </ul> </li> <li class="menu-level-3 menu-col-1" role="menuitem"> <div class="menu3-title">Industries</div> <ul class="menu-level-4" role="menu"> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/design-visualization/industries/media-entertainment/" target="_self" class="menu-item-link">Media and Entertainment</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/industries/manufacturing/" target="_self" class="menu-item-link">Manufacturing</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/design-visualization/industries/architecture-engineering-construction/" target="_self" class="menu-item-link">Architecture, Engineering, and Construction</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/industries/" target="_self" class="menu-item-link"><i>All Industries ></i></a> </li> </ul> </li> <li class="menu-level-3 menu-col-2" role="menuitem"> <div class="menu3-title">Solutions</div> <ul class="menu-level-4" role="menu"> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/design-visualization/quadro-servers/rtx/" target="_self" class="menu-item-link">Data Center/Cloud</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/design-visualization/quadro/" target="_self" class="menu-item-link">Laptops/Desktops</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/design-visualization/solutions/quadro-vr/" target="_self" class="menu-item-link">Augmented and Virtual Reality</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/design-visualization/solutions/quadro-display-desktop-management/" target="_self" class="menu-item-link">Multi-Display</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/design-visualization/solutions/rendering/" target="_self" class="menu-item-link">Rendering</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/omniverse/" target="_self" class="menu-item-link">Metaverse - Omniverse</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/design-visualization/virtual-workstation/" target="_self" class="menu-item-link">Graphics Virtualization</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/design-visualization/solutions/engineering-simulation/" target="_self" class="menu-item-link">Engineering Simulation</a> </li> </ul> </li> </ul> </div> </div> <div class="nv-menu3-container nv-level3-tab2 three-lvl-tab"> <div class="nav-row-container"> <ul class="menu-level-3 menu-accordion open" role="menu"> <li class="menu-level-3 menu-col-1" role="menuitem"> <div class="menu3-title">Industries</div> <ul class="menu-level-4" role="menu"> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/industries/finance/" target="_self" class="menu-item-link">Financial Services</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/industries/consumer-internet/" target="_self" class="menu-item-link">Consumer Internet</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/industries/healthcare-life-sciences/" target="_self" class="menu-item-link">Healthcare</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/industries/higher-education-research/" target="_self" class="menu-item-link">Higher Education</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/industries/retail/" target="_self" class="menu-item-link">Retail</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/industries/public-sector/" target="_self" class="menu-item-link">Public Sector</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/industries/" target="_self" class="menu-item-link"><i>All Industries ></i></a> </li> </ul> </li> <li class="menu-level-3 menu-col-1" role="menuitem"> <div class="menu3-title">Solutions</div> <ul class="menu-level-4" role="menu"> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/solutions/inference-platform/" target="_self" class="menu-item-link">AI Inference</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/ai-workflows/" target="_self" class="menu-item-link">AI Workflows</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/solutions/conversational-ai/" target="_self" class="menu-item-link">Conversational AI</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/solutions/data-analytics/" target="_self" class="menu-item-link">Data Analytics</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/solutions/training/" target="_self" class="menu-item-link">Deep Learning Training</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/generative-ai/" target="_self" class="menu-item-link">Generative AI</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/solutions/machine-learning/" target="_self" class="menu-item-link">Machine Learning</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/solutions/prediction-forecasting/" target="_self" class="menu-item-link">Prediction and Forecasting</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/solutions/speech-ai/" target="_self" class="menu-item-link">Speech AI</a> </li> </ul> </li> <li class="menu-level-3 menu-col-1" role="menuitem"> <div class="menu3-title">Software</div> <ul class="menu-level-4" role="menu"> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/products/ai-enterprise-suite/" target="_self" class="menu-item-link">AI Enterprise Suite</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/products/triton-inference-server/" target="_self" class="menu-item-link">AI Inference - Triton</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/ai-workflows/" target="_self" class="menu-item-link">AI Workflows</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/nvidia-omniverse-platform/ace/tokkio-showcase" target="_blank" class="menu-item-link" rel="noopener noreferrer">Avatar - Tokkio</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/products/morpheus/" target="_self" class="menu-item-link">Cybersecurity - Morpheus</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/software/rapids/" target="_self" class="menu-item-link">Data Analytics - RAPIDS</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/solutions/data-science/apache-spark-3/" target="_self" class="menu-item-link">Apache Spark</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/solutions/data-science/workbench/" target="_self" class="menu-item-link">AI Workbench</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/generative-ai/nemo-framework/" target="_self" class="menu-item-link">Large Language Models - NeMo Framework</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/products/cuopt/" target="_self" class="menu-item-link">Logistics and Route Optimization - cuOpt</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/nvidia-merlin" target="_blank" class="menu-item-link" rel="noopener noreferrer">Recommender Systems - Merlin</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/products/riva/" target="_self" class="menu-item-link">Speech AI - Riva</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/gpu-cloud/" target="_self" class="menu-item-link">NGC Overview</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://catalog.ngc.nvidia.com/" target="_blank" class="menu-item-link" rel="noopener noreferrer">NGC Software Catalog</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/open-source/" target="_blank" class="menu-item-link" rel="noopener noreferrer">Open Source Software</a> </a> </li> </ul> </li> <li class="menu-level-3 menu-col-1" role="menuitem"> <div class="menu3-title">Products</div> <ul class="menu-level-4" role="menu"> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/products/titan-rtx/" target="_self" class="menu-item-link">PC</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/solutions/data-science/workstations/" target="_self" class="menu-item-link">Laptops & Workstations</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/" target="_self" class="menu-item-link">Data Center</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/gpu-cloud-computing/" target="_self" class="menu-item-link">Cloud</a> </li> </ul> </li> <li class="menu-level-3 menu-col-1" role="menuitem"> <div class="menu3-title">Resources</div> <ul class="menu-level-4" role="menu"> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/professional-services/" target="_self" class="menu-item-link">Professional Services</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/training/" target="_self" class="menu-item-link">Technical Training</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/startups/" target="_self" class="menu-item-link">Startups</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/accelerated-applications/" target="_self" class="menu-item-link">AI Accelerator Program</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://resources.nvidia.com/l/en-us-data-science" target="_blank" class="menu-item-link" rel="noopener noreferrer">Content Library</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/research/" target="_self" class="menu-item-link">NVIDIA Research</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/blog/category/data-science/" target="_self" class="menu-item-link">Developer Blog</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/kaggle-grandmasters/" target="_self" class="menu-item-link">Kaggle Grandmasters</a> </li> </ul> </li> </ul> </div> </div> <div class="nv-menu3-container nv-level3-tab3 three-lvl-tab"> <div class="nav-row-container"> <ul class="menu-level-3 menu-accordion open" role="menu"> <li class="menu-level-3 menu-col-1-5" role="menuitem"> <div class="menu3-title">Developer Resources</div> <ul class="menu-level-4" role="menu"> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/join" target="_blank" class="menu-item-link" rel="noopener noreferrer">Join the Developer Program</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://catalog.ngc.nvidia.com/" target="_blank" class="menu-item-link" rel="noopener noreferrer">NGC Catalog</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/gpu-cloud/" target="_self" class="menu-item-link">NVIDIA NGC</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/training/" target="_self" class="menu-item-link">Technical Training</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://news.developer.nvidia.com/" target="_blank" class="menu-item-link" rel="noopener noreferrer">News</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/blog" target="_blank" class="menu-item-link" rel="noopener noreferrer">Blog</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://forums.developer.nvidia.com/" target="_blank" class="menu-item-link" rel="noopener noreferrer">Forums</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/open-source/" target="_blank" class="menu-item-link" rel="noopener noreferrer">Open Source Portal</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/gtc/" target="_self" class="menu-item-link">NVIDIA GTC</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/startups/" target="_self" class="menu-item-link">Startups</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/" target="_self" class="menu-item-link"><em>Developer Home</em></a> </li> </ul> </li> <li class="menu-level-3 menu-col-1-5" role="menuitem"> <div class="menu3-title">Application Frameworks</div> <ul class="menu-level-4" role="menu"> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/products/triton-inference-server/" target="_self" class="menu-item-link">AI Inference - Triton</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/drive" target="_blank" class="menu-item-link" rel="noopener noreferrer">Automotive - DRIVE</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/MAXINE" target="_blank" class="menu-item-link" rel="noopener noreferrer">Cloud-AI Video Streaming - Maxine</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/culitho" target="_blank" class="menu-item-link" rel="noopener noreferrer">Computational Lithography - cuLitho</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/products/morpheus/" target="_self" class="menu-item-link">Cybersecurity - Morpheus</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/software/rapids/" target="_self" class="menu-item-link">Data Analytics - RAPIDS</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/generative-ai" target="_blank" class="menu-item-link" rel="noopener noreferrer">Generative AI</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/clara/" target="_self" class="menu-item-link">Healthcare - Clara</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/hpc-sdk" target="_blank" class="menu-item-link" rel="noopener noreferrer">High-Performance Computing</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/autonomous-machines/intelligent-video-analytics-platform/" target="_self" class="menu-item-link">Intelligent Video Analytics - Metropolis</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/products/cuopt/" target="_self" class="menu-item-link">Logistics and Route Optimization - cuOpt</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/nvidia-omniverse-platform" target="_blank" class="menu-item-link" rel="noopener noreferrer">Metaverse Applications - Omniverse</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/nvidia-merlin" target="_blank" class="menu-item-link" rel="noopener noreferrer">Recommender Systems - Merlin</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/isaac" target="_blank" class="menu-item-link" rel="noopener noreferrer">Robotics - Isaac</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/products/riva/" target="_self" class="menu-item-link">Speech AI - Riva</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/aerial-sdk" target="_blank" class="menu-item-link" rel="noopener noreferrer">Telecommunications - Aerial</a> </a> </li> </ul> </li> <li class="menu-level-3 menu-col-1-5" role="menuitem"> <div class="menu3-title">Top SDKs and Libraries</div> <ul class="menu-level-4" role="menu"> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/cuda-zone" target="_blank" class="menu-item-link" rel="noopener noreferrer">Parallel Programming - CUDA Toolkit</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/embedded/jetpack" target="_blank" class="menu-item-link" rel="noopener noreferrer">Edge AI applications - Jetpack</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/networking/doca" target="_blank" class="menu-item-link" rel="noopener noreferrer">BlueField data processing - DOCA</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/gpu-accelerated-libraries" target="_blank" class="menu-item-link" rel="noopener noreferrer">Accelerated Libraries - CUDA-X Libraries</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/tensorrt" target="_blank" class="menu-item-link" rel="noopener noreferrer">Deep Learning Inference - TensorRT</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/cudnn" target="_blank" class="menu-item-link" rel="noopener noreferrer">Deep Learning Training - cuDNN</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/deep-learning-frameworks" target="_blank" class="menu-item-link" rel="noopener noreferrer">Deep Learning Frameworks</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/nvidia-nemo" target="_blank" class="menu-item-link" rel="noopener noreferrer">Conversational AI - NeMo</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/generative-ai/nemo-framework/" target="_self" class="menu-item-link">Generative AI - NeMo</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/deepstream-sdk" target="_blank" class="menu-item-link" rel="noopener noreferrer">Intelligent Video Analytics - DeepStream</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/unrealengine" target="_blank" class="menu-item-link" rel="noopener noreferrer">NVIDIA Unreal Engine 4</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/rtx" target="_blank" class="menu-item-link" rel="noopener noreferrer">Ray Tracing - RTX</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/nvidia-video-codec-sdk" target="_blank" class="menu-item-link" rel="noopener noreferrer">Video Decode/Encode</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/drive/driveworks" target="_blank" class="menu-item-link" rel="noopener noreferrer">Automotive - DriveWorks SDK</a> </a> </li> </ul> </li> </ul> </div> </div> <div class="nv-menu3-container nv-level3-tab4 three-lvl-tab"> <div class="nav-row-container"> <ul class="menu-level-3 menu-accordion open" role="menu"> </ul> </div> </div> <div class="nv-menu3-container nv-level3-tab5 three-lvl-tab"> <div class="nav-row-container"> <ul class="menu-level-3 menu-accordion open" role="menu"> <li class="menu-level-3 menu-col-2" role="menuitem"> <div class="menu3-title">GeForce</div> <ul class="menu-level-4" role="menu"> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce/" target="_self" class="menu-item-link">Overview</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce/graphics-cards/30-series/" target="_self" class="menu-item-link">GeForce Graphics Cards</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce/gaming-laptops/" target="_self" class="menu-item-link">Gaming Laptops</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce/products/g-sync-monitors/" target="_self" class="menu-item-link">G-SYNC Monitors</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce/20-series/rtx/" target="_self" class="menu-item-link">RTX Games</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce/geforce-experience/" target="_self" class="menu-item-link">GeForce Experience</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce/drivers/" target="_self" class="menu-item-link">GeForce Drivers</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce/forums/" target="_self" class="menu-item-link">Forums</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce/GeForce%20Support/" target="_self" class="menu-item-link">Support</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://store.nvidia.com/en-us/geforce/store/?page=1&limit=9&locale=en-us" target="_blank" class="menu-item-link" rel="noopener noreferrer">Shop</a> </a> </li> </ul> </li> <li class="menu-level-3 menu-col-1" role="menuitem"> <div class="menu3-title">GeForce NOW</div> <ul class="menu-level-4" role="menu"> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce-now/" target="_self" class="menu-item-link">Overview</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce-now/download/" target="_self" class="menu-item-link">Download</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce-now/games/" target="_self" class="menu-item-link">Games</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce-now/memberships/" target="_self" class="menu-item-link">Pricing</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce/products/geforce-now/faq/" target="_self" class="menu-item-link">FAQs</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://forums.geforce.com/default/board/199/geforce-now-for-mac-beta/" target="_self" class="menu-item-link">Forums</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce-now/support/" target="_self" class="menu-item-link">Support</a> </li> </ul> </li> <li class="menu-level-3 menu-col-1" role="menuitem"> <div class="menu3-title">SHIELD</div> <ul class="menu-level-4" role="menu"> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/shield/" target="_self" class="menu-item-link">Overview</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/shield/compare/" target="_self" class="menu-item-link">Compare</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/shield/shop/" target="_self" class="menu-item-link">Shop</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://nvidia.custhelp.com/app/answers/detail/a_id/4732" target="_blank" class="menu-item-link" rel="noopener noreferrer">FAQs</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://nvidia.custhelp.com/app/shield/st/5/p/178/page/1/" target="_blank" class="menu-item-link" rel="noopener noreferrer">Knowledge Base</a> </a> </li> </ul> </li> </ul> </div> </div> <div class="nv-menu3-container nv-level3-tab6 three-lvl-tab"> <div class="nav-row-container"> <ul class="menu-level-3 menu-accordion open" role="menu"> </ul> </div> </div> <div class="nv-menu3-container nv-level3-tab7 three-lvl-tab"> <div class="nav-row-container"> <ul class="menu-level-3 menu-accordion open" role="menu"> <li class="menu-level-3 menu-col-1" role="menuitem"> <div class="menu3-title">Solutions</div> <ul class="menu-level-4" role="menu"> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/solutions/on-premises/" target="_self" class="menu-item-link">Data Center (On-Premises)</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/edge-computing/" target="_self" class="menu-item-link">Edge Computing</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/gpu-cloud-computing/" target="_self" class="menu-item-link">Cloud Computing</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/networking/" target="_self" class="menu-item-link">Networking</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/virtualization/" target="_self" class="menu-item-link">Virtualization</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/accelerated-computing-for-enterprise-it/" target="_self" class="menu-item-link">Enterprise IT Solutions</a> </li> </ul> </li> <li class="menu-level-3 menu-col-1" role="menuitem"> <div class="menu3-title">Software</div> <ul class="menu-level-4" role="menu"> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/products/ai-enterprise-suite/" target="_self" class="menu-item-link">AI Enterprise Suite</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/egx-stack" target="_blank" class="menu-item-link" rel="noopener noreferrer">Cloud Native Support</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/cluster-management" target="_blank" class="menu-item-link" rel="noopener noreferrer">Cluster Management</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/products/fleet-command/" target="_self" class="menu-item-link">Edge Deployment Management</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/products/triton-inference-server/" target="_self" class="menu-item-link">AI Inference - Triton</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/magnum-io/" target="_self" class="menu-item-link">IO Acceleration</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/networking/products/software/" target="_self" class="menu-item-link">Networking</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/virtual-solutions/" target="_self" class="menu-item-link">Virtual GPU</a> </li> </ul> </li> <li class="menu-level-3 menu-col-1" role="menuitem"> <div class="menu3-title">Apps and Tools</div> <ul class="menu-level-4" role="menu"> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/software/" target="_self" class="menu-item-link">Data Center</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/dcgm" target="_blank" class="menu-item-link" rel="noopener noreferrer">GPU Monitoring</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/design-visualization/software/quadro-experience/" target="_self" class="menu-item-link">NVIDIA Quadro Experience</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/design-visualization/software/rtx-desktop-manager/" target="_self" class="menu-item-link">NVIDIA RTX Desktop Manager</a> </li> </ul> </li> <li class="menu-level-3 menu-col-1" role="menuitem"> <div class="menu3-title">Resources</div> <ul class="menu-level-4" role="menu"> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/resources/" target="_self" class="menu-item-link">Data Center & IT Resources</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://academy.nvidia.com/en/" target="_blank" class="menu-item-link" rel="noopener noreferrer">Technical Training and Certification</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/support/enterprise/" target="_self" class="menu-item-link">Enterprise Support</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/drivers/" target="_self" class="menu-item-link">Drivers</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/product-security/" target="_self" class="menu-item-link">Security</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://docs.nvidia.com/" target="_blank" class="menu-item-link" rel="noopener noreferrer">Product Documentation</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://forums.developer.nvidia.com/" target="_blank" class="menu-item-link" rel="noopener noreferrer">Forums</a> </a> </li> </ul> </li> </ul> </div> </div> <div class="nv-menu3-container nv-level3-tab8 three-lvl-tab"> <div class="nav-row-container"> <ul class="menu-level-3 menu-accordion open" role="menu"> <li class="menu-level-3 menu-col-4" role="menuitem"> <div class="menu3-title"></div> <ul class="menu-level-4" role="menu"> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/research/" target="_self" class="menu-item-link">NVIDIA Research Home</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/research/research-areas/" target="_self" class="menu-item-link">Research Areas</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/research/ai-playground/" target="_self" class="menu-item-link">AI Playground</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.youtube.com/user/NVIDIADeveloper" target="_self" class="menu-item-link">Video Highlights</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/research/covid-19" target="_blank" class="menu-item-link" rel="noopener noreferrer">COVID-19</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://catalog.ngc.nvidia.com/" target="_blank" class="menu-item-link" rel="noopener noreferrer">NGC Catalog</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/training/" target="_self" class="menu-item-link">Technical Training</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/startups/" target="_self" class="menu-item-link">Startups</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/research/news/" target="_self" class="menu-item-link">News</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/blog/" target="_blank" class="menu-item-link" rel="noopener noreferrer">Developer Blog</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/open-source/" target="_blank" class="menu-item-link" rel="noopener noreferrer">Open Source Portal</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/industries/healthcare-life-sciences/cambridge-1/" target="_self" class="menu-item-link">Cambridge-1 Supercomputer</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/nvidia-kaolin" target="_blank" class="menu-item-link" rel="noopener noreferrer">3D Deep Learning Research</a> </a> </li> </ul> </li> </ul> </div> </div> <div class="nv-menu3-container nv-level3-tab9 three-lvl-tab"> <div class="nav-row-container"> <ul class="menu-level-3 menu-accordion open" role="menu"> <li class="menu-level-3 menu-col-1" role="menuitem"> <div class="menu3-title">Products</div> <ul class="menu-level-4" role="menu"> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/dgx-systems/" target="_self" class="menu-item-link">AI Training - DGX</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/products/egx/" target="_self" class="menu-item-link">Edge Computing - EGX</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/autonomous-machines/embedded-systems/jetson-xavier-nx/" target="_self" class="menu-item-link">Embedded Computing - Jetson</a> </li> </ul> </li> <li class="menu-level-3 menu-col-1" role="menuitem"> <div class="menu3-title">Software</div> <ul class="menu-level-4" role="menu"> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/isaac-ros" target="_blank" class="menu-item-link" rel="noopener noreferrer">Robotics - Isaac ROS</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/isaac-sim" target="_blank" class="menu-item-link" rel="noopener noreferrer">Simulation - Isaac Sim</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/transfer-learning-toolkit" target="_blank" class="menu-item-link" rel="noopener noreferrer">TAO Toolkit</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/deepstream-sdk" target="_blank" class="menu-item-link" rel="noopener noreferrer">Vision AI - Deepstream SDK</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/products/fleet-command/" target="_self" class="menu-item-link">Edge Deployment Management</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/nvidia-omniverse-platform/replicator" target="_blank" class="menu-item-link" rel="noopener noreferrer">Synthetic Data Generation - Replicator</a> </a> </li> </ul> </li> <li class="menu-level-3 menu-col-1" role="menuitem"> <div class="menu3-title">Use Cases</div> <ul class="menu-level-4" role="menu"> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/industries/healthcare/" target="_self" class="menu-item-link">Healthcare and Life Sciences</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/industries/manufacturing/" target="_self" class="menu-item-link">Manufacturing</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/industries/public-sector/" target="_self" class="menu-item-link">Public Sector</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/industries/retail/" target="_self" class="menu-item-link">Retail</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/industries/robotics/" target="_self" class="menu-item-link">Robotics</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/industries/" target="_self" class="menu-item-link"><i>More ></i></a> </li> </ul> </li> <li class="menu-level-3 menu-col-1" role="menuitem"> <div class="menu3-title">Resources</div> <ul class="menu-level-4" role="menu"> <li class="menu-level-4" role="menuitem"> <a href="https://blogs.nvidia.com/blog/category/robotics/" target="_blank" class="menu-item-link" rel="noopener noreferrer">NVIDIA Blog</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/research/" target="_self" class="menu-item-link">Robotics Research</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://developer.nvidia.com/blog?r=1&tags=&categories=robotics" target="_blank" class="menu-item-link" rel="noopener noreferrer">Developer Blog</a> </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/training/" target="_self" class="menu-item-link">Technical Training</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/startups/" target="_self" class="menu-item-link">Startups</a> </li> </ul> </li> </ul> </div> </div> <div class="nv-menu3-container nv-level3-tab10 three-lvl-tab"> <div class="nav-row-container"> <ul class="menu-level-3 menu-accordion open" role="menu"> </ul> </div> </div> </div> </div> </li> <li class=" menu-slider" role="presentation"></li> </ul> <ul class="nv-menu-list right" aria-label="menu" role="menu"> <li class="nv-menu-item" role="none"><a href="https://store.nvidia.com/en-us/" class="menu-button-link menu-level-1" role="menuitem" target="_blank">Shop</a> </li> <li class="nv-menu-item" role="none"><a href="https://www.nvidia.com/en-us/drivers/" class="menu-button-link menu-level-1" role="menuitem" target="_self">Drivers</a> </li> <li class="nv-menu-item" role="none"><a href="https://www.nvidia.com/en-us/support/" class="menu-button-link menu-level-1" role="menuitem" target="_self">Support</a> </li> </ul> </div>  <div class="nav-tools-container"> <ul class="nav-header-list" role="list" aria-label="Menu Tools"> <div class="searchoverlay"></div> <li class="nav-header-item search-item" role="none"> <div class="search-abort-container hide" id="cancel-nv-search-box"> <a href="#" class="search-abort" role="search"> <svg class="n24-icon mega-nav-close-menu-icon" aria-labelledby="search"> <use xlink:href="#n24-close" /> </svg> </a> </div> </li> <li class="nav-header-item search-item" role="none" id="nv-search-box"><a class="menu-level-1" href="#" aria-haspopup="true" aria-label="Search NVIDIA"> <svg class="n24-icon nav-search-icon" aria-labelledby="search"> <use xlink:href="#n24-search" /> </svg> </a> </li> <li class="nav-header-item hide"> <a id="nv-login" aria-label="User Account" aria-expanded="false" class="nav-profile-link menu-level-1" href="https://www.nvidia.com/en-us/account/" role="none"> <svg aria-label="User Account" class="n24-icon nvprofileicon n24-account"> <use xlink:href="#n24-user-circle" /> </svg> </a> </li> <li class="nav-header-item hide"><a id="nod-login" style="display: none" href="#"> <span>Log In</span> </a> <a id="nod-logout" style="display: none" href="#"> <span>LogOut</span> </a></li> </ul> </div> </div> </div>  <div class="mobile-nav"> <div class="nav-header"> <a class="skip-main" href="#page-content"><span>Skip to main content</span></a> <div class="nav-header-container"> <div class="nav-tools-container"> <ul class="nav-header-list" role="list"> <li class="nav-header-item mobile-menu-button-item"> <button id="menu-toggle" class="menu-button mobile-menu-button toplevel" tabindex="0" aria-controls="mobile-menu-navigation" aria-expanded="false" aria-label="Main Menu"> <span id="mega-nav-open-menu-icon"> <svg class="n24-icon mega-nav-open-menu-icon"> <use xlink:href="#n24-menu" /> </svg> </span> <span id="mega-nav-close-menu-icon" class="hide"> <svg class="n24-icon mega-nav-close-menu-icon"> <use xlink:href="#n24-close" /> </svg> </span> </button> </li> <div class="searchoverlay"></div> <li class="nav-header-item search-item"> <div class="search-abort-container hide" id="cancel-nv-search-box-mobile"> <a href="#" class="search-abort"> <svg class="n24-icon mega-nav-close-menu-icon" aria-labelledby="search"> <use xlink:href="#n24-close" /> </svg> </a> </div> </li> <li class="nav-header-item search-item" id="nv-search-box-mobile"> <a class="toplevel" href="#" aria-haspopup="true" aria-label="Search NVIDIA"> <svg class="n24-icon nav-search-icon"> <use xlink:href="#n24-search" /> </svg> </a> </li> <li class="nav-header-item brand-container"> <a class="brand-link pull-left nvidia-logo toplevel" href="https://www.nvidia.com/en-us/" title='Artificial Intelligence Computing Leadership from NVIDIA' alt='Artificial Intelligence Computing Leadership from NVIDIA' aria-labelledby="nvidia_logo_desktop"> <svg class="n24-nvidia-logo" aria-labelledby="nvidia_logo"> <use xlink:href="#n24-nvidia-logo" /> </svg> </a> </li> <li class="nav-header-item hide nv-cart-item" id="nv-cart-item" role="status"> <span class="nav-badge cart-counter">0</span> <a aria-expanded="false" aria-haspopup="true" aria-label="Shopping Cart" class="nav-cart-link toplevel" href="/" role="status"> <svg class="n24-icon nvcarticon n24-cart" style="" aria-labelledby="shopping_cart"> <use xlink:href="#n24-cart" /> </svg> </a> </li> <li class="nav-header-item profile-item"> <a id="nv-login-mob" class="nav-profile-link toplevel" href="https://www.nvidia.com/en-us/account/"> <svg aria-label="User Account" class="n24-icon nvprofileicon n24-account"> <use xlink:href="#n24-user-circle" /> </svg> </a> </li> <li class="nav-header-item hide"> <a id="nod-login" style="display: none" href="#"><span>Login</span></a> <a id="nod-logout" style="display: none" href="#"><span>LogOut</span></a> </li> </ul> </div> </div> </div> <div id="mega-nav" class="mega-nav" role="navigation"> <div class="mega-menu hide">  <svg xmlns="http://www.w3.org/2000/svg" class="hide" style="display: none;"> <symbol id="n24-nvidia-logo" viewBox="0 0 108.472 20"> <title id="nvidia_logo">NVIDIA</title> <desc>NVIDIA logo</desc> <path id="nvidia-logo-reg" d="M1072.628,253.918v-.3h.192c.105,0,.248.008.248.136s-.073.163-.2.163h-.243m0,.211h.129l.3.524h.327l-.33-.545a.3.3,0,0,0,.311-.323c0-.285-.2-.377-.53-.377h-.482v1.245h.276v-.524m1.4-.1a1.2,1.2,0,1,0-1.2,1.157,1.14,1.14,0,0,0,1.2-1.157m-.347,0a.854.854,0,0,1-.855.891v0a.889.889,0,1,1,.855-.887Z" transform="translate(-965.557 -237.878)" /> <path id="nvidia-logo-NVIDIA" d="M463.9,151.934v13.127h3.707V151.934Zm-29.164-.018v13.145h3.74v-10.2l2.918.01a2.674,2.674,0,0,1,2.086.724c.586.625.826,1.632.826,3.476v5.995h3.624V157.8c0-5.183-3.3-5.882-6.536-5.882Zm35.134.018v13.127h6.013c3.2,0,4.249-.533,5.38-1.727a7.352,7.352,0,0,0,1.316-4.692,7.789,7.789,0,0,0-1.2-4.516c-1.373-1.833-3.352-2.191-6.306-2.191Zm3.677,2.858h1.594c2.312,0,3.808,1.039,3.808,3.733s-1.5,3.734-3.808,3.734h-1.594Zm-14.992-2.858-3.094,10.4-2.965-10.4h-4l4.234,13.127h5.343l4.267-13.127Zm25.749,13.127h3.708V151.935h-3.709ZM494.7,151.939l-5.177,13.117h3.656l.819-2.318h6.126l.775,2.318h3.969l-5.216-13.118Zm2.407,2.393,2.246,6.145h-4.562Z" transform="translate(-399.551 -148.155)" /> <path id="nvidia-logo-eye-mark" data-name="Eye Mark" d="M129.832,124.085v-1.807c.175-.013.353-.022.533-.028,4.941-.155,8.183,4.246,8.183,4.246s-3.5,4.863-7.255,4.863a4.553,4.553,0,0,1-1.461-.234v-5.478c1.924.232,2.31,1.082,3.467,3.01l2.572-2.169a6.81,6.81,0,0,0-5.042-2.462,9.328,9.328,0,0,0-1,.059m0-5.968v2.7c.177-.014.355-.025.533-.032,6.871-.232,11.348,5.635,11.348,5.635s-5.142,6.253-10.5,6.253a7.906,7.906,0,0,1-1.383-.122v1.668a9.1,9.1,0,0,0,1.151.075c4.985,0,8.59-2.546,12.081-5.559.578.463,2.948,1.591,3.435,2.085-3.319,2.778-11.055,5.018-15.44,5.018-.423,0-.829-.026-1.228-.064v2.344h18.947v-20Zm0,13.009v1.424c-4.611-.822-5.89-5.615-5.89-5.615a9.967,9.967,0,0,1,5.89-2.85v1.563h-.007a4.424,4.424,0,0,0-3.437,1.571s.845,3.035,3.444,3.908m-8.189-4.4a11.419,11.419,0,0,1,8.189-4.449v-1.463c-6.043.485-11.277,5.6-11.277,5.6s2.964,8.569,11.277,9.354v-1.555C123.731,133.451,121.643,126.728,121.643,126.728Z" transform="translate(-118.555 -118.117)" fill="#74b71b" /> </symbol> </svg> <ul class="menu-level-1 row-1" aria-label="menu" id="mobile-menu-navigation" role="menubar"> <li class="menu-button caret-right caret-left close"> <span class="menu-button main-menu-buttons-desktop"> <button class="menu-button caret-right hide"> <svg class="n24-icon menu-button caret-right" aria-labelledby="main_menu" aria-controls="main-menu-navigation"> <use xlink:href="#n24-caret-right-small" /> </svg> <span id="mega-menu-expand-label" class="hide" id="Main Menu">Main Menu</span> </button> <button class="menu-button caret-left hide"> <svg class="n24-icon menu-button caret-left"> <use xlink:href="#n24-caret-left-small" /> </svg> </button> <button class="menu-button close hide"> <svg class="n24-icon menu-button close"> <use xlink:href="#n24-close-small" /> </svg> </button> </span> </li> <li id="nav-lvl1-tab1" class="menu-level-1 row-1 mm-1" role="none" aria-haspop="true" aria-expanded="false"> <a role="menuitem" href="#nav-lvl1-tab1">Products<svg class="n24-icon menu-button caret-down"> <use xlink:href="#n24-caret-down" /></svg> </a> </li> <li> <ul class="menu-level-2 row-2 menu-accordion grid-container closed hide" role="menu"> <li id="nav-lvl1-tab1-lvl2-tab1" class="menu-level-2 row-2 grid-item" role="none" aria-expanded="false" aria-haspopup="true"> <a href="#nav-lvl1-tab1-lvl2-tab1">Hardware<svg class="n24-icon menu-button caret-down"><use xlink:href="#n24-caret-down" /></svg></a> </li> <li> <ul class="menu-level-3 row-3 menu-accordion grid-container closed hide" role="menu"> <li class="menu-level-3 row-3 grid-item" role="none"> <div class="menu-level-3 title">Gaming and Creating</div> <ul class="menu-level-4 grid-container" role="menu"> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce/graphics-cards/" target="_self" class="mm-link">GeForce Graphics Cards</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce/laptops/" target="_self" class="mm-link">Laptops</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce/products/g-sync-monitors/" target="_self" class="mm-link">G-SYNC Monitors</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/studio/laptops-desktops/" target="_self" class="mm-link">Studio</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/shield/" target="_self" class="mm-link">SHIELD TV</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-on-rtx/" target="_self" class="mm-link">RTX AI PCs</a> </li> </ul> </li> <li class="menu-level-3 row-3 grid-item" role="none"> <div class="menu-level-3 title">Laptops and Workstations</div> <ul class="menu-level-4 grid-container" role="menu"> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce/laptops/" target="_self" class="mm-link">Laptops</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/design-visualization/desktop-graphics/" target="_self" class="mm-link">NVIDIA RTX in Desktop Workstations</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/design-visualization/rtx-professional-laptops/" target="_self" class="mm-link">NVIDIA RTX in Professional Laptops</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/workstations/" target="_self" class="mm-link">NVIDIA RTX-Powered AI Workstations</a> </li> </ul> </li> <li class="menu-level-3 row-3 grid-item" role="none"> <div class="menu-level-3 title">Cloud and Data Center</div> <ul class="menu-level-4 grid-container" role="menu"> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/" target="_self" class="mm-link">Overview</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/grace-cpu/" target="_self" class="mm-link">Grace CPU</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/dgx-platform/" target="_self" class="mm-link">DGX Platform</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/products/egx/" target="_self" class="mm-link">EGX Platform</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/edge-computing/products/igx/" target="_self" class="mm-link">IGX Platform</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/hgx/" target="_self" class="mm-link">HGX Platform</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/products/mgx/" target="_self" class="mm-link">NVIDIA MGX</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/omniverse/platform/ovx/" target="_self" class="mm-link">NVIDIA OVX</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/self-driving-cars/infrastructure/" target="_self" class="mm-link">DRIVE Sim</a> </li> </ul> </li> <li class="menu-level-3 row-3 grid-item" role="none"> <div class="menu-level-3 title">Networking</div> <ul class="menu-level-4 grid-container" role="menu"> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/networking/" target="_self" class="mm-link">Overview</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/networking/products/data-processing-unit/" target="_self" class="mm-link">DPUs and SuperNICs</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/networking/products/ethernet/" target="_self" class="mm-link">Ethernet</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/networking/products/infiniband/" target="_self" class="mm-link">InfiniBand</a> </li> </ul> </li> <li class="menu-level-3 row-3 grid-item" role="none"> <div class="menu-level-3 title">GPUs</div> <ul class="menu-level-4 grid-container" role="menu"> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce/graphics-cards/40-series/" target="_self" class="mm-link">GeForce</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/design-visualization/rtx/" target="_self" class="mm-link">NVIDIA RTX / Quadro</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/technologies/hopper-architecture/" target="_self" class="mm-link">Data Center</a> </li> </ul> </li> <li class="menu-level-3 row-3 grid-item" role="none"> <div class="menu-level-3 title">Embedded Systems</div> <ul class="menu-level-4 grid-container" role="menu"> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/autonomous-machines/embedded-systems/" target="_self" class="mm-link">Jetson</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/self-driving-cars/hardware/" target="_self" class="mm-link">DRIVE AGX</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/clara/intelligent-medical-instruments/" target="_self" class="mm-link">Clara AGX</a> </li> </ul> </li> </ul> </li> <li id="nav-lvl1-tab1-lvl2-tab2" class="menu-level-2 row-2 grid-item" role="none" aria-expanded="false" aria-haspopup="true"> <a href="#nav-lvl1-tab1-lvl2-tab2">Software<svg class="n24-icon menu-button caret-down"><use xlink:href="#n24-caret-down" /></svg></a> </li> <li> <ul class="menu-level-3 row-3 menu-accordion grid-container closed hide" role="menu"> <li class="menu-level-3 row-3 grid-item" role="none"> <div class="menu-level-3 title">Application Frameworks</div> <ul class="menu-level-4 grid-container" role="menu"> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/products/triton-inference-server/" target="_self" class="mm-link">AI Inference - Triton</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/self-driving-cars/software/" target="_self" class="mm-link">Automotive - DRIVE</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/MAXINE" target="_blank" class="mm-link" rel="noopener noreferrer">Cloud-AI Video Streaming - Maxine</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/culitho" target="_blank" class="mm-link" rel="noopener noreferrer">Computational Lithography - cuLitho</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/products/morpheus/" target="_self" class="mm-link">Cybersecurity - Morpheus</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/software/rapids/" target="_self" class="mm-link">Data Analytics - RAPIDS</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/generative-ai/nemo-framework/" target="_self" class="mm-link">Generative AI - NeMo</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/clara/" target="_self" class="mm-link">Healthcare - Clara</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/hpc-sdk" target="_blank" class="mm-link" rel="noopener noreferrer">High-Performance Computing</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/autonomous-machines/intelligent-video-analytics-platform/" target="_self" class="mm-link">Intelligent Video Analytics - Metropolis</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/products/cuopt/" target="_self" class="mm-link">Logistics and Route Optimization - cuOpt</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/nvidia-omniverse-platform" target="_blank" class="mm-link" rel="noopener noreferrer">Metaverse Applications - Omniverse</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/nvidia-merlin" target="_blank" class="mm-link" rel="noopener noreferrer">Recommender Systems - Merlin</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/isaac-ros" target="_blank" class="mm-link" rel="noopener noreferrer">Robotics - Isaac</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/products/riva/" target="_self" class="mm-link">Speech AI - Riva</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/aerial-sdk" target="_blank" class="mm-link" rel="noopener noreferrer">Telecommunications - Aerial</a> </a> </li> </ul> </li> <li class="menu-level-3 row-3 grid-item" role="none"> <div class="menu-level-3 title">Apps and Tools</div> <ul class="menu-level-4 grid-container" role="menu"> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/accelerated-applications/" target="_self" class="mm-link">Application Catalog</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://catalog.ngc.nvidia.com/" target="_blank" class="mm-link" rel="noopener noreferrer">NGC Catalog</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/gpu-cloud/" target="_self" class="mm-link">NVIDIA NGC</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/omniverse/" target="_self" class="mm-link">3D Workflows - Omniverse</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/software/" target="_self" class="mm-link">Data Center</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/dcgm" target="_blank" class="mm-link" rel="noopener noreferrer">GPU Monitoring</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/software/nvidia-app-enterprise/" target="_self" class="mm-link">NVIDIA App for Enterprise</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/design-visualization/software/rtx-desktop-manager/" target="_self" class="mm-link">NVIDIA RTX Desktop Manager</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/studio/software/" target="_self" class="mm-link">RTX Accelerated Creative Apps</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/design-visualization/software/broadcast-app/" target="_self" class="mm-link">Video Conferencing</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/solutions/data-science/workbench/" target="_self" class="mm-link">AI Workbench</a> </li> </ul> </li> <li class="menu-level-3 row-3 grid-item" role="none"> <div class="menu-level-3 title">Gaming and Creating</div> <ul class="menu-level-4 grid-container" role="menu"> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce-now/" target="_self" class="mm-link">GeForce NOW Cloud Gaming</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce/geforce-experience/" target="_self" class="mm-link">GeForce Experience</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce/broadcasting/" target="_self" class="mm-link">NVIDIA Broadcast App</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce/machinima/" target="_self" class="mm-link">Animation - Machinima</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce/rtx-remix/" target="_self" class="mm-link">Modding - RTX Remix</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/studio/resources/" target="_self" class="mm-link">Studio</a> </li> </ul> </li> <li class="menu-level-3 row-3 grid-item" role="none"> <div class="menu-level-3 title">Infrastructure</div> <ul class="menu-level-4 grid-container" role="menu"> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/products/ai-enterprise/" target="_self" class="mm-link">AI Enterprise Suite</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/egx-stack" target="_blank" class="mm-link" rel="noopener noreferrer">Cloud Native Support</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/cluster-management" target="_blank" class="mm-link" rel="noopener noreferrer">Cluster Management</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/magnum-io/" target="_self" class="mm-link">IO Acceleration</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/networking/products/software/" target="_self" class="mm-link">Networking</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/virtual-solutions/" target="_self" class="mm-link">Virtual GPU</a> </li> </ul> </li> <li class="menu-level-3 row-3 grid-item" role="none"> <div class="menu-level-3 title">Cloud Services</div> <ul class="menu-level-4 grid-container" role="menu"> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/base-command/" target="_self" class="mm-link">Base Command</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/clara/bionemo/" target="_self" class="mm-link">BioNeMo</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/dgx-cloud/" target="_self" class="mm-link">DGX Cloud</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/gpu-cloud/nemo-llm-service/" target="_self" class="mm-link">NeMo</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/gpu-cloud/edify/" target="_self" class="mm-link">Edify</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://docs.nvidia.com/ngc/ngc-private-registry-user-guide/index.html" target="_blank" class="mm-link" rel="noopener noreferrer">Private Registry</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/omniverse/cloud/" target="_self" class="mm-link">Omniverse</a> </li> </ul> </li> </ul> </li> </ul> </li> <li id="nav-lvl1-tab2" class="menu-level-1 row-1 mm-1" role="none" aria-haspop="true" aria-expanded="false"> <a role="menuitem" href="#nav-lvl1-tab2">Solutions<svg class="n24-icon menu-button caret-down"> <use xlink:href="#n24-caret-down" /></svg> </a> </li> <li> <ul class="menu-level-3 row-2 grid-container menu-accordion closed hide" role="menu"> <li class="menu-level-3" role="none"> <div class="menu-level-3 title">Artificial Intelligence</div> <ul class="menu-level-4 grid-container" role="menu"> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/ai/" target="_self" class="mm-link" role="menuitem">Overview</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/ai-data-science/" target="_self" class="mm-link" role="menuitem">AI Platform</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/solutions/inference-platform/" target="_self" class="mm-link" role="menuitem">AI Inference</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/ai-data-science/ai-workflows/" target="_self" class="mm-link" role="menuitem">AI Workflows</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/solutions/conversational-ai/" target="_self" class="mm-link" role="menuitem">Conversational AI</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/ai/foundry/" target="_self" class="mm-link" role="menuitem">Custom Models</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/solutions/ai/cybersecurity/" target="_self" class="mm-link" role="menuitem">Cybersecurity</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/solutions/data-analytics/" target="_self" class="mm-link" role="menuitem">Data Analytics</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/ai-data-science/generative-ai/" target="_self" class="mm-link" role="menuitem">Generative AI</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/solutions/machine-learning/" target="_self" class="mm-link" role="menuitem">Machine Learning</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/solutions/prediction-forecasting/" target="_self" class="mm-link" role="menuitem">Prediction and Forecasting</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/ai-data-science/solutions/speech-ai/" target="_self" class="mm-link" role="menuitem">Speech AI</a> </li> </ul> </li> <li class="menu-level-3" role="none"> <div class="menu-level-3 title">Data Center and Cloud Computing</div> <ul class="menu-level-4 grid-container" role="menu"> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/data-center/" target="_self" class="mm-link" role="menuitem">Overview</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/data-center/solutions/accelerated-computing/" target="_self" class="mm-link" role="menuitem">Accelerated Computing for Enterprise IT</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/data-center/gpu-cloud-computing/" target="_self" class="mm-link" role="menuitem">Cloud Computing</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/data-center/colocation-partners/" target="_self" class="mm-link" role="menuitem">Colocation</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/data-center/solutions/mlops/" target="_self" class="mm-link" role="menuitem">MLOps</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/networking/" target="_self" class="mm-link" role="menuitem">Networking</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/data-center/virtual-solutions/" target="_self" class="mm-link" role="menuitem">Virtualization</a> </li> </ul> </li> <li class="menu-level-3" role="none"> <div class="menu-level-3 title">Design and Simulation</div> <ul class="menu-level-4 grid-container" role="menu"> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/solutions/design-and-simulation/" target="_self" class="mm-link" role="menuitem">Overview</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/solutions/cae/" target="_self" class="mm-link" role="menuitem">Computer Aided-Engineering</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/omniverse/solutions/digital-twins/" target="_self" class="mm-link" role="menuitem">Digital Twin Development</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/design-visualization/" target="_self" class="mm-link" role="menuitem">Rendering and Visualization</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/solutions/robotics-and-edge-computing/" target="_self" class="mm-link" role="menuitem">Robotics Simulation</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/self-driving-cars/" target="_self" class="mm-link" role="menuitem">Vehicle Simulation</a> </li> </ul> </li> <li class="menu-level-3" role="none"> <div class="menu-level-3 title">Robotics and Edge Computing</div> <ul class="menu-level-4 grid-container" role="menu"> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/solutions/robotics-and-edge-computing/" target="_self" class="mm-link" role="menuitem">Overview</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/industries/robotics/" target="_self" class="mm-link" role="menuitem">Robotics</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/edge-computing/" target="_self" class="mm-link" role="menuitem">Edge Computing</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/autonomous-machines/intelligent-video-analytics-platform/" target="_self" class="mm-link" role="menuitem">Vision AI</a> </li> </ul> </li> <li class="menu-level-3" role="none"> <div class="menu-level-3 title">High-Performance Computing</div> <ul class="menu-level-4 grid-container" role="menu"> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/high-performance-computing/" target="_self" class="mm-link" role="menuitem">Overview</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/high-performance-computing/hpc-and-ai/" target="_self" class="mm-link" role="menuitem">HPC and AI</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/high-performance-computing/scientific-visualization/" target="_self" class="mm-link" role="menuitem">Scientific Visualization</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/high-performance-computing/simulation-and-modeling/" target="_self" class="mm-link" role="menuitem">Simulation and Modeling</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/solutions/quantum-computing/" target="_self" class="mm-link" role="menuitem">Quantum Computing</a> </li> </ul> </li> <li class="menu-level-3" role="none"> <div class="menu-level-3 title">Self-Driving Vehicles</div> <ul class="menu-level-4 grid-container" role="menu"> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/self-driving-cars/" target="_self" class="mm-link" role="menuitem">Overview</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/self-driving-cars/in-vehicle-computing/" target="_self" class="mm-link" role="menuitem">In-Vehicle Computing</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/self-driving-cars/infrastructure/" target="_self" class="mm-link" role="menuitem">Infrastructure</a> </li> </ul> </li> </ul> </li> <li id="nav-lvl1-tab3" class="menu-level-1 row-1 mm-1" role="none" aria-haspop="true" aria-expanded="false"> <a role="menuitem" href="#nav-lvl1-tab3">Industries<svg class="n24-icon menu-button caret-down"> <use xlink:href="#n24-caret-down" /></svg> </a> </li> <li> <ul class="menu-level-3 row-2 grid-container menu-accordion closed hide" role="menu"> <li class="menu-level-3" role="none"> <div class="menu-level-3 title">Industries </div> <ul class="menu-level-4 grid-container" role="menu"> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/industries/" target="_self" class="mm-link" role="menuitem">Overview</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/industries/aec/" target="_self" class="mm-link" role="menuitem">Architecture, Engineering, Construction & Operations</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/industries/automotive/" target="_self" class="mm-link" role="menuitem">Automotive</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/industries/consumer-internet/" target="_self" class="mm-link" role="menuitem">Consumer Internet</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/industries/energy/" target="_self" class="mm-link" role="menuitem">Energy</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/industries/finance/" target="_self" class="mm-link" role="menuitem">Financial Services</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/industries/game-development/" target="_self" class="mm-link" role="menuitem">Gaming</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/industries/global-public-sector/" target="_self" class="mm-link" role="menuitem">Global Public Sector</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/industries/healthcare/" target="_self" class="mm-link" role="menuitem">Healthcare and Life Sciences</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/industries/higher-education-research/" target="_self" class="mm-link" role="menuitem">Higher Education and Research</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/industries/industrial-sector/" target="_self" class="mm-link" role="menuitem">Industrial</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/industries/manufacturing/" target="_self" class="mm-link" role="menuitem">Manufacturing</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/industries/media-and-entertainment/" target="_self" class="mm-link" role="menuitem">Media and Entertainment</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/industries/restaurants/" target="_self" class="mm-link" role="menuitem">Restaurants and Quick-Service</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/industries/retail/" target="_self" class="mm-link" role="menuitem">Retail and Consumer Packaged Goods</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/industries/robotics/" target="_self" class="mm-link" role="menuitem">Robotics</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/industries/smart-cities-and-spaces/" target="_self" class="mm-link" role="menuitem">Smart Cities and Spaces</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/industries/supercomputing/" target="_self" class="mm-link" role="menuitem">Supercomputing</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/industries/telecommunications/" target="_self" class="mm-link" role="menuitem">Telecommunications</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/industries/public-sector/" target="_self" class="mm-link" role="menuitem">US Public Sector</a> </li> </ul> </li> </ul> </li> <li id="nav-lvl1-tab4" class="menu-level-1 row-1 mm-1" role="none" aria-haspop="true" aria-expanded="false"> <a role="menuitem" href="#nav-lvl1-tab4">For You<svg class="n24-icon menu-button caret-down"> <use xlink:href="#n24-caret-down" /></svg> </a> </li> <li> <ul class="menu-level-2 row-2 menu-accordion grid-container closed hide" role="menu"> <li id="nav-lvl1-tab4-lvl2-tab1" class="menu-level-2 row-2 grid-item" role="none" aria-expanded="false" aria-haspopup="true"> <a href="#nav-lvl1-tab4-lvl2-tab1">Creatives/Designers<svg class="n24-icon menu-button caret-down"><use xlink:href="#n24-caret-down" /></svg></a> </li> <li> <ul class="menu-level-3 row-3 menu-accordion grid-container closed hide" role="menu"> <li class="menu-level-3 row-3 grid-item" role="none"> <div class="menu-level-3 title">NVIDIA Studio</div> <ul class="menu-level-4 grid-container" role="menu"> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/studio/" target="_self" class="mm-link">Overview</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/studio/software/" target="_self" class="mm-link">Accelerated Apps</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/studio/laptops-desktops/" target="_self" class="mm-link">Products</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/studio/compare-gpus/" target="_self" class="mm-link">Compare</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/studio/shop/" target="_self" class="mm-link">Shop</a> </li> </ul> </li> <li class="menu-level-3 row-3 grid-item" role="none"> <div class="menu-level-3 title">Industries</div> <ul class="menu-level-4 grid-container" role="menu"> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/design-visualization/industries/media-entertainment/" target="_self" class="mm-link">Media and Entertainment</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/industries/manufacturing/" target="_self" class="mm-link">Manufacturing</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/design-visualization/industries/architecture-engineering-construction/" target="_self" class="mm-link">Architecture, Engineering, and Construction</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/industries/" target="_self" class="mm-link"><i>All Industries ></i></a> </li> </ul> </li> <li class="menu-level-3 row-3 grid-item" role="none"> <div class="menu-level-3 title">Solutions</div> <ul class="menu-level-4 grid-container" role="menu"> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/design-visualization/quadro-servers/rtx/" target="_self" class="mm-link">Data Center/Cloud</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/design-visualization/quadro/" target="_self" class="mm-link">Laptops/Desktops</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/design-visualization/solutions/quadro-vr/" target="_self" class="mm-link">Augmented and Virtual Reality</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/design-visualization/solutions/quadro-display-desktop-management/" target="_self" class="mm-link">Multi-Display</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/design-visualization/solutions/rendering/" target="_self" class="mm-link">Rendering</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/omniverse/" target="_self" class="mm-link">Metaverse - Omniverse</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/design-visualization/virtual-workstation/" target="_self" class="mm-link">Graphics Virtualization</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/design-visualization/solutions/engineering-simulation/" target="_self" class="mm-link">Engineering Simulation</a> </li> </ul> </li> </ul> </li> <li id="nav-lvl1-tab4-lvl2-tab2" class="menu-level-2 row-2 grid-item" role="none" aria-expanded="false" aria-haspopup="true"> <a href="#nav-lvl1-tab4-lvl2-tab2">Data Scientists<svg class="n24-icon menu-button caret-down"><use xlink:href="#n24-caret-down" /></svg></a> </li> <li> <ul class="menu-level-3 row-3 menu-accordion grid-container closed hide" role="menu"> <li class="menu-level-3 row-3 grid-item" role="none"> <div class="menu-level-3 title">Industries</div> <ul class="menu-level-4 grid-container" role="menu"> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/industries/finance/" target="_self" class="mm-link">Financial Services</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/industries/consumer-internet/" target="_self" class="mm-link">Consumer Internet</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/industries/healthcare-life-sciences/" target="_self" class="mm-link">Healthcare</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/industries/higher-education-research/" target="_self" class="mm-link">Higher Education</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/industries/retail/" target="_self" class="mm-link">Retail</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/industries/public-sector/" target="_self" class="mm-link">Public Sector</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/industries/" target="_self" class="mm-link"><i>All Industries ></i></a> </li> </ul> </li> <li class="menu-level-3 row-3 grid-item" role="none"> <div class="menu-level-3 title">Solutions</div> <ul class="menu-level-4 grid-container" role="menu"> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/solutions/inference-platform/" target="_self" class="mm-link">AI Inference</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/ai-workflows/" target="_self" class="mm-link">AI Workflows</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/solutions/conversational-ai/" target="_self" class="mm-link">Conversational AI</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/solutions/data-analytics/" target="_self" class="mm-link">Data Analytics</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/solutions/training/" target="_self" class="mm-link">Deep Learning Training</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/generative-ai/" target="_self" class="mm-link">Generative AI</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/solutions/machine-learning/" target="_self" class="mm-link">Machine Learning</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/solutions/prediction-forecasting/" target="_self" class="mm-link">Prediction and Forecasting</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/solutions/speech-ai/" target="_self" class="mm-link">Speech AI</a> </li> </ul> </li> <li class="menu-level-3 row-3 grid-item" role="none"> <div class="menu-level-3 title">Software</div> <ul class="menu-level-4 grid-container" role="menu"> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/products/ai-enterprise-suite/" target="_self" class="mm-link">AI Enterprise Suite</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/products/triton-inference-server/" target="_self" class="mm-link">AI Inference - Triton</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/ai-workflows/" target="_self" class="mm-link">AI Workflows</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/nvidia-omniverse-platform/ace/tokkio-showcase" target="_blank" class="mm-link" rel="noopener noreferrer">Avatar - Tokkio</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/products/morpheus/" target="_self" class="mm-link">Cybersecurity - Morpheus</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/software/rapids/" target="_self" class="mm-link">Data Analytics - RAPIDS</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/solutions/data-science/apache-spark-3/" target="_self" class="mm-link">Apache Spark</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/solutions/data-science/workbench/" target="_self" class="mm-link">AI Workbench</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/generative-ai/nemo-framework/" target="_self" class="mm-link">Large Language Models - NeMo Framework</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/products/cuopt/" target="_self" class="mm-link">Logistics and Route Optimization - cuOpt</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/nvidia-merlin" target="_blank" class="mm-link" rel="noopener noreferrer">Recommender Systems - Merlin</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/products/riva/" target="_self" class="mm-link">Speech AI - Riva</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/gpu-cloud/" target="_self" class="mm-link">NGC Overview</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://catalog.ngc.nvidia.com/" target="_blank" class="mm-link" rel="noopener noreferrer">NGC Software Catalog</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/open-source/" target="_blank" class="mm-link" rel="noopener noreferrer">Open Source Software</a> </a> </li> </ul> </li> <li class="menu-level-3 row-3 grid-item" role="none"> <div class="menu-level-3 title">Products</div> <ul class="menu-level-4 grid-container" role="menu"> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/products/titan-rtx/" target="_self" class="mm-link">PC</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/solutions/data-science/workstations/" target="_self" class="mm-link">Laptops & Workstations</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/" target="_self" class="mm-link">Data Center</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/gpu-cloud-computing/" target="_self" class="mm-link">Cloud</a> </li> </ul> </li> <li class="menu-level-3 row-3 grid-item" role="none"> <div class="menu-level-3 title">Resources</div> <ul class="menu-level-4 grid-container" role="menu"> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/professional-services/" target="_self" class="mm-link">Professional Services</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/training/" target="_self" class="mm-link">Technical Training</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/startups/" target="_self" class="mm-link">Startups</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/accelerated-applications/" target="_self" class="mm-link">AI Accelerator Program</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://resources.nvidia.com/l/en-us-data-science" target="_blank" class="mm-link" rel="noopener noreferrer">Content Library</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/research/" target="_self" class="mm-link">NVIDIA Research</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/blog/category/data-science/" target="_self" class="mm-link">Developer Blog</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/kaggle-grandmasters/" target="_self" class="mm-link">Kaggle Grandmasters</a> </li> </ul> </li> </ul> </li> <li id="nav-lvl1-tab4-lvl2-tab3" class="menu-level-2 row-2 grid-item" role="none" aria-expanded="false" aria-haspopup="true"> <a href="#nav-lvl1-tab4-lvl2-tab3">Developers<svg class="n24-icon menu-button caret-down"><use xlink:href="#n24-caret-down" /></svg></a> </li> <li> <ul class="menu-level-3 row-3 menu-accordion grid-container closed hide" role="menu"> <li class="menu-level-3 row-3 grid-item" role="none"> <div class="menu-level-3 title">Developer Resources</div> <ul class="menu-level-4 grid-container" role="menu"> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/join" target="_blank" class="mm-link" rel="noopener noreferrer">Join the Developer Program</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://catalog.ngc.nvidia.com/" target="_blank" class="mm-link" rel="noopener noreferrer">NGC Catalog</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/gpu-cloud/" target="_self" class="mm-link">NVIDIA NGC</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/training/" target="_self" class="mm-link">Technical Training</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://news.developer.nvidia.com/" target="_blank" class="mm-link" rel="noopener noreferrer">News</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/blog" target="_blank" class="mm-link" rel="noopener noreferrer">Blog</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://forums.developer.nvidia.com/" target="_blank" class="mm-link" rel="noopener noreferrer">Forums</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/open-source/" target="_blank" class="mm-link" rel="noopener noreferrer">Open Source Portal</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/gtc/" target="_self" class="mm-link">NVIDIA GTC</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/startups/" target="_self" class="mm-link">Startups</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/" target="_self" class="mm-link"><em>Developer Home</em></a> </li> </ul> </li> <li class="menu-level-3 row-3 grid-item" role="none"> <div class="menu-level-3 title">Application Frameworks</div> <ul class="menu-level-4 grid-container" role="menu"> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/products/triton-inference-server/" target="_self" class="mm-link">AI Inference - Triton</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/drive" target="_blank" class="mm-link" rel="noopener noreferrer">Automotive - DRIVE</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/MAXINE" target="_blank" class="mm-link" rel="noopener noreferrer">Cloud-AI Video Streaming - Maxine</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/culitho" target="_blank" class="mm-link" rel="noopener noreferrer">Computational Lithography - cuLitho</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/products/morpheus/" target="_self" class="mm-link">Cybersecurity - Morpheus</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/software/rapids/" target="_self" class="mm-link">Data Analytics - RAPIDS</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/generative-ai" target="_blank" class="mm-link" rel="noopener noreferrer">Generative AI</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/clara/" target="_self" class="mm-link">Healthcare - Clara</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/hpc-sdk" target="_blank" class="mm-link" rel="noopener noreferrer">High-Performance Computing</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/autonomous-machines/intelligent-video-analytics-platform/" target="_self" class="mm-link">Intelligent Video Analytics - Metropolis</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/products/cuopt/" target="_self" class="mm-link">Logistics and Route Optimization - cuOpt</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/nvidia-omniverse-platform" target="_blank" class="mm-link" rel="noopener noreferrer">Metaverse Applications - Omniverse</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/nvidia-merlin" target="_blank" class="mm-link" rel="noopener noreferrer">Recommender Systems - Merlin</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/isaac" target="_blank" class="mm-link" rel="noopener noreferrer">Robotics - Isaac</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/products/riva/" target="_self" class="mm-link">Speech AI - Riva</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/aerial-sdk" target="_blank" class="mm-link" rel="noopener noreferrer">Telecommunications - Aerial</a> </a> </li> </ul> </li> <li class="menu-level-3 row-3 grid-item" role="none"> <div class="menu-level-3 title">Top SDKs and Libraries</div> <ul class="menu-level-4 grid-container" role="menu"> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/cuda-zone" target="_blank" class="mm-link" rel="noopener noreferrer">Parallel Programming - CUDA Toolkit</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/embedded/jetpack" target="_blank" class="mm-link" rel="noopener noreferrer">Edge AI applications - Jetpack</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/networking/doca" target="_blank" class="mm-link" rel="noopener noreferrer">BlueField data processing - DOCA</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/gpu-accelerated-libraries" target="_blank" class="mm-link" rel="noopener noreferrer">Accelerated Libraries - CUDA-X Libraries</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/tensorrt" target="_blank" class="mm-link" rel="noopener noreferrer">Deep Learning Inference - TensorRT</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/cudnn" target="_blank" class="mm-link" rel="noopener noreferrer">Deep Learning Training - cuDNN</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/deep-learning-frameworks" target="_blank" class="mm-link" rel="noopener noreferrer">Deep Learning Frameworks</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/nvidia-nemo" target="_blank" class="mm-link" rel="noopener noreferrer">Conversational AI - NeMo</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/generative-ai/nemo-framework/" target="_self" class="mm-link">Generative AI - NeMo</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/deepstream-sdk" target="_blank" class="mm-link" rel="noopener noreferrer">Intelligent Video Analytics - DeepStream</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/unrealengine" target="_blank" class="mm-link" rel="noopener noreferrer">NVIDIA Unreal Engine 4</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/rtx" target="_blank" class="mm-link" rel="noopener noreferrer">Ray Tracing - RTX</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/nvidia-video-codec-sdk" target="_blank" class="mm-link" rel="noopener noreferrer">Video Decode/Encode</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/drive/driveworks" target="_blank" class="mm-link" rel="noopener noreferrer">Automotive - DriveWorks SDK</a> </a> </li> </ul> </li> </ul> </li> <li id="nav-lvl1-tab4-lvl2-tab4" class="menu-level-2 row-2 grid-item" role="none" aria-expanded="false" > <a href="https://www.nvidia.com/en-us/executive-insights/" role="menuitem">Executives</a> </li> <li id="nav-lvl1-tab4-lvl2-tab5" class="menu-level-2 row-2 grid-item" role="none" aria-expanded="false" aria-haspopup="true"> <a href="#nav-lvl1-tab4-lvl2-tab5">Gamers<svg class="n24-icon menu-button caret-down"><use xlink:href="#n24-caret-down" /></svg></a> </li> <li> <ul class="menu-level-3 row-3 menu-accordion grid-container closed hide" role="menu"> <li class="menu-level-3 row-3 grid-item" role="none"> <div class="menu-level-3 title">GeForce</div> <ul class="menu-level-4 grid-container" role="menu"> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce/" target="_self" class="mm-link">Overview</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce/graphics-cards/30-series/" target="_self" class="mm-link">GeForce Graphics Cards</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce/gaming-laptops/" target="_self" class="mm-link">Gaming Laptops</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce/products/g-sync-monitors/" target="_self" class="mm-link">G-SYNC Monitors</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce/20-series/rtx/" target="_self" class="mm-link">RTX Games</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce/geforce-experience/" target="_self" class="mm-link">GeForce Experience</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce/drivers/" target="_self" class="mm-link">GeForce Drivers</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce/forums/" target="_self" class="mm-link">Forums</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce/GeForce%20Support/" target="_self" class="mm-link">Support</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://store.nvidia.com/en-us/geforce/store/?page=1&limit=9&locale=en-us" target="_blank" class="mm-link" rel="noopener noreferrer">Shop</a> </a> </li> </ul> </li> <li class="menu-level-3 row-3 grid-item" role="none"> <div class="menu-level-3 title">GeForce NOW</div> <ul class="menu-level-4 grid-container" role="menu"> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce-now/" target="_self" class="mm-link">Overview</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce-now/download/" target="_self" class="mm-link">Download</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce-now/games/" target="_self" class="mm-link">Games</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce-now/memberships/" target="_self" class="mm-link">Pricing</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce/products/geforce-now/faq/" target="_self" class="mm-link">FAQs</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://forums.geforce.com/default/board/199/geforce-now-for-mac-beta/" target="_self" class="mm-link">Forums</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce-now/support/" target="_self" class="mm-link">Support</a> </li> </ul> </li> <li class="menu-level-3 row-3 grid-item" role="none"> <div class="menu-level-3 title">SHIELD</div> <ul class="menu-level-4 grid-container" role="menu"> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/shield/" target="_self" class="mm-link">Overview</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/shield/compare/" target="_self" class="mm-link">Compare</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/shield/shop/" target="_self" class="mm-link">Shop</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://nvidia.custhelp.com/app/answers/detail/a_id/4732" target="_blank" class="mm-link" rel="noopener noreferrer">FAQs</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://nvidia.custhelp.com/app/shield/st/5/p/178/page/1/" target="_blank" class="mm-link" rel="noopener noreferrer">Knowledge Base</a> </a> </li> </ul> </li> </ul> </li> <li id="nav-lvl1-tab4-lvl2-tab6" class="menu-level-2 row-2 grid-item" role="none" aria-expanded="false" > <a href="https://www.nvidia.com/en-us/programs/isv/" role="menuitem">ISVs</a> </li> <li id="nav-lvl1-tab4-lvl2-tab7" class="menu-level-2 row-2 grid-item" role="none" aria-expanded="false" aria-haspopup="true"> <a href="#nav-lvl1-tab4-lvl2-tab7">IT Professionals<svg class="n24-icon menu-button caret-down"><use xlink:href="#n24-caret-down" /></svg></a> </li> <li> <ul class="menu-level-3 row-3 menu-accordion grid-container closed hide" role="menu"> <li class="menu-level-3 row-3 grid-item" role="none"> <div class="menu-level-3 title">Solutions</div> <ul class="menu-level-4 grid-container" role="menu"> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/solutions/on-premises/" target="_self" class="mm-link">Data Center (On-Premises)</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/edge-computing/" target="_self" class="mm-link">Edge Computing</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/gpu-cloud-computing/" target="_self" class="mm-link">Cloud Computing</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/networking/" target="_self" class="mm-link">Networking</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/virtualization/" target="_self" class="mm-link">Virtualization</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/accelerated-computing-for-enterprise-it/" target="_self" class="mm-link">Enterprise IT Solutions</a> </li> </ul> </li> <li class="menu-level-3 row-3 grid-item" role="none"> <div class="menu-level-3 title">Software</div> <ul class="menu-level-4 grid-container" role="menu"> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/products/ai-enterprise-suite/" target="_self" class="mm-link">AI Enterprise Suite</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/egx-stack" target="_blank" class="mm-link" rel="noopener noreferrer">Cloud Native Support</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/cluster-management" target="_blank" class="mm-link" rel="noopener noreferrer">Cluster Management</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/products/fleet-command/" target="_self" class="mm-link">Edge Deployment Management</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/products/triton-inference-server/" target="_self" class="mm-link">AI Inference - Triton</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/magnum-io/" target="_self" class="mm-link">IO Acceleration</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/networking/products/software/" target="_self" class="mm-link">Networking</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/virtual-solutions/" target="_self" class="mm-link">Virtual GPU</a> </li> </ul> </li> <li class="menu-level-3 row-3 grid-item" role="none"> <div class="menu-level-3 title">Apps and Tools</div> <ul class="menu-level-4 grid-container" role="menu"> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/software/" target="_self" class="mm-link">Data Center</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/dcgm" target="_blank" class="mm-link" rel="noopener noreferrer">GPU Monitoring</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/design-visualization/software/quadro-experience/" target="_self" class="mm-link">NVIDIA Quadro Experience</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/design-visualization/software/rtx-desktop-manager/" target="_self" class="mm-link">NVIDIA RTX Desktop Manager</a> </li> </ul> </li> <li class="menu-level-3 row-3 grid-item" role="none"> <div class="menu-level-3 title">Resources</div> <ul class="menu-level-4 grid-container" role="menu"> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/resources/" target="_self" class="mm-link">Data Center & IT Resources</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://academy.nvidia.com/en/" target="_blank" class="mm-link" rel="noopener noreferrer">Technical Training and Certification</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/support/enterprise/" target="_self" class="mm-link">Enterprise Support</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/drivers/" target="_self" class="mm-link">Drivers</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/product-security/" target="_self" class="mm-link">Security</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://docs.nvidia.com/" target="_blank" class="mm-link" rel="noopener noreferrer">Product Documentation</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://forums.developer.nvidia.com/" target="_blank" class="mm-link" rel="noopener noreferrer">Forums</a> </a> </li> </ul> </li> </ul> </li> <li id="nav-lvl1-tab4-lvl2-tab8" class="menu-level-2 row-2 grid-item" role="none" aria-expanded="false" aria-haspopup="true"> <a href="#nav-lvl1-tab4-lvl2-tab8">Researchers<svg class="n24-icon menu-button caret-down"><use xlink:href="#n24-caret-down" /></svg></a> </li> <li> <ul class="menu-level-3 row-3 menu-accordion grid-container closed hide" role="menu"> <li class="menu-level-3 row-3 grid-item" role="none"> <div class="menu-level-3 title"></div> <ul class="menu-level-4 grid-container" role="menu"> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/research/" target="_self" class="mm-link">NVIDIA Research Home</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/research/research-areas/" target="_self" class="mm-link">Research Areas</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/research/ai-playground/" target="_self" class="mm-link">AI Playground</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.youtube.com/user/NVIDIADeveloper" target="_self" class="mm-link">Video Highlights</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/research/covid-19" target="_blank" class="mm-link" rel="noopener noreferrer">COVID-19</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://catalog.ngc.nvidia.com/" target="_blank" class="mm-link" rel="noopener noreferrer">NGC Catalog</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/training/" target="_self" class="mm-link">Technical Training</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/startups/" target="_self" class="mm-link">Startups</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/research/news/" target="_self" class="mm-link">News</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/blog/" target="_blank" class="mm-link" rel="noopener noreferrer">Developer Blog</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/open-source/" target="_blank" class="mm-link" rel="noopener noreferrer">Open Source Portal</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/industries/healthcare-life-sciences/cambridge-1/" target="_self" class="mm-link">Cambridge-1 Supercomputer</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/nvidia-kaolin" target="_blank" class="mm-link" rel="noopener noreferrer">3D Deep Learning Research</a> </a> </li> </ul> </li> </ul> </li> <li id="nav-lvl1-tab4-lvl2-tab9" class="menu-level-2 row-2 grid-item" role="none" aria-expanded="false" aria-haspopup="true"> <a href="#nav-lvl1-tab4-lvl2-tab9">Roboticists<svg class="n24-icon menu-button caret-down"><use xlink:href="#n24-caret-down" /></svg></a> </li> <li> <ul class="menu-level-3 row-3 menu-accordion grid-container closed hide" role="menu"> <li class="menu-level-3 row-3 grid-item" role="none"> <div class="menu-level-3 title">Products</div> <ul class="menu-level-4 grid-container" role="menu"> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/dgx-systems/" target="_self" class="mm-link">AI Training - DGX</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/products/egx/" target="_self" class="mm-link">Edge Computing - EGX</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/autonomous-machines/embedded-systems/jetson-xavier-nx/" target="_self" class="mm-link">Embedded Computing - Jetson</a> </li> </ul> </li> <li class="menu-level-3 row-3 grid-item" role="none"> <div class="menu-level-3 title">Software</div> <ul class="menu-level-4 grid-container" role="menu"> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/isaac-ros" target="_blank" class="mm-link" rel="noopener noreferrer">Robotics - Isaac ROS</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/isaac-sim" target="_blank" class="mm-link" rel="noopener noreferrer">Simulation - Isaac Sim</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/transfer-learning-toolkit" target="_blank" class="mm-link" rel="noopener noreferrer">TAO Toolkit</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/deepstream-sdk" target="_blank" class="mm-link" rel="noopener noreferrer">Vision AI - Deepstream SDK</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/products/fleet-command/" target="_self" class="mm-link">Edge Deployment Management</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/nvidia-omniverse-platform/replicator" target="_blank" class="mm-link" rel="noopener noreferrer">Synthetic Data Generation - Replicator</a> </a> </li> </ul> </li> <li class="menu-level-3 row-3 grid-item" role="none"> <div class="menu-level-3 title">Use Cases</div> <ul class="menu-level-4 grid-container" role="menu"> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/industries/healthcare/" target="_self" class="mm-link">Healthcare and Life Sciences</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/industries/manufacturing/" target="_self" class="mm-link">Manufacturing</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/industries/public-sector/" target="_self" class="mm-link">Public Sector</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/industries/retail/" target="_self" class="mm-link">Retail</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/industries/robotics/" target="_self" class="mm-link">Robotics</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/industries/" target="_self" class="mm-link"><i>More ></i></a> </li> </ul> </li> <li class="menu-level-3 row-3 grid-item" role="none"> <div class="menu-level-3 title">Resources</div> <ul class="menu-level-4 grid-container" role="menu"> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://blogs.nvidia.com/blog/category/robotics/" target="_blank" class="mm-link" rel="noopener noreferrer">NVIDIA Blog</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/research/" target="_self" class="mm-link">Robotics Research</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/blog?r=1&tags=&categories=robotics" target="_blank" class="mm-link" rel="noopener noreferrer">Developer Blog</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/training/" target="_self" class="mm-link">Technical Training</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/startups/" target="_self" class="mm-link">Startups</a> </li> </ul> </li> </ul> </li> <li id="nav-lvl1-tab4-lvl2-tab10" class="menu-level-2 row-2 grid-item" role="none" aria-expanded="false" > <a href="https://www.nvidia.com/en-us/startups/" role="menuitem">Startups</a> </li> </ul> </li> <li> <div class="menu-right"> <ul aria-label="menu" role="menu"> <li class="menu-level-1" role="none"> <a href="https://store.nvidia.com/en-us/" class="mm-btn-link" role="menuitem" target="_blank">Shop</a> </li> <li class="menu-level-1" role="none"> <a href="https://www.nvidia.com/en-us/drivers/" class="mm-btn-link" role="menuitem" target="_self">Drivers</a> </li> <li class="menu-level-1" role="none"> <a href="https://www.nvidia.com/en-us/support/" class="mm-btn-link" role="menuitem" target="_self">Support</a> </li> </ul> </div> </li> </ul> </div> </div> <div class="mega-overlay hide"></div> </div>  <div id="unibrow-container" class="hide-unibrow"></div>  <div class="sub-brand-nav"> <div class="sub-brand-nav-container"> <div class="brand-nav-left fade "> <div id="sub-brand"> <a class="sub-brand-name " href="https://www.nvidia.com/en-us/data-center/"> <span class="sub-brand-label size-small">Cloud & Data Center</span> </a> </div> <div class="sub-brand-item" >   <span class="sub-brand-link"> Solutions <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/accelerated-computing-for-enterprise-it/" target="_self" class="global-nav-link"><div class="title no-submenu">Accelerated Computing for Enterprise IT</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/gpu-cloud-computing/" target="_self" class="global-nav-link"><div class="title no-submenu">Cloud Computing</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/colocation-partners/" target="_self" class="global-nav-link"><div class="title no-submenu">Colocation</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/edge-computing/" target="_self" class="global-nav-link"><div class="title no-submenu">Edge Computing</div></a></li> <li><a href="https://www.nvidia.com/en-us/high-performance-computing/" target="_self" class="global-nav-link"><div class="title no-submenu">High Performance Computing</div></a></li> <li><a href="https://www.nvidia.com/en-us/networking/" 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/virtualization/" target="_self" class="global-nav-link"><div class="title no-submenu">Virtualization</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/solutions/mlops/" target="_self" class="global-nav-link"><div class="title no-submenu">MLOps</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/products/" class="sub-brand-link">Products</a> <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 class="global-nav-link" target="_self" href="https://www.nvidia.com/en-us/data-center/products/"><div class="title no-submenu"> Overview </div></a></li> <li class="sub-menu"><a href="javascript:void(0)" class="global-nav-link sub-menu"><div class="title"> DGX</div> <div class="arrow"> <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24"> <path d="M10 17l5-5-5-5v10z" /> <path fill="none" d="M0 24V0h24v24H0z" /></svg> </div></a> <ul class="dropdown-menu sub level2"> <li><a href="https://www.nvidia.com/en-us/data-center/dgx-platform/" target="_self" class="global-nav-link"><div class="title no-submenu">DGX Platform</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/dgx-benefits/" target="_self" class="global-nav-link"><div class="title no-submenu">DGX Benefits</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/get-dgx/" target="_self" class="global-nav-link"><div class="title no-submenu">Get DGX</div></a></li> </ul></li> <li class="sub-menu"><a href="javascript:void(0)" class="global-nav-link sub-menu"><div class="title">NVIDIA-Certified Systems</div> <div class="arrow"> <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24"> <path d="M10 17l5-5-5-5v10z" /> <path fill="none" d="M0 24V0h24v24H0z" /></svg> </div></a> <ul class="dropdown-menu sub level2"> <li><a class="global-nav-link" target="_self" href="https://www.nvidia.com/en-us/data-center/products/certified-systems/"><div class="title no-submenu"> Overview </div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/products/egx/" target="_self" class="global-nav-link"><div class="title no-submenu">EGX</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> </ul></li> <li><a href="https://www.nvidia.com/en-us/edge-computing/products/igx/" target="_self" class="global-nav-link"><div class="title no-submenu">IGX Platform</div></a></li> <li class="sub-menu"><a href="javascript:void(0)" class="global-nav-link sub-menu"><div class="title">Grace CPU</div> <div class="arrow"> <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24"> <path d="M10 17l5-5-5-5v10z" /> <path fill="none" d="M0 24V0h24v24H0z" /></svg> </div></a> <ul class="dropdown-menu sub level2"> <li><a class="global-nav-link" target="_self" href="https://www.nvidia.com/en-us/data-center/grace-cpu/"><div class="title no-submenu"> Overview </div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/gb200-nvl72/" target="_self" class="global-nav-link"><div class="title no-submenu">NVIDIA GB200 NVL72</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/grace-cpu-superchip/" target="_self" class="global-nav-link"><div class="title no-submenu">Grace CPU Superchip</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/grace-hopper-superchip/" target="_self" class="global-nav-link"><div class="title no-submenu">Grace Hopper Superchip</div></a></li> </ul></li> <li class="sub-menu"><a href="javascript:void(0)" class="global-nav-link sub-menu"><div class="title">BlueField DPUs and SuperNICs</div> <div class="arrow"> <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24"> <path d="M10 17l5-5-5-5v10z" /> <path fill="none" d="M0 24V0h24v24H0z" /></svg> </div></a> <ul class="dropdown-menu sub level2"> <li><a class="global-nav-link" target="_self" href="https://www.nvidia.com/en-us/networking/products/data-processing-unit/"><div class="title no-submenu"> Overview </div></a></li> <li><a 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" 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 class="global-nav-link" target="_self" href="https://www.nvidia.com/en-us/data-center/software/"><div class="title no-submenu"> Overview </div></a></li> <li class="sub-menu"><a href="javascript:void(0)" class="global-nav-link sub-menu"><div class="title">AI Enterprise Suite</div> <div class="arrow"> <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24"> <path d="M10 17l5-5-5-5v10z" /> <path fill="none" d="M0 24V0h24v24H0z" /></svg> </div></a> <ul class="dropdown-menu sub level2"> <li><a class="global-nav-link" target="_self" href="https://www.nvidia.com/en-us/data-center/products/ai-enterprise/"><div class="title no-submenu"> Overview </div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/products/ai-enterprise-suite/trial/" target="_self" class="global-nav-link"><div 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/" target="_self" class="global-nav-link"><div class="title no-submenu">Tensor Cores</div></a></li> <li><a href="https://www.nvidia.com/en-us/technologies/multi-instance-gpu/" target="_self" class="global-nav-link"><div class="title no-submenu">Multi-Instance GPU</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/index-paraview-plugin/" target="_self" class="global-nav-link"><div class="title no-submenu">IndeX ParaView Plugin</div></a></li> <li><a href="https://www.nvidia.com/en-us/ai-data-science/products/morpheus/" target="_self" class="global-nav-link"><div class="title no-submenu">Cybersecurity - Morpheus</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/resources/" class="sub-brand-link">Resources</a> <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 class="global-nav-link" target="_self" href="https://www.nvidia.com/en-us/data-center/resources/"><div class="title no-submenu"> Overview </div></a></li> <li><a href="https://www.nvidia.com/en-us/gpu-accelerated-applications/" target="_self" class="global-nav-link"><div class="title no-submenu">Applications</div></a></li> <li><a href="https://www.nvidia.com/en-us/data-center/sustainable-computing/energy-efficiency-calculator/" target="_self" class="global-nav-link"><div class="title no-submenu">Energy Efficiency Calculator</div></a></li> <li><a href="https://www.nvidia.com/en-us/gpu-cloud/" target="_self" class="global-nav-link"><div class="title no-submenu">NVIDIA NGC</div></a></li> <li><a href="https://www.nvidia.com/en-us/training/" target="_self" class="global-nav-link"><div class="title no-submenu">Technical Training</div></a></li> <li><a href="https://academy.nvidia.com/en/" 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 class="mobile-menu-container background-color-black fade" style="display: none; opacity: 1; overflow: hidden; transition: all 0.1s;"> <div id="screen-bg" class="screen-background" style="display: block; opacity: 1;"></div> <ul class="mobile-menu"> <li><a href="#">Solutions</a> <ul class="submenu"> <li class="menu-title"><a href="#">Solutions</a></li>  <li><a href="https://www.nvidia.com/en-us/data-center/accelerated-computing-for-enterprise-it/" target="_self" class="brand-nav-link">Accelerated Computing for Enterprise IT</a></li> <li><a href="https://www.nvidia.com/en-us/data-center/gpu-cloud-computing/" target="_self" class="brand-nav-link">Cloud Computing</a></li> <li><a href="https://www.nvidia.com/en-us/data-center/colocation-partners/" target="_self" class="brand-nav-link">Colocation</a></li> <li><a href="https://www.nvidia.com/en-us/data-center/edge-computing/" target="_self" class="brand-nav-link">Edge Computing</a></li> <li><a href="https://www.nvidia.com/en-us/high-performance-computing/" target="_self" class="brand-nav-link">High Performance Computing</a></li> <li><a href="https://www.nvidia.com/en-us/networking/" target="_self" class="brand-nav-link">Networking</a></li> <li><a href="https://www.nvidia.com/en-us/data-center/virtualization/" target="_self" class="brand-nav-link">Virtualization</a></li> <li><a href="https://www.nvidia.com/en-us/data-center/solutions/mlops/" target="_self" class="brand-nav-link">MLOps</a></li> </ul></li> <li><a href="#">Products</a> <ul class="submenu"> <li class="menu-title"><a href="#">Products</a></li>  <li><a href="https://www.nvidia.com/en-us/data-center/products/" class="overview">Overview</a></li> <li><a href="#"> DGX</a> <ul class="submenu"> <li class="menu-title"><a href="#"> DGX</a></li>  <li><a href="https://www.nvidia.com/en-us/data-center/dgx-platform/" target="_self" class="brand-nav-link">DGX Platform</a></li> <li><a href="https://www.nvidia.com/en-us/data-center/dgx-benefits/" target="_self" class="brand-nav-link">DGX Benefits</a></li> <li><a href="https://www.nvidia.com/en-us/data-center/get-dgx/" target="_self" class="brand-nav-link">Get DGX</a></li> </ul></li> <li><a href="#">NVIDIA-Certified Systems</a> <ul class="submenu"> <li class="menu-title"><a href="#">NVIDIA-Certified Systems</a></li>  <li><a href="https://www.nvidia.com/en-us/data-center/products/certified-systems/" class="overview">Overview</a></li> <li><a href="https://www.nvidia.com/en-us/data-center/products/egx/" target="_self" class="brand-nav-link">EGX</a></li> <li><a href="https://www.nvidia.com/en-us/data-center/hgx/" target="_self" class="brand-nav-link">HGX</a></li> </ul></li> <li><a href="https://www.nvidia.com/en-us/edge-computing/products/igx/" target="_self" class="brand-nav-link">IGX Platform</a></li> <li><a href="#">Grace CPU</a> <ul class="submenu"> <li class="menu-title"><a href="#">Grace CPU</a></li>  <li><a href="https://www.nvidia.com/en-us/data-center/grace-cpu/" class="overview">Overview</a></li> <li><a href="https://www.nvidia.com/en-us/data-center/gb200-nvl72/" target="_self" class="brand-nav-link">NVIDIA GB200 NVL72</a></li> <li><a href="https://www.nvidia.com/en-us/data-center/grace-cpu-superchip/" target="_self" class="brand-nav-link">Grace CPU Superchip</a></li> <li><a href="https://www.nvidia.com/en-us/data-center/grace-hopper-superchip/" target="_self" class="brand-nav-link">Grace Hopper Superchip</a></li> </ul></li> <li><a href="#">BlueField DPUs and SuperNICs</a> <ul class="submenu"> <li class="menu-title"><a href="#">BlueField DPUs and SuperNICs</a></li>  <li><a href="https://www.nvidia.com/en-us/networking/products/data-processing-unit/" class="overview">Overview</a></li> <li><a href="https://www.nvidia.com/en-us/launchpad/infra-optimization/experience-vmware-vsphere-distributed-services-engine-on-bluefield-2-dpu/" target="_self" class="brand-nav-link">Try vSphere on BlueField</a></li> </ul></li> <li><a href="https://www.nvidia.com/en-us/data-center/where-to-buy/" target="_self" class="brand-nav-link">Where to Buy</a></li> <li><a href="https://www.nvidia.com/en-us/data-center/data-center-gpus/gpu-test-drive/" target="_self" class="brand-nav-link">Test Drive</a></li> <li><a href="https://www.nvidia.com/en-us/omniverse/platform/ovx/" target="_self" class="brand-nav-link">NVIDIA OVX</a></li> </ul></li> <li><a href="#">Data Center GPUs</a> <ul class="submenu"> <li class="menu-title"><a href="#">Data Center GPUs</a></li>  <li><a href="https://www.nvidia.com/en-us/data-center/gb200-nvl72/" target="_self" class="brand-nav-link">GB200 NVL72</a></li> <li><a href="https://www.nvidia.com/en-us/data-center/hgx/" target="_self" class="brand-nav-link">HGX</a></li> <li><a href="https://www.nvidia.com/en-us/data-center/h200/" target="_self" class="brand-nav-link">H200</a></li> <li><a href="https://www.nvidia.com/en-us/data-center/h100/" target="_self" class="brand-nav-link">H100</a></li> <li><a href="https://www.nvidia.com/en-us/data-center/l4/" target="_self" class="brand-nav-link">L4</a></li> <li><a href="https://www.nvidia.com/en-us/data-center/l40s/" target="_self" class="brand-nav-link">L40S</a></li> <li><a href="https://www.nvidia.com/en-us/data-center/l40/" target="_self" class="brand-nav-link">L40</a></li> <li><a href="https://resources.nvidia.com/l/en-us-gpu" target="_self" class="brand-nav-link">All GPUs</a></li> <li><a href="https://docs.nvidia.com/data-center-gpu/line-card.pdf" target="_self" class="brand-nav-link">Line Card</a></li> <li><a href="https://www.nvidia.com/en-us/data-center/data-center-gpus/gpu-test-drive/" target="_self" class="brand-nav-link">Test Drive</a></li> </ul></li> <li><a href="#">Software</a> <ul class="submenu"> <li class="menu-title"><a href="#">Software</a></li>  <li><a href="https://www.nvidia.com/en-us/data-center/software/" class="overview">Overview</a></li> <li><a href="#">AI Enterprise Suite</a> <ul class="submenu"> <li class="menu-title"><a href="#">AI Enterprise Suite</a></li>  <li><a href="https://www.nvidia.com/en-us/data-center/products/ai-enterprise/" class="overview">Overview</a></li> <li><a href="https://www.nvidia.com/en-us/data-center/products/ai-enterprise-suite/trial/" target="_self" class="brand-nav-link">Trial</a></li> </ul></li> <li><a href="https://www.nvidia.com/en-us/data-center/base-command/" target="_self" class="brand-nav-link">Base Command</a></li> <li><a href="https://www.nvidia.com/en-us/data-center/base-command/manager/" target="_self" class="brand-nav-link">Base Command Manager</a></li> <li><a href="https://www.nvidia.com/en-us/technologies/cuda-x/" target="_self" class="brand-nav-link">CUDA-X</a></li> <li><a href="https://www.nvidia.com/en-us/data-center/dgx-cloud/" target="_self" class="brand-nav-link">DGX Cloud</a></li> <li><a href="https://www.nvidia.com/en-us/data-center/magnum-io/" target="_self" class="brand-nav-link">Magnum IO</a></li> <li><a href="https://catalog.ngc.nvidia.com/" target="_self" class="brand-nav-link">NGC Catalog*</a></li> <li><a href="https://developer.nvidia.com/networking/doca" target="_self" class="brand-nav-link">Networking*</a></li> <li><a href="https://www.nvidia.com/en-us/data-center/virtual-solutions/" target="_self" class="brand-nav-link">Virtualization</a></li> </ul></li> <li><a href="#">Technologies</a> <ul class="submenu"> <li class="menu-title"><a href="#">Technologies</a></li>  <li><a href="https://www.nvidia.com/en-us/data-center/technologies/blackwell-architecture/" target="_self" class="brand-nav-link">NVIDIA Blackwell Architecture</a></li> <li><a href="https://www.nvidia.com/en-us/data-center/technologies/hopper-architecture/" target="_self" class="brand-nav-link">NVIDIA Hopper Architecture</a></li> <li><a href="https://www.nvidia.com/en-us/design-visualization/ada-lovelace-architecture/" target="_self" class="brand-nav-link">NVIDIA Ada Lovelace Architecture</a></li> <li><a href="https://www.nvidia.com/en-us/data-center/solutions/confidential-computing/" target="_self" class="brand-nav-link">Confidential Computing</a></li> <li><a href="https://www.nvidia.com/en-us/data-center/nvlink-c2c/" target="_self" class="brand-nav-link">NVLink-C2C</a></li> <li><a href="https://www.nvidia.com/en-us/data-center/nvlink/" target="_self" class="brand-nav-link">NVLink/NVSwitch</a></li> <li><a href="https://www.nvidia.com/en-us/data-center/tensor-cores/" target="_self" class="brand-nav-link">Tensor Cores</a></li> <li><a href="https://www.nvidia.com/en-us/technologies/multi-instance-gpu/" target="_self" class="brand-nav-link">Multi-Instance GPU</a></li> <li><a href="https://www.nvidia.com/en-us/data-center/index-paraview-plugin/" target="_self" class="brand-nav-link">IndeX ParaView Plugin</a></li> <li><a href="https://www.nvidia.com/en-us/ai-data-science/products/morpheus/" target="_self" class="brand-nav-link">Cybersecurity - Morpheus</a></li> </ul></li> <li><a href="#">Resources</a> <ul class="submenu"> <li class="menu-title"><a href="#">Resources</a></li>  <li><a href="https://www.nvidia.com/en-us/data-center/resources/" class="overview">Overview</a></li> <li><a href="https://www.nvidia.com/en-us/gpu-accelerated-applications/" target="_self" class="brand-nav-link">Applications</a></li> <li><a href="https://www.nvidia.com/en-us/data-center/sustainable-computing/energy-efficiency-calculator/" target="_self" class="brand-nav-link">Energy Efficiency Calculator</a></li> <li><a href="https://www.nvidia.com/en-us/gpu-cloud/" target="_self" class="brand-nav-link">NVIDIA NGC</a></li> <li><a href="https://www.nvidia.com/en-us/training/" target="_self" class="brand-nav-link">Technical Training</a></li> <li><a href="https://academy.nvidia.com/en/" target="_self" class="brand-nav-link">Training for IT Professionals</a></li> <li><a href="https://www.nvidia.com/gtc/" target="_self" class="brand-nav-link">GTC AI Conference</a></li> <li><a href="https://www.nvidia.com/en-us/data-center/data-center-gpus/tesla-qualified-servers-catalog/" target="_self" class="brand-nav-link">Qualified Server Catalog</a></li> <li><a href="https://www.nvidia.com/en-us/data-center/where-to-buy/" target="_self" class="brand-nav-link">Where to Buy</a></li> </ul></li> <li><a href="https://www.nvidia.com/en-us/launchpad/" target="_self" class="brand-nav-link">Get Started</a></li> </ul> </div> </div>  <script> if(false){ var searchPath = document.getElementById("search-path"); searchPath.value = window.location.pathname; } NVIDIAGDC.funcQueue.addToQueue({ id : "meganavigation152c948c_3449_4a86_90e4_5a115f8dc2af", method : "navigation-megamenu", params : [{ globalSite:false, breadCrumbAdded: false, enableSearchLibrary: true, isSolr:false, searchOptions: { destination: "https://www.nvidia.com/en-us/search/", apiUrl: "https://api-prod.nvidia.com/search/graphql", triggerId: 'nvidia-search-box-link', referenceId: 'nvidia-search-box-link' } }] }); NVIDIAGDC.isBrandPage = true; NVIDIAGDC.isMegaMenu = true; </script> </nav> </div> </header> <noscript> <div class="no-js-warning">This site requires Javascript in order to view all its content. Please enable Javascript in order to access all the functionality of this web site. Here are the <a href="http://www.enable-javascript.com/" target="_blank">instructions how to enable JavaScript in your web browser.</a></div> </noscript> <div class="root responsivegrid"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="responsivegrid aem-GridColumn aem-GridColumn--default--12"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="nv-container container responsivegrid nv-container--theme-dark aem-GridColumn--default--none aem-GridColumn aem-GridColumn--default--12 aem-GridColumn--offset--default--0"> <div id="bm-uf" 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 with-image-as-bg d-middle-align d-center-align l-center-align l-middle-align t-center-align t-middle-align m-bottom-align m-center-align d-cont-h-m l-cont-h-m t-cont-h-m m-cont-h-l d-content-align-center l-content-align-center t-content-align-center m-content-align-top " data-cmp-desktopRetinaImage="/content/dam/en-zz/Data-Center/nvlink/nvlink-switch-chip-bm-m460-d@2x.jpg" data-cmp-desktopImage="/content/dam/en-zz/Data-Center/nvlink/nvlink-switch-chip-bm-m460-d.jpg" data-cmp-laptopRetinaImage="/content/dam/en-zz/Data-Center/nvlink/nvlink-switch-chip-bm-m460-l@2x.jpg" data-cmp-laptopImage="/content/dam/en-zz/Data-Center/nvlink/nvlink-switch-chip-bm-m460-l.jpg" data-cmp-tabletRetinaImage="/content/dam/en-zz/Data-Center/nvlink/nvlink-switch-chip-bm-m460-t@2x.jpg" data-cmp-tabletImage="/content/dam/en-zz/Data-Center/nvlink/nvlink-switch-chip-bm-m460-t.jpg" data-cmp-is="nv-container" data-cmp-breadcrumbColor="none" style="background-image:url(\2f content\2f dam\2f en-zz\2f Data-Center\2fnvlink\2fnvlink-switch-chip-bm-m460-d.jpg);"> <div class="nv-img-as-bg d-image-center l-image-center t-image-center p-image-center "> <picture data-nv-lazyload data-srcset-mobile="/content/dam/en-zz/Data-Center/nvlink/nvlink-switch-chip-bm-uf1080-p.jpg, /content/dam/en-zz/Data-Center/nvlink/nvlink-switch-chip-bm-uf1080-p@2x.jpg 2x" data-srcset-tablet="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAQAAAC1HAwCAAAAC0lEQVR42mNkYAAAAAYAAjCB0C8AAAAASUVORK5CYII=, 2x" data-srcset-laptop="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAQAAAC1HAwCAAAAC0lEQVR42mNkYAAAAAYAAjCB0C8AAAAASUVORK5CYII=, 2x" data-srcset-desktop="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAQAAAC1HAwCAAAAC0lEQVR42mNkYAAAAAYAAjCB0C8AAAAASUVORK5CYII=, 2x"> <source data-source-mobile srcset="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAQAAAC1HAwCAAAAC0lEQVR42mNkYAAAAAYAAjCB0C8AAAAASUVORK5CYII=" media="(max-width: 639px)"/> <source data-source-tablet srcset="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAQAAAC1HAwCAAAAC0lEQVR42mNkYAAAAAYAAjCB0C8AAAAASUVORK5CYII=" media="(min-width:640px) and (max-width:1023px)"/> <source data-source-laptop srcset="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAQAAAC1HAwCAAAAC0lEQVR42mNkYAAAAAYAAjCB0C8AAAAASUVORK5CYII=" media="(min-width:1024px) and (max-width:1349px)"/> <source data-source-desktop srcset="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAQAAAC1HAwCAAAAC0lEQVR42mNkYAAAAAYAAjCB0C8AAAAASUVORK5CYII=" media="(min-width:1350px)"/> <img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAQAAAC1HAwCAAAAC0lEQVR42mNkYAAAAAYAAjCB0C8AAAAASUVORK5CYII=" alt title id="image-bm-uf" onload="window.initLazyLoadingImages('bm-uf');"/> </picture> </div> <div class="general-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--tablet--12 aem-Grid--default--12 aem-Grid--phone--12 "> <div class="nv-container container responsivegrid aem-GridColumn--offset--tablet--0 aem-GridColumn--default--none aem-GridColumn--phone--none aem-GridColumn--phone--12 aem-GridColumn--tablet--none aem-GridColumn aem-GridColumn--default--5 aem-GridColumn--tablet--6 aem-GridColumn--offset--phone--0 aem-GridColumn--offset--default--0"> <div id="container-f4ea3c2add" 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-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" data-cmp-breadcrumbColor="none"> <div class="general-container"> <div class="aem-Grid aem-Grid--5 aem-Grid--tablet--6 aem-Grid--default--5 aem-Grid--phone--12 "> <div class="nv-title text h--large aem-GridColumn--offset--tablet--0 aem-GridColumn--default--none aem-GridColumn--phone--none aem-GridColumn--phone--12 aem-GridColumn--tablet--none aem-GridColumn aem-GridColumn--default--5 aem-GridColumn--tablet--6 aem-GridColumn--offset--phone--0 aem-GridColumn--offset--default--0"> <div id="nv-title-3e4ae969b7" class="general-container-text "> <div class="text-left lap-text-left tab-text-left mob-text-left"> <h1 class="title "> NVLink and NVLink Switch </h1> </div> </div> </div> <div class="nv-text text aem-GridColumn--offset--tablet--0 aem-GridColumn--default--none aem-GridColumn--phone--none aem-GridColumn--phone--12 aem-GridColumn--tablet--none aem-GridColumn aem-GridColumn--default--5 aem-GridColumn--tablet--6 aem-GridColumn--offset--phone--0 aem-GridColumn--offset--default--0"> <div id="nv-text-53d5526612" class="general-container-text "> <div class="text-left lap-text-left tab-text-left mob-text-left"> <div class="description "> <p><span class="p--large">The building blocks of high-speed, multi-GPU communication for feeding large datasets faster into models and rapidly exchanging data between GPUs.</span></p> </div> </div> </div> </div> </div> </div> </div> </div> <div class="nv-separator separator nv-separator--full-width aem-GridColumn aem-GridColumn--default--12"> <div id="nv-separator-0fb75d5fd2" class="cmp-separator"> <style> @media screen and (max-width: 639px){ #nv-separator-0fb75d5fd2{ height:calc(56.25vw); } } </style> </div></div> <div class="nv-rawhtml aem-GridColumn aem-GridColumn--default--12"> <div id="nv-rawhtml-31fb6c28d2" class="general-container-text "> <div> <style> @media (max-width: 639px){ #bm-uf{height:auto!important;} #bm-uf>.nv-video-as-bg{height:auto!important;} #bm-uf>.nv-video-as-bg>video{bottom: 0;width: 100%;} #bm-uf>.nv-img-as-bg>picture>img{bottom: 0;width: 100%;} } </style></div> </div> </div> </div> </div> </div> </div> <div class="nv-inpagenavigation parbase aem-GridColumn aem-GridColumn--default--12"> <div class="in-page-nav-outer-container"> <div id="navigation-bar" class="general-nav-container"> <ul class="in-page-nav-displayed-list"> <div class="nv-tabs__line"></div> <li data-in-page-nav-item-index="0"> <a href="#introduction">Introduction</a> </li> <li data-in-page-nav-item-index="1"> <a href="#nvlink">NVLink</a> </li> <li data-in-page-nav-item-index="2"> <a href="#nvswitch">NVLink Switch</a> </li> <li data-in-page-nav-item-index="3"> <a href="#nvlink-switch-specifications">NVLink Switch Specifications</a> </li> </ul> <div class="in-page-nav-displayed-list-mob"> <div> <ul class="in-page-nav-displayed-list-mob-current-item"></ul> </div> <ul class="in-page-nav-displayed-list-mob-dropdown"> <li data-in-page-nav-item-index="0"> <a href="#introduction">Introduction</a> </li> <li data-in-page-nav-item-index="1"> <a href="#nvlink">NVLink</a> </li> <li data-in-page-nav-item-index="2"> <a href="#nvswitch">NVLink Switch</a> </li> <li data-in-page-nav-item-index="3"> <a href="#nvlink-switch-specifications">NVLink Switch Specifications</a> </li> </ul> </div> <div class="in-page-nav-truncated-list-container"> <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 21.4 5" height="24" width="24" fill="#FFFFFF"> <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)"></path> </svg> <ul class="in-page-nav-truncated-list"> <li data-in-page-nav-item-index="0"> <a href="#introduction">Introduction</a> </li> <li data-in-page-nav-item-index="1"> <a href="#nvlink">NVLink</a> </li> <li data-in-page-nav-item-index="2"> <a href="#nvswitch">NVLink Switch</a> </li> <li data-in-page-nav-item-index="3"> <a href="#nvlink-switch-specifications">NVLink Switch Specifications</a> </li> </ul> </div> <div class="ip-nav-cta-cont"> </div> </div> </div> </div> <div class="nv-container container responsivegrid aem-GridColumn aem-GridColumn--default--12"> <div id="introduction" class="p-t-90 p-b-90 lap-p-t-90 lap-p-b-90 tab-p-t-60 tab-p-b-60 mob-p-t-60 mob-p-b-60 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-center l-content-align-center t-content-align-center m-content-align-center " 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 aem-GridColumn--default--12"> <div id="nv-title-b3b474c0b9" class="general-container-text "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <h2 class="title "> A Need for Faster Scale-Up Interconnects </h2> </div> </div> </div> <div class="nv-text text aem-GridColumn aem-GridColumn--default--12"> <div id="nv-text-8b84d1a791" class="general-container-text "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <div class="description "> <p><span class="p--large">Unlocking the full potential of exascale computing and trillion-parameter AI models hinges on swift, seamless communication between every GPU within a server cluster. The fifth generation of NVIDIA® NVLink® is a scale–up interconnect that unleashes accelerated performance for trillion- and multi-trillion parameter AI models.</span></p> </div> </div> </div> </div> </div> </div> </div> </div> <div class="nv-container container responsivegrid aem-GridColumn aem-GridColumn--default--12"> <div id="nvlink" class="p-t-90 p-b-0 lap-p-t-90 lap-p-b-0 tab-p-t-60 tab-p-b-0 mob-p-t-60 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" data-cmp-breadcrumbColor="none" style="background-color:#f7f7f7;"> <div class="general-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="nv-title text h--medium aem-GridColumn aem-GridColumn--default--12"> <div id="nv-title-347e0b5528" class="general-container-text "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <h2 class="title "> Maximize System Throughput with NVIDIA NVLink </h2> </div> </div> </div> <div class="nv-text text aem-GridColumn aem-GridColumn--default--12"> <div id="nv-text-883873d05f" class="general-container-text "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <div class="description "> <p>Fifth-generation NVLink vastly improves scalability for larger multi-GPU systems. A single NVIDIA Blackwell Tensor Core GPU supports up to 18 NVLink 100 gigabyte-per-second (GB/s) connections for a total bandwidth of 1.8 terabytes per second (TB/s)—2X more bandwidth than the previous generation and over 14X the bandwidth of PCIe Gen5. Server platforms like the GB200 NVL72 take advantage of this technology to deliver greater scalability for today’s most complex large models.</p> </div> </div> </div> </div> </div> </div> </div> </div> <div class="nv-container container responsivegrid aem-GridColumn aem-GridColumn--default--12"> <div id="container-3f82688440" class="p-t-45 p-b-75 lap-p-t-45 lap-p-b-75 tab-p-t-0 tab-p-b-45 mob-p-t-0 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--tablet--12 aem-Grid--default--12 aem-Grid--phone--12 "> <div class="nv-title text h--small aem-GridColumn aem-GridColumn--default--12"> <div id="nv-title-5a3f11288f" class="general-container-text "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <h3 class="title "> NVLink Performance </h3> </div> </div> </div> <div class="nv-image image aem-GridColumn--tablet--12 aem-GridColumn--offset--tablet--0 aem-GridColumn--default--none aem-GridColumn--phone--none aem-GridColumn--phone--12 aem-GridColumn--tablet--none aem-GridColumn aem-GridColumn--default--8 aem-GridColumn--offset--default--2 aem-GridColumn--offset--phone--0"> <div data-cmp-is="nv-image" data-cmp-lazy data-cmp-lazythreshold="300" data-cmp-src="/content/nvidiaGDC/us/en_US/data-center/nvlink/_jcr_content/root/responsivegrid/nv_container_1813223422/nv_image.coreimg{.width}.svg/1710784006566/hopper-grace-gtc24-charts-aggregate-bandwith-nvlink-at-scale.svg" data-asset="/content/dam/en-zz/Data-Center/nvlink/hopper-grace-gtc24-charts-aggregate-bandwith-nvlink-at-scale.svg" data-title="NVLink in NVIDIA H100 performance chart" id="nv-image-2df90eb098" class="cmp-image d-align-center l-align-center t-align-center m-align-center" 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/nvlink/_jcr_content/root/responsivegrid/nv_container_1813223422/nv_image.coreimg.svg/1710784006566/hopper-grace-gtc24-charts-aggregate-bandwith-nvlink-at-scale.svg" class="cmp-image__image" itemprop="contentUrl" data-cmp-hook-image="image" alt="NVLink in NVIDIA H100 performance chart" data-analytics="nv-image-2df90eb098"/> </noscript> </div> </div> <div class="nv-text text aem-GridColumn aem-GridColumn--default--12"> <div id="nv-text-16c151495d" class="general-container-text "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <div class="description "> <p><span style="color: #666;"><span class="p--small">NVLink in NVIDIA H100 increases inter-GPU communication bandwidth 1.5X compared to the previous generation, so researchers can use larger, more sophisticated applications to solve more complex problems.</span></span></p> </div> </div> </div> </div> </div> </div> </div> </div> <div class="nv-container container responsivegrid aem-GridColumn aem-GridColumn--default--12"> <div id="nvswitch" class="p-t-90 p-b-0 lap-p-t-90 lap-p-b-0 tab-p-t-60 tab-p-b-0 mob-p-t-60 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" data-cmp-breadcrumbColor="none" style="background-color:#ffffff;"> <div class="general-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="nv-title text h--medium aem-GridColumn aem-GridColumn--default--12"> <div id="NVSwitch" class="general-container-text "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <h2 class="title " style="color: #000;"> Raise GPU Throughput With NVLink Communications </h2> </div> </div> </div> </div> </div> </div> </div> <div class="nv-container container responsivegrid aem-GridColumn aem-GridColumn--default--12"> <div id="container-2a09137240" class="p-t-30 p-b-60 lap-p-t-30 lap-p-b-60 tab-p-t-30 tab-p-b-30 mob-p-t-30 mob-p-b-30 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" style="background-color:#ffffff;"> <div class="general-container nv-flexbox d-col-2 l-col-2 t-col-1 p-col-1 d-justify-center l-justify-center t-justify-center p-justify-center flex-align-top "> <div class="nv-container container responsivegrid"> <div id="container-1c9404252e" 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" data-cmp-breadcrumbColor="none"> <div class="general-container"> <div class="aem-Grid aem-Grid--6 aem-Grid--default--6 "> <div class="nv-image image aem-GridColumn aem-GridColumn--default--6"> <div data-cmp-is="nv-image" data-cmp-lazy data-cmp-lazythreshold="300" data-cmp-src="/content/nvidiaGDC/us/en_US/data-center/nvlink/_jcr_content/root/responsivegrid/nv_container_923927439/nv_container/nv_image.coreimg.100{.width}.jpeg/1710784006812/nvlink-switch-chip-ari-1920x1080--2-.jpeg" data-cmp-widths="190,410,630,850,1070,1290" data-asset="/content/dam/en-zz/Data-Center/nvlink/nvlink-switch-chip-ari-1920x1080 (2).jpg" data-title="NVLink Switch Chip" id="nv-image-ad51387928" 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/nvlink/_jcr_content/root/responsivegrid/nv_container_923927439/nv_container/nv_image.coreimg.jpeg/1710784006812/nvlink-switch-chip-ari-1920x1080--2-.jpeg" class="cmp-image__image" itemprop="contentUrl" data-cmp-hook-image="image" alt="NVLink Switch Chip" title="NVLink Switch Chip" data-analytics="nv-image-ad51387928"/> </noscript> </div> </div> </div> </div> </div> </div> <div class="nv-container container responsivegrid"> <div id="container-5ae0c22cf5" class=" " data-cmp-is="nv-container"> <div class="general-container"> <div class="aem-Grid aem-Grid--6 aem-Grid--default--6 aem-Grid--phone--12 "> <div class="nv-title text h--small aem-GridColumn--phone--12 aem-GridColumn aem-GridColumn--default--6"> <div id="nv-title-d30bb6e639" class="general-container-text "> <div class="text-left lap-text-left tab-text-left mob-text-left"> <h3 class="title "> Fully Connect GPUs With NVIDIA NVLink and NVLink Switch </h3> </div> </div> </div> <div class="nv-text text aem-GridColumn--phone--12 aem-GridColumn aem-GridColumn--default--6"> <div id="nv-text-30add28a9c" class="general-container-text "> <div class="text-left lap-text-left tab-text-left mob-text-left"> <div class="description "> <p>NVLink is a 1.8TB/s bidirectional, direct GPU-to-GPU interconnect that scales multi-GPU input and output (IO) within a server. The NVIDIA NVLink Switch chips connect multiple NVLinks to provide all-to-all GPU communication at full NVLink speed within a single rack and between racks. </p> <p>To enable high-speed, collective operations, each NVLink Switch has engines for NVIDIA Scalable Hierarchical Aggregation and Reduction Protocol (SHARP)™ for in-network reductions and multicast acceleration.   </p> </div> </div> </div> </div> <div class="nv-button button nv-button-text nv-button-caret aem-GridColumn--phone--12 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-0c66e5f47a" class="btn-content btncta " target="_blank" data-cmp-clickable="false" style="color: #000000; " rel="noopener noreferrer" data-bgcolor="#ffffff" href="https://developer.nvidia.com/blog/nvidia-nvlink-and-nvidia-nvswitch-supercharge-large-language-model-inference/"> <span class="btn-text">Learn More About NVLink and NVLink Switch</span> </a> </div> <script> var nv_button = document.getElementById('nv-button-0c66e5f47a'), nv_bgAttr = nv_button.getAttribute('data-bgcolor'), nv_parent = nv_button.parentElement.parentElement, nv_nvBtnColorCount = nv_bgAttr.split(',').length - 1; if(nv_bgAttr !== null && !nv_parent.classList.contains('nv-button-text') && !nv_parent.classList.contains('nv-button-transparent')){ nv_button.style.cssText += "--custom-button-color:"+nv_bgAttr; if(nv_nvBtnColorCount == 2){ var idx = nv_bgAttr.lastIndexOf(')'); nv_bgAttr = nv_bgAttr.substr(0, idx) + ",0.8" + nv_bgAttr.substr(idx); } nv_button.style.cssText += "--custom-button-hover-color:"+nv_bgAttr; } if(nv_bgAttr !== null && nv_parent.classList.contains('nv-button-transparent')){ nv_button.style.borderColor = nv_bgAttr; if(nv_nvBtnColorCount == 2){ var idx = nv_bgAttr.lastIndexOf(')'); nv_bgAttr = nv_bgAttr.substr(0, idx) + ",0.1" + nv_bgAttr.substr(idx); } nv_button.style.cssText += "--custom-button-hover-color:"+nv_bgAttr; } </script> </div> </div> </div> </div> </div> </div> </div> </div> <div class="nv-container container responsivegrid aem-GridColumn aem-GridColumn--default--12"> <div id="container-7e1a01ff48" class="p-t-0 p-b-60 lap-p-t-0 lap-p-b-60 tab-p-t-0 tab-p-b-30 mob-p-t-0 mob-p-b-30 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--tablet--12 aem-Grid--default--12 aem-Grid--phone--12 "> <div class="nv-container container responsivegrid aem-GridColumn--default--none aem-GridColumn aem-GridColumn--default--12 aem-GridColumn--offset--default--0"> <div id="container-c7319e1e23" class="p-t-0 p-b-0 hide-on-desktop lap-p-t-0 lap-p-b-0 hide-on-laptop 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" data-cmp-breadcrumbColor="none"> <div class="general-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="nv-image image aem-GridColumn aem-GridColumn--default--12"> <div data-cmp-is="nv-image" data-cmp-lazy data-cmp-lazythreshold="300" data-cmp-src="/content/nvidiaGDC/us/en_US/data-center/nvlink/_jcr_content/root/responsivegrid/nv_container_208566643/nv_container_8266465/nv_image.coreimg.100{.width}.jpeg/1710784007037/gb200-nvl72-rack-ari-1920x1080--1-.jpeg" data-cmp-widths="190,410,630,850,1070,1290" data-asset="/content/dam/en-zz/Data-Center/nvlink/gb200-nvl72-rack-ari-1920x1080 (1).jpg" data-title="GB200 NVL72 Rack" id="nv-image-2d2154e397" 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/nvlink/_jcr_content/root/responsivegrid/nv_container_208566643/nv_container_8266465/nv_image.coreimg.jpeg/1710784007037/gb200-nvl72-rack-ari-1920x1080--1-.jpeg" class="cmp-image__image" itemprop="contentUrl" data-cmp-hook-image="image" alt="GB200 NVL72 Rack" title="GB200 NVL72 Rack" data-analytics="nv-image-2d2154e397"/> </noscript> </div> </div> </div> </div> </div> </div> <div class="nv-container container responsivegrid aem-GridColumn--tablet--12 aem-GridColumn--offset--tablet--0 aem-GridColumn--default--none aem-GridColumn--phone--none aem-GridColumn--phone--12 aem-GridColumn--tablet--none aem-GridColumn aem-GridColumn--default--6 aem-GridColumn--offset--phone--0 aem-GridColumn--offset--default--0"> <div id="container-e1e6fe5322" class=" " data-cmp-is="nv-container"> <div class="general-container"> <div class="aem-Grid aem-Grid--6 aem-Grid--tablet--12 aem-Grid--default--6 aem-Grid--phone--12 "> <div class="nv-title text h--small aem-GridColumn--tablet--12 aem-GridColumn--phone--12 aem-GridColumn aem-GridColumn--default--6"> <div id="nv-title-6a371af3fb" class="general-container-text "> <div class="text-left lap-text-left tab-text-left mob-text-left"> <h3 class="title "> Train Multi-Trillion Parameter Models With NVLink Switch System </h3> </div> </div> </div> <div class="nv-text text aem-GridColumn--tablet--12 aem-GridColumn--phone--12 aem-GridColumn aem-GridColumn--default--6"> <div id="nv-text-c18eccc3d2" class="general-container-text "> <div class="text-left lap-text-left tab-text-left mob-text-left"> <div class="description "> <p>With NVLink Switch, NVLink connections can be extended across nodes to create a seamless, high-bandwidth, multi-node GPU cluster—effectively forming a data center-sized GPU. NVIDIA NVLink Switch enables 130TB/s of GPU bandwidth in one NVL72 for large model parallelism. Multi-server clusters with NVLink scale GPU communications in balance with the increased computing, so NVL72 can support 9X the GPU count than a single eight-GPU system.</p> </div> </div> </div> </div> <div class="nv-button button nv-button-text nv-button-caret aem-GridColumn--tablet--12 aem-GridColumn--phone--12 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-be8a6c7819" class="btn-content btncta " target="_self" data-cmp-clickable="false " data-bgcolor="#ffffff" href="https://www.nvidia.com/en-us/data-center/gb200-nvl72/"> <span class="btn-text">Learn More About NVIDIA GB200 NVL72</span> </a> </div> <script> var nv_button = document.getElementById('nv-button-be8a6c7819'), nv_bgAttr = nv_button.getAttribute('data-bgcolor'), nv_parent = nv_button.parentElement.parentElement, nv_nvBtnColorCount = nv_bgAttr.split(',').length - 1; if(nv_bgAttr !== null && !nv_parent.classList.contains('nv-button-text') && !nv_parent.classList.contains('nv-button-transparent')){ nv_button.style.cssText += "--custom-button-color:"+nv_bgAttr; if(nv_nvBtnColorCount == 2){ var idx = nv_bgAttr.lastIndexOf(')'); nv_bgAttr = nv_bgAttr.substr(0, idx) + ",0.8" + nv_bgAttr.substr(idx); } nv_button.style.cssText += "--custom-button-hover-color:"+nv_bgAttr; } if(nv_bgAttr !== null && nv_parent.classList.contains('nv-button-transparent')){ nv_button.style.borderColor = nv_bgAttr; if(nv_nvBtnColorCount == 2){ var idx = nv_bgAttr.lastIndexOf(')'); nv_bgAttr = nv_bgAttr.substr(0, idx) + ",0.1" + nv_bgAttr.substr(idx); } nv_button.style.cssText += "--custom-button-hover-color:"+nv_bgAttr; } </script> </div> </div> </div> </div> </div> <div class="nv-container container responsivegrid aem-GridColumn--default--none aem-GridColumn aem-GridColumn--default--6 aem-GridColumn--offset--default--0"> <div id="container-48cc8d4998" class="p-t-0 p-b-0 lap-p-t-0 lap-p-b-0 tab-p-t-0 tab-p-b-0 hide-on-tablet mob-p-t-0 mob-p-b-0 hide-on-mob 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--6 aem-Grid--default--6 "> <div class="nv-image image aem-GridColumn aem-GridColumn--default--6"> <div data-cmp-is="nv-image" data-cmp-lazy data-cmp-lazythreshold="300" data-cmp-src="/content/nvidiaGDC/us/en_US/data-center/nvlink/_jcr_content/root/responsivegrid/nv_container_208566643/nv_container_82664658/nv_image.coreimg.100{.width}.jpeg/1710784007212/gb200-nvl72-rack-ari-1920x1080--1-.jpeg" data-cmp-widths="190,410,630,850,1070,1290" data-asset="/content/dam/en-zz/Data-Center/nvlink/gb200-nvl72-rack-ari-1920x1080 (1).jpg" data-title="GB200 NVL72 Rack" id="nv-image-2c7fbec4d3" 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/nvlink/_jcr_content/root/responsivegrid/nv_container_208566643/nv_container_82664658/nv_image.coreimg.jpeg/1710784007212/gb200-nvl72-rack-ari-1920x1080--1-.jpeg" class="cmp-image__image" itemprop="contentUrl" data-cmp-hook-image="image" alt="GB200 NVL72 Rack" title="GB200 NVL72 Rack" data-analytics="nv-image-2c7fbec4d3"/> </noscript> </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-6ebf9af497" class="p-t-0 p-b-90 lap-p-t-0 lap-p-b-90 tab-p-t-0 tab-p-b-60 mob-p-t-0 mob-p-b-60 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-center l-justify-center t-justify-center p-justify-center flex-align-top "> <div class="nv-container container responsivegrid"> <div id="container-48fb9cb080" 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" data-cmp-breadcrumbColor="none"> <div class="general-container"> <div class="aem-Grid aem-Grid--6 aem-Grid--default--6 "> <div class="nv-image image aem-GridColumn aem-GridColumn--default--6"> <div data-cmp-is="nv-image" data-cmp-lazy data-cmp-lazythreshold="300" data-cmp-src="/content/nvidiaGDC/us/en_US/data-center/nvlink/_jcr_content/root/responsivegrid/nv_container_773261736/nv_container_1946094923/nv_image.coreimg.100{.width}.jpeg/1710784007338/nvlink-switch-tray-ari-1920x1080--2-.jpeg" data-cmp-widths="190,410,630,850,1070,1290" data-asset="/content/dam/en-zz/Data-Center/nvlink/nvlink-switch-tray-ari-1920x1080 (2).jpg" data-title="NVLink Switch Tray" id="nv-image-c07620083b" 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/nvlink/_jcr_content/root/responsivegrid/nv_container_773261736/nv_container_1946094923/nv_image.coreimg.jpeg/1710784007338/nvlink-switch-tray-ari-1920x1080--2-.jpeg" class="cmp-image__image" itemprop="contentUrl" data-cmp-hook-image="image" alt="NVLink Switch Tray" title="NVLink Switch Tray" data-analytics="nv-image-c07620083b"/> </noscript> </div> </div> </div> </div> </div> </div> <div class="nv-container container responsivegrid"> <div id="container-e5790490a5" 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-e89e27a068" class="general-container-text "> <div class="text-left lap-text-left tab-text-left mob-text-left"> <h3 class="title "> NVIDIA NVLink Switch </h3> </div> </div> </div> <div class="nv-text text aem-GridColumn aem-GridColumn--default--6"> <div id="nv-text-c8a34e40eb" class="general-container-text "> <div class="text-left lap-text-left tab-text-left mob-text-left"> <div class="description "> <p>The NVIDIA NVLink Switch features 144 NVLink ports with a non-blocking switching capacity of 14.4TB/s. The rack switch is designed to provide high bandwidth and low latency in NVIDIA GB200 NVL72 systems supporting external fifth-generation NVLink connectivity.</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-713f5f19ad" class="btn-content btncta " target="_blank" data-cmp-clickable="false " rel="noopener noreferrer" data-bgcolor="#ffffff" href="https://developer.nvidia.com/blog/nvidia-gb200-nvl72-delivers-trillion-parameter-llm-training-and-real-time-inference/"> <span class="btn-text">Read The Tech Blog</span> </a> </div> <script> var nv_button = document.getElementById('nv-button-713f5f19ad'), nv_bgAttr = nv_button.getAttribute('data-bgcolor'), nv_parent = nv_button.parentElement.parentElement, nv_nvBtnColorCount = nv_bgAttr.split(',').length - 1; if(nv_bgAttr !== null && !nv_parent.classList.contains('nv-button-text') && !nv_parent.classList.contains('nv-button-transparent')){ nv_button.style.cssText += "--custom-button-color:"+nv_bgAttr; if(nv_nvBtnColorCount == 2){ var idx = nv_bgAttr.lastIndexOf(')'); nv_bgAttr = nv_bgAttr.substr(0, idx) + ",0.8" + nv_bgAttr.substr(idx); } nv_button.style.cssText += "--custom-button-hover-color:"+nv_bgAttr; } if(nv_bgAttr !== null && nv_parent.classList.contains('nv-button-transparent')){ nv_button.style.borderColor = nv_bgAttr; if(nv_nvBtnColorCount == 2){ var idx = nv_bgAttr.lastIndexOf(')'); nv_bgAttr = nv_bgAttr.substr(0, idx) + ",0.1" + nv_bgAttr.substr(idx); } nv_button.style.cssText += "--custom-button-hover-color:"+nv_bgAttr; } </script> </div> </div> </div> </div> </div> </div> </div> </div> <div class="nv-separator separator aem-GridColumn aem-GridColumn--default--12"> <div id="nv-separator-7370f55334" class="cmp-separator"> <style> #nv-separator-7370f55334 .cmp-separator__separator{ background-color: #cccccc; } @media screen and (min-width:1350px){ #nv-separator-7370f55334{ height:2px; } } @media screen and (min-width:1024px) and (max-width:1349px){ #nv-separator-7370f55334{ height:2px; } } @media screen and (min-width:640px) and (max-width:1023px){ #nv-separator-7370f55334{ height:2px; } } @media screen and (max-width: 639px){ #nv-separator-7370f55334{ height:2px; } } </style> <hr class="cmp-separator__separator"/> </div></div> <div class="nv-container container responsivegrid aem-GridColumn aem-GridColumn--default--12"> <div id="container-2294bb76c7" class="p-t-90 p-b-0 lap-p-t-90 lap-p-b-0 tab-p-t-60 tab-p-b-0 mob-p-t-60 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" 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 aem-GridColumn--default--12"> <div id="nv-title-ef35ef30de" class="general-container-text "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <h2 class="title " style="color: #000;"> Scaling From Enterprise to Exascale </h2> </div> </div> </div> </div> </div> </div> </div> <div class="nv-container container responsivegrid aem-GridColumn aem-GridColumn--default--12"> <div id="container-a3fc6f6a51" class="p-t-30 p-b-90 lap-p-t-30 lap-p-b-90 tab-p-t-30 tab-p-b-60 mob-p-t-30 mob-p-b-60 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-2 p-col-1 d-justify-center l-justify-center t-justify-center p-justify-center flex-align-top "> <div class="nv-container container responsivegrid"> <div id="container-9552b5adad" class=" " data-cmp-is="nv-container"> <div class="general-container"> <div class="aem-Grid aem-Grid--6 aem-Grid--default--6 aem-Grid--phone--12 "> <div class="nv-title text h--small aem-GridColumn--phone--12 aem-GridColumn aem-GridColumn--default--6"> <div id="nv-title-d693261956" class="general-container-text "> <div class="text-left lap-text-left tab-text-left mob-text-left"> <h3 class="title "> Full Connection for Unparalleled Performance </h3> </div> </div> </div> <div class="nv-text text aem-GridColumn--phone--12 aem-GridColumn aem-GridColumn--default--6"> <div id="nv-text-b2614c7d61" class="general-container-text "> <div class="text-left lap-text-left tab-text-left mob-text-left"> <div class="description "> <p><sub></sub>The NVLink Switch is the first rack-level switch chip capable of supporting up to 576 fully connected GPUs in a non-blocking compute fabric. The NVLink Switch interconnects every GPU pair at an incredible 1,800GB/s. It supports full all-to-all communication. The 72 GPUs in GB200 NVL72 can be used as a single high-performance accelerator with up to 1.4 exaFLOPS of AI compute power.</p> </div> </div> </div> </div> </div> </div> </div> </div> <div class="nv-container container responsivegrid"> <div id="container-f51325fcde" class=" " data-cmp-is="nv-container"> <div class="general-container"> <div class="aem-Grid aem-Grid--6 aem-Grid--default--6 aem-Grid--phone--12 "> <div class="nv-title text h--small aem-GridColumn--phone--12 aem-GridColumn aem-GridColumn--default--6"> <div id="nv-title-a66df90794" class="general-container-text "> <div class="text-left lap-text-left tab-text-left mob-text-left"> <h3 class="title "> The Most Powerful AI and HPC Platform </h3> </div> </div> </div> <div class="nv-text text aem-GridColumn--phone--12 aem-GridColumn aem-GridColumn--default--6"> <div id="nv-text-f4ce29eecf" class="general-container-text "> <div class="text-left lap-text-left tab-text-left mob-text-left"> <div class="description "> <p>NVLink and NVLink Switch are essential building blocks of the complete NVIDIA data center solution that incorporates hardware, networking, software, libraries, and optimized AI models and applications from the NVIDIA AI Enterprise software suite and the  NVIDIA NGC™ catalog. The most powerful end-to-end AI and HPC platform, it allows researchers to deliver real-world results and deploy solutions into production, driving unprecedented acceleration at every scale. </p> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div class="nv-container container responsivegrid aem-GridColumn--default--none aem-GridColumn aem-GridColumn--default--12 aem-GridColumn--offset--default--0"> <div id="nvlink-switch-specifications" 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--tablet--12 aem-Grid--default--12 aem-Grid--laptop--12 "> <div class="nv-title text h--medium aem-GridColumn aem-GridColumn--default--12"> <div id="nv-title-96c346b8ac" class="general-container-text "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <h2 class="title "> Specifications </h2> </div> </div> </div> <div class="nv-separator separator aem-GridColumn aem-GridColumn--default--12"> <div id="nv-separator-daf40ba30c" class="cmp-separator"> <style> </style> </div></div> <div class="nv-separator separator aem-GridColumn aem-GridColumn--default--12"> <div id="nv-separator-fbb3bb068d" class="cmp-separator"> <style> @media screen and (min-width:1350px){ #nv-separator-fbb3bb068d{ height:30px; } } @media screen and (min-width:1024px) and (max-width:1349px){ #nv-separator-fbb3bb068d{ height:30px; } } @media screen and (min-width:640px) and (max-width:1023px){ #nv-separator-fbb3bb068d{ height:30px; } } @media screen and (max-width: 639px){ #nv-separator-fbb3bb068d{ height:30px; } } </style> </div></div> <div class="nv-tabs tabs panelcontainer aem-GridColumn--tablet--12 aem-GridColumn--offset--tablet--0 aem-GridColumn--laptop--none aem-GridColumn--tablet--none aem-GridColumn aem-GridColumn--offset--laptop--1 aem-GridColumn--default--12 aem-GridColumn--laptop--10"> <div id="nv-tabs-53e28ce42f" class="cmp-tabs tabs-layout " data-cmp-is="tabs" data-cmp-id="nv-tabs-53e28ce42f"> <div class="nv-tabs__container"> <div class="nv-tabs__content"> </div> <ol role="tablist" class="nv-tabs__tablist" aria-multiselectable="false"> <div class="nv-tabs__line"></div> <li role="tab" id="tabs-53e28ce42f-item-be5eeb16db-tab" class="cmp-tabs__tab nv-tabs__tab--active" aria-controls="tabs-53e28ce42f-item-be5eeb16db-tabpanel" tabindex="0" data-cmp-hook-tabs="tab"> <div>NVLink</div> </li> <li role="tab" id="tabs-53e28ce42f-item-2b8343368d-tab" class="cmp-tabs__tab" aria-controls="tabs-53e28ce42f-item-2b8343368d-tabpanel" tabindex="-1" data-cmp-hook-tabs="tab"> <div>NVLink Switch</div> </li> </ol> </div> <div id="tabs-53e28ce42f-item-be5eeb16db-tabpanel" role="tabpanel" aria-labelledby="tabs-53e28ce42f-item-be5eeb16db-tab" tabindex="0" class="cmp-tabs__tabpanel cmp-tabs__tabpanel--active" data-cmp-hook-tabs="tabpanel"><div class="nv-container container responsivegrid"> <div id="container-be5eeb16db" class="p-t-0 p-b-30 lap-p-t-0 lap-p-b-30 tab-p-t-0 tab-p-b-30 mob-p-t-0 mob-p-b-30 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-rawhtml aem-GridColumn--default--none aem-GridColumn aem-GridColumn--default--12 aem-GridColumn--offset--default--0"> <div id="nv-rawhtml-811ceef48a" class="general-container-text "> <div> <style> /*.nv-teaser #nv-button-row-teaser .general-container-text > div { width: 100% !important; }*/ #compareSpecsChart { /*background: #1a1a1a; padding-top: 60px;*/ } .h100-specs table { width: 100%; padding: 0 30px 0 30px;/*margin-bottom: 30px;*/ } table .nv-button { padding: 0; } #tab-h100 .nv-button .btn-content { position: static; } #tab-h100 tr td:first-child { width: 190px; } #tab-h100 tr td:nth-child(2), #tab-h100 tr td:nth-child(3), #tab-h100 tr td:nth-child(4), #tab-h100 tr td:nth-child(5) { width: 350px; } #tab-h100 tr th { border-bottom: 3px solid #000000; } .yellow { color: #fac200; } .h100-specs th, .h100-specs td { padding: 15px; } .h100-specs td { border-bottom: 1px solid #cccccc; text-align: center; line-height: 1.5em; font-size: 14px;/*min-width: 158px;*/ } .h100-specs td:first-child { text-align: left; padding-left: 10px; font-weight: bold; width: 180px; } .h100-specs th:first-child { border-bottom: 1px solid #000000; position: sticky; left: 0; } .h100-specs th { text-align: center; font-size: 16px; line-height: 24px; border-bottom: 1px solid #000000; padding-top: 20px; font-weight: bold; } .h100-specs table tbody tr:first-child td { padding-top: 30px; } .h100-specs tr:last-child td { border-bottom: none; } .h100-specs tr td:nth-child(even) { background: #eeeeee; } .h100-specs tr td:nth-child(odd) { background: #f7f7f7; } .legal.color-lightuigraphics { color: #999; } .h100-specs .tr_blank { height: 25px; } .h100-specs .tr_blank td { padding: 0; border: none; } .h100-specs .no-border td { border: none; } .expand-btn { display: block; text-align: center; margin: 20px 0; } .expand-btn .btn { cursor: pointer; } #compareSpecsChart.h100-specs { position: relative; overflow-y: hidden; } .description.p--small.h100-specs-legal p { color: #1a1a1a; text-align: center; } .description.p--small.h100-specs-legal { padding: 30px; } .description.p--small.h100-specs-legal ul { font-size: 11px; line-height: 1.4em; color: #1a1a1a; margin: 0 0 10px 0; } @media screen and (min-width: 1025px) and (max-width: 1349px) { .scrolling { overflow-x: scroll; } .h100-specs th:first-child { position: sticky; left: 0; background: #f7f7f7; } .h100-specs td:first-child { text-align: left; left: 0; position: sticky; background: #f7f7f7; width: 180px; } .h100-specs table { padding-left: 0px; padding-right: 0px; } } @media screen and (max-width: 1024px) and (min-width: 768px) { .scrolling { overflow-x: scroll; } .h100-specs th:first-child { position: sticky; left: 0; background: #f7f7f7; } .h100-specs td:first-child { text-align: left; left: 0; position: sticky; background: #f7f7f7; } .h100-specs td { min-width: 160px; } .h100-specs table { padding-left: 0px; padding-right: 0px; } } @media screen and (max-width: 767px) { #compareSpecsChart.h100-specs { /* max-height: 355px;*/ } .scrolling { overflow-x: scroll; } .h100-specs th:first-child { position: sticky; left: 0; background: #f7f7f7; } .h100-specs td:first-child { text-align: left; left: 0; position: sticky; background: #f7f7f7; } .h100-specs td { min-width: 115px; } .h100-specs th br { display: none; } .h100-specs table { padding-left: 0px; padding-right: 0px; } .description.p--small.h100-specs-legal { padding: 20px 20px 0 15px; } } </style><div id="SpecsChart" class="h100-specs scrolling"> <table id="tab-h100" cellspacing="0" cellpadding="0"> <thead> <tr> <th></th> <th>Second Generation</th> <th>Third Generation</th> <th>Fourth Generation</th> <th>Fifth Generation</th> </tr> </thead> <tbody> <tr> <td>NVLink bandwidth per GPU</td> <td>300GB/s</td> <td>600GB/s</td> <td>900GB/s</td> <td>1,800GB/s</td> </tr> <tr> <td>Maximum Number of Links per GPU</td> <td>6</td> <td>12</td> <td>18</td> <td>18</td> </tr> <tr> <td>Supported NVIDIA Architectures</td> <td>NVIDIA Volta™ architecture</td> <td>NVIDIA Ampere architecture</td> <td>NVIDIA Hopper™ architecture</td> <td>NVIDIA Blackwell architecture</td> </tr> </tbody> </table> </div></div> </div> </div> </div> </div> </div> </div> </div> <div id="tabs-53e28ce42f-item-2b8343368d-tabpanel" role="tabpanel" aria-labelledby="tabs-53e28ce42f-item-2b8343368d-tab" tabindex="0" class="cmp-tabs__tabpanel" data-cmp-hook-tabs="tabpanel"><div class="nv-container container responsivegrid"> <div id="container-2b8343368d" class="p-t-0 p-b-30 lap-p-t-0 lap-p-b-30 tab-p-t-0 tab-p-b-30 mob-p-t-0 mob-p-b-30 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--tablet--12 aem-Grid--default--12 "> <div class="nv-rawhtml aem-GridColumn--offset--tablet--0 aem-GridColumn--tablet--10 aem-GridColumn--tablet--none aem-GridColumn aem-GridColumn--default--12"> <div id="nv-rawhtml-7f2132fd25" class="general-container-text "> <div> <style> /*.nv-teaser #nv-button-row-teaser .general-container-text > div { width: 100% !important; }*/ #compareSpecsChart { /*background: #1a1a1a; padding-top: 60px;*/ } .h100-specs table { width: 100%; padding: 0 30px 0 30px;/*margin-bottom: 30px;*/ } table .nv-button { padding: 0; } #tab-h100 .nv-button .btn-content { position: static; } #tab-h100 tr td:first-child { width: 190px; } #tab-h100 tr td:nth-child(2), #tab-h100 tr td:nth-child(3), #tab-h100 tr td:nth-child(4), #tab-h100 tr td:nth-child(5) { width: 350px; } #tab-h100 tr th { border-bottom: 3px solid #000000; } .yellow { color: #fac200; } .h100-specs th, .h100-specs td { padding: 15px; } .h100-specs td { border-bottom: 1px solid #cccccc; text-align: center; line-height: 1.5em; font-size: 14px;/*min-width: 158px;*/ } .h100-specs td:first-child { text-align: left; padding-left: 10px; font-weight: bold; width: 180px; } .h100-specs th:first-child { border-bottom: 1px solid #000000; position: sticky; left: 0; } .h100-specs th { text-align: center; font-size: 16px; line-height: 24px; border-bottom: 1px solid #000000; padding-top: 20px; font-weight: bold; } .h100-specs table tbody tr:first-child td { padding-top: 30px; } .h100-specs tr:last-child td { border-bottom: none; } .h100-specs tr td:nth-child(even) { background: #eeeeee; } .h100-specs tr td:nth-child(odd) { background: #f7f7f7; } .legal.color-lightuigraphics { color: #999; } .h100-specs .tr_blank { height: 25px; } .h100-specs .tr_blank td { padding: 0; border: none; } .h100-specs .no-border td { border: none; } .expand-btn { display: block; text-align: center; margin: 20px 0; } .expand-btn .btn { cursor: pointer; } #compareSpecsChart.h100-specs { position: relative; overflow-y: hidden; } .description.p--small.h100-specs-legal p { color: #1a1a1a; text-align: center; } .description.p--small.h100-specs-legal { padding: 30px; } .description.p--small.h100-specs-legal ul { font-size: 11px; line-height: 1.4em; color: #1a1a1a; margin: 0 0 10px 0; } @media screen and (min-width: 1025px) and (max-width: 1349px) { .scrolling { overflow-x: scroll; } .h100-specs th:first-child { position: sticky; left: 0; background: #f7f7f7; } .h100-specs td:first-child { text-align: left; left: 0; position: sticky; background: #f7f7f7; width: 180px; } .h100-specs table { padding-left: 0px; padding-right: 0px; } } @media screen and (max-width: 1024px) and (min-width: 768px) { .scrolling { overflow-x: scroll; } .h100-specs th:first-child { position: sticky; left: 0; background: #f7f7f7; } .h100-specs td:first-child { text-align: left; left: 0; position: sticky; background: #f7f7f7; } .h100-specs td { min-width: 160px; } .h100-specs table { padding-left: 0px; padding-right: 0px; } } @media screen and (max-width: 767px) { #compareSpecsChart.h100-specs { /* max-height: 355px;*/ } .scrolling { overflow-x: scroll; } .h100-specs th:first-child { position: sticky; left: 0; background: #f7f7f7; } .h100-specs td:first-child { text-align: left; left: 0; position: sticky; background: #f7f7f7; } .h100-specs td { min-width: 115px; } .h100-specs th br { display: none; } .h100-specs table { padding-left: 0px; padding-right: 0px; } .description.p--small.h100-specs-legal { padding: 20px 20px 0 15px; } } </style><div id="SpecsChart" class="h100-specs scrolling"> <table id="tab-h100" cellspacing="0" cellpadding="0"> <thead> <tr> <th></th> <th>First Generation</th> <th>Second Generation</th> <th>Third Generation</th> <th>NVLink Switch</th> </tr> </thead> <tbody> <tr> <td>Number of GPUs with direct connection within a NVLink domain</td> <td>Up to 8</td> <td>Up to 8</td> <td>Up to 8</td> <td>Up to 576</td> </tr> <tr> <td>NVSwitch GPU-to-GPU bandwidth</td> <td>300GB/s</td> <td>600GB/s</td> <td>900GB/s</td> <td>1,800GB/s</td> </tr> <tr> <td>Total aggregate bandwidth</td> <td>2.4TB/s</td> <td>4.8TB/s</td> <td>7.2TB/s</td> <td>1PB/s</td> </tr> <tr> <td>Supported NVIDIA architectures</td> <td>NVIDIA Volta™ architecture</td> <td>NVIDIA Ampere architecture</td> <td>NVIDIA Hopper™ architecture</td> <td>NVIDIA Blackwell architecture</td> </tr> </tbody> </table> </div></div> </div> </div> </div> </div> </div> </div> </div> </div></div> <div class="nv-text text aem-GridColumn aem-GridColumn--default--12"> <div id="nv-text-c73d90c974" class="general-container-text "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <div class="description "> <p><span class="p--small"> Preliminary specifications; may be subject to change.</span></p> </div> </div> </div> </div> </div> </div> </div> </div> <div class="nv-container container responsivegrid aem-GridColumn aem-GridColumn--default--12"> <div id="container-6a61701227" class="p-t-60 p-b-60 lap-p-t-60 lap-p-b-60 tab-p-t-30 tab-p-b-30 mob-p-t-30 mob-p-b-30 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:#ffffff;"> <div class="general-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="nv-text text aem-GridColumn aem-GridColumn--default--12"> <div id="nv-text-4640bbea06" class="general-container-text "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <div class="description "> <p class="p--large"><span style="color: rgb(26,26,26);">Take a Deep Dive into the NVIDIA Blackwell Architecture</span></p> </div> </div> </div> </div> <div class="nv-button button aem-GridColumn aem-GridColumn--default--12"> <div class="nv-button-standard button-center button-lap-center button-tab-center button-mob-center"> <a id="nv-button-20836e4b3e" class="btn-content btncta " target="_self" data-cmp-clickable="false " href="https://www.nvidia.com/en-us/data-center/technologies/blackwell-architecture/"> <span class="btn-text">Learn More</span> </a> </div> </div> </div> </div> </div> </div> <div class="nv-modalcontainer nv-modal-color--dark nv-modal--media-content aem-GridColumn aem-GridColumn--default--12"> <div data-cmp-is="nv-modal" class="cmp-modal " id="watch-video"> <span class="nv-modal-close"> <span class="fa-light fa-xmark"></span> </span> <div class="nv-modal "> <span class="nv-modal-close"> <span class="fa-light fa-xmark"></span> </span> <div class="nv-modal-container"> <div class="nv-modal-content"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="nv-embed embed aem-GridColumn aem-GridColumn--default--12"> <div id="nv-embed-ffe0ae21d3" class="cmp-embed"> <div class="nv-video-container" style="max-width:100%"> <div class="video-player button--visible player-controls"> <video aria-label="External Video" data-modal-autoplay="true" preload="none" controls> <source src="https://images.nvidia.com/aem-dam/Solutions/gtcs22/nvlink/hpc-video-nvlink-video-2781044.mp4" type="video/mp4"/> </video> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div class="footer aem-GridColumn aem-GridColumn--default--12"> <div class="page-footer-wrapper" id="brandFooter"> <div class="page-footer">  <div class="page-footer__links"> <div class="page-footer-link-set set-4"> <div class="page-footer-link-set__title">Products</div> <ul class="page-footer-link-set__links"> <li> <a href="https://resources.nvidia.com/l/en-us-gpu" target="_blank">Data Center GPUs</a> </li> <li> <a href="https://www.nvidia.com/en-us/data-center/dgx-platform/" target="_self">NVIDIA DGX Platform</a> </li> <li> <a href="https://www.nvidia.com/en-us/data-center/products/egx/" target="_self">NVIDIA EGX Platform</a> </li> <li> <a href="https://www.nvidia.com/en-us/data-center/hgx/" target="_self">NVIDIA HGX Platform</a> </li> <li> <a href="https://www.nvidia.com/en-us/networking/products/" target="_self">Networking Products</a> </li> <li> <a href="https://www.nvidia.com/en-us/data-center/virtual-solutions/" target="_self">Virtual GPUs</a> </li> </ul> </div> <div class="page-footer-link-set set-4"> <div class="page-footer-link-set__title">Technologies</div> <ul class="page-footer-link-set__links"> <li> <a href="https://www.nvidia.com/en-us/data-center/technologies/blackwell-architecture/" target="_self">NVIDIA Blackwell Architecture</a> </li> <li> <a href="https://www.nvidia.com/en-us/data-center/technologies/hopper-architecture/" target="_self">NVIDIA Hopper Architecture</a> </li> <li> <a href="https://www.nvidia.com/en-us/data-center/solutions/confidential-computing/" target="_self">Confidential Computing</a> </li> <li> <a href="https://www.nvidia.com/en-us/data-center/nvlink-c2c/" target="_self">NVLink-C2C</a> </li> <li> <a href="https://www.nvidia.com/en-us/data-center/nvlink/" target="_self"> NVLink/NVSwitch</a> </li> <li> <a href="https://www.nvidia.com/en-us/data-center/tensor-cores/" target="_self">Tensor Cores</a> </li> <li> <a href="https://www.nvidia.com/en-us/technologies/multi-instance-gpu/" target="_self">Multi-Instance GPU</a> </li> <li> <a href="https://www.nvidia.com/en-us/data-center/index-paraview-plugin/" target="_self">IndeX ParaView Plugin</a> </li> <li> <a href="https://www.nvidia.com/en-us/ai-data-science/products/morpheus/" target="_blank">Cybersecurity - Morpheus</a> </li> </ul> </div> <div class="page-footer-link-set set-4"> <div class="page-footer-link-set__title">Resources</div> <ul class="page-footer-link-set__links"> <li> <a href="https://www.nvidia.com/en-us/case-studies/" target="_self">Customer Stories</a> </li> <li> <a href="https://blogs.nvidia.com/blog/category/enterprise/" target="_blank">Data Center Blogs</a> </li> <li> <a href="https://www.nvidia.com/en-us/data-center/tesla-product-literature/" target="_self">Data Center GPUs Product Literature</a> </li> <li> <a href="https://www.nvidia.com/en-us/data-center/dgx/product-literature/" target="_self">DGX Product Literature</a> </li> <li> <a href="https://docs.nvidia.com/?f3=0000018b-8cb9-d77c-a19f-defb64410000&s=0#products" target="_blank">Documentation</a> </li> <li> <a href="https://www.nvidia.com/en-us/data-center/sustainable-computing/energy-efficiency-calculator/" target="_self">Energy Efficiency Calculator</a> </li> <li> <a href="https://www.nvidia.com/en-us/glossary/data-science/" target="_self">Glossary</a> </li> <li> <a href="https://www.nvidia.com/en-us/data-center/gpu-accelerated-applications/catalog/" target="_self">GPU Apps Catalog</a> </li> <li> <a href="https://www.nvidia.com/en-us/data-center/data-center-gpus/gpu-test-drive/" target="_self">GPU Test Drive</a> </li> <li> <a href="https://www.nvidia.com/gtc/" target="_self">GTC AI Conference</a> </li> <li> <a href="https://www.nvidia.com/en-us/data-center/vgpu-advisory-council/" target="_self">NVIDIA GRID Community Advisors</a> </li> <li> <a href="https://www.nvidia.com/en-us/data-center/data-center-gpus/tesla-qualified-servers-catalog/" target="_self">Qualified System Catalog</a> </li> <li> <a href="https://developer.nvidia.com/blog/category/data-center-cloud/" target="_blank">Technical Blog</a> </li> <li> <a href="https://www.nvidia.com/en-us/training/" target="_self">Technical Training</a> </li> <li> <a href="https://academy.nvidia.com/en/" target="_self">Training for IT Professionals</a> </li> <li> <a href="https://www.nvidia.com/en-us/data-center/where-to-buy/" target="_self">Where to Buy</a> </li> <li> <a href="https://gridforums.nvidia.com/" target="_blank">Virtual GPU Forum</a> </li> <li> <a href="https://www.nvidia.com/en-us/data-center/virtualization/resources/" target="_self">Virtual GPU Product Literature</a> </li> </ul> </div> <div class="page-footer-link-set set-4"> <div class="page-footer-link-set__title">Company Info</div> <ul class="page-footer-link-set__links"> <li> <a href="https://www.nvidia.com/en-us/about-nvidia/" target="_self">About Us</a> </li> <li> <a href="https://www.nvidia.com/en-us/about-nvidia/ai-computing/" target="_self">Company Overview</a> </li> <li> <a href="https://investor.nvidia.com/home/default.aspx" target="_blank">Investors</a> </li> <li> <a href="https://www.nventures.ai/" target="_blank">Venture Capital (NVentures)</a> </li> <li> <a href="https://www.nvidia.com/en-us/foundation/" target="_self">NVIDIA Foundation</a> </li> <li> <a href="https://www.nvidia.com/en-us/research/" target="_self">Research</a> </li> <li> <a href="https://www.nvidia.com/en-us/technologies/" target="_self">Social Responsibility</a> </li> <li> <a href="https://www.nvidia.com/en-us/technologies/" target="_self">Technologies</a> </li> <li> <a href="https://www.nvidia.com/en-us/about-nvidia/careers/" target="_self">Careers</a> </li> </ul> </div> </div>   <div class="page-footer__subscribe"> </div>   <div class="page-footer__social"> <div class="page-footer__social__label">Follow Data Center</div> <a href="http://www.facebook.com/NVIDIA" class="page-footer__social__link facebook" target="_blank" alt='<util:I18n key="Follow GeForce on Facebook" />' title='<util:I18n key="Follow GeForce on Facebook" />'> <i class="fa-brands fa-facebook-f" title="Facebook"></i> </a> <a href="https://www.linkedin.com/company/nvidia" class="page-footer__social__link" target="_blank"> <i class="fa-brands fa-linkedin-in" title="LinkedIn"></i> </a> <a href="http://twitter.com/nvidiadc" class="page-footer__social__link" target="_blank" alt='<util:I18n key="Follow GeForce on Twitter" />' title='<util:I18n key="Follow GeForce on Twitter" />'> <i class="fa-brands fa-x-twitter" title="Twitter"></i> </a> <a href="http://www.youtube.com/user/nvidia" class="page-footer__social__link" target="_blank"> <i class="fa-brands fa-youtube" title="YouTube"></i> </a>   </div>  </div> </div>  <div class="global-footer-container"> <div class="global-footer" id="globalFooter"> <svg class="global-footer__logo" xmlns="http://www.w3.org/2000/svg" viewBox="0 407.8 1000 184.4" enable-background="new 0 407.8 1000 184.4" xml:space="preserve"> <title>NVIDIA</title> <g id="nvidia-logo"> <path d="M987.1 555.7v-2.8h1.7c0.9 0 2.3 0.1 2.3 1.2 0 1.2-0.7 1.5-1.8 1.5H987.1M987.1 557.6h1.2l2.8 4.8h3l-3.1-5c1.5-0.1 2.9-0.8 2.9-3 0-2.7-1.8-3.5-4.9-3.5h-4.4v11.5h2.6L987.1 557.6M1000 556.7c0-6.8-5.2-10.7-11.1-10.7 -5.8 0-11.1 3.9-11.1 10.7 0 6.8 5.2 10.7 11.1 10.7S1000 563.5 1000 556.7M996.8 556.7c0 4.9-3.6 8.2-7.9 8.2l0 0c-4.4 0-7.9-3.3-7.9-8.2 0-4.9 3.6-8.2 7.9-8.2C993.2 548.6 996.8 551.9 996.8 556.7z"></path> <path d="M593.2 442.7v121.1h34.2V442.7H593.2zM324.4 442.5v121.2h34.5v-94.1l26.9 0.1c8.8 0 15 2.2 19.2 6.7 5.4 5.7 7.6 15.1 7.6 32v55.3H446v-66.9c0-47.8-30.5-54.3-60.2-54.3C385.8 442.5 324.4 442.5 324.4 442.5zM648.3 442.7v121.1h55.4c29.5 0 39.2-4.9 49.6-15.9 7.4-7.7 12.1-24.7 12.1-43.3 0-17-4-32.2-11.1-41.7 -12.5-16.9-30.8-20.2-58.1-20.2H648.3zM682.2 469h14.7c21.3 0 35.1 9.5 35.1 34.4 0 24.8-13.7 34.4-35.1 34.4h-14.7V469zM544 442.7l-28.5 95.9 -27.3-95.9h-36.9l39 121.1h49.2l39.3-121.1H544zM781.4 563.7h34.2v-121h-34.2V563.7zM877.2 442.7l-47.7 121h33.7l7.6-21.3h56.5l7.2 21.3h36.6l-48.2-121H877.2zM899.4 464.8l20.7 56.6H878L899.4 464.8z"></path> <path d="M103.9 462.8v-16.6c1.6-0.1 3.3-0.2 4.9-0.2 45.6-1.4 75.4 39.1 75.4 39.1s-32.2 44.8-66.8 44.8c-5 0-9.4-0.8-13.4-2.2v-50.5c17.7 2.2 21.3 10 32 27.7l23.7-20c0 0-17.3-22.7-46.5-22.7C110 462.3 106.9 462.5 103.9 462.8M103.9 407.8v24.8c1.6-0.1 3.3-0.2 4.9-0.3 63.3-2.2 104.6 51.9 104.6 51.9s-47.4 57.7-96.7 57.7c-4.5 0-8.7-0.4-12.7-1.1v15.4c3.4 0.4 7 0.7 10.6 0.7 46 0 79.2-23.5 111.4-51.2 5.3 4.3 27.2 14.7 31.7 19.2 -30.6 25.6-101.9 46.3-142.3 46.3 -3.9 0-7.6-0.2-11.3-0.6v21.6h174.7V407.8H103.9zM103.9 527.8v13.1c-42.5-7.6-54.3-51.8-54.3-51.8s20.4-22.6 54.3-26.3v14.4c0 0 0 0-0.1 0 -17.7-2.2-31.7 14.5-31.7 14.5S80 519.6 103.9 527.8M28.4 487.2c0 0 25.2-37.1 75.5-41v-13.5C48.2 437.2 0 484.4 0 484.4s27.3 79 103.9 86.3v-14.4C47.7 549.2 28.4 487.2 28.4 487.2z"></path> </g> </svg> <div class="global-footer__region"> <a href="https://www.nvidia.com/object/country-selector.html" target="_self">  <span class="global-footer__region__label"> United States </span> </a> </div> <ul class="global-footer__links"> <li> <a href="https://www.nvidia.com/en-us/about-nvidia/privacy-policy/" target="_blank">Privacy Policy</a> </li> <li> <a href="https://www.nvidia.com/en-us/privacy-center/" target="_blank">Manage My Privacy</a> </li> <li> <a href="https://www.nvidia.com/en-us/preferences/email-preferences/" target="_blank">Do Not Sell or Share My Data</a> </li> <li> <a href="https://www.nvidia.com/en-us/about-nvidia/terms-of-service/" target="_blank">Terms of Service</a> </li> <li> <a href="https://www.nvidia.com/en-us/about-nvidia/accessibility/" target="_blank">Accessibility</a> </li> <li> <a href="https://www.nvidia.com/en-us/about-nvidia/company-policies/" target="_self">Corporate Policies</a> </li> <li> <a href="https://www.nvidia.com/en-us/product-security/" target="_blank">Product Security</a> </li> <li> <a href="https://www.nvidia.com/en-us/contact/" target="_blank">Contact</a> </li> </ul> <div class="global-footer__copyright">Copyright © 2024 NVIDIA Corporation</div> <script> $('.nv-page-body .sub-brand-nav-container a div.title, .mobile-menu-container a.brand-nav-link').each(function(){if($(this).html()&&$(this).html().indexOf('*')>-1){$(this).html($(this).html().replace('*',''));$(this).parent().attr('target','_blank');$(this).parent().attr('rel','noopener noreferrer');}}); </script> </div> </div>   <style> .image-container{ position:relative; } .image-credit { color: #ccc; font-size: 11px; line-height: 1.4em; position:absolute; } .image-credit.credit--dark{ color: #333; } .image-credit.position--top-left{ top:12px; left:15px; } .image-credit.position--top-right{ top:12px; right:15px; } .image-credit.position--bottom-left{ bottom:27px; left:15px; } .image-credit.position--bottom-right{ bottom:27px; right:15px; } </style> <script> $(document).ready(function(){ $('.image-credit').each(function(){ var imageOuter = $(this).parent().parent().prev().children('.image-container').append(this); }) }) </script> <style> .navigation .global-nav .desktop-nav .nav-header-container #tab4-nv-level2-tab8:checked~.menu3-container .nv-level3-tab8 { background-color:#eee; opacity:1; -webkit-transform:rotateX(0); transform:rotateX(0); transition:.2s ease-out; -webkit-transition:.2s ease-out; -o-transition:.2s ease-out; visibility:visible; width:100% } .navigation .global-nav .desktop-nav .nav-header-container #tab4-nv-level2-tab8:checked ~ .nv-level2-list-container .nv-menu-level2-list .slider-menu { opacity: 1; } .navigation .global-nav .desktop-nav .nav-header-container #tab4-nv-level2-tab9:checked~.menu3-container .nv-level3-tab9 { background-color:#eee; opacity:1; -webkit-transform:rotateX(0); transform:rotateX(0); transition:.2s ease-out; -webkit-transition:.2s ease-out; -o-transition:.2s ease-out; visibility:visible; width:100% } .navigation .global-nav .desktop-nav .nav-header-container #tab4-nv-level2-tab9:checked ~ .nv-level2-list-container .nv-menu-level2-list .slider-menu { opacity: 1; } .navigation .global-nav .desktop-nav .nav-header-container #tab4-nv-level2-tab10:checked~.menu3-container .nv-level3-tab10 { background-color:#eee; opacity:1; -webkit-transform:rotateX(0); transform:rotateX(0); transition:.2s ease-out; -webkit-transition:.2s ease-out; -o-transition:.2s ease-out; visibility:visible; width:100% } .navigation .global-nav .desktop-nav .nav-header-container #tab4-nv-level2-tab10:checked ~ .nv-level2-list-container .nv-menu-level2-list .slider-menu { opacity: 1; } </style> <script src="/content/dam/en-zz/Solutions/vertexAI/bundle-search-prod-pub.js" defer></script> <div id="vertex-search"></div> <script defer> setTimeout(() => { VERTEXAI.Home.mount({ elementId: 'vertex-search', searchPage: false, placeholder:'Search for anything NVIDIA', site : 'https://www.nvidia.com' }) }, 1000) </script> <style> #nv-search-box:focus { outline: none;} #nv-search-box-mobile:focus { outline: none;} </style> </div> </div> </div> <script src="/etc.clientlibs/nvidiaweb/clientlibs/clientlib-site.min.94338822cb70249e0e420e14ddc6b012.js"></script> <script src="/etc.clientlibs/nvidiaweb/clientlibs/clientlib-base.min.d6f7cf09cb5f2ed6dcc4910f204d2372.js"></script> <script type="text/javascript"> NVIDIAGDC.funcQueue.executeQueue(); //DTM code Execution //if(typeof _satellite !== "undefined"){ // _satellite.pageBottom(); //} </script> <style> .unibrow-subnav{ position: relative; top: auto !important; } </style> <script> $(function(){ $(window).bind('load', function(){ var ubContainer=""; if(typeof t_ubContainer !== 'undefined' && t_ubContainer.length>0){ ubContainer = t_ubContainer; var cookieKey = ""; if(typeof t_cookieKey !== 'undefined' && t_cookieKey.length>0){ cookieKey = t_cookieKey } var ubcookie = ""; if(cookieKey.length>0){ ubcookie = Cookies.get(cookieKey)!=='undefined'?Cookies.get(cookieKey):""; } else { ubcookie = ""; } // var ubcookie = Cookies.get(cookieKey); var isCookie = typeof ubcookie !== 'undefined'?ubcookie:""; if(!isCookie){ if(isCookie.length<1){ if ($('#unibrow-container').length >0){ $('#unibrow-container').removeClass('hide-unibrow'); $('#unibrow-container').append(ubContainer); if ($(".sub-brand-nav").length >0){ $(".sub-brand-nav").addClass('unibrow-top'); } var ubsc = $(window).width(); if(ubsc < NVIDIAGDC.tabletBreakpoint){ var ml = $('#unibrow-container'), mcurHeight = ml.height(), mautoHeight = ml.css('height', 'auto').height(); ml.height(mcurHeight).css('height', mautoHeight+10+'px'); // $("#unibrow-container").css('height', mautoHeight+10+'px'); if(NVIDIAGDC.isMegaMenu){ $("#unibrow-container").css('marginTop', '44px'); $(".subnav").css('marginTop', mautoHeight+10+'px'); } else { $("#unibrow-container").css('marginTop', '0px'); $(".subnav").css('marginTop', mautoHeight+10+'px'); } $(".unibrow-top").css('marginTop', mautoHeight+10+'px'); /* if($(".subnav").length>0){ $(".subnav").addClass('unibrow-subnav'); } */ let pageMargin = $(".nv-page-body > .root").css("marginTop"); $(".nv-page-body > .root").css("marginTop",parseInt(pageMargin)+mautoHeight+10+"px"); } else if(ubsc==NVIDIAGDC.desktopBreakpoint-1){ var el = $('#unibrow-container'), tbcurHeight = el.height(), tbautoHeight = el.css('height', 'auto').height(); el.height(tbcurHeight).css('height', tbautoHeight+11+'px'); if($(".subnav").length>0){ $(".subnav").addClass('unibrow-subnav'); } else { $("#unibrow-container").css('marginTop', '0px'); } if(NVIDIAGDC.isMegaMenu){ } else { $(".unibrow-top").css('marginTop', tbautoHeight+10+'px'); } $("#unibrow-container").css('marginTop', '0px'); let pageMargin = $(".nv-page-body > .root").css("marginTop"); $(".nv-page-body > .root").css("marginTop",parseInt(pageMargin)+tbautoHeight+11+"px"); } else if(ubsc > NVIDIAGDC.tabletBreakpoint && ubsc < NVIDIAGDC.desktopBreakpoint){ var ml = $('#unibrow-container'), tcurHeight = ml.height(), tautoHeight = ml.css('height', 'auto').height(); ml.height(tcurHeight).css('height', tautoHeight+10+'px'); if(NVIDIAGDC.isMegaMenu){ $("#unibrow-container").css('marginTop', '44px'); $(".subnav").css('marginTop', tautoHeight+10+'px'); } else { $("#unibrow-container").css('marginTop', '0px'); $(".subnav").css('marginTop', tautoHeight+10+'px'); } $(".unibrow-top").css('marginTop', tautoHeight+10+'px'); let pageMargin = $(".nv-page-body > .root").css("marginTop"); $(".nv-page-body > .root").css("marginTop",parseInt(pageMargin)+tautoHeight+10+"px"); } else { var el = $('#unibrow-container'), curHeight = el.height(), autoHeight = el.css('height', 'auto').height(); el.height(curHeight).css('height', autoHeight+11+'px'); if($(".subnav").length>0){ $(".subnav").addClass('unibrow-subnav'); } if(!NVIDIAGDC.isMegaMenu){ $(".unibrow-top").css('marginTop', autoHeight+10+'px'); } let pageMargin = $(".nv-page-body > .root").css("marginTop"); $(".nv-page-body > .root").css("marginTop",parseInt(pageMargin)+autoHeight+11+"px"); } // Trigger custom event when unibrow is loaded if ($('#unibrow-container').height() > 0) { window.dispatchEvent(new CustomEvent("nvOnUnibrowLoaded")); } if($(".unibrow-close").length >0){ $( ".unibrow-close" ).click(function(e) { e.preventDefault(); //$(".unibrow-top").animate({'marginTop': '0px'}, { duration: animationCloseTime, queue: false }); $(".unibrow-top").css('marginTop', '0px'); //$("#unibrow-container").animate({'height': '0px'}, { duration: animationCloseTime, queue: false }); $("#unibrow-container").css('height', '0px'); $("#unibrow-style-outer").remove(); $('.sub-brand-nav').removeClass('unibrow-top'); if(ubsc < NVIDIAGDC.tabletBreakpoint){ $(".subnav").css('marginTop', ''); } else if(ubsc > NVIDIAGDC.tabletBreakpoint && ubsc < NVIDIAGDC.desktopBreakpoint){ $(".subnav").css('marginTop', ''); } if(typeof t_cookieKey !== 'undefined' && t_cookieKey.length>0){ var cookieVal = ""; var cookieExpires = 0; if(typeof t_cookieVal !== 'undefined' && t_cookieVal.length>0){ cookieVal = t_cookieVal; } if(typeof t_cookieExpires !== 'undefined'){ cookieExpires = t_cookieExpires; } var expires = (new Date(Date.now()+ 86400*1000)).toUTCString(); document.cookie = cookieKey + "=" + cookieVal + "; expires=" + cookieExpires + ";path=/;"; } $("#unibrow-container").addClass('hide-unibrow'); if($(".subnav").length>0){ $(".subnav").removeClass('unibrow-subnav'); } $(".nv-page-body > .root").css("marginTop",""); if($(".stbrdcrmbblock").length>0){ $(".stbrdcrmbblock").css("top",""); $(".stbrdcrmbblock").css("position", ""); $(".stbrdcrmbblock").addClass("stbrdcrmbshadow"); } // Trigger custom event when unibrow is loaded window.dispatchEvent(new CustomEvent("nvOnUnibrowClose")); }); } } } } } }); }); var position = $(window).scrollTop(); $(window).scroll(function() { if($(".hide-unibrow").length<1 && $(".stbrdcrmbblock.stbrdcrmbstick").length>0) { var scroll = $(window).scrollTop(); if (scroll > position) { if($(window).width() < NVIDIAGDC.tabletBreakpoint){ $(".stbrdcrmbblock").css("top", parseInt($(".global-nav").css("height"))+56+"px"); } else if($(window).width() > NVIDIAGDC.tabletBreakpoint && $(window).width() < NVIDIAGDC.desktopBreakpoint){ $(".stbrdcrmbblock").css("top", parseInt($(".global-nav").css("height"))+46+"px"); } else if($(window).width() == NVIDIAGDC.desktopBreakpoint) { $(".stbrdcrmbblock").css("top", parseInt($(".global-nav").css("height"))-46+"px"); } else { $(".stbrdcrmbblock").css("top", parseInt($(".global-nav").css("height"))+"px"); } $(".stbrdcrmbblock").addClass("stbrdcrmbstick"); //console.log('scrollDown'); } else { if($(window).width() < NVIDIAGDC.tabletBreakpoint){ $(".stbrdcrmbblock").css("top", parseInt($(".global-nav").css("height"))+46+56+"px"); } else if($(window).width() > NVIDIAGDC.tabletBreakpoint && $(window).width() < NVIDIAGDC.desktopBreakpoint){ $(".stbrdcrmbblock").css("top", parseInt($(".global-nav").css("height"))+46+46+"px"); } else if($(window).width() == NVIDIAGDC.desktopBreakpoint) { $(".stbrdcrmbblock").css("top", parseInt($(".global-nav").css("height"))+"px"); } else { $(".stbrdcrmbblock").css("top", parseInt($(".global-nav").css("height"))+46+"px"); } $(".stbrdcrmbblock").addClass("stbrdcrmbstickwthhead"); //console.log('scrollUp'); } position = scroll; } }); </script> </body> </html>

CINXE.COM

NVLink & NVSwitch: Fastest HPC Data Center Platform | NVIDIA