RTX 4500 Ada Generation Graphics Card

<!DOCTYPE HTML> <html class="html-page no-js" xmlns="http://www.w3.org/1999/xhtml" lang="en-sg" xml:lang="en-sg"> <head> <link rel="preconnect" href="https://images.nvidia.com" 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="RTX 4500 Ada Generation GPU, NVIDIA, Graphics Card"/> <meta name="description" content="The NVIDIA RTX 4500 Ada Generation GPU is designed for professionals to tackle demanding creative, design, engineering, and scientific work from the desktop. "/> <meta name="nv-pub-date" content="2023-12-20T13:14:44.000Z"/> <meta name="nv-cre-date" content="2023-12-20T13:15:44.000Z"/> <meta name="nv-id" content="L2NvbnRlbnQvbnZpZGlhR0RDL3NnL2VuX1NHL2Rlc2lnbi12aXN1YWxpemF0aW9uL3J0eC00NTAw"/> <meta property="og:site_name" content="NVIDIA"/> <meta property="og:type" content="Website"/> <meta property="og:url" content="https://www.nvidia.com/en-sg/design-visualization/rtx-4500/"/> <meta property="og:title" content="NVIDIA RTX 4500 Ada Generation Graphics Card"/> <meta property="og:description" content="Unleashes Powerful Performance and Efficiency "/> <meta property="og:image" content="https://www.nvidia.com/content/dam/en-zz/Solutions/design-visualization/rtx-4500/rtx-4500-og.jpg"/> <meta name="twitter:card" content="summary_large_image"/> <meta name="twitter:site" content="@NVIDIA"/> <meta name="twitter:creator" content="@NVIDIA"/> <meta name="twitter:title" content="NVIDIA RTX 4500 Ada Generation Graphics Card"/> <meta name="twitter:url" content="https://www.nvidia.com/en-sg/design-visualization/rtx-4500/"/> <meta name="twitter:description" content="Designed for professionals to tackle demanding creative, design, engineering, and scientific work from the desktop."/> <meta name="twitter:image" content="https://www.nvidia.com/content/dam/en-zz/Solutions/design-visualization/rtx-4500/rtx-4500-og.jpg"/> <meta property="fb:app_id" content="1679326302390196"/> <meta name="ps-key" content="1781-57d9f03d015405367a598032"/> <meta name="ps-country" content="SG"/> <meta name="ps-language" content="en"/> <link rel="canonical" href="https://www.nvidia.com/en-sg/design-visualization/rtx-4500/"/>  <link rel="alternate" hreflang="en-gr" href="https://www.nvidia.com/en-eu/design-visualization/rtx-4500/"/> <link rel="alternate" hreflang="pt-br" href="https://www.nvidia.com/pt-br/design-visualization/rtx-4500/"/> <link rel="alternate" hreflang="en-pt" href="https://www.nvidia.com/en-eu/design-visualization/rtx-4500/"/> <link rel="alternate" hreflang="es-mx" href="https://www.nvidia.com/es-la/design-visualization/rtx-4500/"/> <link rel="alternate" hreflang="es-es" href="https://www.nvidia.com/es-es/design-visualization/rtx-4500/"/> <link rel="alternate" hreflang="en-lt" href="https://www.nvidia.com/en-eu/design-visualization/rtx-4500/"/> <link rel="alternate" hreflang="en-hu" href="https://www.nvidia.com/en-eu/design-visualization/rtx-4500/"/> <link rel="alternate" hreflang="en-lv" href="https://www.nvidia.com/en-eu/design-visualization/rtx-4500/"/> <link rel="alternate" hreflang="es-ar" href="https://www.nvidia.com/es-la/design-visualization/rtx-4500/"/> <link rel="alternate" hreflang="en-ee" href="https://www.nvidia.com/en-eu/design-visualization/rtx-4500/"/> <link rel="alternate" hreflang="ko-kr" href="https://www.nvidia.com/ko-kr/design-visualization/rtx-4500/"/> <link rel="alternate" hreflang="en-us" href="https://www.nvidia.com/en-us/design-visualization/rtx-4500/"/> <link rel="alternate" hreflang="en-in" href="https://www.nvidia.com/en-in/design-visualization/rtx-4500/"/> <link rel="alternate" hreflang="en-il" href="https://www.nvidia.com/en-eu/design-visualization/rtx-4500/"/> <link rel="alternate" hreflang="it-it" href="https://www.nvidia.com/it-it/design-visualization/rtx-4500/"/> <link rel="alternate" hreflang="en-au" href="https://www.nvidia.com/en-au/design-visualization/rtx-4500/"/> <link rel="alternate" hreflang="fr-fr" href="https://www.nvidia.com/fr-fr/design-visualization/rtx-4500/"/> <link rel="alternate" hreflang="ja-jp" href="https://www.nvidia.com/ja-jp/design-visualization/rtx-4500/"/> <link rel="alternate" hreflang="de-de" href="https://www.nvidia.com/de-de/design-visualization/rtx-4500/"/> <link rel="alternate" hreflang="zh-tw" href="https://www.nvidia.com/zh-tw/design-visualization/rtx-4500/"/> <link rel="alternate" hreflang="en-rs" href="https://www.nvidia.com/en-eu/design-visualization/rtx-4500/"/> <link rel="alternate" hreflang="es-co" href="https://www.nvidia.com/es-la/design-visualization/rtx-4500/"/> <link rel="alternate" hreflang="es-cl" href="https://www.nvidia.com/es-la/design-visualization/rtx-4500/"/> <link rel="alternate" hreflang="es-pe" href="https://www.nvidia.com/es-la/design-visualization/rtx-4500/"/> <link rel="alternate" hreflang="en-sg" href="https://www.nvidia.com/en-sg/design-visualization/rtx-4500/"/> <link rel="alternate" hreflang="en-sk" href="https://www.nvidia.com/en-eu/design-visualization/rtx-4500/"/> <link rel="alternate" hreflang="en-si" href="https://www.nvidia.com/en-eu/design-visualization/rtx-4500/"/> <link rel="alternate" hreflang="en-gb" href="https://www.nvidia.com/en-gb/design-visualization/rtx-4500/"/> <link rel="alternate" hreflang="en-ca" href="https://www.nvidia.com/en-us/design-visualization/rtx-4500/"/> <link rel="alternate" hreflang="zh-cn" href="https://www.nvidia.cn/design-visualization/rtx-4500/"/> <link rel="alternate" hreflang="de" href="https://www.nvidia.com/de-de/design-visualization/rtx-4500/"/> <link rel="alternate" hreflang="fr" href="https://www.nvidia.com/fr-fr/design-visualization/rtx-4500/"/> <link rel="alternate" hreflang="en" href="https://www.nvidia.com/en-us/design-visualization/rtx-4500/"/> <link rel="alternate" hreflang="x-default" href="https://www.nvidia.com/en-us/design-visualization/rtx-4500/"/>   <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 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-sg/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>RTX 4500 Ada Generation Graphics Card | NVIDIA</title>  </head> <body class="body-page nv-page-body theme-en-sg 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="meganavigation1027988b_b1de_428a_99be_87e2562e620a"> <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-sg/" 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 Entertainment</div> <ul class="menu-level-4" role="menu"> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/networking/" target="_self" class="menu-item-link">Overview</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-sg/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-sg/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-sg/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-sg/geforce/graphics-cards/" target="_self" class="menu-item-link">GeForce</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-sg/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-sg/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-sg/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-sg/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-sg/clara/medical-devices/" 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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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://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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/geforce/rtx-remix/" target="_self" class="menu-item-link">Modding - RTX Remix</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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/gpu-cloud/picasso/" target="_self" class="menu-item-link">Picasso</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-sg/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-sg/ai/" target="_self" class="menu-item-link">Overview</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/networking/" target="_self" class="menu-item-link">Networking</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/autonomous-machines/" target="_self" class="menu-item-link">Overview</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-sg/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-sg/edge-computing/" target="_self" class="menu-item-link">Edge Solutions</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-sg/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-sg/autonomous-machines/intelligent-video-analytics-platform/" target="_self" class="menu-item-link">Intelligent Video Analytics</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-sg/deep-learning-ai/industries/robotics/" target="_self" class="menu-item-link">Robotics</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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/industries/" target="_self" class="menu-item-link">Overview</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-sg/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-sg/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/cybersecurity/" target="_self" class="menu-item-link">Cybersecurity</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-sg/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-sg/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-sg/industries/healthcare-life-sciences/" 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-sg/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-sg/industries/game-development/" target="_self" class="menu-item-link">Game Development</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-sg/industries/industrial-sector/" target="_self" class="menu-item-link">Industrial Sector</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-sg/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-sg/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-sg/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-sg/industries/restaurants/" target="_self" class="menu-item-link">Restaurants </a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-sg/industries/retail/" target="_self" class="menu-item-link">Retail and CPG</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-sg/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-sg/industries/smart-cities/" target="_self" class="menu-item-link">Smart Cities</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-sg/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-sg/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-sg/industries/transportation/" target="_self" class="menu-item-link">Transportation</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"> <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-sg/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-haspopup="true" aria-expanded="false"><label for="tab4-nv-level2-tab6" class="nv-menu-button menu-level-2" tabindex="0">IT Professionals</label> </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">Researchers</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">Roboticists</label> </li> </li> <li data-num="19" class="nv-menu-item tmenu1" role="tab" aria-expanded="false"><a href="https://www.nvidia.com/en-sg/deep-learning-ai/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-sg/studio/" target="_self" class="menu-item-link">Overview</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-sg/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-sg/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-sg/studio/compare-gpus/" target="_self" class="menu-item-link">Compare</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-sg/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-sg/design-visualization/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/omniverse/" target="_self" class="menu-item-link">3D Collaboration</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/startups/" target="_self" class="menu-item-link">Startups</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-sg/ai-data-science/ai-accelerated/" 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-sg/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-sg/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-sg/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-sg/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"><i>Developer Home ></i></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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/geforce/GeForce%20Support/" target="_self" class="menu-item-link">Support</a> </li> </ul> </li> <li class="menu-level-3 1-col" role="menuitem"> <div class="menu3-title"></div> </li> <li class="menu-level-3 1-col" role="menuitem"> <div class="menu3-title"></div> </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"> <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-sg/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-sg/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-sg/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-sg/networking/" target="_self" class="menu-item-link">Networking</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/design-visualization/software/rtx-experience/" target="_self" class="menu-item-link">NVIDIA RTX Experience</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-sg/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-sg/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/Download/index.aspx?lang=en-us" target="_self" class="menu-item-link">Drivers</a> </li> <li class="menu-level-4" role="menuitem"> <a href="https://www.nvidia.com/en-us/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-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-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-sg/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-sg/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-sg/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-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-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-sg/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-sg/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-sg/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-sg/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-sg/design-visualization/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/startups/" target="_self" class="menu-item-link">Startups</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"> </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-sg/" 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/Download/index.aspx?lang=en-us" 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> <div class="search-main-section"> <div class="search-section"> <div class="search_white"> <div class="search-outter-container hide-wid-0"> <div class="search-inner-container">  <form role="search" id="searchform" action="https://www.nvidia.com/en-sg/search/" class="search-form " tabindex="0"> <input aria-label="Search" data-search-box-input="" class="search-box-input placeholder" type="text" id="search-terms" name="q" value="" placeholder="Search NVIDIA" autocomplete="off" /> <input type="hidden" name="searchPath" id="search-path"> </form> <div class="search-icon-container">  <svg class="nav-search-form-icon" xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" tabindex="0"> <path fill="none" d="M0 0h24v24H0V0z" /> <path d="M15.5 14h-.79l-.28-.27C15.41 12.59 16 11.11 16 9.5 16 5.91 13.09 3 9.5 3S3 5.91 3 9.5 5.91 16 9.5 16c1.61 0 3.09-.59 4.23-1.57l.27.28v.79l5 4.99L20.49 19l-4.99-5zm-6 0C7.01 14 5 11.99 5 9.5S7.01 5 9.5 5 14 7.01 14 9.5 11.99 14 9.5 14z" /> </svg> </div> </div> </div> </div> </div> </div> </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-sg/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> <div class="search-main-section"> <div class="search-section"> <div class="search_white"> <div class="search-outter-container hide-wid-0"> <div class="search-inner-container">  <form role="search" id="searchformmob" action="https://www.nvidia.com/en-sg/search/" class="search-form "> <input aria-label="Search" data-search-box-input="" class="search-box-input-mob placeholder" type="text" id="search-terms-mob" name="q" value="" placeholder="Search NVIDIA" autocomplete="off"/> </form> <div class="search-icon-container-mob">  <svg class="nav-search-form-icon" xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24"> <path fill="none" d="M0 0h24v24H0V0z" /> <path d="M15.5 14h-.79l-.28-.27C15.41 12.59 16 11.11 16 9.5 16 5.91 13.09 3 9.5 3S3 5.91 3 9.5 5.91 16 9.5 16c1.61 0 3.09-.59 4.23-1.57l.27.28v.79l5 4.99L20.49 19l-4.99-5zm-6 0C7.01 14 5 11.99 5 9.5S7.01 5 9.5 5 14 7.01 14 9.5 11.99 14 9.5 14z" /> </svg> </div> </div> </div> </div> </div> </div> </li> <li class="nav-header-item brand-container"> <a class="brand-link pull-left nvidia-logo toplevel" href="https://www.nvidia.com/en-sg/" 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-sg/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 Entertainment</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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/geforce/graphics-cards/" target="_self" class="mm-link">GeForce</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-sg/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-sg/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-sg/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-sg/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-sg/clara/medical-devices/" 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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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://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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/geforce/rtx-remix/" target="_self" class="mm-link">Modding - RTX Remix</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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/gpu-cloud/picasso/" target="_self" class="mm-link">Picasso</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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/autonomous-machines/" 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-sg/data-center/products/fleet-command/" target="_self" class="mm-link" role="menuitem">Edge Deployment Management</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-sg/edge-computing/" target="_self" class="mm-link" role="menuitem">Edge Solutions</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-sg/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-sg/autonomous-machines/intelligent-video-analytics-platform/" target="_self" class="mm-link" role="menuitem">Intelligent Video Analytics</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-sg/deep-learning-ai/industries/robotics/" target="_self" class="mm-link" role="menuitem">Robotics</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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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/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-sg/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-sg/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-sg/industries/healthcare-life-sciences/" 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-sg/deep-learning-ai/industries/higher-education-research/" target="_self" class="mm-link" role="menuitem">Higher Education</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-sg/industries/game-development/" target="_self" class="mm-link" role="menuitem">Game Development</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-sg/industries/industrial-sector/" target="_self" class="mm-link" role="menuitem">Industrial Sector</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-sg/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-sg/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-sg/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-sg/industries/restaurants/" target="_self" class="mm-link" role="menuitem">Restaurants </a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-sg/industries/retail/" target="_self" class="mm-link" role="menuitem">Retail and CPG</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-sg/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-sg/industries/smart-cities/" target="_self" class="mm-link" role="menuitem">Smart Cities</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-sg/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-sg/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-sg/industries/transportation/" target="_self" class="mm-link" role="menuitem">Transportation</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-sg/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-sg/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-sg/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-sg/studio/compare-gpus/" target="_self" class="mm-link">Compare</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-sg/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-sg/design-visualization/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/omniverse/" target="_self" class="mm-link">3D Collaboration</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/ai-data-science/ai-accelerated/" 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-sg/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-sg/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-sg/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-sg/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"><i>Developer Home ></i></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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/geforce/GeForce%20Support/" 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"></div> </li> <li class="menu-level-3 row-3 grid-item" role="none"> <div class="menu-level-3 title"></div> </li> </ul> </li> <li id="nav-lvl1-tab4-lvl2-tab6" class="menu-level-2 row-2 grid-item" role="none" aria-expanded="false" aria-haspopup="true"> <a href="#nav-lvl1-tab4-lvl2-tab6">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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/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-sg/design-visualization/software/rtx-experience/" target="_self" class="mm-link">NVIDIA RTX Experience</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-sg/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-sg/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/Download/index.aspx?lang=en-us" 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/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-tab7" class="menu-level-2 row-2 grid-item" role="none" aria-expanded="false" aria-haspopup="true"> <a href="#nav-lvl1-tab4-lvl2-tab7">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-sg/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-sg/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-sg/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-tab8" class="menu-level-2 row-2 grid-item" role="none" aria-expanded="false" aria-haspopup="true"> <a href="#nav-lvl1-tab4-lvl2-tab8">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-sg/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-sg/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-sg/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-sg/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-sg/design-visualization/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-sg/industries/global-public-sector/" target="_self" class="mm-link">Global Public Sector</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-sg/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-sg/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-sg/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-sg/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-sg/startups/" target="_self" class="mm-link">Startups</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" > <a href="https://www.nvidia.com/en-sg/deep-learning-ai/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-sg/" class="mm-btn-link" role="menuitem" target="_blank">Shop</a> </li> <li class="menu-level-1" role="none"> <a href="https://www.nvidia.com/Download/index.aspx?lang=en-us" 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-sg/design-visualization/"> <span class="sub-brand-label size-x-small">Design and Simulation</span> </a> </div> <div class="sub-brand-item" >   <span class="sub-brand-link"> Industries <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-sg/industries/aec/" target="_self" class="global-nav-link"><div class="title no-submenu">Architecture, Engineering, Construction & Operations</div></a></li> <li><a href="https://www.nvidia.com/en-sg/industries/game-development/" target="_self" class="global-nav-link"><div class="title no-submenu">Game Development</div></a></li> <li><a href="https://www.nvidia.com/en-sg/industries/manufacturing/product-development/" target="_self" class="global-nav-link"><div class="title no-submenu">Manufacturing & Product Development</div></a></li> <li><a href="https://www.nvidia.com/en-sg/industries/media-and-entertainment/" target="_self" class="global-nav-link"><div class="title no-submenu">Media & Entertainment</div></a></li> <span class="nvArrow"></span> </ul> </div> <div class="sub-brand-item" >   <span class="sub-brand-link"> Products <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-sg/design-visualization/rtx/" target="_self" class="global-nav-link"><div class="title no-submenu">Overview</div></a></li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/desktop-graphics/" target="_self" class="global-nav-link"><div class="title no-submenu">Desktop Workstations</div></a></li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/rtx-professional-laptops/" target="_self" class="global-nav-link"><div class="title no-submenu">Professional Laptops</div></a></li> <li class="sub-menu"><a href="javascript:void(0)" class="global-nav-link sub-menu"><div class="title">Cloud & Data Center</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-sg/design-visualization/egx-graphics/" target="_self" class="global-nav-link"><div class="title no-submenu">EGX Platform</div></a></li> <li><a href="https://www.nvidia.com/en-sg/omniverse/platform/ovx/" target="_self" class="global-nav-link"><div class="title no-submenu">NVIDIA OVX</div></a></li> <li><a href="https://www.nvidia.com/en-sg/omniverse/cloud/" target="_self" class="global-nav-link"><div class="title no-submenu">Omniverse Cloud</div></a></li> </ul></li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/virtual-workstation/" target="_self" class="global-nav-link"><div class="title no-submenu">Virtual Workstations</div></a></li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/quadro-specialty-solutions/" target="_self" class="global-nav-link"><div class="title no-submenu">Specialty Solutions</div></a></li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/resources/rtx-embedded/" target="_self" class="global-nav-link"><div class="title no-submenu">Embedded</div></a></li> <span class="nvArrow"></span> </ul> </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-sg/design-visualization/solutions/virtual-reality/" target="_self" class="global-nav-link"><div class="title no-submenu">Augmented and Virtual Reality</div></a></li> <li><a href="https://www.nvidia.com/en-sg/omniverse/solutions/3d-design-collaboration/" target="_self" class="global-nav-link"><div class="title no-submenu">Design Collaboration</div></a></li> <li><a href="https://www.nvidia.com/en-sg/studio/professional-workstations/" target="_self" class="global-nav-link"><div class="title no-submenu">Content Creation</div></a></li> <li><a href="https://www.nvidia.com/en-sg/ai-data-science/workstations/" target="_self" class="global-nav-link"><div class="title no-submenu">NVIDIA RTX-Powered AI Workstations</div></a></li> <li><a href="https://www.nvidia.com/en-sg/deep-learning-ai/solutions/data-science/workstations/" target="_self" class="global-nav-link"><div class="title no-submenu">Data Science</div></a></li> <li><a href="https://www.nvidia.com/en-sg/omniverse/solutions/digital-twins/" target="_self" class="global-nav-link"><div class="title no-submenu">Digital Twins</div></a></li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/solutions/engineering-simulation/" target="_self" class="global-nav-link"><div class="title no-submenu">Engineering Simulation</div></a></li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/virtual-workstation/" target="_self" class="global-nav-link"><div class="title no-submenu">Virtualization</div></a></li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/solutions/quadro-display-desktop-management/" target="_self" class="global-nav-link"><div class="title no-submenu">Multi-Display</div></a></li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/solutions/rendering/" target="_self" class="global-nav-link"><div class="title no-submenu">Rendering</div></a></li> <span class="nvArrow"></span> </ul> </div> <div class="sub-brand-item" >   <span class="sub-brand-link"> Software <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://developer.nvidia.com/rtx" target="_self" class="global-nav-link"><div class="title no-submenu">For Developers</div></a></li> <li><a href="https://www.nvidia.com/en-sg/omniverse/enterprise/" target="_self" class="global-nav-link"><div class="title no-submenu">NVIDIA Omniverse Enterprise</div></a></li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/virtual-workstation/" target="_self" class="global-nav-link"><div class="title no-submenu">NVIDIA RTX Virtual Workstations</div></a></li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/solutions/cloud-xr/" target="_self" class="global-nav-link"><div class="title no-submenu">NVIDIA CloudXR</div></a></li> <li><a href="https://developer.nvidia.com/maxine" target="_self" class="global-nav-link"><div class="title no-submenu">NVIDIA Maxine</div></a></li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/software/broadcast-app/" target="_self" class="global-nav-link"><div class="title no-submenu">NVIDIA Broadcast App</div></a></li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/rtx-enterprise-software/" target="_self" class="global-nav-link"><div class="title no-submenu">NVIDIA RTX Enterprise Software</div></a></li> <li><a href="https://www.nvidia.com/en-sg/software/nvidia-app-enterprise/" target="_self" class="global-nav-link"><div class="title no-submenu">NVIDIA App for Enterprise</div></a></li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/software/rtx-desktop-manager/" target="_self" class="global-nav-link"><div class="title no-submenu">NVIDIA RTX Desktop Manager</div></a></li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/solutions/nvidia-mosaic-technology/" target="_self" class="global-nav-link"><div class="title no-submenu">NVIDIA Mosaic</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-sg/design-visualization/technologies/rtx/" target="_self" class="global-nav-link"><div class="title no-submenu">NVIDIA RTX Technology</div></a></li> <li><a href="https://www.nvidia.com/en-sg/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-sg/design-visualization/ampere-architecture/" target="_self" class="global-nav-link"><div class="title no-submenu"> NVIDIA Ampere Architecture</div></a></li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/technologies/turing-architecture/" target="_self" class="global-nav-link"><div class="title no-submenu">NVIDIA Turing Architecture</div></a></li> <li><a href="https://www.nvidia.com/en-sg/omniverse/" target="_self" class="global-nav-link"><div class="title no-submenu">NVIDIA Omniverse</div></a></li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/nvlink-bridges/" target="_self" class="global-nav-link"><div class="title no-submenu">NVLink</div></a></li> <span class="nvArrow"></span> </ul> </div> <div class="sub-brand-item" > <a href="https://store.nvidia.com/en-us/nvidia-rtx/store/?page=1&limit=9&locale=en-us" target="_self" class="sub-brand-link">Shop</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> Industries </span> <ul class="more-sub-items"> <li><a href="https://www.nvidia.com/en-sg/industries/aec/">Architecture, Engineering, Construction & Operations</a> </li> <li><a href="https://www.nvidia.com/en-sg/industries/game-development/">Game Development</a> </li> <li><a href="https://www.nvidia.com/en-sg/industries/manufacturing/product-development/">Manufacturing & Product Development</a> </li> <li><a href="https://www.nvidia.com/en-sg/industries/media-and-entertainment/">Media & Entertainment</a> </li> </ul> </li> <li class="more-element hide"> <span> Products </span> <ul class="more-sub-items"> <li><a href="https://www.nvidia.com/en-sg/design-visualization/rtx/">Overview</a> </li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/desktop-graphics/">Desktop Workstations</a> </li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/rtx-professional-laptops/">Professional Laptops</a> </li> <li><a href="">Cloud & Data Center</a> </li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/virtual-workstation/">Virtual Workstations</a> </li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/quadro-specialty-solutions/">Specialty Solutions</a> </li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/resources/rtx-embedded/">Embedded</a> </li> </ul> </li> <li class="more-element hide"> <span> Solutions </span> <ul class="more-sub-items"> <li><a href="https://www.nvidia.com/en-sg/design-visualization/solutions/virtual-reality/">Augmented and Virtual Reality</a> </li> <li><a href="https://www.nvidia.com/en-sg/omniverse/solutions/3d-design-collaboration/">Design Collaboration</a> </li> <li><a href="https://www.nvidia.com/en-sg/studio/professional-workstations/">Content Creation</a> </li> <li><a href="https://www.nvidia.com/en-sg/ai-data-science/workstations/">NVIDIA RTX-Powered AI Workstations</a> </li> <li><a href="https://www.nvidia.com/en-sg/deep-learning-ai/solutions/data-science/workstations/">Data Science</a> </li> <li><a href="https://www.nvidia.com/en-sg/omniverse/solutions/digital-twins/">Digital Twins</a> </li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/solutions/engineering-simulation/">Engineering Simulation</a> </li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/virtual-workstation/">Virtualization</a> </li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/solutions/quadro-display-desktop-management/">Multi-Display</a> </li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/solutions/rendering/">Rendering</a> </li> </ul> </li> <li class="more-element hide"> <span> Software </span> <ul class="more-sub-items"> <li><a href="https://developer.nvidia.com/rtx">For Developers</a> </li> <li><a href="https://www.nvidia.com/en-sg/omniverse/enterprise/">NVIDIA Omniverse Enterprise</a> </li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/virtual-workstation/">NVIDIA RTX Virtual Workstations</a> </li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/solutions/cloud-xr/">NVIDIA CloudXR</a> </li> <li><a href="https://developer.nvidia.com/maxine">NVIDIA Maxine</a> </li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/software/broadcast-app/">NVIDIA Broadcast App</a> </li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/rtx-enterprise-software/">NVIDIA RTX Enterprise Software</a> </li> <li><a href="https://www.nvidia.com/en-sg/software/nvidia-app-enterprise/">NVIDIA App for Enterprise</a> </li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/software/rtx-desktop-manager/">NVIDIA RTX Desktop Manager</a> </li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/solutions/nvidia-mosaic-technology/">NVIDIA Mosaic</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-sg/design-visualization/technologies/rtx/">NVIDIA RTX Technology</a> </li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/ada-lovelace-architecture/">NVIDIA Ada Lovelace Architecture</a> </li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/ampere-architecture/"> NVIDIA Ampere Architecture</a> </li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/technologies/turing-architecture/">NVIDIA Turing Architecture</a> </li> <li><a href="https://www.nvidia.com/en-sg/omniverse/">NVIDIA Omniverse</a> </li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/nvlink-bridges/">NVLink</a> </li> </ul> </li> <li class="more-element hide"> <a href="https://store.nvidia.com/en-us/nvidia-rtx/store/?page=1&limit=9&locale=en-us">Shop</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="#">Industries</a> <ul class="submenu"> <li class="menu-title"><a href="#">Industries</a></li>  <li><a href="https://www.nvidia.com/en-sg/industries/aec/" target="_self" class="brand-nav-link">Architecture, Engineering, Construction & Operations</a></li> <li><a href="https://www.nvidia.com/en-sg/industries/game-development/" target="_self" class="brand-nav-link">Game Development</a></li> <li><a href="https://www.nvidia.com/en-sg/industries/manufacturing/product-development/" target="_self" class="brand-nav-link">Manufacturing & Product Development</a></li> <li><a href="https://www.nvidia.com/en-sg/industries/media-and-entertainment/" target="_self" class="brand-nav-link">Media & Entertainment</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-sg/design-visualization/rtx/" target="_self" class="brand-nav-link">Overview</a></li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/desktop-graphics/" target="_self" class="brand-nav-link">Desktop Workstations</a></li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/rtx-professional-laptops/" target="_self" class="brand-nav-link">Professional Laptops</a></li> <li><a href="#">Cloud & Data Center</a> <ul class="submenu"> <li class="menu-title"><a href="#">Cloud & Data Center</a></li>  <li><a href="https://www.nvidia.com/en-sg/design-visualization/egx-graphics/" target="_self" class="brand-nav-link">EGX Platform</a></li> <li><a href="https://www.nvidia.com/en-sg/omniverse/platform/ovx/" target="_self" class="brand-nav-link">NVIDIA OVX</a></li> <li><a href="https://www.nvidia.com/en-sg/omniverse/cloud/" target="_self" class="brand-nav-link">Omniverse Cloud</a></li> </ul></li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/virtual-workstation/" target="_self" class="brand-nav-link">Virtual Workstations</a></li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/quadro-specialty-solutions/" target="_self" class="brand-nav-link">Specialty Solutions</a></li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/resources/rtx-embedded/" target="_self" class="brand-nav-link">Embedded</a></li> </ul></li> <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-sg/design-visualization/solutions/virtual-reality/" target="_self" class="brand-nav-link">Augmented and Virtual Reality</a></li> <li><a href="https://www.nvidia.com/en-sg/omniverse/solutions/3d-design-collaboration/" target="_self" class="brand-nav-link">Design Collaboration</a></li> <li><a href="https://www.nvidia.com/en-sg/studio/professional-workstations/" target="_self" class="brand-nav-link">Content Creation</a></li> <li><a href="https://www.nvidia.com/en-sg/ai-data-science/workstations/" target="_self" class="brand-nav-link">NVIDIA RTX-Powered AI Workstations</a></li> <li><a href="https://www.nvidia.com/en-sg/deep-learning-ai/solutions/data-science/workstations/" target="_self" class="brand-nav-link">Data Science</a></li> <li><a href="https://www.nvidia.com/en-sg/omniverse/solutions/digital-twins/" target="_self" class="brand-nav-link">Digital Twins</a></li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/solutions/engineering-simulation/" target="_self" class="brand-nav-link">Engineering Simulation</a></li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/virtual-workstation/" target="_self" class="brand-nav-link">Virtualization</a></li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/solutions/quadro-display-desktop-management/" target="_self" class="brand-nav-link">Multi-Display</a></li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/solutions/rendering/" target="_self" class="brand-nav-link">Rendering</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://developer.nvidia.com/rtx" target="_self" class="brand-nav-link">For Developers</a></li> <li><a href="https://www.nvidia.com/en-sg/omniverse/enterprise/" target="_self" class="brand-nav-link">NVIDIA Omniverse Enterprise</a></li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/virtual-workstation/" target="_self" class="brand-nav-link">NVIDIA RTX Virtual Workstations</a></li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/solutions/cloud-xr/" target="_self" class="brand-nav-link">NVIDIA CloudXR</a></li> <li><a href="https://developer.nvidia.com/maxine" target="_self" class="brand-nav-link">NVIDIA Maxine</a></li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/software/broadcast-app/" target="_self" class="brand-nav-link">NVIDIA Broadcast App</a></li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/rtx-enterprise-software/" target="_self" class="brand-nav-link">NVIDIA RTX Enterprise Software</a></li> <li><a href="https://www.nvidia.com/en-sg/software/nvidia-app-enterprise/" target="_self" class="brand-nav-link">NVIDIA App for Enterprise</a></li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/software/rtx-desktop-manager/" target="_self" class="brand-nav-link">NVIDIA RTX Desktop Manager</a></li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/solutions/nvidia-mosaic-technology/" target="_self" class="brand-nav-link">NVIDIA Mosaic</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-sg/design-visualization/technologies/rtx/" target="_self" class="brand-nav-link">NVIDIA RTX Technology</a></li> <li><a href="https://www.nvidia.com/en-sg/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-sg/design-visualization/ampere-architecture/" target="_self" class="brand-nav-link"> NVIDIA Ampere Architecture</a></li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/technologies/turing-architecture/" target="_self" class="brand-nav-link">NVIDIA Turing Architecture</a></li> <li><a href="https://www.nvidia.com/en-sg/omniverse/" target="_self" class="brand-nav-link">NVIDIA Omniverse</a></li> <li><a href="https://www.nvidia.com/en-sg/design-visualization/nvlink-bridges/" target="_self" class="brand-nav-link">NVLink</a></li> </ul></li> <li><a href="https://store.nvidia.com/en-us/nvidia-rtx/store/?page=1&limit=9&locale=en-us" target="_self" class="brand-nav-link">Shop</a></li> </ul> </div> </div>  <script> if(true){ var searchPath = document.getElementById("search-path"); searchPath.value = window.location.pathname; } NVIDIAGDC.funcQueue.addToQueue({ id : "meganavigation1027988b_b1de_428a_99be_87e2562e620a", method : "navigation-megamenu", params : [{ globalSite:false, breadCrumbAdded: false, enableSearchLibrary: true, isSolr:true, searchOptions: { destination: "https://www.nvidia.com/en-sg/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 aem-GridColumn--default--12"> <div id="container-ee6926b691" class="p-t-0 p-b-0 lap-p-t-0 lap-p-b-0 tab-p-t-15 tab-p-b-0 mob-p-t-15 mob-p-b-0 with-image-as-bg 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-cont-h-l l-cont-h-l d-content-align-center l-content-align-center t-content-align-top m-content-align-top " data-cmp-is="nv-container" data-cmp-breadcrumbColor="none" style="background-color:#383d56;"> <div class="nv-img-as-bg d-image-center l-image-center t-image-center p-image-c-bottom "> <picture> <source srcset="/content/dam/en-zz/Solutions/design-visualization/rtx-4500/rtx-4500-pdp-kv-bbm-iat-p.jpg, /content/dam/en-zz/Solutions/design-visualization/rtx-4500/rtx-4500-pdp-kv-bbm-iat-p@2x.jpg 2x" media="(max-width: 639px)"/> <source srcset="/content/dam/en-zz/Solutions/design-visualization/rtx-4500/rtx-4500-pdp-kv-bbm-t.jpg, /content/dam/en-zz/Solutions/design-visualization/rtx-4500/rtx-4500-pdp-kv-bbm-t@2x.jpg 2x" media="(min-width:640px) and (max-width:1023px)"/> <source srcset="/content/dam/en-zz/Solutions/design-visualization/rtx-4500/rtx-4500-pdp-kv-bbm-l.jpg, /content/dam/en-zz/Solutions/design-visualization/rtx-4500/rtx-4500-pdp-kv-bbm-l@2x.jpg 2x" media="(min-width:1024px) and (max-width:1349px)"/> <source srcset="/content/dam/en-zz/Solutions/design-visualization/rtx-4500/rtx-4500-pdp-kv-bbm-d.jpg, /content/dam/en-zz/Solutions/design-visualization/rtx-4500/rtx-4500-pdp-kv-bbm-d@2x.jpg 2x" media="(min-width:1350px)"/> <img src="/content/dam/en-zz/Solutions/design-visualization/rtx-4500/rtx-4500-pdp-kv-bbm-d.jpg" srcset="/content/dam/en-zz/Solutions/design-visualization/rtx-4500/rtx-4500-pdp-kv-bbm-d@2x.jpg 2x" alt title id="image-container-ee6926b691" onload="setContainerHeight('container-ee6926b691')"/> </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--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-234461397b" 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--tablet--12 aem-Grid--default--6 aem-Grid--phone--12 "> <div class="nv-title text h--large 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="nv-title-aa495b0eef" class="general-container-text "> <div class="text-left lap-text-left tab-text-left mob-text-left"> <h1 class="title " style="color: #ffffff;"> NVIDIA RTX 4500 Ada Generation Graphics Card </h1> </div> </div> </div> <div class="nv-text text 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--5 aem-GridColumn--offset--phone--0 aem-GridColumn--offset--default--0"> <div id="nv-text-5be20930de" 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">Performance for endless possibilities.</span></p> </div> </div> </div> </div> <div class="nv-separator separator aem-GridColumn--tablet--12 aem-GridColumn--phone--12 aem-GridColumn aem-GridColumn--default--6"> <div id="nv-separator-0c434d4c7d" class="cmp-separator"> <style> @media screen and (min-width:1350px){ #nv-separator-0c434d4c7d{ height:15px; } } @media screen and (min-width:1024px) and (max-width:1349px){ #nv-separator-0c434d4c7d{ height:15px; } } @media screen and (min-width:640px) and (max-width:1023px){ #nv-separator-0c434d4c7d{ height:15px; } } @media screen and (max-width: 639px){ #nv-separator-0c434d4c7d{ height:15px; } } </style> </div></div> <div class="nv-container container responsivegrid p-l-15 p-r-15 aem-GridColumn--tablet--12 aem-GridColumn--phone--12 aem-GridColumn aem-GridColumn--default--6"> <div id="rtx-4000-signup" class="p-t-15 p-b-15 lap-p-t-15 lap-p-b-15 tab-p-t-15 tab-p-b-15 mob-p-t-15 mob-p-b-15 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:rgba(0,0,0,0.3);"> <div class="general-container"> <div class="aem-Grid aem-Grid--6 aem-Grid--default--6 "> <div class="nv-teaser teaser aem-GridColumn aem-GridColumn--default--6"> <div id="nv-teaser-456f51208b" class="cmp-teaser " data-title-style="manual"> <div class="nv-teaser--holder"> </div> <div class="general-container-text "> <div class="text-left lap-text-left tab-text-left mob-text-left"> <h2 class="cmp-teaser__title h--smaller" data-titlerow="One" data-titlerowlaptop="One" data-titlerowtablet="One"> Where to Buy </h2> <div class="cmp-teaser__description"> <p>Find an NVIDIA design and visualization partner.</p> </div> <div class="cmp-teaser__action-container " data-ctaExpand="false"> <a class="cmp-teaser__action-link nv-teaser-button " href="https://www.nvidia.com/en-sg/design-visualization/where-to-buy/" target="_self" id="teaser-456f51208b-cta-81ba96d233">Find a Partner </a> </div> </div> </div> </div> </div> <div class="nv-text text aem-GridColumn aem-GridColumn--default--6"> <div id="text-cta-row" class="general-container-text "> <div class="text-left lap-text-left tab-text-left mob-text-left"> <div class="description "> <p><a href="https://resources.nvidia.com/en-us-design-viz-stories-ep/print-nvidia-rtx-450?lx=CCKW39&contentType=data-sheet" target="_blank">Datasheet</a> <span class="pipe">|</span> <a href="#specs" target="_modal">Specs</a></p> </div> </div> </div> </div> <div class="nv-rawhtml aem-GridColumn aem-GridColumn--default--6"> <div id="nv-rawhtml-524dea508b" class="general-container-text "> <div> <style> /* Text CTAs */ /*.nv-text #text-cta-row a { font-size: 18px; line-height: 1.25em; }*/ @media (min-width: 1024px) and (max-width: 1349px) { .nv-text #text-cta-row a { font-size: 1pc; } } @media (min-width: 640px) and (max-width: 1023px){ .nv-text #text-cta-row a { font-size: 14px; } } @media (max-width: 639px) { .nv-text #text-cta-row a { font-size: 14px; } } .nv-text #text-cta-row .pipe { margin: 0 10px; } #rtx-4000-signup .nv-teaser .nv-teaser--holder + .general-container-text .cmp-teaser__title { padding-top: 0px; } </style></div> </div> </div> </div> </div> </div> </div> </div> </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="rtx4500-subnav" 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="#highlights">Highlights</a> </li> <li data-in-page-nav-item-index="2"> <a href="#features">Features</a> </li> <li data-in-page-nav-item-index="3"> <a href="#workload">Workloads</a> </li> <li data-in-page-nav-item-index="4"> <a href="#performance">Performance</a> </li> <li data-in-page-nav-item-index="5"> <a href="#specifications">Specs</a> </li> <li data-in-page-nav-item-index="6"> <a href="#get-started">Get Started</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="#highlights">Highlights</a> </li> <li data-in-page-nav-item-index="2"> <a href="#features">Features</a> </li> <li data-in-page-nav-item-index="3"> <a href="#workload">Workloads</a> </li> <li data-in-page-nav-item-index="4"> <a href="#performance">Performance</a> </li> <li data-in-page-nav-item-index="5"> <a href="#specifications">Specs</a> </li> <li data-in-page-nav-item-index="6"> <a href="#get-started">Get Started</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="#highlights">Highlights</a> </li> <li data-in-page-nav-item-index="2"> <a href="#features">Features</a> </li> <li data-in-page-nav-item-index="3"> <a href="#workload">Workloads</a> </li> <li data-in-page-nav-item-index="4"> <a href="#performance">Performance</a> </li> <li data-in-page-nav-item-index="5"> <a href="#specifications">Specs</a> </li> <li data-in-page-nav-item-index="6"> <a href="#get-started">Get Started</a> </li> </ul> </div> <div class="ip-nav-cta-cont"> <div> <div><div class="nv_button nv-button button"> <div class="nv-button-standard button-left button-lap-left button-tab-left button-mob-left"> <a id="nv-button-0cc4c71679" class="btn-content btncta " data-title="Shop All" target="_blank" data-cmp-clickable="false " rel="noopener noreferrer" href="https://www.nvidia.com/en-sg/design-visualization/where-to-buy/"> <span class="btn-text">Find a Partner</span> </a> </div> </div> </div> </div> </div> </div> </div> </div> <div class="nv-container container responsivegrid aem-GridColumn aem-GridColumn--default--12"> <div id="introduction" class="p-t-60 p-b-60 lap-p-t-60 lap-p-b-60 tab-p-t-60 tab-p-b-60 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"> <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--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--7 aem-GridColumn--offset--phone--0 aem-GridColumn--offset--default--0"> <div id="container-de371ea845" class="p-t-0 p-b-0 lap-p-t-0 lap-p-b-0 tab-p-t-0 tab-p-b-0 mob-p-t-0 mob-p-b-0 d-top-align d-left-align l-left-align l-top-align t-left-align t-top-align m-top-align m-left-align d-content-align-top l-content-align-top t-content-align-top m-content-align-top " data-cmp-is="nv-container"> <div class="general-container"> <div class="aem-Grid aem-Grid--7 aem-Grid--tablet--12 aem-Grid--default--7 aem-Grid--phone--12 "> <div class="nv-title text h--medium 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--7 aem-GridColumn--offset--phone--0 aem-GridColumn--offset--default--0"> <div id="nv-title-675b824955" class="general-container-text "> <div class="text-left lap-text-left tab-text-center mob-text-center"> <h2 class="title "> Ignite Creative Innovation </h2> </div> </div> </div> <div class="nv-text text 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--7 aem-GridColumn--offset--phone--0 aem-GridColumn--offset--default--0"> <div id="nv-text-8d95a84bc7" class="general-container-text "> <div class="text-left lap-text-left tab-text-center mob-text-center"> <div class="description "> <p><span class="p--large">The NVIDIA RTX™ 4500 Ada Generation is designed for professionals to tackle demanding creative, design, engineering, and scientific work from the desktop. Combining the latest generation of RT Cores, Tensor Cores, and CUDA® cores, alongside a generous 24GB of graphics memory, RTX 4500 unleashes powerful performance and efficiency for seamless productivity.</span></p> </div> </div> </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--5 aem-GridColumn--offset--phone--0 aem-GridColumn--offset--default--0"> <div id="container-5bf6ad4b46" 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-center l-content-align-center t-content-align-center m-content-align-center " data-cmp-is="nv-container"> <div class="general-container nv-flexbox d-col-1 l-col-1 t-col-1 p-col-1 d-justify-center l-justify-center t-justify-center p-justify-center flex-align-stretch "> <div class="nv-teaser teaser nv-teaser--card nv-teaser--bg-white"> <div id="nv-teaser-939b58695c" class="cmp-teaser " data-title-style="manual"> <div class="nv-teaser--holder"> </div> <div class="general-container-text "> <div class="text-left lap-text-left tab-text-left mob-text-left"> <h3 class="cmp-teaser__title h--smaller" data-titlerow="One" data-titlerowlaptop="One" data-titlerowtablet="One"> NVIDIA Powers New Systems for Gen AI, Content Creation, Data Science </h3> <div class="cmp-teaser__description"> <p>New RTX 4500 Ada Generation strikes the perfect balance with performance, 24GB of memory, and features to run demanding professional workflows that drive the new age of gen AI and digitalization.</p> </div> <div class="cmp-teaser__action-container " data-ctaExpand="false"> <a class="cmp-teaser__action-link nv-teaser-text-link " href="https://resources.nvidia.com/en-us-design-viz-stories-ep/nvidia-global-workshteet?lx=CCKW39&contentType=news" target="_blank" id="teaser-939b58695c-cta-6d25e944d8" rel="noopener noreferrer">Read Press Release <span class="cmp-teaser__action-link-icon fa-solid fa-angle-right"></span> </a> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div class="nv-container container responsivegrid aem-GridColumn aem-GridColumn--default--12"> <div id="highlights" 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:#eeeeee;"> <div class="general-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="nv-title text h--smallest aem-GridColumn aem-GridColumn--default--12"> <div id="nv-title-3e09ef0d5e" class="general-container-text "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <h2 class="title "> Highlights </h2> </div> </div> </div> <div class="nv-title text h--medium aem-GridColumn aem-GridColumn--default--12"> <div id="nv-title-3c737f5059" class="general-container-text "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <h3 class="title "> Industry-Leading Performance </h3> </div> </div> </div> <div class="nv-container container responsivegrid aem-GridColumn aem-GridColumn--default--12"> <div id="container-bea395317d" class="p-t-30 p-b-30 lap-p-t-30 lap-p-b-30 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"> <div class="general-container nv-flexbox d-col-3 l-col-3 t-col-2 p-col-1 d-justify-center l-justify-center t-justify-center p-justify-center flex-align-stretch "> <div class="nv-container container responsivegrid"> <div id="container-c98bc5871f" class=" " data-cmp-is="nv-container"> <div class="general-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="nv-title text h--smaller aem-GridColumn aem-GridColumn--default--12"> <div id="nv-title-b78777177d" class="general-container-text "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <h4 class="title "> Single-Precision Performance </h4> </div> </div> </div> <div class="nv-separator separator aem-GridColumn aem-GridColumn--default--12"> <div id="nv-separator-f8b6df40b5" class="cmp-separator"> <style> @media screen and (min-width:1350px){ #nv-separator-f8b6df40b5{ height:30px; } } @media screen and (min-width:1024px) and (max-width:1349px){ #nv-separator-f8b6df40b5{ height:30px; } } </style> </div></div> <div class="nv-text text aem-GridColumn aem-GridColumn--default--12"> <div id="nv-text-7d9ab857fa" class="general-container-text "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <div class="description "> <p><span class="perfValue">39.6</span> <span style="color: rgb(26,26,26);">TFLOPS¹</span></p> </div> </div> </div> </div> </div> </div> </div> </div> <div class="nv-container container responsivegrid"> <div id="container-52a34ee7a2" 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--12 aem-Grid--default--12 "> <div class="nv-title text h--smaller aem-GridColumn aem-GridColumn--default--12"> <div id="nv-title-f83c3ffc4f" class="general-container-text "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <h4 class="title "> RT Core Performance </h4> </div> </div> </div> <div class="nv-separator separator aem-GridColumn aem-GridColumn--default--12"> <div id="nv-separator-a85ffecead" class="cmp-separator"> <style> @media screen and (min-width:1350px){ #nv-separator-a85ffecead{ height:30px; } } @media screen and (min-width:1024px) and (max-width:1349px){ #nv-separator-a85ffecead{ height:30px; } } </style> </div></div> <div class="nv-text text nv-no-top-padding aem-GridColumn aem-GridColumn--default--12"> <div id="nv-text-39ab88288e" class="general-container-text "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <div class="description "> <p><span class="perfValue">91.6</span> <span style="color: rgb(26,26,26);">TFLOPS¹</span></p> </div> </div> </div> </div> </div> </div> </div> </div> <div class="nv-container container responsivegrid"> <div id="container-0c05fd0c76" class="p-t-0 p-b-0 lap-p-t-0 lap-p-b-0 tab-p-t-30 tab-p-b-0 mob-p-t-30 mob-p-b-0 d-top-align d-left-align l-left-align l-top-align t-left-align t-top-align m-top-align m-left-align d-content-align-top l-content-align-top t-content-align-top m-content-align-top " data-cmp-is="nv-container" 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--smaller aem-GridColumn aem-GridColumn--default--12"> <div id="nv-title-72b8e99109" class="general-container-text "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <h4 class="title "> Tensor Performance </h4> </div> </div> </div> <div class="nv-separator separator aem-GridColumn aem-GridColumn--default--12"> <div id="nv-separator-7f5eef17d1" class="cmp-separator"> <style> @media screen and (min-width:1350px){ #nv-separator-7f5eef17d1{ height:30px; } } @media screen and (min-width:1024px) and (max-width:1349px){ #nv-separator-7f5eef17d1{ height:30px; } } </style> </div></div> <div class="nv-text text aem-GridColumn aem-GridColumn--default--12"> <div id="nv-text-ded25f4f18" class="general-container-text "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <div class="description "> <p><span class="perfValue">634.0</span> <span style="color: rgb(26,26,26);">TFLOPS¹</span></p> </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-3880fe8585" class="general-container-text "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <div class="description "> <p><span style="color: rgb(26,26,26);"><span class="p--small">1 Peak rates based on GPU Boost Clock.</span></span></p> </div> </div> </div> </div> <div class="nv-rawhtml aem-GridColumn aem-GridColumn--default--12"> <div id="nv-rawhtml-76fa763b0e" class="general-container-text "> <div> <style> #highlights .perfValue { font-size:80px; line-height:64px; } @media only screen and (max-width: 1023px) { #highlights .perfValue { font-size:40px; line-height:32px; } } </style></div> </div> </div> </div> </div> </div> </div> <div class="nv-container container responsivegrid aem-GridColumn aem-GridColumn--default--12"> <div id="features" class="p-t-75 p-b-75 lap-p-t-75 lap-p-b-75 tab-p-t-45 tab-p-b-45 mob-p-t-45 mob-p-b-45 d-top-align d-left-align l-left-align l-top-align t-left-align t-top-align m-top-align m-left-align d-content-align-top l-content-align-top t-content-align-top m-content-align-top " data-cmp-is="nv-container" data-cmp-breadcrumbColor="none"> <div class="general-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="nv-title text h--smallest aem-GridColumn aem-GridColumn--default--12"> <div id="nv-title-f2c57795ea" class="general-container-text "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <h2 class="title "> Features </h2> </div> </div> </div> <div class="nv-title text h--medium aem-GridColumn aem-GridColumn--default--12"> <div id="nv-title-2d36f45231" class="general-container-text "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <h3 class="title "> Powered by the NVIDIA Ada Lovelace Architecture </h3> </div> </div> </div> <div class="nv-rawhtml aem-GridColumn aem-GridColumn--default--12"> <div id="nv-rawhtml-ed884f45b8" class="general-container-text "> <div> <style> #teaser-img .nv-teaser .cmp-teaser__image img { width: 96px; margin: 0 auto; } </style></div> </div> </div> <div class="nv-container container responsivegrid aem-GridColumn aem-GridColumn--default--12"> <div id="teaser-img" class="p-t-15 p-b-0 lap-p-t-15 lap-p-b-0 tab-p-t-15 tab-p-b-0 mob-p-t-15 mob-p-b-0 d-top-align d-left-align l-left-align l-top-align t-left-align t-top-align m-top-align m-left-align d-content-align-top l-content-align-top t-content-align-top m-content-align-top " data-cmp-is="nv-container"> <div class="general-container nv-flexbox d-col-3 l-col-3 t-col-2 p-col-1 d-justify-center l-justify-center t-justify-center p-justify-center flex-align-stretch "> <div class="nv-teaser teaser"> <div id="nv-teaser-8bc10640e5" class="cmp-teaser " data-title-style="manual" data-rendition-thumbnail.1200.676="/content/dam/icons/m48-gpu-chip.svg/jcr:content/renditions/cq5dam.thumbnail.1200.676.png" data-rendition-thumbnail.48.48="/content/dam/icons/m48-gpu-chip.svg/jcr:content/renditions/cq5dam.thumbnail.48.48.png" data-rendition-thumbnail.600.338="/content/dam/icons/m48-gpu-chip.svg/jcr:content/renditions/cq5dam.thumbnail.600.338.png" data-rendition-thumbnail.140.100="/content/dam/icons/m48-gpu-chip.svg/jcr:content/renditions/cq5dam.thumbnail.140.100.png" data-rendition-thumbnail.300.169="/content/dam/icons/m48-gpu-chip.svg/jcr:content/renditions/cq5dam.thumbnail.300.169.png" data-rendition-original="/content/dam/icons/m48-gpu-chip.svg" data-rendition-web.1280.1280="/content/dam/icons/m48-gpu-chip.svg/jcr:content/renditions/cq5dam.web.1280.1280.jpeg" data-rendition-thumbnail.319.319="/content/dam/icons/m48-gpu-chip.svg/jcr:content/renditions/cq5dam.thumbnail.319.319.png"> <div class="nv-teaser--holder"> <div class="cmp-teaser__image" data-type="renditionUpload" data-alt="NVIDIA Ada Lovelace Architecture\u002DBased CUDA Cores" data-altValueFromDAM="false"> <div data-cmp-is="nv-image" data-cmp-lazy data-cmp-lazythreshold="300" data-cmp-src="/content/nvidiaGDC/sg/en_SG/design-visualization/rtx-4500/_jcr_content/root/responsivegrid/nv_container_1565518/nv_container/nv_teaser.coreimg{.width}.svg/1721252777461/m48-gpu-chip.svg" data-asset="/content/dam/icons/m48-gpu-chip.svg" data-title="NVIDIA Ada Lovelace Architecture-Based CUDA Cores" class="cmp-image " itemscope itemtype="http://schema.org/ImageObject" data-cmp-type="renditionUpload"> <noscript data-cmp-hook-image="noscript"> <img src="/content/nvidiaGDC/sg/en_SG/design-visualization/rtx-4500/_jcr_content/root/responsivegrid/nv_container_1565518/nv_container/nv_teaser.coreimg.svg/1721252777461/m48-gpu-chip.svg" class="cmp-image__image" itemprop="contentUrl" data-cmp-hook-image="image" alt="NVIDIA Ada Lovelace Architecture-Based CUDA Cores" title="NVIDIA Ada Lovelace Architecture-Based CUDA Cores" data-analytics="nv-image-8bc10640e5"/> </noscript> </div> </div> </div> <div class="general-container-text "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <h4 class="cmp-teaser__title h--smaller" data-titlerow="One" data-titlerowlaptop="One" data-titlerowtablet="One"> NVIDIA Ada Lovelace Architecture-Based CUDA Cores </h4> <div class="cmp-teaser__description"> <p>2X the speed of the previous generation for single-precision floating-point (FP32) operations provides significant performance improvements for graphics and simulation workflows on the desktop, such as complex 3D computer-aided design (CAD) and computer-aided engineering (CAE).</p> </div> </div> </div> </div> </div> <div class="nv-teaser teaser"> <div id="nv-teaser-9aac0bce30" class="cmp-teaser " data-title-style="manual" data-rendition-thumbnail.1200.676="/content/dam/icons/m48-render.svg/jcr:content/renditions/cq5dam.thumbnail.1200.676.png" data-rendition-thumbnail.48.48="/content/dam/icons/m48-render.svg/jcr:content/renditions/cq5dam.thumbnail.48.48.png" data-rendition-thumbnail.600.338="/content/dam/icons/m48-render.svg/jcr:content/renditions/cq5dam.thumbnail.600.338.png" data-rendition-thumbnail.140.100="/content/dam/icons/m48-render.svg/jcr:content/renditions/cq5dam.thumbnail.140.100.png" data-rendition-thumbnail.300.169="/content/dam/icons/m48-render.svg/jcr:content/renditions/cq5dam.thumbnail.300.169.png" data-rendition-original="/content/dam/icons/m48-render.svg" data-rendition-web.1280.1280="/content/dam/icons/m48-render.svg/jcr:content/renditions/cq5dam.web.1280.1280.jpeg" data-rendition-thumbnail.319.319="/content/dam/icons/m48-render.svg/jcr:content/renditions/cq5dam.thumbnail.319.319.png"> <div class="nv-teaser--holder"> <div class="cmp-teaser__image" data-type="renditionUpload" data-alt="NVIDIA Third\u002DGeneration RT Cores" data-altValueFromDAM="false"> <div data-cmp-is="nv-image" data-cmp-lazy data-cmp-lazythreshold="300" data-cmp-src="/content/nvidiaGDC/sg/en_SG/design-visualization/rtx-4500/_jcr_content/root/responsivegrid/nv_container_1565518/nv_container/nv_teaser_785216766.coreimg{.width}.svg/1691139175984/m48-render.svg" data-asset="/content/dam/icons/m48-render.svg" data-title="NVIDIA Third-Generation RT Cores" class="cmp-image " itemscope itemtype="http://schema.org/ImageObject" data-cmp-type="renditionUpload"> <noscript data-cmp-hook-image="noscript"> <img src="/content/nvidiaGDC/sg/en_SG/design-visualization/rtx-4500/_jcr_content/root/responsivegrid/nv_container_1565518/nv_container/nv_teaser_785216766.coreimg.svg/1691139175984/m48-render.svg" class="cmp-image__image" itemprop="contentUrl" data-cmp-hook-image="image" alt="NVIDIA Third-Generation RT Cores" title="NVIDIA Third-Generation RT Cores" data-analytics="nv-image-9aac0bce30"/> </noscript> </div> </div> </div> <div class="general-container-text "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <h4 class="cmp-teaser__title h--smaller" data-titlerow="One" data-titlerowlaptop="One" data-titlerowtablet="One"> Third-Generation RT Cores </h4> <div class="cmp-teaser__description"> <p>With up to 2X the throughput over the previous generation, third-generation RT Cores deliver massive speedups for workloads like photorealistic rendering of movie content, architectural design evaluations, and virtual prototyping of product designs. This technology also accelerates the rendering of ray-traced motion blur with greater visual accuracy.</p> </div> </div> </div> </div> </div> <div class="nv-teaser teaser"> <div id="nv-teaser-9b595885e8" class="cmp-teaser " data-title-style="manual" data-rendition-thumbnail.1200.676="/content/dam/icons/m48-digital-deep-learning-institute-talks-training.svg/jcr:content/renditions/cq5dam.thumbnail.1200.676.png" data-rendition-thumbnail.48.48="/content/dam/icons/m48-digital-deep-learning-institute-talks-training.svg/jcr:content/renditions/cq5dam.thumbnail.48.48.jpeg" data-rendition-thumbnail.600.338="/content/dam/icons/m48-digital-deep-learning-institute-talks-training.svg/jcr:content/renditions/cq5dam.thumbnail.600.338.png" data-rendition-thumbnail.140.100="/content/dam/icons/m48-digital-deep-learning-institute-talks-training.svg/jcr:content/renditions/cq5dam.thumbnail.140.100.png" data-rendition-thumbnail.300.169="/content/dam/icons/m48-digital-deep-learning-institute-talks-training.svg/jcr:content/renditions/cq5dam.thumbnail.300.169.png" data-rendition-original="/content/dam/icons/m48-digital-deep-learning-institute-talks-training.svg" data-rendition-web.1280.1280="/content/dam/icons/m48-digital-deep-learning-institute-talks-training.svg/jcr:content/renditions/cq5dam.web.1280.1280.jpeg" data-rendition-thumbnail.319.319="/content/dam/icons/m48-digital-deep-learning-institute-talks-training.svg/jcr:content/renditions/cq5dam.thumbnail.319.319.png"> <div class="nv-teaser--holder"> <div class="cmp-teaser__image" data-type="renditionUpload" data-alt="NVIDIA Fourth\u002DGeneration Tensor Cores" data-altValueFromDAM="false"> <div data-cmp-is="nv-image" data-cmp-lazy data-cmp-lazythreshold="300" data-cmp-src="/content/nvidiaGDC/sg/en_SG/design-visualization/rtx-4500/_jcr_content/root/responsivegrid/nv_container_1565518/nv_container/nv_teaser_1208631809.coreimg{.width}.svg/1721252778358/m48-digital-deep-learning-institute-talks-training.svg" data-asset="/content/dam/icons/m48-digital-deep-learning-institute-talks-training.svg" data-title="NVIDIA Fourth-Generation Tensor Cores" class="cmp-image " itemscope itemtype="http://schema.org/ImageObject" data-cmp-type="renditionUpload"> <noscript data-cmp-hook-image="noscript"> <img src="/content/nvidiaGDC/sg/en_SG/design-visualization/rtx-4500/_jcr_content/root/responsivegrid/nv_container_1565518/nv_container/nv_teaser_1208631809.coreimg.svg/1721252778358/m48-digital-deep-learning-institute-talks-training.svg" class="cmp-image__image" itemprop="contentUrl" data-cmp-hook-image="image" alt="NVIDIA Fourth-Generation Tensor Cores" title="NVIDIA Fourth-Generation Tensor Cores" data-analytics="nv-image-9b595885e8"/> </noscript> </div> </div> </div> <div class="general-container-text "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <h4 class="cmp-teaser__title h--smaller" data-titlerow="One" data-titlerowlaptop="One" data-titlerowtablet="One"> Fourth-Generation Tensor Cores </h4> <div class="cmp-teaser__description"> <p>Fourth-generation Tensor Cores deliver more than 3X the AI compute performance of the previous generation. These Tensor Cores support acceleration of the FP8 precision data type and provide independent floating-point and integer data paths to speed up execution of mixed floating-point and integer calculations.</p> </div> </div> </div> </div> </div> <div class="nv-teaser teaser"> <div id="nv-teaser-bf063cc962" class="cmp-teaser " data-title-style="manual" data-rendition-thumbnail.1200.676="/content/dam/icons/m48-ram-memory.svg/jcr:content/renditions/cq5dam.thumbnail.1200.676.png" data-rendition-thumbnail.48.48="/content/dam/icons/m48-ram-memory.svg/jcr:content/renditions/cq5dam.thumbnail.48.48.png" data-rendition-thumbnail.600.338="/content/dam/icons/m48-ram-memory.svg/jcr:content/renditions/cq5dam.thumbnail.600.338.png" data-rendition-thumbnail.140.100="/content/dam/icons/m48-ram-memory.svg/jcr:content/renditions/cq5dam.thumbnail.140.100.png" data-rendition-thumbnail.300.169="/content/dam/icons/m48-ram-memory.svg/jcr:content/renditions/cq5dam.thumbnail.300.169.png" data-rendition-original="/content/dam/icons/m48-ram-memory.svg" data-rendition-web.1280.1280="/content/dam/icons/m48-ram-memory.svg/jcr:content/renditions/cq5dam.web.1280.1280.jpeg" data-rendition-thumbnail.319.319="/content/dam/icons/m48-ram-memory.svg/jcr:content/renditions/cq5dam.thumbnail.319.319.png"> <div class="nv-teaser--holder"> <div class="cmp-teaser__image" data-type="renditionUpload" data-alt="24GB of GDDR6 memory" data-altValueFromDAM="false"> <div data-cmp-is="nv-image" data-cmp-lazy data-cmp-lazythreshold="300" data-cmp-src="/content/nvidiaGDC/sg/en_SG/design-visualization/rtx-4500/_jcr_content/root/responsivegrid/nv_container_1565518/nv_container/nv_teaser_166247200.coreimg{.width}.svg/1721252780151/m48-ram-memory.svg" data-asset="/content/dam/icons/m48-ram-memory.svg" data-title="24GB of GDDR6 memory" class="cmp-image " itemscope itemtype="http://schema.org/ImageObject" data-cmp-type="renditionUpload"> <noscript data-cmp-hook-image="noscript"> <img src="/content/nvidiaGDC/sg/en_SG/design-visualization/rtx-4500/_jcr_content/root/responsivegrid/nv_container_1565518/nv_container/nv_teaser_166247200.coreimg.svg/1721252780151/m48-ram-memory.svg" class="cmp-image__image" itemprop="contentUrl" data-cmp-hook-image="image" alt="24GB of GDDR6 memory" title="24GB of GDDR6 memory" data-analytics="nv-image-bf063cc962"/> </noscript> </div> </div> </div> <div class="general-container-text "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <h4 class="cmp-teaser__title h--smaller" data-titlerow="One" data-titlerowlaptop="One" data-titlerowtablet="One"> 24GB of GPU Memory </h4> <div class="cmp-teaser__description"> <p>With 24GB of GDDR6 memory, RTX 4500 gives data scientists, engineers, and creative professionals the large memory needed to work with large datasets and workloads like rendering, data science, and simulation.</p> </div> </div> </div> </div> </div> <div class="nv-teaser teaser"> <div id="nv-teaser-9b6e6ff3c4" class="cmp-teaser " data-title-style="manual" data-rendition-thumbnail.1200.676="/content/dam/icons/m48-gpu-encoding.svg/jcr:content/renditions/cq5dam.thumbnail.1200.676.png" data-rendition-thumbnail.48.48="/content/dam/icons/m48-gpu-encoding.svg/jcr:content/renditions/cq5dam.thumbnail.48.48.png" data-rendition-thumbnail.600.338="/content/dam/icons/m48-gpu-encoding.svg/jcr:content/renditions/cq5dam.thumbnail.600.338.png" data-rendition-thumbnail.140.100="/content/dam/icons/m48-gpu-encoding.svg/jcr:content/renditions/cq5dam.thumbnail.140.100.png" data-rendition-thumbnail.300.169="/content/dam/icons/m48-gpu-encoding.svg/jcr:content/renditions/cq5dam.thumbnail.300.169.png" data-rendition-original="/content/dam/icons/m48-gpu-encoding.svg" data-rendition-web.1280.1280="/content/dam/icons/m48-gpu-encoding.svg/jcr:content/renditions/cq5dam.web.1280.1280.jpeg" data-rendition-thumbnail.319.319="/content/dam/icons/m48-gpu-encoding.svg/jcr:content/renditions/cq5dam.thumbnail.319.319.png"> <div class="nv-teaser--holder"> <div class="cmp-teaser__image" data-type="renditionUpload" data-alt="AV1 Encoders" data-altValueFromDAM="false"> <div data-cmp-is="nv-image" data-cmp-lazy data-cmp-lazythreshold="300" data-cmp-src="/content/nvidiaGDC/sg/en_SG/design-visualization/rtx-4500/_jcr_content/root/responsivegrid/nv_container_1565518/nv_container/nv_teaser_1036101281.coreimg{.width}.svg/1721252780548/m48-gpu-encoding.svg" data-asset="/content/dam/icons/m48-gpu-encoding.svg" data-title="AV1 Encoders" class="cmp-image " itemscope itemtype="http://schema.org/ImageObject" data-cmp-type="renditionUpload"> <noscript data-cmp-hook-image="noscript"> <img src="/content/nvidiaGDC/sg/en_SG/design-visualization/rtx-4500/_jcr_content/root/responsivegrid/nv_container_1565518/nv_container/nv_teaser_1036101281.coreimg.svg/1721252780548/m48-gpu-encoding.svg" class="cmp-image__image" itemprop="contentUrl" data-cmp-hook-image="image" alt="AV1 Encoders" title="AV1 Encoders" data-analytics="nv-image-9b6e6ff3c4"/> </noscript> </div> </div> </div> <div class="general-container-text "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <h4 class="cmp-teaser__title h--smaller" data-titlerow="One" data-titlerowlaptop="One" data-titlerowtablet="One"> AV1 Encoders </h4> <div class="cmp-teaser__description"> <p>Eighth-generation dedicated hardware encoder (NVENC) with AV1 encoding unlocks new opportunities for streamers, broadcasters, and video conferencing. It’s 40% more efficient than H.264, allowing users streaming at 1080p to increase their resolution to 1440p while running at the same bit rate and quality.</p> </div> </div> </div> </div> </div> </div> </div> </div> <div class="nv-button button nv-button-text nv-button-caret 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-8490604b0b" class="btn-content btncta " target="_self" data-cmp-clickable="false " href="https://www.nvidia.com/en-sg/design-visualization/ada-lovelace-architecture/"> <span class="btn-text">Learn More About the NVIDIA Ada Lovelace GPU Architecture</span> </a> </div> </div> </div> </div> </div> </div> <div class="nv-container container responsivegrid aem-GridColumn aem-GridColumn--default--12"> <div id="workload" 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:#eeeeee;"> <div class="general-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="nv-title text h--smallest aem-GridColumn aem-GridColumn--default--12"> <div id="nv-title-39a5d7ff20" class="general-container-text "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <h2 class="title "> Workloads </h2> </div> </div> </div> <div class="nv-title text h--medium aem-GridColumn aem-GridColumn--default--12"> <div id="nv-title-d5a8461466" class="general-container-text "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <h3 class="title "> Unlock the Power of NVIDIA RTX for Your Workflows </h3> </div> </div> </div> <div class="nv-framegallery parbase aem-GridColumn aem-GridColumn--default--12"> <div class="nv-usecase-container "> <div class="nv-usecase--cards-container" data-numCards="4"> <div id="-" class="nv-usecase--card darktheme nv-container--card-dark items-4 nv-usecase--card-first" data-gradient-start="rgba(17,17,17,0.7)" data-gradient-end="rgba(17,17,17,0)" data-background-text-color="#FFFFFF" data-index="0" data-imgcredit-text-color="#CCCCCC"> <div class="nv-usecase--card-inner-container "> <h4 class="nv-usecase--card-titles h--small"> Generative AI </h4> <p class="nv-usecase--card-titles nv-usecase--card-subtitle"> </p> <div class="nv-usecase--card-expanded-content"> <div class="nv-usecase--body-text"> <div class="nv-usecase--body-text-wrapper"> <p>Be more productive and create more immersive experiences in any industry with <a href="https://www.nvidia.com/en-sg/ai-data-science/generative-ai/">generative AI</a>. RTX 4500 accelerates compute-intensive AI workloads, delivering up to 1.5X higher inference performance over the previous generation, for rapid generation of high-quality images, videos, and 3D assets.</p> </div> </div> </div> </div> <figure class="autofit"> <picture data-nv-lazyload data-srcset-mobile="/content/dam/en-zz/Solutions/design-visualization/rtx-4500/workload-fg-i2of4-p.jpg" data-srcset-tablet="/content/dam/en-zz/Solutions/design-visualization/rtx-4500/workload-fg-i2of4-t.jpg" data-srcset-laptop="/content/dam/en-zz/Solutions/design-visualization/rtx-4500/workload-fg-i2of4-l.jpg" data-srcset-desktop="/content/dam/en-zz/Solutions/design-visualization/rtx-4500/workload-fg-i2of4-d.jpg, /content/dam/en-zz/Solutions/design-visualization/rtx-4500/workload-fg-i2of4-d.jpg 2x"> <source data-source-mobile media="(max-width: 639px)"/> <source data-source-tablet media="(min-width:640px) and (max-width:1023px)"/> <source data-source-laptop media="(min-width:1024px) and (max-width:1349px)"/> <source data-source-desktop media="(min-width:1350px)"/> <img class="nv-usecase--card-img" alt="Generative AI" title="Generative AI" onload="window.initLazyLoadingImages(''.concat('-', ''));" src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAQAAAC1HAwCAAAAC0lEQVR42mNkYAAAAAYAAjCB0C8AAAAASUVORK5CYII="/> </picture> <figcaption class="nv-usecase--img-copyright"> </figcaption> </figure> <span class="nv-usecase--card-close-btn"> <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24"> <path d="M12,2A10,10,0,1,0,22,12,9.9909,9.9909,0,0,0,12,2Zm5,13.59L15.59,17,12,13.41,8.41,17,7,15.59,10.59,12,7,8.41,8.41,7,12,10.59,15.59,7,17,8.41,13.41,12Z"></path> <polygon class="nv-usecase--card-close-btn-cross" points="7 8.41 8.41 7 12 10.59 15.59 7 17 8.41 13.41 12 17 15.59 15.59 17 12 13.41 8.41 17 7 15.59 10.59 12 7 8.41"></polygon> </svg> </span> </div> <div id="-" class="nv-usecase--card darktheme nv-container--card-dark items-4 " data-gradient-start="rgba(17,17,17,0.7)" data-gradient-end="rgba(17,17,17,0)" data-background-text-color="#FFFFFF" data-index="1" data-imgcredit-text-color="#CCCCCC"> <div class="nv-usecase--card-inner-container "> <h4 class="nv-usecase--card-titles h--small"> 3D Modeling and Rendering </h4> <p class="nv-usecase--card-titles nv-usecase--card-subtitle"> </p> <div class="nv-usecase--card-expanded-content"> <div class="nv-usecase--body-text"> <div class="nv-usecase--body-text-wrapper"> <p>Unleash the true potential of creative workflows. With third-gen RT Cores and DLSS 3, RTX 4500 empowers artists and designers to work in real time, crafting photorealistic designs and simulations with complex geometry and high-resolution textures.<br /> </p> </div> </div> </div> </div> <figure class="autofit"> <picture data-nv-lazyload data-srcset-mobile="/content/dam/en-zz/Solutions/design-visualization/rtx-4500/workload-fg-i1of4-p.jpg" data-srcset-tablet="/content/dam/en-zz/Solutions/design-visualization/rtx-4500/workload-fg-i1of4-t.jpg" data-srcset-laptop="/content/dam/en-zz/Solutions/design-visualization/rtx-4500/workload-fg-i1of4-l.jpg" data-srcset-desktop="/content/dam/en-zz/Solutions/design-visualization/rtx-4500/workload-fg-i1of4-d.jpg, /content/dam/en-zz/Solutions/design-visualization/rtx-4500/workload-fg-i1of4-d.jpg 2x"> <source data-source-mobile media="(max-width: 639px)"/> <source data-source-tablet media="(min-width:640px) and (max-width:1023px)"/> <source data-source-laptop media="(min-width:1024px) and (max-width:1349px)"/> <source data-source-desktop media="(min-width:1350px)"/> <img class="nv-usecase--card-img" alt="3D Modeling and Rendering" title="3D Modeling and Rendering" onload="window.initLazyLoadingImages(''.concat('-', ''));" src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAQAAAC1HAwCAAAAC0lEQVR42mNkYAAAAAYAAjCB0C8AAAAASUVORK5CYII="/> </picture> <figcaption class="nv-usecase--img-copyright"> </figcaption> </figure> <span class="nv-usecase--card-close-btn"> <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24"> <path d="M12,2A10,10,0,1,0,22,12,9.9909,9.9909,0,0,0,12,2Zm5,13.59L15.59,17,12,13.41,8.41,17,7,15.59,10.59,12,7,8.41,8.41,7,12,10.59,15.59,7,17,8.41,13.41,12Z"></path> <polygon class="nv-usecase--card-close-btn-cross" points="7 8.41 8.41 7 12 10.59 15.59 7 17 8.41 13.41 12 17 15.59 15.59 17 12 13.41 8.41 17 7 15.59 10.59 12 7 8.41"></polygon> </svg> </span> </div> <div id="-" class="nv-usecase--card darktheme nv-container--card-dark items-4 " data-gradient-start="rgba(17,17,17,0.7)" data-gradient-end="rgba(17,17,17,0)" data-background-text-color="#FFFFFF" data-index="2" data-imgcredit-text-color="#CCCCCC"> <div class="nv-usecase--card-inner-container "> <h4 class="nv-usecase--card-titles h--small"> Video Content and Streaming </h4> <p class="nv-usecase--card-titles nv-usecase--card-subtitle"> </p> <div class="nv-usecase--card-expanded-content"> <div class="nv-usecase--body-text"> <div class="nv-usecase--body-text-wrapper"> <p>Experience a new era of AI-powered video content creation and streaming. With RTX 4500, harness the power of two encode and two decode engines combined with fourth-gen Tensor Cores to unlock limitless possibilities in AI video production and <a href="https://www.nvidia.com/en-sg/industries/media-and-entertainment/professional-broadcast/">broadcast</a>.</p> </div> </div> </div> </div> <figure class="autofit"> <picture data-nv-lazyload data-srcset-mobile="/content/dam/en-zz/Solutions/design-visualization/rtx-4500/workload-fg-i3of4-p.jpg" data-srcset-tablet="/content/dam/en-zz/Solutions/design-visualization/rtx-4500/workload-fg-i3of4-t.jpg" data-srcset-laptop="/content/dam/en-zz/Solutions/design-visualization/rtx-4500/workload-fg-i3of4-l.jpg" data-srcset-desktop="/content/dam/en-zz/Solutions/design-visualization/rtx-4500/workload-fg-i3of4-d.jpg, /content/dam/en-zz/Solutions/design-visualization/rtx-4500/workload-fg-i3of4-d.jpg 2x"> <source data-source-mobile media="(max-width: 639px)"/> <source data-source-tablet media="(min-width:640px) and (max-width:1023px)"/> <source data-source-laptop media="(min-width:1024px) and (max-width:1349px)"/> <source data-source-desktop media="(min-width:1350px)"/> <img class="nv-usecase--card-img" alt="Video Content and Streaming" title="Video Content and Streaming" onload="window.initLazyLoadingImages(''.concat('-', ''));" src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAQAAAC1HAwCAAAAC0lEQVR42mNkYAAAAAYAAjCB0C8AAAAASUVORK5CYII="/> </picture> <figcaption class="nv-usecase--img-copyright"> </figcaption> </figure> <span class="nv-usecase--card-close-btn"> <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24"> <path d="M12,2A10,10,0,1,0,22,12,9.9909,9.9909,0,0,0,12,2Zm5,13.59L15.59,17,12,13.41,8.41,17,7,15.59,10.59,12,7,8.41,8.41,7,12,10.59,15.59,7,17,8.41,13.41,12Z"></path> <polygon class="nv-usecase--card-close-btn-cross" points="7 8.41 8.41 7 12 10.59 15.59 7 17 8.41 13.41 12 17 15.59 15.59 17 12 13.41 8.41 17 7 15.59 10.59 12 7 8.41"></polygon> </svg> </span> </div> <div id="-" class="nv-usecase--card darktheme nv-container--card-dark items-4 " data-gradient-start="rgba(17,17,17,0.7)" data-gradient-end="rgba(17,17,17,0)" data-background-text-color="#FFFFFF" data-index="3" data-imgcredit-text-color="#CCCCCC"> <div class="nv-usecase--card-inner-container "> <h4 class="nv-usecase--card-titles h--small"> Data Visualization and Simulation </h4> <p class="nv-usecase--card-titles nv-usecase--card-subtitle"> </p> <div class="nv-usecase--card-expanded-content"> <div class="nv-usecase--body-text"> <div class="nv-usecase--body-text-wrapper"> <p>Accomplish compute-intensive data science tasks faster. RTX 4500 delivers 24GB of GPU memory, making it possible to interactively examine large datasets without reducing the size or fidelity of the files.</p> </div> </div> </div> </div> <figure class="autofit"> <picture data-nv-lazyload data-srcset-mobile="/content/dam/en-zz/Solutions/design-visualization/rtx-4500/workload-fg-i4of4-p.jpg" data-srcset-tablet="/content/dam/en-zz/Solutions/design-visualization/rtx-4500/workload-fg-i4of4-t.jpg" data-srcset-laptop="/content/dam/en-zz/Solutions/design-visualization/rtx-4500/workload-fg-i4of4-l.jpg" data-srcset-desktop="/content/dam/en-zz/Solutions/design-visualization/rtx-4500/workload-fg-i4of4-d.jpg, /content/dam/en-zz/Solutions/design-visualization/rtx-4500/workload-fg-i4of4-d.jpg 2x"> <source data-source-mobile media="(max-width: 639px)"/> <source data-source-tablet media="(min-width:640px) and (max-width:1023px)"/> <source data-source-laptop media="(min-width:1024px) and (max-width:1349px)"/> <source data-source-desktop media="(min-width:1350px)"/> <img class="nv-usecase--card-img" alt="Data Visualization and Simulation" title="Data Visualization and Simulation" onload="window.initLazyLoadingImages(''.concat('-', ''));" src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAQAAAC1HAwCAAAAC0lEQVR42mNkYAAAAAYAAjCB0C8AAAAASUVORK5CYII="/> </picture> <figcaption class="nv-usecase--img-copyright"> </figcaption> </figure> <span class="nv-usecase--card-close-btn"> <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24"> <path d="M12,2A10,10,0,1,0,22,12,9.9909,9.9909,0,0,0,12,2Zm5,13.59L15.59,17,12,13.41,8.41,17,7,15.59,10.59,12,7,8.41,8.41,7,12,10.59,15.59,7,17,8.41,13.41,12Z"></path> <polygon class="nv-usecase--card-close-btn-cross" points="7 8.41 8.41 7 12 10.59 15.59 7 17 8.41 13.41 12 17 15.59 15.59 17 12 13.41 8.41 17 7 15.59 10.59 12 7 8.41"></polygon> </svg> </span> </div> </div> </div> </div> </div> </div> </div> </div> <div class="nv-container container responsivegrid aem-GridColumn aem-GridColumn--default--12"> <div id="performance" class="p-t-75 p-b-75 lap-p-t-75 lap-p-b-75 tab-p-t-45 tab-p-b-45 mob-p-t-45 mob-p-b-45 d-top-align d-left-align l-left-align l-top-align t-left-align t-top-align m-top-align m-left-align d-content-align-top l-content-align-top t-content-align-top m-content-align-top " data-cmp-is="nv-container" data-cmp-breadcrumbColor="none"> <div class="general-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="nv-title text h--smallest aem-GridColumn aem-GridColumn--default--12"> <div id="nv-title-bcb3ab7dac" class="general-container-text "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <h2 class="title "> Performance </h2> </div> </div> </div> <div class="nv-title text h--medium aem-GridColumn aem-GridColumn--default--12"> <div id="nv-title-17f028d2d4" class="general-container-text "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <h3 class="title "> Performance for Endless Possibilities </h3> </div> </div> </div> <div class="nv-text text aem-GridColumn--default--none aem-GridColumn aem-GridColumn--default--10 aem-GridColumn--offset--default--1"> <div id="nv-text-ae81379b4e" 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">From ray tracing to physics simulation to neural graphics and generative AI, RTX 4500 is built to handle the demanding workloads of today’s industries. Delivering up to 2.7X higher performance than the previous generation, RTX 4500 helps you take your work to new heights.</span></p> </div> </div> </div> </div> <div class="nv-container container responsivegrid aem-GridColumn aem-GridColumn--default--12"> <div id="container-fb9ed2706a" class="p-t-0 p-b-0 lap-p-t-0 lap-p-b-0 tab-p-t-0 tab-p-b-0 mob-p-t-0 mob-p-b-0 d-top-align d-left-align l-left-align l-top-align t-left-align t-top-align m-top-align m-left-align d-content-align-top l-content-align-top t-content-align-top m-content-align-top " data-cmp-is="nv-container"> <div class="general-container nv-flexbox d-col-3 l-col-3 t-col-1 p-col-1 d-justify-left l-justify-left t-justify-left p-justify-left flex-align-stretch "> <div class="nv-container container responsivegrid"> <div id="container-d203fc77cd" class="p-t-30 p-b-30 lap-p-t-30 lap-p-b-30 tab-p-t-15 tab-p-b-15 mob-p-t-15 mob-p-b-15 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--smallest aem-GridColumn aem-GridColumn--default--12"> <div id="nv-title-22dbf8596c" class="general-container-text "> <div class="text-left lap-text-left tab-text-left mob-text-left"> <h4 class="title "> Graphics </h4> </div> </div> </div> <div class="nv-container container responsivegrid p-l-15 p-r-15 aem-GridColumn aem-GridColumn--default--12"> <div id="container-a718645515" class=" " data-cmp-is="nv-container"> <div class="general-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="nv-rawhtml aem-GridColumn aem-GridColumn--default--12"> <div id="raw1" class="general-container-text "> <div> <style> /* Necessary for applying color to Y-axis labels and tickmark labels */ svg text { fill: inherit; } .y-axis-label { font-family: "NVIDIA", Helvetica, Arial, Sans-Serif; font-size: 14px; fill: #1a1a1a; font-weight: 500; } .y .tick text.two-lines { font-size: 12px; } .y .tick text.title-subtitle tspan:last-of-type { font-size: 10px; } .dark .y-axis-label { fill: #eeeeee; } .tick-label { font-family: "NVIDIA", Helvetica, Arial, Sans-Serif; font-size: 11px; fill: #1a1a1a; font-weight: 500; } .dark .tick-label { fill: #eeeeee; } .axis-label { font-family: "NVIDIA", Helvetica, Arial, Sans-Serif; font-size: 11px; text-anchor: middle; fill: #1a1a1a; font-weight: 500; } .dark .axis-label { fill: #eeeeee; } .axis-label tspan { text-anchor: middle; } .bar-label { font-family: "NVIDIA", Helvetica, Arial, Sans-Serif; text-anchor: end; fill: #ffffff; font-size: 11px; font-weight: 500; } .dark .bar-label { fill: #000000; } .outer-bar-label { fill: #1a1a1a; font-family: "NVIDIA", Helvetica, Arial, Sans-Serif; font-size: 11px; font-weight: 500; } .dark .outer-bar-label { fill: #ffffff; } .dark .chart-footnote { color:#666666; } .axis path { fill: #999999; stroke: #999999; stroke-width: 1px; shape-rendering: crispEdges; } .dark .axis path { fill: #666666; stroke: #666666; } .axis line { fill: none; stroke: #dddddd; stroke-width: 1px; shape-rendering: crispEdges; } .dark .axis line { stroke: #222222; } .milestone { stroke-width: 1; stroke-dasharray: 3, 3; stroke-dashoffset: 0; } .legend { float: right; margin-right: 20px; text-align: right; } .legend-entry { display: inline-block; margin-right: 0; margin-bottom: 10px; } .legend-square { width: 10px; margin-top: 2px; height: 10px; float: left; margin-right: 5px; margin-left: 20px; } .milestone-square svg { display: block; transform: translateY(50%); } .legend-text { float: left; margin-right: 0; font-size: 11px; font-family: "NVIDIA", Helvetica, Arial, Sans-Serif; font-weight: 500; color: #1a1a1a; } .dark .legend-text { color: #eee; } /* Bar colors */ .green100 { fill: #76b900; background-color: #76b900; } .dark .green100 { fill: #76b900; background-color: #76b900; } .green80 { fill: #91c733; background-color: #91c733; } .dark .green80 { fill: #5e9400; background-color: #5e9400; } .green60 { fill: #add566; background-color: #add566; } .dark .green60 { fill: #476f00; background-color: #476f00; } .green40 { fill: #c8e399; background-color: #c8e399; } .dark .green40 { fill: #3b5d00; background-color: #3b5d00; } .competitor-blue { fill: #7aaad5; background-color: #7aaad5; } .dark .competitor-blue { fill: #004476; background-color: #004476; } .competitor-blue-milestone { stroke: #7aaad5; } .dark .competitor-blue-milestone { stroke: #004476; } @media only screen and (max-width: 650px) { /* Hiding ticks so they don't run into eachother */ .mobile-hide { visibility: hidden; } } </style> <script src="https://d3js.org/d3.v4.min.js"></script> <script> /** * Wrap the text element into lines that fit within the given width. */ function wrap(text, width, lineHeight) { text.each(function() { var self = d3.select(this); var words = self.text().split(/\s+/).reverse(); var word; var line = []; var x = self.attr("x"); var tspan = self.text(null).append("tspan").attr("x", x).attr("dy", lineHeight + "em"); while (word = words.pop()) { line.push(word); tspan.text(line.join(" ")); if (tspan.node().getComputedTextLength() > width) { line.pop(); tspan.text(line.join(" ")); line = [word]; tspan = text.append("tspan").attr("x", x).attr("dy", lineHeight + "em").text(word); } } }); } /** * Animate in the chart -- first axes, then bars, then inner/outer bar labels. * * @param chart - A javascript object with attributes "svg", "x", and "data". * "svg" should be a d3 selection of the chart svg * "x" should be the scale function for the x axis * "data" for the bar data if bar labels are present * @param barAnimationDuration - The duration in ms of bar animations. * @param animationDelay - The delay in ms to offset bar animations. */ function animate(chart, barAnimationDuration, animationDelay) { var bars = chart.svg.selectAll(".bar"); var barLabels = chart.svg.selectAll(".bar-label, .outer-bar-label"); bars.attr("width", 0); if(barLabels) { barLabels.style("opacity", 0); } // Fade in chart chart.svg.selectAll("g") .style("opacity", 0) .transition() .duration(1000) .style("opacity", 1); // Animate in bars bars.transition() .duration(barAnimationDuration) .delay(function (d, i) { return 1000 + animationDelay * i; }) .attr("width", function(d) { return chart.x(d.value); }); // Fade in intra-bar labels if (barLabels) { barLabels.transition() .duration(1000) .delay(function (d, i) { return 1000 + animationDelay * chart.data.length; }) .style("opacity", 1); } } function drawYAxis(g, y, tickPadding, lineHeight, yAxisLabelClass) { g.append("g") .attr("class", "y axis y-axis-label") .call(d3.axisLeft(y).tickSize(0).tickPadding(tickPadding)); var yAxisLabels = g.selectAll(".y .tick text"); if (yAxisLabelClass) { yAxisLabels.attr("class", yAxisLabelClass); } yAxisLabels.each(function(t) { var lines = t.split("\n"); if (lines.length == 2) { var x = -tickPadding; var offset = "-.4em"; if (yAxisLabelClass == "title-subtitle") { offset = "-.2em"; } var self = d3.select(this); self.text(null); self.append("tspan") .attr("x", x) .attr("dy", offset) .text(lines[0]); self.append("tspan") .attr("x", x) .attr("dy", lineHeight + "em") .text(lines[1]); } }); } /** * Add a legend of squares and labels to the provided d3 selected div. * * @param legend - A d3 selection of the div to add the legend to. * @param data - One row per legend entry, each with values * "label" and "class". * @param milestone - Optional, an object with a "color" value for a * milestone line in the chart, will be added as the last legend entry. */ function addLegend(legend, data, milestone, greenScale, numGreens) { // Copy data before modifying data = data.slice(); if (milestone) { data.push({"label": milestone.label, "class": "milestone-square"}); } var keys = data.map(function(l) { return l.label; }); var color = d3.scaleOrdinal() .range(data.map(function(l) { return l.class; })) .domain(keys); // Add a div for each legend entry var legendEntry = legend.selectAll("div") .data(data) .enter() .append("div").attr("class", "legend-entry"); // Add the square for each legend entry legendEntry.append("div") .attr("class", function(l) { return "legend-square " + color(l.label); }) .style("background-color", function(l, i) { if (color(l.label) == "green") { return greenScale(i / numGreens); } }); // Add the text for each legend entry legendEntry.append("div") .attr("class", "legend-text") .html(function(d) { return d.label; }); if (milestone) { var milestoneSquare = legend.select(".milestone-square") var boundingRect = milestoneSquare.node().getBoundingClientRect(); var svg = milestoneSquare.append("svg"); svg.attr("width", boundingRect.width); svg.attr("height", boundingRect.height); svg.append("g") .append("line") .attr("class", "milestone " + milestone.class) .attr("x1", 0) .attr("x2", boundingRect.width) .attr("y1", 1) .attr("y2", 1); } } /** * Add a simple horizontal bar chart to the provided svg element. * * @param svg - A d3 selection of the svg to add the chart to. * @param data - One row per horizontal bar, each with attributes * "label", "value", and "class". * E.g. For a two-bar chart comparing Quadro P5000 to CPU: * [ * {"label": "Quadro P5000", "value": 7.3, "class": "green"}, * {"label": "CPU", "value": 1, "class": "blue"} * ] * @param ticks - The ticks to show on the x-axis, each with attributes * "tickLabel", "value", and "class". * E.g. For 3 ticks, with the middle tick hidden for mobile: * [ * {"tickLabel": "0", "value": 0, "class": ""}, * {"tickLabel": "1X", "value": 1, "class": "mobile-hide"}, * {"tickLabel": "2X", "value": 2, "class": ""} * ] * @param xAxisLabel - The label to show under the x axis. * @param yAxisLabelClass - Passing an option to this parameter turns on * special styling for the y-axis, which is useful when the labels * for the bars in the y-axis spill over to two lines. Labels will * be split into lines on "\n", extra padding will be added between * bars, and font will be smaller to accommodate the extra line. * Supported options: * "" - For default styling, leaving labels as single lines. * "two-lines" - Both lines will be slightly smaller in font than default. * "title-subtitle" - Second line will be smaller than first line. * @param isDark - true to enable styling for dark background, otherwise false. */ function createHorizontalBarChart(chartContainer, data, ticks, xAxisLabel, yAxisLabelClass, isDark) { var barAnimationDuration = 1000; var animationDelay = 200; var chart = drawHorizontalBarChart(chartContainer, data, ticks, xAxisLabel, yAxisLabelClass, isDark); // If the chart should be immediately visible, begin animation. var rendered = false; if (chartContainer.node().getBoundingClientRect().top - window.innerHeight <= 0) { rendered = true; animate(chart, barAnimationDuration, animationDelay); } // Begin animation the first time the chart scrolls into view. window.addEventListener("scroll", function() { if (!rendered && chartContainer.node().getBoundingClientRect().top - window.innerHeight <= 0) { rendered = true; animate(chart, barAnimationDuration, animationDelay); } }); // Redraw whenever the browser window is resized. var width = window.innerWidth; window.addEventListener("resize", function() { if (window.innerWidth != width) { chartContainer.selectAll("*").remove(); drawHorizontalBarChart(chartContainer, data, ticks, xAxisLabel, yAxisLabelClass, isDark); width = window.innerWidth; } }); } function drawHorizontalBarChart(chartContainer, data, ticks, xAxisLabel, yAxisLabelClass, isDark) { // Right margin leaves room for last tick label var margin = {top: 0, right: 20, bottom: 0, left: 0}; var barHeight = 20; var barPadding = 5; if (yAxisLabelClass == "two-lines" || yAxisLabelClass == "title-subtitle") { barPadding = 10; } var tickPadding = 12; var lineHeight = 1.1; // ems var svg = chartContainer.append("svg"); // The graph's width is set to fit within its parent container. var svgWidth = svg.node().parentNode.getBoundingClientRect().width; svg.attr("width", svgWidth); if (isDark) { svg.attr("class", yAxisLabelClass + " dark"); } else { svg.attr("class", yAxisLabelClass); } // The graph's height is a function of the number of bars. var height = (barHeight * data.length + barPadding * (data.length + 1)); var g = svg.append("g").attr("class", "graph"); var y = d3.scaleBand().range([0, height]); y.domain(data.map(function(d) { return d.axisLabel; })) .padding(0.2); // Draw the y axis to know how much space to leave for it, // then immediately delete it. Redrawing it last ensures // the correct ordering of layers for display. drawYAxis(g, y, tickPadding, lineHeight, yAxisLabelClass); var yAxisWidth = svg.select(".y").node().getBoundingClientRect().width; svg.select("g.y.axis").remove(); var width = svgWidth - margin.left - yAxisWidth - margin.right; g.attr("transform", "translate(" + (yAxisWidth + margin.left) + "," + margin.top + ")"); var x = d3.scaleLinear().range([0, width]); x.domain([d3.min(ticks, function(d) { return d.value; }), d3.max(ticks, function(d) { return d.value; })]); var xAxis = d3.axisBottom(x) .tickValues(ticks.map(function(tick) { return tick.value; })) .tickFormat(function(d, i) { return ticks[i].tickLabel; }) .tickSizeInner([-height]) .tickSizeOuter(0) .tickPadding(tickPadding); g.append("g") .attr("class", "x axis tick-label") .attr("transform", "translate(0," + height + ")") .call(xAxis); svg.selectAll(".x .tick").each(function(t, i) { d3.select(this).attr("class", ticks[i].class); }); var greenBegin = "#76b900"; var greenEnd = "#c8e399"; if (isDark) { greenEnd = "#3b5d00"; } var greenScale = d3.interpolateLab(greenBegin, greenEnd); var numGreens = 0; for (var i = 0; i < data.length; i++) { if (data[i].class == "green") { numGreens++; } } var bars = g.selectAll(".bar") .data(data).enter().append("g") .attr("transform", function(d, i) { return "translate(0," + y(d.axisLabel) + ")"; }); bars.append("rect") .attr("class", function(d) { return "bar " + d.class; }) .attr("fill", function(d, i) { if (d.class == "green") { return greenScale(i/numGreens); } }) .attr("x", 0) .attr("height", barHeight) .attr("width", function(d) { return x(d.value); }); // Add labels on bars var barLabels = bars.append("text") .attr("class", "bar-label") .attr("x", function(d) { return x(d.value) - 6; }) .attr("y", barHeight / 2) .attr("dy", ".35em") .text(function(d) { return d.barLabel; }); barLabels.each(function(d, i) { if (this.getBoundingClientRect().width + 12 > bars.nodes()[i].getBoundingClientRect().width) { var labelWidth = this.getBoundingClientRect().width; var bar = d3.select(this.parentNode).select(".bar"); var barWidth = bar.node().getBoundingClientRect().width; if (labelWidth + 13 > width - barWidth) { this.remove(); } else { d3.select(this) .attr("transform", "translate(" + 12 + ",0)") .attr("class","outer-bar-label") .style("text-anchor", "start"); } } }); var xAxisHeight = svg.select(".x.axis.tick-label").node().getBoundingClientRect().height; // Add a label to the x axis. if (xAxisLabel) { g.append("text") .attr("x", width / 2) .attr("y", xAxisHeight + 5) .attr("class", "axis-label") .attr("alignment-baseline", "hanging") .text(xAxisLabel) .call(wrap, width, lineHeight); } drawYAxis(g, y, tickPadding, lineHeight, yAxisLabelClass); var svgHeight = margin.top + margin.bottom + svg.select(".graph").node().getBoundingClientRect().height; svg.attr("height", svgHeight); return { svg: svg, data: data, x: x, }; } /** * Add a grouped horizontal bar chart to the provided svg element. * * @param svg - A d3 selection of the svg to add the chart to. * @param legend - A d3 selection of the div to add the legend to. * @param barData - One row per horizontal bar, each with attributes * "label", "values". * @param legendData - One row per horizontal bar, each with attributes * "label" and "class". * E.g. For a two-bar chart comparing Quadro P5000 to CPU: * [ * {"label": "Quadro P5000", "class": "green"}, * {"label": "CPU", "class": "green"} * ] * @param ticks - The ticks to show on the x-axis, each with attributes * "tickLabel", "value", and "class". * E.g. For 3 ticks, with the middle tick hidden for mobile: * [ * {"tickLabel": "0", "value": 0, "class": ""}, * {"tickLabel": "1X", "value": 1, "class": "mobile-hide"}, * {"tickLabel": "2X", "value": 2, "class": ""} * ] * @param milestone - Optional, an object with a "color" and "value" * for a milestone line in the chart. Set null for no milestone. * @param xAxisLabel - The label to show under the x axis. * @param isDark - true to enable styling for dark background, otherwise false. */ function createGroupedHorizontalBarChart(chartContainer, barData, legendData, ticks, milestone, xAxisLabel, isDark) { var barAnimationDuration = 800; var animationDelay = 30; var chart = drawHorizontalGroupedBarChart(chartContainer, barData, legendData, ticks, milestone, xAxisLabel, isDark); // If the chart should be immediately visible, begin animation. var rendered = false; if (chartContainer.node().getBoundingClientRect().top - window.innerHeight <= 0) { rendered = true; animate(chart, barAnimationDuration, animationDelay); } // Begin animation the first time the chart scrolls into view. window.addEventListener("scroll", function() { if (!rendered && chartContainer.node().getBoundingClientRect().top - window.innerHeight <= 0) { rendered = true; animate(chart, barAnimationDuration, animationDelay); } }); // Redraw whenever the browser window is resized. var width = window.innerWidth; window.addEventListener("resize", function() { if (window.innerWidth != width) { chartContainer.selectAll("*").remove(); drawHorizontalGroupedBarChart(chartContainer, barData, legendData, ticks, milestone, xAxisLabel, isDark); width = window.innerWidth; } }); } function drawHorizontalGroupedBarChart(chartContainer, barData, legendData, ticks, milestone, xAxisLabel, isDark) { // Right margin leaves room for last tick label var margin = {top: 0, right: 20, bottom: 0, left: 0}; var barHeight = 10; var barPadding = 2; var groupPadding = 10; var tickPadding = 12; var lineHeight = 1.1; var keys = legendData.map(function(l) { return l.label; }); var legend = chartContainer.append("div"); var svg = chartContainer.append("svg"); var greenBegin = "#76b900"; var greenEnd = "#c8e399"; if (isDark) { greenEnd = "#3b5d00"; } var greenScale = d3.interpolateLab(greenBegin, greenEnd); var numGreens = 0; for (var i in legendData) { if (legendData[i].class == "green") { numGreens++; } } // The graph's width is set to fit within its parent container. var svgWidth = svg.node().parentNode.getBoundingClientRect().width; svg.attr("width", svgWidth); if (isDark) { svg.attr("class", "dark"); legend.attr("class", "legend dark"); } else { legend.attr("class", "legend"); } // The graph's height is a function of the number of bars. var height = (barHeight * legendData.length * barData.length + groupPadding * (barData.length + 1) + barPadding * (legendData.length - 1) * barData.length); var g = svg.append("g").attr("class", "graph"); // Map groups to graph height var y0 = d3.scaleBand().range([0, height]).padding(0.1); y0.domain(barData.map(function(d) { return d.label; })); // Map bars to group height var y1 = d3.scaleBand().padding(0.2); y1.domain(keys).range([0, y0.bandwidth()]); // Draw the y axis to know how much space to leave for it, // then immediately delete it. Redrawing it last ensures // the correct ordering of layers for display. drawYAxis(g, y0, tickPadding, lineHeight, null); var yAxisWidth = svg.select(".y").node().getBoundingClientRect().width; svg.select("g.y.axis").remove(); var width = svgWidth - margin.left - yAxisWidth - margin.right; g.attr("transform", "translate(" + (yAxisWidth + margin.left) + "," + margin.top + ")"); var x = d3.scaleLinear().range([0, width]); x.domain([0, d3.max(ticks, function(d) { return d.value; })]); var xAxis = d3.axisBottom(x) .tickValues(ticks.map(function(tick) { return tick.value; })) .tickFormat(function(d, i) { return ticks[i].tickLabel; }) .tickSizeInner([-height]) .tickSizeOuter(0) .tickPadding(tickPadding); g.append("g") .attr("class", "x axis tick-label") .attr("transform", "translate(0," + height + ")") .call(xAxis); var z = d3.scaleOrdinal() .range(legendData.map(function(l) { return l.class; })) .domain(keys); // Add a label to the x axis. var xAxisHeight = svg.select(".x.axis.tick-label").node().getBoundingClientRect().height; // Add a label to the x axis. if (xAxisLabel) { g.append("text") .attr("x", width / 2) .attr("y", xAxisHeight + 5) .attr("class", "axis-label") .attr("alignment-baseline", "hanging") .text(xAxisLabel) .call(wrap, width, lineHeight); } g.append("g") .selectAll("g") .data(barData) .enter().append("g") .attr("transform", function(d) { return "translate(0," + y0(d.label) + ")"; }) .selectAll("rect") .data(function(d) { return keys.map(function(key, i) { return {key: key, value: d.values[i]}; }); }) .enter().append("rect") .attr("class", function(d) { return z(d.key) + " bar"; }) .attr("y", function(d, i) { return y1(d.key) }) .attr("x", function(d) { return 0; }) .attr("height", barHeight) .attr("width", function(d, i) { return x(d.value); }) .attr("fill", function(d, i) { if (z(d.key) == "green") { return greenScale(i / numGreens); } }) .attr("width", function(d) { return x(d.value); }); // Add milestone line if (milestone) { // It appears D3 adds .5 to ticks to get crispEdges for Safari // (see https://github.com/d3/d3-axis/issues/8) var milestoneX = x(milestone.value) + .5; g.append("line") .attr("class", "milestone " + milestone.class) .attr("x1", milestoneX) .attr("x2", milestoneX) .attr("y1", 0) .attr("y2", height); } addLegend(legend, legendData, milestone, greenScale, numGreens); drawYAxis(g, y0, tickPadding, lineHeight, null); var svgHeight = margin.top + margin.bottom + svg.select(".graph").node().getBoundingClientRect().height; svg.attr("height", svgHeight); return { svg: svg, x: x, }; } </script><div id="graphics-performance-chart"></div> <script> var chart = d3.select("#graphics-performance-chart"); var data = [ {"axisLabel": "RTX 4500 Ada Generation", "value": 1.7, "class": "green"}, {"axisLabel": "RTX A4500", "value": 1, "class": "green"} ]; var ticks = [ {"value": 0, "tickLabel": "0", "class": ""}, {"value": 0.5, "tickLabel": "0.5", "class": ""}, {"value": 1.0, "tickLabel": "1.0", "class": ""}, {"value": 1.5, "tickLabel": "1.5", "class": ""}, {"value": 2.0, "tickLabel": "2.0", "class": ""}, ] var xAxisLabel = ""; // "y-two-lines" is 12px for each line, "second-line-smaller" is 14px first line then 10px second line, "" is for single line y-axis labels // use \n for line break in axisLabel var yAxisLabelClass = "title-subtitle"; var isDark = false; createHorizontalBarChart(chart, data, ticks, xAxisLabel, yAxisLabelClass, isDark); </script></div> </div> </div> </div> </div> </div> </div> <div class="nv-text text aem-GridColumn aem-GridColumn--default--12"> <div id="nv-text-48494af732" class="general-container-text "> <div class="text-left lap-text-left tab-text-left mob-text-left"> <div class="description "> <p><span style="color: rgb(26,26,26);"><span class="p--small">Performance based on SPECviewperf 2020 for energy viewset at 4K resolution.</span></span></p> </div> </div> </div> </div> </div> </div> </div> </div> <div class="nv-container container responsivegrid"> <div id="container-630ff5c853" class="p-t-30 p-b-30 lap-p-t-30 lap-p-b-30 tab-p-t-15 tab-p-b-15 mob-p-t-15 mob-p-b-15 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--smallest aem-GridColumn aem-GridColumn--default--12"> <div id="nv-title-2823a941fa" class="general-container-text "> <div class="text-left lap-text-left tab-text-left mob-text-left"> <h4 class="title "> Rendering </h4> </div> </div> </div> <div class="nv-container container responsivegrid p-l-15 p-r-15 aem-GridColumn aem-GridColumn--default--12"> <div id="container-b41adf1061" class=" " data-cmp-is="nv-container"> <div class="general-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="nv-rawhtml aem-GridColumn aem-GridColumn--default--12"> <div id="raw2" class="general-container-text "> <div> <div id="rendering-performance-chart"></div> <script> var chart = d3.select("#rendering-performance-chart"); var data = [ {"axisLabel": "RTX 4500 Ada Generation", "value": 1.5, "class": "green"}, {"axisLabel": "RTX A4500", "value": 1, "class": "green"} ]; var ticks = [ {"value": 0, "tickLabel": "0", "class": ""}, {"value": 0.5, "tickLabel": "0.5", "class": ""}, {"value": 1.0, "tickLabel": "1.0", "class": ""}, {"value": 1.5, "tickLabel": "1.5", "class": ""}, ] var xAxisLabel = ""; // "y-two-lines" is 12px for each line, "second-line-smaller" is 14px first line then 10px second line, "" is for single line y-axis labels // use \n for line break in axisLabel var yAxisLabelClass = "title-subtitle"; var isDark = false; createHorizontalBarChart(chart, data, ticks, xAxisLabel, yAxisLabelClass, isDark); </script></div> </div> </div> </div> </div> </div> </div> <div class="nv-text text aem-GridColumn aem-GridColumn--default--12"> <div id="nv-text-fe76359253" class="general-container-text "> <div class="text-left lap-text-left tab-text-left mob-text-left"> <div class="description "> <p><span style="color: rgb(26,26,26);"><span class="p--small">Performance based on Arnold v6.0.2 with the Sol scene at 1080p resolution.</span></span></p> </div> </div> </div> </div> </div> </div> </div> </div> <div class="nv-container container responsivegrid"> <div id="container-4d7c96fa8d" class="p-t-30 p-b-30 lap-p-t-30 lap-p-b-30 tab-p-t-15 tab-p-b-15 mob-p-t-15 mob-p-b-15 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--smallest aem-GridColumn aem-GridColumn--default--12"> <div id="nv-title-691bf58b5e" class="general-container-text "> <div class="text-left lap-text-left tab-text-left mob-text-left"> <h4 class="title "> Inference </h4> </div> </div> </div> <div class="nv-container container responsivegrid p-l-15 p-r-15 aem-GridColumn aem-GridColumn--default--12"> <div id="container-77af7fef0b" class=" " data-cmp-is="nv-container"> <div class="general-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="nv-rawhtml aem-GridColumn aem-GridColumn--default--12"> <div id="raw3" class="general-container-text "> <div> <div id="inference-performance-chart"></div> <script> var chart = d3.select("#inference-performance-chart"); var data = [ {"axisLabel": "RTX 4500 Ada Generation", "value": 1.8, "class": "green"}, {"axisLabel": "RTX A4500", "value": 1, "class": "green"} ]; var ticks = [ {"value": 0, "tickLabel": "0", "class": ""}, {"value": 0.5, "tickLabel": "0.5", "class": ""}, {"value": 1.0, "tickLabel": "1.0", "class": ""}, {"value": 1.5, "tickLabel": "1.5", "class": ""}, {"value": 2.0, "tickLabel": "2.0", "class": ""}, ] var xAxisLabel = ""; // "y-two-lines" is 12px for each line, "second-line-smaller" is 14px first line then 10px second line, "" is for single line y-axis labels // use \n for line break in axisLabel var yAxisLabelClass = "title-subtitle"; var isDark = false; createHorizontalBarChart(chart, data, ticks, xAxisLabel, yAxisLabelClass, isDark); </script></div> </div> </div> </div> </div> </div> </div> <div class="nv-text text aem-GridColumn aem-GridColumn--default--12"> <div id="nv-text-79a6e49b80" class="general-container-text "> <div class="text-left lap-text-left tab-text-left mob-text-left"> <div class="description "> <p><span style="color: rgb(26,26,26);"><span class="p--small">TensorRT, ResNet-50 V1.5 Inference, mixed precision.</span></span></p> </div> </div> </div> </div> </div> </div> </div> </div> <div class="nv-container container responsivegrid"> <div id="container-925406ab30" class="p-t-30 p-b-30 lap-p-t-30 lap-p-b-30 tab-p-t-15 tab-p-b-15 mob-p-t-15 mob-p-b-15 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--smallest aem-GridColumn aem-GridColumn--default--12"> <div id="nv-title-47c71f0ff0" class="general-container-text "> <div class="text-left lap-text-left tab-text-left mob-text-left"> <h4 class="title "> CAD </h4> </div> </div> </div> <div class="nv-container container responsivegrid p-l-15 p-r-15 aem-GridColumn aem-GridColumn--default--12"> <div id="container-38b4f4666a" class=" " data-cmp-is="nv-container"> <div class="general-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="nv-rawhtml aem-GridColumn aem-GridColumn--default--12"> <div id="raw4" class="general-container-text "> <div> <div id="cad-performance-chart"></div> <script> var chart = d3.select("#cad-performance-chart"); var data = [ {"axisLabel": "RTX 4500 Ada Generation", "value": 1.6, "class": "green"}, {"axisLabel": "RTX A4500", "value": 1, "class": "green"} ]; var ticks = [ {"value": 0, "tickLabel": "0", "class": ""}, {"value": 0.5, "tickLabel": "0.5", "class": ""}, {"value": 1.0, "tickLabel": "1.0", "class": ""}, {"value": 1.5, "tickLabel": "1.5", "class": ""}, {"value": 2.0, "tickLabel": "2.0", "class": ""}, ] var xAxisLabel = ""; // "y-two-lines" is 12px for each line, "second-line-smaller" is 14px first line then 10px second line, "" is for single line y-axis labels // use \n for line break in axisLabel var yAxisLabelClass = "title-subtitle"; var isDark = false; createHorizontalBarChart(chart, data, ticks, xAxisLabel, yAxisLabelClass, isDark); </script></div> </div> </div> </div> </div> </div> </div> <div class="nv-text text aem-GridColumn aem-GridColumn--default--12"> <div id="nv-text-1bf0954655" class="general-container-text "> <div class="text-left lap-text-left tab-text-left mob-text-left"> <div class="description "> <p><span style="color: rgb(26,26,26);"><span class="p--small">Performance based on SPECviewperf 2020 for Siemens NX viewset at 4K resolution.</span></span></p> </div> </div> </div> </div> </div> </div> </div> </div> <div class="nv-container container responsivegrid"> <div id="container-00a270cbea" class="p-t-30 p-b-30 lap-p-t-30 lap-p-b-30 tab-p-t-15 tab-p-b-15 mob-p-t-15 mob-p-b-15 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--smallest aem-GridColumn aem-GridColumn--default--12"> <div id="nv-title-17f730e9f5" class="general-container-text "> <div class="text-left lap-text-left tab-text-left mob-text-left"> <h4 class="title "> Omniverse </h4> </div> </div> </div> <div class="nv-container container responsivegrid p-l-15 p-r-15 aem-GridColumn aem-GridColumn--default--12"> <div id="container-c205eea775" class=" " data-cmp-is="nv-container"> <div class="general-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="nv-rawhtml aem-GridColumn aem-GridColumn--default--12"> <div id="raw4" class="general-container-text "> <div> <div id="omni-performance-chart"></div> <script> var chart = d3.select("#omni-performance-chart"); var data = [ {"axisLabel": "RTX 4500 Ada Generation", "value": 2.7, "class": "green"}, {"axisLabel": "RTX A4500", "value": 1, "class": "green"} ]; var ticks = [ {"value": 0, "tickLabel": "0", "class": ""}, {"value": 0.5, "tickLabel": "0.5", "class": ""}, {"value": 1.0, "tickLabel": "1.0", "class": ""}, {"value": 1.5, "tickLabel": "1.5", "class": ""}, {"value": 2, "tickLabel": "2", "class": ""}, {"value": 2.5, "tickLabel": "2.5", "class": ""}, {"value": 3, "tickLabel": "3", "class": ""}, ] var xAxisLabel = ""; // "y-two-lines" is 12px for each line, "second-line-smaller" is 14px first line then 10px second line, "" is for single line y-axis labels // use \n for line break in axisLabel var yAxisLabelClass = "title-subtitle"; var isDark = false; createHorizontalBarChart(chart, data, ticks, xAxisLabel, yAxisLabelClass, isDark); </script></div> </div> </div> </div> </div> </div> </div> <div class="nv-text text aem-GridColumn aem-GridColumn--default--12"> <div id="nv-text-d1f761b306" class="general-container-text "> <div class="text-left lap-text-left tab-text-left mob-text-left"> <div class="description "> <p><span style="color: rgb(26,26,26);"><span class="p--small">Real-time rendering performance for NVIDIA Omniverse at 4K resolution with NVIDIA Deep Learning Super Sampling (DLSS) 3.</span></span></p> </div> </div> </div> </div> </div> </div> </div> </div> <div class="nv-container container responsivegrid"> <div id="container-948f713d24" class="p-t-30 p-b-30 lap-p-t-30 lap-p-b-30 tab-p-t-15 tab-p-b-15 mob-p-t-15 mob-p-b-15 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--smallest aem-GridColumn aem-GridColumn--default--12"> <div id="nv-title-6907bcfffb" class="general-container-text "> <div class="text-left lap-text-left tab-text-left mob-text-left"> <h4 class="title "> Generative AI </h4> </div> </div> </div> <div class="nv-container container responsivegrid p-l-15 p-r-15 aem-GridColumn aem-GridColumn--default--12"> <div id="container-1c728855c0" class=" " data-cmp-is="nv-container"> <div class="general-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="nv-rawhtml aem-GridColumn aem-GridColumn--default--12"> <div id="raw4" class="general-container-text "> <div> <div id="genai-performance-chart"></div> <script> var chart = d3.select("#genai-performance-chart"); var data = [ {"axisLabel": "RTX 4500 Ada Generation", "value": 1.4, "class": "green"}, {"axisLabel": "RTX A4500", "value": 1, "class": "green"} ]; var ticks = [ {"value": 0, "tickLabel": "0", "class": ""}, {"value": 0.5, "tickLabel": "0.5", "class": ""}, {"value": 1.0, "tickLabel": "1.0", "class": ""}, {"value": 1.5, "tickLabel": "1.5", "class": ""}, ] var xAxisLabel = ""; // "y-two-lines" is 12px for each line, "second-line-smaller" is 14px first line then 10px second line, "" is for single line y-axis labels // use \n for line break in axisLabel var yAxisLabelClass = "title-subtitle"; var isDark = false; createHorizontalBarChart(chart, data, ticks, xAxisLabel, yAxisLabelClass, isDark); </script></div> </div> </div> </div> </div> </div> </div> <div class="nv-text text aem-GridColumn aem-GridColumn--default--12"> <div id="nv-text-45c47e8f0e" class="general-container-text "> <div class="text-left lap-text-left tab-text-left mob-text-left"> <div class="description "> <p><span style="color: rgb(26,26,26);"><span class="p--small">Image generation tested at 512x512 using Stable Diffusion webUI v1.3.1.</span></span></p> </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-26db01ee1c" class="general-container-text "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <div class="description "> <p><span style="color: rgb(26,26,26);"><span class="p--small">Performance testing with RTX A4500 and RTX 4500 Ada Generation and Intel Core i9-12900K. Performance of RTX 4500 based on pre-release hardware, subject to change.</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="specifications" class="p-t-75 p-b-60 lap-p-t-75 lap-p-b-60 tab-p-t-45 tab-p-b-30 mob-p-t-45 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:#eeeeee;"> <div class="general-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--tablet--12 aem-Grid--default--12 aem-Grid--phone--12 aem-Grid--laptop--12 "> <div class="nv-title text h--smallest aem-GridColumn aem-GridColumn--default--12"> <div id="nv-title-a95083bb30" 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-title text h--medium aem-GridColumn aem-GridColumn--default--12"> <div id="nv-title-d4c90cb5b3" class="general-container-text "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <h3 class="title "> NVIDIA RTX 4500 </h3> </div> </div> </div> <div class="nv-separator separator aem-GridColumn aem-GridColumn--default--12"> <div id="nv-separator-98b52d3131" class="cmp-separator"> <style> </style> </div></div> <div class="nv-rawhtml aem-GridColumn--default--none aem-GridColumn--laptop--none aem-GridColumn--offset--laptop--1 aem-GridColumn--offset--default--2 aem-GridColumn--offset--phone--0 aem-GridColumn--tablet--12 aem-GridColumn--offset--tablet--0 aem-GridColumn--phone--none aem-GridColumn--phone--12 aem-GridColumn--tablet--none aem-GridColumn aem-GridColumn--default--8 aem-GridColumn--laptop--10"> <div id="nv-rawhtml-3f8895a86e" class="general-container-text "> <div> <style> #rtx4000-Specifications { /*background: #1a1a1a;*/ } .spec-table-rtx4000 table { padding: 0 30px 0 30px; color: #000; width: 100%; /*background: #1a1a1a;*/ /*margin-bottom: 30px;*/ } .spec-table-rtx4000 th, .spec-table-rtx4000 td { padding: 15px; } .spec-table-rtx4000 td { border-bottom: 1px solid #CCCCCC; /*text-align: center;*/ line-height: 1.25em; font-size: 14px; min-width: 158px; } .spec-table-rtx4000 td:first-child { text-align: left; border-bottom: 1px solid #CCCCCC; font-weight: bold; padding-left: 0; } .spec-table-rtx4000 th:first-child { border-bottom: 1px solid #CCCCCC; position: sticky; left: 0; } .spec-table-rtx4000 th:nth-child(2) { text-align: left; padding: 0; left: 130px; position: sticky; top: 0;/*background: #1a1a1a;*/ } .spec-table-rtx4000 th { /*text-align: center;*/ color: #ffffff; font-size: 16px; line-height: 18px; font-weight: normal; border-bottom: 1px solid #CCCCCC; padding-top: 20px; font-weight: bold; } /*#technologiesChart.spec-table-rtx4000 th { color: #ffffff; }*/ .spec-table-rtx4000 table tbody tr:first-child td { padding-top: 30px; } .spec-table-rtx4000 tr:last-child td { border-bottom: none; } .legal.color-lightuigraphics { color: #999; } .spec-table-rtx4000 td:nth-child(2) { padding-left: 0; text-align: left; } .spec-table-rtx4000 .tr_blank { height: 25px; } .spec-table-rtx4000 .tr_blank td { padding: 0; border: none; } .spec-table-rtx4000 .no-border td { border: none; } /*.expand-btn { display: block; text-align: center; margin: 20px 0; } .expand-btn .btn { cursor: pointer; }*/ #rtx4000-Specifications.spec-table-rtx4000 { position: relative; overflow-y: hidden; } .spec-table-rtx4000-legal { padding: 0 30px; } @media screen and (max-width: 1024px) and (min-width: 768px) { .scrolling { overflow-x: scroll; } .spec-table-rtx4000 td:first-child { text-align: left; left: 0px; position: sticky; top: 0;/*background: #1a1a1a;*/ } .spec-table-rtx4000 td { min-width: 160px; } .spec-table-rtx4000 td:nth-child(2) { text-align: left; left: 160px; position: sticky; top: 0; } } @media screen and (max-width: 767px) { #rtx4000-Specifications.spec-table-rtx4000 { /* max-height: 355px;*/ } .scrolling { overflow-x: scroll; } .spec-table-rtx4000 th:first-child { position: sticky; left: 0;/*background: #1a1a1a;*/ } .spec-table-rtx4000 td:first-child { text-align: left; left: 0; position: sticky;/*background: #1a1a1a;*/ } .spec-table-rtx4000 td:nth-child(2) { text-align: left; left: 115px; position: sticky; top: 0;/*background: #1a1a1a;*/ } .spec-table-rtx4000 td { min-width: 115px; } .spec-table-rtx4000 th:nth-child(2) { left: 115px; } .spec-table-rtx4000 th br { display: none; } } </style><div id="#rtx4000-Specifications" class="spec-table-rtx4000 scrolling"> <table cellspacing="0" cellpadding="0"> <tbody> <tr> <td>GPU Memory</td> <td>24GB GDDR6 with error-correction code (ECC)</td> </tr> <tr> <td>Display Ports</td> <td>4x DisplayPort 1.4a</td> </tr> <tr> <td>Max Power Consumption</td> <td>210W</td> </tr> <tr> <td>Graphics Bus</td> <td>PCIe Gen4 x 16</td> </tr> <tr> <td>Form Factor</td> <td>4.4” H x 10.5” L, dual slot</td> </tr> <tr> <td>Thermal</td> <td>Active</td> </tr> <tr> <td>VR Ready</td> <td>Yes</td> </tr> </tbody> </table> </div></div> </div> </div> <div class="nv-button button nv-button-text nv-button-caret 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-2632e04d7d" class="btn-content btncta " target="_blank" data-cmp-clickable="false " rel="noopener noreferrer" href="https://resources.nvidia.com/en-us-design-viz-stories-ep/print-nvidia-rtx-450?lx=CCKW39&contentType=data-sheet"> <span class="btn-text"><span class="far fa-file-pdf fa-fw"></span>View NVIDIA RTX 4500 Datasheet</span> </a> </div> </div> </div> </div> </div> </div> <div class="nv-container container responsivegrid aem-GridColumn aem-GridColumn--default--12"> <div id="get-started" class="p-t-75 p-b-75 lap-p-t-75 lap-p-b-75 tab-p-t-45 tab-p-b-45 mob-p-t-45 mob-p-b-45 d-top-align d-left-align l-left-align l-top-align t-left-align t-top-align m-top-align m-left-align d-content-align-top l-content-align-top t-content-align-top m-content-align-top " data-cmp-is="nv-container" data-cmp-breadcrumbColor="none"> <div class="general-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="nv-title text h--medium aem-GridColumn aem-GridColumn--default--12"> <div id="nv-title-4f91d2aa85" class="general-container-text "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <h2 class="title "> Get Started </h2> </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="container-1987ea867b" class="p-t-30 p-b-0 lap-p-t-30 lap-p-b-0 tab-p-t-30 tab-p-b-0 mob-p-t-30 mob-p-b-0 d-top-align d-left-align l-left-align l-top-align t-left-align t-top-align m-top-align m-left-align d-content-align-top l-content-align-top t-content-align-top m-content-align-top " data-cmp-is="nv-container" 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-teaser teaser 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="nv-teaser-be5c948f03" class="cmp-teaser " data-title-style="manual"> <div class="nv-teaser--holder"> </div> <div class="general-container-text "> <div class="text-left lap-text-left tab-text-left mob-text-left"> <h3 class="cmp-teaser__title h--small" data-titlerow="One" data-titlerowlaptop="One" data-titlerowtablet="One"> Ready to Purchase? </h3> <div class="cmp-teaser__description"> <p>Talk with an NVIDIA design and visualization partner.</p> </div> <div class="cmp-teaser__action-container " data-ctaExpand="false"> <a class="cmp-teaser__action-link nv-teaser-button " href="https://www.nvidia.com/en-sg/design-visualization/where-to-buy/" target="_self" id="teaser-be5c948f03-cta-a9957fdcb0">Find a Partner </a> </div> </div> </div> </div> </div> <div class="nv-teaser teaser 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--tablet--6 aem-GridColumn--offset--phone--0 aem-GridColumn--default--3 aem-GridColumn--offset--default--0"> <div id="nv-teaser-11f9a83801" class="cmp-teaser " data-title-style="manual"> <div class="nv-teaser--holder"> </div> <div class="general-container-text "> <div class="text-left lap-text-left tab-text-left mob-text-left"> <h4 class="cmp-teaser__title h--smaller" data-titlerow="One" data-titlerowlaptop="One" data-titlerowtablet="One"> Need Help Selecting the Right Product or Partner? </h4> <div class="cmp-teaser__description"> <p>Talk to an NVIDIA product specialist about your professional needs.</p> </div> <div class="cmp-teaser__action-container " data-ctaExpand="false"> <a class="cmp-teaser__action-link nv-teaser-text-link " href="https://www.nvidia.com/en-sg/contact/sales/" target="_self" id="teaser-11f9a83801-cta-ef6fe7097a">Contact Us <span class="cmp-teaser__action-link-icon fa-solid fa-angle-right"></span> </a> </div> </div> </div> </div> </div> <div class="nv-teaser teaser 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--tablet--6 aem-GridColumn--offset--phone--0 aem-GridColumn--default--3 aem-GridColumn--offset--default--0"> <div id="nv-teaser-3fe1630d49" class="cmp-teaser " data-title-style="manual"> <div class="nv-teaser--holder"> </div> <div class="general-container-text "> <div class="text-left lap-text-left tab-text-left mob-text-left"> <h4 class="cmp-teaser__title h--smaller" data-titlerow="One" data-titlerowlaptop="One" data-titlerowtablet="One"> Get the Latest on NVIDIA RTX </h4> <div class="cmp-teaser__description"> <p>Sign up for the latest news, updates, and more from NVIDIA.</p> </div> <div class="cmp-teaser__action-container " data-ctaExpand="false"> <a class="cmp-teaser__action-link nv-teaser-text-link " href="https://www.nvidia.com/en-sg/preferences/email-signup/" target="_self" id="teaser-3fe1630d49-cta-f440fab3e3">Subscribe <span class="cmp-teaser__action-link-icon fa-solid fa-angle-right"></span> </a> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div class="nv-modalcontainer aem-GridColumn aem-GridColumn--default--12"> <div data-cmp-is="nv-modal" class="cmp-modal " id="specs"> <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-title text h--medium aem-GridColumn aem-GridColumn--default--12"> <div id="nv-title-0e60386d29" class="general-container-text "> <div class="text-left lap-text-left tab-text-left mob-text-left"> <h2 class="title "> NVIDIA RTX 4500 Quick Specs </h2> </div> </div> </div> <div class="nv-rawhtml aem-GridColumn aem-GridColumn--default--12"> <div id="nv-rawhtml-73fd433f3e" class="general-container-text "> <div> <style> .modal-p table { padding: 0 0 0 15px; } .modal-p .spec-table-rtx4000-legal { padding: 0 15px; } </style><div id="#rtx4000-Specifications-1" class="spec-table-rtx4000 modal-p scrolling"> <table cellspacing="0" cellpadding="0"> <tbody> <tr> <td>GPU Memory</td> <td>24GB GDDR6 with error-correction code (ECC)</td> </tr> <tr> <td>Display Ports</td> <td>4x DisplayPort 1.4a</td> </tr> <tr> <td>Max Power Consumption</td> <td>210W</td> </tr> <tr> <td>Form Factor</td> <td>4.4” H x 10.5” L, dual slot</td> </tr> <tr> <td>Thermal</td> <td>Active</td> </tr> </tbody> </table> </div></div> </div> </div> <div class="nv-button button nv-button-text nv-button-caret aem-GridColumn aem-GridColumn--default--12"> <div class="nv-button-standard button-left button-lap-left button-tab-left button-mob-left"> <a id="nv-button-11277d85eb" class="btn-content btncta " target="_blank" data-cmp-clickable="false " rel="noopener noreferrer" href="https://resources.nvidia.com/en-us-design-viz-stories-ep/print-nvidia-rtx-450?lx=CCKW39&contentType=data-sheet"> <span class="btn-text"><span class="far fa-file-pdf fa-fw"></span>View NVIDIA RTX 4500 Datasheet</span> </a> </div> </div> </div> </div> </div> </div> </div> </div> <div class="ghost aem-GridColumn aem-GridColumn--default--12"> </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://www.nvidia.com/en-sg/design-visualization/rtx/" target="_self">Overview</a> </li> <li> <a href="https://www.nvidia.com/en-sg/design-visualization/quadro-desktop-gpus/" target="_self">Desktop Workstations</a> </li> <li> <a href="https://www.nvidia.com/en-sg/design-visualization/rtx-professional-laptops/" target="_self">Professional Laptops</a> </li> <li> <a href="https://www.nvidia.com/en-sg/design-visualization/egx-graphics/" target="_self">Cloud & Data Center</a> </li> <li> <a href="https://www.nvidia.com/en-sg/design-visualization/virtual-workstation/" target="_self">Virtual Workspaces</a> </li> <li> <a href="https://www.nvidia.com/en-sg/design-visualization/quadro-specialty-solutions/" target="_self">Specialty Solutions</a> </li> <li> <a href="https://www.nvidia.com/en-sg/design-visualization/resources/rtx-embedded/" target="_self">Embedded</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-sg/design-visualization/product-literature/" target="_self">NVIDIA Professional Visualization Product Literature</a> </li> <li> <a href="https://www.nvidia.com/en-sg/data-center/virtualization/resources/" target="_self">Virtual GPU Product Literature</a> </li> <li> <a href="https://www.nvidia.com/en-sg/design-visualization/industries/customer-stories/" target="_self">Customer Success Stories</a> </li> <li> <a href="https://www.nvidia.com/en-us/about-nvidia/webinar-portal/" target="_self">On-Demand Webinars</a> </li> <li> <a href="https://blogs.nvidia.com/blog/category/pro-graphics/" target="_self">Blogs</a> </li> <li> <a href="http://blog.irayrender.com/" target="_blank">Iray Dev Blog</a> </li> </ul> </div> <div class="page-footer-link-set set-4"> <div class="page-footer-link-set__title"> Community</div> <ul class="page-footer-link-set__links"> <li> <a href="https://www.nvidia.com/en-us/data-center/vgpu-advisory-council/" target="_self">NVIDIA vGPU Community Advisors</a> </li> <li> <a href="https://forums.developer.nvidia.com/c/nvidia-virtual-gpu-forums/328" target="_blank">Virtual GPU Forum</a> </li> <li> <a href="https://devtalk.nvidia.com/%20" target="_blank">Developer Forum</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-sg/about-nvidia/" target="_self">About NVIDIA</a> </li> <li> <a href="https://www.nvidia.com/en-us/about-nvidia/careers/" target="_self">Careers</a> </li> <li> <a href="https://www.nvidia.com/en-us/foundation/" target="_self">NVIDIA Foundation</a> </li> <li> <a href="https://investor.nvidia.com/" target="_blank">Investors</a> </li> <li> <a href="https://www.nvidia.com/en-us/research/" target="_self">NVIDIA Research</a> </li> <li> <a href="https://www.nvidia.com/en-us/csr/" target="_self">Social Responsibility</a> </li> <li> <a href="https://www.nvidia.com/en-sg/technologies/" target="_self">Technologies</a> </li> </ul> </div> </div>   <div class="page-footer__subscribe"> </div>   <div class="page-footer__social"> <div class="page-footer__social__label">Follow NVIDIA</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.instagram.com/nvidiaomniverse/" class="page-footer__social__link" target="_blank"> <i class="fa-brands fa-instagram" title="Instagram"></i> </a> <a href="https://www.linkedin.com/showcase/nvidia-omniverse/" class="page-footer__social__link" target="_blank"> <i class="fa-brands fa-linkedin-in" title="LinkedIn"></i> </a> <a href="https://twitter.com/nvidiaomniverse" 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="https://www.youtube.com/channel/UCSKUoczbGAcMld7HjpCR8OA" 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"> Singapore </span> </a> </div> <ul class="global-footer__links"> <li> <a href="https://www.nvidia.com/en-sg/about-nvidia/privacy-policy/" target="_blank">Privacy Policy</a> </li> <li> <a href="https://www.nvidia.com/en-sg/privacy-center/" target="_blank">Manage My Privacy</a> </li> <li> <a href="https://www.nvidia.com/en-sg/preferences/email-preferences/" target="_blank">Do Not Sell or Share My Data</a> </li> <li> <a href="https://www.nvidia.com/en-sg/legal-info/" target="_blank">Legal</a> </li> <li> <a href="https://www.nvidia.com/en-sg/about-nvidia/accessibility/" target="_blank">Accessibility</a> </li> <li> <a href="https://www.nvidia.com/en-sg/about-nvidia/company-policies/" target="_self">Corporate Policies</a> </li> <li> <a href="https://www.nvidia.com/en-us/security/" target="_blank">Product Security</a> </li> <li> <a href="https://www.nvidia.com/en-sg/contact/" target="_blank">Contact</a> </li> </ul> <div class="global-footer__copyright">Copyright © 2024 NVIDIA Corporation</div> </div> </div>    <script type="text/javascript"> (function() { "use strict"; const observer = new MutationObserver(function (mutations, mutationInstance) { const otPreferencePanel = document.getElementById('onetrust-pc-sdk'); if(otPreferencePanel) { const otBanner = document.getElementById('onetrust-banner-sdk'); if (otBanner && navigator.globalPrivacyControl) { setNvDone(); } mutationInstance.disconnect(); } }); observer.observe(document, { childList: true, subtree: true }); const setNvDone = function () { // Hide elements by their IDs var acceptbtn = document.getElementById('onetrust-accept-btn-handler'); var rejectbtn = document.getElementById('onetrust-reject-all-handler'); if(acceptbtn){ acceptbtn.style.display = 'none'; } if(rejectbtn){ rejectbtn.style.display = 'none'; } const doneButton = document.createElement('button'); doneButton.id = 'nv-done-btn-handler'; doneButton.textContent = 'Done'; document.getElementById('onetrust-button-group').appendChild(doneButton); // Add click event listener to the new button doneButton.addEventListener('click', function () { OneTrust.Close(); }); }; })(); </script>  </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

RTX 4500 Ada Generation Graphics Card | NVIDIA