NVIDIA GeForce RTX AI PCs | Powering Advanced AI

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(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>NVIDIA GeForce RTX AI PCs | Powering Advanced AI</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" 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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/in-vehicle-computing/" 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/in-vehicle-computing/" 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 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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 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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 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} } @media screen and (min-width: 1025px) { /*(#performance .legal.description { position: absolute; top: 220px; }*/ #desktop-workstations-chart, #mobile-workstations-chart, #virtual-workstations-chart { min-height: 140px; } } .light-gray { fill: #999999; background-color: #999999; } .mid-gray { fill: #999999; background-color: #999999; } .dark-gray { fill: #666666; background-color: #666666; } .barText { font-family: NVIDIA; font-size: 11px; font-weight: 600; fill: #fff; } .legend-entry:last-child { display: none; } </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) { console.log("drawHorizontalBarChart") // Right margin leaves room for last tick label var margin = {top: 0, right: 20, bottom: 20, left: 0}; var barHeight = 27; // default was 20 var barPadding = 16; // default was 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) { console.log(ticks[i],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 = 21; var barPadding = 12; 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); } var element = g.append("g") .selectAll("g") .data(barData) .enter().append("g") .attr("transform", function(d) { return "translate(0," + y0(d.label) + ")"; }) var rect = element.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); }) var texts = element.selectAll(".label") .data(function(d) { return keys.map(function(key, i) { return {key: key, value: d.values[i], text: d.bartext[i]}; }); }) .enter() .append("text") .attr("text-anchor", "end") .attr("class","barText") .attr("x", function(d, i) { return x(d.value) - 5 }) .attr("y", function(d, i) { return y1(d.key) + 12}) .attr('dy', '0.25em') .text(function(d, i) { return d.text; }) // 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="bar-chart-content-creation"></div> <script> var chart = d3.select("#bar-chart-content-creation"); var legendData = [ {"label": "GeForce RTX 4090", "class": "green100"}, {"label": "Apple M2 Ultra", "class": "dark-gray"}, //{"label": "DLSS Off", "class": "dark-gray"}, //{"label": "RTX 3080 Ti", "class": "mid-gray"}, ]; var ticks = [ {"value": 0, "tickLabel": "", "class": ""}, {"value": 1, "tickLabel": "2X", "class": ""}, {"value": 2, "tickLabel": "4X", "class": "mobile-hide"}, {"value": 3, "tickLabel": "6X", "class": ""}, {"value": 4, "tickLabel": "8X", "class": ""}, ]; var barData = [ {"label": "AI image generation", "values": [4.00, 0.50], "bartext" : ['8X']}, {"label": "3D rendering", "values": [1.85, 0.50], "bartext" : ['3.8X']}, {"label": "Photo editing", "values": [1.40, 0.50], "bartext" : ['2.6X']}, {"label": "Video editing", "values": [1.20, 0.50], "bartext" : ['2.3X']}, ]; var xAxisLabel = "Relative Performance"; var yAxisLabelClass = ""; var isDark= true; createGroupedHorizontalBarChart(chart, barData, legendData, ticks, xAxisLabel, yAxisLabelClass, isDark); </script> </div> </div> </div> <div class="nv-rawhtml aem-GridColumn aem-GridColumn--default--12"> <div id="nv-rawhtml-42b6cff990" class="general-container-text "> <div> <style> .cmp-tabs .nv-tabs__tab--active h3 { font-weight: 700 !important; } </style></div> </div> </div> <div class="nv-text text aem-GridColumn aem-GridColumn--default--12"> <div id="nv-text-6243b94550" class="general-container-text "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <div class="description "> <p><strong>Relative Performance (min)</strong></p> </div> </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--8 aem-GridColumn--offset--default--2 aem-GridColumn--offset--phone--0"> <div id="nv-text-31c516678d" class="general-container-text "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <div class="description "> <p><span class="p--small">Apps tested on GeForce RTX 4090 desktop with Intel Core i9-12900K, Stable Diffusion 1.5, Blender 3.4 with NVIDIA OptiX using OpenData benchmark, Adobe Photoshop Super Resolution, DaVinci Resolve 18.6, and various AI features. </span></p> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div id="content-tab-item-c6efa60ebc-tabpanel" role="tabpanel" aria-labelledby="content-tab-item-c6efa60ebc-tab" tabindex="0" class="cmp-tabs__tabpanel" data-cmp-hook-tabs="tabpanel"><div class="nv-container container responsivegrid"> <div id="bar-chart-lp" 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--12 aem-Grid--tablet--12 aem-Grid--default--12 aem-Grid--phone--12 "> <div class="nv-rawhtml aem-GridColumn aem-GridColumn--default--12"> <div id="bar-chart-lp-1" class="general-container-text "> <div> <div id="bar-chart-accelerated-gaming"></div> <script> var chart = d3.select("#bar-chart-accelerated-gaming"); var legendData = [ {"label": "DLSS On", "class": "green100"}, {"label": "DLSS Off", "class": "dark-gray"}, //{"label": "DLSS Off", "class": "dark-gray"}, ]; var ticks = [ {"value": 0, "tickLabel": "", "class": ""}, {"value": 1, "tickLabel": "1X", "class": ""}, {"value": 2, "tickLabel": "2X", "class": "mobile-hide"}, {"value": 3, "tickLabel": "3X", "class": "mobile-hide"}, {"value": 4, "tickLabel": "4X", "class": ""}, {"value": 5, "tickLabel": "5X", "class": ""}, {"value": 6, "tickLabel": "6X", "class": ""}, ]; var barData = [ {"label": "Cyberpunk 2077\n (RT: Overdrive Tech Preview)", "values": [4.00, 1.00], "bartext" : ['4X']}, {"label": "Marvel's Spider-Man: Miles\n Morales", "values": [2.10, 1.00], "bartext" : ['2.1X']}, {"label": "Portal With RTX", "values": [5.60, 1.00], "bartext" : ['5.6X']}, {"label": "Warhammer 40,000: Darktide", "values": [2.00, 1.00], "bartext" : ['2X']}, ]; var xAxisLabel = "Relative Performance"; var yAxisLabelClass = ""; var isDark= true; createGroupedHorizontalBarChart(chart, barData, legendData, ticks, xAxisLabel, yAxisLabelClass, isDark); </script></div> </div> </div> <div class="nv-text text aem-GridColumn aem-GridColumn--default--12"> <div id="nv-text-05f00e45e6" class="general-container-text "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <div class="description "> <p><strong>Relative Performance (FPS)</strong></p> </div> </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--8 aem-GridColumn--offset--default--2 aem-GridColumn--offset--phone--0"> <div id="nv-text-1162b21d81" class="general-container-text "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <div class="description "> <p><span class="p--small">3840x2160 Resolution, Highest Game Settings, DLSS Super Resolution Performance Mode, DLSS Frame Generation on GeForce RTX 4090, i9-12900K, 32GB RAM, Win 11 x64.</span></p> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div id="content-tab-item-75ea67eb52-tabpanel" role="tabpanel" aria-labelledby="content-tab-item-75ea67eb52-tab" tabindex="0" class="cmp-tabs__tabpanel" data-cmp-hook-tabs="tabpanel"><div class="nv-container container responsivegrid"> <div id="container-75ea67eb52" class=" " data-cmp-is="nv-container"> <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-rawhtml aem-GridColumn aem-GridColumn--default--12"> <div id="nv-rawhtml-9f6cef6b4e" class="general-container-text "> <div> <div id="bar-chart-accelerated-development"></div> <script> var chart = d3.select("#bar-chart-accelerated-development"); var legendData = [ {"label": "GeForce RTX 4090", "class": "green100"}, {"label": "Apple M2 Ultra", "class": "dark-gray"}, //{"label": "DLSS Off", "class": "dark-gray"}, ]; var ticks = [ {"value": 0, "tickLabel": "", "class": ""}, {"value": 1, "tickLabel": "100", "class": ""}, {"value": 2, "tickLabel": "200", "class": "mobile-hide"}, {"value": 3, "tickLabel": "300", "class": ""}, {"value": 4, "tickLabel": "400", "class": ""}, ]; var barData = [ {"label": "Model Training \n and Fine-Tuning", "values": [3.59, 0.35], "bartext" : ['359.6']}, {"label": "Code Assistant", "values": [1.06, 0.61], "bartext" : ['106.8']}, ]; var xAxisLabel = "Relative Performance (tokens per second)"; var yAxisLabelClass = ""; var isDark= true; createGroupedHorizontalBarChart(chart, barData, legendData, ticks, xAxisLabel, yAxisLabelClass, isDark); </script></div> </div> </div> <div class="nv-text text aem-GridColumn aem-GridColumn--default--12"> <div id="nv-text-9cf2434eed" class="general-container-text "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <div class="description "> <p><strong>Relative Performance (tokens per second) </strong></p> </div> </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--8 aem-GridColumn--offset--default--2 aem-GridColumn--offset--phone--0"> <div id="nv-text-4e4b21c745" class="general-container-text "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <div class="description "> <p><span class="p--small">Model Training/Fine Tuning of BERT-Base-Cased, GeForce RTX 4090 using mixed precision | Code assist is Code llama 13B Int4 inference performance INSEQ=100, OUTSEQ=100 batch size 1 </span></p> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div id="content-tab-item-478eafe907-tabpanel" role="tabpanel" aria-labelledby="content-tab-item-478eafe907-tab" tabindex="0" class="cmp-tabs__tabpanel" data-cmp-hook-tabs="tabpanel"><div class="nv-container container responsivegrid"> <div id="container-478eafe907" class=" " data-cmp-is="nv-container"> <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-rawhtml aem-GridColumn aem-GridColumn--default--12"> <div id="nv-rawhtml-0b3c6a29b0" class="general-container-text "> <div> <div id="bar-chart-enhanced-productivity"></div> <script> var chart = d3.select("#bar-chart-enhanced-productivity"); var legendData = [ {"label": "With TensorRT-LLM", "class": "green100"}, {"label": "Without TensorRT-LLM", "class": "green110"}, //{"label": "DLSS Off", "class": "dark-gray"}, ]; var ticks = [ {"value": 0, "tickLabel": "", "class": ""}, {"value": 1, "tickLabel": "200", "class": ""}, {"value": 2, "tickLabel": "400", "class": "mobile-hide"}, {"value": 3, "tickLabel": "600", "class": ""}, {"value": 4, "tickLabel": "800", "class": ""}, {"value": 5, "tickLabel": "1000", "class": ""}, ]; var barData = [ {"label": "Batch size = 8", "values": [4.14, 1.08], "bartext" : [829,216]}, {"label": "Batch size = 4", "values": [3.38, 0.83], "bartext" : [677, 166]}, {"label": "Batch size = 1", "values": [0.94, 0.68], "bartext" : [188,137]}, ]; var xAxisLabel = "Output Speed (tokens per second) "; var yAxisLabelClass = ""; var isDark= true; createGroupedHorizontalBarChart(chart, barData, legendData, ticks, xAxisLabel, yAxisLabelClass, isDark); </script></div> </div> </div> <div class="nv-text text aem-GridColumn aem-GridColumn--default--12"> <div id="nv-text-f7b96557d5" class="general-container-text "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <div class="description "> <p><strong>Output Speed (tokens per second)</strong></p> </div> </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--8 aem-GridColumn--offset--default--2 aem-GridColumn--offset--phone--0"> <div id="nv-text-4787181812" class="general-container-text "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <div class="description "> <p><span class="p--small">Llama 2 7B Int4 inference performance INSEQ=100, OUTSEQ=100 | Without TensorRT-LLM is llama.cpp for batch size =1 and HF xformers AutoGPTQ for batch size =4,8 | All numbers measured on GeForce RTX 4090 </span></p> </div> </div> </div> </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="container-21a3f2a4ce" class="p-t-75 p-b-30 lap-p-t-75 lap-p-b-30 tab-p-t-45 tab-p-b-15 mob-p-t-45 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-text text aem-GridColumn aem-GridColumn--default--12"> <div id="nv-text-0504cbab03" class="general-container-text "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <div class="description "> <p><strong><span class="p--large">AI-Enhanced Apps</span></strong></p> </div> </div> </div> </div> <div class="nv-title text h--medium aem-GridColumn aem-GridColumn--default--12"> <div id="nv-title-7253eaec74" class="general-container-text "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <h2 class="title "> Your Favorite Apps, Now Smarter </h2> </div> </div> </div> <div class="nv-text text aem-GridColumn aem-GridColumn--default--12"> <div id="nv-text-5b00ce1e5a" class="general-container-text "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <div class="description "> <p>More and more apps are featuring AI every day—and with an RTX AI PC, you’ll be able to power them in the best possible way.</p> </div> </div> </div> </div> </div> </div> </div> </div> <div class="nv-rawhtml aem-GridColumn aem-GridColumn--default--12"> <div id="nv-rawhtml-7decc1e414" class="general-container-text "> <div> <!doctype html> <html> <head> <meta charset="UTF-8"> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <title>LOGO CRAWL v6</title> </head> <body>   <style> /* ALL BREAKPOINTS */ * { /*box-sizing: border-box;*/ } body { margin: 0; padding: 0; overflow-x: hidden; } .logo-crawl { position: static; width: 100vw; top: 0px; left: 0px; margin: 0 auto; padding: 0; background-color: #fff; overflow: hidden; display: block; } .logo-crawl-h2 { position: relative; font-family: NVIDIA; font-weight: 400; color: #76b900; line-height: 1em; top: 0px; left: 0px; margin: 0; padding: 0; } .align-center { text-align: center; } .no-wrap { white-space: nowrap; } .no-animation { animation: initial !important; transform: initial !important; transition: initial !important; } .logo-crawl-row { position: relative; width: calc(100vw + 1777px); /* FOR ALL ROWS TO SHARE SAME WIDTH, USE THIS */ height: 100px; /* FOR ALL ROWS TO SHARE SAME HEIGHT, USE THIS */ } .logo-crawl-img-1 { /*width: calc(100vw + 1777px);*/ /* FOR ROW 1 CUSTOM WIDTH ALTERNATIVE, USE 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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" data-cmp-disableMidgroundAutoHeight="false" data-cmp-disableVideoAutoHeight="false" style="background-color:#000;"> <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-6dbdb5adb2" class="general-container-text "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <p class="title " style="color: #ffffff;"> AI That TOPS the Charts </p> </div> </div> </div> <div class="nv-text text aem-GridColumn aem-GridColumn--default--12"> <div id="nv-text-c807a2a5a6" class="general-container-text "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <div class="description "> <p><span 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#SeriesChart.spec-table-50 table tbody tr td:first-child, .spec-table-50 table thead tr th:first-child { display: none; width: 0; } .spec-table-50 td:nth-child(2), .spec-table-50 th:nth-child(2) { left: 0px; } /*} */ #compareSeriesChart.spec-table { max-height: 100% !important; } </style><div id="SeriesChart" class="spec-table-50 scrolling"> <table cellspacing="0" cellpadding="0"> <thead> <tr> <th></th> <th></th> <th><b>GeForce RTX 5090<br> Laptop GPU</b></th> <th><b>GeForce RTX 5080<br> Laptop GPU</b></th> <th><b>GeForce RTX 5070 Ti<br> Laptop GPU</b></th> <th><b>GeForce RTX 5070<br> Laptop GPU</b></th> </tr> </thead> <tbody> <tr> <td></td> <td><b>AI Performance</b></td> <td><p class="h--smallest">1824 AI TOPS</p></td> <td><p class="h--smallest">1334 AI TOPS</p></td> <td><p class="h--smallest">992 AI TOPS</p></td> <td><p class="h--smallest">798 AI TOPS</p></td> </tr> </tbody> </table> </div></div> </div> </div> </div> </div> </div> </div> </div> <div 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