CINXE.COM

<!DOCTYPE html> <html lang="en-US" class="no-js no-touch"> <head>  <script src="https://cdn.cookielaw.org/scripttemplates/otSDKStub.js" data-document-language="true" type="text/javascript" charset="UTF-8" data-domain-script="3e2b62ff-7ae7-4ac5-87c8-d5949ecafff5" ></script> <script type="text/javascript"> function OptanonWrapper() {} </script>   <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>  <meta http-equiv="X-UA-Compatible" content="IE=edge"> <meta charset="UTF-8"> <meta id="viewport" name="viewport" content="user-scalable=no, width=device-width, height=device-height, initial-scale=1"> <link rel="profile" href="http://gmpg.org/xfn/11"> <link rel="pingback" href="https://blogs.nvidia.com/xmlrpc.php"> <script> // Check for js support (replace no-js class on html) document.documentElement.className = document.documentElement.className.replace(/\bno-js\b/, '') + ' js'; // Check if touch-capable device. if ('ontouchstart' in window || navigator.maxTouchPoints) { document.documentElement.className = document.documentElement.className.replace(/\bno-touch\b/, '') + ' touch'; } </script> <meta name='robots' content='index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1' /> <link rel="alternate" hreflang="en-us" href="https://blogs.nvidia.com/blog/cop29-energy-efficiency-panel/" /> <link rel="alternate" hreflang="x-default" href="https://blogs.nvidia.com/blog/cop29-energy-efficiency-panel/" />  <title>AI at COP29: Balancing Innovation and Sustainability | NVIDIA Blog</title> <meta name="description" content="A panel at COP20 and a recent Deloitte report discussed AI’s potential to drive a climate-neutral economy." /> <link rel="canonical" href="https://blogs.nvidia.com/blog/cop29-energy-efficiency-panel/" /> <meta property="og:locale" content="en_US" /> <meta property="og:type" content="article" /> <meta property="og:title" content="AI at COP29: Balancing Innovation and Sustainability" /> <meta property="og:description" content="A panel at COP20 and a recent Deloitte report discussed AI’s potential to drive a climate-neutral economy." /> <meta property="og:url" content="https://blogs.nvidia.com/blog/cop29-energy-efficiency-panel/" /> <meta property="og:site_name" content="NVIDIA Blog" /> <meta property="article:publisher" content="https://www.facebook.com/NVIDIA/" /> <meta property="article:published_time" content="2024-11-19T19:50:45+00:00" /> <meta property="article:modified_time" content="2024-11-20T00:42:36+00:00" /> <meta property="og:image" content="https://blogs.nvidia.com/wp-content/uploads/2024/11/baku-azerbaijan.jpeg.jpg" /> <meta property="og:image:width" content="1280" /> <meta property="og:image:height" content="680" /> <meta property="og:image:type" content="image/jpeg" /> <meta name="author" content="Sobia Khan" /> <meta name="twitter:card" content="summary_large_image" /> <meta name="twitter:creator" content="@NVIDIA" /> <meta name="twitter:site" content="@NVIDIA" /> <meta name="twitter:label1" content="Written by" /> <meta name="twitter:data1" content="Sobia Khan" /> <meta name="twitter:label2" content="Est. reading time" /> <meta name="twitter:data2" content="5 minutes" /> <script type="application/ld+json" class="yoast-schema-graph">{"@context":"https://schema.org","@graph":[{"@type":"WebPage","@id":"https://blogs.nvidia.com/blog/cop29-energy-efficiency-panel/","url":"https://blogs.nvidia.com/blog/cop29-energy-efficiency-panel/","name":"AI at COP29: Balancing Innovation and Sustainability | NVIDIA Blog","isPartOf":{"@id":"https://blogs.nvidia.com/#website"},"primaryImageOfPage":{"@id":"https://blogs.nvidia.com/blog/cop29-energy-efficiency-panel/#primaryimage"},"image":{"@id":"https://blogs.nvidia.com/blog/cop29-energy-efficiency-panel/#primaryimage"},"thumbnailUrl":"https://blogs.nvidia.com/wp-content/uploads/2024/11/baku-azerbaijan.jpeg.jpg","datePublished":"2024-11-19T19:50:45+00:00","dateModified":"2024-11-20T00:42:36+00:00","author":{"@id":"https://blogs.nvidia.com/#/schema/person/90800042819c6f713804dc8376823fc6"},"description":"A panel at COP20 and a recent Deloitte report discussed AI’s potential to drive a climate-neutral economy.","breadcrumb":{"@id":"https://blogs.nvidia.com/blog/cop29-energy-efficiency-panel/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https://blogs.nvidia.com/blog/cop29-energy-efficiency-panel/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https://blogs.nvidia.com/blog/cop29-energy-efficiency-panel/#primaryimage","url":"https://blogs.nvidia.com/wp-content/uploads/2024/11/baku-azerbaijan.jpeg.jpg","contentUrl":"https://blogs.nvidia.com/wp-content/uploads/2024/11/baku-azerbaijan.jpeg.jpg","width":1280,"height":680},{"@type":"BreadcrumbList","@id":"https://blogs.nvidia.com/blog/cop29-energy-efficiency-panel/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://blogs.nvidia.com/"},{"@type":"ListItem","position":2,"name":"AI at COP29: Balancing Innovation and Sustainability"}]},{"@type":"WebSite","@id":"https://blogs.nvidia.com/#website","url":"https://blogs.nvidia.com/","name":"NVIDIA Blog","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://blogs.nvidia.com/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https://blogs.nvidia.com/#/schema/person/90800042819c6f713804dc8376823fc6","name":"Sobia Khan","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https://blogs.nvidia.com/#/schema/person/image/72deb840a32fca21be7e26c7a87e2c45","url":"https://blogs.nvidia.com/wp-content/uploads/2024/11/Sobia-Khan-96x96.jpg","contentUrl":"https://blogs.nvidia.com/wp-content/uploads/2024/11/Sobia-Khan-96x96.jpg","caption":"Sobia Khan"},"description":"Sobia is a content and social media manager on the EMEA team at NVIDIA. She joined the company in 2023 after working in similar roles at companies such as invenioSLI, Rackspace and OPEN Access Consulting. Sobia earned her bachelor's degree in English language and linguistics from the University of Roehampton in London.","url":"https://blogs.nvidia.com/blog/author/sobiakhan/"}]}</script>  <link rel='dns-prefetch' href='//nvidiablog.disqus.com' /> <link rel='dns-prefetch' href='//info.nvidia.com' /> <link rel="alternate" type="application/rss+xml" title="NVIDIA Blog » Feed" href="https://blogs.nvidia.com/feed/" /> <link rel="alternate" type="application/rss+xml" title="NVIDIA Blog » Comments Feed" href="https://blogs.nvidia.com/comments/feed/" /> <script type="text/javascript"> /* <![CDATA[ */ window._wpemojiSettings = {"baseUrl":"https:\/\/s.w.org\/images\/core\/emoji\/15.0.3\/72x72\/","ext":".png","svgUrl":"https:\/\/s.w.org\/images\/core\/emoji\/15.0.3\/svg\/","svgExt":".svg","source":{"concatemoji":"https:\/\/blogs.nvidia.com\/wp-includes\/js\/wp-emoji-release.min.js?ver=6.6.2"}}; /*! This file is auto-generated */ !function(i,n){var o,s,e;function c(e){try{var t={supportTests:e,timestamp:(new Date).valueOf()};sessionStorage.setItem(o,JSON.stringify(t))}catch(e){}}function p(e,t,n){e.clearRect(0,0,e.canvas.width,e.canvas.height),e.fillText(t,0,0);var t=new Uint32Array(e.getImageData(0,0,e.canvas.width,e.canvas.height).data),r=(e.clearRect(0,0,e.canvas.width,e.canvas.height),e.fillText(n,0,0),new Uint32Array(e.getImageData(0,0,e.canvas.width,e.canvas.height).data));return t.every(function(e,t){return e===r[t]})}function u(e,t,n){switch(t){case"flag":return n(e,"\ud83c\udff3\ufe0f\u200d\u26a7\ufe0f","\ud83c\udff3\ufe0f\u200b\u26a7\ufe0f")?!1:!n(e,"\ud83c\uddfa\ud83c\uddf3","\ud83c\uddfa\u200b\ud83c\uddf3")&&!n(e,"\ud83c\udff4\udb40\udc67\udb40\udc62\udb40\udc65\udb40\udc6e\udb40\udc67\udb40\udc7f","\ud83c\udff4\u200b\udb40\udc67\u200b\udb40\udc62\u200b\udb40\udc65\u200b\udb40\udc6e\u200b\udb40\udc67\u200b\udb40\udc7f");case"emoji":return!n(e,"\ud83d\udc26\u200d\u2b1b","\ud83d\udc26\u200b\u2b1b")}return!1}function f(e,t,n){var r="undefined"!=typeof WorkerGlobalScope&&self instanceof WorkerGlobalScope?new OffscreenCanvas(300,150):i.createElement("canvas"),a=r.getContext("2d",{willReadFrequently:!0}),o=(a.textBaseline="top",a.font="600 32px Arial",{});return e.forEach(function(e){o[e]=t(a,e,n)}),o}function t(e){var t=i.createElement("script");t.src=e,t.defer=!0,i.head.appendChild(t)}"undefined"!=typeof Promise&&(o="wpEmojiSettingsSupports",s=["flag","emoji"],n.supports={everything:!0,everythingExceptFlag:!0},e=new Promise(function(e){i.addEventListener("DOMContentLoaded",e,{once:!0})}),new Promise(function(t){var n=function(){try{var e=JSON.parse(sessionStorage.getItem(o));if("object"==typeof e&&"number"==typeof e.timestamp&&(new Date).valueOf()<e.timestamp+604800&&"object"==typeof e.supportTests)return e.supportTests}catch(e){}return null}();if(!n){if("undefined"!=typeof Worker&&"undefined"!=typeof OffscreenCanvas&&"undefined"!=typeof URL&&URL.createObjectURL&&"undefined"!=typeof Blob)try{var e="postMessage("+f.toString()+"("+[JSON.stringify(s),u.toString(),p.toString()].join(",")+"));",r=new Blob([e],{type:"text/javascript"}),a=new Worker(URL.createObjectURL(r),{name:"wpTestEmojiSupports"});return void(a.onmessage=function(e){c(n=e.data),a.terminate(),t(n)})}catch(e){}c(n=f(s,u,p))}t(n)}).then(function(e){for(var t in e)n.supports[t]=e[t],n.supports.everything=n.supports.everything&&n.supports[t],"flag"!==t&&(n.supports.everythingExceptFlag=n.supports.everythingExceptFlag&&n.supports[t]);n.supports.everythingExceptFlag=n.supports.everythingExceptFlag&&!n.supports.flag,n.DOMReady=!1,n.readyCallback=function(){n.DOMReady=!0}}).then(function(){return e}).then(function(){var e;n.supports.everything||(n.readyCallback(),(e=n.source||{}).concatemoji?t(e.concatemoji):e.wpemoji&&e.twemoji&&(t(e.twemoji),t(e.wpemoji)))}))}((window,document),window._wpemojiSettings); /* ]]> */ </script> <style id='wp-emoji-styles-inline-css' type='text/css'> img.wp-smiley, img.emoji { display: inline !important; border: none !important; box-shadow: none !important; height: 1em !important; width: 1em !important; margin: 0 0.07em !important; vertical-align: -0.1em !important; background: none !important; padding: 0 !important; } </style> <link rel='stylesheet' id='wp-block-library-css' href='https://blogs.nvidia.com/wp-includes/css/dist/block-library/style.min.css?ver=6.6.2' type='text/css' media='all' /> <style id='co-authors-plus-coauthors-style-inline-css' type='text/css'> .wp-block-co-authors-plus-coauthors.is-layout-flow [class*=wp-block-co-authors-plus]{display:inline} </style> <style id='co-authors-plus-avatar-style-inline-css' type='text/css'> .wp-block-co-authors-plus-avatar :where(img){height:auto;max-width:100%;vertical-align:bottom}.wp-block-co-authors-plus-coauthors.is-layout-flow .wp-block-co-authors-plus-avatar :where(img){vertical-align:middle}.wp-block-co-authors-plus-avatar:is(.alignleft,.alignright){display:table}.wp-block-co-authors-plus-avatar.aligncenter{display:table;margin-inline:auto} </style> <style id='co-authors-plus-image-style-inline-css' type='text/css'> .wp-block-co-authors-plus-image{margin-bottom:0}.wp-block-co-authors-plus-image :where(img){height:auto;max-width:100%;vertical-align:bottom}.wp-block-co-authors-plus-coauthors.is-layout-flow .wp-block-co-authors-plus-image :where(img){vertical-align:middle}.wp-block-co-authors-plus-image:is(.alignfull,.alignwide) :where(img){width:100%}.wp-block-co-authors-plus-image:is(.alignleft,.alignright){display:table}.wp-block-co-authors-plus-image.aligncenter{display:table;margin-inline:auto} </style> <style id='classic-theme-styles-inline-css' type='text/css'> /*! This file is auto-generated */ .wp-block-button__link{color:#fff;background-color:#32373c;border-radius:9999px;box-shadow:none;text-decoration:none;padding:calc(.667em + 2px) calc(1.333em + 2px);font-size:1.125em}.wp-block-file__button{background:#32373c;color:#fff;text-decoration:none} </style> <style id='global-styles-inline-css' type='text/css'> :root{--wp--preset--aspect-ratio--square: 1;--wp--preset--aspect-ratio--4-3: 4/3;--wp--preset--aspect-ratio--3-4: 3/4;--wp--preset--aspect-ratio--3-2: 3/2;--wp--preset--aspect-ratio--2-3: 2/3;--wp--preset--aspect-ratio--16-9: 16/9;--wp--preset--aspect-ratio--9-16: 9/16;--wp--preset--color--black: #000000;--wp--preset--color--cyan-bluish-gray: #abb8c3;--wp--preset--color--white: #ffffff;--wp--preset--color--pale-pink: #f78da7;--wp--preset--color--vivid-red: #cf2e2e;--wp--preset--color--luminous-vivid-orange: #ff6900;--wp--preset--color--luminous-vivid-amber: #fcb900;--wp--preset--color--light-green-cyan: #7bdcb5;--wp--preset--color--vivid-green-cyan: #00d084;--wp--preset--color--pale-cyan-blue: #8ed1fc;--wp--preset--color--vivid-cyan-blue: #0693e3;--wp--preset--color--vivid-purple: #9b51e0;--wp--preset--gradient--vivid-cyan-blue-to-vivid-purple: linear-gradient(135deg,rgba(6,147,227,1) 0%,rgb(155,81,224) 100%);--wp--preset--gradient--light-green-cyan-to-vivid-green-cyan: linear-gradient(135deg,rgb(122,220,180) 0%,rgb(0,208,130) 100%);--wp--preset--gradient--luminous-vivid-amber-to-luminous-vivid-orange: linear-gradient(135deg,rgba(252,185,0,1) 0%,rgba(255,105,0,1) 100%);--wp--preset--gradient--luminous-vivid-orange-to-vivid-red: linear-gradient(135deg,rgba(255,105,0,1) 0%,rgb(207,46,46) 100%);--wp--preset--gradient--very-light-gray-to-cyan-bluish-gray: linear-gradient(135deg,rgb(238,238,238) 0%,rgb(169,184,195) 100%);--wp--preset--gradient--cool-to-warm-spectrum: linear-gradient(135deg,rgb(74,234,220) 0%,rgb(151,120,209) 20%,rgb(207,42,186) 40%,rgb(238,44,130) 60%,rgb(251,105,98) 80%,rgb(254,248,76) 100%);--wp--preset--gradient--blush-light-purple: linear-gradient(135deg,rgb(255,206,236) 0%,rgb(152,150,240) 100%);--wp--preset--gradient--blush-bordeaux: linear-gradient(135deg,rgb(254,205,165) 0%,rgb(254,45,45) 50%,rgb(107,0,62) 100%);--wp--preset--gradient--luminous-dusk: linear-gradient(135deg,rgb(255,203,112) 0%,rgb(199,81,192) 50%,rgb(65,88,208) 100%);--wp--preset--gradient--pale-ocean: linear-gradient(135deg,rgb(255,245,203) 0%,rgb(182,227,212) 50%,rgb(51,167,181) 100%);--wp--preset--gradient--electric-grass: linear-gradient(135deg,rgb(202,248,128) 0%,rgb(113,206,126) 100%);--wp--preset--gradient--midnight: linear-gradient(135deg,rgb(2,3,129) 0%,rgb(40,116,252) 100%);--wp--preset--font-size--small: 13px;--wp--preset--font-size--medium: 20px;--wp--preset--font-size--large: 36px;--wp--preset--font-size--x-large: 42px;--wp--preset--spacing--20: 0.44rem;--wp--preset--spacing--30: 0.67rem;--wp--preset--spacing--40: 1rem;--wp--preset--spacing--50: 1.5rem;--wp--preset--spacing--60: 2.25rem;--wp--preset--spacing--70: 3.38rem;--wp--preset--spacing--80: 5.06rem;--wp--preset--shadow--natural: 6px 6px 9px rgba(0, 0, 0, 0.2);--wp--preset--shadow--deep: 12px 12px 50px rgba(0, 0, 0, 0.4);--wp--preset--shadow--sharp: 6px 6px 0px rgba(0, 0, 0, 0.2);--wp--preset--shadow--outlined: 6px 6px 0px -3px rgba(255, 255, 255, 1), 6px 6px rgba(0, 0, 0, 1);--wp--preset--shadow--crisp: 6px 6px 0px rgba(0, 0, 0, 1);}:where(.is-layout-flex){gap: 0.5em;}:where(.is-layout-grid){gap: 0.5em;}body .is-layout-flex{display: flex;}.is-layout-flex{flex-wrap: wrap;align-items: center;}.is-layout-flex > :is(*, div){margin: 0;}body .is-layout-grid{display: grid;}.is-layout-grid > :is(*, div){margin: 0;}:where(.wp-block-columns.is-layout-flex){gap: 2em;}:where(.wp-block-columns.is-layout-grid){gap: 2em;}:where(.wp-block-post-template.is-layout-flex){gap: 1.25em;}:where(.wp-block-post-template.is-layout-grid){gap: 1.25em;}.has-black-color{color: var(--wp--preset--color--black) !important;}.has-cyan-bluish-gray-color{color: var(--wp--preset--color--cyan-bluish-gray) !important;}.has-white-color{color: var(--wp--preset--color--white) !important;}.has-pale-pink-color{color: var(--wp--preset--color--pale-pink) !important;}.has-vivid-red-color{color: var(--wp--preset--color--vivid-red) !important;}.has-luminous-vivid-orange-color{color: var(--wp--preset--color--luminous-vivid-orange) !important;}.has-luminous-vivid-amber-color{color: var(--wp--preset--color--luminous-vivid-amber) !important;}.has-light-green-cyan-color{color: var(--wp--preset--color--light-green-cyan) !important;}.has-vivid-green-cyan-color{color: var(--wp--preset--color--vivid-green-cyan) !important;}.has-pale-cyan-blue-color{color: var(--wp--preset--color--pale-cyan-blue) !important;}.has-vivid-cyan-blue-color{color: var(--wp--preset--color--vivid-cyan-blue) !important;}.has-vivid-purple-color{color: var(--wp--preset--color--vivid-purple) !important;}.has-black-background-color{background-color: var(--wp--preset--color--black) !important;}.has-cyan-bluish-gray-background-color{background-color: var(--wp--preset--color--cyan-bluish-gray) !important;}.has-white-background-color{background-color: var(--wp--preset--color--white) !important;}.has-pale-pink-background-color{background-color: var(--wp--preset--color--pale-pink) !important;}.has-vivid-red-background-color{background-color: var(--wp--preset--color--vivid-red) !important;}.has-luminous-vivid-orange-background-color{background-color: var(--wp--preset--color--luminous-vivid-orange) !important;}.has-luminous-vivid-amber-background-color{background-color: var(--wp--preset--color--luminous-vivid-amber) !important;}.has-light-green-cyan-background-color{background-color: var(--wp--preset--color--light-green-cyan) !important;}.has-vivid-green-cyan-background-color{background-color: var(--wp--preset--color--vivid-green-cyan) !important;}.has-pale-cyan-blue-background-color{background-color: var(--wp--preset--color--pale-cyan-blue) !important;}.has-vivid-cyan-blue-background-color{background-color: var(--wp--preset--color--vivid-cyan-blue) !important;}.has-vivid-purple-background-color{background-color: var(--wp--preset--color--vivid-purple) !important;}.has-black-border-color{border-color: var(--wp--preset--color--black) !important;}.has-cyan-bluish-gray-border-color{border-color: var(--wp--preset--color--cyan-bluish-gray) !important;}.has-white-border-color{border-color: var(--wp--preset--color--white) !important;}.has-pale-pink-border-color{border-color: var(--wp--preset--color--pale-pink) !important;}.has-vivid-red-border-color{border-color: var(--wp--preset--color--vivid-red) !important;}.has-luminous-vivid-orange-border-color{border-color: var(--wp--preset--color--luminous-vivid-orange) !important;}.has-luminous-vivid-amber-border-color{border-color: var(--wp--preset--color--luminous-vivid-amber) !important;}.has-light-green-cyan-border-color{border-color: var(--wp--preset--color--light-green-cyan) !important;}.has-vivid-green-cyan-border-color{border-color: var(--wp--preset--color--vivid-green-cyan) !important;}.has-pale-cyan-blue-border-color{border-color: var(--wp--preset--color--pale-cyan-blue) !important;}.has-vivid-cyan-blue-border-color{border-color: var(--wp--preset--color--vivid-cyan-blue) !important;}.has-vivid-purple-border-color{border-color: var(--wp--preset--color--vivid-purple) !important;}.has-vivid-cyan-blue-to-vivid-purple-gradient-background{background: var(--wp--preset--gradient--vivid-cyan-blue-to-vivid-purple) !important;}.has-light-green-cyan-to-vivid-green-cyan-gradient-background{background: var(--wp--preset--gradient--light-green-cyan-to-vivid-green-cyan) !important;}.has-luminous-vivid-amber-to-luminous-vivid-orange-gradient-background{background: var(--wp--preset--gradient--luminous-vivid-amber-to-luminous-vivid-orange) !important;}.has-luminous-vivid-orange-to-vivid-red-gradient-background{background: var(--wp--preset--gradient--luminous-vivid-orange-to-vivid-red) !important;}.has-very-light-gray-to-cyan-bluish-gray-gradient-background{background: var(--wp--preset--gradient--very-light-gray-to-cyan-bluish-gray) !important;}.has-cool-to-warm-spectrum-gradient-background{background: var(--wp--preset--gradient--cool-to-warm-spectrum) !important;}.has-blush-light-purple-gradient-background{background: var(--wp--preset--gradient--blush-light-purple) !important;}.has-blush-bordeaux-gradient-background{background: var(--wp--preset--gradient--blush-bordeaux) !important;}.has-luminous-dusk-gradient-background{background: var(--wp--preset--gradient--luminous-dusk) !important;}.has-pale-ocean-gradient-background{background: var(--wp--preset--gradient--pale-ocean) !important;}.has-electric-grass-gradient-background{background: var(--wp--preset--gradient--electric-grass) !important;}.has-midnight-gradient-background{background: var(--wp--preset--gradient--midnight) !important;}.has-small-font-size{font-size: var(--wp--preset--font-size--small) !important;}.has-medium-font-size{font-size: var(--wp--preset--font-size--medium) !important;}.has-large-font-size{font-size: var(--wp--preset--font-size--large) !important;}.has-x-large-font-size{font-size: var(--wp--preset--font-size--x-large) !important;} :where(.wp-block-post-template.is-layout-flex){gap: 1.25em;}:where(.wp-block-post-template.is-layout-grid){gap: 1.25em;} :where(.wp-block-columns.is-layout-flex){gap: 2em;}:where(.wp-block-columns.is-layout-grid){gap: 2em;} :root :where(.wp-block-pullquote){font-size: 1.5em;line-height: 1.6;} </style> <link rel='stylesheet' id='wpml-legacy-dropdown-0-css' href='https://blogs.nvidia.com/wp-content/plugins/sitepress-multilingual-cms/templates/language-switchers/legacy-dropdown/style.min.css?ver=1' type='text/css' media='all' /> <style id='wpml-legacy-dropdown-0-inline-css' type='text/css'> .wpml-ls-statics-shortcode_actions{background-color:#eeeeee;}.wpml-ls-statics-shortcode_actions, .wpml-ls-statics-shortcode_actions .wpml-ls-sub-menu, .wpml-ls-statics-shortcode_actions a {border-color:#cdcdcd;}.wpml-ls-statics-shortcode_actions a, .wpml-ls-statics-shortcode_actions .wpml-ls-sub-menu a, .wpml-ls-statics-shortcode_actions .wpml-ls-sub-menu a:link, .wpml-ls-statics-shortcode_actions li:not(.wpml-ls-current-language) .wpml-ls-link, .wpml-ls-statics-shortcode_actions li:not(.wpml-ls-current-language) .wpml-ls-link:link {color:#444444;background-color:#ffffff;}.wpml-ls-statics-shortcode_actions a, .wpml-ls-statics-shortcode_actions .wpml-ls-sub-menu a:hover,.wpml-ls-statics-shortcode_actions .wpml-ls-sub-menu a:focus, .wpml-ls-statics-shortcode_actions .wpml-ls-sub-menu a:link:hover, .wpml-ls-statics-shortcode_actions .wpml-ls-sub-menu a:link:focus {color:#000000;background-color:#eeeeee;}.wpml-ls-statics-shortcode_actions .wpml-ls-current-language > a {color:#444444;background-color:#ffffff;}.wpml-ls-statics-shortcode_actions .wpml-ls-current-language:hover>a, .wpml-ls-statics-shortcode_actions .wpml-ls-current-language>a:focus {color:#000000;background-color:#eeeeee;} </style> <link rel='stylesheet' id='yith-infs-style-css' href='https://blogs.nvidia.com/wp-content/plugins/yith-infinite-scrolling/assets/css/frontend.css?ver=2.0.0' type='text/css' media='all' /> <link rel='stylesheet' id='print-style-css' href='https://blogs.nvidia.com/wp-content/themes/nvidia-blog-v5/assets/css/print.css' type='text/css' media='print' /> <link rel='stylesheet' id='nvb-single-css' href='https://blogs.nvidia.com/wp-content/themes/nvidia-blog-v5/build/single.css?ver=1730206571' type='text/css' media='all' /> <link rel='stylesheet' id='tablepress-default-css' href='https://blogs.nvidia.com/wp-content/uploads/tablepress-combined.min.css?ver=21' type='text/css' media='all' /> <link rel='stylesheet' id='bsfrt_frontend-css' href='https://blogs.nvidia.com/wp-content/plugins/read-meter/assets/css/bsfrt-frontend-css.min.css?ver=1.0.9' type='text/css' media='all' /> <style id='has-inline-styles-inline-css' type='text/css'> .has-social-placeholder {display: none;height: 0;width: 0;overflow: hidden;}.has-inline-text { background-color: #ffefb1; color: #000000; }.has-inline-text:hover { background-color: #fcd63c; color: #000000; } </style> <link rel='stylesheet' id='colorbox-css' href='https://blogs.nvidia.com/wp-content/plugins/lightbox-gallery/colorbox/example1/colorbox.css?ver=6.6.2' type='text/css' media='all' /> <script type="text/javascript" src="https://blogs.nvidia.com/wp-content/plugins/sitepress-multilingual-cms/templates/language-switchers/legacy-dropdown/script.min.js?ver=1" id="wpml-legacy-dropdown-0-js"></script> <script type="text/javascript" src="https://blogs.nvidia.com/wp-includes/js/jquery/jquery.min.js?ver=3.7.1" id="jquery-core-js"></script> <script type="text/javascript" src="https://blogs.nvidia.com/wp-includes/js/jquery/jquery-migrate.min.js?ver=3.4.1" id="jquery-migrate-js"></script> <script type="text/javascript" src="https://blogs.nvidia.com/wp-content/themes/nvidia-blog-v5/assets//js/nv-gtm.js?ver=20190419.0001" id="nv-gtm-js"></script> <script type="text/javascript" src="https://info.nvidia.com/js/forms2/js/forms2.min.js?ver=1.1.0.1" id="nvb4-mkto-forms2-js"></script> <script type="text/javascript" src="https://info.nvidia.com/rs/156-OFN-742/images/businessemailvalidation.js?ver=1.1.0.1" id="nvb4-mkto-validation-js"></script> <script type="text/javascript" id="nvb4-mkto-forms-inline-1-js-after"> /* <![CDATA[ */ MktoForms2.whenReady(function(e){e.onSuccess(function(i,n){return e.getFormElem().hide(),document.getElementById("confirmform").style.visibility="visible",document.getElementById("confirmform").style.margin="35px 0 25px 0",!1})}); /* ]]> */ </script> <link rel="EditURI" type="application/rsd+xml" title="RSD" href="https://blogs.nvidia.com/xmlrpc.php?rsd" /> <meta name="generator" content="WordPress 6.6.2" /> <link rel='shortlink' href='https://blogs.nvidia.com/?p=75811' /> <link rel="alternate" title="oEmbed (JSON)" type="application/json+oembed" href="https://blogs.nvidia.com/wp-json/oembed/1.0/embed?url=https%3A%2F%2Fblogs.nvidia.com%2Fblog%2Fcop29-energy-efficiency-panel%2F" /> <link rel="alternate" title="oEmbed (XML)" type="text/xml+oembed" href="https://blogs.nvidia.com/wp-json/oembed/1.0/embed?url=https%3A%2F%2Fblogs.nvidia.com%2Fblog%2Fcop29-energy-efficiency-panel%2F&format=xml" />  <meta name="generator" content="WPML ver:4.6.13 stt:1,28,2;" /> <link type="text/css" rel="stylesheet" href="https://blogs.nvidia.com/wp-content/plugins/simple-pull-quote/css/simple-pull-quote.css" /> <meta name="google-site-verification" content="fRN6Tokx0As6AGYPd4zjMBgITWR2dvXjN6Zb3gojo-Y"/> <meta property="interest" content="data_center"><meta property="industry" content="energy">  <script> (function(h,o,t,j,a,r){ h.hj=h.hj||function(){(h.hj.q=h.hj.q||[]).push(arguments)}; h._hjSettings={hjid:3655182,hjsv:6}; a=o.getElementsByTagName('head')[0]; r=o.createElement('script');r.async=1; r.src=t+h._hjSettings.hjid+j+h._hjSettings.hjsv; a.appendChild(r); })(window,document,'https://static.hotjar.com/c/hotjar-','.js?sv='); </script> <style type="text/css"> .entry-content .bsf-rt-reading-time{ background: #eeeeee; color: #333333; font-size: 15px; margin-top: 0em; margin-right: 0em; margin-bottom: 1em; margin-left: 0em; padding-top: 0.5em; padding-right: 0.7em; padding-bottom: 0.4em; padding-left: 0.7em; width: max-content; display: block; min-width: 100px; } </style> <style type="text/css"> .admin-bar .progress-container-top { background: #3f3f3f; height: 10px; } .progress-container-top { background: #3f3f3f; height: 10px; } .progress-container-bottom { background: #3f3f3f; height: 10px; } .progress-bar { background: #76b900; height: 10px; width: 0%; } </style> <script src="//assets.adobedtm.com/5d4962a43b79/814eb6e9b4e1/launch-4bc07f1e0b0b.min.js"></script> <style type="text/css" id="wp-custom-css"> #site-navigation { display: none; } </style> </head> <body class="post-template-default single single-post postid-75811 single-format-standard group-blog non-aggregation-view site-lang-en has-body"> <div id="page" class="hfeed site"> <a class="skip-link screen-reader-text" href="#content">Skip to content</a> <header id="masthead" class="site-header" role="banner"> <div class="inner for-masthead"> <div class="site-branding"> <a href="https://www.nvidia.com/en-us/" rel="home"> <div class="site-title"> <svg id="logo" 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> <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> <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"></path></svg> </div> </a> </div> <ul class="secondary-menu-socials top_search"> <li class="search-item"> <form role="search" method="get" class="search-form" action="https://blogs.nvidia.com/"> <div class="form-item for-search"> <label> <span class="screen-reader-text">Search for:</span> <input type="search" class="search-field" placeholder="Search The Blog" value="" name="s" title="Search for:" /> </label> </div> <div class="form-item for-submit"> <input type="submit" class="search-submit" value="Search" /> <button type="submit" class="search-submit-button"> <span class="icon icon-search"></span> </button> </div> <input type='hidden' name='lang' value='en' /></form> <a href="/?s=" class="search-icon-link js-search-item-link"> <span class="hidden">Toggle Search</span> </a> </li> </ul> <nav id="site-navigation" class="primary-menu-slot main-navigation" role="navigation"> <div class="main-navigation-inner"> </div> </nav> </div> </header> <div class="secondary-menu-slot-wrapper"> <nav class="secondary-menu-slot" role="navigation"> <div class="secondary-menu-slot-inner inner for-masthead"> <div class="menu-secondary-container"><ul id="secondary-menu" class="menu"><li id="menu-item-52688" class="nav-home menu-item menu-item-type-custom menu-item-object-custom menu-item-52688"><a href="/">Home</a></li> <li id="menu-item-69474" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-69474"><a href="https://blogs.nvidia.com/blog/category/generative-ai/">AI</a></li> <li id="menu-item-51415" class="menu-item menu-item-type-taxonomy menu-item-object-category current-post-ancestor current-menu-parent current-post-parent menu-item-51415"><a href="https://blogs.nvidia.com/blog/category/enterprise/">Data Center</a></li> <li id="menu-item-33089" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-33089"><a href="https://blogs.nvidia.com/blog/category/auto/">Driving</a></li> <li id="menu-item-4893" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-4893"><a href="https://blogs.nvidia.com/blog/category/gaming/">Gaming</a></li> <li id="menu-item-40164" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-40164"><a href="https://blogs.nvidia.com/blog/category/pro-graphics/">Pro Graphics</a></li> <li id="menu-item-38968" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-38968"><a href="https://blogs.nvidia.com/blog/category/robotics/">Robotics</a></li> <li id="menu-item-44951" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-44951"><a href="https://blogs.nvidia.com/blog/tag/healthcare-life-sciences/">Healthcare</a></li> <li id="menu-item-48928" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-48928"><a href="https://blogs.nvidia.com/blog/tag/inception/">Startups</a></li> <li id="menu-item-52809" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-52809"><a href="https://blogs.nvidia.com/ai-podcast/">AI Podcast</a></li> <li id="menu-item-68871" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-68871"><a href="https://blogs.nvidia.com/blog/category/corporate/nvidia-life/">NVIDIA Life</a></li> </ul></div> </div> </nav> </div> <div id="content" class="site-content"> <div class="inner for-content"> <div id="primary" class="content-area"> <main id="main" class="site-main" role="main"> <div class="cf-posts-with-overrides"> <article id="post-75811" class="post-with-sidebar post-75811 post type-post status-publish format-standard has-post-thumbnail hentry category-corporate-sustainability category-enterprise tag-artificial-intelligence tag-events tag-social-impact loop-item-1 for-pagenum-1" data-url="https://blogs.nvidia.com/blog/cop29-energy-efficiency-panel/" data-identifier="75811 https://blogs.nvidia.com/?p=75811" data-title="AI at COP29: Balancing Innovation and Sustainability" > <header class="entry-header"> <div class="inner3">  <h1>AI at COP29: Balancing Innovation and Sustainability</h1> <div class="author_meta"> <span class="entry-date">November 19, 2024</span> <span class="meta-sep">by</span> <span class="author vcard"><a class="url fn n" href="https://blogs.nvidia.com/blog/author/sobiakhan/" title="View all posts by Sobia Khan">Sobia Khan</a></span> </div> </div>  <div class="entry-title img-bg orientation-landscape"> <div class="tile-image-wrapper"><img width="1280" height="680" src="https://blogs.nvidia.com/wp-content/uploads/2024/11/baku-azerbaijan.jpeg.jpg" class="attachment-medium_large size-medium_large" alt="" decoding="async" fetchpriority="high" srcset="https://blogs.nvidia.com/wp-content/uploads/2024/11/baku-azerbaijan.jpeg.jpg 1280w, https://blogs.nvidia.com/wp-content/uploads/2024/11/baku-azerbaijan.jpeg-960x510.jpg 960w" sizes="(max-width: 1280px) 100vw, 1280px" /></div> </div> </header>  <div class="entry-meta-social"> <div class="share-count-section"> <span class="share-text"> <span class="icon icon-share"></span> Share </span> </div> <ul class="entry-meta-social-links-list"> <li><a href="https://twitter.com/intent/tweet?text=AI at COP29: Balancing Innovation and Sustainability https%3A%2F%2Fblogs.nvidia.com%2Fblog%2Fcop29-energy-efficiency-panel%2F" class="nvb4-social-share-link for-twitter" target="_blank"> <span class="icon icon-twitter"></span> </a></li><li><a href="https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fblogs.nvidia.com%2Fblog%2Fcop29-energy-efficiency-panel%2F" class="nvb4-social-share-link for-facebook" target="_blank"> <span class="icon icon-facebook"></span> </a></li><li><a href="http://news.ycombinator.com/submitlink?u=https%3A%2F%2Fblogs.nvidia.com%2Fblog%2Fcop29-energy-efficiency-panel%2F&t=AI+at+COP29%3A+Balancing+Innovation+and+Sustainability+%7C+NVIDIA+Blog" class="nvb4-social-share-link for-hacker-news" target="_blank"> <span class="icon icon-hacker-news"></span> </a></li><li><a href="https://www.linkedin.com/shareArticle?mini=true&url=https%3A%2F%2Fblogs.nvidia.com%2Fblog%2Fcop29-energy-efficiency-panel%2F&title=AI+at+COP29%3A+Balancing+Innovation+and+Sustainability+%7C+NVIDIA+Blog" class="nvb4-social-share-link for-linkedin" target="_blank"> <span class="icon icon-linkedin"></span> </a></li><li><a href="#ea-share-count-email"class="ea-share-count-button style- ea-share-no-count email" data-postid="75811" data-nonce="ef5b13e7ba""><span class="ea-share-count-icon-label"><i class="ea-share-count-icon easc-envelope"></i><span class="ea-share-count-label">Email</span></span><span class="ea-share-count">0</span></a></li> </ul> </div> <div class="entry-content"> <span class="bsf-rt-reading-time"><span class="bsf-rt-display-label" prefix="Reading Time:"></span> <span class="bsf-rt-display-time" reading_time="4"></span> <span class="bsf-rt-display-postfix" postfix="mins"></span></span><div id="bsf_rt_marker"></div><p>As COP29 attendees gather in Baku, Azerbaijan, to tackle climate change, the role AI plays in environmental sustainability is front and center.</p> <p>A panel hosted by Deloitte brought together industry leaders to explore ways to reduce AI’s environmental footprint and align its growth with climate goals.</p> <p>Experts from Crusoe Energy Systems, EON, the International Energy Agency (IEA) and NVIDIA sat down for a conversation about the energy efficiency of AI.</p> <h2><b>The Environmental Impact of AI</b></h2> <p>Deloitte’s recent report, “<a target="_blank" href="https://www.deloitte.com/global/en/issues/climate/powering-ai.html">Powering Artificial Intelligence: A study of AI’s environmental footprint</a>,” shows AI’s potential to drive a climate-neutral economy. The study looks at how organizations can achieve “Green AI” in the coming decades and addresses AI’s energy use.</p> <p>Deloitte analysis predicts that AI adoption will fuel data center power demand, likely reaching 1,000 terawatt-hours (TWh) by 2030, and potentially climbing to 2,000 TWh by 2050. This will account for 3% of global electricity consumption, indicating faster growth than in other uses like electric cars and green hydrogen production.</p> <p>While data centers currently consume around 2% of total electricity, and AI is a small fraction of that, the discussion at COP29 emphasized the need to meet rising energy demands with clean energy sources to support global climate goals.</p> <h2><b>Energy Efficiency From the Ground Up<a href="https://blogs.nvidia.com/wp-content/uploads/2024/11/cop29-panel-scaled.jpeg"><img decoding="async" class="alignright wp-image-75833" src="https://blogs.nvidia.com/wp-content/uploads/2024/11/cop29-panel-960x1099.jpeg" alt="" width="328" height="375" srcset="https://blogs.nvidia.com/wp-content/uploads/2024/11/cop29-panel-960x1099.jpeg 960w, https://blogs.nvidia.com/wp-content/uploads/2024/11/cop29-panel-1680x1924.jpeg 1680w, https://blogs.nvidia.com/wp-content/uploads/2024/11/cop29-panel-1280x1466.jpeg 1280w, https://blogs.nvidia.com/wp-content/uploads/2024/11/cop29-panel-1341x1536.jpeg 1341w, https://blogs.nvidia.com/wp-content/uploads/2024/11/cop29-panel-scaled.jpeg 1788w" sizes="(max-width: 328px) 100vw, 328px" /></a></b></h2> <p>NVIDIA is prioritizing energy-efficient data center operations with innovations like liquid-cooled GPUs. Direct-to-chip liquid cooling allows data centers to cool systems more effectively than traditional air conditioning, consuming less power and water.</p> <p>“We see a very rapid trend toward direct-to-chip liquid cooling, which means water demands in data centers are dropping dramatically right now,” said Josh Parker, senior director of legal – corporate sustainability at NVIDIA.</p> <p>As AI continues to scale, the future of data centers will hinge on designing for <a target="_blank" href="https://www.nvidia.com/en-us/glossary/energy-efficiency/">energy efficiency</a> from the outset. By prioritizing energy efficiency from the ground up, data centers can meet the growing demands of AI while contributing to a more sustainable future.</p> <p>Parker emphasized that existing data center infrastructure is becoming dated and less efficient. “The data shows that it’s 10x more efficient to run workloads on accelerated computing platforms than on traditional data center platforms,” he said. “There’s a huge opportunity for us to reduce the energy consumed in existing infrastructures.”</p> <h2><b>The Path to Green Computing</b></h2> <p>AI has the potential to play a large role in moving toward climate-neutral economies, according to Deloitte’s study. This approach, often called Green AI, involves reducing the environmental impact of AI throughout the value chain with practices like purchasing renewable energy and improving hardware design.</p> <p>Until now, Green AI has mostly been led by industry leaders. Take <a target="_blank" href="https://www.nvidia.com/en-us/data-center/solutions/accelerated-computing/">accelerated computing</a>, for instance, which is all about doing more with less. It uses special hardware — like GPUs — to perform tasks faster and with less energy than general-purpose servers that use CPUs, which handle a task at a time.</p> <p>That’s why accelerated computing is <a target="_blank" href="https://www.nvidia.com/en-us/data-center/sustainable-computing/?ncid=so-link-848252-vt04">sustainable computing</a>.</p> <p>“Accelerated computing is actually the most energy-efficient platform that we’ve seen for AI but also for a lot of other computing applications,” said Parker.</p> <p>“The trend in energy efficiency for accelerated computing over the last several years shows a 100,000x reduction in energy consumption. And just in the past 2 years, we’ve become 25x more efficient for AI inference. That’s a 96% reduction in energy for the same computational workload,” he said.</p> <p><a href="https://blogs.nvidia.com/wp-content/uploads/2024/11/image1.png"><img decoding="async" class="aligncenter size-full wp-image-75821" src="https://blogs.nvidia.com/wp-content/uploads/2024/11/image1.png" alt="Accelerated computing is sustainable computing" width="1378" height="800" srcset="https://blogs.nvidia.com/wp-content/uploads/2024/11/image1.png 1378w, https://blogs.nvidia.com/wp-content/uploads/2024/11/image1-960x557.png 960w, https://blogs.nvidia.com/wp-content/uploads/2024/11/image1-1280x743.png 1280w" sizes="(max-width: 1378px) 100vw, 1378px" /></a></p> <p> </p> <h2><b>Reducing Energy Consumption Across Sectors</b></h2> <p>Innovations like the <a target="_blank" href="https://www.nvidia.com/en-gb/data-center/technologies/blackwell-architecture/">NVIDIA Blackwell</a> and <a target="_blank" href="https://nvidianews.nvidia.com/news/nvidia-grace-hopper-ignites-new-era-of-ai-supercomputing">Hopper</a> architectures significantly improve energy efficiency with each new generation. NVIDIA Blackwell is 25x more energy-efficient for large language models, and the NVIDIA H100 Tensor Core GPU is 20x more efficient than CPUs for complex workloads.</p> <p>“AI has the potential to make other sectors much more energy efficient,” said Parker. <a href="https://blogs.nvidia.com/blog/grace-hopper-murex-mx-3/">Murex</a>, a financial services firm, achieved a 4x reduction in energy use and 7x faster performance with the NVIDIA Grace Hopper Superchip.</p> <p>“In manufacturing, we’re seeing around 30% reductions in energy requirements if you use AI to help optimize the manufacturing process through digital twins,” he said.</p> <p>For example, manufacturing company <a href="https://blogs.nvidia.com/blog/digital-twins-modulus-wistron/">Wistron</a> improved energy efficiency using digital twins and <a target="_blank" href="https://www.nvidia.com/en-us/omniverse/">NVIDIA Omniverse</a>, a platform for developing OpenUSD applications for industrial digitalization and physical AI simulation. The company reduced its electricity consumption by 120,000 kWh and carbon emissions by 60,000 kg annually.</p> <h2><b>A Tool for Energy Management</b></h2> <p>Deloitte reports that AI can help optimize resource use and reduce emissions, playing a crucial role in energy management. This means it has the potential to lower the impact of industries beyond its own carbon footprint.</p> <p>Combined with <a target="_blank" href="https://resources.nvidia.com/en-us-cross-industry-briefcase/watch-92?ncid=no-ncid">digital twins</a>, AI is transforming energy management systems by improving the reliability of renewable sources like <a target="_blank" href="https://resources.nvidia.com/en-us-cross-industry-briefcase/watch-92?ncid=no-ncid">solar and wind farms</a>. It’s also being used to optimize facility layouts, monitor equipment, stabilize power grids and predict climate patterns, aiding in global efforts to reduce carbon emissions.</p> <p>COP29 discussions emphasized the importance of powering AI infrastructure with renewables and setting ethical guidelines. By innovating with the environment in mind, industries can use AI to build a more sustainable world.</p> <p><i>Watch a replay of the </i><a target="_blank" href="https://www.linkedin.com/events/7254972136748900353/comments/"><i>on-demand COP29 panel discussion</i></a><i>.</i></p> <div class="has-social-placeholder has-content-area" data-url="https://blogs.nvidia.com/blog/cop29-energy-efficiency-panel/" data-title="AI at COP29: Balancing Innovation and Sustainability" data-hashtags="" data-post-id="75811"></div> <footer id="post-footer" class="entry-footer "> <div class="entry-footer-categories"><span class="cat-links">Categories: <a href="https://blogs.nvidia.com/blog/category/corporate/corporate-sustainability/" rel="category tag">Corporate Sustainability</a> | <a href="https://blogs.nvidia.com/blog/category/enterprise/" rel="category tag">Data Center</a></span></div><div class="entry-footer-tags"><span class="tags-links">Tags: <a href="https://blogs.nvidia.com/blog/tag/artificial-intelligence/" rel="tag">Artificial Intelligence</a> | <a href="https://blogs.nvidia.com/blog/tag/events/" rel="tag">Events</a> | <a href="https://blogs.nvidia.com/blog/tag/social-impact/" rel="tag">Social Impact</a></span></div><div id="disqus_thread"></div> </footer> </div> <div id="secondary" class="single-latest-news-widget-area" role="complementary"> <aside id="nvb5_subscribe_widget-2" class="widget NVB5_Subscribe_Widget"> <div class="subscribe-wrapper"> <img src="https://blogs.nvidia.com/the-ai-podcast-2/" alt="Subscribe Widget"> <a href="https://soundcloud.com/theaipodcast" class="subscribe-inner"> </a> </div> </aside><aside id="nvb5categorynewswidget-3" class="widget NVB5CategoryNewsWidget"><h3 class="widget-title">All NVIDIA News</h3> <div class="category-latest-news"> <article class="excerpt post-75841 post type-post status-publish format-standard has-post-thumbnail hentry category-enterprise category-supercomputing tag-cuda tag-nvidia-hopper-architecture loop-item-1 for-pagenum-1" id="post-75841" data-post-id="75841" > <div class="inner for-hentry img-bg orientation-landscape"> <div class="tile-image-wrapper"><img width="960" height="510" src="https://blogs.nvidia.com/wp-content/uploads/2024/11/hpc-corp-blog-t500-blog-1280x680-1-960x510.jpg" class="attachment-medium size-medium" alt="" decoding="async" loading="lazy" srcset="https://blogs.nvidia.com/wp-content/uploads/2024/11/hpc-corp-blog-t500-blog-1280x680-1-960x510.jpg 960w, https://blogs.nvidia.com/wp-content/uploads/2024/11/hpc-corp-blog-t500-blog-1280x680-1.jpg 1280w" sizes="(max-width: 960px) 100vw, 960px" /></div> <div class="inner2 for-hentry no-gradient"> <a href="https://blogs.nvidia.com/blog/top500-supercomputers-sc24/" class="aggregation-card-link" title="The Need for Speed: NVIDIA Accelerates Majority of World’s Supercomputers to Drive Advancements in Science and Technology"></a> </div> </div> <div class="title-excerpt"> <p class="entry-title"> <a href="https://blogs.nvidia.com/blog/top500-supercomputers-sc24/" class="entry-title-text"> The Need for Speed: NVIDIA Accelerates Majority of World’s Supercomputers to Drive Advancements in Science and Technology </a> </p> </div> </article> <article class="excerpt post-75776 post type-post status-publish format-standard has-post-thumbnail hentry category-the-ai-podcast tag-artificial-intelligence tag-energy loop-item-1 for-pagenum-1" id="post-75776" data-post-id="75776" > <div class="inner for-hentry img-bg orientation-landscape"> <div class="tile-image-wrapper"><img width="960" height="638" src="https://blogs.nvidia.com/wp-content/uploads/2018/05/ai-podcast-960x638.jpg" class="attachment-medium size-medium" alt="NVIDIA AI Podcast" decoding="async" loading="lazy" srcset="https://blogs.nvidia.com/wp-content/uploads/2018/05/ai-podcast-960x638.jpg 960w, https://blogs.nvidia.com/wp-content/uploads/2018/05/ai-podcast-1280x851.jpg 1280w, https://blogs.nvidia.com/wp-content/uploads/2018/05/ai-podcast.jpg 1400w" sizes="(max-width: 960px) 100vw, 960px" /></div> <div class="inner2 for-hentry no-gradient"> <a href="https://blogs.nvidia.com/blog/department-of-energy-ai-podcast/" class="aggregation-card-link" title="How the Department of Energy’s AI Initiatives Are Transforming Science, Industry and Government"></a> </div> </div> <div class="title-excerpt"> <p class="entry-title"> <a href="https://blogs.nvidia.com/blog/department-of-energy-ai-podcast/" class="entry-title-text"> How the Department of Energy’s AI Initiatives Are Transforming Science, Industry and Government </a> </p> </div> </article> <article class="excerpt post-75796 post type-post status-publish format-standard has-post-thumbnail hentry category-cloud-2 category-enterprise category-hardware tag-artificial-intelligence tag-nvidia-blackwell-platform tag-nvidia-nim tag-nvidia-quantum-2 tag-nvidia-rtx tag-omniverse loop-item-1 for-pagenum-1" id="post-75796" data-post-id="75796" > <div class="inner for-hentry img-bg orientation-landscape"> <div class="tile-image-wrapper"><img width="960" height="518" src="https://blogs.nvidia.com/wp-content/uploads/2024/04/partner-blog-microsoft-promo-1260x680-1-960x518.png" class="attachment-medium size-medium" alt="" decoding="async" loading="lazy" srcset="https://blogs.nvidia.com/wp-content/uploads/2024/04/partner-blog-microsoft-promo-1260x680-1-960x518.png 960w, https://blogs.nvidia.com/wp-content/uploads/2024/04/partner-blog-microsoft-promo-1260x680-1.png 1260w" sizes="(max-width: 960px) 100vw, 960px" /></div> <div class="inner2 for-hentry no-gradient"> <a href="https://blogs.nvidia.com/blog/microsoft-ignite-blackwell-omniverse-rtx-ai/" class="aggregation-card-link" title="NVIDIA and Microsoft Showcase Blackwell Preview, Omniverse Industrial AI and RTX AI PCs at Microsoft Ignite"></a> </div> </div> <div class="title-excerpt"> <p class="entry-title"> <a href="https://blogs.nvidia.com/blog/microsoft-ignite-blackwell-omniverse-rtx-ai/" class="entry-title-text"> NVIDIA and Microsoft Showcase Blackwell Preview, Omniverse Industrial AI and RTX AI PCs at Microsoft Ignite </a> </p> </div> </article> <article class="excerpt post-75786 post type-post status-publish format-standard has-post-thumbnail hentry category-generative-ai tag-ai-decoded tag-artificial-intelligence tag-geforce tag-nvidia-rtx loop-item-1 for-pagenum-1" id="post-75786" data-post-id="75786" > <div class="inner for-hentry img-bg orientation-landscape"> <div class="tile-image-wrapper"><img width="960" height="510" src="https://blogs.nvidia.com/wp-content/uploads/2024/11/microsoft-ignite-nv-blog-1280x680-1-960x510.jpg" class="attachment-medium size-medium" alt="" decoding="async" loading="lazy" srcset="https://blogs.nvidia.com/wp-content/uploads/2024/11/microsoft-ignite-nv-blog-1280x680-1-960x510.jpg 960w, https://blogs.nvidia.com/wp-content/uploads/2024/11/microsoft-ignite-nv-blog-1280x680-1.jpg 1280w" sizes="(max-width: 960px) 100vw, 960px" /></div> <div class="inner2 for-hentry no-gradient"> <a href="https://blogs.nvidia.com/blog/ai-decoded-microsoft-ignite-rtx/" class="aggregation-card-link" title="Microsoft and NVIDIA Supercharge AI Development on RTX AI PCs"></a> </div> </div> <div class="title-excerpt"> <p class="entry-title"> <a href="https://blogs.nvidia.com/blog/ai-decoded-microsoft-ignite-rtx/" class="entry-title-text"> Microsoft and NVIDIA Supercharge AI Development on RTX AI PCs </a> </p> </div> </article> <article class="excerpt post-75690 post type-post status-publish format-standard has-post-thumbnail hentry category-corporate category-enterprise category-supercomputing loop-item-1 for-pagenum-1" id="post-75690" data-post-id="75690" > <div class="inner for-hentry img-bg orientation-landscape"> <div class="tile-image-wrapper"><img width="960" height="510" src="https://blogs.nvidia.com/wp-content/uploads/2024/11/sc24-corp-blog-jhh-special-address-1280x680-2-960x510.png" class="attachment-medium size-medium" alt="Jensen Huang" decoding="async" loading="lazy" srcset="https://blogs.nvidia.com/wp-content/uploads/2024/11/sc24-corp-blog-jhh-special-address-1280x680-2-960x510.png 960w, https://blogs.nvidia.com/wp-content/uploads/2024/11/sc24-corp-blog-jhh-special-address-1280x680-2.png 1280w" sizes="(max-width: 960px) 100vw, 960px" /></div> <div class="inner2 for-hentry no-gradient"> <a href="https://blogs.nvidia.com/blog/supercomputing-24/" class="aggregation-card-link" title="AI Will Drive Scientific Breakthroughs, NVIDIA CEO Says at SC24"></a> </div> </div> <div class="title-excerpt"> <p class="entry-title"> <a href="https://blogs.nvidia.com/blog/supercomputing-24/" class="entry-title-text"> AI Will Drive Scientific Breakthroughs, NVIDIA CEO Says at SC24 </a> </p> </div> </article> </div> </aside></div> <div class="clearfix"></div> </article> <nav class="navigation post-navigation nvb4-post-navigation" role="navigation"> <h2 class="screen-reader-text">Post navigation</h2> <div class="nvb4-single-post-pagination"> <div class="for-next js-for-next"> <a href="https://blogs.nvidia.com/blog/department-of-energy-ai-podcast/?nv_excludes=75776,75811" title="AI at COP29: Balancing Innovation and Sustainability"></a> </div> </div> </nav> </div> </main> </div> </div> </div> <footer id="colophon" class="site-footer" role="contentinfo"> <div class="inner for-colophon">  <div class="footer-area-1"> <nav class="footer-menu-1-slot" role="navigation"> <h3 class="menu-title">Corporate Information</h3> <div class="menu-corporate-information-container"><ul id="footer-menu-1" class="menu"><li id="menu-item-51253" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-51253"><a href="https://www.nvidia.com/en-us/about-nvidia/">About NVIDIA</a></li> <li id="menu-item-51254" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-51254"><a href="https://www.nvidia.com/en-us/about-nvidia/ai-computing/">Corporate Overview</a></li> <li id="menu-item-51255" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-51255"><a href="https://www.nvidia.com/en-us/technologies/">Technologies</a></li> <li id="menu-item-51256" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-51256"><a href="https://www.nvidia.com/en-us/research/">NVIDIA Research</a></li> <li id="menu-item-51257" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-51257"><a href="https://investor.nvidia.com/home/default.aspx">Investors</a></li> <li id="menu-item-51258" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-51258"><a href="https://www.nvidia.com/en-us/csr/">Social Responsibility</a></li> <li id="menu-item-51259" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-51259"><a href="https://www.nvidia.com/en-us/foundation/">NVIDIA Foundation</a></li> </ul></div> </nav> <nav class="footer-menu-2-slot" role="navigation"> <h3 class="menu-title">Get Involved</h3> <div class="menu-get-involved-container"><ul id="footer-menu-2" class="menu"><li id="menu-item-51267" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-51267"><a href="https://www.nvidia.com/en-us/forums/">Forums</a></li> <li id="menu-item-51268" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-51268"><a href="https://www.nvidia.com/en-us/about-nvidia/careers/">Careers</a></li> <li id="menu-item-51269" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-51269"><a href="https://developer.nvidia.com/">Developer Home</a></li> <li id="menu-item-51270" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-51270"><a href="https://developer.nvidia.com/developer-program">Join the Developer Program</a></li> <li id="menu-item-51271" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-51271"><a href="https://www.nvidia.com/en-us/about-nvidia/partners/">NVIDIA Partner Network</a></li> <li id="menu-item-51272" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-51272"><a href="https://www.nvidia.com/en-us/deep-learning-ai/startups/">NVIDIA Inception</a></li> <li id="menu-item-51273" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-51273"><a href="https://www.nvidia.com/en-us/deep-learning-ai/startups/venture-capital/">Resources for Venture Capitalists</a></li> <li id="menu-item-51274" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-51274"><a href="https://www.nventures.ai/">Venture Capital (NVentures)</a></li> <li id="menu-item-51275" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-51275"><a href="https://www.nvidia.com/en-us/training/">Technical Training</a></li> <li id="menu-item-51276" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-51276"><a href="https://academy.nvidia.com/en/">Training for IT Professionals</a></li> <li id="menu-item-51277" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-51277"><a href="https://www.nvidia.com/en-us/ai-data-science/professional-services/">Professional Services for Data Science</a></li> </ul></div> </nav> <nav class="footer-menu-3-slot" role="navigation"> <h3 class="menu-title">News & Events</h3> <div class="menu-news-events-container"><ul id="footer-menu-3" class="menu"><li id="menu-item-51283" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-51283"><a href="https://nvidianews.nvidia.com/">Newsroom</a></li> <li id="menu-item-51284" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-home menu-item-51284"><a href="https://blogs.nvidia.com/">NVIDIA Blog</a></li> <li id="menu-item-55155" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-55155"><a href="https://developer.nvidia.com/blog/">NVIDIA Technical Blog</a></li> <li id="menu-item-51285" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-51285"><a href="https://www.nvidia.com/en-us/about-nvidia/webinar-portal/">Webinars</a></li> <li id="menu-item-51286" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-51286"><a href="https://www.nvidia.com/en-us/preferences/email-signup/">Stay Informed</a></li> <li id="menu-item-51287" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-51287"><a href="https://www.nvidia.com/en-us/events/">Events Calendar</a></li> <li id="menu-item-51288" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-51288"><a href="https://www.nvidia.com/en-us/gtc/">NVIDIA GTC</a></li> <li id="menu-item-51289" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-51289"><a href="https://www.nvidia.com/en-us/on-demand/">NVIDIA On-Demand</a></li> </ul></div> </nav> </div>  <div class="footer-area-2"> <div class="explore-cta"> <a href="https://www.nvidia.com/en-us/contact/social/"> <div class="explore-cta-icon-wrapper"> <span class="icon icon-plus"></span> </div> <div class="explore-cta-text"> <div class="explore-cta-text-inner"> Explore our regional blogs and other social networks</div> </div> </a> </div> </div>  <div class="footer-area-3"> </div> </div> <div id="white-footer"> <div class="inner for-colophon"> <div class="area footer-area-4"> <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"> <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> <image src="images/nvidia-logo.png" alt="NVIDIA" title="NVIDIA" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href=""></image> </svg> <div class="site-info"> <ul class="site-info-list"><li id="menu-item-75131"><a href="https://www.nvidia.com/en-us/about-nvidia/privacy-policy/">Privacy Policy</a></li> <li id="menu-item-75132"><a href="https://www.nvidia.com/en-us/privacy-center/">Manage My Privacy</a></li> <li id="menu-item-75133"><a href="https://www.nvidia.com/en-us/about-nvidia/legal-info/">Legal</a></li> <li id="menu-item-75134"><a href="https://www.nvidia.com/en-us/about-nvidia/accessibility/">Accessibility</a></li> <li id="menu-item-75135"><a href="https://www.nvidia.com/en-us/product-security/">Product Security</a></li> <li id="menu-item-75136"><a href="https://www.nvidia.com/en-us/contact/">Contact</a></li> </ul> <div class="copyright"> Copyright © 2024 NVIDIA Corporation </div> </div> </div> <div class="area footer-area-5"> <a href="https://www.nvidia.com/en-us/location-selector/"> USA - United States </a> </div> </div> </div> </footer> </div> <link rel='stylesheet' id='highlight-and-share-css' href='https://blogs.nvidia.com/wp-content/plugins/highlight-and-share/dist/has-themes.css?ver=5.0.1' type='text/css' media='all' /> <script type="text/javascript"> /** * We define our custom disqus configs here. This function is invoked from: * /disqus-comment-system/public/js/comment_embed.js by variable `disqus_config_custom` */ var disqus_config = function () { this.language = "en"; }; </script><div id="bsf_rt_progress_bar_container" class="progress-container-top"> <div class="progress-bar" id="bsf_rt_progress_bar"></div> </div><div id="has-highlight-and-share"><div class="highlight-and-share-wrapper theme-default orientation-horizontal show-has-labels"> <style> .highlight-and-share-wrapper div.has-tooltip:hover:after { background-color: #000000 !important; color: #FFFFFF !important; } </style> <div class="has_twitter has-tooltip" style="display: none;" data-type="twitter" data-tooltip="Share on X"><a href="https://x.com/intent/tweet?via=%username%&url=%url%&text=%prefix%%text%%suffix%&hashtags=%hashtags%" target="_blank" rel="nofollow"><svg class="has-icon"><use xlink:href="#has-twitter-icon"></use></svg><span class="has-text"> Share This</span></a></div><div class="has_facebook has-tooltip" style="display: none;" data-type="facebook" data-tooltip="Share on Facebook"><a href="https://www.facebook.com/sharer/sharer.php?u=%url%&t=%title%" target="_blank" rel="nofollow"><svg class="has-icon"><use xlink:href="#has-facebook-icon"></use></svg><span class="has-text"> Facebook</span></a></div><div class="has_linkedin has-tooltip" style="display: none;" data-type="linkedin" data-tooltip="Share on LinkedIn"><a href="https://www.linkedin.com/sharing/share-offsite/?mini=true&url=%url%&title=%title%" target="_blank" rel="nofollow"><svg class="has-icon"><use xlink:href="#has-linkedin-icon"></use></svg><span class="has-text"> LinkedIn</span></a></div><div class="has_email has_email_form has-tooltip" style="display: none;" data-type="email" data-title="%title%" data-url="%url%" data-tooltip="Share via email"><a href="https://blogs.nvidia.com/wp-admin/admin-ajax.php?action=has_email_social_modal&permalink=%url%&nonce=e7cee3a987&text=%prefix%%text%%suffix%&post_id=75811&type=%type%" target="_blank" rel="nofollow"><svg class="has-icon"><use xlink:href="#has-email-icon"></use></svg><span class="has-text"> Email</span></a></div></div></div> <svg width="0" height="0" class="hidden" style="display: none;"> <symbol aria-hidden="true" data-prefix="fas" data-icon="twitter" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" id="has-twitter-icon"> <g><path fill="currentColor" d="M18.244 2.25h3.308l-7.227 8.26 8.502 11.24H16.17l-5.214-6.817L4.99 21.75H1.68l7.73-8.835L1.254 2.25H8.08l4.713 6.231zm-1.161 17.52h1.833L7.084 4.126H5.117z"></path></g> </symbol> <symbol aria-hidden="true" data-prefix="fas" data-icon="facebook" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 320 512" id="has-facebook-icon"> <path fill="currentColor" d="M279.14 288l14.22-92.66h-88.91v-60.13c0-25.35 12.42-50.06 52.24-50.06h40.42V6.26S260.43 0 225.36 0c-73.22 0-121.08 44.38-121.08 124.72v70.62H22.89V288h81.39v224h100.17V288z"></path> </symbol> <symbol aria-hidden="true" data-prefix="fas" data-icon="at" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512" id="has-email-icon"> <path fill="currentColor" d="M256 8C118.941 8 8 118.919 8 256c0 137.059 110.919 248 248 248 48.154 0 95.342-14.14 135.408-40.223 12.005-7.815 14.625-24.288 5.552-35.372l-10.177-12.433c-7.671-9.371-21.179-11.667-31.373-5.129C325.92 429.757 291.314 440 256 440c-101.458 0-184-82.542-184-184S154.542 72 256 72c100.139 0 184 57.619 184 160 0 38.786-21.093 79.742-58.17 83.693-17.349-.454-16.91-12.857-13.476-30.024l23.433-121.11C394.653 149.75 383.308 136 368.225 136h-44.981a13.518 13.518 0 0 0-13.432 11.993l-.01.092c-14.697-17.901-40.448-21.775-59.971-21.775-74.58 0-137.831 62.234-137.831 151.46 0 65.303 36.785 105.87 96 105.87 26.984 0 57.369-15.637 74.991-38.333 9.522 34.104 40.613 34.103 70.71 34.103C462.609 379.41 504 307.798 504 232 504 95.653 394.023 8 256 8zm-21.68 304.43c-22.249 0-36.07-15.623-36.07-40.771 0-44.993 30.779-72.729 58.63-72.729 22.292 0 35.601 15.241 35.601 40.77 0 45.061-33.875 72.73-58.161 72.73z"></path> </symbol> <symbol aria-hidden="true" data-prefix="fas" data-icon="linkedin" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512" id="has-linkedin-icon"> <path fill="currentColor" d="M100.28 448H7.4V148.9h92.88zM53.79 108.1C24.09 108.1 0 83.5 0 53.8a53.79 53.79 0 0 1 107.58 0c0 29.7-24.1 54.3-53.79 54.3zM447.9 448h-92.68V302.4c0-34.7-.7-79.2-48.29-79.2-48.29 0-55.69 37.7-55.69 76.7V448h-92.78V148.9h89.08v40.8h1.3c12.4-23.5 42.69-48.3 87.88-48.3 94 0 111.28 61.9 111.28 142.3V448z"></path> </symbol> <symbol aria-hidden="true" data-prefix="fas" data-icon="xing" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 384 512" id="has-xing-icon"> <path fill="currentColor" d="M162.7 210c-1.8 3.3-25.2 44.4-70.1 123.5-4.9 8.3-10.8 12.5-17.7 12.5H9.8c-7.7 0-12.1-7.5-8.5-14.4l69-121.3c.2 0 .2-.1 0-.3l-43.9-75.6c-4.3-7.8.3-14.1 8.5-14.1H100c7.3 0 13.3 4.1 18 12.2l44.7 77.5zM382.6 46.1l-144 253v.3L330.2 466c3.9 7.1.2 14.1-8.5 14.1h-65.2c-7.6 0-13.6-4-18-12.2l-92.4-168.5c3.3-5.8 51.5-90.8 144.8-255.2 4.6-8.1 10.4-12.2 17.5-12.2h65.7c8 0 12.3 6.7 8.5 14.1z"></path> </symbol> <symbol aria-hidden="true" data-prefix="fas" data-icon="whatsapp" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512" id="has-whatsapp-icon"> <path fill="currentColor" d="M380.9 97.1C339 55.1 283.2 32 223.9 32c-122.4 0-222 99.6-222 222 0 39.1 10.2 77.3 29.6 111L0 480l117.7-30.9c32.4 17.7 68.9 27 106.1 27h.1c122.3 0 224.1-99.6 224.1-222 0-59.3-25.2-115-67.1-157zm-157 341.6c-33.2 0-65.7-8.9-94-25.7l-6.7-4-69.8 18.3L72 359.2l-4.4-7c-18.5-29.4-28.2-63.3-28.2-98.2 0-101.7 82.8-184.5 184.6-184.5 49.3 0 95.6 19.2 130.4 54.1 34.8 34.9 56.2 81.2 56.1 130.5 0 101.8-84.9 184.6-186.6 184.6zm101.2-138.2c-5.5-2.8-32.8-16.2-37.9-18-5.1-1.9-8.8-2.8-12.5 2.8-3.7 5.6-14.3 18-17.6 21.8-3.2 3.7-6.5 4.2-12 1.4-32.6-16.3-54-29.1-75.5-66-5.7-9.8 5.7-9.1 16.3-30.3 1.8-3.7.9-6.9-.5-9.7-1.4-2.8-12.5-30.1-17.1-41.2-4.5-10.8-9.1-9.3-12.5-9.5-3.2-.2-6.9-.2-10.6-.2-3.7 0-9.7 1.4-14.8 6.9-5.1 5.6-19.4 19-19.4 46.3 0 27.3 19.9 53.7 22.6 57.4 2.8 3.7 39.1 59.7 94.8 83.8 35.2 15.2 49 16.5 66.6 13.9 10.7-1.6 32.8-13.4 37.4-26.4 4.6-13 4.6-24.1 3.2-26.4-1.3-2.5-5-3.9-10.5-6.6z"></path> </symbol> <symbol aria-hidden="true" data-prefix="fas" data-icon="copy" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512" id="has-copy-icon"> <path fill="currentColor" d="M320 448v40c0 13.255-10.745 24-24 24H24c-13.255 0-24-10.745-24-24V120c0-13.255 10.745-24 24-24h72v296c0 30.879 25.121 56 56 56h168zm0-344V0H152c-13.255 0-24 10.745-24 24v368c0 13.255 10.745 24 24 24h272c13.255 0 24-10.745 24-24V128H344c-13.2 0-24-10.8-24-24zm120.971-31.029L375.029 7.029A24 24 0 0 0 358.059 0H352v96h96v-6.059a24 24 0 0 0-7.029-16.97z"></path> </symbol> <symbol aria-hidden="true" data-prefix="fas" data-icon="share" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512" id="has-share-icon"> <path fill="currentColor" d="M352 320c-22.608 0-43.387 7.819-59.79 20.895l-102.486-64.054a96.551 96.551 0 0 0 0-41.683l102.486-64.054C308.613 184.181 329.392 192 352 192c53.019 0 96-42.981 96-96S405.019 0 352 0s-96 42.981-96 96c0 7.158.79 14.13 2.276 20.841L155.79 180.895C139.387 167.819 118.608 160 96 160c-53.019 0-96 42.981-96 96s42.981 96 96 96c22.608 0 43.387-7.819 59.79-20.895l102.486 64.054A96.301 96.301 0 0 0 256 416c0 53.019 42.981 96 96 96s96-42.981 96-96-42.981-96-96-96z"></path> </symbol> <symbol aria-hidden="true" data-prefix="fab" data-icon="reddit" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512" id="has-reddit-icon"> <path fill="currentColor" d="M440.3 203.5c-15 0-28.2 6.2-37.9 15.9-35.7-24.7-83.8-40.6-137.1-42.3L293 52.3l88.2 19.8c0 21.6 17.6 39.2 39.2 39.2 22 0 39.7-18.1 39.7-39.7s-17.6-39.7-39.7-39.7c-15.4 0-28.7 9.3-35.3 22l-97.4-21.6c-4.9-1.3-9.7 2.2-11 7.1L246.3 177c-52.9 2.2-100.5 18.1-136.3 42.8-9.7-10.1-23.4-16.3-38.4-16.3-55.6 0-73.8 74.6-22.9 100.1-1.8 7.9-2.6 16.3-2.6 24.7 0 83.8 94.4 151.7 210.3 151.7 116.4 0 210.8-67.9 210.8-151.7 0-8.4-.9-17.2-3.1-25.1 49.9-25.6 31.5-99.7-23.8-99.7zM129.4 308.9c0-22 17.6-39.7 39.7-39.7 21.6 0 39.2 17.6 39.2 39.7 0 21.6-17.6 39.2-39.2 39.2-22 .1-39.7-17.6-39.7-39.2zm214.3 93.5c-36.4 36.4-139.1 36.4-175.5 0-4-3.5-4-9.7 0-13.7 3.5-3.5 9.7-3.5 13.2 0 27.8 28.5 120 29 149 0 3.5-3.5 9.7-3.5 13.2 0 4.1 4 4.1 10.2.1 13.7zm-.8-54.2c-21.6 0-39.2-17.6-39.2-39.2 0-22 17.6-39.7 39.2-39.7 22 0 39.7 17.6 39.7 39.7-.1 21.5-17.7 39.2-39.7 39.2z"></path> </symbol> <symbol aria-hidden="true" data-prefix="fab" data-icon="telegram" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512" id="has-telegram-icon"> <path fill="currentColor" d="M446.7 98.6l-67.6 318.8c-5.1 22.5-18.4 28.1-37.3 17.5l-103-75.9-49.7 47.8c-5.5 5.5-10.1 10.1-20.7 10.1l7.4-104.9 190.9-172.5c8.3-7.4-1.8-11.5-12.9-4.1L117.8 284 16.2 252.2c-22.1-6.9-22.5-22.1 4.6-32.7L418.2 66.4c18.4-6.9 34.5 4.1 28.5 32.2z"></path> </symbol> <symbol aria-hidden="true" data-prefix="fab" data-icon="signal" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 256 256" id="has-signal-icon"> <g> <path d="M97.2800192,3.739673 L100.160021,15.3787704 C88.8306631,18.1647705 77.9879854,22.6484879 68.0000023,28.6777391 L61.8399988,18.3985363 C72.8467373,11.7537029 84.7951803,6.81153332 97.2800192,3.739673 Z M158.720055,3.739673 L155.840053,15.3787704 C167.169411,18.1647705 178.012089,22.6484879 188.000072,28.6777391 L194.200075,18.3985363 C183.180932,11.7499974 171.218739,6.80771878 158.720055,3.739673 L158.720055,3.739673 Z M18.3999736,61.8351679 C11.7546212,72.8410466 6.81206547,84.7885562 3.73996516,97.2724198 L15.3799719,100.152197 C18.1661896,88.8237238 22.6502573,77.981893 28.6799796,67.9946902 L18.3999736,61.8351679 Z M11.9999699,127.990038 C11.9961044,122.172725 12.4306685,116.363392 13.2999707,110.611385 L1.43996383,108.811525 C-0.479938607,121.525138 -0.479938607,134.454937 1.43996383,147.168551 L13.2999707,145.36869 C12.4306685,139.616684 11.9961044,133.807351 11.9999699,127.990038 L11.9999699,127.990038 Z M194.160075,237.581539 L188.000072,227.302336 C178.024494,233.327885 167.195565,237.811494 155.880053,240.601305 L158.760055,252.240403 C171.231048,249.164732 183.165742,244.222671 194.160075,237.581539 L194.160075,237.581539 Z M244.000104,127.990038 C244.00397,133.807351 243.569406,139.616684 242.700103,145.36869 L254.56011,147.168551 C256.480013,134.454937 256.480013,121.525138 254.56011,108.811525 L242.700103,110.611385 C243.569406,116.363392 244.00397,122.172725 244.000104,127.990038 Z M252.260109,158.707656 L240.620102,155.827879 C237.833884,167.156352 233.349817,177.998183 227.320094,187.985385 L237.6001,194.184905 C244.249159,183.166622 249.191823,171.205364 252.260109,158.707656 L252.260109,158.707656 Z M145.380047,242.701142 C133.858209,244.43447 122.141865,244.43447 110.620027,242.701142 L108.820026,254.560223 C121.534632,256.479975 134.465442,256.479975 147.180048,254.560223 L145.380047,242.701142 Z M221.380091,196.804701 C214.461479,206.174141 206.175877,214.452354 196.800077,221.362797 L203.920081,231.022048 C214.262958,223.418011 223.404944,214.303705 231.040097,203.984145 L221.380091,196.804701 Z M196.800077,34.6172785 C206.177345,41.5338058 214.463023,49.8188367 221.380091,59.1953726 L231.040097,51.9959309 C223.429284,41.6822474 214.31457,32.5682452 204.000081,24.9580276 L196.800077,34.6172785 Z M34.619983,59.1953726 C41.5370506,49.8188367 49.8227288,41.5338058 59.1999972,34.6172785 L51.9999931,24.9580276 C41.6855038,32.5682452 32.5707896,41.6822474 24.9599774,51.9959309 L34.619983,59.1953726 Z M237.6001,61.8351679 L227.320094,67.9946902 C233.346114,77.969489 237.830073,88.7975718 240.620102,100.1122 L252.260109,97.2324229 C249.184198,84.7624043 244.241751,72.8286423 237.6001,61.8351679 L237.6001,61.8351679 Z M110.620027,13.2989317 C122.141865,11.5656035 133.858209,11.5656035 145.380047,13.2989317 L147.180048,1.43985134 C134.465442,-0.479901112 121.534632,-0.479901112 108.820026,1.43985134 L110.620027,13.2989317 Z M40.7799866,234.201801 L15.9999722,239.981353 L21.7799756,215.203275 L10.0999688,212.463487 L4.3199655,237.241566 C3.3734444,241.28318 4.58320332,245.526897 7.51859925,248.462064 C10.4539952,251.39723 14.6980441,252.606895 18.7399738,251.660448 L43.4999881,245.980888 L40.7799866,234.201801 Z M12.5999703,201.764317 L24.279977,204.484106 L28.2799793,187.305438 C22.4496684,177.507146 18.1025197,166.899584 15.3799719,155.827879 L3.73996516,158.707656 C6.34937618,169.311891 10.3154147,179.535405 15.539972,189.125297 L12.5999703,201.764317 Z M68.6000027,227.762301 L51.4199927,231.761991 L54.1399943,243.441085 L66.7800016,240.501313 C76.3706428,245.725462 86.5949557,249.691191 97.2000192,252.300398 L100.080021,240.6613 C89.0307035,237.906432 78.4495684,233.532789 68.6800027,227.682307 L68.6000027,227.762301 Z M128.000037,23.9980665 C90.1565244,24.0177003 55.3105242,44.590631 37.01511,77.715217 C18.7196958,110.839803 19.8628631,151.287212 39.9999861,183.325747 L29.9999803,225.982439 L72.660005,215.983214 C110.077932,239.548522 158.307237,236.876754 192.892851,209.322653 C227.478464,181.768552 240.856271,135.358391 226.242944,93.6248278 C211.629616,51.8912646 172.221191,23.9617202 128.000037,23.9980665 Z" fill="currentColor"></path> </g> </symbol> <symbol aria-hidden="true" data-prefix="ok" data-icon="logo" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512" id="has-ok-icon"> <g> <path fill="currentColor" d="M357.1,324.5c-24.1,15.3-57.2,21.4-79.1,23.6l18.4,18.1l67,67c24.5,25.1-15.4,64.4-40.2,40.2c-16.8-17-41.4-41.6-67-67.3 l-67,67.2c-24.8,24.2-64.7-15.5-39.9-40.2c17-17,41.4-41.6,67-67l18.1-18.1c-21.6-2.3-55.3-8-79.6-23.6 c-28.6-18.5-41.2-29.3-30.1-51.8c6.5-12.8,24.3-23.6,48-5c0,0,31.9,25.4,83.4,25.4s83.4-25.4,83.4-25.4c23.6-18.5,41.4-7.8,48,5 C398.3,295.1,385.7,305.9,357.1,324.5L357.1,324.5z M142,145c0-63,51.2-114,114-114s114,51,114,114c0,62.7-51.2,113.7-114,113.7 S142,207.7,142,145L142,145z M200,145c0,30.8,25.1,56,56,56s56-25.1,56-56c0-31.1-25.1-56.2-56-56.2S200,113.9,200,145z"/> </g> </symbol> <symbol aria-hidden="true" data-prefix="vk" data-icon="logo" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 700 700" id="has-vk-icon"> <g style="fill:none;fill-rule:evenodd" transform="translate(0,664)" > <path fill="currentColor" d="m 1073.3513,-606.40537 h 196.278 c 179.2103,0 221.8795,42.66915 221.8795,221.8795 v 196.27799 c 0,179.2103512 -42.6692,221.879451 -221.8795,221.879451 h -196.278 c -179.21038,0 -221.87951,-42.6691298 -221.87951,-221.879451 v -196.27801 c 0,-179.21035 42.66913,-221.87946 221.87951,-221.87948 z" /> <path fill="currentColor" d="m 1375.0576,-393.98425 c 2.9513,-9.7072 0,-16.85429 -14.1342,-16.85429 h -46.6693 c -11.8763,0 -17.3521,6.16927 -20.3212,12.97854 0,0 -23.7347,56.82106 -57.3544,93.74763 -10.8806,10.66728 -15.8232,14.08081 -21.7613,14.08081 -2.969,0 -7.2715,-3.39577 -7.2715,-13.12075 v -90.83194 c 0,-11.66288 -3.4491,-16.85429 -13.3341,-16.85429 h -73.3553 c -7.4138,0 -11.8763,5.40476 -11.8763,10.54286 0,11.0406 16.8188,13.60078 18.5433,44.67814 v 67.52388 c 0,14.80973 -2.7202,17.49433 -8.6583,17.49433 -15.8231,0 -54.3143,-57.08773 -77.16,-122.40705 -4.4447,-12.71185 -8.9427,-17.83214 -20.8723,-17.83214 h -46.68718 c -13.3341,0 -16.0009,6.16925 -16.0009,12.97852 0,12.12515 15.8232,72.35973 73.69318,152.02656 38.58,54.40315 92.8942,83.89819 142.3726,83.89819 29.6729,0 33.3353,-6.54262 33.3353,-17.83216 v -41.12238 c 0,-13.10297 2.809,-15.71646 12.214,-15.71646 6.9338,0 18.7922,3.41353 46.4916,29.63728 31.6463,31.09512 36.8555,45.03372 54.6698,45.03372 h 46.6694 c 13.3341,0 20.0189,-6.54262 16.1787,-19.46781 -4.2313,-12.88962 -19.3433,-31.57515 -39.38,-53.74532 -10.8807,-12.62294 -27.2016,-26.22375 -32.1441,-33.03302 -6.9338,-8.72941 -4.9603,-12.62294 0,-20.39227 0,0 56.8566,-78.68897 62.7947,-105.41058 z" /> <path fill="currentColor" d="m 567.69877,-429.06912 c 3.15618,-10.38133 0,-18.0247 -15.11579,-18.0247 h -49.91013 c -12.70096,0 -18.55706,6.59763 -21.73232,13.87977 0,0 -25.38286,60.76685 -61.33724,100.25768 -11.63627,11.40806 -16.92197,15.05863 -23.27242,15.05863 -3.17519,0 -7.77644,-3.63156 -7.77644,-14.0319 v -97.13948 c 0,-12.47278 -3.68869,-18.0247 -14.26014,-18.0247 h -78.44923 c -7.92857,0 -12.70097,5.78005 -12.70097,11.27491 0,11.80736 17.98666,14.54527 19.83094,47.78071 v 72.21293 c 0,15.83815 -2.9091,18.70918 -9.25948,18.70918 -16.92197,0 -58.08598,-61.05206 -82.51817,-130.90731 -4.75337,-13.59458 -9.56381,-19.07042 -22.32175,-19.07042 h -49.92915 c -14.26014,0 -17.11213,6.59763 -17.11213,13.87977 0,12.96714 16.92197,77.38454 78.81059,162.58363 41.25909,58.18101 99.34506,89.72424 152.25931,89.72424 31.73343,0 35.65018,-6.99691 35.65018,-19.07043 v -43.978 c 0,-14.01288 3.00405,-16.80786 13.0622,-16.80786 7.41521,0 20.09716,3.65057 49.71998,31.69536 33.84387,33.25443 39.41486,48.16093 58.46622,48.16093 h 49.91026 c 14.26,0 21.40913,-6.99691 17.30216,-20.81966 -4.5252,-13.78473 -20.68653,-33.76783 -42.11468,-57.47752 -11.63621,-13.49953 -29.09043,-28.04479 -34.37631,-35.32694 -7.41508,-9.33557 -5.30458,-13.4995 0,-21.80835 0,0 60.80491,-84.15334 67.15549,-112.73048 z" /> </g> </symbol> <symbol aria-hidden="true" data-prefix="fab" data-icon="tumblr" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 320 512" id="has-tumblr"><path fill="currentColor" d="M309.8 480.3c-13.6 14.5-50 31.7-97.4 31.7-120.8 0-147-88.8-147-140.6v-144H17.9c-5.5 0-10-4.5-10-10v-68c0-7.2 4.5-13.6 11.3-16 62-21.8 81.5-76 84.3-117.1.8-11 6.5-16.3 16.1-16.3h70.9c5.5 0 10 4.5 10 10v115.2h83c5.5 0 10 4.4 10 9.9v81.7c0 5.5-4.5 10-10 10h-83.4V360c0 34.2 23.7 53.6 68 35.8 4.8-1.9 9-3.2 12.7-2.2 3.5.9 5.8 3.4 7.4 7.9l22 64.3c1.8 5 3.3 10.6-.4 14.5z"></path></symbol> <symbol aria-hidden="true" data-prefix="fab" data-icon="share" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512" id="has-webshare-icon"><path fill="currentColor" d="M512 208L320 384H288V288H208c-61.9 0-112 50.1-112 112c0 48 32 80 32 80s-128-48-128-176c0-97.2 78.8-176 176-176H288V32h32L512 208z"/></symbol> <symbol aria-hidden="true" data-prefix="fab" data-icon="x" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 320 512" id="has-x"><path fill="currentColor" d="M309.8 480.3c-13.6 14.5-50 31.7-97.4 31.7-120.8 0-147-88.8-147-140.6v-144H17.9c-5.5 0-10-4.5-10-10v-68c0-7.2 4.5-13.6 11.3-16 62-21.8 81.5-76 84.3-117.1.8-11 6.5-16.3 16.1-16.3h70.9c5.5 0 10 4.5 10 10v115.2h83c5.5 0 10 4.4 10 9.9v81.7c0 5.5-4.5 10-10 10h-83.4V360c0 34.2 23.7 53.6 68 35.8 4.8-1.9 9-3.2 12.7-2.2 3.5.9 5.8 3.4 7.4 7.9l22 64.3c1.8 5 3.3 10.6-.4 14.5z"></path></symbol> <symbol aria-hidden="true" data-prefix="fab" data-icon="mastodon" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512" id="has-mastodon"><path fill="currentColor" d="M433 179.1c0-97.2-63.7-125.7-63.7-125.7-62.5-28.7-228.6-28.4-290.5 0 0 0-63.7 28.5-63.7 125.7 0 115.7-6.6 259.4 105.6 289.1 40.5 10.7 75.3 13 103.3 11.4 50.8-2.8 79.3-18.1 79.3-18.1l-1.7-36.9s-36.3 11.4-77.1 10.1c-40.4-1.4-83-4.4-89.6-54a102.5 102.5 0 0 1 -.9-13.9c85.6 20.9 158.7 9.1 178.8 6.7 56.1-6.7 105-41.3 111.2-72.9 9.8-49.8 9-121.5 9-121.5zm-75.1 125.2h-46.6v-114.2c0-49.7-64-51.6-64 6.9v62.5h-46.3V197c0-58.5-64-56.6-64-6.9v114.2H90.2c0-122.1-5.2-147.9 18.4-175 25.9-28.9 79.8-30.8 103.8 6.1l11.6 19.5 11.6-19.5c24.1-37.1 78.1-34.8 103.8-6.1 23.7 27.3 18.4 53 18.4 175z"/></symbol> <symbol aria-hidden="true" data-prefix="fab" data-icon="threads" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512" id="has-threads"> <path fill="currentColor" d="M331.5 235.7c2.2 .9 4.2 1.9 6.3 2.8c29.2 14.1 50.6 35.2 61.8 61.4c15.7 36.5 17.2 95.8-30.3 143.2c-36.2 36.2-80.3 52.5-142.6 53h-.3c-70.2-.5-124.1-24.1-160.4-70.2c-32.3-41-48.9-98.1-49.5-169.6V256v-.2C17 184.3 33.6 127.2 65.9 86.2C102.2 40.1 156.2 16.5 226.4 16h.3c70.3 .5 124.9 24 162.3 69.9c18.4 22.7 32 50 40.6 81.7l-40.4 10.8c-7.1-25.8-17.8-47.8-32.2-65.4c-29.2-35.8-73-54.2-130.5-54.6c-57 .5-100.1 18.8-128.2 54.4C72.1 146.1 58.5 194.3 58 256c.5 61.7 14.1 109.9 40.3 143.3c28 35.6 71.2 53.9 128.2 54.4c51.4-.4 85.4-12.6 113.7-40.9c32.3-32.2 31.7-71.8 21.4-95.9c-6.1-14.2-17.1-26-31.9-34.9c-3.7 26.9-11.8 48.3-24.7 64.8c-17.1 21.8-41.4 33.6-72.7 35.3c-23.6 1.3-46.3-4.4-63.9-16c-20.8-13.8-33-34.8-34.3-59.3c-2.5-48.3 35.7-83 95.2-86.4c21.1-1.2 40.9-.3 59.2 2.8c-2.4-14.8-7.3-26.6-14.6-35.2c-10-11.7-25.6-17.7-46.2-17.8H227c-16.6 0-39 4.6-53.3 26.3l-34.4-23.6c19.2-29.1 50.3-45.1 87.8-45.1h.8c62.6 .4 99.9 39.5 103.7 107.7l-.2 .2zm-156 68.8c1.3 25.1 28.4 36.8 54.6 35.3c25.6-1.4 54.6-11.4 59.5-73.2c-13.2-2.9-27.8-4.4-43.4-4.4c-4.8 0-9.6 .1-14.4 .4c-42.9 2.4-57.2 23.2-56.2 41.8l-.1 .1z"/> </symbol> <symbol aria-hidden="true" data-prefix="fab" data-icon="bluesky" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 576 512" id="has-bluesky"> <path fill="currentColor" d="M407.8 294.7c-3.3-.4-6.7-.8-10-1.3c3.4 .4 6.7 .9 10 1.3zM288 227.1C261.9 176.4 190.9 81.9 124.9 35.3C61.6-9.4 37.5-1.7 21.6 5.5C3.3 13.8 0 41.9 0 58.4S9.1 194 15 213.9c19.5 65.7 89.1 87.9 153.2 80.7c3.3-.5 6.6-.9 10-1.4c-3.3 .5-6.6 1-10 1.4C74.3 308.6-9.1 342.8 100.3 464.5C220.6 589.1 265.1 437.8 288 361.1c22.9 76.7 49.2 222.5 185.6 103.4c102.4-103.4 28.1-156-65.8-169.9c-3.3-.4-6.7-.8-10-1.3c3.4 .4 6.7 .9 10 1.3c64.1 7.1 133.6-15.1 153.2-80.7C566.9 194 576 75 576 58.4s-3.3-44.7-21.6-52.9c-15.8-7.1-40-14.9-103.2 29.8C385.1 81.9 314.1 176.4 288 227.1z"/> </symbol> <symbol aria-hidden="true" data-prefix="fab" data-icon="bluesky" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 384 512" id="has-pinterest"> <path fill="currentColor" d="M204 6.5C101.4 6.5 0 74.9 0 185.6 0 256 39.6 296 63.6 296c9.9 0 15.6-27.6 15.6-35.4 0-9.3-23.7-29.1-23.7-67.8 0-80.4 61.2-137.4 140.4-137.4 68.1 0 118.5 38.7 118.5 109.8 0 53.1-21.3 152.7-90.3 152.7-24.9 0-46.2-18-46.2-43.8 0-37.8 26.4-74.4 26.4-113.4 0-66.2-93.9-54.2-93.9 25.8 0 16.8 2.1 35.4 9.6 50.7-13.8 59.4-42 147.9-42 209.1 0 18.9 2.7 37.5 4.5 56.4 3.4 3.8 1.7 3.4 6.9 1.5 50.4-69 48.6-82.5 71.4-172.8 12.3 23.4 44.1 36 69.3 36 106.2 0 153.9-103.5 153.9-196.8C384 71.3 298.2 6.5 204 6.5z"/> </symbol> </svg> <div id="has-mastodon-prompt" aria-hidden="true" style="display: none"> <h3>Share on Mastodon</h3> <div class="mastodon-input-prompt"> <form class="has-mastodon-form"> <label><span class="has-mastodon-label">Enter your Mastodon instance URL (optional)</span><input type="text" placeholder="https://mastodon.social" tabindex="0" /></label> <button id="has-mastodon-submit" tabindex="0" class="button button-primary">Share</button> </form> </div> </div> <script type="text/javascript" src="https://blogs.nvidia.com/wp-content/plugins/highlight-and-share/js/fancybox.umd.js?ver=5.0.1" id="has-fancybox-js-js"></script> <link rel='stylesheet' id='has-fancybox-css-css' href='https://blogs.nvidia.com/wp-content/plugins/highlight-and-share/js/fancybox.css?ver=5.0.1' type='text/css' media='all' /> <script type="text/javascript" src="https://blogs.nvidia.com/wp-content/plugins/yith-infinite-scrolling/assets/js/yith.infinitescroll.min.js?ver=2.0.0" id="yith-infinitescroll-js"></script> <script type="text/javascript" id="yith-infs-js-extra"> /* <![CDATA[ */ var yith_infs = {"navSelector":".nvb4-single-post-pagination","nextSelector":".for-next a","itemSelector":".cf-posts-with-overrides","contentSelector":"#main","loader":"https:\/\/blogs.nvidia.com\/wp-content\/plugins\/yith-infinite-scrolling\/assets\/images\/loader.gif","shop":""}; /* ]]> */ </script> <script type="text/javascript" src="https://blogs.nvidia.com/wp-content/plugins/yith-infinite-scrolling/assets/js/yith-infs.min.js?ver=2.0.0" id="yith-infs-js"></script> <script type="text/javascript" src="https://blogs.nvidia.com/wp-content/themes/nvidia-blog-v5/assets//js/lib/jquery.ba-throttle-debounce.min.js?ver=20190419.0001" id="throttle-debounce-js"></script> <script type="text/javascript" src="https://blogs.nvidia.com/wp-content/themes/nvidia-blog-v5/assets//js/lib/waypoints/jquery.waypoints.min.js?ver=4.0.0" id="waypoints-js"></script> <script type="text/javascript" src="https://blogs.nvidia.com/wp-content/themes/nvidia-blog-v5/assets//js/lib/waypoints/shortcuts/sticky.min.js?ver=4.0.0" id="waypoints-sticky-js"></script> <script type="text/javascript" src="https://blogs.nvidia.com/wp-content/themes/nvidia-blog-v5/assets//js/lib/jquery.fitvids.min.js?ver=1.2.0" id="fitvids-js" defer="defer" data-wp-strategy="defer"></script> <script type="text/javascript" src="//nvidiablog.disqus.com/count.js?ver=6.6.2" id="count-js-js"></script> <script type="text/javascript" src="https://blogs.nvidia.com/wp-content/themes/nvidia-blog-v5/assets/js/load-disqus.js?ver=20200311.1140" id="nvb-disqus-js"></script> <script type="text/javascript" src="https://blogs.nvidia.com/wp-content/themes/nvidia-blog-v5/assets/js/lib/magnific-popup/jquery.magnific-popup.min.js?ver=1.0.0" id="magnific-popup-js"></script> <script type="text/javascript" id="nvb-single-js-extra"> /* <![CDATA[ */ var nvbThemeVars = {"ajaxUrl":"https:\/\/blogs.nvidia.com\/wp-admin\/admin-ajax.php","disqus_url":"https:\/\/blogs.nvidia.com\/blog\/cop29-energy-efficiency-panel\/","language":"ICL_LANGUAGE_CODE","site_url":"https:\/\/blogs.nvidia.com"}; /* ]]> */ </script> <script type="text/javascript" src="https://blogs.nvidia.com/wp-content/themes/nvidia-blog-v5/build/single.min.js?ver=1730206570" id="nvb-single-js" defer="defer" data-wp-strategy="defer"></script> <script type="text/javascript" id="nvb4-mkto-forms-inline-2-js-after"> /* <![CDATA[ */ window.addEventListener("load", function() {MktoForms2.loadForm("//info.nvidia.com", "156-OFN-742", 18313)}); /* ]]> */ </script> <script type="text/javascript" src="https://blogs.nvidia.com/wp-content/plugins/page-links-to/dist/new-tab.js?ver=3.3.7" id="page-links-to-js"></script> <script type="text/javascript" src="https://blogs.nvidia.com/wp-includes/js/dist/hooks.min.js?ver=2810c76e705dd1a53b18" id="wp-hooks-js"></script> <script type="text/javascript" src="https://blogs.nvidia.com/wp-includes/js/dist/i18n.min.js?ver=5e580eb46a90c2b997e6" id="wp-i18n-js"></script> <script type="text/javascript" id="wp-i18n-js-after"> /* <![CDATA[ */ wp.i18n.setLocaleData( { 'text direction\u0004ltr': [ 'ltr' ] } ); /* ]]> */ </script> <script type="text/javascript" id="highlight-and-share-js-extra"> /* <![CDATA[ */ var highlight_and_share = {"show_facebook":"1","show_twitter":"1","show_linkedin":"1","show_ok":"","show_vk":"","show_email":"1","show_xing":"","show_copy":"","show_whatsapp":"","show_telegram":"","show_mastodon":"","show_threads":"","show_bluesky":"","twitter_username":"nvidia","enable_webshare_inline_highlight":"","enable_webshare_click_to_share":"","content_legacy_mode":"","mobile":"","content":".has-content-area,.has-excerpt-area","tweet_text":"Tweet","facebook_text":"Share","linkedin_text":"LinkedIn","ok_text":"Odnoklassniki","vk_text":"VKontakte","mastodon_text":"Mastodon","threads_text":"Threads","bluesky_text":"Bluesky","whatsapp_text":"WhatsApp","xing_text":"Xing","copy_text":"Copy","email_text":"E-mail","webshare_text":"Share","prefix":"","suffix":"","inline_highlight_tooltips_enabled":"","inline_highlight_tooltips_text":"","enable_webshare_image_only":""}; /* ]]> */ </script> <script type="text/javascript" src="https://blogs.nvidia.com/wp-content/plugins/highlight-and-share/dist/highlight-and-share.js?ver=5.0.1" id="highlight-and-share-js"></script> <script type="text/javascript" id="ea-share-count-js-extra"> /* <![CDATA[ */ var easc = {"url":"https:\/\/blogs.nvidia.com\/wp-admin\/admin-ajax.php"}; /* ]]> */ </script> <script type="text/javascript" src="https://blogs.nvidia.com/wp-content/plugins/cf-ea-share-count/assets/js/share-count.js?ver=1.5.9" id="ea-share-count-js"></script> <script type="text/javascript" id="bsfrt_frontend-js-extra"> /* <![CDATA[ */ var myObj = {"option":""}; /* ]]> */ </script> <script type="text/javascript" src="https://blogs.nvidia.com/wp-content/plugins/read-meter/assets/js/bsf-rt-frontend.min.js?ver=1.0.9" id="bsfrt_frontend-js"></script> <div id="easc-modal-wrap" style="display:none;"> <div class="easc-modal"> <span class="easc-modal-title"><? echo $labels['title']; ?></span> <p> <label for="easc-modal-recipient"><? echo $labels['recipient']; ?></label> <input type="text" id="easc-modal-recipient"> </p> <p> <label for="easc-modal-name"><? echo $labels['name']; ?></label> <input type="text" id="easc-modal-name"> </p> <p> <label for="easc-modal-email"><? echo $labels['email']; ?></label> <input type="text" id="easc-modal-email"> </p> <p class="easc-modal-validation"> <label for="easc-modal-validation"><? echo $labels['validation']; ?></label> <input type="text" id="easc-modal-validation" autocomplete="off"> </p> <p class="easc-modal-submit"> <button id="easc-modal-submit"><? echo $labels['submit']; ?></button> </p> <a href="#" id="easc-modal-close"><? echo $labels['close']; ?></a> <div id="easc-modal-sent">Email sent!</div> </div> </div> <script type="text/javascript"> _satellite.pageBottom(); </script> </body> </html>