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<!DOCTYPE html> <html dir='ltr' lang='en' xmlns='http://www.w3.org/1999/xhtml' xmlns:b='http://www.google.com/2005/gml/b' xmlns:data='http://www.google.com/2005/gml/data' xmlns:expr='http://www.google.com/2005/gml/expr'> <head>  <script>(function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start': new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0], j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src= 'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f); })(window,document,'script','dataLayer','GTM-MXDQM7L');</script>   <meta content='width=device-width, initial-scale=1' name='viewport'/> <meta content='summary_large_image' name='twitter:card'/> <title>Google Research Blog</title> <meta content='Google Research Blog: TensorFlow' name='twitter:title'/> <meta content='Google Research Blog: TensorFlow' property='og:title'/> <meta content='https://research.google/static/images/blog/google-ai-meta.png' property='og:image'/> <meta content='https://research.google/static/images/blog/google-ai-meta.png' name='twitter:image'/>  <link href='https://fonts.googleapis.com/css?family=Google+Sans:+400,500,700|Product+Sans:400|Roboto:300,400,500,700|Roboto+Mono:500&display=swap' media='all' rel='stylesheet'/>  <script type='text/javascript'> (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){ (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o), m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m) })(window,document,'script','https://www.google-analytics.com/analytics.js','ga'); 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aLink.appendChild(article); return aLink; }); ulPrevPost.append(...prevPostsArr); prevPosts.append(ulPrevPost); }) .catch(err => { console.log('Error Reading data ' + err); }); }; // UPDATES LAST ROW OF CARDS ON HOMEPAGE (2 POSTS) TO TAKE UP ENTIRE WIDTH IN THE CASE THAT THERE IS A FEATURED POST FROM THE HOMEPAGE const adjustPostsLayout = () => { window.addEventListener('load', () => { const posts = document.getElementsByClassName("post-outer-container"); if (posts.length === 10) { const postContainer = document.getElementsByClassName("blog-posts hfeed container"); const extraPost = posts[9]; const extraPostTwo = posts[8]; const firstTrailingPost = extraPost; const secondTrailingPost = extraPostTwo; firstTrailingPost.classList.remove('post-outer-container'); secondTrailingPost.classList.remove('post-outer-container'); firstTrailingPost.classList.add('post-outer-container-helper'); secondTrailingPost.classList.add('post-outer-container-helper'); extraPost.remove(); extraPostTwo.remove(); 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} </style> </div> <div class='post-content container'> <div class='post-header-container container'> <div class='post-header'> <div class='post-header-line-1'> <span class='byline post-timestamp'> <meta content='http://blog.research.google/2024/02/graph-neural-networks-in-tensorflow.html'/> <time class='eyebrow' datetime='2024-02-06T11:17:00-08:00' title='2024-02-06T11:17:00-08:00'> Feb 06, 2024 </time> </span> </div> </div> </div> <div class='post-title-container'> <h3 class='post-title entry-title'> Graph neural networks in TensorFlow </h3> </div> <div class='post-bottom'> <div class='post-footer'> </div> <div class='byline jump-link'> <img src='https://research.google/static/images/blog/right-arrow-blue.svg'/> </div> </div> </div> </div> </article> </a> <a aria-label='Visual Blocks for ML: Accelerating machine learning prototyping with interactive tools' class='post-outer-container' href='https://blog.research.google/2023/04/visual-blocks-for-ml-accelerating.html'> <article> <div class='post-outer full-post'> <div class='snippet-thumbnail'> <span class='snippet-thumbnail-img' id='snippet_thumbnail_id_6318039050629886850'></span> <style> #snippet_thumbnail_id_6318039050629886850 { background-image: url(https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgl7alDg3lrJ1OofDgtgrcGJlHpjkoU_DThiHYOUepNt4mEUfRJckufpZD8wExahLSJC1S7XQZrznp0WkApOI8cq4-hPwxolT65igv5zx6wG0o1avhmKE2HQuz_aHAz2mld3ViB5Rc0eZnLK75EEILqsfjqhnLw7m22oK0fGVZadBWG-BRObu8oJpWKiQ/s320/Visual%20blocks%20hero.jpg); } </style> </div> <div class='post-content container'> <div class='post-header-container container'> <div class='post-header'> <div class='post-header-line-1'> <span class='byline post-timestamp'> <meta content='http://blog.research.google/2023/04/visual-blocks-for-ml-accelerating.html'/> <time class='eyebrow' datetime='2023-04-21T12:01:00-07:00' title='2023-04-21T12:01:00-07:00'> Apr 21, 2023 </time> </span> </div> </div> </div> <div class='post-title-container'> <h3 class='post-title entry-title'> Visual Blocks for ML: Accelerating machine learning prototyping with interactive tools </h3> </div> <div class='post-bottom'> <div class='post-footer'> </div> <div class='byline jump-link'> <img src='https://research.google/static/images/blog/right-arrow-blue.svg'/> </div> </div> </div> </div> </article> </a> <a aria-label='Advances in TF-Ranking' class='post-outer-container' href='https://blog.research.google/2021/07/advances-in-tf-ranking.html'> <article> <div class='post-outer full-post'> <div class='snippet-thumbnail'> <span class='snippet-thumbnail-img' id='snippet_thumbnail_id_3366307881061046058'></span> <style> #snippet_thumbnail_id_3366307881061046058 { background-image: url(https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjm2tJ5QzqdSvr07pogDb0cx2HaiT9aZD80XGJeC2TNl-ucDxXF9DZrHKlnzgnBezABMo6onKn0bb5eu7qPHkPUB2YFDMkhhyphenhyphens_VW_0PVM99XHdNzx4_Mi_LRbV7rTovyjd1WfYGzpUcCE9/w400-h183/image1.jpg); } </style> </div> <div class='post-content container'> <div class='post-header-container container'> <div class='post-header'> <div class='post-header-line-1'> <span class='byline post-timestamp'> <meta content='http://blog.research.google/2021/07/advances-in-tf-ranking.html'/> <time class='eyebrow' datetime='2021-07-27T09:49:00-07:00' title='2021-07-27T09:49:00-07:00'> Jul 27, 2021 </time> </span> </div> </div> </div> <div class='post-title-container'> <h3 class='post-title entry-title'> Advances in TF-Ranking </h3> </div> <div class='post-bottom'> <div class='post-footer'> </div> <div class='byline jump-link'> <img src='https://research.google/static/images/blog/right-arrow-blue.svg'/> </div> </div> </div> </div> </article> </a> <a aria-label='Accelerating Neural Networks on Mobile and Web with Sparse Inference' class='post-outer-container' href='https://blog.research.google/2021/03/accelerating-neural-networks-on-mobile.html'> <article> <div class='post-outer full-post'> <div class='snippet-thumbnail'> <span class='snippet-thumbnail-img' id='snippet_thumbnail_id_4329745424059307465'></span> <style> #snippet_thumbnail_id_4329745424059307465 { background-image: url(https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj5aBX9GM_aD21LNxLEezh2QEW48y1GCX_j4vV8QAaigHBiGz8FDNXO7H4yk9eqPi3tpzhZgcLIfJD8VF2MF2pRoz_FFflxpNGkVydgM582J3MMP7TZPg5GE7nP-aSf4uBzUd9MMTI6gmnN/w640-h186/image3.gif); 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