| <!DOCTYPE html><html lang=""><head><meta charSet="utf-8"/><meta http-equiv="X-UA-Compatible" content="IE=edge"/><title>Apache SINGA · Distributed deep learning system</title><meta name="viewport" content="width=device-width"/><meta name="generator" content="Docusaurus"/><meta name="description" content="Distributed deep learning system"/><meta property="og:title" content="Apache SINGA · Distributed deep learning system"/><meta property="og:type" content="website"/><meta property="og:url" content="https://feynmandna.github.io/"/><meta property="og:description" content="Distributed deep learning system"/><meta property="og:image" content="https://feynmandna.github.io/img/singa_twitter_banner.jpeg"/><meta name="twitter:card" content="summary"/><meta name="twitter:image" content="https://feynmandna.github.io/img/singa_twitter_banner.jpeg"/><link rel="shortcut icon" href="/img/favicon.ico"/><link rel="stylesheet" href="//cdnjs.cloudflare.com/ajax/libs/highlight.js/9.12.0/styles/atom-one-dark.min.css"/><link rel="alternate" type="application/atom+xml" href="https://feynmandna.github.io/blog/atom.xml" title="Apache SINGA Blog ATOM Feed"/><link rel="alternate" type="application/rss+xml" href="https://feynmandna.github.io/blog/feed.xml" title="Apache SINGA Blog RSS Feed"/><script type="text/javascript" src="https://buttons.github.io/buttons.js"></script><script src="https://unpkg.com/vanilla-back-to-top@7.1.14/dist/vanilla-back-to-top.min.js"></script><script> |
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| </script><script src="/js/scrollSpy.js"></script><link rel="stylesheet" href="/css/main.css"/><script src="/js/codetabs.js"></script></head><body><div class="fixedHeaderContainer"><div class="headerWrapper wrapper"><header><a href="/"><img class="logo" src="/img/singa.png" alt="Apache SINGA"/></a><a href="/versions"><h3>3.0.0.rc1</h3></a><div class="navigationWrapper navigationSlider"><nav class="slidingNav"><ul class="nav-site nav-site-internal"><li class=""><a href="/docs/installation" target="_self">Docs</a></li><li class=""><a href="/docs/source-repository" target="_self">Community</a></li><li class=""><a href="/blog/" target="_self">News</a></li><li class=""><a target="_self"></a></li><li class=""><a href="https://github.com/apache/singa-doc" target="_self">GitHub</a></li></ul></nav></div></header></div></div><div class="navPusher"><div><div class="index-hero"><img style="display:none" src="/img/sg-botanic-coleen-rivas-unsplash.jpg" alt="increase priority"/><div class="index-hero-inner"><img alt="SINGA-Ocean" class="index-hero-logo" src="/img/singa.png"/><h1 class="index-hero-project-tagline">A Distributed Deep Learning Platform</h1><div class="index-ctas"><a class="button index-ctas-get-started-button" href="/docs/installation">Get Started</a><span class="index-ctas-github-button"><iframe src="https://ghbtns.com/github-btn.html?user=apache&repo=singa&type=star&count=true&size=large" frameBorder="0" scrolling="0" width="160" height="30" title="GitHub Stars"></iframe></span></div></div></div><div class="announcement"><div class="announcement-inner">Apache SINGA is an <a href="https://blogs.apache.org/foundation/entry/the-apache-software-foundation-announces57">Apache Top Level Project</a>, open source distributed training platform for deep learning and machine learning models</div></div><div class="mainContainer"><div class="container mainPageContainer paddingBottom paddingTop"><div class="wrapper"><div class="gridBlock"><div class="blockElement imageAlignSide imageAlignLeft twoByGridBlock"><div class="blockImage"><img src="/img/overview.png" alt="Distributed Learning"/></div><div class="blockContent"><h2><div><span><p>Distributed Learning</p> |
| </span></div></h2><div><span><p>Apache SINGA focuses on <a href="https://dl.acm.org/citation.cfm?doid=2733373.2807410">distributed</a> |
| deep learning by partitioning the model and data onto nodes in a cluster and |
| <a href="https://dl.acm.org/citation.cfm?doid=2733373.2806232">parallelize</a> the training</p> |
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| </span></div></h2><div><span><p>Apache SINGA v2.0.0 has AutoML features, a Healthcare |
| <a href="/docs/model-zoo-cnn-cifar10">model zoo</a>, |
| and facility for porting other models onto SINGA</p> |
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