| <!doctype html> |
| <html lang="en" dir="ltr" class="docs-wrapper docs-doc-page docs-version-0.6.0 plugin-docs plugin-id-default docs-doc-id-userDocs/yarn/WriteDockerfileMX"> |
| <head> |
| <meta charset="UTF-8"> |
| <meta name="viewport" content="width=device-width,initial-scale=1"> |
| <meta name="generator" content="Docusaurus v2.0.0-beta.18"> |
| <title data-rh="true">Docker Images for MXNet | Apache Submarine</title><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:url" content="https://submarine.apache.org//docs/0.6.0/userDocs/yarn/WriteDockerfileMX"><meta data-rh="true" name="docusaurus_locale" content="en"><meta data-rh="true" name="docsearch:language" content="en"><meta data-rh="true" name="docusaurus_version" content="0.6.0"><meta data-rh="true" name="docusaurus_tag" content="docs-default-0.6.0"><meta data-rh="true" name="docsearch:version" content="0.6.0"><meta data-rh="true" name="docsearch:docusaurus_tag" content="docs-default-0.6.0"><meta data-rh="true" property="og:title" content="Docker Images for MXNet | Apache Submarine"><meta data-rh="true" name="description" content="<!--"><meta data-rh="true" property="og:description" content="<!--"><link data-rh="true" rel="icon" href="/img/submarine.ico"><link data-rh="true" rel="canonical" href="https://submarine.apache.org//docs/0.6.0/userDocs/yarn/WriteDockerfileMX"><link data-rh="true" rel="alternate" href="https://submarine.apache.org//docs/0.6.0/userDocs/yarn/WriteDockerfileMX" hreflang="en"><link data-rh="true" rel="alternate" href="https://submarine.apache.org//zh-cn/docs/0.6.0/userDocs/yarn/WriteDockerfileMX" hreflang="zh-cn"><link data-rh="true" rel="alternate" href="https://submarine.apache.org//docs/0.6.0/userDocs/yarn/WriteDockerfileMX" hreflang="x-default"><link rel="stylesheet" href="/assets/css/styles.80258812.css"> |
| <link rel="preload" href="/assets/js/runtime~main.9d177e25.js" as="script"> |
| <link rel="preload" href="/assets/js/main.7cd2eed3.js" as="script"> |
| </head> |
| <body class="navigation-with-keyboard"> |
| <script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus"> |
| <div role="region"><a href="#" class="skipToContent_ZgBM">Skip to main content</a></div><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><button aria-label="Navigation bar toggle" class="navbar__toggle clean-btn" type="button" tabindex="0"><svg width="30" height="30" viewBox="0 0 30 30" aria-hidden="true"><path stroke="currentColor" stroke-linecap="round" stroke-miterlimit="10" stroke-width="2" d="M4 7h22M4 15h22M4 23h22"></path></svg></button><a class="navbar__brand" href="/"><div class="navbar__logo"><img src="/img/icons/128.png" alt="Apache Submarine Site Logo" class="themedImage_W2Cr themedImage--light_TfLj"><img src="/img/icons/128.png" alt="Apache Submarine Site Logo" class="themedImage_W2Cr themedImage--dark_oUvU"></div><b class="navbar__title">Apache Submarine</b></a><a class="navbar__item navbar__link" href="/docs/0.6.0/gettingStarted/quickstart">Docs</a><a class="navbar__item navbar__link" href="/docs/0.6.0/api/environment">API</a><a class="navbar__item navbar__link" href="/docs/0.6.0/download">Download</a></div><div class="navbar__items navbar__items--right"><div class="navbar__item dropdown dropdown--hoverable dropdown--right"><a href="#" aria-haspopup="true" aria-expanded="false" role="button" class="navbar__link"><span><svg viewBox="0 0 24 24" width="20" height="20" aria-hidden="true" class="iconLanguage_dNtB"><path fill="currentColor" d="M12.87 15.07l-2.54-2.51.03-.03c1.74-1.94 2.98-4.17 3.71-6.53H17V4h-7V2H8v2H1v1.99h11.17C11.5 7.92 10.44 9.75 9 11.35 8.07 10.32 7.3 9.19 6.69 8h-2c.73 1.63 1.73 3.17 2.98 4.56l-5.09 5.02L4 19l5-5 3.11 3.11.76-2.04zM18.5 10h-2L12 22h2l1.12-3h4.75L21 22h2l-4.5-12zm-2.62 7l1.62-4.33L19.12 17h-3.24z"></path></svg><span>English</span></span></a><ul class="dropdown__menu"><li><a href="/docs/0.6.0/userDocs/yarn/WriteDockerfileMX" target="_self" rel="noopener noreferrer" class="dropdown__link dropdown__link--active">English</a></li><li><a href="/zh-cn/docs/0.6.0/userDocs/yarn/WriteDockerfileMX" target="_self" rel="noopener noreferrer" class="dropdown__link">δΈζ</a></li></ul></div><div class="navbar__item dropdown dropdown--hoverable dropdown--right"><a class="navbar__link" aria-haspopup="true" aria-expanded="false" role="button" href="/docs/0.6.0/gettingStarted/quickstart">0.6.0</a><ul class="dropdown__menu"><li><a class="dropdown__link" href="/docs/next/gettingStarted/quickstart">master π</a></li><li><a class="dropdown__link" href="/docs/gettingStarted/quickstart">0.8.0</a></li><li><a class="dropdown__link" href="/docs/0.7.0/gettingStarted/quickstart">0.7.0</a></li><li><a aria-current="page" class="dropdown__link dropdown__link--active" href="/docs/0.6.0/userDocs/yarn/WriteDockerfileMX">0.6.0</a></li><li><a class="dropdown__link" href="/versions">All versions</a></li></ul></div><a href="https://github.com/apache/submarine" target="_blank" rel="noopener noreferrer" class="navbar__item navbar__link">GitHub<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_I5OW"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a><div class="navbar__item dropdown dropdown--hoverable dropdown--right"><a href="#" aria-haspopup="true" aria-expanded="false" role="button" class="navbar__link">Apache</a><ul class="dropdown__menu"><li><a href="https://www.apache.org/foundation/how-it-works.html" target="_blank" rel="noopener noreferrer" class="dropdown__link">Apache Software Foundation<svg width="12" height="12" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_I5OW"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li><li><a href="https://www.apache.org/events/current-event" target="_blank" rel="noopener noreferrer" class="dropdown__link">Events<svg width="12" height="12" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_I5OW"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li><li><a href="https://www.apache.org/licenses/" target="_blank" rel="noopener noreferrer" class="dropdown__link">Apache License<svg width="12" height="12" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_I5OW"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li><li><a href="https://www.apache.org/foundation/thanks.html" target="_blank" rel="noopener noreferrer" class="dropdown__link">Thanks<svg width="12" height="12" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_I5OW"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li><li><a href="https://www.apache.org/security/" target="_blank" rel="noopener noreferrer" class="dropdown__link">Security<svg width="12" height="12" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_I5OW"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li><li><a href="https://www.apache.org/foundation/sponsorship.html" target="_blank" rel="noopener noreferrer" class="dropdown__link">Sponsorship<svg width="12" height="12" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_I5OW"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li></ul></div><div class="toggle_S7eR colorModeToggle_vKtC"><button class="clean-btn toggleButton_rCf9 toggleButtonDisabled_Pu9x" type="button" disabled="" title="Switch between dark and light mode (currently light mode)" aria-label="Switch between dark and light mode (currently light mode)"><svg viewBox="0 0 24 24" width="24" height="24" class="lightToggleIcon_v35p"><path fill="currentColor" d="M12,9c1.65,0,3,1.35,3,3s-1.35,3-3,3s-3-1.35-3-3S10.35,9,12,9 M12,7c-2.76,0-5,2.24-5,5s2.24,5,5,5s5-2.24,5-5 S14.76,7,12,7L12,7z M2,13l2,0c0.55,0,1-0.45,1-1s-0.45-1-1-1l-2,0c-0.55,0-1,0.45-1,1S1.45,13,2,13z M20,13l2,0c0.55,0,1-0.45,1-1 s-0.45-1-1-1l-2,0c-0.55,0-1,0.45-1,1S19.45,13,20,13z M11,2v2c0,0.55,0.45,1,1,1s1-0.45,1-1V2c0-0.55-0.45-1-1-1S11,1.45,11,2z M11,20v2c0,0.55,0.45,1,1,1s1-0.45,1-1v-2c0-0.55-0.45-1-1-1C11.45,19,11,19.45,11,20z M5.99,4.58c-0.39-0.39-1.03-0.39-1.41,0 c-0.39,0.39-0.39,1.03,0,1.41l1.06,1.06c0.39,0.39,1.03,0.39,1.41,0s0.39-1.03,0-1.41L5.99,4.58z M18.36,16.95 c-0.39-0.39-1.03-0.39-1.41,0c-0.39,0.39-0.39,1.03,0,1.41l1.06,1.06c0.39,0.39,1.03,0.39,1.41,0c0.39-0.39,0.39-1.03,0-1.41 L18.36,16.95z M19.42,5.99c0.39-0.39,0.39-1.03,0-1.41c-0.39-0.39-1.03-0.39-1.41,0l-1.06,1.06c-0.39,0.39-0.39,1.03,0,1.41 s1.03,0.39,1.41,0L19.42,5.99z M7.05,18.36c0.39-0.39,0.39-1.03,0-1.41c-0.39-0.39-1.03-0.39-1.41,0l-1.06,1.06 c-0.39,0.39-0.39,1.03,0,1.41s1.03,0.39,1.41,0L7.05,18.36z"></path></svg><svg viewBox="0 0 24 24" width="24" height="24" class="darkToggleIcon_nQuB"><path fill="currentColor" d="M9.37,5.51C9.19,6.15,9.1,6.82,9.1,7.5c0,4.08,3.32,7.4,7.4,7.4c0.68,0,1.35-0.09,1.99-0.27C17.45,17.19,14.93,19,12,19 c-3.86,0-7-3.14-7-7C5,9.07,6.81,6.55,9.37,5.51z M12,3c-4.97,0-9,4.03-9,9s4.03,9,9,9s9-4.03,9-9c0-0.46-0.04-0.92-0.1-1.36 c-0.98,1.37-2.58,2.26-4.4,2.26c-2.98,0-5.4-2.42-5.4-5.4c0-1.81,0.89-3.42,2.26-4.4C12.92,3.04,12.46,3,12,3L12,3z"></path></svg></button></div><div class="navbar__search"><span aria-label="expand searchbar" role="button" class="search-icon" tabindex="0"></span><input type="search" id="search_input_react" placeholder="Search" aria-label="Search" class="navbar__search-input search-bar"></div></div></div><div role="presentation" class="navbar-sidebar__backdrop"></div></nav><div class="main-wrapper"><div class="docPage_P2Lg"><button aria-label="Scroll back to top" class="clean-btn theme-back-to-top-button backToTopButton_RiI4" type="button"></button><main class="docMainContainer_TCnq docMainContainerEnhanced_WDCb"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_DM6M"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache Submarine<!-- --> <b>0.6.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/gettingStarted/quickstart">latest version</a></b> (<!-- -->0.8.0<!-- -->).</div></div><div class="docItemContainer_vinB"><article><span class="theme-doc-version-badge badge badge--secondary">Version: 0.6.0</span><div class="tocCollapsible_jdIR theme-doc-toc-mobile tocMobile_TmEX"><button type="button" class="clean-btn tocCollapsibleButton_Fzxq">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Docker Images for MXNet</h1></header><h2 class="anchor anchorWithStickyNavbar_mojV" id="how-to-create-docker-images-to-run-mxnet-on-yarn">How to create docker images to run MXNet on YARN<a class="hash-link" href="#how-to-create-docker-images-to-run-mxnet-on-yarn" title="Direct link to heading">β</a></h2><p>Dockerfile to run MXNet on YARN needs two parts:</p><p><strong>Base libraries which MXNet depends on</strong></p><p>1) OS base image, for example <code>ubuntu:18.04</code></p><p>2) MXNet dependent libraries and packages. \ |
| For example <code>python</code>, <code>scipy</code>. For GPU support, you also need <code>cuda</code>, <code>cudnn</code>, etc.</p><p>3) MXNet package.</p><p><strong>Libraries to access HDFS</strong></p><p>1) JDK</p><p>2) Hadoop</p><p>Here's an example of a base image (without GPU support) to install MXNet:</p><div class="codeBlockContainer_I0IT language-shell theme-code-block"><div class="codeBlockContent_wNvx" style="color:#bfc7d5;background-color:#292d3e"><pre tabindex="0" class="prism-code language-shell codeBlock_jd64 thin-scrollbar"><code class="codeBlockLines_mRuA"><span class="token-line" style="color:#bfc7d5"><span class="token plain">FROM ubuntu:18.04</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Install some development tools and packages</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># MXNet 1.6 is going to be the last MXNet release to support Python2</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">RUN </span><span class="token function" style="color:rgb(130, 170, 255)">apt-get</span><span class="token plain"> update </span><span class="token operator" style="color:rgb(137, 221, 255)">&&</span><span class="token plain"> </span><span class="token assign-left variable" style="color:rgb(191, 199, 213)">DEBIAN_FRONTEND</span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token plain">noninteractive </span><span class="token function" style="color:rgb(130, 170, 255)">apt-get</span><span class="token plain"> </span><span class="token function" style="color:rgb(130, 170, 255)">install</span><span class="token plain"> -y tzdata </span><span class="token function" style="color:rgb(130, 170, 255)">git</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">\</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token function" style="color:rgb(130, 170, 255)">wget</span><span class="token plain"> </span><span class="token function" style="color:rgb(130, 170, 255)">zip</span><span class="token plain"> python3 python3-pip python3-distutils libgomp1 libopenblas-dev libopencv-dev</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Install latest MXNet using pip (without GPU support)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">RUN pip3 </span><span class="token function" style="color:rgb(130, 170, 255)">install</span><span class="token plain"> mxnet</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">RUN </span><span class="token builtin class-name" style="color:rgb(255, 203, 107)">echo</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"Install python related packages"</span><span class="token plain"> </span><span class="token operator" style="color:rgb(137, 221, 255)">&&</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">\</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> pip3 </span><span class="token function" style="color:rgb(130, 170, 255)">install</span><span class="token plain"> --user </span><span class="token assign-left variable" style="color:rgb(191, 199, 213)">graphviz</span><span class="token operator" style="color:rgb(137, 221, 255)">==</span><span class="token number" style="color:rgb(247, 140, 108)">0.8</span><span class="token plain">.4 ipykernel jupyter matplotlib numpy pandas scipy sklearn </span><span class="token operator" style="color:rgb(137, 221, 255)">&&</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">\</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> python3 -m ipykernel.kernelspec</span><br></span></code></pre><button type="button" aria-label="Copy code to clipboard" title="Copy" class="copyButton_eDfN clean-btn"><span class="copyButtonIcons_W9eQ" aria-hidden="true"><svg class="copyButtonIcon_XEyF" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_i9w9" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div><p>On top of above image, add files, install packages to access HDFS</p><div class="codeBlockContainer_I0IT language-shell theme-code-block"><div class="codeBlockContent_wNvx" style="color:#bfc7d5;background-color:#292d3e"><pre tabindex="0" class="prism-code language-shell codeBlock_jd64 thin-scrollbar"><code class="codeBlockLines_mRuA"><span class="token-line" style="color:#bfc7d5"><span class="token plain">ENV </span><span class="token assign-left variable" style="color:rgb(191, 199, 213)">JAVA_HOME</span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token plain">/usr/lib/jvm/java-8-openjdk-amd64</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">RUN </span><span class="token function" style="color:rgb(130, 170, 255)">apt-get</span><span class="token plain"> update </span><span class="token operator" style="color:rgb(137, 221, 255)">&&</span><span class="token plain"> </span><span class="token function" style="color:rgb(130, 170, 255)">apt-get</span><span class="token plain"> </span><span class="token function" style="color:rgb(130, 170, 255)">install</span><span class="token plain"> -y openjdk-8-jdk </span><span class="token function" style="color:rgb(130, 170, 255)">wget</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Install hadoop</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">ENV </span><span class="token assign-left variable" style="color:rgb(191, 199, 213)">HADOOP_VERSION</span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token string" style="color:rgb(195, 232, 141)">"3.1.2"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">RUN </span><span class="token function" style="color:rgb(130, 170, 255)">wget</span><span class="token plain"> https://archive.apache.org/dist/hadoop/common/hadoop-</span><span class="token variable" style="color:rgb(191, 199, 213)">${HADOOP_VERSION}</span><span class="token plain">/hadoop-</span><span class="token variable" style="color:rgb(191, 199, 213)">${HADOOP_VERSION}</span><span class="token plain">.tar.gz</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># If you are in mainland China, you can use the following command.</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># RUN wget http://mirrors.hust.edu.cn/apache/hadoop/common/hadoop-${HADOOP_VERSION}/hadoop-${HADOOP_VERSION}.tar.gz</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">RUN </span><span class="token function" style="color:rgb(130, 170, 255)">tar</span><span class="token plain"> zxf hadoop-</span><span class="token variable" style="color:rgb(191, 199, 213)">${HADOOP_VERSION}</span><span class="token plain">.tar.gz</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">RUN </span><span class="token function" style="color:rgb(130, 170, 255)">ln</span><span class="token plain"> -s hadoop-</span><span class="token variable" style="color:rgb(191, 199, 213)">${HADOOP_VERSION}</span><span class="token plain"> hadoop-current</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">RUN </span><span class="token function" style="color:rgb(130, 170, 255)">rm</span><span class="token plain"> hadoop-</span><span class="token variable" style="color:rgb(191, 199, 213)">${HADOOP_VERSION}</span><span class="token plain">.tar.gz</span><br></span></code></pre><button type="button" aria-label="Copy code to clipboard" title="Copy" class="copyButton_eDfN clean-btn"><span class="copyButtonIcons_W9eQ" aria-hidden="true"><svg class="copyButtonIcon_XEyF" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_i9w9" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div><p>Build and push to your own docker registry: Use <code>docker build ... </code> and <code>docker push ...</code> to finish this step.</p><h2 class="anchor anchorWithStickyNavbar_mojV" id="use-examples-to-build-your-own-mxnet-docker-images">Use examples to build your own MXNet docker images<a class="hash-link" href="#use-examples-to-build-your-own-mxnet-docker-images" title="Direct link to heading">β</a></h2><p>We provided some example Dockerfiles for you to build your own MXNet docker images.</p><p>For latest MXNet</p><ul><li><em>docker/mxnet/base/ubuntu-18.04/Dockerfile.cpu.mxnet_latest</em>: Latest MXNet that supports CPU</li><li><em>docker/mxnet/base/ubuntu-18.04/Dockerfile.gpu.mxnet_latest</em>: Latest MXNet that supports GPU, which is prebuilt to CUDA10.</li></ul><h1>Build Docker images</h1><h3 class="anchor anchorWithStickyNavbar_mojV" id="manually-build-docker-image">Manually build Docker image:<a class="hash-link" href="#manually-build-docker-image" title="Direct link to heading">β</a></h3><p>Under <code>docker/mxnet</code> directory, run <code>build-all.sh</code> to build all Docker images. This command will build the following Docker images:</p><ul><li><code>mxnet-latest-cpu-base:0.0.1</code> for base Docker image which includes Hadoop, MXNet</li><li><code>mxnet-latest-gpu-base:0.0.1</code> for base Docker image which includes Hadoop, MXNet, GPU base libraries.</li></ul></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/apache/submarine/edit/master/website/versioned_docs/version-0.6.0/userDocs/yarn/WriteDockerfileMX.md" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_dcUD" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_foO9"></div></div></footer></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages navigation"><div class="pagination-nav__item"></div><div class="pagination-nav__item pagination-nav__item--next"></div></nav></div></div><div class="col col--3"><div class="tableOfContents_cNA8 thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#how-to-create-docker-images-to-run-mxnet-on-yarn" class="table-of-contents__link toc-highlight">How to create docker images to run MXNet on YARN</a></li><li><a href="#use-examples-to-build-your-own-mxnet-docker-images" class="table-of-contents__link toc-highlight">Use examples to build your own MXNet docker images</a><ul><li><a href="#manually-build-docker-image" class="table-of-contents__link toc-highlight">Manually build Docker image:</a></li></ul></li></ul></div></div></div></div></main></div></div><footer class="footer footer--dark"><div class="container container-fluid"><div class="row footer__links"><div class="col footer__col"><div class="footer__title">Docs</div><ul class="footer__items"><li class="footer__item"><a class="footer__link-item" href="/docs/gettingStarted/quickstart">Getting Started</a></li><li class="footer__item"><a class="footer__link-item" href="/docs/api/environment">API docs</a></li></ul></div><div class="col footer__col"><div class="footer__title">Community</div><ul class="footer__items"><li class="footer__item"><a href="https://stackoverflow.com/questions/tagged/apache-submarine" target="_blank" rel="noopener noreferrer" class="footer__link-item">Stack Overflow<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_I5OW"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li><li class="footer__item"><a href="https://s.apache.org/slack-invite" target="_blank" rel="noopener noreferrer" class="footer__link-item">Slack<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_I5OW"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li></ul></div><div class="col footer__col"><div class="footer__title">More</div><ul class="footer__items"><li class="footer__item"><a href="https://medium.com/@apache.submarine" target="_blank" rel="noopener noreferrer" class="footer__link-item">Blog</a></li><li class="footer__item"><a href="https://github.com/apache/submarine" target="_blank" rel="noopener noreferrer" class="footer__link-item">GitHub<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_I5OW"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li></ul></div></div><div class="footer__bottom text--center"><div class="margin-bottom--sm"><a href="https://www.apache.org/" target="_blank" rel="noopener noreferrer" class="footerLogoLink_gHmE"><img src="https://hadoop.apache.org/asf_logo_wide.png" alt="Apache Open Source Logo" class="themedImage_W2Cr themedImage--light_TfLj footer__logo"><img src="https://hadoop.apache.org/asf_logo_wide.png" alt="Apache Open Source Logo" class="themedImage_W2Cr themedImage--dark_oUvU footer__logo"></a></div><div class="footer__copyright">Apache Submarine, Submarine, Apache, the Apache feather logo, and the Apache Submarine project logo are |
| either registered trademarks or trademarks of the Apache Software Foundation in the United States and other |
| countries.<br> Copyright Β© 2023 Apache Submarine is Apache2 Licensed software.</div></div></div></footer></div> |
| <script src="/assets/js/runtime~main.9d177e25.js"></script> |
| <script src="/assets/js/main.7cd2eed3.js"></script> |
| </body> |
| </html> |
