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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, which is no longer actively maintained.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="/zh-cn/docs/gettingStarted/quickstart">latest version</a></b> (<!-- -->0.7.0<!-- -->).</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>WriteDockerfileKaldi</h1></header><h2 class="anchor anchorWithStickyNavbar_mojV" id="creating-docker-images-for-running-kaldi-on-yarn">Creating Docker Images for Running Kaldi on YARN<a class="hash-link" href="#creating-docker-images-for-running-kaldi-on-yarn" title="Direct link to heading"></a></h2><h3 class="anchor anchorWithStickyNavbar_mojV" id="how-to-create-docker-images-to-run-kaldi-on-yarn">How to create docker images to run Kaldi on YARN<a class="hash-link" href="#how-to-create-docker-images-to-run-kaldi-on-yarn" title="Direct link to heading"></a></h3><p>Dockerfile to run Kaldi on YARN need two part:</p><p><strong>Base libraries which Kaldi depends on</strong></p><p>1) OS base image, for example <code>nvidia/cuda:10.0-cudnn7-devel-ubuntu18.04</code></p><p>2) Kaldi depended libraries and packages. For example <code>python</code>, <code>g++</code>, <code>make</code>. For GPU support, need <code>cuda</code>, <code>cudnn</code>, etc.</p><p>3) Kaldi compile.</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 (w/o GPU support) to install Kaldi:</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 nvidia/cuda:10.0-cudnn7-devel-ubuntu18.04</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">RUN </span><span class="token function" style="color:rgb(130, 170, 255)">apt-get</span><span class="token plain"> clean </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"> </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 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)">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 --no-install-recommends </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)">sudo</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"> openjdk-8-jdk </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"> iputils-ping </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"> g++ </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)">make</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"> automake </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"> autoconf </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)">bzip2</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)">unzip</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 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"> sox </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"> libtool </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)">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"> subversion </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"> python2.7 </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 </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"> zlib1g-dev </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"> ca-certificates </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"> patch </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"> ffmpeg </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)">vim</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"> </span><span class="token function" style="color:rgb(130, 170, 255)">rm</span><span class="token plain"> -rf /var/lib/apt/lists/* </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"> </span><span class="token function" style="color:rgb(130, 170, 255)">ln</span><span class="token plain"> -s /usr/bin/python2.7 /usr/bin/python</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)">git</span><span class="token plain"> clone --depth </span><span class="token number" style="color:rgb(247, 140, 108)">1</span><span class="token plain"> https://github.com/kaldi-asr/kaldi.git /opt/kaldi </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"> </span><span class="token builtin class-name" style="color:rgb(255, 203, 107)">cd</span><span class="token plain"> /opt/kaldi </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"> </span><span class="token builtin class-name" style="color:rgb(255, 203, 107)">cd</span><span class="token plain"> /opt/kaldi/tools </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"> ./extras/install_mkl.sh </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"> </span><span class="token function" style="color:rgb(130, 170, 255)">make</span><span class="token plain"> -j </span><span class="token variable" style="color:rgb(191, 199, 213)">$(</span><span class="token variable" style="color:rgb(191, 199, 213)">nproc</span><span class="token variable" style="color:rgb(191, 199, 213)">)</span><span class="token plain"> </span><span class="token operator" style="color:rgb(137, 221, 255)">&&</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">\</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token builtin class-name" style="color:rgb(255, 203, 107)">cd</span><span class="token plain"> /opt/kaldi/src </span><span class="token operator" style="color:rgb(137, 221, 255)">&&</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">\</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> ./configure --shared --use-cuda </span><span class="token operator" style="color:rgb(137, 221, 255)">&&</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">\</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token function" style="color:rgb(130, 170, 255)">make</span><span class="token plain"> depend -j </span><span class="token variable" style="color:rgb(191, 199, 213)">$(</span><span class="token variable" style="color:rgb(191, 199, 213)">nproc</span><span class="token variable" style="color:rgb(191, 199, 213)">)</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"> </span><span class="token function" style="color:rgb(130, 170, 255)">make</span><span class="token plain"> -j </span><span class="token variable" style="color:rgb(191, 199, 213)">$(</span><span class="token variable" style="color:rgb(191, 199, 213)">nproc</span><span class="token variable" style="color:rgb(191, 199, 213)">)</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">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"></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)">"3.2.1"</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)">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)">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)">${HADOOP_VERSION}</span><span class="token plain">.tar.gz </span><span class="token operator" style="color:rgb(137, 221, 255)">&&</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">\</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token function" style="color:rgb(130, 170, 255)">tar</span><span class="token plain"> zxf hadoop-</span><span class="token variable" style="color:rgb(191, 199, 213)">${HADOOP_VERSION}</span><span class="token plain">.tar.gz </span><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"> </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)">${HADOOP_VERSION}</span><span class="token plain"> hadoop-current </span><span class="token operator" style="color:rgb(137, 221, 255)">&&</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">\</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token function" style="color:rgb(130, 170, 255)">rm</span><span class="token plain"> hadoop-</span><span class="token variable" style="color:rgb(191, 199, 213)">${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><h3 class="anchor anchorWithStickyNavbar_mojV" id="use-examples-to-build-your-own-kaldi-docker-images">Use examples to build your own Kaldi docker images<a class="hash-link" href="#use-examples-to-build-your-own-kaldi-docker-images" title="Direct link to heading"></a></h3><p>We provided following examples for you to build kaldi docker images.</p><p>For latest Kaldi</p><ul><li>*base/ubuntu-18.04/Dockerfile.gpu.kaldi_latest: Latest Kaldi that supports GPU, which is prebuilt to CUDA10, with models.</li></ul><h3 class="anchor anchorWithStickyNavbar_mojV" id="build-docker-images">Build Docker images<a class="hash-link" href="#build-docker-images" title="Direct link to heading"></a></h3><h4 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"></a></h4><p>Under <code>docker/</code> directory,The CLUSTER_NAME can be modified in build-all.sh to have installation permissions, run <code>build-all.sh</code> to build Docker images. It will build following images:</p><ul><li><code>kaldi-latest-gpu-base:0.0.1</code> for base Docker image which includes Hadoop, Kaldi, GPU base libraries, which includes thchs30 model.</li></ul><h4 class="anchor anchorWithStickyNavbar_mojV" id="use-prebuilt-images">Use prebuilt images<a class="hash-link" href="#use-prebuilt-images" title="Direct link to heading"></a></h4><p>(No liability) |