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| --><div class="section" id="docker-images"> |
| <h1>Docker Images<a class="headerlink" href="#docker-images" title="Permalink to this headline">¶</a></h1> |
| <div class="section" id="available-tags"> |
| <h2>Available tags<a class="headerlink" href="#available-tags" title="Permalink to this headline">¶</a></h2> |
| <ul class="simple"> |
| <li><code class="docutils literal"><span class="pre">devel</span></code>, with SINGA and the development packages installed on Ubuntu16.04 (no GPU)</li> |
| <li><code class="docutils literal"><span class="pre">devel-cuda</span></code>, with SINGA, CUDA8.0, CUDNN5, and other development packages installed on Ubuntu16.04</li> |
| </ul> |
| </div> |
| <div class="section" id="use-the-existing-docker-images"> |
| <h2>Use the existing Docker images<a class="headerlink" href="#use-the-existing-docker-images" title="Permalink to this headline">¶</a></h2> |
| <p>Users can pull the Docker images from Dockerhub via</p> |
| <div class="highlight-default"><div class="highlight"><pre><span></span><span class="n">docker</span> <span class="n">pull</span> <span class="n">apache</span><span class="o">/</span><span class="n">singa</span><span class="p">:</span><span class="n">devel</span> |
| <span class="c1"># or</span> |
| <span class="n">docker</span> <span class="n">pull</span> <span class="n">apache</span><span class="o">/</span><span class="n">singa</span><span class="p">:</span><span class="n">devel</span><span class="o">-</span><span class="n">cuda</span> |
| </pre></div> |
| </div> |
| <p>Run the docker container using</p> |
| <div class="highlight-default"><div class="highlight"><pre><span></span><span class="n">docker</span> <span class="n">run</span> <span class="o">-</span><span class="n">it</span> <span class="n">apache</span><span class="o">/</span><span class="n">singa</span><span class="p">:</span><span class="n">devel</span> <span class="o">/</span><span class="nb">bin</span><span class="o">/</span><span class="n">bash</span> |
| <span class="c1"># or</span> |
| <span class="n">docker</span> <span class="n">run</span> <span class="o">-</span><span class="n">it</span> <span class="n">apache</span><span class="o">/</span><span class="n">singa</span><span class="p">:</span><span class="n">devel</span><span class="o">-</span><span class="n">cuda</span> <span class="o">/</span><span class="nb">bin</span><span class="o">/</span><span class="n">bash</span> |
| </pre></div> |
| </div> |
| <p>The latest SINGA code is under the <code class="docutils literal"><span class="pre">singa</span></code> folder.</p> |
| </div> |
| <div class="section" id="create-new-docker-images-from-dockerfile"> |
| <h2>Create new Docker images from Dockerfile<a class="headerlink" href="#create-new-docker-images-from-dockerfile" title="Permalink to this headline">¶</a></h2> |
| <p>New Docker images could be created by executing the following command within the |
| Dockerfile folder, e.g., tool/docker/devel/</p> |
| <div class="highlight-default"><div class="highlight"><pre><span></span><span class="n">docker</span> <span class="n">build</span> <span class="o">-</span><span class="n">t</span> <span class="n">singa</span><span class="p">:</span><span class="o"><</span><span class="n">TAG</span><span class="o">></span> <span class="o">-</span><span class="n">f</span> <span class="n">Dockerfile</span> |
| </pre></div> |
| </div> |
| <p>The <code class="docutils literal"><span class="pre"><TAG></span></code> is named as</p> |
| <div class="highlight-default"><div class="highlight"><pre><span></span><span class="n">devel</span><span class="o">|</span><span class="n">runtime</span><span class="p">[</span><span class="o">-</span><span class="n">CUDA</span><span class="o">|</span><span class="n">CPU</span><span class="p">][</span><span class="o">-</span><span class="n">CUDNN</span><span class="p">]</span> |
| </pre></div> |
| </div> |
| <ul class="simple"> |
| <li>devel: development images with all dependent libs‘ header files installed and SINGA‘s source code; runtime: the minimal images which can run SINGA programs.</li> |
| <li>CUDA: cuda10.0, cuda9.0</li> |
| <li>CUDNN: cudnn7</li> |
| </ul> |
| <p>Here are some example tags:</p> |
| <p><code class="docutils literal"><span class="pre">devel-cuda9-cudnn7</span></code>, <code class="docutils literal"><span class="pre">devel-cuda9-cudnn7</span></code>, <code class="docutils literal"><span class="pre">devel-cuda10-cudnn7</span></code>, <code class="docutils literal"><span class="pre">devel-cpu</span></code>, <code class="docutils literal"><span class="pre">runtime-gpu</span></code> and <code class="docutils literal"><span class="pre">runtime-cpu</span></code></p> |
| <p>Please follow the existing Dockefiles under tool/docker/ to create other Dockefiles. |
| The folder structure is like</p> |
| <div class="highlight-default"><div class="highlight"><pre><span></span><span class="n">level1</span><span class="p">:</span> <span class="n">devel</span><span class="o">|</span><span class="n">runtime</span> |
| <span class="n">level2</span><span class="p">:</span> <span class="n">Dockerfile</span><span class="p">,</span> <span class="n">OS</span> |
| <span class="n">level3</span><span class="p">:</span> <span class="n">Dockerfile</span><span class="p">,</span> <span class="n">CUDA</span><span class="o">|</span><span class="n">MKLDNN</span> |
| </pre></div> |
| </div> |
| <p>For example, the path of the Dockerfile for <code class="docutils literal"><span class="pre">devel-cuda9-cudnn7</span></code> is <code class="docutils literal"><span class="pre">tool/docker/devel/ubuntu/cuda9/Dockerfile</span></code>.</p> |
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