Modified: incubator/singa/site/trunk/en/docs/installation.html URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/installation.html?rev=1831607&r1=1831606&r2=1831607&view=diff ============================================================================== --- incubator/singa/site/trunk/en/docs/installation.html (original) +++ incubator/singa/site/trunk/en/docs/installation.html Tue May 15 05:39:56 2018 @@ -93,17 +93,13 @@ <li class="toctree-l1"><a class="reference internal" href="../downloads.html">Download SINGA</a></li> <li class="toctree-l1 current"><a class="reference internal" href="index.html">Documentation</a><ul class="current"> <li class="toctree-l2 current"><a class="current reference internal" href="#">Installation</a><ul> -<li class="toctree-l3"><a class="reference internal" href="#from-conda">From Conda</a><ul> -<li class="toctree-l4"><a class="reference internal" href="#linux">Linux</a></li> -<li class="toctree-l4"><a class="reference internal" href="#mac-osx">Mac OSX</a></li> -</ul> -</li> -<li class="toctree-l3"><a class="reference internal" href="#from-debian-package">From Debian Package</a></li> +<li class="toctree-l3"><a class="reference internal" href="#from-conda">From Conda</a></li> <li class="toctree-l3"><a class="reference internal" href="#from-source">From source</a><ul> -<li class="toctree-l4"><a class="reference internal" href="#pre-requisite">Pre-requisite</a></li> -<li class="toctree-l4"><a class="reference internal" href="#instructions">Instructions</a></li> -<li class="toctree-l4"><a class="reference internal" href="#linux-and-mac-os">Linux and Mac OS</a></li> +<li class="toctree-l4"><a class="reference internal" href="#use-conda-to-build-singa">Use Conda to build SINGA</a></li> +<li class="toctree-l4"><a class="reference internal" href="#use-native-tools-to-build-singa-on-ubuntu">Use native tools to build SINGA on Ubuntu</a></li> <li class="toctree-l4"><a class="reference internal" href="#compile-singa-on-windows">Compile SINGA on Windows</a></li> +<li class="toctree-l4"><a class="reference internal" href="#more-details-about-the-compilation-options">More details about the compilation options</a></li> +<li class="toctree-l4"><a class="reference internal" href="#use-modules">USE_MODULES</a></li> </ul> </li> <li class="toctree-l3"><a class="reference internal" href="#faq">FAQ</a></li> @@ -208,31 +204,32 @@ <span id="installation"></span><h1>Installation<a class="headerlink" href="#installation" title="Permalink to this headline">¶</a></h1> <div class="section" id="from-conda"> <span id="from-conda"></span><h2>From Conda<a class="headerlink" href="#from-conda" title="Permalink to this headline">¶</a></h2> -<p>Conda is a package manager provided by <a class="reference external" href="https://www.continuum.io/downloads";>Anaconda</a> or <a class="reference external" href="https://conda.io/miniconda.html";>Miniconda</a>. -Currently, SINGA has conda packages (Python 2.7 and Python 3.6) for Linux and MacOSX.</p> -<div class="section" id="linux"> -<span id="linux"></span><h3>Linux<a class="headerlink" href="#linux" title="Permalink to this headline">¶</a></h3> +<p>Conda is a package manager for Python, CPP and other packages.</p> +<p>Currently, SINGA has conda packages (Python 2.7 and Python 3.6) for Linux and MacOSX. +<a class="reference external" href="https://conda.io/miniconda.html";>Miniconda3</a> is recommended to use with SINGA. +After installing miniconda, execute the one of the following commands to install +SINGA.</p> <ol> <li><p class="first">CPU only</p> -<div class="highlight-default notranslate"><div class="highlight"><pre><span></span> <span class="n">conda</span> <span class="n">install</span> <span class="o">-</span><span class="n">c</span> <span class="n">nusdbsystem</span> <span class="n">singa</span> +<div class="highlight-default notranslate"><div class="highlight"><pre><span></span> <span class="n">conda</span> <span class="n">install</span> <span class="o">-</span><span class="n">c</span> <span class="n">nusdbsystem</span> <span class="n">singa</span><span class="o">-</span><span class="n">cpu</span> </pre></div> </div> </li> -<li><p class="first">GPU via CUDA+cuDNN</p> -<div class="highlight-default notranslate"><div class="highlight"><pre><span></span> <span class="n">conda</span> <span class="n">install</span> <span class="o">-</span><span class="n">c</span> <span class="n">nusdbsystem</span> <span class="n">singa</span><span class="o">-</span><span class="n">cudax</span><span class="o">.</span><span class="n">y</span><span class="o">-</span><span class="n">cudnnz</span> +<li><p class="first">GPU with CUDA and cuDNN</p> +<div class="highlight-default notranslate"><div class="highlight"><pre><span></span> <span class="n">conda</span> <span class="n">install</span> <span class="o">-</span><span class="n">c</span> <span class="n">nusdbsystem</span> <span class="n">singa</span><span class="o">-</span><span class="n">gpu</span> </pre></div> </div> -<p>where <code class="docutils literal notranslate"><span class="pre">x.y,z</span></code> is one of <8.0, 5>, <7.5, 5> and <7.5, 4>. -Users need to install CUDA and cuDNN before installing SINGA. -If cuDNN is not in system folders (e.g., /usr/local), export the folder of libcudnn.so to LD_LIBRARY_PATH</p> </li> </ol> -</div> -<div class="section" id="mac-osx"> -<span id="mac-osx"></span><h3>Mac OSX<a class="headerlink" href="#mac-osx" title="Permalink to this headline">¶</a></h3> -<p>Only the CPU version is available,</p> -<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">conda</span> <span class="n">config</span> <span class="o">--</span><span class="n">add</span> <span class="n">channels</span> <span class="n">conda</span><span class="o">-</span><span class="n">forge</span> -<span class="n">conda</span> <span class="n">install</span> <span class="o">-</span><span class="n">c</span> <span class="n">nusdbsystem</span> <span class="n">singa</span> +<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">It</span> <span class="ow">is</span> <span class="n">equivalent</span> <span class="n">to</span> + + <span class="n">conda</span> <span class="n">install</span> <span class="o">-</span><span class="n">c</span> <span class="n">nusdbsystem</span> <span class="n">singa</span><span class="o">=</span><span class="mf">1.1</span><span class="o">.</span><span class="mi">1</span><span class="o">=</span><span class="n">py36_cuda9</span><span class="o">.</span><span class="mi">0</span><span class="o">-</span><span class="n">cudnn7</span><span class="o">.</span><span class="mf">1.2</span> + +<span class="n">CUDA</span> <span class="mf">9.0</span> <span class="n">must</span> <span class="n">be</span> <span class="n">installed</span> <span class="n">before</span> <span class="n">executing</span> <span class="n">the</span> <span class="n">above</span> <span class="n">command</span><span class="o">.</span> <span class="n">Singa</span> +<span class="n">packages</span> <span class="k">for</span> <span class="n">other</span> <span class="n">CUDA</span> <span class="n">versions</span> <span class="n">are</span> <span class="n">also</span> <span class="n">available</span><span class="o">.</span> <span class="n">The</span> <span class="n">following</span> <span class="n">instruction</span> +<span class="n">lists</span> <span class="nb">all</span> <span class="n">the</span> <span class="n">available</span> <span class="n">Singa</span> <span class="n">packages</span><span class="o">.</span> + + <span class="n">conda</span> <span class="n">search</span> <span class="o">-</span><span class="n">c</span> <span class="n">nusdbsystem</span> <span class="n">singa</span> </pre></div> </div> <p>If there is no error message from</p> @@ -241,74 +238,56 @@ If cuDNN is not in system folders (e.g., </div> <p>then SINGA is installed successfully.</p> </div> -</div> -<div class="section" id="from-debian-package"> -<span id="from-debian-package"></span><h2>From Debian Package<a class="headerlink" href="#from-debian-package" title="Permalink to this headline">¶</a></h2> -<p>The following Debian packages (on architecture: amd64) are available</p> -<table border="1"> - <tr> - <th>OS</th> - <th>Device</th> - <th>CUDA/cuDNN</th> - <th>Link</th> - </tr> - <tr> - <td>Ubuntu14.04</td> - <td>CPU</td> - <td>-</td> - <td><a href="http://comp.nus.edu.sg/~dbsystem/singa/assets/file/debian/latest/ubuntu14.04-cpp/python-singa.deb";>latest</a>, <a href="http://www.comp.nus.edu.sg/~dbsystem/singa/assets/file/debian";>history</a></td> - </tr> - <tr> - <td>Ubuntu14.04</td> - <td>GPU</td> - <td>CUDA7.5+cuDNN4</td> - <td>-</td> - </tr> - <tr> - <td>Ubuntu14.04</td> - <td>GPU</td> - <td>CUDA7.5+cuDNN5</td> - <td>-</td> - </tr> - <tr> - <td>Ubuntu14.04</td> - <td>GPU</td> - <td>CUDA8.0+cuDNN5</td> - <td>-</td> - </tr> -</table><p>Download the deb file and install it via</p> -<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">apt</span><span class="o">-</span><span class="n">get</span> <span class="n">install</span> <span class="o"><</span><span class="n">path</span> <span class="n">to</span> <span class="n">the</span> <span class="n">deb</span> <span class="n">file</span><span class="p">,</span> <span class="n">e</span><span class="o">.</span><span class="n">g</span><span class="o">.</span><span class="p">,</span> <span class="o">./</span><span class="n">python</span><span class="o">-</span><span class="n">singa</span><span class="o">.</span><span class="n">deb</span><span class="o">></span> -</pre></div> -</div> -<p>Note that the path must include <code class="docutils literal notranslate"><span class="pre">./</span></code> if the file in inside the current folder.</p> -</div> <div class="section" id="from-source"> <span id="from-source"></span><h2>From source<a class="headerlink" href="#from-source" title="Permalink to this headline">¶</a></h2> -<p>The source files could be downloaded either as a <a class="reference external" href="https://dist.apache.org/repos/dist/dev/incubator/singa/";>tar.gz file</a>, or as a git repo</p> +<p>The source files could be downloaded either as a +<a class="reference external" href="https://dist.apache.org/repos/dist/dev/incubator/singa/";>tar.gz file</a>, or as a git repo</p> <div class="highlight-default notranslate"><div class="highlight"><pre><span></span>$ git clone https://github.com/apache/incubator-singa.git $ cd incubator-singa/ </pre></div> </div> -<div class="section" id="pre-requisite"> -<span id="pre-requisite"></span><h3>Pre-requisite<a class="headerlink" href="#pre-requisite" title="Permalink to this headline">¶</a></h3> -<p>The following libraries are required</p> +<div class="section" id="use-conda-to-build-singa"> +<span id="use-conda-to-build-singa"></span><h3>Use Conda to build SINGA<a class="headerlink" href="#use-conda-to-build-singa" title="Permalink to this headline">¶</a></h3> +<p>Conda-build is a building tool that installs the dependent libraries from anaconda cloud and +executes the building scripts. The generated package can be uploaded to anaconda +cloud for others to download and install.</p> +<p>To install conda-build (after installing miniconda)</p> +<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">conda</span> <span class="n">install</span> <span class="n">conda</span><span class="o">-</span><span class="n">build</span> +</pre></div> +</div> +<p>To build the CPU version of SINGA</p> +<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">export</span> <span class="n">BUILD_STR</span><span class="o">=</span><span class="n">cpu</span> +<span class="n">conda</span> <span class="n">build</span> <span class="n">tool</span><span class="o">/</span><span class="n">conda</span><span class="o">/</span><span class="n">singa</span><span class="o">/</span> <span class="o">--</span><span class="n">python3</span><span class="o">.</span><span class="mi">6</span> <span class="p">(</span><span class="ow">or</span> <span class="o">--</span><span class="n">python2</span><span class="o">.</span><span class="mi">7</span><span class="p">)</span> +</pre></div> +</div> +<p>The above commands have been tested on Ubuntu 16.04 and Mac OSX. +Refer to the <a class="reference external" href="https://travis-ci.org/apache/incubator-singa";>Travis-CI page</a> for more information.</p> +<p>To build the GPU version of SINGA</p> +<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">export</span> <span class="n">BUILD_STR</span><span class="o">=</span><span class="n">cudax</span><span class="o">.</span><span class="n">y</span><span class="o">-</span><span class="n">cudnna</span><span class="o">.</span><span class="n">b</span><span class="o">.</span><span class="n">c</span> <span class="p">(</span><span class="n">e</span><span class="o">.</span><span class="n">g</span><span class="o">.</span> <span class="n">cuda9</span><span class="o">.</span><span class="mi">0</span><span class="o">-</span><span class="n">cudnn7</span><span class="o">.</span><span class="mf">1.2</span><span class="p">)</span> +<span class="n">export</span> <span class="n">CUDNN_PATH</span><span class="o">=<</span><span class="n">path</span> <span class="n">to</span> <span class="n">cudnn</span> <span class="n">folder</span><span class="o">></span> +<span class="n">conda</span> <span class="n">build</span> <span class="n">tool</span><span class="o">/</span><span class="n">conda</span><span class="o">/</span><span class="n">singa</span><span class="o">/</span> <span class="o">--</span><span class="n">python3</span><span class="o">.</span><span class="mi">6</span> <span class="p">(</span><span class="ow">or</span> <span class="o">--</span><span class="n">python2</span><span class="o">.</span><span class="mi">7</span><span class="p">)</span> +</pre></div> +</div> +<p>The commands for building on GPU platforms have been tested on Ubuntu 16.04 (cuDNN>=7 and CUDA>=9). +<a class="reference external" href="https://hub.docker.com/r/nvidia/cuda/";>Nvidiaâs Docker image</a> provides the building +environment with cuDNN and CUDA.</p> +<p>The location of the generated package file is shown on the screen. +Refer to <a class="reference external" href="https://conda.io/docs/commands/conda-install.html";>conda install</a> for +the instructions of installing the package from the local file.</p> +</div> +<div class="section" id="use-native-tools-to-build-singa-on-ubuntu"> +<span id="use-native-tools-to-build-singa-on-ubuntu"></span><h3>Use native tools to build SINGA on Ubuntu<a class="headerlink" href="#use-native-tools-to-build-singa-on-ubuntu" title="Permalink to this headline">¶</a></h3> +<p>The following libraries are required to compile and run SINGA. +Refer to SINGA <a class="reference external" href="https://github.com/apache/incubator-singa/blob/master/tool/docker/";>Dockerfiles</a> +for the instructions of installing them on Ubuntu 16.04.</p> <ul class="simple"> <li>cmake (>=2.8)</li> -<li>gcc (>=4.8.1) or Clang</li> +<li>gcc (>=4.8.1)</li> <li>google protobuf (>=2.5)</li> <li>blas (tested with openblas >=0.2.10)</li> <li>swig(>=3.0.10) for compiling PySINGA</li> <li>numpy(>=1.11.0) for compiling PySINGA</li> </ul> -<p>The following libraries are optional</p> -<ul class="simple"> -<li>opencv (tested with 2.4.8)</li> -<li>lmdb (tested with 0.9)</li> -<li>glog</li> -</ul> -</div> -<div class="section" id="instructions"> -<span id="instructions"></span><h3>Instructions<a class="headerlink" href="#instructions" title="Permalink to this headline">¶</a></h3> <ol class="simple"> <li>create a <code class="docutils literal notranslate"><span class="pre">build</span></code> folder inside incubator-singa and go into that folder</li> <li>run <code class="docutils literal notranslate"><span class="pre">cmake</span> <span class="pre">[options]</span> <span class="pre">..</span></code> @@ -316,59 +295,33 @@ by default all options are OFF except <c <li><code class="docutils literal notranslate"><span class="pre">USE_MODULES=ON</span></code>, used if protobuf and blas are not installed a prior</li> <li><code class="docutils literal notranslate"><span class="pre">USE_CUDA=ON</span></code>, used if CUDA and cuDNN is available</li> <li><code class="docutils literal notranslate"><span class="pre">USE_PYTHON=ON</span></code>, used for compiling PySINGA</li> -<li><code class="docutils literal notranslate"><span class="pre">USE_OPENCL=ON</span></code>, used for compiling with OpenCL support</li> <li><code class="docutils literal notranslate"><span class="pre">USE_PYTHON3=ON</span></code>, used for compiling with Python 3 support. (The default is Python 2)</li> +<li><code class="docutils literal notranslate"><span class="pre">USE_OPENCL=ON</span></code>, used for compiling with OpenCL support</li> <li><code class="docutils literal notranslate"><span class="pre">PACKAGE=ON</span></code>, used for building the Debian package</li> +<li><code class="docutils literal notranslate"><span class="pre">ENABLE_TEST</span></code>, used for compiling unit test cases</li> </ul> </li> -<li>compile the code, e.g., <code class="docutils literal notranslate"><span class="pre">make</span></code></li> +<li>compile the code, <code class="docutils literal notranslate"><span class="pre">make</span></code></li> <li>goto python folder</li> -<li>run <code class="docutils literal notranslate"><span class="pre">pip</span> <span class="pre">install</span> <span class="pre">.</span></code></li> -<li>[optional] run <code class="docutils literal notranslate"><span class="pre">python</span> <span class="pre">setup.py</span> <span class="pre">bdist_wheel</span></code> to generate the wheel file</li> +<li>run <code class="docutils literal notranslate"><span class="pre">pip</span> <span class="pre">install</span> <span class="pre">.</span></code> or <code class="docutils literal notranslate"><span class="pre">pip</span> <span class="pre">install</span> <span class="pre">-e</span> <span class="pre">.</span></code> The second command creates symlinks instead of copying files into python site-package folder.</li> </ol> -<p>Step 4 and 5 are to install PySINGA. -Details on the installation of dependent libraries and the instructions for each OS are given in the following sections.</p> -</div> -<div class="section" id="linux-and-mac-os"> -<span id="linux-and-mac-os"></span><h3>Linux and Mac OS<a class="headerlink" href="#linux-and-mac-os" title="Permalink to this headline">¶</a></h3> -<p>Most of the dependent libraries could be installed from source or via package mangers like -apt-get, yum, and homebrew. Please refer to FAQ for problems caused by the path setting of the dependent libraries.</p> -<p>The following instructions are tested on Ubuntu 14.04 and 16.04for installing dependent libraries.</p> -<div class="highlight-default notranslate"><div class="highlight"><pre><span></span># required libraries -$ sudo apt-get install libprotobuf-dev libopenblas-dev protobuf-compiler - -# optional libraries. -$ sudo apt-get install python2.7-dev python-pip python-numpy -# for Python 3 -$ sudo apt-get install python3-dev python3-numpy, python3-pip -$ sudo apt-get install libopencv-dev libgoogle-glog-dev liblmdb-dev +<p>Execute step 4 and 5 are to install PySINGA when USE_PYTHON=ON.</p> +<p>After compiling SINGA with ENABLE_TEST=ON, you can run the unit tests by</p> +<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>$ ./bin/test_singa </pre></div> </div> -<p>The following instructions are tested on Mac OS X Yosemite (10.11 and 10.12) for installing dependent libraries. Instructions for installing on macOS 10.13 (High Sierra) can be found <a class="reference external" href="install_macos1013.html">here</a>.</p> -<div class="highlight-default notranslate"><div class="highlight"><pre><span></span># required libraries -$ brew tap homebrew/science -$ brew install openblas -$ brew install protobuf260 - -# optional libraries -$ brew tap homebrew/python -$ brew install python -$ brew install opencv -$ brew install -vd glog lmdb -</pre></div> +<p>You can see all the testing cases with testing results. If SINGA passes all +tests, then you have successfully installed SINGA.</p> </div> -<p>By default, openblas is installed into /usr/local/opt/openblas. To let the compiler (and cmake) know the openblas -path,</p> -<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>$ export CMAKE_INCLUDE_PATH=/usr/local/opt/openblas/include:$CMAKE_INCLUDE_PATH -$ export CMAKE_LIBRARY_PATH=/usr/local/opt/openblas/lib:$CMAKE_LIBRARY_PATH -</pre></div> +<div class="section" id="compile-singa-on-windows"> +<span id="compile-singa-on-windows"></span><h3>Compile SINGA on Windows<a class="headerlink" href="#compile-singa-on-windows" title="Permalink to this headline">¶</a></h3> +<p>Instructions for building on Windows with Python support can be found <a class="reference external" href="install_win.html">here</a>.</p> </div> -<p>To let the runtime know the openblas path,</p> -<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>$ export LD_LIBRARY_PATH=/usr/local/opt/openblas/library:$LD_LIBRARY_PATH -</pre></div> +<div class="section" id="more-details-about-the-compilation-options"> +<span id="more-details-about-the-compilation-options"></span><h3>More details about the compilation options<a class="headerlink" href="#more-details-about-the-compilation-options" title="Permalink to this headline">¶</a></h3> </div> -<div class="section" id="compile-with-use-modules-on"> -<span id="compile-with-use-modules-on"></span><h4>Compile with USE_MODULES=ON<a class="headerlink" href="#compile-with-use-modules-on" title="Permalink to this headline">¶</a></h4> +<div class="section" id="use-modules"> +<span id="use-modules"></span><h3>USE_MODULES<a class="headerlink" href="#use-modules" title="Permalink to this headline">¶</a></h3> <p>If protobuf and openblas are not installed, you can compile SINGA together with them</p> <div class="highlight-default notranslate"><div class="highlight"><pre><span></span>$ In SINGA ROOT folder $ mkdir build @@ -379,12 +332,6 @@ $ make </div> <p>cmake would download OpenBlas and Protobuf (2.6.1) and compile them together with SINGA.</p> -<p>After compiling SINGA, you can run the unit tests by</p> -<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>$ ./bin/test_singa -</pre></div> -</div> -<p>You can see all the testing cases with testing results. If SINGA passes all -tests, then you have successfully installed SINGA.</p> <p>You can use <code class="docutils literal notranslate"><span class="pre">ccmake</span> <span class="pre">..</span></code> to configure the compilation options. If some dependent libraries are not in the system default paths, you need to export the following environment variables</p> @@ -392,21 +339,8 @@ the following environment variables</p> <span class="n">export</span> <span class="n">CMAKE_LIBRARY_PATH</span><span class="o">=<</span><span class="n">path</span> <span class="n">to</span> <span class="n">the</span> <span class="n">lib</span> <span class="n">file</span> <span class="n">folder</span><span class="o">></span> </pre></div> </div> -</div> -<div class="section" id="compile-with-use-python-on"> -<span id="compile-with-use-python-on"></span><h4>Compile with USE_PYTHON=ON<a class="headerlink" href="#compile-with-use-python-on" title="Permalink to this headline">¶</a></h4> -<p>swig and numpy can be install by</p> -<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>$ Ubuntu 14.04 and 16.04 -$ sudo apt-get install python-numpy -# Ubuntu 16.04 -$ sudo apt-get install swig -</pre></div> -</div> -<p>Note that swig has to be installed from source on Ubuntu 14.04. -After installing numpy, export the header path of numpy.i as</p> -<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>$ export CPLUS_INCLUDE_PATH=`python -c "import numpy; print numpy.get_include()"`:$CPLUS_INCLUDE_PATH -</pre></div> -</div> +<div class="section" id="use-python"> +<span id="use-python"></span><h4>USE_PYTHON<a class="headerlink" href="#use-python" title="Permalink to this headline">¶</a></h4> <p>Similar to compile CPP code, PySINGA is compiled by</p> <div class="highlight-default notranslate"><div class="highlight"><pre><span></span>$ cmake -DUSE_PYTHON=ON .. $ make @@ -414,20 +348,14 @@ $ cd python $ pip install . </pre></div> </div> -<p>Developers can build the wheel file via</p> -<div class="highlight-default notranslate"><div class="highlight"><pre><span></span># under the build directory -$ cd python -</pre></div> -</div> -<p>The generated wheel file is under âdistâ directory.</p> </div> -<div class="section" id="compile-singa-with-use-cuda-on"> -<span id="compile-singa-with-use-cuda-on"></span><h4>Compile SINGA with USE_CUDA=ON<a class="headerlink" href="#compile-singa-with-use-cuda-on" title="Permalink to this headline">¶</a></h4> +<div class="section" id="use-cuda"> +<span id="use-cuda"></span><h4>USE_CUDA<a class="headerlink" href="#use-cuda" title="Permalink to this headline">¶</a></h4> <p>Users are encouraged to install the CUDA and <a class="reference external" href="https://developer.nvidia.com/cudnn";>cuDNN</a> for running SINGA on GPUs to get better performance.</p> -<p>SINGA has been tested over CUDA (7, 7.5, 8), and cuDNN (4 and 5). If cuDNN is -decompressed into non-system folder, e.g. /home/bob/local/cudnn/, the following +<p>SINGA has been tested over CUDA 9, and cuDNN 7. If cuDNN is +installed into non-system folder, e.g. /home/bob/local/cudnn/, the following commands should be executed for cmake and the runtime to find it</p> <div class="highlight-default notranslate"><div class="highlight"><pre><span></span>$ export CMAKE_INCLUDE_PATH=/home/bob/local/cudnn/include:$CMAKE_INCLUDE_PATH $ export CMAKE_LIBRARY_PATH=/home/bob/local/cudnn/lib64:$CMAKE_LIBRARY_PATH @@ -437,11 +365,12 @@ $ export LD_LIBRARY_PATH=/home/bob/local <p>The cmake options for CUDA and cuDNN should be switched on</p> <div class="highlight-default notranslate"><div class="highlight"><pre><span></span># Dependent libs are install already $ cmake -DUSE_CUDA=ON .. +$ make </pre></div> </div> </div> -<div class="section" id="compile-singa-with-use-opencl-on"> -<span id="compile-singa-with-use-opencl-on"></span><h4>Compile SINGA with USE_OPENCL=ON<a class="headerlink" href="#compile-singa-with-use-opencl-on" title="Permalink to this headline">¶</a></h4> +<div class="section" id="use-opencl"> +<span id="use-opencl"></span><h4>USE_OPENCL<a class="headerlink" href="#use-opencl" title="Permalink to this headline">¶</a></h4> <p>SINGA uses opencl-headers and viennacl (version 1.7.1 or newer) for OpenCL support, which can be installed using via</p> <div class="highlight-default notranslate"><div class="highlight"><pre><span></span># On Ubuntu 16.04 @@ -456,22 +385,20 @@ $ sudo yum install opencl-headers, vienn <li>For Intel CPUs and/or GPUs, get the driver from the <a class="reference external" href="https://software.intel.com/en-us/articles/opencl-drivers";>Intel website.</a> Note that the drivers provided on that website only supports recent CPUs and Iris GPUs.</li> <li>For older Intel CPUs, you can use the <code class="docutils literal notranslate"><span class="pre">beignet-opencl-icd</span></code> package.</li> </ul> -<p>Note that running OpenCL on CPUs is not currently recommended because it is slow. Memory transfer is on the order of whole seconds (1000âs of ms on CPUs as compared to 1âs of ms on GPUs).</p> +<p>Note that running OpenCL on CPUs is not currently recommended because it is slow. +Memory transfer is on the order of whole seconds (1000âs of ms on CPUs as compared to 1âs of ms on GPUs).</p> <p>More information on setting up a working OpenCL environment may be found <a class="reference external" href="https://wiki.tiker.net/OpenCLHowTo";>here</a>.</p> <p>If the package version of ViennaCL is not at least 1.7.1, you will need to build it from source:</p> <p>Clone <a class="reference external" href="https://github.com/viennacl/viennacl-dev";>the repository from here</a>, checkout the <code class="docutils literal notranslate"><span class="pre">release-1.7.1</span></code> tag and build it. Remember to add its directory to <code class="docutils literal notranslate"><span class="pre">PATH</span></code> and the built libraries to <code class="docutils literal notranslate"><span class="pre">LD_LIBRARY_PATH</span></code>.</p> -<p>To build SINGA with OpenCL support, you need to pass the flag during cmake:</p> -<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">cmake</span> <span class="o">-</span><span class="n">DUSE_OPENCL</span><span class="o">=</span><span class="n">ON</span> <span class="o">..</span> +<p>To build SINGA with OpenCL support (tested on SINGA 1.1):</p> +<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>$ cmake -DUSE_OPENCL=ON .. +$ make </pre></div> </div> </div> -<div class="section" id="compile-singa-with-python2-on"> -<span id="compile-singa-with-python2-on"></span><h4>Compile SINGA with PYTHON2=ON<a class="headerlink" href="#compile-singa-with-python2-on" title="Permalink to this headline">¶</a></h4> -<p>The default Python version for SINGA is 3. SINGA can be built for Python 2 by setting PYTHON2=ON.</p> -</div> -<div class="section" id="compile-singa-with-package-on"> -<span id="compile-singa-with-package-on"></span><h4>Compile SINGA with PACKAGE=ON<a class="headerlink" href="#compile-singa-with-package-on" title="Permalink to this headline">¶</a></h4> +<div class="section" id="package"> +<span id="package"></span><h4>PACKAGE<a class="headerlink" href="#package" title="Permalink to this headline">¶</a></h4> <p>This setting is used to build the Debian package. Set PACKAGE=ON and build the package with make command like this:</p> <div class="highlight-default notranslate"><div class="highlight"><pre><span></span>$ cmake -DPACKAGE=ON $ make package @@ -479,10 +406,6 @@ $ make package </div> </div> </div> -<div class="section" id="compile-singa-on-windows"> -<span id="compile-singa-on-windows"></span><h3>Compile SINGA on Windows<a class="headerlink" href="#compile-singa-on-windows" title="Permalink to this headline">¶</a></h3> -<p>Instructions for building on Windows with Python support can be found <a class="reference external" href="install_win.html">here</a>.</p> -</div> </div> <div class="section" id="faq"> <span id="faq"></span><h2>FAQ<a class="headerlink" href="#faq" title="Permalink to this headline">¶</a></h2> @@ -704,7 +627,7 @@ In particular, if you build PySINGA from }); </script> -<div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions"> +<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions"> <span class="rst-current-version" data-toggle="rst-current-version"> <span class="fa fa-book"> incubator-singa </span> v: latest
Modified: incubator/singa/site/trunk/en/docs/layer.html URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/layer.html?rev=1831607&r1=1831606&r2=1831607&view=diff ============================================================================== --- incubator/singa/site/trunk/en/docs/layer.html (original) +++ incubator/singa/site/trunk/en/docs/layer.html Tue May 15 05:39:56 2018 @@ -1377,7 +1377,7 @@ supported layers</p> }); </script> -<div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions"> +<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions"> <span class="rst-current-version" data-toggle="rst-current-version"> <span class="fa fa-book"> incubator-singa </span> v: latest Modified: incubator/singa/site/trunk/en/docs/loss.html URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/loss.html?rev=1831607&r1=1831606&r2=1831607&view=diff ============================================================================== --- incubator/singa/site/trunk/en/docs/loss.html (original) +++ incubator/singa/site/trunk/en/docs/loss.html Tue May 15 05:39:56 2018 @@ -475,7 +475,7 @@ value is [0, x.shape[1])</li> }); </script> -<div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions"> +<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions"> <span class="rst-current-version" data-toggle="rst-current-version"> <span class="fa fa-book"> incubator-singa </span> v: latest Modified: incubator/singa/site/trunk/en/docs/metric.html URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/metric.html?rev=1831607&r1=1831606&r2=1831607&view=diff ============================================================================== --- incubator/singa/site/trunk/en/docs/metric.html (original) +++ incubator/singa/site/trunk/en/docs/metric.html Tue May 15 05:39:56 2018 @@ -438,7 +438,7 @@ ground truth to get the metric values.</ }); </script> -<div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions"> +<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions"> <span class="rst-current-version" data-toggle="rst-current-version"> <span class="fa fa-book"> incubator-singa </span> v: latest Modified: incubator/singa/site/trunk/en/docs/model_zoo/caffe/README.html URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/model_zoo/caffe/README.html?rev=1831607&r1=1831606&r2=1831607&view=diff ============================================================================== --- incubator/singa/site/trunk/en/docs/model_zoo/caffe/README.html (original) +++ incubator/singa/site/trunk/en/docs/model_zoo/caffe/README.html Tue May 15 05:39:56 2018 @@ -263,7 +263,7 @@ You can start the prediction program by }); </script> -<div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions"> +<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions"> <span class="rst-current-version" data-toggle="rst-current-version"> <span class="fa fa-book"> incubator-singa </span> v: latest Modified: incubator/singa/site/trunk/en/docs/model_zoo/char-rnn/README.html URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/model_zoo/char-rnn/README.html?rev=1831607&r1=1831606&r2=1831607&view=diff ============================================================================== --- incubator/singa/site/trunk/en/docs/model_zoo/char-rnn/README.html (original) +++ incubator/singa/site/trunk/en/docs/model_zoo/char-rnn/README.html Tue May 15 05:39:56 2018 @@ -303,7 +303,7 @@ Other plain text files can also be used. }); </script> -<div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions"> +<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions"> <span class="rst-current-version" data-toggle="rst-current-version"> <span class="fa fa-book"> incubator-singa </span> v: latest Modified: incubator/singa/site/trunk/en/docs/model_zoo/cifar10/README.html URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/model_zoo/cifar10/README.html?rev=1831607&r1=1831606&r2=1831607&view=diff ============================================================================== --- incubator/singa/site/trunk/en/docs/model_zoo/cifar10/README.html (original) +++ incubator/singa/site/trunk/en/docs/model_zoo/cifar10/README.html Tue May 15 05:39:56 2018 @@ -348,7 +348,7 @@ The âmodel.binâ file generated }); </script> -<div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions"> +<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions"> <span class="rst-current-version" data-toggle="rst-current-version"> <span class="fa fa-book"> incubator-singa </span> v: latest Modified: incubator/singa/site/trunk/en/docs/model_zoo/imagenet/alexnet/README.html URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/model_zoo/imagenet/alexnet/README.html?rev=1831607&r1=1831606&r2=1831607&view=diff ============================================================================== --- incubator/singa/site/trunk/en/docs/model_zoo/imagenet/alexnet/README.html (original) +++ incubator/singa/site/trunk/en/docs/model_zoo/imagenet/alexnet/README.html Tue May 15 05:39:56 2018 @@ -343,7 +343,7 @@ folder in data preprocessing step;</li> }); </script> -<div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions"> +<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions"> <span class="rst-current-version" data-toggle="rst-current-version"> <span class="fa fa-book"> incubator-singa </span> v: latest Modified: incubator/singa/site/trunk/en/docs/model_zoo/imagenet/googlenet/README.html URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/model_zoo/imagenet/googlenet/README.html?rev=1831607&r1=1831606&r2=1831607&view=diff ============================================================================== --- incubator/singa/site/trunk/en/docs/model_zoo/imagenet/googlenet/README.html (original) +++ incubator/singa/site/trunk/en/docs/model_zoo/imagenet/googlenet/README.html Tue May 15 05:39:56 2018 @@ -338,7 +338,7 @@ Refer to <a class="reference external" h }); </script> -<div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions"> +<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions"> <span class="rst-current-version" data-toggle="rst-current-version"> <span class="fa fa-book"> incubator-singa </span> v: latest Modified: incubator/singa/site/trunk/en/docs/model_zoo/imagenet/inception/README.html URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/model_zoo/imagenet/inception/README.html?rev=1831607&r1=1831606&r2=1831607&view=diff ============================================================================== --- incubator/singa/site/trunk/en/docs/model_zoo/imagenet/inception/README.html (original) +++ incubator/singa/site/trunk/en/docs/model_zoo/imagenet/inception/README.html Tue May 15 05:39:56 2018 @@ -274,7 +274,7 @@ After downloading and decompressing the }); </script> -<div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions"> +<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions"> <span class="rst-current-version" data-toggle="rst-current-version"> <span class="fa fa-book"> incubator-singa </span> v: latest Modified: incubator/singa/site/trunk/en/docs/model_zoo/imagenet/resnet/README.html URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/model_zoo/imagenet/resnet/README.html?rev=1831607&r1=1831606&r2=1831607&view=diff ============================================================================== --- incubator/singa/site/trunk/en/docs/model_zoo/imagenet/resnet/README.html (original) +++ incubator/singa/site/trunk/en/docs/model_zoo/imagenet/resnet/README.html Tue May 15 05:39:56 2018 @@ -285,7 +285,7 @@ the convert.py program.</p> }); </script> -<div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions"> +<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions"> <span class="rst-current-version" data-toggle="rst-current-version"> <span class="fa fa-book"> incubator-singa </span> v: latest Modified: incubator/singa/site/trunk/en/docs/model_zoo/imagenet/vgg/README.html URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/model_zoo/imagenet/vgg/README.html?rev=1831607&r1=1831606&r2=1831607&view=diff ============================================================================== --- incubator/singa/site/trunk/en/docs/model_zoo/imagenet/vgg/README.html (original) +++ incubator/singa/site/trunk/en/docs/model_zoo/imagenet/vgg/README.html Tue May 15 05:39:56 2018 @@ -282,7 +282,7 @@ to SINGA for image classification.</p> }); </script> -<div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions"> +<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions"> <span class="rst-current-version" data-toggle="rst-current-version"> <span class="fa fa-book"> incubator-singa </span> v: latest Modified: incubator/singa/site/trunk/en/docs/model_zoo/index.html URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/model_zoo/index.html?rev=1831607&r1=1831606&r2=1831607&view=diff ============================================================================== --- incubator/singa/site/trunk/en/docs/model_zoo/index.html (original) +++ incubator/singa/site/trunk/en/docs/model_zoo/index.html Tue May 15 05:39:56 2018 @@ -298,7 +298,7 @@ }); </script> -<div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions"> +<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions"> <span class="rst-current-version" data-toggle="rst-current-version"> <span class="fa fa-book"> incubator-singa </span> v: latest Modified: incubator/singa/site/trunk/en/docs/model_zoo/mnist/README.html URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/model_zoo/mnist/README.html?rev=1831607&r1=1831606&r2=1831607&view=diff ============================================================================== --- incubator/singa/site/trunk/en/docs/model_zoo/mnist/README.html (original) +++ incubator/singa/site/trunk/en/docs/model_zoo/mnist/README.html Tue May 15 05:39:56 2018 @@ -248,7 +248,7 @@ the program with an additional argument< }); </script> -<div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions"> +<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions"> <span class="rst-current-version" data-toggle="rst-current-version"> <span class="fa fa-book"> incubator-singa </span> v: latest Modified: incubator/singa/site/trunk/en/docs/net.html URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/net.html?rev=1831607&r1=1831606&r2=1831607&view=diff ============================================================================== --- incubator/singa/site/trunk/en/docs/net.html (original) +++ incubator/singa/site/trunk/en/docs/net.html Tue May 15 05:39:56 2018 @@ -549,7 +549,7 @@ less space.</li> }); </script> -<div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions"> +<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions"> <span class="rst-current-version" data-toggle="rst-current-version"> <span class="fa fa-book"> incubator-singa </span> v: latest Modified: incubator/singa/site/trunk/en/docs/neural-net.html URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/neural-net.html?rev=1831607&r1=1831606&r2=1831607&view=diff ============================================================================== --- incubator/singa/site/trunk/en/docs/neural-net.html (original) +++ incubator/singa/site/trunk/en/docs/neural-net.html Tue May 15 05:39:56 2018 @@ -548,7 +548,7 @@ lower layers and <code class="docutils l }); </script> -<div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions"> +<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions"> <span class="rst-current-version" data-toggle="rst-current-version"> <span class="fa fa-book"> incubator-singa </span> v: latest Modified: incubator/singa/site/trunk/en/docs/notebook/README.html URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/notebook/README.html?rev=1831607&r1=1831606&r2=1831607&view=diff ============================================================================== --- incubator/singa/site/trunk/en/docs/notebook/README.html (original) +++ incubator/singa/site/trunk/en/docs/notebook/README.html Tue May 15 05:39:56 2018 @@ -227,7 +227,7 @@ }); </script> -<div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions"> +<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions"> <span class="rst-current-version" data-toggle="rst-current-version"> <span class="fa fa-book"> incubator-singa </span> v: latest Modified: incubator/singa/site/trunk/en/docs/optimizer.html URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/optimizer.html?rev=1831607&r1=1831606&r2=1831607&view=diff ============================================================================== --- incubator/singa/site/trunk/en/docs/optimizer.html (original) +++ incubator/singa/site/trunk/en/docs/optimizer.html Tue May 15 05:39:56 2018 @@ -713,7 +713,7 @@ updating rules (including regularizer an }); </script> -<div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions"> +<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions"> <span class="rst-current-version" data-toggle="rst-current-version"> <span class="fa fa-book"> incubator-singa </span> v: latest Modified: incubator/singa/site/trunk/en/docs/snapshot.html URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/snapshot.html?rev=1831607&r1=1831606&r2=1831607&view=diff ============================================================================== --- incubator/singa/site/trunk/en/docs/snapshot.html (original) +++ incubator/singa/site/trunk/en/docs/snapshot.html Tue May 15 05:39:56 2018 @@ -309,7 +309,7 @@ }); </script> -<div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions"> +<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions"> <span class="rst-current-version" data-toggle="rst-current-version"> <span class="fa fa-book"> incubator-singa </span> v: latest Modified: incubator/singa/site/trunk/en/docs/software_stack.html URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/software_stack.html?rev=1831607&r1=1831606&r2=1831607&view=diff ============================================================================== --- incubator/singa/site/trunk/en/docs/software_stack.html (original) +++ incubator/singa/site/trunk/en/docs/software_stack.html Tue May 15 05:39:56 2018 @@ -350,7 +350,7 @@ model parameter values using parameter g }); </script> -<div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions"> +<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions"> <span class="rst-current-version" data-toggle="rst-current-version"> <span class="fa fa-book"> incubator-singa </span> v: latest Modified: incubator/singa/site/trunk/en/docs/tensor.html URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/tensor.html?rev=1831607&r1=1831606&r2=1831607&view=diff ============================================================================== --- incubator/singa/site/trunk/en/docs/tensor.html (original) +++ incubator/singa/site/trunk/en/docs/tensor.html Tue May 15 05:39:56 2018 @@ -1773,7 +1773,7 @@ e.g. 0 â sum each column; 1 â }); </script> -<div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions"> +<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions"> <span class="rst-current-version" data-toggle="rst-current-version"> <span class="fa fa-book"> incubator-singa </span> v: latest Modified: incubator/singa/site/trunk/en/docs/utils.html URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/utils.html?rev=1831607&r1=1831606&r2=1831607&view=diff ============================================================================== --- incubator/singa/site/trunk/en/docs/utils.html (original) +++ incubator/singa/site/trunk/en/docs/utils.html Tue May 15 05:39:56 2018 @@ -277,7 +277,7 @@ }); </script> -<div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions"> +<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions"> <span class="rst-current-version" data-toggle="rst-current-version"> <span class="fa fa-book"> incubator-singa </span> v: latest Modified: incubator/singa/site/trunk/en/downloads.html URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/downloads.html?rev=1831607&r1=1831606&r2=1831607&view=diff ============================================================================== --- incubator/singa/site/trunk/en/downloads.html (original) +++ incubator/singa/site/trunk/en/downloads.html Tue May 15 05:39:56 2018 @@ -362,7 +362,7 @@ ASF.</p> }); </script> -<div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions"> +<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions"> <span class="rst-current-version" data-toggle="rst-current-version"> <span class="fa fa-book"> incubator-singa </span> v: latest Modified: incubator/singa/site/trunk/en/genindex.html URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/genindex.html?rev=1831607&r1=1831606&r2=1831607&view=diff ============================================================================== --- incubator/singa/site/trunk/en/genindex.html (original) +++ incubator/singa/site/trunk/en/genindex.html Tue May 15 05:39:56 2018 @@ -948,7 +948,7 @@ }); </script> -<div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions"> +<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions"> <span class="rst-current-version" data-toggle="rst-current-version"> <span class="fa fa-book"> incubator-singa </span> v: latest Modified: incubator/singa/site/trunk/en/index.html URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/index.html?rev=1831607&r1=1831606&r2=1831607&view=diff ============================================================================== --- incubator/singa/site/trunk/en/index.html (original) +++ incubator/singa/site/trunk/en/index.html Tue May 15 05:39:56 2018 @@ -331,7 +331,7 @@ Please cite the following two papers if }); </script> -<div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions"> +<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions"> <span class="rst-current-version" data-toggle="rst-current-version"> <span class="fa fa-book"> incubator-singa </span> v: latest Modified: incubator/singa/site/trunk/en/py-modindex.html URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/py-modindex.html?rev=1831607&r1=1831606&r2=1831607&view=diff ============================================================================== --- incubator/singa/site/trunk/en/py-modindex.html (original) +++ incubator/singa/site/trunk/en/py-modindex.html Tue May 15 05:39:56 2018 @@ -309,7 +309,7 @@ }); </script> -<div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions"> +<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions"> <span class="rst-current-version" data-toggle="rst-current-version"> <span class="fa fa-book"> incubator-singa </span> v: latest Modified: incubator/singa/site/trunk/en/releases/RELEASE_NOTES_0.1.0.html URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/releases/RELEASE_NOTES_0.1.0.html?rev=1831607&r1=1831606&r2=1831607&view=diff ============================================================================== --- incubator/singa/site/trunk/en/releases/RELEASE_NOTES_0.1.0.html (original) +++ incubator/singa/site/trunk/en/releases/RELEASE_NOTES_0.1.0.html Tue May 15 05:39:56 2018 @@ -337,7 +337,7 @@ deep learning models.</p> }); </script> -<div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions"> +<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions"> <span class="rst-current-version" data-toggle="rst-current-version"> <span class="fa fa-book"> incubator-singa </span> v: latest Modified: incubator/singa/site/trunk/en/releases/RELEASE_NOTES_0.2.0.html URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/releases/RELEASE_NOTES_0.2.0.html?rev=1831607&r1=1831606&r2=1831607&view=diff ============================================================================== --- incubator/singa/site/trunk/en/releases/RELEASE_NOTES_0.2.0.html (original) +++ incubator/singa/site/trunk/en/releases/RELEASE_NOTES_0.2.0.html Tue May 15 05:39:56 2018 @@ -326,7 +326,7 @@ of popular deep learning models.</p> }); </script> -<div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions"> +<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions"> <span class="rst-current-version" data-toggle="rst-current-version"> <span class="fa fa-book"> incubator-singa </span> v: latest Modified: incubator/singa/site/trunk/en/releases/RELEASE_NOTES_0.3.0.html URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/releases/RELEASE_NOTES_0.3.0.html?rev=1831607&r1=1831606&r2=1831607&view=diff ============================================================================== --- incubator/singa/site/trunk/en/releases/RELEASE_NOTES_0.3.0.html (original) +++ incubator/singa/site/trunk/en/releases/RELEASE_NOTES_0.3.0.html Tue May 15 05:39:56 2018 @@ -266,7 +266,7 @@ of popular deep learning models.</p> }); </script> -<div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions"> +<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions"> <span class="rst-current-version" data-toggle="rst-current-version"> <span class="fa fa-book"> incubator-singa </span> v: latest Modified: incubator/singa/site/trunk/en/releases/RELEASE_NOTES_1.0.0.html URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/releases/RELEASE_NOTES_1.0.0.html?rev=1831607&r1=1831606&r2=1831607&view=diff ============================================================================== --- incubator/singa/site/trunk/en/releases/RELEASE_NOTES_1.0.0.html (original) +++ incubator/singa/site/trunk/en/releases/RELEASE_NOTES_1.0.0.html Tue May 15 05:39:56 2018 @@ -325,7 +325,7 @@ of popular deep learning models.</p> }); </script> -<div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions"> +<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions"> <span class="rst-current-version" data-toggle="rst-current-version"> <span class="fa fa-book"> incubator-singa </span> v: latest Modified: incubator/singa/site/trunk/en/releases/RELEASE_NOTES_1.1.0.html URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/releases/RELEASE_NOTES_1.1.0.html?rev=1831607&r1=1831606&r2=1831607&view=diff ============================================================================== --- incubator/singa/site/trunk/en/releases/RELEASE_NOTES_1.1.0.html (original) +++ incubator/singa/site/trunk/en/releases/RELEASE_NOTES_1.1.0.html Tue May 15 05:39:56 2018 @@ -278,7 +278,7 @@ learning models over large datasets.</p> }); </script> -<div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions"> +<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions"> <span class="rst-current-version" data-toggle="rst-current-version"> <span class="fa fa-book"> incubator-singa </span> v: latest Modified: incubator/singa/site/trunk/en/search.html URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/search.html?rev=1831607&r1=1831606&r2=1831607&view=diff ============================================================================== --- incubator/singa/site/trunk/en/search.html (original) +++ incubator/singa/site/trunk/en/search.html Tue May 15 05:39:56 2018 @@ -244,7 +244,7 @@ <script type="text/javascript" id="searchindexloader"></script> -<div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions"> +<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions"> <span class="rst-current-version" data-toggle="rst-current-version"> <span class="fa fa-book"> incubator-singa </span> v: latest
