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Posted to commits@singa.apache.org by wa...@apache.org on 2019/04/21 13:28:29 UTC

svn commit: r1857909 [3/8] - in /incubator/singa/site/trunk: en/ en/_sources/ en/_sources/community/ en/_sources/develop/ en/_sources/docs/ en/_sources/releases/ en/_static/ en/community/ en/develop/ en/docs/ en/docs/model_zoo/ en/docs/model_zoo/caffe/...

Modified: incubator/singa/site/trunk/en/docs/installation.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/installation.html?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/installation.html (original)
+++ incubator/singa/site/trunk/en/docs/installation.html Sun Apr 21 13:28:28 2019
@@ -123,6 +123,7 @@
 <li class="toctree-l2"><a class="reference internal" href="loss.html">Loss</a></li>
 <li class="toctree-l2"><a class="reference internal" href="metric.html">Metric</a></li>
 <li class="toctree-l2"><a class="reference internal" href="optimizer.html">Optimizer</a></li>
+<li class="toctree-l2"><a class="reference internal" href="autograd.html">Autograd in Singa</a></li>
 <li class="toctree-l2"><a class="reference internal" href="data.html">Data</a></li>
 <li class="toctree-l2"><a class="reference internal" href="image_tool.html">Image Tool</a></li>
 <li class="toctree-l2"><a class="reference internal" href="snapshot.html">Snapshot</a></li>
@@ -138,6 +139,7 @@
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../develop/schedule.html">Development Schedule</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../develop/how-contribute.html">How to Contribute to SINGA</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../develop/how-contribute.html#how-to-become-a-singa-committer">How to become a SINGA committer</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../develop/contribute-code.html">How to Contribute Code</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../develop/contribute-docs.html">How to Contribute to Documentation</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../develop/how-to-release.html">How to prepare a release</a></li>
@@ -212,7 +214,25 @@
           <div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article">
            <div itemprop="articleBody">
             
-  <div class="section" id="installation">
+  <!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>  <span class="n">http</span><span class="p">:</span><span class="o">//</span><span class="n">www</span><span class="o">.</span><span class="n">apache</span><span class="o">.</span><span class="n">org</span><span class="o">/</span><span class="n">licenses</span><span class="o">/</span><span class="n">LICENSE</span><span class="o">-</span><span class="mf">2.0</span>
+
+<span class="n">Unless</span> <span class="n">required</span> <span class="n">by</span> <span class="n">applicable</span> <span class="n">law</span> <span class="ow">or</span> <span class="n">agreed</span> <span class="n">to</span> <span class="ow">in</span> <span class="n">writing</span><span class="p">,</span>
+<span class="n">software</span> <span class="n">distributed</span> <span class="n">under</span> <span class="n">the</span> <span class="n">License</span> <span class="ow">is</span> <span class="n">distributed</span> <span class="n">on</span> <span class="n">an</span>
+<span class="s2">&quot;AS IS&quot;</span> <span class="n">BASIS</span><span class="p">,</span> <span class="n">WITHOUT</span> <span class="n">WARRANTIES</span> <span class="n">OR</span> <span class="n">CONDITIONS</span> <span class="n">OF</span> <span class="n">ANY</span>
+<span class="n">KIND</span><span class="p">,</span> <span class="n">either</span> <span class="n">express</span> <span class="ow">or</span> <span class="n">implied</span><span class="o">.</span>  <span class="n">See</span> <span class="n">the</span> <span class="n">License</span> <span class="k">for</span> <span class="n">the</span>
+<span class="n">specific</span> <span class="n">language</span> <span class="n">governing</span> <span class="n">permissions</span> <span class="ow">and</span> <span class="n">limitations</span>
+<span class="n">under</span> <span class="n">the</span> <span class="n">License</span><span class="o">.</span>
+</pre></div>
+</div>
+<p>–&gt;</p>
+<div class="section" id="installation">
 <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>
@@ -233,11 +253,7 @@ SINGA.</p>
 </div>
 </li>
 </ol>
-<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="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>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>  <span class="n">CUDA</span> <span class="n">driver</span> <span class="p">(</span><span class="k">for</span> <span class="n">CUDA</span> <span class="o">&gt;=</span><span class="mf">9.0</span><span class="p">)</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>
 
@@ -268,16 +284,14 @@ cloud for others to download and install
 </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">python</span> <span class="mf">3.6</span> <span class="p">(</span><span class="ow">or</span> <span class="o">--</span><span class="n">python</span> <span class="mf">2.7</span><span class="p">)</span>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></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">python</span> <span class="mf">3.6</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">=&lt;</span><span class="n">path</span> <span class="n">to</span> <span class="n">cudnn</span> <span class="n">folder</span><span class="o">&gt;</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">python</span> <span class="mf">3.6</span> <span class="p">(</span><span class="ow">or</span> <span class="o">--</span><span class="n">python</span> <span class="mf">2.7</span><span class="p">)</span>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">export</span> <span class="n">CUDA</span><span class="o">=</span><span class="n">x</span><span class="o">.</span><span class="n">y</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="mf">9.0</span><span class="p">)</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">python</span> <span class="mf">3.6</span>
 </pre></div>
 </div>
 <p>The commands for building on GPU platforms have been tested on Ubuntu 16.04 (cuDNN&gt;=7 and CUDA&gt;=9).
@@ -306,9 +320,9 @@ for the instructions of installing them
 by default all options are OFF except <code class="docutils literal notranslate"><span class="pre">USE_PYTHON</span></code><ul>
 <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_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">USE_MKLDNN=ON</span></code>, used for compiling with Intel MKL-dnn 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>
@@ -409,6 +423,18 @@ $ make
 </pre></div>
 </div>
 </div>
+<div class="section" id="use-mkldnn">
+<span id="use-mkldnn"></span><h4>USE_MKLDNN<a class="headerlink" href="#use-mkldnn" title="Permalink to this headline">¶</a></h4>
+<p>User can enable MKL-DNN to enhance the performance of CPU computation.</p>
+<p>Installation guide of MKL-DNN could be found <a class="reference external" href="https://github.com/intel/mkl-dnn#installation">here</a>.</p>
+<p>SINGA has been tested over MKL-DNN v0.17.2.</p>
+<p>To build SINGA with MKL-DNN support:</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span># Dependent libs are installed already
+$ cmake -DUSE_MKLDNN=ON ..
+$ make
+</pre></div>
+</div>
+</div>
 <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>
@@ -592,7 +618,7 @@ In particular, if you build PySINGA from
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2018 The Apache Software Foundation. All rights reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA project logos are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered trademarks of their respective owners..
+        &copy; Copyright 2019 The Apache Software Foundation. All rights reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA project logos are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered trademarks of their respective owners..
 
     </p>
   </div>
@@ -662,7 +688,7 @@ In particular, if you build PySINGA from
 
   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/nusdbsystem/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>

Modified: incubator/singa/site/trunk/en/docs/layer.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/layer.html?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/layer.html (original)
+++ incubator/singa/site/trunk/en/docs/layer.html Sun Apr 21 13:28:28 2019
@@ -115,6 +115,7 @@
 <li class="toctree-l2"><a class="reference internal" href="loss.html">Loss</a></li>
 <li class="toctree-l2"><a class="reference internal" href="metric.html">Metric</a></li>
 <li class="toctree-l2"><a class="reference internal" href="optimizer.html">Optimizer</a></li>
+<li class="toctree-l2"><a class="reference internal" href="autograd.html">Autograd in Singa</a></li>
 <li class="toctree-l2"><a class="reference internal" href="data.html">Data</a></li>
 <li class="toctree-l2"><a class="reference internal" href="image_tool.html">Image Tool</a></li>
 <li class="toctree-l2"><a class="reference internal" href="snapshot.html">Snapshot</a></li>
@@ -130,6 +131,7 @@
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../develop/schedule.html">Development Schedule</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../develop/how-contribute.html">How to Contribute to SINGA</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../develop/how-contribute.html#how-to-become-a-singa-committer">How to become a SINGA committer</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../develop/contribute-code.html">How to Contribute Code</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../develop/contribute-docs.html">How to Contribute to Documentation</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../develop/how-to-release.html">How to prepare a release</a></li>
@@ -1342,7 +1344,7 @@ supported layers</p>
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2018 The Apache Software Foundation. All rights reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA project logos are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered trademarks of their respective owners..
+        &copy; Copyright 2019 The Apache Software Foundation. All rights reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA project logos are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered trademarks of their respective owners..
 
     </p>
   </div>
@@ -1412,7 +1414,7 @@ supported layers</p>
 
   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/nusdbsystem/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>

Modified: incubator/singa/site/trunk/en/docs/loss.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/loss.html?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/loss.html (original)
+++ incubator/singa/site/trunk/en/docs/loss.html Sun Apr 21 13:28:28 2019
@@ -111,6 +111,7 @@
 <li class="toctree-l2 current"><a class="current reference internal" href="#">Loss</a></li>
 <li class="toctree-l2"><a class="reference internal" href="metric.html">Metric</a></li>
 <li class="toctree-l2"><a class="reference internal" href="optimizer.html">Optimizer</a></li>
+<li class="toctree-l2"><a class="reference internal" href="autograd.html">Autograd in Singa</a></li>
 <li class="toctree-l2"><a class="reference internal" href="data.html">Data</a></li>
 <li class="toctree-l2"><a class="reference internal" href="image_tool.html">Image Tool</a></li>
 <li class="toctree-l2"><a class="reference internal" href="snapshot.html">Snapshot</a></li>
@@ -126,6 +127,7 @@
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../develop/schedule.html">Development Schedule</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../develop/how-contribute.html">How to Contribute to SINGA</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../develop/how-contribute.html#how-to-become-a-singa-committer">How to become a SINGA committer</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../develop/contribute-code.html">How to Contribute Code</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../develop/contribute-docs.html">How to Contribute to Documentation</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../develop/how-to-release.html">How to prepare a release</a></li>
@@ -440,7 +442,7 @@ value is [0, x.shape[1])</li>
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2018 The Apache Software Foundation. All rights reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA project logos are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered trademarks of their respective owners..
+        &copy; Copyright 2019 The Apache Software Foundation. All rights reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA project logos are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered trademarks of their respective owners..
 
     </p>
   </div>
@@ -510,7 +512,7 @@ value is [0, x.shape[1])</li>
 
   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/nusdbsystem/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>

Modified: incubator/singa/site/trunk/en/docs/metric.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/metric.html?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/metric.html (original)
+++ incubator/singa/site/trunk/en/docs/metric.html Sun Apr 21 13:28:28 2019
@@ -111,6 +111,7 @@
 <li class="toctree-l2"><a class="reference internal" href="loss.html">Loss</a></li>
 <li class="toctree-l2 current"><a class="current reference internal" href="#">Metric</a></li>
 <li class="toctree-l2"><a class="reference internal" href="optimizer.html">Optimizer</a></li>
+<li class="toctree-l2"><a class="reference internal" href="autograd.html">Autograd in Singa</a></li>
 <li class="toctree-l2"><a class="reference internal" href="data.html">Data</a></li>
 <li class="toctree-l2"><a class="reference internal" href="image_tool.html">Image Tool</a></li>
 <li class="toctree-l2"><a class="reference internal" href="snapshot.html">Snapshot</a></li>
@@ -126,6 +127,7 @@
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../develop/schedule.html">Development Schedule</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../develop/how-contribute.html">How to Contribute to SINGA</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../develop/how-contribute.html#how-to-become-a-singa-committer">How to become a SINGA committer</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../develop/contribute-code.html">How to Contribute Code</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../develop/contribute-docs.html">How to Contribute to Documentation</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../develop/how-to-release.html">How to prepare a release</a></li>
@@ -403,7 +405,7 @@ ground truth to get the metric values.</
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2018 The Apache Software Foundation. All rights reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA project logos are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered trademarks of their respective owners..
+        &copy; Copyright 2019 The Apache Software Foundation. All rights reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA project logos are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered trademarks of their respective owners..
 
     </p>
   </div>
@@ -473,7 +475,7 @@ ground truth to get the metric values.</
 
   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/nusdbsystem/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>

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=1857909&r1=1857908&r2=1857909&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 Sun Apr 21 13:28:28 2019
@@ -105,6 +105,7 @@
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../develop/schedule.html">Development Schedule</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../develop/how-contribute.html">How to Contribute to SINGA</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../develop/how-contribute.html#how-to-become-a-singa-committer">How to become a SINGA committer</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../develop/contribute-code.html">How to Contribute Code</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../develop/contribute-docs.html">How to Contribute to Documentation</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../develop/how-to-release.html">How to prepare a release</a></li>
@@ -227,7 +228,7 @@ You can start the prediction program by
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2018 The Apache Software Foundation. All rights reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA project logos are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered trademarks of their respective owners..
+        &copy; Copyright 2019 The Apache Software Foundation. All rights reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA project logos are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered trademarks of their respective owners..
 
     </p>
   </div>
@@ -297,7 +298,7 @@ You can start the prediction program by
 
   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/nusdbsystem/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>

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=1857909&r1=1857908&r2=1857909&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 Sun Apr 21 13:28:28 2019
@@ -111,6 +111,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../loss.html">Loss</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../metric.html">Metric</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../optimizer.html">Optimizer</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../autograd.html">Autograd in Singa</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../data.html">Data</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../image_tool.html">Image Tool</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../snapshot.html">Snapshot</a></li>
@@ -135,6 +136,7 @@
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../develop/schedule.html">Development Schedule</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../develop/how-contribute.html">How to Contribute to SINGA</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../develop/how-contribute.html#how-to-become-a-singa-committer">How to become a SINGA committer</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../develop/contribute-code.html">How to Contribute Code</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../develop/contribute-docs.html">How to Contribute to Documentation</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../develop/how-to-release.html">How to prepare a release</a></li>
@@ -268,7 +270,7 @@ Other plain text files can also be used.
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2018 The Apache Software Foundation. All rights reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA project logos are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered trademarks of their respective owners..
+        &copy; Copyright 2019 The Apache Software Foundation. All rights reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA project logos are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered trademarks of their respective owners..
 
     </p>
   </div>
@@ -338,7 +340,7 @@ Other plain text files can also be used.
 
   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/nusdbsystem/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>

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=1857909&r1=1857908&r2=1857909&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 Sun Apr 21 13:28:28 2019
@@ -111,6 +111,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../loss.html">Loss</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../metric.html">Metric</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../optimizer.html">Optimizer</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../autograd.html">Autograd in Singa</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../data.html">Data</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../image_tool.html">Image Tool</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../snapshot.html">Snapshot</a></li>
@@ -135,6 +136,7 @@
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../develop/schedule.html">Development Schedule</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../develop/how-contribute.html">How to Contribute to SINGA</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../develop/how-contribute.html#how-to-become-a-singa-committer">How to become a SINGA committer</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../develop/contribute-code.html">How to Contribute Code</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../develop/contribute-docs.html">How to Contribute to Documentation</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../develop/how-to-release.html">How to prepare a release</a></li>
@@ -313,7 +315,7 @@ The ‘model.bin’ file generated
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2018 The Apache Software Foundation. All rights reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA project logos are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered trademarks of their respective owners..
+        &copy; Copyright 2019 The Apache Software Foundation. All rights reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA project logos are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered trademarks of their respective owners..
 
     </p>
   </div>
@@ -383,7 +385,7 @@ The ‘model.bin’ file generated
 
   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/nusdbsystem/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>

Modified: incubator/singa/site/trunk/en/docs/model_zoo/examples/caffe/README.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/model_zoo/examples/caffe/README.html?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/model_zoo/examples/caffe/README.html (original)
+++ incubator/singa/site/trunk/en/docs/model_zoo/examples/caffe/README.html Sun Apr 21 13:28:28 2019
@@ -105,6 +105,7 @@
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../develop/schedule.html">Development Schedule</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../develop/how-contribute.html">How to Contribute to SINGA</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../develop/how-contribute.html#how-to-become-a-singa-committer">How to become a SINGA committer</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../develop/contribute-code.html">How to Contribute Code</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../develop/contribute-docs.html">How to Contribute to Documentation</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../develop/how-to-release.html">How to prepare a release</a></li>
@@ -245,7 +246,7 @@ You can start the prediction program by
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2018 The Apache Software Foundation. All rights reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA project logos are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered trademarks of their respective owners..
+        &copy; Copyright 2019 The Apache Software Foundation. All rights reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA project logos are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered trademarks of their respective owners..
 
     </p>
   </div>
@@ -315,7 +316,7 @@ You can start the prediction program by
 
   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/nusdbsystem/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>

Modified: incubator/singa/site/trunk/en/docs/model_zoo/examples/char-rnn/README.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/model_zoo/examples/char-rnn/README.html?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/model_zoo/examples/char-rnn/README.html (original)
+++ incubator/singa/site/trunk/en/docs/model_zoo/examples/char-rnn/README.html Sun Apr 21 13:28:28 2019
@@ -105,6 +105,7 @@
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../develop/schedule.html">Development Schedule</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../develop/how-contribute.html">How to Contribute to SINGA</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../develop/how-contribute.html#how-to-become-a-singa-committer">How to become a SINGA committer</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../develop/contribute-code.html">How to Contribute Code</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../develop/contribute-docs.html">How to Contribute to Documentation</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../develop/how-to-release.html">How to prepare a release</a></li>
@@ -243,7 +244,7 @@ Other plain text files can also be used.
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2018 The Apache Software Foundation. All rights reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA project logos are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered trademarks of their respective owners..
+        &copy; Copyright 2019 The Apache Software Foundation. All rights reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA project logos are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered trademarks of their respective owners..
 
     </p>
   </div>
@@ -313,7 +314,7 @@ Other plain text files can also be used.
 
   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/nusdbsystem/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>

Modified: incubator/singa/site/trunk/en/docs/model_zoo/examples/cifar10/README.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/model_zoo/examples/cifar10/README.html?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/model_zoo/examples/cifar10/README.html (original)
+++ incubator/singa/site/trunk/en/docs/model_zoo/examples/cifar10/README.html Sun Apr 21 13:28:28 2019
@@ -105,6 +105,7 @@
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../develop/schedule.html">Development Schedule</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../develop/how-contribute.html">How to Contribute to SINGA</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../develop/how-contribute.html#how-to-become-a-singa-committer">How to become a SINGA committer</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../develop/contribute-code.html">How to Contribute Code</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../develop/contribute-docs.html">How to Contribute to Documentation</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../develop/how-to-release.html">How to prepare a release</a></li>
@@ -288,7 +289,7 @@ The ‘model.bin’ file generated
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2018 The Apache Software Foundation. All rights reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA project logos are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered trademarks of their respective owners..
+        &copy; Copyright 2019 The Apache Software Foundation. All rights reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA project logos are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered trademarks of their respective owners..
 
     </p>
   </div>
@@ -358,7 +359,7 @@ The ‘model.bin’ file generated
 
   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/nusdbsystem/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>

Modified: incubator/singa/site/trunk/en/docs/model_zoo/examples/imagenet/alexnet/README.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/model_zoo/examples/imagenet/alexnet/README.html?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/model_zoo/examples/imagenet/alexnet/README.html (original)
+++ incubator/singa/site/trunk/en/docs/model_zoo/examples/imagenet/alexnet/README.html Sun Apr 21 13:28:28 2019
@@ -105,6 +105,7 @@
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../../develop/schedule.html">Development Schedule</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../../develop/how-contribute.html">How to Contribute to SINGA</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../../develop/how-contribute.html#how-to-become-a-singa-committer">How to become a SINGA committer</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../../develop/contribute-code.html">How to Contribute Code</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../../develop/contribute-docs.html">How to Contribute to Documentation</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../../develop/how-to-release.html">How to prepare a release</a></li>
@@ -283,7 +284,7 @@ folder in data preprocessing step;</li>
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2018 The Apache Software Foundation. All rights reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA project logos are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered trademarks of their respective owners..
+        &copy; Copyright 2019 The Apache Software Foundation. All rights reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA project logos are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered trademarks of their respective owners..
 
     </p>
   </div>
@@ -353,7 +354,7 @@ folder in data preprocessing step;</li>
 
   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/nusdbsystem/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>

Modified: incubator/singa/site/trunk/en/docs/model_zoo/examples/imagenet/densenet/README.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/model_zoo/examples/imagenet/densenet/README.html?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/model_zoo/examples/imagenet/densenet/README.html (original)
+++ incubator/singa/site/trunk/en/docs/model_zoo/examples/imagenet/densenet/README.html Sun Apr 21 13:28:28 2019
@@ -105,6 +105,7 @@
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../../develop/schedule.html">Development Schedule</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../../develop/how-contribute.html">How to Contribute to SINGA</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../../develop/how-contribute.html#how-to-become-a-singa-committer">How to become a SINGA committer</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../../develop/contribute-code.html">How to Contribute Code</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../../develop/contribute-docs.html">How to Contribute to Documentation</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../../develop/how-to-release.html">How to prepare a release</a></li>
@@ -262,7 +263,7 @@ to SINGA for image classification.</p>
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2018 The Apache Software Foundation. All rights reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA project logos are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered trademarks of their respective owners..
+        &copy; Copyright 2019 The Apache Software Foundation. All rights reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA project logos are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered trademarks of their respective owners..
 
     </p>
   </div>
@@ -332,7 +333,7 @@ to SINGA for image classification.</p>
 
   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/nusdbsystem/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>

Modified: incubator/singa/site/trunk/en/docs/model_zoo/examples/imagenet/googlenet/README.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/model_zoo/examples/imagenet/googlenet/README.html?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/model_zoo/examples/imagenet/googlenet/README.html (original)
+++ incubator/singa/site/trunk/en/docs/model_zoo/examples/imagenet/googlenet/README.html Sun Apr 21 13:28:28 2019
@@ -105,6 +105,7 @@
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../../develop/schedule.html">Development Schedule</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../../develop/how-contribute.html">How to Contribute to SINGA</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../../develop/how-contribute.html#how-to-become-a-singa-committer">How to become a SINGA committer</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../../develop/contribute-code.html">How to Contribute Code</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../../develop/contribute-docs.html">How to Contribute to Documentation</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../../develop/how-to-release.html">How to prepare a release</a></li>
@@ -278,7 +279,7 @@ Refer to <a class="reference external" h
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2018 The Apache Software Foundation. All rights reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA project logos are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered trademarks of their respective owners..
+        &copy; Copyright 2019 The Apache Software Foundation. All rights reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA project logos are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered trademarks of their respective owners..
 
     </p>
   </div>
@@ -348,7 +349,7 @@ Refer to <a class="reference external" h
 
   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/nusdbsystem/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>

Modified: incubator/singa/site/trunk/en/docs/model_zoo/examples/imagenet/inception/README.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/model_zoo/examples/imagenet/inception/README.html?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/model_zoo/examples/imagenet/inception/README.html (original)
+++ incubator/singa/site/trunk/en/docs/model_zoo/examples/imagenet/inception/README.html Sun Apr 21 13:28:28 2019
@@ -105,6 +105,7 @@
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../../develop/schedule.html">Development Schedule</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../../develop/how-contribute.html">How to Contribute to SINGA</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../../develop/how-contribute.html#how-to-become-a-singa-committer">How to become a SINGA committer</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../../develop/contribute-code.html">How to Contribute Code</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../../develop/contribute-docs.html">How to Contribute to Documentation</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../../develop/how-to-release.html">How to prepare a release</a></li>
@@ -257,7 +258,7 @@ After downloading and decompressing the
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2018 The Apache Software Foundation. All rights reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA project logos are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered trademarks of their respective owners..
+        &copy; Copyright 2019 The Apache Software Foundation. All rights reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA project logos are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered trademarks of their respective owners..
 
     </p>
   </div>
@@ -327,7 +328,7 @@ After downloading and decompressing the
 
   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/nusdbsystem/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>

Modified: incubator/singa/site/trunk/en/docs/model_zoo/examples/imagenet/resnet/README.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/model_zoo/examples/imagenet/resnet/README.html?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/model_zoo/examples/imagenet/resnet/README.html (original)
+++ incubator/singa/site/trunk/en/docs/model_zoo/examples/imagenet/resnet/README.html Sun Apr 21 13:28:28 2019
@@ -105,6 +105,7 @@
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../../develop/schedule.html">Development Schedule</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../../develop/how-contribute.html">How to Contribute to SINGA</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../../develop/how-contribute.html#how-to-become-a-singa-committer">How to become a SINGA committer</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../../develop/contribute-code.html">How to Contribute Code</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../../develop/contribute-docs.html">How to Contribute to Documentation</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../../develop/how-to-release.html">How to prepare a release</a></li>
@@ -268,7 +269,7 @@ the convert.py program.</p>
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2018 The Apache Software Foundation. All rights reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA project logos are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered trademarks of their respective owners..
+        &copy; Copyright 2019 The Apache Software Foundation. All rights reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA project logos are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered trademarks of their respective owners..
 
     </p>
   </div>
@@ -338,7 +339,7 @@ the convert.py program.</p>
 
   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/nusdbsystem/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>

Modified: incubator/singa/site/trunk/en/docs/model_zoo/examples/imagenet/vgg/README.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/model_zoo/examples/imagenet/vgg/README.html?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/model_zoo/examples/imagenet/vgg/README.html (original)
+++ incubator/singa/site/trunk/en/docs/model_zoo/examples/imagenet/vgg/README.html Sun Apr 21 13:28:28 2019
@@ -105,6 +105,7 @@
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../../develop/schedule.html">Development Schedule</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../../develop/how-contribute.html">How to Contribute to SINGA</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../../develop/how-contribute.html#how-to-become-a-singa-committer">How to become a SINGA committer</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../../develop/contribute-code.html">How to Contribute Code</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../../develop/contribute-docs.html">How to Contribute to Documentation</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../../develop/how-to-release.html">How to prepare a release</a></li>
@@ -265,7 +266,7 @@ to SINGA for image classification.</p>
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2018 The Apache Software Foundation. All rights reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA project logos are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered trademarks of their respective owners..
+        &copy; Copyright 2019 The Apache Software Foundation. All rights reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA project logos are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered trademarks of their respective owners..
 
     </p>
   </div>
@@ -335,7 +336,7 @@ to SINGA for image classification.</p>
 
   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/nusdbsystem/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>

Modified: incubator/singa/site/trunk/en/docs/model_zoo/examples/index.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/model_zoo/examples/index.html?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/model_zoo/examples/index.html (original)
+++ incubator/singa/site/trunk/en/docs/model_zoo/examples/index.html Sun Apr 21 13:28:28 2019
@@ -105,6 +105,7 @@
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../develop/schedule.html">Development Schedule</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../develop/how-contribute.html">How to Contribute to SINGA</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../develop/how-contribute.html#how-to-become-a-singa-committer">How to become a SINGA committer</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../develop/contribute-code.html">How to Contribute Code</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../develop/contribute-docs.html">How to Contribute to Documentation</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../develop/how-to-release.html">How to prepare a release</a></li>
@@ -254,7 +255,7 @@
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2018 The Apache Software Foundation. All rights reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA project logos are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered trademarks of their respective owners..
+        &copy; Copyright 2019 The Apache Software Foundation. All rights reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA project logos are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered trademarks of their respective owners..
 
     </p>
   </div>
@@ -324,7 +325,7 @@
 
   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/nusdbsystem/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>

Modified: incubator/singa/site/trunk/en/docs/model_zoo/examples/mnist/README.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/model_zoo/examples/mnist/README.html?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/model_zoo/examples/mnist/README.html (original)
+++ incubator/singa/site/trunk/en/docs/model_zoo/examples/mnist/README.html Sun Apr 21 13:28:28 2019
@@ -105,6 +105,7 @@
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../develop/schedule.html">Development Schedule</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../develop/how-contribute.html">How to Contribute to SINGA</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../develop/how-contribute.html#how-to-become-a-singa-committer">How to become a SINGA committer</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../develop/contribute-code.html">How to Contribute Code</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../develop/contribute-docs.html">How to Contribute to Documentation</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../develop/how-to-release.html">How to prepare a release</a></li>
@@ -230,7 +231,7 @@ the program with an additional argument<
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2018 The Apache Software Foundation. All rights reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA project logos are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered trademarks of their respective owners..
+        &copy; Copyright 2019 The Apache Software Foundation. All rights reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA project logos are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered trademarks of their respective owners..
 
     </p>
   </div>
@@ -300,7 +301,7 @@ the program with an additional argument<
 
   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/nusdbsystem/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>

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=1857909&r1=1857908&r2=1857909&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 Sun Apr 21 13:28:28 2019
@@ -111,6 +111,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../../loss.html">Loss</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../metric.html">Metric</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../optimizer.html">Optimizer</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../../autograd.html">Autograd in Singa</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../data.html">Data</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../image_tool.html">Image Tool</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../snapshot.html">Snapshot</a></li>
@@ -135,6 +136,7 @@
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../develop/schedule.html">Development Schedule</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../develop/how-contribute.html">How to Contribute to SINGA</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../develop/how-contribute.html#how-to-become-a-singa-committer">How to become a SINGA committer</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../develop/contribute-code.html">How to Contribute Code</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../develop/contribute-docs.html">How to Contribute to Documentation</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../develop/how-to-release.html">How to prepare a release</a></li>
@@ -308,7 +310,7 @@ folder in data preprocessing step;</li>
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2018 The Apache Software Foundation. All rights reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA project logos are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered trademarks of their respective owners..
+        &copy; Copyright 2019 The Apache Software Foundation. All rights reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA project logos are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered trademarks of their respective owners..
 
     </p>
   </div>
@@ -378,7 +380,7 @@ folder in data preprocessing step;</li>
 
   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/nusdbsystem/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>

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=1857909&r1=1857908&r2=1857909&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 Sun Apr 21 13:28:28 2019
@@ -111,6 +111,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../../../loss.html">Loss</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../metric.html">Metric</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../optimizer.html">Optimizer</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../../autograd.html">Autograd in Singa</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../data.html">Data</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../image_tool.html">Image Tool</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../../snapshot.html">Snapshot</a></li>
@@ -136,6 +137,7 @@
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../develop/schedule.html">Development Schedule</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../develop/how-contribute.html">How to Contribute to SINGA</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../develop/how-contribute.html#how-to-become-a-singa-committer">How to become a SINGA committer</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../develop/contribute-code.html">How to Contribute Code</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../develop/contribute-docs.html">How to Contribute to Documentation</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../develop/how-to-release.html">How to prepare a release</a></li>
@@ -303,7 +305,7 @@ Refer to <a class="reference external" h
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2018 The Apache Software Foundation. All rights reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA project logos are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered trademarks of their respective owners..
+        &copy; Copyright 2019 The Apache Software Foundation. All rights reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA project logos are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered trademarks of their respective owners..
 
     </p>
   </div>
@@ -373,7 +375,7 @@ Refer to <a class="reference external" h
 
   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/nusdbsystem/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>