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Posted to commits@singa.apache.org by wa...@apache.org on 2019/04/21 13:56:45 UTC

svn commit: r1857911 [4/27] - in /incubator/singa/site/trunk: en/ en/_static/ en/_static/css/ en/_static/fonts/ en/_static/fonts/Lato/ en/_static/fonts/RobotoSlab/ en/_static/js/ en/community/ en/develop/ en/docs/ en/docs/model_zoo/ en/docs/model_zoo/c...

Modified: incubator/singa/site/trunk/en/docs/docker.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/docker.html?rev=1857911&r1=1857910&r2=1857911&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/docker.html (original)
+++ incubator/singa/site/trunk/en/docs/docker.html Sun Apr 21 13:56:42 2019
@@ -18,15 +18,21 @@
   
 
   
-
-  
+  <script type="text/javascript" src="../_static/js/modernizr.min.js"></script>
   
     
+      <script type="text/javascript" id="documentation_options" data-url_root="../" src="../_static/documentation_options.js"></script>
+        <script type="text/javascript" src="../_static/jquery.js"></script>
+        <script type="text/javascript" src="../_static/underscore.js"></script>
+        <script type="text/javascript" src="../_static/doctools.js"></script>
+        <script type="text/javascript" src="../_static/language_data.js"></script>
+    
+    <script type="text/javascript" src="../_static/js/theme.js"></script>
 
-  
+    
 
   
-    <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+  <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
@@ -42,21 +48,16 @@
 	}
     </style>
 
-
-  
-  <script src="../_static/js/modernizr.min.js"></script>
-
 </head>
 
 <body class="wy-body-for-nav">
 
    
   <div class="wy-grid-for-nav">
-
     
     <nav data-toggle="wy-nav-shift" class="wy-nav-side">
       <div class="wy-side-scroll">
-        <div class="wy-side-nav-search">
+        <div class="wy-side-nav-search" >
           
 
           
@@ -185,28 +186,27 @@
     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>
+    with the License.  You may obtain a copy of the License at
 
-<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="docker-images">
-<span id="docker-images"></span><h1>Docker Images<a class="headerlink" href="#docker-images" title="Permalink to this headline">¶</a></h1>
+      http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+--><div class="section" id="docker-images">
+<h1>Docker Images<a class="headerlink" href="#docker-images" title="Permalink to this headline">¶</a></h1>
 <div class="section" id="available-tags">
-<span id="available-tags"></span><h2>Available tags<a class="headerlink" href="#available-tags" title="Permalink to this headline">¶</a></h2>
+<h2>Available tags<a class="headerlink" href="#available-tags" title="Permalink to this headline">¶</a></h2>
 <ul class="simple">
-<li><code class="docutils literal notranslate"><span class="pre">devel</span></code>, with SINGA and the development packages installed on Ubuntu16.04 (no GPU)</li>
-<li><code class="docutils literal notranslate"><span class="pre">devel-cuda</span></code>, with SINGA, CUDA8.0, CUDNN5, and other development packages installed on Ubuntu16.04</li>
+<li><p><code class="docutils literal notranslate"><span class="pre">devel</span></code>, with SINGA and the development packages installed on Ubuntu16.04 (no GPU)</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">devel-cuda</span></code>, with SINGA, CUDA8.0, CUDNN5, and other development packages installed on Ubuntu16.04</p></li>
 </ul>
 </div>
 <div class="section" id="use-the-existing-docker-images">
-<span id="use-the-existing-docker-images"></span><h2>Use the existing Docker images<a class="headerlink" href="#use-the-existing-docker-images" title="Permalink to this headline">¶</a></h2>
+<h2>Use the existing Docker images<a class="headerlink" href="#use-the-existing-docker-images" title="Permalink to this headline">¶</a></h2>
 <p>Users can pull the Docker images from Dockerhub via</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">docker</span> <span class="n">pull</span> <span class="n">apache</span><span class="o">/</span><span class="n">singa</span><span class="p">:</span><span class="n">devel</span>
 <span class="c1"># or</span>
@@ -222,7 +222,7 @@
 <p>The latest SINGA code is under the <code class="docutils literal notranslate"><span class="pre">incubator-singa</span></code> folder.</p>
 </div>
 <div class="section" id="create-new-docker-images-from-dockerfile">
-<span id="create-new-docker-images-from-dockerfile"></span><h2>Create new Docker images from Dockerfile<a class="headerlink" href="#create-new-docker-images-from-dockerfile" title="Permalink to this headline">¶</a></h2>
+<h2>Create new Docker images from Dockerfile<a class="headerlink" href="#create-new-docker-images-from-dockerfile" title="Permalink to this headline">¶</a></h2>
 <p>New Docker images could be created by executing the following command within the
 Dockerfile folder, e.g., tool/docker/devel/</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">docker</span> <span class="n">build</span> <span class="o">-</span><span class="n">t</span> <span class="n">singa</span><span class="p">:</span><span class="o">&lt;</span><span class="n">TAG</span><span class="o">&gt;</span> <span class="o">-</span><span class="n">f</span> <span class="n">Dockerfile</span>
@@ -233,9 +233,9 @@ Dockerfile folder, e.g., tool/docker/dev
 </pre></div>
 </div>
 <ul class="simple">
-<li>devel: development images with all dependent libs’ header files installed and SINGA’s source code; runtime: the minimal images which can run SINGA programs.</li>
-<li>CUDA: cuda10.0, cuda9.0</li>
-<li>CUDNN: cudnn7</li>
+<li><p>devel: development images with all dependent libs’ header files installed and SINGA’s source code; runtime: the minimal images which can run SINGA programs.</p></li>
+<li><p>CUDA: cuda10.0, cuda9.0</p></li>
+<li><p>CUDNN: cudnn7</p></li>
 </ul>
 <p>Here are some example tags:</p>
 <p><code class="docutils literal notranslate"><span class="pre">devel-cuda9-cudnn7</span></code>, <code class="docutils literal notranslate"><span class="pre">devel-cuda9-cudnn7</span></code>, <code class="docutils literal notranslate"><span class="pre">devel-cuda10-cudnn7</span></code>, <code class="docutils literal notranslate"><span class="pre">devel-cpu</span></code>, <code class="docutils literal notranslate"><span class="pre">runtime-gpu</span></code> and <code class="docutils literal notranslate"><span class="pre">runtime-cpu</span></code></p>
@@ -261,7 +261,7 @@ The folder structure is like</p>
 
   <div role="contentinfo">
     <p>
-        &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..
+        &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>
@@ -278,36 +278,17 @@ The folder structure is like</p>
   
 
 
-  
-
-    <script type="text/javascript">
-        var DOCUMENTATION_OPTIONS = {
-            URL_ROOT:'../',
-            VERSION:'1.1.0',
-            LANGUAGE:'None',
-            COLLAPSE_INDEX:false,
-            FILE_SUFFIX:'.html',
-            HAS_SOURCE:  true,
-            SOURCELINK_SUFFIX: '.txt'
-        };
-    </script>
-      <script type="text/javascript" src="../_static/jquery.js"></script>
-      <script type="text/javascript" src="../_static/underscore.js"></script>
-      <script type="text/javascript" src="../_static/doctools.js"></script>
-
-  
-
-  
-  
-    <script type="text/javascript" src="../_static/js/theme.js"></script>
-  
-
   <script type="text/javascript">
       jQuery(function () {
           SphinxRtdTheme.Navigation.enable(true);
       });
   </script>
 
+  
+  
+    
+  
+
 <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>

Modified: incubator/singa/site/trunk/en/docs/image_tool.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/image_tool.html?rev=1857911&r1=1857910&r2=1857911&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/image_tool.html (original)
+++ incubator/singa/site/trunk/en/docs/image_tool.html Sun Apr 21 13:56:42 2019
@@ -18,15 +18,21 @@
   
 
   
-
-  
+  <script type="text/javascript" src="../_static/js/modernizr.min.js"></script>
   
     
+      <script type="text/javascript" id="documentation_options" data-url_root="../" src="../_static/documentation_options.js"></script>
+        <script type="text/javascript" src="../_static/jquery.js"></script>
+        <script type="text/javascript" src="../_static/underscore.js"></script>
+        <script type="text/javascript" src="../_static/doctools.js"></script>
+        <script type="text/javascript" src="../_static/language_data.js"></script>
+    
+    <script type="text/javascript" src="../_static/js/theme.js"></script>
 
-  
+    
 
   
-    <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+  <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
@@ -44,21 +50,16 @@
 	}
     </style>
 
-
-  
-  <script src="../_static/js/modernizr.min.js"></script>
-
 </head>
 
 <body class="wy-body-for-nav">
 
    
   <div class="wy-grid-for-nav">
-
     
     <nav data-toggle="wy-nav-shift" class="wy-nav-side">
       <div class="wy-side-scroll">
-        <div class="wy-side-nav-search">
+        <div class="wy-side-nav-search" >
           
 
           
@@ -229,18 +230,14 @@ phases.</p>
 <dt id="singa.image_tool.ImageTool.color_cast">
 <code class="descname">color_cast</code><span class="sig-paren">(</span><em>offset=20</em>, <em>inplace=True</em><span class="sig-paren">)</span><a class="headerlink" href="#singa.image_tool.ImageTool.color_cast" title="Permalink to this definition">¶</a></dt>
 <dd><p>Add a random value from [-offset, offset] to each channel</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first last simple">
-<li><strong>offset</strong> – cast offset, &gt;0 and &lt;255</li>
-<li><strong>inplace</strong> – inplace imgs or not ( return new_imgs)</li>
-</ul>
-</td>
-</tr>
-</tbody>
-</table>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>offset</strong> – cast offset, &gt;0 and &lt;255</p></li>
+<li><p><strong>inplace</strong> – inplace imgs or not ( return new_imgs)</p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
 <dl class="method">
@@ -250,19 +247,15 @@ phases.</p>
 scale it into given size.</p>
 <p>According to img size, crop position could be either
 (left, center, right) or (top, middle, bottom).</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first last simple">
-<li><strong>patch</strong> (<em>tuple</em>) – the width and height the output image</li>
-<li><strong>num_case</strong> – num of cases, must be in [1,3]</li>
-<li><strong>inplace</strong> – inplace imgs or not ( return new_imgs)</li>
-</ul>
-</td>
-</tr>
-</tbody>
-</table>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>patch</strong> (<em>tuple</em>) – the width and height the output image</p></li>
+<li><p><strong>num_case</strong> – num of cases, must be in [1,3]</p></li>
+<li><p><strong>inplace</strong> – inplace imgs or not ( return new_imgs)</p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
 <dl class="method">
@@ -270,19 +263,15 @@ scale it into given size.</p>
 <code class="descname">crop5</code><span class="sig-paren">(</span><em>patch</em>, <em>num_case=1</em>, <em>inplace=True</em><span class="sig-paren">)</span><a class="headerlink" href="#singa.image_tool.ImageTool.crop5" title="Permalink to this definition">¶</a></dt>
 <dd><p>Crop at positions from [left_top, left_bottom, right_top,
 right_bottom, and center].</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first last simple">
-<li><strong>patch</strong> (<em>tuple</em>) – width and height of the result image.</li>
-<li><strong>num_case</strong> – num of cases, must be in [1,5]</li>
-<li><strong>inplace</strong> – inplace imgs or not ( return new_imgs)</li>
-</ul>
-</td>
-</tr>
-</tbody>
-</table>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>patch</strong> (<em>tuple</em>) – width and height of the result image.</p></li>
+<li><p><strong>num_case</strong> – num of cases, must be in [1,5]</p></li>
+<li><p><strong>inplace</strong> – inplace imgs or not ( return new_imgs)</p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
 <dl class="method">
@@ -296,37 +285,29 @@ right_bottom, and center].</p>
 <dt id="singa.image_tool.ImageTool.enhance">
 <code class="descname">enhance</code><span class="sig-paren">(</span><em>scale=0.2</em>, <em>inplace=True</em><span class="sig-paren">)</span><a class="headerlink" href="#singa.image_tool.ImageTool.enhance" title="Permalink to this definition">¶</a></dt>
 <dd><p>Apply random enhancement for Color,Contrast,Brightness,Sharpness.</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first last simple">
-<li><strong>scale</strong> (<em>float</em>) – enhancement degree is from [1-scale, 1+scale]</li>
-<li><strong>inplace</strong> – inplace imgs or not ( return new_imgs)</li>
-</ul>
-</td>
-</tr>
-</tbody>
-</table>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>scale</strong> (<em>float</em>) – enhancement degree is from [1-scale, 1+scale]</p></li>
+<li><p><strong>inplace</strong> – inplace imgs or not ( return new_imgs)</p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
 <dl class="method">
 <dt id="singa.image_tool.ImageTool.flip">
 <code class="descname">flip</code><span class="sig-paren">(</span><em>num_case=1</em>, <em>inplace=True</em><span class="sig-paren">)</span><a class="headerlink" href="#singa.image_tool.ImageTool.flip" title="Permalink to this definition">¶</a></dt>
 <dd><p>Randomly flip a img left to right.</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first last simple">
-<li><strong>num_case</strong> – num of cases, must be in {1,2}; if 2, then add the orignal
-and flipped img</li>
-<li><strong>inplace</strong> – inplace imgs or not (return new_imgs)</li>
-</ul>
-</td>
-</tr>
-</tbody>
-</table>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>num_case</strong> – num of cases, must be in {1,2}; if 2, then add the orignal
+and flipped img</p></li>
+<li><p><strong>inplace</strong> – inplace imgs or not (return new_imgs)</p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
 <dl class="method">
@@ -335,15 +316,13 @@ and flipped img</li>
 <dd><p>Randomly flip a img top to bottom.
 :param num_case: num of cases, must be in {1,2}; if 2, then add the orignal</p>
 <blockquote>
-<div>and flip_down img</div></blockquote>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><strong>inplace</strong> – inplace imgs or not (return new_imgs)</td>
-</tr>
-</tbody>
-</table>
+<div><p>and flip_down img</p>
+</div></blockquote>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>inplace</strong> – inplace imgs or not (return new_imgs)</p>
+</dd>
+</dl>
 </dd></dl>
 
 <dl class="method">
@@ -356,110 +335,86 @@ and flipped img</li>
 <dt id="singa.image_tool.ImageTool.random_crop">
 <code class="descname">random_crop</code><span class="sig-paren">(</span><em>patch</em>, <em>inplace=True</em><span class="sig-paren">)</span><a class="headerlink" href="#singa.image_tool.ImageTool.random_crop" title="Permalink to this definition">¶</a></dt>
 <dd><p>Crop the image at random offset to get a patch of the given size.</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first last simple">
-<li><strong>patch</strong> (<em>tuple</em>) – width and height of the patch</li>
-<li><strong>inplace</strong> (<em>Boolean</em>) – replace the internal images list with the patches
-if True; otherwise, return the patches.</li>
-</ul>
-</td>
-</tr>
-</tbody>
-</table>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>patch</strong> (<em>tuple</em>) – width and height of the patch</p></li>
+<li><p><strong>inplace</strong> (<em>Boolean</em>) – replace the internal images list with the patches
+if True; otherwise, return the patches.</p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
 <dl class="method">
 <dt id="singa.image_tool.ImageTool.random_crop_resize">
 <code class="descname">random_crop_resize</code><span class="sig-paren">(</span><em>patch</em>, <em>inplace=True</em><span class="sig-paren">)</span><a class="headerlink" href="#singa.image_tool.ImageTool.random_crop_resize" title="Permalink to this definition">¶</a></dt>
-<dd><dl class="docutils">
-<dt>Crop of the image at a random size between 0.08 to 1 of input image</dt>
-<dd>and random aspect ratio between 3/4 to 4/3.
-This crop is then resized to the given patch size.</dd>
-</dl>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first last simple">
-<li><strong>patch</strong> (<em>tuple</em>) – width and height of the patch</li>
-<li><strong>inplace</strong> (<em>Boolean</em>) – replace the internal images list with the patches
-if True; otherwise, return the patches.</li>
-</ul>
-</td>
-</tr>
-</tbody>
-</table>
+<dd><dl class="simple">
+<dt>Crop of the image at a random size between 0.08 to 1 of input image</dt><dd><p>and random aspect ratio between 3/4 to 4/3.
+This crop is then resized to the given patch size.</p>
+</dd>
+</dl>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>patch</strong> (<em>tuple</em>) – width and height of the patch</p></li>
+<li><p><strong>inplace</strong> (<em>Boolean</em>) – replace the internal images list with the patches
+if True; otherwise, return the patches.</p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
 <dl class="method">
 <dt id="singa.image_tool.ImageTool.resize_by_list">
 <code class="descname">resize_by_list</code><span class="sig-paren">(</span><em>size_list</em>, <em>num_case=1</em>, <em>inplace=True</em><span class="sig-paren">)</span><a class="headerlink" href="#singa.image_tool.ImageTool.resize_by_list" title="Permalink to this definition">¶</a></dt>
-<dd><table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first last simple">
-<li><strong>num_case</strong> – num of resize cases, must be &lt;= the length of size_list</li>
-<li><strong>inplace</strong> – inplace imgs or not ( return new_imgs)</li>
-</ul>
-</td>
-</tr>
-</tbody>
-</table>
+<dd><dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>num_case</strong> – num of resize cases, must be &lt;= the length of size_list</p></li>
+<li><p><strong>inplace</strong> – inplace imgs or not ( return new_imgs)</p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
 <dl class="method">
 <dt id="singa.image_tool.ImageTool.resize_by_range">
 <code class="descname">resize_by_range</code><span class="sig-paren">(</span><em>rng</em>, <em>inplace=True</em><span class="sig-paren">)</span><a class="headerlink" href="#singa.image_tool.ImageTool.resize_by_range" title="Permalink to this definition">¶</a></dt>
-<dd><table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first last simple">
-<li><strong>rng</strong> – a tuple (begin,end), include begin, exclude end</li>
-<li><strong>inplace</strong> – inplace imgs or not ( return new_imgs)</li>
-</ul>
-</td>
-</tr>
-</tbody>
-</table>
+<dd><dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>rng</strong> – a tuple (begin,end), include begin, exclude end</p></li>
+<li><p><strong>inplace</strong> – inplace imgs or not ( return new_imgs)</p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
 <dl class="method">
 <dt id="singa.image_tool.ImageTool.rotate_by_list">
 <code class="descname">rotate_by_list</code><span class="sig-paren">(</span><em>angle_list</em>, <em>num_case=1</em>, <em>inplace=True</em><span class="sig-paren">)</span><a class="headerlink" href="#singa.image_tool.ImageTool.rotate_by_list" title="Permalink to this definition">¶</a></dt>
-<dd><table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first last simple">
-<li><strong>num_case</strong> – num of rotate cases, must be &lt;= the length of angle_list</li>
-<li><strong>inplace</strong> – inplace imgs or not ( return new_imgs)</li>
-</ul>
-</td>
-</tr>
-</tbody>
-</table>
+<dd><dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>num_case</strong> – num of rotate cases, must be &lt;= the length of angle_list</p></li>
+<li><p><strong>inplace</strong> – inplace imgs or not ( return new_imgs)</p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
 <dl class="method">
 <dt id="singa.image_tool.ImageTool.rotate_by_range">
 <code class="descname">rotate_by_range</code><span class="sig-paren">(</span><em>rng</em>, <em>inplace=True</em><span class="sig-paren">)</span><a class="headerlink" href="#singa.image_tool.ImageTool.rotate_by_range" title="Permalink to this definition">¶</a></dt>
-<dd><table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first last simple">
-<li><strong>rng</strong> – a tuple (begin,end) in degree, include begin, exclude end</li>
-<li><strong>inplace</strong> – inplace imgs or not ( return new_imgs)</li>
-</ul>
-</td>
-</tr>
-</tbody>
-</table>
+<dd><dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>rng</strong> – a tuple (begin,end) in degree, include begin, exclude end</p></li>
+<li><p><strong>inplace</strong> – inplace imgs or not ( return new_imgs)</p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
 </dd></dl>
@@ -474,19 +429,15 @@ if True; otherwise, return the patches.<
 <dt id="singa.image_tool.crop">
 <code class="descclassname">singa.image_tool.</code><code class="descname">crop</code><span class="sig-paren">(</span><em>img</em>, <em>patch</em>, <em>position</em><span class="sig-paren">)</span><a class="headerlink" href="#singa.image_tool.crop" title="Permalink to this definition">¶</a></dt>
 <dd><p>Crop the input image into given size at given position.</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first last simple">
-<li><strong>patch</strong> (<em>tuple</em>) – width and height of the patch</li>
-<li><strong>position</strong> (<em>list</em><em>(</em><em>str</em><em>)</em>) – left_top, left_bottom, right_top, right_bottom</li>
-<li><strong>center.</strong> (<em>and</em>) – </li>
-</ul>
-</td>
-</tr>
-</tbody>
-</table>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>patch</strong> (<em>tuple</em>) – width and height of the patch</p></li>
+<li><p><strong>position</strong> (<em>list</em><em>(</em><em>str</em><em>)</em>) – left_top, left_bottom, right_top, right_bottom</p></li>
+<li><p><strong>center.</strong> (<em>and</em>) – </p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
 <dl class="function">
@@ -494,32 +445,25 @@ if True; otherwise, return the patches.<
 <code class="descclassname">singa.image_tool.</code><code class="descname">crop_and_resize</code><span class="sig-paren">(</span><em>img</em>, <em>patch</em>, <em>position</em><span class="sig-paren">)</span><a class="headerlink" href="#singa.image_tool.crop_and_resize" title="Permalink to this definition">¶</a></dt>
 <dd><p>Crop a max square patch of the input image at given position and resize
 it into given size.</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first last simple">
-<li><strong>patch</strong> (<em>tuple</em>) – width, height</li>
-<li><strong>position</strong> (<em>list</em><em>(</em><em>str</em><em>)</em>) – left, center, right, top, middle, bottom.</li>
-</ul>
-</td>
-</tr>
-</tbody>
-</table>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>patch</strong> (<em>tuple</em>) – width, height</p></li>
+<li><p><strong>position</strong> (<em>list</em><em>(</em><em>str</em><em>)</em>) – left, center, right, top, middle, bottom.</p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
 <dl class="function">
 <dt id="singa.image_tool.enhance">
 <code class="descclassname">singa.image_tool.</code><code class="descname">enhance</code><span class="sig-paren">(</span><em>img</em>, <em>scale</em><span class="sig-paren">)</span><a class="headerlink" href="#singa.image_tool.enhance" title="Permalink to this definition">¶</a></dt>
 <dd><p>Apply random enhancement for Color,Contrast,Brightness,Sharpness.</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><strong>scale</strong> (<em>float</em>) – enhancement degree is from [1-scale, 1+scale]</td>
-</tr>
-</tbody>
-</table>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>scale</strong> (<em>float</em>) – enhancement degree is from [1-scale, 1+scale]</p>
+</dd>
+</dl>
 </dd></dl>
 
 <dl class="function">
@@ -547,7 +491,7 @@ it into given size.</p>
         <a href="snapshot.html" class="btn btn-neutral float-right" title="Snapshot" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a>
       
       
-        <a href="data.html" class="btn btn-neutral" title="Data" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
+        <a href="data.html" class="btn btn-neutral float-left" title="Data" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
       
     </div>
   
@@ -556,7 +500,7 @@ it into given size.</p>
 
   <div role="contentinfo">
     <p>
-        &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..
+        &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>
@@ -573,36 +517,17 @@ it into given size.</p>
   
 
 
-  
-
-    <script type="text/javascript">
-        var DOCUMENTATION_OPTIONS = {
-            URL_ROOT:'../',
-            VERSION:'1.1.0',
-            LANGUAGE:'None',
-            COLLAPSE_INDEX:false,
-            FILE_SUFFIX:'.html',
-            HAS_SOURCE:  true,
-            SOURCELINK_SUFFIX: '.txt'
-        };
-    </script>
-      <script type="text/javascript" src="../_static/jquery.js"></script>
-      <script type="text/javascript" src="../_static/underscore.js"></script>
-      <script type="text/javascript" src="../_static/doctools.js"></script>
-
-  
-
-  
-  
-    <script type="text/javascript" src="../_static/js/theme.js"></script>
-  
-
   <script type="text/javascript">
       jQuery(function () {
           SphinxRtdTheme.Navigation.enable(true);
       });
   </script>
 
+  
+  
+    
+  
+
 <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>

Modified: incubator/singa/site/trunk/en/docs/index.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/index.html?rev=1857911&r1=1857910&r2=1857911&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/index.html (original)
+++ incubator/singa/site/trunk/en/docs/index.html Sun Apr 21 13:56:42 2019
@@ -18,15 +18,21 @@
   
 
   
-
-  
+  <script type="text/javascript" src="../_static/js/modernizr.min.js"></script>
   
     
+      <script type="text/javascript" id="documentation_options" data-url_root="../" src="../_static/documentation_options.js"></script>
+        <script type="text/javascript" src="../_static/jquery.js"></script>
+        <script type="text/javascript" src="../_static/underscore.js"></script>
+        <script type="text/javascript" src="../_static/doctools.js"></script>
+        <script type="text/javascript" src="../_static/language_data.js"></script>
+    
+    <script type="text/javascript" src="../_static/js/theme.js"></script>
 
-  
+    
 
   
-    <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+  <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
@@ -44,21 +50,16 @@
 	}
     </style>
 
-
-  
-  <script src="../_static/js/modernizr.min.js"></script>
-
 </head>
 
 <body class="wy-body-for-nav">
 
    
   <div class="wy-grid-for-nav">
-
     
     <nav data-toggle="wy-nav-shift" class="wy-nav-side">
       <div class="wy-side-scroll">
-        <div class="wy-side-nav-search">
+        <div class="wy-side-nav-search" >
           
 
           
@@ -273,7 +274,7 @@
 <li class="toctree-l3"><a class="reference internal" href="autograd.html#operation-layer">Operation + Layer</a><ul>
 <li class="toctree-l4"><a class="reference internal" href="autograd.html#create-the-layers">Create the layers</a></li>
 <li class="toctree-l4"><a class="reference internal" href="autograd.html#define-the-forward-function">Define the forward function</a></li>
-<li class="toctree-l4"><a class="reference internal" href="autograd.html#training">Training</a></li>
+<li class="toctree-l4"><a class="reference internal" href="autograd.html#id1">Training</a></li>
 </ul>
 </li>
 </ul>
@@ -314,31 +315,51 @@
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="model_zoo/imagenet/densenet/README.html">–&gt;</a></li>
+<li class="toctree-l2"><a class="reference internal" href="model_zoo/imagenet/densenet/README.html">name: DenseNet models on ImageNet
+SINGA version: 1.1.1
+SINGA commit:
+license: https://github.com/pytorch/vision/blob/master/torchvision/models/densenet.py</a></li>
 <li class="toctree-l2"><a class="reference internal" href="model_zoo/imagenet/densenet/README.html#image-classification-using-densenet">Image Classification using DenseNet</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="model_zoo/imagenet/densenet/README.html#instructions">Instructions</a></li>
 <li class="toctree-l3"><a class="reference internal" href="model_zoo/imagenet/densenet/README.html#details">Details</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="model_zoo/imagenet/googlenet/README.html">–&gt;</a></li>
+<li class="toctree-l2"><a class="reference internal" href="model_zoo/imagenet/googlenet/README.html">name: GoogleNet on ImageNet
+SINGA version: 1.0.1
+SINGA commit: 8c990f7da2de220e8a012c6a8ecc897dc7532744
+parameter_url: https://s3-ap-southeast-1.amazonaws.com/dlfile/bvlc_googlenet.tar.gz
+parameter_sha1: 0a88e8948b1abca3badfd8d090d6be03f8d7655d
+license: unrestricted https://github.com/BVLC/caffe/tree/master/models/bvlc_googlenet</a></li>
 <li class="toctree-l2"><a class="reference internal" href="model_zoo/imagenet/googlenet/README.html#image-classification-using-googlenet">Image Classification using GoogleNet</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="model_zoo/imagenet/googlenet/README.html#instructions">Instructions</a></li>
 <li class="toctree-l3"><a class="reference internal" href="model_zoo/imagenet/googlenet/README.html#details">Details</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="model_zoo/imagenet/inception/README.html">–&gt;</a></li>
+<li class="toctree-l2"><a class="reference internal" href="model_zoo/imagenet/inception/README.html">name: Inception V4 on ImageNet
+SINGA version: 1.1.1
+SINGA commit:
+parameter_url: https://s3-ap-southeast-1.amazonaws.com/dlfile/inception_v4.tar.gz
+parameter_sha1: 5fdd6f5d8af8fd10e7321d9b38bb87ef14e80d56
+license: https://github.com/tensorflow/models/tree/master/slim</a></li>
 <li class="toctree-l2"><a class="reference internal" href="model_zoo/imagenet/inception/README.html#image-classification-using-inception-v4">Image Classification using Inception V4</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="model_zoo/imagenet/inception/README.html#instructions">Instructions</a></li>
 <li class="toctree-l3"><a class="reference internal" href="model_zoo/imagenet/inception/README.html#details">Details</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="model_zoo/imagenet/resnet/README.html">–&gt;</a></li>
+<li class="toctree-l2"><a class="reference internal" href="model_zoo/imagenet/resnet/README.html">name: Resnets on ImageNet
+SINGA version: 1.1
+SINGA commit: 45ec92d8ffc1fa1385a9307fdf07e21da939ee2f
+parameter_url: https://s3-ap-southeast-1.amazonaws.com/dlfile/resnet/resnet-18.tar.gz
+license: Apache V2, https://github.com/facebook/fb.resnet.torch/blob/master/LICENSE</a></li>
 <li class="toctree-l2"><a class="reference internal" href="model_zoo/imagenet/resnet/README.html#image-classification-using-residual-networks">Image Classification using Residual Networks</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="model_zoo/imagenet/resnet/README.html#instructions">Instructions</a></li>
 <li class="toctree-l3"><a class="reference internal" href="model_zoo/imagenet/resnet/README.html#details">Details</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="model_zoo/imagenet/vgg/README.html">–&gt;</a></li>
+<li class="toctree-l2"><a class="reference internal" href="model_zoo/imagenet/vgg/README.html">name: VGG models on ImageNet
+SINGA version: 1.1.1
+SINGA commit:
+license: https://github.com/pytorch/vision/blob/master/torchvision/models/vgg.py</a></li>
 <li class="toctree-l2"><a class="reference internal" href="model_zoo/imagenet/vgg/README.html#image-classification-using-vgg">Image Classification using VGG</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="model_zoo/imagenet/vgg/README.html#instructions">Instructions</a></li>
 <li class="toctree-l3"><a class="reference internal" href="model_zoo/imagenet/vgg/README.html#details">Details</a></li>
@@ -362,7 +383,7 @@
         <a href="installation.html" class="btn btn-neutral float-right" title="Installation" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a>
       
       
-        <a href="../index.html" class="btn btn-neutral" title="Welcome to Apache SINGA" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
+        <a href="../index.html" class="btn btn-neutral float-left" title="Welcome to Apache SINGA" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
       
     </div>
   
@@ -371,7 +392,7 @@
 
   <div role="contentinfo">
     <p>
-        &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..
+        &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>
@@ -388,36 +409,17 @@
   
 
 
-  
-
-    <script type="text/javascript">
-        var DOCUMENTATION_OPTIONS = {
-            URL_ROOT:'../',
-            VERSION:'1.1.0',
-            LANGUAGE:'None',
-            COLLAPSE_INDEX:false,
-            FILE_SUFFIX:'.html',
-            HAS_SOURCE:  true,
-            SOURCELINK_SUFFIX: '.txt'
-        };
-    </script>
-      <script type="text/javascript" src="../_static/jquery.js"></script>
-      <script type="text/javascript" src="../_static/underscore.js"></script>
-      <script type="text/javascript" src="../_static/doctools.js"></script>
-
-  
-
-  
-  
-    <script type="text/javascript" src="../_static/js/theme.js"></script>
-  
-
   <script type="text/javascript">
       jQuery(function () {
           SphinxRtdTheme.Navigation.enable(true);
       });
   </script>
 
+  
+  
+    
+  
+
 <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>

Modified: incubator/singa/site/trunk/en/docs/initializer.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/initializer.html?rev=1857911&r1=1857910&r2=1857911&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/initializer.html (original)
+++ incubator/singa/site/trunk/en/docs/initializer.html Sun Apr 21 13:56:42 2019
@@ -18,15 +18,21 @@
   
 
   
-
-  
+  <script type="text/javascript" src="../_static/js/modernizr.min.js"></script>
   
     
+      <script type="text/javascript" id="documentation_options" data-url_root="../" src="../_static/documentation_options.js"></script>
+        <script type="text/javascript" src="../_static/jquery.js"></script>
+        <script type="text/javascript" src="../_static/underscore.js"></script>
+        <script type="text/javascript" src="../_static/doctools.js"></script>
+        <script type="text/javascript" src="../_static/language_data.js"></script>
+    
+    <script type="text/javascript" src="../_static/js/theme.js"></script>
 
-  
+    
 
   
-    <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+  <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
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     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
@@ -44,21 +50,16 @@
 	}
     </style>
 
-
-  
-  <script src="../_static/js/modernizr.min.js"></script>
-
 </head>
 
 <body class="wy-body-for-nav">
 
    
   <div class="wy-grid-for-nav">
-
     
     <nav data-toggle="wy-nav-shift" class="wy-nav-side">
       <div class="wy-side-scroll">
-        <div class="wy-side-nav-search">
+        <div class="wy-side-nav-search" >
           
 
           
@@ -225,22 +226,18 @@
 <code class="descclassname">singa.initializer.</code><code class="descname">uniform</code><span class="sig-paren">(</span><em>t</em>, <em>fan_in=0</em>, <em>fan_out=0</em><span class="sig-paren">)</span><a class="headerlink" href="#singa.initializer.uniform" title="Permalink to this definition">¶</a></dt>
 <dd><p>Initialize the values of the input tensor following a uniform
 distribution with specific bounds.</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first last simple">
-<li><strong>fan_in</strong> (<em>int</em>) – for the weight Tensor of a convolution layer,
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>fan_in</strong> (<em>int</em>) – for the weight Tensor of a convolution layer,
 fan_in = nb_channel * kh * kw; for dense layer,
-fan_in = input_feature_length</li>
-<li><strong>fan_out</strong> (<em>int</em>) – for the convolution layer weight Tensor,
+fan_in = input_feature_length</p></li>
+<li><p><strong>fan_out</strong> (<em>int</em>) – for the convolution layer weight Tensor,
 fan_out = nb_filter * kh * kw; for the weight Tensor of a dense
-layer, fan_out = output_feature_length</li>
+layer, fan_out = output_feature_length</p></li>
 </ul>
-</td>
-</tr>
-</tbody>
-</table>
+</dd>
+</dl>
 <p>Ref: [Bengio and Glorot 2010]: Understanding the difficulty of
 training deep feedforward neuralnetworks.</p>
 </dd></dl>
@@ -250,22 +247,18 @@ training deep feedforward neuralnetworks
 <code class="descclassname">singa.initializer.</code><code class="descname">gaussian</code><span class="sig-paren">(</span><em>t</em>, <em>fan_in=0</em>, <em>fan_out=0</em><span class="sig-paren">)</span><a class="headerlink" href="#singa.initializer.gaussian" title="Permalink to this definition">¶</a></dt>
 <dd><p>Initialize the values of the input tensor following a Gaussian
 distribution with specific std.</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first last simple">
-<li><strong>fan_in</strong> (<em>int</em>) – for the weight Tensor of a convolution layer,
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>fan_in</strong> (<em>int</em>) – for the weight Tensor of a convolution layer,
 fan_in = nb_channel * kh * kw; for dense layer,
-fan_in = input_feature_length</li>
-<li><strong>fan_out</strong> (<em>int</em>) – for the convolution layer weight Tensor,
+fan_in = input_feature_length</p></li>
+<li><p><strong>fan_out</strong> (<em>int</em>) – for the convolution layer weight Tensor,
 fan_out = nb_filter * kh * kw; for the weight Tensor of a dense
-layer, fan_out = output_feature_length</li>
+layer, fan_out = output_feature_length</p></li>
 </ul>
-</td>
-</tr>
-</tbody>
-</table>
+</dd>
+</dl>
 <p>Ref Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun: Delving Deep into
 Rectifiers: Surpassing Human-Level Performance on ImageNet Classification</p>
 </dd></dl>
@@ -287,7 +280,7 @@ Rectifiers: Surpassing Human-Level Perfo
         <a href="loss.html" class="btn btn-neutral float-right" title="Loss" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a>
       
       
-        <a href="net.html" class="btn btn-neutral" title="FeedForward Net" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
+        <a href="net.html" class="btn btn-neutral float-left" title="FeedForward Net" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
       
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@@ -296,7 +289,7 @@ Rectifiers: Surpassing Human-Level Perfo
 
   <div role="contentinfo">
     <p>
-        &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..
+        &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>
@@ -313,36 +306,17 @@ Rectifiers: Surpassing Human-Level Perfo
   
 
 
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-        var DOCUMENTATION_OPTIONS = {
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+  
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   <span class="rst-current-version" data-toggle="rst-current-version">
     <span class="fa fa-book"> incubator-singa </span>

Modified: incubator/singa/site/trunk/en/docs/install_macos1013.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/install_macos1013.html?rev=1857911&r1=1857910&r2=1857911&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/install_macos1013.html (original)
+++ incubator/singa/site/trunk/en/docs/install_macos1013.html Sun Apr 21 13:56:42 2019
@@ -18,15 +18,21 @@
   
 
   
-
-  
+  <script type="text/javascript" src="../_static/js/modernizr.min.js"></script>
   
     
+      <script type="text/javascript" id="documentation_options" data-url_root="../" src="../_static/documentation_options.js"></script>
+        <script type="text/javascript" src="../_static/jquery.js"></script>
+        <script type="text/javascript" src="../_static/underscore.js"></script>
+        <script type="text/javascript" src="../_static/doctools.js"></script>
+        <script type="text/javascript" src="../_static/language_data.js"></script>
+    
+    <script type="text/javascript" src="../_static/js/theme.js"></script>
 
-  
+    
 
   
-    <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
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@@ -42,21 +48,16 @@
 	}
     </style>
 
-
-  
-  <script src="../_static/js/modernizr.min.js"></script>
-
 </head>
 
 <body class="wy-body-for-nav">
 
    
   <div class="wy-grid-for-nav">
-
     
     <nav data-toggle="wy-nav-shift" class="wy-nav-side">
       <div class="wy-side-scroll">
-        <div class="wy-side-nav-search">
+        <div class="wy-side-nav-search" >
           
 
           
@@ -183,14 +184,14 @@
 <div class="section" id="requirements">
 <h2>Requirements<a class="headerlink" href="#requirements" title="Permalink to this headline">¶</a></h2>
 <ul class="simple">
-<li>homebrew is used to install the requirements. Try:</li>
+<li><p>homebrew is used to install the requirements. Try:</p></li>
 </ul>
 <div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>brew update
 </pre></div>
 </div>
 <p>If you don’t have homebrew in your system or if you upgraded from a previous operating system, you may see an error message. See FAQ below.</p>
 <ul class="simple">
-<li>installing required software for building SINGA:</li>
+<li><p>installing required software for building SINGA:</p></li>
 </ul>
 <div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>brew tap homebrew/science
 brew tap homebrew/python
@@ -213,7 +214,7 @@ brew install wget
 </pre></div>
 </div>
 <ul class="simple">
-<li>preparing compiler</li>
+<li><p>preparing compiler</p></li>
 </ul>
 <p>To let the compiler (and cmake) know the openblas
 path,</p>
@@ -230,7 +231,7 @@ path,</p>
 </pre></div>
 </div>
 <ul class="simple">
-<li>Get the source code and build it:</li>
+<li><p>Get the source code and build it:</p></li>
 </ul>
 <div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>git clone https://github.com/apache/incubator-singa.git
 
@@ -243,14 +244,14 @@ make
 </pre></div>
 </div>
 <ul class="simple">
-<li>Optional: create virtual enviromnet:</li>
+<li><p>Optional: create virtual enviromnet:</p></li>
 </ul>
 <div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>virtualenv ~/venv
 <span class="nb">source</span> ~/venv/bin/activate
 </pre></div>
 </div>
 <ul class="simple">
-<li>Install the python module</li>
+<li><p>Install the python module</p></li>
 </ul>
 <div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><span class="nb">cd</span> python
 pip install .
@@ -262,7 +263,7 @@ pip install .
 </div>
 <p>then SINGA is installed successfully.</p>
 <ul class="simple">
-<li>Run Jupyter notebook</li>
+<li><p>Run Jupyter notebook</p></li>
 </ul>
 <div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>pip install matplotlib
 
@@ -274,12 +275,12 @@ jupyter notebook
 <div class="section" id="video-tutorial">
 <h2>Video Tutorial<a class="headerlink" href="#video-tutorial" title="Permalink to this headline">¶</a></h2>
 <p>See these steps in the following video:</p>
-<table border="1" class="docutils">
+<table class="docutils align-center">
 <colgroup>
-<col width="100%" />
+<col style="width: 100%" />
 </colgroup>
-<tbody valign="top">
-<tr class="row-odd"><td><a class="reference external" href="https://www.youtube.com/watch?v=T8xGTH9vCBs"><img alt="video" class="align-middle" src="https://img.youtube.com/vi/T8xGTH9vCBs/0.jpg" /></a></td>
+<tbody>
+<tr class="row-odd"><td><p><a class="reference external" href="https://www.youtube.com/watch?v=T8xGTH9vCBs"><img alt="video" class="align-middle" src="https://img.youtube.com/vi/T8xGTH9vCBs/0.jpg" /></a></p></td>
 </tr>
 </tbody>
 </table>
@@ -287,13 +288,13 @@ jupyter notebook
 <div class="section" id="faq">
 <h2>FAQ<a class="headerlink" href="#faq" title="Permalink to this headline">¶</a></h2>
 <ul class="simple">
-<li>How to install or update homebrew:</li>
+<li><p>How to install or update homebrew:</p></li>
 </ul>
 <div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>/usr/bin/ruby -e <span class="s2">&quot;</span><span class="k">$(</span>curl -fsSL https://raw.githubusercontent.com/Homebrew/install/master/install<span class="k">)</span><span class="s2">&quot;</span>
 </pre></div>
 </div>
 <ul class="simple">
-<li>There is an error with protobuf.</li>
+<li><p>There is an error with protobuf.</p></li>
 </ul>
 <p>Try overwriting the links:</p>
 <div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>brew link --overwrite protobuf
@@ -313,7 +314,7 @@ jupyter notebook
 
   <div role="contentinfo">
     <p>
-        &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..
+        &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>
@@ -330,36 +331,17 @@ jupyter notebook
   
 
 
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-        var DOCUMENTATION_OPTIONS = {
-            URL_ROOT:'../',
-            VERSION:'1.1.0',
-            LANGUAGE:'None',
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-            HAS_SOURCE:  true,
-            SOURCELINK_SUFFIX: '.txt'
-        };
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-  
-
   <script type="text/javascript">
       jQuery(function () {
           SphinxRtdTheme.Navigation.enable(true);
       });
   </script>
 
+  
+  
+    
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     <span class="fa fa-book"> incubator-singa </span>