From da0e795f879b2f85ce5d456c4a3ba6a6ab163884 Mon Sep 17 00:00:00 2001
From: Travis CI <paddle-dev@baidu.com>
Date: Fri, 24 Mar 2017 06:51:38 +0000
Subject: [PATCH] Deploy to GitHub Pages:
 5961b52b13ed4dbba1e5a204b11c1e640d721cc2

---
 .../doc/_sources/api/v2/config/layer.rst.txt  |  6 +++
 develop/doc/api/v2/config/layer.html          | 44 +++++++++++++++++++
 develop/doc/searchindex.js                    |  2 +-
 .../_sources/api/v2/config/layer.rst.txt      |  6 +++
 develop/doc_cn/api/v2/config/layer.html       | 44 +++++++++++++++++++
 develop/doc_cn/searchindex.js                 |  2 +-
 6 files changed, 102 insertions(+), 2 deletions(-)

diff --git a/develop/doc/_sources/api/v2/config/layer.rst.txt b/develop/doc/_sources/api/v2/config/layer.rst.txt
index db33a20487e..05817ec8545 100644
--- a/develop/doc/_sources/api/v2/config/layer.rst.txt
+++ b/develop/doc/_sources/api/v2/config/layer.rst.txt
@@ -109,6 +109,12 @@ sum_to_one_norm
     :members: sum_to_one_norm
     :noindex:
     
+cross_channel_norm
+------------------
+..  automodule:: paddle.v2.layer
+    :members: cross_channel_norm
+    :noindex:
+    
 Recurrent Layers
 ================
 
diff --git a/develop/doc/api/v2/config/layer.html b/develop/doc/api/v2/config/layer.html
index 51e2cdab031..8b073675445 100644
--- a/develop/doc/api/v2/config/layer.html
+++ b/develop/doc/api/v2/config/layer.html
@@ -203,6 +203,7 @@
 <li><a class="reference internal" href="#img-cmrnorm">img_cmrnorm</a></li>
 <li><a class="reference internal" href="#batch-norm">batch_norm</a></li>
 <li><a class="reference internal" href="#sum-to-one-norm">sum_to_one_norm</a></li>
+<li><a class="reference internal" href="#cross-channel-norm">cross_channel_norm</a></li>
 </ul>
 </li>
 <li><a class="reference internal" href="#recurrent-layers">Recurrent Layers</a><ul>
@@ -1245,6 +1246,49 @@ and <span class="math">\(out\)</span> is a (batchSize x dataDim) output vector.<
 </table>
 </dd></dl>
 
+</div>
+<div class="section" id="cross-channel-norm">
+<h3>cross_channel_norm<a class="headerlink" href="#cross-channel-norm" title="Permalink to this headline">¶</a></h3>
+<p><cite>paddle.v2.layer</cite> is a part of model config packages in paddle.v2. In API v2,
+we want to make Paddle a plain Python package. The model config package defined
+the way how to configure a neural network topology in Paddle Python code.</p>
+<p>The primary usage shows below.</p>
+<div class="highlight-python"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">paddle.v2</span> <span class="kn">as</span> <span class="nn">paddle</span>
+
+<span class="n">img</span> <span class="o">=</span> <span class="n">paddle</span><span class="o">.</span><span class="n">layer</span><span class="o">.</span><span class="n">data</span><span class="p">(</span><span class="n">name</span><span class="o">=</span><span class="s1">&#39;img&#39;</span><span class="p">,</span> <span class="nb">type</span><span class="o">=</span><span class="n">paddle</span><span class="o">.</span><span class="n">data_type</span><span class="o">.</span><span class="n">dense_vector</span><span class="p">(</span><span class="mi">784</span><span class="p">))</span>
+<span class="n">hidden</span> <span class="o">=</span> <span class="n">paddle</span><span class="o">.</span><span class="n">layer</span><span class="o">.</span><span class="n">fc</span><span class="p">(</span><span class="nb">input</span><span class="o">=</span><span class="n">img</span><span class="p">,</span> <span class="n">size</span><span class="o">=</span><span class="mi">200</span><span class="p">)</span>
+<span class="n">prediction</span> <span class="o">=</span> <span class="n">paddle</span><span class="o">.</span><span class="n">layer</span><span class="o">.</span><span class="n">fc</span><span class="p">(</span><span class="nb">input</span><span class="o">=</span><span class="n">hidden</span><span class="p">,</span> <span class="n">size</span><span class="o">=</span><span class="mi">10</span><span class="p">,</span>
+                             <span class="n">act</span><span class="o">=</span><span class="n">paddle</span><span class="o">.</span><span class="n">activation</span><span class="o">.</span><span class="n">Softmax</span><span class="p">())</span>
+
+<span class="c1"># use prediction instance where needed.</span>
+<span class="n">parameters</span> <span class="o">=</span> <span class="n">paddle</span><span class="o">.</span><span class="n">parameters</span><span class="o">.</span><span class="n">create</span><span class="p">(</span><span class="n">cost</span><span class="p">)</span>
+</pre></div>
+</div>
+<dl class="class">
+<dt>
+<em class="property">class </em><code class="descclassname">paddle.v2.layer.</code><code class="descname">cross_channel_norm</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span></dt>
+<dd><p>Normalize a layer&#8217;s output. This layer is necessary for ssd.
+This layer applys normalize across the channels of each sample to
+a conv layer&#8217;s output and scale the output by a group of trainable
+factors which dimensions equal to the channel&#8217;s number.</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 simple">
+<li><strong>name</strong> (<em>basestring</em>) &#8211; The Layer Name.</li>
+<li><strong>input</strong> (<em>paddle.v2.config_base.Layer</em>) &#8211; The input layer.</li>
+<li><strong>param_attr</strong> (<em>paddle.v2.attr.ParameterAttribute</em>) &#8211; The Parameter Attribute|list.</li>
+</ul>
+</td>
+</tr>
+<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first last">paddle.v2.config_base.Layer</p>
+</td>
+</tr>
+</tbody>
+</table>
+</dd></dl>
+
 </div>
 </div>
 <div class="section" id="recurrent-layers">
diff --git a/develop/doc/searchindex.js b/develop/doc/searchindex.js
index d5efe69b6a0..29bbcb2a59c 100644
--- a/develop/doc/searchindex.js
+++ b/develop/doc/searchindex.js
@@ -1 +1 @@
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\ No newline at end of file
diff --git a/develop/doc_cn/_sources/api/v2/config/layer.rst.txt b/develop/doc_cn/_sources/api/v2/config/layer.rst.txt
index db33a20487e..05817ec8545 100644
--- a/develop/doc_cn/_sources/api/v2/config/layer.rst.txt
+++ b/develop/doc_cn/_sources/api/v2/config/layer.rst.txt
@@ -109,6 +109,12 @@ sum_to_one_norm
     :members: sum_to_one_norm
     :noindex:
     
+cross_channel_norm
+------------------
+..  automodule:: paddle.v2.layer
+    :members: cross_channel_norm
+    :noindex:
+    
 Recurrent Layers
 ================
 
diff --git a/develop/doc_cn/api/v2/config/layer.html b/develop/doc_cn/api/v2/config/layer.html
index 1cff7944c1a..f87fe6120a4 100644
--- a/develop/doc_cn/api/v2/config/layer.html
+++ b/develop/doc_cn/api/v2/config/layer.html
@@ -210,6 +210,7 @@
 <li><a class="reference internal" href="#img-cmrnorm">img_cmrnorm</a></li>
 <li><a class="reference internal" href="#batch-norm">batch_norm</a></li>
 <li><a class="reference internal" href="#sum-to-one-norm">sum_to_one_norm</a></li>
+<li><a class="reference internal" href="#cross-channel-norm">cross_channel_norm</a></li>
 </ul>
 </li>
 <li><a class="reference internal" href="#recurrent-layers">Recurrent Layers</a><ul>
@@ -1252,6 +1253,49 @@ and <span class="math">\(out\)</span> is a (batchSize x dataDim) output vector.<
 </table>
 </dd></dl>
 
+</div>
+<div class="section" id="cross-channel-norm">
+<h3>cross_channel_norm<a class="headerlink" href="#cross-channel-norm" title="永久链接至标题">¶</a></h3>
+<p><cite>paddle.v2.layer</cite> is a part of model config packages in paddle.v2. In API v2,
+we want to make Paddle a plain Python package. The model config package defined
+the way how to configure a neural network topology in Paddle Python code.</p>
+<p>The primary usage shows below.</p>
+<div class="highlight-python"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">paddle.v2</span> <span class="kn">as</span> <span class="nn">paddle</span>
+
+<span class="n">img</span> <span class="o">=</span> <span class="n">paddle</span><span class="o">.</span><span class="n">layer</span><span class="o">.</span><span class="n">data</span><span class="p">(</span><span class="n">name</span><span class="o">=</span><span class="s1">&#39;img&#39;</span><span class="p">,</span> <span class="nb">type</span><span class="o">=</span><span class="n">paddle</span><span class="o">.</span><span class="n">data_type</span><span class="o">.</span><span class="n">dense_vector</span><span class="p">(</span><span class="mi">784</span><span class="p">))</span>
+<span class="n">hidden</span> <span class="o">=</span> <span class="n">paddle</span><span class="o">.</span><span class="n">layer</span><span class="o">.</span><span class="n">fc</span><span class="p">(</span><span class="nb">input</span><span class="o">=</span><span class="n">img</span><span class="p">,</span> <span class="n">size</span><span class="o">=</span><span class="mi">200</span><span class="p">)</span>
+<span class="n">prediction</span> <span class="o">=</span> <span class="n">paddle</span><span class="o">.</span><span class="n">layer</span><span class="o">.</span><span class="n">fc</span><span class="p">(</span><span class="nb">input</span><span class="o">=</span><span class="n">hidden</span><span class="p">,</span> <span class="n">size</span><span class="o">=</span><span class="mi">10</span><span class="p">,</span>
+                             <span class="n">act</span><span class="o">=</span><span class="n">paddle</span><span class="o">.</span><span class="n">activation</span><span class="o">.</span><span class="n">Softmax</span><span class="p">())</span>
+
+<span class="c1"># use prediction instance where needed.</span>
+<span class="n">parameters</span> <span class="o">=</span> <span class="n">paddle</span><span class="o">.</span><span class="n">parameters</span><span class="o">.</span><span class="n">create</span><span class="p">(</span><span class="n">cost</span><span class="p">)</span>
+</pre></div>
+</div>
+<dl class="class">
+<dt>
+<em class="property">class </em><code class="descclassname">paddle.v2.layer.</code><code class="descname">cross_channel_norm</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span></dt>
+<dd><p>Normalize a layer&#8217;s output. This layer is necessary for ssd.
+This layer applys normalize across the channels of each sample to
+a conv layer&#8217;s output and scale the output by a group of trainable
+factors which dimensions equal to the channel&#8217;s number.</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">参数:</th><td class="field-body"><ul class="first simple">
+<li><strong>name</strong> (<em>basestring</em>) &#8211; The Layer Name.</li>
+<li><strong>input</strong> (<em>paddle.v2.config_base.Layer</em>) &#8211; The input layer.</li>
+<li><strong>param_attr</strong> (<em>paddle.v2.attr.ParameterAttribute</em>) &#8211; The Parameter Attribute|list.</li>
+</ul>
+</td>
+</tr>
+<tr class="field-even field"><th class="field-name">返回:</th><td class="field-body"><p class="first last">paddle.v2.config_base.Layer</p>
+</td>
+</tr>
+</tbody>
+</table>
+</dd></dl>
+
 </div>
 </div>
 <div class="section" id="recurrent-layers">
diff --git a/develop/doc_cn/searchindex.js b/develop/doc_cn/searchindex.js
index 58999b5554a..3ca470941f2 100644
--- a/develop/doc_cn/searchindex.js
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@@ -1 +1 @@
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