diff --git a/develop/doc_cn/_sources/howto/dev/write_docs_cn.rst.txt b/develop/doc_cn/_sources/howto/dev/write_docs_cn.rst.txt
index 36e5d420c986fc8d88eefee4aa221dba0a0480f2..731a63f945c29ba78538b3d71289b234e569354d 100644
--- a/develop/doc_cn/_sources/howto/dev/write_docs_cn.rst.txt
+++ b/develop/doc_cn/_sources/howto/dev/write_docs_cn.rst.txt
@@ -5,15 +5,13 @@
 PaddlePaddle的文档包括英文文档 ``doc`` 和中文文档 ``doc_cn`` 两个部分。文档都是通过 `cmake`_ 驱动 `sphinx`_ 编译生成，生成后的文档分别存储在编译目录的 ``doc`` 和 ``doc_cn`` 两个子目录下。
 
 
-如何构建PaddlePaddle的文档
-==========================
+如何构建文档
+============
 
-PaddlePaddle的文档构建有直接构建和基于Docker构建两种方式，我们提供了一个构建脚本build_docs.sh来进行构建。
-PaddlePaddle文档需要准备的环境相对较复杂，所以我们推荐使用基于Docker来构建PaddlePaddle的文档。
+PaddlePaddle的文档构建有两种方式。
 
-
-使用Docker构建PaddlePaddle的文档
---------------------------------
+使用Docker构建
+--------------
 
 使用Docker构建PaddlePaddle的文档，需要在系统里先安装好Docker工具包。Docker安装请参考 `Docker的官网 <https://docs.docker.com/>`_ 。安装好Docker之后可以使用源码目录下的脚本构建文档，即
 
@@ -21,58 +19,46 @@ PaddlePaddle文档需要准备的环境相对较复杂，所以我们推荐使
 
     cd TO_YOUR_PADDLE_CLONE_PATH
     cd paddle/scripts/tools/build_docs
-    bash build_docs.sh with_docker
-
-编译完成后，会在当前目录生成两个子目录\:
-
-* doc 英文文档目录
-* doc_cn 中文文档目录
+    sh build_docs.sh
 
+编译完成之后，会在当前目录生成两个子目录\: doc(英文文档目录)和 doc_cn(中文文档目录)。
 打开浏览器访问对应目录下的index.html即可访问本地文档。
 
-
-
-直接构建PaddlePaddle的文档
---------------------------
-
-因为PaddlePaddle的v2 api文档生成过程依赖于py_paddle Python包，用户需要首先确认py_paddle包已经安装。
-
-..  code-block:: bash
-
-    python -c "import py_paddle"
-
-如果提示错误，那么用户需要在本地编译安装PaddlePaddle，请参考 `源码编译文档 <http://doc.paddlepaddle.org/develop/doc/getstarted/build_and_install/build_from_source_en.html>`_ 。
-注意，用户在首次编译安装PaddlePaddle时，请将WITH_DOC选项关闭。在编译安装正确之后，请再次确认py_paddle包已经安装，即可进行下一步操作。
+直接构建
+--------
 
 如果提示正确，可以执行以下命令编译生成文档，即
 
 ..  code-block:: bash
 
     cd TO_YOUR_PADDLE_CLONE_PATH
-    cd paddle/scripts/tools/build_docs
-    bash build_docs.sh local
-
-编译完成之后，会在当前目录生成两个子目录\:
-
-* doc 英文文档目录
-* doc_cn 中文文档目录
+    mkdir -p build
+    cd build
+    cmake .. -DCMAKE_BUILD_TYPE=Debug -DWITH_GPU=OFF -DWITH_MKLDNN=OFF -DWITH_MKLML=OFF -DWITH_DOC=ON
+    make gen_proto_py
+    make paddle_docs paddle_docs_cn
 
+编译完成之后，会在当前目录生成两个子目录\: doc(英文文档目录)和 doc_cn(中文文档目录)。
 打开浏览器访问对应目录下的index.html即可访问本地文档。
 
 
-如何书写PaddlePaddle的文档
-==========================
+如何书写文档
+============
 
 PaddlePaddle文档使用 `sphinx`_ 自动生成，用户可以参考sphinx教程进行书写。
 
-如何更新www.paddlepaddle.org文档
-================================
+如何更新文档主题
+================
+
+PaddlePaddle文档主题在 `TO_YOUR_PADDLE_CLONE_PATH/doc_theme` 文件夹下，包含所有和前端网页设计相关的文件。
 
-开发者给PaddlePaddle代码增加的注释以PR的形式提交到github中，提交方式可参见 `贡献文档 <http://doc.paddlepaddle.org/develop/doc_cn/howto/dev/contribute_to_paddle_cn.html>`_ 。
+如何更新doc.paddlepaddle.org
+============================
+
+更新的文档以PR的形式提交到github中，提交方式参见 `贡献文档 <http://doc.paddlepaddle.org/develop/doc_cn/howto/dev/contribute_to_paddle_cn.html>`_ 。
 目前PaddlePaddle的develop分支的文档是自动触发更新的，用户可以分别查看最新的 `中文文档 <http://doc.paddlepaddle.org/develop/doc_cn/>`_ 和
 `英文文档 <http://doc.paddlepaddle.org/develop/doc/>`_ 。
 
 
-
 ..  _cmake: https://cmake.org/
 ..  _sphinx: http://www.sphinx-doc.org/en/1.4.8/
diff --git a/develop/doc_cn/howto/dev/write_docs_cn.html b/develop/doc_cn/howto/dev/write_docs_cn.html
index 0e98f5ce9c53073623f3df927334c9e9594cc3e9..5e657d01f1e0886b971702a6c039028b6aa7f0c5 100644
--- a/develop/doc_cn/howto/dev/write_docs_cn.html
+++ b/develop/doc_cn/howto/dev/write_docs_cn.html
@@ -192,54 +192,46 @@
   <div class="section" id="id1">
 <h1>如何贡献/修改文档<a class="headerlink" href="#id1" title="永久链接至标题">¶</a></h1>
 <p>PaddlePaddle的文档包括英文文档 <code class="docutils literal"><span class="pre">doc</span></code> 和中文文档 <code class="docutils literal"><span class="pre">doc_cn</span></code> 两个部分。文档都是通过 <a class="reference external" href="https://cmake.org/">cmake</a> 驱动 <a class="reference external" href="http://www.sphinx-doc.org/en/1.4.8/">sphinx</a> 编译生成，生成后的文档分别存储在编译目录的 <code class="docutils literal"><span class="pre">doc</span></code> 和 <code class="docutils literal"><span class="pre">doc_cn</span></code> 两个子目录下。</p>
-<div class="section" id="paddlepaddle">
-<h2>如何构建PaddlePaddle的文档<a class="headerlink" href="#paddlepaddle" title="永久链接至标题">¶</a></h2>
-<p>PaddlePaddle的文档构建有直接构建和基于Docker构建两种方式，我们提供了一个构建脚本build_docs.sh来进行构建。
-PaddlePaddle文档需要准备的环境相对较复杂，所以我们推荐使用基于Docker来构建PaddlePaddle的文档。</p>
-<div class="section" id="dockerpaddlepaddle">
-<h3>使用Docker构建PaddlePaddle的文档<a class="headerlink" href="#dockerpaddlepaddle" title="永久链接至标题">¶</a></h3>
+<div class="section" id="id2">
+<h2>如何构建文档<a class="headerlink" href="#id2" title="永久链接至标题">¶</a></h2>
+<p>PaddlePaddle的文档构建有两种方式。</p>
+<div class="section" id="docker">
+<h3>使用Docker构建<a class="headerlink" href="#docker" title="永久链接至标题">¶</a></h3>
 <p>使用Docker构建PaddlePaddle的文档，需要在系统里先安装好Docker工具包。Docker安装请参考 <a class="reference external" href="https://docs.docker.com/">Docker的官网</a> 。安装好Docker之后可以使用源码目录下的脚本构建文档，即</p>
 <div class="highlight-bash"><div class="highlight"><pre><span></span><span class="nb">cd</span> TO_YOUR_PADDLE_CLONE_PATH
 <span class="nb">cd</span> paddle/scripts/tools/build_docs
-bash build_docs.sh with_docker
+sh build_docs.sh
 </pre></div>
 </div>
-<p>编译完成后，会在当前目录生成两个子目录:</p>
-<ul class="simple">
-<li>doc 英文文档目录</li>
-<li>doc_cn 中文文档目录</li>
-</ul>
-<p>打开浏览器访问对应目录下的index.html即可访问本地文档。</p>
-</div>
-<div class="section" id="id2">
-<h3>直接构建PaddlePaddle的文档<a class="headerlink" href="#id2" title="永久链接至标题">¶</a></h3>
-<p>因为PaddlePaddle的v2 api文档生成过程依赖于py_paddle Python包，用户需要首先确认py_paddle包已经安装。</p>
-<div class="highlight-bash"><div class="highlight"><pre><span></span>python -c <span class="s2">&quot;import py_paddle&quot;</span>
-</pre></div>
+<p>编译完成之后，会在当前目录生成两个子目录: doc(英文文档目录)和 doc_cn(中文文档目录)。
+打开浏览器访问对应目录下的index.html即可访问本地文档。</p>
 </div>
-<p>如果提示错误，那么用户需要在本地编译安装PaddlePaddle，请参考 <a class="reference external" href="http://doc.paddlepaddle.org/develop/doc/getstarted/build_and_install/build_from_source_en.html">源码编译文档</a> 。
-注意，用户在首次编译安装PaddlePaddle时，请将WITH_DOC选项关闭。在编译安装正确之后，请再次确认py_paddle包已经安装，即可进行下一步操作。</p>
+<div class="section" id="id4">
+<h3>直接构建<a class="headerlink" href="#id4" title="永久链接至标题">¶</a></h3>
 <p>如果提示正确，可以执行以下命令编译生成文档，即</p>
 <div class="highlight-bash"><div class="highlight"><pre><span></span><span class="nb">cd</span> TO_YOUR_PADDLE_CLONE_PATH
-<span class="nb">cd</span> paddle/scripts/tools/build_docs
-bash build_docs.sh <span class="nb">local</span>
+mkdir -p build
+<span class="nb">cd</span> build
+cmake .. -DCMAKE_BUILD_TYPE<span class="o">=</span>Debug -DWITH_GPU<span class="o">=</span>OFF -DWITH_MKLDNN<span class="o">=</span>OFF -DWITH_MKLML<span class="o">=</span>OFF -DWITH_DOC<span class="o">=</span>ON
+make gen_proto_py
+make paddle_docs paddle_docs_cn
 </pre></div>
 </div>
-<p>编译完成之后，会在当前目录生成两个子目录:</p>
-<ul class="simple">
-<li>doc 英文文档目录</li>
-<li>doc_cn 中文文档目录</li>
-</ul>
-<p>打开浏览器访问对应目录下的index.html即可访问本地文档。</p>
+<p>编译完成之后，会在当前目录生成两个子目录: doc(英文文档目录)和 doc_cn(中文文档目录)。
+打开浏览器访问对应目录下的index.html即可访问本地文档。</p>
 </div>
 </div>
-<div class="section" id="id4">
-<h2>如何书写PaddlePaddle的文档<a class="headerlink" href="#id4" title="永久链接至标题">¶</a></h2>
+<div class="section" id="id5">
+<h2>如何书写文档<a class="headerlink" href="#id5" title="永久链接至标题">¶</a></h2>
 <p>PaddlePaddle文档使用 <a class="reference external" href="http://www.sphinx-doc.org/en/1.4.8/">sphinx</a> 自动生成，用户可以参考sphinx教程进行书写。</p>
 </div>
-<div class="section" id="www-paddlepaddle-org">
-<h2>如何更新www.paddlepaddle.org文档<a class="headerlink" href="#www-paddlepaddle-org" title="永久链接至标题">¶</a></h2>
-<p>开发者给PaddlePaddle代码增加的注释以PR的形式提交到github中，提交方式可参见 <a class="reference external" href="http://doc.paddlepaddle.org/develop/doc_cn/howto/dev/contribute_to_paddle_cn.html">贡献文档</a> 。
+<div class="section" id="id6">
+<h2>如何更新文档主题<a class="headerlink" href="#id6" title="永久链接至标题">¶</a></h2>
+<p>PaddlePaddle文档主题在 <cite>TO_YOUR_PADDLE_CLONE_PATH/doc_theme</cite> 文件夹下，包含所有和前端网页设计相关的文件。</p>
+</div>
+<div class="section" id="doc-paddlepaddle-org">
+<h2>如何更新doc.paddlepaddle.org<a class="headerlink" href="#doc-paddlepaddle-org" title="永久链接至标题">¶</a></h2>
+<p>更新的文档以PR的形式提交到github中，提交方式参见 <a class="reference external" href="http://doc.paddlepaddle.org/develop/doc_cn/howto/dev/contribute_to_paddle_cn.html">贡献文档</a> 。
 目前PaddlePaddle的develop分支的文档是自动触发更新的，用户可以分别查看最新的 <a class="reference external" href="http://doc.paddlepaddle.org/develop/doc_cn/">中文文档</a> 和
 <a class="reference external" href="http://doc.paddlepaddle.org/develop/doc/">英文文档</a> 。</p>
 </div>
diff --git a/develop/doc_cn/searchindex.js b/develop/doc_cn/searchindex.js
index 9976e6da7f105476481c8ba3671e921e8a8f50ef..4adef1282ed3200b6479bd5d7a978768529aff71 100644
--- a/develop/doc_cn/searchindex.js
+++ b/develop/doc_cn/searchindex.js
@@ -1 +1 @@
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