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Posted to commits@singa.apache.org by wa...@apache.org on 2019/04/24 14:57:38 UTC

svn commit: r1858059 [35/38] - in /incubator/singa/site/trunk: ./ en/ en/_sources/ en/_sources/community/ en/_sources/develop/ en/_sources/docs/ en/_sources/docs/model_zoo/ en/_sources/docs/model_zoo/caffe/ en/_sources/docs/model_zoo/char-rnn/ en/_sour...

Modified: incubator/singa/site/trunk/zh/docs/metric.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/zh/docs/metric.html?rev=1858059&r1=1858058&r2=1858059&view=diff
==============================================================================
--- incubator/singa/site/trunk/zh/docs/metric.html (original)
+++ incubator/singa/site/trunk/zh/docs/metric.html Wed Apr 24 14:57:35 2019
@@ -1,5 +1,5 @@
 
- 
+
 
 <!DOCTYPE html>
 <!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
@@ -9,7 +9,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>度量(Metric) &mdash; incubator-singa 2.0.0 documentation</title>
+  <title>度量(Metric) &mdash; incubator-singa 1.1.0 documentation</title>
   
 
   
@@ -38,18 +38,18 @@
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="优化器(Optimizer)" href="optimizer.html" />
     <link rel="prev" title="损失(Loss)" href="loss.html" />
-     <link href="../_static/style.css" rel="stylesheet" type="text/css">
-     <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-   <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-     <style>
-   .fa:hover {
-       opacity: 0.7;
-   }
-   .fab:hover {
-       opacity: 0.7;
-   }
-     </style>
- 
+    <link href="../_static/style.css" rel="stylesheet" type="text/css">
+    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+    <style>
+	.fa:hover {
+	    opacity: 0.7;
+	}
+	.fab:hover {
+	    opacity: 0.7;
+	}
+    </style>
+
 </head>
 
 <body class="wy-body-for-nav">
@@ -233,8 +233,8 @@
 <p>为每个样本计算度量值</p>
 <p><strong>参数:</strong></p>
 <ul class="simple">
-<li><strong>x (Tensor)</strong> – 预测值,每行代表一个样本的预测值</li>
-<li><strong>y (Tensor)</strong> – 真实值,每行代表一个样本的真实值</li>
+<li><p><strong>x (Tensor)</strong> – 预测值,每行代表一个样本的预测值</p></li>
+<li><p><strong>y (Tensor)</strong> – 真实值,每行代表一个样本的真实值</p></li>
 </ul>
 <p><strong>返回值:</strong> 浮点数组成的tensor,每个样本对应一个浮点数输出</p>
 </div>
@@ -244,8 +244,8 @@
 <p>计算样本的平均度量值</p>
 <p><strong>参数:</strong></p>
 <ul class="simple">
-<li><strong>x (Tensor)</strong> – 预测值,每列代表一个样本的预测值</li>
-<li><strong>y (Tensor)</strong> – 真实值,每列代表一个样本的真实值</li>
+<li><p><strong>x (Tensor)</strong> – 预测值,每列代表一个样本的预测值</p></li>
+<li><p><strong>y (Tensor)</strong> – 真实值,每列代表一个样本的真实值</p></li>
 </ul>
 <p><strong>返回值:</strong> 浮点数组成的tensor,每个样本对应一个浮点数输出</p>
 </div>
@@ -306,50 +306,46 @@
   
     
   
+
+<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
+  <span class="rst-current-version" data-toggle="rst-current-version">
+    <span class="fa fa-book"> incubator-singa </span>
+    v: latest
+    <span class="fa fa-caret-down"></span>
+  </span>
+  <div class="rst-other-versions">
+      <dl>
+          <dt>Languages</dt>
+          <dd><a href="../../en/index.html">English</a></dd>
+          <dd><a href="../../zh/index.html">中文</a></dd>
+      </dl>
+      <dl>
+          <dt>Versions</dt>
+          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+      </dl>
+
+  </div>
+  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+
+  <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/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>
+  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+
+</div>
+
+ <a href="https://github.com/apache/incubator-singa">
+    <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
+        alt="Fork me on GitHub">
+</a>
+
  
- <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-   <span class="rst-current-version" data-toggle="rst-current-version">
-     <span class="fa fa-book"> incubator-singa </span>
-     v: latest
-     <span class="fa fa-caret-down"></span>
-   </span>
-   <div class="rst-other-versions">
-       <dl>
-           <dt>Languages</dt>
-           <dd><a href="../../index.html">English</a></dd>
-           <dd><a href=".././index.html">中文</a></dd>
-       </dl>
-       <dl>
-           <dt>Versions</dt>
-           <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-           <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-       </dl>
- 
-   </div>
-   <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-   <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-   <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-   <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-   <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-   <br>
-   <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/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>
-   <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
- 
- </div>
- 
-  <a href="https://github.com/apache/incubator-singa">
-     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-         src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-         alt="Fork me on GitHub">
- </a>
- 
-  
- 
+
 
 </body>
 </html>
\ No newline at end of file

Modified: incubator/singa/site/trunk/zh/docs/model_zoo/char-rnn/README.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/zh/docs/model_zoo/char-rnn/README.html?rev=1858059&r1=1858058&r2=1858059&view=diff
==============================================================================
--- incubator/singa/site/trunk/zh/docs/model_zoo/char-rnn/README.html (original)
+++ incubator/singa/site/trunk/zh/docs/model_zoo/char-rnn/README.html Wed Apr 24 14:57:35 2019
@@ -1,5 +1,5 @@
 
- 
+
 
 <!DOCTYPE html>
 <!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
@@ -9,7 +9,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>在文本上训练Char-RNN &mdash; incubator-singa 2.0.0 documentation</title>
+  <title>在文本上训练Char-RNN &mdash; incubator-singa 1.1.0 documentation</title>
   
 
   
@@ -38,18 +38,18 @@
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="在MNIST数据集上训练RBM模型" href="../mnist/README.html" />
     <link rel="prev" title="在Cifar-10上训练CNN" href="../cifar10/README.html" />
-     <link href="../../../_static/style.css" rel="stylesheet" type="text/css">
-     <!--link href="../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-   <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-     <style>
-   .fa:hover {
-       opacity: 0.7;
-   }
-   .fab:hover {
-       opacity: 0.7;
-   }
-     </style>
- 
+    <link href="../../../_static/style.css" rel="stylesheet" type="text/css">
+    <!--link href="../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+    <style>
+	.fa:hover {
+	    opacity: 0.7;
+	}
+	.fab:hover {
+	    opacity: 0.7;
+	}
+    </style>
+
 </head>
 
 <body class="wy-body-for-nav">
@@ -236,11 +236,9 @@
 <div class="section" id="id1">
 <h2>操作说明<a class="headerlink" href="#id1" title="Permalink to this headline">¶</a></h2>
 <ul>
-<li><p class="first">编译并安装SINGA。目前,RNN的实现是基于CuDNN(&gt;=5.05)。.</p>
-</li>
-<li><p class="first">准备数据集。下载<a class="reference external" href="http://cs.stanford.edu/people/karpathy/char-rnn/">内核源代码</a>。其他文本数据也可被使用。</p>
-</li>
-<li><p class="first">开始训练,</p>
+<li><p>编译并安装SINGA。目前,RNN的实现是基于CuDNN(&gt;=5.05)。.</p></li>
+<li><p>准备数据集。下载<a class="reference external" href="http://cs.stanford.edu/people/karpathy/char-rnn/">内核源代码</a>。其他文本数据也可被使用。</p></li>
+<li><p>开始训练,</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span>  <span class="n">python</span> <span class="n">train</span><span class="o">.</span><span class="n">py</span> <span class="n">linux_input</span><span class="o">.</span><span class="n">txt</span>
 </pre></div>
 </div>
@@ -249,7 +247,7 @@
 </pre></div>
 </div>
 </li>
-<li><p class="first">通过提供要采样的字符数和种子字符串来从模型中采样字符。</p>
+<li><p>通过提供要采样的字符数和种子字符串来从模型中采样字符。</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span>  <span class="n">python</span> <span class="n">sample</span><span class="o">.</span><span class="n">py</span> <span class="s1">&#39;model.bin&#39;</span> <span class="mi">100</span> <span class="o">--</span><span class="n">seed</span> <span class="s1">&#39;#include &lt;std&#39;</span>
 </pre></div>
 </div>
@@ -306,50 +304,46 @@
   
     
   
+
+<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
+  <span class="rst-current-version" data-toggle="rst-current-version">
+    <span class="fa fa-book"> incubator-singa </span>
+    v: latest
+    <span class="fa fa-caret-down"></span>
+  </span>
+  <div class="rst-other-versions">
+      <dl>
+          <dt>Languages</dt>
+          <dd><a href="../../../../en/index.html">English</a></dd>
+          <dd><a href="../../../../zh/index.html">中文</a></dd>
+      </dl>
+      <dl>
+          <dt>Versions</dt>
+          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+      </dl>
+
+  </div>
+  <a href="http://incubator.apache.org/"> <img src= "../../../_static/apache.png" style="background-color:white;"> </a>
+
+  <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/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>
+  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+
+</div>
+
+ <a href="https://github.com/apache/incubator-singa">
+    <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
+        alt="Fork me on GitHub">
+</a>
+
  
- <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-   <span class="rst-current-version" data-toggle="rst-current-version">
-     <span class="fa fa-book"> incubator-singa </span>
-     v: latest
-     <span class="fa fa-caret-down"></span>
-   </span>
-   <div class="rst-other-versions">
-       <dl>
-           <dt>Languages</dt>
-           <dd><a href="../../../../index.html">English</a></dd>
-           <dd><a href="../../.././index.html">中文</a></dd>
-       </dl>
-       <dl>
-           <dt>Versions</dt>
-           <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-           <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-       </dl>
- 
-   </div>
-   <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-   <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-   <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-   <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-   <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-   <br>
-   <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/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>
-   <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
- 
- </div>
- 
-  <a href="https://github.com/apache/incubator-singa">
-     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-         src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-         alt="Fork me on GitHub">
- </a>
- 
-  
- 
+
 
 </body>
 </html>
\ No newline at end of file

Modified: incubator/singa/site/trunk/zh/docs/model_zoo/cifar10/README.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/zh/docs/model_zoo/cifar10/README.html?rev=1858059&r1=1858058&r2=1858059&view=diff
==============================================================================
--- incubator/singa/site/trunk/zh/docs/model_zoo/cifar10/README.html (original)
+++ incubator/singa/site/trunk/zh/docs/model_zoo/cifar10/README.html Wed Apr 24 14:57:35 2019
@@ -1,5 +1,5 @@
 
- 
+
 
 <!DOCTYPE html>
 <!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
@@ -9,7 +9,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>在Cifar-10上训练CNN &mdash; incubator-singa 2.0.0 documentation</title>
+  <title>在Cifar-10上训练CNN &mdash; incubator-singa 1.1.0 documentation</title>
   
 
   
@@ -38,18 +38,18 @@
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="在文本上训练Char-RNN" href="../char-rnn/README.html" />
     <link rel="prev" title="模型库" href="../index.html" />
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-     <style>
-   .fa:hover {
-       opacity: 0.7;
-   }
-   .fab:hover {
-       opacity: 0.7;
-   }
-     </style>
- 
+    <link href="../../../_static/style.css" rel="stylesheet" type="text/css">
+    <!--link href="../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
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+    <style>
+	.fa:hover {
+	    opacity: 0.7;
+	}
+	.fab:hover {
+	    opacity: 0.7;
+	}
+    </style>
+
 </head>
 
 <body class="wy-body-for-nav">
@@ -234,10 +234,10 @@
 <h1>在Cifar-10上训练CNN<a class="headerlink" href="#cifar-10cnn" title="Permalink to this headline">¶</a></h1>
 <p>卷积神经网络(CNN)是一种被广泛用于图像和视频分类的前馈人造神经网络。在此例子中,我们将在Cifar-10数据集上训练三个深度CNN模型来进行图像分类,</p>
 <ol class="simple">
-<li><a class="reference external" href="https://code.google.com/p/cuda-convnet/source/browse/trunk/example-layers/layers-18pct.cfg">AlexNet</a>,我们在验证集上能达到的最高准确度(不做数据增强)在82%左右。</li>
-<li><a class="reference external" href="http://torch.ch/blog/2015/07/30/cifar.html">VGGNet</a>,我们在验证集上能达到的最高准确度(不做数据增强)在89%左右。</li>
-<li><a class="reference external" href="https://github.com/facebook/fb.resnet.torch">ResNet</a>,我们在验证集上能达到的最高准确度(不做数据增强)在83%左右。</li>
-<li><a class="reference external" href="https://github.com/BVLC/caffe/tree/master/examples/cifar10">来自Caffe的AlexNet</a>,SINGA能够无缝转换Caffe模型。</li>
+<li><p><a class="reference external" href="https://code.google.com/p/cuda-convnet/source/browse/trunk/example-layers/layers-18pct.cfg">AlexNet</a>,我们在验证集上能达到的最高准确度(不做数据增强)在82%左右。</p></li>
+<li><p><a class="reference external" href="http://torch.ch/blog/2015/07/30/cifar.html">VGGNet</a>,我们在验证集上能达到的最高准确度(不做数据增强)在89%左右。</p></li>
+<li><p><a class="reference external" href="https://github.com/facebook/fb.resnet.torch">ResNet</a>,我们在验证集上能达到的最高准确度(不做数据增强)在83%左右。</p></li>
+<li><p><a class="reference external" href="https://github.com/BVLC/caffe/tree/master/examples/cifar10">来自Caffe的AlexNet</a>,SINGA能够无缝转换Caffe模型。</p></li>
 </ol>
 <div class="section" id="id1">
 <h2>操作说明<a class="headerlink" href="#id1" title="Permalink to this headline">¶</a></h2>
@@ -339,50 +339,46 @@
   
     
   
+
+<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>
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+  <div class="rst-other-versions">
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+          <dt>Languages</dt>
+          <dd><a href="../../../../en/index.html">English</a></dd>
+          <dd><a href="../../../../zh/index.html">中文</a></dd>
+      </dl>
+      <dl>
+          <dt>Versions</dt>
+          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+      </dl>
+
+  </div>
+  <a href="http://incubator.apache.org/"> <img src= "../../../_static/apache.png" style="background-color:white;"> </a>
+
+  <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/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>
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+  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+
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+
+ <a href="https://github.com/apache/incubator-singa">
+    <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
+        alt="Fork me on GitHub">
+</a>
+
  
- <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-   <span class="rst-current-version" data-toggle="rst-current-version">
-     <span class="fa fa-book"> incubator-singa </span>
-     v: latest
-     <span class="fa fa-caret-down"></span>
-   </span>
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-       <dl>
-           <dt>Languages</dt>
-           <dd><a href="../../../../index.html">English</a></dd>
-           <dd><a href="../../.././index.html">中文</a></dd>
-       </dl>
-       <dl>
-           <dt>Versions</dt>
-           <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-           <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-       </dl>
- 
-   </div>
-   <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-   <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-   <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-   <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-   <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-   <br>
-   <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>
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-   <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> 
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- 
- </div>
- 
-  <a href="https://github.com/apache/incubator-singa">
-     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-         src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-         alt="Fork me on GitHub">
- </a>
- 
-  
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+
 
 </body>
 </html>
\ No newline at end of file

Modified: incubator/singa/site/trunk/zh/docs/model_zoo/imagenet/alexnet/README.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/zh/docs/model_zoo/imagenet/alexnet/README.html?rev=1858059&r1=1858058&r2=1858059&view=diff
==============================================================================
--- incubator/singa/site/trunk/zh/docs/model_zoo/imagenet/alexnet/README.html (original)
+++ incubator/singa/site/trunk/zh/docs/model_zoo/imagenet/alexnet/README.html Wed Apr 24 14:57:35 2019
@@ -1,5 +1,5 @@
 
- 
+
 
 <!DOCTYPE html>
 <!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
@@ -9,7 +9,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>在ImageNet上训练AlexNet &mdash; incubator-singa 2.0.0 documentation</title>
+  <title>在ImageNet上训练AlexNet &mdash; incubator-singa 1.1.0 documentation</title>
   
 
   
@@ -38,18 +38,18 @@
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="用DenseNet做图像分类" href="../densenet/README.html" />
     <link rel="prev" title="在MNIST数据集上训练RBM模型" href="../../mnist/README.html" />
-     <link href="../../../../_static/style.css" rel="stylesheet" type="text/css">
-     <!--link href="../../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-   <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-     <style>
-   .fa:hover {
-       opacity: 0.7;
-   }
-   .fab:hover {
-       opacity: 0.7;
-   }
-     </style>
- 
+    <link href="../../../../_static/style.css" rel="stylesheet" type="text/css">
+    <!--link href="../../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+    <style>
+	.fa:hover {
+	    opacity: 0.7;
+	}
+	.fab:hover {
+	    opacity: 0.7;
+	}
+    </style>
+
 </head>
 
 <body class="wy-body-for-nav">
@@ -243,27 +243,27 @@
 <div class="section" id="id2">
 <h3>数据下载<a class="headerlink" href="#id2" title="Permalink to this headline">¶</a></h3>
 <ul class="simple">
-<li>请参考创建<a class="reference external" href="https://github.com/amd/OpenCL-caffe/wiki/Instructions-to-create-ImageNet-2012-data">ImageNet 2012数据集</a>的步骤1-3下载和加压数据。</li>
-<li>你可以通过<a class="reference external" href="https://github.com/BVLC/caffe/blob/master/data/ilsvrc12/get_ilsvrc_aux.sh">get_ilsvrc_aux.sh</a>或从<a class="reference external" href="http://www.image-net.org/download-images">ImageNet</a>下载训练和验证集。</li>
+<li><p>请参考创建<a class="reference external" href="https://github.com/amd/OpenCL-caffe/wiki/Instructions-to-create-ImageNet-2012-data">ImageNet 2012数据集</a>的步骤1-3下载和加压数据。</p></li>
+<li><p>你可以通过<a class="reference external" href="https://github.com/BVLC/caffe/blob/master/data/ilsvrc12/get_ilsvrc_aux.sh">get_ilsvrc_aux.sh</a>或从<a class="reference external" href="http://www.image-net.org/download-images">ImageNet</a>下载训练和验证集。</p></li>
 </ul>
 </div>
 <div class="section" id="id3">
 <h3>数据预处理<a class="headerlink" href="#id3" title="Permalink to this headline">¶</a></h3>
 <ul>
-<li><p class="first">假设你已经下载了数据和描述文件。 现在我们应该将数据转换为二进制文件。你可以运行:</p>
+<li><p>假设你已经下载了数据和描述文件。 现在我们应该将数据转换为二进制文件。你可以运行:</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span>    <span class="n">sh</span> <span class="n">create_data</span><span class="o">.</span><span class="n">sh</span>
 </pre></div>
 </div>
 <p>这个脚本会在指定输出目录下生成一个测试文件(<code class="docutils literal notranslate"><span class="pre">test.bin</span></code>),均值文件(<code class="docutils literal notranslate"><span class="pre">mean.bin</span></code>)和一些训练文件(<code class="docutils literal notranslate"><span class="pre">trainX.bin</span></code>)。</p>
 </li>
-<li><p class="first">你也可以改变<code class="docutils literal notranslate"><span class="pre">create_data.sh</span></code>的参数。</p>
+<li><p>你也可以改变<code class="docutils literal notranslate"><span class="pre">create_data.sh</span></code>的参数。</p>
 <ul class="simple">
-<li><code class="docutils literal notranslate"><span class="pre">-trainlist</span> <span class="pre">&lt;file&gt;</span></code>: 训练数据列表文件;</li>
-<li><code class="docutils literal notranslate"><span class="pre">-trainfolder</span> <span class="pre">&lt;folder&gt;</span></code>: 训练图片所在文件夹;</li>
-<li><code class="docutils literal notranslate"><span class="pre">-testlist</span> <span class="pre">&lt;file&gt;</span></code>: 测试数据列表文件;</li>
-<li><code class="docutils literal notranslate"><span class="pre">-testfolder</span> <span class="pre">&lt;floder&gt;</span></code>: 测试图像所在文件夹;</li>
-<li><code class="docutils literal notranslate"><span class="pre">-outdata</span> <span class="pre">&lt;folder&gt;</span></code>: 保存输出文件的文件夹,包括平均值,训练和测试文件。 该脚本将在指定的文件夹中生成这些文件;</li>
-<li><code class="docutils literal notranslate"><span class="pre">-filesize</span> <span class="pre">&lt;int&gt;</span></code>: 在每个二进制文件中存储的训练图片个数.</li>
+<li><p><code class="docutils literal notranslate"><span class="pre">-trainlist</span> <span class="pre">&lt;file&gt;</span></code>: 训练数据列表文件;</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">-trainfolder</span> <span class="pre">&lt;folder&gt;</span></code>: 训练图片所在文件夹;</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">-testlist</span> <span class="pre">&lt;file&gt;</span></code>: 测试数据列表文件;</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">-testfolder</span> <span class="pre">&lt;floder&gt;</span></code>: 测试图像所在文件夹;</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">-outdata</span> <span class="pre">&lt;folder&gt;</span></code>: 保存输出文件的文件夹,包括平均值,训练和测试文件。 该脚本将在指定的文件夹中生成这些文件;</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">-filesize</span> <span class="pre">&lt;int&gt;</span></code>: 在每个二进制文件中存储的训练图片个数.</p></li>
 </ul>
 </li>
 </ul>
@@ -271,22 +271,22 @@
 <div class="section" id="id4">
 <h3>训练<a class="headerlink" href="#id4" title="Permalink to this headline">¶</a></h3>
 <ul>
-<li><p class="first">准备好数据后,你可以运行下面指令来训练AlexNet模型。</p>
+<li><p>准备好数据后,你可以运行下面指令来训练AlexNet模型。</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span>    <span class="n">sh</span> <span class="n">run</span><span class="o">.</span><span class="n">sh</span>
 </pre></div>
 </div>
 </li>
-<li><p class="first">你可以改变<code class="docutils literal notranslate"><span class="pre">run.sh</span></code>的参数。</p>
+<li><p>你可以改变<code class="docutils literal notranslate"><span class="pre">run.sh</span></code>的参数。</p>
 <ul class="simple">
-<li><code class="docutils literal notranslate"><span class="pre">-epoch</span> <span class="pre">&lt;int&gt;</span></code>: 要训练的epoch数目,默认为90;</li>
-<li><code class="docutils literal notranslate"><span class="pre">-lr</span> <span class="pre">&lt;float&gt;</span></code>: 基础学习率,学习率将减少每20个时期,更具体地,lr = lr * exp(0.1 *(epoch / 20));</li>
-<li><code class="docutils literal notranslate"><span class="pre">-batchsize</span> <span class="pre">&lt;int&gt;</span></code>: 批数目,它应该根据你的内存而改变;</li>
-<li><code class="docutils literal notranslate"><span class="pre">-filesize</span> <span class="pre">&lt;int&gt;</span></code>: 存储在每个二进制文件中的训练图像的数量,与数据预处理中的文件大小相同;</li>
-<li><code class="docutils literal notranslate"><span class="pre">-ntrain</span> <span class="pre">&lt;int&gt;</span></code>: 训练图片的数目;</li>
-<li><code class="docutils literal notranslate"><span class="pre">-ntest</span> <span class="pre">&lt;int&gt;</span></code>: 测试图片的数目;</li>
-<li><code class="docutils literal notranslate"><span class="pre">-data</span> <span class="pre">&lt;folder&gt;</span></code>: 存储二进制文件的文件夹,它恰好是数据预处理步骤中的输出文件夹;</li>
-<li><code class="docutils literal notranslate"><span class="pre">-pfreq</span> <span class="pre">&lt;int&gt;</span></code>: 打印当前模型状态(损失和准确度)的频率(以批数据为单位);</li>
-<li><code class="docutils literal notranslate"><span class="pre">-nthreads</span> <span class="pre">&lt;int&gt;</span></code>: 加载传给模型的数据所有的线程数。</li>
+<li><p><code class="docutils literal notranslate"><span class="pre">-epoch</span> <span class="pre">&lt;int&gt;</span></code>: 要训练的epoch数目,默认为90;</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">-lr</span> <span class="pre">&lt;float&gt;</span></code>: 基础学习率,学习率将减少每20个时期,更具体地,lr = lr * exp(0.1 *(epoch / 20));</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">-batchsize</span> <span class="pre">&lt;int&gt;</span></code>: 批数目,它应该根据你的内存而改变;</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">-filesize</span> <span class="pre">&lt;int&gt;</span></code>: 存储在每个二进制文件中的训练图像的数量,与数据预处理中的文件大小相同;</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">-ntrain</span> <span class="pre">&lt;int&gt;</span></code>: 训练图片的数目;</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">-ntest</span> <span class="pre">&lt;int&gt;</span></code>: 测试图片的数目;</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">-data</span> <span class="pre">&lt;folder&gt;</span></code>: 存储二进制文件的文件夹,它恰好是数据预处理步骤中的输出文件夹;</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">-pfreq</span> <span class="pre">&lt;int&gt;</span></code>: 打印当前模型状态(损失和准确度)的频率(以批数据为单位);</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">-nthreads</span> <span class="pre">&lt;int&gt;</span></code>: 加载传给模型的数据所有的线程数。</p></li>
 </ul>
 </li>
 </ul>
@@ -341,50 +341,46 @@
   
     
   
+
+<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
+  <span class="rst-current-version" data-toggle="rst-current-version">
+    <span class="fa fa-book"> incubator-singa </span>
+    v: latest
+    <span class="fa fa-caret-down"></span>
+  </span>
+  <div class="rst-other-versions">
+      <dl>
+          <dt>Languages</dt>
+          <dd><a href="../../../../../en/index.html">English</a></dd>
+          <dd><a href="../../../../../zh/index.html">中文</a></dd>
+      </dl>
+      <dl>
+          <dt>Versions</dt>
+          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+      </dl>
+
+  </div>
+  <a href="http://incubator.apache.org/"> <img src= "../../../../_static/apache.png" style="background-color:white;"> </a>
+
+  <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/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>
+  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+
+</div>
+
+ <a href="https://github.com/apache/incubator-singa">
+    <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
+        alt="Fork me on GitHub">
+</a>
+
  
- <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-   <span class="rst-current-version" data-toggle="rst-current-version">
-     <span class="fa fa-book"> incubator-singa </span>
-     v: latest
-     <span class="fa fa-caret-down"></span>
-   </span>
-   <div class="rst-other-versions">
-       <dl>
-           <dt>Languages</dt>
-           <dd><a href="../../../../../index.html">English</a></dd>
-           <dd><a href="../../../.././index.html">中文</a></dd>
-       </dl>
-       <dl>
-           <dt>Versions</dt>
-           <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-           <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-       </dl>
- 
-   </div>
-   <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-   <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-   <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-   <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-   <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-   <br>
-   <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/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>
-   <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
- 
- </div>
- 
-  <a href="https://github.com/apache/incubator-singa">
-     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-         src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-         alt="Fork me on GitHub">
- </a>
- 
-  
- 
+
 
 </body>
 </html>
\ No newline at end of file

Modified: incubator/singa/site/trunk/zh/docs/model_zoo/imagenet/densenet/README.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/zh/docs/model_zoo/imagenet/densenet/README.html?rev=1858059&r1=1858058&r2=1858059&view=diff
==============================================================================
--- incubator/singa/site/trunk/zh/docs/model_zoo/imagenet/densenet/README.html (original)
+++ incubator/singa/site/trunk/zh/docs/model_zoo/imagenet/densenet/README.html Wed Apr 24 14:57:35 2019
@@ -1,5 +1,5 @@
 
- 
+
 
 <!DOCTYPE html>
 <!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
@@ -9,7 +9,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>用DenseNet做图像分类 &mdash; incubator-singa 2.0.0 documentation</title>
+  <title>用DenseNet做图像分类 &mdash; incubator-singa 1.1.0 documentation</title>
   
 
   
@@ -38,18 +38,18 @@
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="用GoogleNet做图像分类" href="../googlenet/README.html" />
     <link rel="prev" title="在ImageNet上训练AlexNet" href="../alexnet/README.html" />
-     <link href="../../../../_static/style.css" rel="stylesheet" type="text/css">
-     <!--link href="../../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-   <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-     <style>
-   .fa:hover {
-       opacity: 0.7;
-   }
-   .fab:hover {
-       opacity: 0.7;
-   }
-     </style>
- 
+    <link href="../../../../_static/style.css" rel="stylesheet" type="text/css">
+    <!--link href="../../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+    <style>
+	.fa:hover {
+	    opacity: 0.7;
+	}
+	.fab:hover {
+	    opacity: 0.7;
+	}
+    </style>
+
 </head>
 
 <body class="wy-body-for-nav">
@@ -239,19 +239,19 @@
 <div class="section" id="id1">
 <h2>操作说明<a class="headerlink" href="#id1" title="Permalink to this headline">¶</a></h2>
 <ul>
-<li><p class="first">下载参数的checkpoint文件到如下目录</p>
+<li><p>下载参数的checkpoint文件到如下目录</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span>  $ wget https://s3-ap-southeast-1.amazonaws.com/dlfile/densenet/densenet-121.tar.gz
   $ wget https://s3-ap-southeast-1.amazonaws.com/dlfile/resnet/synset_words.txt
   $ tar xvf densenet-121.tar.gz
 </pre></div>
 </div>
 </li>
-<li><p class="first">运行程序</p>
+<li><p>运行程序</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span>  $ python serve.py -h
 </pre></div>
 </div>
 </li>
-<li><p class="first">运行程序</p>
+<li><p>运行程序</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span>  # use cpu
   $ python serve.py --use_cpu --parameter_file densenet-121.pickle --depth 121 &amp;
   # use gpu
@@ -259,7 +259,7 @@
 </pre></div>
 </div>
 </li>
-<li><p class="first">提交图片进行分类</p>
+<li><p>提交图片进行分类</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span>  $ curl -i -F image=@image1.jpg http://localhost:9999/api
   $ curl -i -F image=@image2.jpg http://localhost:9999/api
   $ curl -i -F image=@image3.jpg http://localhost:9999/api
@@ -273,7 +273,7 @@
 <h2>详细信息<a class="headerlink" href="#id2" title="Permalink to this headline">¶</a></h2>
 <p>用<code class="docutils literal notranslate"><span class="pre">convert.py</span></code>从Pytorch参数文件中提取参数值</p>
 <ul>
-<li><p class="first">运行程序</p>
+<li><p>运行程序</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span>  $ python convert.py -h
 </pre></div>
 </div>
@@ -329,50 +329,46 @@
   
     
   
+
+<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
+  <span class="rst-current-version" data-toggle="rst-current-version">
+    <span class="fa fa-book"> incubator-singa </span>
+    v: latest
+    <span class="fa fa-caret-down"></span>
+  </span>
+  <div class="rst-other-versions">
+      <dl>
+          <dt>Languages</dt>
+          <dd><a href="../../../../../en/index.html">English</a></dd>
+          <dd><a href="../../../../../zh/index.html">中文</a></dd>
+      </dl>
+      <dl>
+          <dt>Versions</dt>
+          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+      </dl>
+
+  </div>
+  <a href="http://incubator.apache.org/"> <img src= "../../../../_static/apache.png" style="background-color:white;"> </a>
+
+  <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/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>
+  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+
+</div>
+
+ <a href="https://github.com/apache/incubator-singa">
+    <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
+        alt="Fork me on GitHub">
+</a>
+
  
- <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-   <span class="rst-current-version" data-toggle="rst-current-version">
-     <span class="fa fa-book"> incubator-singa </span>
-     v: latest
-     <span class="fa fa-caret-down"></span>
-   </span>
-   <div class="rst-other-versions">
-       <dl>
-           <dt>Languages</dt>
-           <dd><a href="../../../../../index.html">English</a></dd>
-           <dd><a href="../../../.././index.html">中文</a></dd>
-       </dl>
-       <dl>
-           <dt>Versions</dt>
-           <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-           <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-       </dl>
- 
-   </div>
-   <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-   <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-   <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-   <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-   <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-   <br>
-   <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/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>
-   <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
- 
- </div>
- 
-  <a href="https://github.com/apache/incubator-singa">
-     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-         src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-         alt="Fork me on GitHub">
- </a>
- 
-  
- 
+
 
 </body>
 </html>
\ No newline at end of file

Modified: incubator/singa/site/trunk/zh/docs/model_zoo/imagenet/googlenet/README.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/zh/docs/model_zoo/imagenet/googlenet/README.html?rev=1858059&r1=1858058&r2=1858059&view=diff
==============================================================================
--- incubator/singa/site/trunk/zh/docs/model_zoo/imagenet/googlenet/README.html (original)
+++ incubator/singa/site/trunk/zh/docs/model_zoo/imagenet/googlenet/README.html Wed Apr 24 14:57:35 2019
@@ -1,5 +1,5 @@
 
- 
+
 
 <!DOCTYPE html>
 <!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
@@ -9,7 +9,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>用GoogleNet做图像分类 &mdash; incubator-singa 2.0.0 documentation</title>
+  <title>用GoogleNet做图像分类 &mdash; incubator-singa 1.1.0 documentation</title>
   
 
   
@@ -38,18 +38,18 @@
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="用Inception V4做图像分类" href="../inception/README.html" />
     <link rel="prev" title="用DenseNet做图像分类" href="../densenet/README.html" />
-     <link href="../../../../_static/style.css" rel="stylesheet" type="text/css">
-     <!--link href="../../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-   <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-     <style>
-   .fa:hover {
-       opacity: 0.7;
-   }
-   .fab:hover {
-       opacity: 0.7;
-   }
-     </style>
- 
+    <link href="../../../../_static/style.css" rel="stylesheet" type="text/css">
+    <!--link href="../../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+    <style>
+	.fa:hover {
+	    opacity: 0.7;
+	}
+	.fab:hover {
+	    opacity: 0.7;
+	}
+    </style>
+
 </head>
 
 <body class="wy-body-for-nav">
@@ -244,13 +244,13 @@
 <div class="section" id="id1">
 <h2>操作说明<a class="headerlink" href="#id1" title="Permalink to this headline">¶</a></h2>
 <ul>
-<li><p class="first">下载参数的checkpoint文件到如下目录</p>
+<li><p>下载参数的checkpoint文件到如下目录</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span>  $ wget https://s3-ap-southeast-1.amazonaws.com/dlfile/bvlc_googlenet.tar.gz
   $ tar xvf bvlc_googlenet.tar.gz
 </pre></div>
 </div>
 </li>
-<li><p class="first">运行程序</p>
+<li><p>运行程序</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span>  # use cpu
   $ python serve.py -C &amp;
   # use gpu
@@ -258,7 +258,7 @@
 </pre></div>
 </div>
 </li>
-<li><p class="first">提交图片进行分类</p>
+<li><p>提交图片进行分类</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span>  $ curl -i -F image=@image1.jpg http://localhost:9999/api
   $ curl -i -F image=@image2.jpg http://localhost:9999/api
   $ curl -i -F image=@image3.jpg http://localhost:9999/api
@@ -343,50 +343,46 @@
   
     
   
+
+<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
+  <span class="rst-current-version" data-toggle="rst-current-version">
+    <span class="fa fa-book"> incubator-singa </span>
+    v: latest
+    <span class="fa fa-caret-down"></span>
+  </span>
+  <div class="rst-other-versions">
+      <dl>
+          <dt>Languages</dt>
+          <dd><a href="../../../../../en/index.html">English</a></dd>
+          <dd><a href="../../../../../zh/index.html">中文</a></dd>
+      </dl>
+      <dl>
+          <dt>Versions</dt>
+          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+      </dl>
+
+  </div>
+  <a href="http://incubator.apache.org/"> <img src= "../../../../_static/apache.png" style="background-color:white;"> </a>
+
+  <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/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>
+  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+
+</div>
+
+ <a href="https://github.com/apache/incubator-singa">
+    <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
+        alt="Fork me on GitHub">
+</a>
+
  
- <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-   <span class="rst-current-version" data-toggle="rst-current-version">
-     <span class="fa fa-book"> incubator-singa </span>
-     v: latest
-     <span class="fa fa-caret-down"></span>
-   </span>
-   <div class="rst-other-versions">
-       <dl>
-           <dt>Languages</dt>
-           <dd><a href="../../../../../index.html">English</a></dd>
-           <dd><a href="../../../.././index.html">中文</a></dd>
-       </dl>
-       <dl>
-           <dt>Versions</dt>
-           <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-           <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-       </dl>
- 
-   </div>
-   <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-   <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-   <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-   <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-   <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-   <br>
-   <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/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>
-   <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
- 
- </div>
- 
-  <a href="https://github.com/apache/incubator-singa">
-     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-         src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-         alt="Fork me on GitHub">
- </a>
- 
-  
- 
+
 
 </body>
 </html>
\ No newline at end of file

Modified: incubator/singa/site/trunk/zh/docs/model_zoo/imagenet/inception/README.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/zh/docs/model_zoo/imagenet/inception/README.html?rev=1858059&r1=1858058&r2=1858059&view=diff
==============================================================================
--- incubator/singa/site/trunk/zh/docs/model_zoo/imagenet/inception/README.html (original)
+++ incubator/singa/site/trunk/zh/docs/model_zoo/imagenet/inception/README.html Wed Apr 24 14:57:35 2019
@@ -1,5 +1,5 @@
 
- 
+
 
 <!DOCTYPE html>
 <!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
@@ -9,7 +9,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>用Inception V4做图像分类 &mdash; incubator-singa 2.0.0 documentation</title>
+  <title>用Inception V4做图像分类 &mdash; incubator-singa 1.1.0 documentation</title>
   
 
   
@@ -38,18 +38,18 @@
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="用ResNet做图像分类" href="../resnet/README.html" />
     <link rel="prev" title="用GoogleNet做图像分类" href="../googlenet/README.html" />
-     <link href="../../../../_static/style.css" rel="stylesheet" type="text/css">
-     <!--link href="../../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-   <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-     <style>
-   .fa:hover {
-       opacity: 0.7;
-   }
-   .fab:hover {
-       opacity: 0.7;
-   }
-     </style>
- 
+    <link href="../../../../_static/style.css" rel="stylesheet" type="text/css">
+    <!--link href="../../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+    <style>
+	.fa:hover {
+	    opacity: 0.7;
+	}
+	.fab:hover {
+	    opacity: 0.7;
+	}
+    </style>
+
 </head>
 
 <body class="wy-body-for-nav">
@@ -239,13 +239,13 @@
 <div class="section" id="id1">
 <h2>操作说明<a class="headerlink" href="#id1" title="Permalink to this headline">¶</a></h2>
 <ul>
-<li><p class="first">下载参数的checkpoint文件到如下目录</p>
+<li><p>下载参数的checkpoint文件到如下目录</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span>  $ wget
   $ tar xvf inception_v4.tar.gz
 </pre></div>
 </div>
 </li>
-<li><p class="first">运行程序</p>
+<li><p>运行程序</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span>  # use cpu
   $ python serve.py -C &amp;
   # use gpu
@@ -253,7 +253,7 @@
 </pre></div>
 </div>
 </li>
-<li><p class="first">提交图片进行分类</p>
+<li><p>提交图片进行分类</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span>  $ curl -i -F image=@image1.jpg http://localhost:9999/api
   $ curl -i -F image=@image2.jpg http://localhost:9999/api
   $ curl -i -F image=@image3.jpg http://localhost:9999/api
@@ -319,50 +319,46 @@
   
     
   
+
+<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
+  <span class="rst-current-version" data-toggle="rst-current-version">
+    <span class="fa fa-book"> incubator-singa </span>
+    v: latest
+    <span class="fa fa-caret-down"></span>
+  </span>
+  <div class="rst-other-versions">
+      <dl>
+          <dt>Languages</dt>
+          <dd><a href="../../../../../en/index.html">English</a></dd>
+          <dd><a href="../../../../../zh/index.html">中文</a></dd>
+      </dl>
+      <dl>
+          <dt>Versions</dt>
+          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+      </dl>
+
+  </div>
+  <a href="http://incubator.apache.org/"> <img src= "../../../../_static/apache.png" style="background-color:white;"> </a>
+
+  <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/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>
+  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+
+</div>
+
+ <a href="https://github.com/apache/incubator-singa">
+    <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
+        alt="Fork me on GitHub">
+</a>
+
  
- <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-   <span class="rst-current-version" data-toggle="rst-current-version">
-     <span class="fa fa-book"> incubator-singa </span>
-     v: latest
-     <span class="fa fa-caret-down"></span>
-   </span>
-   <div class="rst-other-versions">
-       <dl>
-           <dt>Languages</dt>
-           <dd><a href="../../../../../index.html">English</a></dd>
-           <dd><a href="../../../.././index.html">中文</a></dd>
-       </dl>
-       <dl>
-           <dt>Versions</dt>
-           <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-           <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-       </dl>
- 
-   </div>
-   <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-   <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-   <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-   <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-   <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-   <br>
-   <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/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>
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-   <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>
-   <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
- 
- </div>
- 
-  <a href="https://github.com/apache/incubator-singa">
-     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-         src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-         alt="Fork me on GitHub">
- </a>
- 
-  
- 
+
 
 </body>
 </html>
\ No newline at end of file