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From build...@apache.org
Subject svn commit: r959439 [2/3] - in /websites/staging/singa/trunk/content: ./ community/ develop/ docs/
Date Fri, 24 Jul 2015 15:07:52 GMT
Modified: websites/staging/singa/trunk/content/docs/code-structure.html
==============================================================================
--- websites/staging/singa/trunk/content/docs/code-structure.html (original)
+++ websites/staging/singa/trunk/content/docs/code-structure.html Fri Jul 24 15:07:52 2015
@@ -1,13 +1,13 @@
 <!DOCTYPE html>
 <!--
- | Generated by Apache Maven Doxia at 2015-07-23 
+ | Generated by Apache Maven Doxia at 2015-07-24 
  | Rendered using Apache Maven Fluido Skin 1.4
 -->
 <html xmlns="http://www.w3.org/1999/xhtml" xml:lang="en" lang="en">
   <head>
     <meta charset="UTF-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <meta name="Date-Revision-yyyymmdd" content="20150723" />
+    <meta name="Date-Revision-yyyymmdd" content="20150724" />
     <meta http-equiv="Content-Language" content="en" />
     <title>Apache SINGA &#x2013; Code Structure</title>
     <link rel="stylesheet" href="../css/apache-maven-fluido-1.4.min.css" />
@@ -82,17 +82,11 @@
                               </ul>
             </li>
                   
-                      <li class="dropdown-submenu">
-                                      <a href="../docs/data.html"  title="Data Preparation">Data Preparation</a>
-              <ul class="dropdown-menu">
-                                  <li>      <a href="../docs/datashard.html"  title="DataShard">DataShard</a>
+                      <li>      <a href="../docs/data.html"  title="Data Preparation">Data Preparation</a>
 </li>
-                                  <li>      <a href="../docs/lmdb.html"  title="LMDB">LMDB</a>
-</li>
-                                  <li>      <a href="../docs/hdfs.html"  title="HDFS">HDFS</a>
+                  
+                      <li>      <a href="../docs/checkpoint.html"  title="Checkpoint">Checkpoint</a>
 </li>
-                              </ul>
-            </li>
                   
                       <li>      <a href="../docs/architecture.html"  title="System Architecture">System Architecture</a>
 </li>
@@ -100,19 +94,8 @@
                       <li>      <a href="../docs/communication.html"  title="Communication">Communication</a>
 </li>
                   
-                      <li class="dropdown-submenu">
-                                      <a href="../docs/examples.html"  title="Examples">Examples</a>
-              <ul class="dropdown-menu">
-                                  <li>      <a href="../docs/mlp.html"  title="MLP">MLP</a>
-</li>
-                                  <li>      <a href="../docs/cnn.html"  title="CNN">CNN</a>
-</li>
-                                  <li>      <a href="../docs/rbm.html"  title="RBM">RBM</a>
-</li>
-                                  <li>      <a href="../docs/rnn.html"  title="RNN">RNN</a>
+                      <li>      <a href="../docs/examples.html"  title="Examples">Examples</a>
 </li>
-                              </ul>
-            </li>
                           </ul>
       </li>
                 <li class="dropdown">
@@ -270,36 +253,20 @@
             </li>
               </ul>
         </li>
-                                                                                                
+                
       <li>
   
                           <a href="../docs/data.html" title="Data Preparation">
-          <span class="icon-chevron-down"></span>
-        Data Preparation</a>
-                    <ul class="nav nav-list">
-                    
-      <li>
-  
-                          <a href="../docs/datashard.html" title="DataShard">
           <span class="none"></span>
-        DataShard</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/lmdb.html" title="LMDB">
-          <span class="none"></span>
-        LMDB</a>
+        Data Preparation</a>
             </li>
-                    
+                
       <li>
   
-                          <a href="../docs/hdfs.html" title="HDFS">
+                          <a href="../docs/checkpoint.html" title="Checkpoint">
           <span class="none"></span>
-        HDFS</a>
+        Checkpoint</a>
             </li>
-              </ul>
-        </li>
                 
       <li>
   
@@ -314,43 +281,13 @@
           <span class="none"></span>
         Communication</a>
             </li>
-                                                                                                                  
+                
       <li>
   
                           <a href="../docs/examples.html" title="Examples">
-          <span class="icon-chevron-down"></span>
-        Examples</a>
-                    <ul class="nav nav-list">
-                    
-      <li>
-  
-                          <a href="../docs/mlp.html" title="MLP">
-          <span class="none"></span>
-        MLP</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/cnn.html" title="CNN">
-          <span class="none"></span>
-        CNN</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/rbm.html" title="RBM">
-          <span class="none"></span>
-        RBM</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/rnn.html" title="RNN">
           <span class="none"></span>
-        RNN</a>
+        Examples</a>
             </li>
-              </ul>
-        </li>
                               <li class="nav-header">Development</li>
                               
       <li>

Modified: websites/staging/singa/trunk/content/docs/communication.html
==============================================================================
--- websites/staging/singa/trunk/content/docs/communication.html (original)
+++ websites/staging/singa/trunk/content/docs/communication.html Fri Jul 24 15:07:52 2015
@@ -1,13 +1,13 @@
 <!DOCTYPE html>
 <!--
- | Generated by Apache Maven Doxia at 2015-07-23 
+ | Generated by Apache Maven Doxia at 2015-07-24 
  | Rendered using Apache Maven Fluido Skin 1.4
 -->
 <html xmlns="http://www.w3.org/1999/xhtml" xml:lang="en" lang="en">
   <head>
     <meta charset="UTF-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <meta name="Date-Revision-yyyymmdd" content="20150723" />
+    <meta name="Date-Revision-yyyymmdd" content="20150724" />
     <meta http-equiv="Content-Language" content="en" />
     <title>Apache SINGA &#x2013; Communication</title>
     <link rel="stylesheet" href="../css/apache-maven-fluido-1.4.min.css" />
@@ -82,17 +82,11 @@
                               </ul>
             </li>
                   
-                      <li class="dropdown-submenu">
-                                      <a href="../docs/data.html"  title="Data Preparation">Data Preparation</a>
-              <ul class="dropdown-menu">
-                                  <li>      <a href="../docs/datashard.html"  title="DataShard">DataShard</a>
+                      <li>      <a href="../docs/data.html"  title="Data Preparation">Data Preparation</a>
 </li>
-                                  <li>      <a href="../docs/lmdb.html"  title="LMDB">LMDB</a>
-</li>
-                                  <li>      <a href="../docs/hdfs.html"  title="HDFS">HDFS</a>
+                  
+                      <li>      <a href="../docs/checkpoint.html"  title="Checkpoint">Checkpoint</a>
 </li>
-                              </ul>
-            </li>
                   
                       <li>      <a href="../docs/architecture.html"  title="System Architecture">System Architecture</a>
 </li>
@@ -100,19 +94,8 @@
                       <li>      <a href="../docs/communication.html"  title="Communication">Communication</a>
 </li>
                   
-                      <li class="dropdown-submenu">
-                                      <a href="../docs/examples.html"  title="Examples">Examples</a>
-              <ul class="dropdown-menu">
-                                  <li>      <a href="../docs/mlp.html"  title="MLP">MLP</a>
-</li>
-                                  <li>      <a href="../docs/cnn.html"  title="CNN">CNN</a>
-</li>
-                                  <li>      <a href="../docs/rbm.html"  title="RBM">RBM</a>
-</li>
-                                  <li>      <a href="../docs/rnn.html"  title="RNN">RNN</a>
+                      <li>      <a href="../docs/examples.html"  title="Examples">Examples</a>
 </li>
-                              </ul>
-            </li>
                           </ul>
       </li>
                 <li class="dropdown">
@@ -270,36 +253,20 @@
             </li>
               </ul>
         </li>
-                                                                                                
+                
       <li>
   
                           <a href="../docs/data.html" title="Data Preparation">
-          <span class="icon-chevron-down"></span>
-        Data Preparation</a>
-                    <ul class="nav nav-list">
-                    
-      <li>
-  
-                          <a href="../docs/datashard.html" title="DataShard">
           <span class="none"></span>
-        DataShard</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/lmdb.html" title="LMDB">
-          <span class="none"></span>
-        LMDB</a>
+        Data Preparation</a>
             </li>
-                    
+                
       <li>
   
-                          <a href="../docs/hdfs.html" title="HDFS">
+                          <a href="../docs/checkpoint.html" title="Checkpoint">
           <span class="none"></span>
-        HDFS</a>
+        Checkpoint</a>
             </li>
-              </ul>
-        </li>
                 
       <li>
   
@@ -312,43 +279,13 @@
   
             <a href="#"><span class="none"></span>Communication</a>
           </li>
-                                                                                                                  
+                
       <li>
   
                           <a href="../docs/examples.html" title="Examples">
-          <span class="icon-chevron-down"></span>
-        Examples</a>
-                    <ul class="nav nav-list">
-                    
-      <li>
-  
-                          <a href="../docs/mlp.html" title="MLP">
-          <span class="none"></span>
-        MLP</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/cnn.html" title="CNN">
-          <span class="none"></span>
-        CNN</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/rbm.html" title="RBM">
-          <span class="none"></span>
-        RBM</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/rnn.html" title="RNN">
           <span class="none"></span>
-        RNN</a>
+        Examples</a>
             </li>
-              </ul>
-        </li>
                               <li class="nav-header">Development</li>
                               
       <li>

Modified: websites/staging/singa/trunk/content/docs/data.html
==============================================================================
--- websites/staging/singa/trunk/content/docs/data.html (original)
+++ websites/staging/singa/trunk/content/docs/data.html Fri Jul 24 15:07:52 2015
@@ -1,15 +1,15 @@
 <!DOCTYPE html>
 <!--
- | Generated by Apache Maven Doxia at 2015-07-23 
+ | Generated by Apache Maven Doxia at 2015-07-24 
  | Rendered using Apache Maven Fluido Skin 1.4
 -->
 <html xmlns="http://www.w3.org/1999/xhtml" xml:lang="en" lang="en">
   <head>
     <meta charset="UTF-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <meta name="Date-Revision-yyyymmdd" content="20150723" />
+    <meta name="Date-Revision-yyyymmdd" content="20150724" />
     <meta http-equiv="Content-Language" content="en" />
-    <title>Apache SINGA &#x2013; </title>
+    <title>Apache SINGA &#x2013; Data Preparation</title>
     <link rel="stylesheet" href="../css/apache-maven-fluido-1.4.min.css" />
     <link rel="stylesheet" href="../css/site.css" />
     <link rel="stylesheet" href="../css/print.css" media="print" />
@@ -82,17 +82,11 @@
                               </ul>
             </li>
                   
-                      <li class="dropdown-submenu">
-                                      <a href="../docs/data.html"  title="Data Preparation">Data Preparation</a>
-              <ul class="dropdown-menu">
-                                  <li>      <a href="../docs/datashard.html"  title="DataShard">DataShard</a>
+                      <li>      <a href="../docs/data.html"  title="Data Preparation">Data Preparation</a>
 </li>
-                                  <li>      <a href="../docs/lmdb.html"  title="LMDB">LMDB</a>
-</li>
-                                  <li>      <a href="../docs/hdfs.html"  title="HDFS">HDFS</a>
+                  
+                      <li>      <a href="../docs/checkpoint.html"  title="Checkpoint">Checkpoint</a>
 </li>
-                              </ul>
-            </li>
                   
                       <li>      <a href="../docs/architecture.html"  title="System Architecture">System Architecture</a>
 </li>
@@ -100,19 +94,8 @@
                       <li>      <a href="../docs/communication.html"  title="Communication">Communication</a>
 </li>
                   
-                      <li class="dropdown-submenu">
-                                      <a href="../docs/examples.html"  title="Examples">Examples</a>
-              <ul class="dropdown-menu">
-                                  <li>      <a href="../docs/mlp.html"  title="MLP">MLP</a>
-</li>
-                                  <li>      <a href="../docs/cnn.html"  title="CNN">CNN</a>
-</li>
-                                  <li>      <a href="../docs/rbm.html"  title="RBM">RBM</a>
-</li>
-                                  <li>      <a href="../docs/rnn.html"  title="RNN">RNN</a>
+                      <li>      <a href="../docs/examples.html"  title="Examples">Examples</a>
 </li>
-                              </ul>
-            </li>
                           </ul>
       </li>
                 <li class="dropdown">
@@ -195,7 +178,7 @@
         Apache SINGA</a>
                     <span class="divider">/</span>
       </li>
-        <li class="active "></li>
+        <li class="active ">Data Preparation</li>
         
                 
                     
@@ -270,34 +253,18 @@
             </li>
               </ul>
         </li>
-                                                                                                    
+                
       <li class="active">
   
-            <a href="#"><span class="icon-chevron-down"></span>Data Preparation</a>
-                  <ul class="nav nav-list">
-                    
-      <li>
-  
-                          <a href="../docs/datashard.html" title="DataShard">
-          <span class="none"></span>
-        DataShard</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/lmdb.html" title="LMDB">
-          <span class="none"></span>
-        LMDB</a>
-            </li>
-                    
+            <a href="#"><span class="none"></span>Data Preparation</a>
+          </li>
+                
       <li>
   
-                          <a href="../docs/hdfs.html" title="HDFS">
+                          <a href="../docs/checkpoint.html" title="Checkpoint">
           <span class="none"></span>
-        HDFS</a>
+        Checkpoint</a>
             </li>
-              </ul>
-        </li>
                 
       <li>
   
@@ -312,43 +279,13 @@
           <span class="none"></span>
         Communication</a>
             </li>
-                                                                                                                  
+                
       <li>
   
                           <a href="../docs/examples.html" title="Examples">
-          <span class="icon-chevron-down"></span>
-        Examples</a>
-                    <ul class="nav nav-list">
-                    
-      <li>
-  
-                          <a href="../docs/mlp.html" title="MLP">
           <span class="none"></span>
-        MLP</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/cnn.html" title="CNN">
-          <span class="none"></span>
-        CNN</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/rbm.html" title="RBM">
-          <span class="none"></span>
-        RBM</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/rnn.html" title="RNN">
-          <span class="none"></span>
-        RNN</a>
+        Examples</a>
             </li>
-              </ul>
-        </li>
                               <li class="nav-header">Development</li>
                               
       <li>
@@ -445,7 +382,15 @@
                         
         <div id="bodyColumn"  class="span10" >
                                   
-            
+            <div class="section">
+<h2><a name="Data_Preparation"></a>Data Preparation</h2>
+<p>To submit a training job, users need to convert raw data (e.g., images, text documents) into records that can be recognized by SINGA. SINGA uses a DataLayer to load these records into memory and uses ParserLayer to parse features (e.g., image pixels and labels) from these records. The records could be organized and stored using many different ways, e.g., using a light database, or a file or HDFS, as long as there is a corresponding DataLayer that can load the records.</p>
+<div class="section">
+<h3><a name="DataShard"></a>DataShard</h3></div>
+<div class="section">
+<h3><a name="LMDB"></a>LMDB</h3></div>
+<div class="section">
+<h3><a name="HDFS"></a>HDFS</h3></div></div>
                   </div>
             </div>
           </div>

Modified: websites/staging/singa/trunk/content/docs/datashard.html
==============================================================================
--- websites/staging/singa/trunk/content/docs/datashard.html (original)
+++ websites/staging/singa/trunk/content/docs/datashard.html Fri Jul 24 15:07:52 2015
@@ -1,13 +1,13 @@
 <!DOCTYPE html>
 <!--
- | Generated by Apache Maven Doxia at 2015-07-23 
+ | Generated by Apache Maven Doxia at 2015-07-24 
  | Rendered using Apache Maven Fluido Skin 1.4
 -->
 <html xmlns="http://www.w3.org/1999/xhtml" xml:lang="en" lang="en">
   <head>
     <meta charset="UTF-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <meta name="Date-Revision-yyyymmdd" content="20150723" />
+    <meta name="Date-Revision-yyyymmdd" content="20150724" />
     <meta http-equiv="Content-Language" content="en" />
     <title>Apache SINGA &#x2013; </title>
     <link rel="stylesheet" href="../css/apache-maven-fluido-1.4.min.css" />
@@ -82,17 +82,11 @@
                               </ul>
             </li>
                   
-                      <li class="dropdown-submenu">
-                                      <a href="../docs/data.html"  title="Data Preparation">Data Preparation</a>
-              <ul class="dropdown-menu">
-                                  <li>      <a href="../docs/datashard.html"  title="DataShard">DataShard</a>
+                      <li>      <a href="../docs/data.html"  title="Data Preparation">Data Preparation</a>
 </li>
-                                  <li>      <a href="../docs/lmdb.html"  title="LMDB">LMDB</a>
-</li>
-                                  <li>      <a href="../docs/hdfs.html"  title="HDFS">HDFS</a>
+                  
+                      <li>      <a href="../docs/checkpoint.html"  title="Checkpoint">Checkpoint</a>
 </li>
-                              </ul>
-            </li>
                   
                       <li>      <a href="../docs/architecture.html"  title="System Architecture">System Architecture</a>
 </li>
@@ -100,19 +94,8 @@
                       <li>      <a href="../docs/communication.html"  title="Communication">Communication</a>
 </li>
                   
-                      <li class="dropdown-submenu">
-                                      <a href="../docs/examples.html"  title="Examples">Examples</a>
-              <ul class="dropdown-menu">
-                                  <li>      <a href="../docs/mlp.html"  title="MLP">MLP</a>
-</li>
-                                  <li>      <a href="../docs/cnn.html"  title="CNN">CNN</a>
-</li>
-                                  <li>      <a href="../docs/rbm.html"  title="RBM">RBM</a>
+                      <li>      <a href="../docs/examples.html"  title="Examples">Examples</a>
 </li>
-                                  <li>      <a href="../docs/rnn.html"  title="RNN">RNN</a>
-</li>
-                              </ul>
-            </li>
                           </ul>
       </li>
                 <li class="dropdown">
@@ -270,34 +253,20 @@
             </li>
               </ul>
         </li>
-                                                                                                          
+                
       <li>
   
                           <a href="../docs/data.html" title="Data Preparation">
-          <span class="icon-chevron-down"></span>
-        Data Preparation</a>
-                    <ul class="nav nav-list">
-                    
-      <li class="active">
-  
-            <a href="#"><span class="none"></span>DataShard</a>
-          </li>
-                    
-      <li>
-  
-                          <a href="../docs/lmdb.html" title="LMDB">
           <span class="none"></span>
-        LMDB</a>
+        Data Preparation</a>
             </li>
-                    
+                
       <li>
   
-                          <a href="../docs/hdfs.html" title="HDFS">
+                          <a href="../docs/checkpoint.html" title="Checkpoint">
           <span class="none"></span>
-        HDFS</a>
+        Checkpoint</a>
             </li>
-              </ul>
-        </li>
                 
       <li>
   
@@ -312,43 +281,13 @@
           <span class="none"></span>
         Communication</a>
             </li>
-                                                                                                                  
+                
       <li>
   
                           <a href="../docs/examples.html" title="Examples">
-          <span class="icon-chevron-down"></span>
-        Examples</a>
-                    <ul class="nav nav-list">
-                    
-      <li>
-  
-                          <a href="../docs/mlp.html" title="MLP">
-          <span class="none"></span>
-        MLP</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/cnn.html" title="CNN">
           <span class="none"></span>
-        CNN</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/rbm.html" title="RBM">
-          <span class="none"></span>
-        RBM</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/rnn.html" title="RNN">
-          <span class="none"></span>
-        RNN</a>
+        Examples</a>
             </li>
-              </ul>
-        </li>
                               <li class="nav-header">Development</li>
                               
       <li>

Modified: websites/staging/singa/trunk/content/docs/examples.html
==============================================================================
--- websites/staging/singa/trunk/content/docs/examples.html (original)
+++ websites/staging/singa/trunk/content/docs/examples.html Fri Jul 24 15:07:52 2015
@@ -1,15 +1,15 @@
 <!DOCTYPE html>
 <!--
- | Generated by Apache Maven Doxia at 2015-07-23 
+ | Generated by Apache Maven Doxia at 2015-07-24 
  | Rendered using Apache Maven Fluido Skin 1.4
 -->
 <html xmlns="http://www.w3.org/1999/xhtml" xml:lang="en" lang="en">
   <head>
     <meta charset="UTF-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <meta name="Date-Revision-yyyymmdd" content="20150723" />
+    <meta name="Date-Revision-yyyymmdd" content="20150724" />
     <meta http-equiv="Content-Language" content="en" />
-    <title>Apache SINGA &#x2013; </title>
+    <title>Apache SINGA &#x2013; Example Models</title>
     <link rel="stylesheet" href="../css/apache-maven-fluido-1.4.min.css" />
     <link rel="stylesheet" href="../css/site.css" />
     <link rel="stylesheet" href="../css/print.css" media="print" />
@@ -21,7 +21,7 @@
     <script type="text/javascript" src="../js/apache-maven-fluido-1.4.min.js"></script>
 
     
-    <meta name="Notice" content="Licensed to the Apache Software Foundation (ASF) under one            or more contributor license agreements.  See the NOTICE file            distributed with this work for additional information            regarding copyright ownership.  The ASF licenses this file            to you under the Apache License, Version 2.0 (the            &quot;License&quot;); you may not use this file except in compliance            with the License.  You may obtain a copy of the License at            .              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            &quot;AS IS&quot; 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." />              </hea
 d>
+                  </head>
         <body class="topBarEnabled">
           
     
@@ -82,17 +82,11 @@
                               </ul>
             </li>
                   
-                      <li class="dropdown-submenu">
-                                      <a href="../docs/data.html"  title="Data Preparation">Data Preparation</a>
-              <ul class="dropdown-menu">
-                                  <li>      <a href="../docs/datashard.html"  title="DataShard">DataShard</a>
-</li>
-                                  <li>      <a href="../docs/lmdb.html"  title="LMDB">LMDB</a>
+                      <li>      <a href="../docs/data.html"  title="Data Preparation">Data Preparation</a>
 </li>
-                                  <li>      <a href="../docs/hdfs.html"  title="HDFS">HDFS</a>
+                  
+                      <li>      <a href="../docs/checkpoint.html"  title="Checkpoint">Checkpoint</a>
 </li>
-                              </ul>
-            </li>
                   
                       <li>      <a href="../docs/architecture.html"  title="System Architecture">System Architecture</a>
 </li>
@@ -100,19 +94,8 @@
                       <li>      <a href="../docs/communication.html"  title="Communication">Communication</a>
 </li>
                   
-                      <li class="dropdown-submenu">
-                                      <a href="../docs/examples.html"  title="Examples">Examples</a>
-              <ul class="dropdown-menu">
-                                  <li>      <a href="../docs/mlp.html"  title="MLP">MLP</a>
-</li>
-                                  <li>      <a href="../docs/cnn.html"  title="CNN">CNN</a>
+                      <li>      <a href="../docs/examples.html"  title="Examples">Examples</a>
 </li>
-                                  <li>      <a href="../docs/rbm.html"  title="RBM">RBM</a>
-</li>
-                                  <li>      <a href="../docs/rnn.html"  title="RNN">RNN</a>
-</li>
-                              </ul>
-            </li>
                           </ul>
       </li>
                 <li class="dropdown">
@@ -195,7 +178,7 @@
         Apache SINGA</a>
                     <span class="divider">/</span>
       </li>
-        <li class="active "></li>
+        <li class="active ">Example Models</li>
         
                 
                     
@@ -270,36 +253,20 @@
             </li>
               </ul>
         </li>
-                                                                                                
+                
       <li>
   
                           <a href="../docs/data.html" title="Data Preparation">
-          <span class="icon-chevron-down"></span>
-        Data Preparation</a>
-                    <ul class="nav nav-list">
-                    
-      <li>
-  
-                          <a href="../docs/datashard.html" title="DataShard">
           <span class="none"></span>
-        DataShard</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/lmdb.html" title="LMDB">
-          <span class="none"></span>
-        LMDB</a>
+        Data Preparation</a>
             </li>
-                    
+                
       <li>
   
-                          <a href="../docs/hdfs.html" title="HDFS">
+                          <a href="../docs/checkpoint.html" title="Checkpoint">
           <span class="none"></span>
-        HDFS</a>
+        Checkpoint</a>
             </li>
-              </ul>
-        </li>
                 
       <li>
   
@@ -314,41 +281,11 @@
           <span class="none"></span>
         Communication</a>
             </li>
-                                                                                                                      
+                
       <li class="active">
   
-            <a href="#"><span class="icon-chevron-down"></span>Examples</a>
-                  <ul class="nav nav-list">
-                    
-      <li>
-  
-                          <a href="../docs/mlp.html" title="MLP">
-          <span class="none"></span>
-        MLP</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/cnn.html" title="CNN">
-          <span class="none"></span>
-        CNN</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/rbm.html" title="RBM">
-          <span class="none"></span>
-        RBM</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/rnn.html" title="RNN">
-          <span class="none"></span>
-        RNN</a>
-            </li>
-              </ul>
-        </li>
+            <a href="#"><span class="none"></span>Examples</a>
+          </li>
                               <li class="nav-header">Development</li>
                               
       <li>
@@ -445,149 +382,37 @@
                         
         <div id="bodyColumn"  class="span10" >
                                   
-            
-<p>Here are the examples of SINGA, including MLP, CNN, RBM and RNN models. This tutorial will show you some basic information about how to configure SINGA. To run a SINGA job, you need to configure two files, model.conf to specify the deep learning model and cluster.conf to define the distributed training architecture.</p>
-<h1>model.conf</h1>
-<p>model.conf is the file that configures the deep learning model you want to train. It should contain the neurualnet structure, training algorithm(backforward or contrastive divergence etc.), SGD update algorithm(e.g. Adagrad), number of training/test steps and training/test frequency, and display features and etc. SINGA will read model.conf as a Google protobuf class <a class="externalLink" href="https://github.com/apache/incubator-singa/blob/master/src/proto/model.proto">ModelProto</a>. Here is a simple example simplified from our <a class="externalLink" href="https://github.com/apache/incubator-singa/blob/master/examples/mnist/model.conf">MLP example</a>:</p>
-
-<div class="source">
-<div class="source"><pre class="prettyprint">name: &quot;simple-mlp&quot;
-train_steps: 1000
-test_steps:10
-test_frequency:60
-display_frequency:30
-alg: kBackPropagation
-updater{
-  base_lr: 0.001
-  lr_change: kStep
-  type: kSGD
-  step_conf{
-    change_freq: 60
-    gamma: 0.997
-  }
-}
-
-neuralnet {
-layer {
-  name: &quot;data&quot;
-  type: kShardData
-  sharddata_conf {
-    path: &quot;examples/mnist/mnist_train_shard&quot;
-    batchsize: 1000
-  }
-  exclude: kTest
-}
-
-layer {
-  name: &quot;data&quot;
-  type: kShardData
-  sharddata_conf {
-    path: &quot;examples/mnist/mnist_test_shard&quot;
-    batchsize: 1000
-  }
-  exclude: kTrain
-}
-
-layer{
-  name:&quot;mnist&quot;
-  type: kMnist
-  srclayers: &quot;data&quot;
-  mnist_conf {
-    norm_a: 127.5
-    norm_b: 1
-  }
-}
-
-layer{
-  name: &quot;label&quot;
-  type: kLabel
-  srclayers: &quot;data&quot;
-}
-
-layer{
-  name: &quot;fc&quot;
-  type: kInnerProduct
-  srclayers:&quot;mnist&quot;
-  innerproduct_conf{
-    num_output: 2500
-  }
-  param{
-    name: &quot;weight&quot;
-    init_method: kUniform
-    low:-0.05
-    high:0.05
-  }
-  param{
-    name: &quot;bias&quot;
-    init_method: kUniform
-    low: -0.05
-    high:0.05
-  }
-}
-
-layer{
-  name: &quot;tanh&quot;
-  type: kTanh
-  srclayers:&quot;fc1&quot;
-}
-
-layer{
-  name: &quot;pre-softmax&quot;
-  type: kInnerProduct
-  srclayers:&quot;tanh1&quot;
-  innerproduct_conf{
-    num_output: 2000
-  }
-  param{
-    name: &quot;weight&quot;
-    init_method: kUniform
-    low:-0.05
-    high:0.05
-  }
-  param{
-    name: &quot;bias&quot;
-    init_method: kUniform
-    low: -0.05
-    high:0.05
-  }
-}
-
-layer{
-  name: &quot;loss&quot;
-  type:kSoftmaxLoss
-  softmaxloss_conf{
-    topk:1
-  }
-  srclayers:&quot;pre-softmax&quot;
-  srclayers:&quot;label&quot;
-}
-}
-</pre></div></div>
-<p>In this example, we define a neuralnet that contains one hidden layer. fc+tanh is the hidden layer(fc is for the inner product part, and tanh is for the non-linear activation function), and the final softmax layer is represented as pre-softmax+loss (inner product and softmax). For each layer, we define its name, input layer(s), basic configurations (e.g. number of nodes, parameter initialization settings). You can also get more details about<a class="externalLink" href="http://singa.incubator.apache.org/docs/programming-model.html">programming model</a> from our website.</p>
-<h1>cluster.conf</h1>
-<p>cluster.conf is the file that configures the distributed architecture you want to use. SINGA will read cluster.conf as a Google protobuf class <a class="externalLink" href="https://github.com/apache/incubator-singa/blob/master/src/proto/cluster.proto">ClusterProto</a>. By configuring cluster.conf, you can let SINGA run in single machine, Sandblaster, Downpour, Hogwild, AllReduce mode and etc. The details about architecture settings are described in <a class="externalLink" href="http://singa.incubator.apache.org/docs/architecture.html">System Architecture</a> in our website. Below is a basic single machine configuration:</p>
-
-<div class="source">
-<div class="source"><pre class="prettyprint">nworker_groups: 1
-nserver_groups: 1
-nservers_per_group: 1
-nworkers_per_group: 1
-nservers_per_procs: 1
-nworkers_per_procs: 1
-workspace: &quot;examples/mnist/&quot;
-</pre></div></div>
-<h1>List of examples</h1>
+            <div class="section">
+<h2><a name="Example_Models"></a>Example Models</h2>
+<p>Different models are provided as examples to help users get familiar with SINGA. <a href="neuralnet.html">Neural Network</a> gives details on the models that are supported by SINGA.</p>
+<div class="section">
+<h3><a name="Feed-forward_neural_networks"></a>Feed-forward neural networks</h3>
 
 <ul>
   
-<li><a class="externalLink" href="http://singa.incubator.apache.org/docs/mlp.html">MLP using MNIST</a></li>
+<li>
+<p><a href="mlp.html">MultiLayer Perceptron</a> trained on MNIST dataset for handwritten  digits recognition.</p></li>
+  
+<li>
+<p><a href="cnn.html">Convolutional Neural Network</a> trained on MNIST and CIFAR10 for  image classification.</p></li>
   
-<li>A simple backforward model : multilayer perception.</li>
+<li>
+<p><a href="auto-encoder.html">Deep Auto-Encoders</a> trained on MNIST for dimensionality</p></li>
+</ul></div>
+<div class="section">
+<h3><a name="Recurrent_neural_networks_RNN"></a>Recurrent neural networks (RNN)</h3>
+
+<ul>
   
-<li><a class="externalLink" href="http://singa.incubator.apache.org/docs/cnn.html">CNN using CIFAR10</a></li>
+<li><a href="rnn.html">RNN language model</a> trained on Penn treebank corpus for language  modeling.</li>
+</ul></div>
+<div class="section">
+<h3><a name="Energy_models"></a>Energy models</h3>
+
+<ul>
   
-<li>A convolutional nereual network example, using more types of layers.</li>
-</ul>
+<li><a href="rbm.html">RBM</a> used to pre-train deep auto-encoders for dimensionality  reduction.</li>
+</ul></div></div>
                   </div>
             </div>
           </div>

Modified: websites/staging/singa/trunk/content/docs/hdfs.html
==============================================================================
--- websites/staging/singa/trunk/content/docs/hdfs.html (original)
+++ websites/staging/singa/trunk/content/docs/hdfs.html Fri Jul 24 15:07:52 2015
@@ -1,13 +1,13 @@
 <!DOCTYPE html>
 <!--
- | Generated by Apache Maven Doxia at 2015-07-23 
+ | Generated by Apache Maven Doxia at 2015-07-24 
  | Rendered using Apache Maven Fluido Skin 1.4
 -->
 <html xmlns="http://www.w3.org/1999/xhtml" xml:lang="en" lang="en">
   <head>
     <meta charset="UTF-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <meta name="Date-Revision-yyyymmdd" content="20150723" />
+    <meta name="Date-Revision-yyyymmdd" content="20150724" />
     <meta http-equiv="Content-Language" content="en" />
     <title>Apache SINGA &#x2013; </title>
     <link rel="stylesheet" href="../css/apache-maven-fluido-1.4.min.css" />
@@ -82,17 +82,11 @@
                               </ul>
             </li>
                   
-                      <li class="dropdown-submenu">
-                                      <a href="../docs/data.html"  title="Data Preparation">Data Preparation</a>
-              <ul class="dropdown-menu">
-                                  <li>      <a href="../docs/datashard.html"  title="DataShard">DataShard</a>
+                      <li>      <a href="../docs/data.html"  title="Data Preparation">Data Preparation</a>
 </li>
-                                  <li>      <a href="../docs/lmdb.html"  title="LMDB">LMDB</a>
-</li>
-                                  <li>      <a href="../docs/hdfs.html"  title="HDFS">HDFS</a>
+                  
+                      <li>      <a href="../docs/checkpoint.html"  title="Checkpoint">Checkpoint</a>
 </li>
-                              </ul>
-            </li>
                   
                       <li>      <a href="../docs/architecture.html"  title="System Architecture">System Architecture</a>
 </li>
@@ -100,19 +94,8 @@
                       <li>      <a href="../docs/communication.html"  title="Communication">Communication</a>
 </li>
                   
-                      <li class="dropdown-submenu">
-                                      <a href="../docs/examples.html"  title="Examples">Examples</a>
-              <ul class="dropdown-menu">
-                                  <li>      <a href="../docs/mlp.html"  title="MLP">MLP</a>
-</li>
-                                  <li>      <a href="../docs/cnn.html"  title="CNN">CNN</a>
-</li>
-                                  <li>      <a href="../docs/rbm.html"  title="RBM">RBM</a>
+                      <li>      <a href="../docs/examples.html"  title="Examples">Examples</a>
 </li>
-                                  <li>      <a href="../docs/rnn.html"  title="RNN">RNN</a>
-</li>
-                              </ul>
-            </li>
                           </ul>
       </li>
                 <li class="dropdown">
@@ -270,34 +253,20 @@
             </li>
               </ul>
         </li>
-                                                                                                          
+                
       <li>
   
                           <a href="../docs/data.html" title="Data Preparation">
-          <span class="icon-chevron-down"></span>
-        Data Preparation</a>
-                    <ul class="nav nav-list">
-                    
-      <li>
-  
-                          <a href="../docs/datashard.html" title="DataShard">
           <span class="none"></span>
-        DataShard</a>
+        Data Preparation</a>
             </li>
-                    
+                
       <li>
   
-                          <a href="../docs/lmdb.html" title="LMDB">
+                          <a href="../docs/checkpoint.html" title="Checkpoint">
           <span class="none"></span>
-        LMDB</a>
+        Checkpoint</a>
             </li>
-                    
-      <li class="active">
-  
-            <a href="#"><span class="none"></span>HDFS</a>
-          </li>
-              </ul>
-        </li>
                 
       <li>
   
@@ -312,43 +281,13 @@
           <span class="none"></span>
         Communication</a>
             </li>
-                                                                                                                  
+                
       <li>
   
                           <a href="../docs/examples.html" title="Examples">
-          <span class="icon-chevron-down"></span>
-        Examples</a>
-                    <ul class="nav nav-list">
-                    
-      <li>
-  
-                          <a href="../docs/mlp.html" title="MLP">
-          <span class="none"></span>
-        MLP</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/cnn.html" title="CNN">
           <span class="none"></span>
-        CNN</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/rbm.html" title="RBM">
-          <span class="none"></span>
-        RBM</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/rnn.html" title="RNN">
-          <span class="none"></span>
-        RNN</a>
+        Examples</a>
             </li>
-              </ul>
-        </li>
                               <li class="nav-header">Development</li>
                               
       <li>

Modified: websites/staging/singa/trunk/content/docs/installation.html
==============================================================================
--- websites/staging/singa/trunk/content/docs/installation.html (original)
+++ websites/staging/singa/trunk/content/docs/installation.html Fri Jul 24 15:07:52 2015
@@ -1,13 +1,13 @@
 <!DOCTYPE html>
 <!--
- | Generated by Apache Maven Doxia at 2015-07-23 
+ | Generated by Apache Maven Doxia at 2015-07-24 
  | Rendered using Apache Maven Fluido Skin 1.4
 -->
 <html xmlns="http://www.w3.org/1999/xhtml" xml:lang="en" lang="en">
   <head>
     <meta charset="UTF-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <meta name="Date-Revision-yyyymmdd" content="20150723" />
+    <meta name="Date-Revision-yyyymmdd" content="20150724" />
     <meta http-equiv="Content-Language" content="en" />
     <title>Apache SINGA &#x2013; Installation</title>
     <link rel="stylesheet" href="../css/apache-maven-fluido-1.4.min.css" />
@@ -82,17 +82,11 @@
                               </ul>
             </li>
                   
-                      <li class="dropdown-submenu">
-                                      <a href="../docs/data.html"  title="Data Preparation">Data Preparation</a>
-              <ul class="dropdown-menu">
-                                  <li>      <a href="../docs/datashard.html"  title="DataShard">DataShard</a>
+                      <li>      <a href="../docs/data.html"  title="Data Preparation">Data Preparation</a>
 </li>
-                                  <li>      <a href="../docs/lmdb.html"  title="LMDB">LMDB</a>
-</li>
-                                  <li>      <a href="../docs/hdfs.html"  title="HDFS">HDFS</a>
+                  
+                      <li>      <a href="../docs/checkpoint.html"  title="Checkpoint">Checkpoint</a>
 </li>
-                              </ul>
-            </li>
                   
                       <li>      <a href="../docs/architecture.html"  title="System Architecture">System Architecture</a>
 </li>
@@ -100,19 +94,8 @@
                       <li>      <a href="../docs/communication.html"  title="Communication">Communication</a>
 </li>
                   
-                      <li class="dropdown-submenu">
-                                      <a href="../docs/examples.html"  title="Examples">Examples</a>
-              <ul class="dropdown-menu">
-                                  <li>      <a href="../docs/mlp.html"  title="MLP">MLP</a>
-</li>
-                                  <li>      <a href="../docs/cnn.html"  title="CNN">CNN</a>
-</li>
-                                  <li>      <a href="../docs/rbm.html"  title="RBM">RBM</a>
-</li>
-                                  <li>      <a href="../docs/rnn.html"  title="RNN">RNN</a>
+                      <li>      <a href="../docs/examples.html"  title="Examples">Examples</a>
 </li>
-                              </ul>
-            </li>
                           </ul>
       </li>
                 <li class="dropdown">
@@ -268,36 +251,20 @@
             </li>
               </ul>
         </li>
-                                                                                                
+                
       <li>
   
                           <a href="../docs/data.html" title="Data Preparation">
-          <span class="icon-chevron-down"></span>
-        Data Preparation</a>
-                    <ul class="nav nav-list">
-                    
-      <li>
-  
-                          <a href="../docs/datashard.html" title="DataShard">
           <span class="none"></span>
-        DataShard</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/lmdb.html" title="LMDB">
-          <span class="none"></span>
-        LMDB</a>
+        Data Preparation</a>
             </li>
-                    
+                
       <li>
   
-                          <a href="../docs/hdfs.html" title="HDFS">
+                          <a href="../docs/checkpoint.html" title="Checkpoint">
           <span class="none"></span>
-        HDFS</a>
+        Checkpoint</a>
             </li>
-              </ul>
-        </li>
                 
       <li>
   
@@ -312,43 +279,13 @@
           <span class="none"></span>
         Communication</a>
             </li>
-                                                                                                                  
+                
       <li>
   
                           <a href="../docs/examples.html" title="Examples">
-          <span class="icon-chevron-down"></span>
-        Examples</a>
-                    <ul class="nav nav-list">
-                    
-      <li>
-  
-                          <a href="../docs/mlp.html" title="MLP">
-          <span class="none"></span>
-        MLP</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/cnn.html" title="CNN">
-          <span class="none"></span>
-        CNN</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/rbm.html" title="RBM">
-          <span class="none"></span>
-        RBM</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/rnn.html" title="RNN">
           <span class="none"></span>
-        RNN</a>
+        Examples</a>
             </li>
-              </ul>
-        </li>
                               <li class="nav-header">Development</li>
                               
       <li>

Modified: websites/staging/singa/trunk/content/docs/layer.html
==============================================================================
--- websites/staging/singa/trunk/content/docs/layer.html (original)
+++ websites/staging/singa/trunk/content/docs/layer.html Fri Jul 24 15:07:52 2015
@@ -1,13 +1,13 @@
 <!DOCTYPE html>
 <!--
- | Generated by Apache Maven Doxia at 2015-07-23 
+ | Generated by Apache Maven Doxia at 2015-07-24 
  | Rendered using Apache Maven Fluido Skin 1.4
 -->
 <html xmlns="http://www.w3.org/1999/xhtml" xml:lang="en" lang="en">
   <head>
     <meta charset="UTF-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <meta name="Date-Revision-yyyymmdd" content="20150723" />
+    <meta name="Date-Revision-yyyymmdd" content="20150724" />
     <meta http-equiv="Content-Language" content="en" />
     <title>Apache SINGA &#x2013; </title>
     <link rel="stylesheet" href="../css/apache-maven-fluido-1.4.min.css" />
@@ -82,17 +82,11 @@
                               </ul>
             </li>
                   
-                      <li class="dropdown-submenu">
-                                      <a href="../docs/data.html"  title="Data Preparation">Data Preparation</a>
-              <ul class="dropdown-menu">
-                                  <li>      <a href="../docs/datashard.html"  title="DataShard">DataShard</a>
+                      <li>      <a href="../docs/data.html"  title="Data Preparation">Data Preparation</a>
 </li>
-                                  <li>      <a href="../docs/lmdb.html"  title="LMDB">LMDB</a>
-</li>
-                                  <li>      <a href="../docs/hdfs.html"  title="HDFS">HDFS</a>
+                  
+                      <li>      <a href="../docs/checkpoint.html"  title="Checkpoint">Checkpoint</a>
 </li>
-                              </ul>
-            </li>
                   
                       <li>      <a href="../docs/architecture.html"  title="System Architecture">System Architecture</a>
 </li>
@@ -100,19 +94,8 @@
                       <li>      <a href="../docs/communication.html"  title="Communication">Communication</a>
 </li>
                   
-                      <li class="dropdown-submenu">
-                                      <a href="../docs/examples.html"  title="Examples">Examples</a>
-              <ul class="dropdown-menu">
-                                  <li>      <a href="../docs/mlp.html"  title="MLP">MLP</a>
-</li>
-                                  <li>      <a href="../docs/cnn.html"  title="CNN">CNN</a>
-</li>
-                                  <li>      <a href="../docs/rbm.html"  title="RBM">RBM</a>
-</li>
-                                  <li>      <a href="../docs/rnn.html"  title="RNN">RNN</a>
+                      <li>      <a href="../docs/examples.html"  title="Examples">Examples</a>
 </li>
-                              </ul>
-            </li>
                           </ul>
       </li>
                 <li class="dropdown">
@@ -268,36 +251,20 @@
           </li>
               </ul>
         </li>
-                                                                                                
+                
       <li>
   
                           <a href="../docs/data.html" title="Data Preparation">
-          <span class="icon-chevron-down"></span>
-        Data Preparation</a>
-                    <ul class="nav nav-list">
-                    
-      <li>
-  
-                          <a href="../docs/datashard.html" title="DataShard">
-          <span class="none"></span>
-        DataShard</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/lmdb.html" title="LMDB">
           <span class="none"></span>
-        LMDB</a>
+        Data Preparation</a>
             </li>
-                    
+                
       <li>
   
-                          <a href="../docs/hdfs.html" title="HDFS">
+                          <a href="../docs/checkpoint.html" title="Checkpoint">
           <span class="none"></span>
-        HDFS</a>
+        Checkpoint</a>
             </li>
-              </ul>
-        </li>
                 
       <li>
   
@@ -312,43 +279,13 @@
           <span class="none"></span>
         Communication</a>
             </li>
-                                                                                                                  
+                
       <li>
   
                           <a href="../docs/examples.html" title="Examples">
-          <span class="icon-chevron-down"></span>
-        Examples</a>
-                    <ul class="nav nav-list">
-                    
-      <li>
-  
-                          <a href="../docs/mlp.html" title="MLP">
-          <span class="none"></span>
-        MLP</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/cnn.html" title="CNN">
           <span class="none"></span>
-        CNN</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/rbm.html" title="RBM">
-          <span class="none"></span>
-        RBM</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/rnn.html" title="RNN">
-          <span class="none"></span>
-        RNN</a>
+        Examples</a>
             </li>
-              </ul>
-        </li>
                               <li class="nav-header">Development</li>
                               
       <li>

Modified: websites/staging/singa/trunk/content/docs/lmdb.html
==============================================================================
--- websites/staging/singa/trunk/content/docs/lmdb.html (original)
+++ websites/staging/singa/trunk/content/docs/lmdb.html Fri Jul 24 15:07:52 2015
@@ -1,13 +1,13 @@
 <!DOCTYPE html>
 <!--
- | Generated by Apache Maven Doxia at 2015-07-23 
+ | Generated by Apache Maven Doxia at 2015-07-24 
  | Rendered using Apache Maven Fluido Skin 1.4
 -->
 <html xmlns="http://www.w3.org/1999/xhtml" xml:lang="en" lang="en">
   <head>
     <meta charset="UTF-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <meta name="Date-Revision-yyyymmdd" content="20150723" />
+    <meta name="Date-Revision-yyyymmdd" content="20150724" />
     <meta http-equiv="Content-Language" content="en" />
     <title>Apache SINGA &#x2013; </title>
     <link rel="stylesheet" href="../css/apache-maven-fluido-1.4.min.css" />
@@ -82,17 +82,11 @@
                               </ul>
             </li>
                   
-                      <li class="dropdown-submenu">
-                                      <a href="../docs/data.html"  title="Data Preparation">Data Preparation</a>
-              <ul class="dropdown-menu">
-                                  <li>      <a href="../docs/datashard.html"  title="DataShard">DataShard</a>
+                      <li>      <a href="../docs/data.html"  title="Data Preparation">Data Preparation</a>
 </li>
-                                  <li>      <a href="../docs/lmdb.html"  title="LMDB">LMDB</a>
-</li>
-                                  <li>      <a href="../docs/hdfs.html"  title="HDFS">HDFS</a>
+                  
+                      <li>      <a href="../docs/checkpoint.html"  title="Checkpoint">Checkpoint</a>
 </li>
-                              </ul>
-            </li>
                   
                       <li>      <a href="../docs/architecture.html"  title="System Architecture">System Architecture</a>
 </li>
@@ -100,19 +94,8 @@
                       <li>      <a href="../docs/communication.html"  title="Communication">Communication</a>
 </li>
                   
-                      <li class="dropdown-submenu">
-                                      <a href="../docs/examples.html"  title="Examples">Examples</a>
-              <ul class="dropdown-menu">
-                                  <li>      <a href="../docs/mlp.html"  title="MLP">MLP</a>
-</li>
-                                  <li>      <a href="../docs/cnn.html"  title="CNN">CNN</a>
-</li>
-                                  <li>      <a href="../docs/rbm.html"  title="RBM">RBM</a>
+                      <li>      <a href="../docs/examples.html"  title="Examples">Examples</a>
 </li>
-                                  <li>      <a href="../docs/rnn.html"  title="RNN">RNN</a>
-</li>
-                              </ul>
-            </li>
                           </ul>
       </li>
                 <li class="dropdown">
@@ -270,34 +253,20 @@
             </li>
               </ul>
         </li>
-                                                                                                          
+                
       <li>
   
                           <a href="../docs/data.html" title="Data Preparation">
-          <span class="icon-chevron-down"></span>
-        Data Preparation</a>
-                    <ul class="nav nav-list">
-                    
-      <li>
-  
-                          <a href="../docs/datashard.html" title="DataShard">
           <span class="none"></span>
-        DataShard</a>
+        Data Preparation</a>
             </li>
-                    
-      <li class="active">
-  
-            <a href="#"><span class="none"></span>LMDB</a>
-          </li>
-                    
+                
       <li>
   
-                          <a href="../docs/hdfs.html" title="HDFS">
+                          <a href="../docs/checkpoint.html" title="Checkpoint">
           <span class="none"></span>
-        HDFS</a>
+        Checkpoint</a>
             </li>
-              </ul>
-        </li>
                 
       <li>
   
@@ -312,43 +281,13 @@
           <span class="none"></span>
         Communication</a>
             </li>
-                                                                                                                  
+                
       <li>
   
                           <a href="../docs/examples.html" title="Examples">
-          <span class="icon-chevron-down"></span>
-        Examples</a>
-                    <ul class="nav nav-list">
-                    
-      <li>
-  
-                          <a href="../docs/mlp.html" title="MLP">
-          <span class="none"></span>
-        MLP</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/cnn.html" title="CNN">
           <span class="none"></span>
-        CNN</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/rbm.html" title="RBM">
-          <span class="none"></span>
-        RBM</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/rnn.html" title="RNN">
-          <span class="none"></span>
-        RNN</a>
+        Examples</a>
             </li>
-              </ul>
-        </li>
                               <li class="nav-header">Development</li>
                               
       <li>

Modified: websites/staging/singa/trunk/content/docs/mlp.html
==============================================================================
--- websites/staging/singa/trunk/content/docs/mlp.html (original)
+++ websites/staging/singa/trunk/content/docs/mlp.html Fri Jul 24 15:07:52 2015
@@ -1,13 +1,13 @@
 <!DOCTYPE html>
 <!--
- | Generated by Apache Maven Doxia at 2015-07-23 
+ | Generated by Apache Maven Doxia at 2015-07-24 
  | Rendered using Apache Maven Fluido Skin 1.4
 -->
 <html xmlns="http://www.w3.org/1999/xhtml" xml:lang="en" lang="en">
   <head>
     <meta charset="UTF-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <meta name="Date-Revision-yyyymmdd" content="20150723" />
+    <meta name="Date-Revision-yyyymmdd" content="20150724" />
     <meta http-equiv="Content-Language" content="en" />
     <title>Apache SINGA &#x2013; </title>
     <link rel="stylesheet" href="../css/apache-maven-fluido-1.4.min.css" />
@@ -82,17 +82,11 @@
                               </ul>
             </li>
                   
-                      <li class="dropdown-submenu">
-                                      <a href="../docs/data.html"  title="Data Preparation">Data Preparation</a>
-              <ul class="dropdown-menu">
-                                  <li>      <a href="../docs/datashard.html"  title="DataShard">DataShard</a>
+                      <li>      <a href="../docs/data.html"  title="Data Preparation">Data Preparation</a>
 </li>
-                                  <li>      <a href="../docs/lmdb.html"  title="LMDB">LMDB</a>
-</li>
-                                  <li>      <a href="../docs/hdfs.html"  title="HDFS">HDFS</a>
+                  
+                      <li>      <a href="../docs/checkpoint.html"  title="Checkpoint">Checkpoint</a>
 </li>
-                              </ul>
-            </li>
                   
                       <li>      <a href="../docs/architecture.html"  title="System Architecture">System Architecture</a>
 </li>
@@ -100,19 +94,8 @@
                       <li>      <a href="../docs/communication.html"  title="Communication">Communication</a>
 </li>
                   
-                      <li class="dropdown-submenu">
-                                      <a href="../docs/examples.html"  title="Examples">Examples</a>
-              <ul class="dropdown-menu">
-                                  <li>      <a href="../docs/mlp.html"  title="MLP">MLP</a>
-</li>
-                                  <li>      <a href="../docs/cnn.html"  title="CNN">CNN</a>
-</li>
-                                  <li>      <a href="../docs/rbm.html"  title="RBM">RBM</a>
-</li>
-                                  <li>      <a href="../docs/rnn.html"  title="RNN">RNN</a>
+                      <li>      <a href="../docs/examples.html"  title="Examples">Examples</a>
 </li>
-                              </ul>
-            </li>
                           </ul>
       </li>
                 <li class="dropdown">
@@ -270,36 +253,20 @@
             </li>
               </ul>
         </li>
-                                                                                                
+                
       <li>
   
                           <a href="../docs/data.html" title="Data Preparation">
-          <span class="icon-chevron-down"></span>
-        Data Preparation</a>
-                    <ul class="nav nav-list">
-                    
-      <li>
-  
-                          <a href="../docs/datashard.html" title="DataShard">
           <span class="none"></span>
-        DataShard</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/lmdb.html" title="LMDB">
-          <span class="none"></span>
-        LMDB</a>
+        Data Preparation</a>
             </li>
-                    
+                
       <li>
   
-                          <a href="../docs/hdfs.html" title="HDFS">
+                          <a href="../docs/checkpoint.html" title="Checkpoint">
           <span class="none"></span>
-        HDFS</a>
+        Checkpoint</a>
             </li>
-              </ul>
-        </li>
                 
       <li>
   
@@ -314,41 +281,13 @@
           <span class="none"></span>
         Communication</a>
             </li>
-                                                                                                                            
+                
       <li>
   
                           <a href="../docs/examples.html" title="Examples">
-          <span class="icon-chevron-down"></span>
-        Examples</a>
-                    <ul class="nav nav-list">
-                    
-      <li class="active">
-  
-            <a href="#"><span class="none"></span>MLP</a>
-          </li>
-                    
-      <li>
-  
-                          <a href="../docs/cnn.html" title="CNN">
           <span class="none"></span>
-        CNN</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/rbm.html" title="RBM">
-          <span class="none"></span>
-        RBM</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/rnn.html" title="RNN">
-          <span class="none"></span>
-        RNN</a>
+        Examples</a>
             </li>
-              </ul>
-        </li>
                               <li class="nav-header">Development</li>
                               
       <li>

Modified: websites/staging/singa/trunk/content/docs/model-config.html
==============================================================================
--- websites/staging/singa/trunk/content/docs/model-config.html (original)
+++ websites/staging/singa/trunk/content/docs/model-config.html Fri Jul 24 15:07:52 2015
@@ -1,13 +1,13 @@
 <!DOCTYPE html>
 <!--
- | Generated by Apache Maven Doxia at 2015-07-23 
+ | Generated by Apache Maven Doxia at 2015-07-24 
  | Rendered using Apache Maven Fluido Skin 1.4
 -->
 <html xmlns="http://www.w3.org/1999/xhtml" xml:lang="en" lang="en">
   <head>
     <meta charset="UTF-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <meta name="Date-Revision-yyyymmdd" content="20150723" />
+    <meta name="Date-Revision-yyyymmdd" content="20150724" />
     <meta http-equiv="Content-Language" content="en" />
     <title>Apache SINGA &#x2013; Model Configuration</title>
     <link rel="stylesheet" href="../css/apache-maven-fluido-1.4.min.css" />
@@ -82,17 +82,11 @@
                               </ul>
             </li>
                   
-                      <li class="dropdown-submenu">
-                                      <a href="../docs/data.html"  title="Data Preparation">Data Preparation</a>
-              <ul class="dropdown-menu">
-                                  <li>      <a href="../docs/datashard.html"  title="DataShard">DataShard</a>
+                      <li>      <a href="../docs/data.html"  title="Data Preparation">Data Preparation</a>
 </li>
-                                  <li>      <a href="../docs/lmdb.html"  title="LMDB">LMDB</a>
-</li>
-                                  <li>      <a href="../docs/hdfs.html"  title="HDFS">HDFS</a>
+                  
+                      <li>      <a href="../docs/checkpoint.html"  title="Checkpoint">Checkpoint</a>
 </li>
-                              </ul>
-            </li>
                   
                       <li>      <a href="../docs/architecture.html"  title="System Architecture">System Architecture</a>
 </li>
@@ -100,19 +94,8 @@
                       <li>      <a href="../docs/communication.html"  title="Communication">Communication</a>
 </li>
                   
-                      <li class="dropdown-submenu">
-                                      <a href="../docs/examples.html"  title="Examples">Examples</a>
-              <ul class="dropdown-menu">
-                                  <li>      <a href="../docs/mlp.html"  title="MLP">MLP</a>
-</li>
-                                  <li>      <a href="../docs/cnn.html"  title="CNN">CNN</a>
-</li>
-                                  <li>      <a href="../docs/rbm.html"  title="RBM">RBM</a>
-</li>
-                                  <li>      <a href="../docs/rnn.html"  title="RNN">RNN</a>
+                      <li>      <a href="../docs/examples.html"  title="Examples">Examples</a>
 </li>
-                              </ul>
-            </li>
                           </ul>
       </li>
                 <li class="dropdown">
@@ -268,36 +251,20 @@
             </li>
               </ul>
         </li>
-                                                                                                
+                
       <li>
   
                           <a href="../docs/data.html" title="Data Preparation">
-          <span class="icon-chevron-down"></span>
-        Data Preparation</a>
-                    <ul class="nav nav-list">
-                    
-      <li>
-  
-                          <a href="../docs/datashard.html" title="DataShard">
-          <span class="none"></span>
-        DataShard</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/lmdb.html" title="LMDB">
           <span class="none"></span>
-        LMDB</a>
+        Data Preparation</a>
             </li>
-                    
+                
       <li>
   
-                          <a href="../docs/hdfs.html" title="HDFS">
+                          <a href="../docs/checkpoint.html" title="Checkpoint">
           <span class="none"></span>
-        HDFS</a>
+        Checkpoint</a>
             </li>
-              </ul>
-        </li>
                 
       <li>
   
@@ -312,43 +279,13 @@
           <span class="none"></span>
         Communication</a>
             </li>
-                                                                                                                  
+                
       <li>
   
                           <a href="../docs/examples.html" title="Examples">
-          <span class="icon-chevron-down"></span>
-        Examples</a>
-                    <ul class="nav nav-list">
-                    
-      <li>
-  
-                          <a href="../docs/mlp.html" title="MLP">
-          <span class="none"></span>
-        MLP</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/cnn.html" title="CNN">
           <span class="none"></span>
-        CNN</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/rbm.html" title="RBM">
-          <span class="none"></span>
-        RBM</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/rnn.html" title="RNN">
-          <span class="none"></span>
-        RNN</a>
+        Examples</a>
             </li>
-              </ul>
-        </li>
                               <li class="nav-header">Development</li>
                               
       <li>

Modified: websites/staging/singa/trunk/content/docs/neuralnet-partition.html
==============================================================================
--- websites/staging/singa/trunk/content/docs/neuralnet-partition.html (original)
+++ websites/staging/singa/trunk/content/docs/neuralnet-partition.html Fri Jul 24 15:07:52 2015
@@ -1,13 +1,13 @@
 <!DOCTYPE html>
 <!--
- | Generated by Apache Maven Doxia at 2015-07-23 
+ | Generated by Apache Maven Doxia at 2015-07-24 
  | Rendered using Apache Maven Fluido Skin 1.4
 -->
 <html xmlns="http://www.w3.org/1999/xhtml" xml:lang="en" lang="en">
   <head>
     <meta charset="UTF-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <meta name="Date-Revision-yyyymmdd" content="20150723" />
+    <meta name="Date-Revision-yyyymmdd" content="20150724" />
     <meta http-equiv="Content-Language" content="en" />
     <title>Apache SINGA &#x2013; Neural Network Partition</title>
     <link rel="stylesheet" href="../css/apache-maven-fluido-1.4.min.css" />
@@ -82,17 +82,11 @@
                               </ul>
             </li>
                   
-                      <li class="dropdown-submenu">
-                                      <a href="../docs/data.html"  title="Data Preparation">Data Preparation</a>
-              <ul class="dropdown-menu">
-                                  <li>      <a href="../docs/datashard.html"  title="DataShard">DataShard</a>
+                      <li>      <a href="../docs/data.html"  title="Data Preparation">Data Preparation</a>
 </li>
-                                  <li>      <a href="../docs/lmdb.html"  title="LMDB">LMDB</a>
-</li>
-                                  <li>      <a href="../docs/hdfs.html"  title="HDFS">HDFS</a>
+                  
+                      <li>      <a href="../docs/checkpoint.html"  title="Checkpoint">Checkpoint</a>
 </li>
-                              </ul>
-            </li>
                   
                       <li>      <a href="../docs/architecture.html"  title="System Architecture">System Architecture</a>
 </li>
@@ -100,19 +94,8 @@
                       <li>      <a href="../docs/communication.html"  title="Communication">Communication</a>
 </li>
                   
-                      <li class="dropdown-submenu">
-                                      <a href="../docs/examples.html"  title="Examples">Examples</a>
-              <ul class="dropdown-menu">
-                                  <li>      <a href="../docs/mlp.html"  title="MLP">MLP</a>
-</li>
-                                  <li>      <a href="../docs/cnn.html"  title="CNN">CNN</a>
-</li>
-                                  <li>      <a href="../docs/rbm.html"  title="RBM">RBM</a>
-</li>
-                                  <li>      <a href="../docs/rnn.html"  title="RNN">RNN</a>
+                      <li>      <a href="../docs/examples.html"  title="Examples">Examples</a>
 </li>
-                              </ul>
-            </li>
                           </ul>
       </li>
                 <li class="dropdown">
@@ -270,36 +253,20 @@
             </li>
               </ul>
         </li>
-                                                                                                
+                
       <li>
   
                           <a href="../docs/data.html" title="Data Preparation">
-          <span class="icon-chevron-down"></span>
-        Data Preparation</a>
-                    <ul class="nav nav-list">
-                    
-      <li>
-  
-                          <a href="../docs/datashard.html" title="DataShard">
           <span class="none"></span>
-        DataShard</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/lmdb.html" title="LMDB">
-          <span class="none"></span>
-        LMDB</a>
+        Data Preparation</a>
             </li>
-                    
+                
       <li>
   
-                          <a href="../docs/hdfs.html" title="HDFS">
+                          <a href="../docs/checkpoint.html" title="Checkpoint">
           <span class="none"></span>
-        HDFS</a>
+        Checkpoint</a>
             </li>
-              </ul>
-        </li>
                 
       <li>
   
@@ -314,43 +281,13 @@
           <span class="none"></span>
         Communication</a>
             </li>
-                                                                                                                  
+                
       <li>
   
                           <a href="../docs/examples.html" title="Examples">
-          <span class="icon-chevron-down"></span>
-        Examples</a>
-                    <ul class="nav nav-list">
-                    
-      <li>
-  
-                          <a href="../docs/mlp.html" title="MLP">
-          <span class="none"></span>
-        MLP</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/cnn.html" title="CNN">
-          <span class="none"></span>
-        CNN</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/rbm.html" title="RBM">
-          <span class="none"></span>
-        RBM</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/rnn.html" title="RNN">
           <span class="none"></span>
-        RNN</a>
+        Examples</a>
             </li>
-              </ul>
-        </li>
                               <li class="nav-header">Development</li>
                               
       <li>

Modified: websites/staging/singa/trunk/content/docs/neuralnet.html
==============================================================================
--- websites/staging/singa/trunk/content/docs/neuralnet.html (original)
+++ websites/staging/singa/trunk/content/docs/neuralnet.html Fri Jul 24 15:07:52 2015
@@ -1,13 +1,13 @@
 <!DOCTYPE html>
 <!--
- | Generated by Apache Maven Doxia at 2015-07-23 
+ | Generated by Apache Maven Doxia at 2015-07-24 
  | Rendered using Apache Maven Fluido Skin 1.4
 -->
 <html xmlns="http://www.w3.org/1999/xhtml" xml:lang="en" lang="en">
   <head>
     <meta charset="UTF-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <meta name="Date-Revision-yyyymmdd" content="20150723" />
+    <meta name="Date-Revision-yyyymmdd" content="20150724" />
     <meta http-equiv="Content-Language" content="en" />
     <title>Apache SINGA &#x2013; </title>
     <link rel="stylesheet" href="../css/apache-maven-fluido-1.4.min.css" />
@@ -82,17 +82,11 @@
                               </ul>
             </li>
                   
-                      <li class="dropdown-submenu">
-                                      <a href="../docs/data.html"  title="Data Preparation">Data Preparation</a>
-              <ul class="dropdown-menu">
-                                  <li>      <a href="../docs/datashard.html"  title="DataShard">DataShard</a>
+                      <li>      <a href="../docs/data.html"  title="Data Preparation">Data Preparation</a>
 </li>
-                                  <li>      <a href="../docs/lmdb.html"  title="LMDB">LMDB</a>
-</li>
-                                  <li>      <a href="../docs/hdfs.html"  title="HDFS">HDFS</a>
+                  
+                      <li>      <a href="../docs/checkpoint.html"  title="Checkpoint">Checkpoint</a>
 </li>
-                              </ul>
-            </li>
                   
                       <li>      <a href="../docs/architecture.html"  title="System Architecture">System Architecture</a>
 </li>
@@ -100,19 +94,8 @@
                       <li>      <a href="../docs/communication.html"  title="Communication">Communication</a>
 </li>
                   
-                      <li class="dropdown-submenu">
-                                      <a href="../docs/examples.html"  title="Examples">Examples</a>
-              <ul class="dropdown-menu">
-                                  <li>      <a href="../docs/mlp.html"  title="MLP">MLP</a>
-</li>
-                                  <li>      <a href="../docs/cnn.html"  title="CNN">CNN</a>
-</li>
-                                  <li>      <a href="../docs/rbm.html"  title="RBM">RBM</a>
-</li>
-                                  <li>      <a href="../docs/rnn.html"  title="RNN">RNN</a>
+                      <li>      <a href="../docs/examples.html"  title="Examples">Examples</a>
 </li>
-                              </ul>
-            </li>
                           </ul>
       </li>
                 <li class="dropdown">
@@ -268,36 +251,20 @@
             </li>
               </ul>
         </li>
-                                                                                                
+                
       <li>
   
                           <a href="../docs/data.html" title="Data Preparation">
-          <span class="icon-chevron-down"></span>
-        Data Preparation</a>
-                    <ul class="nav nav-list">
-                    
-      <li>
-  
-                          <a href="../docs/datashard.html" title="DataShard">
-          <span class="none"></span>
-        DataShard</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/lmdb.html" title="LMDB">
           <span class="none"></span>
-        LMDB</a>
+        Data Preparation</a>
             </li>
-                    
+                
       <li>
   
-                          <a href="../docs/hdfs.html" title="HDFS">
+                          <a href="../docs/checkpoint.html" title="Checkpoint">
           <span class="none"></span>
-        HDFS</a>
+        Checkpoint</a>
             </li>
-              </ul>
-        </li>
                 
       <li>
   
@@ -312,43 +279,13 @@
           <span class="none"></span>
         Communication</a>
             </li>
-                                                                                                                  
+                
       <li>
   
                           <a href="../docs/examples.html" title="Examples">
-          <span class="icon-chevron-down"></span>
-        Examples</a>
-                    <ul class="nav nav-list">
-                    
-      <li>
-  
-                          <a href="../docs/mlp.html" title="MLP">
-          <span class="none"></span>
-        MLP</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/cnn.html" title="CNN">
           <span class="none"></span>
-        CNN</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/rbm.html" title="RBM">
-          <span class="none"></span>
-        RBM</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/rnn.html" title="RNN">
-          <span class="none"></span>
-        RNN</a>
+        Examples</a>
             </li>
-              </ul>
-        </li>
                               <li class="nav-header">Development</li>
                               
       <li>

Modified: websites/staging/singa/trunk/content/docs/programmer-guide.html
==============================================================================
--- websites/staging/singa/trunk/content/docs/programmer-guide.html (original)
+++ websites/staging/singa/trunk/content/docs/programmer-guide.html Fri Jul 24 15:07:52 2015
@@ -1,13 +1,13 @@
 <!DOCTYPE html>
 <!--
- | Generated by Apache Maven Doxia at 2015-07-23 
+ | Generated by Apache Maven Doxia at 2015-07-24 
  | Rendered using Apache Maven Fluido Skin 1.4
 -->
 <html xmlns="http://www.w3.org/1999/xhtml" xml:lang="en" lang="en">
   <head>
     <meta charset="UTF-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <meta name="Date-Revision-yyyymmdd" content="20150723" />
+    <meta name="Date-Revision-yyyymmdd" content="20150724" />
     <meta http-equiv="Content-Language" content="en" />
     <title>Apache SINGA &#x2013; Programming Model</title>
     <link rel="stylesheet" href="../css/apache-maven-fluido-1.4.min.css" />
@@ -82,17 +82,11 @@
                               </ul>
             </li>
                   
-                      <li class="dropdown-submenu">
-                                      <a href="../docs/data.html"  title="Data Preparation">Data Preparation</a>
-              <ul class="dropdown-menu">
-                                  <li>      <a href="../docs/datashard.html"  title="DataShard">DataShard</a>
+                      <li>      <a href="../docs/data.html"  title="Data Preparation">Data Preparation</a>
 </li>
-                                  <li>      <a href="../docs/lmdb.html"  title="LMDB">LMDB</a>
-</li>
-                                  <li>      <a href="../docs/hdfs.html"  title="HDFS">HDFS</a>
+                  
+                      <li>      <a href="../docs/checkpoint.html"  title="Checkpoint">Checkpoint</a>
 </li>
-                              </ul>
-            </li>
                   
                       <li>      <a href="../docs/architecture.html"  title="System Architecture">System Architecture</a>
 </li>
@@ -100,19 +94,8 @@
                       <li>      <a href="../docs/communication.html"  title="Communication">Communication</a>
 </li>
                   
-                      <li class="dropdown-submenu">
-                                      <a href="../docs/examples.html"  title="Examples">Examples</a>
-              <ul class="dropdown-menu">
-                                  <li>      <a href="../docs/mlp.html"  title="MLP">MLP</a>
-</li>
-                                  <li>      <a href="../docs/cnn.html"  title="CNN">CNN</a>
-</li>
-                                  <li>      <a href="../docs/rbm.html"  title="RBM">RBM</a>
+                      <li>      <a href="../docs/examples.html"  title="Examples">Examples</a>
 </li>
-                                  <li>      <a href="../docs/rnn.html"  title="RNN">RNN</a>
-</li>
-                              </ul>
-            </li>
                           </ul>
       </li>
                 <li class="dropdown">
@@ -268,36 +251,20 @@
             </li>
               </ul>
         </li>
-                                                                                                
+                
       <li>
   
                           <a href="../docs/data.html" title="Data Preparation">
-          <span class="icon-chevron-down"></span>
-        Data Preparation</a>
-                    <ul class="nav nav-list">
-                    
-      <li>
-  
-                          <a href="../docs/datashard.html" title="DataShard">
           <span class="none"></span>
-        DataShard</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/lmdb.html" title="LMDB">
-          <span class="none"></span>
-        LMDB</a>
+        Data Preparation</a>
             </li>
-                    
+                
       <li>
   
-                          <a href="../docs/hdfs.html" title="HDFS">
+                          <a href="../docs/checkpoint.html" title="Checkpoint">
           <span class="none"></span>
-        HDFS</a>
+        Checkpoint</a>
             </li>
-              </ul>
-        </li>
                 
       <li>
   
@@ -312,43 +279,13 @@
           <span class="none"></span>
         Communication</a>
             </li>
-                                                                                                                  
+                
       <li>
   
                           <a href="../docs/examples.html" title="Examples">
-          <span class="icon-chevron-down"></span>
-        Examples</a>
-                    <ul class="nav nav-list">
-                    
-      <li>
-  
-                          <a href="../docs/mlp.html" title="MLP">
           <span class="none"></span>
-        MLP</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/cnn.html" title="CNN">
-          <span class="none"></span>
-        CNN</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/rbm.html" title="RBM">
-          <span class="none"></span>
-        RBM</a>
-            </li>
-                    
-      <li>
-  
-                          <a href="../docs/rnn.html" title="RNN">
-          <span class="none"></span>
-        RNN</a>
+        Examples</a>
             </li>
-              </ul>
-        </li>
                               <li class="nav-header">Development</li>
                               
       <li>



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