You are viewing a plain text version of this content. The canonical link for it is here.
Posted to commits@singa.apache.org by bu...@apache.org on 2015/07/24 17:07:52 UTC

svn commit: r959439 [1/3] - in /websites/staging/singa/trunk/content: ./ community/ develop/ docs/

Author: buildbot
Date: Fri Jul 24 15:07:52 2015
New Revision: 959439

Log:
Staging update by buildbot for singa

Added:
    websites/staging/singa/trunk/content/docs/checkpoint.html
Modified:
    websites/staging/singa/trunk/content/   (props changed)
    websites/staging/singa/trunk/content/community.html
    websites/staging/singa/trunk/content/community/issue-tracking.html
    websites/staging/singa/trunk/content/community/mail-lists.html
    websites/staging/singa/trunk/content/community/source-repository.html
    websites/staging/singa/trunk/content/community/team-list.html
    websites/staging/singa/trunk/content/develop/contribute-code.html
    websites/staging/singa/trunk/content/develop/contribute-docs.html
    websites/staging/singa/trunk/content/develop/how-contribute.html
    websites/staging/singa/trunk/content/develop/schedule.html
    websites/staging/singa/trunk/content/docs.html
    websites/staging/singa/trunk/content/docs/architecture.html
    websites/staging/singa/trunk/content/docs/cnn.html
    websites/staging/singa/trunk/content/docs/code-structure.html
    websites/staging/singa/trunk/content/docs/communication.html
    websites/staging/singa/trunk/content/docs/data.html
    websites/staging/singa/trunk/content/docs/datashard.html
    websites/staging/singa/trunk/content/docs/examples.html
    websites/staging/singa/trunk/content/docs/hdfs.html
    websites/staging/singa/trunk/content/docs/installation.html
    websites/staging/singa/trunk/content/docs/layer.html
    websites/staging/singa/trunk/content/docs/lmdb.html
    websites/staging/singa/trunk/content/docs/mlp.html
    websites/staging/singa/trunk/content/docs/model-config.html
    websites/staging/singa/trunk/content/docs/neuralnet-partition.html
    websites/staging/singa/trunk/content/docs/neuralnet.html
    websites/staging/singa/trunk/content/docs/programmer-guide.html
    websites/staging/singa/trunk/content/docs/rbm.html
    websites/staging/singa/trunk/content/docs/rnn.html
    websites/staging/singa/trunk/content/index.html
    websites/staging/singa/trunk/content/introduction.html
    websites/staging/singa/trunk/content/quick-start.html

Propchange: websites/staging/singa/trunk/content/
------------------------------------------------------------------------------
--- cms:source-revision (original)
+++ cms:source-revision Fri Jul 24 15:07:52 2015
@@ -1 +1 @@
-1692353
+1692534

Modified: websites/staging/singa/trunk/content/community.html
==============================================================================
--- websites/staging/singa/trunk/content/community.html (original)
+++ websites/staging/singa/trunk/content/community.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; Community</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/community/issue-tracking.html
==============================================================================
--- websites/staging/singa/trunk/content/community/issue-tracking.html (original)
+++ websites/staging/singa/trunk/content/community/issue-tracking.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; Issue Tracking</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/community/mail-lists.html
==============================================================================
--- websites/staging/singa/trunk/content/community/mail-lists.html (original)
+++ websites/staging/singa/trunk/content/community/mail-lists.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; Project Mailing Lists</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/community/source-repository.html
==============================================================================
--- websites/staging/singa/trunk/content/community/source-repository.html (original)
+++ websites/staging/singa/trunk/content/community/source-repository.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; Source Repository</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/community/team-list.html
==============================================================================
--- websites/staging/singa/trunk/content/community/team-list.html (original)
+++ websites/staging/singa/trunk/content/community/team-list.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; The SINGA Team</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/develop/contribute-code.html
==============================================================================
--- websites/staging/singa/trunk/content/develop/contribute-code.html (original)
+++ websites/staging/singa/trunk/content/develop/contribute-code.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; How to Contribute Code</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/develop/contribute-docs.html
==============================================================================
--- websites/staging/singa/trunk/content/develop/contribute-docs.html (original)
+++ websites/staging/singa/trunk/content/develop/contribute-docs.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; How to Contribute Documentation</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/develop/how-contribute.html
==============================================================================
--- websites/staging/singa/trunk/content/develop/how-contribute.html (original)
+++ websites/staging/singa/trunk/content/develop/how-contribute.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; How to Contribute to SINGA</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/develop/schedule.html
==============================================================================
--- websites/staging/singa/trunk/content/develop/schedule.html (original)
+++ websites/staging/singa/trunk/content/develop/schedule.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; Development Schedule</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 class="active">

Modified: websites/staging/singa/trunk/content/docs.html
==============================================================================
--- websites/staging/singa/trunk/content/docs.html (original)
+++ websites/staging/singa/trunk/content/docs.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; Documentation</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/architecture.html
==============================================================================
--- websites/staging/singa/trunk/content/docs/architecture.html (original)
+++ websites/staging/singa/trunk/content/docs/architecture.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; System Architecture</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 class="active">
   
@@ -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>

Added: websites/staging/singa/trunk/content/docs/checkpoint.html
==============================================================================
--- websites/staging/singa/trunk/content/docs/checkpoint.html (added)
+++ websites/staging/singa/trunk/content/docs/checkpoint.html Fri Jul 24 15:07:52 2015
@@ -0,0 +1,476 @@
+<!DOCTYPE html>
+<!--
+ | 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="20150724" />
+    <meta http-equiv="Content-Language" content="en" />
+    <title>Apache SINGA &#x2013; Checkpoint and Resume</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" />
+
+      
+    
+    
+  
+    <script type="text/javascript" src="../js/apache-maven-fluido-1.4.min.js"></script>
+
+    
+                  </head>
+        <body class="topBarEnabled">
+          
+    
+    
+            
+    
+        
+    <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 id="topbar" class="navbar navbar-fixed-top navbar-inverse">
+      <div class="navbar-inner">
+                <div class="container-fluid">
+        <a data-target=".nav-collapse" data-toggle="collapse" class="btn btn-navbar">
+          <span class="icon-bar"></span>
+          <span class="icon-bar"></span>
+          <span class="icon-bar"></span>
+        </a>
+                
+                                <ul class="nav">
+                          <li class="dropdown">
+        <a href="#" class="dropdown-toggle" data-toggle="dropdown">Apache SINGA <b class="caret"></b></a>
+        <ul class="dropdown-menu">
+        
+                      <li>      <a href="../index.html"  title="Welcome">Welcome</a>
+</li>
+                  
+                      <li>      <a href="../introduction.html"  title="Introduction">Introduction</a>
+</li>
+                  
+                      <li>      <a href="../quick-start.html"  title="Quick Start">Quick Start</a>
+</li>
+                          </ul>
+      </li>
+                <li class="dropdown">
+        <a href="#" class="dropdown-toggle" data-toggle="dropdown">Documentaion <b class="caret"></b></a>
+        <ul class="dropdown-menu">
+        
+                      <li>      <a href="../docs/installation.html"  title="Installation">Installation</a>
+</li>
+                  
+                      <li class="dropdown-submenu">
+                                      <a href="../docs/programmer-guide.html"  title="Programmer Guide">Programmer Guide</a>
+              <ul class="dropdown-menu">
+                                  <li>      <a href="../docs/model-config.html"  title="Model Configuration">Model Configuration</a>
+</li>
+                                  <li>      <a href="../docs/neuralnet.html"  title="Neural Network">Neural Network</a>
+</li>
+                                  <li>      <a href="../docs/layer.html"  title="Layer">Layer</a>
+</li>
+                              </ul>
+            </li>
+                  
+                      <li>      <a href="../docs/data.html"  title="Data Preparation">Data Preparation</a>
+</li>
+                  
+                      <li>      <a href="../docs/checkpoint.html"  title="Checkpoint">Checkpoint</a>
+</li>
+                  
+                      <li>      <a href="../docs/architecture.html"  title="System Architecture">System Architecture</a>
+</li>
+                  
+                      <li>      <a href="../docs/communication.html"  title="Communication">Communication</a>
+</li>
+                  
+                      <li>      <a href="../docs/examples.html"  title="Examples">Examples</a>
+</li>
+                          </ul>
+      </li>
+                <li class="dropdown">
+        <a href="#" class="dropdown-toggle" data-toggle="dropdown">Development <b class="caret"></b></a>
+        <ul class="dropdown-menu">
+        
+                      <li>      <a href="../develop/schedule.html"  title="Schedule">Schedule</a>
+</li>
+                  
+                      <li class="dropdown-submenu">
+                                      <a href="../develop/how-contribute.html"  title="How to Contribute">How to Contribute</a>
+              <ul class="dropdown-menu">
+                                  <li>      <a href="../develop/contribute-code.html"  title="Code">Code</a>
+</li>
+                                  <li>      <a href="../develop/contribute-docs.html"  title="Documentation">Documentation</a>
+</li>
+                              </ul>
+            </li>
+                          </ul>
+      </li>
+                <li class="dropdown">
+        <a href="#" class="dropdown-toggle" data-toggle="dropdown">Community <b class="caret"></b></a>
+        <ul class="dropdown-menu">
+        
+                      <li>      <a href="../community/source-repository.html"  title="Source Repository">Source Repository</a>
+</li>
+                  
+                      <li>      <a href="../community/mail-lists.html"  title="Mailing Lists">Mailing Lists</a>
+</li>
+                  
+                      <li>      <a href="../community/issue-tracking.html"  title="Issue Tracking">Issue Tracking</a>
+</li>
+                  
+                      <li>      <a href="../community/team-list.html"  title="SINGA Team">SINGA Team</a>
+</li>
+                          </ul>
+      </li>
+                <li class="dropdown">
+        <a href="#" class="dropdown-toggle" data-toggle="dropdown">External Links <b class="caret"></b></a>
+        <ul class="dropdown-menu">
+        
+                      <li>      <a href="http://www.apache.org/"  title="Apache Software Foundation">Apache Software Foundation</a>
+</li>
+                  
+                      <li>      <a href="http://www.comp.nus.edu.sg/~dbsystem/singa/"  title="NUS School of Computing">NUS School of Computing</a>
+</li>
+                          </ul>
+      </li>
+                  </ul>
+          
+          
+          
+                   
+                      </div>
+          
+        </div>
+      </div>
+    </div>
+    
+        <div class="container-fluid">
+          <div id="banner">
+        <div class="pull-left">
+                                                  <a href="../index.html" id="bannerLeft" title="Apache SINGA">
+                                                                                                <img src="../images/singa-logo.png"  alt="Apache SINGA"/>
+                </a>
+                      </div>
+        <div class="pull-right">              <div id="bannerRight">
+                                                                                                <img src="../images/singa-title.png"  alt="Apache SINGA"/>
+                </div>
+      </div>
+        <div class="clear"><hr/></div>
+      </div>
+
+      <div id="breadcrumbs">
+        <ul class="breadcrumb">
+                
+                    
+                              <li class="">
+                    <a href="../index.html" title="Apache SINGA">
+        Apache SINGA</a>
+                    <span class="divider">/</span>
+      </li>
+        <li class="active ">Checkpoint and Resume</li>
+        
+                
+                    
+      
+                            </ul>
+      </div>
+
+                  
+      <div class="row-fluid">
+        <div id="leftColumn" class="span2">
+          <div class="well sidebar-nav">
+                
+                    
+                <ul class="nav nav-list">
+                    <li class="nav-header">Apache SINGA</li>
+                              
+      <li>
+  
+                          <a href="../index.html" title="Welcome">
+          <span class="none"></span>
+        Welcome</a>
+            </li>
+                
+      <li>
+  
+                          <a href="../introduction.html" title="Introduction">
+          <span class="none"></span>
+        Introduction</a>
+            </li>
+                
+      <li>
+  
+                          <a href="../quick-start.html" title="Quick Start">
+          <span class="none"></span>
+        Quick Start</a>
+            </li>
+                              <li class="nav-header">Documentaion</li>
+                              
+      <li>
+  
+                          <a href="../docs/installation.html" title="Installation">
+          <span class="none"></span>
+        Installation</a>
+            </li>
+                                                                                                
+      <li>
+  
+                          <a href="../docs/programmer-guide.html" title="Programmer Guide">
+          <span class="icon-chevron-down"></span>
+        Programmer Guide</a>
+                    <ul class="nav nav-list">
+                    
+      <li>
+  
+                          <a href="../docs/model-config.html" title="Model Configuration">
+          <span class="none"></span>
+        Model Configuration</a>
+            </li>
+                    
+      <li>
+  
+                          <a href="../docs/neuralnet.html" title="Neural Network">
+          <span class="none"></span>
+        Neural Network</a>
+            </li>
+                    
+      <li>
+  
+                          <a href="../docs/layer.html" title="Layer">
+          <span class="none"></span>
+        Layer</a>
+            </li>
+              </ul>
+        </li>
+                
+      <li>
+  
+                          <a href="../docs/data.html" title="Data Preparation">
+          <span class="none"></span>
+        Data Preparation</a>
+            </li>
+                
+      <li class="active">
+  
+            <a href="#"><span class="none"></span>Checkpoint</a>
+          </li>
+                
+      <li>
+  
+                          <a href="../docs/architecture.html" title="System Architecture">
+          <span class="none"></span>
+        System Architecture</a>
+            </li>
+                
+      <li>
+  
+                          <a href="../docs/communication.html" title="Communication">
+          <span class="none"></span>
+        Communication</a>
+            </li>
+                
+      <li>
+  
+                          <a href="../docs/examples.html" title="Examples">
+          <span class="none"></span>
+        Examples</a>
+            </li>
+                              <li class="nav-header">Development</li>
+                              
+      <li>
+  
+                          <a href="../develop/schedule.html" title="Schedule">
+          <span class="none"></span>
+        Schedule</a>
+            </li>
+                                                                              
+      <li>
+  
+                          <a href="../develop/how-contribute.html" title="How to Contribute">
+          <span class="icon-chevron-down"></span>
+        How to Contribute</a>
+                    <ul class="nav nav-list">
+                    
+      <li>
+  
+                          <a href="../develop/contribute-code.html" title="Code">
+          <span class="none"></span>
+        Code</a>
+            </li>
+                    
+      <li>
+  
+                          <a href="../develop/contribute-docs.html" title="Documentation">
+          <span class="none"></span>
+        Documentation</a>
+            </li>
+              </ul>
+        </li>
+                              <li class="nav-header">Community</li>
+                              
+      <li>
+  
+                          <a href="../community/source-repository.html" title="Source Repository">
+          <span class="none"></span>
+        Source Repository</a>
+            </li>
+                
+      <li>
+  
+                          <a href="../community/mail-lists.html" title="Mailing Lists">
+          <span class="none"></span>
+        Mailing Lists</a>
+            </li>
+                
+      <li>
+  
+                          <a href="../community/issue-tracking.html" title="Issue Tracking">
+          <span class="none"></span>
+        Issue Tracking</a>
+            </li>
+                
+      <li>
+  
+                          <a href="../community/team-list.html" title="SINGA Team">
+          <span class="none"></span>
+        SINGA Team</a>
+            </li>
+                              <li class="nav-header">External Links</li>
+                              
+      <li>
+  
+                          <a href="http://www.apache.org/" class="externalLink" title="Apache Software Foundation">
+          <span class="none"></span>
+        Apache Software Foundation</a>
+            </li>
+                
+      <li>
+  
+                          <a href="http://www.comp.nus.edu.sg/~dbsystem/singa/" class="externalLink" title="NUS School of Computing">
+          <span class="none"></span>
+        NUS School of Computing</a>
+            </li>
+            </ul>
+                
+                    
+                
+          <hr />
+
+           <div id="poweredBy">
+                            <div class="clear"></div>
+                            <div class="clear"></div>
+                            <div class="clear"></div>
+                            <div class="clear"></div>
+                                                                                                                   <a href="http://incubator.apache.org" title="apache-incubator" class="builtBy">
+        <img class="builtBy"  alt="Apache Incubator" src="http://incubator.apache.org/images/egg-logo.png"    />
+      </a>
+                      </div>
+          </div>
+        </div>
+        
+                        
+        <div id="bodyColumn"  class="span10" >
+                                  
+            <div class="section">
+<h2><a name="Checkpoint_and_Resume"></a>Checkpoint and Resume</h2>
+<hr />
+<div class="section">
+<h3><a name="Applications_of_checkpoint"></a>Applications of checkpoint</h3>
+<p>By taking checkpoints of model parameters, we can</p>
+
+<ol style="list-style-type: decimal">
+  
+<li>
+<p>Restore (resume) the training from the last checkpoint. For example, if the program crashes before finishing all training steps.</p></li>
+  
+<li>
+<p>Use them as pre-training results for a similar model. For example, the parameters from training a RBM model can be used to initialize a <a href="auto-encoder.html">deep auto-encoder</a> model.</p></li>
+</ol></div>
+<div class="section">
+<h3><a name="Instructions_for_checkpoint_and_resume"></a>Instructions for checkpoint and resume</h3>
+<p>Checkpoint is controlled by two model configuration fields: <tt>checkpoint_after</tt> (start checkpoint after this number of training steps) and <tt>checkpoint_frequency</tt>. The checkpoint files are located at <tt>WORKSPACE/checkpoint/stepSTEP-workerWORKERID.bin</tt>.</p>
+<p>The following configuration shows an example,</p>
+
+<div class="source">
+<div class="source"><pre class="prettyprint">model {
+  ...
+  checkpoint_after: 100
+  checkpoint_frequency: 300
+  ...
+}
+</pre></div></div>
+<p>After training for 700 steps, under WORKSPACE/checkpoint folder, there would be two checkpoint files (training on single node):</p>
+
+<div class="source">
+<div class="source"><pre class="prettyprint">step400-worker0.bin
+step700-worker0.bin
+</pre></div></div>
+<div class="section">
+<h4><a name="Application_1"></a>Application 1</h4>
+<p>We can resume the training from the last checkpoint (i.e., step 700) by:</p>
+
+<div class="source">
+<div class="source"><pre class="prettyprint">./bin/singa-run.sh -workspace=WORKSPACE -resume=true
+</pre></div></div></div>
+<div class="section">
+<h4><a name="Application_2"></a>Application 2</h4>
+<p>We can also use the checkpoint file from step 400 as the pre-trained model for a new model by configuring the job.conf of the new model as:</p>
+
+<div class="source">
+<div class="source"><pre class="prettyprint">model {
+  ...
+  checkpoint : WORKSPACE/checkpoint/step400-worker0.bin
+  ...
+}
+</pre></div></div>
+<p>If there are multiple checkpoint files for the same snapshot due to model partitioning, all the checkpoint files should be added:</p>
+
+<div class="source">
+<div class="source"><pre class="prettyprint">model {
+  ...
+  checkpoint : WORKSPACE/checkpoint/step400-worker0.bin
+  checkpoint : WORKSPACE/checkpoint/step400-worker1.bin
+  ...
+}
+</pre></div></div>
+<p>The launching command is the same as starting a new job</p>
+
+<div class="source">
+<div class="source"><pre class="prettyprint">./bin/singa-run.sh -workspace=WORKSPACE
+</pre></div></div></div></div>
+<div class="section">
+<h3><a name="Implementation_details"></a>Implementation details</h3>
+<p>The checkpoint is done in the Worker class and controlled by two model configuration fields: <tt>checkpoint_after</tt> and <tt>checkpoint_frequency</tt>. Only Params owning the param values from the first group are dumped onto into checkpoint files. For one Param object, its name, version and values are saved. It is possible that the snapshot is separated into multiple files because the neural net is partitioned into multiple workers.</p>
+<p>The Worker&#x2019;s InitLocalParam will initialize Params from checkpoint files if the <tt>checkpoint</tt> field is set. Otherwise it randomly initialize them using user configured initialization method. The Param objects are matched based on name. If the Param is not configured with a name, NeuralNet class will automatically create one for it based on the name of the layer to which the Param object belongs. The <tt>checkpoint</tt> can be set by users (Application 1) or by the Resume function (Application 2) of the Trainer class, which finds the files for the latest snapshot and add them to the <tt>checkpoint</tt> filed. It also sets the <tt>step</tt> field of model configuration to the checkpoint step (extracted from file name).</p></div>
+<div class="section">
+<h3><a name="Caution"></a>Caution</h3>
+<p>Both two applications must be taken carefully when Param objects are partitioned due to model partitioning. Because if the training is done using 2 workers, while the new model (or continue training) is trained with 3 workers, then the same original Param object is partitioned in different ways and hence cannot be matched.</p></div></div>
+                  </div>
+            </div>
+          </div>
+
+    <hr/>
+
+    <footer>
+            <div class="container-fluid">
+                      <div class="row-fluid">
+                                                                          
+<p>Copyright © 2015 The Apache Software Foundation. All rights reserved. Apache Singa, Apache, the Apache feather logo, and the Apache Singa project logos are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered trademarks of their respective owners.</p>
+                          </div>
+
+        
+                </div>
+    </footer>
+        </body>
+</html>

Modified: websites/staging/singa/trunk/content/docs/cnn.html
==============================================================================
--- websites/staging/singa/trunk/content/docs/cnn.html (original)
+++ websites/staging/singa/trunk/content/docs/cnn.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>
-  
-                          <a href="../docs/mlp.html" title="MLP">
-          <span class="none"></span>
-        MLP</a>
-            </li>
-                    
-      <li class="active">
-  
-            <a href="#"><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>