Modified: websites/staging/singa/trunk/content/docs/neural-net.html
==============================================================================
--- websites/staging/singa/trunk/content/docs/neural-net.html (original)
+++ websites/staging/singa/trunk/content/docs/neural-net.html Wed Sep  2 
13:40:05 2015
@@ -67,20 +67,30 @@
         <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Documentaion <b class="caret"></b></a>
         <ul class="dropdown-menu">
         
+                      <li>      <a href="../docs/overview.html"  
title="Introduction">Introduction</a>
+</li>
+                  
                       <li>      <a href="../docs/installation.html"  
title="Installation">Installation</a>
 </li>
                   
+                      <li>      <a href="../docs/quick-start.html"  
title="Quick Start">Quick Start</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>      <a href="../docs/neural-net.html"  
title="Neural Network">Neural Network</a>
 </li>
                                   <li>      <a href="../docs/layer.html"  
title="Layer">Layer</a>
 </li>
                                   <li>      <a href="../docs/param.html"  
title="Param">Param</a>
 </li>
+                                  <li>      <a 
href="../docs/train-one-batch.html"  title="TrainOneBatch">TrainOneBatch</a>
+</li>
+                                  <li>      <a href="../docs/updater.html"  
title="Updater">Updater</a>
+</li>
                               </ul>
             </li>
                   
@@ -102,8 +112,19 @@
                       <li>      <a href="../docs/checkpoint.html"  
title="Checkpoint">Checkpoint</a>
 </li>
                   
-                      <li>      <a href="../docs/examples.html"  
title="Examples">Examples</a>
+                      <li class="dropdown-submenu">
+                                      <a href="../docs/examples.html"  
title="Examples">Examples</a>
+              <ul class="dropdown-menu">
+                                  <li>      <a href="../docs/cnn.html"  
title="CNN">CNN</a>
+</li>
+                                  <li>      <a href="../docs/mlp.html"  
title="MLP">MLP</a>
 </li>
+                                  <li>      <a href="../docs/rbm.html"  
title="RBM + Auto-encoder">RBM + Auto-encoder</a>
+</li>
+                                  <li>      <a href="../docs/rnn.html"  
title="RNN">RNN</a>
+</li>
+                              </ul>
+            </li>
                   
                       <li>      <a href="../docs/debug.html"  
title="Debug">Debug</a>
 </li>
@@ -230,11 +251,25 @@
                               
       <li>
   
+                          <a href="../docs/overview.html" title="Introduction">
+          <span class="none"></span>
+        Introduction</a>
+            </li>
+                
+      <li>
+  
                           <a href="../docs/installation.html" 
title="Installation">
           <span class="none"></span>
         Installation</a>
             </li>
-                                                                               
                                   
+                
+      <li>
+  
+                          <a href="../docs/quick-start.html" title="Quick 
Start">
+          <span class="none"></span>
+        Quick Start</a>
+            </li>
+                                                                               
                                                                                
 
       <li>
   
                           <a href="../docs/programmer-guide.html" 
title="Programmer Guide">
@@ -249,12 +284,10 @@
         Model Configuration</a>
             </li>
                     
-      <li>
+      <li class="active">
   
-                          <a href="../docs/neuralnet.html" title="Neural 
Network">
-          <span class="none"></span>
-        Neural Network</a>
-            </li>
+            <a href="#"><span class="none"></span>Neural Network</a>
+          </li>
                     
       <li>
   
@@ -269,6 +302,20 @@
           <span class="none"></span>
         Param</a>
             </li>
+                    
+      <li>
+  
+                          <a href="../docs/train-one-batch.html" 
title="TrainOneBatch">
+          <span class="none"></span>
+        TrainOneBatch</a>
+            </li>
+                    
+      <li>
+  
+                          <a href="../docs/updater.html" title="Updater">
+          <span class="none"></span>
+        Updater</a>
+            </li>
               </ul>
         </li>
                                                                                
                 
@@ -315,13 +362,43 @@
           <span class="none"></span>
         Checkpoint</a>
             </li>
-                
+                                                                               
                                   
       <li>
   
                           <a href="../docs/examples.html" title="Examples">
-          <span class="none"></span>
+          <span class="icon-chevron-down"></span>
         Examples</a>
+                    <ul class="nav nav-list">
+                    
+      <li>
+  
+                          <a href="../docs/cnn.html" title="CNN">
+          <span class="none"></span>
+        CNN</a>
+            </li>
+                    
+      <li>
+  
+                          <a href="../docs/mlp.html" title="MLP">
+          <span class="none"></span>
+        MLP</a>
+            </li>
+                    
+      <li>
+  
+                          <a href="../docs/rbm.html" title="RBM + 
Auto-encoder">
+          <span class="none"></span>
+        RBM + Auto-encoder</a>
+            </li>
+                    
+      <li>
+  
+                          <a href="../docs/rnn.html" title="RNN">
+          <span class="none"></span>
+        RNN</a>
             </li>
+              </ul>
+        </li>
                 
       <li>
   
@@ -427,7 +504,7 @@
                                   
             <h1>Neural Net</h1>
 <p><tt>NeuralNet</tt> in SINGA represents an instance of user&#x2019;s neural 
net model. As the neural net typically consists of a set of layers, 
<tt>NeuralNet</tt> comprises a set of unidirectionally connected <a 
class="externalLink" 
href="http://singa.incubator.apache.org/docs/layer";>Layer</a>s. This page 
describes how to convert an user&#x2019;s neural net into the configuration of 
<tt>NeuralNet</tt>.</p>
-<p><img 
src="http://singa.incubator.apache.org/assets/image/model-category.png"; 
align="center" width="200px" alt="" /> <span><b>Figure 1 - Categorization of 
popular deep learning models.</b></span></p>
+<p><img src="http://singa.incubator.apache.org/images/model-category.png"; 
align="center" width="200px" alt="" /> <span><b>Figure 1 - Categorization of 
popular deep learning models.</b></span></p>
 <div class="section">
 <h2><a name="Net_structure_configuration"></a>Net structure configuration</h2>
 <p>Users configure the <tt>NeuralNet</tt> by listing all layers of the neural 
net and specifying each layer&#x2019;s source layer names. Popular deep 
learning models can be categorized as Figure 1. The subsequent sections give 
details for each category.</p>
@@ -435,7 +512,7 @@
 <h3><a name="Feed-forward_models"></a>Feed-forward models</h3>
 
 <div align="left">
-<img src="http://singa.incubator.apache.org/assets/image/mlp-net.png"; 
align="center" width="200px" alt="" />
+<img src="http://singa.incubator.apache.org/images/mlp-net.png"; align="center" 
width="200px" alt="" />
 <span><b>Figure 2 - Net structure of a MLP model.</b></span>
 </div>
 <p>Feed-forward models, e.g., CNN and MLP, can easily get configured as their 
layer connections are undirected without circles. The configuration for the MLP 
model shown in Figure 1 is as follows,</p>
@@ -471,7 +548,7 @@
 </pre></div></div></div>
 <div class="section">
 <h3><a name="Energy_models"></a>Energy models</h3>
-<p><img src="http://singa.incubator.apache.org/assets/image/rbm-rnn.png"; 
align="center" width="500px" alt="" /> <span><b>Figure 3 - Convert connections 
in RBM and RNN.</b></span></p>
+<p><img src="http://singa.incubator.apache.org/images/rbm-rnn.png"; 
align="center" width="500px" alt="" /> <span><b>Figure 3 - Convert connections 
in RBM and RNN.</b></span></p>
 <p>For energy models including RBM, DBM, etc., their connections are 
undirected (i.e., Category B). To represent these models using 
<tt>NeuralNet</tt>, users can simply replace each connection with two directed 
connections, as shown in Figure 3a. In other words, for each pair of connected 
layers, their source layer field should include each other&#x2019;s name. The 
full <a class="externalLink" 
href="http://singa.incubator.apache.org/docs/rbm";>RBM example</a> has detailed 
neural net configuration for a RBM model, which looks like</p>
 
 <div class="source">
@@ -513,7 +590,7 @@
 <p>A neural net can be partitioned in different ways to distribute the 
training over multiple workers.</p>
 <div class="section">
 <h3><a name="Batch_and_feature_dimension"></a>Batch and feature dimension</h3>
-<p><img src="http://singa.incubator.apache.org/assets/image/partition_fc.png"; 
align="center" width="400px" alt="" /> <span><b>Figure 4 - Partitioning of a 
fully connected layer.</b></span></p>
+<p><img src="http://singa.incubator.apache.org/images/partition_fc.png"; 
align="center" width="400px" alt="" /> <span><b>Figure 4 - Partitioning of a 
fully connected layer.</b></span></p>
 <p>Every layer&#x2019;s feature blob is considered a matrix whose rows are 
feature vectors. Thus, one layer can be split on two dimensions. Partitioning 
on dimension 0 (also called batch dimension) slices the feature matrix by rows. 
For instance, if the mini-batch size is 256 and the layer is partitioned into 2 
sub-layers, each sub-layer would have 128 feature vectors in its feature blob. 
Partitioning on this dimension has no effect on the parameters, as every <a 
class="externalLink" 
href="http://singa.incubator.apache.org/docs/param";>Param</a> object is 
replicated in the sub-layers. Partitioning on dimension 1 (also called feature 
dimension) slices the feature matrix by columns. For example, suppose the 
original feature vector has 50 units, after partitioning into 2 sub-layers, 
each sub-layer would have 25 units. This partitioning may result in <a 
class="externalLink" 
href="http://singa.incubator.apache.org/docs/param";>Param</a> object being 
split, as shown in Figure 4. Both the bi
 as vector and weight matrix are partitioned into two sub-layers.</p></div>
 <div class="section">
 <h3><a name="Partitioning_configuration"></a>Partitioning configuration</h3>
@@ -658,8 +735,7 @@ Param* paramid2param(int id) const;
 <p>SINGA partitions the neural net in <tt>CreateGraph</tt> function, which 
creates one node for each (partitioned) layer. For example, if one 
layer&#x2019;s partition dimension is 0 or 1, then it creates 
<tt>npartition</tt> nodes for it; if the partition dimension is -1, a single 
node is created, i.e., no partitioning. Each node is assigned a partition (or 
location) ID. If the original layer is configured with a location ID, then the 
ID is assigned to each newly created node. These nodes are connected according 
to the connections of the original layers. Some connection layers will be added 
automatically. For instance, if two connected sub-layers are located at two 
different workers, then a pair of bridge layers is inserted to transfer the 
feature (and gradient) blob between them. When two layers are partitioned on 
different dimensions, a concatenation layer which concatenates feature rows (or 
columns) and a slice layer which slices feature rows (or columns) would be 
inserted. These 
 connection layers help making the network communication and synchronization 
transparent to the users.</p></div>
 <div class="section">
 <h4><a name="Dispatching_partitions_to_workers"></a>Dispatching partitions to 
workers</h4>
-<p>Each (partitioned) layer is assigned a location ID, based on which it is 
dispatched to one worker. Particularly, the shared pointer to the 
<tt>NeuralNet</tt> instance is passed to every worker within the same group, 
but each worker only computes over the layers that have the same partition (or 
location) ID as the worker&#x2019;s ID. When every worker computes the 
gradients of the entire model parameters (strategy-2), we refer to this process 
as data parallelism. When different workers compute the gradients of different 
parameters (strategy-3 or strategy-1), we call this process model parallelism. 
The hybrid partitioning leads to hybrid parallelism where some workers compute 
the gradients of the same subset of model parameters while other workers 
compute on different model parameters. For example, to implement the hybrid 
parallelism in for the <a class="externalLink" 
href="http://arxiv.org/abs/1404.5997";>DCNN model</a>, we set <tt>partition_dim 
= 0</tt> for lower layers and <tt>pa
 rtition_dim = 1</tt> for higher layers.</p>
-<p>{% endcomment %}</p></div></div></div>
+<p>Each (partitioned) layer is assigned a location ID, based on which it is 
dispatched to one worker. Particularly, the shared pointer to the 
<tt>NeuralNet</tt> instance is passed to every worker within the same group, 
but each worker only computes over the layers that have the same partition (or 
location) ID as the worker&#x2019;s ID. When every worker computes the 
gradients of the entire model parameters (strategy-2), we refer to this process 
as data parallelism. When different workers compute the gradients of different 
parameters (strategy-3 or strategy-1), we call this process model parallelism. 
The hybrid partitioning leads to hybrid parallelism where some workers compute 
the gradients of the same subset of model parameters while other workers 
compute on different model parameters. For example, to implement the hybrid 
parallelism in for the <a class="externalLink" 
href="http://arxiv.org/abs/1404.5997";>DCNN model</a>, we set <tt>partition_dim 
= 0</tt> for lower layers and <tt>pa
 rtition_dim = 1</tt> for higher layers.</p></div></div></div>
                   </div>
             </div>
           </div>

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 Wed Sep  
2 13:40:05 2015
@@ -67,20 +67,30 @@
         <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Documentaion <b class="caret"></b></a>
         <ul class="dropdown-menu">
         
+                      <li>      <a href="../docs/overview.html"  
title="Introduction">Introduction</a>
+</li>
+                  
                       <li>      <a href="../docs/installation.html"  
title="Installation">Installation</a>
 </li>
                   
+                      <li>      <a href="../docs/quick-start.html"  
title="Quick Start">Quick Start</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>      <a href="../docs/neural-net.html"  
title="Neural Network">Neural Network</a>
 </li>
                                   <li>      <a href="../docs/layer.html"  
title="Layer">Layer</a>
 </li>
                                   <li>      <a href="../docs/param.html"  
title="Param">Param</a>
 </li>
+                                  <li>      <a 
href="../docs/train-one-batch.html"  title="TrainOneBatch">TrainOneBatch</a>
+</li>
+                                  <li>      <a href="../docs/updater.html"  
title="Updater">Updater</a>
+</li>
                               </ul>
             </li>
                   
@@ -102,8 +112,19 @@
                       <li>      <a href="../docs/checkpoint.html"  
title="Checkpoint">Checkpoint</a>
 </li>
                   
-                      <li>      <a href="../docs/examples.html"  
title="Examples">Examples</a>
+                      <li class="dropdown-submenu">
+                                      <a href="../docs/examples.html"  
title="Examples">Examples</a>
+              <ul class="dropdown-menu">
+                                  <li>      <a href="../docs/cnn.html"  
title="CNN">CNN</a>
 </li>
+                                  <li>      <a href="../docs/mlp.html"  
title="MLP">MLP</a>
+</li>
+                                  <li>      <a href="../docs/rbm.html"  
title="RBM + Auto-encoder">RBM + Auto-encoder</a>
+</li>
+                                  <li>      <a href="../docs/rnn.html"  
title="RNN">RNN</a>
+</li>
+                              </ul>
+            </li>
                   
                       <li>      <a href="../docs/debug.html"  
title="Debug">Debug</a>
 </li>
@@ -230,11 +251,25 @@
                               
       <li>
   
+                          <a href="../docs/overview.html" title="Introduction">
+          <span class="none"></span>
+        Introduction</a>
+            </li>
+                
+      <li>
+  
                           <a href="../docs/installation.html" 
title="Installation">
           <span class="none"></span>
         Installation</a>
             </li>
-                                                                               
                                   
+                
+      <li>
+  
+                          <a href="../docs/quick-start.html" title="Quick 
Start">
+          <span class="none"></span>
+        Quick Start</a>
+            </li>
+                                                                               
                                                                       
       <li>
   
                           <a href="../docs/programmer-guide.html" 
title="Programmer Guide">
@@ -251,7 +286,7 @@
                     
       <li>
   
-                          <a href="../docs/neuralnet.html" title="Neural 
Network">
+                          <a href="../docs/neural-net.html" title="Neural 
Network">
           <span class="none"></span>
         Neural Network</a>
             </li>
@@ -269,6 +304,20 @@
           <span class="none"></span>
         Param</a>
             </li>
+                    
+      <li>
+  
+                          <a href="../docs/train-one-batch.html" 
title="TrainOneBatch">
+          <span class="none"></span>
+        TrainOneBatch</a>
+            </li>
+                    
+      <li>
+  
+                          <a href="../docs/updater.html" title="Updater">
+          <span class="none"></span>
+        Updater</a>
+            </li>
               </ul>
         </li>
                                                                                
                 
@@ -315,13 +364,43 @@
           <span class="none"></span>
         Checkpoint</a>
             </li>
-                
+                                                                               
                                   
       <li>
   
                           <a href="../docs/examples.html" title="Examples">
-          <span class="none"></span>
+          <span class="icon-chevron-down"></span>
         Examples</a>
+                    <ul class="nav nav-list">
+                    
+      <li>
+  
+                          <a href="../docs/cnn.html" title="CNN">
+          <span class="none"></span>
+        CNN</a>
             </li>
+                    
+      <li>
+  
+                          <a href="../docs/mlp.html" title="MLP">
+          <span class="none"></span>
+        MLP</a>
+            </li>
+                    
+      <li>
+  
+                          <a href="../docs/rbm.html" title="RBM + 
Auto-encoder">
+          <span class="none"></span>
+        RBM + Auto-encoder</a>
+            </li>
+                    
+      <li>
+  
+                          <a href="../docs/rnn.html" title="RNN">
+          <span class="none"></span>
+        RNN</a>
+            </li>
+              </ul>
+        </li>
                 
       <li>
   

Modified: websites/staging/singa/trunk/content/docs/overview.html
==============================================================================
--- websites/staging/singa/trunk/content/docs/overview.html (original)
+++ websites/staging/singa/trunk/content/docs/overview.html Wed Sep  2 13:40:05 
2015
@@ -67,20 +67,30 @@
         <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Documentaion <b class="caret"></b></a>
         <ul class="dropdown-menu">
         
+                      <li>      <a href="../docs/overview.html"  
title="Introduction">Introduction</a>
+</li>
+                  
                       <li>      <a href="../docs/installation.html"  
title="Installation">Installation</a>
 </li>
                   
+                      <li>      <a href="../docs/quick-start.html"  
title="Quick Start">Quick Start</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>      <a href="../docs/neural-net.html"  
title="Neural Network">Neural Network</a>
 </li>
                                   <li>      <a href="../docs/layer.html"  
title="Layer">Layer</a>
 </li>
                                   <li>      <a href="../docs/param.html"  
title="Param">Param</a>
 </li>
+                                  <li>      <a 
href="../docs/train-one-batch.html"  title="TrainOneBatch">TrainOneBatch</a>
+</li>
+                                  <li>      <a href="../docs/updater.html"  
title="Updater">Updater</a>
+</li>
                               </ul>
             </li>
                   
@@ -102,8 +112,19 @@
                       <li>      <a href="../docs/checkpoint.html"  
title="Checkpoint">Checkpoint</a>
 </li>
                   
-                      <li>      <a href="../docs/examples.html"  
title="Examples">Examples</a>
+                      <li class="dropdown-submenu">
+                                      <a href="../docs/examples.html"  
title="Examples">Examples</a>
+              <ul class="dropdown-menu">
+                                  <li>      <a href="../docs/cnn.html"  
title="CNN">CNN</a>
 </li>
+                                  <li>      <a href="../docs/mlp.html"  
title="MLP">MLP</a>
+</li>
+                                  <li>      <a href="../docs/rbm.html"  
title="RBM + Auto-encoder">RBM + Auto-encoder</a>
+</li>
+                                  <li>      <a href="../docs/rnn.html"  
title="RNN">RNN</a>
+</li>
+                              </ul>
+            </li>
                   
                       <li>      <a href="../docs/debug.html"  
title="Debug">Debug</a>
 </li>
@@ -228,13 +249,25 @@
             </li>
                               <li class="nav-header">Documentaion</li>
                               
+      <li class="active">
+  
+            <a href="#"><span class="none"></span>Introduction</a>
+          </li>
+                
       <li>
   
                           <a href="../docs/installation.html" 
title="Installation">
           <span class="none"></span>
         Installation</a>
             </li>
-                                                                               
                                   
+                
+      <li>
+  
+                          <a href="../docs/quick-start.html" title="Quick 
Start">
+          <span class="none"></span>
+        Quick Start</a>
+            </li>
+                                                                               
                                                                       
       <li>
   
                           <a href="../docs/programmer-guide.html" 
title="Programmer Guide">
@@ -251,7 +284,7 @@
                     
       <li>
   
-                          <a href="../docs/neuralnet.html" title="Neural 
Network">
+                          <a href="../docs/neural-net.html" title="Neural 
Network">
           <span class="none"></span>
         Neural Network</a>
             </li>
@@ -269,6 +302,20 @@
           <span class="none"></span>
         Param</a>
             </li>
+                    
+      <li>
+  
+                          <a href="../docs/train-one-batch.html" 
title="TrainOneBatch">
+          <span class="none"></span>
+        TrainOneBatch</a>
+            </li>
+                    
+      <li>
+  
+                          <a href="../docs/updater.html" title="Updater">
+          <span class="none"></span>
+        Updater</a>
+            </li>
               </ul>
         </li>
                                                                                
                 
@@ -315,13 +362,43 @@
           <span class="none"></span>
         Checkpoint</a>
             </li>
-                
+                                                                               
                                   
       <li>
   
                           <a href="../docs/examples.html" title="Examples">
-          <span class="none"></span>
+          <span class="icon-chevron-down"></span>
         Examples</a>
+                    <ul class="nav nav-list">
+                    
+      <li>
+  
+                          <a href="../docs/cnn.html" title="CNN">
+          <span class="none"></span>
+        CNN</a>
             </li>
+                    
+      <li>
+  
+                          <a href="../docs/mlp.html" title="MLP">
+          <span class="none"></span>
+        MLP</a>
+            </li>
+                    
+      <li>
+  
+                          <a href="../docs/rbm.html" title="RBM + 
Auto-encoder">
+          <span class="none"></span>
+        RBM + Auto-encoder</a>
+            </li>
+                    
+      <li>
+  
+                          <a href="../docs/rnn.html" title="RNN">
+          <span class="none"></span>
+        RNN</a>
+            </li>
+              </ul>
+        </li>
                 
       <li>
   

Modified: websites/staging/singa/trunk/content/docs/param.html
==============================================================================
--- websites/staging/singa/trunk/content/docs/param.html (original)
+++ websites/staging/singa/trunk/content/docs/param.html Wed Sep  2 13:40:05 
2015
@@ -67,20 +67,30 @@
         <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Documentaion <b class="caret"></b></a>
         <ul class="dropdown-menu">
         
+                      <li>      <a href="../docs/overview.html"  
title="Introduction">Introduction</a>
+</li>
+                  
                       <li>      <a href="../docs/installation.html"  
title="Installation">Installation</a>
 </li>
                   
+                      <li>      <a href="../docs/quick-start.html"  
title="Quick Start">Quick Start</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>      <a href="../docs/neural-net.html"  
title="Neural Network">Neural Network</a>
 </li>
                                   <li>      <a href="../docs/layer.html"  
title="Layer">Layer</a>
 </li>
                                   <li>      <a href="../docs/param.html"  
title="Param">Param</a>
 </li>
+                                  <li>      <a 
href="../docs/train-one-batch.html"  title="TrainOneBatch">TrainOneBatch</a>
+</li>
+                                  <li>      <a href="../docs/updater.html"  
title="Updater">Updater</a>
+</li>
                               </ul>
             </li>
                   
@@ -102,8 +112,19 @@
                       <li>      <a href="../docs/checkpoint.html"  
title="Checkpoint">Checkpoint</a>
 </li>
                   
-                      <li>      <a href="../docs/examples.html"  
title="Examples">Examples</a>
+                      <li class="dropdown-submenu">
+                                      <a href="../docs/examples.html"  
title="Examples">Examples</a>
+              <ul class="dropdown-menu">
+                                  <li>      <a href="../docs/cnn.html"  
title="CNN">CNN</a>
 </li>
+                                  <li>      <a href="../docs/mlp.html"  
title="MLP">MLP</a>
+</li>
+                                  <li>      <a href="../docs/rbm.html"  
title="RBM + Auto-encoder">RBM + Auto-encoder</a>
+</li>
+                                  <li>      <a href="../docs/rnn.html"  
title="RNN">RNN</a>
+</li>
+                              </ul>
+            </li>
                   
                       <li>      <a href="../docs/debug.html"  
title="Debug">Debug</a>
 </li>
@@ -230,11 +251,25 @@
                               
       <li>
   
+                          <a href="../docs/overview.html" title="Introduction">
+          <span class="none"></span>
+        Introduction</a>
+            </li>
+                
+      <li>
+  
                           <a href="../docs/installation.html" 
title="Installation">
           <span class="none"></span>
         Installation</a>
             </li>
-                                                                               
                                             
+                
+      <li>
+  
+                          <a href="../docs/quick-start.html" title="Quick 
Start">
+          <span class="none"></span>
+        Quick Start</a>
+            </li>
+                                                                               
                                                                                
 
       <li>
   
                           <a href="../docs/programmer-guide.html" 
title="Programmer Guide">
@@ -251,7 +286,7 @@
                     
       <li>
   
-                          <a href="../docs/neuralnet.html" title="Neural 
Network">
+                          <a href="../docs/neural-net.html" title="Neural 
Network">
           <span class="none"></span>
         Neural Network</a>
             </li>
@@ -267,6 +302,20 @@
   
             <a href="#"><span class="none"></span>Param</a>
           </li>
+                    
+      <li>
+  
+                          <a href="../docs/train-one-batch.html" 
title="TrainOneBatch">
+          <span class="none"></span>
+        TrainOneBatch</a>
+            </li>
+                    
+      <li>
+  
+                          <a href="../docs/updater.html" title="Updater">
+          <span class="none"></span>
+        Updater</a>
+            </li>
               </ul>
         </li>
                                                                                
                 
@@ -313,13 +362,43 @@
           <span class="none"></span>
         Checkpoint</a>
             </li>
-                
+                                                                               
                                   
       <li>
   
                           <a href="../docs/examples.html" title="Examples">
-          <span class="none"></span>
+          <span class="icon-chevron-down"></span>
         Examples</a>
+                    <ul class="nav nav-list">
+                    
+      <li>
+  
+                          <a href="../docs/cnn.html" title="CNN">
+          <span class="none"></span>
+        CNN</a>
+            </li>
+                    
+      <li>
+  
+                          <a href="../docs/mlp.html" title="MLP">
+          <span class="none"></span>
+        MLP</a>
+            </li>
+                    
+      <li>
+  
+                          <a href="../docs/rbm.html" title="RBM + 
Auto-encoder">
+          <span class="none"></span>
+        RBM + Auto-encoder</a>
             </li>
+                    
+      <li>
+  
+                          <a href="../docs/rnn.html" title="RNN">
+          <span class="none"></span>
+        RNN</a>
+            </li>
+              </ul>
+        </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 Wed Sep  2 
13:40:05 2015
@@ -67,20 +67,30 @@
         <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Documentaion <b class="caret"></b></a>
         <ul class="dropdown-menu">
         
+                      <li>      <a href="../docs/overview.html"  
title="Introduction">Introduction</a>
+</li>
+                  
                       <li>      <a href="../docs/installation.html"  
title="Installation">Installation</a>
 </li>
                   
+                      <li>      <a href="../docs/quick-start.html"  
title="Quick Start">Quick Start</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>      <a href="../docs/neural-net.html"  
title="Neural Network">Neural Network</a>
 </li>
                                   <li>      <a href="../docs/layer.html"  
title="Layer">Layer</a>
 </li>
                                   <li>      <a href="../docs/param.html"  
title="Param">Param</a>
 </li>
+                                  <li>      <a 
href="../docs/train-one-batch.html"  title="TrainOneBatch">TrainOneBatch</a>
+</li>
+                                  <li>      <a href="../docs/updater.html"  
title="Updater">Updater</a>
+</li>
                               </ul>
             </li>
                   
@@ -102,8 +112,19 @@
                       <li>      <a href="../docs/checkpoint.html"  
title="Checkpoint">Checkpoint</a>
 </li>
                   
-                      <li>      <a href="../docs/examples.html"  
title="Examples">Examples</a>
+                      <li class="dropdown-submenu">
+                                      <a href="../docs/examples.html"  
title="Examples">Examples</a>
+              <ul class="dropdown-menu">
+                                  <li>      <a href="../docs/cnn.html"  
title="CNN">CNN</a>
 </li>
+                                  <li>      <a href="../docs/mlp.html"  
title="MLP">MLP</a>
+</li>
+                                  <li>      <a href="../docs/rbm.html"  
title="RBM + Auto-encoder">RBM + Auto-encoder</a>
+</li>
+                                  <li>      <a href="../docs/rnn.html"  
title="RNN">RNN</a>
+</li>
+                              </ul>
+            </li>
                   
                       <li>      <a href="../docs/debug.html"  
title="Debug">Debug</a>
 </li>
@@ -230,11 +251,25 @@
                               
       <li>
   
+                          <a href="../docs/overview.html" title="Introduction">
+          <span class="none"></span>
+        Introduction</a>
+            </li>
+                
+      <li>
+  
                           <a href="../docs/installation.html" 
title="Installation">
           <span class="none"></span>
         Installation</a>
             </li>
-                                                                               
                                       
+                
+      <li>
+  
+                          <a href="../docs/quick-start.html" title="Quick 
Start">
+          <span class="none"></span>
+        Quick Start</a>
+            </li>
+                                                                               
                                                                           
       <li class="active">
   
             <a href="#"><span class="icon-chevron-down"></span>Programmer 
Guide</a>
@@ -249,7 +284,7 @@
                     
       <li>
   
-                          <a href="../docs/neuralnet.html" title="Neural 
Network">
+                          <a href="../docs/neural-net.html" title="Neural 
Network">
           <span class="none"></span>
         Neural Network</a>
             </li>
@@ -267,6 +302,20 @@
           <span class="none"></span>
         Param</a>
             </li>
+                    
+      <li>
+  
+                          <a href="../docs/train-one-batch.html" 
title="TrainOneBatch">
+          <span class="none"></span>
+        TrainOneBatch</a>
+            </li>
+                    
+      <li>
+  
+                          <a href="../docs/updater.html" title="Updater">
+          <span class="none"></span>
+        Updater</a>
+            </li>
               </ul>
         </li>
                                                                                
                 
@@ -313,13 +362,43 @@
           <span class="none"></span>
         Checkpoint</a>
             </li>
-                
+                                                                               
                                   
       <li>
   
                           <a href="../docs/examples.html" title="Examples">
-          <span class="none"></span>
+          <span class="icon-chevron-down"></span>
         Examples</a>
+                    <ul class="nav nav-list">
+                    
+      <li>
+  
+                          <a href="../docs/cnn.html" title="CNN">
+          <span class="none"></span>
+        CNN</a>
+            </li>
+                    
+      <li>
+  
+                          <a href="../docs/mlp.html" title="MLP">
+          <span class="none"></span>
+        MLP</a>
+            </li>
+                    
+      <li>
+  
+                          <a href="../docs/rbm.html" title="RBM + 
Auto-encoder">
+          <span class="none"></span>
+        RBM + Auto-encoder</a>
             </li>
+                    
+      <li>
+  
+                          <a href="../docs/rnn.html" title="RNN">
+          <span class="none"></span>
+        RNN</a>
+            </li>
+              </ul>
+        </li>
                 
       <li>
   

Modified: websites/staging/singa/trunk/content/docs/programming-guide.html
==============================================================================
--- websites/staging/singa/trunk/content/docs/programming-guide.html (original)
+++ websites/staging/singa/trunk/content/docs/programming-guide.html Wed Sep  2 
13:40:05 2015
@@ -67,20 +67,30 @@
         <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Documentaion <b class="caret"></b></a>
         <ul class="dropdown-menu">
         
+                      <li>      <a href="../docs/overview.html"  
title="Introduction">Introduction</a>
+</li>
+                  
                       <li>      <a href="../docs/installation.html"  
title="Installation">Installation</a>
 </li>
                   
+                      <li>      <a href="../docs/quick-start.html"  
title="Quick Start">Quick Start</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>      <a href="../docs/neural-net.html"  
title="Neural Network">Neural Network</a>
 </li>
                                   <li>      <a href="../docs/layer.html"  
title="Layer">Layer</a>
 </li>
                                   <li>      <a href="../docs/param.html"  
title="Param">Param</a>
 </li>
+                                  <li>      <a 
href="../docs/train-one-batch.html"  title="TrainOneBatch">TrainOneBatch</a>
+</li>
+                                  <li>      <a href="../docs/updater.html"  
title="Updater">Updater</a>
+</li>
                               </ul>
             </li>
                   
@@ -102,8 +112,19 @@
                       <li>      <a href="../docs/checkpoint.html"  
title="Checkpoint">Checkpoint</a>
 </li>
                   
-                      <li>      <a href="../docs/examples.html"  
title="Examples">Examples</a>
+                      <li class="dropdown-submenu">
+                                      <a href="../docs/examples.html"  
title="Examples">Examples</a>
+              <ul class="dropdown-menu">
+                                  <li>      <a href="../docs/cnn.html"  
title="CNN">CNN</a>
 </li>
+                                  <li>      <a href="../docs/mlp.html"  
title="MLP">MLP</a>
+</li>
+                                  <li>      <a href="../docs/rbm.html"  
title="RBM + Auto-encoder">RBM + Auto-encoder</a>
+</li>
+                                  <li>      <a href="../docs/rnn.html"  
title="RNN">RNN</a>
+</li>
+                              </ul>
+            </li>
                   
                       <li>      <a href="../docs/debug.html"  
title="Debug">Debug</a>
 </li>
@@ -230,11 +251,25 @@
                               
       <li>
   
+                          <a href="../docs/overview.html" title="Introduction">
+          <span class="none"></span>
+        Introduction</a>
+            </li>
+                
+      <li>
+  
                           <a href="../docs/installation.html" 
title="Installation">
           <span class="none"></span>
         Installation</a>
             </li>
-                                                                               
                                   
+                
+      <li>
+  
+                          <a href="../docs/quick-start.html" title="Quick 
Start">
+          <span class="none"></span>
+        Quick Start</a>
+            </li>
+                                                                               
                                                                       
       <li>
   
                           <a href="../docs/programmer-guide.html" 
title="Programmer Guide">
@@ -251,7 +286,7 @@
                     
       <li>
   
-                          <a href="../docs/neuralnet.html" title="Neural 
Network">
+                          <a href="../docs/neural-net.html" title="Neural 
Network">
           <span class="none"></span>
         Neural Network</a>
             </li>
@@ -269,6 +304,20 @@
           <span class="none"></span>
         Param</a>
             </li>
+                    
+      <li>
+  
+                          <a href="../docs/train-one-batch.html" 
title="TrainOneBatch">
+          <span class="none"></span>
+        TrainOneBatch</a>
+            </li>
+                    
+      <li>
+  
+                          <a href="../docs/updater.html" title="Updater">
+          <span class="none"></span>
+        Updater</a>
+            </li>
               </ul>
         </li>
                                                                                
                 
@@ -315,13 +364,43 @@
           <span class="none"></span>
         Checkpoint</a>
             </li>
-                
+                                                                               
                                   
       <li>
   
                           <a href="../docs/examples.html" title="Examples">
-          <span class="none"></span>
+          <span class="icon-chevron-down"></span>
         Examples</a>
+                    <ul class="nav nav-list">
+                    
+      <li>
+  
+                          <a href="../docs/cnn.html" title="CNN">
+          <span class="none"></span>
+        CNN</a>
             </li>
+                    
+      <li>
+  
+                          <a href="../docs/mlp.html" title="MLP">
+          <span class="none"></span>
+        MLP</a>
+            </li>
+                    
+      <li>
+  
+                          <a href="../docs/rbm.html" title="RBM + 
Auto-encoder">
+          <span class="none"></span>
+        RBM + Auto-encoder</a>
+            </li>
+                    
+      <li>
+  
+                          <a href="../docs/rnn.html" title="RNN">
+          <span class="none"></span>
+        RNN</a>
+            </li>
+              </ul>
+        </li>
                 
       <li>
   

Modified: websites/staging/singa/trunk/content/docs/quick-start.html
==============================================================================
--- websites/staging/singa/trunk/content/docs/quick-start.html (original)
+++ websites/staging/singa/trunk/content/docs/quick-start.html Wed Sep  2 
13:40:05 2015
@@ -67,20 +67,30 @@
         <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Documentaion <b class="caret"></b></a>
         <ul class="dropdown-menu">
         
+                      <li>      <a href="../docs/overview.html"  
title="Introduction">Introduction</a>
+</li>
+                  
                       <li>      <a href="../docs/installation.html"  
title="Installation">Installation</a>
 </li>
                   
+                      <li>      <a href="../docs/quick-start.html"  
title="Quick Start">Quick Start</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>      <a href="../docs/neural-net.html"  
title="Neural Network">Neural Network</a>
 </li>
                                   <li>      <a href="../docs/layer.html"  
title="Layer">Layer</a>
 </li>
                                   <li>      <a href="../docs/param.html"  
title="Param">Param</a>
 </li>
+                                  <li>      <a 
href="../docs/train-one-batch.html"  title="TrainOneBatch">TrainOneBatch</a>
+</li>
+                                  <li>      <a href="../docs/updater.html"  
title="Updater">Updater</a>
+</li>
                               </ul>
             </li>
                   
@@ -102,8 +112,19 @@
                       <li>      <a href="../docs/checkpoint.html"  
title="Checkpoint">Checkpoint</a>
 </li>
                   
-                      <li>      <a href="../docs/examples.html"  
title="Examples">Examples</a>
+                      <li class="dropdown-submenu">
+                                      <a href="../docs/examples.html"  
title="Examples">Examples</a>
+              <ul class="dropdown-menu">
+                                  <li>      <a href="../docs/cnn.html"  
title="CNN">CNN</a>
 </li>
+                                  <li>      <a href="../docs/mlp.html"  
title="MLP">MLP</a>
+</li>
+                                  <li>      <a href="../docs/rbm.html"  
title="RBM + Auto-encoder">RBM + Auto-encoder</a>
+</li>
+                                  <li>      <a href="../docs/rnn.html"  
title="RNN">RNN</a>
+</li>
+                              </ul>
+            </li>
                   
                       <li>      <a href="../docs/debug.html"  
title="Debug">Debug</a>
 </li>
@@ -230,11 +251,23 @@
                               
       <li>
   
+                          <a href="../docs/overview.html" title="Introduction">
+          <span class="none"></span>
+        Introduction</a>
+            </li>
+                
+      <li>
+  
                           <a href="../docs/installation.html" 
title="Installation">
           <span class="none"></span>
         Installation</a>
             </li>
-                                                                               
                                   
+                
+      <li class="active">
+  
+            <a href="#"><span class="none"></span>Quick Start</a>
+          </li>
+                                                                               
                                                                       
       <li>
   
                           <a href="../docs/programmer-guide.html" 
title="Programmer Guide">
@@ -251,7 +284,7 @@
                     
       <li>
   
-                          <a href="../docs/neuralnet.html" title="Neural 
Network">
+                          <a href="../docs/neural-net.html" title="Neural 
Network">
           <span class="none"></span>
         Neural Network</a>
             </li>
@@ -269,6 +302,20 @@
           <span class="none"></span>
         Param</a>
             </li>
+                    
+      <li>
+  
+                          <a href="../docs/train-one-batch.html" 
title="TrainOneBatch">
+          <span class="none"></span>
+        TrainOneBatch</a>
+            </li>
+                    
+      <li>
+  
+                          <a href="../docs/updater.html" title="Updater">
+          <span class="none"></span>
+        Updater</a>
+            </li>
               </ul>
         </li>
                                                                                
                 
@@ -315,13 +362,43 @@
           <span class="none"></span>
         Checkpoint</a>
             </li>
-                
+                                                                               
                                   
       <li>
   
                           <a href="../docs/examples.html" title="Examples">
-          <span class="none"></span>
+          <span class="icon-chevron-down"></span>
         Examples</a>
+                    <ul class="nav nav-list">
+                    
+      <li>
+  
+                          <a href="../docs/cnn.html" title="CNN">
+          <span class="none"></span>
+        CNN</a>
             </li>
+                    
+      <li>
+  
+                          <a href="../docs/mlp.html" title="MLP">
+          <span class="none"></span>
+        MLP</a>
+            </li>
+                    
+      <li>
+  
+                          <a href="../docs/rbm.html" title="RBM + 
Auto-encoder">
+          <span class="none"></span>
+        RBM + Auto-encoder</a>
+            </li>
+                    
+      <li>
+  
+                          <a href="../docs/rnn.html" title="RNN">
+          <span class="none"></span>
+        RNN</a>
+            </li>
+              </ul>
+        </li>
                 
       <li>
   

Modified: websites/staging/singa/trunk/content/docs/rbm.html
==============================================================================
--- websites/staging/singa/trunk/content/docs/rbm.html (original)
+++ websites/staging/singa/trunk/content/docs/rbm.html Wed Sep  2 13:40:05 2015
@@ -67,20 +67,30 @@
         <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Documentaion <b class="caret"></b></a>
         <ul class="dropdown-menu">
         
+                      <li>      <a href="../docs/overview.html"  
title="Introduction">Introduction</a>
+</li>
+                  
                       <li>      <a href="../docs/installation.html"  
title="Installation">Installation</a>
 </li>
                   
+                      <li>      <a href="../docs/quick-start.html"  
title="Quick Start">Quick Start</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>      <a href="../docs/neural-net.html"  
title="Neural Network">Neural Network</a>
 </li>
                                   <li>      <a href="../docs/layer.html"  
title="Layer">Layer</a>
 </li>
                                   <li>      <a href="../docs/param.html"  
title="Param">Param</a>
 </li>
+                                  <li>      <a 
href="../docs/train-one-batch.html"  title="TrainOneBatch">TrainOneBatch</a>
+</li>
+                                  <li>      <a href="../docs/updater.html"  
title="Updater">Updater</a>
+</li>
                               </ul>
             </li>
                   
@@ -102,8 +112,19 @@
                       <li>      <a href="../docs/checkpoint.html"  
title="Checkpoint">Checkpoint</a>
 </li>
                   
-                      <li>      <a href="../docs/examples.html"  
title="Examples">Examples</a>
+                      <li class="dropdown-submenu">
+                                      <a href="../docs/examples.html"  
title="Examples">Examples</a>
+              <ul class="dropdown-menu">
+                                  <li>      <a href="../docs/cnn.html"  
title="CNN">CNN</a>
 </li>
+                                  <li>      <a href="../docs/mlp.html"  
title="MLP">MLP</a>
+</li>
+                                  <li>      <a href="../docs/rbm.html"  
title="RBM + Auto-encoder">RBM + Auto-encoder</a>
+</li>
+                                  <li>      <a href="../docs/rnn.html"  
title="RNN">RNN</a>
+</li>
+                              </ul>
+            </li>
                   
                       <li>      <a href="../docs/debug.html"  
title="Debug">Debug</a>
 </li>
@@ -230,11 +251,25 @@
                               
       <li>
   
+                          <a href="../docs/overview.html" title="Introduction">
+          <span class="none"></span>
+        Introduction</a>
+            </li>
+                
+      <li>
+  
                           <a href="../docs/installation.html" 
title="Installation">
           <span class="none"></span>
         Installation</a>
             </li>
-                                                                               
                                   
+                
+      <li>
+  
+                          <a href="../docs/quick-start.html" title="Quick 
Start">
+          <span class="none"></span>
+        Quick Start</a>
+            </li>
+                                                                               
                                                                       
       <li>
   
                           <a href="../docs/programmer-guide.html" 
title="Programmer Guide">
@@ -251,7 +286,7 @@
                     
       <li>
   
-                          <a href="../docs/neuralnet.html" title="Neural 
Network">
+                          <a href="../docs/neural-net.html" title="Neural 
Network">
           <span class="none"></span>
         Neural Network</a>
             </li>
@@ -269,6 +304,20 @@
           <span class="none"></span>
         Param</a>
             </li>
+                    
+      <li>
+  
+                          <a href="../docs/train-one-batch.html" 
title="TrainOneBatch">
+          <span class="none"></span>
+        TrainOneBatch</a>
+            </li>
+                    
+      <li>
+  
+                          <a href="../docs/updater.html" title="Updater">
+          <span class="none"></span>
+        Updater</a>
+            </li>
               </ul>
         </li>
                                                                                
                 
@@ -315,13 +364,41 @@
           <span class="none"></span>
         Checkpoint</a>
             </li>
-                
+                                                                               
                                             
       <li>
   
                           <a href="../docs/examples.html" title="Examples">
-          <span class="none"></span>
+          <span class="icon-chevron-down"></span>
         Examples</a>
+                    <ul class="nav nav-list">
+                    
+      <li>
+  
+                          <a href="../docs/cnn.html" title="CNN">
+          <span class="none"></span>
+        CNN</a>
             </li>
+                    
+      <li>
+  
+                          <a href="../docs/mlp.html" title="MLP">
+          <span class="none"></span>
+        MLP</a>
+            </li>
+                    
+      <li class="active">
+  
+            <a href="#"><span class="none"></span>RBM + Auto-encoder</a>
+          </li>
+                    
+      <li>
+  
+                          <a href="../docs/rnn.html" title="RNN">
+          <span class="none"></span>
+        RNN</a>
+            </li>
+              </ul>
+        </li>
                 
       <li>
   

Modified: websites/staging/singa/trunk/content/docs/rnn.html
==============================================================================
--- websites/staging/singa/trunk/content/docs/rnn.html (original)
+++ websites/staging/singa/trunk/content/docs/rnn.html Wed Sep  2 13:40:05 2015
@@ -67,20 +67,30 @@
         <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Documentaion <b class="caret"></b></a>
         <ul class="dropdown-menu">
         
+                      <li>      <a href="../docs/overview.html"  
title="Introduction">Introduction</a>
+</li>
+                  
                       <li>      <a href="../docs/installation.html"  
title="Installation">Installation</a>
 </li>
                   
+                      <li>      <a href="../docs/quick-start.html"  
title="Quick Start">Quick Start</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>      <a href="../docs/neural-net.html"  
title="Neural Network">Neural Network</a>
 </li>
                                   <li>      <a href="../docs/layer.html"  
title="Layer">Layer</a>
 </li>
                                   <li>      <a href="../docs/param.html"  
title="Param">Param</a>
 </li>
+                                  <li>      <a 
href="../docs/train-one-batch.html"  title="TrainOneBatch">TrainOneBatch</a>
+</li>
+                                  <li>      <a href="../docs/updater.html"  
title="Updater">Updater</a>
+</li>
                               </ul>
             </li>
                   
@@ -102,8 +112,19 @@
                       <li>      <a href="../docs/checkpoint.html"  
title="Checkpoint">Checkpoint</a>
 </li>
                   
-                      <li>      <a href="../docs/examples.html"  
title="Examples">Examples</a>
+                      <li class="dropdown-submenu">
+                                      <a href="../docs/examples.html"  
title="Examples">Examples</a>
+              <ul class="dropdown-menu">
+                                  <li>      <a href="../docs/cnn.html"  
title="CNN">CNN</a>
 </li>
+                                  <li>      <a href="../docs/mlp.html"  
title="MLP">MLP</a>
+</li>
+                                  <li>      <a href="../docs/rbm.html"  
title="RBM + Auto-encoder">RBM + Auto-encoder</a>
+</li>
+                                  <li>      <a href="../docs/rnn.html"  
title="RNN">RNN</a>
+</li>
+                              </ul>
+            </li>
                   
                       <li>      <a href="../docs/debug.html"  
title="Debug">Debug</a>
 </li>
@@ -230,11 +251,25 @@
                               
       <li>
   
+                          <a href="../docs/overview.html" title="Introduction">
+          <span class="none"></span>
+        Introduction</a>
+            </li>
+                
+      <li>
+  
                           <a href="../docs/installation.html" 
title="Installation">
           <span class="none"></span>
         Installation</a>
             </li>
-                                                                               
                                   
+                
+      <li>
+  
+                          <a href="../docs/quick-start.html" title="Quick 
Start">
+          <span class="none"></span>
+        Quick Start</a>
+            </li>
+                                                                               
                                                                       
       <li>
   
                           <a href="../docs/programmer-guide.html" 
title="Programmer Guide">
@@ -251,7 +286,7 @@
                     
       <li>
   
-                          <a href="../docs/neuralnet.html" title="Neural 
Network">
+                          <a href="../docs/neural-net.html" title="Neural 
Network">
           <span class="none"></span>
         Neural Network</a>
             </li>
@@ -269,6 +304,20 @@
           <span class="none"></span>
         Param</a>
             </li>
+                    
+      <li>
+  
+                          <a href="../docs/train-one-batch.html" 
title="TrainOneBatch">
+          <span class="none"></span>
+        TrainOneBatch</a>
+            </li>
+                    
+      <li>
+  
+                          <a href="../docs/updater.html" title="Updater">
+          <span class="none"></span>
+        Updater</a>
+            </li>
               </ul>
         </li>
                                                                                
                 
@@ -315,13 +364,41 @@
           <span class="none"></span>
         Checkpoint</a>
             </li>
-                
+                                                                               
                                             
       <li>
   
                           <a href="../docs/examples.html" title="Examples">
-          <span class="none"></span>
+          <span class="icon-chevron-down"></span>
         Examples</a>
+                    <ul class="nav nav-list">
+                    
+      <li>
+  
+                          <a href="../docs/cnn.html" title="CNN">
+          <span class="none"></span>
+        CNN</a>
             </li>
+                    
+      <li>
+  
+                          <a href="../docs/mlp.html" title="MLP">
+          <span class="none"></span>
+        MLP</a>
+            </li>
+                    
+      <li>
+  
+                          <a href="../docs/rbm.html" title="RBM + 
Auto-encoder">
+          <span class="none"></span>
+        RBM + Auto-encoder</a>
+            </li>
+                    
+      <li class="active">
+  
+            <a href="#"><span class="none"></span>RNN</a>
+          </li>
+              </ul>
+        </li>
                 
       <li>
   

Modified: websites/staging/singa/trunk/content/docs/train-one-batch.html
==============================================================================
--- websites/staging/singa/trunk/content/docs/train-one-batch.html (original)
+++ websites/staging/singa/trunk/content/docs/train-one-batch.html Wed Sep  2 
13:40:05 2015
@@ -67,20 +67,30 @@
         <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Documentaion <b class="caret"></b></a>
         <ul class="dropdown-menu">
         
+                      <li>      <a href="../docs/overview.html"  
title="Introduction">Introduction</a>
+</li>
+                  
                       <li>      <a href="../docs/installation.html"  
title="Installation">Installation</a>
 </li>
                   
+                      <li>      <a href="../docs/quick-start.html"  
title="Quick Start">Quick Start</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>      <a href="../docs/neural-net.html"  
title="Neural Network">Neural Network</a>
 </li>
                                   <li>      <a href="../docs/layer.html"  
title="Layer">Layer</a>
 </li>
                                   <li>      <a href="../docs/param.html"  
title="Param">Param</a>
 </li>
+                                  <li>      <a 
href="../docs/train-one-batch.html"  title="TrainOneBatch">TrainOneBatch</a>
+</li>
+                                  <li>      <a href="../docs/updater.html"  
title="Updater">Updater</a>
+</li>
                               </ul>
             </li>
                   
@@ -102,8 +112,19 @@
                       <li>      <a href="../docs/checkpoint.html"  
title="Checkpoint">Checkpoint</a>
 </li>
                   
-                      <li>      <a href="../docs/examples.html"  
title="Examples">Examples</a>
+                      <li class="dropdown-submenu">
+                                      <a href="../docs/examples.html"  
title="Examples">Examples</a>
+              <ul class="dropdown-menu">
+                                  <li>      <a href="../docs/cnn.html"  
title="CNN">CNN</a>
 </li>
+                                  <li>      <a href="../docs/mlp.html"  
title="MLP">MLP</a>
+</li>
+                                  <li>      <a href="../docs/rbm.html"  
title="RBM + Auto-encoder">RBM + Auto-encoder</a>
+</li>
+                                  <li>      <a href="../docs/rnn.html"  
title="RNN">RNN</a>
+</li>
+                              </ul>
+            </li>
                   
                       <li>      <a href="../docs/debug.html"  
title="Debug">Debug</a>
 </li>
@@ -230,11 +251,25 @@
                               
       <li>
   
+                          <a href="../docs/overview.html" title="Introduction">
+          <span class="none"></span>
+        Introduction</a>
+            </li>
+                
+      <li>
+  
                           <a href="../docs/installation.html" 
title="Installation">
           <span class="none"></span>
         Installation</a>
             </li>
-                                                                               
                                   
+                
+      <li>
+  
+                          <a href="../docs/quick-start.html" title="Quick 
Start">
+          <span class="none"></span>
+        Quick Start</a>
+            </li>
+                                                                               
                                                                                
 
       <li>
   
                           <a href="../docs/programmer-guide.html" 
title="Programmer Guide">
@@ -251,7 +286,7 @@
                     
       <li>
   
-                          <a href="../docs/neuralnet.html" title="Neural 
Network">
+                          <a href="../docs/neural-net.html" title="Neural 
Network">
           <span class="none"></span>
         Neural Network</a>
             </li>
@@ -269,6 +304,18 @@
           <span class="none"></span>
         Param</a>
             </li>
+                    
+      <li class="active">
+  
+            <a href="#"><span class="none"></span>TrainOneBatch</a>
+          </li>
+                    
+      <li>
+  
+                          <a href="../docs/updater.html" title="Updater">
+          <span class="none"></span>
+        Updater</a>
+            </li>
               </ul>
         </li>
                                                                                
                 
@@ -315,13 +362,43 @@
           <span class="none"></span>
         Checkpoint</a>
             </li>
-                
+                                                                               
                                   
       <li>
   
                           <a href="../docs/examples.html" title="Examples">
-          <span class="none"></span>
+          <span class="icon-chevron-down"></span>
         Examples</a>
+                    <ul class="nav nav-list">
+                    
+      <li>
+  
+                          <a href="../docs/cnn.html" title="CNN">
+          <span class="none"></span>
+        CNN</a>
             </li>
+                    
+      <li>
+  
+                          <a href="../docs/mlp.html" title="MLP">
+          <span class="none"></span>
+        MLP</a>
+            </li>
+                    
+      <li>
+  
+                          <a href="../docs/rbm.html" title="RBM + 
Auto-encoder">
+          <span class="none"></span>
+        RBM + Auto-encoder</a>
+            </li>
+                    
+      <li>
+  
+                          <a href="../docs/rnn.html" title="RNN">
+          <span class="none"></span>
+        RNN</a>
+            </li>
+              </ul>
+        </li>
                 
       <li>
   

Modified: websites/staging/singa/trunk/content/docs/updater.html
==============================================================================
--- websites/staging/singa/trunk/content/docs/updater.html (original)
+++ websites/staging/singa/trunk/content/docs/updater.html Wed Sep  2 13:40:05 
2015
@@ -67,20 +67,30 @@
         <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Documentaion <b class="caret"></b></a>
         <ul class="dropdown-menu">
         
+                      <li>      <a href="../docs/overview.html"  
title="Introduction">Introduction</a>
+</li>
+                  
                       <li>      <a href="../docs/installation.html"  
title="Installation">Installation</a>
 </li>
                   
+                      <li>      <a href="../docs/quick-start.html"  
title="Quick Start">Quick Start</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>      <a href="../docs/neural-net.html"  
title="Neural Network">Neural Network</a>
 </li>
                                   <li>      <a href="../docs/layer.html"  
title="Layer">Layer</a>
 </li>
                                   <li>      <a href="../docs/param.html"  
title="Param">Param</a>
 </li>
+                                  <li>      <a 
href="../docs/train-one-batch.html"  title="TrainOneBatch">TrainOneBatch</a>
+</li>
+                                  <li>      <a href="../docs/updater.html"  
title="Updater">Updater</a>
+</li>
                               </ul>
             </li>
                   
@@ -102,8 +112,19 @@
                       <li>      <a href="../docs/checkpoint.html"  
title="Checkpoint">Checkpoint</a>
 </li>
                   
-                      <li>      <a href="../docs/examples.html"  
title="Examples">Examples</a>
+                      <li class="dropdown-submenu">
+                                      <a href="../docs/examples.html"  
title="Examples">Examples</a>
+              <ul class="dropdown-menu">
+                                  <li>      <a href="../docs/cnn.html"  
title="CNN">CNN</a>
 </li>
+                                  <li>      <a href="../docs/mlp.html"  
title="MLP">MLP</a>
+</li>
+                                  <li>      <a href="../docs/rbm.html"  
title="RBM + Auto-encoder">RBM + Auto-encoder</a>
+</li>
+                                  <li>      <a href="../docs/rnn.html"  
title="RNN">RNN</a>
+</li>
+                              </ul>
+            </li>
                   
                       <li>      <a href="../docs/debug.html"  
title="Debug">Debug</a>
 </li>
@@ -230,11 +251,25 @@
                               
       <li>
   
+                          <a href="../docs/overview.html" title="Introduction">
+          <span class="none"></span>
+        Introduction</a>
+            </li>
+                
+      <li>
+  
                           <a href="../docs/installation.html" 
title="Installation">
           <span class="none"></span>
         Installation</a>
             </li>
-                                                                               
                                   
+                
+      <li>
+  
+                          <a href="../docs/quick-start.html" title="Quick 
Start">
+          <span class="none"></span>
+        Quick Start</a>
+            </li>
+                                                                               
                                                                                
 
       <li>
   
                           <a href="../docs/programmer-guide.html" 
title="Programmer Guide">
@@ -251,7 +286,7 @@
                     
       <li>
   
-                          <a href="../docs/neuralnet.html" title="Neural 
Network">
+                          <a href="../docs/neural-net.html" title="Neural 
Network">
           <span class="none"></span>
         Neural Network</a>
             </li>
@@ -269,6 +304,18 @@
           <span class="none"></span>
         Param</a>
             </li>
+                    
+      <li>
+  
+                          <a href="../docs/train-one-batch.html" 
title="TrainOneBatch">
+          <span class="none"></span>
+        TrainOneBatch</a>
+            </li>
+                    
+      <li class="active">
+  
+            <a href="#"><span class="none"></span>Updater</a>
+          </li>
               </ul>
         </li>
                                                                                
                 
@@ -315,13 +362,43 @@
           <span class="none"></span>
         Checkpoint</a>
             </li>
-                
+                                                                               
                                   
       <li>
   
                           <a href="../docs/examples.html" title="Examples">
-          <span class="none"></span>
+          <span class="icon-chevron-down"></span>
         Examples</a>
+                    <ul class="nav nav-list">
+                    
+      <li>
+  
+                          <a href="../docs/cnn.html" title="CNN">
+          <span class="none"></span>
+        CNN</a>
             </li>
+                    
+      <li>
+  
+                          <a href="../docs/mlp.html" title="MLP">
+          <span class="none"></span>
+        MLP</a>
+            </li>
+                    
+      <li>
+  
+                          <a href="../docs/rbm.html" title="RBM + 
Auto-encoder">
+          <span class="none"></span>
+        RBM + Auto-encoder</a>
+            </li>
+                    
+      <li>
+  
+                          <a href="../docs/rnn.html" title="RNN">
+          <span class="none"></span>
+        RNN</a>
+            </li>
+              </ul>
+        </li>
                 
       <li>
   


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