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From wang...@apache.org
Subject svn commit: r1782721 [22/24] - in /incubator/singa/site/trunk/v1.1.0: ./ _sources/ _sources/community/ _sources/develop/ _sources/docs/ _sources/docs/examples/ _sources/docs/examples/caffe/ _sources/docs/examples/char-rnn/ _sources/docs/examples/cifar1...
Date Mon, 13 Feb 2017 05:13:22 GMT
Added: incubator/singa/site/trunk/v1.1.0/downloads.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/v1.1.0/downloads.html?rev=1782721&view=auto
==============================================================================
--- incubator/singa/site/trunk/v1.1.0/downloads.html (added)
+++ incubator/singa/site/trunk/v1.1.0/downloads.html Mon Feb 13 05:13:19 2017
@@ -0,0 +1,375 @@
+
+
+
+<!DOCTYPE html>
+<!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
+<!--[if gt IE 8]><!--> <html class="no-js" lang="en" > <!--<![endif]-->
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+  
+  <title>Download SINGA &mdash; incubator-singa 1.1.0 documentation</title>
+  
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+  
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+  
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+    
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+    <link rel="stylesheet" href="_static/css/theme.css" type="text/css" />
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+            
+            <img src="_static/singa.png" class="logo" />
+          
+          </a>
+
+          
+            
+            
+              <div class="version">
+                latest
+              </div>
+            
+          
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+          
+<div role="search">
+  <form id="rtd-search-form" class="wy-form" action="search.html" method="get">
+    <input type="text" name="q" placeholder="Search docs" />
+    <input type="hidden" name="check_keywords" value="yes" />
+    <input type="hidden" name="area" value="default" />
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+        <div class="wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
+          
+            
+            
+                <ul class="current">
+<li class="toctree-l1 current"><a class="current reference internal" href="">Download SINGA</a></li>
+<li class="toctree-l1"><a class="reference internal" href="docs/index.html">Documentation</a></li>
+</ul>
+<p class="caption"><span class="caption-text">Development</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="develop/schedule.html">Development Schedule</a></li>
+<li class="toctree-l1"><a class="reference internal" href="develop/how-contribute.html">How to Contribute to SINGA</a></li>
+<li class="toctree-l1"><a class="reference internal" href="develop/contribute-code.html">How to Contribute Code</a></li>
+<li class="toctree-l1"><a class="reference internal" href="develop/contribute-docs.html">How to Contribute to Documentation</a></li>
+</ul>
+<p class="caption"><span class="caption-text">Community</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="community/source-repository.html">Source Repository</a></li>
+<li class="toctree-l1"><a class="reference internal" href="community/mail-lists.html">Project Mailing Lists</a></li>
+<li class="toctree-l1"><a class="reference internal" href="community/issue-tracking.html">Issue Tracking</a></li>
+<li class="toctree-l1"><a class="reference internal" href="community/team-list.html">The SINGA Team</a></li>
+</ul>
+
+            
+          
+        </div>
+      </div>
+    </nav>
+
+    <section data-toggle="wy-nav-shift" class="wy-nav-content-wrap">
+
+      
+      <nav class="wy-nav-top" role="navigation" aria-label="top navigation">
+        <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
+        <a href="index.html">incubator-singa</a>
+      </nav>
+
+
+      
+      <div class="wy-nav-content">
+        <div class="rst-content">
+          
+
+ 
+
+
+
+<div role="navigation" aria-label="breadcrumbs navigation">
+  <ul class="wy-breadcrumbs">
+    <li><a href="index.html">Docs</a> &raquo;</li>
+      
+    <li>Download SINGA</li>
+      <li class="wy-breadcrumbs-aside">
+        
+          
+        
+      </li>
+  </ul>
+  <hr/>
+</div>
+          <div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article">
+           <div itemprop="articleBody">
+            
+  <div class="section" id="download-singa">
+<span id="download-singa"></span><h1>Download SINGA<a class="headerlink" href="#download-singa" title="Permalink to this headline">¶</a></h1>
+<ul class="simple">
+<li>Latest code: please clone the dev branch from <a class="reference external" href="https://github.com/apache/incubator-singa">Github</a></li>
+<li>v1.1.0 (12 February 2017):<ul>
+<li><a class="reference external" href="http://www.apache.org/dyn/closer.cgi/incubator/singa/1.1.0/apache-singa-incubating-1.1.0.tar.gz">Apache SINGA 1.1.0</a>
+<a class="reference external" href="https://dist.apache.org/repos/dist/release/incubator/singa/1.1.0/apache-singa-incubating-1.1.0.tar.gz.md5">[MD5]</a>
+<a class="reference external" href="https://dist.apache.org/repos/dist/release/incubator/singa/1.1.0/KEYS">[KEYS]</a></li>
+<li><a class="reference external" href="releases/RELEASE_NOTES_1.1.0.html">Release Notes 1.1.0</a></li>
+<li>New features and major updates,<ul>
+<li>Create Docker images (CPU and GPU versions)</li>
+<li>Create Amazon AMI for SINGA (CPU version)</li>
+<li>Integrate with Jenkins for automatically generating Wheel and Debian packages (for installation), and updating the website.</li>
+<li>Enhance the FeedFowardNet, e.g., multiple inputs and verbose mode for debugging</li>
+<li>Add Concat and Slice layers</li>
+<li>Extend CrossEntropyLoss to accept instance with multiple labels</li>
+<li>Add image_tool.py with image augmentation methods</li>
+<li>Support model loading and saving via the Snapshot API</li>
+<li>Compile SINGA source on Windows</li>
+<li>Compile mandatory dependent libraries together with SINGA code</li>
+<li>Enable Java binding (basic) for SINGA</li>
+<li>Add version ID in checkpointing files</li>
+<li>Add Rafiki toolkit for providing RESTFul APIs</li>
+<li>Add examples pretrained from Caffe, including GoogleNet</li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+<ul class="simple">
+<li>v1.0.0 (8 September 2016):<ul>
+<li><a class="reference external" href="https://archive.apache.org/dist/incubator/singa/1.0.0/apache-singa-incubating-1.0.0.tar.gz">Apache SINGA 1.0.0</a>
+<a class="reference external" href="https://archive.apache.org/dist/incubator/singa/1.0.0/apache-singa-incubating-1.0.0.tar.gz.md5">[MD5]</a>
+<a class="reference external" href="https://archive.apache.org/dist/incubator/singa//1.0.0/KEYS">[KEYS]</a></li>
+<li><a class="reference external" href="releases/RELEASE_NOTES_1.0.0.html">Release Notes 1.0.0</a></li>
+<li>New features and major updates,<ul>
+<li>Tensor abstraction for supporting more machine learning models.</li>
+<li>Device abstraction for running on different hardware devices, including CPU, (Nvidia/AMD) GPU and FPGA (to be tested in later versions).</li>
+<li>Replace GNU autotool with cmake for compilation.</li>
+<li>Support Mac OS</li>
+<li>Improve Python binding, including installation and programming</li>
+<li>More deep learning models, including VGG and ResNet</li>
+<li>More IO classes for reading/writing files and encoding/decoding data</li>
+<li>New network communication components directly based on Socket.</li>
+<li>Cudnn V5 with Dropout and RNN layers.</li>
+<li>Replace website building tool from maven to Sphinx</li>
+<li>Integrate Travis-CI</li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+<ul class="simple">
+<li>v0.3.0 (20 April 2016):<ul>
+<li><a class="reference external" href="https://archive.apache.org/dist/incubator/singa/0.3.0/apache-singa-incubating-0.3.0.tar.gz">Apache SINGA 0.3.0</a>
+<a class="reference external" href="https://archive.apache.org/dist/incubator/singa/0.3.0/apache-singa-incubating-0.3.0.tar.gz.md5">[MD5]</a>
+<a class="reference external" href="https://archive.apache.org/dist/incubator/singa/0.3.0/KEYS">[KEYS]</a></li>
+<li><a class="reference external" href="releases/RELEASE_NOTES_0.3.0.html">Release Notes 0.3.0</a></li>
+<li>New features and major updates,<ul>
+<li><a class="reference external" href="v0.3.0/gpu.html">Training on GPU cluster</a> enables training of deep learning models over a GPU cluster.</li>
+<li><a class="reference external" href="v0.3.0/python.html">Python wrapper improvement</a> makes it easy to configure the job, including neural net and SGD algorithm.</li>
+<li><a class="reference external" href="v0.3.0/updater.html">New SGD updaters</a> are added, including Adam, AdaDelta and AdaMax.</li>
+<li><a class="reference external" href="v0.3.0/installation.html">Installation</a> has fewer dependent libraries for single node training.</li>
+<li>Heterogeneous training with CPU and GPU.</li>
+<li>Support cuDNN V4.</li>
+<li>Data prefetching.</li>
+<li>Fix some bugs.</li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+<ul class="simple">
+<li>v0.2.0 (14 January 2016):<ul>
+<li><a class="reference external" href="https://archive.apache.org/dist/incubator/singa/0.2.0/apache-singa-incubating-0.2.0.tar.gz">Apache SINGA 0.2.0</a>
+<a class="reference external" href="https://archive.apache.org/dist/incubator/singa/0.2.0/apache-singa-incubating-0.2.0.tar.gz.md5">[MD5]</a>
+<a class="reference external" href="https://archive.apache.org/dist/incubator/singa/0.2.0/KEYS">[KEYS]</a></li>
+<li><a class="reference external" href="releases/RELEASE_NOTES_0.2.0.html">Release Notes 0.2.0</a></li>
+<li>New features and major updates,<ul>
+<li><a class="reference external" href="v0.2.0/gpu.html">Training on GPU</a> enables training of complex models on a single node with multiple GPU cards.</li>
+<li><a class="reference external" href="v0.2.0/hybrid.html">Hybrid neural net partitioning</a> supports data and model parallelism at the same time.</li>
+<li><a class="reference external" href="v0.2.0/python.html">Python wrapper</a> makes it easy to configure the job, including neural net and SGD algorithm.</li>
+<li><a class="reference external" href="v0.2.0/general-rnn.html">RNN model and BPTT algorithm</a> are implemented to support applications based on RNN models, e.g., GRU.</li>
+<li><a class="reference external" href="v0.2.0/distributed-training.html">Cloud software integration</a> includes Mesos, Docker and HDFS.</li>
+<li>Visualization of neural net structure and layer information, which is helpful for debugging.</li>
+<li>Linear algebra functions and random functions against Blobs and raw data pointers.</li>
+<li>New layers, including SoftmaxLayer, ArgSortLayer, DummyLayer, RNN layers and cuDNN layers.</li>
+<li>Update Layer class to carry multiple data/grad Blobs.</li>
+<li>Extract features and test performance for new data by loading previously trained model parameters.</li>
+<li>Add Store class for IO operations.</li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+<ul class="simple">
+<li>v0.1.0 (8 October 2015):<ul>
+<li><a class="reference external" href="https://archive.apache.org/dist/incubator/singa/apache-singa-incubating-0.1.0.tar.gz">Apache SINGA 0.1.0</a>
+<a class="reference external" href="https://archive.apache.org/dist/incubator/singa/apache-singa-incubating-0.1.0.tar.gz.md5">[MD5]</a>
+<a class="reference external" href="https://archive.apache.org/dist/incubator/singa/KEYS">[KEYS]</a></li>
+<li><a class="reference external" href="https://console.aws.amazon.com/ec2/v2/home?region=ap-southeast-1#LaunchInstanceWizard:ami=ami-b41001e6">Amazon EC2 image</a></li>
+<li><a class="reference external" href="releases/RELEASE_NOTES_0.1.0.html">Release Notes 0.1.0</a></li>
+<li>Major features include,<ul>
+<li>Installation using GNU build utility</li>
+<li>Scripts for job management with zookeeper</li>
+<li>Programming model based on NeuralNet and Layer abstractions.</li>
+<li>System architecture based on Worker, Server and Stub.</li>
+<li>Training models from three different model categories, namely, feed-forward models, energy models and RNN models.</li>
+<li>Synchronous and asynchronous distributed training frameworks using CPU</li>
+<li>Checkpoint and restore</li>
+<li>Unit test using gtest</li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+<p><strong>Disclaimer</strong></p>
+<p>Apache SINGA is an effort undergoing incubation at The Apache Software
+Foundation (ASF), sponsored by the name of Apache Incubator PMC. Incubation is
+required of all newly accepted projects until a further review indicates that
+the infrastructure, communications, and decision making process have stabilized
+in a manner consistent with other successful ASF projects. While incubation
+status is not necessarily a reflection of the completeness or stability of the
+code, it does indicate that the project has yet to be fully endorsed by the
+ASF.</p>
+</div>
+
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+        &copy; Copyright 2017 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..
+
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+    <span class="fa fa-book"> incubator-singa </span>
+    v: latest
+    <span class="fa fa-caret-down"></span>
+  </span>
+  <div class="rst-other-versions">
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+          <dt>Languages</dt>
+          <dd><a href="../en/index.html">English</a></dd>
+          <dd><a href="../zh/index.html">中文</a></dd>
+      </dl>
+      <dl>
+          <dt>Versions</dt>
+          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+      </dl>
+
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+  <a href="http://incubator.apache.org/"> <img src= "_static/apache.jpg"> </a>
+</div>
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+</a>
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+</html>
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Added: incubator/singa/site/trunk/v1.1.0/genindex.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/v1.1.0/genindex.html?rev=1782721&view=auto
==============================================================================
--- incubator/singa/site/trunk/v1.1.0/genindex.html (added)
+++ incubator/singa/site/trunk/v1.1.0/genindex.html Mon Feb 13 05:13:19 2017
@@ -0,0 +1,1332 @@
+
+
+
+
+<!DOCTYPE html>
+<!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
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+    <link rel="stylesheet" href="_static/css/theme.css" type="text/css" />
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+          
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+            <img src="_static/singa.png" class="logo" />
+          
+          </a>
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+                latest
+              </div>
+            
+          
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+<div role="search">
+  <form id="rtd-search-form" class="wy-form" action="search.html" method="get">
+    <input type="text" name="q" placeholder="Search docs" />
+    <input type="hidden" name="check_keywords" value="yes" />
+    <input type="hidden" name="area" value="default" />
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+</div>
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+
+        <div class="wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
+          
+            
+            
+                <ul>
+<li class="toctree-l1"><a class="reference internal" href="downloads.html">Download SINGA</a></li>
+<li class="toctree-l1"><a class="reference internal" href="docs/index.html">Documentation</a></li>
+</ul>
+<p class="caption"><span class="caption-text">Development</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="develop/schedule.html">Development Schedule</a></li>
+<li class="toctree-l1"><a class="reference internal" href="develop/how-contribute.html">How to Contribute to SINGA</a></li>
+<li class="toctree-l1"><a class="reference internal" href="develop/contribute-code.html">How to Contribute Code</a></li>
+<li class="toctree-l1"><a class="reference internal" href="develop/contribute-docs.html">How to Contribute to Documentation</a></li>
+</ul>
+<p class="caption"><span class="caption-text">Community</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="community/source-repository.html">Source Repository</a></li>
+<li class="toctree-l1"><a class="reference internal" href="community/mail-lists.html">Project Mailing Lists</a></li>
+<li class="toctree-l1"><a class="reference internal" href="community/issue-tracking.html">Issue Tracking</a></li>
+<li class="toctree-l1"><a class="reference internal" href="community/team-list.html">The SINGA Team</a></li>
+</ul>
+
+            
+          
+        </div>
+      </div>
+    </nav>
+
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+</div>
+          <div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article">
+           <div itemprop="articleBody">
+            
+
+<h1 id="index">Index</h1>
+
+<div class="genindex-jumpbox">
+ <a href="#_"><strong>_</strong></a>
+ | <a href="#A"><strong>A</strong></a>
+ | <a href="#B"><strong>B</strong></a>
+ | <a href="#C"><strong>C</strong></a>
+ | <a href="#D"><strong>D</strong></a>
+ | <a href="#E"><strong>E</strong></a>
+ | <a href="#F"><strong>F</strong></a>
+ | <a href="#G"><strong>G</strong></a>
+ | <a href="#I"><strong>I</strong></a>
+ | <a href="#L"><strong>L</strong></a>
+ | <a href="#M"><strong>M</strong></a>
+ | <a href="#N"><strong>N</strong></a>
+ | <a href="#O"><strong>O</strong></a>
+ | <a href="#P"><strong>P</strong></a>
+ | <a href="#R"><strong>R</strong></a>
+ | <a href="#S"><strong>S</strong></a>
+ | <a href="#T"><strong>T</strong></a>
+ | <a href="#U"><strong>U</strong></a>
+ | <a href="#W"><strong>W</strong></a>
+ 
+</div>
+<h2 id="_">_</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%" valign="top"><dl>
+      
+  <dt><a href="docs/tensor.html#singa.tensor.Tensor.__iadd__">__iadd__() (singa.tensor.Tensor method)</a>
+  </dt>
+
+      
+  <dt><a href="docs/tensor.html#singa.tensor.Tensor.__idiv__">__idiv__() (singa.tensor.Tensor method)</a>
+  </dt>
+
+  </dl></td>
+  <td style="width: 33%" valign="top"><dl>
+      
+  <dt><a href="docs/tensor.html#singa.tensor.Tensor.__imul__">__imul__() (singa.tensor.Tensor method)</a>
+  </dt>
+
+      
+  <dt><a href="docs/tensor.html#singa.tensor.Tensor.__isub__">__isub__() (singa.tensor.Tensor method)</a>
+  </dt>
+
+  </dl></td>
+</tr></table>
+
+<h2 id="A">A</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%" valign="top"><dl>
+      
+  <dt><a href="docs/tensor.html#singa.tensor.abs">abs() (in module singa.tensor)</a>
+  </dt>
+
+      
+  <dt><a href="docs/metric.html#singa.metric.Accuracy">Accuracy (class in singa.metric)</a>
+  </dt>
+
+      
+  <dt><a href="docs/layer.html#singa.layer.Activation">Activation (class in singa.layer)</a>
+  </dt>
+
+      
+  <dt><a href="docs/optimizer.html#singa.optimizer.AdaGrad">AdaGrad (class in singa.optimizer)</a>
+  </dt>
+
+      
+  <dt><a href="docs/optimizer.html#singa.optimizer.Adam">Adam (class in singa.optimizer)</a>
+  </dt>
+
+      
+  <dt><a href="docs/tensor.html#singa.tensor.add">add() (in module singa.tensor)</a>
+  </dt>
+
+      <dd><dl>
+        
+  <dt><a href="docs/net.html#singa.net.FeedForwardNet.add">(singa.net.FeedForwardNet method)</a>
+  </dt>
+
+      </dl></dd>
+      
+  <dt><a href="docs/tensor.html#singa.tensor.add_column">add_column() (in module singa.tensor)</a>
+  </dt>
+
+      <dd><dl>
+        
+  <dt><a href="docs/tensor.html#singa.tensor.Tensor.add_column">(singa.tensor.Tensor method)</a>
+  </dt>
+
+      </dl></dd>
+      
+  <dt><a href="docs/tensor.html#singa.tensor.add_row">add_row() (in module singa.tensor)</a>
+  </dt>
+
+      <dd><dl>
+        
+  <dt><a href="docs/tensor.html#singa.tensor.Tensor.add_row">(singa.tensor.Tensor method)</a>
+  </dt>
+
+      </dl></dd>
+  </dl></td>
+  <td style="width: 33%" valign="top"><dl>
+      
+  <dt><a href="docs/optimizer.html#singa.optimizer.Constraint.apply">apply() (singa.optimizer.Constraint method)</a>
+  </dt>
+
+      <dd><dl>
+        
+  <dt><a href="docs/optimizer.html#singa.optimizer.CppConstraint.apply">(singa.optimizer.CppConstraint method)</a>
+  </dt>
+
+        
+  <dt><a href="docs/optimizer.html#singa.optimizer.CppRegularizer.apply">(singa.optimizer.CppRegularizer method)</a>
+  </dt>
+
+        
+  <dt><a href="docs/optimizer.html#singa.optimizer.L2Constraint.apply">(singa.optimizer.L2Constraint method)</a>
+  </dt>
+
+        
+  <dt><a href="docs/optimizer.html#singa.optimizer.L2Regularizer.apply">(singa.optimizer.L2Regularizer method)</a>
+  </dt>
+
+        
+  <dt><a href="docs/optimizer.html#singa.optimizer.Optimizer.apply">(singa.optimizer.Optimizer method)</a>
+  </dt>
+
+        
+  <dt><a href="docs/optimizer.html#singa.optimizer.Regularizer.apply">(singa.optimizer.Regularizer method)</a>
+  </dt>
+
+      </dl></dd>
+      
+  <dt><a href="docs/optimizer.html#singa.optimizer.Optimizer.apply_regularizer_constraint">apply_regularizer_constraint() (singa.optimizer.Optimizer method)</a>
+  </dt>
+
+      
+  <dt><a href="docs/optimizer.html#singa.optimizer.AdaGrad.apply_with_lr">apply_with_lr() (singa.optimizer.AdaGrad method)</a>
+  </dt>
+
+      <dd><dl>
+        
+  <dt><a href="docs/optimizer.html#singa.optimizer.Adam.apply_with_lr">(singa.optimizer.Adam method)</a>
+  </dt>
+
+        
+  <dt><a href="docs/optimizer.html#singa.optimizer.Nesterov.apply_with_lr">(singa.optimizer.Nesterov method)</a>
+  </dt>
+
+        
+  <dt><a href="docs/optimizer.html#singa.optimizer.Optimizer.apply_with_lr">(singa.optimizer.Optimizer method)</a>
+  </dt>
+
+        
+  <dt><a href="docs/optimizer.html#singa.optimizer.RMSProp.apply_with_lr">(singa.optimizer.RMSProp method)</a>
+  </dt>
+
+        
+  <dt><a href="docs/optimizer.html#singa.optimizer.SGD.apply_with_lr">(singa.optimizer.SGD method)</a>
+  </dt>
+
+      </dl></dd>
+      
+  <dt><a href="docs/layer.html#singa.layer.Layer.as_type">as_type() (singa.layer.Layer method)</a>
+  </dt>
+
+      
+  <dt><a href="docs/tensor.html#singa.tensor.average">average() (in module singa.tensor)</a>
+  </dt>
+
+      
+  <dt><a href="docs/layer.html#singa.layer.AvgPooling1D">AvgPooling1D (class in singa.layer)</a>
+  </dt>
+
+      
+  <dt><a href="docs/layer.html#singa.layer.AvgPooling2D">AvgPooling2D (class in singa.layer)</a>
+  </dt>
+
+      
+  <dt><a href="docs/tensor.html#singa.tensor.axpy">axpy() (in module singa.tensor)</a>
+  </dt>
+
+  </dl></td>
+</tr></table>
+
+<h2 id="B">B</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%" valign="top"><dl>
+      
+  <dt><a href="docs/layer.html#singa.layer.Concat.backward">backward() (singa.layer.Concat method)</a>
+  </dt>
+
+      <dd><dl>
+        
+  <dt><a href="docs/layer.html#singa.layer.Dummy.backward">(singa.layer.Dummy method)</a>
+  </dt>
+
+        
+  <dt><a href="docs/layer.html#singa.layer.Layer.backward">(singa.layer.Layer method)</a>
+  </dt>
+
+        
+  <dt><a href="docs/layer.html#singa.layer.Merge.backward">(singa.layer.Merge method)</a>
+  </dt>
+
+        
+  <dt><a href="docs/layer.html#singa.layer.RNN.backward">(singa.layer.RNN method)</a>
+  </dt>
+
+        
+  <dt><a href="docs/layer.html#singa.layer.Slice.backward">(singa.layer.Slice method)</a>
+  </dt>
+
+        
+  <dt><a href="docs/layer.html#singa.layer.Split.backward">(singa.layer.Split method)</a>
+  </dt>
+
+        
+  <dt><a href="docs/loss.html#singa.loss.Loss.backward">(singa.loss.Loss method)</a>
+  </dt>
+
+        
+  <dt><a href="docs/loss.html#singa.loss.SquaredError.backward">(singa.loss.SquaredError method)</a>
+  </dt>
+
+        
+  <dt><a href="docs/net.html#singa.net.FeedForwardNet.backward">(singa.net.FeedForwardNet method)</a>
+  </dt>
+
+      </dl></dd>
+      
+  <dt><a href="docs/layer.html#singa.layer.BatchNormalization">BatchNormalization (class in singa.layer)</a>
+  </dt>
+
+  </dl></td>
+  <td style="width: 33%" valign="top"><dl>
+      
+  <dt><a href="docs/tensor.html#singa.tensor.bernoulli">bernoulli() (in module singa.tensor)</a>
+  </dt>
+
+      <dd><dl>
+        
+  <dt><a href="docs/tensor.html#singa.tensor.Tensor.bernoulli">(singa.tensor.Tensor method)</a>
+  </dt>
+
+      </dl></dd>
+  </dl></td>
+</tr></table>
+
+<h2 id="C">C</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%" valign="top"><dl>
+      
+  <dt><a href="docs/layer.html#singa.layer.Layer.caffe_layer">caffe_layer() (singa.layer.Layer method)</a>
+  </dt>
+
+      
+  <dt><a href="docs/tensor.html#singa.tensor.Tensor.clone">clone() (singa.tensor.Tensor method)</a>
+  </dt>
+
+      
+  <dt><a href="docs/image_tool.html#singa.image_tool.color_cast">color_cast() (in module singa.image_tool)</a>
+  </dt>
+
+      <dd><dl>
+        
+  <dt><a href="docs/image_tool.html#singa.image_tool.ImageTool.color_cast">(singa.image_tool.ImageTool method)</a>
+  </dt>
+
+      </dl></dd>
+      
+  <dt><a href="docs/layer.html#singa.layer.Concat">Concat (class in singa.layer)</a>
+  </dt>
+
+      
+  <dt><a href="docs/optimizer.html#singa.optimizer.Constraint">Constraint (class in singa.optimizer)</a>
+  </dt>
+
+      
+  <dt><a href="docs/layer.html#singa.layer.Conv1D">Conv1D (class in singa.layer)</a>
+  </dt>
+
+      
+  <dt><a href="docs/layer.html#singa.layer.Conv2D">Conv2D (class in singa.layer)</a>
+  </dt>
+
+      
+  <dt><a href="docs/tensor.html#singa.tensor.Tensor.copy">copy() (singa.tensor.Tensor method)</a>
+  </dt>
+
+      
+  <dt><a href="docs/tensor.html#singa.tensor.Tensor.copy_data">copy_data() (singa.tensor.Tensor method)</a>
+  </dt>
+
+      
+  <dt><a href="docs/tensor.html#singa.tensor.copy_data_to_from">copy_data_to_from() (in module singa.tensor)</a>
+  </dt>
+
+  </dl></td>
+  <td style="width: 33%" valign="top"><dl>
+      
+  <dt><a href="docs/tensor.html#singa.tensor.Tensor.copy_from_numpy">copy_from_numpy() (singa.tensor.Tensor method)</a>
+  </dt>
+
+      
+  <dt><a href="docs/optimizer.html#singa.optimizer.CppConstraint">CppConstraint (class in singa.optimizer)</a>
+  </dt>
+
+      
+  <dt><a href="docs/optimizer.html#singa.optimizer.CppRegularizer">CppRegularizer (class in singa.optimizer)</a>
+  </dt>
+
+      
+  <dt><a href="docs/device.html#singa.device.create_cuda_gpus">create_cuda_gpus() (in module singa.device)</a>
+  </dt>
+
+      
+  <dt><a href="docs/device.html#singa.device.create_cuda_gpus_on">create_cuda_gpus_on() (in module singa.device)</a>
+  </dt>
+
+      
+  <dt><a href="docs/image_tool.html#singa.image_tool.crop">crop() (in module singa.image_tool)</a>
+  </dt>
+
+      
+  <dt><a href="docs/image_tool.html#singa.image_tool.ImageTool.crop3">crop3() (singa.image_tool.ImageTool method)</a>
+  </dt>
+
+      
+  <dt><a href="docs/image_tool.html#singa.image_tool.ImageTool.crop5">crop5() (singa.image_tool.ImageTool method)</a>
+  </dt>
+
+      
+  <dt><a href="docs/image_tool.html#singa.image_tool.ImageTool.crop8">crop8() (singa.image_tool.ImageTool method)</a>
+  </dt>
+
+      
+  <dt><a href="docs/image_tool.html#singa.image_tool.crop_and_resize">crop_and_resize() (in module singa.image_tool)</a>
+  </dt>
+
+  </dl></td>
+</tr></table>
+
+<h2 id="D">D</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%" valign="top"><dl>
+      
+  <dt><a href="docs/tensor.html#singa.tensor.Tensor.deepcopy">deepcopy() (singa.tensor.Tensor method)</a>
+  </dt>
+
+      
+  <dt><a href="docs/layer.html#singa.layer.Dense">Dense (class in singa.layer)</a>
+  </dt>
+
+      
+  <dt><a href="docs/tensor.html#singa.tensor.div">div() (in module singa.tensor)</a>
+  </dt>
+
+      
+  <dt><a href="docs/tensor.html#singa.tensor.Tensor.div_column">div_column() (singa.tensor.Tensor method)</a>
+  </dt>
+
+  </dl></td>
+  <td style="width: 33%" valign="top"><dl>
+      
+  <dt><a href="docs/tensor.html#singa.tensor.Tensor.div_row">div_row() (singa.tensor.Tensor method)</a>
+  </dt>
+
+      
+  <dt><a href="docs/layer.html#singa.layer.Dropout">Dropout (class in singa.layer)</a>
+  </dt>
+
+      
+  <dt><a href="docs/layer.html#singa.layer.Dummy">Dummy (class in singa.layer)</a>
+  </dt>
+
+  </dl></td>
+</tr></table>
+
+<h2 id="E">E</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%" valign="top"><dl>
+      
+  <dt><a href="docs/tensor.html#singa.tensor.eltwise_mult">eltwise_mult() (in module singa.tensor)</a>
+  </dt>
+
+      
+  <dt><a href="docs/layer.html#singa.layer.engine">engine (in module singa.layer)</a>
+  </dt>
+
+      
+  <dt><a href="docs/image_tool.html#singa.image_tool.enhance">enhance() (in module singa.image_tool)</a>
+  </dt>
+
+      <dd><dl>
+        
+  <dt><a href="docs/image_tool.html#singa.image_tool.ImageTool.enhance">(singa.image_tool.ImageTool method)</a>
+  </dt>
+
+      </dl></dd>
+  </dl></td>
+  <td style="width: 33%" valign="top"><dl>
+      
+  <dt><a href="docs/loss.html#singa.loss.Loss.evaluate">evaluate() (singa.loss.Loss method)</a>
+  </dt>
+
+      <dd><dl>
+        
+  <dt><a href="docs/loss.html#singa.loss.SquaredError.evaluate">(singa.loss.SquaredError method)</a>
+  </dt>
+
+        
+  <dt><a href="docs/metric.html#singa.metric.Metric.evaluate">(singa.metric.Metric method)</a>
+  </dt>
+
+        
+  <dt><a href="docs/net.html#singa.net.FeedForwardNet.evaluate">(singa.net.FeedForwardNet method)</a>
+  </dt>
+
+      </dl></dd>
+      
+  <dt><a href="docs/tensor.html#singa.tensor.exp">exp() (in module singa.tensor)</a>
+  </dt>
+
+  </dl></td>
+</tr></table>
+
+<h2 id="F">F</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%" valign="top"><dl>
+      
+  <dt><a href="docs/net.html#singa.net.FeedForwardNet">FeedForwardNet (class in singa.net)</a>
+  </dt>
+
+      
+  <dt><a href="docs/layer.html#singa.layer.Flatten">Flatten (class in singa.layer)</a>
+  </dt>
+
+      
+  <dt><a href="docs/image_tool.html#singa.image_tool.ImageTool.flip">flip() (singa.image_tool.ImageTool method)</a>
+  </dt>
+
+  </dl></td>
+  <td style="width: 33%" valign="top"><dl>
+      
+  <dt><a href="docs/layer.html#singa.layer.Concat.forward">forward() (singa.layer.Concat method)</a>
+  </dt>
+
+      <dd><dl>
+        
+  <dt><a href="docs/layer.html#singa.layer.Dummy.forward">(singa.layer.Dummy method)</a>
+  </dt>
+
+        
+  <dt><a href="docs/layer.html#singa.layer.Layer.forward">(singa.layer.Layer method)</a>
+  </dt>
+
+        
+  <dt><a href="docs/layer.html#singa.layer.Merge.forward">(singa.layer.Merge method)</a>
+  </dt>
+
+        
+  <dt><a href="docs/layer.html#singa.layer.RNN.forward">(singa.layer.RNN method)</a>
+  </dt>
+
+        
+  <dt><a href="docs/layer.html#singa.layer.Slice.forward">(singa.layer.Slice method)</a>
+  </dt>
+
+        
+  <dt><a href="docs/layer.html#singa.layer.Split.forward">(singa.layer.Split method)</a>
+  </dt>
+
+        
+  <dt><a href="docs/loss.html#singa.loss.Loss.forward">(singa.loss.Loss method)</a>
+  </dt>
+
+        
+  <dt><a href="docs/loss.html#singa.loss.SquaredError.forward">(singa.loss.SquaredError method)</a>
+  </dt>
+
+        
+  <dt><a href="docs/metric.html#singa.metric.Metric.forward">(singa.metric.Metric method)</a>
+  </dt>
+
+        
+  <dt><a href="docs/net.html#singa.net.FeedForwardNet.forward">(singa.net.FeedForwardNet method)</a>
+  </dt>
+
+      </dl></dd>
+      
+  <dt><a href="docs/tensor.html#singa.tensor.from_numpy">from_numpy() (in module singa.tensor)</a>
+  </dt>
+
+  </dl></td>
+</tr></table>
+
+<h2 id="G">G</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%" valign="top"><dl>
+      
+  <dt><a href="docs/initializer.html#singa.initializer.gaussian">gaussian() (in module singa.initializer)</a>
+  </dt>
+
+      <dd><dl>
+        
+  <dt><a href="docs/tensor.html#singa.tensor.gaussian">(in module singa.tensor)</a>
+  </dt>
+
+        
+  <dt><a href="docs/tensor.html#singa.tensor.Tensor.gaussian">(singa.tensor.Tensor method)</a>
+  </dt>
+
+      </dl></dd>
+      
+  <dt><a href="docs/tensor.html#singa.tensor.ge">ge() (in module singa.tensor)</a>
+  </dt>
+
+      
+  <dt><a href="docs/device.html#singa.device.get_default_device">get_default_device() (in module singa.device)</a>
+  </dt>
+
+      
+  <dt><a href="docs/layer.html#singa.layer.get_layer_list">get_layer_list() (in module singa.layer)</a>
+  </dt>
+
+  </dl></td>
+  <td style="width: 33%" valign="top"><dl>
+      
+  <dt><a href="docs/layer.html#singa.layer.AvgPooling1D.get_output_sample_shape">get_output_sample_shape() (singa.layer.AvgPooling1D method)</a>
+  </dt>
+
+      <dd><dl>
+        
+  <dt><a href="docs/layer.html#singa.layer.Conv1D.get_output_sample_shape">(singa.layer.Conv1D method)</a>
+  </dt>
+
+        
+  <dt><a href="docs/layer.html#singa.layer.Dummy.get_output_sample_shape">(singa.layer.Dummy method)</a>
+  </dt>
+
+        
+  <dt><a href="docs/layer.html#singa.layer.Layer.get_output_sample_shape">(singa.layer.Layer method)</a>
+  </dt>
+
+        
+  <dt><a href="docs/layer.html#singa.layer.MaxPooling1D.get_output_sample_shape">(singa.layer.MaxPooling1D method)</a>
+  </dt>
+
+        
+  <dt><a href="docs/layer.html#singa.layer.Merge.get_output_sample_shape">(singa.layer.Merge method)</a>
+  </dt>
+
+        
+  <dt><a href="docs/layer.html#singa.layer.Slice.get_output_sample_shape">(singa.layer.Slice method)</a>
+  </dt>
+
+        
+  <dt><a href="docs/layer.html#singa.layer.Split.get_output_sample_shape">(singa.layer.Split method)</a>
+  </dt>
+
+      </dl></dd>
+      
+  <dt><a href="docs/layer.html#singa.layer.GRU">GRU (class in singa.layer)</a>
+  </dt>
+
+      
+  <dt><a href="docs/tensor.html#singa.tensor.gt">gt() (in module singa.tensor)</a>
+  </dt>
+
+  </dl></td>
+</tr></table>
+
+<h2 id="I">I</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%" valign="top"><dl>
+      
+  <dt><a href="docs/data.html#singa.data.ImageBatchIter">ImageBatchIter (class in singa.data)</a>
+  </dt>
+
+      
+  <dt><a href="docs/image_tool.html#singa.image_tool.ImageTool">ImageTool (class in singa.image_tool)</a>
+  </dt>
+
+  </dl></td>
+  <td style="width: 33%" valign="top"><dl>
+      
+  <dt><a href="docs/tensor.html#singa.tensor.Tensor.is_empty">is_empty() (singa.tensor.Tensor method)</a>
+  </dt>
+
+      
+  <dt><a href="docs/tensor.html#singa.tensor.Tensor.is_transpose">is_transpose() (singa.tensor.Tensor method)</a>
+  </dt>
+
+  </dl></td>
+</tr></table>
+
+<h2 id="L">L</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%" valign="top"><dl>
+      
+  <dt><a href="docs/tensor.html#singa.tensor.Tensor.l1">l1() (singa.tensor.Tensor method)</a>
+  </dt>
+
+      
+  <dt><a href="docs/tensor.html#singa.tensor.Tensor.l2">l2() (singa.tensor.Tensor method)</a>
+  </dt>
+
+      
+  <dt><a href="docs/optimizer.html#singa.optimizer.L2Constraint">L2Constraint (class in singa.optimizer)</a>
+  </dt>
+
+      
+  <dt><a href="docs/optimizer.html#singa.optimizer.L2Regularizer">L2Regularizer (class in singa.optimizer)</a>
+  </dt>
+
+      
+  <dt><a href="docs/layer.html#singa.layer.Layer">Layer (class in singa.layer)</a>
+  </dt>
+
+      
+  <dt><a href="docs/tensor.html#singa.tensor.le">le() (in module singa.tensor)</a>
+  </dt>
+
+      
+  <dt><a href="docs/net.html#singa.net.FeedForwardNet.load">load() (singa.net.FeedForwardNet method)</a>
+  </dt>
+
+  </dl></td>
+  <td style="width: 33%" valign="top"><dl>
+      
+  <dt><a href="docs/image_tool.html#singa.image_tool.load_img">load_img() (in module singa.image_tool)</a>
+  </dt>
+
+      
+  <dt><a href="docs/tensor.html#singa.tensor.log">log() (in module singa.tensor)</a>
+  </dt>
+
+      
+  <dt><a href="docs/loss.html#singa.loss.Loss">Loss (class in singa.loss)</a>
+  </dt>
+
+      
+  <dt><a href="docs/layer.html#singa.layer.LRN">LRN (class in singa.layer)</a>
+  </dt>
+
+      
+  <dt><a href="docs/layer.html#singa.layer.LSTM">LSTM (class in singa.layer)</a>
+  </dt>
+
+      
+  <dt><a href="docs/tensor.html#singa.tensor.lt">lt() (in module singa.tensor)</a>
+  </dt>
+
+  </dl></td>
+</tr></table>
+
+<h2 id="M">M</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%" valign="top"><dl>
+      
+  <dt><a href="docs/layer.html#singa.layer.MaxPooling1D">MaxPooling1D (class in singa.layer)</a>
+  </dt>
+
+      
+  <dt><a href="docs/layer.html#singa.layer.MaxPooling2D">MaxPooling2D (class in singa.layer)</a>
+  </dt>
+
+      
+  <dt><a href="docs/tensor.html#singa.tensor.Tensor.memsize">memsize() (singa.tensor.Tensor method)</a>
+  </dt>
+
+      
+  <dt><a href="docs/layer.html#singa.layer.Merge">Merge (class in singa.layer)</a>
+  </dt>
+
+  </dl></td>
+  <td style="width: 33%" valign="top"><dl>
+      
+  <dt><a href="docs/metric.html#singa.metric.Metric">Metric (class in singa.metric)</a>
+  </dt>
+
+      
+  <dt><a href="docs/tensor.html#singa.tensor.mult">mult() (in module singa.tensor)</a>
+  </dt>
+
+      
+  <dt><a href="docs/tensor.html#singa.tensor.Tensor.mult_column">mult_column() (singa.tensor.Tensor method)</a>
+  </dt>
+
+      
+  <dt><a href="docs/tensor.html#singa.tensor.Tensor.mult_row">mult_row() (singa.tensor.Tensor method)</a>
+  </dt>
+
+  </dl></td>
+</tr></table>
+
+<h2 id="N">N</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%" valign="top"><dl>
+      
+  <dt><a href="docs/tensor.html#singa.tensor.Tensor.ndim">ndim() (singa.tensor.Tensor method)</a>
+  </dt>
+
+      
+  <dt><a href="docs/optimizer.html#singa.optimizer.Nesterov">Nesterov (class in singa.optimizer)</a>
+  </dt>
+
+  </dl></td>
+  <td style="width: 33%" valign="top"><dl>
+      
+  <dt><a href="docs/image_tool.html#singa.image_tool.ImageTool.num_augmentation">num_augmentation() (singa.image_tool.ImageTool method)</a>
+  </dt>
+
+  </dl></td>
+</tr></table>
+
+<h2 id="O">O</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%" valign="top"><dl>
+      
+  <dt><a href="docs/optimizer.html#singa.optimizer.Optimizer">Optimizer (class in singa.optimizer)</a>
+  </dt>
+
+  </dl></td>
+</tr></table>
+
+<h2 id="P">P</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%" valign="top"><dl>
+      
+  <dt><a href="docs/layer.html#singa.layer.Layer.param_names">param_names() (singa.layer.Layer method)</a>
+  </dt>
+
+      <dd><dl>
+        
+  <dt><a href="docs/net.html#singa.net.FeedForwardNet.param_names">(singa.net.FeedForwardNet method)</a>
+  </dt>
+
+      </dl></dd>
+      
+  <dt><a href="docs/net.html#singa.net.FeedForwardNet.param_specs">param_specs() (singa.net.FeedForwardNet method)</a>
+  </dt>
+
+      
+  <dt><a href="docs/layer.html#singa.layer.Layer.param_values">param_values() (singa.layer.Layer method)</a>
+  </dt>
+
+      <dd><dl>
+        
+  <dt><a href="docs/net.html#singa.net.FeedForwardNet.param_values">(singa.net.FeedForwardNet method)</a>
+  </dt>
+
+      </dl></dd>
+  </dl></td>
+  <td style="width: 33%" valign="top"><dl>
+      
+  <dt><a href="docs/layer.html#singa.layer.Pooling2D">Pooling2D (class in singa.layer)</a>
+  </dt>
+
+      
+  <dt><a href="docs/tensor.html#singa.tensor.pow">pow() (in module singa.tensor)</a>
+  </dt>
+
+      
+  <dt><a href="docs/net.html#singa.net.FeedForwardNet.predict">predict() (singa.net.FeedForwardNet method)</a>
+  </dt>
+
+  </dl></td>
+</tr></table>
+
+<h2 id="R">R</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%" valign="top"><dl>
+      
+  <dt><a href="docs/image_tool.html#singa.image_tool.ImageTool.random_crop">random_crop() (singa.image_tool.ImageTool method)</a>
+  </dt>
+
+      
+  <dt><a href="docs/snapshot.html#singa.snapshot.Snapshot.read">read() (singa.snapshot.Snapshot method)</a>
+  </dt>
+
+      
+  <dt><a href="docs/optimizer.html#singa.optimizer.Optimizer.register">register() (singa.optimizer.Optimizer method)</a>
+  </dt>
+
+      
+  <dt><a href="docs/optimizer.html#singa.optimizer.Regularizer">Regularizer (class in singa.optimizer)</a>
+  </dt>
+
+      
+  <dt><a href="docs/tensor.html#singa.tensor.relu">relu() (in module singa.tensor)</a>
+  </dt>
+
+      
+  <dt><a href="docs/tensor.html#singa.tensor.Tensor.reset_like">reset_like() (singa.tensor.Tensor method)</a>
+  </dt>
+
+      
+  <dt><a href="docs/tensor.html#singa.tensor.reshape">reshape() (in module singa.tensor)</a>
+  </dt>
+
+      <dd><dl>
+        
+  <dt><a href="docs/tensor.html#singa.tensor.Tensor.reshape">(singa.tensor.Tensor method)</a>
+  </dt>
+
+      </dl></dd>
+  </dl></td>
+  <td style="width: 33%" valign="top"><dl>
+      
+  <dt><a href="docs/image_tool.html#singa.image_tool.resize">resize() (in module singa.image_tool)</a>
+  </dt>
+
+      
+  <dt><a href="docs/image_tool.html#singa.image_tool.ImageTool.resize_by_list">resize_by_list() (singa.image_tool.ImageTool method)</a>
+  </dt>
+
+      
+  <dt><a href="docs/image_tool.html#singa.image_tool.ImageTool.resize_by_range">resize_by_range() (singa.image_tool.ImageTool method)</a>
+  </dt>
+
+      
+  <dt><a href="docs/optimizer.html#singa.optimizer.RMSProp">RMSProp (class in singa.optimizer)</a>
+  </dt>
+
+      
+  <dt><a href="docs/layer.html#singa.layer.RNN">RNN (class in singa.layer)</a>
+  </dt>
+
+      
+  <dt><a href="docs/image_tool.html#singa.image_tool.ImageTool.rotate_by_list">rotate_by_list() (singa.image_tool.ImageTool method)</a>
+  </dt>
+
+      
+  <dt><a href="docs/image_tool.html#singa.image_tool.ImageTool.rotate_by_range">rotate_by_range() (singa.image_tool.ImageTool method)</a>
+  </dt>
+
+  </dl></td>
+</tr></table>
+
+<h2 id="S">S</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%" valign="top"><dl>
+      
+  <dt><a href="docs/net.html#singa.net.FeedForwardNet.save">save() (singa.net.FeedForwardNet method)</a>
+  </dt>
+
+      
+  <dt><a href="docs/tensor.html#singa.tensor.Tensor.set_value">set_value() (singa.tensor.Tensor method)</a>
+  </dt>
+
+      
+  <dt><a href="docs/layer.html#singa.layer.Dummy.setup">setup() (singa.layer.Dummy method)</a>
+  </dt>
+
+      <dd><dl>
+        
+  <dt><a href="docs/layer.html#singa.layer.Layer.setup">(singa.layer.Layer method)</a>
+  </dt>
+
+        
+  <dt><a href="docs/layer.html#singa.layer.Merge.setup">(singa.layer.Merge method)</a>
+  </dt>
+
+        
+  <dt><a href="docs/layer.html#singa.layer.Split.setup">(singa.layer.Split method)</a>
+  </dt>
+
+      </dl></dd>
+      
+  <dt><a href="docs/optimizer.html#singa.optimizer.SGD">SGD (class in singa.optimizer)</a>
+  </dt>
+
+      
+  <dt><a href="docs/tensor.html#singa.tensor.sigmoid">sigmoid() (in module singa.tensor)</a>
+  </dt>
+
+      
+  <dt><a href="docs/tensor.html#singa.tensor.sign">sign() (in module singa.tensor)</a>
+  </dt>
+
+      
+  <dt><a href="docs/converter.html#module-singa.converter">singa.converter (module)</a>
+  </dt>
+
+      
+  <dt><a href="docs/data.html#module-singa.data">singa.data (module)</a>
+  </dt>
+
+      
+  <dt><a href="docs/device.html#module-singa.device">singa.device (module)</a>
+  </dt>
+
+      
+  <dt><a href="docs/image_tool.html#module-singa.image_tool">singa.image_tool (module)</a>
+  </dt>
+
+      
+  <dt><a href="docs/initializer.html#module-singa.initializer">singa.initializer (module)</a>
+  </dt>
+
+      
+  <dt><a href="docs/layer.html#module-singa.layer">singa.layer (module)</a>
+  </dt>
+
+      
+  <dt><a href="docs/loss.html#module-singa.loss">singa.loss (module)</a>
+  </dt>
+
+      
+  <dt><a href="docs/metric.html#module-singa.metric">singa.metric (module)</a>
+  </dt>
+
+      
+  <dt><a href="docs/net.html#module-singa.net">singa.net (module)</a>
+  </dt>
+
+      
+  <dt><a href="docs/optimizer.html#module-singa.optimizer">singa.optimizer (module)</a>
+  </dt>
+
+      
+  <dt><a href="docs/snapshot.html#module-singa.snapshot">singa.snapshot (module)</a>
+  </dt>
+
+  </dl></td>
+  <td style="width: 33%" valign="top"><dl>
+      
+  <dt><a href="docs/tensor.html#module-singa.tensor">singa.tensor (module)</a>
+  </dt>
+
+      
+  <dt><a href="docs/utils.html#module-singa.utils">singa.utils (module)</a>
+  </dt>
+
+      
+  <dt><a href="docs/tensor.html#singa.tensor.Tensor.size">size() (singa.tensor.Tensor method)</a>
+  </dt>
+
+      
+  <dt><a href="docs/tensor.html#singa.tensor.sizeof">sizeof() (in module singa.tensor)</a>
+  </dt>
+
+      
+  <dt><a href="docs/layer.html#singa.layer.Slice">Slice (class in singa.layer)</a>
+  </dt>
+
+      
+  <dt><a href="docs/snapshot.html#singa.snapshot.Snapshot">Snapshot (class in singa.snapshot)</a>
+  </dt>
+
+      
+  <dt><a href="docs/layer.html#singa.layer.Softmax">Softmax (class in singa.layer)</a>
+  </dt>
+
+      
+  <dt><a href="docs/tensor.html#singa.tensor.softmax">softmax() (in module singa.tensor)</a>
+  </dt>
+
+      
+  <dt><a href="docs/loss.html#singa.loss.SoftmaxCrossEntropy">SoftmaxCrossEntropy (class in singa.loss)</a>
+  </dt>
+
+      
+  <dt><a href="docs/layer.html#singa.layer.Split">Split (class in singa.layer)</a>
+  </dt>
+
+      
+  <dt><a href="docs/tensor.html#singa.tensor.sqrt">sqrt() (in module singa.tensor)</a>
+  </dt>
+
+      
+  <dt><a href="docs/tensor.html#singa.tensor.square">square() (in module singa.tensor)</a>
+  </dt>
+
+      
+  <dt><a href="docs/loss.html#singa.loss.SquaredError">SquaredError (class in singa.loss)</a>
+  </dt>
+
+      
+  <dt><a href="docs/tensor.html#singa.tensor.sub">sub() (in module singa.tensor)</a>
+  </dt>
+
+      
+  <dt><a href="docs/tensor.html#singa.tensor.sum">sum() (in module singa.tensor)</a>
+  </dt>
+
+      
+  <dt><a href="docs/tensor.html#singa.tensor.sum_columns">sum_columns() (in module singa.tensor)</a>
+  </dt>
+
+      
+  <dt><a href="docs/tensor.html#singa.tensor.sum_rows">sum_rows() (in module singa.tensor)</a>
+  </dt>
+
+  </dl></td>
+</tr></table>
+
+<h2 id="T">T</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%" valign="top"><dl>
+      
+  <dt><a href="docs/tensor.html#singa.tensor.Tensor.T">T() (singa.tensor.Tensor method)</a>
+  </dt>
+
+      
+  <dt><a href="docs/tensor.html#singa.tensor.tanh">tanh() (in module singa.tensor)</a>
+  </dt>
+
+      
+  <dt><a href="docs/tensor.html#singa.tensor.Tensor">Tensor (class in singa.tensor)</a>
+  </dt>
+
+      
+  <dt><a href="docs/layer.html#singa.layer.Layer.to_device">to_device() (singa.layer.Layer method)</a>
+  </dt>
+
+      <dd><dl>
+        
+  <dt><a href="docs/net.html#singa.net.FeedForwardNet.to_device">(singa.net.FeedForwardNet method)</a>
+  </dt>
+
+        
+  <dt><a href="docs/tensor.html#singa.tensor.Tensor.to_device">(singa.tensor.Tensor method)</a>
+  </dt>
+
+      </dl></dd>
+  </dl></td>
+  <td style="width: 33%" valign="top"><dl>
+      
+  <dt><a href="docs/tensor.html#singa.tensor.to_host">to_host() (in module singa.tensor)</a>
+  </dt>
+
+      <dd><dl>
+        
+  <dt><a href="docs/tensor.html#singa.tensor.Tensor.to_host">(singa.tensor.Tensor method)</a>
+  </dt>
+
+      </dl></dd>
+      
+  <dt><a href="docs/tensor.html#singa.tensor.to_numpy">to_numpy() (in module singa.tensor)</a>
+  </dt>
+
+      
+  <dt><a href="docs/net.html#singa.net.FeedForwardNet.topo_sort">topo_sort() (singa.net.FeedForwardNet method)</a>
+  </dt>
+
+      
+  <dt><a href="docs/net.html#singa.net.FeedForwardNet.train">train() (singa.net.FeedForwardNet method)</a>
+  </dt>
+
+  </dl></td>
+</tr></table>
+
+<h2 id="U">U</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%" valign="top"><dl>
+      
+  <dt><a href="docs/initializer.html#singa.initializer.uniform">uniform() (in module singa.initializer)</a>
+  </dt>
+
+      <dd><dl>
+        
+  <dt><a href="docs/tensor.html#singa.tensor.uniform">(in module singa.tensor)</a>
+  </dt>
+
+        
+  <dt><a href="docs/tensor.html#singa.tensor.Tensor.uniform">(singa.tensor.Tensor method)</a>
+  </dt>
+
+      </dl></dd>
+  </dl></td>
+  <td style="width: 33%" valign="top"><dl>
+      
+  <dt><a href="docs/utils.html#singa.utils.update_progress">update_progress() (in module singa.utils)</a>
+  </dt>
+
+  </dl></td>
+</tr></table>
+
+<h2 id="W">W</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%" valign="top"><dl>
+      
+  <dt><a href="docs/snapshot.html#singa.snapshot.Snapshot.write">write() (singa.snapshot.Snapshot method)</a>
+  </dt>
+
+  </dl></td>
+</tr></table>
+
+
+
+           </div>
+          </div>
+          <footer>
+  
+
+  <hr/>
+
+  <div role="contentinfo">
+    <p>
+        &copy; Copyright 2017 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>
+  Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/snide/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>. 
+
+</footer>
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+    <script type="text/javascript">
+        var DOCUMENTATION_OPTIONS = {
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+<div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions">
+  <span class="rst-current-version" data-toggle="rst-current-version">
+    <span class="fa fa-book"> incubator-singa </span>
+    v: latest
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+          <dd><a href="../en/index.html">English</a></dd>
+          <dd><a href="../zh/index.html">中文</a></dd>
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+      <dl>
+          <dt>Versions</dt>
+          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+      </dl>
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+  <a href="http://incubator.apache.org/"> <img src= "_static/apache.jpg"> </a>
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Added: incubator/singa/site/trunk/v1.1.0/index.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/v1.1.0/index.html?rev=1782721&view=auto
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--- incubator/singa/site/trunk/v1.1.0/index.html (added)
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+        <div class="wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
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+                <ul>
+<li class="toctree-l1"><a class="reference internal" href="downloads.html">Download SINGA</a></li>
+<li class="toctree-l1"><a class="reference internal" href="docs/index.html">Documentation</a></li>
+</ul>
+<p class="caption"><span class="caption-text">Development</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="develop/schedule.html">Development Schedule</a></li>
+<li class="toctree-l1"><a class="reference internal" href="develop/how-contribute.html">How to Contribute to SINGA</a></li>
+<li class="toctree-l1"><a class="reference internal" href="develop/contribute-code.html">How to Contribute Code</a></li>
+<li class="toctree-l1"><a class="reference internal" href="develop/contribute-docs.html">How to Contribute to Documentation</a></li>
+</ul>
+<p class="caption"><span class="caption-text">Community</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="community/source-repository.html">Source Repository</a></li>
+<li class="toctree-l1"><a class="reference internal" href="community/mail-lists.html">Project Mailing Lists</a></li>
+<li class="toctree-l1"><a class="reference internal" href="community/issue-tracking.html">Issue Tracking</a></li>
+<li class="toctree-l1"><a class="reference internal" href="community/team-list.html">The SINGA Team</a></li>
+</ul>
+
+            
+          
+        </div>
+      </div>
+    </nav>
+
+    <section data-toggle="wy-nav-shift" class="wy-nav-content-wrap">
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+      <nav class="wy-nav-top" role="navigation" aria-label="top navigation">
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+  <ul class="wy-breadcrumbs">
+    <li><a href="#">Docs</a> &raquo;</li>
+      
+    <li>Welcome to Apache Singa</li>
+      <li class="wy-breadcrumbs-aside">
+        
+          
+        
+      </li>
+  </ul>
+  <hr/>
+</div>
+          <div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article">
+           <div itemprop="articleBody">
+            
+  <div class="section" id="welcome-to-apache-singa">
+<h1>Welcome to Apache Singa<a class="headerlink" href="#welcome-to-apache-singa" title="Permalink to this headline">¶</a></h1>
+<div class="section" id="recent-news">
+<h2>Recent News<a class="headerlink" href="#recent-news" title="Permalink to this headline">¶</a></h2>
+<ul class="simple">
+<li><strong>Version 1.1</strong> is now available, 12 Feb, 2017. <a class="reference external" href="downloads.html">Download SINGA v1.1.0</a></li>
+<li>A tutorial on SINGA V1 will be given at <a class="reference external" href="https://www.eventbrite.sg/e/ai-eveningssginnovate-apache-singa-tickets-31505061487">SGInnovate</a>, on 23 March, 2017</li>
+<li><strong>Version 1</strong> is now available, 9 Sep, 2016. <a class="reference external" href="downloads.html">Download SINGA v1.0.0</a></li>
+<li>SINGA will be presented at <a class="reference external" href="https://www.re-work.co/events/deep-learning-singapore/schedule">REWORK</a>, 21 Oct, 2016.</li>
+<li>SINGA was presented at <a class="reference external" href="http://www.meetup.com/PyData-SG/events/229691286/">PyDataSG</a>, 16 Aug, 2016.</li>
+<li>The <strong>third release</strong> is now available, 20 April, 2016. <a class="reference external" href="downloads.html">Download SINGA v0.3.0</a></li>
+<li>The <strong>second release</strong> is now available, 14 Jan, 2016. <a class="reference external" href="downloads.html">Download SINGA v0.2.0</a>.</li>
+<li>SINGA will be presented at <a class="reference external" href="http://strataconf.com/big-data-conference-sg-2015/public/schedule/detail/45123">Strata+Hadoop</a> on 2 Dec, 2015</li>
+<li>SINGA was presented at <a class="reference external" href="http://www.acmmm.org/2015/at-a-glance/">ACM Multimedia</a> Best Paper session and Open Source Software Competition session, 26-30 Oct, 2015 (<a class="reference external" href="http://www.comp.nus.edu.sg/~dbsystem/singa//assets/file/mm2015.ppt">Slides</a>)</li>
+<li>The <strong>first release</strong> is now available, 8 Oct, 2015. <a class="reference external" href="downloads.html">Download SINGA v0.1.0</a>.</li>
+<li>SINGA was presented at <a class="reference external" href="http://www.comp.nus.edu.sg/~dbsystem/singa/workshop">workshop on deep learning</a>  held on 16 Sep, 2015</li>
+<li>SINGA was presented at <a class="reference external" href="http://boss.dima.tu-berlin.de/">BOSS</a> of <a class="reference external" href="http://www.vldb.org/2015/">VLDB 2015</a> at Hawaii, 4 Sep, 2015. (slides: <a class="reference external" href="http://www.comp.nus.edu.sg/~dbsystem/singa/assets/file/singa-vldb-boss.pptx">overview</a>, <a class="reference external" href="http://www.comp.nus.edu.sg/~dbsystem/singa/assets/file/basic-user-guide.pptx">basic</a>, <a class="reference external" href="http://www.comp.nus.edu.sg/~dbsystem/singa/assets/file/advanced-user-guide.pptx">advanced</a>)</li>
+<li>SINGA was presented at <a class="reference external" href="http://adsc.illinois.edu/contact-us">ADSC/I2R Deep Learning Workshop</a>, 25 Aug, 2015.</li>
+<li>A tutorial on SINGA was given at VLDB summer school at Tsinghua University,  25-31 July, 2015.</li>
+<li>A half day tutorial on SINGA was given at I2R, 29 June, 2015.</li>
+<li>SINGA was presented at <a class="reference external" href="http://danac.org/">DanaC</a> of <a class="reference external" href="http://www.sigmod2015.org/index.shtml">SIGMOD 2015</a> at Melbourne, 31 May - 4 June, 2015.</li>
+<li>SINGA has been accepted by <a class="reference external" href="http://incubator.apache.org/">Apache Incubator</a>, 17 March, 2015.</li>
+</ul>
+</div>
+<div class="section" id="getting-started">
+<h2>Getting Started<a class="headerlink" href="#getting-started" title="Permalink to this headline">¶</a></h2>
+<ul class="simple">
+<li>Try SINGA on <a class="reference external" href="https://aws.amazon.com/marketplace/pp/B01NAUAWZW">AWS</a> or via <a class="reference external" href="https://hub.docker.com/r/nusdbsystem/singa/">Docker</a>.</li>
+<li>Install SINGA via <a class="reference external" href="./docs/installation.html#from-wheel">python wheel files</a>, <a class="reference external" href="./docs/installation.html#from-debian-package">Debian packages</a> or from <a class="reference external" href="./docs/installation.html#from-source">source</a>.</li>
+<li>Refer to the <a class="reference external" href="http://nbviewer.jupyter.org/github/apache/incubator-singa/blob/master/doc/en/docs/notebook/index.ipynb">Jupyter notebooks</a> for some basic examples and the <a class="reference external" href="./docs/model_zoo/index.html">model zoo page</a> for more examples.</li>
+</ul>
+</div>
+<div class="section" id="documentation">
+<h2>Documentation<a class="headerlink" href="#documentation" title="Permalink to this headline">¶</a></h2>
+<ul class="simple">
+<li>Documentation and Python APIs are listed <a class="reference external" href="docs.html">here</a>.</li>
+<li><a class="reference external" href="http://www.comp.nus.edu.sg/~dbsystem/singa/api/">C++ APIs</a> are generated by Doxygen.</li>
+<li>Research publication list is available <a class="reference external" href="http://www.comp.nus.edu.sg/~dbsystem/singa/research/publication/">here</a>.</li>
+</ul>
+</div>
+<div class="section" id="how-to-contribute">
+<h2>How to contribute<a class="headerlink" href="#how-to-contribute" title="Permalink to this headline">¶</a></h2>
+<ul class="simple">
+<li>Please subscribe to our development mailing list <a class="reference external" href="mailto:dev-subscribe&#37;&#52;&#48;singa&#46;incubator&#46;apache&#46;org">dev-subscribe<span>&#64;</span>singa<span>&#46;</span>incubator<span>&#46;</span>apache<span>&#46;</span>org</a>.</li>
+<li>If you find any issues using SINGA, please report it to the <a class="reference external" href="https://issues.apache.org/jira/browse/singa">Issue Tracker</a>.</li>
+<li>You can also contact with <a class="reference external" href="community/team-list.html">SINGA committers</a> directly.</li>
+</ul>
+<p>More details on contributing to SINGA is described <a class="reference external" href="develop/how-contribute.html">here</a> .</p>
+</div>
+<div class="section" id="citing-singa">
+<h2>Citing SINGA<a class="headerlink" href="#citing-singa" title="Permalink to this headline">¶</a></h2>
+<p>Please cite the following two papers if you use SINGA in your research:</p>
+<ul class="simple">
+<li><ol class="first upperalpha" start="2">
+<li><ol class="first upperalpha" start="3">
+<li>Ooi, K.-L. Tan, S. Wang, W. Wang, Q. Cai, G. Chen, J. Gao, Z. Luo, A. K. H. Tung, Y. Wang, Z. Xie, M. Zhang, and K. Zheng. <a class="reference external" href="http://www.comp.nus.edu.sg/~ooibc/singaopen-mm15.pdf">SINGA: A distributed deep learning platform</a>. ACM Multimedia (Open Source Software Competition) 2015 (<a class="reference external" href="http://www.comp.nus.edu.sg/~dbsystem/singa//assets/file/bib-oss.txt">BibTex</a>).</li>
+</ol>
+</li>
+</ol>
+</li>
+<li><ol class="first upperalpha" start="23">
+<li>Wang, G. Chen, T. T. A. Dinh, B. C. Ooi, K.-L.Tan, J. Gao, and S. Wang. <a class="reference external" href="http://www.comp.nus.edu.sg/~ooibc/singa-mm15.pdf">SINGA: putting deep learning in the hands of multimedia users</a>. ACM Multimedia 2015 (<a class="reference external" href="http://www.comp.nus.edu.sg/~dbsystem/singa//assets/file/bib-singa.txt">BibTex</a>, <a class="reference external" href="files/mm2015.ppt">Slides</a>).</li>
+</ol>
+</li>
+</ul>
+<div class="toctree-wrapper compound">
+</div>
+<div class="toctree-wrapper compound" id="development">
+</div>
+<div class="toctree-wrapper compound" id="community">
+</div>
+</div>
+<div class="section" id="license">
+<h2>License<a class="headerlink" href="#license" title="Permalink to this headline">¶</a></h2>
+<p>SINGA is released under <a class="reference external" href="http://www.apache.org/licenses/LICENSE-2.0">Apache License Version 2.0</a>.</p>
+</div>
+<div class="section" id="disclaimers">
+<h2>Disclaimers<a class="headerlink" href="#disclaimers" title="Permalink to this headline">¶</a></h2>
+<p>Apache SINGA is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that the project has yet to be fully endorsed by the ASF.</p>
+</div>
+</div>
+
+
+           </div>
+          </div>
+          <footer>
+  
+    <div class="rst-footer-buttons" role="navigation" aria-label="footer navigation">
+      
+        <a href="downloads.html" class="btn btn-neutral float-right" title="Download SINGA" accesskey="n">Next <span class="fa fa-arrow-circle-right"></span></a>
+      
+      
+    </div>
+  
+
+  <hr/>
+
+  <div role="contentinfo">
+    <p>
+        &copy; Copyright 2017 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>
+  Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/snide/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>. 
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+  <span class="rst-current-version" data-toggle="rst-current-version">
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+      </dl>
+      <dl>
+          <dt>Versions</dt>
+          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+      </dl>
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+        alt="Fork me on GitHub">
+</a>
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+<!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
+<!--[if gt IE 8]><!--> <html class="no-js" lang="en" > <!--<![endif]-->
+<head>
+  <meta charset="utf-8">
+  
+  <meta name="viewport" content="width=device-width, initial-scale=1.0">
+  
+  <title>Python Module Index &mdash; incubator-singa 1.1.0 documentation</title>
+  
+
+  
+  
+
+  
+
+  
+  
+    
+
+  
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+  
+  
+    <link rel="stylesheet" href="_static/css/theme.css" type="text/css" />
+  
+
+  
+
+  
+    <link rel="top" title="incubator-singa 1.1.0 documentation" href="index.html"/>
+
+    <link href="_static/style.css" rel="stylesheet" type="text/css">
+
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+
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+  
+  <script src="_static/js/modernizr.min.js"></script>
+
+</head>
+
+<body class="wy-body-for-nav" role="document">
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+    <nav data-toggle="wy-nav-shift" class="wy-nav-side">
+      <div class="wy-side-scroll">
+        <div class="wy-side-nav-search">
+          
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+            <a href="index.html" class="icon icon-home"> incubator-singa
+          
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+            
+            <img src="_static/singa.png" class="logo" />
+          
+          </a>
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+              <div class="version">
+                latest
+              </div>
+            
+          
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+          
+<div role="search">
+  <form id="rtd-search-form" class="wy-form" action="search.html" method="get">
+    <input type="text" name="q" placeholder="Search docs" />
+    <input type="hidden" name="check_keywords" value="yes" />
+    <input type="hidden" name="area" value="default" />
+  </form>
+</div>
+
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+        </div>
+
+        <div class="wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
+          
+            
+            
+                <ul>
+<li class="toctree-l1"><a class="reference internal" href="downloads.html">Download SINGA</a></li>
+<li class="toctree-l1"><a class="reference internal" href="docs/index.html">Documentation</a></li>
+</ul>
+<p class="caption"><span class="caption-text">Development</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="develop/schedule.html">Development Schedule</a></li>
+<li class="toctree-l1"><a class="reference internal" href="develop/how-contribute.html">How to Contribute to SINGA</a></li>
+<li class="toctree-l1"><a class="reference internal" href="develop/contribute-code.html">How to Contribute Code</a></li>
+<li class="toctree-l1"><a class="reference internal" href="develop/contribute-docs.html">How to Contribute to Documentation</a></li>
+</ul>
+<p class="caption"><span class="caption-text">Community</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="community/source-repository.html">Source Repository</a></li>
+<li class="toctree-l1"><a class="reference internal" href="community/mail-lists.html">Project Mailing Lists</a></li>
+<li class="toctree-l1"><a class="reference internal" href="community/issue-tracking.html">Issue Tracking</a></li>
+<li class="toctree-l1"><a class="reference internal" href="community/team-list.html">The SINGA Team</a></li>
+</ul>
+
+            
+          
+        </div>
+      </div>
+    </nav>
+
+    <section data-toggle="wy-nav-shift" class="wy-nav-content-wrap">
+
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+  <ul class="wy-breadcrumbs">
+    <li><a href="index.html">Docs</a> &raquo;</li>
+      
+    <li>Python Module Index</li>
+      <li class="wy-breadcrumbs-aside">
+        
+          
+        
+      </li>
+  </ul>
+  <hr/>
+</div>
+          <div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article">
+           <div itemprop="articleBody">
+            
+
+   <h1>Python Module Index</h1>
+
+   <div class="modindex-jumpbox">
+   <a href="#cap-s"><strong>s</strong></a>
+   </div>
+
+   <table class="indextable modindextable" cellspacing="0" cellpadding="2">
+     <tr class="pcap"><td></td><td>&nbsp;</td><td></td></tr>
+     <tr class="cap" id="cap-s"><td></td><td>
+       <strong>s</strong></td><td></td></tr>
+     <tr>
+       <td><img src="_static/minus.png" class="toggler"
+              id="toggle-1" style="display: none" alt="-" /></td>
+       <td>
+       <code class="xref">singa</code></td><td>
+       <em></em></td></tr>
+     <tr class="cg-1">
+       <td></td>
+       <td>&nbsp;&nbsp;&nbsp;
+       <a href="docs/converter.html#module-singa.converter"><code class="xref">singa.converter</code></a></td><td>
+       <em></em></td></tr>
+     <tr class="cg-1">
+       <td></td>
+       <td>&nbsp;&nbsp;&nbsp;
+       <a href="docs/data.html#module-singa.data"><code class="xref">singa.data</code></a></td><td>
+       <em></em></td></tr>
+     <tr class="cg-1">
+       <td></td>
+       <td>&nbsp;&nbsp;&nbsp;
+       <a href="docs/device.html#module-singa.device"><code class="xref">singa.device</code></a></td><td>
+       <em></em></td></tr>
+     <tr class="cg-1">
+       <td></td>
+       <td>&nbsp;&nbsp;&nbsp;
+       <a href="docs/image_tool.html#module-singa.image_tool"><code class="xref">singa.image_tool</code></a></td><td>
+       <em></em></td></tr>
+     <tr class="cg-1">
+       <td></td>
+       <td>&nbsp;&nbsp;&nbsp;
+       <a href="docs/initializer.html#module-singa.initializer"><code class="xref">singa.initializer</code></a></td><td>
+       <em></em></td></tr>
+     <tr class="cg-1">
+       <td></td>
+       <td>&nbsp;&nbsp;&nbsp;
+       <a href="docs/layer.html#module-singa.layer"><code class="xref">singa.layer</code></a></td><td>
+       <em></em></td></tr>
+     <tr class="cg-1">
+       <td></td>
+       <td>&nbsp;&nbsp;&nbsp;
+       <a href="docs/loss.html#module-singa.loss"><code class="xref">singa.loss</code></a></td><td>
+       <em></em></td></tr>
+     <tr class="cg-1">
+       <td></td>
+       <td>&nbsp;&nbsp;&nbsp;
+       <a href="docs/metric.html#module-singa.metric"><code class="xref">singa.metric</code></a></td><td>
+       <em></em></td></tr>
+     <tr class="cg-1">
+       <td></td>
+       <td>&nbsp;&nbsp;&nbsp;
+       <a href="docs/net.html#module-singa.net"><code class="xref">singa.net</code></a></td><td>
+       <em></em></td></tr>
+     <tr class="cg-1">
+       <td></td>
+       <td>&nbsp;&nbsp;&nbsp;
+       <a href="docs/optimizer.html#module-singa.optimizer"><code class="xref">singa.optimizer</code></a></td><td>
+       <em></em></td></tr>
+     <tr class="cg-1">
+       <td></td>
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