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+<title>Apache Singa: singa::LocalUpdater Class Reference</title>
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+<script type="text/javascript" src="jquery.js"></script>
+<script type="text/javascript" src="dynsections.js"></script>
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+<table cellspacing="0" cellpadding="0">
+ <tbody>
+ <tr style="height: 56px;">
+  <td id="projectalign" style="padding-left: 0.5em;">
+   <div id="projectname">Apache Singa
+   </div>
+   <div id="projectbrief">A General Distributed Deep Learning Library</div>
+  </td>
+ </tr>
+ </tbody>
+</table>
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+<div id="nav-path" class="navpath">
+  <ul>
+<li class="navelem"><a class="el" href="namespacesinga.html">singa</a></li><li 
class="navelem"><a class="el" 
href="classsinga_1_1LocalUpdater.html">LocalUpdater</a></li>  </ul>
+</div>
+</div><!-- top -->
+<div class="header">
+  <div class="summary">
+<a href="#nested-classes">Classes</a> &#124;
+<a href="#pub-methods">Public Member Functions</a> &#124;
+<a href="classsinga_1_1LocalUpdater-members.html">List of all members</a>  
</div>
+  <div class="headertitle">
+<div class="title">singa::LocalUpdater Class Reference</div>  </div>
+</div><!--header-->
+<div class="contents">
+
+<p><a class="el" href="classsinga_1_1LocalUpdater.html" title="LocalUpdater do 
gradient aggregation and update gradient calling the wrapped Optimizer on a 
specific ...">LocalUpdater</a> do gradient aggregation and update gradient 
calling the wrapped <a class="el" href="classsinga_1_1Optimizer.html" 
title="The base class for gradient descent algorithms used to update the model 
parameters in order to optimi...">Optimizer</a> on a specific device (i.e., CPU 
or GPU).  
+ <a href="classsinga_1_1LocalUpdater.html#details">More...</a></p>
+
+<p><code>#include &lt;<a class="el" 
href="updater_8h_source.html">updater.h</a>&gt;</code></p>
+<div class="dynheader">
+Inheritance diagram for singa::LocalUpdater:</div>
+<div class="dyncontent">
+<div class="center"><img src="classsinga_1_1LocalUpdater__inherit__graph.png" 
border="0" usemap="#singa_1_1LocalUpdater_inherit__map" alt="Inheritance 
graph"/></div>
+<!-- MAP 0 -->
+<center><span class="legend">[<a 
href="graph_legend.html">legend</a>]</span></center></div>
+<div class="dynheader">
+Collaboration diagram for singa::LocalUpdater:</div>
+<div class="dyncontent">
+<div class="center"><img src="classsinga_1_1LocalUpdater__coll__graph.png" 
border="0" usemap="#singa_1_1LocalUpdater_coll__map" alt="Collaboration 
graph"/></div>
+<!-- MAP 1 -->
+<center><span class="legend">[<a 
href="graph_legend.html">legend</a>]</span></center></div>
+<table class="memberdecls">
+<tr class="heading"><td colspan="2"><h2 class="groupheader"><a 
name="pub-methods"></a>
+Public Member Functions</h2></td></tr>
+<tr class="memitem:a42cc1d623486798832607a2ead0f31db"><td class="memItemLeft" 
align="right" valign="top"><a id="a42cc1d623486798832607a2ead0f31db"></a>
+&#160;</td><td class="memItemRight" valign="bottom"><b>LocalUpdater</b> (int 
total_num, <a class="el" href="classsinga_1_1Optimizer.html">Optimizer</a> 
*opt, std::shared_ptr&lt; <a class="el" 
href="classsinga_1_1Device.html">Device</a> &gt; dev=<a class="el" 
href="namespacesinga.html#af5fd1cb4e1a4b5ae9bba1377b034eb8d">defaultDevice</a>)</td></tr>
+<tr class="separator:a42cc1d623486798832607a2ead0f31db"><td 
class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:a4b44fb78738f1ed042c3425e5681aa33"><td class="memItemLeft" 
align="right" valign="top"><a id="a4b44fb78738f1ed042c3425e5681aa33"></a>
+virtual void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" 
href="classsinga_1_1LocalUpdater.html#a4b44fb78738f1ed042c3425e5681aa33">Register</a>
 (const string &amp;name, const ParamSpec &amp;specs) override</td></tr>
+<tr class="memdesc:a4b44fb78738f1ed042c3425e5681aa33"><td 
class="mdescLeft">&#160;</td><td class="mdescRight">Forward <a class="el" 
href="classsinga_1_1LocalUpdater.html#a4b44fb78738f1ed042c3425e5681aa33" 
title="Forward Register() to Optimizer. ">Register()</a> to <a class="el" 
href="classsinga_1_1Optimizer.html" title="The base class for gradient descent 
algorithms used to update the model parameters in order to 
optimi...">Optimizer</a>. <br /></td></tr>
+<tr class="separator:a4b44fb78738f1ed042c3425e5681aa33"><td 
class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:a700d688de66ac310dcaa93d0ce9adeb2"><td class="memItemLeft" 
align="right" valign="top">virtual void&#160;</td><td class="memItemRight" 
valign="bottom"><a class="el" 
href="classsinga_1_1LocalUpdater.html#a700d688de66ac310dcaa93d0ce9adeb2">Apply</a>
 (int step, const string &amp;name, <a class="el" 
href="classsinga_1_1Tensor.html">Tensor</a> &amp;grad, <a class="el" 
href="classsinga_1_1Tensor.html">Tensor</a> &amp;value) override</td></tr>
+<tr class="memdesc:a700d688de66ac310dcaa93d0ce9adeb2"><td 
class="mdescLeft">&#160;</td><td class="mdescRight">Update parameter value 
based on given gradient by invoking optimizer algoritim.  <a 
href="#a700d688de66ac310dcaa93d0ce9adeb2">More...</a><br /></td></tr>
+<tr class="separator:a700d688de66ac310dcaa93d0ce9adeb2"><td 
class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="inherit_header pub_methods_classsinga_1_1Updater"><td colspan="2" 
onclick="javascript:toggleInherit('pub_methods_classsinga_1_1Updater')"><img 
src="closed.png" alt="-"/>&#160;Public Member Functions inherited from <a 
class="el" href="classsinga_1_1Updater.html">singa::Updater</a></td></tr>
+<tr class="memitem:a076f5d544dc73d7d8ea629c683810f4f inherit 
pub_methods_classsinga_1_1Updater"><td class="memItemLeft" align="right" 
valign="top"><a id="a076f5d544dc73d7d8ea629c683810f4f"></a>
+&#160;</td><td class="memItemRight" valign="bottom"><b>Updater</b> (<a 
class="el" href="classsinga_1_1Optimizer.html">Optimizer</a> *opt)</td></tr>
+<tr class="separator:a076f5d544dc73d7d8ea629c683810f4f inherit 
pub_methods_classsinga_1_1Updater"><td class="memSeparator" 
colspan="2">&#160;</td></tr>
+<tr class="memitem:a6cc4fdac0b011f0500c0d7bf9ad78e1a inherit 
pub_methods_classsinga_1_1Updater"><td class="memItemLeft" align="right" 
valign="top"><a id="a6cc4fdac0b011f0500c0d7bf9ad78e1a"></a>
+virtual void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" 
href="classsinga_1_1Updater.html#a6cc4fdac0b011f0500c0d7bf9ad78e1a">Setup</a> 
(const OptimizerConf &amp;conf)</td></tr>
+<tr class="memdesc:a6cc4fdac0b011f0500c0d7bf9ad78e1a inherit 
pub_methods_classsinga_1_1Updater"><td class="mdescLeft">&#160;</td><td 
class="mdescRight">Forward <a class="el" 
href="classsinga_1_1Updater.html#a6cc4fdac0b011f0500c0d7bf9ad78e1a" 
title="Forward Setup() to Optimizer. ">Setup()</a> to <a class="el" 
href="classsinga_1_1Optimizer.html" title="The base class for gradient descent 
algorithms used to update the model parameters in order to 
optimi...">Optimizer</a>. <br /></td></tr>
+<tr class="separator:a6cc4fdac0b011f0500c0d7bf9ad78e1a inherit 
pub_methods_classsinga_1_1Updater"><td class="memSeparator" 
colspan="2">&#160;</td></tr>
+<tr class="memitem:aa0d7577d8025726e3274829aeafca7c1 inherit 
pub_methods_classsinga_1_1Updater"><td class="memItemLeft" align="right" 
valign="top"><a id="aa0d7577d8025726e3274829aeafca7c1"></a>
+<a class="el" href="classsinga_1_1Optimizer.html">Optimizer</a> 
*&#160;</td><td class="memItemRight" valign="bottom"><b>GetOptimizer</b> 
()</td></tr>
+<tr class="separator:aa0d7577d8025726e3274829aeafca7c1 inherit 
pub_methods_classsinga_1_1Updater"><td class="memSeparator" 
colspan="2">&#160;</td></tr>
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pub_methods_classsinga_1_1Updater"><td class="memItemLeft" align="right" 
valign="top"><a id="a56efaf6e6432f78ad214565088c9d546"></a>
+&#160;</td><td class="memItemRight" valign="bottom"><b>Updater</b> (const <a 
class="el" href="classsinga_1_1Updater.html">Updater</a> &amp;)=delete</td></tr>
+<tr class="separator:a56efaf6e6432f78ad214565088c9d546 inherit 
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colspan="2">&#160;</td></tr>
+<tr class="memitem:a9242e97e0aba87d58226f60e1ed54099 inherit 
pub_methods_classsinga_1_1Updater"><td class="memItemLeft" align="right" 
valign="top"><a id="a9242e97e0aba87d58226f60e1ed54099"></a>
+void&#160;</td><td class="memItemRight" valign="bottom"><b>operator=</b> 
(const <a class="el" href="classsinga_1_1Updater.html">Updater</a> 
&amp;)=delete</td></tr>
+<tr class="separator:a9242e97e0aba87d58226f60e1ed54099 inherit 
pub_methods_classsinga_1_1Updater"><td class="memSeparator" 
colspan="2">&#160;</td></tr>
+</table><table class="memberdecls">
+<tr class="heading"><td colspan="2"><h2 class="groupheader"><a 
name="inherited"></a>
+Additional Inherited Members</h2></td></tr>
+<tr class="inherit_header pro_attribs_classsinga_1_1Updater"><td colspan="2" 
onclick="javascript:toggleInherit('pro_attribs_classsinga_1_1Updater')"><img 
src="closed.png" alt="-"/>&#160;Protected Attributes inherited from <a 
class="el" href="classsinga_1_1Updater.html">singa::Updater</a></td></tr>
+<tr class="memitem:a5ddbf085ad8a0828a0ef1e8633e8a3e4 inherit 
pro_attribs_classsinga_1_1Updater"><td class="memItemLeft" align="right" 
valign="top"><a id="a5ddbf085ad8a0828a0ef1e8633e8a3e4"></a>
+<a class="el" href="classsinga_1_1Optimizer.html">Optimizer</a> 
*&#160;</td><td class="memItemRight" valign="bottom"><b>opt_</b></td></tr>
+<tr class="separator:a5ddbf085ad8a0828a0ef1e8633e8a3e4 inherit 
pro_attribs_classsinga_1_1Updater"><td class="memSeparator" 
colspan="2">&#160;</td></tr>
+</table>
+<a name="details" id="details"></a><h2 class="groupheader">Detailed 
Description</h2>
+<div class="textblock"><p><a class="el" href="classsinga_1_1LocalUpdater.html" 
title="LocalUpdater do gradient aggregation and update gradient calling the 
wrapped Optimizer on a specific ...">LocalUpdater</a> do gradient aggregation 
and update gradient calling the wrapped <a class="el" 
href="classsinga_1_1Optimizer.html" title="The base class for gradient descent 
algorithms used to update the model parameters in order to 
optimi...">Optimizer</a> on a specific device (i.e., CPU or GPU). </p>
+</div><h2 class="groupheader">Member Function Documentation</h2>
+<a id="a700d688de66ac310dcaa93d0ce9adeb2"></a>
+<h2 class="memtitle"><span class="permalink"><a 
href="#a700d688de66ac310dcaa93d0ce9adeb2">&#9670;&nbsp;</a></span>Apply()</h2>
+
+<div class="memitem">
+<div class="memproto">
+<table class="mlabels">
+  <tr>
+  <td class="mlabels-left">
+      <table class="memname">
+        <tr>
+          <td class="memname">virtual void singa::LocalUpdater::Apply </td>
+          <td>(</td>
+          <td class="paramtype">int&#160;</td>
+          <td class="paramname"><em>step</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">const string &amp;&#160;</td>
+          <td class="paramname"><em>name</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype"><a class="el" 
href="classsinga_1_1Tensor.html">Tensor</a> &amp;&#160;</td>
+          <td class="paramname"><em>grad</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype"><a class="el" 
href="classsinga_1_1Tensor.html">Tensor</a> &amp;&#160;</td>
+          <td class="paramname"><em>value</em>&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+  </td>
+  <td class="mlabels-right">
+<span class="mlabels"><span class="mlabel">override</span><span 
class="mlabel">virtual</span></span>  </td>
+  </tr>
+</table>
+</div><div class="memdoc">
+
+<p>Update parameter value based on given gradient by invoking optimizer 
algoritim. </p>
+<p>When tranining net call this function will be blocked until all the partial 
gradients are aggrageted in a synchronized style training. </p>
+
+<p>Reimplemented from <a class="el" 
href="classsinga_1_1Updater.html#ac07c0e7cd69b631244b7c2c4bb90c0ec">singa::Updater</a>.</p>
+
+</div>
+</div>
+<hr/>The documentation for this class was generated from the following 
file:<ul>
+<li>/home/moaz/incubator-singa/include/singa/model/<a class="el" 
href="updater_8h_source.html">updater.h</a></li>
+</ul>
+</div><!-- contents -->
+<!-- start footer part -->
+<hr class="footer"/><address class="footer"><small>
+Generated on Mon Apr 22 2019 12:27:05 for Apache Singa by &#160;<a 
href="http://www.doxygen.org/index.html";>
+<img class="footer" src="doxygen.png" alt="doxygen"/>
+</a> 1.8.13
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+<meta http-equiv="X-UA-Compatible" content="IE=9"/>
+<meta name="generator" content="Doxygen 1.8.13"/>
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+<title>Apache Singa: Member List</title>
+<link href="tabs.css" rel="stylesheet" type="text/css"/>
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+<link href="doxygen.css" rel="stylesheet" type="text/css" />
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+<body>
+<div id="top"><!-- do not remove this div, it is closed by doxygen! -->
+<div id="titlearea">
+<table cellspacing="0" cellpadding="0">
+ <tbody>
+ <tr style="height: 56px;">
+  <td id="projectalign" style="padding-left: 0.5em;">
+   <div id="projectname">Apache Singa
+   </div>
+   <div id="projectbrief">A General Distributed Deep Learning Library</div>
+  </td>
+ </tr>
+ </tbody>
+</table>
+</div>
+<!-- end header part -->
+<!-- Generated by Doxygen 1.8.13 -->
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+<script type="text/javascript" src="menu.js"></script>
+<script type="text/javascript">
+$(function() {
+  initMenu('',true,false,'search.php','Search');
+  $(document).ready(function() { init_search(); });
+});
+</script>
+<div id="main-nav"></div>
+<!-- window showing the filter options -->
+<div id="MSearchSelectWindow"
+     onmouseover="return searchBox.OnSearchSelectShow()"
+     onmouseout="return searchBox.OnSearchSelectHide()"
+     onkeydown="return searchBox.OnSearchSelectKey(event)">
+</div>
+
+<!-- iframe showing the search results (closed by default) -->
+<div id="MSearchResultsWindow">
+<iframe src="javascript:void(0)" frameborder="0" 
+        name="MSearchResults" id="MSearchResults">
+</iframe>
+</div>
+
+<div id="nav-path" class="navpath">
+  <ul>
+<li class="navelem"><a class="el" href="namespacesinga.html">singa</a></li><li 
class="navelem"><a class="el" href="classsinga_1_1Loss.html">Loss</a></li>  
</ul>
+</div>
+</div><!-- top -->
+<div class="header">
+  <div class="headertitle">
+<div class="title">singa::Loss Member List</div>  </div>
+</div><!--header-->
+<div class="contents">
+
+<p>This is the complete list of members for <a class="el" 
href="classsinga_1_1Loss.html">singa::Loss</a>, including all inherited 
members.</p>
+<table class="directory">
+  <tr class="even"><td class="entry"><a class="el" 
href="classsinga_1_1Loss.html#a82a5257979b7111e283b2da846124a08">Backward</a>()=0</td><td
 class="entry"><a class="el" 
href="classsinga_1_1Loss.html">singa::Loss</a></td><td class="entry"><span 
class="mlabel">pure virtual</span></td></tr>
+  <tr><td class="entry"><a class="el" 
href="classsinga_1_1Loss.html#a7dfd3be50e9f20430604d4adab1664ce">Evaluate</a>(int
 flag, const Tensor &amp;prediction, const Tensor &amp;target)</td><td 
class="entry"><a class="el" 
href="classsinga_1_1Loss.html">singa::Loss</a></td><td class="entry"><span 
class="mlabel">inline</span></td></tr>
+  <tr class="even"><td class="entry"><a class="el" 
href="classsinga_1_1Loss.html#ad8ce9cac8b07719a2dcf2e5a50585f80">Forward</a>(int
 flag, const Tensor &amp;prediction, const Tensor &amp;target)=0</td><td 
class="entry"><a class="el" 
href="classsinga_1_1Loss.html">singa::Loss</a></td><td class="entry"><span 
class="mlabel">pure virtual</span></td></tr>
+  <tr bgcolor="#f0f0f0"><td class="entry"><b>Loss</b>()=default (defined in <a 
class="el" href="classsinga_1_1Loss.html">singa::Loss</a>)</td><td 
class="entry"><a class="el" 
href="classsinga_1_1Loss.html">singa::Loss</a></td><td class="entry"></td></tr>
+  <tr bgcolor="#f0f0f0" class="even"><td class="entry"><b>Setup</b>(const 
string &amp;conf) (defined in <a class="el" 
href="classsinga_1_1Loss.html">singa::Loss</a>)</td><td class="entry"><a 
class="el" href="classsinga_1_1Loss.html">singa::Loss</a></td><td 
class="entry"><span class="mlabel">inline</span></td></tr>
+  <tr><td class="entry"><a class="el" 
href="classsinga_1_1Loss.html#a5be3a26d72200fb17ce1b2fa8c866525">Setup</a>(const
 LossConf &amp;conf)</td><td class="entry"><a class="el" 
href="classsinga_1_1Loss.html">singa::Loss</a></td><td class="entry"><span 
class="mlabel">inline</span><span class="mlabel">virtual</span></td></tr>
+  <tr bgcolor="#f0f0f0" class="even"><td 
class="entry"><b>ToDevice</b>(std::shared_ptr&lt; Device &gt; device) (defined 
in <a class="el" href="classsinga_1_1Loss.html">singa::Loss</a>)</td><td 
class="entry"><a class="el" 
href="classsinga_1_1Loss.html">singa::Loss</a></td><td class="entry"><span 
class="mlabel">inline</span><span class="mlabel">virtual</span></td></tr>
+  <tr bgcolor="#f0f0f0"><td class="entry"><b>~Loss</b>() (defined in <a 
class="el" href="classsinga_1_1Loss.html">singa::Loss</a>)</td><td 
class="entry"><a class="el" 
href="classsinga_1_1Loss.html">singa::Loss</a></td><td class="entry"><span 
class="mlabel">inline</span><span class="mlabel">virtual</span></td></tr>
+</table></div><!-- contents -->
+<!-- start footer part -->
+<hr class="footer"/><address class="footer"><small>
+Generated on Mon Apr 22 2019 12:27:05 for Apache Singa by &#160;<a 
href="http://www.doxygen.org/index.html";>
+<img class="footer" src="doxygen.png" alt="doxygen"/>
+</a> 1.8.13
+</small></address>
+</body>
+</html>

Added: incubator/singa/site/trunk/doxygen/html/classsinga_1_1Loss.html
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http://svn.apache.org/viewvc/incubator/singa/site/trunk/doxygen/html/classsinga_1_1Loss.html?rev=1857944&view=auto
==============================================================================
--- incubator/singa/site/trunk/doxygen/html/classsinga_1_1Loss.html (added)
+++ incubator/singa/site/trunk/doxygen/html/classsinga_1_1Loss.html Mon Apr 22 
10:37:18 2019
@@ -0,0 +1,214 @@
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" 
"http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd";>
+<html xmlns="http://www.w3.org/1999/xhtml";>
+<head>
+<meta http-equiv="Content-Type" content="text/xhtml;charset=UTF-8"/>
+<meta http-equiv="X-UA-Compatible" content="IE=9"/>
+<meta name="generator" content="Doxygen 1.8.13"/>
+<meta name="viewport" content="width=device-width, initial-scale=1"/>
+<title>Apache Singa: singa::Loss Class Reference</title>
+<link href="tabs.css" rel="stylesheet" type="text/css"/>
+<script type="text/javascript" src="jquery.js"></script>
+<script type="text/javascript" src="dynsections.js"></script>
+<link href="search/search.css" rel="stylesheet" type="text/css"/>
+<script type="text/javascript" src="search/searchdata.js"></script>
+<script type="text/javascript" src="search/search.js"></script>
+<link href="doxygen.css" rel="stylesheet" type="text/css" />
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+<body>
+<div id="top"><!-- do not remove this div, it is closed by doxygen! -->
+<div id="titlearea">
+<table cellspacing="0" cellpadding="0">
+ <tbody>
+ <tr style="height: 56px;">
+  <td id="projectalign" style="padding-left: 0.5em;">
+   <div id="projectname">Apache Singa
+   </div>
+   <div id="projectbrief">A General Distributed Deep Learning Library</div>
+  </td>
+ </tr>
+ </tbody>
+</table>
+</div>
+<!-- end header part -->
+<!-- Generated by Doxygen 1.8.13 -->
+<script type="text/javascript">
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+<script type="text/javascript" src="menu.js"></script>
+<script type="text/javascript">
+$(function() {
+  initMenu('',true,false,'search.php','Search');
+  $(document).ready(function() { init_search(); });
+});
+</script>
+<div id="main-nav"></div>
+<!-- window showing the filter options -->
+<div id="MSearchSelectWindow"
+     onmouseover="return searchBox.OnSearchSelectShow()"
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+<!-- iframe showing the search results (closed by default) -->
+<div id="MSearchResultsWindow">
+<iframe src="javascript:void(0)" frameborder="0" 
+        name="MSearchResults" id="MSearchResults">
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+</div>
+
+<div id="nav-path" class="navpath">
+  <ul>
+<li class="navelem"><a class="el" href="namespacesinga.html">singa</a></li><li 
class="navelem"><a class="el" href="classsinga_1_1Loss.html">Loss</a></li>  
</ul>
+</div>
+</div><!-- top -->
+<div class="header">
+  <div class="summary">
+<a href="#pub-methods">Public Member Functions</a> &#124;
+<a href="classsinga_1_1Loss-members.html">List of all members</a>  </div>
+  <div class="headertitle">
+<div class="title">singa::Loss Class Reference<span class="mlabels"><span 
class="mlabel">abstract</span></span></div>  </div>
+</div><!--header-->
+<div class="contents">
+
+<p>The base loss class, which declares the APIs for computing the objective 
score (loss) for a pair of prediction (from the model) and the target (i.e.  
+ <a href="classsinga_1_1Loss.html#details">More...</a></p>
+
+<p><code>#include &lt;<a class="el" 
href="loss_8h_source.html">loss.h</a>&gt;</code></p>
+<div class="dynheader">
+Inheritance diagram for singa::Loss:</div>
+<div class="dyncontent">
+<div class="center"><img src="classsinga_1_1Loss__inherit__graph.png" 
border="0" usemap="#singa_1_1Loss_inherit__map" alt="Inheritance graph"/></div>
+<!-- MAP 0 -->
+<center><span class="legend">[<a 
href="graph_legend.html">legend</a>]</span></center></div>
+<table class="memberdecls">
+<tr class="heading"><td colspan="2"><h2 class="groupheader"><a 
name="pub-methods"></a>
+Public Member Functions</h2></td></tr>
+<tr class="memitem:ab1ffff2b3ddebd84bd1ea19104e1bba5"><td class="memItemLeft" 
align="right" valign="top"><a id="ab1ffff2b3ddebd84bd1ea19104e1bba5"></a>
+void&#160;</td><td class="memItemRight" valign="bottom"><b>Setup</b> (const 
string &amp;conf)</td></tr>
+<tr class="separator:ab1ffff2b3ddebd84bd1ea19104e1bba5"><td 
class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:afe5a390383602feed7b0adf3a6afb487"><td class="memItemLeft" 
align="right" valign="top"><a id="afe5a390383602feed7b0adf3a6afb487"></a>
+virtual void&#160;</td><td class="memItemRight" 
valign="bottom"><b>ToDevice</b> (std::shared_ptr&lt; <a class="el" 
href="classsinga_1_1Device.html">Device</a> &gt; device)</td></tr>
+<tr class="separator:afe5a390383602feed7b0adf3a6afb487"><td 
class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:a5be3a26d72200fb17ce1b2fa8c866525"><td class="memItemLeft" 
align="right" valign="top"><a id="a5be3a26d72200fb17ce1b2fa8c866525"></a>
+virtual void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" 
href="classsinga_1_1Loss.html#a5be3a26d72200fb17ce1b2fa8c866525">Setup</a> 
(const LossConf &amp;conf)</td></tr>
+<tr class="memdesc:a5be3a26d72200fb17ce1b2fa8c866525"><td 
class="mdescLeft">&#160;</td><td class="mdescRight">Set meta fields from user 
configurations. <br /></td></tr>
+<tr class="separator:a5be3a26d72200fb17ce1b2fa8c866525"><td 
class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:ad8ce9cac8b07719a2dcf2e5a50585f80"><td class="memItemLeft" 
align="right" valign="top">virtual <a class="el" 
href="classsinga_1_1Tensor.html">Tensor</a>&#160;</td><td class="memItemRight" 
valign="bottom"><a class="el" 
href="classsinga_1_1Loss.html#ad8ce9cac8b07719a2dcf2e5a50585f80">Forward</a> 
(int flag, const <a class="el" href="classsinga_1_1Tensor.html">Tensor</a> 
&amp;prediction, const <a class="el" 
href="classsinga_1_1Tensor.html">Tensor</a> &amp;target)=0</td></tr>
+<tr class="memdesc:ad8ce9cac8b07719a2dcf2e5a50585f80"><td 
class="mdescLeft">&#160;</td><td class="mdescRight">Compute the loss values for 
each sample/instance given the prediction and the target.  <a 
href="#ad8ce9cac8b07719a2dcf2e5a50585f80">More...</a><br /></td></tr>
+<tr class="separator:ad8ce9cac8b07719a2dcf2e5a50585f80"><td 
class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:a7dfd3be50e9f20430604d4adab1664ce"><td class="memItemLeft" 
align="right" valign="top">float&#160;</td><td class="memItemRight" 
valign="bottom"><a class="el" 
href="classsinga_1_1Loss.html#a7dfd3be50e9f20430604d4adab1664ce">Evaluate</a> 
(int flag, const <a class="el" href="classsinga_1_1Tensor.html">Tensor</a> 
&amp;prediction, const <a class="el" 
href="classsinga_1_1Tensor.html">Tensor</a> &amp;target)</td></tr>
+<tr class="memdesc:a7dfd3be50e9f20430604d4adab1664ce"><td 
class="mdescLeft">&#160;</td><td class="mdescRight">Average loss values for all 
samples in the mini-batch It calls <a class="el" 
href="classsinga_1_1Loss.html#ad8ce9cac8b07719a2dcf2e5a50585f80" title="Compute 
the loss values for each sample/instance given the prediction and the target. 
">Forward()</a> internally.  <a 
href="#a7dfd3be50e9f20430604d4adab1664ce">More...</a><br /></td></tr>
+<tr class="separator:a7dfd3be50e9f20430604d4adab1664ce"><td 
class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:a82a5257979b7111e283b2da846124a08"><td class="memItemLeft" 
align="right" valign="top"><a id="a82a5257979b7111e283b2da846124a08"></a>
+virtual <a class="el" 
href="classsinga_1_1Tensor.html">Tensor</a>&#160;</td><td class="memItemRight" 
valign="bottom"><a class="el" 
href="classsinga_1_1Loss.html#a82a5257979b7111e283b2da846124a08">Backward</a> 
()=0</td></tr>
+<tr class="memdesc:a82a5257979b7111e283b2da846124a08"><td 
class="mdescLeft">&#160;</td><td class="mdescRight">Compute the gradients of 
the loss values w.r.t. the prediction. <br /></td></tr>
+<tr class="separator:a82a5257979b7111e283b2da846124a08"><td 
class="memSeparator" colspan="2">&#160;</td></tr>
+</table>
+<a name="details" id="details"></a><h2 class="groupheader">Detailed 
Description</h2>
+<div class="textblock"><p>The base loss class, which declares the APIs for 
computing the objective score (loss) for a pair of prediction (from the model) 
and the target (i.e. </p>
+<p>the ground truth). It also computes the gradients of the objective w.r.t. 
the prediction. It has similar APIs as <a class="el" 
href="classsinga_1_1Layer.html" title="The base layer class. ">Layer</a>. </p>
+</div><h2 class="groupheader">Member Function Documentation</h2>
+<a id="a7dfd3be50e9f20430604d4adab1664ce"></a>
+<h2 class="memtitle"><span class="permalink"><a 
href="#a7dfd3be50e9f20430604d4adab1664ce">&#9670;&nbsp;</a></span>Evaluate()</h2>
+
+<div class="memitem">
+<div class="memproto">
+<table class="mlabels">
+  <tr>
+  <td class="mlabels-left">
+      <table class="memname">
+        <tr>
+          <td class="memname">float singa::Loss::Evaluate </td>
+          <td>(</td>
+          <td class="paramtype">int&#160;</td>
+          <td class="paramname"><em>flag</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">const <a class="el" 
href="classsinga_1_1Tensor.html">Tensor</a> &amp;&#160;</td>
+          <td class="paramname"><em>prediction</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">const <a class="el" 
href="classsinga_1_1Tensor.html">Tensor</a> &amp;&#160;</td>
+          <td class="paramname"><em>target</em>&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+  </td>
+  <td class="mlabels-right">
+<span class="mlabels"><span class="mlabel">inline</span></span>  </td>
+  </tr>
+</table>
+</div><div class="memdoc">
+
+<p>Average loss values for all samples in the mini-batch It calls <a 
class="el" href="classsinga_1_1Loss.html#ad8ce9cac8b07719a2dcf2e5a50585f80" 
title="Compute the loss values for each sample/instance given the prediction 
and the target. ">Forward()</a> internally. </p>
+<p>The calling pattern should be [Evaluate|Forward] Backward. </p>
+
+</div>
+</div>
+<a id="ad8ce9cac8b07719a2dcf2e5a50585f80"></a>
+<h2 class="memtitle"><span class="permalink"><a 
href="#ad8ce9cac8b07719a2dcf2e5a50585f80">&#9670;&nbsp;</a></span>Forward()</h2>
+
+<div class="memitem">
+<div class="memproto">
+<table class="mlabels">
+  <tr>
+  <td class="mlabels-left">
+      <table class="memname">
+        <tr>
+          <td class="memname">virtual <a class="el" 
href="classsinga_1_1Tensor.html">Tensor</a> singa::Loss::Forward </td>
+          <td>(</td>
+          <td class="paramtype">int&#160;</td>
+          <td class="paramname"><em>flag</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">const <a class="el" 
href="classsinga_1_1Tensor.html">Tensor</a> &amp;&#160;</td>
+          <td class="paramname"><em>prediction</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">const <a class="el" 
href="classsinga_1_1Tensor.html">Tensor</a> &amp;&#160;</td>
+          <td class="paramname"><em>target</em>&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+  </td>
+  <td class="mlabels-right">
+<span class="mlabels"><span class="mlabel">pure virtual</span></span>  </td>
+  </tr>
+</table>
+</div><div class="memdoc">
+
+<p>Compute the loss values for each sample/instance given the prediction and 
the target. </p>
+
+<p>Implemented in <a class="el" 
href="classsinga_1_1SoftmaxCrossEntropy.html#a7dacf1dfecad29db29d942e874f3a8fa">singa::SoftmaxCrossEntropy</a>,
 and <a class="el" 
href="classsinga_1_1MSE.html#a1ef0a065a58e39957d6de834cf99e917">singa::MSE</a>.</p>
+
+</div>
+</div>
+<hr/>The documentation for this class was generated from the following 
file:<ul>
+<li>/home/moaz/incubator-singa/include/singa/model/<a class="el" 
href="loss_8h_source.html">loss.h</a></li>
+</ul>
+</div><!-- contents -->
+<!-- start footer part -->
+<hr class="footer"/><address class="footer"><small>
+Generated on Mon Apr 22 2019 12:27:05 for Apache Singa by &#160;<a 
href="http://www.doxygen.org/index.html";>
+<img class="footer" src="doxygen.png" alt="doxygen"/>
+</a> 1.8.13
+</small></address>
+</body>
+</html>

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URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/doxygen/html/classsinga_1_1MSE-members.html?rev=1857944&view=auto
==============================================================================
--- incubator/singa/site/trunk/doxygen/html/classsinga_1_1MSE-members.html 
(added)
+++ incubator/singa/site/trunk/doxygen/html/classsinga_1_1MSE-members.html Mon 
Apr 22 10:37:18 2019
@@ -0,0 +1,89 @@
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" 
"http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd";>
+<html xmlns="http://www.w3.org/1999/xhtml";>
+<head>
+<meta http-equiv="Content-Type" content="text/xhtml;charset=UTF-8"/>
+<meta http-equiv="X-UA-Compatible" content="IE=9"/>
+<meta name="generator" content="Doxygen 1.8.13"/>
+<meta name="viewport" content="width=device-width, initial-scale=1"/>
+<title>Apache Singa: Member List</title>
+<link href="tabs.css" rel="stylesheet" type="text/css"/>
+<script type="text/javascript" src="jquery.js"></script>
+<script type="text/javascript" src="dynsections.js"></script>
+<link href="search/search.css" rel="stylesheet" type="text/css"/>
+<script type="text/javascript" src="search/searchdata.js"></script>
+<script type="text/javascript" src="search/search.js"></script>
+<link href="doxygen.css" rel="stylesheet" type="text/css" />
+</head>
+<body>
+<div id="top"><!-- do not remove this div, it is closed by doxygen! -->
+<div id="titlearea">
+<table cellspacing="0" cellpadding="0">
+ <tbody>
+ <tr style="height: 56px;">
+  <td id="projectalign" style="padding-left: 0.5em;">
+   <div id="projectname">Apache Singa
+   </div>
+   <div id="projectbrief">A General Distributed Deep Learning Library</div>
+  </td>
+ </tr>
+ </tbody>
+</table>
+</div>
+<!-- end header part -->
+<!-- Generated by Doxygen 1.8.13 -->
+<script type="text/javascript">
+var searchBox = new SearchBox("searchBox", "search",false,'Search');
+</script>
+<script type="text/javascript" src="menudata.js"></script>
+<script type="text/javascript" src="menu.js"></script>
+<script type="text/javascript">
+$(function() {
+  initMenu('',true,false,'search.php','Search');
+  $(document).ready(function() { init_search(); });
+});
+</script>
+<div id="main-nav"></div>
+<!-- window showing the filter options -->
+<div id="MSearchSelectWindow"
+     onmouseover="return searchBox.OnSearchSelectShow()"
+     onmouseout="return searchBox.OnSearchSelectHide()"
+     onkeydown="return searchBox.OnSearchSelectKey(event)">
+</div>
+
+<!-- iframe showing the search results (closed by default) -->
+<div id="MSearchResultsWindow">
+<iframe src="javascript:void(0)" frameborder="0" 
+        name="MSearchResults" id="MSearchResults">
+</iframe>
+</div>
+
+<div id="nav-path" class="navpath">
+  <ul>
+<li class="navelem"><a class="el" href="namespacesinga.html">singa</a></li><li 
class="navelem"><a class="el" href="classsinga_1_1MSE.html">MSE</a></li>  </ul>
+</div>
+</div><!-- top -->
+<div class="header">
+  <div class="headertitle">
+<div class="title">singa::MSE Member List</div>  </div>
+</div><!--header-->
+<div class="contents">
+
+<p>This is the complete list of members for <a class="el" 
href="classsinga_1_1MSE.html">singa::MSE</a>, including all inherited 
members.</p>
+<table class="directory">
+  <tr class="even"><td class="entry"><a class="el" 
href="classsinga_1_1MSE.html#af7aa618b33de0ed0d1da3ba9878c7987">Backward</a>() 
override</td><td class="entry"><a class="el" 
href="classsinga_1_1MSE.html">singa::MSE</a></td><td class="entry"><span 
class="mlabel">virtual</span></td></tr>
+  <tr><td class="entry"><a class="el" 
href="classsinga_1_1Loss.html#a7dfd3be50e9f20430604d4adab1664ce">Evaluate</a>(int
 flag, const Tensor &amp;prediction, const Tensor &amp;target)</td><td 
class="entry"><a class="el" 
href="classsinga_1_1Loss.html">singa::Loss</a></td><td class="entry"><span 
class="mlabel">inline</span></td></tr>
+  <tr class="even"><td class="entry"><a class="el" 
href="classsinga_1_1MSE.html#a1ef0a065a58e39957d6de834cf99e917">Forward</a>(int 
flag, const Tensor &amp;prediction, const Tensor &amp;target) override</td><td 
class="entry"><a class="el" 
href="classsinga_1_1MSE.html">singa::MSE</a></td><td class="entry"><span 
class="mlabel">virtual</span></td></tr>
+  <tr bgcolor="#f0f0f0"><td class="entry"><b>Loss</b>()=default (defined in <a 
class="el" href="classsinga_1_1Loss.html">singa::Loss</a>)</td><td 
class="entry"><a class="el" 
href="classsinga_1_1Loss.html">singa::Loss</a></td><td class="entry"></td></tr>
+  <tr bgcolor="#f0f0f0" class="even"><td class="entry"><b>Setup</b>(const 
string &amp;conf) (defined in <a class="el" 
href="classsinga_1_1Loss.html">singa::Loss</a>)</td><td class="entry"><a 
class="el" href="classsinga_1_1Loss.html">singa::Loss</a></td><td 
class="entry"><span class="mlabel">inline</span></td></tr>
+  <tr><td class="entry"><a class="el" 
href="classsinga_1_1Loss.html#a5be3a26d72200fb17ce1b2fa8c866525">Setup</a>(const
 LossConf &amp;conf)</td><td class="entry"><a class="el" 
href="classsinga_1_1Loss.html">singa::Loss</a></td><td class="entry"><span 
class="mlabel">inline</span><span class="mlabel">virtual</span></td></tr>
+  <tr bgcolor="#f0f0f0" class="even"><td 
class="entry"><b>ToDevice</b>(std::shared_ptr&lt; Device &gt; device) (defined 
in <a class="el" href="classsinga_1_1Loss.html">singa::Loss</a>)</td><td 
class="entry"><a class="el" 
href="classsinga_1_1Loss.html">singa::Loss</a></td><td class="entry"><span 
class="mlabel">inline</span><span class="mlabel">virtual</span></td></tr>
+  <tr bgcolor="#f0f0f0"><td class="entry"><b>~Loss</b>() (defined in <a 
class="el" href="classsinga_1_1Loss.html">singa::Loss</a>)</td><td 
class="entry"><a class="el" 
href="classsinga_1_1Loss.html">singa::Loss</a></td><td class="entry"><span 
class="mlabel">inline</span><span class="mlabel">virtual</span></td></tr>
+</table></div><!-- contents -->
+<!-- start footer part -->
+<hr class="footer"/><address class="footer"><small>
+Generated on Mon Apr 22 2019 12:27:05 for Apache Singa by &#160;<a 
href="http://www.doxygen.org/index.html";>
+<img class="footer" src="doxygen.png" alt="doxygen"/>
+</a> 1.8.13
+</small></address>
+</body>
+</html>

Added: incubator/singa/site/trunk/doxygen/html/classsinga_1_1MSE.html
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/doxygen/html/classsinga_1_1MSE.html?rev=1857944&view=auto
==============================================================================
--- incubator/singa/site/trunk/doxygen/html/classsinga_1_1MSE.html (added)
+++ incubator/singa/site/trunk/doxygen/html/classsinga_1_1MSE.html Mon Apr 22 
10:37:18 2019
@@ -0,0 +1,204 @@
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" 
"http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd";>
+<html xmlns="http://www.w3.org/1999/xhtml";>
+<head>
+<meta http-equiv="Content-Type" content="text/xhtml;charset=UTF-8"/>
+<meta http-equiv="X-UA-Compatible" content="IE=9"/>
+<meta name="generator" content="Doxygen 1.8.13"/>
+<meta name="viewport" content="width=device-width, initial-scale=1"/>
+<title>Apache Singa: singa::MSE Class Reference</title>
+<link href="tabs.css" rel="stylesheet" type="text/css"/>
+<script type="text/javascript" src="jquery.js"></script>
+<script type="text/javascript" src="dynsections.js"></script>
+<link href="search/search.css" rel="stylesheet" type="text/css"/>
+<script type="text/javascript" src="search/searchdata.js"></script>
+<script type="text/javascript" src="search/search.js"></script>
+<link href="doxygen.css" rel="stylesheet" type="text/css" />
+</head>
+<body>
+<div id="top"><!-- do not remove this div, it is closed by doxygen! -->
+<div id="titlearea">
+<table cellspacing="0" cellpadding="0">
+ <tbody>
+ <tr style="height: 56px;">
+  <td id="projectalign" style="padding-left: 0.5em;">
+   <div id="projectname">Apache Singa
+   </div>
+   <div id="projectbrief">A General Distributed Deep Learning Library</div>
+  </td>
+ </tr>
+ </tbody>
+</table>
+</div>
+<!-- end header part -->
+<!-- Generated by Doxygen 1.8.13 -->
+<script type="text/javascript">
+var searchBox = new SearchBox("searchBox", "search",false,'Search');
+</script>
+<script type="text/javascript" src="menudata.js"></script>
+<script type="text/javascript" src="menu.js"></script>
+<script type="text/javascript">
+$(function() {
+  initMenu('',true,false,'search.php','Search');
+  $(document).ready(function() { init_search(); });
+});
+</script>
+<div id="main-nav"></div>
+<!-- window showing the filter options -->
+<div id="MSearchSelectWindow"
+     onmouseover="return searchBox.OnSearchSelectShow()"
+     onmouseout="return searchBox.OnSearchSelectHide()"
+     onkeydown="return searchBox.OnSearchSelectKey(event)">
+</div>
+
+<!-- iframe showing the search results (closed by default) -->
+<div id="MSearchResultsWindow">
+<iframe src="javascript:void(0)" frameborder="0" 
+        name="MSearchResults" id="MSearchResults">
+</iframe>
+</div>
+
+<div id="nav-path" class="navpath">
+  <ul>
+<li class="navelem"><a class="el" href="namespacesinga.html">singa</a></li><li 
class="navelem"><a class="el" href="classsinga_1_1MSE.html">MSE</a></li>  </ul>
+</div>
+</div><!-- top -->
+<div class="header">
+  <div class="summary">
+<a href="#pub-methods">Public Member Functions</a> &#124;
+<a href="classsinga_1_1MSE-members.html">List of all members</a>  </div>
+  <div class="headertitle">
+<div class="title">singa::MSE Class Reference</div>  </div>
+</div><!--header-->
+<div class="contents">
+
+<p><a class="el" href="classsinga_1_1MSE.html" title="MSE is for mean squared 
error or squared euclidean distance. ">MSE</a> is for mean squared error or 
squared euclidean distance.  
+ <a href="classsinga_1_1MSE.html#details">More...</a></p>
+
+<p><code>#include &lt;<a class="el" 
href="loss_8h_source.html">loss.h</a>&gt;</code></p>
+<div class="dynheader">
+Inheritance diagram for singa::MSE:</div>
+<div class="dyncontent">
+<div class="center"><img src="classsinga_1_1MSE__inherit__graph.png" 
border="0" usemap="#singa_1_1MSE_inherit__map" alt="Inheritance graph"/></div>
+<!-- MAP 0 -->
+<center><span class="legend">[<a 
href="graph_legend.html">legend</a>]</span></center></div>
+<div class="dynheader">
+Collaboration diagram for singa::MSE:</div>
+<div class="dyncontent">
+<div class="center"><img src="classsinga_1_1MSE__coll__graph.png" border="0" 
usemap="#singa_1_1MSE_coll__map" alt="Collaboration graph"/></div>
+<!-- MAP 1 -->
+<center><span class="legend">[<a 
href="graph_legend.html">legend</a>]</span></center></div>
+<table class="memberdecls">
+<tr class="heading"><td colspan="2"><h2 class="groupheader"><a 
name="pub-methods"></a>
+Public Member Functions</h2></td></tr>
+<tr class="memitem:a1ef0a065a58e39957d6de834cf99e917"><td class="memItemLeft" 
align="right" valign="top"><a class="el" 
href="classsinga_1_1Tensor.html">Tensor</a>&#160;</td><td class="memItemRight" 
valign="bottom"><a class="el" 
href="classsinga_1_1MSE.html#a1ef0a065a58e39957d6de834cf99e917">Forward</a> 
(int flag, const <a class="el" href="classsinga_1_1Tensor.html">Tensor</a> 
&amp;prediction, const <a class="el" 
href="classsinga_1_1Tensor.html">Tensor</a> &amp;target) override</td></tr>
+<tr class="memdesc:a1ef0a065a58e39957d6de834cf99e917"><td 
class="mdescLeft">&#160;</td><td class="mdescRight">Compute the loss values for 
each sample/instance given the prediction and the target, which is 
0.5/||prediction-target||^2 Users can call Average(const Tensor&amp;) to get 
the average loss value over all samples in the batch.  <a 
href="#a1ef0a065a58e39957d6de834cf99e917">More...</a><br /></td></tr>
+<tr class="separator:a1ef0a065a58e39957d6de834cf99e917"><td 
class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:af7aa618b33de0ed0d1da3ba9878c7987"><td class="memItemLeft" 
align="right" valign="top"><a class="el" 
href="classsinga_1_1Tensor.html">Tensor</a>&#160;</td><td class="memItemRight" 
valign="bottom"><a class="el" 
href="classsinga_1_1MSE.html#af7aa618b33de0ed0d1da3ba9878c7987">Backward</a> () 
override</td></tr>
+<tr class="memdesc:af7aa618b33de0ed0d1da3ba9878c7987"><td 
class="mdescLeft">&#160;</td><td class="mdescRight">Compute the gradients of 
the loss values w.r.t.  <a 
href="#af7aa618b33de0ed0d1da3ba9878c7987">More...</a><br /></td></tr>
+<tr class="separator:af7aa618b33de0ed0d1da3ba9878c7987"><td 
class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="inherit_header pub_methods_classsinga_1_1Loss"><td colspan="2" 
onclick="javascript:toggleInherit('pub_methods_classsinga_1_1Loss')"><img 
src="closed.png" alt="-"/>&#160;Public Member Functions inherited from <a 
class="el" href="classsinga_1_1Loss.html">singa::Loss</a></td></tr>
+<tr class="memitem:ab1ffff2b3ddebd84bd1ea19104e1bba5 inherit 
pub_methods_classsinga_1_1Loss"><td class="memItemLeft" align="right" 
valign="top"><a id="ab1ffff2b3ddebd84bd1ea19104e1bba5"></a>
+void&#160;</td><td class="memItemRight" valign="bottom"><b>Setup</b> (const 
string &amp;conf)</td></tr>
+<tr class="separator:ab1ffff2b3ddebd84bd1ea19104e1bba5 inherit 
pub_methods_classsinga_1_1Loss"><td class="memSeparator" 
colspan="2">&#160;</td></tr>
+<tr class="memitem:afe5a390383602feed7b0adf3a6afb487 inherit 
pub_methods_classsinga_1_1Loss"><td class="memItemLeft" align="right" 
valign="top"><a id="afe5a390383602feed7b0adf3a6afb487"></a>
+virtual void&#160;</td><td class="memItemRight" 
valign="bottom"><b>ToDevice</b> (std::shared_ptr&lt; <a class="el" 
href="classsinga_1_1Device.html">Device</a> &gt; device)</td></tr>
+<tr class="separator:afe5a390383602feed7b0adf3a6afb487 inherit 
pub_methods_classsinga_1_1Loss"><td class="memSeparator" 
colspan="2">&#160;</td></tr>
+<tr class="memitem:a5be3a26d72200fb17ce1b2fa8c866525 inherit 
pub_methods_classsinga_1_1Loss"><td class="memItemLeft" align="right" 
valign="top"><a id="a5be3a26d72200fb17ce1b2fa8c866525"></a>
+virtual void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" 
href="classsinga_1_1Loss.html#a5be3a26d72200fb17ce1b2fa8c866525">Setup</a> 
(const LossConf &amp;conf)</td></tr>
+<tr class="memdesc:a5be3a26d72200fb17ce1b2fa8c866525 inherit 
pub_methods_classsinga_1_1Loss"><td class="mdescLeft">&#160;</td><td 
class="mdescRight">Set meta fields from user configurations. <br /></td></tr>
+<tr class="separator:a5be3a26d72200fb17ce1b2fa8c866525 inherit 
pub_methods_classsinga_1_1Loss"><td class="memSeparator" 
colspan="2">&#160;</td></tr>
+<tr class="memitem:a7dfd3be50e9f20430604d4adab1664ce inherit 
pub_methods_classsinga_1_1Loss"><td class="memItemLeft" align="right" 
valign="top">float&#160;</td><td class="memItemRight" valign="bottom"><a 
class="el" 
href="classsinga_1_1Loss.html#a7dfd3be50e9f20430604d4adab1664ce">Evaluate</a> 
(int flag, const <a class="el" href="classsinga_1_1Tensor.html">Tensor</a> 
&amp;prediction, const <a class="el" 
href="classsinga_1_1Tensor.html">Tensor</a> &amp;target)</td></tr>
+<tr class="memdesc:a7dfd3be50e9f20430604d4adab1664ce inherit 
pub_methods_classsinga_1_1Loss"><td class="mdescLeft">&#160;</td><td 
class="mdescRight">Average loss values for all samples in the mini-batch It 
calls <a class="el" 
href="classsinga_1_1Loss.html#ad8ce9cac8b07719a2dcf2e5a50585f80" title="Compute 
the loss values for each sample/instance given the prediction and the target. 
">Forward()</a> internally.  <a 
href="classsinga_1_1Loss.html#a7dfd3be50e9f20430604d4adab1664ce">More...</a><br 
/></td></tr>
+<tr class="separator:a7dfd3be50e9f20430604d4adab1664ce inherit 
pub_methods_classsinga_1_1Loss"><td class="memSeparator" 
colspan="2">&#160;</td></tr>
+</table>
+<a name="details" id="details"></a><h2 class="groupheader">Detailed 
Description</h2>
+<div class="textblock"><p><a class="el" href="classsinga_1_1MSE.html" 
title="MSE is for mean squared error or squared euclidean distance. ">MSE</a> 
is for mean squared error or squared euclidean distance. </p>
+</div><h2 class="groupheader">Member Function Documentation</h2>
+<a id="af7aa618b33de0ed0d1da3ba9878c7987"></a>
+<h2 class="memtitle"><span class="permalink"><a 
href="#af7aa618b33de0ed0d1da3ba9878c7987">&#9670;&nbsp;</a></span>Backward()</h2>
+
+<div class="memitem">
+<div class="memproto">
+<table class="mlabels">
+  <tr>
+  <td class="mlabels-left">
+      <table class="memname">
+        <tr>
+          <td class="memname"><a class="el" 
href="classsinga_1_1Tensor.html">Tensor</a> singa::MSE::Backward </td>
+          <td>(</td>
+          <td class="paramname"></td><td>)</td>
+          <td></td>
+        </tr>
+      </table>
+  </td>
+  <td class="mlabels-right">
+<span class="mlabels"><span class="mlabel">override</span><span 
class="mlabel">virtual</span></span>  </td>
+  </tr>
+</table>
+</div><div class="memdoc">
+
+<p>Compute the gradients of the loss values w.r.t. </p>
+<p>the prediction, which is (prediction-target)/batchsize </p>
+
+<p>Implements <a class="el" 
href="classsinga_1_1Loss.html#a82a5257979b7111e283b2da846124a08">singa::Loss</a>.</p>
+
+</div>
+</div>
+<a id="a1ef0a065a58e39957d6de834cf99e917"></a>
+<h2 class="memtitle"><span class="permalink"><a 
href="#a1ef0a065a58e39957d6de834cf99e917">&#9670;&nbsp;</a></span>Forward()</h2>
+
+<div class="memitem">
+<div class="memproto">
+<table class="mlabels">
+  <tr>
+  <td class="mlabels-left">
+      <table class="memname">
+        <tr>
+          <td class="memname"><a class="el" 
href="classsinga_1_1Tensor.html">Tensor</a> singa::MSE::Forward </td>
+          <td>(</td>
+          <td class="paramtype">int&#160;</td>
+          <td class="paramname"><em>flag</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">const <a class="el" 
href="classsinga_1_1Tensor.html">Tensor</a> &amp;&#160;</td>
+          <td class="paramname"><em>prediction</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">const <a class="el" 
href="classsinga_1_1Tensor.html">Tensor</a> &amp;&#160;</td>
+          <td class="paramname"><em>target</em>&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+  </td>
+  <td class="mlabels-right">
+<span class="mlabels"><span class="mlabel">override</span><span 
class="mlabel">virtual</span></span>  </td>
+  </tr>
+</table>
+</div><div class="memdoc">
+
+<p>Compute the loss values for each sample/instance given the prediction and 
the target, which is 0.5/||prediction-target||^2 Users can call Average(const 
Tensor&amp;) to get the average loss value over all samples in the batch. </p>
+
+<p>Implements <a class="el" 
href="classsinga_1_1Loss.html#ad8ce9cac8b07719a2dcf2e5a50585f80">singa::Loss</a>.</p>
+
+</div>
+</div>
+<hr/>The documentation for this class was generated from the following 
file:<ul>
+<li>/home/moaz/incubator-singa/include/singa/model/<a class="el" 
href="loss_8h_source.html">loss.h</a></li>
+</ul>
+</div><!-- contents -->
+<!-- start footer part -->
+<hr class="footer"/><address class="footer"><small>
+Generated on Mon Apr 22 2019 12:27:05 for Apache Singa by &#160;<a 
href="http://www.doxygen.org/index.html";>
+<img class="footer" src="doxygen.png" alt="doxygen"/>
+</a> 1.8.13
+</small></address>
+</body>
+</html>

Added: 
incubator/singa/site/trunk/doxygen/html/classsinga_1_1MSE__coll__graph.dot
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/doxygen/html/classsinga_1_1MSE__coll__graph.dot?rev=1857944&view=auto
==============================================================================
--- incubator/singa/site/trunk/doxygen/html/classsinga_1_1MSE__coll__graph.dot 
(added)
+++ incubator/singa/site/trunk/doxygen/html/classsinga_1_1MSE__coll__graph.dot 
Mon Apr 22 10:37:18 2019
@@ -0,0 +1,8 @@
+digraph "singa::MSE"
+{
+  edge 
[fontname="Helvetica",fontsize="10",labelfontname="Helvetica",labelfontsize="10"];
+  node [fontname="Helvetica",fontsize="10",shape=record];
+  Node2 [label="singa::MSE",height=0.2,width=0.4,color="black", 
fillcolor="grey75", style="filled", fontcolor="black"];
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+  <td id="projectalign" style="padding-left: 0.5em;">
+   <div id="projectname">Apache Singa
+   </div>
+   <div id="projectbrief">A General Distributed Deep Learning Library</div>
+  </td>
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+  <ul>
+<li class="navelem"><a class="el" href="namespacesinga.html">singa</a></li><li 
class="navelem"><a class="el" href="classsinga_1_1Metric.html">Metric</a></li>  
</ul>
+</div>
+</div><!-- top -->
+<div class="header">
+  <div class="headertitle">
+<div class="title">singa::Metric Member List</div>  </div>
+</div><!--header-->
+<div class="contents">
+
+<p>This is the complete list of members for <a class="el" 
href="classsinga_1_1Metric.html">singa::Metric</a>, including all inherited 
members.</p>
+<table class="directory">
+  <tr class="even"><td class="entry"><a class="el" 
href="classsinga_1_1Metric.html#aed1195424d9e3dcbf14517b09733c172">Evaluate</a>(const
 Tensor &amp;prediction, const Tensor &amp;target)</td><td class="entry"><a 
class="el" href="classsinga_1_1Metric.html">singa::Metric</a></td><td 
class="entry"><span class="mlabel">inline</span></td></tr>
+  <tr><td class="entry"><a class="el" 
href="classsinga_1_1Metric.html#a4b054fad66714476b2477248f80faeab">Forward</a>(const
 Tensor &amp;prediction, const Tensor &amp;target)=0</td><td class="entry"><a 
class="el" href="classsinga_1_1Metric.html">singa::Metric</a></td><td 
class="entry"><span class="mlabel">pure virtual</span></td></tr>
+  <tr bgcolor="#f0f0f0" class="even"><td class="entry"><b>Metric</b>()=default 
(defined in <a class="el" 
href="classsinga_1_1Metric.html">singa::Metric</a>)</td><td class="entry"><a 
class="el" href="classsinga_1_1Metric.html">singa::Metric</a></td><td 
class="entry"></td></tr>
+  <tr bgcolor="#f0f0f0"><td class="entry"><b>Setup</b>(const string &amp;conf) 
(defined in <a class="el" 
href="classsinga_1_1Metric.html">singa::Metric</a>)</td><td class="entry"><a 
class="el" href="classsinga_1_1Metric.html">singa::Metric</a></td><td 
class="entry"><span class="mlabel">inline</span></td></tr>
+  <tr class="even"><td class="entry"><a class="el" 
href="classsinga_1_1Metric.html#a0d5f2debebaedd389a59a2ee18068175">Setup</a>(const
 MetricConf &amp;conf)</td><td class="entry"><a class="el" 
href="classsinga_1_1Metric.html">singa::Metric</a></td><td class="entry"><span 
class="mlabel">inline</span><span class="mlabel">virtual</span></td></tr>
+  <tr bgcolor="#f0f0f0"><td class="entry"><b>ToDevice</b>(std::shared_ptr&lt; 
Device &gt; device) (defined in <a class="el" 
href="classsinga_1_1Metric.html">singa::Metric</a>)</td><td class="entry"><a 
class="el" href="classsinga_1_1Metric.html">singa::Metric</a></td><td 
class="entry"><span class="mlabel">inline</span><span 
class="mlabel">virtual</span></td></tr>
+  <tr bgcolor="#f0f0f0" class="even"><td class="entry"><b>~Metric</b>() 
(defined in <a class="el" 
href="classsinga_1_1Metric.html">singa::Metric</a>)</td><td class="entry"><a 
class="el" href="classsinga_1_1Metric.html">singa::Metric</a></td><td 
class="entry"><span class="mlabel">inline</span><span 
class="mlabel">virtual</span></td></tr>
+</table></div><!-- contents -->
+<!-- start footer part -->
+<hr class="footer"/><address class="footer"><small>
+Generated on Mon Apr 22 2019 12:27:05 for Apache Singa by &#160;<a 
href="http://www.doxygen.org/index.html";>
+<img class="footer" src="doxygen.png" alt="doxygen"/>
+</a> 1.8.13
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+<script type="text/javascript" src="dynsections.js"></script>
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+   <div id="projectname">Apache Singa
+   </div>
+   <div id="projectbrief">A General Distributed Deep Learning Library</div>
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+ </tr>
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+</table>
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+  <ul>
+<li class="navelem"><a class="el" href="namespacesinga.html">singa</a></li><li 
class="navelem"><a class="el" href="classsinga_1_1Metric.html">Metric</a></li>  
</ul>
+</div>
+</div><!-- top -->
+<div class="header">
+  <div class="summary">
+<a href="#pub-methods">Public Member Functions</a> &#124;
+<a href="classsinga_1_1Metric-members.html">List of all members</a>  </div>
+  <div class="headertitle">
+<div class="title">singa::Metric Class Reference<span class="mlabels"><span 
class="mlabel">abstract</span></span></div>  </div>
+</div><!--header-->
+<div class="contents">
+
+<p>The base metric class, which declares the APIs for computing the 
performance evaluation metrics given the prediction of the model and the ground 
truth, i.e., the target.  
+ <a href="classsinga_1_1Metric.html#details">More...</a></p>
+
+<p><code>#include &lt;<a class="el" 
href="metric_8h_source.html">metric.h</a>&gt;</code></p>
+<div class="dynheader">
+Inheritance diagram for singa::Metric:</div>
+<div class="dyncontent">
+<div class="center"><img src="classsinga_1_1Metric__inherit__graph.png" 
border="0" usemap="#singa_1_1Metric_inherit__map" alt="Inheritance 
graph"/></div>
+<!-- MAP 0 -->
+<center><span class="legend">[<a 
href="graph_legend.html">legend</a>]</span></center></div>
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name="pub-methods"></a>
+Public Member Functions</h2></td></tr>
+<tr class="memitem:a62178144c6f4b219bd1f403716862d9b"><td class="memItemLeft" 
align="right" valign="top"><a id="a62178144c6f4b219bd1f403716862d9b"></a>
+virtual void&#160;</td><td class="memItemRight" 
valign="bottom"><b>ToDevice</b> (std::shared_ptr&lt; <a class="el" 
href="classsinga_1_1Device.html">Device</a> &gt; device)</td></tr>
+<tr class="separator:a62178144c6f4b219bd1f403716862d9b"><td 
class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:a76de5dfdcaef7166babb1f4a4757dde5"><td class="memItemLeft" 
align="right" valign="top"><a id="a76de5dfdcaef7166babb1f4a4757dde5"></a>
+void&#160;</td><td class="memItemRight" valign="bottom"><b>Setup</b> (const 
string &amp;conf)</td></tr>
+<tr class="separator:a76de5dfdcaef7166babb1f4a4757dde5"><td 
class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:a0d5f2debebaedd389a59a2ee18068175"><td class="memItemLeft" 
align="right" valign="top"><a id="a0d5f2debebaedd389a59a2ee18068175"></a>
+virtual void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" 
href="classsinga_1_1Metric.html#a0d5f2debebaedd389a59a2ee18068175">Setup</a> 
(const MetricConf &amp;conf)</td></tr>
+<tr class="memdesc:a0d5f2debebaedd389a59a2ee18068175"><td 
class="mdescLeft">&#160;</td><td class="mdescRight">Set meta fields from user 
configurations. <br /></td></tr>
+<tr class="separator:a0d5f2debebaedd389a59a2ee18068175"><td 
class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:a4b054fad66714476b2477248f80faeab"><td class="memItemLeft" 
align="right" valign="top"><a id="a4b054fad66714476b2477248f80faeab"></a>
+virtual <a class="el" 
href="classsinga_1_1Tensor.html">Tensor</a>&#160;</td><td class="memItemRight" 
valign="bottom"><a class="el" 
href="classsinga_1_1Metric.html#a4b054fad66714476b2477248f80faeab">Forward</a> 
(const <a class="el" href="classsinga_1_1Tensor.html">Tensor</a> 
&amp;prediction, const <a class="el" 
href="classsinga_1_1Tensor.html">Tensor</a> &amp;target)=0</td></tr>
+<tr class="memdesc:a4b054fad66714476b2477248f80faeab"><td 
class="mdescLeft">&#160;</td><td class="mdescRight">Compute the metric for each 
data sample. <br /></td></tr>
+<tr class="separator:a4b054fad66714476b2477248f80faeab"><td 
class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:aed1195424d9e3dcbf14517b09733c172"><td class="memItemLeft" 
align="right" valign="top"><a id="aed1195424d9e3dcbf14517b09733c172"></a>
+float&#160;</td><td class="memItemRight" valign="bottom"><a class="el" 
href="classsinga_1_1Metric.html#aed1195424d9e3dcbf14517b09733c172">Evaluate</a> 
(const <a class="el" href="classsinga_1_1Tensor.html">Tensor</a> 
&amp;prediction, const <a class="el" 
href="classsinga_1_1Tensor.html">Tensor</a> &amp;target)</td></tr>
+<tr class="memdesc:aed1195424d9e3dcbf14517b09733c172"><td 
class="mdescLeft">&#160;</td><td class="mdescRight">Comptue the metric value 
averaged over all samples (in a batch) <br /></td></tr>
+<tr class="separator:aed1195424d9e3dcbf14517b09733c172"><td 
class="memSeparator" colspan="2">&#160;</td></tr>
+</table>
+<a name="details" id="details"></a><h2 class="groupheader">Detailed 
Description</h2>
+<div class="textblock"><p>The base metric class, which declares the APIs for 
computing the performance evaluation metrics given the prediction of the model 
and the ground truth, i.e., the target. </p>
+<p>The target type is a template argument. For data samples with a single 
label, T could be 1-d tenor (or vector&lt;int&gt;); If each data sample has 
multiple labels, T could be vector&lt;vector&lt;int&gt;&gt;, one vector per 
sample. </p>
+</div><hr/>The documentation for this class was generated from the following 
file:<ul>
+<li>/home/moaz/incubator-singa/include/singa/model/<a class="el" 
href="metric_8h_source.html">metric.h</a></li>
+</ul>
+</div><!-- contents -->
+<!-- start footer part -->
+<hr class="footer"/><address class="footer"><small>
+Generated on Mon Apr 22 2019 12:27:05 for Apache Singa by &#160;<a 
href="http://www.doxygen.org/index.html";>
+<img class="footer" src="doxygen.png" alt="doxygen"/>
+</a> 1.8.13
+</small></address>
+</body>
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+  <td id="projectalign" style="padding-left: 0.5em;">
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+});
+</script>
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+<li class="navelem"><a class="el" href="namespacesinga.html">singa</a></li><li 
class="navelem"><a class="el" 
href="classsinga_1_1Nesterov.html">Nesterov</a></li>  </ul>
+</div>
+</div><!-- top -->
+<div class="header">
+  <div class="headertitle">
+<div class="title">singa::Nesterov Member List</div>  </div>
+</div><!--header-->
+<div class="contents">
+
+<p>This is the complete list of members for <a class="el" 
href="classsinga_1_1Nesterov.html">singa::Nesterov</a>, including all inherited 
members.</p>
+<table class="directory">
+  <tr class="even"><td class="entry"><a class="el" 
href="classsinga_1_1Nesterov.html#a6551a089c8073dd13b27d59b06ccf2eb">Apply</a>(int
 epoch, float lr, const string &amp;name, Tensor &amp;grad, Tensor &amp;value, 
int step=-1) override</td><td class="entry"><a class="el" 
href="classsinga_1_1Nesterov.html">singa::Nesterov</a></td><td 
class="entry"><span class="mlabel">virtual</span></td></tr>
+  <tr><td class="entry"><a class="el" 
href="classsinga_1_1Optimizer.html#a23eb982f713174589788369a0316e81d">singa::Optimizer::Apply</a>(int
 epoch, const string &amp;name, Tensor &amp;grad, Tensor &amp;value, int 
step=-1)</td><td class="entry"><a class="el" 
href="classsinga_1_1Optimizer.html">singa::Optimizer</a></td><td 
class="entry"></td></tr>
+  <tr bgcolor="#f0f0f0" class="even"><td 
class="entry"><b>ApplyRegularizerConstraint</b>(int epoch, const string 
&amp;name, const Tensor &amp;value, Tensor &amp;grad, int step=-1) (defined in 
<a class="el" href="classsinga_1_1Optimizer.html">singa::Optimizer</a>)</td><td 
class="entry"><a class="el" 
href="classsinga_1_1Optimizer.html">singa::Optimizer</a></td><td 
class="entry"><span class="mlabel">virtual</span></td></tr>
+  <tr bgcolor="#f0f0f0"><td class="entry"><b>conf_</b> (defined in <a 
class="el" href="classsinga_1_1Optimizer.html">singa::Optimizer</a>)</td><td 
class="entry"><a class="el" 
href="classsinga_1_1Optimizer.html">singa::Optimizer</a></td><td 
class="entry"><span class="mlabel">protected</span></td></tr>
+  <tr bgcolor="#f0f0f0" class="even"><td class="entry"><b>constraint_</b> 
(defined in <a class="el" 
href="classsinga_1_1Optimizer.html">singa::Optimizer</a>)</td><td 
class="entry"><a class="el" 
href="classsinga_1_1Optimizer.html">singa::Optimizer</a></td><td 
class="entry"><span class="mlabel">protected</span></td></tr>
+  <tr bgcolor="#f0f0f0"><td class="entry"><b>constraints_</b> (defined in <a 
class="el" href="classsinga_1_1Optimizer.html">singa::Optimizer</a>)</td><td 
class="entry"><a class="el" 
href="classsinga_1_1Optimizer.html">singa::Optimizer</a></td><td 
class="entry"><span class="mlabel">protected</span></td></tr>
+  <tr bgcolor="#f0f0f0" class="even"><td 
class="entry"><b>GetLearningRate</b>(int step) (defined in <a class="el" 
href="classsinga_1_1Optimizer.html">singa::Optimizer</a>)</td><td 
class="entry"><a class="el" 
href="classsinga_1_1Optimizer.html">singa::Optimizer</a></td><td 
class="entry"><span class="mlabel">inline</span></td></tr>
+  <tr bgcolor="#f0f0f0"><td class="entry"><b>learning_rate_generator_</b> 
(defined in <a class="el" 
href="classsinga_1_1Optimizer.html">singa::Optimizer</a>)</td><td 
class="entry"><a class="el" 
href="classsinga_1_1Optimizer.html">singa::Optimizer</a></td><td 
class="entry"><span class="mlabel">protected</span></td></tr>
+  <tr bgcolor="#f0f0f0" class="even"><td 
class="entry"><b>learning_rate_multplier_</b> (defined in <a class="el" 
href="classsinga_1_1Optimizer.html">singa::Optimizer</a>)</td><td 
class="entry"><a class="el" 
href="classsinga_1_1Optimizer.html">singa::Optimizer</a></td><td 
class="entry"><span class="mlabel">protected</span></td></tr>
+  <tr bgcolor="#f0f0f0"><td class="entry"><b>Optimizer</b>()=default (defined 
in <a class="el" 
href="classsinga_1_1Optimizer.html">singa::Optimizer</a>)</td><td 
class="entry"><a class="el" 
href="classsinga_1_1Optimizer.html">singa::Optimizer</a></td><td 
class="entry"></td></tr>
+  <tr class="even"><td class="entry"><a class="el" 
href="classsinga_1_1Optimizer.html#a6385d176ba3b2bf744221f8801291f3e">Register</a>(const
 string &amp;name, const ParamSpec &amp;specs)</td><td class="entry"><a 
class="el" href="classsinga_1_1Optimizer.html">singa::Optimizer</a></td><td 
class="entry"><span class="mlabel">virtual</span></td></tr>
+  <tr bgcolor="#f0f0f0"><td class="entry"><b>regularizer_</b> (defined in <a 
class="el" href="classsinga_1_1Optimizer.html">singa::Optimizer</a>)</td><td 
class="entry"><a class="el" 
href="classsinga_1_1Optimizer.html">singa::Optimizer</a></td><td 
class="entry"><span class="mlabel">protected</span></td></tr>
+  <tr bgcolor="#f0f0f0" class="even"><td class="entry"><b>regularizers_</b> 
(defined in <a class="el" 
href="classsinga_1_1Optimizer.html">singa::Optimizer</a>)</td><td 
class="entry"><a class="el" 
href="classsinga_1_1Optimizer.html">singa::Optimizer</a></td><td 
class="entry"><span class="mlabel">protected</span></td></tr>
+  <tr><td class="entry"><a class="el" 
href="classsinga_1_1Optimizer.html#a2f3ba1fe776cdf373565b0cf208bf540">SetLearningRateGenerator</a>(function&lt;
 float(int)&gt; func)</td><td class="entry"><a class="el" 
href="classsinga_1_1Optimizer.html">singa::Optimizer</a></td><td 
class="entry"><span class="mlabel">inline</span></td></tr>
+  <tr class="even"><td class="entry"><a class="el" 
href="classsinga_1_1Nesterov.html#a2ffcfb0b5c20aeaa7af40254bcf85396">SetMomentumGenerator</a>(std::function&lt;
 float(int)&gt; func)</td><td class="entry"><a class="el" 
href="classsinga_1_1Nesterov.html">singa::Nesterov</a></td><td 
class="entry"><span class="mlabel">inline</span></td></tr>
+  <tr><td class="entry"><a class="el" 
href="classsinga_1_1Nesterov.html#a117377bc4294f46759e7d87834c6772d">Setup</a>(const
 OptimizerConf &amp;conf)</td><td class="entry"><a class="el" 
href="classsinga_1_1Nesterov.html">singa::Nesterov</a></td><td 
class="entry"><span class="mlabel">virtual</span></td></tr>
+  <tr class="even"><td class="entry"><a class="el" 
href="classsinga_1_1Optimizer.html#ad0940567e5f2ac6ec99132f2c013c94a">singa::Optimizer::Setup</a>(const
 string &amp;str)</td><td class="entry"><a class="el" 
href="classsinga_1_1Optimizer.html">singa::Optimizer</a></td><td 
class="entry"><span class="mlabel">inline</span></td></tr>
+  <tr bgcolor="#f0f0f0"><td class="entry"><b>~Optimizer</b>() (defined in <a 
class="el" href="classsinga_1_1Optimizer.html">singa::Optimizer</a>)</td><td 
class="entry"><a class="el" 
href="classsinga_1_1Optimizer.html">singa::Optimizer</a></td><td 
class="entry"><span class="mlabel">virtual</span></td></tr>
+</table></div><!-- contents -->
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