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Posted to commits@singa.apache.org by mo...@apache.org on 2019/04/22 10:37:24 UTC
svn commit: r1857944 [10/35] - in /incubator/singa/site/trunk/doxygen: ./
html/ html/search/
Added: incubator/singa/site/trunk/doxygen/html/classsinga_1_1RMSProp.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/doxygen/html/classsinga_1_1RMSProp.html?rev=1857944&view=auto
==============================================================================
--- incubator/singa/site/trunk/doxygen/html/classsinga_1_1RMSProp.html (added)
+++ incubator/singa/site/trunk/doxygen/html/classsinga_1_1RMSProp.html Mon Apr 22 10:37:18 2019
@@ -0,0 +1,152 @@
+<!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">
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+<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::RMSProp 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>
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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_1RMSProp.html">RMSProp</a></li> </ul>
+</div>
+</div><!-- top -->
+<div class="header">
+ <div class="summary">
+<a href="#pub-methods">Public Member Functions</a> |
+<a href="classsinga_1_1RMSProp-members.html">List of all members</a> </div>
+ <div class="headertitle">
+<div class="title">singa::RMSProp Class Reference</div> </div>
+</div><!--header-->
+<div class="contents">
+<div class="dynheader">
+Inheritance diagram for singa::RMSProp:</div>
+<div class="dyncontent">
+<div class="center"><img src="classsinga_1_1RMSProp__inherit__graph.png" border="0" usemap="#singa_1_1RMSProp_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::RMSProp:</div>
+<div class="dyncontent">
+<div class="center"><img src="classsinga_1_1RMSProp__coll__graph.png" border="0" usemap="#singa_1_1RMSProp_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:a8e2e088416dd043d0902aeba51e08537"><td class="memItemLeft" align="right" valign="top"><a id="a8e2e088416dd043d0902aeba51e08537"></a>
+void </td><td class="memItemRight" valign="bottom"><a class="el" href="classsinga_1_1RMSProp.html#a8e2e088416dd043d0902aeba51e08537">Setup</a> (const OptimizerConf &conf)</td></tr>
+<tr class="memdesc:a8e2e088416dd043d0902aeba51e08537"><td class="mdescLeft"> </td><td class="mdescRight">Setup the meta fields of the optimizer. <br /></td></tr>
+<tr class="separator:a8e2e088416dd043d0902aeba51e08537"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a2b83ee5006967e91eed435c6adcf782d"><td class="memItemLeft" align="right" valign="top"><a id="a2b83ee5006967e91eed435c6adcf782d"></a>
+void </td><td class="memItemRight" valign="bottom"><a class="el" href="classsinga_1_1RMSProp.html#a2b83ee5006967e91eed435c6adcf782d">Apply</a> (int epoch, float lr, const string &name, <a class="el" href="classsinga_1_1Tensor.html">Tensor</a> &grad, <a class="el" href="classsinga_1_1Tensor.html">Tensor</a> &value, int step=-1) override</td></tr>
+<tr class="memdesc:a2b83ee5006967e91eed435c6adcf782d"><td class="mdescLeft"> </td><td class="mdescRight">Apply the updating algorithm. <br /></td></tr>
+<tr class="separator:a2b83ee5006967e91eed435c6adcf782d"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="inherit_header pub_methods_classsinga_1_1Optimizer"><td colspan="2" onclick="javascript:toggleInherit('pub_methods_classsinga_1_1Optimizer')"><img src="closed.png" alt="-"/> Public Member Functions inherited from <a class="el" href="classsinga_1_1Optimizer.html">singa::Optimizer</a></td></tr>
+<tr class="memitem:ad0940567e5f2ac6ec99132f2c013c94a inherit pub_methods_classsinga_1_1Optimizer"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classsinga_1_1Optimizer.html#ad0940567e5f2ac6ec99132f2c013c94a">Setup</a> (const string &str)</td></tr>
+<tr class="memdesc:ad0940567e5f2ac6ec99132f2c013c94a inherit pub_methods_classsinga_1_1Optimizer"><td class="mdescLeft"> </td><td class="mdescRight">Setup the optimzier using configurations from serialized string (for binding languages). <a href="classsinga_1_1Optimizer.html#ad0940567e5f2ac6ec99132f2c013c94a">More...</a><br /></td></tr>
+<tr class="separator:ad0940567e5f2ac6ec99132f2c013c94a inherit pub_methods_classsinga_1_1Optimizer"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a6385d176ba3b2bf744221f8801291f3e inherit pub_methods_classsinga_1_1Optimizer"><td class="memItemLeft" align="right" valign="top">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classsinga_1_1Optimizer.html#a6385d176ba3b2bf744221f8801291f3e">Register</a> (const string &name, const ParamSpec &specs)</td></tr>
+<tr class="memdesc:a6385d176ba3b2bf744221f8801291f3e inherit pub_methods_classsinga_1_1Optimizer"><td class="mdescLeft"> </td><td class="mdescRight">Register the parameter, e.g., create <a class="el" href="classsinga_1_1Constraint.html" title="Apply constraints for parameters (gradient). ">Constraint</a> and Regularizers. <a href="classsinga_1_1Optimizer.html#a6385d176ba3b2bf744221f8801291f3e">More...</a><br /></td></tr>
+<tr class="separator:a6385d176ba3b2bf744221f8801291f3e inherit pub_methods_classsinga_1_1Optimizer"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a497c98c50be398534651afb9c47ad896 inherit pub_methods_classsinga_1_1Optimizer"><td class="memItemLeft" align="right" valign="top"><a id="a497c98c50be398534651afb9c47ad896"></a>
+virtual void </td><td class="memItemRight" valign="bottom"><b>ApplyRegularizerConstraint</b> (int epoch, const string &name, const <a class="el" href="classsinga_1_1Tensor.html">Tensor</a> &value, <a class="el" href="classsinga_1_1Tensor.html">Tensor</a> &grad, int step=-1)</td></tr>
+<tr class="separator:a497c98c50be398534651afb9c47ad896 inherit pub_methods_classsinga_1_1Optimizer"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a23eb982f713174589788369a0316e81d inherit pub_methods_classsinga_1_1Optimizer"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classsinga_1_1Optimizer.html#a23eb982f713174589788369a0316e81d">Apply</a> (int epoch, const string &name, <a class="el" href="classsinga_1_1Tensor.html">Tensor</a> &grad, <a class="el" href="classsinga_1_1Tensor.html">Tensor</a> &value, int step=-1)</td></tr>
+<tr class="memdesc:a23eb982f713174589788369a0316e81d inherit pub_methods_classsinga_1_1Optimizer"><td class="mdescLeft"> </td><td class="mdescRight">Apply the updating algorithm if the gradient is not empty. <a href="classsinga_1_1Optimizer.html#a23eb982f713174589788369a0316e81d">More...</a><br /></td></tr>
+<tr class="separator:a23eb982f713174589788369a0316e81d inherit pub_methods_classsinga_1_1Optimizer"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a2f3ba1fe776cdf373565b0cf208bf540 inherit pub_methods_classsinga_1_1Optimizer"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classsinga_1_1Optimizer.html#a2f3ba1fe776cdf373565b0cf208bf540">SetLearningRateGenerator</a> (function< float(int)> func)</td></tr>
+<tr class="memdesc:a2f3ba1fe776cdf373565b0cf208bf540 inherit pub_methods_classsinga_1_1Optimizer"><td class="mdescLeft"> </td><td class="mdescRight">The argument is a function that returns the learning rate given the current step (i.e., curren running iteration). <a href="classsinga_1_1Optimizer.html#a2f3ba1fe776cdf373565b0cf208bf540">More...</a><br /></td></tr>
+<tr class="separator:a2f3ba1fe776cdf373565b0cf208bf540 inherit pub_methods_classsinga_1_1Optimizer"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a4fddc84ed373777a3bff864793312895 inherit pub_methods_classsinga_1_1Optimizer"><td class="memItemLeft" align="right" valign="top"><a id="a4fddc84ed373777a3bff864793312895"></a>
+float </td><td class="memItemRight" valign="bottom"><b>GetLearningRate</b> (int step)</td></tr>
+<tr class="separator:a4fddc84ed373777a3bff864793312895 inherit pub_methods_classsinga_1_1Optimizer"><td class="memSeparator" colspan="2"> </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_1Optimizer"><td colspan="2" onclick="javascript:toggleInherit('pro_attribs_classsinga_1_1Optimizer')"><img src="closed.png" alt="-"/> Protected Attributes inherited from <a class="el" href="classsinga_1_1Optimizer.html">singa::Optimizer</a></td></tr>
+<tr class="memitem:a08ff43c3cf2dd1a84d2dbcab2b9825eb inherit pro_attribs_classsinga_1_1Optimizer"><td class="memItemLeft" align="right" valign="top"><a id="a08ff43c3cf2dd1a84d2dbcab2b9825eb"></a>
+function< float(int)> </td><td class="memItemRight" valign="bottom"><b>learning_rate_generator_</b></td></tr>
+<tr class="separator:a08ff43c3cf2dd1a84d2dbcab2b9825eb inherit pro_attribs_classsinga_1_1Optimizer"><td class="memSeparator" colspan="2"> </td></tr>
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+std::unordered_map< std::string, float > </td><td class="memItemRight" valign="bottom"><b>learning_rate_multplier_</b></td></tr>
+<tr class="separator:a303ef1680d83a7dba74a8de5e412eba7 inherit pro_attribs_classsinga_1_1Optimizer"><td class="memSeparator" colspan="2"> </td></tr>
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+std::unordered_map< std::string, <a class="el" href="classsinga_1_1Constraint.html">Constraint</a> * > </td><td class="memItemRight" valign="bottom"><b>constraints_</b></td></tr>
+<tr class="separator:a398deb004c050bd6aed1c41f66554e0a inherit pro_attribs_classsinga_1_1Optimizer"><td class="memSeparator" colspan="2"> </td></tr>
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+std::unordered_map< std::string, <a class="el" href="classsinga_1_1Regularizer.html">Regularizer</a> * > </td><td class="memItemRight" valign="bottom"><b>regularizers_</b></td></tr>
+<tr class="separator:ac55e2668b8ddd0fe2d3b98d363836484 inherit pro_attribs_classsinga_1_1Optimizer"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a91a5e476ac69c0da15cfbfce6351fec4 inherit pro_attribs_classsinga_1_1Optimizer"><td class="memItemLeft" align="right" valign="top"><a id="a91a5e476ac69c0da15cfbfce6351fec4"></a>
+<a class="el" href="classsinga_1_1Constraint.html">Constraint</a> * </td><td class="memItemRight" valign="bottom"><b>constraint_</b> = nullptr</td></tr>
+<tr class="separator:a91a5e476ac69c0da15cfbfce6351fec4 inherit pro_attribs_classsinga_1_1Optimizer"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:accec73a0f0dafbe4617106f6151bcccf inherit pro_attribs_classsinga_1_1Optimizer"><td class="memItemLeft" align="right" valign="top"><a id="accec73a0f0dafbe4617106f6151bcccf"></a>
+<a class="el" href="classsinga_1_1Regularizer.html">Regularizer</a> * </td><td class="memItemRight" valign="bottom"><b>regularizer_</b> = nullptr</td></tr>
+<tr class="separator:accec73a0f0dafbe4617106f6151bcccf inherit pro_attribs_classsinga_1_1Optimizer"><td class="memSeparator" colspan="2"> </td></tr>
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+OptimizerConf </td><td class="memItemRight" valign="bottom"><b>conf_</b></td></tr>
+<tr class="separator:a71b4defd74f44648cbfd523311258f41 inherit pro_attribs_classsinga_1_1Optimizer"><td class="memSeparator" colspan="2"> </td></tr>
+</table>
+<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="optimizer_8h_source.html">optimizer.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  <a href="http://www.doxygen.org/index.html">
+<img class="footer" src="doxygen.png" alt="doxygen"/>
+</a> 1.8.13
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+ <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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+ onmouseout="return searchBox.OnSearchSelectHide()"
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+</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_1Regularizer.html">Regularizer</a></li> </ul>
+</div>
+</div><!-- top -->
+<div class="header">
+ <div class="headertitle">
+<div class="title">singa::Regularizer Member List</div> </div>
+</div><!--header-->
+<div class="contents">
+
+<p>This is the complete list of members for <a class="el" href="classsinga_1_1Regularizer.html">singa::Regularizer</a>, including all inherited members.</p>
+<table class="directory">
+ <tr class="even"><td class="entry"><a class="el" href="classsinga_1_1Regularizer.html#a0a0def23a8d3efdf2d2a9025065fc7da">Apply</a>(int epoch, const Tensor &value, Tensor &grad, int step=-1)</td><td class="entry"><a class="el" href="classsinga_1_1Regularizer.html">singa::Regularizer</a></td><td class="entry"></td></tr>
+ <tr><td class="entry"><a class="el" href="classsinga_1_1Regularizer.html#ad791f45a06572dd88a0ab092ddd125f1">Apply</a>(int epoch, const vector< Tensor > &values, const vector< Tensor > &grads, int step=-1)</td><td class="entry"><a class="el" href="classsinga_1_1Regularizer.html">singa::Regularizer</a></td><td class="entry"></td></tr>
+ <tr bgcolor="#f0f0f0" class="even"><td class="entry"><b>Regularizer</b>()=default (defined in <a class="el" href="classsinga_1_1Regularizer.html">singa::Regularizer</a>)</td><td class="entry"><a class="el" href="classsinga_1_1Regularizer.html">singa::Regularizer</a></td><td class="entry"></td></tr>
+ <tr bgcolor="#f0f0f0"><td class="entry"><b>Regularizer</b>(const RegularizerConf &conf) (defined in <a class="el" href="classsinga_1_1Regularizer.html">singa::Regularizer</a>)</td><td class="entry"><a class="el" href="classsinga_1_1Regularizer.html">singa::Regularizer</a></td><td class="entry"><span class="mlabel">inline</span><span class="mlabel">explicit</span></td></tr>
+ <tr bgcolor="#f0f0f0" class="even"><td class="entry"><b>Regularizer</b>(const string &type, float coefficient) (defined in <a class="el" href="classsinga_1_1Regularizer.html">singa::Regularizer</a>)</td><td class="entry"><a class="el" href="classsinga_1_1Regularizer.html">singa::Regularizer</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
+ <tr bgcolor="#f0f0f0"><td class="entry"><b>Setup</b>(const RegularizerConf &conf) (defined in <a class="el" href="classsinga_1_1Regularizer.html">singa::Regularizer</a>)</td><td class="entry"><a class="el" href="classsinga_1_1Regularizer.html">singa::Regularizer</a></td><td class="entry"></td></tr>
+ <tr bgcolor="#f0f0f0" class="even"><td class="entry"><b>Setup</b>(const string &conf_str) (defined in <a class="el" href="classsinga_1_1Regularizer.html">singa::Regularizer</a>)</td><td class="entry"><a class="el" href="classsinga_1_1Regularizer.html">singa::Regularizer</a></td><td class="entry"><span class="mlabel">inline</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  <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_1Regularizer.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/doxygen/html/classsinga_1_1Regularizer.html?rev=1857944&view=auto
==============================================================================
--- incubator/singa/site/trunk/doxygen/html/classsinga_1_1Regularizer.html (added)
+++ incubator/singa/site/trunk/doxygen/html/classsinga_1_1Regularizer.html Mon Apr 22 10:37:18 2019
@@ -0,0 +1,159 @@
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
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+<meta name="generator" content="Doxygen 1.8.13"/>
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+<title>Apache Singa: singa::Regularizer Class Reference</title>
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+<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">
+var searchBox = new SearchBox("searchBox", "search",false,'Search');
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+ name="MSearchResults" id="MSearchResults">
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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_1Regularizer.html">Regularizer</a></li> </ul>
+</div>
+</div><!-- top -->
+<div class="header">
+ <div class="summary">
+<a href="#pub-methods">Public Member Functions</a> |
+<a href="classsinga_1_1Regularizer-members.html">List of all members</a> </div>
+ <div class="headertitle">
+<div class="title">singa::Regularizer Class Reference</div> </div>
+</div><!--header-->
+<div class="contents">
+
+<p>Apply regularization for parameters (gradient), e.g., L1 norm and L2 norm.
+ <a href="classsinga_1_1Regularizer.html#details">More...</a></p>
+
+<p><code>#include <<a class="el" href="optimizer_8h_source.html">optimizer.h</a>></code></p>
+<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:aca8d67f8755b97d747b0ccd1f6929cd0"><td class="memItemLeft" align="right" valign="top"><a id="aca8d67f8755b97d747b0ccd1f6929cd0"></a>
+ </td><td class="memItemRight" valign="bottom"><b>Regularizer</b> (const RegularizerConf &conf)</td></tr>
+<tr class="separator:aca8d67f8755b97d747b0ccd1f6929cd0"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a9dc0847cbf021d4e25fedeee23d6d888"><td class="memItemLeft" align="right" valign="top"><a id="a9dc0847cbf021d4e25fedeee23d6d888"></a>
+ </td><td class="memItemRight" valign="bottom"><b>Regularizer</b> (const string &type, float coefficient)</td></tr>
+<tr class="separator:a9dc0847cbf021d4e25fedeee23d6d888"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:af0e2ce269983704fce013c625e7f82d6"><td class="memItemLeft" align="right" valign="top"><a id="af0e2ce269983704fce013c625e7f82d6"></a>
+void </td><td class="memItemRight" valign="bottom"><b>Setup</b> (const RegularizerConf &conf)</td></tr>
+<tr class="separator:af0e2ce269983704fce013c625e7f82d6"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:ac4321665d6e40a20e3568e4649942f54"><td class="memItemLeft" align="right" valign="top"><a id="ac4321665d6e40a20e3568e4649942f54"></a>
+void </td><td class="memItemRight" valign="bottom"><b>Setup</b> (const string &conf_str)</td></tr>
+<tr class="separator:ac4321665d6e40a20e3568e4649942f54"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a0a0def23a8d3efdf2d2a9025065fc7da"><td class="memItemLeft" align="right" valign="top"><a id="a0a0def23a8d3efdf2d2a9025065fc7da"></a>
+void </td><td class="memItemRight" valign="bottom"><a class="el" href="classsinga_1_1Regularizer.html#a0a0def23a8d3efdf2d2a9025065fc7da">Apply</a> (int epoch, const <a class="el" href="classsinga_1_1Tensor.html">Tensor</a> &value, <a class="el" href="classsinga_1_1Tensor.html">Tensor</a> &grad, int step=-1)</td></tr>
+<tr class="memdesc:a0a0def23a8d3efdf2d2a9025065fc7da"><td class="mdescLeft"> </td><td class="mdescRight">Apply the regularizer to a single parmeter object, e.g., W, or b e.g., clip each gradient if it is too large w.r.t the threshold, https://www.reddit.com/r/MachineLearning/comments/31b6x8/gradient_clipping_rnns/. <br /></td></tr>
+<tr class="separator:a0a0def23a8d3efdf2d2a9025065fc7da"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:ad791f45a06572dd88a0ab092ddd125f1"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classsinga_1_1Regularizer.html#ad791f45a06572dd88a0ab092ddd125f1">Apply</a> (int epoch, const vector< <a class="el" href="classsinga_1_1Tensor.html">Tensor</a> > &values, const vector< <a class="el" href="classsinga_1_1Tensor.html">Tensor</a> > &grads, int step=-1)</td></tr>
+<tr class="memdesc:ad791f45a06572dd88a0ab092ddd125f1"><td class="mdescLeft"> </td><td class="mdescRight">Apply the regularizer for multiple parameter objects together. <a href="#ad791f45a06572dd88a0ab092ddd125f1">More...</a><br /></td></tr>
+<tr class="separator:ad791f45a06572dd88a0ab092ddd125f1"><td class="memSeparator" colspan="2"> </td></tr>
+</table>
+<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
+<div class="textblock"><p>Apply regularization for parameters (gradient), e.g., L1 norm and L2 norm. </p>
+<p>TODO(wangwei) implement a sub-class for each type of regularizer </p>
+</div><h2 class="groupheader">Member Function Documentation</h2>
+<a id="ad791f45a06572dd88a0ab092ddd125f1"></a>
+<h2 class="memtitle"><span class="permalink"><a href="#ad791f45a06572dd88a0ab092ddd125f1">◆ </a></span>Apply()</h2>
+
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">void singa::Regularizer::Apply </td>
+ <td>(</td>
+ <td class="paramtype">int </td>
+ <td class="paramname"><em>epoch</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">const vector< <a class="el" href="classsinga_1_1Tensor.html">Tensor</a> > & </td>
+ <td class="paramname"><em>values</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">const vector< <a class="el" href="classsinga_1_1Tensor.html">Tensor</a> > & </td>
+ <td class="paramname"><em>grads</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">int </td>
+ <td class="paramname"><em>step</em> = <code>-1</code> </td>
+ </tr>
+ <tr>
+ <td></td>
+ <td>)</td>
+ <td></td><td></td>
+ </tr>
+ </table>
+</div><div class="memdoc">
+
+<p>Apply the regularizer for multiple parameter objects together. </p>
+<p>https://github.com/Lasagne/Lasagne/blob/master/lasagne/updates.py </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="optimizer_8h_source.html">optimizer.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  <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_1SGD-members.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/doxygen/html/classsinga_1_1SGD-members.html?rev=1857944&view=auto
==============================================================================
--- incubator/singa/site/trunk/doxygen/html/classsinga_1_1SGD-members.html (added)
+++ incubator/singa/site/trunk/doxygen/html/classsinga_1_1SGD-members.html Mon Apr 22 10:37:18 2019
@@ -0,0 +1,99 @@
+<!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">
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+<meta http-equiv="Content-Type" content="text/xhtml;charset=UTF-8"/>
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+<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"/>
+<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(); });
+});
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+ onmouseover="return searchBox.OnSearchSelectShow()"
+ onmouseout="return searchBox.OnSearchSelectHide()"
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+</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_1SGD.html">SGD</a></li> </ul>
+</div>
+</div><!-- top -->
+<div class="header">
+ <div class="headertitle">
+<div class="title">singa::SGD Member List</div> </div>
+</div><!--header-->
+<div class="contents">
+
+<p>This is the complete list of members for <a class="el" href="classsinga_1_1SGD.html">singa::SGD</a>, including all inherited members.</p>
+<table class="directory">
+ <tr class="even"><td class="entry"><a class="el" href="classsinga_1_1SGD.html#ac73356906d1ca127d7d13c376b5edafe">Apply</a>(int epoch, float lr, const string &name, Tensor &grad, Tensor &value, int step=-1) override</td><td class="entry"><a class="el" href="classsinga_1_1SGD.html">singa::SGD</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 &name, Tensor &grad, Tensor &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 &name, const Tensor &value, Tensor &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 &name, const ParamSpec &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< float(int)> 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_1SGD.html#a70d7de98ba845ff4deb46f0e1301a34c">SetMomentumGenerator</a>(std::function< float(int)> func)</td><td class="entry"><a class="el" href="classsinga_1_1SGD.html">singa::SGD</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
+ <tr><td class="entry"><a class="el" href="classsinga_1_1SGD.html#a74b836b2a2a33f1d2cf8b7b0dbcdae47">Setup</a>(const OptimizerConf &conf)</td><td class="entry"><a class="el" href="classsinga_1_1SGD.html">singa::SGD</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 &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 -->
+<!-- start footer part -->
+<hr class="footer"/><address class="footer"><small>
+Generated on Mon Apr 22 2019 12:27:05 for Apache Singa by  <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_1SGD.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/doxygen/html/classsinga_1_1SGD.html?rev=1857944&view=auto
==============================================================================
--- incubator/singa/site/trunk/doxygen/html/classsinga_1_1SGD.html (added)
+++ incubator/singa/site/trunk/doxygen/html/classsinga_1_1SGD.html Mon Apr 22 10:37:18 2019
@@ -0,0 +1,184 @@
+<!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">
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+<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::SGD 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"/>
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+<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">
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+</div>
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+<!-- iframe showing the search results (closed by default) -->
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+<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_1SGD.html">SGD</a></li> </ul>
+</div>
+</div><!-- top -->
+<div class="header">
+ <div class="summary">
+<a href="#pub-methods">Public Member Functions</a> |
+<a href="classsinga_1_1SGD-members.html">List of all members</a> </div>
+ <div class="headertitle">
+<div class="title">singa::SGD Class Reference</div> </div>
+</div><!--header-->
+<div class="contents">
+<div class="dynheader">
+Inheritance diagram for singa::SGD:</div>
+<div class="dyncontent">
+<div class="center"><img src="classsinga_1_1SGD__inherit__graph.png" border="0" usemap="#singa_1_1SGD_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::SGD:</div>
+<div class="dyncontent">
+<div class="center"><img src="classsinga_1_1SGD__coll__graph.png" border="0" usemap="#singa_1_1SGD_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:a74b836b2a2a33f1d2cf8b7b0dbcdae47"><td class="memItemLeft" align="right" valign="top"><a id="a74b836b2a2a33f1d2cf8b7b0dbcdae47"></a>
+void </td><td class="memItemRight" valign="bottom"><a class="el" href="classsinga_1_1SGD.html#a74b836b2a2a33f1d2cf8b7b0dbcdae47">Setup</a> (const OptimizerConf &conf)</td></tr>
+<tr class="memdesc:a74b836b2a2a33f1d2cf8b7b0dbcdae47"><td class="mdescLeft"> </td><td class="mdescRight">Setup the meta fields of the optimizer. <br /></td></tr>
+<tr class="separator:a74b836b2a2a33f1d2cf8b7b0dbcdae47"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:ac73356906d1ca127d7d13c376b5edafe"><td class="memItemLeft" align="right" valign="top"><a id="ac73356906d1ca127d7d13c376b5edafe"></a>
+void </td><td class="memItemRight" valign="bottom"><a class="el" href="classsinga_1_1SGD.html#ac73356906d1ca127d7d13c376b5edafe">Apply</a> (int epoch, float lr, const string &name, <a class="el" href="classsinga_1_1Tensor.html">Tensor</a> &grad, <a class="el" href="classsinga_1_1Tensor.html">Tensor</a> &value, int step=-1) override</td></tr>
+<tr class="memdesc:ac73356906d1ca127d7d13c376b5edafe"><td class="mdescLeft"> </td><td class="mdescRight">Apply the updating algorithm. <br /></td></tr>
+<tr class="separator:ac73356906d1ca127d7d13c376b5edafe"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a70d7de98ba845ff4deb46f0e1301a34c"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classsinga_1_1SGD.html#a70d7de98ba845ff4deb46f0e1301a34c">SetMomentumGenerator</a> (std::function< float(int)> func)</td></tr>
+<tr class="memdesc:a70d7de98ba845ff4deb46f0e1301a34c"><td class="mdescLeft"> </td><td class="mdescRight">The argument function returns the momentum value given the current running step (i.e., iterations/mini-batches). <a href="#a70d7de98ba845ff4deb46f0e1301a34c">More...</a><br /></td></tr>
+<tr class="separator:a70d7de98ba845ff4deb46f0e1301a34c"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="inherit_header pub_methods_classsinga_1_1Optimizer"><td colspan="2" onclick="javascript:toggleInherit('pub_methods_classsinga_1_1Optimizer')"><img src="closed.png" alt="-"/> Public Member Functions inherited from <a class="el" href="classsinga_1_1Optimizer.html">singa::Optimizer</a></td></tr>
+<tr class="memitem:ad0940567e5f2ac6ec99132f2c013c94a inherit pub_methods_classsinga_1_1Optimizer"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classsinga_1_1Optimizer.html#ad0940567e5f2ac6ec99132f2c013c94a">Setup</a> (const string &str)</td></tr>
+<tr class="memdesc:ad0940567e5f2ac6ec99132f2c013c94a inherit pub_methods_classsinga_1_1Optimizer"><td class="mdescLeft"> </td><td class="mdescRight">Setup the optimzier using configurations from serialized string (for binding languages). <a href="classsinga_1_1Optimizer.html#ad0940567e5f2ac6ec99132f2c013c94a">More...</a><br /></td></tr>
+<tr class="separator:ad0940567e5f2ac6ec99132f2c013c94a inherit pub_methods_classsinga_1_1Optimizer"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a6385d176ba3b2bf744221f8801291f3e inherit pub_methods_classsinga_1_1Optimizer"><td class="memItemLeft" align="right" valign="top">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classsinga_1_1Optimizer.html#a6385d176ba3b2bf744221f8801291f3e">Register</a> (const string &name, const ParamSpec &specs)</td></tr>
+<tr class="memdesc:a6385d176ba3b2bf744221f8801291f3e inherit pub_methods_classsinga_1_1Optimizer"><td class="mdescLeft"> </td><td class="mdescRight">Register the parameter, e.g., create <a class="el" href="classsinga_1_1Constraint.html" title="Apply constraints for parameters (gradient). ">Constraint</a> and Regularizers. <a href="classsinga_1_1Optimizer.html#a6385d176ba3b2bf744221f8801291f3e">More...</a><br /></td></tr>
+<tr class="separator:a6385d176ba3b2bf744221f8801291f3e inherit pub_methods_classsinga_1_1Optimizer"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a497c98c50be398534651afb9c47ad896 inherit pub_methods_classsinga_1_1Optimizer"><td class="memItemLeft" align="right" valign="top"><a id="a497c98c50be398534651afb9c47ad896"></a>
+virtual void </td><td class="memItemRight" valign="bottom"><b>ApplyRegularizerConstraint</b> (int epoch, const string &name, const <a class="el" href="classsinga_1_1Tensor.html">Tensor</a> &value, <a class="el" href="classsinga_1_1Tensor.html">Tensor</a> &grad, int step=-1)</td></tr>
+<tr class="separator:a497c98c50be398534651afb9c47ad896 inherit pub_methods_classsinga_1_1Optimizer"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a23eb982f713174589788369a0316e81d inherit pub_methods_classsinga_1_1Optimizer"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classsinga_1_1Optimizer.html#a23eb982f713174589788369a0316e81d">Apply</a> (int epoch, const string &name, <a class="el" href="classsinga_1_1Tensor.html">Tensor</a> &grad, <a class="el" href="classsinga_1_1Tensor.html">Tensor</a> &value, int step=-1)</td></tr>
+<tr class="memdesc:a23eb982f713174589788369a0316e81d inherit pub_methods_classsinga_1_1Optimizer"><td class="mdescLeft"> </td><td class="mdescRight">Apply the updating algorithm if the gradient is not empty. <a href="classsinga_1_1Optimizer.html#a23eb982f713174589788369a0316e81d">More...</a><br /></td></tr>
+<tr class="separator:a23eb982f713174589788369a0316e81d inherit pub_methods_classsinga_1_1Optimizer"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a2f3ba1fe776cdf373565b0cf208bf540 inherit pub_methods_classsinga_1_1Optimizer"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classsinga_1_1Optimizer.html#a2f3ba1fe776cdf373565b0cf208bf540">SetLearningRateGenerator</a> (function< float(int)> func)</td></tr>
+<tr class="memdesc:a2f3ba1fe776cdf373565b0cf208bf540 inherit pub_methods_classsinga_1_1Optimizer"><td class="mdescLeft"> </td><td class="mdescRight">The argument is a function that returns the learning rate given the current step (i.e., curren running iteration). <a href="classsinga_1_1Optimizer.html#a2f3ba1fe776cdf373565b0cf208bf540">More...</a><br /></td></tr>
+<tr class="separator:a2f3ba1fe776cdf373565b0cf208bf540 inherit pub_methods_classsinga_1_1Optimizer"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a4fddc84ed373777a3bff864793312895 inherit pub_methods_classsinga_1_1Optimizer"><td class="memItemLeft" align="right" valign="top"><a id="a4fddc84ed373777a3bff864793312895"></a>
+float </td><td class="memItemRight" valign="bottom"><b>GetLearningRate</b> (int step)</td></tr>
+<tr class="separator:a4fddc84ed373777a3bff864793312895 inherit pub_methods_classsinga_1_1Optimizer"><td class="memSeparator" colspan="2"> </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_1Optimizer"><td colspan="2" onclick="javascript:toggleInherit('pro_attribs_classsinga_1_1Optimizer')"><img src="closed.png" alt="-"/> Protected Attributes inherited from <a class="el" href="classsinga_1_1Optimizer.html">singa::Optimizer</a></td></tr>
+<tr class="memitem:a08ff43c3cf2dd1a84d2dbcab2b9825eb inherit pro_attribs_classsinga_1_1Optimizer"><td class="memItemLeft" align="right" valign="top"><a id="a08ff43c3cf2dd1a84d2dbcab2b9825eb"></a>
+function< float(int)> </td><td class="memItemRight" valign="bottom"><b>learning_rate_generator_</b></td></tr>
+<tr class="separator:a08ff43c3cf2dd1a84d2dbcab2b9825eb inherit pro_attribs_classsinga_1_1Optimizer"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a303ef1680d83a7dba74a8de5e412eba7 inherit pro_attribs_classsinga_1_1Optimizer"><td class="memItemLeft" align="right" valign="top"><a id="a303ef1680d83a7dba74a8de5e412eba7"></a>
+std::unordered_map< std::string, float > </td><td class="memItemRight" valign="bottom"><b>learning_rate_multplier_</b></td></tr>
+<tr class="separator:a303ef1680d83a7dba74a8de5e412eba7 inherit pro_attribs_classsinga_1_1Optimizer"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a398deb004c050bd6aed1c41f66554e0a inherit pro_attribs_classsinga_1_1Optimizer"><td class="memItemLeft" align="right" valign="top"><a id="a398deb004c050bd6aed1c41f66554e0a"></a>
+std::unordered_map< std::string, <a class="el" href="classsinga_1_1Constraint.html">Constraint</a> * > </td><td class="memItemRight" valign="bottom"><b>constraints_</b></td></tr>
+<tr class="separator:a398deb004c050bd6aed1c41f66554e0a inherit pro_attribs_classsinga_1_1Optimizer"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:ac55e2668b8ddd0fe2d3b98d363836484 inherit pro_attribs_classsinga_1_1Optimizer"><td class="memItemLeft" align="right" valign="top"><a id="ac55e2668b8ddd0fe2d3b98d363836484"></a>
+std::unordered_map< std::string, <a class="el" href="classsinga_1_1Regularizer.html">Regularizer</a> * > </td><td class="memItemRight" valign="bottom"><b>regularizers_</b></td></tr>
+<tr class="separator:ac55e2668b8ddd0fe2d3b98d363836484 inherit pro_attribs_classsinga_1_1Optimizer"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a91a5e476ac69c0da15cfbfce6351fec4 inherit pro_attribs_classsinga_1_1Optimizer"><td class="memItemLeft" align="right" valign="top"><a id="a91a5e476ac69c0da15cfbfce6351fec4"></a>
+<a class="el" href="classsinga_1_1Constraint.html">Constraint</a> * </td><td class="memItemRight" valign="bottom"><b>constraint_</b> = nullptr</td></tr>
+<tr class="separator:a91a5e476ac69c0da15cfbfce6351fec4 inherit pro_attribs_classsinga_1_1Optimizer"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:accec73a0f0dafbe4617106f6151bcccf inherit pro_attribs_classsinga_1_1Optimizer"><td class="memItemLeft" align="right" valign="top"><a id="accec73a0f0dafbe4617106f6151bcccf"></a>
+<a class="el" href="classsinga_1_1Regularizer.html">Regularizer</a> * </td><td class="memItemRight" valign="bottom"><b>regularizer_</b> = nullptr</td></tr>
+<tr class="separator:accec73a0f0dafbe4617106f6151bcccf inherit pro_attribs_classsinga_1_1Optimizer"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a71b4defd74f44648cbfd523311258f41 inherit pro_attribs_classsinga_1_1Optimizer"><td class="memItemLeft" align="right" valign="top"><a id="a71b4defd74f44648cbfd523311258f41"></a>
+OptimizerConf </td><td class="memItemRight" valign="bottom"><b>conf_</b></td></tr>
+<tr class="separator:a71b4defd74f44648cbfd523311258f41 inherit pro_attribs_classsinga_1_1Optimizer"><td class="memSeparator" colspan="2"> </td></tr>
+</table>
+<h2 class="groupheader">Member Function Documentation</h2>
+<a id="a70d7de98ba845ff4deb46f0e1301a34c"></a>
+<h2 class="memtitle"><span class="permalink"><a href="#a70d7de98ba845ff4deb46f0e1301a34c">◆ </a></span>SetMomentumGenerator()</h2>
+
+<div class="memitem">
+<div class="memproto">
+<table class="mlabels">
+ <tr>
+ <td class="mlabels-left">
+ <table class="memname">
+ <tr>
+ <td class="memname">void singa::SGD::SetMomentumGenerator </td>
+ <td>(</td>
+ <td class="paramtype">std::function< float(int)> </td>
+ <td class="paramname"><em>func</em></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>The argument function returns the momentum value given the current running step (i.e., iterations/mini-batches). </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="optimizer_8h_source.html">optimizer.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  <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_1SGD__coll__graph.dot
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/doxygen/html/classsinga_1_1SGD__coll__graph.dot?rev=1857944&view=auto
==============================================================================
--- incubator/singa/site/trunk/doxygen/html/classsinga_1_1SGD__coll__graph.dot (added)
+++ incubator/singa/site/trunk/doxygen/html/classsinga_1_1SGD__coll__graph.dot Mon Apr 22 10:37:18 2019
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+ Node4 -> Node3 [dir="back",color="darkorchid3",fontsize="10",style="dashed",label=" constraint_" ,fontname="Helvetica"];
+ Node4 [label="singa::Constraint",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classsinga_1_1Constraint.html",tooltip="Apply constraints for parameters (gradient). "];
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--- incubator/singa/site/trunk/doxygen/html/classsinga_1_1Scheduler.html (added)
+++ incubator/singa/site/trunk/doxygen/html/classsinga_1_1Scheduler.html Mon Apr 22 10:37:18 2019
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+<meta http-equiv="X-UA-Compatible" content="IE=9"/>
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+<meta name="viewport" content="width=device-width, initial-scale=1"/>
+<title>Apache Singa: singa::Scheduler 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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+<script type="text/javascript" src="search/searchdata.js"></script>
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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>
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+<!-- Generated by Doxygen 1.8.13 -->
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+<iframe src="javascript:void(0)" frameborder="0"
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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_1Scheduler.html">Scheduler</a></li> </ul>
+</div>
+</div><!-- top -->
+<div class="header">
+ <div class="headertitle">
+<div class="title">singa::Scheduler Class Reference</div> </div>
+</div><!--header-->
+<div class="contents">
+
+<p>Scheduling <a class="el" href="classsinga_1_1Tensor.html" title="A Tensor instance is a multi-dimensional array resident on a Device (default device is the host CPU)...">Tensor</a> operations with dependency detection.
+ <a href="classsinga_1_1Scheduler.html#details">More...</a></p>
+
+<p><code>#include <<a class="el" href="scheduler_8h_source.html">scheduler.h</a>></code></p>
+<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
+<div class="textblock"><p>Scheduling <a class="el" href="classsinga_1_1Tensor.html" title="A Tensor instance is a multi-dimensional array resident on a Device (default device is the host CPU)...">Tensor</a> operations with dependency detection. </p>
+</div><hr/>The documentation for this class was generated from the following file:<ul>
+<li>/home/moaz/incubator-singa/include/singa/core/<a class="el" href="scheduler_8h_source.html">scheduler.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  <a href="http://www.doxygen.org/index.html">
+<img class="footer" src="doxygen.png" alt="doxygen"/>
+</a> 1.8.13
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Added: incubator/singa/site/trunk/doxygen/html/classsinga_1_1Snapshot-members.html
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==============================================================================
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+<meta name="viewport" content="width=device-width, initial-scale=1"/>
+<title>Apache Singa: Member List</title>
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+<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>
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+</div><!-- top -->
+<div class="header">
+ <div class="headertitle">
+<div class="title">singa::Snapshot Member List</div> </div>
+</div><!--header-->
+<div class="contents">
+
+<p>This is the complete list of members for <a class="el" href="classsinga_1_1Snapshot.html">singa::Snapshot</a>, including all inherited members.</p>
+<table class="directory">
+ <tr bgcolor="#f0f0f0" class="even"><td class="entry"><b>kRead</b> enum value (defined in <a class="el" href="classsinga_1_1Snapshot.html">singa::Snapshot</a>)</td><td class="entry"><a class="el" href="classsinga_1_1Snapshot.html">singa::Snapshot</a></td><td class="entry"></td></tr>
+ <tr bgcolor="#f0f0f0"><td class="entry"><b>kWrite</b> enum value (defined in <a class="el" href="classsinga_1_1Snapshot.html">singa::Snapshot</a>)</td><td class="entry"><a class="el" href="classsinga_1_1Snapshot.html">singa::Snapshot</a></td><td class="entry"></td></tr>
+ <tr bgcolor="#f0f0f0" class="even"><td class="entry"><b>Mode</b> enum name (defined in <a class="el" href="classsinga_1_1Snapshot.html">singa::Snapshot</a>)</td><td class="entry"><a class="el" href="classsinga_1_1Snapshot.html">singa::Snapshot</a></td><td class="entry"></td></tr>
+ <tr><td class="entry"><a class="el" href="classsinga_1_1Snapshot.html#a1b5a7c9bd8571523929f973d60911a9c">Read</a>()</td><td class="entry"><a class="el" href="classsinga_1_1Snapshot.html">singa::Snapshot</a></td><td class="entry"></td></tr>
+ <tr class="even"><td class="entry"><a class="el" href="classsinga_1_1Snapshot.html#aa5153b76cd995cf42c7b61010ffdd648">Read</a>(const std::string &Key)</td><td class="entry"><a class="el" href="classsinga_1_1Snapshot.html">singa::Snapshot</a></td><td class="entry"></td></tr>
+ <tr><td class="entry"><a class="el" href="classsinga_1_1Snapshot.html#a25c10f3e39b912fb0a72b4e575c60c0f">ReadShape</a>()</td><td class="entry"><a class="el" href="classsinga_1_1Snapshot.html">singa::Snapshot</a></td><td class="entry"></td></tr>
+ <tr class="even"><td class="entry"><a class="el" href="classsinga_1_1Snapshot.html#a0475ba53518a9f6b6bcced2d00db14be">ReadShape</a>(const std::string &key)</td><td class="entry"><a class="el" href="classsinga_1_1Snapshot.html">singa::Snapshot</a></td><td class="entry"></td></tr>
+ <tr><td class="entry"><a class="el" href="classsinga_1_1Snapshot.html#a6c953392f9d314ed0bf644a5d64eac84">Snapshot</a>(const std::string &prefix, Mode mode, int max_param_size=10)</td><td class="entry"><a class="el" href="classsinga_1_1Snapshot.html">singa::Snapshot</a></td><td class="entry"></td></tr>
+ <tr class="even"><td class="entry"><a class="el" href="classsinga_1_1Snapshot.html#ae311f3448715ebc110c1b238c56dce9b">version</a>() const</td><td class="entry"><a class="el" href="classsinga_1_1Snapshot.html">singa::Snapshot</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
+ <tr><td class="entry"><a class="el" href="classsinga_1_1Snapshot.html#a3a5ec45388f191e01668ef8486d4b8f7">Write</a>(const std::string &key, const Tensor &param)</td><td class="entry"><a class="el" href="classsinga_1_1Snapshot.html">singa::Snapshot</a></td><td class="entry"></td></tr>
+ <tr bgcolor="#f0f0f0" class="even"><td class="entry"><b>~Snapshot</b>() (defined in <a class="el" href="classsinga_1_1Snapshot.html">singa::Snapshot</a>)</td><td class="entry"><a class="el" href="classsinga_1_1Snapshot.html">singa::Snapshot</a></td><td class="entry"><span class="mlabel">inline</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  <a href="http://www.doxygen.org/index.html">
+<img class="footer" src="doxygen.png" alt="doxygen"/>
+</a> 1.8.13
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