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";> +<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::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" /> +</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_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> +<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> +<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>
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+1,88 @@ +<!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_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";> +<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::Regularizer 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_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";> +<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_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";> +<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::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"/> +<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_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 @@ -0,0 +1,14 @@ +digraph "singa::SGD" +{ + edge [fontname="Helvetica",fontsize="10",labelfontname="Helvetica",labelfontsize="10"]; + node [fontname="Helvetica",fontsize="10",shape=record]; + Node2 [label="singa::SGD",height=0.2,width=0.4,color="black", fillcolor="grey75", style="filled", fontcolor="black"]; + Node3 -> Node2 [dir="back",color="midnightblue",fontsize="10",style="solid",fontname="Helvetica"]; + Node3 [label="singa::Optimizer",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classsinga_1_1Optimizer.html",tooltip="The base class for gradient descent algorithms used to update the model parameters in order to optimi..."]; + 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", 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+</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_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 +</small></address> +</body> +</html> Added: incubator/singa/site/trunk/doxygen/html/classsinga_1_1Snapshot-members.html URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/doxygen/html/classsinga_1_1Snapshot-members.html?rev=1857944&view=auto ============================================================================== --- incubator/singa/site/trunk/doxygen/html/classsinga_1_1Snapshot-members.html (added) +++ incubator/singa/site/trunk/doxygen/html/classsinga_1_1Snapshot-members.html Mon Apr 22 10:37:18 2019 @@ -0,0 +1,92 @@ +<!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_1Snapshot.html">Snapshot</a></li> </ul> +</div> +</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 +</small></address> +</body> +</html>
