Added: incubator/singa/site/trunk/doxygen/html/classsinga_1_1Snapshot.html URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/doxygen/html/classsinga_1_1Snapshot.html?rev=1857944&view=auto ============================================================================== --- incubator/singa/site/trunk/doxygen/html/classsinga_1_1Snapshot.html (added) +++ incubator/singa/site/trunk/doxygen/html/classsinga_1_1Snapshot.html Mon Apr 22 10:37:18 2019 @@ -0,0 +1,200 @@ +<!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::Snapshot 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_1Snapshot.html">Snapshot</a></li> </ul> +</div> +</div><!-- top --> +<div class="header"> + <div class="summary"> +<a href="#pub-types">Public Types</a> | +<a href="#pub-methods">Public Member Functions</a> | +<a href="classsinga_1_1Snapshot-members.html">List of all members</a> </div> + <div class="headertitle"> +<div class="title">singa::Snapshot Class Reference</div> </div> +</div><!--header--> +<div class="contents"> + +<p>The snapshot management. + <a href="classsinga_1_1Snapshot.html#details">More...</a></p> + +<p><code>#include <<a class="el" href="snapshot_8h_source.html">snapshot.h</a>></code></p> +<table class="memberdecls"> +<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-types"></a> +Public Types</h2></td></tr> +<tr class="memitem:a4fb33858ec17db4ecc275311b0168f44"><td class="memItemLeft" align="right" valign="top"><a id="a4fb33858ec17db4ecc275311b0168f44"></a>enum  </td><td class="memItemRight" valign="bottom"><b>Mode</b> { <b>kRead</b>, +<b>kWrite</b> + }</td></tr> +<tr class="separator:a4fb33858ec17db4ecc275311b0168f44"><td class="memSeparator" colspan="2"> </td></tr> +</table><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:a6c953392f9d314ed0bf644a5d64eac84"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classsinga_1_1Snapshot.html#a6c953392f9d314ed0bf644a5d64eac84">Snapshot</a> (const std::string &prefix, Mode mode, int max_param_size=10)</td></tr> +<tr class="memdesc:a6c953392f9d314ed0bf644a5d64eac84"><td class="mdescLeft"> </td><td class="mdescRight"><prefix>.model is the binary file for parameter key-value pair. <a href="#a6c953392f9d314ed0bf644a5d64eac84">More...</a><br /></td></tr> +<tr class="separator:a6c953392f9d314ed0bf644a5d64eac84"><td class="memSeparator" colspan="2"> </td></tr> +<tr class="memitem:a1b5a7c9bd8571523929f973d60911a9c"><td class="memItemLeft" align="right" valign="top"><a id="a1b5a7c9bd8571523929f973d60911a9c"></a> +std::vector< std::pair< std::string, <a class="el" href="classsinga_1_1Tensor.html">Tensor</a> > > </td><td class="memItemRight" valign="bottom"><a class="el" href="classsinga_1_1Snapshot.html#a1b5a7c9bd8571523929f973d60911a9c">Read</a> ()</td></tr> +<tr class="memdesc:a1b5a7c9bd8571523929f973d60911a9c"><td class="mdescLeft"> </td><td class="mdescRight">Read parameters saved as tensors from checkpoint file. <br /></td></tr> +<tr class="separator:a1b5a7c9bd8571523929f973d60911a9c"><td class="memSeparator" colspan="2"> </td></tr> +<tr class="memitem:a25c10f3e39b912fb0a72b4e575c60c0f"><td class="memItemLeft" align="right" valign="top"><a id="a25c10f3e39b912fb0a72b4e575c60c0f"></a> +std::vector< std::pair< std::string, Shape > > </td><td class="memItemRight" valign="bottom"><a class="el" href="classsinga_1_1Snapshot.html#a25c10f3e39b912fb0a72b4e575c60c0f">ReadShape</a> ()</td></tr> +<tr class="memdesc:a25c10f3e39b912fb0a72b4e575c60c0f"><td class="mdescLeft"> </td><td class="mdescRight">Read parameter shapes from description file. <br /></td></tr> +<tr class="separator:a25c10f3e39b912fb0a72b4e575c60c0f"><td class="memSeparator" colspan="2"> </td></tr> +<tr class="memitem:aa5153b76cd995cf42c7b61010ffdd648"><td class="memItemLeft" align="right" valign="top"><a id="aa5153b76cd995cf42c7b61010ffdd648"></a> +<a class="el" href="classsinga_1_1Tensor.html">Tensor</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classsinga_1_1Snapshot.html#aa5153b76cd995cf42c7b61010ffdd648">Read</a> (const std::string &Key)</td></tr> +<tr class="memdesc:aa5153b76cd995cf42c7b61010ffdd648"><td class="mdescLeft"> </td><td class="mdescRight">Read parameter returned as a tensor for a given parameter name. <br /></td></tr> +<tr class="separator:aa5153b76cd995cf42c7b61010ffdd648"><td class="memSeparator" colspan="2"> </td></tr> +<tr class="memitem:a0475ba53518a9f6b6bcced2d00db14be"><td class="memItemLeft" align="right" valign="top"><a id="a0475ba53518a9f6b6bcced2d00db14be"></a> +Shape </td><td class="memItemRight" valign="bottom"><a class="el" href="classsinga_1_1Snapshot.html#a0475ba53518a9f6b6bcced2d00db14be">ReadShape</a> (const std::string &key)</td></tr> +<tr class="memdesc:a0475ba53518a9f6b6bcced2d00db14be"><td class="mdescLeft"> </td><td class="mdescRight">Read parameter shape for a given parameter name. <br /></td></tr> +<tr class="separator:a0475ba53518a9f6b6bcced2d00db14be"><td class="memSeparator" colspan="2"> </td></tr> +<tr class="memitem:a3a5ec45388f191e01668ef8486d4b8f7"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classsinga_1_1Snapshot.html#a3a5ec45388f191e01668ef8486d4b8f7">Write</a> (const std::string &key, const <a class="el" href="classsinga_1_1Tensor.html">Tensor</a> &param)</td></tr> +<tr class="memdesc:a3a5ec45388f191e01668ef8486d4b8f7"><td class="mdescLeft"> </td><td class="mdescRight">Serialize and dump out parameter. <a href="#a3a5ec45388f191e01668ef8486d4b8f7">More...</a><br /></td></tr> +<tr class="separator:a3a5ec45388f191e01668ef8486d4b8f7"><td class="memSeparator" colspan="2"> </td></tr> +<tr class="memitem:ae311f3448715ebc110c1b238c56dce9b"><td class="memItemLeft" align="right" valign="top"><a id="ae311f3448715ebc110c1b238c56dce9b"></a> +int </td><td class="memItemRight" valign="bottom"><a class="el" href="classsinga_1_1Snapshot.html#ae311f3448715ebc110c1b238c56dce9b">version</a> () const</td></tr> +<tr class="memdesc:ae311f3448715ebc110c1b238c56dce9b"><td class="mdescLeft"> </td><td class="mdescRight">available for singa > 1.0.1 <br /></td></tr> +<tr class="separator:ae311f3448715ebc110c1b238c56dce9b"><td class="memSeparator" colspan="2"> </td></tr> +</table> +<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2> +<div class="textblock"><p>The snapshot management. </p> +<p>It dumps the model parameter snapshot as checkpoint files, which coud be used for fine-tuning and deployment. The model paramters are separated from model definition, i.e., net construction. Users either randomly initialize the layer parameters or using the parameters from checkpoint files using <a class="el" href="classsinga_1_1Snapshot.html" title="The snapshot management. ">Snapshot</a> after creating the neural network. </p> +</div><h2 class="groupheader">Constructor & Destructor Documentation</h2> +<a id="a6c953392f9d314ed0bf644a5d64eac84"></a> +<h2 class="memtitle"><span class="permalink"><a href="#a6c953392f9d314ed0bf644a5d64eac84">◆ </a></span>Snapshot()</h2> + +<div class="memitem"> +<div class="memproto"> + <table class="memname"> + <tr> + <td class="memname">singa::Snapshot::Snapshot </td> + <td>(</td> + <td class="paramtype">const std::string & </td> + <td class="paramname"><em>prefix</em>, </td> + </tr> + <tr> + <td class="paramkey"></td> + <td></td> + <td class="paramtype">Mode </td> + <td class="paramname"><em>mode</em>, </td> + </tr> + <tr> + <td class="paramkey"></td> + <td></td> + <td class="paramtype">int </td> + <td class="paramname"><em>max_param_size</em> = <code>10</code> </td> + </tr> + <tr> + <td></td> + <td>)</td> + <td></td><td></td> + </tr> + </table> +</div><div class="memdoc"> + +<p><prefix>.model is the binary file for parameter key-value pair. </p> +<p><prefix>.meta is the text file describing information about paramters, i.e. name and shape, one line per parameter. kRead for reading snapshot, whereas kWrite for dumping out snapshot. max_param_size: in MB </p> + +</div> +</div> +<h2 class="groupheader">Member Function Documentation</h2> +<a id="a3a5ec45388f191e01668ef8486d4b8f7"></a> +<h2 class="memtitle"><span class="permalink"><a href="#a3a5ec45388f191e01668ef8486d4b8f7">◆ </a></span>Write()</h2> + +<div class="memitem"> +<div class="memproto"> + <table class="memname"> + <tr> + <td class="memname">void singa::Snapshot::Write </td> + <td>(</td> + <td class="paramtype">const std::string & </td> + <td class="paramname"><em>key</em>, </td> + </tr> + <tr> + <td class="paramkey"></td> + <td></td> + <td class="paramtype">const <a class="el" href="classsinga_1_1Tensor.html">Tensor</a> & </td> + <td class="paramname"><em>param</em> </td> + </tr> + <tr> + <td></td> + <td>)</td> + <td></td><td></td> + </tr> + </table> +</div><div class="memdoc"> + +<p>Serialize and dump out parameter. </p> +<p>This method will write two files, one binary file is for serialized tensors, the other csv file is for parameter names and shapes. </p> + +</div> +</div> +<hr/>The documentation for this class was generated from the following file:<ul> +<li>/home/moaz/incubator-singa/include/singa/io/<a class="el" href="snapshot_8h_source.html">snapshot.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_1SoftmaxCrossEntropy-members.html URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/doxygen/html/classsinga_1_1SoftmaxCrossEntropy-members.html?rev=1857944&view=auto ============================================================================== --- incubator/singa/site/trunk/doxygen/html/classsinga_1_1SoftmaxCrossEntropy-members.html (added) +++ incubator/singa/site/trunk/doxygen/html/classsinga_1_1SoftmaxCrossEntropy-members.html Mon Apr 22 10:37:18 2019 @@ -0,0 +1,89 @@ +<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd"> +<html xmlns="http://www.w3.org/1999/xhtml"> +<head> +<meta http-equiv="Content-Type" content="text/xhtml;charset=UTF-8"/> +<meta http-equiv="X-UA-Compatible" content="IE=9"/> +<meta name="generator" content="Doxygen 1.8.13"/> +<meta name="viewport" content="width=device-width, initial-scale=1"/> +<title>Apache Singa: Member List</title> +<link href="tabs.css" rel="stylesheet" type="text/css"/> +<script type="text/javascript" src="jquery.js"></script> +<script type="text/javascript" src="dynsections.js"></script> +<link href="search/search.css" rel="stylesheet" type="text/css"/> +<script type="text/javascript" src="search/searchdata.js"></script> +<script type="text/javascript" src="search/search.js"></script> +<link href="doxygen.css" rel="stylesheet" type="text/css" /> +</head> +<body> +<div id="top"><!-- do not remove this div, it is closed by doxygen! --> +<div id="titlearea"> +<table cellspacing="0" cellpadding="0"> + <tbody> + <tr style="height: 56px;"> + <td id="projectalign" style="padding-left: 0.5em;"> + <div id="projectname">Apache Singa + </div> + <div id="projectbrief">A General Distributed Deep Learning Library</div> + </td> + </tr> + </tbody> +</table> +</div> +<!-- end header part --> +<!-- Generated by Doxygen 1.8.13 --> +<script type="text/javascript"> +var searchBox = new SearchBox("searchBox", "search",false,'Search'); +</script> +<script type="text/javascript" src="menudata.js"></script> +<script type="text/javascript" src="menu.js"></script> +<script type="text/javascript"> +$(function() { + initMenu('',true,false,'search.php','Search'); + $(document).ready(function() { init_search(); }); +}); +</script> +<div id="main-nav"></div> +<!-- window showing the filter options --> +<div id="MSearchSelectWindow" + onmouseover="return searchBox.OnSearchSelectShow()" + onmouseout="return searchBox.OnSearchSelectHide()" + onkeydown="return searchBox.OnSearchSelectKey(event)"> +</div> + +<!-- iframe showing the search results (closed by default) --> +<div id="MSearchResultsWindow"> +<iframe src="javascript:void(0)" frameborder="0" + name="MSearchResults" id="MSearchResults"> +</iframe> +</div> + +<div id="nav-path" class="navpath"> + <ul> +<li class="navelem"><a class="el" href="namespacesinga.html">singa</a></li><li class="navelem"><a class="el" href="classsinga_1_1SoftmaxCrossEntropy.html">SoftmaxCrossEntropy</a></li> </ul> +</div> +</div><!-- top --> +<div class="header"> + <div class="headertitle"> +<div class="title">singa::SoftmaxCrossEntropy Member List</div> </div> +</div><!--header--> +<div class="contents"> + +<p>This is the complete list of members for <a class="el" href="classsinga_1_1SoftmaxCrossEntropy.html">singa::SoftmaxCrossEntropy</a>, including all inherited members.</p> +<table class="directory"> + <tr class="even"><td class="entry"><a class="el" href="classsinga_1_1SoftmaxCrossEntropy.html#a1e7c9465c3ef0b732525700482a80492">Backward</a>() override</td><td class="entry"><a class="el" href="classsinga_1_1SoftmaxCrossEntropy.html">singa::SoftmaxCrossEntropy</a></td><td class="entry"><span class="mlabel">virtual</span></td></tr> + <tr><td class="entry"><a class="el" href="classsinga_1_1Loss.html#a7dfd3be50e9f20430604d4adab1664ce">Evaluate</a>(int flag, const Tensor &prediction, const Tensor &target)</td><td class="entry"><a class="el" href="classsinga_1_1Loss.html">singa::Loss</a></td><td class="entry"><span class="mlabel">inline</span></td></tr> + <tr class="even"><td class="entry"><a class="el" href="classsinga_1_1SoftmaxCrossEntropy.html#a7dacf1dfecad29db29d942e874f3a8fa">Forward</a>(int flag, const Tensor &prediction, const Tensor &target) override</td><td class="entry"><a class="el" href="classsinga_1_1SoftmaxCrossEntropy.html">singa::SoftmaxCrossEntropy</a></td><td class="entry"><span class="mlabel">virtual</span></td></tr> + <tr bgcolor="#f0f0f0"><td class="entry"><b>Loss</b>()=default (defined in <a class="el" href="classsinga_1_1Loss.html">singa::Loss</a>)</td><td class="entry"><a class="el" href="classsinga_1_1Loss.html">singa::Loss</a></td><td class="entry"></td></tr> + <tr bgcolor="#f0f0f0" class="even"><td class="entry"><b>Setup</b>(const string &conf) (defined in <a class="el" href="classsinga_1_1Loss.html">singa::Loss</a>)</td><td class="entry"><a class="el" href="classsinga_1_1Loss.html">singa::Loss</a></td><td class="entry"><span class="mlabel">inline</span></td></tr> + <tr><td class="entry"><a class="el" href="classsinga_1_1Loss.html#a5be3a26d72200fb17ce1b2fa8c866525">Setup</a>(const LossConf &conf)</td><td class="entry"><a class="el" href="classsinga_1_1Loss.html">singa::Loss</a></td><td class="entry"><span class="mlabel">inline</span><span class="mlabel">virtual</span></td></tr> + <tr bgcolor="#f0f0f0" class="even"><td class="entry"><b>ToDevice</b>(std::shared_ptr< Device > device) (defined in <a class="el" href="classsinga_1_1Loss.html">singa::Loss</a>)</td><td class="entry"><a class="el" href="classsinga_1_1Loss.html">singa::Loss</a></td><td class="entry"><span class="mlabel">inline</span><span class="mlabel">virtual</span></td></tr> + <tr bgcolor="#f0f0f0"><td class="entry"><b>~Loss</b>() (defined in <a class="el" href="classsinga_1_1Loss.html">singa::Loss</a>)</td><td class="entry"><a class="el" href="classsinga_1_1Loss.html">singa::Loss</a></td><td class="entry"><span class="mlabel">inline</span><span class="mlabel">virtual</span></td></tr> +</table></div><!-- contents --> +<!-- start footer part --> +<hr class="footer"/><address class="footer"><small> +Generated on Mon Apr 22 2019 12:27:05 for Apache Singa by  <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_1SoftmaxCrossEntropy.html URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/doxygen/html/classsinga_1_1SoftmaxCrossEntropy.html?rev=1857944&view=auto ============================================================================== --- incubator/singa/site/trunk/doxygen/html/classsinga_1_1SoftmaxCrossEntropy.html (added) +++ incubator/singa/site/trunk/doxygen/html/classsinga_1_1SoftmaxCrossEntropy.html Mon Apr 22 10:37:18 2019 @@ -0,0 +1,206 @@ +<!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::SoftmaxCrossEntropy 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_1SoftmaxCrossEntropy.html">SoftmaxCrossEntropy</a></li> </ul> +</div> +</div><!-- top --> +<div class="header"> + <div class="summary"> +<a href="#pub-methods">Public Member Functions</a> | +<a href="classsinga_1_1SoftmaxCrossEntropy-members.html">List of all members</a> </div> + <div class="headertitle"> +<div class="title">singa::SoftmaxCrossEntropy Class Reference</div> </div> +</div><!--header--> +<div class="contents"> + +<p>Softmax + cross entropy for multi-category classification. + <a href="classsinga_1_1SoftmaxCrossEntropy.html#details">More...</a></p> + +<p><code>#include <<a class="el" href="loss_8h_source.html">loss.h</a>></code></p> +<div class="dynheader"> +Inheritance diagram for singa::SoftmaxCrossEntropy:</div> +<div class="dyncontent"> +<div class="center"><img src="classsinga_1_1SoftmaxCrossEntropy__inherit__graph.png" border="0" usemap="#singa_1_1SoftmaxCrossEntropy_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::SoftmaxCrossEntropy:</div> +<div class="dyncontent"> +<div class="center"><img src="classsinga_1_1SoftmaxCrossEntropy__coll__graph.png" border="0" usemap="#singa_1_1SoftmaxCrossEntropy_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:a7dacf1dfecad29db29d942e874f3a8fa"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classsinga_1_1Tensor.html">Tensor</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classsinga_1_1SoftmaxCrossEntropy.html#a7dacf1dfecad29db29d942e874f3a8fa">Forward</a> (int flag, const <a class="el" href="classsinga_1_1Tensor.html">Tensor</a> &prediction, const <a class="el" href="classsinga_1_1Tensor.html">Tensor</a> &target) override</td></tr> +<tr class="memdesc:a7dacf1dfecad29db29d942e874f3a8fa"><td class="mdescLeft"> </td><td class="mdescRight">Compute the loss values for each sample/instance given the prediction and the target. <a href="#a7dacf1dfecad29db29d942e874f3a8fa">More...</a><br /></td></tr> +<tr class="separator:a7dacf1dfecad29db29d942e874f3a8fa"><td class="memSeparator" colspan="2"> </td></tr> +<tr class="memitem:a1e7c9465c3ef0b732525700482a80492"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classsinga_1_1Tensor.html">Tensor</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classsinga_1_1SoftmaxCrossEntropy.html#a1e7c9465c3ef0b732525700482a80492">Backward</a> () override</td></tr> +<tr class="memdesc:a1e7c9465c3ef0b732525700482a80492"><td class="mdescLeft"> </td><td class="mdescRight">Compute the gradients of the loss values w.r.t. <a href="#a1e7c9465c3ef0b732525700482a80492">More...</a><br /></td></tr> +<tr class="separator:a1e7c9465c3ef0b732525700482a80492"><td class="memSeparator" colspan="2"> </td></tr> +<tr class="inherit_header pub_methods_classsinga_1_1Loss"><td colspan="2" onclick="javascript:toggleInherit('pub_methods_classsinga_1_1Loss')"><img src="closed.png" alt="-"/> Public Member Functions inherited from <a class="el" href="classsinga_1_1Loss.html">singa::Loss</a></td></tr> +<tr class="memitem:ab1ffff2b3ddebd84bd1ea19104e1bba5 inherit pub_methods_classsinga_1_1Loss"><td class="memItemLeft" align="right" valign="top"><a id="ab1ffff2b3ddebd84bd1ea19104e1bba5"></a> +void </td><td class="memItemRight" valign="bottom"><b>Setup</b> (const string &conf)</td></tr> +<tr class="separator:ab1ffff2b3ddebd84bd1ea19104e1bba5 inherit pub_methods_classsinga_1_1Loss"><td class="memSeparator" colspan="2"> </td></tr> +<tr class="memitem:afe5a390383602feed7b0adf3a6afb487 inherit pub_methods_classsinga_1_1Loss"><td class="memItemLeft" align="right" valign="top"><a id="afe5a390383602feed7b0adf3a6afb487"></a> +virtual void </td><td class="memItemRight" valign="bottom"><b>ToDevice</b> (std::shared_ptr< <a class="el" href="classsinga_1_1Device.html">Device</a> > device)</td></tr> +<tr class="separator:afe5a390383602feed7b0adf3a6afb487 inherit pub_methods_classsinga_1_1Loss"><td class="memSeparator" colspan="2"> </td></tr> +<tr class="memitem:a5be3a26d72200fb17ce1b2fa8c866525 inherit pub_methods_classsinga_1_1Loss"><td class="memItemLeft" align="right" valign="top"><a id="a5be3a26d72200fb17ce1b2fa8c866525"></a> +virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classsinga_1_1Loss.html#a5be3a26d72200fb17ce1b2fa8c866525">Setup</a> (const LossConf &conf)</td></tr> +<tr class="memdesc:a5be3a26d72200fb17ce1b2fa8c866525 inherit pub_methods_classsinga_1_1Loss"><td class="mdescLeft"> </td><td class="mdescRight">Set meta fields from user configurations. <br /></td></tr> +<tr class="separator:a5be3a26d72200fb17ce1b2fa8c866525 inherit pub_methods_classsinga_1_1Loss"><td class="memSeparator" colspan="2"> </td></tr> +<tr class="memitem:a7dfd3be50e9f20430604d4adab1664ce inherit pub_methods_classsinga_1_1Loss"><td class="memItemLeft" align="right" valign="top">float </td><td class="memItemRight" valign="bottom"><a class="el" href="classsinga_1_1Loss.html#a7dfd3be50e9f20430604d4adab1664ce">Evaluate</a> (int flag, const <a class="el" href="classsinga_1_1Tensor.html">Tensor</a> &prediction, const <a class="el" href="classsinga_1_1Tensor.html">Tensor</a> &target)</td></tr> +<tr class="memdesc:a7dfd3be50e9f20430604d4adab1664ce inherit pub_methods_classsinga_1_1Loss"><td class="mdescLeft"> </td><td class="mdescRight">Average loss values for all samples in the mini-batch It calls <a class="el" href="classsinga_1_1Loss.html#ad8ce9cac8b07719a2dcf2e5a50585f80" title="Compute the loss values for each sample/instance given the prediction and the target. ">Forward()</a> internally. <a href="classsinga_1_1Loss.html#a7dfd3be50e9f20430604d4adab1664ce">More...</a><br /></td></tr> +<tr class="separator:a7dfd3be50e9f20430604d4adab1664ce inherit pub_methods_classsinga_1_1Loss"><td class="memSeparator" colspan="2"> </td></tr> +</table> +<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2> +<div class="textblock"><p>Softmax + cross entropy for multi-category classification. </p> +</div><h2 class="groupheader">Member Function Documentation</h2> +<a id="a1e7c9465c3ef0b732525700482a80492"></a> +<h2 class="memtitle"><span class="permalink"><a href="#a1e7c9465c3ef0b732525700482a80492">◆ </a></span>Backward()</h2> + +<div class="memitem"> +<div class="memproto"> +<table class="mlabels"> + <tr> + <td class="mlabels-left"> + <table class="memname"> + <tr> + <td class="memname"><a class="el" href="classsinga_1_1Tensor.html">Tensor</a> singa::SoftmaxCrossEntropy::Backward </td> + <td>(</td> + <td class="paramname"></td><td>)</td> + <td></td> + </tr> + </table> + </td> + <td class="mlabels-right"> +<span class="mlabels"><span class="mlabel">override</span><span class="mlabel">virtual</span></span> </td> + </tr> +</table> +</div><div class="memdoc"> + +<p>Compute the gradients of the loss values w.r.t. </p> +<p>the prediction, which is: p[i] - t[i]/ t[j] </p> + +<p>Implements <a class="el" href="classsinga_1_1Loss.html#a82a5257979b7111e283b2da846124a08">singa::Loss</a>.</p> + +</div> +</div> +<a id="a7dacf1dfecad29db29d942e874f3a8fa"></a> +<h2 class="memtitle"><span class="permalink"><a href="#a7dacf1dfecad29db29d942e874f3a8fa">◆ </a></span>Forward()</h2> + +<div class="memitem"> +<div class="memproto"> +<table class="mlabels"> + <tr> + <td class="mlabels-left"> + <table class="memname"> + <tr> + <td class="memname"><a class="el" href="classsinga_1_1Tensor.html">Tensor</a> singa::SoftmaxCrossEntropy::Forward </td> + <td>(</td> + <td class="paramtype">int </td> + <td class="paramname"><em>flag</em>, </td> + </tr> + <tr> + <td class="paramkey"></td> + <td></td> + <td class="paramtype">const <a class="el" href="classsinga_1_1Tensor.html">Tensor</a> & </td> + <td class="paramname"><em>prediction</em>, </td> + </tr> + <tr> + <td class="paramkey"></td> + <td></td> + <td class="paramtype">const <a class="el" href="classsinga_1_1Tensor.html">Tensor</a> & </td> + <td class="paramname"><em>target</em> </td> + </tr> + <tr> + <td></td> + <td>)</td> + <td></td><td></td> + </tr> + </table> + </td> + <td class="mlabels-right"> +<span class="mlabels"><span class="mlabel">override</span><span class="mlabel">virtual</span></span> </td> + </tr> +</table> +</div><div class="memdoc"> + +<p>Compute the loss values for each sample/instance given the prediction and the target. </p> +<p>If the target consists one integer per instance, i.e. the label index (dentoed as idx_truth), the loss is -log(p[idx_truth]), p[] is the probability for each category, computed from Softmax(prediction). If the target consists one array per instance (e.g., for multiple labels), the loss is - (t[i] * log(p[i]) / t[j], t[i] is the weight of the i-th label (e.g., 1: the instance has this label, 0: the instance does not have this label).</p> +<p>Users can call Average(const Tensor&) to get the average loss value over all samples in the batch. </p> + +<p>Implements <a class="el" href="classsinga_1_1Loss.html#ad8ce9cac8b07719a2dcf2e5a50585f80">singa::Loss</a>.</p> + +</div> +</div> +<hr/>The documentation for this class was generated from the following file:<ul> +<li>/home/moaz/incubator-singa/include/singa/model/<a class="el" href="loss_8h_source.html">loss.h</a></li> +</ul> +</div><!-- contents --> +<!-- start footer part --> +<hr class="footer"/><address class="footer"><small> +Generated on Mon Apr 22 2019 12:27:05 for Apache Singa by  <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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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_1Tensor.html">Tensor</a></li> </ul> +</div> +</div><!-- top --> +<div class="header"> + <div class="headertitle"> +<div class="title">singa::Tensor Member List</div> </div> +</div><!--header--> +<div class="contents"> + +<p>This is the complete list of members for <a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a>, including all inherited members.</p> +<table class="directory"> + <tr class="even"><td class="entry"><a class="el" href="classsinga_1_1Tensor.html#acfe6d1399951598288a04531fba1a904">AsType</a>(const DataType type)</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"></td></tr> + <tr><td class="entry"><a class="el" href="classsinga_1_1Tensor.html#a38a9f9935afbd535bb7b9e6145bfba77">block</a>() const</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"><span class="mlabel">inline</span></td></tr> + <tr class="even"><td class="entry"><a class="el" href="classsinga_1_1Tensor.html#a5f7211731ad2f464748fb2f9395d1180">block_</a></td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"><span class="mlabel">protected</span></td></tr> + <tr><td class="entry"><a class="el" href="classsinga_1_1Tensor.html#ac576dc3e929e594a904029c836db374f">Broadcast</a>(const Shape &shape)</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"></td></tr> + <tr class="even"><td class="entry"><a class="el" href="classsinga_1_1Tensor.html#a4264350c378ce25e2f7e69f0f80e4a85">Clone</a>(std::shared_ptr< Device > device=nullptr) const</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"></td></tr> + <tr><td class="entry"><a class="el" href="classsinga_1_1Tensor.html#a0dca11749473abe867abaf9cf3a10c7c">CopyData</a>(const Tensor &other)</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"></td></tr> + <tr class="even"><td class="entry"><a class="el" href="classsinga_1_1Tensor.html#a09ffd10a924e9fadaf10399df66f0fdf">CopyDataFromHostPtr</a>(const SType *src, const size_t num, const size_t offset=0)</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"></td></tr> + <tr><td class="entry"><a class="el" href="classsinga_1_1Tensor.html#a5bd7ef8a4292b2b69827bc2d71db352a">data</a>() const</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"><span class="mlabel">inline</span></td></tr> + <tr class="even"><td class="entry"><a class="el" href="classsinga_1_1Tensor.html#a1043d029610245f22b5844e987b0288a">data_type</a>() const</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"><span class="mlabel">inline</span></td></tr> + <tr bgcolor="#f0f0f0"><td class="entry"><b>data_type_</b> (defined in <a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a>)</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"><span class="mlabel">protected</span></td></tr> + <tr bgcolor="#f0f0f0" class="even"><td class="entry"><b>device</b>() const (defined in <a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a>)</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"><span class="mlabel">inline</span></td></tr> + <tr bgcolor="#f0f0f0"><td class="entry"><b>device_</b> (defined in <a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a>)</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"><span class="mlabel">protected</span></td></tr> + <tr bgcolor="#f0f0f0" class="even"><td class="entry"><b>empty</b>() const (defined in <a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a>)</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"><span class="mlabel">inline</span></td></tr> + <tr><td class="entry"><a class="el" href="classsinga_1_1Tensor.html#a89edc1394576347e64e247d07917f91b">FromProto</a>(const singa::TensorProto &proto)</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"></td></tr> + <tr bgcolor="#f0f0f0" class="even"><td class="entry"><b>generate_stride</b>() (defined in <a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a>)</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"><span class="mlabel">inline</span><span class="mlabel">protected</span></td></tr> + <tr><td class="entry"><a class="el" href="classsinga_1_1Tensor.html#a8837e7a2add8fad52da84fe914e724fa">GetValue</a>(SType *value, const size_t num)</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"><span class="mlabel">inline</span></td></tr> + <tr class="even"><td class="entry"><a class="el" href="classsinga_1_1Tensor.html#a3d37e87484fff3a140be4045c9c765cb">initailized</a>() const</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"><span class="mlabel">inline</span></td></tr> + <tr><td class="entry"><a class="el" href="classsinga_1_1Tensor.html#aa5f03135322a13957c502db36c51fd5b">L1</a>() const</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"></td></tr> + <tr class="even"><td class="entry"><a class="el" href="classsinga_1_1Tensor.html#a896beeaf9f9e89f70663ccdf567c6c7e">L2</a>() const</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"></td></tr> + <tr><td class="entry"><a class="el" href="classsinga_1_1Tensor.html#a9788f0fdc1eaaeda0157dff1cd0d5f3b">MemSize</a>() const</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"><span class="mlabel">inline</span></td></tr> + <tr bgcolor="#f0f0f0" class="even"><td class="entry"><b>nDim</b>() const (defined in <a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a>)</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"><span class="mlabel">inline</span></td></tr> + <tr bgcolor="#f0f0f0"><td class="entry"><b>operator*=</b>(const Tensor &in) (defined in <a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a>)</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"></td></tr> + <tr class="even"><td class="entry"><a class="el" href="classsinga_1_1Tensor.html#a661fec4052f8769352b173f700c20dcf">operator*=</a>(const SType x)</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"></td></tr> + <tr bgcolor="#f0f0f0"><td class="entry"><b>operator+=</b>(const Tensor &in) (defined in <a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a>)</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"></td></tr> + <tr class="even"><td class="entry"><a class="el" href="classsinga_1_1Tensor.html#a3ba44273e8a37894266326a18d532537">operator+=</a>(const SType x)</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"></td></tr> + <tr bgcolor="#f0f0f0"><td class="entry"><b>operator-=</b>(const Tensor &in) (defined in <a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a>)</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"></td></tr> + <tr class="even"><td class="entry"><a class="el" href="classsinga_1_1Tensor.html#ab5cd973afa9ef54f26a25277a3736070">operator-=</a>(const SType x)</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"></td></tr> + <tr bgcolor="#f0f0f0"><td class="entry"><b>operator/=</b>(const Tensor &in) (defined in <a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a>)</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"></td></tr> + <tr class="even"><td class="entry"><a class="el" href="classsinga_1_1Tensor.html#a3e093b4dc59e29bbd1b20db4d98d2acc">operator/=</a>(const SType x)</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"></td></tr> + <tr><td class="entry"><a class="el" href="classsinga_1_1Tensor.html#a49fe082439367924e300b8ad2d2ae32c">operator=</a>(const Tensor &in)</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"></td></tr> + <tr class="even"><td class="entry"><a class="el" href="classsinga_1_1Tensor.html#a9f22e120ebcf642dbc3b89adea6417f4">operator=</a>(Tensor &&in)</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"></td></tr> + <tr bgcolor="#f0f0f0"><td class="entry"><b>Repeat</b>(const vector< size_t > &repeats, int axis, std::shared_ptr< Device > device=nullptr) (defined in <a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a>)</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"></td></tr> + <tr class="even"><td class="entry"><a class="el" href="classsinga_1_1Tensor.html#a3a36059ddc56785efc13939d022f7d6c">RepeatData</a>(const vector< size_t > &repeats, int axis, int total_repeats, const Tensor &other)</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"></td></tr> + <tr><td class="entry"><a class="el" href="classsinga_1_1Tensor.html#a8593ee267f73de51aeac35cd2a527f1d">ResetLike</a>(const Tensor &t)</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"></td></tr> + <tr class="even"><td class="entry"><a class="el" href="classsinga_1_1Tensor.html#ab926cc6a52b4769422d3f79c001487f3">Reshape</a>(const Shape &shape)</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"></td></tr> + <tr><td class="entry"><a class="el" href="classsinga_1_1Tensor.html#a4c246861034f2c704ed3190988b40fe8">Resize</a>(const Shape &shape)</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"></td></tr> + <tr bgcolor="#f0f0f0" class="even"><td class="entry"><b>set_strides</b>(const vector< int > new_strides) (defined in <a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a>)</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"><span class="mlabel">inline</span><span class="mlabel">protected</span></td></tr> + <tr><td class="entry"><a class="el" href="classsinga_1_1Tensor.html#a6b940544ecf97e88d716af395b728a26">SetValue</a>(const SType x)</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"></td></tr> + <tr bgcolor="#f0f0f0" class="even"><td class="entry"><b>shape</b>() const (defined in <a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a>)</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"><span class="mlabel">inline</span></td></tr> + <tr bgcolor="#f0f0f0"><td class="entry"><b>shape</b>(const size_t idx) const (defined in <a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a>)</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"><span class="mlabel">inline</span></td></tr> + <tr bgcolor="#f0f0f0" class="even"><td class="entry"><b>shape_</b> (defined in <a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a>)</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"><span class="mlabel">protected</span></td></tr> + <tr><td class="entry"><a class="el" href="classsinga_1_1Tensor.html#a1c38d62986020862905d1307c09972e0">Size</a>() const</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"><span class="mlabel">inline</span></td></tr> + <tr bgcolor="#f0f0f0" class="even"><td class="entry"><b>stride</b>() const (defined in <a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a>)</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"><span class="mlabel">inline</span></td></tr> + <tr bgcolor="#f0f0f0"><td class="entry"><b>stride_</b> (defined in <a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a>)</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"><span class="mlabel">protected</span></td></tr> + <tr class="even"><td class="entry"><a class="el" href="classsinga_1_1Tensor.html#ab725179d07eb24323271af9540f9c046">T</a>()</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"></td></tr> + <tr bgcolor="#f0f0f0"><td class="entry"><b>Tensor</b>() (defined in <a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a>)</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"></td></tr> + <tr class="even"><td class="entry"><a class="el" href="classsinga_1_1Tensor.html#a5e927b96220f66e87cb7582cc6f9bbc3">Tensor</a>(const Shape &shape, DataType dtype=kFloat32)</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"><span class="mlabel">explicit</span></td></tr> + <tr><td class="entry"><a class="el" href="classsinga_1_1Tensor.html#a0b3a329469bbaa5fbdec902f3250f7e5">Tensor</a>(const Shape &shape, std::shared_ptr< Device > dev, DataType dtype=kFloat32)</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"></td></tr> + <tr class="even"><td class="entry"><a class="el" href="classsinga_1_1Tensor.html#a8689563f7f55e646a7bce8245387571f">Tensor</a>(const Tensor &from)</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"></td></tr> + <tr><td class="entry"><a class="el" href="classsinga_1_1Tensor.html#af32b9e397a7c5cd3c8d9ff7e8738836c">Tensor</a>(Tensor &&from)</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"></td></tr> + <tr class="even"><td class="entry"><a class="el" href="classsinga_1_1Tensor.html#a10e51ef8fe5fb5f9157da5ae56619c49">ToDevice</a>(std::shared_ptr< Device > dev)</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"></td></tr> + <tr><td class="entry"><a class="el" href="classsinga_1_1Tensor.html#a7b214269cb2dcea698befe14aae11f2e">ToHost</a>()</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"></td></tr> + <tr class="even"><td class="entry"><a class="el" href="classsinga_1_1Tensor.html#ac457aeb46420507b5bc0a31d568e6fcd">ToProto</a>(singa::TensorProto *proto) const</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"></td></tr> + <tr><td class="entry"><a class="el" href="classsinga_1_1Tensor.html#af2279b51a1eb0b4896937ce0133f4dbd">Transpose</a>()</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"></td></tr> + <tr class="even"><td class="entry"><a class="el" href="classsinga_1_1Tensor.html#a9d98daca7ea5c6cb14354611b9cc4711">Transpose</a>(const vector< size_t > &axes)</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"></td></tr> + <tr><td class="entry"><a class="el" href="classsinga_1_1Tensor.html#adcaa6e890701e7a6b3823936c65b95cb">transpose</a>() const</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"><span class="mlabel">inline</span></td></tr> + <tr bgcolor="#f0f0f0" class="even"><td class="entry"><b>~Tensor</b>() (defined in <a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a>)</td><td class="entry"><a class="el" href="classsinga_1_1Tensor.html">singa::Tensor</a></td><td class="entry"></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 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