namespace_layer.html 15 KB

123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174175176177178179180181182183184185186187188189190191192193194195196197198199200201202203204205206207208209210211212213214215216217218219220221222223224225226227228229230231232233234235236237238239240241242243244245246247248249250251252253254255256257258259260261262263
  1. <!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "https://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
  2. <html xmlns="http://www.w3.org/1999/xhtml">
  3. <head>
  4. <meta http-equiv="Content-Type" content="text/xhtml;charset=UTF-8"/>
  5. <meta http-equiv="X-UA-Compatible" content="IE=11"/>
  6. <meta name="generator" content="Doxygen 1.9.3"/>
  7. <meta name="viewport" content="width=device-width, initial-scale=1"/>
  8. <title>Deep network: Layer Namespace Reference</title>
  9. <link href="tabs.css" rel="stylesheet" type="text/css"/>
  10. <script type="text/javascript" src="jquery.js"></script>
  11. <script type="text/javascript" src="dynsections.js"></script>
  12. <link href="navtree.css" rel="stylesheet" type="text/css"/>
  13. <script type="text/javascript" src="resize.js"></script>
  14. <script type="text/javascript" src="navtreedata.js"></script>
  15. <script type="text/javascript" src="navtree.js"></script>
  16. <link href="search/search.css" rel="stylesheet" type="text/css"/>
  17. <script type="text/javascript" src="search/searchdata.js"></script>
  18. <script type="text/javascript" src="search/search.js"></script>
  19. <script type="text/x-mathjax-config">
  20. MathJax.Hub.Config({
  21. extensions: ["tex2jax.js"],
  22. jax: ["input/TeX","output/HTML-CSS"],
  23. });
  24. </script>
  25. <script type="text/javascript" async="async" src="https://cdn.jsdelivr.net/npm/mathjax@2/MathJax.js"></script>
  26. <link href="doxygen.css" rel="stylesheet" type="text/css" />
  27. </head>
  28. <body>
  29. <div id="top"><!-- do not remove this div, it is closed by doxygen! -->
  30. <div id="titlearea">
  31. <table cellspacing="0" cellpadding="0">
  32. <tbody>
  33. <tr id="projectrow">
  34. <td id="projectalign">
  35. <div id="projectname">Deep network
  36. </div>
  37. </td>
  38. </tr>
  39. </tbody>
  40. </table>
  41. </div>
  42. <!-- end header part -->
  43. <!-- Generated by Doxygen 1.9.3 -->
  44. <script type="text/javascript">
  45. /* @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&amp;dn=expat.txt MIT */
  46. var searchBox = new SearchBox("searchBox", "search",'Search','.html');
  47. /* @license-end */
  48. </script>
  49. <script type="text/javascript" src="menudata.js"></script>
  50. <script type="text/javascript" src="menu.js"></script>
  51. <script type="text/javascript">
  52. /* @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&amp;dn=expat.txt MIT */
  53. $(function() {
  54. initMenu('',true,false,'search.php','Search');
  55. $(document).ready(function() { init_search(); });
  56. });
  57. /* @license-end */
  58. </script>
  59. <div id="main-nav"></div>
  60. </div><!-- top -->
  61. <div id="side-nav" class="ui-resizable side-nav-resizable">
  62. <div id="nav-tree">
  63. <div id="nav-tree-contents">
  64. <div id="nav-sync" class="sync"></div>
  65. </div>
  66. </div>
  67. <div id="splitbar" style="-moz-user-select:none;"
  68. class="ui-resizable-handle">
  69. </div>
  70. </div>
  71. <script type="text/javascript">
  72. /* @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&amp;dn=expat.txt MIT */
  73. $(document).ready(function(){initNavTree('namespace_layer.html',''); initResizable(); });
  74. /* @license-end */
  75. </script>
  76. <div id="doc-content">
  77. <!-- window showing the filter options -->
  78. <div id="MSearchSelectWindow"
  79. onmouseover="return searchBox.OnSearchSelectShow()"
  80. onmouseout="return searchBox.OnSearchSelectHide()"
  81. onkeydown="return searchBox.OnSearchSelectKey(event)">
  82. </div>
  83. <!-- iframe showing the search results (closed by default) -->
  84. <div id="MSearchResultsWindow">
  85. <iframe src="javascript:void(0)" frameborder="0"
  86. name="MSearchResults" id="MSearchResults">
  87. </iframe>
  88. </div>
  89. <div class="header">
  90. <div class="summary">
  91. <a href="#nested-classes">Classes</a> &#124;
  92. <a href="#enum-members">Enumerations</a> &#124;
  93. <a href="#func-members">Functions</a> </div>
  94. <div class="headertitle"><div class="title">Layer Namespace Reference</div></div>
  95. </div><!--header-->
  96. <div class="contents">
  97. <table class="memberdecls">
  98. <tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="nested-classes" name="nested-classes"></a>
  99. Classes</h2></td></tr>
  100. <tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="class_layer_1_1_activation_layer.html">ActivationLayer</a></td></tr>
  101. <tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
  102. <tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="class_layer_1_1_convolution_layer.html">ConvolutionLayer</a></td></tr>
  103. <tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
  104. <tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="class_layer_1_1_full_connected_layer.html">FullConnectedLayer</a></td></tr>
  105. <tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
  106. <tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="class_layer_1_1_layer.html">Layer</a></td></tr>
  107. <tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
  108. <tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="class_layer_1_1_pooling.html">Pooling</a></td></tr>
  109. <tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
  110. </table><table class="memberdecls">
  111. <tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="enum-members" name="enum-members"></a>
  112. Enumerations</h2></td></tr>
  113. <tr class="memitem:a154fb338e15b0326915fb7f9c383ef9f"><td class="memItemLeft" align="right" valign="top">enum &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespace_layer.html#a154fb338e15b0326915fb7f9c383ef9f">ActivationMap</a> { <a class="el" href="namespace_layer.html#a154fb338e15b0326915fb7f9c383ef9fa467cf9e29d4001586b13a922da0dc34b">Sigmoid</a>
  114. }</td></tr>
  115. <tr class="separator:a154fb338e15b0326915fb7f9c383ef9f"><td class="memSeparator" colspan="2">&#160;</td></tr>
  116. </table><table class="memberdecls">
  117. <tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="func-members" name="func-members"></a>
  118. Functions</h2></td></tr>
  119. <tr class="memitem:a8bab25d92aa706e26d241614ff6fe81a"><td class="memTemplParams" colspan="2">template&lt;<a class="el" href="namespace_layer.html#a154fb338e15b0326915fb7f9c383ef9f">ActivationMap</a> A&gt; </td></tr>
  120. <tr class="memitem:a8bab25d92aa706e26d241614ff6fe81a"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="vector_8hpp.html#a4b04262b81aa7d31eb5d2f607e2a35de">Real</a>&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespace_layer.html#a8bab25d92aa706e26d241614ff6fe81a">activation_map</a> (<a class="el" href="vector_8hpp.html#a4b04262b81aa7d31eb5d2f607e2a35de">Real</a>)</td></tr>
  121. <tr class="separator:a8bab25d92aa706e26d241614ff6fe81a"><td class="memSeparator" colspan="2">&#160;</td></tr>
  122. <tr class="memitem:ab144999586187c1317641130a7b88013"><td class="memTemplParams" colspan="2">template&lt;<a class="el" href="namespace_layer.html#a154fb338e15b0326915fb7f9c383ef9f">ActivationMap</a> A&gt; </td></tr>
  123. <tr class="memitem:ab144999586187c1317641130a7b88013"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="vector_8hpp.html#a4b04262b81aa7d31eb5d2f607e2a35de">Real</a>&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespace_layer.html#ab144999586187c1317641130a7b88013">activation_diff_map</a> (<a class="el" href="vector_8hpp.html#a4b04262b81aa7d31eb5d2f607e2a35de">Real</a>)</td></tr>
  124. <tr class="separator:ab144999586187c1317641130a7b88013"><td class="memSeparator" colspan="2">&#160;</td></tr>
  125. <tr class="memitem:a1cc1cac69c2c7e23cd745cdaaa900265"><td class="memItemLeft" align="right" valign="top">template&lt;&gt; </td></tr>
  126. <tr class="memitem:a1cc1cac69c2c7e23cd745cdaaa900265"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="vector_8hpp.html#a4b04262b81aa7d31eb5d2f607e2a35de">Real</a>&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespace_layer.html#a1cc1cac69c2c7e23cd745cdaaa900265">activation_map&lt; Sigmoid &gt;</a> (<a class="el" href="vector_8hpp.html#a4b04262b81aa7d31eb5d2f607e2a35de">Real</a> x)</td></tr>
  127. <tr class="separator:a1cc1cac69c2c7e23cd745cdaaa900265"><td class="memSeparator" colspan="2">&#160;</td></tr>
  128. <tr class="memitem:a2a722f834e422b77ee155b2bd252c995"><td class="memItemLeft" align="right" valign="top">template&lt;&gt; </td></tr>
  129. <tr class="memitem:a2a722f834e422b77ee155b2bd252c995"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="vector_8hpp.html#a4b04262b81aa7d31eb5d2f607e2a35de">Real</a>&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespace_layer.html#a2a722f834e422b77ee155b2bd252c995">activation_diff_map&lt; Sigmoid &gt;</a> (<a class="el" href="vector_8hpp.html#a4b04262b81aa7d31eb5d2f607e2a35de">Real</a> x)</td></tr>
  130. <tr class="separator:a2a722f834e422b77ee155b2bd252c995"><td class="memSeparator" colspan="2">&#160;</td></tr>
  131. </table>
  132. <h2 class="groupheader">Enumeration Type Documentation</h2>
  133. <a id="a154fb338e15b0326915fb7f9c383ef9f" name="a154fb338e15b0326915fb7f9c383ef9f"></a>
  134. <h2 class="memtitle"><span class="permalink"><a href="#a154fb338e15b0326915fb7f9c383ef9f">&#9670;&nbsp;</a></span>ActivationMap</h2>
  135. <div class="memitem">
  136. <div class="memproto">
  137. <table class="memname">
  138. <tr>
  139. <td class="memname">enum <a class="el" href="namespace_layer.html#a154fb338e15b0326915fb7f9c383ef9f">Layer::ActivationMap</a></td>
  140. </tr>
  141. </table>
  142. </div><div class="memdoc">
  143. <p >Enumeration type for the different implemented actiovation map </p>
  144. <table class="fieldtable">
  145. <tr><th colspan="2">Enumerator</th></tr><tr><td class="fieldname"><a id="a154fb338e15b0326915fb7f9c383ef9fa467cf9e29d4001586b13a922da0dc34b" name="a154fb338e15b0326915fb7f9c383ef9fa467cf9e29d4001586b13a922da0dc34b"></a>Sigmoid&#160;</td><td class="fielddoc"><p >\(x\mapsto \frac{1}{1+e^{-x}}\) </p>
  146. </td></tr>
  147. </table>
  148. </div>
  149. </div>
  150. <h2 class="groupheader">Function Documentation</h2>
  151. <a id="ab144999586187c1317641130a7b88013" name="ab144999586187c1317641130a7b88013"></a>
  152. <h2 class="memtitle"><span class="permalink"><a href="#ab144999586187c1317641130a7b88013">&#9670;&nbsp;</a></span>activation_diff_map()</h2>
  153. <div class="memitem">
  154. <div class="memproto">
  155. <div class="memtemplate">
  156. template&lt;<a class="el" href="namespace_layer.html#a154fb338e15b0326915fb7f9c383ef9f">ActivationMap</a> A&gt; </div>
  157. <table class="memname">
  158. <tr>
  159. <td class="memname"><a class="el" href="vector_8hpp.html#a4b04262b81aa7d31eb5d2f607e2a35de">Real</a> Layer::activation_diff_map </td>
  160. <td>(</td>
  161. <td class="paramtype"><a class="el" href="vector_8hpp.html#a4b04262b81aa7d31eb5d2f607e2a35de">Real</a>&#160;</td>
  162. <td class="paramname"></td><td>)</td>
  163. <td></td>
  164. </tr>
  165. </table>
  166. </div><div class="memdoc">
  167. <p >Derivative of activation map. </p>
  168. </div>
  169. </div>
  170. <a id="a2a722f834e422b77ee155b2bd252c995" name="a2a722f834e422b77ee155b2bd252c995"></a>
  171. <h2 class="memtitle"><span class="permalink"><a href="#a2a722f834e422b77ee155b2bd252c995">&#9670;&nbsp;</a></span>activation_diff_map&lt; Sigmoid &gt;()</h2>
  172. <div class="memitem">
  173. <div class="memproto">
  174. <div class="memtemplate">
  175. template&lt;&gt; </div>
  176. <table class="mlabels">
  177. <tr>
  178. <td class="mlabels-left">
  179. <table class="memname">
  180. <tr>
  181. <td class="memname"><a class="el" href="vector_8hpp.html#a4b04262b81aa7d31eb5d2f607e2a35de">Real</a> <a class="el" href="namespace_layer.html#ab144999586187c1317641130a7b88013">Layer::activation_diff_map</a>&lt; <a class="el" href="namespace_layer.html#a154fb338e15b0326915fb7f9c383ef9fa467cf9e29d4001586b13a922da0dc34b">Sigmoid</a> &gt; </td>
  182. <td>(</td>
  183. <td class="paramtype"><a class="el" href="vector_8hpp.html#a4b04262b81aa7d31eb5d2f607e2a35de">Real</a>&#160;</td>
  184. <td class="paramname"><em>x</em></td><td>)</td>
  185. <td></td>
  186. </tr>
  187. </table>
  188. </td>
  189. <td class="mlabels-right">
  190. <span class="mlabels"><span class="mlabel">inline</span></span> </td>
  191. </tr>
  192. </table>
  193. </div><div class="memdoc">
  194. </div>
  195. </div>
  196. <a id="a8bab25d92aa706e26d241614ff6fe81a" name="a8bab25d92aa706e26d241614ff6fe81a"></a>
  197. <h2 class="memtitle"><span class="permalink"><a href="#a8bab25d92aa706e26d241614ff6fe81a">&#9670;&nbsp;</a></span>activation_map()</h2>
  198. <div class="memitem">
  199. <div class="memproto">
  200. <div class="memtemplate">
  201. template&lt;<a class="el" href="namespace_layer.html#a154fb338e15b0326915fb7f9c383ef9f">ActivationMap</a> A&gt; </div>
  202. <table class="memname">
  203. <tr>
  204. <td class="memname"><a class="el" href="vector_8hpp.html#a4b04262b81aa7d31eb5d2f607e2a35de">Real</a> Layer::activation_map </td>
  205. <td>(</td>
  206. <td class="paramtype"><a class="el" href="vector_8hpp.html#a4b04262b81aa7d31eb5d2f607e2a35de">Real</a>&#160;</td>
  207. <td class="paramname"></td><td>)</td>
  208. <td></td>
  209. </tr>
  210. </table>
  211. </div><div class="memdoc">
  212. <p >Activation map. </p>
  213. </div>
  214. </div>
  215. <a id="a1cc1cac69c2c7e23cd745cdaaa900265" name="a1cc1cac69c2c7e23cd745cdaaa900265"></a>
  216. <h2 class="memtitle"><span class="permalink"><a href="#a1cc1cac69c2c7e23cd745cdaaa900265">&#9670;&nbsp;</a></span>activation_map&lt; Sigmoid &gt;()</h2>
  217. <div class="memitem">
  218. <div class="memproto">
  219. <div class="memtemplate">
  220. template&lt;&gt; </div>
  221. <table class="mlabels">
  222. <tr>
  223. <td class="mlabels-left">
  224. <table class="memname">
  225. <tr>
  226. <td class="memname"><a class="el" href="vector_8hpp.html#a4b04262b81aa7d31eb5d2f607e2a35de">Real</a> <a class="el" href="namespace_layer.html#a8bab25d92aa706e26d241614ff6fe81a">Layer::activation_map</a>&lt; <a class="el" href="namespace_layer.html#a154fb338e15b0326915fb7f9c383ef9fa467cf9e29d4001586b13a922da0dc34b">Sigmoid</a> &gt; </td>
  227. <td>(</td>
  228. <td class="paramtype"><a class="el" href="vector_8hpp.html#a4b04262b81aa7d31eb5d2f607e2a35de">Real</a>&#160;</td>
  229. <td class="paramname"><em>x</em></td><td>)</td>
  230. <td></td>
  231. </tr>
  232. </table>
  233. </td>
  234. <td class="mlabels-right">
  235. <span class="mlabels"><span class="mlabel">inline</span></span> </td>
  236. </tr>
  237. </table>
  238. </div><div class="memdoc">
  239. </div>
  240. </div>
  241. </div><!-- contents -->
  242. </div><!-- doc-content -->
  243. <!-- start footer part -->
  244. <div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
  245. <ul>
  246. <li class="navelem"><a class="el" href="namespace_layer.html">Layer</a></li>
  247. <li class="footer">Generated by <a href="https://www.doxygen.org/index.html"><img class="footer" src="doxygen.svg" width="104" height="31" alt="doxygen"/></a> 1.9.3 </li>
  248. </ul>
  249. </div>
  250. </body>
  251. </html>