| <!-- HTML header for doxygen 1.8.9.1--> |
| <!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 1.8.11"/> |
| <meta name="robots" content="NOINDEX, NOFOLLOW" /> <!-- Prevent indexing by search engines --> |
| <title>Compute Library: src/core/CL/cl_kernels/activation_layer.cl File 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="navtree.css" rel="stylesheet" type="text/css"/> |
| <script type="text/javascript" src="resize.js"></script> |
| <script type="text/javascript" src="navtreedata.js"></script> |
| <script type="text/javascript" src="navtree.js"></script> |
| <script type="text/javascript"> |
| $(document).ready(initResizable); |
| $(window).load(resizeHeight); |
| </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> |
| <script type="text/javascript"> |
| $(document).ready(function() { init_search(); }); |
| </script> |
| <script type="text/x-mathjax-config"> |
| MathJax.Hub.Config({ |
| extensions: ["tex2jax.js"], |
| jax: ["input/TeX","output/HTML-CSS"], |
| }); |
| </script><script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.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 style="padding-left: 0.5em;"> |
| <div id="projectname">Compute Library |
|  <span id="projectnumber">18.08</span> |
| </div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </div> |
| <!-- end header part --> |
| <!-- Generated by Doxygen 1.8.11 --> |
| <script type="text/javascript"> |
| var searchBox = new SearchBox("searchBox", "search",false,'Search'); |
| </script> |
| <div id="navrow1" class="tabs"> |
| <ul class="tablist"> |
| <li><a href="index.xhtml"><span>Main Page</span></a></li> |
| <li><a href="pages.xhtml"><span>Related Pages</span></a></li> |
| <li><a href="namespaces.xhtml"><span>Namespaces</span></a></li> |
| <li><a href="annotated.xhtml"><span>Data Structures</span></a></li> |
| <li class="current"><a href="files.xhtml"><span>Files</span></a></li> |
| <li> |
| <div id="MSearchBox" class="MSearchBoxInactive"> |
| <span class="left"> |
| <img id="MSearchSelect" src="search/mag_sel.png" |
| onmouseover="return searchBox.OnSearchSelectShow()" |
| onmouseout="return searchBox.OnSearchSelectHide()" |
| alt=""/> |
| <input type="text" id="MSearchField" value="Search" accesskey="S" |
| onfocus="searchBox.OnSearchFieldFocus(true)" |
| onblur="searchBox.OnSearchFieldFocus(false)" |
| onkeyup="searchBox.OnSearchFieldChange(event)"/> |
| </span><span class="right"> |
| <a id="MSearchClose" href="javascript:searchBox.CloseResultsWindow()"><img id="MSearchCloseImg" border="0" src="search/close.png" alt=""/></a> |
| </span> |
| </div> |
| </li> |
| </ul> |
| </div> |
| <div id="navrow2" class="tabs2"> |
| <ul class="tablist"> |
| <li><a href="files.xhtml"><span>File List</span></a></li> |
| <li><a href="globals.xhtml"><span>Globals</span></a></li> |
| </ul> |
| </div> |
| </div><!-- top --> |
| <div id="side-nav" class="ui-resizable side-nav-resizable"> |
| <div id="nav-tree"> |
| <div id="nav-tree-contents"> |
| <div id="nav-sync" class="sync"></div> |
| </div> |
| </div> |
| <div id="splitbar" style="-moz-user-select:none;" |
| class="ui-resizable-handle"> |
| </div> |
| </div> |
| <script type="text/javascript"> |
| $(document).ready(function(){initNavTree('activation__layer_8cl.xhtml','');}); |
| </script> |
| <div id="doc-content"> |
| <!-- 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 class="header"> |
| <div class="summary"> |
| <a href="#define-members">Macros</a> | |
| <a href="#func-members">Functions</a> </div> |
| <div class="headertitle"> |
| <div class="title">activation_layer.cl File Reference</div> </div> |
| </div><!--header--> |
| <div class="contents"> |
| <div class="textblock"><code>#include "<a class="el" href="helpers_8h_source.xhtml">helpers.h</a>"</code><br /> |
| </div> |
| <p><a href="activation__layer_8cl_source.xhtml">Go to the source code of this file.</a></p> |
| <table class="memberdecls"> |
| <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="define-members"></a> |
| Macros</h2></td></tr> |
| <tr class="memitem:a5a392548f2df67370cb15d2a5d75cd7b"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a>   <a class="el" href="helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, VEC_SIZE)</td></tr> |
| <tr class="separator:a5a392548f2df67370cb15d2a5d75cd7b"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a3a04e05afb970ee504363afb46c7fa32"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#a3a04e05afb970ee504363afb46c7fa32">CONST_ONE</a>   1.f</td></tr> |
| <tr class="separator:a3a04e05afb970ee504363afb46c7fa32"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a978f1506e23a332b840745ec64a7e855"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#a978f1506e23a332b840745ec64a7e855">ABS_OP</a>(a)   fabs((a))</td></tr> |
| <tr class="separator:a978f1506e23a332b840745ec64a7e855"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:aebbeb1f22eca3a3f4c3e019e8f419f39"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#aebbeb1f22eca3a3f4c3e019e8f419f39">ADD_OP</a>(a, b)   ((a) + (b))</td></tr> |
| <tr class="separator:aebbeb1f22eca3a3f4c3e019e8f419f39"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:ad778425e4131c4731f17d7e6e3499a07"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#ad778425e4131c4731f17d7e6e3499a07">SUB_OP</a>(a, b)   ((a) - (b))</td></tr> |
| <tr class="separator:ad778425e4131c4731f17d7e6e3499a07"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:ad3cc858846806e6b1d3694b9d0a2e6da"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#ad3cc858846806e6b1d3694b9d0a2e6da">MUL_OP</a>(a, b)   ((a) * (b))</td></tr> |
| <tr class="separator:ad3cc858846806e6b1d3694b9d0a2e6da"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:aea31318eaadfd5e99c6a841a63d98246"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#aea31318eaadfd5e99c6a841a63d98246">MLA_OP</a>(a, b, c)   ((b) * (c) + (a))</td></tr> |
| <tr class="separator:aea31318eaadfd5e99c6a841a63d98246"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a59d29af688da2590946e966789041856"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#a59d29af688da2590946e966789041856">DIV_OP</a>(a, b)   ((a) / (b))</td></tr> |
| <tr class="separator:a59d29af688da2590946e966789041856"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:abbb9b09cf7ef5835661605d07f4b7a1d"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#abbb9b09cf7ef5835661605d07f4b7a1d">EXP_OP</a>(a)   exp((a))</td></tr> |
| <tr class="separator:abbb9b09cf7ef5835661605d07f4b7a1d"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a27baf326640fa99f2d9fb6c212e93765"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#a27baf326640fa99f2d9fb6c212e93765">LOG_OP</a>(a)   log((a))</td></tr> |
| <tr class="separator:a27baf326640fa99f2d9fb6c212e93765"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a44f1faa643e617fab359e647d6df8efd"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#a44f1faa643e617fab359e647d6df8efd">SQRT_OP</a>(a)   sqrt((a))</td></tr> |
| <tr class="separator:a44f1faa643e617fab359e647d6df8efd"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:ae8e589b942df134846634fc08b969f94"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#ae8e589b942df134846634fc08b969f94">TANH_OP</a>(a)   tanh((a))</td></tr> |
| <tr class="separator:ae8e589b942df134846634fc08b969f94"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:ab13ec269b92f52bb2f1f6dcf12956704"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#ab13ec269b92f52bb2f1f6dcf12956704">ACTIVATION_OP2</a>(op, x)   op##_op(x)</td></tr> |
| <tr class="separator:ab13ec269b92f52bb2f1f6dcf12956704"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a5a310089a4e6b6de57a075a9bd4ced82"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#a5a310089a4e6b6de57a075a9bd4ced82">ACTIVATION_OP</a>(op, x)   <a class="el" href="activation__layer__qa8_8cl.xhtml#ab13ec269b92f52bb2f1f6dcf12956704">ACTIVATION_OP2</a>(op, x)</td></tr> |
| <tr class="separator:a5a310089a4e6b6de57a075a9bd4ced82"><td class="memSeparator" colspan="2"> </td></tr> |
| </table><table class="memberdecls"> |
| <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="func-members"></a> |
| Functions</h2></td></tr> |
| <tr class="memitem:a7c4dbd924da062c3dc248dcc4993884e"><td class="memItemLeft" align="right" valign="top">DATA_TYPEVEC_SIZE </td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#a7c4dbd924da062c3dc248dcc4993884e">logistic_op</a> (DATA_TYPEVEC_SIZE x)</td></tr> |
| <tr class="separator:a7c4dbd924da062c3dc248dcc4993884e"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:afd256b3350090464ec6a764891e03fe0"><td class="memItemLeft" align="right" valign="top">DATA_TYPEVEC_SIZE </td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#afd256b3350090464ec6a764891e03fe0">tanh_op</a> (DATA_TYPEVEC_SIZE x)</td></tr> |
| <tr class="separator:afd256b3350090464ec6a764891e03fe0"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a75e592782269093560081144973b1227"><td class="memItemLeft" align="right" valign="top">DATA_TYPEVEC_SIZE </td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#a75e592782269093560081144973b1227">relu_op</a> (DATA_TYPEVEC_SIZE x)</td></tr> |
| <tr class="separator:a75e592782269093560081144973b1227"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:aceaec5c948eb4a004fad33f4c769882a"><td class="memItemLeft" align="right" valign="top">DATA_TYPEVEC_SIZE </td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#aceaec5c948eb4a004fad33f4c769882a">brelu_op</a> (DATA_TYPEVEC_SIZE x)</td></tr> |
| <tr class="separator:aceaec5c948eb4a004fad33f4c769882a"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a979d1d0d0b9b9595f467d94b1c22faea"><td class="memItemLeft" align="right" valign="top">DATA_TYPEVEC_SIZE </td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#a979d1d0d0b9b9595f467d94b1c22faea">lu_brelu_op</a> (DATA_TYPEVEC_SIZE x)</td></tr> |
| <tr class="separator:a979d1d0d0b9b9595f467d94b1c22faea"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a067fc4f955fe2f0ea21900c0a3772d5e"><td class="memItemLeft" align="right" valign="top">DATA_TYPEVEC_SIZE </td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#a067fc4f955fe2f0ea21900c0a3772d5e">lrelu_op</a> (DATA_TYPEVEC_SIZE x)</td></tr> |
| <tr class="separator:a067fc4f955fe2f0ea21900c0a3772d5e"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:af906a313c9c945e03c18f7abf8f53e89"><td class="memItemLeft" align="right" valign="top">DATA_TYPEVEC_SIZE </td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#af906a313c9c945e03c18f7abf8f53e89">srelu_op</a> (DATA_TYPEVEC_SIZE x)</td></tr> |
| <tr class="separator:af906a313c9c945e03c18f7abf8f53e89"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a9662f169f7eeb73c3a835eea59c1e222"><td class="memItemLeft" align="right" valign="top">DATA_TYPEVEC_SIZE </td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#a9662f169f7eeb73c3a835eea59c1e222">abs_op</a> (DATA_TYPEVEC_SIZE x)</td></tr> |
| <tr class="separator:a9662f169f7eeb73c3a835eea59c1e222"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a3ee9790a5feb18c791e7f921fc83a76f"><td class="memItemLeft" align="right" valign="top">DATA_TYPEVEC_SIZE </td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#a3ee9790a5feb18c791e7f921fc83a76f">square_op</a> (DATA_TYPEVEC_SIZE x)</td></tr> |
| <tr class="separator:a3ee9790a5feb18c791e7f921fc83a76f"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:ac6da2650b8dfad9553a22c0ded1d7bc8"><td class="memItemLeft" align="right" valign="top">DATA_TYPEVEC_SIZE </td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#ac6da2650b8dfad9553a22c0ded1d7bc8">sqrt_op</a> (DATA_TYPEVEC_SIZE x)</td></tr> |
| <tr class="separator:ac6da2650b8dfad9553a22c0ded1d7bc8"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a75fd6a1c539ef6ab44e460be072fcc6b"><td class="memItemLeft" align="right" valign="top">DATA_TYPEVEC_SIZE </td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#a75fd6a1c539ef6ab44e460be072fcc6b">linear_op</a> (DATA_TYPEVEC_SIZE x)</td></tr> |
| <tr class="separator:a75fd6a1c539ef6ab44e460be072fcc6b"><td class="memSeparator" colspan="2"> </td></tr> |
| </table> |
| <h2 class="groupheader">Macro Definition Documentation</h2> |
| <a class="anchor" id="a978f1506e23a332b840745ec64a7e855"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">#define ABS_OP</td> |
| <td>(</td> |
| <td class="paramtype"> </td> |
| <td class="paramname">a</td><td>)</td> |
| <td>   fabs((a))</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00029">29</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p> |
| |
| <p>Referenced by <a class="el" href="activation__layer_8cl_source.xhtml#l00076">abs_op()</a>.</p> |
| |
| </div> |
| </div> |
| <a class="anchor" id="a5a310089a4e6b6de57a075a9bd4ced82"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">#define ACTIVATION_OP</td> |
| <td>(</td> |
| <td class="paramtype"> </td> |
| <td class="paramname">op, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype"> </td> |
| <td class="paramname">x </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td>   <a class="el" href="activation__layer__qa8_8cl.xhtml#ab13ec269b92f52bb2f1f6dcf12956704">ACTIVATION_OP2</a>(op, x)</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00097">97</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p> |
| |
| </div> |
| </div> |
| <a class="anchor" id="ab13ec269b92f52bb2f1f6dcf12956704"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">#define ACTIVATION_OP2</td> |
| <td>(</td> |
| <td class="paramtype"> </td> |
| <td class="paramname">op, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype"> </td> |
| <td class="paramname">x </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td>   op##_op(x)</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00096">96</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p> |
| |
| </div> |
| </div> |
| <a class="anchor" id="aebbeb1f22eca3a3f4c3e019e8f419f39"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">#define ADD_OP</td> |
| <td>(</td> |
| <td class="paramtype"> </td> |
| <td class="paramname">a, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype"> </td> |
| <td class="paramname">b </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td>   ((a) + (b))</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00030">30</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p> |
| |
| <p>Referenced by <a class="el" href="activation__layer_8cl_source.xhtml#l00041">logistic_op()</a>, and <a class="el" href="activation__layer_8cl_source.xhtml#l00071">srelu_op()</a>.</p> |
| |
| </div> |
| </div> |
| <a class="anchor" id="a3a04e05afb970ee504363afb46c7fa32"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">#define CONST_ONE   1.f</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00028">28</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p> |
| |
| <p>Referenced by <a class="el" href="activation__layer_8cl_source.xhtml#l00041">logistic_op()</a>, and <a class="el" href="activation__layer_8cl_source.xhtml#l00071">srelu_op()</a>.</p> |
| |
| </div> |
| </div> |
| <a class="anchor" id="a59d29af688da2590946e966789041856"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">#define DIV_OP</td> |
| <td>(</td> |
| <td class="paramtype"> </td> |
| <td class="paramname">a, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype"> </td> |
| <td class="paramname">b </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td>   ((a) / (b))</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00034">34</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p> |
| |
| <p>Referenced by <a class="el" href="activation__layer_8cl_source.xhtml#l00041">logistic_op()</a>.</p> |
| |
| </div> |
| </div> |
| <a class="anchor" id="abbb9b09cf7ef5835661605d07f4b7a1d"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">#define EXP_OP</td> |
| <td>(</td> |
| <td class="paramtype"> </td> |
| <td class="paramname">a</td><td>)</td> |
| <td>   exp((a))</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00035">35</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p> |
| |
| <p>Referenced by <a class="el" href="activation__layer_8cl_source.xhtml#l00041">logistic_op()</a>, and <a class="el" href="activation__layer_8cl_source.xhtml#l00071">srelu_op()</a>.</p> |
| |
| </div> |
| </div> |
| <a class="anchor" id="a27baf326640fa99f2d9fb6c212e93765"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">#define LOG_OP</td> |
| <td>(</td> |
| <td class="paramtype"> </td> |
| <td class="paramname">a</td><td>)</td> |
| <td>   log((a))</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00036">36</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p> |
| |
| <p>Referenced by <a class="el" href="activation__layer_8cl_source.xhtml#l00071">srelu_op()</a>.</p> |
| |
| </div> |
| </div> |
| <a class="anchor" id="aea31318eaadfd5e99c6a841a63d98246"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">#define MLA_OP</td> |
| <td>(</td> |
| <td class="paramtype"> </td> |
| <td class="paramname">a, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype"> </td> |
| <td class="paramname">b, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype"> </td> |
| <td class="paramname">c </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td>   ((b) * (c) + (a))</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00033">33</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p> |
| |
| <p>Referenced by <a class="el" href="activation__layer_8cl_source.xhtml#l00091">linear_op()</a>.</p> |
| |
| </div> |
| </div> |
| <a class="anchor" id="ad3cc858846806e6b1d3694b9d0a2e6da"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">#define MUL_OP</td> |
| <td>(</td> |
| <td class="paramtype"> </td> |
| <td class="paramname">a, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype"> </td> |
| <td class="paramname">b </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td>   ((a) * (b))</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00032">32</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p> |
| |
| <p>Referenced by <a class="el" href="activation__layer_8cl_source.xhtml#l00066">lrelu_op()</a>, <a class="el" href="activation__layer_8cl_source.xhtml#l00081">square_op()</a>, and <a class="el" href="activation__layer_8cl_source.xhtml#l00046">tanh_op()</a>.</p> |
| |
| </div> |
| </div> |
| <a class="anchor" id="a44f1faa643e617fab359e647d6df8efd"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">#define SQRT_OP</td> |
| <td>(</td> |
| <td class="paramtype"> </td> |
| <td class="paramname">a</td><td>)</td> |
| <td>   sqrt((a))</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00037">37</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p> |
| |
| <p>Referenced by <a class="el" href="activation__layer_8cl_source.xhtml#l00086">sqrt_op()</a>.</p> |
| |
| </div> |
| </div> |
| <a class="anchor" id="ad778425e4131c4731f17d7e6e3499a07"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">#define SUB_OP</td> |
| <td>(</td> |
| <td class="paramtype"> </td> |
| <td class="paramname">a, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype"> </td> |
| <td class="paramname">b </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td>   ((a) - (b))</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00031">31</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p> |
| |
| </div> |
| </div> |
| <a class="anchor" id="ae8e589b942df134846634fc08b969f94"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">#define TANH_OP</td> |
| <td>(</td> |
| <td class="paramtype"> </td> |
| <td class="paramname">a</td><td>)</td> |
| <td>   tanh((a))</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00038">38</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p> |
| |
| <p>Referenced by <a class="el" href="activation__layer_8cl_source.xhtml#l00046">tanh_op()</a>.</p> |
| |
| </div> |
| </div> |
| <a class="anchor" id="a5a392548f2df67370cb15d2a5d75cd7b"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">#define TYPE   <a class="el" href="helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<a class="el" href="convolution9x9_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, VEC_SIZE)</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00026">26</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p> |
| |
| <p>Referenced by <a class="el" href="activation__layer_8cl_source.xhtml#l00056">brelu_op()</a>, <a class="el" href="activation__layer_8cl_source.xhtml#l00091">linear_op()</a>, <a class="el" href="activation__layer_8cl_source.xhtml#l00041">logistic_op()</a>, <a class="el" href="activation__layer_8cl_source.xhtml#l00066">lrelu_op()</a>, <a class="el" href="activation__layer_8cl_source.xhtml#l00061">lu_brelu_op()</a>, <a class="el" href="activation__layer_8cl_source.xhtml#l00071">srelu_op()</a>, and <a class="el" href="activation__layer_8cl_source.xhtml#l00046">tanh_op()</a>.</p> |
| |
| </div> |
| </div> |
| <h2 class="groupheader">Function Documentation</h2> |
| <a class="anchor" id="a9662f169f7eeb73c3a835eea59c1e222"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="mlabels"> |
| <tr> |
| <td class="mlabels-left"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">DATA_TYPEVEC_SIZE abs_op </td> |
| <td>(</td> |
| <td class="paramtype">DATA_TYPEVEC_SIZE </td> |
| <td class="paramname"><em>x</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>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00076">76</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p> |
| |
| <p>References <a class="el" href="activation__layer_8cl_source.xhtml#l00029">ABS_OP</a>.</p> |
| <div class="fragment"><div class="line"><a name="l00077"></a><span class="lineno"> 77</span> {</div><div class="line"><a name="l00078"></a><span class="lineno"> 78</span>  <span class="keywordflow">return</span> <a class="code" href="activation__layer_8cl.xhtml#a978f1506e23a332b840745ec64a7e855">ABS_OP</a>(x);</div><div class="line"><a name="l00079"></a><span class="lineno"> 79</span> }</div><div class="ttc" id="activation__layer_8cl_xhtml_a978f1506e23a332b840745ec64a7e855"><div class="ttname"><a href="activation__layer_8cl.xhtml#a978f1506e23a332b840745ec64a7e855">ABS_OP</a></div><div class="ttdeci">#define ABS_OP(a)</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00029">activation_layer.cl:29</a></div></div> |
| </div><!-- fragment --> |
| </div> |
| </div> |
| <a class="anchor" id="aceaec5c948eb4a004fad33f4c769882a"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="mlabels"> |
| <tr> |
| <td class="mlabels-left"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">DATA_TYPEVEC_SIZE brelu_op </td> |
| <td>(</td> |
| <td class="paramtype">DATA_TYPEVEC_SIZE </td> |
| <td class="paramname"><em>x</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>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00056">56</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p> |
| |
| <p>References <a class="el" href="activation__layer_8cl_source.xhtml#l00026">TYPE</a>.</p> |
| <div class="fragment"><div class="line"><a name="l00057"></a><span class="lineno"> 57</span> {</div><div class="line"><a name="l00058"></a><span class="lineno"> 58</span>  <span class="keywordflow">return</span> min((<a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a>)A_VAL, max(0, x));</div><div class="line"><a name="l00059"></a><span class="lineno"> 59</span> }</div><div class="ttc" id="activation__layer_8cl_xhtml_a5a392548f2df67370cb15d2a5d75cd7b"><div class="ttname"><a href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a></div><div class="ttdeci">#define TYPE</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00026">activation_layer.cl:26</a></div></div> |
| </div><!-- fragment --> |
| </div> |
| </div> |
| <a class="anchor" id="a75fd6a1c539ef6ab44e460be072fcc6b"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="mlabels"> |
| <tr> |
| <td class="mlabels-left"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">DATA_TYPEVEC_SIZE linear_op </td> |
| <td>(</td> |
| <td class="paramtype">DATA_TYPEVEC_SIZE </td> |
| <td class="paramname"><em>x</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>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00091">91</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p> |
| |
| <p>References <a class="el" href="activation__layer_8cl_source.xhtml#l00033">MLA_OP</a>, and <a class="el" href="activation__layer_8cl_source.xhtml#l00026">TYPE</a>.</p> |
| <div class="fragment"><div class="line"><a name="l00092"></a><span class="lineno"> 92</span> {</div><div class="line"><a name="l00093"></a><span class="lineno"> 93</span>  <span class="keywordflow">return</span> <a class="code" href="activation__layer_8cl.xhtml#aea31318eaadfd5e99c6a841a63d98246">MLA_OP</a>((<a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a>)B_VAL, (<a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a>)A_VAL, x);</div><div class="line"><a name="l00094"></a><span class="lineno"> 94</span> }</div><div class="ttc" id="activation__layer_8cl_xhtml_a5a392548f2df67370cb15d2a5d75cd7b"><div class="ttname"><a href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a></div><div class="ttdeci">#define TYPE</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00026">activation_layer.cl:26</a></div></div> |
| <div class="ttc" id="activation__layer_8cl_xhtml_aea31318eaadfd5e99c6a841a63d98246"><div class="ttname"><a href="activation__layer_8cl.xhtml#aea31318eaadfd5e99c6a841a63d98246">MLA_OP</a></div><div class="ttdeci">#define MLA_OP(a, b, c)</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00033">activation_layer.cl:33</a></div></div> |
| </div><!-- fragment --> |
| </div> |
| </div> |
| <a class="anchor" id="a7c4dbd924da062c3dc248dcc4993884e"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="mlabels"> |
| <tr> |
| <td class="mlabels-left"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">DATA_TYPEVEC_SIZE logistic_op </td> |
| <td>(</td> |
| <td class="paramtype">DATA_TYPEVEC_SIZE </td> |
| <td class="paramname"><em>x</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>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00041">41</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p> |
| |
| <p>References <a class="el" href="activation__layer_8cl_source.xhtml#l00030">ADD_OP</a>, <a class="el" href="activation__layer_8cl_source.xhtml#l00028">CONST_ONE</a>, <a class="el" href="activation__layer_8cl_source.xhtml#l00034">DIV_OP</a>, <a class="el" href="activation__layer_8cl_source.xhtml#l00035">EXP_OP</a>, and <a class="el" href="activation__layer_8cl_source.xhtml#l00026">TYPE</a>.</p> |
| <div class="fragment"><div class="line"><a name="l00042"></a><span class="lineno"> 42</span> {</div><div class="line"><a name="l00043"></a><span class="lineno"> 43</span>  <span class="keywordflow">return</span> <a class="code" href="activation__layer_8cl.xhtml#a59d29af688da2590946e966789041856">DIV_OP</a>((<a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a>)<a class="code" href="activation__layer_8cl.xhtml#a3a04e05afb970ee504363afb46c7fa32">CONST_ONE</a>, <a class="code" href="activation__layer_8cl.xhtml#aebbeb1f22eca3a3f4c3e019e8f419f39">ADD_OP</a>((<a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a>)CONST_ONE, <a class="code" href="activation__layer_8cl.xhtml#abbb9b09cf7ef5835661605d07f4b7a1d">EXP_OP</a>(-x)));</div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span> }</div><div class="ttc" id="activation__layer_8cl_xhtml_a5a392548f2df67370cb15d2a5d75cd7b"><div class="ttname"><a href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a></div><div class="ttdeci">#define TYPE</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00026">activation_layer.cl:26</a></div></div> |
| <div class="ttc" id="activation__layer_8cl_xhtml_aebbeb1f22eca3a3f4c3e019e8f419f39"><div class="ttname"><a href="activation__layer_8cl.xhtml#aebbeb1f22eca3a3f4c3e019e8f419f39">ADD_OP</a></div><div class="ttdeci">#define ADD_OP(a, b)</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00030">activation_layer.cl:30</a></div></div> |
| <div class="ttc" id="activation__layer_8cl_xhtml_abbb9b09cf7ef5835661605d07f4b7a1d"><div class="ttname"><a href="activation__layer_8cl.xhtml#abbb9b09cf7ef5835661605d07f4b7a1d">EXP_OP</a></div><div class="ttdeci">#define EXP_OP(a)</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00035">activation_layer.cl:35</a></div></div> |
| <div class="ttc" id="activation__layer_8cl_xhtml_a3a04e05afb970ee504363afb46c7fa32"><div class="ttname"><a href="activation__layer_8cl.xhtml#a3a04e05afb970ee504363afb46c7fa32">CONST_ONE</a></div><div class="ttdeci">#define CONST_ONE</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00028">activation_layer.cl:28</a></div></div> |
| <div class="ttc" id="activation__layer_8cl_xhtml_a59d29af688da2590946e966789041856"><div class="ttname"><a href="activation__layer_8cl.xhtml#a59d29af688da2590946e966789041856">DIV_OP</a></div><div class="ttdeci">#define DIV_OP(a, b)</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00034">activation_layer.cl:34</a></div></div> |
| </div><!-- fragment --> |
| </div> |
| </div> |
| <a class="anchor" id="a067fc4f955fe2f0ea21900c0a3772d5e"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="mlabels"> |
| <tr> |
| <td class="mlabels-left"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">DATA_TYPEVEC_SIZE lrelu_op </td> |
| <td>(</td> |
| <td class="paramtype">DATA_TYPEVEC_SIZE </td> |
| <td class="paramname"><em>x</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>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00066">66</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p> |
| |
| <p>References <a class="el" href="activation__layer_8cl_source.xhtml#l00032">MUL_OP</a>, and <a class="el" href="activation__layer_8cl_source.xhtml#l00026">TYPE</a>.</p> |
| <div class="fragment"><div class="line"><a name="l00067"></a><span class="lineno"> 67</span> {</div><div class="line"><a name="l00068"></a><span class="lineno"> 68</span>  <span class="keywordflow">return</span> select(<a class="code" href="activation__layer_8cl.xhtml#ad3cc858846806e6b1d3694b9d0a2e6da">MUL_OP</a>((<a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a>)A_VAL, x), x, x > (<a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a>)0);</div><div class="line"><a name="l00069"></a><span class="lineno"> 69</span> }</div><div class="ttc" id="activation__layer_8cl_xhtml_a5a392548f2df67370cb15d2a5d75cd7b"><div class="ttname"><a href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a></div><div class="ttdeci">#define TYPE</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00026">activation_layer.cl:26</a></div></div> |
| <div class="ttc" id="activation__layer_8cl_xhtml_ad3cc858846806e6b1d3694b9d0a2e6da"><div class="ttname"><a href="activation__layer_8cl.xhtml#ad3cc858846806e6b1d3694b9d0a2e6da">MUL_OP</a></div><div class="ttdeci">#define MUL_OP(a, b)</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00032">activation_layer.cl:32</a></div></div> |
| </div><!-- fragment --> |
| </div> |
| </div> |
| <a class="anchor" id="a979d1d0d0b9b9595f467d94b1c22faea"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="mlabels"> |
| <tr> |
| <td class="mlabels-left"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">DATA_TYPEVEC_SIZE lu_brelu_op </td> |
| <td>(</td> |
| <td class="paramtype">DATA_TYPEVEC_SIZE </td> |
| <td class="paramname"><em>x</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>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00061">61</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p> |
| |
| <p>References <a class="el" href="activation__layer_8cl_source.xhtml#l00026">TYPE</a>.</p> |
| <div class="fragment"><div class="line"><a name="l00062"></a><span class="lineno"> 62</span> {</div><div class="line"><a name="l00063"></a><span class="lineno"> 63</span>  <span class="keywordflow">return</span> min(max(x, (<a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a>)B_VAL), (<a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a>)A_VAL);</div><div class="line"><a name="l00064"></a><span class="lineno"> 64</span> }</div><div class="ttc" id="activation__layer_8cl_xhtml_a5a392548f2df67370cb15d2a5d75cd7b"><div class="ttname"><a href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a></div><div class="ttdeci">#define TYPE</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00026">activation_layer.cl:26</a></div></div> |
| </div><!-- fragment --> |
| </div> |
| </div> |
| <a class="anchor" id="a75e592782269093560081144973b1227"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="mlabels"> |
| <tr> |
| <td class="mlabels-left"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">DATA_TYPEVEC_SIZE relu_op </td> |
| <td>(</td> |
| <td class="paramtype">DATA_TYPEVEC_SIZE </td> |
| <td class="paramname"><em>x</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>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00051">51</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p> |
| <div class="fragment"><div class="line"><a name="l00052"></a><span class="lineno"> 52</span> {</div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span>  <span class="keywordflow">return</span> max(0, x);</div><div class="line"><a name="l00054"></a><span class="lineno"> 54</span> }</div></div><!-- fragment --> |
| </div> |
| </div> |
| <a class="anchor" id="ac6da2650b8dfad9553a22c0ded1d7bc8"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="mlabels"> |
| <tr> |
| <td class="mlabels-left"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">DATA_TYPEVEC_SIZE sqrt_op </td> |
| <td>(</td> |
| <td class="paramtype">DATA_TYPEVEC_SIZE </td> |
| <td class="paramname"><em>x</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>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00086">86</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p> |
| |
| <p>References <a class="el" href="activation__layer_8cl_source.xhtml#l00037">SQRT_OP</a>.</p> |
| <div class="fragment"><div class="line"><a name="l00087"></a><span class="lineno"> 87</span> {</div><div class="line"><a name="l00088"></a><span class="lineno"> 88</span>  <span class="keywordflow">return</span> <a class="code" href="activation__layer_8cl.xhtml#a44f1faa643e617fab359e647d6df8efd">SQRT_OP</a>(x);</div><div class="line"><a name="l00089"></a><span class="lineno"> 89</span> }</div><div class="ttc" id="activation__layer_8cl_xhtml_a44f1faa643e617fab359e647d6df8efd"><div class="ttname"><a href="activation__layer_8cl.xhtml#a44f1faa643e617fab359e647d6df8efd">SQRT_OP</a></div><div class="ttdeci">#define SQRT_OP(a)</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00037">activation_layer.cl:37</a></div></div> |
| </div><!-- fragment --> |
| </div> |
| </div> |
| <a class="anchor" id="a3ee9790a5feb18c791e7f921fc83a76f"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="mlabels"> |
| <tr> |
| <td class="mlabels-left"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">DATA_TYPEVEC_SIZE square_op </td> |
| <td>(</td> |
| <td class="paramtype">DATA_TYPEVEC_SIZE </td> |
| <td class="paramname"><em>x</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>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00081">81</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p> |
| |
| <p>References <a class="el" href="activation__layer_8cl_source.xhtml#l00032">MUL_OP</a>.</p> |
| <div class="fragment"><div class="line"><a name="l00082"></a><span class="lineno"> 82</span> {</div><div class="line"><a name="l00083"></a><span class="lineno"> 83</span>  <span class="keywordflow">return</span> <a class="code" href="activation__layer_8cl.xhtml#ad3cc858846806e6b1d3694b9d0a2e6da">MUL_OP</a>(x, x);</div><div class="line"><a name="l00084"></a><span class="lineno"> 84</span> }</div><div class="ttc" id="activation__layer_8cl_xhtml_ad3cc858846806e6b1d3694b9d0a2e6da"><div class="ttname"><a href="activation__layer_8cl.xhtml#ad3cc858846806e6b1d3694b9d0a2e6da">MUL_OP</a></div><div class="ttdeci">#define MUL_OP(a, b)</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00032">activation_layer.cl:32</a></div></div> |
| </div><!-- fragment --> |
| </div> |
| </div> |
| <a class="anchor" id="af906a313c9c945e03c18f7abf8f53e89"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="mlabels"> |
| <tr> |
| <td class="mlabels-left"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">DATA_TYPEVEC_SIZE srelu_op </td> |
| <td>(</td> |
| <td class="paramtype">DATA_TYPEVEC_SIZE </td> |
| <td class="paramname"><em>x</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>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00071">71</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p> |
| |
| <p>References <a class="el" href="activation__layer_8cl_source.xhtml#l00030">ADD_OP</a>, <a class="el" href="activation__layer_8cl_source.xhtml#l00028">CONST_ONE</a>, <a class="el" href="activation__layer_8cl_source.xhtml#l00035">EXP_OP</a>, <a class="el" href="activation__layer_8cl_source.xhtml#l00036">LOG_OP</a>, and <a class="el" href="activation__layer_8cl_source.xhtml#l00026">TYPE</a>.</p> |
| <div class="fragment"><div class="line"><a name="l00072"></a><span class="lineno"> 72</span> {</div><div class="line"><a name="l00073"></a><span class="lineno"> 73</span>  <span class="keywordflow">return</span> <a class="code" href="activation__layer_8cl.xhtml#a27baf326640fa99f2d9fb6c212e93765">LOG_OP</a>(<a class="code" href="activation__layer_8cl.xhtml#aebbeb1f22eca3a3f4c3e019e8f419f39">ADD_OP</a>((<a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a>)<a class="code" href="activation__layer_8cl.xhtml#a3a04e05afb970ee504363afb46c7fa32">CONST_ONE</a>, <a class="code" href="activation__layer_8cl.xhtml#abbb9b09cf7ef5835661605d07f4b7a1d">EXP_OP</a>(x)));</div><div class="line"><a name="l00074"></a><span class="lineno"> 74</span> }</div><div class="ttc" id="activation__layer_8cl_xhtml_a27baf326640fa99f2d9fb6c212e93765"><div class="ttname"><a href="activation__layer_8cl.xhtml#a27baf326640fa99f2d9fb6c212e93765">LOG_OP</a></div><div class="ttdeci">#define LOG_OP(a)</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00036">activation_layer.cl:36</a></div></div> |
| <div class="ttc" id="activation__layer_8cl_xhtml_a5a392548f2df67370cb15d2a5d75cd7b"><div class="ttname"><a href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a></div><div class="ttdeci">#define TYPE</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00026">activation_layer.cl:26</a></div></div> |
| <div class="ttc" id="activation__layer_8cl_xhtml_aebbeb1f22eca3a3f4c3e019e8f419f39"><div class="ttname"><a href="activation__layer_8cl.xhtml#aebbeb1f22eca3a3f4c3e019e8f419f39">ADD_OP</a></div><div class="ttdeci">#define ADD_OP(a, b)</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00030">activation_layer.cl:30</a></div></div> |
| <div class="ttc" id="activation__layer_8cl_xhtml_abbb9b09cf7ef5835661605d07f4b7a1d"><div class="ttname"><a href="activation__layer_8cl.xhtml#abbb9b09cf7ef5835661605d07f4b7a1d">EXP_OP</a></div><div class="ttdeci">#define EXP_OP(a)</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00035">activation_layer.cl:35</a></div></div> |
| <div class="ttc" id="activation__layer_8cl_xhtml_a3a04e05afb970ee504363afb46c7fa32"><div class="ttname"><a href="activation__layer_8cl.xhtml#a3a04e05afb970ee504363afb46c7fa32">CONST_ONE</a></div><div class="ttdeci">#define CONST_ONE</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00028">activation_layer.cl:28</a></div></div> |
| </div><!-- fragment --> |
| </div> |
| </div> |
| <a class="anchor" id="afd256b3350090464ec6a764891e03fe0"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="mlabels"> |
| <tr> |
| <td class="mlabels-left"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">DATA_TYPEVEC_SIZE tanh_op </td> |
| <td>(</td> |
| <td class="paramtype">DATA_TYPEVEC_SIZE </td> |
| <td class="paramname"><em>x</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>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00046">46</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p> |
| |
| <p>References <a class="el" href="activation__layer_8cl_source.xhtml#l00032">MUL_OP</a>, <a class="el" href="activation__layer_8cl_source.xhtml#l00038">TANH_OP</a>, and <a class="el" href="activation__layer_8cl_source.xhtml#l00026">TYPE</a>.</p> |
| <div class="fragment"><div class="line"><a name="l00047"></a><span class="lineno"> 47</span> {</div><div class="line"><a name="l00048"></a><span class="lineno"> 48</span>  <span class="keywordflow">return</span> <a class="code" href="activation__layer_8cl.xhtml#ad3cc858846806e6b1d3694b9d0a2e6da">MUL_OP</a>((<a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a>)A_VAL, <a class="code" href="activation__layer_8cl.xhtml#ae8e589b942df134846634fc08b969f94">TANH_OP</a>(<a class="code" href="activation__layer_8cl.xhtml#ad3cc858846806e6b1d3694b9d0a2e6da">MUL_OP</a>((<a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a>)B_VAL, x)));</div><div class="line"><a name="l00049"></a><span class="lineno"> 49</span> }</div><div class="ttc" id="activation__layer_8cl_xhtml_a5a392548f2df67370cb15d2a5d75cd7b"><div class="ttname"><a href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a></div><div class="ttdeci">#define TYPE</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00026">activation_layer.cl:26</a></div></div> |
| <div class="ttc" id="activation__layer_8cl_xhtml_ae8e589b942df134846634fc08b969f94"><div class="ttname"><a href="activation__layer_8cl.xhtml#ae8e589b942df134846634fc08b969f94">TANH_OP</a></div><div class="ttdeci">#define TANH_OP(a)</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00038">activation_layer.cl:38</a></div></div> |
| <div class="ttc" id="activation__layer_8cl_xhtml_ad3cc858846806e6b1d3694b9d0a2e6da"><div class="ttname"><a href="activation__layer_8cl.xhtml#ad3cc858846806e6b1d3694b9d0a2e6da">MUL_OP</a></div><div class="ttdeci">#define MUL_OP(a, b)</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00032">activation_layer.cl:32</a></div></div> |
| </div><!-- fragment --> |
| </div> |
| </div> |
| </div><!-- contents --> |
| </div><!-- doc-content --> |
| <!-- start footer part --> |
| <div id="nav-path" class="navpath"><!-- id is needed for treeview function! --> |
| <ul> |
| <li class="navelem"><a class="el" href="dir_68267d1309a1af8e8297ef4c3efbcdba.xhtml">src</a></li><li class="navelem"><a class="el" href="dir_aebb8dcc11953d78e620bbef0b9e2183.xhtml">core</a></li><li class="navelem"><a class="el" href="dir_8c278f79c760e5c5fbd911f9870614c1.xhtml">CL</a></li><li class="navelem"><a class="el" href="dir_25885286e9dad4fa105b7b25a8031bbf.xhtml">cl_kernels</a></li><li class="navelem"><a class="el" href="activation__layer_8cl.xhtml">activation_layer.cl</a></li> |
| <li class="footer">Generated on Wed Aug 29 2018 15:31:37 for Compute Library by |
| <a href="http://www.doxygen.org/index.html"> |
| <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.11 </li> |
| </ul> |
| </div> |
| </body> |
| </html> |
