Gitiles
Code Review Sign In
gerrit-public.fairphone.software / platform / external / ComputeLibrary / 8938bd3f40ea62ff56d6ed4e2db0a8aee34dd64a / . / documentation / activation__layer_8cl.xhtml
blob: 729e7ed73a5e9fece17e6f6a861f9cb88ddc89e3 [file] [log] [blame]
<!-- 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 1.8.6"/>
<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="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/search.js"></script>
<script type="text/javascript">
$(document).ready(function() { searchBox.OnSelectItem(0); });
</script>
<script type="text/x-mathjax-config">
MathJax.Hub.Config({
extensions: ["tex2jax.js"],
jax: ["input/TeX","output/HTML-CSS"],
});
</script><script 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
&#160;<span id="projectnumber">17.09</span>
</div>
</td>
</tr>
</tbody>
</table>
</div>
<!-- end header part -->
<!-- Generated by Doxygen 1.8.6 -->
<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&#160;Page</span></a></li>
<li><a href="pages.xhtml"><span>Related&#160;Pages</span></a></li>
<li><a href="namespaces.xhtml"><span>Namespaces</span></a></li>
<li><a href="annotated.xhtml"><span>Data&#160;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&#160;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)">
<a class="SelectItem" href="javascript:void(0)" onclick="searchBox.OnSelectItem(0)"><span class="SelectionMark">&#160;</span>All</a><a class="SelectItem" href="javascript:void(0)" onclick="searchBox.OnSelectItem(1)"><span class="SelectionMark">&#160;</span>Data Structures</a><a class="SelectItem" href="javascript:void(0)" onclick="searchBox.OnSelectItem(2)"><span class="SelectionMark">&#160;</span>Namespaces</a><a class="SelectItem" href="javascript:void(0)" onclick="searchBox.OnSelectItem(3)"><span class="SelectionMark">&#160;</span>Files</a><a class="SelectItem" href="javascript:void(0)" onclick="searchBox.OnSelectItem(4)"><span class="SelectionMark">&#160;</span>Functions</a><a class="SelectItem" href="javascript:void(0)" onclick="searchBox.OnSelectItem(5)"><span class="SelectionMark">&#160;</span>Variables</a><a class="SelectItem" href="javascript:void(0)" onclick="searchBox.OnSelectItem(6)"><span class="SelectionMark">&#160;</span>Typedefs</a><a class="SelectItem" href="javascript:void(0)" onclick="searchBox.OnSelectItem(7)"><span class="SelectionMark">&#160;</span>Enumerations</a><a class="SelectItem" href="javascript:void(0)" onclick="searchBox.OnSelectItem(8)"><span class="SelectionMark">&#160;</span>Enumerator</a><a class="SelectItem" href="javascript:void(0)" onclick="searchBox.OnSelectItem(9)"><span class="SelectionMark">&#160;</span>Friends</a><a class="SelectItem" href="javascript:void(0)" onclick="searchBox.OnSelectItem(10)"><span class="SelectionMark">&#160;</span>Macros</a><a class="SelectItem" href="javascript:void(0)" onclick="searchBox.OnSelectItem(11)"><span class="SelectionMark">&#160;</span>Pages</a></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> &#124;
<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 &quot;<a class="el" href="helpers_8h_source.xhtml">helpers.h</a>&quot;</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&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a>&#160;&#160;&#160;<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">&#160;</td></tr>
<tr class="memitem:a3a04e05afb970ee504363afb46c7fa32"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#a3a04e05afb970ee504363afb46c7fa32">CONST_ONE</a>&#160;&#160;&#160;1.f</td></tr>
<tr class="separator:a3a04e05afb970ee504363afb46c7fa32"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a978f1506e23a332b840745ec64a7e855"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#a978f1506e23a332b840745ec64a7e855">ABS_OP</a>(a)&#160;&#160;&#160;fabs((a))</td></tr>
<tr class="separator:a978f1506e23a332b840745ec64a7e855"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:aebbeb1f22eca3a3f4c3e019e8f419f39"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#aebbeb1f22eca3a3f4c3e019e8f419f39">ADD_OP</a>(a, b)&#160;&#160;&#160;((a) + (b))</td></tr>
<tr class="separator:aebbeb1f22eca3a3f4c3e019e8f419f39"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ad778425e4131c4731f17d7e6e3499a07"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#ad778425e4131c4731f17d7e6e3499a07">SUB_OP</a>(a, b)&#160;&#160;&#160;((a) - (b))</td></tr>
<tr class="separator:ad778425e4131c4731f17d7e6e3499a07"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ad3cc858846806e6b1d3694b9d0a2e6da"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#ad3cc858846806e6b1d3694b9d0a2e6da">MUL_OP</a>(a, b)&#160;&#160;&#160;((a) * (b))</td></tr>
<tr class="separator:ad3cc858846806e6b1d3694b9d0a2e6da"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:aea31318eaadfd5e99c6a841a63d98246"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#aea31318eaadfd5e99c6a841a63d98246">MLA_OP</a>(a, b, c)&#160;&#160;&#160;((b) * (c) + (a))</td></tr>
<tr class="separator:aea31318eaadfd5e99c6a841a63d98246"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a59d29af688da2590946e966789041856"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#a59d29af688da2590946e966789041856">DIV_OP</a>(a, b)&#160;&#160;&#160;((a) / (b))</td></tr>
<tr class="separator:a59d29af688da2590946e966789041856"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:abbb9b09cf7ef5835661605d07f4b7a1d"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#abbb9b09cf7ef5835661605d07f4b7a1d">EXP_OP</a>(a)&#160;&#160;&#160;exp((a))</td></tr>
<tr class="separator:abbb9b09cf7ef5835661605d07f4b7a1d"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a27baf326640fa99f2d9fb6c212e93765"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#a27baf326640fa99f2d9fb6c212e93765">LOG_OP</a>(a)&#160;&#160;&#160;log((a))</td></tr>
<tr class="separator:a27baf326640fa99f2d9fb6c212e93765"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a44f1faa643e617fab359e647d6df8efd"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#a44f1faa643e617fab359e647d6df8efd">SQRT_OP</a>(a)&#160;&#160;&#160;sqrt((a))</td></tr>
<tr class="separator:a44f1faa643e617fab359e647d6df8efd"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ae8e589b942df134846634fc08b969f94"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#ae8e589b942df134846634fc08b969f94">TANH_OP</a>(a)&#160;&#160;&#160;tanh((a))</td></tr>
<tr class="separator:ae8e589b942df134846634fc08b969f94"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ab13ec269b92f52bb2f1f6dcf12956704"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#ab13ec269b92f52bb2f1f6dcf12956704">ACTIVATION_OP2</a>(op, x)&#160;&#160;&#160;op##_op(x)</td></tr>
<tr class="separator:ab13ec269b92f52bb2f1f6dcf12956704"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a5a310089a4e6b6de57a075a9bd4ced82"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#a5a310089a4e6b6de57a075a9bd4ced82">ACTIVATION_OP</a>(op, x)&#160;&#160;&#160;<a class="el" href="activation__layer_8cl.xhtml#ab13ec269b92f52bb2f1f6dcf12956704">ACTIVATION_OP2</a>(op, x)</td></tr>
<tr class="separator:a5a310089a4e6b6de57a075a9bd4ced82"><td class="memSeparator" colspan="2">&#160;</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&#160;</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">&#160;</td></tr>
<tr class="memitem:afd256b3350090464ec6a764891e03fe0"><td class="memItemLeft" align="right" valign="top">DATA_TYPEVEC_SIZE&#160;</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">&#160;</td></tr>
<tr class="memitem:a75e592782269093560081144973b1227"><td class="memItemLeft" align="right" valign="top">DATA_TYPEVEC_SIZE&#160;</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">&#160;</td></tr>
<tr class="memitem:aceaec5c948eb4a004fad33f4c769882a"><td class="memItemLeft" align="right" valign="top">DATA_TYPEVEC_SIZE&#160;</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">&#160;</td></tr>
<tr class="memitem:a979d1d0d0b9b9595f467d94b1c22faea"><td class="memItemLeft" align="right" valign="top">DATA_TYPEVEC_SIZE&#160;</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">&#160;</td></tr>
<tr class="memitem:a067fc4f955fe2f0ea21900c0a3772d5e"><td class="memItemLeft" align="right" valign="top">DATA_TYPEVEC_SIZE&#160;</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">&#160;</td></tr>
<tr class="memitem:af906a313c9c945e03c18f7abf8f53e89"><td class="memItemLeft" align="right" valign="top">DATA_TYPEVEC_SIZE&#160;</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">&#160;</td></tr>
<tr class="memitem:a9662f169f7eeb73c3a835eea59c1e222"><td class="memItemLeft" align="right" valign="top">DATA_TYPEVEC_SIZE&#160;</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">&#160;</td></tr>
<tr class="memitem:a3ee9790a5feb18c791e7f921fc83a76f"><td class="memItemLeft" align="right" valign="top">DATA_TYPEVEC_SIZE&#160;</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">&#160;</td></tr>
<tr class="memitem:ac6da2650b8dfad9553a22c0ded1d7bc8"><td class="memItemLeft" align="right" valign="top">DATA_TYPEVEC_SIZE&#160;</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">&#160;</td></tr>
<tr class="memitem:a75fd6a1c539ef6ab44e460be072fcc6b"><td class="memItemLeft" align="right" valign="top">DATA_TYPEVEC_SIZE&#160;</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">&#160;</td></tr>
<tr class="memitem:a22355c125bcfe5bf82a7c5d4c422dc50"><td class="memItemLeft" align="right" valign="top">__kernel void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="activation__layer_8cl.xhtml#a22355c125bcfe5bf82a7c5d4c422dc50">activation_layer</a> (__global uchar *input_ptr, uint input_stride_x, uint input_step_x, uint input_stride_y, uint input_step_y, uint input_stride_z, uint input_step_z, uint input_offset_first_element_in_bytes, __global uchar *output_ptr, uint output_stride_x, uint output_step_x, uint output_stride_y, uint output_step_y, uint output_stride_z, uint output_step_z, uint output_offset_first_element_in_bytes)</td></tr>
<tr class="memdesc:a22355c125bcfe5bf82a7c5d4c422dc50"><td class="mdescLeft">&#160;</td><td class="mdescRight">This performs an activation function floating point inputs. <a href="#a22355c125bcfe5bf82a7c5d4c422dc50">More...</a><br/></td></tr>
<tr class="separator:a22355c125bcfe5bf82a7c5d4c422dc50"><td class="memSeparator" colspan="2">&#160;</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">&#160;</td>
<td class="paramname">a</td><td>)</td>
<td>&#160;&#160;&#160;fabs((a))</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>Referenced by <a class="el" href="activation__layer_8cl_source.xhtml#l00095">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">&#160;</td>
<td class="paramname">op, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">&#160;</td>
<td class="paramname">x&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td>&#160;&#160;&#160;<a class="el" href="activation__layer_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#l00116">116</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#l00145">activation_layer()</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">&#160;</td>
<td class="paramname">op, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">&#160;</td>
<td class="paramname">x&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td>&#160;&#160;&#160;op##_op(x)</td>
</tr>
</table>
</div><div class="memdoc">
<p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00115">115</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">&#160;</td>
<td class="paramname">a, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">&#160;</td>
<td class="paramname">b&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td>&#160;&#160;&#160;((a) + (b))</td>
</tr>
</table>
</div><div class="memdoc">
<p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00047">47</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#l00060">logistic_op()</a>, and <a class="el" href="activation__layer_8cl_source.xhtml#l00090">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&#160;&#160;&#160;1.f</td>
</tr>
</table>
</div><div class="memdoc">
<p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00045">45</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#l00060">logistic_op()</a>, and <a class="el" href="activation__layer_8cl_source.xhtml#l00090">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">&#160;</td>
<td class="paramname">a, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">&#160;</td>
<td class="paramname">b&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td>&#160;&#160;&#160;((a) / (b))</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>
<p>Referenced by <a class="el" href="activation__layer_8cl_source.xhtml#l00060">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">&#160;</td>
<td class="paramname">a</td><td>)</td>
<td>&#160;&#160;&#160;exp((a))</td>
</tr>
</table>
</div><div class="memdoc">
<p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00052">52</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#l00060">logistic_op()</a>, and <a class="el" href="activation__layer_8cl_source.xhtml#l00090">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">&#160;</td>
<td class="paramname">a</td><td>)</td>
<td>&#160;&#160;&#160;log((a))</td>
</tr>
</table>
</div><div class="memdoc">
<p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00053">53</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#l00090">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">&#160;</td>
<td class="paramname">a, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">&#160;</td>
<td class="paramname">b, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">&#160;</td>
<td class="paramname">c&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td>&#160;&#160;&#160;((b) * (c) + (a))</td>
</tr>
</table>
</div><div class="memdoc">
<p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00050">50</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#l00110">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">&#160;</td>
<td class="paramname">a, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">&#160;</td>
<td class="paramname">b&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td>&#160;&#160;&#160;((a) * (b))</td>
</tr>
</table>
</div><div class="memdoc">
<p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00049">49</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#l00085">lrelu_op()</a>, <a class="el" href="activation__layer_8cl_source.xhtml#l00100">square_op()</a>, and <a class="el" href="activation__layer_8cl_source.xhtml#l00065">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">&#160;</td>
<td class="paramname">a</td><td>)</td>
<td>&#160;&#160;&#160;sqrt((a))</td>
</tr>
</table>
</div><div class="memdoc">
<p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00054">54</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#l00105">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">&#160;</td>
<td class="paramname">a, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">&#160;</td>
<td class="paramname">b&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td>&#160;&#160;&#160;((a) - (b))</td>
</tr>
</table>
</div><div class="memdoc">
<p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00048">48</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">&#160;</td>
<td class="paramname">a</td><td>)</td>
<td>&#160;&#160;&#160;tanh((a))</td>
</tr>
</table>
</div><div class="memdoc">
<p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00055">55</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#l00065">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&#160;&#160;&#160;<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#l00145">activation_layer()</a>, <a class="el" href="activation__layer_8cl_source.xhtml#l00075">brelu_op()</a>, <a class="el" href="activation__layer_8cl_source.xhtml#l00110">linear_op()</a>, <a class="el" href="activation__layer_8cl_source.xhtml#l00060">logistic_op()</a>, <a class="el" href="activation__layer_8cl_source.xhtml#l00085">lrelu_op()</a>, <a class="el" href="activation__layer_8cl_source.xhtml#l00080">lu_brelu_op()</a>, <a class="el" href="activation__layer_8cl_source.xhtml#l00090">srelu_op()</a>, and <a class="el" href="activation__layer_8cl_source.xhtml#l00065">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&#160;</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#l00095">95</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#l00046">ABS_OP</a>.</p>
<div class="fragment"><div class="line"><a name="l00096"></a><span class="lineno"> 96</span>&#160;{</div>
<div class="line"><a name="l00097"></a><span class="lineno"> 97</span>&#160; <span class="keywordflow">return</span> <a class="code" href="activation__layer_8cl.xhtml#a978f1506e23a332b840745ec64a7e855">ABS_OP</a>(x);</div>
<div class="line"><a name="l00098"></a><span class="lineno"> 98</span>&#160;}</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#l00046">activation_layer.cl:46</a></div></div>
</div><!-- fragment -->
</div>
</div>
<a class="anchor" id="a22355c125bcfe5bf82a7c5d4c422dc50"></a>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">__kernel void activation_layer </td>
<td>(</td>
<td class="paramtype">__global uchar *&#160;</td>
<td class="paramname"><em>input_ptr</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">uint&#160;</td>
<td class="paramname"><em>input_stride_x</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">uint&#160;</td>
<td class="paramname"><em>input_step_x</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">uint&#160;</td>
<td class="paramname"><em>input_stride_y</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">uint&#160;</td>
<td class="paramname"><em>input_step_y</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">uint&#160;</td>
<td class="paramname"><em>input_stride_z</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">uint&#160;</td>
<td class="paramname"><em>input_step_z</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">uint&#160;</td>
<td class="paramname"><em>input_offset_first_element_in_bytes</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">__global uchar *&#160;</td>
<td class="paramname"><em>output_ptr</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">uint&#160;</td>
<td class="paramname"><em>output_stride_x</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">uint&#160;</td>
<td class="paramname"><em>output_step_x</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">uint&#160;</td>
<td class="paramname"><em>output_stride_y</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">uint&#160;</td>
<td class="paramname"><em>output_step_y</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">uint&#160;</td>
<td class="paramname"><em>output_stride_z</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">uint&#160;</td>
<td class="paramname"><em>output_step_z</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">uint&#160;</td>
<td class="paramname"><em>output_offset_first_element_in_bytes</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
<p>This performs an activation function floating point inputs. </p>
<dl class="section note"><dt>Note</dt><dd>In order to perform the activation function "in-place", the pre-processor -DIN_PLACE must be passed at compile time</dd>
<dd>
Datatype should be given as a preprocessor argument using -DDATA_TYPE=type. e.g. -DDATA_TYPE=short </dd>
<dd>
<a class="el" href="struct_vector.xhtml" title="Structure to hold Vector information. ">Vector</a> size should be given as a preprocessor argument using -DVEC_SIZE=size. e.g. -DVEC_SIZE=16 </dd>
<dd>
Activation function should be given as a preprocessor argument using -DACT=name. e.g. -DACT=TANH </dd>
<dd>
A, B variables required by some activation functions are set using -DA_VAL= and -DB_VAL= respectively. </dd>
<dd>
In case of fixed point calculations the fixed point position is passed using -DFIXED_POINT_POSITION=position. e.g. -DFIXED_POINT_POSITION=3.</dd></dl>
<dl class="params"><dt>Parameters</dt><dd>
<table class="params">
<tr><td class="paramdir">[in]</td><td class="paramname">input_ptr</td><td>Pointer to the source image. Supported data types: QS8/QS16/F16/F32 </td></tr>
<tr><td class="paramdir">[in]</td><td class="paramname">input_stride_x</td><td>Stride of the source image in X dimension (in bytes) </td></tr>
<tr><td class="paramdir">[in]</td><td class="paramname">input_step_x</td><td>input_stride_x * number of elements along X processed per workitem(in bytes) </td></tr>
<tr><td class="paramdir">[in]</td><td class="paramname">input_stride_y</td><td>Stride of the source image in Y dimension (in bytes) </td></tr>
<tr><td class="paramdir">[in]</td><td class="paramname">input_step_y</td><td>input_stride_y * number of elements along Y processed per workitem(in bytes) </td></tr>
<tr><td class="paramdir">[in]</td><td class="paramname">input_stride_z</td><td>Stride of the source tensor in Z dimension (in bytes) </td></tr>
<tr><td class="paramdir">[in]</td><td class="paramname">input_step_z</td><td>input_stride_z * number of elements along Z processed per workitem(in bytes) </td></tr>
<tr><td class="paramdir">[in]</td><td class="paramname">input_offset_first_element_in_bytes</td><td>The offset of the first element in the source image </td></tr>
<tr><td class="paramdir">[out]</td><td class="paramname">output_ptr</td><td>Pointer to the destination image. Supported data types: same as <code>input_ptr</code> </td></tr>
<tr><td class="paramdir">[in]</td><td class="paramname">output_stride_x</td><td>Stride of the destination image in X dimension (in bytes) </td></tr>
<tr><td class="paramdir">[in]</td><td class="paramname">output_step_x</td><td>output_stride_x * number of elements along X processed per workitem(in bytes) </td></tr>
<tr><td class="paramdir">[in]</td><td class="paramname">output_stride_y</td><td>Stride of the destination image in Y dimension (in bytes) </td></tr>
<tr><td class="paramdir">[in]</td><td class="paramname">output_step_y</td><td>output_stride_y * number of elements along Y processed per workitem(in bytes) </td></tr>
<tr><td class="paramdir">[in]</td><td class="paramname">output_stride_z</td><td>Stride of the source tensor in Z dimension (in bytes) </td></tr>
<tr><td class="paramdir">[in]</td><td class="paramname">output_step_z</td><td>output_stride_z * number of elements along Z processed per workitem(in bytes) </td></tr>
<tr><td class="paramdir">[in]</td><td class="paramname">output_offset_first_element_in_bytes</td><td>The offset of the first element in the destination image </td></tr>
</table>
</dd>
</dl>
<p>Definition at line <a class="el" href="activation__layer_8cl_source.xhtml#l00145">145</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#l00116">ACTIVATION_OP</a>, <a class="el" href="helpers_8h_source.xhtml#l00108">CONVERT_TO_TENSOR3D_STRUCT</a>, <a class="el" href="convolution3x3_8cl_source.xhtml#l00027">DATA_TYPE</a>, <a class="el" href="helpers_8h_source.xhtml#l00142">Tensor3D::ptr</a>, <a class="el" href="activation__layer_8cl_source.xhtml#l00026">TYPE</a>, <a class="el" href="helpers_8h_source.xhtml#l00034">VLOAD</a>, and <a class="el" href="helpers_8h_source.xhtml#l00037">VSTORE</a>.</p>
<div class="fragment"><div class="line"><a name="l00152"></a><span class="lineno"> 152</span>&#160;{</div>
<div class="line"><a name="l00153"></a><span class="lineno"> 153</span>&#160; <span class="comment">// Get pixels pointer</span></div>
<div class="line"><a name="l00154"></a><span class="lineno"> 154</span>&#160; <a class="code" href="struct_tensor3_d.xhtml">Tensor3D</a> input = <a class="code" href="helpers_8h.xhtml#a31c8c760f08fb1a331b16b7c204321dc">CONVERT_TO_TENSOR3D_STRUCT</a>(input);</div>
<div class="line"><a name="l00155"></a><span class="lineno"> 155</span>&#160;<span class="preprocessor">#ifdef IN_PLACE</span></div>
<div class="line"><a name="l00156"></a><span class="lineno"> 156</span>&#160;<span class="preprocessor"></span> <a class="code" href="struct_tensor3_d.xhtml">Tensor3D</a> output = input;</div>
<div class="line"><a name="l00157"></a><span class="lineno"> 157</span>&#160;<span class="preprocessor">#else </span><span class="comment">/* IN_PLACE */</span><span class="preprocessor"></span></div>
<div class="line"><a name="l00158"></a><span class="lineno"> 158</span>&#160;<span class="preprocessor"></span> <a class="code" href="struct_tensor3_d.xhtml">Tensor3D</a> output = <a class="code" href="helpers_8h.xhtml#a31c8c760f08fb1a331b16b7c204321dc">CONVERT_TO_TENSOR3D_STRUCT</a>(output);</div>
<div class="line"><a name="l00159"></a><span class="lineno"> 159</span>&#160;<span class="preprocessor">#endif </span><span class="comment">/* IN_PLACE */</span><span class="preprocessor"></span></div>
<div class="line"><a name="l00160"></a><span class="lineno"> 160</span>&#160;<span class="preprocessor"></span></div>
<div class="line"><a name="l00161"></a><span class="lineno"> 161</span>&#160; <span class="comment">// Load data</span></div>
<div class="line"><a name="l00162"></a><span class="lineno"> 162</span>&#160; <a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a> data = <a class="code" href="helpers_8h.xhtml#a287e2fc366c312b468382c95bb90f91f">VLOAD</a>(VEC_SIZE)(0, (__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)input.<a class="code" href="struct_tensor3_d.xhtml#acf52c23cbd7424606c10a606524e3e32">ptr</a>);</div>
<div class="line"><a name="l00163"></a><span class="lineno"> 163</span>&#160;</div>
<div class="line"><a name="l00164"></a><span class="lineno"> 164</span>&#160; <span class="comment">// Perform activation</span></div>
<div class="line"><a name="l00165"></a><span class="lineno"> 165</span>&#160; data = <a class="code" href="activation__layer_8cl.xhtml#a5a310089a4e6b6de57a075a9bd4ced82">ACTIVATION_OP</a>(ACT, data);</div>
<div class="line"><a name="l00166"></a><span class="lineno"> 166</span>&#160;</div>
<div class="line"><a name="l00167"></a><span class="lineno"> 167</span>&#160; <span class="comment">// Store result</span></div>
<div class="line"><a name="l00168"></a><span class="lineno"> 168</span>&#160; <a class="code" href="helpers_8h.xhtml#acb282042d1edeeaa3cc979a206f78b54">VSTORE</a>(VEC_SIZE)</div>
<div class="line"><a name="l00169"></a><span class="lineno"> 169</span>&#160; (data, 0, (__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)output.<a class="code" href="struct_tensor3_d.xhtml#acf52c23cbd7424606c10a606524e3e32">ptr</a>);</div>
<div class="line"><a name="l00170"></a><span class="lineno"> 170</span>&#160;}</div>
<div class="ttc" id="helpers_8h_xhtml_a287e2fc366c312b468382c95bb90f91f"><div class="ttname"><a href="helpers_8h.xhtml#a287e2fc366c312b468382c95bb90f91f">VLOAD</a></div><div class="ttdeci">#define VLOAD(size)</div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00034">helpers.h:34</a></div></div>
<div class="ttc" id="helpers_8h_xhtml_a31c8c760f08fb1a331b16b7c204321dc"><div class="ttname"><a href="helpers_8h.xhtml#a31c8c760f08fb1a331b16b7c204321dc">CONVERT_TO_TENSOR3D_STRUCT</a></div><div class="ttdeci">#define CONVERT_TO_TENSOR3D_STRUCT(name)</div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00108">helpers.h:108</a></div></div>
<div class="ttc" id="convolution3x3_8cl_xhtml_afb8c72ce35c4a1f4a2588d6573e54aa1"><div class="ttname"><a href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a></div><div class="ttdeci">#define DATA_TYPE</div><div class="ttdef"><b>Definition:</b> <a href="convolution3x3_8cl_source.xhtml#l00027">convolution3x3.cl:27</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="struct_tensor3_d_xhtml"><div class="ttname"><a href="struct_tensor3_d.xhtml">Tensor3D</a></div><div class="ttdoc">Structure to hold 3D tensor information. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00140">helpers.h:140</a></div></div>
<div class="ttc" id="helpers_8h_xhtml_acb282042d1edeeaa3cc979a206f78b54"><div class="ttname"><a href="helpers_8h.xhtml#acb282042d1edeeaa3cc979a206f78b54">VSTORE</a></div><div class="ttdeci">#define VSTORE(size)</div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00037">helpers.h:37</a></div></div>
<div class="ttc" id="activation__layer_8cl_xhtml_a5a310089a4e6b6de57a075a9bd4ced82"><div class="ttname"><a href="activation__layer_8cl.xhtml#a5a310089a4e6b6de57a075a9bd4ced82">ACTIVATION_OP</a></div><div class="ttdeci">#define ACTIVATION_OP(op, x)</div><div class="ttdef"><b>Definition:</b> <a href="activation__layer_8cl_source.xhtml#l00116">activation_layer.cl:116</a></div></div>
<div class="ttc" id="struct_tensor3_d_xhtml_acf52c23cbd7424606c10a606524e3e32"><div class="ttname"><a href="struct_tensor3_d.xhtml#acf52c23cbd7424606c10a606524e3e32">Tensor3D::ptr</a></div><div class="ttdeci">__global uchar * ptr</div><div class="ttdoc">Pointer to the starting postion of the buffer. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00142">helpers.h:142</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&#160;</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#l00075">75</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p>
<p>References <a class="el" href="tests_2validation_2_fixed_point_8h_source.xhtml#l00889">arm_compute::test::fixed_point_arithmetic::detail::max()</a>, <a class="el" href="tests_2validation_2_fixed_point_8h_source.xhtml#l00884">arm_compute::test::fixed_point_arithmetic::detail::min()</a>, and <a class="el" href="activation__layer_8cl_source.xhtml#l00026">TYPE</a>.</p>
<div class="fragment"><div class="line"><a name="l00076"></a><span class="lineno"> 76</span>&#160;{</div>
<div class="line"><a name="l00077"></a><span class="lineno"> 77</span>&#160; <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#aabcf39e3917f842dbc5fbb0d802f24d5">min</a>((<a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a>)A_VAL, <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ad91bb73431b4de1f4946ed949d444849">max</a>(0, x));</div>
<div class="line"><a name="l00078"></a><span class="lineno"> 78</span>&#160;}</div>
<div class="ttc" id="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail_xhtml_aabcf39e3917f842dbc5fbb0d802f24d5"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#aabcf39e3917f842dbc5fbb0d802f24d5">arm_compute::test::fixed_point_arithmetic::detail::min</a></div><div class="ttdeci">fixed_point&lt; T &gt; min(fixed_point&lt; T &gt; x, fixed_point&lt; T &gt; y)</div><div class="ttdef"><b>Definition:</b> <a href="tests_2validation_2_fixed_point_8h_source.xhtml#l00884">FixedPoint.h:884</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="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail_xhtml_ad91bb73431b4de1f4946ed949d444849"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ad91bb73431b4de1f4946ed949d444849">arm_compute::test::fixed_point_arithmetic::detail::max</a></div><div class="ttdeci">fixed_point&lt; T &gt; max(fixed_point&lt; T &gt; x, fixed_point&lt; T &gt; y)</div><div class="ttdef"><b>Definition:</b> <a href="tests_2validation_2_fixed_point_8h_source.xhtml#l00889">FixedPoint.h:889</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&#160;</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#l00110">110</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#l00050">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="l00111"></a><span class="lineno"> 111</span>&#160;{</div>
<div class="line"><a name="l00112"></a><span class="lineno"> 112</span>&#160; <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="l00113"></a><span class="lineno"> 113</span>&#160;}</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#l00050">activation_layer.cl:50</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&#160;</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#l00060">60</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#l00047">ADD_OP</a>, <a class="el" href="activation__layer_8cl_source.xhtml#l00045">CONST_ONE</a>, <a class="el" href="activation__layer_8cl_source.xhtml#l00051">DIV_OP</a>, <a class="el" href="activation__layer_8cl_source.xhtml#l00052">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="l00061"></a><span class="lineno"> 61</span>&#160;{</div>
<div class="line"><a name="l00062"></a><span class="lineno"> 62</span>&#160; <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="l00063"></a><span class="lineno"> 63</span>&#160;}</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#l00047">activation_layer.cl:47</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#l00052">activation_layer.cl:52</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#l00045">activation_layer.cl:45</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#l00051">activation_layer.cl:51</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&#160;</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#l00085">85</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#l00049">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="l00086"></a><span class="lineno"> 86</span>&#160;{</div>
<div class="line"><a name="l00087"></a><span class="lineno"> 87</span>&#160; <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 &gt; (<a class="code" href="activation__layer_8cl.xhtml#a5a392548f2df67370cb15d2a5d75cd7b">TYPE</a>)0);</div>
<div class="line"><a name="l00088"></a><span class="lineno"> 88</span>&#160;}</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#l00049">activation_layer.cl:49</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&#160;</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#l00080">80</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p>
<p>References <a class="el" href="tests_2validation_2_fixed_point_8h_source.xhtml#l00889">arm_compute::test::fixed_point_arithmetic::detail::max()</a>, <a class="el" href="tests_2validation_2_fixed_point_8h_source.xhtml#l00884">arm_compute::test::fixed_point_arithmetic::detail::min()</a>, and <a class="el" href="activation__layer_8cl_source.xhtml#l00026">TYPE</a>.</p>
<div class="fragment"><div class="line"><a name="l00081"></a><span class="lineno"> 81</span>&#160;{</div>
<div class="line"><a name="l00082"></a><span class="lineno"> 82</span>&#160; <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#aabcf39e3917f842dbc5fbb0d802f24d5">min</a>(<a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ad91bb73431b4de1f4946ed949d444849">max</a>(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="l00083"></a><span class="lineno"> 83</span>&#160;}</div>
<div class="ttc" id="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail_xhtml_aabcf39e3917f842dbc5fbb0d802f24d5"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#aabcf39e3917f842dbc5fbb0d802f24d5">arm_compute::test::fixed_point_arithmetic::detail::min</a></div><div class="ttdeci">fixed_point&lt; T &gt; min(fixed_point&lt; T &gt; x, fixed_point&lt; T &gt; y)</div><div class="ttdef"><b>Definition:</b> <a href="tests_2validation_2_fixed_point_8h_source.xhtml#l00884">FixedPoint.h:884</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="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail_xhtml_ad91bb73431b4de1f4946ed949d444849"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ad91bb73431b4de1f4946ed949d444849">arm_compute::test::fixed_point_arithmetic::detail::max</a></div><div class="ttdeci">fixed_point&lt; T &gt; max(fixed_point&lt; T &gt; x, fixed_point&lt; T &gt; y)</div><div class="ttdef"><b>Definition:</b> <a href="tests_2validation_2_fixed_point_8h_source.xhtml#l00889">FixedPoint.h:889</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&#160;</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#l00070">70</a> of file <a class="el" href="activation__layer_8cl_source.xhtml">activation_layer.cl</a>.</p>
<p>References <a class="el" href="tests_2validation_2_fixed_point_8h_source.xhtml#l00889">arm_compute::test::fixed_point_arithmetic::detail::max()</a>.</p>
<div class="fragment"><div class="line"><a name="l00071"></a><span class="lineno"> 71</span>&#160;{</div>
<div class="line"><a name="l00072"></a><span class="lineno"> 72</span>&#160; <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ad91bb73431b4de1f4946ed949d444849">max</a>(0, x);</div>
<div class="line"><a name="l00073"></a><span class="lineno"> 73</span>&#160;}</div>
<div class="ttc" id="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail_xhtml_ad91bb73431b4de1f4946ed949d444849"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ad91bb73431b4de1f4946ed949d444849">arm_compute::test::fixed_point_arithmetic::detail::max</a></div><div class="ttdeci">fixed_point&lt; T &gt; max(fixed_point&lt; T &gt; x, fixed_point&lt; T &gt; y)</div><div class="ttdef"><b>Definition:</b> <a href="tests_2validation_2_fixed_point_8h_source.xhtml#l00889">FixedPoint.h:889</a></div></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&#160;</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#l00105">105</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#l00054">SQRT_OP</a>.</p>
<div class="fragment"><div class="line"><a name="l00106"></a><span class="lineno"> 106</span>&#160;{</div>
<div class="line"><a name="l00107"></a><span class="lineno"> 107</span>&#160; <span class="keywordflow">return</span> <a class="code" href="activation__layer_8cl.xhtml#a44f1faa643e617fab359e647d6df8efd">SQRT_OP</a>(x);</div>
<div class="line"><a name="l00108"></a><span class="lineno"> 108</span>&#160;}</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#l00054">activation_layer.cl:54</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&#160;</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#l00100">100</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#l00049">MUL_OP</a>.</p>
<div class="fragment"><div class="line"><a name="l00101"></a><span class="lineno"> 101</span>&#160;{</div>
<div class="line"><a name="l00102"></a><span class="lineno"> 102</span>&#160; <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="l00103"></a><span class="lineno"> 103</span>&#160;}</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#l00049">activation_layer.cl:49</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&#160;</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#l00090">90</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#l00047">ADD_OP</a>, <a class="el" href="activation__layer_8cl_source.xhtml#l00045">CONST_ONE</a>, <a class="el" href="activation__layer_8cl_source.xhtml#l00052">EXP_OP</a>, <a class="el" href="activation__layer_8cl_source.xhtml#l00053">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="l00091"></a><span class="lineno"> 91</span>&#160;{</div>
<div class="line"><a name="l00092"></a><span class="lineno"> 92</span>&#160; <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="l00093"></a><span class="lineno"> 93</span>&#160;}</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#l00053">activation_layer.cl:53</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#l00047">activation_layer.cl:47</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#l00052">activation_layer.cl:52</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#l00045">activation_layer.cl:45</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&#160;</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#l00065">65</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#l00049">MUL_OP</a>, <a class="el" href="activation__layer_8cl_source.xhtml#l00055">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="l00066"></a><span class="lineno"> 66</span>&#160;{</div>
<div class="line"><a name="l00067"></a><span class="lineno"> 67</span>&#160; <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="l00068"></a><span class="lineno"> 68</span>&#160;}</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#l00055">activation_layer.cl:55</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#l00049">activation_layer.cl:49</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_55b5a5006e943fb664ff8cff3cfe7768.xhtml">src</a></li><li class="navelem"><a class="el" href="dir_f6c3ae42d7e27145d0a3c3e38ca1c000.xhtml">core</a></li><li class="navelem"><a class="el" href="dir_1b7ae9123c88e650426d50d95c19d414.xhtml">CL</a></li><li class="navelem"><a class="el" href="dir_b7c3d80b0dadb2139bc73b7161751c12.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 Thu Sep 28 2017 14:37:53 for Compute Library by
<a href="http://www.doxygen.org/index.html">
<img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.6 </li>
</ul>
</div>
</body>
</html>