mlx/docs/build/html/reduce__inst_8h.html
2025-06-04 01:01:50 +00:00

358 lines
22 KiB
HTML

<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "https://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
<html xmlns="http://www.w3.org/1999/xhtml" lang="en-US">
<head>
<meta http-equiv="Content-Type" content="text/xhtml;charset=UTF-8"/>
<meta http-equiv="X-UA-Compatible" content="IE=11"/>
<meta name="generator" content="Doxygen 1.10.0"/>
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<title>MLX: mlx/backend/metal/kernels/reduction/reduce_inst.h 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>
<script type="text/javascript" src="clipboard.js"></script>
<script type="text/javascript" src="cookie.js"></script>
<link href="search/search.css" rel="stylesheet" type="text/css"/>
<script type="text/javascript" src="search/searchdata.js"></script>
<script type="text/javascript" src="search/search.js"></script>
<link href="doxygen.css" rel="stylesheet" type="text/css" />
</head>
<body>
<div id="top"><!-- do not remove this div, it is closed by doxygen! -->
<div id="titlearea">
<table cellspacing="0" cellpadding="0">
<tbody>
<tr id="projectrow">
<td id="projectalign">
<div id="projectname">MLX
</div>
</td>
</tr>
</tbody>
</table>
</div>
<!-- end header part -->
<!-- Generated by Doxygen 1.10.0 -->
<script type="text/javascript">
/* @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&amp;dn=expat.txt MIT */
var searchBox = new SearchBox("searchBox", "search/",'.html');
/* @license-end */
</script>
<script type="text/javascript" src="menudata.js"></script>
<script type="text/javascript" src="menu.js"></script>
<script type="text/javascript">
/* @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&amp;dn=expat.txt MIT */
$(function() {
initMenu('',true,false,'search.php','Search');
$(function() { init_search(); });
});
/* @license-end */
</script>
<div id="main-nav"></div>
<!-- window showing the filter options -->
<div id="MSearchSelectWindow"
onmouseover="return searchBox.OnSearchSelectShow()"
onmouseout="return searchBox.OnSearchSelectHide()"
onkeydown="return searchBox.OnSearchSelectKey(event)">
</div>
<!-- iframe showing the search results (closed by default) -->
<div id="MSearchResultsWindow">
<div id="MSearchResults">
<div class="SRPage">
<div id="SRIndex">
<div id="SRResults"></div>
<div class="SRStatus" id="Loading">Loading...</div>
<div class="SRStatus" id="Searching">Searching...</div>
<div class="SRStatus" id="NoMatches">No Matches</div>
</div>
</div>
</div>
</div>
<div id="nav-path" class="navpath">
<ul>
<li class="navelem"><a class="el" href="dir_938ab0ecf10b8b860ff766c820f665fd.html">mlx</a></li><li class="navelem"><a class="el" href="dir_1d446c9bd3c99228254c9484e0bc5c06.html">backend</a></li><li class="navelem"><a class="el" href="dir_d0c977ea65824390717cdb7efc36c157.html">metal</a></li><li class="navelem"><a class="el" href="dir_70a37effa88bcbd6b791977fa1e64356.html">kernels</a></li><li class="navelem"><a class="el" href="dir_f60cd69d27fd3faa641c79056fff0e2d.html">reduction</a></li> </ul>
</div>
</div><!-- top -->
<div class="header">
<div class="summary">
<a href="#define-members">Macros</a> </div>
<div class="headertitle"><div class="title">reduce_inst.h File Reference</div></div>
</div><!--header-->
<div class="contents">
<div class="textblock"><code>#include &lt;metal_atomic&gt;</code><br />
<code>#include &lt;metal_simdgroup&gt;</code><br />
<code>#include &quot;<a class="el" href="defines_8h_source.html">mlx/backend/metal/kernels/defines.h</a>&quot;</code><br />
<code>#include &quot;<a class="el" href="backend_2metal_2kernels_2reduction_2ops_8h_source.html">mlx/backend/metal/kernels/reduction/ops.h</a>&quot;</code><br />
</div>
<p><a href="reduce__inst_8h_source.html">Go to the source code of this file.</a></p>
<table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="define-members" name="define-members"></a>
Macros</h2></td></tr>
<tr class="memitem:a5294673da0e734544c8444e8af87c764" id="r_a5294673da0e734544c8444e8af87c764"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="#a5294673da0e734544c8444e8af87c764">instantiate_reduce_helper_floats</a>(inst_f, name, <a class="el" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>)</td></tr>
<tr class="separator:a5294673da0e734544c8444e8af87c764"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a8f0294fcedd9f4ae582a49d2c6b2539d" id="r_a8f0294fcedd9f4ae582a49d2c6b2539d"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="#a8f0294fcedd9f4ae582a49d2c6b2539d">instantiate_reduce_helper_uints</a>(inst_f, name, <a class="el" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>)</td></tr>
<tr class="separator:a8f0294fcedd9f4ae582a49d2c6b2539d"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a3b665b5cd2a4bffab618143b736bd722" id="r_a3b665b5cd2a4bffab618143b736bd722"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="#a3b665b5cd2a4bffab618143b736bd722">instantiate_reduce_helper_ints</a>(inst_f, name, <a class="el" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>)</td></tr>
<tr class="separator:a3b665b5cd2a4bffab618143b736bd722"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:aaf5acbc6baa20c2422f8864771bd046f" id="r_aaf5acbc6baa20c2422f8864771bd046f"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="#aaf5acbc6baa20c2422f8864771bd046f">instantiate_reduce_helper_64b</a>(inst_f, name, <a class="el" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>)&#160;&#160;&#160; inst_f(name, int64, int64_t, <a class="el" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>) inst_f(name, uint64, uint64_t, <a class="el" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>)</td></tr>
<tr class="separator:aaf5acbc6baa20c2422f8864771bd046f"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:acc929f2a0f9c70d46d8723ede3020f37" id="r_acc929f2a0f9c70d46d8723ede3020f37"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="#acc929f2a0f9c70d46d8723ede3020f37">instantiate_reduce_helper_types</a>(inst_f, name, <a class="el" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>)</td></tr>
<tr class="separator:acc929f2a0f9c70d46d8723ede3020f37"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a1f005addb1d2895cfdaa015b1e332dd4" id="r_a1f005addb1d2895cfdaa015b1e332dd4"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="#a1f005addb1d2895cfdaa015b1e332dd4">instantiate_reduce_ops</a>(inst_f, type_f)</td></tr>
<tr class="separator:a1f005addb1d2895cfdaa015b1e332dd4"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a3ec546a1689f8f3af2d94877a4d19aa3" id="r_a3ec546a1689f8f3af2d94877a4d19aa3"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="#a3ec546a1689f8f3af2d94877a4d19aa3">instantiate_reduce_from_types_helper</a>(inst_f, name, tname, itype, otype, <a class="el" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>)&#160;&#160;&#160; inst_f(name##tname, itype, otype, <a class="el" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>)</td></tr>
<tr class="separator:a3ec546a1689f8f3af2d94877a4d19aa3"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ad84ee425af547740b942caf64f2369ae" id="r_ad84ee425af547740b942caf64f2369ae"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="#ad84ee425af547740b942caf64f2369ae">instantiate_reduce_from_types</a>(inst_f, name, otype, <a class="el" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>)</td></tr>
<tr class="separator:ad84ee425af547740b942caf64f2369ae"><td class="memSeparator" colspan="2">&#160;</td></tr>
</table>
<h2 class="groupheader">Macro Definition Documentation</h2>
<a id="ad84ee425af547740b942caf64f2369ae" name="ad84ee425af547740b942caf64f2369ae"></a>
<h2 class="memtitle"><span class="permalink"><a href="#ad84ee425af547740b942caf64f2369ae">&#9670;&#160;</a></span>instantiate_reduce_from_types</h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">#define instantiate_reduce_from_types</td>
<td>(</td>
<td class="paramtype"></td> <td class="paramname"><span class="paramname">inst_f, </span></td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype"></td> <td class="paramname"><span class="paramname">name, </span></td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype"></td> <td class="paramname"><span class="paramname">otype, </span></td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype"></td> <td class="paramname"><span class="paramname"><a class="el" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a></span>&#160;)</td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="a3ec546a1689f8f3af2d94877a4d19aa3" name="a3ec546a1689f8f3af2d94877a4d19aa3"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a3ec546a1689f8f3af2d94877a4d19aa3">&#9670;&#160;</a></span>instantiate_reduce_from_types_helper</h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">#define instantiate_reduce_from_types_helper</td>
<td>(</td>
<td class="paramtype"></td> <td class="paramname"><span class="paramname">inst_f, </span></td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype"></td> <td class="paramname"><span class="paramname">name, </span></td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype"></td> <td class="paramname"><span class="paramname">tname, </span></td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype"></td> <td class="paramname"><span class="paramname">itype, </span></td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype"></td> <td class="paramname"><span class="paramname">otype, </span></td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype"></td> <td class="paramname"><span class="paramname"><a class="el" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a></span>&#160;)&#160;&#160;&#160; inst_f(name##tname, itype, otype, <a class="el" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>)</td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="aaf5acbc6baa20c2422f8864771bd046f" name="aaf5acbc6baa20c2422f8864771bd046f"></a>
<h2 class="memtitle"><span class="permalink"><a href="#aaf5acbc6baa20c2422f8864771bd046f">&#9670;&#160;</a></span>instantiate_reduce_helper_64b</h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">#define instantiate_reduce_helper_64b</td>
<td>(</td>
<td class="paramtype"></td> <td class="paramname"><span class="paramname">inst_f, </span></td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype"></td> <td class="paramname"><span class="paramname">name, </span></td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype"></td> <td class="paramname"><span class="paramname"><a class="el" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a></span>&#160;)&#160;&#160;&#160; inst_f(name, int64, int64_t, <a class="el" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>) inst_f(name, uint64, uint64_t, <a class="el" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>)</td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="a5294673da0e734544c8444e8af87c764" name="a5294673da0e734544c8444e8af87c764"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a5294673da0e734544c8444e8af87c764">&#9670;&#160;</a></span>instantiate_reduce_helper_floats</h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">#define instantiate_reduce_helper_floats</td>
<td>(</td>
<td class="paramtype"></td> <td class="paramname"><span class="paramname">inst_f, </span></td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype"></td> <td class="paramname"><span class="paramname">name, </span></td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype"></td> <td class="paramname"><span class="paramname"><a class="el" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a></span>&#160;)</td>
</tr>
</table>
</div><div class="memdoc">
<b>Value:</b><div class="fragment"><div class="line"> inst_f(name, float16, half, <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>) inst_f(name, float32, <span class="keywordtype">float</span>, <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>) \</div>
<div class="line"> inst_f(name, bfloat16, <a class="code hl_struct" href="struct___m_l_x___b_float16.html">bfloat16_t</a>, <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>)</div>
<div class="ttc" id="acommon_2binary_8h_html_a70228731d29946574b238d21fb4b360c"><div class="ttname"><a href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a></div><div class="ttdeci">Op op</div><div class="ttdef"><b>Definition</b> binary.h:139</div></div>
<div class="ttc" id="astruct___m_l_x___b_float16_html"><div class="ttname"><a href="struct___m_l_x___b_float16.html">_MLX_BFloat16</a></div><div class="ttdef"><b>Definition</b> bf16.h:54</div></div>
</div><!-- fragment -->
</div>
</div>
<a id="a3b665b5cd2a4bffab618143b736bd722" name="a3b665b5cd2a4bffab618143b736bd722"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a3b665b5cd2a4bffab618143b736bd722">&#9670;&#160;</a></span>instantiate_reduce_helper_ints</h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">#define instantiate_reduce_helper_ints</td>
<td>(</td>
<td class="paramtype"></td> <td class="paramname"><span class="paramname">inst_f, </span></td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype"></td> <td class="paramname"><span class="paramname">name, </span></td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype"></td> <td class="paramname"><span class="paramname"><a class="el" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a></span>&#160;)</td>
</tr>
</table>
</div><div class="memdoc">
<b>Value:</b><div class="fragment"><div class="line"> inst_f(name, int8, int8_t, <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>) inst_f(name, int16, int16_t, <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>) \</div>
<div class="line"> inst_f(name, int32, int32_t, <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>)</div>
</div><!-- fragment -->
</div>
</div>
<a id="acc929f2a0f9c70d46d8723ede3020f37" name="acc929f2a0f9c70d46d8723ede3020f37"></a>
<h2 class="memtitle"><span class="permalink"><a href="#acc929f2a0f9c70d46d8723ede3020f37">&#9670;&#160;</a></span>instantiate_reduce_helper_types</h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">#define instantiate_reduce_helper_types</td>
<td>(</td>
<td class="paramtype"></td> <td class="paramname"><span class="paramname">inst_f, </span></td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype"></td> <td class="paramname"><span class="paramname">name, </span></td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype"></td> <td class="paramname"><span class="paramname"><a class="el" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a></span>&#160;)</td>
</tr>
</table>
</div><div class="memdoc">
<b>Value:</b><div class="fragment"><div class="line"> <a class="code hl_define" href="#a5294673da0e734544c8444e8af87c764">instantiate_reduce_helper_floats</a>(inst_f, name, <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>) \</div>
<div class="line"> instantiate_reduce_helper_uints(inst_f, name, <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>) \</div>
<div class="line"> instantiate_reduce_helper_ints(inst_f, name, <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>)</div>
<div class="ttc" id="areduce__inst_8h_html_a5294673da0e734544c8444e8af87c764"><div class="ttname"><a href="#a5294673da0e734544c8444e8af87c764">instantiate_reduce_helper_floats</a></div><div class="ttdeci">#define instantiate_reduce_helper_floats(inst_f, name, op)</div><div class="ttdef"><b>Definition</b> reduce_inst.h:12</div></div>
</div><!-- fragment -->
</div>
</div>
<a id="a8f0294fcedd9f4ae582a49d2c6b2539d" name="a8f0294fcedd9f4ae582a49d2c6b2539d"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a8f0294fcedd9f4ae582a49d2c6b2539d">&#9670;&#160;</a></span>instantiate_reduce_helper_uints</h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">#define instantiate_reduce_helper_uints</td>
<td>(</td>
<td class="paramtype"></td> <td class="paramname"><span class="paramname">inst_f, </span></td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype"></td> <td class="paramname"><span class="paramname">name, </span></td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype"></td> <td class="paramname"><span class="paramname"><a class="el" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a></span>&#160;)</td>
</tr>
</table>
</div><div class="memdoc">
<b>Value:</b><div class="fragment"><div class="line"> inst_f(name, uint8, uint8_t, <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>) inst_f(name, uint16, uint16_t, <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>) \</div>
<div class="line"> inst_f(name, uint32, uint32_t, <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>)</div>
</div><!-- fragment -->
</div>
</div>
<a id="a1f005addb1d2895cfdaa015b1e332dd4" name="a1f005addb1d2895cfdaa015b1e332dd4"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a1f005addb1d2895cfdaa015b1e332dd4">&#9670;&#160;</a></span>instantiate_reduce_ops</h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">#define instantiate_reduce_ops</td>
<td>(</td>
<td class="paramtype"></td> <td class="paramname"><span class="paramname">inst_f, </span></td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype"></td> <td class="paramname"><span class="paramname">type_f</span>&#160;)</td>
</tr>
</table>
</div><div class="memdoc">
<b>Value:</b><div class="fragment"><div class="line"> type_f(inst_f, sum, <a class="code hl_struct" href="struct_sum.html">Sum</a>) type_f(inst_f, prod, <a class="code hl_struct" href="struct_prod.html">Prod</a>) \</div>
<div class="line"> type_f(inst_f, min_, <a class="code hl_struct" href="struct_min.html">Min</a>) type_f(inst_f, max_, <a class="code hl_struct" href="struct_max.html">Max</a>)</div>
<div class="ttc" id="astruct_max_html"><div class="ttname"><a href="struct_max.html">Max</a></div><div class="ttdef"><b>Definition</b> ops.h:159</div></div>
<div class="ttc" id="astruct_min_html"><div class="ttname"><a href="struct_min.html">Min</a></div><div class="ttdef"><b>Definition</b> ops.h:139</div></div>
<div class="ttc" id="astruct_prod_html"><div class="ttname"><a href="struct_prod.html">Prod</a></div><div class="ttdef"><b>Definition</b> ops.h:119</div></div>
<div class="ttc" id="astruct_sum_html"><div class="ttname"><a href="struct_sum.html">Sum</a></div><div class="ttdef"><b>Definition</b> ops.h:99</div></div>
</div><!-- fragment -->
</div>
</div>
</div><!-- contents -->
<!-- start footer part -->
<hr class="footer"/><address class="footer"><small>
Generated by&#160;<a href="https://www.doxygen.org/index.html"><img class="footer" src="doxygen.svg" width="104" height="31" alt="doxygen"/></a> 1.10.0
</small></address>
</body>
</html>