mirror of
https://github.com/ml-explore/mlx.git
synced 2025-06-25 18:11:15 +08:00
215 lines
39 KiB
HTML
215 lines
39 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 1.12.0"/>
|
|
<meta name="viewport" content="width=device-width, initial-scale=1"/>
|
|
<title>MLX: mlx/random.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>
|
|
<link href="navtree.css" rel="stylesheet" type="text/css"/>
|
|
<script type="text/javascript" src="resize.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 1.12.0 -->
|
|
<script type="text/javascript">
|
|
/* @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&dn=expat.txt MIT */
|
|
var searchBox = new SearchBox("searchBox", "search/",'.html');
|
|
/* @license-end */
|
|
</script>
|
|
<script type="text/javascript">
|
|
/* @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&dn=expat.txt MIT */
|
|
$(function() { codefold.init(0); });
|
|
/* @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&dn=expat.txt MIT */
|
|
$(function() {
|
|
initMenu('',true,false,'search.php','Search',false);
|
|
$(function() { init_search(); });
|
|
});
|
|
/* @license-end */
|
|
</script>
|
|
<div id="main-nav"></div>
|
|
<script type="text/javascript">
|
|
/* @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&dn=expat.txt MIT */
|
|
$(function(){ initResizable(false); });
|
|
/* @license-end */
|
|
</script>
|
|
<!-- 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> </ul>
|
|
</div>
|
|
</div><!-- top -->
|
|
<div id="doc-content">
|
|
<div class="header">
|
|
<div class="summary">
|
|
<a href="#nested-classes">Classes</a> |
|
|
<a href="#namespaces">Namespaces</a> |
|
|
<a href="#func-members">Functions</a> </div>
|
|
<div class="headertitle"><div class="title">random.h File Reference</div></div>
|
|
</div><!--header-->
|
|
<div class="contents">
|
|
<div class="textblock"><code>#include <chrono></code><br />
|
|
<code>#include <optional></code><br />
|
|
<code>#include "<a class="el" href="array_8h_source.html">mlx/array.h</a>"</code><br />
|
|
<code>#include "<a class="el" href="stream_8h_source.html">mlx/stream.h</a>"</code><br />
|
|
<code>#include "<a class="el" href="utils_8h_source.html">mlx/utils.h</a>"</code><br />
|
|
</div>
|
|
<p><a href="random_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="nested-classes" name="nested-classes"></a>
|
|
Classes</h2></td></tr>
|
|
<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlx_1_1core_1_1random_1_1_key_sequence.html">mlx::core::random::KeySequence</a></td></tr>
|
|
<tr class="separator:"><td class="memSeparator" colspan="2"> </td></tr>
|
|
</table><table class="memberdecls">
|
|
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="namespaces" name="namespaces"></a>
|
|
Namespaces</h2></td></tr>
|
|
<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">namespace  </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx.html">mlx</a></td></tr>
|
|
<tr class="separator:"><td class="memSeparator" colspan="2"> </td></tr>
|
|
<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">namespace  </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core.html">mlx::core</a></td></tr>
|
|
<tr class="separator:"><td class="memSeparator" colspan="2"> </td></tr>
|
|
<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">namespace  </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1random.html">mlx::core::random</a></td></tr>
|
|
<tr class="separator:"><td class="memSeparator" colspan="2"> </td></tr>
|
|
</table><table class="memberdecls">
|
|
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="func-members" name="func-members"></a>
|
|
Functions</h2></td></tr>
|
|
<tr class="memitem:acf04b6f42de11383e86dcc7f98c67bd8" id="r_acf04b6f42de11383e86dcc7f98c67bd8"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1random.html#acf04b6f42de11383e86dcc7f98c67bd8">mlx::core::random::key</a> (uint64_t <a class="el" href="namespacemlx_1_1core_1_1random.html#ac4ad325b613257306df74595d3d0e23b">seed</a>)</td></tr>
|
|
<tr class="memdesc:acf04b6f42de11383e86dcc7f98c67bd8"><td class="mdescLeft"> </td><td class="mdescRight">Get a PRNG key from a seed. <br /></td></tr>
|
|
<tr class="separator:acf04b6f42de11383e86dcc7f98c67bd8"><td class="memSeparator" colspan="2"> </td></tr>
|
|
<tr class="memitem:ac4ad325b613257306df74595d3d0e23b" id="r_ac4ad325b613257306df74595d3d0e23b"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1random.html#ac4ad325b613257306df74595d3d0e23b">mlx::core::random::seed</a> (uint64_t seed)</td></tr>
|
|
<tr class="memdesc:ac4ad325b613257306df74595d3d0e23b"><td class="mdescLeft"> </td><td class="mdescRight">Seed the default PRNG key. <br /></td></tr>
|
|
<tr class="separator:ac4ad325b613257306df74595d3d0e23b"><td class="memSeparator" colspan="2"> </td></tr>
|
|
<tr class="memitem:abb895baa477f5a06b5f88e69245f1825" id="r_abb895baa477f5a06b5f88e69245f1825"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1random.html#abb895baa477f5a06b5f88e69245f1825">mlx::core::random::bits</a> (const std::vector< int > &shape, int width, const std::optional< <a class="el" href="classmlx_1_1core_1_1array.html">array</a> > &<a class="el" href="namespacemlx_1_1core_1_1random.html#acf04b6f42de11383e86dcc7f98c67bd8">key</a>=std::nullopt, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
|
|
<tr class="memdesc:abb895baa477f5a06b5f88e69245f1825"><td class="mdescLeft"> </td><td class="mdescRight">Generate an array with type uint32 filled with random bits. <br /></td></tr>
|
|
<tr class="separator:abb895baa477f5a06b5f88e69245f1825"><td class="memSeparator" colspan="2"> </td></tr>
|
|
<tr class="memitem:a548ffed4ba3107b89885ff850ffce5f4" id="r_a548ffed4ba3107b89885ff850ffce5f4"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1random.html#a548ffed4ba3107b89885ff850ffce5f4">mlx::core::random::bits</a> (const std::vector< int > &shape, const std::optional< <a class="el" href="classmlx_1_1core_1_1array.html">array</a> > &<a class="el" href="namespacemlx_1_1core_1_1random.html#acf04b6f42de11383e86dcc7f98c67bd8">key</a>=std::nullopt, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
|
|
<tr class="separator:a548ffed4ba3107b89885ff850ffce5f4"><td class="memSeparator" colspan="2"> </td></tr>
|
|
<tr class="memitem:a42847b435d037a977592e355eed072af" id="r_a42847b435d037a977592e355eed072af"><td class="memItemLeft" align="right" valign="top">std::pair< <a class="el" href="classmlx_1_1core_1_1array.html">array</a>, <a class="el" href="classmlx_1_1core_1_1array.html">array</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1random.html#a42847b435d037a977592e355eed072af">mlx::core::random::split</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &<a class="el" href="namespacemlx_1_1core_1_1random.html#acf04b6f42de11383e86dcc7f98c67bd8">key</a>, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
|
|
<tr class="memdesc:a42847b435d037a977592e355eed072af"><td class="mdescLeft"> </td><td class="mdescRight"><a class="el" href="classmlx_1_1core_1_1_split.html">Split</a> the rng key into a pair of keys. <br /></td></tr>
|
|
<tr class="separator:a42847b435d037a977592e355eed072af"><td class="memSeparator" colspan="2"> </td></tr>
|
|
<tr class="memitem:a7ec057064c7326c41b536f08178861e5" id="r_a7ec057064c7326c41b536f08178861e5"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1random.html#a7ec057064c7326c41b536f08178861e5">mlx::core::random::split</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &<a class="el" href="namespacemlx_1_1core_1_1random.html#acf04b6f42de11383e86dcc7f98c67bd8">key</a>, int num, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
|
|
<tr class="memdesc:a7ec057064c7326c41b536f08178861e5"><td class="mdescLeft"> </td><td class="mdescRight"><a class="el" href="classmlx_1_1core_1_1_split.html">Split</a> the rng key into <code>num</code> keys. <br /></td></tr>
|
|
<tr class="separator:a7ec057064c7326c41b536f08178861e5"><td class="memSeparator" colspan="2"> </td></tr>
|
|
<tr class="memitem:adaa626cf75ab891978954bd1eb79a38b" id="r_adaa626cf75ab891978954bd1eb79a38b"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1random.html#adaa626cf75ab891978954bd1eb79a38b">mlx::core::random::uniform</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &low, const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &high, const std::vector< int > &shape, <a class="el" href="structmlx_1_1core_1_1_dtype.html">Dtype</a> dtype=<a class="el" href="namespacemlx_1_1core.html#a6894543b340321193dfb8052c438a319">float32</a>, const std::optional< <a class="el" href="classmlx_1_1core_1_1array.html">array</a> > &<a class="el" href="namespacemlx_1_1core_1_1random.html#acf04b6f42de11383e86dcc7f98c67bd8">key</a>=std::nullopt, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
|
|
<tr class="memdesc:adaa626cf75ab891978954bd1eb79a38b"><td class="mdescLeft"> </td><td class="mdescRight">Generate uniform random numbers between low and high. <br /></td></tr>
|
|
<tr class="separator:adaa626cf75ab891978954bd1eb79a38b"><td class="memSeparator" colspan="2"> </td></tr>
|
|
<tr class="memitem:ac0dd00f7e37377d621f9f5bfb5a3f8e4" id="r_ac0dd00f7e37377d621f9f5bfb5a3f8e4"><td class="memTemplParams" colspan="2">template<typename T , typename U > </td></tr>
|
|
<tr class="memitem:ac0dd00f7e37377d621f9f5bfb5a3f8e4"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a> </td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1random.html#ac0dd00f7e37377d621f9f5bfb5a3f8e4">mlx::core::random::uniform</a> (T low, U high, const std::vector< int > &shape, <a class="el" href="structmlx_1_1core_1_1_dtype.html">Dtype</a> dtype=<a class="el" href="namespacemlx_1_1core.html#a6894543b340321193dfb8052c438a319">float32</a>, const std::optional< <a class="el" href="classmlx_1_1core_1_1array.html">array</a> > &<a class="el" href="namespacemlx_1_1core_1_1random.html#acf04b6f42de11383e86dcc7f98c67bd8">key</a>=std::nullopt, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
|
|
<tr class="separator:ac0dd00f7e37377d621f9f5bfb5a3f8e4"><td class="memSeparator" colspan="2"> </td></tr>
|
|
<tr class="memitem:a2922e133d9f82dcf925bae0a784cc4a7" id="r_a2922e133d9f82dcf925bae0a784cc4a7"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1random.html#a2922e133d9f82dcf925bae0a784cc4a7">mlx::core::random::uniform</a> (const std::vector< int > &shape, <a class="el" href="structmlx_1_1core_1_1_dtype.html">Dtype</a> dtype, const std::optional< <a class="el" href="classmlx_1_1core_1_1array.html">array</a> > &<a class="el" href="namespacemlx_1_1core_1_1random.html#acf04b6f42de11383e86dcc7f98c67bd8">key</a>=std::nullopt, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
|
|
<tr class="memdesc:a2922e133d9f82dcf925bae0a784cc4a7"><td class="mdescLeft"> </td><td class="mdescRight">Generate uniform random numbers between 0 and 1. <br /></td></tr>
|
|
<tr class="separator:a2922e133d9f82dcf925bae0a784cc4a7"><td class="memSeparator" colspan="2"> </td></tr>
|
|
<tr class="memitem:a133d2855ff4d8daf41029cffdf43cdf9" id="r_a133d2855ff4d8daf41029cffdf43cdf9"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1random.html#a133d2855ff4d8daf41029cffdf43cdf9">mlx::core::random::uniform</a> (const std::vector< int > &shape, const std::optional< <a class="el" href="classmlx_1_1core_1_1array.html">array</a> > &<a class="el" href="namespacemlx_1_1core_1_1random.html#acf04b6f42de11383e86dcc7f98c67bd8">key</a>=std::nullopt, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
|
|
<tr class="separator:a133d2855ff4d8daf41029cffdf43cdf9"><td class="memSeparator" colspan="2"> </td></tr>
|
|
<tr class="memitem:aa3977269b77f66c6397c7c72f873d17a" id="r_aa3977269b77f66c6397c7c72f873d17a"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1random.html#aa3977269b77f66c6397c7c72f873d17a">mlx::core::random::normal</a> (const std::vector< int > &shape, <a class="el" href="structmlx_1_1core_1_1_dtype.html">Dtype</a> dtype, const float loc, const float scale, const std::optional< <a class="el" href="classmlx_1_1core_1_1array.html">array</a> > &<a class="el" href="namespacemlx_1_1core_1_1random.html#acf04b6f42de11383e86dcc7f98c67bd8">key</a>=std::nullopt, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
|
|
<tr class="memdesc:aa3977269b77f66c6397c7c72f873d17a"><td class="mdescLeft"> </td><td class="mdescRight">Generate samples from the standard normal distribution. <br /></td></tr>
|
|
<tr class="separator:aa3977269b77f66c6397c7c72f873d17a"><td class="memSeparator" colspan="2"> </td></tr>
|
|
<tr class="memitem:aa3516ace3ebc5e80ca73fb8f50df436f" id="r_aa3516ace3ebc5e80ca73fb8f50df436f"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1random.html#aa3516ace3ebc5e80ca73fb8f50df436f">mlx::core::random::normal</a> (const std::vector< int > &shape, const float loc, const float scale, const std::optional< <a class="el" href="classmlx_1_1core_1_1array.html">array</a> > &<a class="el" href="namespacemlx_1_1core_1_1random.html#acf04b6f42de11383e86dcc7f98c67bd8">key</a>=std::nullopt, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
|
|
<tr class="separator:aa3516ace3ebc5e80ca73fb8f50df436f"><td class="memSeparator" colspan="2"> </td></tr>
|
|
<tr class="memitem:a75ecf88e36a4013ecda18a91cb60befb" id="r_a75ecf88e36a4013ecda18a91cb60befb"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1random.html#a75ecf88e36a4013ecda18a91cb60befb">mlx::core::random::normal</a> (const std::vector< int > &shape, const <a class="el" href="structmlx_1_1core_1_1_dtype.html">Dtype</a> dtype, const std::optional< <a class="el" href="classmlx_1_1core_1_1array.html">array</a> > &<a class="el" href="namespacemlx_1_1core_1_1random.html#acf04b6f42de11383e86dcc7f98c67bd8">key</a>=std::nullopt, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
|
|
<tr class="separator:a75ecf88e36a4013ecda18a91cb60befb"><td class="memSeparator" colspan="2"> </td></tr>
|
|
<tr class="memitem:a7723a27a0093a1f51ca31d26c1d061c8" id="r_a7723a27a0093a1f51ca31d26c1d061c8"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1random.html#a7723a27a0093a1f51ca31d26c1d061c8">mlx::core::random::normal</a> (const std::vector< int > &shape, const std::optional< <a class="el" href="classmlx_1_1core_1_1array.html">array</a> > &<a class="el" href="namespacemlx_1_1core_1_1random.html#acf04b6f42de11383e86dcc7f98c67bd8">key</a>=std::nullopt, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
|
|
<tr class="separator:a7723a27a0093a1f51ca31d26c1d061c8"><td class="memSeparator" colspan="2"> </td></tr>
|
|
<tr class="memitem:a8c37da3c1c0c561cad7499d6d9db81fb" id="r_a8c37da3c1c0c561cad7499d6d9db81fb"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1random.html#a8c37da3c1c0c561cad7499d6d9db81fb">mlx::core::random::multivariate_normal</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &<a class="el" href="group__ops.html#gade46e768fd46b8b640eb16f26abeecef">mean</a>, const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &cov, const std::vector< int > &shape, <a class="el" href="structmlx_1_1core_1_1_dtype.html">Dtype</a> dtype, const std::optional< <a class="el" href="classmlx_1_1core_1_1array.html">array</a> > &<a class="el" href="namespacemlx_1_1core_1_1random.html#acf04b6f42de11383e86dcc7f98c67bd8">key</a>=std::nullopt, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
|
|
<tr class="memdesc:a8c37da3c1c0c561cad7499d6d9db81fb"><td class="mdescLeft"> </td><td class="mdescRight">Generate samples from a multivariate normal distribution. <br /></td></tr>
|
|
<tr class="separator:a8c37da3c1c0c561cad7499d6d9db81fb"><td class="memSeparator" colspan="2"> </td></tr>
|
|
<tr class="memitem:a7289d3791aa4e8bfe28fafef4fb40e3b" id="r_a7289d3791aa4e8bfe28fafef4fb40e3b"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1random.html#a7289d3791aa4e8bfe28fafef4fb40e3b">mlx::core::random::randint</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &low, const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &high, const std::vector< int > &shape, <a class="el" href="structmlx_1_1core_1_1_dtype.html">Dtype</a> dtype=<a class="el" href="namespacemlx_1_1core.html#a5d6373aad1444edc9de1eb07bfe5cad3">int32</a>, const std::optional< <a class="el" href="classmlx_1_1core_1_1array.html">array</a> > &<a class="el" href="namespacemlx_1_1core_1_1random.html#acf04b6f42de11383e86dcc7f98c67bd8">key</a>=std::nullopt, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
|
|
<tr class="memdesc:a7289d3791aa4e8bfe28fafef4fb40e3b"><td class="mdescLeft"> </td><td class="mdescRight">Generate integer samples uniformly at random. <br /></td></tr>
|
|
<tr class="separator:a7289d3791aa4e8bfe28fafef4fb40e3b"><td class="memSeparator" colspan="2"> </td></tr>
|
|
<tr class="memitem:afe20b1c6188f4c8a83203e60b70b8946" id="r_afe20b1c6188f4c8a83203e60b70b8946"><td class="memTemplParams" colspan="2">template<typename T , typename U > </td></tr>
|
|
<tr class="memitem:afe20b1c6188f4c8a83203e60b70b8946"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a> </td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1random.html#afe20b1c6188f4c8a83203e60b70b8946">mlx::core::random::randint</a> (T low, U high, const std::vector< int > &shape, <a class="el" href="structmlx_1_1core_1_1_dtype.html">Dtype</a> dtype=<a class="el" href="namespacemlx_1_1core.html#a5d6373aad1444edc9de1eb07bfe5cad3">int32</a>, const std::optional< <a class="el" href="classmlx_1_1core_1_1array.html">array</a> > &<a class="el" href="namespacemlx_1_1core_1_1random.html#acf04b6f42de11383e86dcc7f98c67bd8">key</a>=std::nullopt, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
|
|
<tr class="separator:afe20b1c6188f4c8a83203e60b70b8946"><td class="memSeparator" colspan="2"> </td></tr>
|
|
<tr class="memitem:acb3f278fea2c4f06dea947d3bac2e9b7" id="r_acb3f278fea2c4f06dea947d3bac2e9b7"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1random.html#acb3f278fea2c4f06dea947d3bac2e9b7">mlx::core::random::bernoulli</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &p, const std::vector< int > &shape, const std::optional< <a class="el" href="classmlx_1_1core_1_1array.html">array</a> > &<a class="el" href="namespacemlx_1_1core_1_1random.html#acf04b6f42de11383e86dcc7f98c67bd8">key</a>=std::nullopt, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
|
|
<tr class="memdesc:acb3f278fea2c4f06dea947d3bac2e9b7"><td class="mdescLeft"> </td><td class="mdescRight">Generate binary variables with probability to be true equal to p. <br /></td></tr>
|
|
<tr class="separator:acb3f278fea2c4f06dea947d3bac2e9b7"><td class="memSeparator" colspan="2"> </td></tr>
|
|
<tr class="memitem:aaa49f6c2af5496822fa09435e54275cb" id="r_aaa49f6c2af5496822fa09435e54275cb"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1random.html#aaa49f6c2af5496822fa09435e54275cb">mlx::core::random::bernoulli</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &p, const std::optional< <a class="el" href="classmlx_1_1core_1_1array.html">array</a> > &<a class="el" href="namespacemlx_1_1core_1_1random.html#acf04b6f42de11383e86dcc7f98c67bd8">key</a>=std::nullopt, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
|
|
<tr class="separator:aaa49f6c2af5496822fa09435e54275cb"><td class="memSeparator" colspan="2"> </td></tr>
|
|
<tr class="memitem:aa9e360f9cb7bd23221352ed9e31d83c2" id="r_aa9e360f9cb7bd23221352ed9e31d83c2"><td class="memTemplParams" colspan="2">template<typename T > </td></tr>
|
|
<tr class="memitem:aa9e360f9cb7bd23221352ed9e31d83c2"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a> </td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1random.html#aa9e360f9cb7bd23221352ed9e31d83c2">mlx::core::random::bernoulli</a> (T p, const std::optional< <a class="el" href="classmlx_1_1core_1_1array.html">array</a> > &<a class="el" href="namespacemlx_1_1core_1_1random.html#acf04b6f42de11383e86dcc7f98c67bd8">key</a>=std::nullopt, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
|
|
<tr class="separator:aa9e360f9cb7bd23221352ed9e31d83c2"><td class="memSeparator" colspan="2"> </td></tr>
|
|
<tr class="memitem:a37fcba120a1d246176db5256d3201cd4" id="r_a37fcba120a1d246176db5256d3201cd4"><td class="memTemplParams" colspan="2">template<typename T > </td></tr>
|
|
<tr class="memitem:a37fcba120a1d246176db5256d3201cd4"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a> </td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1random.html#a37fcba120a1d246176db5256d3201cd4">mlx::core::random::bernoulli</a> (T p, const std::vector< int > &shape, const std::optional< <a class="el" href="classmlx_1_1core_1_1array.html">array</a> > &<a class="el" href="namespacemlx_1_1core_1_1random.html#acf04b6f42de11383e86dcc7f98c67bd8">key</a>=std::nullopt, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
|
|
<tr class="separator:a37fcba120a1d246176db5256d3201cd4"><td class="memSeparator" colspan="2"> </td></tr>
|
|
<tr class="memitem:ad7eb4467e2f9d5f74a5607b29a935b6e" id="r_ad7eb4467e2f9d5f74a5607b29a935b6e"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1random.html#ad7eb4467e2f9d5f74a5607b29a935b6e">mlx::core::random::bernoulli</a> (const std::optional< <a class="el" href="classmlx_1_1core_1_1array.html">array</a> > &<a class="el" href="namespacemlx_1_1core_1_1random.html#acf04b6f42de11383e86dcc7f98c67bd8">key</a>=std::nullopt, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
|
|
<tr class="separator:ad7eb4467e2f9d5f74a5607b29a935b6e"><td class="memSeparator" colspan="2"> </td></tr>
|
|
<tr class="memitem:a00aa5746bac6d729d2ba9465153bb279" id="r_a00aa5746bac6d729d2ba9465153bb279"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1random.html#a00aa5746bac6d729d2ba9465153bb279">mlx::core::random::truncated_normal</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &lower, const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &upper, const std::vector< int > &shape, <a class="el" href="structmlx_1_1core_1_1_dtype.html">Dtype</a> dtype=<a class="el" href="namespacemlx_1_1core.html#a6894543b340321193dfb8052c438a319">float32</a>, const std::optional< <a class="el" href="classmlx_1_1core_1_1array.html">array</a> > &<a class="el" href="namespacemlx_1_1core_1_1random.html#acf04b6f42de11383e86dcc7f98c67bd8">key</a>=std::nullopt, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
|
|
<tr class="separator:a00aa5746bac6d729d2ba9465153bb279"><td class="memSeparator" colspan="2"> </td></tr>
|
|
<tr class="memitem:a39663eda0fd7b274d01499a7b1c9035f" id="r_a39663eda0fd7b274d01499a7b1c9035f"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1random.html#a39663eda0fd7b274d01499a7b1c9035f">mlx::core::random::truncated_normal</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &lower, const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &upper, <a class="el" href="structmlx_1_1core_1_1_dtype.html">Dtype</a> dtype=<a class="el" href="namespacemlx_1_1core.html#a6894543b340321193dfb8052c438a319">float32</a>, const std::optional< <a class="el" href="classmlx_1_1core_1_1array.html">array</a> > &<a class="el" href="namespacemlx_1_1core_1_1random.html#acf04b6f42de11383e86dcc7f98c67bd8">key</a>=std::nullopt, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
|
|
<tr class="separator:a39663eda0fd7b274d01499a7b1c9035f"><td class="memSeparator" colspan="2"> </td></tr>
|
|
<tr class="memitem:aa849b765cd794306997bcbb9936d3d84" id="r_aa849b765cd794306997bcbb9936d3d84"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1random.html#aa849b765cd794306997bcbb9936d3d84">mlx::core::random::gumbel</a> (const std::vector< int > &shape, <a class="el" href="structmlx_1_1core_1_1_dtype.html">Dtype</a> dtype=<a class="el" href="namespacemlx_1_1core.html#a6894543b340321193dfb8052c438a319">float32</a>, const std::optional< <a class="el" href="classmlx_1_1core_1_1array.html">array</a> > &<a class="el" href="namespacemlx_1_1core_1_1random.html#acf04b6f42de11383e86dcc7f98c67bd8">key</a>=std::nullopt, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
|
|
<tr class="separator:aa849b765cd794306997bcbb9936d3d84"><td class="memSeparator" colspan="2"> </td></tr>
|
|
<tr class="memitem:a3dd7910cedd2b88c2c6f4ca0daf98967" id="r_a3dd7910cedd2b88c2c6f4ca0daf98967"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1random.html#a3dd7910cedd2b88c2c6f4ca0daf98967">mlx::core::random::categorical</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &logits, int axis, const std::vector< int > &shape, const std::optional< <a class="el" href="classmlx_1_1core_1_1array.html">array</a> > &<a class="el" href="namespacemlx_1_1core_1_1random.html#acf04b6f42de11383e86dcc7f98c67bd8">key</a>=std::nullopt, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
|
|
<tr class="separator:a3dd7910cedd2b88c2c6f4ca0daf98967"><td class="memSeparator" colspan="2"> </td></tr>
|
|
<tr class="memitem:aa7104c436b3972a2480cfeb54554855f" id="r_aa7104c436b3972a2480cfeb54554855f"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1random.html#aa7104c436b3972a2480cfeb54554855f">mlx::core::random::categorical</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &logits_, int axis, int num_samples, const std::optional< <a class="el" href="classmlx_1_1core_1_1array.html">array</a> > &<a class="el" href="namespacemlx_1_1core_1_1random.html#acf04b6f42de11383e86dcc7f98c67bd8">key</a>=std::nullopt, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
|
|
<tr class="separator:aa7104c436b3972a2480cfeb54554855f"><td class="memSeparator" colspan="2"> </td></tr>
|
|
<tr class="memitem:aa336e774783543705dffe2ad5b2c49c1" id="r_aa336e774783543705dffe2ad5b2c49c1"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1random.html#aa336e774783543705dffe2ad5b2c49c1">mlx::core::random::categorical</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &logits, int axis=-1, const std::optional< <a class="el" href="classmlx_1_1core_1_1array.html">array</a> > &<a class="el" href="namespacemlx_1_1core_1_1random.html#acf04b6f42de11383e86dcc7f98c67bd8">key</a>=std::nullopt, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
|
|
<tr class="separator:aa336e774783543705dffe2ad5b2c49c1"><td class="memSeparator" colspan="2"> </td></tr>
|
|
<tr class="memitem:ad52c7cb7709542c5a464df12bfc6b0b7" id="r_ad52c7cb7709542c5a464df12bfc6b0b7"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1random.html#ad52c7cb7709542c5a464df12bfc6b0b7">mlx::core::random::laplace</a> (const std::vector< int > &shape, <a class="el" href="structmlx_1_1core_1_1_dtype.html">Dtype</a> dtype, const float loc, const float scale, const std::optional< <a class="el" href="classmlx_1_1core_1_1array.html">array</a> > &<a class="el" href="namespacemlx_1_1core_1_1random.html#acf04b6f42de11383e86dcc7f98c67bd8">key</a>=std::nullopt, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
|
|
<tr class="memdesc:ad52c7cb7709542c5a464df12bfc6b0b7"><td class="mdescLeft"> </td><td class="mdescRight">Generate samples from the laplace distribution. <br /></td></tr>
|
|
<tr class="separator:ad52c7cb7709542c5a464df12bfc6b0b7"><td class="memSeparator" colspan="2"> </td></tr>
|
|
<tr class="memitem:a0d0c393dd53d6fdd02e46844b3cf45d1" id="r_a0d0c393dd53d6fdd02e46844b3cf45d1"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1random.html#a0d0c393dd53d6fdd02e46844b3cf45d1">mlx::core::random::laplace</a> (const std::vector< int > &shape, const float loc, const float scale, const std::optional< <a class="el" href="classmlx_1_1core_1_1array.html">array</a> > &<a class="el" href="namespacemlx_1_1core_1_1random.html#acf04b6f42de11383e86dcc7f98c67bd8">key</a>=std::nullopt, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
|
|
<tr class="separator:a0d0c393dd53d6fdd02e46844b3cf45d1"><td class="memSeparator" colspan="2"> </td></tr>
|
|
<tr class="memitem:a0f73eb7d337529708937eef0080c0998" id="r_a0f73eb7d337529708937eef0080c0998"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1random.html#a0f73eb7d337529708937eef0080c0998">mlx::core::random::laplace</a> (const std::vector< int > &shape, const <a class="el" href="structmlx_1_1core_1_1_dtype.html">Dtype</a> dtype, const std::optional< <a class="el" href="classmlx_1_1core_1_1array.html">array</a> > &<a class="el" href="namespacemlx_1_1core_1_1random.html#acf04b6f42de11383e86dcc7f98c67bd8">key</a>=std::nullopt, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
|
|
<tr class="separator:a0f73eb7d337529708937eef0080c0998"><td class="memSeparator" colspan="2"> </td></tr>
|
|
<tr class="memitem:a96b6f40efbee7045a35218296ba12a37" id="r_a96b6f40efbee7045a35218296ba12a37"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1random.html#a96b6f40efbee7045a35218296ba12a37">mlx::core::random::laplace</a> (const std::vector< int > &shape, const std::optional< <a class="el" href="classmlx_1_1core_1_1array.html">array</a> > &<a class="el" href="namespacemlx_1_1core_1_1random.html#acf04b6f42de11383e86dcc7f98c67bd8">key</a>=std::nullopt, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
|
|
<tr class="separator:a96b6f40efbee7045a35218296ba12a37"><td class="memSeparator" colspan="2"> </td></tr>
|
|
<tr class="memitem:ae4636a5e54c4dcc211d252fe9d97c413" id="r_ae4636a5e54c4dcc211d252fe9d97c413"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1random.html#ae4636a5e54c4dcc211d252fe9d97c413">mlx::core::random::permutation</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &x, int axis=0, const std::optional< <a class="el" href="classmlx_1_1core_1_1array.html">array</a> > &<a class="el" href="namespacemlx_1_1core_1_1random.html#acf04b6f42de11383e86dcc7f98c67bd8">key</a>=std::nullopt, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
|
|
<tr class="separator:ae4636a5e54c4dcc211d252fe9d97c413"><td class="memSeparator" colspan="2"> </td></tr>
|
|
<tr class="memitem:a529adc3488cc649103c0b7316c7ac9b2" id="r_a529adc3488cc649103c0b7316c7ac9b2"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1random.html#a529adc3488cc649103c0b7316c7ac9b2">mlx::core::random::permutation</a> (int x, const std::optional< <a class="el" href="classmlx_1_1core_1_1array.html">array</a> > &<a class="el" href="namespacemlx_1_1core_1_1random.html#acf04b6f42de11383e86dcc7f98c67bd8">key</a>=std::nullopt, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
|
|
<tr class="separator:a529adc3488cc649103c0b7316c7ac9b2"><td class="memSeparator" colspan="2"> </td></tr>
|
|
</table>
|
|
</div><!-- contents -->
|
|
<!-- start footer part -->
|
|
<hr class="footer"/><address class="footer"><small>
|
|
Generated by <a href="https://www.doxygen.org/index.html"><img class="footer" src="doxygen.svg" width="104" height="31" alt="doxygen"/></a> 1.12.0
|
|
</small></address>
|
|
</div><!-- doc-content -->
|
|
</body>
|
|
</html>
|