mlx/docs/build/html/linalg_8h.html
Awni Hannun 50b9530af5 docs up
2025-06-04 01:01:51 +00:00

138 lines
14 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/linalg.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> </ul>
</div>
</div><!-- top -->
<div class="header">
<div class="summary">
<a href="#namespaces">Namespaces</a> &#124;
<a href="#func-members">Functions</a> </div>
<div class="headertitle"><div class="title">linalg.h File Reference</div></div>
</div><!--header-->
<div class="contents">
<div class="textblock"><code>#include &lt;optional&gt;</code><br />
<code>#include &quot;<a class="el" href="array_8h_source.html">mlx/array.h</a>&quot;</code><br />
<code>#include &quot;<a class="el" href="device_8h_source.html">mlx/device.h</a>&quot;</code><br />
<code>#include &quot;<a class="el" href="ops_8h_source.html">mlx/ops.h</a>&quot;</code><br />
<code>#include &quot;<a class="el" href="stream_8h_source.html">mlx/stream.h</a>&quot;</code><br />
</div>
<p><a href="linalg_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="namespaces" name="namespaces"></a>
Namespaces</h2></td></tr>
<tr class="memitem:namespacemlx" id="r_namespacemlx"><td class="memItemLeft" align="right" valign="top">namespace &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx.html">mlx</a></td></tr>
<tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:namespacemlx_1_1core" id="r_namespacemlx_1_1core"><td class="memItemLeft" align="right" valign="top">namespace &#160;</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">&#160;</td></tr>
<tr class="memitem:namespacemlx_1_1core_1_1linalg" id="r_namespacemlx_1_1core_1_1linalg"><td class="memItemLeft" align="right" valign="top">namespace &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1linalg.html">mlx::core::linalg</a></td></tr>
<tr class="separator:"><td class="memSeparator" colspan="2">&#160;</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:aba765b8e95e9a1d33d31f727a185919d" id="r_aba765b8e95e9a1d33d31f727a185919d"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1linalg.html#aba765b8e95e9a1d33d31f727a185919d">mlx::core::linalg::norm</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &amp;a, const double ord, const std::optional&lt; std::vector&lt; int &gt; &gt; &amp;axis=std::nullopt, bool keepdims=false, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
<tr class="memdesc:aba765b8e95e9a1d33d31f727a185919d"><td class="mdescLeft">&#160;</td><td class="mdescRight">Compute vector or matrix norms. <br /></td></tr>
<tr class="separator:aba765b8e95e9a1d33d31f727a185919d"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:acaa85b4146821c268abecec2422c02d2" id="r_acaa85b4146821c268abecec2422c02d2"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1linalg.html#acaa85b4146821c268abecec2422c02d2">mlx::core::linalg::norm</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &amp;a, const double ord, int axis, bool keepdims=false, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
<tr class="separator:acaa85b4146821c268abecec2422c02d2"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:af1ebe0c6dcba9a1c49b5e397dddf3264" id="r_af1ebe0c6dcba9a1c49b5e397dddf3264"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1linalg.html#af1ebe0c6dcba9a1c49b5e397dddf3264">mlx::core::linalg::norm</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &amp;a, const std::string &amp;ord, const std::optional&lt; std::vector&lt; int &gt; &gt; &amp;axis=std::nullopt, bool keepdims=false, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
<tr class="separator:af1ebe0c6dcba9a1c49b5e397dddf3264"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ae8da67e4c6e073f93889f1051203cd9e" id="r_ae8da67e4c6e073f93889f1051203cd9e"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1linalg.html#ae8da67e4c6e073f93889f1051203cd9e">mlx::core::linalg::norm</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &amp;a, const std::string &amp;ord, int axis, bool keepdims=false, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
<tr class="separator:ae8da67e4c6e073f93889f1051203cd9e"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a229018071d5602e38d6248230f334a10" id="r_a229018071d5602e38d6248230f334a10"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1linalg.html#a229018071d5602e38d6248230f334a10">mlx::core::linalg::norm</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &amp;a, const std::optional&lt; std::vector&lt; int &gt; &gt; &amp;axis=std::nullopt, bool keepdims=false, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
<tr class="separator:a229018071d5602e38d6248230f334a10"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a44250cff34238f01471fd61e76036f03" id="r_a44250cff34238f01471fd61e76036f03"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1linalg.html#a44250cff34238f01471fd61e76036f03">mlx::core::linalg::norm</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &amp;a, int axis, bool keepdims=false, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
<tr class="separator:a44250cff34238f01471fd61e76036f03"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ae6d97829459353fe3b31c8a0867c0ca2" id="r_ae6d97829459353fe3b31c8a0867c0ca2"><td class="memItemLeft" align="right" valign="top">std::pair&lt; <a class="el" href="classmlx_1_1core_1_1array.html">array</a>, <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1linalg.html#ae6d97829459353fe3b31c8a0867c0ca2">mlx::core::linalg::qr</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &amp;a, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
<tr class="separator:ae6d97829459353fe3b31c8a0867c0ca2"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a64364b880e99914cf47bf756fa8dbaf0" id="r_a64364b880e99914cf47bf756fa8dbaf0"><td class="memItemLeft" align="right" valign="top">std::vector&lt; <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1linalg.html#a64364b880e99914cf47bf756fa8dbaf0">mlx::core::linalg::svd</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &amp;a, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
<tr class="separator:a64364b880e99914cf47bf756fa8dbaf0"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ad966a0b6bff176c9f933534ed62389a2" id="r_ad966a0b6bff176c9f933534ed62389a2"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1linalg.html#ad966a0b6bff176c9f933534ed62389a2">mlx::core::linalg::inv</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &amp;a, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
<tr class="separator:ad966a0b6bff176c9f933534ed62389a2"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:aba1994571326326717b5b5e38c2e0661" id="r_aba1994571326326717b5b5e38c2e0661"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1linalg.html#aba1994571326326717b5b5e38c2e0661">mlx::core::linalg::tri_inv</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &amp;a, bool upper=false, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
<tr class="separator:aba1994571326326717b5b5e38c2e0661"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a46c8a4f806f0a97a4323e91189aa512b" id="r_a46c8a4f806f0a97a4323e91189aa512b"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1linalg.html#a46c8a4f806f0a97a4323e91189aa512b">mlx::core::linalg::cholesky</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &amp;a, bool upper=false, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
<tr class="separator:a46c8a4f806f0a97a4323e91189aa512b"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ad9f8348091e5ff4f74ad456e9fbd3e01" id="r_ad9f8348091e5ff4f74ad456e9fbd3e01"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1linalg.html#ad9f8348091e5ff4f74ad456e9fbd3e01">mlx::core::linalg::pinv</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &amp;a, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
<tr class="separator:ad9f8348091e5ff4f74ad456e9fbd3e01"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:aef0fe4894c5cf98792d59859c6d20511" id="r_aef0fe4894c5cf98792d59859c6d20511"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1linalg.html#aef0fe4894c5cf98792d59859c6d20511">mlx::core::linalg::cholesky_inv</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &amp;a, bool upper=false, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
<tr class="separator:aef0fe4894c5cf98792d59859c6d20511"><td class="memSeparator" colspan="2">&#160;</td></tr>
</table>
</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>