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CircleCI Docs
2025-01-09 21:56:20 +00:00
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commit d8d647015b
2642 changed files with 137687 additions and 70861 deletions
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234
docs/build/html/common_2binary_8h_source.html vendored
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@@ -3,7 +3,7 @@
<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="generator" content="Doxygen 1.13.1"/>
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<title>MLX: mlx/backend/common/binary.h Source File</title>
<link href="tabs.css" rel="stylesheet" type="text/css"/>
@@ -11,11 +11,18 @@
<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="navtreedata.js"></script>
<script type="text/javascript" src="navtree.js"></script>
<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>
<script type="text/javascript">
/* @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&amp;dn=expat.txt MIT */
$(function() { init_search(); });
/* @license-end */
</script>
<link href="doxygen.css" rel="stylesheet" type="text/css" />
</head>
<body>
@@ -28,12 +35,24 @@
<div id="projectname">MLX
</div>
</td>
<td> <div id="MSearchBox" class="MSearchBoxInactive">
<span class="left">
<span id="MSearchSelect" onmouseover="return searchBox.OnSearchSelectShow()" onmouseout="return searchBox.OnSearchSelectHide()">&#160;</span>
<input type="text" id="MSearchField" value="" placeholder="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.svg" alt=""/></a>
</span>
</div>
</td>
</tr>
</tbody>
</table>
</div>
<!-- end header part -->
<!-- Generated by Doxygen 1.12.0 -->
<!-- Generated by Doxygen 1.13.1 -->
<script type="text/javascript">
/* @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&amp;dn=expat.txt MIT */
var searchBox = new SearchBox("searchBox", "search/",'.html');
@@ -44,22 +63,23 @@ var searchBox = new SearchBox("searchBox", "search/",'.html');
$(function() { codefold.init(0); });
/* @license-end */
</script>
<script type="text/javascript" src="menudata.js"></script>
<script type="text/javascript" src="menu.js"></script>
</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">
/* @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&amp;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&amp;dn=expat.txt MIT */
$(function(){ initResizable(false); });
$(function(){initNavTree('common_2binary_8h_source.html',''); initResizable(true); });
/* @license-end */
</script>
<div id="doc-content">
<!-- window showing the filter options -->
<div id="MSearchSelectWindow"
onmouseover="return searchBox.OnSearchSelectShow()"
@@ -81,12 +101,6 @@ $(function(){ initResizable(false); });
</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_f149b24a1b5be11cd70151abe517e3f8.html">common</a></li> </ul>
</div>
</div><!-- top -->
<div id="doc-content">
<div class="header">
<div class="headertitle"><div class="title">binary.h</div></div>
</div><!--header-->
@@ -109,10 +123,10 @@ $(function(){ initResizable(false); });
<div class="line"><a id="l00016" name="l00016"></a><span class="lineno"> 16</span> ScalarVector,</div>
<div class="line"><a id="l00017" name="l00017"></a><span class="lineno"> 17</span> VectorScalar,</div>
<div class="line"><a id="l00018" name="l00018"></a><span class="lineno"> 18</span> VectorVector,</div>
<div class="line"><a id="l00019" name="l00019"></a><span class="lineno"> 19</span> <a class="code hl_enumvalue" href="namespacemlx_1_1core.html#abd84ff6c5245e4e170b2ef5247594337a0db377921f4ce762c62526131097968f">General</a>,</div>
<div class="line"><a id="l00019" name="l00019"></a><span class="lineno"> 19</span> General,</div>
<div class="line"><a id="l00020" name="l00020"></a><span class="lineno"> 20</span>};</div>
<div class="line"><a id="l00021" name="l00021"></a><span class="lineno"> 21</span> </div>
<div class="line"><a id="l00022" name="l00022"></a><span class="lineno"> 22</span>BinaryOpType get_binary_op_type(<span class="keyword">const</span> array&amp; a, <span class="keyword">const</span> array&amp; b) {</div>
<div class="line"><a id="l00022" name="l00022"></a><span class="lineno"> 22</span>BinaryOpType get_binary_op_type(<span class="keyword">const</span> <a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a>&amp; a, <span class="keyword">const</span> <a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a>&amp; b) {</div>
<div class="line"><a id="l00023" name="l00023"></a><span class="lineno"> 23</span> BinaryOpType bopt;</div>
<div class="line"><a id="l00024" name="l00024"></a><span class="lineno"> 24</span> <span class="keywordflow">if</span> (a.data_size() == 1 &amp;&amp; b.data_size() == 1) {</div>
<div class="line"><a id="l00025" name="l00025"></a><span class="lineno"> 25</span> bopt = BinaryOpType::ScalarScalar;</div>
@@ -121,8 +135,8 @@ $(function(){ initResizable(false); });
<div class="line"><a id="l00028" name="l00028"></a><span class="lineno"> 28</span> } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (b.data_size() == 1 &amp;&amp; a.flags().contiguous) {</div>
<div class="line"><a id="l00029" name="l00029"></a><span class="lineno"> 29</span> bopt = BinaryOpType::VectorScalar;</div>
<div class="line"><a id="l00030" name="l00030"></a><span class="lineno"> 30</span> } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (</div>
<div class="line"><a id="l00031" name="l00031"></a><span class="lineno"> 31</span> a.flags().row_contiguous &amp;&amp; b.flags().row_contiguous ||</div>
<div class="line"><a id="l00032" name="l00032"></a><span class="lineno"> 32</span> a.flags().col_contiguous &amp;&amp; b.flags().col_contiguous) {</div>
<div class="line"><a id="l00031" name="l00031"></a><span class="lineno"> 31</span> (a.flags().row_contiguous &amp;&amp; b.flags().row_contiguous) ||</div>
<div class="line"><a id="l00032" name="l00032"></a><span class="lineno"> 32</span> (a.flags().col_contiguous &amp;&amp; b.flags().col_contiguous)) {</div>
<div class="line"><a id="l00033" name="l00033"></a><span class="lineno"> 33</span> bopt = BinaryOpType::VectorVector;</div>
<div class="line"><a id="l00034" name="l00034"></a><span class="lineno"> 34</span> } <span class="keywordflow">else</span> {</div>
<div class="line"><a id="l00035" name="l00035"></a><span class="lineno"> 35</span> bopt = BinaryOpType::General;</div>
@@ -131,9 +145,9 @@ $(function(){ initResizable(false); });
<div class="line"><a id="l00038" name="l00038"></a><span class="lineno"> 38</span>}</div>
<div class="line"><a id="l00039" name="l00039"></a><span class="lineno"> 39</span> </div>
<div class="line"><a id="l00040" name="l00040"></a><span class="lineno"> 40</span><span class="keywordtype">void</span> set_binary_op_output_data(</div>
<div class="line"><a id="l00041" name="l00041"></a><span class="lineno"> 41</span> <span class="keyword">const</span> array&amp; a,</div>
<div class="line"><a id="l00042" name="l00042"></a><span class="lineno"> 42</span> <span class="keyword">const</span> array&amp; b,</div>
<div class="line"><a id="l00043" name="l00043"></a><span class="lineno"> 43</span> array&amp; out,</div>
<div class="line"><a id="l00041" name="l00041"></a><span class="lineno"> 41</span> <span class="keyword">const</span> <a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a>&amp; a,</div>
<div class="line"><a id="l00042" name="l00042"></a><span class="lineno"> 42</span> <span class="keyword">const</span> <a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a>&amp; b,</div>
<div class="line"><a id="l00043" name="l00043"></a><span class="lineno"> 43</span> <a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a>&amp; out,</div>
<div class="line"><a id="l00044" name="l00044"></a><span class="lineno"> 44</span> BinaryOpType bopt,</div>
<div class="line"><a id="l00045" name="l00045"></a><span class="lineno"> 45</span> <span class="keywordtype">bool</span> donate_with_move = <span class="keyword">false</span>) {</div>
<div class="line"><a id="l00046" name="l00046"></a><span class="lineno"> 46</span> <span class="keywordtype">bool</span> b_donatable = <a class="code hl_function" href="namespacemlx_1_1core.html#af650e831ce21759da1ac103037d08d84">is_donatable</a>(b, out);</div>
@@ -219,15 +233,15 @@ $(function(){ initResizable(false); });
<div class="line"><a id="l00126" name="l00126"></a><span class="lineno"> 126</span> </div>
<div class="line"><a id="l00127" name="l00127"></a><span class="lineno"> 127</span><span class="keyword">template</span> &lt;<span class="keyword">typename</span> T, <span class="keyword">typename</span> U, <span class="keyword">typename</span> Op&gt;</div>
<div class="line"><a id="l00128" name="l00128"></a><span class="lineno"> 128</span><span class="keyword">struct </span>DefaultVectorScalar {</div>
<div class="line"><a id="l00129" name="l00129"></a><span class="lineno"><a class="line" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c"> 129</a></span> Op <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>;</div>
<div class="line"><a id="l00129" name="l00129"></a><span class="lineno"> 129</span> Op op;</div>
<div class="line"><a id="l00130" name="l00130"></a><span class="lineno"> 130</span> </div>
<div class="line"><a id="l00131" name="l00131"></a><span class="lineno"> 131</span> DefaultVectorScalar(Op op_) : <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>(op_) {}</div>
<div class="line"><a id="l00131" name="l00131"></a><span class="lineno"> 131</span> DefaultVectorScalar(Op op_) : op(op_) {}</div>
<div class="line"><a id="l00132" name="l00132"></a><span class="lineno"> 132</span> </div>
<div class="line"><a id="l00133" name="l00133"></a><span class="lineno"> 133</span> <span class="keywordtype">void</span> operator()(<span class="keyword">const</span> T* a, <span class="keyword">const</span> T* b, U* dst, <span class="keywordtype">int</span> size) {</div>
<div class="line"><a id="l00134" name="l00134"></a><span class="lineno"> 134</span> T scalar = *b;</div>
<div class="line"><a id="l00135" name="l00135"></a><span class="lineno"> 135</span> <span class="keywordflow">while</span> (size-- &gt; 0) {</div>
<div class="line"><a id="l00136" name="l00136"></a><span class="lineno"> 136</span> *dst = <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>(*a, scalar);</div>
<div class="line"><a id="l00137" name="l00137"></a><span class="lineno"> 137</span> dst++;</div>
<div class="line"><a id="l00136" name="l00136"></a><span class="lineno"> 136</span> *<a class="code hl_function" href="namespacepocketfft_1_1detail.html#add0f231fc8a1ce01b90a90faeebcb4eb">dst</a> = op(*a, scalar);</div>
<div class="line"><a id="l00137" name="l00137"></a><span class="lineno"> 137</span> <a class="code hl_function" href="namespacepocketfft_1_1detail.html#add0f231fc8a1ce01b90a90faeebcb4eb">dst</a>++;</div>
<div class="line"><a id="l00138" name="l00138"></a><span class="lineno"> 138</span> a++;</div>
<div class="line"><a id="l00139" name="l00139"></a><span class="lineno"> 139</span> }</div>
<div class="line"><a id="l00140" name="l00140"></a><span class="lineno"> 140</span> }</div>
@@ -235,15 +249,15 @@ $(function(){ initResizable(false); });
<div class="line"><a id="l00142" name="l00142"></a><span class="lineno"> 142</span> </div>
<div class="line"><a id="l00143" name="l00143"></a><span class="lineno"> 143</span><span class="keyword">template</span> &lt;<span class="keyword">typename</span> T, <span class="keyword">typename</span> U, <span class="keyword">typename</span> Op&gt;</div>
<div class="line"><a id="l00144" name="l00144"></a><span class="lineno"> 144</span><span class="keyword">struct </span>DefaultScalarVector {</div>
<div class="line"><a id="l00145" name="l00145"></a><span class="lineno"> 145</span> Op <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>;</div>
<div class="line"><a id="l00145" name="l00145"></a><span class="lineno"> 145</span> Op op;</div>
<div class="line"><a id="l00146" name="l00146"></a><span class="lineno"> 146</span> </div>
<div class="line"><a id="l00147" name="l00147"></a><span class="lineno"> 147</span> DefaultScalarVector(Op op_) : <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>(op_) {}</div>
<div class="line"><a id="l00147" name="l00147"></a><span class="lineno"> 147</span> DefaultScalarVector(Op op_) : op(op_) {}</div>
<div class="line"><a id="l00148" name="l00148"></a><span class="lineno"> 148</span> </div>
<div class="line"><a id="l00149" name="l00149"></a><span class="lineno"> 149</span> <span class="keywordtype">void</span> operator()(<span class="keyword">const</span> T* a, <span class="keyword">const</span> T* b, U* dst, <span class="keywordtype">int</span> size) {</div>
<div class="line"><a id="l00150" name="l00150"></a><span class="lineno"> 150</span> T scalar = *a;</div>
<div class="line"><a id="l00151" name="l00151"></a><span class="lineno"> 151</span> <span class="keywordflow">while</span> (size-- &gt; 0) {</div>
<div class="line"><a id="l00152" name="l00152"></a><span class="lineno"> 152</span> *dst = <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>(scalar, *b);</div>
<div class="line"><a id="l00153" name="l00153"></a><span class="lineno"> 153</span> dst++;</div>
<div class="line"><a id="l00152" name="l00152"></a><span class="lineno"> 152</span> *<a class="code hl_function" href="namespacepocketfft_1_1detail.html#add0f231fc8a1ce01b90a90faeebcb4eb">dst</a> = op(scalar, *b);</div>
<div class="line"><a id="l00153" name="l00153"></a><span class="lineno"> 153</span> <a class="code hl_function" href="namespacepocketfft_1_1detail.html#add0f231fc8a1ce01b90a90faeebcb4eb">dst</a>++;</div>
<div class="line"><a id="l00154" name="l00154"></a><span class="lineno"> 154</span> b++;</div>
<div class="line"><a id="l00155" name="l00155"></a><span class="lineno"> 155</span> }</div>
<div class="line"><a id="l00156" name="l00156"></a><span class="lineno"> 156</span> }</div>
@@ -251,14 +265,14 @@ $(function(){ initResizable(false); });
<div class="line"><a id="l00158" name="l00158"></a><span class="lineno"> 158</span> </div>
<div class="line"><a id="l00159" name="l00159"></a><span class="lineno"> 159</span><span class="keyword">template</span> &lt;<span class="keyword">typename</span> T, <span class="keyword">typename</span> U, <span class="keyword">typename</span> Op&gt;</div>
<div class="line"><a id="l00160" name="l00160"></a><span class="lineno"> 160</span><span class="keyword">struct </span>DefaultVectorVector {</div>
<div class="line"><a id="l00161" name="l00161"></a><span class="lineno"> 161</span> Op <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>;</div>
<div class="line"><a id="l00161" name="l00161"></a><span class="lineno"> 161</span> Op op;</div>
<div class="line"><a id="l00162" name="l00162"></a><span class="lineno"> 162</span> </div>
<div class="line"><a id="l00163" name="l00163"></a><span class="lineno"> 163</span> DefaultVectorVector(Op op_) : <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>(op_) {}</div>
<div class="line"><a id="l00163" name="l00163"></a><span class="lineno"> 163</span> DefaultVectorVector(Op op_) : op(op_) {}</div>
<div class="line"><a id="l00164" name="l00164"></a><span class="lineno"> 164</span> </div>
<div class="line"><a id="l00165" name="l00165"></a><span class="lineno"> 165</span> <span class="keywordtype">void</span> operator()(<span class="keyword">const</span> T* a, <span class="keyword">const</span> T* b, U* dst, <span class="keywordtype">int</span> size) {</div>
<div class="line"><a id="l00166" name="l00166"></a><span class="lineno"> 166</span> <span class="keywordflow">while</span> (size-- &gt; 0) {</div>
<div class="line"><a id="l00167" name="l00167"></a><span class="lineno"> 167</span> *dst = <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>(*a, *b);</div>
<div class="line"><a id="l00168" name="l00168"></a><span class="lineno"> 168</span> dst++;</div>
<div class="line"><a id="l00167" name="l00167"></a><span class="lineno"> 167</span> *<a class="code hl_function" href="namespacepocketfft_1_1detail.html#add0f231fc8a1ce01b90a90faeebcb4eb">dst</a> = op(*a, *b);</div>
<div class="line"><a id="l00168" name="l00168"></a><span class="lineno"> 168</span> <a class="code hl_function" href="namespacepocketfft_1_1detail.html#add0f231fc8a1ce01b90a90faeebcb4eb">dst</a>++;</div>
<div class="line"><a id="l00169" name="l00169"></a><span class="lineno"> 169</span> a++;</div>
<div class="line"><a id="l00170" name="l00170"></a><span class="lineno"> 170</span> b++;</div>
<div class="line"><a id="l00171" name="l00171"></a><span class="lineno"> 171</span> }</div>
@@ -270,11 +284,11 @@ $(function(){ initResizable(false); });
<div class="line"><a id="l00177" name="l00177"></a><span class="lineno"> 177</span> <span class="keyword">const</span> T* a,</div>
<div class="line"><a id="l00178" name="l00178"></a><span class="lineno"> 178</span> <span class="keyword">const</span> T* b,</div>
<div class="line"><a id="l00179" name="l00179"></a><span class="lineno"> 179</span> U* out,</div>
<div class="line"><a id="l00180" name="l00180"></a><span class="lineno"> 180</span> Op <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>,</div>
<div class="line"><a id="l00181" name="l00181"></a><span class="lineno"> 181</span> <span class="keyword">const</span> std::vector&lt;int&gt;&amp; shape,</div>
<div class="line"><a id="l00182" name="l00182"></a><span class="lineno"> 182</span> <span class="keyword">const</span> std::vector&lt;size_t&gt;&amp; a_strides,</div>
<div class="line"><a id="l00183" name="l00183"></a><span class="lineno"> 183</span> <span class="keyword">const</span> std::vector&lt;size_t&gt;&amp; b_strides,</div>
<div class="line"><a id="l00184" name="l00184"></a><span class="lineno"> 184</span> <span class="keyword">const</span> std::vector&lt;size_t&gt;&amp; out_strides,</div>
<div class="line"><a id="l00180" name="l00180"></a><span class="lineno"> 180</span> Op op,</div>
<div class="line"><a id="l00181" name="l00181"></a><span class="lineno"> 181</span> <span class="keyword">const</span> <a class="code hl_typedef" href="namespacemlx_1_1core.html#a694e23f2d59606643728ad443d621416">Shape</a>&amp; shape,</div>
<div class="line"><a id="l00182" name="l00182"></a><span class="lineno"> 182</span> <span class="keyword">const</span> <a class="code hl_typedef" href="namespacemlx_1_1core.html#a79939016d0972ded7db37130da2a8b5c">Strides</a>&amp; a_strides,</div>
<div class="line"><a id="l00183" name="l00183"></a><span class="lineno"> 183</span> <span class="keyword">const</span> <a class="code hl_typedef" href="namespacemlx_1_1core.html#a79939016d0972ded7db37130da2a8b5c">Strides</a>&amp; b_strides,</div>
<div class="line"><a id="l00184" name="l00184"></a><span class="lineno"> 184</span> <span class="keyword">const</span> <a class="code hl_typedef" href="namespacemlx_1_1core.html#a79939016d0972ded7db37130da2a8b5c">Strides</a>&amp; out_strides,</div>
<div class="line"><a id="l00185" name="l00185"></a><span class="lineno"> 185</span> <span class="keywordtype">int</span> axis) {</div>
<div class="line"><a id="l00186" name="l00186"></a><span class="lineno"> 186</span> <span class="keyword">auto</span> stride_a = a_strides[axis];</div>
<div class="line"><a id="l00187" name="l00187"></a><span class="lineno"> 187</span> <span class="keyword">auto</span> stride_b = b_strides[axis];</div>
@@ -284,12 +298,12 @@ $(function(){ initResizable(false); });
<div class="line"><a id="l00191" name="l00191"></a><span class="lineno"> 191</span> <span class="keywordflow">for</span> (<span class="keywordtype">int</span> i = 0; i &lt; N; i++) {</div>
<div class="line"><a id="l00192" name="l00192"></a><span class="lineno"> 192</span> <span class="keywordflow">if</span> <span class="keyword">constexpr</span> (D &gt; 1) {</div>
<div class="line"><a id="l00193" name="l00193"></a><span class="lineno"> 193</span> binary_op_dims&lt;T, U, Op, D - 1, Strided&gt;(</div>
<div class="line"><a id="l00194" name="l00194"></a><span class="lineno"> 194</span> a, b, out, <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>, shape, a_strides, b_strides, out_strides, axis + 1);</div>
<div class="line"><a id="l00194" name="l00194"></a><span class="lineno"> 194</span> a, b, out, op, shape, a_strides, b_strides, out_strides, axis + 1);</div>
<div class="line"><a id="l00195" name="l00195"></a><span class="lineno"> 195</span> } <span class="keywordflow">else</span> {</div>
<div class="line"><a id="l00196" name="l00196"></a><span class="lineno"> 196</span> <span class="keywordflow">if</span> <span class="keyword">constexpr</span> (Strided) {</div>
<div class="line"><a id="l00197" name="l00197"></a><span class="lineno"> 197</span> <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>(a, b, out, stride_out);</div>
<div class="line"><a id="l00197" name="l00197"></a><span class="lineno"> 197</span> op(a, b, out, stride_out);</div>
<div class="line"><a id="l00198" name="l00198"></a><span class="lineno"> 198</span> } <span class="keywordflow">else</span> {</div>
<div class="line"><a id="l00199" name="l00199"></a><span class="lineno"> 199</span> *out = <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>(*a, *b);</div>
<div class="line"><a id="l00199" name="l00199"></a><span class="lineno"> 199</span> *out = op(*a, *b);</div>
<div class="line"><a id="l00200" name="l00200"></a><span class="lineno"> 200</span> }</div>
<div class="line"><a id="l00201" name="l00201"></a><span class="lineno"> 201</span> }</div>
<div class="line"><a id="l00202" name="l00202"></a><span class="lineno"> 202</span> out += stride_out;</div>
@@ -300,15 +314,15 @@ $(function(){ initResizable(false); });
<div class="line"><a id="l00207" name="l00207"></a><span class="lineno"> 207</span> </div>
<div class="line"><a id="l00208" name="l00208"></a><span class="lineno"> 208</span><span class="keyword">template</span> &lt;<span class="keyword">typename</span> T, <span class="keyword">typename</span> U, <span class="keywordtype">bool</span> Str<span class="keywordtype">id</span>ed, <span class="keyword">typename</span> Op&gt;</div>
<div class="line"><a id="l00209" name="l00209"></a><span class="lineno"> 209</span><span class="keywordtype">void</span> binary_op_dispatch_dims(</div>
<div class="line"><a id="l00210" name="l00210"></a><span class="lineno"> 210</span> <span class="keyword">const</span> array&amp; a,</div>
<div class="line"><a id="l00211" name="l00211"></a><span class="lineno"> 211</span> <span class="keyword">const</span> array&amp; b,</div>
<div class="line"><a id="l00212" name="l00212"></a><span class="lineno"> 212</span> array&amp; out,</div>
<div class="line"><a id="l00213" name="l00213"></a><span class="lineno"> 213</span> Op <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>,</div>
<div class="line"><a id="l00210" name="l00210"></a><span class="lineno"> 210</span> <span class="keyword">const</span> <a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a>&amp; a,</div>
<div class="line"><a id="l00211" name="l00211"></a><span class="lineno"> 211</span> <span class="keyword">const</span> <a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a>&amp; b,</div>
<div class="line"><a id="l00212" name="l00212"></a><span class="lineno"> 212</span> <a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a>&amp; out,</div>
<div class="line"><a id="l00213" name="l00213"></a><span class="lineno"> 213</span> Op op,</div>
<div class="line"><a id="l00214" name="l00214"></a><span class="lineno"> 214</span> <span class="keywordtype">int</span> dim,</div>
<div class="line"><a id="l00215" name="l00215"></a><span class="lineno"> 215</span> <span class="keyword">const</span> std::vector&lt;int&gt;&amp; shape,</div>
<div class="line"><a id="l00216" name="l00216"></a><span class="lineno"> 216</span> <span class="keyword">const</span> std::vector&lt;size_t&gt;&amp; a_strides,</div>
<div class="line"><a id="l00217" name="l00217"></a><span class="lineno"> 217</span> <span class="keyword">const</span> std::vector&lt;size_t&gt;&amp; b_strides,</div>
<div class="line"><a id="l00218" name="l00218"></a><span class="lineno"> 218</span> <span class="keyword">const</span> std::vector&lt;size_t&gt;&amp; out_strides) {</div>
<div class="line"><a id="l00215" name="l00215"></a><span class="lineno"> 215</span> <span class="keyword">const</span> <a class="code hl_typedef" href="namespacemlx_1_1core.html#a694e23f2d59606643728ad443d621416">Shape</a>&amp; shape,</div>
<div class="line"><a id="l00216" name="l00216"></a><span class="lineno"> 216</span> <span class="keyword">const</span> <a class="code hl_typedef" href="namespacemlx_1_1core.html#a79939016d0972ded7db37130da2a8b5c">Strides</a>&amp; a_strides,</div>
<div class="line"><a id="l00217" name="l00217"></a><span class="lineno"> 217</span> <span class="keyword">const</span> <a class="code hl_typedef" href="namespacemlx_1_1core.html#a79939016d0972ded7db37130da2a8b5c">Strides</a>&amp; b_strides,</div>
<div class="line"><a id="l00218" name="l00218"></a><span class="lineno"> 218</span> <span class="keyword">const</span> <a class="code hl_typedef" href="namespacemlx_1_1core.html#a79939016d0972ded7db37130da2a8b5c">Strides</a>&amp; out_strides) {</div>
<div class="line"><a id="l00219" name="l00219"></a><span class="lineno"> 219</span> <span class="keyword">const</span> T* a_ptr = a.data&lt;T&gt;();</div>
<div class="line"><a id="l00220" name="l00220"></a><span class="lineno"> 220</span> <span class="keyword">const</span> T* b_ptr = b.data&lt;T&gt;();</div>
<div class="line"><a id="l00221" name="l00221"></a><span class="lineno"> 221</span> U* out_ptr = out.data&lt;U&gt;();</div>
@@ -318,7 +332,7 @@ $(function(){ initResizable(false); });
<div class="line"><a id="l00225" name="l00225"></a><span class="lineno"> 225</span> a_ptr,</div>
<div class="line"><a id="l00226" name="l00226"></a><span class="lineno"> 226</span> b_ptr,</div>
<div class="line"><a id="l00227" name="l00227"></a><span class="lineno"> 227</span> out_ptr,</div>
<div class="line"><a id="l00228" name="l00228"></a><span class="lineno"> 228</span> <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>,</div>
<div class="line"><a id="l00228" name="l00228"></a><span class="lineno"> 228</span> op,</div>
<div class="line"><a id="l00229" name="l00229"></a><span class="lineno"> 229</span> shape,</div>
<div class="line"><a id="l00230" name="l00230"></a><span class="lineno"> 230</span> a_strides,</div>
<div class="line"><a id="l00231" name="l00231"></a><span class="lineno"> 231</span> b_strides,</div>
@@ -330,7 +344,7 @@ $(function(){ initResizable(false); });
<div class="line"><a id="l00237" name="l00237"></a><span class="lineno"> 237</span> a_ptr,</div>
<div class="line"><a id="l00238" name="l00238"></a><span class="lineno"> 238</span> b_ptr,</div>
<div class="line"><a id="l00239" name="l00239"></a><span class="lineno"> 239</span> out_ptr,</div>
<div class="line"><a id="l00240" name="l00240"></a><span class="lineno"> 240</span> <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>,</div>
<div class="line"><a id="l00240" name="l00240"></a><span class="lineno"> 240</span> op,</div>
<div class="line"><a id="l00241" name="l00241"></a><span class="lineno"> 241</span> shape,</div>
<div class="line"><a id="l00242" name="l00242"></a><span class="lineno"> 242</span> a_strides,</div>
<div class="line"><a id="l00243" name="l00243"></a><span class="lineno"> 243</span> b_strides,</div>
@@ -342,7 +356,7 @@ $(function(){ initResizable(false); });
<div class="line"><a id="l00249" name="l00249"></a><span class="lineno"> 249</span> a_ptr,</div>
<div class="line"><a id="l00250" name="l00250"></a><span class="lineno"> 250</span> b_ptr,</div>
<div class="line"><a id="l00251" name="l00251"></a><span class="lineno"> 251</span> out_ptr,</div>
<div class="line"><a id="l00252" name="l00252"></a><span class="lineno"> 252</span> <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>,</div>
<div class="line"><a id="l00252" name="l00252"></a><span class="lineno"> 252</span> op,</div>
<div class="line"><a id="l00253" name="l00253"></a><span class="lineno"> 253</span> shape,</div>
<div class="line"><a id="l00254" name="l00254"></a><span class="lineno"> 254</span> a_strides,</div>
<div class="line"><a id="l00255" name="l00255"></a><span class="lineno"> 255</span> b_strides,</div>
@@ -351,15 +365,15 @@ $(function(){ initResizable(false); });
<div class="line"><a id="l00258" name="l00258"></a><span class="lineno"> 258</span> <span class="keywordflow">return</span>;</div>
<div class="line"><a id="l00259" name="l00259"></a><span class="lineno"> 259</span> }</div>
<div class="line"><a id="l00260" name="l00260"></a><span class="lineno"> 260</span> </div>
<div class="line"><a id="l00261" name="l00261"></a><span class="lineno"> 261</span> ContiguousIterator&lt;size_t&gt; a_it(shape, a_strides, dim - 3);</div>
<div class="line"><a id="l00262" name="l00262"></a><span class="lineno"> 262</span> ContiguousIterator&lt;size_t&gt; b_it(shape, b_strides, dim - 3);</div>
<div class="line"><a id="l00263" name="l00263"></a><span class="lineno"> 263</span> <span class="keywordtype">size_t</span> stride = out_strides[dim - 4];</div>
<div class="line"><a id="l00264" name="l00264"></a><span class="lineno"> 264</span> <span class="keywordflow">for</span> (<span class="keywordtype">size_t</span> elem = 0; elem &lt; a.size(); elem += stride) {</div>
<div class="line"><a id="l00261" name="l00261"></a><span class="lineno"> 261</span> <a class="code hl_struct" href="structmlx_1_1core_1_1_contiguous_iterator.html">ContiguousIterator</a> a_it(shape, a_strides, dim - 3);</div>
<div class="line"><a id="l00262" name="l00262"></a><span class="lineno"> 262</span> <a class="code hl_struct" href="structmlx_1_1core_1_1_contiguous_iterator.html">ContiguousIterator</a> b_it(shape, b_strides, dim - 3);</div>
<div class="line"><a id="l00263" name="l00263"></a><span class="lineno"> 263</span> <span class="keyword">auto</span> stride = out_strides[dim - 4];</div>
<div class="line"><a id="l00264" name="l00264"></a><span class="lineno"> 264</span> <span class="keywordflow">for</span> (int64_t elem = 0; elem &lt; a.size(); elem += stride) {</div>
<div class="line"><a id="l00265" name="l00265"></a><span class="lineno"> 265</span> binary_op_dims&lt;T, U, Op, 3, Strided&gt;(</div>
<div class="line"><a id="l00266" name="l00266"></a><span class="lineno"> 266</span> a_ptr + a_it.loc,</div>
<div class="line"><a id="l00267" name="l00267"></a><span class="lineno"> 267</span> b_ptr + b_it.loc,</div>
<div class="line"><a id="l00268" name="l00268"></a><span class="lineno"> 268</span> out_ptr + elem,</div>
<div class="line"><a id="l00269" name="l00269"></a><span class="lineno"> 269</span> <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>,</div>
<div class="line"><a id="l00269" name="l00269"></a><span class="lineno"> 269</span> op,</div>
<div class="line"><a id="l00270" name="l00270"></a><span class="lineno"> 270</span> shape,</div>
<div class="line"><a id="l00271" name="l00271"></a><span class="lineno"> 271</span> a_strides,</div>
<div class="line"><a id="l00272" name="l00272"></a><span class="lineno"> 272</span> b_strides,</div>
@@ -378,10 +392,10 @@ $(function(){ initResizable(false); });
<div class="line"><a id="l00285" name="l00285"></a><span class="lineno"> 285</span> <span class="keyword">typename</span> OpVS,</div>
<div class="line"><a id="l00286" name="l00286"></a><span class="lineno"> 286</span> <span class="keyword">typename</span> OpVV&gt;</div>
<div class="line"><a id="l00287" name="l00287"></a><span class="lineno"> 287</span><span class="keywordtype">void</span> binary_op(</div>
<div class="line"><a id="l00288" name="l00288"></a><span class="lineno"> 288</span> <span class="keyword">const</span> array&amp; a,</div>
<div class="line"><a id="l00289" name="l00289"></a><span class="lineno"> 289</span> <span class="keyword">const</span> array&amp; b,</div>
<div class="line"><a id="l00290" name="l00290"></a><span class="lineno"> 290</span> array&amp; out,</div>
<div class="line"><a id="l00291" name="l00291"></a><span class="lineno"> 291</span> Op <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>,</div>
<div class="line"><a id="l00288" name="l00288"></a><span class="lineno"> 288</span> <span class="keyword">const</span> <a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a>&amp; a,</div>
<div class="line"><a id="l00289" name="l00289"></a><span class="lineno"> 289</span> <span class="keyword">const</span> <a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a>&amp; b,</div>
<div class="line"><a id="l00290" name="l00290"></a><span class="lineno"> 290</span> <a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a>&amp; out,</div>
<div class="line"><a id="l00291" name="l00291"></a><span class="lineno"> 291</span> Op op,</div>
<div class="line"><a id="l00292" name="l00292"></a><span class="lineno"> 292</span> OpSV opsv,</div>
<div class="line"><a id="l00293" name="l00293"></a><span class="lineno"> 293</span> OpVS opvs,</div>
<div class="line"><a id="l00294" name="l00294"></a><span class="lineno"> 294</span> OpVV opvv) {</div>
@@ -390,7 +404,7 @@ $(function(){ initResizable(false); });
<div class="line"><a id="l00297" name="l00297"></a><span class="lineno"> 297</span> </div>
<div class="line"><a id="l00298" name="l00298"></a><span class="lineno"> 298</span> <span class="comment">// The full computation is scalar scalar so call the base op once</span></div>
<div class="line"><a id="l00299" name="l00299"></a><span class="lineno"> 299</span> <span class="keywordflow">if</span> (bopt == BinaryOpType::ScalarScalar) {</div>
<div class="line"><a id="l00300" name="l00300"></a><span class="lineno"> 300</span> *(out.data&lt;U&gt;()) = <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>(*a.data&lt;T&gt;(), *b.data&lt;T&gt;());</div>
<div class="line"><a id="l00300" name="l00300"></a><span class="lineno"> 300</span> *(out.data&lt;U&gt;()) = op(*a.data&lt;T&gt;(), *b.data&lt;T&gt;());</div>
<div class="line"><a id="l00301" name="l00301"></a><span class="lineno"> 301</span> <span class="keywordflow">return</span>;</div>
<div class="line"><a id="l00302" name="l00302"></a><span class="lineno"> 302</span> }</div>
<div class="line"><a id="l00303" name="l00303"></a><span class="lineno"> 303</span> </div>
@@ -413,14 +427,14 @@ $(function(){ initResizable(false); });
<div class="line"><a id="l00320" name="l00320"></a><span class="lineno"> 320</span> }</div>
<div class="line"><a id="l00321" name="l00321"></a><span class="lineno"> 321</span> </div>
<div class="line"><a id="l00322" name="l00322"></a><span class="lineno"> 322</span> <span class="comment">// General computation so let&#39;s try to optimize</span></div>
<div class="line"><a id="l00323" name="l00323"></a><span class="lineno"> 323</span> <span class="keyword">auto</span> [new_shape, new_strides] = <a class="code hl_function" href="namespacemlx_1_1core.html#a38fe6ec5220d13d96c7dad7556d2b613">collapse_contiguous_dims</a>(</div>
<div class="line"><a id="l00323" name="l00323"></a><span class="lineno"> 323</span> <span class="keyword">auto</span> [new_shape, new_strides] = <a class="code hl_function" href="namespacemlx_1_1core.html#a4d594bb84abeff4619d1abb77b20123e">collapse_contiguous_dims</a>(</div>
<div class="line"><a id="l00324" name="l00324"></a><span class="lineno"> 324</span> a.shape(), {a.strides(), b.strides(), out.strides()});</div>
<div class="line"><a id="l00325" name="l00325"></a><span class="lineno"> 325</span> <span class="keyword">const</span> <span class="keyword">auto</span>&amp; a_strides = new_strides[0];</div>
<div class="line"><a id="l00326" name="l00326"></a><span class="lineno"> 326</span> <span class="keyword">const</span> <span class="keyword">auto</span>&amp; b_strides = new_strides[1];</div>
<div class="line"><a id="l00327" name="l00327"></a><span class="lineno"> 327</span> <span class="keyword">const</span> <span class="keyword">auto</span>&amp; strides = new_strides[2];</div>
<div class="line"><a id="l00328" name="l00328"></a><span class="lineno"> 328</span> </div>
<div class="line"><a id="l00329" name="l00329"></a><span class="lineno"> 329</span> <span class="comment">// Get the left-most dim such that the array is row contiguous after</span></div>
<div class="line"><a id="l00330" name="l00330"></a><span class="lineno"> 330</span> <span class="keyword">auto</span> leftmost_rc_dim = [&amp;strides](<span class="keyword">const</span> std::vector&lt;size_t&gt;&amp; arr_strides) {</div>
<div class="line"><a id="l00330" name="l00330"></a><span class="lineno"> 330</span> <span class="keyword">auto</span> leftmost_rc_dim = [&amp;strides](<span class="keyword">const</span> <span class="keyword">auto</span>&amp; arr_strides) {</div>
<div class="line"><a id="l00331" name="l00331"></a><span class="lineno"> 331</span> <span class="keywordtype">int</span> d = arr_strides.size() - 1;</div>
<div class="line"><a id="l00332" name="l00332"></a><span class="lineno"> 332</span> <span class="keywordflow">for</span> (; d &gt;= 0 &amp;&amp; arr_strides[d] == strides[d]; d--) {</div>
<div class="line"><a id="l00333" name="l00333"></a><span class="lineno"> 333</span> }</div>
@@ -430,7 +444,7 @@ $(function(){ initResizable(false); });
<div class="line"><a id="l00337" name="l00337"></a><span class="lineno"> 337</span> <span class="keyword">auto</span> b_rc_dim = leftmost_rc_dim(b_strides);</div>
<div class="line"><a id="l00338" name="l00338"></a><span class="lineno"> 338</span> </div>
<div class="line"><a id="l00339" name="l00339"></a><span class="lineno"> 339</span> <span class="comment">// Get the left-most dim such that the array is a broadcasted &quot;scalar&quot; after</span></div>
<div class="line"><a id="l00340" name="l00340"></a><span class="lineno"> 340</span> <span class="keyword">auto</span> leftmost_s_dim = [](<span class="keyword">const</span> std::vector&lt;size_t&gt;&amp; arr_strides) {</div>
<div class="line"><a id="l00340" name="l00340"></a><span class="lineno"> 340</span> <span class="keyword">auto</span> leftmost_s_dim = [](<span class="keyword">const</span> <span class="keyword">auto</span>&amp; arr_strides) {</div>
<div class="line"><a id="l00341" name="l00341"></a><span class="lineno"> 341</span> <span class="keywordtype">int</span> d = arr_strides.size() - 1;</div>
<div class="line"><a id="l00342" name="l00342"></a><span class="lineno"> 342</span> <span class="keywordflow">for</span> (; d &gt;= 0 &amp;&amp; arr_strides[d] == 0; d--) {</div>
<div class="line"><a id="l00343" name="l00343"></a><span class="lineno"> 343</span> }</div>
@@ -481,17 +495,17 @@ $(function(){ initResizable(false); });
<div class="line"><a id="l00388" name="l00388"></a><span class="lineno"> 388</span> <span class="keywordflow">break</span>;</div>
<div class="line"><a id="l00389" name="l00389"></a><span class="lineno"> 389</span> <span class="keywordflow">default</span>:</div>
<div class="line"><a id="l00390" name="l00390"></a><span class="lineno"> 390</span> binary_op_dispatch_dims&lt;T, U, false&gt;(</div>
<div class="line"><a id="l00391" name="l00391"></a><span class="lineno"> 391</span> a, b, out, <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>, dim, new_shape, a_strides, b_strides, strides);</div>
<div class="line"><a id="l00391" name="l00391"></a><span class="lineno"> 391</span> a, b, out, op, dim, new_shape, a_strides, b_strides, strides);</div>
<div class="line"><a id="l00392" name="l00392"></a><span class="lineno"> 392</span> <span class="keywordflow">break</span>;</div>
<div class="line"><a id="l00393" name="l00393"></a><span class="lineno"> 393</span> }</div>
<div class="line"><a id="l00394" name="l00394"></a><span class="lineno"> 394</span>}</div>
<div class="line"><a id="l00395" name="l00395"></a><span class="lineno"> 395</span> </div>
<div class="line"><a id="l00396" name="l00396"></a><span class="lineno"> 396</span><span class="keyword">template</span> &lt;<span class="keyword">typename</span> T, <span class="keyword">typename</span> Op, <span class="keyword">typename</span> OpSV, <span class="keyword">typename</span> OpVS, <span class="keyword">typename</span> OpVV&gt;</div>
<div class="line"><a id="l00397" name="l00397"></a><span class="lineno"> 397</span><span class="keywordtype">void</span> binary_op(</div>
<div class="line"><a id="l00398" name="l00398"></a><span class="lineno"> 398</span> <span class="keyword">const</span> array&amp; a,</div>
<div class="line"><a id="l00399" name="l00399"></a><span class="lineno"> 399</span> <span class="keyword">const</span> array&amp; b,</div>
<div class="line"><a id="l00400" name="l00400"></a><span class="lineno"> 400</span> array&amp; out,</div>
<div class="line"><a id="l00401" name="l00401"></a><span class="lineno"> 401</span> Op <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>,</div>
<div class="line"><a id="l00398" name="l00398"></a><span class="lineno"> 398</span> <span class="keyword">const</span> <a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a>&amp; a,</div>
<div class="line"><a id="l00399" name="l00399"></a><span class="lineno"> 399</span> <span class="keyword">const</span> <a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a>&amp; b,</div>
<div class="line"><a id="l00400" name="l00400"></a><span class="lineno"> 400</span> <a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a>&amp; out,</div>
<div class="line"><a id="l00401" name="l00401"></a><span class="lineno"> 401</span> Op op,</div>
<div class="line"><a id="l00402" name="l00402"></a><span class="lineno"> 402</span> OpSV opsv,</div>
<div class="line"><a id="l00403" name="l00403"></a><span class="lineno"> 403</span> OpVS opvs,</div>
<div class="line"><a id="l00404" name="l00404"></a><span class="lineno"> 404</span> OpVV opvv) {</div>
@@ -506,19 +520,19 @@ $(function(){ initResizable(false); });
<div class="line"><a id="l00413" name="l00413"></a><span class="lineno"> 413</span> a,</div>
<div class="line"><a id="l00414" name="l00414"></a><span class="lineno"> 414</span> b,</div>
<div class="line"><a id="l00415" name="l00415"></a><span class="lineno"> 415</span> out,</div>
<div class="line"><a id="l00416" name="l00416"></a><span class="lineno"> 416</span> <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>,</div>
<div class="line"><a id="l00417" name="l00417"></a><span class="lineno"> 417</span> DefaultScalarVector&lt;T, T, Op&gt;(<a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>),</div>
<div class="line"><a id="l00418" name="l00418"></a><span class="lineno"> 418</span> DefaultVectorScalar&lt;T, T, Op&gt;(<a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>),</div>
<div class="line"><a id="l00419" name="l00419"></a><span class="lineno"> 419</span> DefaultVectorVector&lt;T, T, Op&gt;(<a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>));</div>
<div class="line"><a id="l00416" name="l00416"></a><span class="lineno"> 416</span> op,</div>
<div class="line"><a id="l00417" name="l00417"></a><span class="lineno"> 417</span> DefaultScalarVector&lt;T, T, Op&gt;(op),</div>
<div class="line"><a id="l00418" name="l00418"></a><span class="lineno"> 418</span> DefaultVectorScalar&lt;T, T, Op&gt;(op),</div>
<div class="line"><a id="l00419" name="l00419"></a><span class="lineno"> 419</span> DefaultVectorVector&lt;T, T, Op&gt;(op));</div>
<div class="line"><a id="l00420" name="l00420"></a><span class="lineno"> 420</span> } <span class="keywordflow">else</span> {</div>
<div class="line"><a id="l00421" name="l00421"></a><span class="lineno"> 421</span> <span class="comment">// opsv and opvs were UseDefaultBinaryOp</span></div>
<div class="line"><a id="l00422" name="l00422"></a><span class="lineno"> 422</span> binary_op&lt;T, T&gt;(</div>
<div class="line"><a id="l00423" name="l00423"></a><span class="lineno"> 423</span> a,</div>
<div class="line"><a id="l00424" name="l00424"></a><span class="lineno"> 424</span> b,</div>
<div class="line"><a id="l00425" name="l00425"></a><span class="lineno"> 425</span> out,</div>
<div class="line"><a id="l00426" name="l00426"></a><span class="lineno"> 426</span> <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>,</div>
<div class="line"><a id="l00427" name="l00427"></a><span class="lineno"> 427</span> DefaultScalarVector&lt;T, T, Op&gt;(<a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>),</div>
<div class="line"><a id="l00428" name="l00428"></a><span class="lineno"> 428</span> DefaultVectorScalar&lt;T, T, Op&gt;(<a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>),</div>
<div class="line"><a id="l00426" name="l00426"></a><span class="lineno"> 426</span> op,</div>
<div class="line"><a id="l00427" name="l00427"></a><span class="lineno"> 427</span> DefaultScalarVector&lt;T, T, Op&gt;(op),</div>
<div class="line"><a id="l00428" name="l00428"></a><span class="lineno"> 428</span> DefaultVectorScalar&lt;T, T, Op&gt;(op),</div>
<div class="line"><a id="l00429" name="l00429"></a><span class="lineno"> 429</span> opvv);</div>
<div class="line"><a id="l00430" name="l00430"></a><span class="lineno"> 430</span> }</div>
<div class="line"><a id="l00431" name="l00431"></a><span class="lineno"> 431</span> } <span class="keywordflow">else</span> <span class="keywordflow">if</span> <span class="keyword">constexpr</span> (std::is_same&lt;<span class="keyword">decltype</span>(opvv), UseDefaultBinaryOp&gt;::</div>
@@ -528,14 +542,14 @@ $(function(){ initResizable(false); });
<div class="line"><a id="l00435" name="l00435"></a><span class="lineno"> 435</span> a,</div>
<div class="line"><a id="l00436" name="l00436"></a><span class="lineno"> 436</span> b,</div>
<div class="line"><a id="l00437" name="l00437"></a><span class="lineno"> 437</span> out,</div>
<div class="line"><a id="l00438" name="l00438"></a><span class="lineno"> 438</span> <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>,</div>
<div class="line"><a id="l00439" name="l00439"></a><span class="lineno"> 439</span> DefaultScalarVector&lt;T, T, Op&gt;(<a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>),</div>
<div class="line"><a id="l00438" name="l00438"></a><span class="lineno"> 438</span> op,</div>
<div class="line"><a id="l00439" name="l00439"></a><span class="lineno"> 439</span> DefaultScalarVector&lt;T, T, Op&gt;(op),</div>
<div class="line"><a id="l00440" name="l00440"></a><span class="lineno"> 440</span> opvs,</div>
<div class="line"><a id="l00441" name="l00441"></a><span class="lineno"> 441</span> DefaultVectorVector&lt;T, T, Op&gt;(<a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>));</div>
<div class="line"><a id="l00441" name="l00441"></a><span class="lineno"> 441</span> DefaultVectorVector&lt;T, T, Op&gt;(op));</div>
<div class="line"><a id="l00442" name="l00442"></a><span class="lineno"> 442</span> } <span class="keywordflow">else</span> {</div>
<div class="line"><a id="l00443" name="l00443"></a><span class="lineno"> 443</span> <span class="comment">// opsv was UseDefaultBinaryOp</span></div>
<div class="line"><a id="l00444" name="l00444"></a><span class="lineno"> 444</span> binary_op&lt;T, T&gt;(</div>
<div class="line"><a id="l00445" name="l00445"></a><span class="lineno"> 445</span> a, b, out, <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>, DefaultScalarVector&lt;T, T, Op&gt;(<a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>), opvs, opvv);</div>
<div class="line"><a id="l00445" name="l00445"></a><span class="lineno"> 445</span> a, b, out, op, DefaultScalarVector&lt;T, T, Op&gt;(op), opvs, opvv);</div>
<div class="line"><a id="l00446" name="l00446"></a><span class="lineno"> 446</span> }</div>
<div class="line"><a id="l00447" name="l00447"></a><span class="lineno"> 447</span> } <span class="keywordflow">else</span> <span class="keywordflow">if</span> <span class="keyword">constexpr</span> (std::is_same&lt;<span class="keyword">decltype</span>(opvs), UseDefaultBinaryOp&gt;::</div>
<div class="line"><a id="l00448" name="l00448"></a><span class="lineno"> 448</span> value) {</div>
@@ -545,36 +559,36 @@ $(function(){ initResizable(false); });
<div class="line"><a id="l00452" name="l00452"></a><span class="lineno"> 452</span> a,</div>
<div class="line"><a id="l00453" name="l00453"></a><span class="lineno"> 453</span> b,</div>
<div class="line"><a id="l00454" name="l00454"></a><span class="lineno"> 454</span> out,</div>
<div class="line"><a id="l00455" name="l00455"></a><span class="lineno"> 455</span> <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>,</div>
<div class="line"><a id="l00455" name="l00455"></a><span class="lineno"> 455</span> op,</div>
<div class="line"><a id="l00456" name="l00456"></a><span class="lineno"> 456</span> opsv,</div>
<div class="line"><a id="l00457" name="l00457"></a><span class="lineno"> 457</span> DefaultVectorScalar&lt;T, T, Op&gt;(<a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>),</div>
<div class="line"><a id="l00458" name="l00458"></a><span class="lineno"> 458</span> DefaultVectorVector&lt;T, T, Op&gt;(<a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>));</div>
<div class="line"><a id="l00457" name="l00457"></a><span class="lineno"> 457</span> DefaultVectorScalar&lt;T, T, Op&gt;(op),</div>
<div class="line"><a id="l00458" name="l00458"></a><span class="lineno"> 458</span> DefaultVectorVector&lt;T, T, Op&gt;(op));</div>
<div class="line"><a id="l00459" name="l00459"></a><span class="lineno"> 459</span> } <span class="keywordflow">else</span> {</div>
<div class="line"><a id="l00460" name="l00460"></a><span class="lineno"> 460</span> <span class="comment">// opvs was UseDefaultBinaryOp</span></div>
<div class="line"><a id="l00461" name="l00461"></a><span class="lineno"> 461</span> binary_op&lt;T, T&gt;(</div>
<div class="line"><a id="l00462" name="l00462"></a><span class="lineno"> 462</span> a, b, out, <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>, opsv, DefaultVectorScalar&lt;T, T, Op&gt;(<a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>), opvv);</div>
<div class="line"><a id="l00462" name="l00462"></a><span class="lineno"> 462</span> a, b, out, op, opsv, DefaultVectorScalar&lt;T, T, Op&gt;(op), opvv);</div>
<div class="line"><a id="l00463" name="l00463"></a><span class="lineno"> 463</span> }</div>
<div class="line"><a id="l00464" name="l00464"></a><span class="lineno"> 464</span> } <span class="keywordflow">else</span> <span class="keywordflow">if</span> <span class="keyword">constexpr</span> (std::is_same&lt;<span class="keyword">decltype</span>(opvv), UseDefaultBinaryOp&gt;::</div>
<div class="line"><a id="l00465" name="l00465"></a><span class="lineno"> 465</span> value) {</div>
<div class="line"><a id="l00466" name="l00466"></a><span class="lineno"> 466</span> <span class="comment">// opvv was UseDefaultBinaryOp</span></div>
<div class="line"><a id="l00467" name="l00467"></a><span class="lineno"> 467</span> binary_op&lt;T, T&gt;(</div>
<div class="line"><a id="l00468" name="l00468"></a><span class="lineno"> 468</span> a, b, out, <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>, opsv, opvs, DefaultVectorVector&lt;T, T, Op&gt;(<a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>));</div>
<div class="line"><a id="l00468" name="l00468"></a><span class="lineno"> 468</span> a, b, out, op, opsv, opvs, DefaultVectorVector&lt;T, T, Op&gt;(op));</div>
<div class="line"><a id="l00469" name="l00469"></a><span class="lineno"> 469</span> } <span class="keywordflow">else</span> {</div>
<div class="line"><a id="l00470" name="l00470"></a><span class="lineno"> 470</span> <span class="comment">// All ops provided</span></div>
<div class="line"><a id="l00471" name="l00471"></a><span class="lineno"> 471</span> binary_op&lt;T, T&gt;(a, b, out, <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>, opsv, opvs, opvv);</div>
<div class="line"><a id="l00471" name="l00471"></a><span class="lineno"> 471</span> binary_op&lt;T, T&gt;(a, b, out, op, opsv, opvs, opvv);</div>
<div class="line"><a id="l00472" name="l00472"></a><span class="lineno"> 472</span> }</div>
<div class="line"><a id="l00473" name="l00473"></a><span class="lineno"> 473</span>}</div>
<div class="line"><a id="l00474" name="l00474"></a><span class="lineno"> 474</span> </div>
<div class="line"><a id="l00475" name="l00475"></a><span class="lineno"> 475</span><span class="keyword">template</span> &lt;<span class="keyword">typename</span> T, <span class="keyword">typename</span> Op&gt;</div>
<div class="line"><a id="l00476" name="l00476"></a><span class="lineno"> 476</span><span class="keywordtype">void</span> binary_op(<span class="keyword">const</span> array&amp; a, <span class="keyword">const</span> array&amp; b, array&amp; out, Op <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>) {</div>
<div class="line"><a id="l00477" name="l00477"></a><span class="lineno"> 477</span> DefaultScalarVector&lt;T, T, Op&gt; opsv(<a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>);</div>
<div class="line"><a id="l00478" name="l00478"></a><span class="lineno"> 478</span> DefaultVectorScalar&lt;T, T, Op&gt; opvs(<a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>);</div>
<div class="line"><a id="l00479" name="l00479"></a><span class="lineno"> 479</span> DefaultVectorVector&lt;T, T, Op&gt; opvv(<a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>);</div>
<div class="line"><a id="l00480" name="l00480"></a><span class="lineno"> 480</span> binary_op&lt;T, T&gt;(a, b, out, <a class="code hl_variable" href="common_2binary_8h.html#a70228731d29946574b238d21fb4b360c">op</a>, opsv, opvs, opvv);</div>
<div class="line"><a id="l00476" name="l00476"></a><span class="lineno"> 476</span><span class="keywordtype">void</span> binary_op(<span class="keyword">const</span> <a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a>&amp; a, <span class="keyword">const</span> <a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a>&amp; b, <a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a>&amp; out, Op op) {</div>
<div class="line"><a id="l00477" name="l00477"></a><span class="lineno"> 477</span> DefaultScalarVector&lt;T, T, Op&gt; opsv(op);</div>
<div class="line"><a id="l00478" name="l00478"></a><span class="lineno"> 478</span> DefaultVectorScalar&lt;T, T, Op&gt; opvs(op);</div>
<div class="line"><a id="l00479" name="l00479"></a><span class="lineno"> 479</span> DefaultVectorVector&lt;T, T, Op&gt; opvv(op);</div>
<div class="line"><a id="l00480" name="l00480"></a><span class="lineno"> 480</span> binary_op&lt;T, T&gt;(a, b, out, op, opsv, opvs, opvv);</div>
<div class="line"><a id="l00481" name="l00481"></a><span class="lineno"> 481</span>}</div>
<div class="line"><a id="l00482" name="l00482"></a><span class="lineno"> 482</span> </div>
<div class="line"><a id="l00483" name="l00483"></a><span class="lineno"> 483</span><span class="keyword">template</span> &lt;<span class="keyword">typename</span>... Ops&gt;</div>
<div class="line"><a id="l00484" name="l00484"></a><span class="lineno"> 484</span><span class="keywordtype">void</span> <a class="code hl_function" href="namespacemlx_1_1core_1_1metal.html#a269d591ec02e2f7c0f7a718fbfa37f73">binary</a>(<span class="keyword">const</span> array&amp; a, <span class="keyword">const</span> array&amp; b, array&amp; out, Ops... ops) {</div>
<div class="line"><a id="l00484" name="l00484"></a><span class="lineno"> 484</span><span class="keywordtype">void</span> <a class="code hl_function" href="namespacemlx_1_1core_1_1metal.html#a269d591ec02e2f7c0f7a718fbfa37f73">binary</a>(<span class="keyword">const</span> <a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a>&amp; a, <span class="keyword">const</span> <a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a>&amp; b, <a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a>&amp; out, Ops... ops) {</div>
<div class="line"><a id="l00485" name="l00485"></a><span class="lineno"> 485</span> <span class="keywordflow">switch</span> (out.dtype()) {</div>
<div class="line"><a id="l00486" name="l00486"></a><span class="lineno"> 486</span> <span class="keywordflow">case</span> <a class="code hl_variable" href="namespacemlx_1_1core.html#a113d2bac7e4aa6a4cb4a5c3242527b82">bool_</a>:</div>
<div class="line"><a id="l00487" name="l00487"></a><span class="lineno"> 487</span> binary_op&lt;bool&gt;(a, b, out, ops...);</div>
@@ -624,31 +638,37 @@ $(function(){ initResizable(false); });
<div class="ttc" id="aallocator_8h_html"><div class="ttname"><a href="allocator_8h.html">allocator.h</a></div></div>
<div class="ttc" id="aarray_8h_html"><div class="ttname"><a href="array_8h.html">array.h</a></div></div>
<div class="ttc" id="abackend_2common_2utils_8h_html"><div class="ttname"><a href="backend_2common_2utils_8h.html">utils.h</a></div></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:129</div></div>
<div class="ttc" id="aclassmlx_1_1core_1_1array_html"><div class="ttname"><a href="classmlx_1_1core_1_1array.html">mlx::core::array</a></div><div class="ttdef"><b>Definition</b> array.h:24</div></div>
<div class="ttc" id="anamespacemlx_1_1core_1_1allocator_html_a86ac0a11ff78f21e717f641716c34abc"><div class="ttname"><a href="namespacemlx_1_1core_1_1allocator.html#a86ac0a11ff78f21e717f641716c34abc">mlx::core::allocator::malloc_or_wait</a></div><div class="ttdeci">Buffer malloc_or_wait(size_t size)</div></div>
<div class="ttc" id="anamespacemlx_1_1core_1_1metal_html_a269d591ec02e2f7c0f7a718fbfa37f73"><div class="ttname"><a href="namespacemlx_1_1core_1_1metal.html#a269d591ec02e2f7c0f7a718fbfa37f73">mlx::core::metal::binary</a></div><div class="ttdeci">const char * binary()</div></div>
<div class="ttc" id="anamespacemlx_1_1core_html"><div class="ttname"><a href="namespacemlx_1_1core.html">mlx::core</a></div><div class="ttdef"><b>Definition</b> allocator.h:7</div></div>
<div class="ttc" id="anamespacemlx_1_1core_html_a113d2bac7e4aa6a4cb4a5c3242527b82"><div class="ttname"><a href="namespacemlx_1_1core.html#a113d2bac7e4aa6a4cb4a5c3242527b82">mlx::core::bool_</a></div><div class="ttdeci">constexpr Dtype bool_</div><div class="ttdef"><b>Definition</b> dtype.h:67</div></div>
<div class="ttc" id="anamespacemlx_1_1core_html_a1f42e3dd4787d2ecec7114a12daefec8"><div class="ttname"><a href="namespacemlx_1_1core.html#a1f42e3dd4787d2ecec7114a12daefec8">mlx::core::uint64</a></div><div class="ttdeci">constexpr Dtype uint64</div><div class="ttdef"><b>Definition</b> dtype.h:72</div></div>
<div class="ttc" id="anamespacemlx_1_1core_html_a312a70c487366968af5e6cbf5038c812"><div class="ttname"><a href="namespacemlx_1_1core.html#a312a70c487366968af5e6cbf5038c812">mlx::core::uint16</a></div><div class="ttdeci">constexpr Dtype uint16</div><div class="ttdef"><b>Definition</b> dtype.h:70</div></div>
<div class="ttc" id="anamespacemlx_1_1core_html_a38fe6ec5220d13d96c7dad7556d2b613"><div class="ttname"><a href="namespacemlx_1_1core.html#a38fe6ec5220d13d96c7dad7556d2b613">mlx::core::collapse_contiguous_dims</a></div><div class="ttdeci">std::tuple&lt; std::vector&lt; int &gt;, std::vector&lt; std::vector&lt; int64_t &gt; &gt; &gt; collapse_contiguous_dims(const std::vector&lt; int &gt; &amp;shape, const std::vector&lt; std::vector&lt; int64_t &gt; &gt; &amp;strides, int64_t size_cap=std::numeric_limits&lt; int32_t &gt;::max())</div></div>
<div class="ttc" id="anamespacemlx_1_1core_html_a4d594bb84abeff4619d1abb77b20123e"><div class="ttname"><a href="namespacemlx_1_1core.html#a4d594bb84abeff4619d1abb77b20123e">mlx::core::collapse_contiguous_dims</a></div><div class="ttdeci">std::tuple&lt; Shape, std::vector&lt; Strides &gt; &gt; collapse_contiguous_dims(const Shape &amp;shape, const std::vector&lt; Strides &gt; &amp;strides, int64_t size_cap=std::numeric_limits&lt; int32_t &gt;::max())</div></div>
<div class="ttc" id="anamespacemlx_1_1core_html_a514cf8b4e6f0a6af3a867e752f4338f7"><div class="ttname"><a href="namespacemlx_1_1core.html#a514cf8b4e6f0a6af3a867e752f4338f7">mlx::core::bfloat16</a></div><div class="ttdeci">constexpr Dtype bfloat16</div><div class="ttdef"><b>Definition</b> dtype.h:81</div></div>
<div class="ttc" id="anamespacemlx_1_1core_html_a5d6373aad1444edc9de1eb07bfe5cad3"><div class="ttname"><a href="namespacemlx_1_1core.html#a5d6373aad1444edc9de1eb07bfe5cad3">mlx::core::int32</a></div><div class="ttdeci">constexpr Dtype int32</div><div class="ttdef"><b>Definition</b> dtype.h:76</div></div>
<div class="ttc" id="anamespacemlx_1_1core_html_a6894543b340321193dfb8052c438a319"><div class="ttname"><a href="namespacemlx_1_1core.html#a6894543b340321193dfb8052c438a319">mlx::core::float32</a></div><div class="ttdeci">constexpr Dtype float32</div><div class="ttdef"><b>Definition</b> dtype.h:80</div></div>
<div class="ttc" id="anamespacemlx_1_1core_html_a694e23f2d59606643728ad443d621416"><div class="ttname"><a href="namespacemlx_1_1core.html#a694e23f2d59606643728ad443d621416">mlx::core::Shape</a></div><div class="ttdeci">std::vector&lt; ShapeElem &gt; Shape</div><div class="ttdef"><b>Definition</b> array.h:21</div></div>
<div class="ttc" id="anamespacemlx_1_1core_html_a71ebba4ad1afa730962f0692c4f42f07"><div class="ttname"><a href="namespacemlx_1_1core.html#a71ebba4ad1afa730962f0692c4f42f07">mlx::core::int16</a></div><div class="ttdeci">constexpr Dtype int16</div><div class="ttdef"><b>Definition</b> dtype.h:75</div></div>
<div class="ttc" id="anamespacemlx_1_1core_html_a79939016d0972ded7db37130da2a8b5c"><div class="ttname"><a href="namespacemlx_1_1core.html#a79939016d0972ded7db37130da2a8b5c">mlx::core::Strides</a></div><div class="ttdeci">std::vector&lt; int64_t &gt; Strides</div><div class="ttdef"><b>Definition</b> array.h:22</div></div>
<div class="ttc" id="anamespacemlx_1_1core_html_a892e934e146dd938d144cee8813ca672"><div class="ttname"><a href="namespacemlx_1_1core.html#a892e934e146dd938d144cee8813ca672">mlx::core::int8</a></div><div class="ttdeci">constexpr Dtype int8</div><div class="ttdef"><b>Definition</b> dtype.h:74</div></div>
<div class="ttc" id="anamespacemlx_1_1core_html_a9019bdc191054ada0a502c7c34cef5b8"><div class="ttname"><a href="namespacemlx_1_1core.html#a9019bdc191054ada0a502c7c34cef5b8">mlx::core::int64</a></div><div class="ttdeci">constexpr Dtype int64</div><div class="ttdef"><b>Definition</b> dtype.h:77</div></div>
<div class="ttc" id="anamespacemlx_1_1core_html_a9778d50afbf456b0bd738751243b3b68"><div class="ttname"><a href="namespacemlx_1_1core.html#a9778d50afbf456b0bd738751243b3b68">mlx::core::uint8</a></div><div class="ttdeci">constexpr Dtype uint8</div><div class="ttdef"><b>Definition</b> dtype.h:69</div></div>
<div class="ttc" id="anamespacemlx_1_1core_html_abd84ff6c5245e4e170b2ef5247594337a0db377921f4ce762c62526131097968f"><div class="ttname"><a href="namespacemlx_1_1core.html#abd84ff6c5245e4e170b2ef5247594337a0db377921f4ce762c62526131097968f">mlx::core::CopyType::General</a></div><div class="ttdeci">@ General</div></div>
<div class="ttc" id="anamespacemlx_1_1core_html_abf228ee9d8ec48c03bb15adcc4e1f3ec"><div class="ttname"><a href="namespacemlx_1_1core.html#abf228ee9d8ec48c03bb15adcc4e1f3ec">mlx::core::float16</a></div><div class="ttdeci">constexpr Dtype float16</div><div class="ttdef"><b>Definition</b> dtype.h:79</div></div>
<div class="ttc" id="anamespacemlx_1_1core_html_ac63820d6fe10545907c33faf466a929e"><div class="ttname"><a href="namespacemlx_1_1core.html#ac63820d6fe10545907c33faf466a929e">mlx::core::uint32</a></div><div class="ttdeci">constexpr Dtype uint32</div><div class="ttdef"><b>Definition</b> dtype.h:71</div></div>
<div class="ttc" id="anamespacemlx_1_1core_html_af650e831ce21759da1ac103037d08d84"><div class="ttname"><a href="namespacemlx_1_1core.html#af650e831ce21759da1ac103037d08d84">mlx::core::is_donatable</a></div><div class="ttdeci">bool is_donatable(const array &amp;in, const array &amp;out)</div><div class="ttdef"><b>Definition</b> utils.h:174</div></div>
<div class="ttc" id="anamespacemlx_1_1core_html_af650e831ce21759da1ac103037d08d84"><div class="ttname"><a href="namespacemlx_1_1core.html#af650e831ce21759da1ac103037d08d84">mlx::core::is_donatable</a></div><div class="ttdeci">bool is_donatable(const array &amp;in, const array &amp;out)</div><div class="ttdef"><b>Definition</b> utils.h:155</div></div>
<div class="ttc" id="anamespacemlx_1_1core_html_af99db87e0078bfcdb383f5689bc874d4"><div class="ttname"><a href="namespacemlx_1_1core.html#af99db87e0078bfcdb383f5689bc874d4">mlx::core::complex64</a></div><div class="ttdeci">constexpr Dtype complex64</div><div class="ttdef"><b>Definition</b> dtype.h:82</div></div>
<div class="ttc" id="anamespacepocketfft_1_1detail_html_add0f231fc8a1ce01b90a90faeebcb4eb"><div class="ttname"><a href="namespacepocketfft_1_1detail.html#add0f231fc8a1ce01b90a90faeebcb4eb">pocketfft::detail::dst</a></div><div class="ttdeci">void dst(const shape_t &amp;shape, const stride_t &amp;stride_in, const stride_t &amp;stride_out, const shape_t &amp;axes, int type, const T *data_in, T *data_out, T fct, bool ortho, size_t nthreads=1)</div><div class="ttdef"><b>Definition</b> pocketfft.h:3416</div></div>
<div class="ttc" id="astructmlx_1_1core_1_1_contiguous_iterator_html"><div class="ttname"><a href="structmlx_1_1core_1_1_contiguous_iterator.html">mlx::core::ContiguousIterator</a></div><div class="ttdef"><b>Definition</b> utils.h:73</div></div>
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