mlx/docs/build/html/metal_2kernels_2copy_8h_source.html

410 lines
56 KiB
HTML
Raw Normal View History

2024-10-15 23:12:17 +08:00
<!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"/>
2025-02-07 04:16:29 +08:00
<meta name="generator" content="Doxygen 1.13.2"/>
2024-10-15 23:12:17 +08:00
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<title>MLX: mlx/backend/metal/kernels/copy.h Source File</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"/>
2025-01-10 05:56:20 +08:00
<script type="text/javascript" src="navtreedata.js"></script>
<script type="text/javascript" src="navtree.js"></script>
2024-10-15 23:12:17 +08:00
<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>
2025-01-10 05:56:20 +08:00
<script type="text/javascript">
/* @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&amp;dn=expat.txt MIT */
$(function() { init_search(); });
/* @license-end */
</script>
2024-10-15 23:12:17 +08:00
<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>
2025-01-10 05:56:20 +08:00
<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>
2024-10-15 23:12:17 +08:00
</tr>
</tbody>
</table>
</div>
<!-- end header part -->
2025-02-07 04:16:29 +08:00
<!-- Generated by Doxygen 1.13.2 -->
2024-10-15 23:12:17 +08:00
<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">
/* @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&amp;dn=expat.txt MIT */
$(function() { codefold.init(0); });
/* @license-end */
</script>
2025-01-10 05:56:20 +08:00
</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>
2024-10-15 23:12:17 +08:00
<script type="text/javascript">
/* @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&amp;dn=expat.txt MIT */
2025-01-10 05:56:20 +08:00
$(function(){initNavTree('metal_2kernels_2copy_8h_source.html',''); initResizable(true); });
2024-10-15 23:12:17 +08:00
/* @license-end */
</script>
2025-01-10 05:56:20 +08:00
<div id="doc-content">
2024-10-15 23:12:17 +08:00
<!-- 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 class="header">
<div class="headertitle"><div class="title">copy.h</div></div>
</div><!--header-->
<div class="contents">
<a href="metal_2kernels_2copy_8h.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a id="l00001" name="l00001"></a><span class="lineno"> 1</span><span class="comment">// Copyright © 2024 Apple Inc.</span></div>
<div class="line"><a id="l00002" name="l00002"></a><span class="lineno"> 2</span> </div>
<div class="line"><a id="l00003" name="l00003"></a><span class="lineno"> 3</span><span class="keyword">template</span> &lt;<span class="keyword">typename</span> T, <span class="keyword">typename</span> U&gt;</div>
<div class="foldopen" id="foldopen00004" data-start="{" data-end="}">
<div class="line"><a id="l00004" name="l00004"></a><span class="lineno"><a class="line" href="metal_2kernels_2copy_8h.html#aef09f9b9475345b1bba121d037d222ea"> 4</a></span>[[kernel]] <span class="keywordtype">void</span> <a class="code hl_function" href="metal_2kernels_2copy_8h.html#aef09f9b9475345b1bba121d037d222ea">copy_s</a>(</div>
<div class="line"><a id="l00005" name="l00005"></a><span class="lineno"> 5</span> device <span class="keyword">const</span> T* src [[buffer(0)]],</div>
<div class="line"><a id="l00006" name="l00006"></a><span class="lineno"> 6</span> device U* dst [[buffer(1)]],</div>
<div class="line"><a id="l00007" name="l00007"></a><span class="lineno"> 7</span> uint index [[thread_position_in_grid]]) {</div>
<div class="line"><a id="l00008" name="l00008"></a><span class="lineno"> 8</span> dst[index] = <span class="keyword">static_cast&lt;</span>U<span class="keyword">&gt;</span>(src[0]);</div>
<div class="line"><a id="l00009" name="l00009"></a><span class="lineno"> 9</span>}</div>
</div>
<div class="line"><a id="l00010" name="l00010"></a><span class="lineno"> 10</span> </div>
<div class="line"><a id="l00011" name="l00011"></a><span class="lineno"> 11</span><span class="keyword">template</span> &lt;<span class="keyword">typename</span> T, <span class="keyword">typename</span> U&gt;</div>
<div class="foldopen" id="foldopen00012" data-start="{" data-end="}">
<div class="line"><a id="l00012" name="l00012"></a><span class="lineno"><a class="line" href="metal_2kernels_2copy_8h.html#ae26a13e0c8e6c15f7b10078e65970659"> 12</a></span>[[kernel]] <span class="keywordtype">void</span> <a class="code hl_function" href="metal_2kernels_2copy_8h.html#ae26a13e0c8e6c15f7b10078e65970659">copy_v</a>(</div>
<div class="line"><a id="l00013" name="l00013"></a><span class="lineno"> 13</span> device <span class="keyword">const</span> T* src [[buffer(0)]],</div>
<div class="line"><a id="l00014" name="l00014"></a><span class="lineno"> 14</span> device U* dst [[buffer(1)]],</div>
<div class="line"><a id="l00015" name="l00015"></a><span class="lineno"> 15</span> uint index [[thread_position_in_grid]]) {</div>
<div class="line"><a id="l00016" name="l00016"></a><span class="lineno"> 16</span> dst[index] = <span class="keyword">static_cast&lt;</span>U<span class="keyword">&gt;</span>(src[index]);</div>
<div class="line"><a id="l00017" name="l00017"></a><span class="lineno"> 17</span>}</div>
</div>
<div class="line"><a id="l00018" name="l00018"></a><span class="lineno"> 18</span> </div>
<div class="line"><a id="l00019" name="l00019"></a><span class="lineno"> 19</span><span class="keyword">template</span> &lt;<span class="keyword">typename</span> T, <span class="keyword">typename</span> U&gt;</div>
<div class="foldopen" id="foldopen00020" data-start="{" data-end="}">
<div class="line"><a id="l00020" name="l00020"></a><span class="lineno"><a class="line" href="metal_2kernels_2copy_8h.html#a8023e9335cc5334847a8d315042be3a3"> 20</a></span>[[kernel]] <span class="keywordtype">void</span> <a class="code hl_function" href="metal_2kernels_2copy_8h.html#a8023e9335cc5334847a8d315042be3a3">copy_s2</a>(</div>
<div class="line"><a id="l00021" name="l00021"></a><span class="lineno"> 21</span> device <span class="keyword">const</span> T* src [[buffer(0)]],</div>
<div class="line"><a id="l00022" name="l00022"></a><span class="lineno"> 22</span> device U* dst [[buffer(1)]],</div>
<div class="line"><a id="l00023" name="l00023"></a><span class="lineno"> 23</span> uint2 index [[thread_position_in_grid]],</div>
<div class="line"><a id="l00024" name="l00024"></a><span class="lineno"> 24</span> uint2 grid_dim [[threads_per_grid]]) {</div>
2025-01-10 05:56:20 +08:00
<div class="line"><a id="l00025" name="l00025"></a><span class="lineno"> 25</span> <span class="keyword">auto</span> offset = index.x + grid_dim.x * int64_t(index.y);</div>
2024-10-15 23:12:17 +08:00
<div class="line"><a id="l00026" name="l00026"></a><span class="lineno"> 26</span> dst[offset] = <span class="keyword">static_cast&lt;</span>U<span class="keyword">&gt;</span>(src[0]);</div>
<div class="line"><a id="l00027" name="l00027"></a><span class="lineno"> 27</span>}</div>
</div>
<div class="line"><a id="l00028" name="l00028"></a><span class="lineno"> 28</span> </div>
<div class="line"><a id="l00029" name="l00029"></a><span class="lineno"> 29</span><span class="keyword">template</span> &lt;<span class="keyword">typename</span> T, <span class="keyword">typename</span> U&gt;</div>
<div class="foldopen" id="foldopen00030" data-start="{" data-end="}">
<div class="line"><a id="l00030" name="l00030"></a><span class="lineno"><a class="line" href="metal_2kernels_2copy_8h.html#aee14a5326f53d9b30b0b38e27d180ef3"> 30</a></span>[[kernel]] <span class="keywordtype">void</span> <a class="code hl_function" href="metal_2kernels_2copy_8h.html#aee14a5326f53d9b30b0b38e27d180ef3">copy_v2</a>(</div>
<div class="line"><a id="l00031" name="l00031"></a><span class="lineno"> 31</span> device <span class="keyword">const</span> T* src [[buffer(0)]],</div>
<div class="line"><a id="l00032" name="l00032"></a><span class="lineno"> 32</span> device U* dst [[buffer(1)]],</div>
<div class="line"><a id="l00033" name="l00033"></a><span class="lineno"> 33</span> uint2 index [[thread_position_in_grid]],</div>
<div class="line"><a id="l00034" name="l00034"></a><span class="lineno"> 34</span> uint2 grid_dim [[threads_per_grid]]) {</div>
2025-01-10 05:56:20 +08:00
<div class="line"><a id="l00035" name="l00035"></a><span class="lineno"> 35</span> <span class="keyword">auto</span> offset = index.x + grid_dim.x * int64_t(index.y);</div>
2024-10-15 23:12:17 +08:00
<div class="line"><a id="l00036" name="l00036"></a><span class="lineno"> 36</span> dst[offset] = <span class="keyword">static_cast&lt;</span>U<span class="keyword">&gt;</span>(src[offset]);</div>
<div class="line"><a id="l00037" name="l00037"></a><span class="lineno"> 37</span>}</div>
</div>
<div class="line"><a id="l00038" name="l00038"></a><span class="lineno"> 38</span> </div>
2024-12-07 05:22:39 +08:00
<div class="line"><a id="l00039" name="l00039"></a><span class="lineno"> 39</span><span class="keyword">template</span> &lt;<span class="keyword">typename</span> T, <span class="keyword">typename</span> U, <span class="keyword">typename</span> IdxT = <span class="keywordtype">int</span>64_t&gt;</div>
2024-10-15 23:12:17 +08:00
<div class="foldopen" id="foldopen00040" data-start="{" data-end="}">
2024-12-07 05:22:39 +08:00
<div class="line"><a id="l00040" name="l00040"></a><span class="lineno"><a class="line" href="metal_2kernels_2copy_8h.html#a232c5c6b8386cf8ecbf4cdadb6e4176e"> 40</a></span>[[kernel]] <span class="keywordtype">void</span> <a class="code hl_function" href="metal_2kernels_2copy_8h.html#a232c5c6b8386cf8ecbf4cdadb6e4176e">copy_g_nd1</a>(</div>
2024-10-15 23:12:17 +08:00
<div class="line"><a id="l00041" name="l00041"></a><span class="lineno"> 41</span> device <span class="keyword">const</span> T* src [[buffer(0)]],</div>
<div class="line"><a id="l00042" name="l00042"></a><span class="lineno"> 42</span> device U* dst [[buffer(1)]],</div>
<div class="line"><a id="l00043" name="l00043"></a><span class="lineno"> 43</span> constant <span class="keyword">const</span> int64_t&amp; src_stride [[buffer(3)]],</div>
<div class="line"><a id="l00044" name="l00044"></a><span class="lineno"> 44</span> uint index [[thread_position_in_grid]]) {</div>
2025-01-10 05:56:20 +08:00
<div class="line"><a id="l00045" name="l00045"></a><span class="lineno"> 45</span> <span class="keyword">auto</span> src_idx = <a class="code hl_function" href="backend_2metal_2kernels_2utils_8h.html#a6787efcdf7a898d5bafb48f2a2f1e555">elem_to_loc_1&lt;IdxT&gt;</a>(index, src_stride);</div>
2024-10-15 23:12:17 +08:00
<div class="line"><a id="l00046" name="l00046"></a><span class="lineno"> 46</span> dst[index] = <span class="keyword">static_cast&lt;</span>U<span class="keyword">&gt;</span>(src[src_idx]);</div>
<div class="line"><a id="l00047" name="l00047"></a><span class="lineno"> 47</span>}</div>
</div>
<div class="line"><a id="l00048" name="l00048"></a><span class="lineno"> 48</span> </div>
2024-11-23 04:24:16 +08:00
<div class="line"><a id="l00049" name="l00049"></a><span class="lineno"> 49</span><span class="keyword">template</span> &lt;<span class="keyword">typename</span> T, <span class="keyword">typename</span> U, <span class="keyword">typename</span> IdxT = <span class="keywordtype">int</span>64_t&gt;</div>
2024-10-15 23:12:17 +08:00
<div class="foldopen" id="foldopen00050" data-start="{" data-end="}">
2024-11-23 04:24:16 +08:00
<div class="line"><a id="l00050" name="l00050"></a><span class="lineno"><a class="line" href="metal_2kernels_2copy_8h.html#a39ec5b7b8351e4332b842982a2ee6260"> 50</a></span>[[kernel]] <span class="keywordtype">void</span> <a class="code hl_function" href="metal_2kernels_2copy_8h.html#a39ec5b7b8351e4332b842982a2ee6260">copy_g_nd2</a>(</div>
2024-10-15 23:12:17 +08:00
<div class="line"><a id="l00051" name="l00051"></a><span class="lineno"> 51</span> device <span class="keyword">const</span> T* src [[buffer(0)]],</div>
<div class="line"><a id="l00052" name="l00052"></a><span class="lineno"> 52</span> device U* dst [[buffer(1)]],</div>
<div class="line"><a id="l00053" name="l00053"></a><span class="lineno"> 53</span> constant <span class="keyword">const</span> int64_t* src_strides [[buffer(3)]],</div>
<div class="line"><a id="l00054" name="l00054"></a><span class="lineno"> 54</span> uint2 index [[thread_position_in_grid]],</div>
<div class="line"><a id="l00055" name="l00055"></a><span class="lineno"> 55</span> uint2 grid_dim [[threads_per_grid]]) {</div>
2025-01-10 05:56:20 +08:00
<div class="line"><a id="l00056" name="l00056"></a><span class="lineno"> 56</span> <span class="keyword">auto</span> src_idx = <a class="code hl_function" href="backend_2metal_2kernels_2utils_8h.html#aac0e227f82198021246aa91d8c427b3e">elem_to_loc_2&lt;IdxT&gt;</a>(index, src_strides);</div>
2024-11-23 04:24:16 +08:00
<div class="line"><a id="l00057" name="l00057"></a><span class="lineno"> 57</span> IdxT dst_idx = index.x + IdxT(grid_dim.x) * index.y;</div>
2024-10-15 23:12:17 +08:00
<div class="line"><a id="l00058" name="l00058"></a><span class="lineno"> 58</span> dst[dst_idx] = <span class="keyword">static_cast&lt;</span>U<span class="keyword">&gt;</span>(src[src_idx]);</div>
<div class="line"><a id="l00059" name="l00059"></a><span class="lineno"> 59</span>}</div>
</div>
<div class="line"><a id="l00060" name="l00060"></a><span class="lineno"> 60</span> </div>
2024-11-23 04:24:16 +08:00
<div class="line"><a id="l00061" name="l00061"></a><span class="lineno"> 61</span><span class="keyword">template</span> &lt;<span class="keyword">typename</span> T, <span class="keyword">typename</span> U, <span class="keyword">typename</span> IdxT = <span class="keywordtype">int</span>64_t&gt;</div>
2024-10-15 23:12:17 +08:00
<div class="foldopen" id="foldopen00062" data-start="{" data-end="}">
2024-11-23 04:24:16 +08:00
<div class="line"><a id="l00062" name="l00062"></a><span class="lineno"><a class="line" href="metal_2kernels_2copy_8h.html#aab82689380897ff4716b5eafd6ef3ecc"> 62</a></span>[[kernel]] <span class="keywordtype">void</span> <a class="code hl_function" href="metal_2kernels_2copy_8h.html#aab82689380897ff4716b5eafd6ef3ecc">copy_g_nd3</a>(</div>
2024-10-15 23:12:17 +08:00
<div class="line"><a id="l00063" name="l00063"></a><span class="lineno"> 63</span> device <span class="keyword">const</span> T* src [[buffer(0)]],</div>
<div class="line"><a id="l00064" name="l00064"></a><span class="lineno"> 64</span> device U* dst [[buffer(1)]],</div>
<div class="line"><a id="l00065" name="l00065"></a><span class="lineno"> 65</span> constant <span class="keyword">const</span> int64_t* src_strides [[buffer(3)]],</div>
<div class="line"><a id="l00066" name="l00066"></a><span class="lineno"> 66</span> uint3 index [[thread_position_in_grid]],</div>
<div class="line"><a id="l00067" name="l00067"></a><span class="lineno"> 67</span> uint3 grid_dim [[threads_per_grid]]) {</div>
2025-01-10 05:56:20 +08:00
<div class="line"><a id="l00068" name="l00068"></a><span class="lineno"> 68</span> <span class="keyword">auto</span> src_idx = <a class="code hl_function" href="backend_2metal_2kernels_2utils_8h.html#ac8f4258ba306870b0280079f1c5eb23e">elem_to_loc_3&lt;IdxT&gt;</a>(index, src_strides);</div>
2024-11-23 04:24:16 +08:00
<div class="line"><a id="l00069" name="l00069"></a><span class="lineno"> 69</span> IdxT dst_idx =</div>
<div class="line"><a id="l00070" name="l00070"></a><span class="lineno"> 70</span> index.x + IdxT(grid_dim.x) * (index.y + IdxT(grid_dim.y) * index.z);</div>
2024-10-15 23:12:17 +08:00
<div class="line"><a id="l00071" name="l00071"></a><span class="lineno"> 71</span> dst[dst_idx] = <span class="keyword">static_cast&lt;</span>U<span class="keyword">&gt;</span>(src[src_idx]);</div>
<div class="line"><a id="l00072" name="l00072"></a><span class="lineno"> 72</span>}</div>
</div>
<div class="line"><a id="l00073" name="l00073"></a><span class="lineno"> 73</span> </div>
2024-11-23 04:24:16 +08:00
<div class="line"><a id="l00074" name="l00074"></a><span class="lineno"> 74</span><span class="keyword">template</span> &lt;<span class="keyword">typename</span> T, <span class="keyword">typename</span> U, <span class="keywordtype">int</span> N = 1, <span class="keyword">typename</span> IdxT = <span class="keywordtype">int</span>64_t&gt;</div>
2024-10-15 23:12:17 +08:00
<div class="foldopen" id="foldopen00075" data-start="{" data-end="}">
2024-11-23 04:24:16 +08:00
<div class="line"><a id="l00075" name="l00075"></a><span class="lineno"><a class="line" href="metal_2kernels_2copy_8h.html#a71e4103db4689d90ef6f9d5ba93604cf"> 75</a></span>[[kernel]] <span class="keywordtype">void</span> <a class="code hl_function" href="metal_2kernels_2copy_8h.html#a71e4103db4689d90ef6f9d5ba93604cf">copy_g</a>(</div>
2024-10-15 23:12:17 +08:00
<div class="line"><a id="l00076" name="l00076"></a><span class="lineno"> 76</span> device <span class="keyword">const</span> T* src [[buffer(0)]],</div>
<div class="line"><a id="l00077" name="l00077"></a><span class="lineno"> 77</span> device U* dst [[buffer(1)]],</div>
<div class="line"><a id="l00078" name="l00078"></a><span class="lineno"> 78</span> constant <span class="keyword">const</span> <span class="keywordtype">int</span>* src_shape [[buffer(2)]],</div>
<div class="line"><a id="l00079" name="l00079"></a><span class="lineno"> 79</span> constant <span class="keyword">const</span> int64_t* src_strides [[buffer(3)]],</div>
<div class="line"><a id="l00080" name="l00080"></a><span class="lineno"> 80</span> constant <span class="keyword">const</span> <span class="keywordtype">int</span>&amp; ndim [[buffer(5)]],</div>
<div class="line"><a id="l00081" name="l00081"></a><span class="lineno"> 81</span> uint3 index [[thread_position_in_grid]],</div>
<div class="line"><a id="l00082" name="l00082"></a><span class="lineno"> 82</span> uint3 grid_dim [[threads_per_grid]]) {</div>
2025-01-10 05:56:20 +08:00
<div class="line"><a id="l00083" name="l00083"></a><span class="lineno"> 83</span> <span class="keyword">auto</span> src_idx = <a class="code hl_function" href="backend_2metal_2kernels_2utils_8h.html#a497dd9f1a00c8a4303d8782158a0812a">elem_to_loc&lt;IdxT&gt;</a>(</div>
2024-10-15 23:12:17 +08:00
<div class="line"><a id="l00084" name="l00084"></a><span class="lineno"> 84</span> {N * index.x, index.y, index.z}, src_shape, src_strides, ndim);</div>
<div class="line"><a id="l00085" name="l00085"></a><span class="lineno"> 85</span> <span class="keywordflow">if</span> (N == 1) {</div>
2024-11-23 04:24:16 +08:00
<div class="line"><a id="l00086" name="l00086"></a><span class="lineno"> 86</span> IdxT dst_idx =</div>
<div class="line"><a id="l00087" name="l00087"></a><span class="lineno"> 87</span> index.x + grid_dim.x * (index.y + IdxT(grid_dim.y) * index.z);</div>
2024-10-15 23:12:17 +08:00
<div class="line"><a id="l00088" name="l00088"></a><span class="lineno"> 88</span> dst[dst_idx] = <span class="keyword">static_cast&lt;</span>U<span class="keyword">&gt;</span>(src[src_idx]);</div>
<div class="line"><a id="l00089" name="l00089"></a><span class="lineno"> 89</span> <span class="keywordflow">return</span>;</div>
<div class="line"><a id="l00090" name="l00090"></a><span class="lineno"> 90</span> }</div>
<div class="line"><a id="l00091" name="l00091"></a><span class="lineno"> 91</span> <span class="keyword">auto</span> xshape = src_shape[ndim - 1];</div>
2024-11-23 04:24:16 +08:00
<div class="line"><a id="l00092" name="l00092"></a><span class="lineno"> 92</span> IdxT dst_idx = N * index.x + xshape * (index.y + IdxT(grid_dim.y) * index.z);</div>
<div class="line"><a id="l00093" name="l00093"></a><span class="lineno"> 93</span> <span class="keyword">auto</span> src_xstride = src_strides[ndim - 1];</div>
<div class="line"><a id="l00094" name="l00094"></a><span class="lineno"> 94</span> <span class="keywordflow">for</span> (<span class="keywordtype">int</span> i = 0; i &lt; N &amp;&amp; (int(N * index.x) + i) &lt; xshape; ++i) {</div>
<div class="line"><a id="l00095" name="l00095"></a><span class="lineno"> 95</span> dst[dst_idx + i] = <span class="keyword">static_cast&lt;</span>U<span class="keyword">&gt;</span>(src[src_idx]);</div>
<div class="line"><a id="l00096" name="l00096"></a><span class="lineno"> 96</span> src_idx += src_xstride;</div>
<div class="line"><a id="l00097" name="l00097"></a><span class="lineno"> 97</span> }</div>
<div class="line"><a id="l00098" name="l00098"></a><span class="lineno"> 98</span>}</div>
2024-10-15 23:12:17 +08:00
</div>
2024-11-23 04:24:16 +08:00
<div class="line"><a id="l00099" name="l00099"></a><span class="lineno"> 99</span> </div>
2024-12-07 05:22:39 +08:00
<div class="line"><a id="l00100" name="l00100"></a><span class="lineno"> 100</span><span class="keyword">template</span> &lt;<span class="keyword">typename</span> T, <span class="keyword">typename</span> U, <span class="keyword">typename</span> IdxT = <span class="keywordtype">int</span>64_t&gt;</div>
2024-11-23 04:24:16 +08:00
<div class="foldopen" id="foldopen00101" data-start="{" data-end="}">
2024-12-07 05:22:39 +08:00
<div class="line"><a id="l00101" name="l00101"></a><span class="lineno"><a class="line" href="metal_2kernels_2copy_8h.html#a370d7bbba1a4b0d64da873bafd29a78b"> 101</a></span>[[kernel]] <span class="keywordtype">void</span> <a class="code hl_function" href="metal_2kernels_2copy_8h.html#a370d7bbba1a4b0d64da873bafd29a78b">copy_gg_nd1</a>(</div>
2024-11-23 04:24:16 +08:00
<div class="line"><a id="l00102" name="l00102"></a><span class="lineno"> 102</span> device <span class="keyword">const</span> T* src [[buffer(0)]],</div>
<div class="line"><a id="l00103" name="l00103"></a><span class="lineno"> 103</span> device U* dst [[buffer(1)]],</div>
<div class="line"><a id="l00104" name="l00104"></a><span class="lineno"> 104</span> constant <span class="keyword">const</span> int64_t&amp; src_stride [[buffer(3)]],</div>
<div class="line"><a id="l00105" name="l00105"></a><span class="lineno"> 105</span> constant <span class="keyword">const</span> int64_t&amp; dst_stride [[buffer(4)]],</div>
<div class="line"><a id="l00106" name="l00106"></a><span class="lineno"> 106</span> uint index [[thread_position_in_grid]]) {</div>
2025-01-10 05:56:20 +08:00
<div class="line"><a id="l00107" name="l00107"></a><span class="lineno"> 107</span> <span class="keyword">auto</span> src_idx = <a class="code hl_function" href="backend_2metal_2kernels_2utils_8h.html#a6787efcdf7a898d5bafb48f2a2f1e555">elem_to_loc_1&lt;IdxT&gt;</a>(index, src_stride);</div>
<div class="line"><a id="l00108" name="l00108"></a><span class="lineno"> 108</span> <span class="keyword">auto</span> dst_idx = <a class="code hl_function" href="backend_2metal_2kernels_2utils_8h.html#a6787efcdf7a898d5bafb48f2a2f1e555">elem_to_loc_1&lt;IdxT&gt;</a>(index, dst_stride);</div>
2024-11-23 04:24:16 +08:00
<div class="line"><a id="l00109" name="l00109"></a><span class="lineno"> 109</span> dst[dst_idx] = <span class="keyword">static_cast&lt;</span>U<span class="keyword">&gt;</span>(src[src_idx]);</div>
<div class="line"><a id="l00110" name="l00110"></a><span class="lineno"> 110</span>}</div>
2024-10-15 23:12:17 +08:00
</div>
2024-11-23 04:24:16 +08:00
<div class="line"><a id="l00111" name="l00111"></a><span class="lineno"> 111</span> </div>
<div class="line"><a id="l00112" name="l00112"></a><span class="lineno"> 112</span><span class="keyword">template</span> &lt;<span class="keyword">typename</span> T, <span class="keyword">typename</span> U, <span class="keyword">typename</span> IdxT = <span class="keywordtype">int</span>64_t&gt;</div>
<div class="foldopen" id="foldopen00113" data-start="{" data-end="}">
<div class="line"><a id="l00113" name="l00113"></a><span class="lineno"><a class="line" href="metal_2kernels_2copy_8h.html#af0b06ac3a96852a64fa4274a94b58301"> 113</a></span>[[kernel]] <span class="keywordtype">void</span> <a class="code hl_function" href="metal_2kernels_2copy_8h.html#af0b06ac3a96852a64fa4274a94b58301">copy_gg_nd2</a>(</div>
<div class="line"><a id="l00114" name="l00114"></a><span class="lineno"> 114</span> device <span class="keyword">const</span> T* src [[buffer(0)]],</div>
<div class="line"><a id="l00115" name="l00115"></a><span class="lineno"> 115</span> device U* dst [[buffer(1)]],</div>
<div class="line"><a id="l00116" name="l00116"></a><span class="lineno"> 116</span> constant <span class="keyword">const</span> int64_t* src_strides [[buffer(3)]],</div>
<div class="line"><a id="l00117" name="l00117"></a><span class="lineno"> 117</span> constant <span class="keyword">const</span> int64_t* dst_strides [[buffer(4)]],</div>
<div class="line"><a id="l00118" name="l00118"></a><span class="lineno"> 118</span> uint2 index [[thread_position_in_grid]]) {</div>
2025-01-10 05:56:20 +08:00
<div class="line"><a id="l00119" name="l00119"></a><span class="lineno"> 119</span> <span class="keyword">auto</span> src_idx = <a class="code hl_function" href="backend_2metal_2kernels_2utils_8h.html#aac0e227f82198021246aa91d8c427b3e">elem_to_loc_2&lt;IdxT&gt;</a>(index, src_strides);</div>
<div class="line"><a id="l00120" name="l00120"></a><span class="lineno"> 120</span> <span class="keyword">auto</span> dst_idx = <a class="code hl_function" href="backend_2metal_2kernels_2utils_8h.html#aac0e227f82198021246aa91d8c427b3e">elem_to_loc_2&lt;IdxT&gt;</a>(index, dst_strides);</div>
2024-11-23 04:24:16 +08:00
<div class="line"><a id="l00121" name="l00121"></a><span class="lineno"> 121</span> dst[dst_idx] = <span class="keyword">static_cast&lt;</span>U<span class="keyword">&gt;</span>(src[src_idx]);</div>
<div class="line"><a id="l00122" name="l00122"></a><span class="lineno"> 122</span>}</div>
2024-10-15 23:12:17 +08:00
</div>
2024-11-23 04:24:16 +08:00
<div class="line"><a id="l00123" name="l00123"></a><span class="lineno"> 123</span> </div>
<div class="line"><a id="l00124" name="l00124"></a><span class="lineno"> 124</span><span class="keyword">template</span> &lt;<span class="keyword">typename</span> T, <span class="keyword">typename</span> U, <span class="keyword">typename</span> IdxT = <span class="keywordtype">int</span>64_t&gt;</div>
<div class="foldopen" id="foldopen00125" data-start="{" data-end="}">
<div class="line"><a id="l00125" name="l00125"></a><span class="lineno"><a class="line" href="metal_2kernels_2copy_8h.html#a3f3836ad0b6545ec9b9e1864224f7a13"> 125</a></span>[[kernel]] <span class="keywordtype">void</span> <a class="code hl_function" href="metal_2kernels_2copy_8h.html#a3f3836ad0b6545ec9b9e1864224f7a13">copy_gg_nd3</a>(</div>
<div class="line"><a id="l00126" name="l00126"></a><span class="lineno"> 126</span> device <span class="keyword">const</span> T* src [[buffer(0)]],</div>
<div class="line"><a id="l00127" name="l00127"></a><span class="lineno"> 127</span> device U* dst [[buffer(1)]],</div>
<div class="line"><a id="l00128" name="l00128"></a><span class="lineno"> 128</span> constant <span class="keyword">const</span> int64_t* src_strides [[buffer(3)]],</div>
<div class="line"><a id="l00129" name="l00129"></a><span class="lineno"> 129</span> constant <span class="keyword">const</span> int64_t* dst_strides [[buffer(4)]],</div>
<div class="line"><a id="l00130" name="l00130"></a><span class="lineno"> 130</span> uint3 index [[thread_position_in_grid]]) {</div>
2025-01-10 05:56:20 +08:00
<div class="line"><a id="l00131" name="l00131"></a><span class="lineno"> 131</span> <span class="keyword">auto</span> src_idx = <a class="code hl_function" href="backend_2metal_2kernels_2utils_8h.html#ac8f4258ba306870b0280079f1c5eb23e">elem_to_loc_3&lt;IdxT&gt;</a>(index, src_strides);</div>
<div class="line"><a id="l00132" name="l00132"></a><span class="lineno"> 132</span> <span class="keyword">auto</span> dst_idx = <a class="code hl_function" href="backend_2metal_2kernels_2utils_8h.html#ac8f4258ba306870b0280079f1c5eb23e">elem_to_loc_3&lt;IdxT&gt;</a>(index, dst_strides);</div>
2024-11-23 04:24:16 +08:00
<div class="line"><a id="l00133" name="l00133"></a><span class="lineno"> 133</span> dst[dst_idx] = <span class="keyword">static_cast&lt;</span>U<span class="keyword">&gt;</span>(src[src_idx]);</div>
<div class="line"><a id="l00134" name="l00134"></a><span class="lineno"> 134</span>}</div>
2024-10-15 23:12:17 +08:00
</div>
2024-11-23 04:24:16 +08:00
<div class="line"><a id="l00135" name="l00135"></a><span class="lineno"> 135</span> </div>
<div class="line"><a id="l00136" name="l00136"></a><span class="lineno"> 136</span><span class="keyword">template</span> &lt;<span class="keyword">typename</span> T, <span class="keyword">typename</span> U, <span class="keywordtype">int</span> N = 1, <span class="keyword">typename</span> IdxT = <span class="keywordtype">int</span>64_t&gt;</div>
<div class="foldopen" id="foldopen00137" data-start="{" data-end="}">
<div class="line"><a id="l00137" name="l00137"></a><span class="lineno"><a class="line" href="metal_2kernels_2copy_8h.html#ade9a9eea9b8262a854a11721fe2bb9fa"> 137</a></span>[[kernel]] <span class="keywordtype">void</span> <a class="code hl_function" href="metal_2kernels_2copy_8h.html#ade9a9eea9b8262a854a11721fe2bb9fa">copy_gg</a>(</div>
<div class="line"><a id="l00138" name="l00138"></a><span class="lineno"> 138</span> device <span class="keyword">const</span> T* src [[buffer(0)]],</div>
<div class="line"><a id="l00139" name="l00139"></a><span class="lineno"> 139</span> device U* dst [[buffer(1)]],</div>
<div class="line"><a id="l00140" name="l00140"></a><span class="lineno"> 140</span> constant <span class="keyword">const</span> <span class="keywordtype">int</span>* src_shape [[buffer(2)]],</div>
<div class="line"><a id="l00141" name="l00141"></a><span class="lineno"> 141</span> constant <span class="keyword">const</span> int64_t* src_strides [[buffer(3)]],</div>
<div class="line"><a id="l00142" name="l00142"></a><span class="lineno"> 142</span> constant <span class="keyword">const</span> int64_t* dst_strides [[buffer(4)]],</div>
<div class="line"><a id="l00143" name="l00143"></a><span class="lineno"> 143</span> constant <span class="keyword">const</span> <span class="keywordtype">int</span>&amp; ndim [[buffer(5)]],</div>
<div class="line"><a id="l00144" name="l00144"></a><span class="lineno"> 144</span> uint3 index [[thread_position_in_grid]]) {</div>
2025-01-10 05:56:20 +08:00
<div class="line"><a id="l00145" name="l00145"></a><span class="lineno"> 145</span> <span class="keyword">auto</span> idx = <a class="code hl_function" href="backend_2metal_2kernels_2utils_8h.html#a97ea664406a270b34ff5a23815716730">elem_to_loc_2_nd&lt;IdxT&gt;</a>(</div>
2024-11-23 04:24:16 +08:00
<div class="line"><a id="l00146" name="l00146"></a><span class="lineno"> 146</span> {N * index.x, index.y, index.z},</div>
<div class="line"><a id="l00147" name="l00147"></a><span class="lineno"> 147</span> src_shape,</div>
<div class="line"><a id="l00148" name="l00148"></a><span class="lineno"> 148</span> src_strides,</div>
<div class="line"><a id="l00149" name="l00149"></a><span class="lineno"> 149</span> dst_strides,</div>
<div class="line"><a id="l00150" name="l00150"></a><span class="lineno"> 150</span> ndim);</div>
<div class="line"><a id="l00151" name="l00151"></a><span class="lineno"> 151</span> <span class="keywordflow">if</span> (N == 1) {</div>
<div class="line"><a id="l00152" name="l00152"></a><span class="lineno"> 152</span> dst[idx.y] = <span class="keyword">static_cast&lt;</span>U<span class="keyword">&gt;</span>(src[idx.x]);</div>
<div class="line"><a id="l00153" name="l00153"></a><span class="lineno"> 153</span> <span class="keywordflow">return</span>;</div>
<div class="line"><a id="l00154" name="l00154"></a><span class="lineno"> 154</span> }</div>
<div class="line"><a id="l00155" name="l00155"></a><span class="lineno"> 155</span> IdxT src_xstride = src_strides[ndim - 1];</div>
<div class="line"><a id="l00156" name="l00156"></a><span class="lineno"> 156</span> IdxT dst_xstride = dst_strides[ndim - 1];</div>
<div class="line"><a id="l00157" name="l00157"></a><span class="lineno"> 157</span> <span class="keyword">auto</span> xshape = src_shape[ndim - 1];</div>
<div class="line"><a id="l00158" name="l00158"></a><span class="lineno"> 158</span> <span class="keywordflow">for</span> (<span class="keywordtype">int</span> i = 0; i &lt; N &amp;&amp; (int(N * index.x) + i) &lt; xshape; ++i) {</div>
<div class="line"><a id="l00159" name="l00159"></a><span class="lineno"> 159</span> dst[idx.y] = <span class="keyword">static_cast&lt;</span>U<span class="keyword">&gt;</span>(src[idx.x]);</div>
<div class="line"><a id="l00160" name="l00160"></a><span class="lineno"> 160</span> idx.x += src_xstride;</div>
<div class="line"><a id="l00161" name="l00161"></a><span class="lineno"> 161</span> idx.y += dst_xstride;</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>}</div>
2024-10-15 23:12:17 +08:00
</div>
2025-01-10 05:56:20 +08:00
<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="keyword">template</span> &lt;<span class="keyword">typename</span> T, <span class="keyword">typename</span> U, <span class="keyword">typename</span> IdxT = <span class="keywordtype">int</span>64_t&gt;</div>
<div class="foldopen" id="foldopen00166" data-start="{" data-end="}">
<div class="line"><a id="l00166" name="l00166"></a><span class="lineno"><a class="line" href="metal_2kernels_2copy_8h.html#a8548ea41cac179084ddd33d26921576f"> 166</a></span>[[kernel]] <span class="keywordtype">void</span> <a class="code hl_function" href="metal_2kernels_2copy_8h.html#a8548ea41cac179084ddd33d26921576f">copy_gg_dynamic_nd1</a>(</div>
<div class="line"><a id="l00167" name="l00167"></a><span class="lineno"> 167</span> device <span class="keyword">const</span> T* src [[buffer(0)]],</div>
<div class="line"><a id="l00168" name="l00168"></a><span class="lineno"> 168</span> device U* dst [[buffer(1)]],</div>
<div class="line"><a id="l00169" name="l00169"></a><span class="lineno"> 169</span> constant <span class="keyword">const</span> int64_t&amp; src_stride [[buffer(3)]],</div>
<div class="line"><a id="l00170" name="l00170"></a><span class="lineno"> 170</span> constant <span class="keyword">const</span> int64_t&amp; dst_stride [[buffer(4)]],</div>
<div class="line"><a id="l00171" name="l00171"></a><span class="lineno"> 171</span> constant <span class="keyword">const</span> int64_t&amp; src_offset [[buffer(6)]],</div>
<div class="line"><a id="l00172" name="l00172"></a><span class="lineno"> 172</span> constant <span class="keyword">const</span> int64_t&amp; dst_offset [[buffer(7)]],</div>
<div class="line"><a id="l00173" name="l00173"></a><span class="lineno"> 173</span> uint index [[thread_position_in_grid]]) {</div>
<div class="line"><a id="l00174" name="l00174"></a><span class="lineno"> 174</span> <span class="keyword">auto</span> src_idx = <a class="code hl_function" href="backend_2metal_2kernels_2utils_8h.html#a6787efcdf7a898d5bafb48f2a2f1e555">elem_to_loc_1&lt;IdxT&gt;</a>(index, src_stride);</div>
<div class="line"><a id="l00175" name="l00175"></a><span class="lineno"> 175</span> <span class="keyword">auto</span> dst_idx = <a class="code hl_function" href="backend_2metal_2kernels_2utils_8h.html#a6787efcdf7a898d5bafb48f2a2f1e555">elem_to_loc_1&lt;IdxT&gt;</a>(index, dst_stride);</div>
<div class="line"><a id="l00176" name="l00176"></a><span class="lineno"> 176</span> dst[dst_idx + dst_offset] = src[src_idx + src_offset];</div>
<div class="line"><a id="l00177" name="l00177"></a><span class="lineno"> 177</span>}</div>
</div>
<div class="line"><a id="l00178" name="l00178"></a><span class="lineno"> 178</span> </div>
<div class="line"><a id="l00179" name="l00179"></a><span class="lineno"> 179</span><span class="keyword">template</span> &lt;<span class="keyword">typename</span> T, <span class="keyword">typename</span> U, <span class="keyword">typename</span> IdxT = <span class="keywordtype">int</span>64_t&gt;</div>
<div class="foldopen" id="foldopen00180" data-start="{" data-end="}">
<div class="line"><a id="l00180" name="l00180"></a><span class="lineno"><a class="line" href="metal_2kernels_2copy_8h.html#a9b9266ee25a4dbcbe4fde883b40170f1"> 180</a></span>[[kernel]] <span class="keywordtype">void</span> <a class="code hl_function" href="metal_2kernels_2copy_8h.html#a9b9266ee25a4dbcbe4fde883b40170f1">copy_gg_dynamic_nd2</a>(</div>
<div class="line"><a id="l00181" name="l00181"></a><span class="lineno"> 181</span> device <span class="keyword">const</span> T* src [[buffer(0)]],</div>
<div class="line"><a id="l00182" name="l00182"></a><span class="lineno"> 182</span> device U* dst [[buffer(1)]],</div>
<div class="line"><a id="l00183" name="l00183"></a><span class="lineno"> 183</span> constant <span class="keyword">const</span> int64_t* src_strides [[buffer(3)]],</div>
<div class="line"><a id="l00184" name="l00184"></a><span class="lineno"> 184</span> constant <span class="keyword">const</span> int64_t* dst_strides [[buffer(4)]],</div>
<div class="line"><a id="l00185" name="l00185"></a><span class="lineno"> 185</span> constant <span class="keyword">const</span> int64_t&amp; src_offset [[buffer(6)]],</div>
<div class="line"><a id="l00186" name="l00186"></a><span class="lineno"> 186</span> constant <span class="keyword">const</span> int64_t&amp; dst_offset [[buffer(7)]],</div>
<div class="line"><a id="l00187" name="l00187"></a><span class="lineno"> 187</span> uint2 index [[thread_position_in_grid]]) {</div>
<div class="line"><a id="l00188" name="l00188"></a><span class="lineno"> 188</span> <span class="keyword">auto</span> src_idx = <a class="code hl_function" href="backend_2metal_2kernels_2utils_8h.html#aac0e227f82198021246aa91d8c427b3e">elem_to_loc_2&lt;IdxT&gt;</a>(index, src_strides);</div>
<div class="line"><a id="l00189" name="l00189"></a><span class="lineno"> 189</span> <span class="keyword">auto</span> dst_idx = <a class="code hl_function" href="backend_2metal_2kernels_2utils_8h.html#aac0e227f82198021246aa91d8c427b3e">elem_to_loc_2&lt;IdxT&gt;</a>(index, dst_strides);</div>
<div class="line"><a id="l00190" name="l00190"></a><span class="lineno"> 190</span> dst[dst_idx + dst_offset] = src[src_idx + src_offset];</div>
<div class="line"><a id="l00191" name="l00191"></a><span class="lineno"> 191</span>}</div>
</div>
<div class="line"><a id="l00192" name="l00192"></a><span class="lineno"> 192</span> </div>
<div class="line"><a id="l00193" name="l00193"></a><span class="lineno"> 193</span><span class="keyword">template</span> &lt;<span class="keyword">typename</span> T, <span class="keyword">typename</span> U, <span class="keyword">typename</span> IdxT = <span class="keywordtype">int</span>64_t&gt;</div>
<div class="foldopen" id="foldopen00194" data-start="{" data-end="}">
<div class="line"><a id="l00194" name="l00194"></a><span class="lineno"><a class="line" href="metal_2kernels_2copy_8h.html#af33ccc02f10bcb5c19ea7b1dd0af4956"> 194</a></span>[[kernel]] <span class="keywordtype">void</span> <a class="code hl_function" href="metal_2kernels_2copy_8h.html#af33ccc02f10bcb5c19ea7b1dd0af4956">copy_gg_dynamic_nd3</a>(</div>
<div class="line"><a id="l00195" name="l00195"></a><span class="lineno"> 195</span> device <span class="keyword">const</span> T* src [[buffer(0)]],</div>
<div class="line"><a id="l00196" name="l00196"></a><span class="lineno"> 196</span> device U* dst [[buffer(1)]],</div>
<div class="line"><a id="l00197" name="l00197"></a><span class="lineno"> 197</span> constant <span class="keyword">const</span> int64_t* src_strides [[buffer(3)]],</div>
<div class="line"><a id="l00198" name="l00198"></a><span class="lineno"> 198</span> constant <span class="keyword">const</span> int64_t* dst_strides [[buffer(4)]],</div>
<div class="line"><a id="l00199" name="l00199"></a><span class="lineno"> 199</span> constant <span class="keyword">const</span> int64_t&amp; src_offset [[buffer(6)]],</div>
<div class="line"><a id="l00200" name="l00200"></a><span class="lineno"> 200</span> constant <span class="keyword">const</span> int64_t&amp; dst_offset [[buffer(7)]],</div>
<div class="line"><a id="l00201" name="l00201"></a><span class="lineno"> 201</span> uint3 index [[thread_position_in_grid]]) {</div>
<div class="line"><a id="l00202" name="l00202"></a><span class="lineno"> 202</span> <span class="keyword">auto</span> src_idx = <a class="code hl_function" href="backend_2metal_2kernels_2utils_8h.html#ac8f4258ba306870b0280079f1c5eb23e">elem_to_loc_3&lt;IdxT&gt;</a>(index, src_strides);</div>
<div class="line"><a id="l00203" name="l00203"></a><span class="lineno"> 203</span> <span class="keyword">auto</span> dst_idx = <a class="code hl_function" href="backend_2metal_2kernels_2utils_8h.html#ac8f4258ba306870b0280079f1c5eb23e">elem_to_loc_3&lt;IdxT&gt;</a>(index, dst_strides);</div>
<div class="line"><a id="l00204" name="l00204"></a><span class="lineno"> 204</span> dst[dst_idx + dst_offset] = src[src_idx + src_offset];</div>
<div class="line"><a id="l00205" name="l00205"></a><span class="lineno"> 205</span>}</div>
</div>
<div class="line"><a id="l00206" name="l00206"></a><span class="lineno"> 206</span> </div>
<div class="line"><a id="l00207" name="l00207"></a><span class="lineno"> 207</span><span class="keyword">template</span> &lt;<span class="keyword">typename</span> T, <span class="keyword">typename</span> U, <span class="keywordtype">int</span> N = 1, <span class="keyword">typename</span> IdxT = <span class="keywordtype">int</span>64_t&gt;</div>
<div class="foldopen" id="foldopen00208" data-start="{" data-end="}">
<div class="line"><a id="l00208" name="l00208"></a><span class="lineno"><a class="line" href="metal_2kernels_2copy_8h.html#ad0f05a73165d4ee38c9f02c705ea6ca8"> 208</a></span>[[kernel]] <span class="keywordtype">void</span> <a class="code hl_function" href="metal_2kernels_2copy_8h.html#ad0f05a73165d4ee38c9f02c705ea6ca8">copy_gg_dynamic</a>(</div>
<div class="line"><a id="l00209" name="l00209"></a><span class="lineno"> 209</span> device <span class="keyword">const</span> T* src [[buffer(0)]],</div>
<div class="line"><a id="l00210" name="l00210"></a><span class="lineno"> 210</span> device U* dst [[buffer(1)]],</div>
<div class="line"><a id="l00211" name="l00211"></a><span class="lineno"> 211</span> constant <span class="keyword">const</span> <span class="keywordtype">int</span>* src_shape [[buffer(2)]],</div>
<div class="line"><a id="l00212" name="l00212"></a><span class="lineno"> 212</span> constant <span class="keyword">const</span> int64_t* src_strides [[buffer(3)]],</div>
<div class="line"><a id="l00213" name="l00213"></a><span class="lineno"> 213</span> constant <span class="keyword">const</span> int64_t* dst_strides [[buffer(4)]],</div>
<div class="line"><a id="l00214" name="l00214"></a><span class="lineno"> 214</span> constant <span class="keyword">const</span> <span class="keywordtype">int</span>&amp; ndim [[buffer(5)]],</div>
<div class="line"><a id="l00215" name="l00215"></a><span class="lineno"> 215</span> constant <span class="keyword">const</span> int64_t&amp; src_offset [[buffer(6)]],</div>
<div class="line"><a id="l00216" name="l00216"></a><span class="lineno"> 216</span> constant <span class="keyword">const</span> int64_t&amp; dst_offset [[buffer(7)]],</div>
<div class="line"><a id="l00217" name="l00217"></a><span class="lineno"> 217</span> uint3 index [[thread_position_in_grid]]) {</div>
<div class="line"><a id="l00218" name="l00218"></a><span class="lineno"> 218</span> src += src_offset;</div>
<div class="line"><a id="l00219" name="l00219"></a><span class="lineno"> 219</span> dst += dst_offset;</div>
<div class="line"><a id="l00220" name="l00220"></a><span class="lineno"> 220</span> <span class="keyword">auto</span> idx = <a class="code hl_function" href="backend_2metal_2kernels_2utils_8h.html#a97ea664406a270b34ff5a23815716730">elem_to_loc_2_nd&lt;IdxT&gt;</a>(</div>
<div class="line"><a id="l00221" name="l00221"></a><span class="lineno"> 221</span> {N * index.x, index.y, index.z},</div>
<div class="line"><a id="l00222" name="l00222"></a><span class="lineno"> 222</span> src_shape,</div>
<div class="line"><a id="l00223" name="l00223"></a><span class="lineno"> 223</span> src_strides,</div>
<div class="line"><a id="l00224" name="l00224"></a><span class="lineno"> 224</span> dst_strides,</div>
<div class="line"><a id="l00225" name="l00225"></a><span class="lineno"> 225</span> ndim);</div>
<div class="line"><a id="l00226" name="l00226"></a><span class="lineno"> 226</span> <span class="keywordflow">if</span> (N == 1) {</div>
<div class="line"><a id="l00227" name="l00227"></a><span class="lineno"> 227</span> dst[idx.y] = src[idx.x];</div>
<div class="line"><a id="l00228" name="l00228"></a><span class="lineno"> 228</span> <span class="keywordflow">return</span>;</div>
<div class="line"><a id="l00229" name="l00229"></a><span class="lineno"> 229</span> }</div>
<div class="line"><a id="l00230" name="l00230"></a><span class="lineno"> 230</span> IdxT src_xstride = src_strides[ndim - 1];</div>
<div class="line"><a id="l00231" name="l00231"></a><span class="lineno"> 231</span> IdxT dst_xstride = dst_strides[ndim - 1];</div>
<div class="line"><a id="l00232" name="l00232"></a><span class="lineno"> 232</span> <span class="keyword">auto</span> xshape = src_shape[ndim - 1];</div>
<div class="line"><a id="l00233" name="l00233"></a><span class="lineno"> 233</span> <span class="keywordflow">for</span> (<span class="keywordtype">int</span> i = 0; i &lt; N &amp;&amp; (int(N * index.x) + i) &lt; xshape; ++i) {</div>
<div class="line"><a id="l00234" name="l00234"></a><span class="lineno"> 234</span> dst[idx.y] = src[idx.x];</div>
<div class="line"><a id="l00235" name="l00235"></a><span class="lineno"> 235</span> idx.x += src_xstride;</div>
<div class="line"><a id="l00236" name="l00236"></a><span class="lineno"> 236</span> idx.y += dst_xstride;</div>
<div class="line"><a id="l00237" name="l00237"></a><span class="lineno"> 237</span> }</div>
<div class="line"><a id="l00238" name="l00238"></a><span class="lineno"> 238</span>}</div>
</div>
<div class="ttc" id="abackend_2metal_2kernels_2utils_8h_html_a497dd9f1a00c8a4303d8782158a0812a"><div class="ttname"><a href="backend_2metal_2kernels_2utils_8h.html#a497dd9f1a00c8a4303d8782158a0812a">elem_to_loc</a></div><div class="ttdeci">METAL_FUNC IdxT elem_to_loc(IdxT elem, constant const int *shape, constant const int64_t *strides, int ndim)</div><div class="ttdef"><b>Definition</b> utils.h:93</div></div>
<div class="ttc" id="abackend_2metal_2kernels_2utils_8h_html_a6787efcdf7a898d5bafb48f2a2f1e555"><div class="ttname"><a href="backend_2metal_2kernels_2utils_8h.html#a6787efcdf7a898d5bafb48f2a2f1e555">elem_to_loc_1</a></div><div class="ttdeci">METAL_FUNC IdxT elem_to_loc_1(uint elem, constant const int64_t &amp;stride)</div><div class="ttdef"><b>Definition</b> utils.h:126</div></div>
<div class="ttc" id="abackend_2metal_2kernels_2utils_8h_html_a97ea664406a270b34ff5a23815716730"><div class="ttname"><a href="backend_2metal_2kernels_2utils_8h.html#a97ea664406a270b34ff5a23815716730">elem_to_loc_2_nd</a></div><div class="ttdeci">METAL_FUNC vec&lt; IdxT, 2 &gt; elem_to_loc_2_nd(uint3 elem, constant const int *shape, constant const int64_t *a_strides, constant const int64_t *b_strides, int ndim)</div><div class="ttdef"><b>Definition</b> utils.h:145</div></div>
<div class="ttc" id="abackend_2metal_2kernels_2utils_8h_html_aac0e227f82198021246aa91d8c427b3e"><div class="ttname"><a href="backend_2metal_2kernels_2utils_8h.html#aac0e227f82198021246aa91d8c427b3e">elem_to_loc_2</a></div><div class="ttdeci">METAL_FUNC IdxT elem_to_loc_2(uint2 elem, constant const int64_t strides[2])</div><div class="ttdef"><b>Definition</b> utils.h:131</div></div>
<div class="ttc" id="abackend_2metal_2kernels_2utils_8h_html_ac8f4258ba306870b0280079f1c5eb23e"><div class="ttname"><a href="backend_2metal_2kernels_2utils_8h.html#ac8f4258ba306870b0280079f1c5eb23e">elem_to_loc_3</a></div><div class="ttdeci">METAL_FUNC IdxT elem_to_loc_3(uint3 elem, constant const int64_t strides[3])</div><div class="ttdef"><b>Definition</b> utils.h:136</div></div>
2024-12-07 05:22:39 +08:00
<div class="ttc" id="ametal_2kernels_2copy_8h_html_a232c5c6b8386cf8ecbf4cdadb6e4176e"><div class="ttname"><a href="metal_2kernels_2copy_8h.html#a232c5c6b8386cf8ecbf4cdadb6e4176e">copy_g_nd1</a></div><div class="ttdeci">void copy_g_nd1(device const T *src, device U *dst, constant const int64_t &amp;src_stride, uint index)</div><div class="ttdef"><b>Definition</b> copy.h:40</div></div>
<div class="ttc" id="ametal_2kernels_2copy_8h_html_a370d7bbba1a4b0d64da873bafd29a78b"><div class="ttname"><a href="metal_2kernels_2copy_8h.html#a370d7bbba1a4b0d64da873bafd29a78b">copy_gg_nd1</a></div><div class="ttdeci">void copy_gg_nd1(device const T *src, device U *dst, constant const int64_t &amp;src_stride, constant const int64_t &amp;dst_stride, uint index)</div><div class="ttdef"><b>Definition</b> copy.h:101</div></div>
2024-11-23 04:24:16 +08:00
<div class="ttc" id="ametal_2kernels_2copy_8h_html_a39ec5b7b8351e4332b842982a2ee6260"><div class="ttname"><a href="metal_2kernels_2copy_8h.html#a39ec5b7b8351e4332b842982a2ee6260">copy_g_nd2</a></div><div class="ttdeci">void copy_g_nd2(device const T *src, device U *dst, constant const int64_t *src_strides, uint2 index, uint2 grid_dim)</div><div class="ttdef"><b>Definition</b> copy.h:50</div></div>
<div class="ttc" id="ametal_2kernels_2copy_8h_html_a3f3836ad0b6545ec9b9e1864224f7a13"><div class="ttname"><a href="metal_2kernels_2copy_8h.html#a3f3836ad0b6545ec9b9e1864224f7a13">copy_gg_nd3</a></div><div class="ttdeci">void copy_gg_nd3(device const T *src, device U *dst, constant const int64_t *src_strides, constant const int64_t *dst_strides, uint3 index)</div><div class="ttdef"><b>Definition</b> copy.h:125</div></div>
<div class="ttc" id="ametal_2kernels_2copy_8h_html_a71e4103db4689d90ef6f9d5ba93604cf"><div class="ttname"><a href="metal_2kernels_2copy_8h.html#a71e4103db4689d90ef6f9d5ba93604cf">copy_g</a></div><div class="ttdeci">void copy_g(device const T *src, device U *dst, constant const int *src_shape, constant const int64_t *src_strides, constant const int &amp;ndim, uint3 index, uint3 grid_dim)</div><div class="ttdef"><b>Definition</b> copy.h:75</div></div>
2024-10-15 23:12:17 +08:00
<div class="ttc" id="ametal_2kernels_2copy_8h_html_a8023e9335cc5334847a8d315042be3a3"><div class="ttname"><a href="metal_2kernels_2copy_8h.html#a8023e9335cc5334847a8d315042be3a3">copy_s2</a></div><div class="ttdeci">void copy_s2(device const T *src, device U *dst, uint2 index, uint2 grid_dim)</div><div class="ttdef"><b>Definition</b> copy.h:20</div></div>
2025-01-10 05:56:20 +08:00
<div class="ttc" id="ametal_2kernels_2copy_8h_html_a8548ea41cac179084ddd33d26921576f"><div class="ttname"><a href="metal_2kernels_2copy_8h.html#a8548ea41cac179084ddd33d26921576f">copy_gg_dynamic_nd1</a></div><div class="ttdeci">void copy_gg_dynamic_nd1(device const T *src, device U *dst, constant const int64_t &amp;src_stride, constant const int64_t &amp;dst_stride, constant const int64_t &amp;src_offset, constant const int64_t &amp;dst_offset, uint index)</div><div class="ttdef"><b>Definition</b> copy.h:166</div></div>
<div class="ttc" id="ametal_2kernels_2copy_8h_html_a9b9266ee25a4dbcbe4fde883b40170f1"><div class="ttname"><a href="metal_2kernels_2copy_8h.html#a9b9266ee25a4dbcbe4fde883b40170f1">copy_gg_dynamic_nd2</a></div><div class="ttdeci">void copy_gg_dynamic_nd2(device const T *src, device U *dst, constant const int64_t *src_strides, constant const int64_t *dst_strides, constant const int64_t &amp;src_offset, constant const int64_t &amp;dst_offset, uint2 index)</div><div class="ttdef"><b>Definition</b> copy.h:180</div></div>
2024-11-23 04:24:16 +08:00
<div class="ttc" id="ametal_2kernels_2copy_8h_html_aab82689380897ff4716b5eafd6ef3ecc"><div class="ttname"><a href="metal_2kernels_2copy_8h.html#aab82689380897ff4716b5eafd6ef3ecc">copy_g_nd3</a></div><div class="ttdeci">void copy_g_nd3(device const T *src, device U *dst, constant const int64_t *src_strides, uint3 index, uint3 grid_dim)</div><div class="ttdef"><b>Definition</b> copy.h:62</div></div>
2025-01-10 05:56:20 +08:00
<div class="ttc" id="ametal_2kernels_2copy_8h_html_ad0f05a73165d4ee38c9f02c705ea6ca8"><div class="ttname"><a href="metal_2kernels_2copy_8h.html#ad0f05a73165d4ee38c9f02c705ea6ca8">copy_gg_dynamic</a></div><div class="ttdeci">void copy_gg_dynamic(device const T *src, device U *dst, constant const int *src_shape, constant const int64_t *src_strides, constant const int64_t *dst_strides, constant const int &amp;ndim, constant const int64_t &amp;src_offset, constant const int64_t &amp;dst_offset, uint3 index)</div><div class="ttdef"><b>Definition</b> copy.h:208</div></div>
2024-11-23 04:24:16 +08:00
<div class="ttc" id="ametal_2kernels_2copy_8h_html_ade9a9eea9b8262a854a11721fe2bb9fa"><div class="ttname"><a href="metal_2kernels_2copy_8h.html#ade9a9eea9b8262a854a11721fe2bb9fa">copy_gg</a></div><div class="ttdeci">void copy_gg(device const T *src, device U *dst, constant const int *src_shape, constant const int64_t *src_strides, constant const int64_t *dst_strides, constant const int &amp;ndim, uint3 index)</div><div class="ttdef"><b>Definition</b> copy.h:137</div></div>
2024-10-15 23:12:17 +08:00
<div class="ttc" id="ametal_2kernels_2copy_8h_html_ae26a13e0c8e6c15f7b10078e65970659"><div class="ttname"><a href="metal_2kernels_2copy_8h.html#ae26a13e0c8e6c15f7b10078e65970659">copy_v</a></div><div class="ttdeci">void copy_v(device const T *src, device U *dst, uint index)</div><div class="ttdef"><b>Definition</b> copy.h:12</div></div>
<div class="ttc" id="ametal_2kernels_2copy_8h_html_aee14a5326f53d9b30b0b38e27d180ef3"><div class="ttname"><a href="metal_2kernels_2copy_8h.html#aee14a5326f53d9b30b0b38e27d180ef3">copy_v2</a></div><div class="ttdeci">void copy_v2(device const T *src, device U *dst, uint2 index, uint2 grid_dim)</div><div class="ttdef"><b>Definition</b> copy.h:30</div></div>
<div class="ttc" id="ametal_2kernels_2copy_8h_html_aef09f9b9475345b1bba121d037d222ea"><div class="ttname"><a href="metal_2kernels_2copy_8h.html#aef09f9b9475345b1bba121d037d222ea">copy_s</a></div><div class="ttdeci">void copy_s(device const T *src, device U *dst, uint index)</div><div class="ttdef"><b>Definition</b> copy.h:4</div></div>
2024-11-23 04:24:16 +08:00
<div class="ttc" id="ametal_2kernels_2copy_8h_html_af0b06ac3a96852a64fa4274a94b58301"><div class="ttname"><a href="metal_2kernels_2copy_8h.html#af0b06ac3a96852a64fa4274a94b58301">copy_gg_nd2</a></div><div class="ttdeci">void copy_gg_nd2(device const T *src, device U *dst, constant const int64_t *src_strides, constant const int64_t *dst_strides, uint2 index)</div><div class="ttdef"><b>Definition</b> copy.h:113</div></div>
2025-01-10 05:56:20 +08:00
<div class="ttc" id="ametal_2kernels_2copy_8h_html_af33ccc02f10bcb5c19ea7b1dd0af4956"><div class="ttname"><a href="metal_2kernels_2copy_8h.html#af33ccc02f10bcb5c19ea7b1dd0af4956">copy_gg_dynamic_nd3</a></div><div class="ttdeci">void copy_gg_dynamic_nd3(device const T *src, device U *dst, constant const int64_t *src_strides, constant const int64_t *dst_strides, constant const int64_t &amp;src_offset, constant const int64_t &amp;dst_offset, uint3 index)</div><div class="ttdef"><b>Definition</b> copy.h:194</div></div>
2024-10-15 23:12:17 +08:00
</div><!-- fragment --></div><!-- contents -->
</div><!-- doc-content -->
2025-01-10 05:56:20 +08:00
<!-- start footer part -->
<div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
<ul>
<li class="navelem"><a class="el" href="dir_938ab0ecf10b8b860ff766c820f665fd.html">mlx</a></li><li class="navelem"><a class="el" href="dir_1d446c9bd3c99228254c9484e0bc5c06.html">backend</a></li><li class="navelem"><a class="el" href="dir_d0c977ea65824390717cdb7efc36c157.html">metal</a></li><li class="navelem"><a class="el" href="dir_70a37effa88bcbd6b791977fa1e64356.html">kernels</a></li><li class="navelem"><a class="el" href="metal_2kernels_2copy_8h.html">copy.h</a></li>
2025-02-07 04:16:29 +08:00
<li class="footer">Generated by <a href="https://www.doxygen.org/index.html"><img class="footer" src="doxygen.svg" width="104" height="31" alt="doxygen"/></a> 1.13.2 </li>
2025-01-10 05:56:20 +08:00
</ul>
</div>
2024-10-15 23:12:17 +08:00
</body>
</html>