222 lines
177 KiB
HTML
222 lines
177 KiB
HTML
<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
|
|
<html xmlns="http://www.w3.org/1999/xhtml">
|
|
<head>
|
|
<meta http-equiv="Content-Type" content="text/xhtml;charset=UTF-8"/>
|
|
<meta http-equiv="X-UA-Compatible" content="IE=9"/>
|
|
<meta name="generator" content="Doxygen 1.8.14"/>
|
|
<meta name="viewport" content="width=device-width, initial-scale=1"/>
|
|
<title>Cutlass: gemm_traits.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>
|
|
<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/x-mathjax-config">
|
|
MathJax.Hub.Config({
|
|
extensions: ["tex2jax.js"],
|
|
jax: ["input/TeX","output/HTML-CSS"],
|
|
});
|
|
</script><script type="text/javascript" async src="http://cdn.mathjax.org/mathjax/latest/MathJax.js"></script>
|
|
<link href="doxygen.css" rel="stylesheet" type="text/css" />
|
|
</head>
|
|
<body>
|
|
<div id="top"><!-- do not remove this div, it is closed by doxygen! -->
|
|
<div id="titlearea">
|
|
<table cellspacing="0" cellpadding="0">
|
|
<tbody>
|
|
<tr style="height: 56px;">
|
|
<td id="projectalign" style="padding-left: 0.5em;">
|
|
<div id="projectname">Cutlass
|
|
</div>
|
|
<div id="projectbrief">CUDA Templates for Linear Algebra Subroutines and Solvers</div>
|
|
</td>
|
|
</tr>
|
|
</tbody>
|
|
</table>
|
|
</div>
|
|
<!-- end header part -->
|
|
<!-- Generated by Doxygen 1.8.14 -->
|
|
<script type="text/javascript">
|
|
/* @license magnet:?xt=urn:btih:cf05388f2679ee054f2beb29a391d25f4e673ac3&dn=gpl-2.0.txt GPL-v2 */
|
|
var searchBox = new SearchBox("searchBox", "search",false,'Search');
|
|
/* @license-end */
|
|
</script>
|
|
<script type="text/javascript" src="menudata.js"></script>
|
|
<script type="text/javascript" src="menu.js"></script>
|
|
<script type="text/javascript">
|
|
/* @license magnet:?xt=urn:btih:cf05388f2679ee054f2beb29a391d25f4e673ac3&dn=gpl-2.0.txt GPL-v2 */
|
|
$(function() {
|
|
initMenu('',true,false,'search.php','Search');
|
|
$(document).ready(function() { init_search(); });
|
|
});
|
|
/* @license-end */</script>
|
|
<div id="main-nav"></div>
|
|
<!-- window showing the filter options -->
|
|
<div id="MSearchSelectWindow"
|
|
onmouseover="return searchBox.OnSearchSelectShow()"
|
|
onmouseout="return searchBox.OnSearchSelectHide()"
|
|
onkeydown="return searchBox.OnSearchSelectKey(event)">
|
|
</div>
|
|
|
|
<!-- iframe showing the search results (closed by default) -->
|
|
<div id="MSearchResultsWindow">
|
|
<iframe src="javascript:void(0)" frameborder="0"
|
|
name="MSearchResults" id="MSearchResults">
|
|
</iframe>
|
|
</div>
|
|
|
|
<div id="nav-path" class="navpath">
|
|
<ul>
|
|
<li class="navelem"><a class="el" href="dir_1417ee5ebebc309c36b7962f26a92c39.html">cutlass</a></li><li class="navelem"><a class="el" href="dir_18d6a367a3982a494d65599933fc67a3.html">gemm</a></li> </ul>
|
|
</div>
|
|
</div><!-- top -->
|
|
<div class="header">
|
|
<div class="headertitle">
|
|
<div class="title">gemm_traits.h</div> </div>
|
|
</div><!--header-->
|
|
<div class="contents">
|
|
<a href="gemm__traits_8h.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span> <span class="comment">/***************************************************************************************************</span></div><div class="line"><a name="l00002"></a><span class="lineno"> 2</span> <span class="comment"> * Copyright (c) 2017-2018, NVIDIA CORPORATION. All rights reserved.</span></div><div class="line"><a name="l00003"></a><span class="lineno"> 3</span> <span class="comment"> *</span></div><div class="line"><a name="l00004"></a><span class="lineno"> 4</span> <span class="comment"> * Redistribution and use in source and binary forms, with or without modification, are permitted</span></div><div class="line"><a name="l00005"></a><span class="lineno"> 5</span> <span class="comment"> * provided that the following conditions are met:</span></div><div class="line"><a name="l00006"></a><span class="lineno"> 6</span> <span class="comment"> * * Redistributions of source code must retain the above copyright notice, this list of</span></div><div class="line"><a name="l00007"></a><span class="lineno"> 7</span> <span class="comment"> * conditions and the following disclaimer.</span></div><div class="line"><a name="l00008"></a><span class="lineno"> 8</span> <span class="comment"> * * Redistributions in binary form must reproduce the above copyright notice, this list of</span></div><div class="line"><a name="l00009"></a><span class="lineno"> 9</span> <span class="comment"> * conditions and the following disclaimer in the documentation and/or other materials</span></div><div class="line"><a name="l00010"></a><span class="lineno"> 10</span> <span class="comment"> * provided with the distribution.</span></div><div class="line"><a name="l00011"></a><span class="lineno"> 11</span> <span class="comment"> * * Neither the name of the NVIDIA CORPORATION nor the names of its contributors may be used</span></div><div class="line"><a name="l00012"></a><span class="lineno"> 12</span> <span class="comment"> * to endorse or promote products derived from this software without specific prior written</span></div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span> <span class="comment"> * permission.</span></div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span> <span class="comment"> *</span></div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span> <span class="comment"> * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR</span></div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span> <span class="comment"> * IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND</span></div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span> <span class="comment"> * FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL NVIDIA CORPORATION BE LIABLE</span></div><div class="line"><a name="l00018"></a><span class="lineno"> 18</span> <span class="comment"> * FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING,</span></div><div class="line"><a name="l00019"></a><span class="lineno"> 19</span> <span class="comment"> * BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS;</span></div><div class="line"><a name="l00020"></a><span class="lineno"> 20</span> <span class="comment"> * OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT,</span></div><div class="line"><a name="l00021"></a><span class="lineno"> 21</span> <span class="comment"> * STRICT LIABILITY, OR TOR (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE</span></div><div class="line"><a name="l00022"></a><span class="lineno"> 22</span> <span class="comment"> * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.</span></div><div class="line"><a name="l00023"></a><span class="lineno"> 23</span> <span class="comment"> *</span></div><div class="line"><a name="l00024"></a><span class="lineno"> 24</span> <span class="comment"> **************************************************************************************************/</span></div><div class="line"><a name="l00028"></a><span class="lineno"> 28</span> <span class="preprocessor">#pragma once</span></div><div class="line"><a name="l00029"></a><span class="lineno"> 29</span> </div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span> <span class="preprocessor">#include "<a class="code" href="convert_8h.html">cutlass/convert.h</a>"</span></div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span> <span class="preprocessor">#include "<a class="code" href="matrix__traits_8h.html">cutlass/matrix_traits.h</a>"</span></div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span> <span class="preprocessor">#include "<a class="code" href="reshape__tile_8h.html">cutlass/reshape_tile.h</a>"</span></div><div class="line"><a name="l00033"></a><span class="lineno"> 33</span> <span class="preprocessor">#include "<a class="code" href="tile__allocation_8h.html">cutlass/tile_allocation.h</a>"</span></div><div class="line"><a name="l00034"></a><span class="lineno"> 34</span> <span class="preprocessor">#include "<a class="code" href="tile__iterator_8h.html">cutlass/tile_iterator.h</a>"</span></div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span> <span class="preprocessor">#include "<a class="code" href="kernel__launch_8h.html">cutlass/kernel_launch.h</a>"</span></div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span> </div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span> <span class="preprocessor">#include "<a class="code" href="clear__accumulators_8h.html">cutlass/gemm/clear_accumulators.h</a>"</span></div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span> <span class="preprocessor">#include "<a class="code" href="gemm__config_8h.html">cutlass/gemm/gemm_config.h</a>"</span></div><div class="line"><a name="l00039"></a><span class="lineno"> 39</span> <span class="preprocessor">#include "<a class="code" href="gemm__desc_8h.html">cutlass/gemm/gemm_desc.h</a>"</span></div><div class="line"><a name="l00040"></a><span class="lineno"> 40</span> <span class="preprocessor">#include "<a class="code" href="gemm__stream__pair_8h.html">cutlass/gemm/gemm_stream_pair.h</a>"</span></div><div class="line"><a name="l00041"></a><span class="lineno"> 41</span> <span class="preprocessor">#include "<a class="code" href="gemm__global__stream_8h.html">cutlass/gemm/gemm_global_stream.h</a>"</span></div><div class="line"><a name="l00042"></a><span class="lineno"> 42</span> <span class="preprocessor">#include "<a class="code" href="gemm__operand_8h.html">cutlass/gemm/gemm_operand.h</a>"</span></div><div class="line"><a name="l00043"></a><span class="lineno"> 43</span> <span class="preprocessor">#include "<a class="code" href="gemm__shared__stream_8h.html">cutlass/gemm/gemm_shared_stream.h</a>"</span></div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span> <span class="preprocessor">#include "<a class="code" href="threadblock__swizzle_8h.html">cutlass/gemm/threadblock_swizzle.h</a>"</span></div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span> <span class="preprocessor">#include "<a class="code" href="gemm_8h.html">cutlass/gemm/gemm.h</a>"</span></div><div class="line"><a name="l00046"></a><span class="lineno"> 46</span> <span class="keyword">namespace </span><a class="code" href="namespacecutlass.html">cutlass</a> {</div><div class="line"><a name="l00047"></a><span class="lineno"> 47</span> <span class="keyword">namespace </span>gemm {</div><div class="line"><a name="l00048"></a><span class="lineno"> 48</span> </div><div class="line"><a name="l00050"></a><span class="lineno"> 50</span> </div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span> <span class="keyword">template</span> <enum MatrixLayout::Kind, <span class="keyword">typename</span> GemmConfig_></div><div class="line"><a name="l00052"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA.html"> 52</a></span> <span class="keyword">struct </span><a class="code" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA.html">GemmTileTraitsHelperA</a> {};</div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span> </div><div class="line"><a name="l00055"></a><span class="lineno"> 55</span> </div><div class="line"><a name="l00056"></a><span class="lineno"> 56</span> <span class="keyword">template</span> <<span class="keyword">typename</span> GemmConfig_></div><div class="line"><a name="l00057"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA_3_01MatrixLayout_1_1kColumnMajor_00_01GemmConfig___01_4.html"> 57</a></span> <span class="keyword">struct </span><a class="code" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA.html">GemmTileTraitsHelperA</a><<a class="code" href="structcutlass_1_1MatrixLayout.html">MatrixLayout</a>::kColumnMajor, GemmConfig_> {</div><div class="line"><a name="l00059"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA_3_01MatrixLayout_1_1kColumnMajor_00_01GemmConfig___01_4.html#ad2010686bceb21aec9a1924ae379edc1"> 59</a></span>  <span class="keyword">static</span> <a class="code" href="structcutlass_1_1MatrixLayout.html#a97ef07af21b122c1804245b0c7784d2b">MatrixLayout::Kind</a> <span class="keyword">const</span> kLayout = <a class="code" href="structcutlass_1_1MatrixLayout.html#a97ef07af21b122c1804245b0c7784d2bac15988acba79c11072d38b295f163a2b">MatrixLayout::kColumnMajor</a>;</div><div class="line"><a name="l00060"></a><span class="lineno"> 60</span> </div><div class="line"><a name="l00062"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA_3_01MatrixLayout_1_1kColumnMajor_00_01GemmConfig___01_4.html#af511f0ff83166b2a77d4cad4150c8e8f"> 62</a></span>  <span class="keyword">typedef</span> <span class="keyword">typename</span> GemmConfig_::ScalarA <a class="code" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA_3_01MatrixLayout_1_1kColumnMajor_00_01GemmConfig___01_4.html#af511f0ff83166b2a77d4cad4150c8e8f">Scalar</a>;</div><div class="line"><a name="l00064"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA_3_01MatrixLayout_1_1kColumnMajor_00_01GemmConfig___01_4.html#a19fb8c9b9a77aebec507635de7da6f21"> 64</a></span>  <span class="keyword">typedef</span> <span class="keyword">typename</span> GemmConfig_::MultiplyAdd::ScalarA <a class="code" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA_3_01MatrixLayout_1_1kColumnMajor_00_01GemmConfig___01_4.html#a19fb8c9b9a77aebec507635de7da6f21">MultiplyAddScalar</a>;</div><div class="line"><a name="l00065"></a><span class="lineno"> 65</span> </div><div class="line"><a name="l00067"></a><span class="lineno"> 67</span>  <span class="keyword">typedef</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmGlobalTileTraits.html">GemmGlobalTileTraits</a><</div><div class="line"><a name="l00068"></a><span class="lineno"> 68</span>  <span class="comment">// That's A.</span></div><div class="line"><a name="l00069"></a><span class="lineno"> 69</span>  <a class="code" href="structcutlass_1_1GemmOperand.html#ab209ea3de198efabe8e8707dfe8e0a0cac2b9fe9e3679a059d1a6c946b2a2c31a">GemmOperand::kA</a>,</div><div class="line"><a name="l00070"></a><span class="lineno"> 70</span>  <span class="comment">// A is column-major.</span></div><div class="line"><a name="l00071"></a><span class="lineno"> 71</span>  <a class="code" href="structcutlass_1_1MatrixLayout.html#a97ef07af21b122c1804245b0c7784d2bac15988acba79c11072d38b295f163a2b">MatrixLayout::kColumnMajor</a>,</div><div class="line"><a name="l00072"></a><span class="lineno"> 72</span>  <span class="comment">// The pointer is float const.</span></div><div class="line"><a name="l00073"></a><span class="lineno"> 73</span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA_3_01MatrixLayout_1_1kColumnMajor_00_01GemmConfig___01_4.html#af511f0ff83166b2a77d4cad4150c8e8f">Scalar</a> <span class="keyword">const</span>,</div><div class="line"><a name="l00074"></a><span class="lineno"> 74</span>  <span class="comment">// The tile has size KxM in GEMM's terminology.</span></div><div class="line"><a name="l00075"></a><span class="lineno"> 75</span>  <a class="code" href="structcutlass_1_1Shape.html">Shape<1, GemmConfig_::OutputTile::kD, GemmConfig_::OutputTile::kW></a>,</div><div class="line"><a name="l00076"></a><span class="lineno"> 76</span>  <span class="comment">// The threads are distributed as warps x 32 (the traits may reorganize).</span></div><div class="line"><a name="l00077"></a><span class="lineno"> 77</span>  <a class="code" href="structcutlass_1_1Shape.html">Shape<1, ShapeCount<typename GemmConfig_::Warps>::kCount</a>, GemmConfig_::kWarpSize>,</div><div class="line"><a name="l00078"></a><span class="lineno"> 78</span>  <span class="comment">// The number of scalars per LDG (LDG.32 or LDG.128, etc).</span></div><div class="line"><a name="l00079"></a><span class="lineno"> 79</span>  GemmConfig_::kScalarsPerLdgA></div><div class="line"><a name="l00080"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA_3_01MatrixLayout_1_1kColumnMajor_00_01GemmConfig___01_4.html#adc95f4a8617cdf28e5b5d7d2d1aefec2"> 80</a></span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA_3_01MatrixLayout_1_1kColumnMajor_00_01GemmConfig___01_4.html#adc95f4a8617cdf28e5b5d7d2d1aefec2">GlobalTileTraits</a>;</div><div class="line"><a name="l00081"></a><span class="lineno"> 81</span> </div><div class="line"><a name="l00083"></a><span class="lineno"> 83</span>  <span class="keyword">typedef</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmSharedStoreTileAbTraits.html">GemmSharedStoreTileAbTraits</a><</div><div class="line"><a name="l00084"></a><span class="lineno"> 84</span>  <span class="comment">// The pointer is float.</span></div><div class="line"><a name="l00085"></a><span class="lineno"> 85</span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA_3_01MatrixLayout_1_1kColumnMajor_00_01GemmConfig___01_4.html#a19fb8c9b9a77aebec507635de7da6f21">MultiplyAddScalar</a>,</div><div class="line"><a name="l00086"></a><span class="lineno"> 86</span>  <span class="comment">// The tile has size KxM in GEMM's terminology.</span></div><div class="line"><a name="l00087"></a><span class="lineno"> 87</span>  <a class="code" href="structcutlass_1_1Shape.html">Shape</a><GemmConfig_::kStages,</div><div class="line"><a name="l00088"></a><span class="lineno"> 88</span>  GemmConfig_::OutputTile::kD / GemmConfig_::InstructionShape::kD,</div><div class="line"><a name="l00089"></a><span class="lineno"> 89</span>  GemmConfig_::OutputTile::kW * GemmConfig_::InstructionShape::kD>,</div><div class="line"><a name="l00090"></a><span class="lineno"> 90</span>  <span class="comment">// The threads are distributed as warps x 32 (the traits may reorganize).</span></div><div class="line"><a name="l00091"></a><span class="lineno"> 91</span>  <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmGlobalTileTraits.html#aae7128f5522383c857d2639031b64c30">GlobalTileTraits::Threads</a>,</div><div class="line"><a name="l00092"></a><span class="lineno"> 92</span>  <span class="comment">// The number of scalars per STS (STS.32 or STS.128, etc).</span></div><div class="line"><a name="l00093"></a><span class="lineno"> 93</span>  GemmConfig_::kScalarsPerStsA></div><div class="line"><a name="l00094"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA_3_01MatrixLayout_1_1kColumnMajor_00_01GemmConfig___01_4.html#aaa198fed841af6bf26bf2e9544d0a877"> 94</a></span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA_3_01MatrixLayout_1_1kColumnMajor_00_01GemmConfig___01_4.html#aaa198fed841af6bf26bf2e9544d0a877">SharedStoreTileTraits</a>;</div><div class="line"><a name="l00095"></a><span class="lineno"> 95</span> </div><div class="line"><a name="l00097"></a><span class="lineno"> 97</span>  <span class="keyword">typedef</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmSharedLoadTileATraits.html">GemmSharedLoadTileATraits</a><</div><div class="line"><a name="l00098"></a><span class="lineno"> 98</span>  <span class="comment">// The pointer is float const.</span></div><div class="line"><a name="l00099"></a><span class="lineno"> 99</span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA_3_01MatrixLayout_1_1kColumnMajor_00_01GemmConfig___01_4.html#a19fb8c9b9a77aebec507635de7da6f21">MultiplyAddScalar</a> <span class="keyword">const</span>,</div><div class="line"><a name="l00100"></a><span class="lineno"> 100</span>  <span class="comment">// The output tile size.</span></div><div class="line"><a name="l00101"></a><span class="lineno"> 101</span>  <span class="keyword">typename</span> GemmConfig_::OutputTile,</div><div class="line"><a name="l00102"></a><span class="lineno"> 102</span>  <span class="comment">// The number of warps.</span></div><div class="line"><a name="l00103"></a><span class="lineno"> 103</span>  <span class="keyword">typename</span> GemmConfig_::Warps,</div><div class="line"><a name="l00104"></a><span class="lineno"> 104</span>  <span class="comment">// The number of threads per warp.</span></div><div class="line"><a name="l00105"></a><span class="lineno"> 105</span>  <span class="keyword">typename</span> GemmConfig_::MultiplyAdd::ThreadsPerWarp,</div><div class="line"><a name="l00106"></a><span class="lineno"> 106</span>  <span class="comment">// The shape of the FMA instruction.</span></div><div class="line"><a name="l00107"></a><span class="lineno"> 107</span>  <span class="keyword">typename</span> GemmConfig_::InstructionShape,</div><div class="line"><a name="l00108"></a><span class="lineno"> 108</span>  <span class="comment">// The number of stages.</span></div><div class="line"><a name="l00109"></a><span class="lineno"> 109</span>  GemmConfig_::kStages,</div><div class="line"><a name="l00110"></a><span class="lineno"> 110</span>  <span class="comment">// The number of scalars per LDS.</span></div><div class="line"><a name="l00111"></a><span class="lineno"> 111</span>  GemmConfig_::kScalarsPerLdsA,</div><div class="line"><a name="l00112"></a><span class="lineno"> 112</span>  <span class="comment">// The skew.</span></div><div class="line"><a name="l00113"></a><span class="lineno"> 113</span>  0></div><div class="line"><a name="l00114"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA_3_01MatrixLayout_1_1kColumnMajor_00_01GemmConfig___01_4.html#af534fc5698513af3c6724b68ae03316d"> 114</a></span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA_3_01MatrixLayout_1_1kColumnMajor_00_01GemmConfig___01_4.html#af534fc5698513af3c6724b68ae03316d">SharedLoadTileTraits</a>;</div><div class="line"><a name="l00115"></a><span class="lineno"> 115</span> };</div><div class="line"><a name="l00116"></a><span class="lineno"> 116</span> </div><div class="line"><a name="l00118"></a><span class="lineno"> 118</span> </div><div class="line"><a name="l00119"></a><span class="lineno"> 119</span> <span class="keyword">template</span> <<span class="keyword">typename</span> GemmConfig_></div><div class="line"><a name="l00120"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA_3_01MatrixLayout_1_1kRowMajor_00_01GemmConfig___01_4.html"> 120</a></span> <span class="keyword">struct </span><a class="code" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA.html">GemmTileTraitsHelperA</a><<a class="code" href="structcutlass_1_1MatrixLayout.html">MatrixLayout</a>::kRowMajor, GemmConfig_> {</div><div class="line"><a name="l00122"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA_3_01MatrixLayout_1_1kRowMajor_00_01GemmConfig___01_4.html#aedd49525e2c849baecf88cdfd9e3515c"> 122</a></span>  <span class="keyword">static</span> <a class="code" href="structcutlass_1_1MatrixLayout.html#a97ef07af21b122c1804245b0c7784d2b">MatrixLayout::Kind</a> <span class="keyword">const</span> kLayout = <a class="code" href="structcutlass_1_1MatrixLayout.html#a97ef07af21b122c1804245b0c7784d2ba6a287c17f9f5bf53528ae68296beeedb">MatrixLayout::kRowMajor</a>;</div><div class="line"><a name="l00123"></a><span class="lineno"> 123</span> </div><div class="line"><a name="l00125"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA_3_01MatrixLayout_1_1kRowMajor_00_01GemmConfig___01_4.html#ac618881d66790e4c280dc5692e5ddf95"> 125</a></span>  <span class="keyword">typedef</span> <span class="keyword">typename</span> GemmConfig_::ScalarA <a class="code" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA_3_01MatrixLayout_1_1kRowMajor_00_01GemmConfig___01_4.html#ac618881d66790e4c280dc5692e5ddf95">Scalar</a>;</div><div class="line"><a name="l00127"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA_3_01MatrixLayout_1_1kRowMajor_00_01GemmConfig___01_4.html#afac6f7a62b24396ea6861e6fd10779cc"> 127</a></span>  <span class="keyword">typedef</span> <span class="keyword">typename</span> GemmConfig_::MultiplyAdd::ScalarA <a class="code" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA_3_01MatrixLayout_1_1kRowMajor_00_01GemmConfig___01_4.html#afac6f7a62b24396ea6861e6fd10779cc">MultiplyAddScalar</a>;</div><div class="line"><a name="l00128"></a><span class="lineno"> 128</span> </div><div class="line"><a name="l00130"></a><span class="lineno"> 130</span>  <span class="keyword">typedef</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmGlobalTileTraits.html">GemmGlobalTileTraits</a><</div><div class="line"><a name="l00131"></a><span class="lineno"> 131</span>  <span class="comment">// That's A.</span></div><div class="line"><a name="l00132"></a><span class="lineno"> 132</span>  <a class="code" href="structcutlass_1_1GemmOperand.html#ab209ea3de198efabe8e8707dfe8e0a0cac2b9fe9e3679a059d1a6c946b2a2c31a">GemmOperand::kA</a>,</div><div class="line"><a name="l00133"></a><span class="lineno"> 133</span>  <span class="comment">// A is row-major.</span></div><div class="line"><a name="l00134"></a><span class="lineno"> 134</span>  <a class="code" href="structcutlass_1_1MatrixLayout.html#a97ef07af21b122c1804245b0c7784d2ba6a287c17f9f5bf53528ae68296beeedb">MatrixLayout::kRowMajor</a>,</div><div class="line"><a name="l00135"></a><span class="lineno"> 135</span>  <span class="comment">// The pointer is float const.</span></div><div class="line"><a name="l00136"></a><span class="lineno"> 136</span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA_3_01MatrixLayout_1_1kRowMajor_00_01GemmConfig___01_4.html#ac618881d66790e4c280dc5692e5ddf95">Scalar</a> <span class="keyword">const</span>,</div><div class="line"><a name="l00137"></a><span class="lineno"> 137</span>  <span class="comment">// The tile has size MxK in GEMM's terminology.</span></div><div class="line"><a name="l00138"></a><span class="lineno"> 138</span>  <a class="code" href="structcutlass_1_1Shape.html">Shape<1, GemmConfig_::OutputTile::kW, GemmConfig_::OutputTile::kD></a>,</div><div class="line"><a name="l00139"></a><span class="lineno"> 139</span>  <span class="comment">// The threads are distributed as (threads / K) x K (the traits may reorganize).</span></div><div class="line"><a name="l00140"></a><span class="lineno"> 140</span>  <a class="code" href="structcutlass_1_1Shape.html">Shape</a><1, GemmConfig_::kThreads / GemmConfig_::OutputTile::kD, GemmConfig_::OutputTile::kD>,</div><div class="line"><a name="l00141"></a><span class="lineno"> 141</span>  <span class="comment">// The number of scalars per LDG (LDG.32 or LDG.128, etc).</span></div><div class="line"><a name="l00142"></a><span class="lineno"> 142</span>  GemmConfig_::kScalarsPerLdgA></div><div class="line"><a name="l00143"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA_3_01MatrixLayout_1_1kRowMajor_00_01GemmConfig___01_4.html#a8160a260acce2362e90d43bce733c69d"> 143</a></span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA_3_01MatrixLayout_1_1kRowMajor_00_01GemmConfig___01_4.html#a8160a260acce2362e90d43bce733c69d">GlobalTileTraits</a>;</div><div class="line"><a name="l00144"></a><span class="lineno"> 144</span> </div><div class="line"><a name="l00146"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA_3_01MatrixLayout_1_1kRowMajor_00_01GemmConfig___01_4.html#ad77b9084720ad7378e033e54bfb74ce7"> 146</a></span>  <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> kScalarsIn4B = <span class="keyword">sizeof</span>(<a class="code" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA_3_01MatrixLayout_1_1kRowMajor_00_01GemmConfig___01_4.html#afac6f7a62b24396ea6861e6fd10779cc">MultiplyAddScalar</a>) > 4 ? 1 : 4 / <span class="keyword">sizeof</span>(<a class="code" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA_3_01MatrixLayout_1_1kRowMajor_00_01GemmConfig___01_4.html#afac6f7a62b24396ea6861e6fd10779cc">MultiplyAddScalar</a>);</div><div class="line"><a name="l00148"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA_3_01MatrixLayout_1_1kRowMajor_00_01GemmConfig___01_4.html#a9c296924f9a6c6908f09830bbbf6a775"> 148</a></span>  <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> kSkewA = 128 / <span class="keyword">sizeof</span>(<a class="code" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA_3_01MatrixLayout_1_1kRowMajor_00_01GemmConfig___01_4.html#afac6f7a62b24396ea6861e6fd10779cc">MultiplyAddScalar</a>) / GemmConfig_::kScalarsPerStsA /</div><div class="line"><a name="l00149"></a><span class="lineno"> 149</span>  GlobalTileTraits::Threads::kW * kScalarsIn4B;</div><div class="line"><a name="l00150"></a><span class="lineno"> 150</span> </div><div class="line"><a name="l00152"></a><span class="lineno"> 152</span>  <span class="keyword">typedef</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmSharedStoreWithSkewTileAbTraits.html">GemmSharedStoreWithSkewTileAbTraits</a> <</div><div class="line"><a name="l00153"></a><span class="lineno"> 153</span>  <span class="comment">// The pointer is float.</span></div><div class="line"><a name="l00154"></a><span class="lineno"> 154</span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA_3_01MatrixLayout_1_1kRowMajor_00_01GemmConfig___01_4.html#afac6f7a62b24396ea6861e6fd10779cc">MultiplyAddScalar</a>,</div><div class="line"><a name="l00155"></a><span class="lineno"> 155</span>  <span class="comment">// The tile has size KxM in GEMM's terminology.</span></div><div class="line"><a name="l00156"></a><span class="lineno"> 156</span>  <a class="code" href="structcutlass_1_1Shape.html">Shape</a><GemmConfig_::kStages,</div><div class="line"><a name="l00157"></a><span class="lineno"> 157</span>  GemmConfig_::OutputTile::kD / GemmConfig_::InstructionShape::kD,</div><div class="line"><a name="l00158"></a><span class="lineno"> 158</span>  GemmConfig_::OutputTile::kW * GemmConfig_::InstructionShape::kD>,</div><div class="line"><a name="l00159"></a><span class="lineno"> 159</span>  <span class="comment">// The threads are distributed as (threads / K) x K (the traits may reorganize).</span></div><div class="line"><a name="l00160"></a><span class="lineno"> 160</span>  <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmGlobalTileTraits.html#aae7128f5522383c857d2639031b64c30">GlobalTileTraits::Threads</a>,</div><div class="line"><a name="l00161"></a><span class="lineno"> 161</span>  <span class="comment">// The number of scalars per STS.</span></div><div class="line"><a name="l00162"></a><span class="lineno"> 162</span>  GemmConfig_::kScalarsPerStsA,</div><div class="line"><a name="l00163"></a><span class="lineno"> 163</span>  <span class="comment">// The skew to avoid bank conflicts added in the tile W dimension.</span></div><div class="line"><a name="l00164"></a><span class="lineno"> 164</span>  kSkewA<GemmConfig_::kScalarsPerLdsA ? GemmConfig_::kScalarsPerLdsA : kSkewA></div><div class="line"><a name="l00165"></a><span class="lineno"> 165</span>  SharedStoreTileTraits;</div><div class="line"><a name="l00166"></a><span class="lineno"> 166</span> </div><div class="line"><a name="l00168"></a><span class="lineno"> 168</span>  <span class="keyword">typedef</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmSharedLoadTileATraits.html">GemmSharedLoadTileATraits</a><</div><div class="line"><a name="l00169"></a><span class="lineno"> 169</span>  <span class="comment">// The pointer is float const.</span></div><div class="line"><a name="l00170"></a><span class="lineno"> 170</span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA_3_01MatrixLayout_1_1kRowMajor_00_01GemmConfig___01_4.html#afac6f7a62b24396ea6861e6fd10779cc">MultiplyAddScalar</a> <span class="keyword">const</span>,</div><div class="line"><a name="l00171"></a><span class="lineno"> 171</span>  <span class="comment">// The output tile size.</span></div><div class="line"><a name="l00172"></a><span class="lineno"> 172</span>  <span class="keyword">typename</span> GemmConfig_::OutputTile,</div><div class="line"><a name="l00173"></a><span class="lineno"> 173</span>  <span class="comment">// The number of warps.</span></div><div class="line"><a name="l00174"></a><span class="lineno"> 174</span>  <span class="keyword">typename</span> GemmConfig_::Warps,</div><div class="line"><a name="l00175"></a><span class="lineno"> 175</span>  <span class="comment">// The number of threads per warp.</span></div><div class="line"><a name="l00176"></a><span class="lineno"> 176</span>  <span class="keyword">typename</span> GemmConfig_::MultiplyAdd::ThreadsPerWarp,</div><div class="line"><a name="l00177"></a><span class="lineno"> 177</span>  <span class="comment">// The shape of the FMA instruction.</span></div><div class="line"><a name="l00178"></a><span class="lineno"> 178</span>  <span class="keyword">typename</span> GemmConfig_::InstructionShape,</div><div class="line"><a name="l00179"></a><span class="lineno"> 179</span>  <span class="comment">// The number of stages.</span></div><div class="line"><a name="l00180"></a><span class="lineno"> 180</span>  GemmConfig_::kStages,</div><div class="line"><a name="l00181"></a><span class="lineno"> 181</span>  <span class="comment">// The number of scalars per LDS.</span></div><div class="line"><a name="l00182"></a><span class="lineno"> 182</span>  GemmConfig_::kScalarsPerLdsA,</div><div class="line"><a name="l00183"></a><span class="lineno"> 183</span>  <span class="comment">// The skew.</span></div><div class="line"><a name="l00184"></a><span class="lineno"> 184</span>  SharedStoreTileTraits::kSkew></div><div class="line"><a name="l00185"></a><span class="lineno"> 185</span>  SharedLoadTileTraits;</div><div class="line"><a name="l00186"></a><span class="lineno"> 186</span> };</div><div class="line"><a name="l00187"></a><span class="lineno"> 187</span> </div><div class="line"><a name="l00189"></a><span class="lineno"> 189</span> </div><div class="line"><a name="l00190"></a><span class="lineno"> 190</span> <span class="keyword">template</span> <enum MatrixLayout::Kind, <span class="keyword">typename</span> GemmConfig_></div><div class="line"><a name="l00191"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB.html"> 191</a></span> <span class="keyword">struct </span><a class="code" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB.html">GemmTileTraitsHelperB</a> {};</div><div class="line"><a name="l00192"></a><span class="lineno"> 192</span> </div><div class="line"><a name="l00194"></a><span class="lineno"> 194</span> </div><div class="line"><a name="l00195"></a><span class="lineno"> 195</span> <span class="keyword">template</span> <<span class="keyword">typename</span> GemmConfig_></div><div class="line"><a name="l00196"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB_3_01MatrixLayout_1_1kColumnMajor_00_01GemmConfig___01_4.html"> 196</a></span> <span class="keyword">struct </span><a class="code" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB.html">GemmTileTraitsHelperB</a><<a class="code" href="structcutlass_1_1MatrixLayout.html">MatrixLayout</a>::kColumnMajor, GemmConfig_> {</div><div class="line"><a name="l00198"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB_3_01MatrixLayout_1_1kColumnMajor_00_01GemmConfig___01_4.html#afbd350793888a7e7b299548dca854c13"> 198</a></span>  <span class="keyword">static</span> <a class="code" href="structcutlass_1_1MatrixLayout.html#a97ef07af21b122c1804245b0c7784d2b">MatrixLayout::Kind</a> <span class="keyword">const</span> kLayout = <a class="code" href="structcutlass_1_1MatrixLayout.html#a97ef07af21b122c1804245b0c7784d2bac15988acba79c11072d38b295f163a2b">MatrixLayout::kColumnMajor</a>;</div><div class="line"><a name="l00199"></a><span class="lineno"> 199</span> </div><div class="line"><a name="l00201"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB_3_01MatrixLayout_1_1kColumnMajor_00_01GemmConfig___01_4.html#a8ae7db3f2f0c57779729d500386c004c"> 201</a></span>  <span class="keyword">typedef</span> <span class="keyword">typename</span> GemmConfig_::ScalarB <a class="code" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB_3_01MatrixLayout_1_1kColumnMajor_00_01GemmConfig___01_4.html#a8ae7db3f2f0c57779729d500386c004c">Scalar</a>;</div><div class="line"><a name="l00203"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB_3_01MatrixLayout_1_1kColumnMajor_00_01GemmConfig___01_4.html#a42dd312d4cf5bb53b472389897f9deeb"> 203</a></span>  <span class="keyword">typedef</span> <span class="keyword">typename</span> GemmConfig_::MultiplyAdd::ScalarB <a class="code" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB_3_01MatrixLayout_1_1kColumnMajor_00_01GemmConfig___01_4.html#a42dd312d4cf5bb53b472389897f9deeb">MultiplyAddScalar</a>;</div><div class="line"><a name="l00204"></a><span class="lineno"> 204</span> </div><div class="line"><a name="l00206"></a><span class="lineno"> 206</span>  <span class="keyword">typedef</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmGlobalTileTraits.html">GemmGlobalTileTraits</a><</div><div class="line"><a name="l00207"></a><span class="lineno"> 207</span>  <span class="comment">// That's B.</span></div><div class="line"><a name="l00208"></a><span class="lineno"> 208</span>  <a class="code" href="structcutlass_1_1GemmOperand.html#ab209ea3de198efabe8e8707dfe8e0a0caad0876342d150cef7da6ae149d5e99f9">GemmOperand::kB</a>,</div><div class="line"><a name="l00209"></a><span class="lineno"> 209</span>  <span class="comment">// B is column-major.</span></div><div class="line"><a name="l00210"></a><span class="lineno"> 210</span>  <a class="code" href="structcutlass_1_1MatrixLayout.html#a97ef07af21b122c1804245b0c7784d2bac15988acba79c11072d38b295f163a2b">MatrixLayout::kColumnMajor</a>,</div><div class="line"><a name="l00211"></a><span class="lineno"> 211</span>  <span class="comment">// The pointer is float const.</span></div><div class="line"><a name="l00212"></a><span class="lineno"> 212</span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB_3_01MatrixLayout_1_1kColumnMajor_00_01GemmConfig___01_4.html#a8ae7db3f2f0c57779729d500386c004c">Scalar</a> <span class="keyword">const</span>,</div><div class="line"><a name="l00213"></a><span class="lineno"> 213</span>  <span class="comment">// The tile has size MxK in GEMM's terminology.</span></div><div class="line"><a name="l00214"></a><span class="lineno"> 214</span>  <a class="code" href="structcutlass_1_1Shape.html">Shape<1, GemmConfig_::OutputTile::kH, GemmConfig_::OutputTile::kD></a>,</div><div class="line"><a name="l00215"></a><span class="lineno"> 215</span>  <span class="comment">// The threads are distributed as (threads / K) x K (the traits may reorganize).</span></div><div class="line"><a name="l00216"></a><span class="lineno"> 216</span>  <a class="code" href="structcutlass_1_1Shape.html">Shape</a><1, GemmConfig_::kThreads / GemmConfig_::OutputTile::kD, GemmConfig_::OutputTile::kD>,</div><div class="line"><a name="l00217"></a><span class="lineno"> 217</span>  <span class="comment">// The number of scalars per LDG (LDG.32 or LDG.128, etc).</span></div><div class="line"><a name="l00218"></a><span class="lineno"> 218</span>  GemmConfig_::kScalarsPerLdgB></div><div class="line"><a name="l00219"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB_3_01MatrixLayout_1_1kColumnMajor_00_01GemmConfig___01_4.html#a5fee0ed52326c0685e8d8295e40ce064"> 219</a></span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB_3_01MatrixLayout_1_1kColumnMajor_00_01GemmConfig___01_4.html#a5fee0ed52326c0685e8d8295e40ce064">GlobalTileTraits</a>;</div><div class="line"><a name="l00220"></a><span class="lineno"> 220</span> </div><div class="line"><a name="l00222"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB_3_01MatrixLayout_1_1kColumnMajor_00_01GemmConfig___01_4.html#a774a052f0f98f50e46dda933c81badd5"> 222</a></span>  <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> kScalarsIn4B = <span class="keyword">sizeof</span>(<a class="code" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB_3_01MatrixLayout_1_1kColumnMajor_00_01GemmConfig___01_4.html#a42dd312d4cf5bb53b472389897f9deeb">MultiplyAddScalar</a>) > 4 ? 1 : 4 / <span class="keyword">sizeof</span>(<a class="code" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB_3_01MatrixLayout_1_1kColumnMajor_00_01GemmConfig___01_4.html#a42dd312d4cf5bb53b472389897f9deeb">MultiplyAddScalar</a>);</div><div class="line"><a name="l00224"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB_3_01MatrixLayout_1_1kColumnMajor_00_01GemmConfig___01_4.html#ab35a6b3ff04e4128e4ca4a8cc0459b16"> 224</a></span>  <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> kSkewB = 128 / <span class="keyword">sizeof</span>(<a class="code" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB_3_01MatrixLayout_1_1kColumnMajor_00_01GemmConfig___01_4.html#a42dd312d4cf5bb53b472389897f9deeb">MultiplyAddScalar</a>) / GemmConfig_::kScalarsPerStsB /</div><div class="line"><a name="l00225"></a><span class="lineno"> 225</span>  GlobalTileTraits::Threads::kW * kScalarsIn4B;</div><div class="line"><a name="l00226"></a><span class="lineno"> 226</span> </div><div class="line"><a name="l00228"></a><span class="lineno"> 228</span>  <span class="keyword">typedef</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmSharedStoreWithSkewTileAbTraits.html">GemmSharedStoreWithSkewTileAbTraits</a> <</div><div class="line"><a name="l00229"></a><span class="lineno"> 229</span>  <span class="comment">// The pointer is float.</span></div><div class="line"><a name="l00230"></a><span class="lineno"> 230</span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB_3_01MatrixLayout_1_1kColumnMajor_00_01GemmConfig___01_4.html#a42dd312d4cf5bb53b472389897f9deeb">MultiplyAddScalar</a>,</div><div class="line"><a name="l00231"></a><span class="lineno"> 231</span>  <span class="comment">// The tile has size KxN in GEMM's terminology.</span></div><div class="line"><a name="l00232"></a><span class="lineno"> 232</span>  <a class="code" href="structcutlass_1_1Shape.html">Shape</a><GemmConfig_::kStages,</div><div class="line"><a name="l00233"></a><span class="lineno"> 233</span>  GemmConfig_::OutputTile::kD / GemmConfig_::InstructionShape::kD,</div><div class="line"><a name="l00234"></a><span class="lineno"> 234</span>  GemmConfig_::OutputTile::kH * GemmConfig_::InstructionShape::kD>,</div><div class="line"><a name="l00235"></a><span class="lineno"> 235</span>  <span class="comment">// The threads are distributed as (threads / K) x K (the traits may reorganize).</span></div><div class="line"><a name="l00236"></a><span class="lineno"> 236</span>  <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmGlobalTileTraits.html#aae7128f5522383c857d2639031b64c30">GlobalTileTraits::Threads</a>,</div><div class="line"><a name="l00237"></a><span class="lineno"> 237</span>  <span class="comment">// The number of scalars per STS.</span></div><div class="line"><a name="l00238"></a><span class="lineno"> 238</span>  GemmConfig_::kScalarsPerStsB,</div><div class="line"><a name="l00239"></a><span class="lineno"> 239</span>  <span class="comment">// The skew to avoid bank conflicts added in the tile W dimension.</span></div><div class="line"><a name="l00240"></a><span class="lineno"> 240</span>  kSkewB<GemmConfig_::kScalarsPerLdsB ? GemmConfig_::kScalarsPerLdsB : kSkewB></div><div class="line"><a name="l00241"></a><span class="lineno"> 241</span>  SharedStoreTileTraits;</div><div class="line"><a name="l00242"></a><span class="lineno"> 242</span> </div><div class="line"><a name="l00244"></a><span class="lineno"> 244</span>  <span class="keyword">typedef</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmSharedLoadTileBTraits.html">GemmSharedLoadTileBTraits</a><</div><div class="line"><a name="l00245"></a><span class="lineno"> 245</span>  <span class="comment">// The pointer is float const.</span></div><div class="line"><a name="l00246"></a><span class="lineno"> 246</span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB_3_01MatrixLayout_1_1kColumnMajor_00_01GemmConfig___01_4.html#a42dd312d4cf5bb53b472389897f9deeb">MultiplyAddScalar</a> <span class="keyword">const</span>,</div><div class="line"><a name="l00247"></a><span class="lineno"> 247</span>  <span class="comment">// The output tile size.</span></div><div class="line"><a name="l00248"></a><span class="lineno"> 248</span>  <span class="keyword">typename</span> GemmConfig_::OutputTile,</div><div class="line"><a name="l00249"></a><span class="lineno"> 249</span>  <span class="comment">// The number of warps.</span></div><div class="line"><a name="l00250"></a><span class="lineno"> 250</span>  <span class="keyword">typename</span> GemmConfig_::Warps,</div><div class="line"><a name="l00251"></a><span class="lineno"> 251</span>  <span class="comment">// The number of threads per warp.</span></div><div class="line"><a name="l00252"></a><span class="lineno"> 252</span>  <span class="keyword">typename</span> GemmConfig_::MultiplyAdd::ThreadsPerWarp,</div><div class="line"><a name="l00253"></a><span class="lineno"> 253</span>  <span class="comment">// The shape of the FMA instruction.</span></div><div class="line"><a name="l00254"></a><span class="lineno"> 254</span>  <span class="keyword">typename</span> GemmConfig_::InstructionShape,</div><div class="line"><a name="l00255"></a><span class="lineno"> 255</span>  <span class="comment">// The number of stages.</span></div><div class="line"><a name="l00256"></a><span class="lineno"> 256</span>  GemmConfig_::kStages,</div><div class="line"><a name="l00257"></a><span class="lineno"> 257</span>  <span class="comment">// The number of scalars per LDS.</span></div><div class="line"><a name="l00258"></a><span class="lineno"> 258</span>  GemmConfig_::kScalarsPerLdsB,</div><div class="line"><a name="l00259"></a><span class="lineno"> 259</span>  <span class="comment">// The skew.</span></div><div class="line"><a name="l00260"></a><span class="lineno"> 260</span>  SharedStoreTileTraits::kSkew></div><div class="line"><a name="l00261"></a><span class="lineno"> 261</span>  SharedLoadTileTraits;</div><div class="line"><a name="l00262"></a><span class="lineno"> 262</span> };</div><div class="line"><a name="l00263"></a><span class="lineno"> 263</span> </div><div class="line"><a name="l00265"></a><span class="lineno"> 265</span> </div><div class="line"><a name="l00266"></a><span class="lineno"> 266</span> <span class="keyword">template</span> <<span class="keyword">typename</span> GemmConfig_></div><div class="line"><a name="l00267"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB_3_01MatrixLayout_1_1kRowMajor_00_01GemmConfig___01_4.html"> 267</a></span> <span class="keyword">struct </span><a class="code" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB.html">GemmTileTraitsHelperB</a><<a class="code" href="structcutlass_1_1MatrixLayout.html">MatrixLayout</a>::kRowMajor, GemmConfig_> {</div><div class="line"><a name="l00269"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB_3_01MatrixLayout_1_1kRowMajor_00_01GemmConfig___01_4.html#a31fa28168811e2d04fbd74029df785ab"> 269</a></span>  <span class="keyword">static</span> <a class="code" href="structcutlass_1_1MatrixLayout.html#a97ef07af21b122c1804245b0c7784d2b">MatrixLayout::Kind</a> <span class="keyword">const</span> kLayout = <a class="code" href="structcutlass_1_1MatrixLayout.html#a97ef07af21b122c1804245b0c7784d2ba6a287c17f9f5bf53528ae68296beeedb">MatrixLayout::kRowMajor</a>;</div><div class="line"><a name="l00270"></a><span class="lineno"> 270</span> </div><div class="line"><a name="l00272"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB_3_01MatrixLayout_1_1kRowMajor_00_01GemmConfig___01_4.html#a7639ccd7f6419a9f232db173a228e756"> 272</a></span>  <span class="keyword">typedef</span> <span class="keyword">typename</span> GemmConfig_::ScalarB <a class="code" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB_3_01MatrixLayout_1_1kRowMajor_00_01GemmConfig___01_4.html#a7639ccd7f6419a9f232db173a228e756">Scalar</a>;</div><div class="line"><a name="l00274"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB_3_01MatrixLayout_1_1kRowMajor_00_01GemmConfig___01_4.html#aad14588b1515e37ede24915f589d32ab"> 274</a></span>  <span class="keyword">typedef</span> <span class="keyword">typename</span> GemmConfig_::MultiplyAdd::ScalarB <a class="code" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB_3_01MatrixLayout_1_1kRowMajor_00_01GemmConfig___01_4.html#aad14588b1515e37ede24915f589d32ab">MultiplyAddScalar</a>;</div><div class="line"><a name="l00275"></a><span class="lineno"> 275</span> </div><div class="line"><a name="l00277"></a><span class="lineno"> 277</span>  <span class="keyword">typedef</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmGlobalTileTraits.html">GemmGlobalTileTraits</a><</div><div class="line"><a name="l00278"></a><span class="lineno"> 278</span>  <span class="comment">// That's B.</span></div><div class="line"><a name="l00279"></a><span class="lineno"> 279</span>  <a class="code" href="structcutlass_1_1GemmOperand.html#ab209ea3de198efabe8e8707dfe8e0a0caad0876342d150cef7da6ae149d5e99f9">GemmOperand::kB</a>,</div><div class="line"><a name="l00280"></a><span class="lineno"> 280</span>  <span class="comment">// B is row-major.</span></div><div class="line"><a name="l00281"></a><span class="lineno"> 281</span>  <a class="code" href="structcutlass_1_1MatrixLayout.html#a97ef07af21b122c1804245b0c7784d2ba6a287c17f9f5bf53528ae68296beeedb">MatrixLayout::kRowMajor</a>,</div><div class="line"><a name="l00282"></a><span class="lineno"> 282</span>  <span class="comment">// The pointer is float const.</span></div><div class="line"><a name="l00283"></a><span class="lineno"> 283</span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB_3_01MatrixLayout_1_1kRowMajor_00_01GemmConfig___01_4.html#a7639ccd7f6419a9f232db173a228e756">Scalar</a> <span class="keyword">const</span>,</div><div class="line"><a name="l00284"></a><span class="lineno"> 284</span>  <span class="comment">// The tile has size KxN in GEMM's terminology.</span></div><div class="line"><a name="l00285"></a><span class="lineno"> 285</span>  <a class="code" href="structcutlass_1_1Shape.html">Shape<1, GemmConfig_::OutputTile::kD, GemmConfig_::OutputTile::kH></a>,</div><div class="line"><a name="l00286"></a><span class="lineno"> 286</span>  <span class="comment">// The threads are distributed as warps x 32 (the traits may reorganize).</span></div><div class="line"><a name="l00287"></a><span class="lineno"> 287</span>  <a class="code" href="structcutlass_1_1Shape.html">Shape<1, ShapeCount<typename GemmConfig_::Warps>::kCount</a>, GemmConfig_::kWarpSize>,</div><div class="line"><a name="l00288"></a><span class="lineno"> 288</span>  <span class="comment">// The number of scalars per LDG (LDG.32 or LDG.128, etc).</span></div><div class="line"><a name="l00289"></a><span class="lineno"> 289</span>  GemmConfig_::kScalarsPerLdgB></div><div class="line"><a name="l00290"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB_3_01MatrixLayout_1_1kRowMajor_00_01GemmConfig___01_4.html#afbc41e7b98097b153fd27a48f073a877"> 290</a></span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB_3_01MatrixLayout_1_1kRowMajor_00_01GemmConfig___01_4.html#afbc41e7b98097b153fd27a48f073a877">GlobalTileTraits</a>;</div><div class="line"><a name="l00291"></a><span class="lineno"> 291</span> </div><div class="line"><a name="l00293"></a><span class="lineno"> 293</span>  <span class="keyword">typedef</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmSharedStoreTileAbTraits.html">GemmSharedStoreTileAbTraits</a><</div><div class="line"><a name="l00294"></a><span class="lineno"> 294</span>  <span class="comment">// The pointer is float.</span></div><div class="line"><a name="l00295"></a><span class="lineno"> 295</span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB_3_01MatrixLayout_1_1kRowMajor_00_01GemmConfig___01_4.html#aad14588b1515e37ede24915f589d32ab">MultiplyAddScalar</a>,</div><div class="line"><a name="l00296"></a><span class="lineno"> 296</span>  <span class="comment">// The tile has size KxN in GEMM's terminology.</span></div><div class="line"><a name="l00297"></a><span class="lineno"> 297</span>  <a class="code" href="structcutlass_1_1Shape.html">Shape</a><GemmConfig_::kStages,</div><div class="line"><a name="l00298"></a><span class="lineno"> 298</span>  GemmConfig_::OutputTile::kD / GemmConfig_::InstructionShape::kD,</div><div class="line"><a name="l00299"></a><span class="lineno"> 299</span>  GemmConfig_::OutputTile::kH * GemmConfig_::InstructionShape::kD>,</div><div class="line"><a name="l00300"></a><span class="lineno"> 300</span>  <span class="comment">// The threads are distributed as warps x 32 (the traits may reorganize).</span></div><div class="line"><a name="l00301"></a><span class="lineno"> 301</span>  <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmGlobalTileTraits.html#aae7128f5522383c857d2639031b64c30">GlobalTileTraits::Threads</a>,</div><div class="line"><a name="l00302"></a><span class="lineno"> 302</span>  <span class="comment">// The number of scalars per STS (STS.32 or STS.128, etc).</span></div><div class="line"><a name="l00303"></a><span class="lineno"> 303</span>  GemmConfig_::kScalarsPerStsB></div><div class="line"><a name="l00304"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB_3_01MatrixLayout_1_1kRowMajor_00_01GemmConfig___01_4.html#acbeea56f0ce95ddd632db3482c1021e5"> 304</a></span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB_3_01MatrixLayout_1_1kRowMajor_00_01GemmConfig___01_4.html#acbeea56f0ce95ddd632db3482c1021e5">SharedStoreTileTraits</a>;</div><div class="line"><a name="l00305"></a><span class="lineno"> 305</span> </div><div class="line"><a name="l00307"></a><span class="lineno"> 307</span>  <span class="keyword">typedef</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmSharedLoadTileBTraits.html">GemmSharedLoadTileBTraits</a><</div><div class="line"><a name="l00308"></a><span class="lineno"> 308</span>  <span class="comment">// The pointer is float const.</span></div><div class="line"><a name="l00309"></a><span class="lineno"> 309</span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB_3_01MatrixLayout_1_1kRowMajor_00_01GemmConfig___01_4.html#aad14588b1515e37ede24915f589d32ab">MultiplyAddScalar</a> <span class="keyword">const</span>,</div><div class="line"><a name="l00310"></a><span class="lineno"> 310</span>  <span class="comment">// The output tile size.</span></div><div class="line"><a name="l00311"></a><span class="lineno"> 311</span>  <span class="keyword">typename</span> GemmConfig_::OutputTile,</div><div class="line"><a name="l00312"></a><span class="lineno"> 312</span>  <span class="comment">// The number of warps.</span></div><div class="line"><a name="l00313"></a><span class="lineno"> 313</span>  <span class="keyword">typename</span> GemmConfig_::Warps,</div><div class="line"><a name="l00314"></a><span class="lineno"> 314</span>  <span class="comment">// The number of threads per warp.</span></div><div class="line"><a name="l00315"></a><span class="lineno"> 315</span>  <span class="keyword">typename</span> GemmConfig_::MultiplyAdd::ThreadsPerWarp,</div><div class="line"><a name="l00316"></a><span class="lineno"> 316</span>  <span class="comment">// The shape of the FMA instruction.</span></div><div class="line"><a name="l00317"></a><span class="lineno"> 317</span>  <span class="keyword">typename</span> GemmConfig_::InstructionShape,</div><div class="line"><a name="l00318"></a><span class="lineno"> 318</span>  <span class="comment">// The number of stages.</span></div><div class="line"><a name="l00319"></a><span class="lineno"> 319</span>  GemmConfig_::kStages,</div><div class="line"><a name="l00320"></a><span class="lineno"> 320</span>  <span class="comment">// The number of scalars per LDS.</span></div><div class="line"><a name="l00321"></a><span class="lineno"> 321</span>  GemmConfig_::kScalarsPerLdsB,</div><div class="line"><a name="l00322"></a><span class="lineno"> 322</span>  <span class="comment">// The skew.</span></div><div class="line"><a name="l00323"></a><span class="lineno"> 323</span>  0></div><div class="line"><a name="l00324"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB_3_01MatrixLayout_1_1kRowMajor_00_01GemmConfig___01_4.html#a9335aca8b152ff1167763de8ff8fb882"> 324</a></span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB_3_01MatrixLayout_1_1kRowMajor_00_01GemmConfig___01_4.html#a9335aca8b152ff1167763de8ff8fb882">SharedLoadTileTraits</a>;</div><div class="line"><a name="l00325"></a><span class="lineno"> 325</span> };</div><div class="line"><a name="l00326"></a><span class="lineno"> 326</span> </div><div class="line"><a name="l00328"></a><span class="lineno"> 328</span> </div><div class="line"><a name="l00329"></a><span class="lineno"> 329</span> <span class="keyword">template</span> <</div><div class="line"><a name="l00331"></a><span class="lineno"> 331</span>  <span class="keyword">typename</span> GemmConfig_,</div><div class="line"><a name="l00333"></a><span class="lineno"> 333</span>  <span class="keyword">typename</span> GlobalLoadStreamA_,</div><div class="line"><a name="l00335"></a><span class="lineno"> 335</span>  <span class="keyword">typename</span> GlobalLoadStreamB_,</div><div class="line"><a name="l00337"></a><span class="lineno"> 337</span>  <span class="keyword">typename</span> SharedLoadStreamA_,</div><div class="line"><a name="l00339"></a><span class="lineno"> 339</span>  <span class="keyword">typename</span> SharedLoadStreamB_,</div><div class="line"><a name="l00341"></a><span class="lineno"> 341</span>  <span class="keyword">typename</span> Epilogue_,</div><div class="line"><a name="l00343"></a><span class="lineno"> 343</span>  <span class="keyword">typename</span> BlockSwizzle_ = <a class="code" href="structcutlass_1_1gemm_1_1IdentityBlockSwizzle.html">IdentityBlockSwizzle</a>,</div><div class="line"><a name="l00345"></a><span class="lineno"> 345</span>  <span class="keyword">typename</span> Index_ = int,</div><div class="line"><a name="l00347"></a><span class="lineno"> 347</span>  <span class="keyword">typename</span> ClearAccumulators_ = <a class="code" href="structcutlass_1_1gemm_1_1ClearAccumulators.html">ClearAccumulators<typename GemmConfig_::Accumulators::Element></a> ></div><div class="line"><a name="l00348"></a><span class="lineno"> 348</span> </div><div class="line"><a name="l00349"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTraits.html"> 349</a></span> <span class="keyword">struct </span><a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html">GemmTraits</a> {</div><div class="line"><a name="l00351"></a><span class="lineno"> 351</span>  <span class="keyword">typedef</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html">GemmTraits</a><GemmConfig_,</div><div class="line"><a name="l00352"></a><span class="lineno"> 352</span>  GlobalLoadStreamA_,</div><div class="line"><a name="l00353"></a><span class="lineno"> 353</span>  GlobalLoadStreamB_,</div><div class="line"><a name="l00354"></a><span class="lineno"> 354</span>  SharedLoadStreamA_,</div><div class="line"><a name="l00355"></a><span class="lineno"> 355</span>  SharedLoadStreamB_,</div><div class="line"><a name="l00356"></a><span class="lineno"> 356</span>  Epilogue_,</div><div class="line"><a name="l00357"></a><span class="lineno"> 357</span>  BlockSwizzle_,</div><div class="line"><a name="l00358"></a><span class="lineno"> 358</span>  Index_,</div><div class="line"><a name="l00359"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTraits.html#aa6214a0ad09d155ed79feadc6647b989"> 359</a></span>  ClearAccumulators_> <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#aa6214a0ad09d155ed79feadc6647b989">This_</a>;</div><div class="line"><a name="l00360"></a><span class="lineno"> 360</span> </div><div class="line"><a name="l00362"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTraits.html#a28c32832f0353f00e93e867373cf6cae"> 362</a></span>  <span class="keyword">typedef</span> <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1gemm_1_1Gemm.html">cutlass::gemm::Gemm<This_></a> <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#a28c32832f0353f00e93e867373cf6cae">KernelClass</a>;</div><div class="line"><a name="l00363"></a><span class="lineno"> 363</span> </div><div class="line"><a name="l00365"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTraits.html#a4efe5d156abca056ef8b5334fb574dd5"> 365</a></span>  <span class="keyword">typedef</span> GemmConfig_ <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#a4efe5d156abca056ef8b5334fb574dd5">GemmConfig</a>;</div><div class="line"><a name="l00367"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTraits.html#a97d7ee63e5d180410b370f095648f367"> 367</a></span>  <span class="keyword">typedef</span> <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmConfig.html#a9dd9c3efc3dfd9b5c6acd12236697399">GemmConfig::OutputTile</a> <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#a97d7ee63e5d180410b370f095648f367">OutputTile</a>;</div><div class="line"><a name="l00368"></a><span class="lineno"> 368</span> </div><div class="line"><a name="l00370"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTraits.html#a9cd6c3fddfb4315eb52b672900462c47"> 370</a></span>  <span class="keyword">typedef</span> GlobalLoadStreamA_ <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#a9cd6c3fddfb4315eb52b672900462c47">GlobalLoadStreamA</a>;</div><div class="line"><a name="l00372"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTraits.html#ac5bb5931a707ed7672f69267753ba41b"> 372</a></span>  <span class="keyword">static</span> <a class="code" href="structcutlass_1_1MatrixLayout.html#a97ef07af21b122c1804245b0c7784d2b">MatrixLayout::Kind</a> <span class="keyword">const</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#ac5bb5931a707ed7672f69267753ba41b">kLayoutA</a> = GlobalLoadStreamA::kLayout;</div><div class="line"><a name="l00374"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTraits.html#a96d64bdc48db4971798b620d6b49b3f6"> 374</a></span>  <span class="keyword">typedef</span> <span class="keyword">typename</span> GlobalLoadStreamA_::Scalar <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#a96d64bdc48db4971798b620d6b49b3f6">ScalarA</a>;</div><div class="line"><a name="l00375"></a><span class="lineno"> 375</span> </div><div class="line"><a name="l00377"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTraits.html#ac393b07e780629fc8254fc22cc6f815b"> 377</a></span>  <span class="keyword">typedef</span> GlobalLoadStreamB_ <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#ac393b07e780629fc8254fc22cc6f815b">GlobalLoadStreamB</a>;</div><div class="line"><a name="l00379"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTraits.html#a078e8d9cfa1b182e1b96a2cc8c54b684"> 379</a></span>  <span class="keyword">static</span> <a class="code" href="structcutlass_1_1MatrixLayout.html#a97ef07af21b122c1804245b0c7784d2b">MatrixLayout::Kind</a> <span class="keyword">const</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#a078e8d9cfa1b182e1b96a2cc8c54b684">kLayoutB</a> = GlobalLoadStreamB::kLayout;</div><div class="line"><a name="l00381"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTraits.html#aa0e8fd28f5247764dfb7843f7670c698"> 381</a></span>  <span class="keyword">typedef</span> <span class="keyword">typename</span> GlobalLoadStreamB_::Scalar <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#aa0e8fd28f5247764dfb7843f7670c698">ScalarB</a>;</div><div class="line"><a name="l00382"></a><span class="lineno"> 382</span> </div><div class="line"><a name="l00384"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTraits.html#ae01371eb31b88fa83c4926564cecafdc"> 384</a></span>  <span class="keyword">typedef</span> SharedLoadStreamA_ <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#ae01371eb31b88fa83c4926564cecafdc">SharedLoadStreamA</a>;</div><div class="line"><a name="l00386"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTraits.html#acaeb27063a444e2a3b93f3cb70e3c290"> 386</a></span>  <span class="keyword">typedef</span> SharedLoadStreamB_ <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#acaeb27063a444e2a3b93f3cb70e3c290">SharedLoadStreamB</a>;</div><div class="line"><a name="l00387"></a><span class="lineno"> 387</span> </div><div class="line"><a name="l00389"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTraits.html#af810544e956b04830c5be7ce41d3b45c"> 389</a></span>  <span class="keyword">typedef</span> <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmConfig.html#aedb95febe4a0b2943e233c95c36a22cd">GemmConfig::MultiplyAdd</a> <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#af810544e956b04830c5be7ce41d3b45c">MultiplyAdd</a>;</div><div class="line"><a name="l00391"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTraits.html#a424f1ac14e1e7ad37428edd0cf13e7fe"> 391</a></span>  <span class="keyword">typedef</span> Epilogue_ <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#a424f1ac14e1e7ad37428edd0cf13e7fe">Epilogue</a>;</div><div class="line"><a name="l00393"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTraits.html#a8f78d4a68817760099081523aa7fd443"> 393</a></span>  <span class="keyword">typedef</span> <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmEpilogue.html#abb0741601652df8fdf927d49c2c0e4d0">Epilogue::ScalarC</a> <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#a8f78d4a68817760099081523aa7fd443">ScalarC</a>;</div><div class="line"><a name="l00394"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTraits.html#a3129be75ee087603170f8367e10e070e"> 394</a></span>  <span class="keyword">typedef</span> <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmEpilogue.html#a4887b56a96694ce6350db77f78bb505f">Epilogue::ScalarD</a> <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#a3129be75ee087603170f8367e10e070e">ScalarD</a>;</div><div class="line"><a name="l00395"></a><span class="lineno"> 395</span> </div><div class="line"><a name="l00397"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTraits.html#a50672b5fa67d858aeff8f254cf28e941"> 397</a></span>  <span class="keyword">typedef</span> BlockSwizzle_ <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#a50672b5fa67d858aeff8f254cf28e941">BlockSwizzle</a>;</div><div class="line"><a name="l00399"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTraits.html#ae67227cecbe84f5c8497d9a7ff82b367"> 399</a></span>  <span class="keyword">typedef</span> Index_ <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#ae67227cecbe84f5c8497d9a7ff82b367">Index</a>;</div><div class="line"><a name="l00401"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTraits.html#ae1cf7988c9cff79a2c3252aaf91fc165"> 401</a></span>  <span class="keyword">typedef</span> ClearAccumulators_ <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#ae1cf7988c9cff79a2c3252aaf91fc165">ClearAccumulators</a>;</div><div class="line"><a name="l00402"></a><span class="lineno"> 402</span> </div><div class="line"><a name="l00404"></a><span class="lineno"> 404</span>  <span class="keyword">typedef</span> <a class="code" href="structcutlass_1_1gemm_1_1GlobalLoadStreamPair.html">GlobalLoadStreamPair</a><<a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#a9cd6c3fddfb4315eb52b672900462c47">GlobalLoadStreamA</a>,</div><div class="line"><a name="l00405"></a><span class="lineno"> 405</span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#ac393b07e780629fc8254fc22cc6f815b">GlobalLoadStreamB</a>,</div><div class="line"><a name="l00406"></a><span class="lineno"> 406</span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmConfig.html#a600746def904eeca46d7f92a4b223b46">GemmConfig::kResidueInProlog</a>></div><div class="line"><a name="l00407"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTraits.html#a367aa0bd4be33d90ffe752274c728ef8"> 407</a></span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#a367aa0bd4be33d90ffe752274c728ef8">GlobalLoadStream</a>;</div><div class="line"><a name="l00408"></a><span class="lineno"> 408</span> </div><div class="line"><a name="l00410"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTraits.html#abfecd4a57dfbf82e8fa74a50e01fc4ee"> 410</a></span>  <span class="keyword">typedef</span> <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1ZipTileAllocation.html">GlobalLoadStream::ThreadblockTileStorage</a> <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#abfecd4a57dfbf82e8fa74a50e01fc4ee">ThreadblockTileStorage</a>;</div><div class="line"><a name="l00411"></a><span class="lineno"> 411</span> </div><div class="line"><a name="l00413"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTraits.html#a7864969e774c0f7155951e1ab599ed17"> 413</a></span>  <span class="keyword">typedef</span> <a class="code" href="structcutlass_1_1gemm_1_1SharedStreamPair.html">SharedStreamPair<SharedLoadStreamA, SharedLoadStreamB></a> <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#a7864969e774c0f7155951e1ab599ed17">SharedStream</a>;</div><div class="line"><a name="l00414"></a><span class="lineno"> 414</span> </div><div class="line"><a name="l00416"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTraits_1_1Params.html"> 416</a></span>  <span class="keyword">struct </span><a class="code" href="structcutlass_1_1gemm_1_1GemmTraits_1_1Params.html">Params</a> : <span class="keyword">public</span> <a class="code" href="structcutlass_1_1KernelLaunchConfiguration.html">KernelLaunchConfiguration</a> {</div><div class="line"><a name="l00417"></a><span class="lineno"> 417</span> </div><div class="line"><a name="l00419"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTraits_1_1Params.html#af2233a6ebf39788e27f051f8c614ab90"> 419</a></span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmCoord.html">GemmCoord</a> <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits_1_1Params.html#af2233a6ebf39788e27f051f8c614ab90">problem_size</a>;</div><div class="line"><a name="l00420"></a><span class="lineno"> 420</span> </div><div class="line"><a name="l00422"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTraits_1_1Params.html#a8dba1bcd9ddab830bc121afc728296c3"> 422</a></span>  <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1gemm_1_1GlobalLoadStreamPair_1_1Params.html">GlobalLoadStream::Params</a> <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits_1_1Params.html#a8dba1bcd9ddab830bc121afc728296c3">global_to_shared_stream</a>;</div><div class="line"><a name="l00423"></a><span class="lineno"> 423</span> </div><div class="line"><a name="l00425"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTraits_1_1Params.html#a50e9cc382a32abd5beab299a79b30b27"> 425</a></span>  <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1gemm_1_1SharedStreamPair_1_1Params.html">SharedStream::Params</a> <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits_1_1Params.html#a50e9cc382a32abd5beab299a79b30b27">shared_stream</a>;</div><div class="line"><a name="l00426"></a><span class="lineno"> 426</span> </div><div class="line"><a name="l00428"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTraits_1_1Params.html#a073430a1e8b124aec8a1f1e00f262bc8"> 428</a></span>  <span class="keyword">typename</span> Epilogue::Params <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits_1_1Params.html#a073430a1e8b124aec8a1f1e00f262bc8">epilogue</a>;</div><div class="line"><a name="l00429"></a><span class="lineno"> 429</span> </div><div class="line"><a name="l00431"></a><span class="lineno"> 431</span>  <span class="keyword">template</span> <<span class="keyword">typename</span> GemmDesc_></div><div class="line"><a name="l00432"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTraits_1_1Params.html#a40023f0ffdd8bee4ccbcaac28222e983"> 432</a></span>  <a class="code" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> <span class="keywordtype">int</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits_1_1Params.html#a40023f0ffdd8bee4ccbcaac28222e983">initialize</a>(GemmDesc_ <span class="keyword">const</span>& desc) {</div><div class="line"><a name="l00433"></a><span class="lineno"> 433</span>  <span class="comment">// Set the problem size.</span></div><div class="line"><a name="l00434"></a><span class="lineno"> 434</span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits_1_1Params.html#af2233a6ebf39788e27f051f8c614ab90">problem_size</a> = desc.problem_size;</div><div class="line"><a name="l00435"></a><span class="lineno"> 435</span> </div><div class="line"><a name="l00436"></a><span class="lineno"> 436</span>  <span class="comment">// Compute grid dimensions</span></div><div class="line"><a name="l00437"></a><span class="lineno"> 437</span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#a50672b5fa67d858aeff8f254cf28e941">BlockSwizzle</a> block_swizzle;</div><div class="line"><a name="l00438"></a><span class="lineno"> 438</span>  this-><a class="code" href="structcutlass_1_1KernelLaunchConfiguration.html#a09535026bf08f94c6940c358d95d1edd">block</a> = dim3(<a class="code" href="structcutlass_1_1gemm_1_1GemmConfig.html#acf461f0ba3067cc5d66a04f0a176308f">GemmConfig::kThreads</a>);</div><div class="line"><a name="l00439"></a><span class="lineno"> 439</span>  this-><a class="code" href="structcutlass_1_1KernelLaunchConfiguration.html#ab86ba1464dd9c6cd15ae0de4a552201b">grid</a> = block_swizzle.get_grid_layout(</div><div class="line"><a name="l00440"></a><span class="lineno"> 440</span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits_1_1Params.html#af2233a6ebf39788e27f051f8c614ab90">problem_size</a>,</div><div class="line"><a name="l00441"></a><span class="lineno"> 441</span>  make_Coord_from_shape<OutputTile>());</div><div class="line"><a name="l00442"></a><span class="lineno"> 442</span> </div><div class="line"><a name="l00443"></a><span class="lineno"> 443</span>  <span class="comment">// Compute offset to residue.</span></div><div class="line"><a name="l00444"></a><span class="lineno"> 444</span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#ae67227cecbe84f5c8497d9a7ff82b367">Index</a> gemm_k = <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits_1_1Params.html#af2233a6ebf39788e27f051f8c614ab90">problem_size</a>[0];</div><div class="line"><a name="l00445"></a><span class="lineno"> 445</span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#ae67227cecbe84f5c8497d9a7ff82b367">Index</a> offset_to_residue = (gemm_k % OutputTile::kD) ? gemm_k - (gemm_k % OutputTile::kD) : 0;</div><div class="line"><a name="l00446"></a><span class="lineno"> 446</span> </div><div class="line"><a name="l00447"></a><span class="lineno"> 447</span>  <span class="comment">// Initialize parameters objects for</span></div><div class="line"><a name="l00448"></a><span class="lineno"> 448</span>  <span class="keywordtype">int</span> error_code = <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits_1_1Params.html#a8dba1bcd9ddab830bc121afc728296c3">global_to_shared_stream</a>.<a class="code" href="structcutlass_1_1gemm_1_1GlobalLoadStreamPair_1_1Params.html#a235c77b257b93dace812d2f7b9340705">stream_a</a>.initialize(</div><div class="line"><a name="l00449"></a><span class="lineno"> 449</span>  desc.A.data(),</div><div class="line"><a name="l00450"></a><span class="lineno"> 450</span>  desc.batch_stride_A,</div><div class="line"><a name="l00451"></a><span class="lineno"> 451</span>  desc.A.leading_dim(),</div><div class="line"><a name="l00452"></a><span class="lineno"> 452</span>  offset_to_residue</div><div class="line"><a name="l00453"></a><span class="lineno"> 453</span>  );</div><div class="line"><a name="l00454"></a><span class="lineno"> 454</span>  <span class="keywordflow">if</span> (error_code) {</div><div class="line"><a name="l00455"></a><span class="lineno"> 455</span>  <span class="keywordflow">return</span> error_code;</div><div class="line"><a name="l00456"></a><span class="lineno"> 456</span>  }</div><div class="line"><a name="l00457"></a><span class="lineno"> 457</span> </div><div class="line"><a name="l00458"></a><span class="lineno"> 458</span>  error_code = <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits_1_1Params.html#a8dba1bcd9ddab830bc121afc728296c3">global_to_shared_stream</a>.<a class="code" href="structcutlass_1_1gemm_1_1GlobalLoadStreamPair_1_1Params.html#a12b5e3e21137480047b8b0f55cbf7258">stream_b</a>.initialize(</div><div class="line"><a name="l00459"></a><span class="lineno"> 459</span>  desc.B.data(),</div><div class="line"><a name="l00460"></a><span class="lineno"> 460</span>  desc.batch_stride_B,</div><div class="line"><a name="l00461"></a><span class="lineno"> 461</span>  desc.B.leading_dim(),</div><div class="line"><a name="l00462"></a><span class="lineno"> 462</span>  offset_to_residue</div><div class="line"><a name="l00463"></a><span class="lineno"> 463</span>  );</div><div class="line"><a name="l00464"></a><span class="lineno"> 464</span> </div><div class="line"><a name="l00465"></a><span class="lineno"> 465</span>  <span class="keywordflow">if</span> (error_code) {</div><div class="line"><a name="l00466"></a><span class="lineno"> 466</span>  <span class="keywordflow">return</span> error_code;</div><div class="line"><a name="l00467"></a><span class="lineno"> 467</span>  }</div><div class="line"><a name="l00468"></a><span class="lineno"> 468</span> </div><div class="line"><a name="l00469"></a><span class="lineno"> 469</span>  <span class="comment">// The epilogue.</span></div><div class="line"><a name="l00470"></a><span class="lineno"> 470</span>  <span class="keywordflow">return</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits_1_1Params.html#a073430a1e8b124aec8a1f1e00f262bc8">epilogue</a>.initialize(desc);</div><div class="line"><a name="l00471"></a><span class="lineno"> 471</span>  }</div><div class="line"><a name="l00472"></a><span class="lineno"> 472</span> </div><div class="line"><a name="l00474"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTraits_1_1Params.html#ac4cd0b74130ffc09e4ccb7b0acba87f8"> 474</a></span>  <a class="code" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> <span class="keywordtype">int</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits_1_1Params.html#ac4cd0b74130ffc09e4ccb7b0acba87f8">initialize</a>(<a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#ae67227cecbe84f5c8497d9a7ff82b367">Index</a> m,</div><div class="line"><a name="l00475"></a><span class="lineno"> 475</span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#ae67227cecbe84f5c8497d9a7ff82b367">Index</a> n,</div><div class="line"><a name="l00476"></a><span class="lineno"> 476</span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#ae67227cecbe84f5c8497d9a7ff82b367">Index</a> k,</div><div class="line"><a name="l00477"></a><span class="lineno"> 477</span>  <span class="keyword">typename</span> Epilogue::Scalar alpha,</div><div class="line"><a name="l00478"></a><span class="lineno"> 478</span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#a96d64bdc48db4971798b620d6b49b3f6">ScalarA</a> <span class="keyword">const</span>* d_a,</div><div class="line"><a name="l00479"></a><span class="lineno"> 479</span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#ae67227cecbe84f5c8497d9a7ff82b367">Index</a> lda,</div><div class="line"><a name="l00480"></a><span class="lineno"> 480</span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#aa0e8fd28f5247764dfb7843f7670c698">ScalarB</a> <span class="keyword">const</span>* d_b,</div><div class="line"><a name="l00481"></a><span class="lineno"> 481</span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#ae67227cecbe84f5c8497d9a7ff82b367">Index</a> ldb,</div><div class="line"><a name="l00482"></a><span class="lineno"> 482</span>  <span class="keyword">typename</span> Epilogue::Scalar beta,</div><div class="line"><a name="l00483"></a><span class="lineno"> 483</span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#a8f78d4a68817760099081523aa7fd443">ScalarC</a> <span class="keyword">const</span>* d_c,</div><div class="line"><a name="l00484"></a><span class="lineno"> 484</span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#ae67227cecbe84f5c8497d9a7ff82b367">Index</a> ldc,</div><div class="line"><a name="l00485"></a><span class="lineno"> 485</span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#a3129be75ee087603170f8367e10e070e">ScalarD</a>* d_d,</div><div class="line"><a name="l00486"></a><span class="lineno"> 486</span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#ae67227cecbe84f5c8497d9a7ff82b367">Index</a> ldd) {</div><div class="line"><a name="l00487"></a><span class="lineno"> 487</span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmDesc.html">GemmDesc<ScalarA, ScalarB, ScalarC, ScalarD, typename Epilogue::Scalar></a> desc(</div><div class="line"><a name="l00488"></a><span class="lineno"> 488</span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmCoord.html">GemmCoord</a>(k, n, m, 1),</div><div class="line"><a name="l00489"></a><span class="lineno"> 489</span>  alpha,</div><div class="line"><a name="l00490"></a><span class="lineno"> 490</span>  <a class="code" href="classcutlass_1_1TensorRef.html">TensorRef<ScalarA const, 2></a>(d_a, lda),</div><div class="line"><a name="l00491"></a><span class="lineno"> 491</span>  <a class="code" href="classcutlass_1_1TensorRef.html">TensorRef<ScalarB const, 2></a>(d_b, ldb),</div><div class="line"><a name="l00492"></a><span class="lineno"> 492</span>  beta,</div><div class="line"><a name="l00493"></a><span class="lineno"> 493</span>  <a class="code" href="classcutlass_1_1TensorRef.html">TensorRef<ScalarC const, 2></a>(d_c, ldc),</div><div class="line"><a name="l00494"></a><span class="lineno"> 494</span>  <a class="code" href="classcutlass_1_1TensorRef.html">TensorRef<ScalarD, 2></a>(d_d, ldd)</div><div class="line"><a name="l00495"></a><span class="lineno"> 495</span>  );</div><div class="line"><a name="l00496"></a><span class="lineno"> 496</span> </div><div class="line"><a name="l00497"></a><span class="lineno"> 497</span>  <span class="keywordflow">return</span> this-><a class="code" href="structcutlass_1_1gemm_1_1GemmTraits_1_1Params.html#a40023f0ffdd8bee4ccbcaac28222e983">initialize</a>(desc);</div><div class="line"><a name="l00498"></a><span class="lineno"> 498</span>  }</div><div class="line"><a name="l00499"></a><span class="lineno"> 499</span> </div><div class="line"><a name="l00501"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTraits_1_1Params.html#a95314e9a9279c4870f37f68a2357e064"> 501</a></span>  <a class="code" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> <span class="keywordtype">int</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits_1_1Params.html#a95314e9a9279c4870f37f68a2357e064">initialize</a>(<a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#ae67227cecbe84f5c8497d9a7ff82b367">Index</a> m,</div><div class="line"><a name="l00502"></a><span class="lineno"> 502</span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#ae67227cecbe84f5c8497d9a7ff82b367">Index</a> n,</div><div class="line"><a name="l00503"></a><span class="lineno"> 503</span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#ae67227cecbe84f5c8497d9a7ff82b367">Index</a> k,</div><div class="line"><a name="l00504"></a><span class="lineno"> 504</span>  <span class="keyword">typename</span> Epilogue::Scalar alpha,</div><div class="line"><a name="l00505"></a><span class="lineno"> 505</span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#a96d64bdc48db4971798b620d6b49b3f6">ScalarA</a> <span class="keyword">const</span>* d_a,</div><div class="line"><a name="l00506"></a><span class="lineno"> 506</span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#ae67227cecbe84f5c8497d9a7ff82b367">Index</a> lda,</div><div class="line"><a name="l00507"></a><span class="lineno"> 507</span>  <span class="keywordtype">long</span> <span class="keywordtype">long</span> <span class="keywordtype">int</span> batch_stride_A,</div><div class="line"><a name="l00508"></a><span class="lineno"> 508</span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#aa0e8fd28f5247764dfb7843f7670c698">ScalarB</a> <span class="keyword">const</span>* d_b,</div><div class="line"><a name="l00509"></a><span class="lineno"> 509</span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#ae67227cecbe84f5c8497d9a7ff82b367">Index</a> ldb,</div><div class="line"><a name="l00510"></a><span class="lineno"> 510</span>  <span class="keywordtype">long</span> <span class="keywordtype">long</span> <span class="keywordtype">int</span> batch_stride_B,</div><div class="line"><a name="l00511"></a><span class="lineno"> 511</span>  <span class="keyword">typename</span> Epilogue::Scalar beta,</div><div class="line"><a name="l00512"></a><span class="lineno"> 512</span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#a8f78d4a68817760099081523aa7fd443">ScalarC</a> <span class="keyword">const</span>* d_c,</div><div class="line"><a name="l00513"></a><span class="lineno"> 513</span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#ae67227cecbe84f5c8497d9a7ff82b367">Index</a> ldc,</div><div class="line"><a name="l00514"></a><span class="lineno"> 514</span>  <span class="keywordtype">long</span> <span class="keywordtype">long</span> <span class="keywordtype">int</span> batch_stride_C,</div><div class="line"><a name="l00515"></a><span class="lineno"> 515</span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#a3129be75ee087603170f8367e10e070e">ScalarD</a>* d_d,</div><div class="line"><a name="l00516"></a><span class="lineno"> 516</span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#ae67227cecbe84f5c8497d9a7ff82b367">Index</a> ldd,</div><div class="line"><a name="l00517"></a><span class="lineno"> 517</span>  <span class="keywordtype">long</span> <span class="keywordtype">long</span> <span class="keywordtype">int</span> batch_stride_D,</div><div class="line"><a name="l00518"></a><span class="lineno"> 518</span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#ae67227cecbe84f5c8497d9a7ff82b367">Index</a> batch_count) {</div><div class="line"><a name="l00519"></a><span class="lineno"> 519</span> </div><div class="line"><a name="l00520"></a><span class="lineno"> 520</span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmDesc.html">GemmDesc<ScalarA, ScalarB, ScalarC, ScalarD, typename Epilogue::Scalar></a> desc(</div><div class="line"><a name="l00521"></a><span class="lineno"> 521</span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmCoord.html">GemmCoord</a>(k, n, m, batch_count),</div><div class="line"><a name="l00522"></a><span class="lineno"> 522</span>  alpha,</div><div class="line"><a name="l00523"></a><span class="lineno"> 523</span>  <a class="code" href="classcutlass_1_1TensorRef.html">TensorRef<ScalarA const, 2></a>(d_a, lda),</div><div class="line"><a name="l00524"></a><span class="lineno"> 524</span>  batch_stride_A,</div><div class="line"><a name="l00525"></a><span class="lineno"> 525</span>  <a class="code" href="classcutlass_1_1TensorRef.html">TensorRef<ScalarB const, 2></a>(d_b, ldb),</div><div class="line"><a name="l00526"></a><span class="lineno"> 526</span>  batch_stride_B,</div><div class="line"><a name="l00527"></a><span class="lineno"> 527</span>  beta,</div><div class="line"><a name="l00528"></a><span class="lineno"> 528</span>  <a class="code" href="classcutlass_1_1TensorRef.html">TensorRef<ScalarC const, 2></a>(d_c, ldc),</div><div class="line"><a name="l00529"></a><span class="lineno"> 529</span>  batch_stride_C,</div><div class="line"><a name="l00530"></a><span class="lineno"> 530</span>  <a class="code" href="classcutlass_1_1TensorRef.html">TensorRef<ScalarD, 2></a>(d_d, ldd),</div><div class="line"><a name="l00531"></a><span class="lineno"> 531</span>  batch_stride_D</div><div class="line"><a name="l00532"></a><span class="lineno"> 532</span>  );</div><div class="line"><a name="l00533"></a><span class="lineno"> 533</span> </div><div class="line"><a name="l00534"></a><span class="lineno"> 534</span>  <span class="keywordflow">return</span> this-><a class="code" href="structcutlass_1_1gemm_1_1GemmTraits_1_1Params.html#a40023f0ffdd8bee4ccbcaac28222e983">initialize</a>(desc);</div><div class="line"><a name="l00535"></a><span class="lineno"> 535</span>  }</div><div class="line"><a name="l00536"></a><span class="lineno"> 536</span>  };</div><div class="line"><a name="l00537"></a><span class="lineno"> 537</span> </div><div class="line"><a name="l00538"></a><span class="lineno"> 538</span>  <span class="comment">// The storage for the main loop + prologue.</span></div><div class="line"><a name="l00539"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTraits_1_1MainLoopSharedStorage.html"> 539</a></span>  <span class="keyword">struct </span><a class="code" href="structcutlass_1_1gemm_1_1GemmTraits_1_1MainLoopSharedStorage.html">MainLoopSharedStorage</a> {</div><div class="line"><a name="l00541"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTraits_1_1MainLoopSharedStorage.html#af8f0050e818b788402526857afc7c919"> 541</a></span>  <a class="code" href="structcutlass_1_1ZipTileAllocation.html">ThreadblockTileStorage</a> <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits_1_1MainLoopSharedStorage.html#af8f0050e818b788402526857afc7c919">threadblock_tile</a>;</div><div class="line"><a name="l00542"></a><span class="lineno"> 542</span> </div><div class="line"><a name="l00544"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTraits_1_1MainLoopSharedStorage.html#a61fcc63cb0df6754eef16f5cf138f3a2"> 544</a></span>  <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1gemm_1_1GlobalLoadStreamPair_1_1SharedStorage.html">GlobalLoadStream::SharedStorage</a> <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits_1_1MainLoopSharedStorage.html#a61fcc63cb0df6754eef16f5cf138f3a2">global_to_shared_stream</a>;</div><div class="line"><a name="l00545"></a><span class="lineno"> 545</span> </div><div class="line"><a name="l00547"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTraits_1_1MainLoopSharedStorage.html#a5513254af1f9979b6d0b9f236c3e7325"> 547</a></span>  <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1gemm_1_1ClearAccumulators_1_1SharedStorage.html">ClearAccumulators::SharedStorage</a> <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits_1_1MainLoopSharedStorage.html#a5513254af1f9979b6d0b9f236c3e7325">clear</a>;</div><div class="line"><a name="l00548"></a><span class="lineno"> 548</span>  };</div><div class="line"><a name="l00549"></a><span class="lineno"> 549</span> </div><div class="line"><a name="l00551"></a><span class="lineno"><a class="line" href="unioncutlass_1_1gemm_1_1GemmTraits_1_1SharedStorage.html"> 551</a></span>  <span class="keyword">union </span><a class="code" href="unioncutlass_1_1gemm_1_1GemmTraits_1_1SharedStorage.html">SharedStorage</a> {</div><div class="line"><a name="l00552"></a><span class="lineno"> 552</span>  <span class="comment">// The storage for the main loop.</span></div><div class="line"><a name="l00553"></a><span class="lineno"><a class="line" href="unioncutlass_1_1gemm_1_1GemmTraits_1_1SharedStorage.html#aa5dd7edc3cffa785eb1e5b62c18c74c4"> 553</a></span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits_1_1MainLoopSharedStorage.html">MainLoopSharedStorage</a> <a class="code" href="unioncutlass_1_1gemm_1_1GemmTraits_1_1SharedStorage.html#aa5dd7edc3cffa785eb1e5b62c18c74c4">main_loop</a>;</div><div class="line"><a name="l00554"></a><span class="lineno"> 554</span>  <span class="comment">// The storage for the epilogue.</span></div><div class="line"><a name="l00555"></a><span class="lineno"><a class="line" href="unioncutlass_1_1gemm_1_1GemmTraits_1_1SharedStorage.html#afdca9ac1d28e17efaa394f5831a60c04"> 555</a></span>  <span class="keyword">typename</span> Epilogue::SharedStorage <a class="code" href="unioncutlass_1_1gemm_1_1GemmTraits_1_1SharedStorage.html#afdca9ac1d28e17efaa394f5831a60c04">epilogue</a>;</div><div class="line"><a name="l00556"></a><span class="lineno"> 556</span>  };</div><div class="line"><a name="l00557"></a><span class="lineno"> 557</span> </div><div class="line"><a name="l00559"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTraits.html#a475463c1e3af71598e22da8956900ebe"> 559</a></span>  <span class="keyword">static</span> CUTLASS_DEVICE <span class="keywordtype">void</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#a475463c1e3af71598e22da8956900ebe">shared_load_fence</a>(<span class="keywordtype">bool</span> in_loop) {</div><div class="line"><a name="l00560"></a><span class="lineno"> 560</span>  <span class="keywordflow">if</span> (SharedLoadStreamA::Iterator::kRequiresLoadFence ||</div><div class="line"><a name="l00561"></a><span class="lineno"> 561</span>  SharedLoadStreamB::Iterator::kRequiresLoadFence) {</div><div class="line"><a name="l00562"></a><span class="lineno"> 562</span>  __syncthreads();</div><div class="line"><a name="l00563"></a><span class="lineno"> 563</span>  }</div><div class="line"><a name="l00564"></a><span class="lineno"> 564</span>  }</div><div class="line"><a name="l00565"></a><span class="lineno"> 565</span> </div><div class="line"><a name="l00567"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmTraits.html#ac3c840a3d90c0da43301761af83c2c9f"> 567</a></span>  <span class="keyword">static</span> CUTLASS_DEVICE <span class="keywordtype">void</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html#ac3c840a3d90c0da43301761af83c2c9f">shared_store_fence</a>(<span class="keywordtype">bool</span> in_loop) {</div><div class="line"><a name="l00568"></a><span class="lineno"> 568</span>  __syncthreads();</div><div class="line"><a name="l00569"></a><span class="lineno"> 569</span>  }</div><div class="line"><a name="l00570"></a><span class="lineno"> 570</span> };</div><div class="line"><a name="l00571"></a><span class="lineno"> 571</span> </div><div class="line"><a name="l00573"></a><span class="lineno"> 573</span> </div><div class="line"><a name="l00574"></a><span class="lineno"> 574</span> <span class="keyword">template</span> <<span class="keyword">typename</span> GemmTileTraitsHelperA_, <span class="keyword">typename</span> GemmTileTraitsHelperB_, <span class="keyword">typename</span> Index_></div><div class="line"><a name="l00575"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper.html"> 575</a></span> <span class="keyword">struct </span><a class="code" href="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper.html">SimplifiedGemmTraitsHelper</a> {</div><div class="line"><a name="l00577"></a><span class="lineno"> 577</span>  <span class="keyword">typedef</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmGlobalIteratorAb.html">GemmGlobalIteratorAb<typename GemmTileTraitsHelperA_::GlobalTileTraits, Index_></a></div><div class="line"><a name="l00578"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper.html#a5687850f235d644a4820851880740d27"> 578</a></span>  <a class="code" href="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper.html#a5687850f235d644a4820851880740d27">GlobalLoadIteratorA</a>;</div><div class="line"><a name="l00580"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper.html#af9a98d39d6959a9641f7c3c90df2f98e"> 580</a></span>  <span class="keyword">typedef</span> <a class="code" href="structcutlass_1_1Copy.html">Copy<typename GlobalLoadIteratorA::Fragment></a> <a class="code" href="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper.html#af9a98d39d6959a9641f7c3c90df2f98e">GlobalTransformerA</a>;</div><div class="line"><a name="l00582"></a><span class="lineno"> 582</span>  <span class="keyword">typedef</span> <a class="code" href="structcutlass_1_1TileStoreIterator.html">TileStoreIterator</a><<span class="keyword">typename</span> GemmTileTraitsHelperA_::SharedStoreTileTraits,</div><div class="line"><a name="l00583"></a><span class="lineno"> 583</span>  <span class="keyword">typename</span> GemmTileTraitsHelperA_::SharedStoreTileTraits::Scalar,</div><div class="line"><a name="l00584"></a><span class="lineno"> 584</span>  <a class="code" href="structcutlass_1_1IteratorAdvance.html#a9ad9c2302ddffa148d47cdcf6c738ddaacfe756fca665eb1bbf389850915c1b81">IteratorAdvance::kH</a>,</div><div class="line"><a name="l00585"></a><span class="lineno"> 585</span>  <a class="code" href="structcutlass_1_1MemorySpace.html#a1e031ec41668015a8fe4ba2c1145d03ca2804339b2be64ff68ae3042073aaa7cc">MemorySpace::kShared</a>></div><div class="line"><a name="l00586"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper.html#a3a20852daeb46c625b2391d078b30d73"> 586</a></span>  <a class="code" href="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper.html#a3a20852daeb46c625b2391d078b30d73">SharedStoreIteratorA</a>;</div><div class="line"><a name="l00588"></a><span class="lineno"> 588</span>  <span class="keyword">typedef</span> <a class="code" href="structcutlass_1_1gemm_1_1GlobalLoadStream.html">GlobalLoadStream</a><<a class="code" href="structcutlass_1_1GemmOperand.html#ab209ea3de198efabe8e8707dfe8e0a0cac2b9fe9e3679a059d1a6c946b2a2c31a">GemmOperand::kA</a>,</div><div class="line"><a name="l00589"></a><span class="lineno"> 589</span>  <a class="code" href="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper.html#a5687850f235d644a4820851880740d27">GlobalLoadIteratorA</a>,</div><div class="line"><a name="l00590"></a><span class="lineno"> 590</span>  <a class="code" href="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper.html#a3a20852daeb46c625b2391d078b30d73">SharedStoreIteratorA</a>,</div><div class="line"><a name="l00591"></a><span class="lineno"> 591</span>  <a class="code" href="structcutlass_1_1Copy.html">GlobalTransformerA</a>></div><div class="line"><a name="l00592"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper.html#a50121da13661e9fa50e5ea3a87c06266"> 592</a></span>  <a class="code" href="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper.html#a50121da13661e9fa50e5ea3a87c06266">GlobalLoadStreamA</a>;</div><div class="line"><a name="l00593"></a><span class="lineno"> 593</span> </div><div class="line"><a name="l00595"></a><span class="lineno"> 595</span>  <span class="keyword">typedef</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmGlobalIteratorAb.html">GemmGlobalIteratorAb<typename GemmTileTraitsHelperB_::GlobalTileTraits, Index_></a></div><div class="line"><a name="l00596"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper.html#a362794738bc14b283a91558bcadbbfd5"> 596</a></span>  <a class="code" href="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper.html#a362794738bc14b283a91558bcadbbfd5">GlobalLoadIteratorB</a>;</div><div class="line"><a name="l00598"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper.html#a437070ba4a214aee363315d6019e450c"> 598</a></span>  <span class="keyword">typedef</span> <a class="code" href="structcutlass_1_1Copy.html">Copy<typename GlobalLoadIteratorB::Fragment></a> <a class="code" href="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper.html#a437070ba4a214aee363315d6019e450c">GlobalTransformerB</a>;</div><div class="line"><a name="l00600"></a><span class="lineno"> 600</span>  <span class="keyword">typedef</span> <a class="code" href="structcutlass_1_1TileStoreIterator.html">TileStoreIterator</a><<span class="keyword">typename</span> GemmTileTraitsHelperB_::SharedStoreTileTraits,</div><div class="line"><a name="l00601"></a><span class="lineno"> 601</span>  <span class="keyword">typename</span> GemmTileTraitsHelperB_::SharedStoreTileTraits::Scalar,</div><div class="line"><a name="l00602"></a><span class="lineno"> 602</span>  <a class="code" href="structcutlass_1_1IteratorAdvance.html#a9ad9c2302ddffa148d47cdcf6c738ddaacfe756fca665eb1bbf389850915c1b81">IteratorAdvance::kH</a>,</div><div class="line"><a name="l00603"></a><span class="lineno"> 603</span>  <a class="code" href="structcutlass_1_1MemorySpace.html#a1e031ec41668015a8fe4ba2c1145d03ca2804339b2be64ff68ae3042073aaa7cc">MemorySpace::kShared</a>></div><div class="line"><a name="l00604"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper.html#a43713f534798b1e27c4ba38b72e63c08"> 604</a></span>  <a class="code" href="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper.html#a43713f534798b1e27c4ba38b72e63c08">SharedStoreIteratorB</a>;</div><div class="line"><a name="l00606"></a><span class="lineno"> 606</span>  <span class="keyword">typedef</span> <a class="code" href="structcutlass_1_1gemm_1_1GlobalLoadStream.html">GlobalLoadStream</a><<a class="code" href="structcutlass_1_1GemmOperand.html#ab209ea3de198efabe8e8707dfe8e0a0caad0876342d150cef7da6ae149d5e99f9">GemmOperand::kB</a>,</div><div class="line"><a name="l00607"></a><span class="lineno"> 607</span>  <a class="code" href="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper.html#a362794738bc14b283a91558bcadbbfd5">GlobalLoadIteratorB</a>,</div><div class="line"><a name="l00608"></a><span class="lineno"> 608</span>  <a class="code" href="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper.html#a43713f534798b1e27c4ba38b72e63c08">SharedStoreIteratorB</a>,</div><div class="line"><a name="l00609"></a><span class="lineno"> 609</span>  <a class="code" href="structcutlass_1_1Copy.html">GlobalTransformerB</a>></div><div class="line"><a name="l00610"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper.html#a2fcf34dcf8d89424aa15da709aed4a83"> 610</a></span>  <a class="code" href="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper.html#a2fcf34dcf8d89424aa15da709aed4a83">GlobalLoadStreamB</a>;</div><div class="line"><a name="l00611"></a><span class="lineno"> 611</span> </div><div class="line"><a name="l00613"></a><span class="lineno"> 613</span>  <span class="keyword">typedef</span> <a class="code" href="structcutlass_1_1TileLoadIterator.html">TileLoadIterator</a><<span class="keyword">typename</span> GemmTileTraitsHelperA_::SharedLoadTileTraits,</div><div class="line"><a name="l00614"></a><span class="lineno"> 614</span>  <span class="keyword">typename</span> GemmTileTraitsHelperA_::Scalar,</div><div class="line"><a name="l00615"></a><span class="lineno"> 615</span>  <a class="code" href="structcutlass_1_1IteratorAdvance.html#a9ad9c2302ddffa148d47cdcf6c738ddaacfe756fca665eb1bbf389850915c1b81">IteratorAdvance::kH</a>,</div><div class="line"><a name="l00616"></a><span class="lineno"> 616</span>  <a class="code" href="structcutlass_1_1MemorySpace.html#a1e031ec41668015a8fe4ba2c1145d03ca2804339b2be64ff68ae3042073aaa7cc">MemorySpace::kShared</a>></div><div class="line"><a name="l00617"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper.html#a365aed4c0e2ad1bffea517ee36998557"> 617</a></span>  <a class="code" href="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper.html#a365aed4c0e2ad1bffea517ee36998557">SharedLoadIteratorA</a>;</div><div class="line"><a name="l00619"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper.html#aa5ebe3a857b55412a86ec65ad1c55dd8"> 619</a></span>  <span class="keyword">typedef</span> <a class="code" href="structcutlass_1_1gemm_1_1SharedLoadStream.html">SharedLoadStream<SharedLoadIteratorA></a> <a class="code" href="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper.html#aa5ebe3a857b55412a86ec65ad1c55dd8">SharedLoadStreamA</a>;</div><div class="line"><a name="l00621"></a><span class="lineno"> 621</span>  <span class="keyword">typedef</span> <a class="code" href="structcutlass_1_1TileLoadIterator.html">TileLoadIterator</a><<span class="keyword">typename</span> GemmTileTraitsHelperB_::SharedLoadTileTraits,</div><div class="line"><a name="l00622"></a><span class="lineno"> 622</span>  <span class="keyword">typename</span> GemmTileTraitsHelperB_::Scalar,</div><div class="line"><a name="l00623"></a><span class="lineno"> 623</span>  <a class="code" href="structcutlass_1_1IteratorAdvance.html#a9ad9c2302ddffa148d47cdcf6c738ddaacfe756fca665eb1bbf389850915c1b81">IteratorAdvance::kH</a>,</div><div class="line"><a name="l00624"></a><span class="lineno"> 624</span>  <a class="code" href="structcutlass_1_1MemorySpace.html#a1e031ec41668015a8fe4ba2c1145d03ca2804339b2be64ff68ae3042073aaa7cc">MemorySpace::kShared</a>></div><div class="line"><a name="l00625"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper.html#a4de905aadc734df69fd0db83f01be56e"> 625</a></span>  <a class="code" href="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper.html#a4de905aadc734df69fd0db83f01be56e">SharedLoadIteratorB</a>;</div><div class="line"><a name="l00627"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper.html#a12447ce4d11601a625662f9d177cc3d8"> 627</a></span>  <span class="keyword">typedef</span> <a class="code" href="structcutlass_1_1gemm_1_1SharedLoadStream.html">SharedLoadStream<SharedLoadIteratorB></a> <a class="code" href="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper.html#a12447ce4d11601a625662f9d177cc3d8">SharedLoadStreamB</a>;</div><div class="line"><a name="l00628"></a><span class="lineno"> 628</span> };</div><div class="line"><a name="l00629"></a><span class="lineno"> 629</span> </div><div class="line"><a name="l00631"></a><span class="lineno"> 631</span> </div><div class="line"><a name="l00632"></a><span class="lineno"> 632</span> <span class="keyword">template</span> <</div><div class="line"><a name="l00634"></a><span class="lineno"> 634</span>  <a class="code" href="structcutlass_1_1MatrixLayout.html#a97ef07af21b122c1804245b0c7784d2b">MatrixLayout::Kind</a> kLayoutA_,</div><div class="line"><a name="l00636"></a><span class="lineno"> 636</span>  <a class="code" href="structcutlass_1_1MatrixLayout.html#a97ef07af21b122c1804245b0c7784d2b">MatrixLayout::Kind</a> kLayoutB_,</div><div class="line"><a name="l00638"></a><span class="lineno"> 638</span>  <span class="keyword">typename</span> GemmConfig_,</div><div class="line"><a name="l00640"></a><span class="lineno"> 640</span>  <span class="keyword">typename</span> Epilogue_,</div><div class="line"><a name="l00642"></a><span class="lineno"> 642</span>  <span class="keyword">typename</span> Index_ = int,</div><div class="line"><a name="l00643"></a><span class="lineno"> 643</span>  <span class="comment">// The configuration for the A matrix.</span></div><div class="line"><a name="l00644"></a><span class="lineno"> 644</span>  <span class="keyword">typename</span> GemmTileTraitsHelperA_ = <a class="code" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA.html">GemmTileTraitsHelperA<kLayoutA_, GemmConfig_></a>,</div><div class="line"><a name="l00645"></a><span class="lineno"> 645</span>  <span class="comment">// The configuration for the B matrix.</span></div><div class="line"><a name="l00646"></a><span class="lineno"> 646</span>  <span class="keyword">typename</span> GemmTileTraitsHelperB_ = <a class="code" href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB.html">GemmTileTraitsHelperB<kLayoutB_, GemmConfig_></a>,</div><div class="line"><a name="l00647"></a><span class="lineno"> 647</span>  <span class="comment">// The helper class to create the streams and iterators.</span></div><div class="line"><a name="l00648"></a><span class="lineno"> 648</span>  <span class="keyword">typename</span> Helper_ =</div><div class="line"><a name="l00649"></a><span class="lineno"> 649</span>  <a class="code" href="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper.html">SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA_, GemmTileTraitsHelperB_, Index_></a> ></div><div class="line"><a name="l00650"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1SimplifiedGemmTraits.html"> 650</a></span> <span class="keyword">struct </span><a class="code" href="structcutlass_1_1gemm_1_1SimplifiedGemmTraits.html">SimplifiedGemmTraits</a> : <span class="keyword">public</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmTraits.html">GemmTraits</a><</div><div class="line"><a name="l00651"></a><span class="lineno"> 651</span>  <span class="comment">// The config.</span></div><div class="line"><a name="l00652"></a><span class="lineno"> 652</span>  GemmConfig_,</div><div class="line"><a name="l00653"></a><span class="lineno"> 653</span>  <span class="comment">// The stream to load A from global memory to shared memory.</span></div><div class="line"><a name="l00654"></a><span class="lineno"> 654</span>  typename Helper_::GlobalLoadStreamA,</div><div class="line"><a name="l00655"></a><span class="lineno"> 655</span>  <span class="comment">// The stream to load B from global memory to shared memory.</span></div><div class="line"><a name="l00656"></a><span class="lineno"> 656</span>  typename Helper_::GlobalLoadStreamB,</div><div class="line"><a name="l00657"></a><span class="lineno"> 657</span>  <span class="comment">// The stream to load A from shared memory.</span></div><div class="line"><a name="l00658"></a><span class="lineno"> 658</span>  typename Helper_::SharedLoadStreamA,</div><div class="line"><a name="l00659"></a><span class="lineno"> 659</span>  <span class="comment">// The stream to load B from shared memory.</span></div><div class="line"><a name="l00660"></a><span class="lineno"> 660</span>  typename Helper_::SharedLoadStreamB,</div><div class="line"><a name="l00661"></a><span class="lineno"> 661</span>  <span class="comment">// The epilogue.</span></div><div class="line"><a name="l00662"></a><span class="lineno"> 662</span>  Epilogue_,</div><div class="line"><a name="l00663"></a><span class="lineno"> 663</span>  <span class="comment">// The block swizzle to reorganize the grid.</span></div><div class="line"><a name="l00664"></a><span class="lineno"> 664</span>  IdentityBlockSwizzle,</div><div class="line"><a name="l00665"></a><span class="lineno"> 665</span>  <span class="comment">// The index.</span></div><div class="line"><a name="l00666"></a><span class="lineno"> 666</span>  Index_,</div><div class="line"><a name="l00667"></a><span class="lineno"> 667</span>  <span class="comment">// The tool used to clear accumulators.</span></div><div class="line"><a name="l00668"></a><span class="lineno"> 668</span>  ClearAccumulators<typename GemmConfig_::Accumulators::Element> > {</div><div class="line"><a name="l00669"></a><span class="lineno"> 669</span> };</div><div class="line"><a name="l00670"></a><span class="lineno"> 670</span> </div><div class="line"><a name="l00672"></a><span class="lineno"> 672</span> </div><div class="line"><a name="l00673"></a><span class="lineno"> 673</span> } <span class="comment">// namespace gemm</span></div><div class="line"><a name="l00674"></a><span class="lineno"> 674</span> } <span class="comment">// namespace cutlass</span></div><div class="ttc" id="unioncutlass_1_1gemm_1_1GemmTraits_1_1SharedStorage_html_afdca9ac1d28e17efaa394f5831a60c04"><div class="ttname"><a href="unioncutlass_1_1gemm_1_1GemmTraits_1_1SharedStorage.html#afdca9ac1d28e17efaa394f5831a60c04">cutlass::gemm::GemmTraits::SharedStorage::epilogue</a></div><div class="ttdeci">Epilogue::SharedStorage epilogue</div><div class="ttdef"><b>Definition:</b> gemm_traits.h:555</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmDesc_html"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmDesc.html">cutlass::gemm::GemmDesc</a></div><div class="ttdoc">GEMM problem description. </div><div class="ttdef"><b>Definition:</b> gemm_desc.h:50</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTraits_html_a9cd6c3fddfb4315eb52b672900462c47"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTraits.html#a9cd6c3fddfb4315eb52b672900462c47">cutlass::gemm::GemmTraits::GlobalLoadStreamA</a></div><div class="ttdeci">GlobalLoadStreamA_ GlobalLoadStreamA</div><div class="ttdoc">The stream to load A from global memory to shared memory. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:370</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmEpilogue_html_a4887b56a96694ce6350db77f78bb505f"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmEpilogue.html#a4887b56a96694ce6350db77f78bb505f">cutlass::gemm::GemmEpilogue::ScalarD</a></div><div class="ttdeci">GlobalStoreIteratorD::Scalar ScalarD</div><div class="ttdoc">The scalar for D. </div><div class="ttdef"><b>Definition:</b> gemm_epilogue.h:85</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper_html_a50121da13661e9fa50e5ea3a87c06266"><div class="ttname"><a href="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper.html#a50121da13661e9fa50e5ea3a87c06266">cutlass::gemm::SimplifiedGemmTraitsHelper::GlobalLoadStreamA</a></div><div class="ttdeci">GlobalLoadStream< GemmOperand::kA, GlobalLoadIteratorA, SharedStoreIteratorA, GlobalTransformerA > GlobalLoadStreamA</div><div class="ttdoc">The stream to load A from global memory to shared memory. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:592</div></div>
|
|
<div class="ttc" id="structcutlass_1_1MemorySpace_html_a1e031ec41668015a8fe4ba2c1145d03ca2804339b2be64ff68ae3042073aaa7cc"><div class="ttname"><a href="structcutlass_1_1MemorySpace.html#a1e031ec41668015a8fe4ba2c1145d03ca2804339b2be64ff68ae3042073aaa7cc">cutlass::MemorySpace::kShared</a></div><div class="ttdef"><b>Definition:</b> load_store.h:41</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTraits_html_ae01371eb31b88fa83c4926564cecafdc"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTraits.html#ae01371eb31b88fa83c4926564cecafdc">cutlass::gemm::GemmTraits::SharedLoadStreamA</a></div><div class="ttdeci">SharedLoadStreamA_ SharedLoadStreamA</div><div class="ttdoc">The iterator for A to load from shared memory. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:384</div></div>
|
|
<div class="ttc" id="namespacecutlass_html"><div class="ttname"><a href="namespacecutlass.html">cutlass</a></div><div class="ttdef"><b>Definition:</b> convert.h:33</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmSharedLoadTileATraits_html"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmSharedLoadTileATraits.html">cutlass::gemm::GemmSharedLoadTileATraits</a></div><div class="ttdef"><b>Definition:</b> gemm_shared_tile.h:128</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTraits_html_ac393b07e780629fc8254fc22cc6f815b"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTraits.html#ac393b07e780629fc8254fc22cc6f815b">cutlass::gemm::GemmTraits::GlobalLoadStreamB</a></div><div class="ttdeci">GlobalLoadStreamB_ GlobalLoadStreamB</div><div class="ttdoc">The stream to load B from global memory to shared memory. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:377</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmSharedStoreWithSkewTileAbTraits_html"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmSharedStoreWithSkewTileAbTraits.html">cutlass::gemm::GemmSharedStoreWithSkewTileAbTraits</a></div><div class="ttdef"><b>Definition:</b> gemm_shared_tile.h:80</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmConfig_html_acf461f0ba3067cc5d66a04f0a176308f"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmConfig.html#acf461f0ba3067cc5d66a04f0a176308f">cutlass::gemm::GemmConfig::kThreads</a></div><div class="ttdeci">static int const kThreads</div><div class="ttdoc">The numnber of threads. </div><div class="ttdef"><b>Definition:</b> gemm_config.h:103</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper_html_a3a20852daeb46c625b2391d078b30d73"><div class="ttname"><a href="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper.html#a3a20852daeb46c625b2391d078b30d73">cutlass::gemm::SimplifiedGemmTraitsHelper::SharedStoreIteratorA</a></div><div class="ttdeci">TileStoreIterator< typename GemmTileTraitsHelperA_::SharedStoreTileTraits, typename GemmTileTraitsHelperA_::SharedStoreTileTraits::Scalar, IteratorAdvance::kH, MemorySpace::kShared > SharedStoreIteratorA</div><div class="ttdoc">The iterator to store A to shared memory. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:586</div></div>
|
|
<div class="ttc" id="tile__iterator_8h_html"><div class="ttname"><a href="tile__iterator_8h.html">tile_iterator.h</a></div><div class="ttdoc">Defines the Tile Traits concept and iterators for loading and storing to tiles efficiently. </div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTraits_html_a3129be75ee087603170f8367e10e070e"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTraits.html#a3129be75ee087603170f8367e10e070e">cutlass::gemm::GemmTraits::ScalarD</a></div><div class="ttdeci">Epilogue::ScalarD ScalarD</div><div class="ttdef"><b>Definition:</b> gemm_traits.h:394</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTraits_1_1Params_html_ac4cd0b74130ffc09e4ccb7b0acba87f8"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTraits_1_1Params.html#ac4cd0b74130ffc09e4ccb7b0acba87f8">cutlass::gemm::GemmTraits::Params::initialize</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE int initialize(Index m, Index n, Index k, typename Epilogue::Scalar alpha, ScalarA const *d_a, Index lda, ScalarB const *d_b, Index ldb, typename Epilogue::Scalar beta, ScalarC const *d_c, Index ldc, ScalarD *d_d, Index ldd)</div><div class="ttdoc">Helper to construct a GEMM params using a BLAS-like API. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:474</div></div>
|
|
<div class="ttc" id="unioncutlass_1_1gemm_1_1GemmTraits_1_1SharedStorage_html"><div class="ttname"><a href="unioncutlass_1_1gemm_1_1GemmTraits_1_1SharedStorage.html">cutlass::gemm::GemmTraits::SharedStorage</a></div><div class="ttdoc">The storage in shared memory. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:551</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper_html_a12447ce4d11601a625662f9d177cc3d8"><div class="ttname"><a href="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper.html#a12447ce4d11601a625662f9d177cc3d8">cutlass::gemm::SimplifiedGemmTraitsHelper::SharedLoadStreamB</a></div><div class="ttdeci">SharedLoadStream< SharedLoadIteratorB > SharedLoadStreamB</div><div class="ttdoc">The stream to load B from shared memory. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:627</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmGlobalTileTraits_html"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmGlobalTileTraits.html">cutlass::gemm::GemmGlobalTileTraits</a></div><div class="ttdef"><b>Definition:</b> gemm_global_tile.h:70</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GlobalLoadStreamPair_1_1SharedStorage_html"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GlobalLoadStreamPair_1_1SharedStorage.html">cutlass::gemm::GlobalLoadStreamPair::SharedStorage</a></div><div class="ttdoc">Defines a structure containing shared storage for each pair. </div><div class="ttdef"><b>Definition:</b> gemm_stream_pair.h:91</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper_html_a2fcf34dcf8d89424aa15da709aed4a83"><div class="ttname"><a href="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper.html#a2fcf34dcf8d89424aa15da709aed4a83">cutlass::gemm::SimplifiedGemmTraitsHelper::GlobalLoadStreamB</a></div><div class="ttdeci">GlobalLoadStream< GemmOperand::kB, GlobalLoadIteratorB, SharedStoreIteratorB, GlobalTransformerB > GlobalLoadStreamB</div><div class="ttdoc">The stream to load B from global memory to shared memory. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:610</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB_3_01MatrixLayout_1_1kColumnMajor_00_01GemmConfig___01_4_html_a8ae7db3f2f0c57779729d500386c004c"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB_3_01MatrixLayout_1_1kColumnMajor_00_01GemmConfig___01_4.html#a8ae7db3f2f0c57779729d500386c004c">cutlass::gemm::GemmTileTraitsHelperB< MatrixLayout::kColumnMajor, GemmConfig_ >::Scalar</a></div><div class="ttdeci">GemmConfig_::ScalarB Scalar</div><div class="ttdoc">The input scalar. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:201</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB_3_01MatrixLayout_1_1kRowMajor_00_01GemmConfig___01_4_html_acbeea56f0ce95ddd632db3482c1021e5"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB_3_01MatrixLayout_1_1kRowMajor_00_01GemmConfig___01_4.html#acbeea56f0ce95ddd632db3482c1021e5">cutlass::gemm::GemmTileTraitsHelperB< MatrixLayout::kRowMajor, GemmConfig_ >::SharedStoreTileTraits</a></div><div class="ttdeci">GemmSharedStoreTileAbTraits< MultiplyAddScalar, Shape< GemmConfig_::kStages, GemmConfig_::OutputTile::kD/GemmConfig_::InstructionShape::kD, GemmConfig_::OutputTile::kH *GemmConfig_::InstructionShape::kD >, typename GlobalTileTraits::Threads, GemmConfig_::kScalarsPerStsB > SharedStoreTileTraits</div><div class="ttdoc">The traits class to build the iterator to store data to shared memory for B^T. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:304</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmCoord_html"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmCoord.html">cutlass::gemm::GemmCoord</a></div><div class="ttdef"><b>Definition:</b> gemm_coord.h:43</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTraits_html_aa6214a0ad09d155ed79feadc6647b989"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTraits.html#aa6214a0ad09d155ed79feadc6647b989">cutlass::gemm::GemmTraits::This_</a></div><div class="ttdeci">GemmTraits< GemmConfig_, GlobalLoadStreamA_, GlobalLoadStreamB_, SharedLoadStreamA_, SharedLoadStreamB_, Epilogue_, BlockSwizzle_, Index_, ClearAccumulators_ > This_</div><div class="ttdoc">This traits. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:359</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTraits_html_acaeb27063a444e2a3b93f3cb70e3c290"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTraits.html#acaeb27063a444e2a3b93f3cb70e3c290">cutlass::gemm::GemmTraits::SharedLoadStreamB</a></div><div class="ttdeci">SharedLoadStreamB_ SharedLoadStreamB</div><div class="ttdoc">The iterator for B to load from shared memory. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:386</div></div>
|
|
<div class="ttc" id="kernel__launch_8h_html"><div class="ttname"><a href="kernel__launch_8h.html">kernel_launch.h</a></div><div class="ttdoc">Defines structures and helpers to launch CUDA kernels within CUTLASS. </div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTraits_html_a367aa0bd4be33d90ffe752274c728ef8"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTraits.html#a367aa0bd4be33d90ffe752274c728ef8">cutlass::gemm::GemmTraits::GlobalLoadStream</a></div><div class="ttdeci">GlobalLoadStreamPair< GlobalLoadStreamA, GlobalLoadStreamB, GemmConfig::kResidueInProlog > GlobalLoadStream</div><div class="ttdoc">Assemble the global load streams for A/B. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:407</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB_3_01MatrixLayout_1_1kColumnMajor_00_01GemmConfig___01_4_html_a5fee0ed52326c0685e8d8295e40ce064"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB_3_01MatrixLayout_1_1kColumnMajor_00_01GemmConfig___01_4.html#a5fee0ed52326c0685e8d8295e40ce064">cutlass::gemm::GemmTileTraitsHelperB< MatrixLayout::kColumnMajor, GemmConfig_ >::GlobalTileTraits</a></div><div class="ttdeci">GemmGlobalTileTraits< GemmOperand::kB, MatrixLayout::kColumnMajor, Scalar const, Shape< 1, GemmConfig_::OutputTile::kH, GemmConfig_::OutputTile::kD >, Shape< 1, GemmConfig_::kThreads/GemmConfig_::OutputTile::kD, GemmConfig_::OutputTile::kD >, GemmConfig_::kScalarsPerLdgB > GlobalTileTraits</div><div class="ttdoc">The traits class to build the iterator to load data from global memory for B^N. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:219</div></div>
|
|
<div class="ttc" id="structcutlass_1_1Copy_html"><div class="ttname"><a href="structcutlass_1_1Copy.html">cutlass::Copy</a></div><div class="ttdef"><b>Definition:</b> convert.h:69</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTraits_1_1MainLoopSharedStorage_html_af8f0050e818b788402526857afc7c919"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTraits_1_1MainLoopSharedStorage.html#af8f0050e818b788402526857afc7c919">cutlass::gemm::GemmTraits::MainLoopSharedStorage::threadblock_tile</a></div><div class="ttdeci">ThreadblockTileStorage threadblock_tile</div><div class="ttdoc">Stores the threadblock tile. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:541</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper_html_aa5ebe3a857b55412a86ec65ad1c55dd8"><div class="ttname"><a href="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper.html#aa5ebe3a857b55412a86ec65ad1c55dd8">cutlass::gemm::SimplifiedGemmTraitsHelper::SharedLoadStreamA</a></div><div class="ttdeci">SharedLoadStream< SharedLoadIteratorA > SharedLoadStreamA</div><div class="ttdoc">The stream to load A from shared memory. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:619</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmSharedStoreTileAbTraits_html"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmSharedStoreTileAbTraits.html">cutlass::gemm::GemmSharedStoreTileAbTraits</a></div><div class="ttdef"><b>Definition:</b> gemm_shared_tile.h:38</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA_3_01MatrixLayout_1_1kColumnMajor_00_01GemmConfig___01_4_html_af534fc5698513af3c6724b68ae03316d"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA_3_01MatrixLayout_1_1kColumnMajor_00_01GemmConfig___01_4.html#af534fc5698513af3c6724b68ae03316d">cutlass::gemm::GemmTileTraitsHelperA< MatrixLayout::kColumnMajor, GemmConfig_ >::SharedLoadTileTraits</a></div><div class="ttdeci">GemmSharedLoadTileATraits< MultiplyAddScalar const, typename GemmConfig_::OutputTile, typename GemmConfig_::Warps, typename GemmConfig_::MultiplyAdd::ThreadsPerWarp, typename GemmConfig_::InstructionShape, GemmConfig_::kStages, GemmConfig_::kScalarsPerLdsA, 0 > SharedLoadTileTraits</div><div class="ttdoc">The traits class to build the iterator to load from shared memory for A^N. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:114</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTraits_html_a424f1ac14e1e7ad37428edd0cf13e7fe"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTraits.html#a424f1ac14e1e7ad37428edd0cf13e7fe">cutlass::gemm::GemmTraits::Epilogue</a></div><div class="ttdeci">Epilogue_ Epilogue</div><div class="ttdoc">The epilogue. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:391</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTraits_html_a96d64bdc48db4971798b620d6b49b3f6"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTraits.html#a96d64bdc48db4971798b620d6b49b3f6">cutlass::gemm::GemmTraits::ScalarA</a></div><div class="ttdeci">GlobalLoadStreamA_::Scalar ScalarA</div><div class="ttdoc">The scalar for A. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:374</div></div>
|
|
<div class="ttc" id="structcutlass_1_1IteratorAdvance_html_a9ad9c2302ddffa148d47cdcf6c738ddaacfe756fca665eb1bbf389850915c1b81"><div class="ttname"><a href="structcutlass_1_1IteratorAdvance.html#a9ad9c2302ddffa148d47cdcf6c738ddaacfe756fca665eb1bbf389850915c1b81">cutlass::IteratorAdvance::kH</a></div><div class="ttdef"><b>Definition:</b> tile_iterator.h:65</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA_3_01MatrixLayout_1_1kColumnMajor_00_01GemmConfig___01_4_html_adc95f4a8617cdf28e5b5d7d2d1aefec2"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA_3_01MatrixLayout_1_1kColumnMajor_00_01GemmConfig___01_4.html#adc95f4a8617cdf28e5b5d7d2d1aefec2">cutlass::gemm::GemmTileTraitsHelperA< MatrixLayout::kColumnMajor, GemmConfig_ >::GlobalTileTraits</a></div><div class="ttdeci">GemmGlobalTileTraits< GemmOperand::kA, MatrixLayout::kColumnMajor, Scalar const, Shape< 1, GemmConfig_::OutputTile::kD, GemmConfig_::OutputTile::kW >, Shape< 1, ShapeCount< typename GemmConfig_::Warps >::kCount, GemmConfig_::kWarpSize >, GemmConfig_::kScalarsPerLdgA > GlobalTileTraits</div><div class="ttdoc">The traits class to build the iterator to load data from global memory for A^N. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:80</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTraits_1_1Params_html_a8dba1bcd9ddab830bc121afc728296c3"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTraits_1_1Params.html#a8dba1bcd9ddab830bc121afc728296c3">cutlass::gemm::GemmTraits::Params::global_to_shared_stream</a></div><div class="ttdeci">GlobalLoadStream::Params global_to_shared_stream</div><div class="ttdoc">Parameters object for the global load stream. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:422</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA_3_01MatrixLayout_1_1kColumnMajor_00_01GemmConfig___01_4_html_af511f0ff83166b2a77d4cad4150c8e8f"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA_3_01MatrixLayout_1_1kColumnMajor_00_01GemmConfig___01_4.html#af511f0ff83166b2a77d4cad4150c8e8f">cutlass::gemm::GemmTileTraitsHelperA< MatrixLayout::kColumnMajor, GemmConfig_ >::Scalar</a></div><div class="ttdeci">GemmConfig_::ScalarA Scalar</div><div class="ttdoc">The input scalar. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:62</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmSharedLoadTileBTraits_html"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmSharedLoadTileBTraits.html">cutlass::gemm::GemmSharedLoadTileBTraits</a></div><div class="ttdef"><b>Definition:</b> gemm_shared_tile.h:200</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmGlobalIteratorAb_html"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmGlobalIteratorAb.html">cutlass::gemm::GemmGlobalIteratorAb</a></div><div class="ttdef"><b>Definition:</b> gemm_global_tile.h:163</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTraits_html_a8f78d4a68817760099081523aa7fd443"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTraits.html#a8f78d4a68817760099081523aa7fd443">cutlass::gemm::GemmTraits::ScalarC</a></div><div class="ttdeci">Epilogue::ScalarC ScalarC</div><div class="ttdoc">The scalars in the epilogue. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:393</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTraits_html_af810544e956b04830c5be7ce41d3b45c"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTraits.html#af810544e956b04830c5be7ce41d3b45c">cutlass::gemm::GemmTraits::MultiplyAdd</a></div><div class="ttdeci">GemmConfig::MultiplyAdd MultiplyAdd</div><div class="ttdoc">The multiply-add functor. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:389</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTraits_html_a475463c1e3af71598e22da8956900ebe"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTraits.html#a475463c1e3af71598e22da8956900ebe">cutlass::gemm::GemmTraits::shared_load_fence</a></div><div class="ttdeci">static CUTLASS_DEVICE void shared_load_fence(bool in_loop)</div><div class="ttdoc">The memory fence for shared loads. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:559</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTraits_html_a4efe5d156abca056ef8b5334fb574dd5"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTraits.html#a4efe5d156abca056ef8b5334fb574dd5">cutlass::gemm::GemmTraits::GemmConfig</a></div><div class="ttdeci">GemmConfig_ GemmConfig</div><div class="ttdoc">The configuration. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:365</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GlobalLoadStream_html"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GlobalLoadStream.html">cutlass::gemm::GlobalLoadStream</a></div><div class="ttdef"><b>Definition:</b> gemm_global_stream.h:52</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB_html"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB.html">cutlass::gemm::GemmTileTraitsHelperB</a></div><div class="ttdef"><b>Definition:</b> gemm_traits.h:191</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1ClearAccumulators_html"><div class="ttname"><a href="structcutlass_1_1gemm_1_1ClearAccumulators.html">cutlass::gemm::ClearAccumulators</a></div><div class="ttdef"><b>Definition:</b> clear_accumulators.h:38</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTraits_1_1Params_html"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTraits_1_1Params.html">cutlass::gemm::GemmTraits::Params</a></div><div class="ttdoc">Parameters object constructable on the host. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:416</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1SharedStreamPair_html"><div class="ttname"><a href="structcutlass_1_1gemm_1_1SharedStreamPair.html">cutlass::gemm::SharedStreamPair</a></div><div class="ttdoc">Collect the global load streams for multiplicands. </div><div class="ttdef"><b>Definition:</b> gemm_stream_pair.h:173</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper_html_a437070ba4a214aee363315d6019e450c"><div class="ttname"><a href="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper.html#a437070ba4a214aee363315d6019e450c">cutlass::gemm::SimplifiedGemmTraitsHelper::GlobalTransformerB</a></div><div class="ttdeci">Copy< typename GlobalLoadIteratorB::Fragment > GlobalTransformerB</div><div class="ttdoc">The data converter for B before storing to shared memory. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:598</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB_3_01MatrixLayout_1_1kRowMajor_00_01GemmConfig___01_4_html_a7639ccd7f6419a9f232db173a228e756"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB_3_01MatrixLayout_1_1kRowMajor_00_01GemmConfig___01_4.html#a7639ccd7f6419a9f232db173a228e756">cutlass::gemm::GemmTileTraitsHelperB< MatrixLayout::kRowMajor, GemmConfig_ >::Scalar</a></div><div class="ttdeci">GemmConfig_::ScalarB Scalar</div><div class="ttdoc">The input scalar. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:272</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GlobalLoadStreamPair_1_1Params_html_a12b5e3e21137480047b8b0f55cbf7258"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GlobalLoadStreamPair_1_1Params.html#a12b5e3e21137480047b8b0f55cbf7258">cutlass::gemm::GlobalLoadStreamPair::Params::stream_b</a></div><div class="ttdeci">StreamB::Params stream_b</div><div class="ttdoc">Parameters object for StreamB. </div><div class="ttdef"><b>Definition:</b> gemm_stream_pair.h:67</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1Gemm_html"><div class="ttname"><a href="structcutlass_1_1gemm_1_1Gemm.html">cutlass::gemm::Gemm</a></div><div class="ttdef"><b>Definition:</b> gemm.h:92</div></div>
|
|
<div class="ttc" id="structcutlass_1_1MatrixLayout_html"><div class="ttname"><a href="structcutlass_1_1MatrixLayout.html">cutlass::MatrixLayout</a></div><div class="ttdoc">Defines data layouts of various matrix formats usable by TensorRef and other classes. </div><div class="ttdef"><b>Definition:</b> matrix_traits.h:156</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper_html_a362794738bc14b283a91558bcadbbfd5"><div class="ttname"><a href="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper.html#a362794738bc14b283a91558bcadbbfd5">cutlass::gemm::SimplifiedGemmTraitsHelper::GlobalLoadIteratorB</a></div><div class="ttdeci">GemmGlobalIteratorAb< typename GemmTileTraitsHelperB_::GlobalTileTraits, Index_ > GlobalLoadIteratorB</div><div class="ttdoc">The global iterator to load B from global memory. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:596</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmConfig_html_a600746def904eeca46d7f92a4b223b46"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmConfig.html#a600746def904eeca46d7f92a4b223b46">cutlass::gemm::GemmConfig::kResidueInProlog</a></div><div class="ttdeci">static bool const kResidueInProlog</div><div class="ttdoc">If true, residue is computed in the prologue. </div><div class="ttdef"><b>Definition:</b> gemm_config.h:136</div></div>
|
|
<div class="ttc" id="structcutlass_1_1TileLoadIterator_html"><div class="ttname"><a href="structcutlass_1_1TileLoadIterator.html">cutlass::TileLoadIterator</a></div><div class="ttdoc">An iterator implementing Tile Load Iterator Concept for loading a tile from memory. </div><div class="ttdef"><b>Definition:</b> tile_iterator.h:399</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTraits_1_1MainLoopSharedStorage_html"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTraits_1_1MainLoopSharedStorage.html">cutlass::gemm::GemmTraits::MainLoopSharedStorage</a></div><div class="ttdef"><b>Definition:</b> gemm_traits.h:539</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GlobalLoadStreamPair_html"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GlobalLoadStreamPair.html">cutlass::gemm::GlobalLoadStreamPair</a></div><div class="ttdoc">Collect the global load streams for multiplicands. </div><div class="ttdef"><b>Definition:</b> gemm_stream_pair.h:50</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmConfig_html_aedb95febe4a0b2943e233c95c36a22cd"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmConfig.html#aedb95febe4a0b2943e233c95c36a22cd">cutlass::gemm::GemmConfig::MultiplyAdd</a></div><div class="ttdeci">MultiplyAdd_ MultiplyAdd</div><div class="ttdoc">The functor to do D = A*B + C. </div><div class="ttdef"><b>Definition:</b> gemm_config.h:90</div></div>
|
|
<div class="ttc" id="structcutlass_1_1MatrixLayout_html_a97ef07af21b122c1804245b0c7784d2ba6a287c17f9f5bf53528ae68296beeedb"><div class="ttname"><a href="structcutlass_1_1MatrixLayout.html#a97ef07af21b122c1804245b0c7784d2ba6a287c17f9f5bf53528ae68296beeedb">cutlass::MatrixLayout::kRowMajor</a></div><div class="ttdef"><b>Definition:</b> matrix_traits.h:159</div></div>
|
|
<div class="ttc" id="tile__allocation_8h_html"><div class="ttname"><a href="tile__allocation_8h.html">tile_allocation.h</a></div><div class="ttdoc">Defines a fragment based on a Shape<> template. </div></div>
|
|
<div class="ttc" id="structcutlass_1_1KernelLaunchConfiguration_html"><div class="ttname"><a href="structcutlass_1_1KernelLaunchConfiguration.html">cutlass::KernelLaunchConfiguration</a></div><div class="ttdoc">Structure containing the basic launch configuration of a CUDA kernel. </div><div class="ttdef"><b>Definition:</b> kernel_launch.h:38</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTraits_html_ae1cf7988c9cff79a2c3252aaf91fc165"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTraits.html#ae1cf7988c9cff79a2c3252aaf91fc165">cutlass::gemm::GemmTraits::ClearAccumulators</a></div><div class="ttdeci">ClearAccumulators_ ClearAccumulators</div><div class="ttdoc">Clear the accumulators. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:401</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1SharedLoadStream_html"><div class="ttname"><a href="structcutlass_1_1gemm_1_1SharedLoadStream.html">cutlass::gemm::SharedLoadStream</a></div><div class="ttdef"><b>Definition:</b> gemm_shared_stream.h:45</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA_3_01MatrixLayout_1_1kRowMajor_00_01GemmConfig___01_4_html_a8160a260acce2362e90d43bce733c69d"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA_3_01MatrixLayout_1_1kRowMajor_00_01GemmConfig___01_4.html#a8160a260acce2362e90d43bce733c69d">cutlass::gemm::GemmTileTraitsHelperA< MatrixLayout::kRowMajor, GemmConfig_ >::GlobalTileTraits</a></div><div class="ttdeci">GemmGlobalTileTraits< GemmOperand::kA, MatrixLayout::kRowMajor, Scalar const, Shape< 1, GemmConfig_::OutputTile::kW, GemmConfig_::OutputTile::kD >, Shape< 1, GemmConfig_::kThreads/GemmConfig_::OutputTile::kD, GemmConfig_::OutputTile::kD >, GemmConfig_::kScalarsPerLdgA > GlobalTileTraits</div><div class="ttdoc">The traits class to build the iterator to load data from global memory for A^T. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:143</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GlobalLoadStreamPair_1_1Params_html"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GlobalLoadStreamPair_1_1Params.html">cutlass::gemm::GlobalLoadStreamPair::Params</a></div><div class="ttdoc">Parameters object. </div><div class="ttdef"><b>Definition:</b> gemm_stream_pair.h:62</div></div>
|
|
<div class="ttc" id="reshape__tile_8h_html"><div class="ttname"><a href="reshape__tile_8h.html">reshape_tile.h</a></div><div class="ttdoc">Defines a type for restructuring a tile. </div></div>
|
|
<div class="ttc" id="gemm__operand_8h_html"><div class="ttname"><a href="gemm__operand_8h.html">gemm_operand.h</a></div><div class="ttdoc">Defines constant expressions for mapping GEMM problem size and strides onto pitch-linear memory...</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTraits_1_1Params_html_af2233a6ebf39788e27f051f8c614ab90"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTraits_1_1Params.html#af2233a6ebf39788e27f051f8c614ab90">cutlass::gemm::GemmTraits::Params::problem_size</a></div><div class="ttdeci">GemmCoord problem_size</div><div class="ttdoc">GEMM problem size. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:419</div></div>
|
|
<div class="ttc" id="gemm__desc_8h_html"><div class="ttname"><a href="gemm__desc_8h.html">gemm_desc.h</a></div><div class="ttdoc">Implements a software-pipelined efficient GEMM. </div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTraits_1_1Params_html_a95314e9a9279c4870f37f68a2357e064"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTraits_1_1Params.html#a95314e9a9279c4870f37f68a2357e064">cutlass::gemm::GemmTraits::Params::initialize</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE int initialize(Index m, Index n, Index k, typename Epilogue::Scalar alpha, ScalarA const *d_a, Index lda, long long int batch_stride_A, ScalarB const *d_b, Index ldb, long long int batch_stride_B, typename Epilogue::Scalar beta, ScalarC const *d_c, Index ldc, long long int batch_stride_C, ScalarD *d_d, Index ldd, long long int batch_stride_D, Index batch_count)</div><div class="ttdoc">Helper to construct a batched GEMM params. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:501</div></div>
|
|
<div class="ttc" id="clear__accumulators_8h_html"><div class="ttname"><a href="clear__accumulators_8h.html">clear_accumulators.h</a></div><div class="ttdoc">Defines abstractions for efficiently clearing accumulator tiles. </div></div>
|
|
<div class="ttc" id="classcutlass_1_1TensorRef_html"><div class="ttname"><a href="classcutlass_1_1TensorRef.html">cutlass::TensorRef</a></div><div class="ttdef"><b>Definition:</b> tensor_ref.h:131</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTraits_html_a7864969e774c0f7155951e1ab599ed17"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTraits.html#a7864969e774c0f7155951e1ab599ed17">cutlass::gemm::GemmTraits::SharedStream</a></div><div class="ttdeci">SharedStreamPair< SharedLoadStreamA, SharedLoadStreamB > SharedStream</div><div class="ttdoc">Assemble the shared load streams for A/B. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:413</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTraits_html_ac3c840a3d90c0da43301761af83c2c9f"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTraits.html#ac3c840a3d90c0da43301761af83c2c9f">cutlass::gemm::GemmTraits::shared_store_fence</a></div><div class="ttdeci">static CUTLASS_DEVICE void shared_store_fence(bool in_loop)</div><div class="ttdoc">The memory fence for shared stores. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:567</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA_3_01MatrixLayout_1_1kRowMajor_00_01GemmConfig___01_4_html_ac618881d66790e4c280dc5692e5ddf95"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA_3_01MatrixLayout_1_1kRowMajor_00_01GemmConfig___01_4.html#ac618881d66790e4c280dc5692e5ddf95">cutlass::gemm::GemmTileTraitsHelperA< MatrixLayout::kRowMajor, GemmConfig_ >::Scalar</a></div><div class="ttdeci">GemmConfig_::ScalarA Scalar</div><div class="ttdoc">The input scalar. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:125</div></div>
|
|
<div class="ttc" id="structcutlass_1_1ZipTileAllocation_html"><div class="ttname"><a href="structcutlass_1_1ZipTileAllocation.html">cutlass::ZipTileAllocation</a></div><div class="ttdoc">Manages a pair of tile allocations as if they are one allocation. </div><div class="ttdef"><b>Definition:</b> tile_allocation.h:100</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA_html"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA.html">cutlass::gemm::GemmTileTraitsHelperA</a></div><div class="ttdef"><b>Definition:</b> gemm_traits.h:52</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTraits_1_1Params_html_a40023f0ffdd8bee4ccbcaac28222e983"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTraits_1_1Params.html#a40023f0ffdd8bee4ccbcaac28222e983">cutlass::gemm::GemmTraits::Params::initialize</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE int initialize(GemmDesc_ const &desc)</div><div class="ttdoc">Initialize the parameters. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:432</div></div>
|
|
<div class="ttc" id="structcutlass_1_1GemmOperand_html_ab209ea3de198efabe8e8707dfe8e0a0caad0876342d150cef7da6ae149d5e99f9"><div class="ttname"><a href="structcutlass_1_1GemmOperand.html#ab209ea3de198efabe8e8707dfe8e0a0caad0876342d150cef7da6ae149d5e99f9">cutlass::GemmOperand::kB</a></div><div class="ttdef"><b>Definition:</b> matrix_traits.h:357</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1IdentityBlockSwizzle_html"><div class="ttname"><a href="structcutlass_1_1gemm_1_1IdentityBlockSwizzle.html">cutlass::gemm::IdentityBlockSwizzle</a></div><div class="ttdef"><b>Definition:</b> threadblock_swizzle.h:65</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA_3_01MatrixLayout_1_1kColumnMajor_00_01GemmConfig___01_4_html_aaa198fed841af6bf26bf2e9544d0a877"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA_3_01MatrixLayout_1_1kColumnMajor_00_01GemmConfig___01_4.html#aaa198fed841af6bf26bf2e9544d0a877">cutlass::gemm::GemmTileTraitsHelperA< MatrixLayout::kColumnMajor, GemmConfig_ >::SharedStoreTileTraits</a></div><div class="ttdeci">GemmSharedStoreTileAbTraits< MultiplyAddScalar, Shape< GemmConfig_::kStages, GemmConfig_::OutputTile::kD/GemmConfig_::InstructionShape::kD, GemmConfig_::OutputTile::kW *GemmConfig_::InstructionShape::kD >, typename GlobalTileTraits::Threads, GemmConfig_::kScalarsPerStsA > SharedStoreTileTraits</div><div class="ttdoc">The traits class to build the iterator to store data to shared memory for A^N. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:94</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB_3_01MatrixLayout_1_1kRowMajor_00_01GemmConfig___01_4_html_aad14588b1515e37ede24915f589d32ab"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB_3_01MatrixLayout_1_1kRowMajor_00_01GemmConfig___01_4.html#aad14588b1515e37ede24915f589d32ab">cutlass::gemm::GemmTileTraitsHelperB< MatrixLayout::kRowMajor, GemmConfig_ >::MultiplyAddScalar</a></div><div class="ttdeci">GemmConfig_::MultiplyAdd::ScalarB MultiplyAddScalar</div><div class="ttdoc">The scalar stored in shared memory. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:274</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB_3_01MatrixLayout_1_1kColumnMajor_00_01GemmConfig___01_4_html_a42dd312d4cf5bb53b472389897f9deeb"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB_3_01MatrixLayout_1_1kColumnMajor_00_01GemmConfig___01_4.html#a42dd312d4cf5bb53b472389897f9deeb">cutlass::gemm::GemmTileTraitsHelperB< MatrixLayout::kColumnMajor, GemmConfig_ >::MultiplyAddScalar</a></div><div class="ttdeci">GemmConfig_::MultiplyAdd::ScalarB MultiplyAddScalar</div><div class="ttdoc">The scalar stored in shared memory. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:203</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTraits_html_aa0e8fd28f5247764dfb7843f7670c698"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTraits.html#aa0e8fd28f5247764dfb7843f7670c698">cutlass::gemm::GemmTraits::ScalarB</a></div><div class="ttdeci">GlobalLoadStreamB_::Scalar ScalarB</div><div class="ttdoc">The scalar for B. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:381</div></div>
|
|
<div class="ttc" id="cutlass_8h_html_a28c2443a142676d3d71effdae1a986b1"><div class="ttname"><a href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a></div><div class="ttdeci">#define CUTLASS_HOST_DEVICE</div><div class="ttdef"><b>Definition:</b> cutlass.h:46</div></div>
|
|
<div class="ttc" id="gemm__config_8h_html"><div class="ttname"><a href="gemm__config_8h.html">gemm_config.h</a></div><div class="ttdoc">Defines properties of GEMM computation that impose some constraints on caller. </div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTraits_html"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTraits.html">cutlass::gemm::GemmTraits</a></div><div class="ttdef"><b>Definition:</b> gemm_traits.h:349</div></div>
|
|
<div class="ttc" id="structcutlass_1_1Shape_html"><div class="ttname"><a href="structcutlass_1_1Shape.html">cutlass::Shape</a></div><div class="ttdoc">A Shape implementing Layout Concept describing the dimensions of a cube. </div><div class="ttdef"><b>Definition:</b> shape.h:64</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTraits_html_a28c32832f0353f00e93e867373cf6cae"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTraits.html#a28c32832f0353f00e93e867373cf6cae">cutlass::gemm::GemmTraits::KernelClass</a></div><div class="ttdeci">cutlass::gemm::Gemm< This_ > KernelClass</div><div class="ttdoc">The struct that consumes this Traits. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:362</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTraits_1_1Params_html_a50e9cc382a32abd5beab299a79b30b27"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTraits_1_1Params.html#a50e9cc382a32abd5beab299a79b30b27">cutlass::gemm::GemmTraits::Params::shared_stream</a></div><div class="ttdeci">SharedStream::Params shared_stream</div><div class="ttdoc">Parameters object for the shared load stream. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:425</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmGlobalTileTraits_html_aae7128f5522383c857d2639031b64c30"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmGlobalTileTraits.html#aae7128f5522383c857d2639031b64c30">cutlass::gemm::GemmGlobalTileTraits::Threads</a></div><div class="ttdeci">ReshapeThreads< VectorizedTile, Threads_ >::Threads Threads</div><div class="ttdoc">The threads shape. </div><div class="ttdef"><b>Definition:</b> gemm_global_tile.h:88</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTraits_html_a50672b5fa67d858aeff8f254cf28e941"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTraits.html#a50672b5fa67d858aeff8f254cf28e941">cutlass::gemm::GemmTraits::BlockSwizzle</a></div><div class="ttdeci">BlockSwizzle_ BlockSwizzle</div><div class="ttdoc">The block swizzle to reorganize the grid. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:397</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper_html_a365aed4c0e2ad1bffea517ee36998557"><div class="ttname"><a href="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper.html#a365aed4c0e2ad1bffea517ee36998557">cutlass::gemm::SimplifiedGemmTraitsHelper::SharedLoadIteratorA</a></div><div class="ttdeci">TileLoadIterator< typename GemmTileTraitsHelperA_::SharedLoadTileTraits, typename GemmTileTraitsHelperA_::Scalar, IteratorAdvance::kH, MemorySpace::kShared > SharedLoadIteratorA</div><div class="ttdoc">The iterator to load A from shared memory. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:617</div></div>
|
|
<div class="ttc" id="structcutlass_1_1MatrixLayout_html_a97ef07af21b122c1804245b0c7784d2bac15988acba79c11072d38b295f163a2b"><div class="ttname"><a href="structcutlass_1_1MatrixLayout.html#a97ef07af21b122c1804245b0c7784d2bac15988acba79c11072d38b295f163a2b">cutlass::MatrixLayout::kColumnMajor</a></div><div class="ttdef"><b>Definition:</b> matrix_traits.h:159</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper_html_a4de905aadc734df69fd0db83f01be56e"><div class="ttname"><a href="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper.html#a4de905aadc734df69fd0db83f01be56e">cutlass::gemm::SimplifiedGemmTraitsHelper::SharedLoadIteratorB</a></div><div class="ttdeci">TileLoadIterator< typename GemmTileTraitsHelperB_::SharedLoadTileTraits, typename GemmTileTraitsHelperB_::Scalar, IteratorAdvance::kH, MemorySpace::kShared > SharedLoadIteratorB</div><div class="ttdoc">The iterator to load B from shared memory. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:625</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTraits_html_abfecd4a57dfbf82e8fa74a50e01fc4ee"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTraits.html#abfecd4a57dfbf82e8fa74a50e01fc4ee">cutlass::gemm::GemmTraits::ThreadblockTileStorage</a></div><div class="ttdeci">GlobalLoadStream::ThreadblockTileStorage ThreadblockTileStorage</div><div class="ttdoc">Memory needed to store the threadblock-scoped GEMM tile. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:410</div></div>
|
|
<div class="ttc" id="structcutlass_1_1KernelLaunchConfiguration_html_a09535026bf08f94c6940c358d95d1edd"><div class="ttname"><a href="structcutlass_1_1KernelLaunchConfiguration.html#a09535026bf08f94c6940c358d95d1edd">cutlass::KernelLaunchConfiguration::block</a></div><div class="ttdeci">dim3 block</div><div class="ttdoc">CUDA threablock dimensions. </div><div class="ttdef"><b>Definition:</b> kernel_launch.h:44</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmEpilogue_html_abb0741601652df8fdf927d49c2c0e4d0"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmEpilogue.html#abb0741601652df8fdf927d49c2c0e4d0">cutlass::gemm::GemmEpilogue::ScalarC</a></div><div class="ttdeci">GlobalLoadIteratorC::Scalar ScalarC</div><div class="ttdoc">The scalar for C. </div><div class="ttdef"><b>Definition:</b> gemm_epilogue.h:83</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTraits_html_ae67227cecbe84f5c8497d9a7ff82b367"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTraits.html#ae67227cecbe84f5c8497d9a7ff82b367">cutlass::gemm::GemmTraits::Index</a></div><div class="ttdeci">Index_ Index</div><div class="ttdoc">The index. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:399</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA_3_01MatrixLayout_1_1kColumnMajor_00_01GemmConfig___01_4_html_a19fb8c9b9a77aebec507635de7da6f21"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA_3_01MatrixLayout_1_1kColumnMajor_00_01GemmConfig___01_4.html#a19fb8c9b9a77aebec507635de7da6f21">cutlass::gemm::GemmTileTraitsHelperA< MatrixLayout::kColumnMajor, GemmConfig_ >::MultiplyAddScalar</a></div><div class="ttdeci">GemmConfig_::MultiplyAdd::ScalarA MultiplyAddScalar</div><div class="ttdoc">The scalar stored in shared memory. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:64</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper_html_a43713f534798b1e27c4ba38b72e63c08"><div class="ttname"><a href="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper.html#a43713f534798b1e27c4ba38b72e63c08">cutlass::gemm::SimplifiedGemmTraitsHelper::SharedStoreIteratorB</a></div><div class="ttdeci">TileStoreIterator< typename GemmTileTraitsHelperB_::SharedStoreTileTraits, typename GemmTileTraitsHelperB_::SharedStoreTileTraits::Scalar, IteratorAdvance::kH, MemorySpace::kShared > SharedStoreIteratorB</div><div class="ttdoc">The iterator to store B to shared memory. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:604</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTraits_1_1Params_html_a073430a1e8b124aec8a1f1e00f262bc8"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTraits_1_1Params.html#a073430a1e8b124aec8a1f1e00f262bc8">cutlass::gemm::GemmTraits::Params::epilogue</a></div><div class="ttdeci">Epilogue::Params epilogue</div><div class="ttdoc">The params for the epilogue. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:428</div></div>
|
|
<div class="ttc" id="structcutlass_1_1MatrixLayout_html_a97ef07af21b122c1804245b0c7784d2b"><div class="ttname"><a href="structcutlass_1_1MatrixLayout.html#a97ef07af21b122c1804245b0c7784d2b">cutlass::MatrixLayout::Kind</a></div><div class="ttdeci">Kind</div><div class="ttdoc">Enumeration defining fundamental contiguous layouts. </div><div class="ttdef"><b>Definition:</b> matrix_traits.h:159</div></div>
|
|
<div class="ttc" id="gemm__stream__pair_8h_html"><div class="ttname"><a href="gemm__stream__pair_8h.html">gemm_stream_pair.h</a></div><div class="ttdoc">Defines a pair of GEMM tile streams. </div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1ClearAccumulators_1_1SharedStorage_html"><div class="ttname"><a href="structcutlass_1_1gemm_1_1ClearAccumulators_1_1SharedStorage.html">cutlass::gemm::ClearAccumulators::SharedStorage</a></div><div class="ttdoc">The shared storage. </div><div class="ttdef"><b>Definition:</b> clear_accumulators.h:40</div></div>
|
|
<div class="ttc" id="gemm__global__stream_8h_html"><div class="ttname"><a href="gemm__global__stream_8h.html">gemm_global_stream.h</a></div><div class="ttdoc">Implements efficient loading of the thread block-level tile from global memory and storing to shared ...</div></div>
|
|
<div class="ttc" id="unioncutlass_1_1gemm_1_1GemmTraits_1_1SharedStorage_html_aa5dd7edc3cffa785eb1e5b62c18c74c4"><div class="ttname"><a href="unioncutlass_1_1gemm_1_1GemmTraits_1_1SharedStorage.html#aa5dd7edc3cffa785eb1e5b62c18c74c4">cutlass::gemm::GemmTraits::SharedStorage::main_loop</a></div><div class="ttdeci">MainLoopSharedStorage main_loop</div><div class="ttdef"><b>Definition:</b> gemm_traits.h:553</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTraits_html_ac5bb5931a707ed7672f69267753ba41b"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTraits.html#ac5bb5931a707ed7672f69267753ba41b">cutlass::gemm::GemmTraits::kLayoutA</a></div><div class="ttdeci">static MatrixLayout::Kind const kLayoutA</div><div class="ttdoc">The layout of A. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:372</div></div>
|
|
<div class="ttc" id="structcutlass_1_1KernelLaunchConfiguration_html_ab86ba1464dd9c6cd15ae0de4a552201b"><div class="ttname"><a href="structcutlass_1_1KernelLaunchConfiguration.html#ab86ba1464dd9c6cd15ae0de4a552201b">cutlass::KernelLaunchConfiguration::grid</a></div><div class="ttdeci">dim3 grid</div><div class="ttdoc">CUDA grid dimensions. </div><div class="ttdef"><b>Definition:</b> kernel_launch.h:41</div></div>
|
|
<div class="ttc" id="structcutlass_1_1GemmOperand_html_ab209ea3de198efabe8e8707dfe8e0a0cac2b9fe9e3679a059d1a6c946b2a2c31a"><div class="ttname"><a href="structcutlass_1_1GemmOperand.html#ab209ea3de198efabe8e8707dfe8e0a0cac2b9fe9e3679a059d1a6c946b2a2c31a">cutlass::GemmOperand::kA</a></div><div class="ttdef"><b>Definition:</b> matrix_traits.h:357</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTraits_1_1MainLoopSharedStorage_html_a61fcc63cb0df6754eef16f5cf138f3a2"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTraits_1_1MainLoopSharedStorage.html#a61fcc63cb0df6754eef16f5cf138f3a2">cutlass::gemm::GemmTraits::MainLoopSharedStorage::global_to_shared_stream</a></div><div class="ttdeci">GlobalLoadStream::SharedStorage global_to_shared_stream</div><div class="ttdoc">Storage for GEMM global stream. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:544</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1SharedStreamPair_1_1Params_html"><div class="ttname"><a href="structcutlass_1_1gemm_1_1SharedStreamPair_1_1Params.html">cutlass::gemm::SharedStreamPair::Params</a></div><div class="ttdoc">Parameters object passed to load iterators. </div><div class="ttdef"><b>Definition:</b> gemm_stream_pair.h:185</div></div>
|
|
<div class="ttc" id="threadblock__swizzle_8h_html"><div class="ttname"><a href="threadblock__swizzle_8h.html">threadblock_swizzle.h</a></div><div class="ttdoc">Defies functors for mapping blockIdx to partitions of the GEMM computation. </div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper_html"><div class="ttname"><a href="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper.html">cutlass::gemm::SimplifiedGemmTraitsHelper</a></div><div class="ttdef"><b>Definition:</b> gemm_traits.h:575</div></div>
|
|
<div class="ttc" id="gemm_8h_html"><div class="ttname"><a href="gemm_8h.html">gemm.h</a></div><div class="ttdoc">Implements a software-pipelined efficient GEMM. </div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper_html_a5687850f235d644a4820851880740d27"><div class="ttname"><a href="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper.html#a5687850f235d644a4820851880740d27">cutlass::gemm::SimplifiedGemmTraitsHelper::GlobalLoadIteratorA</a></div><div class="ttdeci">GemmGlobalIteratorAb< typename GemmTileTraitsHelperA_::GlobalTileTraits, Index_ > GlobalLoadIteratorA</div><div class="ttdoc">The global iterator to load A from global memory. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:578</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTraits_html_a97d7ee63e5d180410b370f095648f367"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTraits.html#a97d7ee63e5d180410b370f095648f367">cutlass::gemm::GemmTraits::OutputTile</a></div><div class="ttdeci">GemmConfig::OutputTile OutputTile</div><div class="ttdoc">The output tile. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:367</div></div>
|
|
<div class="ttc" id="matrix__traits_8h_html"><div class="ttname"><a href="matrix__traits_8h.html">matrix_traits.h</a></div><div class="ttdoc">Defines properties of matrices used to denote layout and operands to GEMM kernels. </div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper_html_af9a98d39d6959a9641f7c3c90df2f98e"><div class="ttname"><a href="structcutlass_1_1gemm_1_1SimplifiedGemmTraitsHelper.html#af9a98d39d6959a9641f7c3c90df2f98e">cutlass::gemm::SimplifiedGemmTraitsHelper::GlobalTransformerA</a></div><div class="ttdeci">Copy< typename GlobalLoadIteratorA::Fragment > GlobalTransformerA</div><div class="ttdoc">The data converter for A before storing to shared memory. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:580</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB_3_01MatrixLayout_1_1kRowMajor_00_01GemmConfig___01_4_html_a9335aca8b152ff1167763de8ff8fb882"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB_3_01MatrixLayout_1_1kRowMajor_00_01GemmConfig___01_4.html#a9335aca8b152ff1167763de8ff8fb882">cutlass::gemm::GemmTileTraitsHelperB< MatrixLayout::kRowMajor, GemmConfig_ >::SharedLoadTileTraits</a></div><div class="ttdeci">GemmSharedLoadTileBTraits< MultiplyAddScalar const, typename GemmConfig_::OutputTile, typename GemmConfig_::Warps, typename GemmConfig_::MultiplyAdd::ThreadsPerWarp, typename GemmConfig_::InstructionShape, GemmConfig_::kStages, GemmConfig_::kScalarsPerLdsB, 0 > SharedLoadTileTraits</div><div class="ttdoc">The traits class to build the iterator to load from shared memory for B^T. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:324</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTraits_1_1MainLoopSharedStorage_html_a5513254af1f9979b6d0b9f236c3e7325"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTraits_1_1MainLoopSharedStorage.html#a5513254af1f9979b6d0b9f236c3e7325">cutlass::gemm::GemmTraits::MainLoopSharedStorage::clear</a></div><div class="ttdeci">ClearAccumulators::SharedStorage clear</div><div class="ttdoc">Storage for clearing accumulators. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:547</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GlobalLoadStreamPair_1_1Params_html_a235c77b257b93dace812d2f7b9340705"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GlobalLoadStreamPair_1_1Params.html#a235c77b257b93dace812d2f7b9340705">cutlass::gemm::GlobalLoadStreamPair::Params::stream_a</a></div><div class="ttdeci">StreamA::Params stream_a</div><div class="ttdoc">Parameters object for StreamA. </div><div class="ttdef"><b>Definition:</b> gemm_stream_pair.h:64</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB_3_01MatrixLayout_1_1kRowMajor_00_01GemmConfig___01_4_html_afbc41e7b98097b153fd27a48f073a877"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperB_3_01MatrixLayout_1_1kRowMajor_00_01GemmConfig___01_4.html#afbc41e7b98097b153fd27a48f073a877">cutlass::gemm::GemmTileTraitsHelperB< MatrixLayout::kRowMajor, GemmConfig_ >::GlobalTileTraits</a></div><div class="ttdeci">GemmGlobalTileTraits< GemmOperand::kB, MatrixLayout::kRowMajor, Scalar const, Shape< 1, GemmConfig_::OutputTile::kD, GemmConfig_::OutputTile::kH >, Shape< 1, ShapeCount< typename GemmConfig_::Warps >::kCount, GemmConfig_::kWarpSize >, GemmConfig_::kScalarsPerLdgB > GlobalTileTraits</div><div class="ttdoc">The traits class to build the iterator to load data from global memory for B^T. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:290</div></div>
|
|
<div class="ttc" id="gemm__shared__stream_8h_html"><div class="ttname"><a href="gemm__shared__stream_8h.html">gemm_shared_stream.h</a></div><div class="ttdoc">Defines abstractions for managing loading and storing fragments to shared memory in the efficient GEM...</div></div>
|
|
<div class="ttc" id="convert_8h_html"><div class="ttname"><a href="convert_8h.html">convert.h</a></div><div class="ttdoc">Defines conversion operations among Fragments of different base type. </div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1SimplifiedGemmTraits_html"><div class="ttname"><a href="structcutlass_1_1gemm_1_1SimplifiedGemmTraits.html">cutlass::gemm::SimplifiedGemmTraits</a></div><div class="ttdef"><b>Definition:</b> gemm_traits.h:650</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmConfig_html_a9dd9c3efc3dfd9b5c6acd12236697399"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmConfig.html#a9dd9c3efc3dfd9b5c6acd12236697399">cutlass::gemm::GemmConfig::OutputTile</a></div><div class="ttdeci">OutputTile_ OutputTile</div><div class="ttdoc">The tile. </div><div class="ttdef"><b>Definition:</b> gemm_config.h:88</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTraits_html_a078e8d9cfa1b182e1b96a2cc8c54b684"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTraits.html#a078e8d9cfa1b182e1b96a2cc8c54b684">cutlass::gemm::GemmTraits::kLayoutB</a></div><div class="ttdeci">static MatrixLayout::Kind const kLayoutB</div><div class="ttdoc">The layout of B. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:379</div></div>
|
|
<div class="ttc" id="structcutlass_1_1TileStoreIterator_html"><div class="ttname"><a href="structcutlass_1_1TileStoreIterator.html">cutlass::TileStoreIterator</a></div><div class="ttdoc">An iterator implementing Tile Store Iterator Concept for storing a tile to memory. </div><div class="ttdef"><b>Definition:</b> tile_iterator.h:836</div></div>
|
|
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA_3_01MatrixLayout_1_1kRowMajor_00_01GemmConfig___01_4_html_afac6f7a62b24396ea6861e6fd10779cc"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmTileTraitsHelperA_3_01MatrixLayout_1_1kRowMajor_00_01GemmConfig___01_4.html#afac6f7a62b24396ea6861e6fd10779cc">cutlass::gemm::GemmTileTraitsHelperA< MatrixLayout::kRowMajor, GemmConfig_ >::MultiplyAddScalar</a></div><div class="ttdeci">GemmConfig_::MultiplyAdd::ScalarA MultiplyAddScalar</div><div class="ttdoc">The scalar stored in shared memory. </div><div class="ttdef"><b>Definition:</b> gemm_traits.h:127</div></div>
|
|
</div><!-- fragment --></div><!-- contents -->
|
|
<!-- start footer part -->
|
|
<hr class="footer"/><address class="footer"><small>
|
|
Generated on Wed Sep 19 2018 13:58:50 for Cutlass by  <a href="http://www.doxygen.org/index.html">
|
|
<img class="footer" src="doxygen.png" alt="doxygen"/>
|
|
</a> 1.8.14
|
|
</small></address>
|
|
</body>
|
|
</html>
|