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<a href="gemm__operand_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>&#160;<span class="comment">/***************************************************************************************************</span></div><div class="line"><a name="l00002"></a><span class="lineno"> 2</span>&#160;<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>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00004"></a><span class="lineno"> 4</span>&#160;<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>&#160;<span class="comment"> * provided that the following conditions are met:</span></div><div class="line"><a name="l00006"></a><span class="lineno"> 6</span>&#160;<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>&#160;<span class="comment"> * conditions and the following disclaimer.</span></div><div class="line"><a name="l00008"></a><span class="lineno"> 8</span>&#160;<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>&#160;<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>&#160;<span class="comment"> * provided with the distribution.</span></div><div class="line"><a name="l00011"></a><span class="lineno"> 11</span>&#160;<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>&#160;<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>&#160;<span class="comment"> * permission.</span></div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span>&#160;<span class="comment"> * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS &quot;AS IS&quot; AND ANY EXPRESS OR</span></div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span>&#160;<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>&#160;<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>&#160;<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>&#160;<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>&#160;<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>&#160;<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>&#160;<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>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00024"></a><span class="lineno"> 24</span>&#160;<span class="comment"> **************************************************************************************************/</span></div><div class="line"><a name="l00029"></a><span class="lineno"> 29</span>&#160;<span class="preprocessor">#pragma once</span></div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span>&#160;</div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="matrix__traits_8h.html">cutlass/matrix_traits.h</a>&quot;</span></div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="reshape__tile_8h.html">cutlass/reshape_tile.h</a>&quot;</span></div><div class="line"><a name="l00033"></a><span class="lineno"> 33</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="platform_8h.html">cutlass/util/platform.h</a>&quot;</span></div><div class="line"><a name="l00034"></a><span class="lineno"> 34</span>&#160;</div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span>&#160;<span class="keyword">namespace </span><a class="code" href="namespacecutlass.html">cutlass</a> {</div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span>&#160;<span class="keyword">namespace </span>gemm {</div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span>&#160;</div><div class="line"><a name="l00039"></a><span class="lineno"> 39</span>&#160;</div><div class="line"><a name="l00041"></a><span class="lineno"> 41</span>&#160;<span class="keyword">template</span> &lt;GemmOperand::Kind kOperand_, MatrixLayout::Kind kLayout_&gt;</div><div class="line"><a name="l00042"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmOperandTraitsAb.html"> 42</a></span>&#160;<span class="keyword">struct </span><a class="code" href="structcutlass_1_1gemm_1_1GemmOperandTraitsAb.html">GemmOperandTraitsAb</a> {</div><div class="line"><a name="l00043"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmOperandTraitsAb.html#abe4eb7f9a0ed7d48a81029e88849dcf2"> 43</a></span>&#160; <span class="keyword">static</span> <span class="keyword">const</span> <span class="keywordtype">bool</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmOperandTraitsAb.html#abe4eb7f9a0ed7d48a81029e88849dcf2">Congruous</a> =</div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span>&#160; (kOperand_ == <a class="code" href="structcutlass_1_1GemmOperand.html#ab209ea3de198efabe8e8707dfe8e0a0cac2b9fe9e3679a059d1a6c946b2a2c31a">GemmOperand::kA</a> ^ kLayout_ == <a class="code" href="namespacecutlass_1_1MatrixLayout.html#a97ef07af21b122c1804245b0c7784d2ba6a287c17f9f5bf53528ae68296beeedb">MatrixLayout::kRowMajor</a>);</div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span>&#160;};</div><div class="line"><a name="l00046"></a><span class="lineno"> 46</span>&#160;</div><div class="line"><a name="l00048"></a><span class="lineno"> 48</span>&#160;</div><div class="line"><a name="l00049"></a><span class="lineno"> 49</span>&#160;<span class="keyword">template</span> &lt;<span class="keyword">typename</span> GemmOperand::Kind kOperand_, <span class="keyword">typename</span> Tile_&gt;</div><div class="line"><a name="l00050"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GetExtent.html"> 50</a></span>&#160;<span class="keyword">struct </span><a class="code" href="structcutlass_1_1gemm_1_1GetExtent.html">GetExtent</a>;</div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span>&#160;</div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span>&#160;<span class="keyword">template</span> &lt;<span class="keyword">typename</span> Tile_&gt;</div><div class="line"><a name="l00053"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GetExtent_3_01GemmOperand_1_1kA_00_01Tile___01_4.html"> 53</a></span>&#160;<span class="keyword">struct </span><a class="code" href="structcutlass_1_1gemm_1_1GetExtent.html">GetExtent</a>&lt;<a class="code" href="structcutlass_1_1GemmOperand.html">GemmOperand</a>::kA, Tile_&gt; {</div><div class="line"><a name="l00054"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GetExtent_3_01GemmOperand_1_1kA_00_01Tile___01_4.html#a881f84951bc9e47ab2be9ef3f2c1e423"> 54</a></span>&#160; <span class="keyword">static</span> <span class="keyword">const</span> <span class="keywordtype">int</span> kExtent = Tile_::kW;</div><div class="line"><a name="l00055"></a><span class="lineno"> 55</span>&#160;};</div><div class="line"><a name="l00056"></a><span class="lineno"> 56</span>&#160;</div><div class="line"><a name="l00057"></a><span class="lineno"> 57</span>&#160;<span class="keyword">template</span> &lt;<span class="keyword">typename</span> Tile_&gt;</div><div class="line"><a name="l00058"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GetExtent_3_01GemmOperand_1_1kB_00_01Tile___01_4.html"> 58</a></span>&#160;<span class="keyword">struct </span><a class="code" href="structcutlass_1_1gemm_1_1GetExtent.html">GetExtent</a>&lt;<a class="code" href="structcutlass_1_1GemmOperand.html">GemmOperand</a>::kB, Tile_&gt; {</div><div class="line"><a name="l00059"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GetExtent_3_01GemmOperand_1_1kB_00_01Tile___01_4.html#a82ff9b447e4a58164b5f7d53d2602930"> 59</a></span>&#160; <span class="keyword">static</span> <span class="keyword">const</span> <span class="keywordtype">int</span> kExtent = Tile_::kH;</div><div class="line"><a name="l00060"></a><span class="lineno"> 60</span>&#160;};</div><div class="line"><a name="l00061"></a><span class="lineno"> 61</span>&#160;</div><div class="line"><a name="l00063"></a><span class="lineno"> 63</span>&#160;</div><div class="line"><a name="l00066"></a><span class="lineno"> 66</span>&#160;<span class="keyword">template</span> &lt;<span class="keyword">typename</span> ThreadBlockTile_, GemmOperand::Kind Usage, MatrixLayout::Kind Layout&gt;</div><div class="line"><a name="l00067"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmMultiplicandTraits.html"> 67</a></span>&#160;<span class="keyword">struct </span><a class="code" href="structcutlass_1_1gemm_1_1GemmMultiplicandTraits.html">GemmMultiplicandTraits</a> {</div><div class="line"><a name="l00068"></a><span class="lineno"> 68</span>&#160; <span class="comment">// Only defined for A or B</span></div><div class="line"><a name="l00069"></a><span class="lineno"> 69</span>&#160; <a class="code" href="platform_8h.html#adde4c9ea91b753491851361a4198c009">static_assert</a>(Usage == <a class="code" href="structcutlass_1_1GemmOperand.html#ab209ea3de198efabe8e8707dfe8e0a0cac2b9fe9e3679a059d1a6c946b2a2c31a">GemmOperand::kA</a> || Usage == <a class="code" href="structcutlass_1_1GemmOperand.html#ab209ea3de198efabe8e8707dfe8e0a0caad0876342d150cef7da6ae149d5e99f9">GemmOperand::kB</a>,</div><div class="line"><a name="l00070"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmMultiplicandTraits.html#a5e43f3c9aa8d7dc5f01dfc63b1ea97dc"> 70</a></span>&#160; <span class="stringliteral">&quot;MultiplicandTileShape defined only for A or B operands.&quot;</span>);</div><div class="line"><a name="l00071"></a><span class="lineno"> 71</span>&#160;</div><div class="line"><a name="l00073"></a><span class="lineno"> 73</span>&#160; <span class="keyword">typedef</span> ThreadBlockTile_ <a class="code" href="structcutlass_1_1gemm_1_1GemmMultiplicandTraits.html#a5e43f3c9aa8d7dc5f01dfc63b1ea97dc">ThreadBlockTile</a>;</div><div class="line"><a name="l00074"></a><span class="lineno"> 74</span>&#160;</div><div class="line"><a name="l00076"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmMultiplicandTraits.html#a962ffde3b3db78792b67dd1f57ab0a05"> 76</a></span>&#160; <span class="keyword">static</span> <a class="code" href="structcutlass_1_1GemmOperand.html#ab209ea3de198efabe8e8707dfe8e0a0c">GemmOperand::Kind</a> <span class="keyword">const</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmMultiplicandTraits.html#a962ffde3b3db78792b67dd1f57ab0a05">kUsage</a> = Usage;</div><div class="line"><a name="l00077"></a><span class="lineno"> 77</span>&#160;</div><div class="line"><a name="l00079"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmMultiplicandTraits.html#a19076e58e60d296da74cf504e2a473fd"> 79</a></span>&#160; <span class="keyword">static</span> <a class="code" href="namespacecutlass_1_1MatrixLayout.html#a97ef07af21b122c1804245b0c7784d2b">MatrixLayout::Kind</a> <span class="keyword">const</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmMultiplicandTraits.html#a19076e58e60d296da74cf504e2a473fd">kLayout</a> = Layout;</div><div class="line"><a name="l00080"></a><span class="lineno"> 80</span>&#160;</div><div class="line"><a name="l00081"></a><span class="lineno"> 81</span>&#160; <span class="comment">// True if K is the strided dimension</span></div><div class="line"><a name="l00082"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmMultiplicandTraits.html#a1984c9ef6abfd029acbc3f702593ab85"> 82</a></span>&#160; <span class="keyword">static</span> <span class="keywordtype">bool</span> <span class="keyword">const</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmMultiplicandTraits.html#a1984c9ef6abfd029acbc3f702593ab85">kKstrided</a> = (<a class="code" href="structcutlass_1_1gemm_1_1GemmMultiplicandTraits.html#a962ffde3b3db78792b67dd1f57ab0a05">kUsage</a> == <a class="code" href="structcutlass_1_1GemmOperand.html#ab209ea3de198efabe8e8707dfe8e0a0cac2b9fe9e3679a059d1a6c946b2a2c31a">GemmOperand::kA</a> ^ <a class="code" href="structcutlass_1_1gemm_1_1GemmMultiplicandTraits.html#a19076e58e60d296da74cf504e2a473fd">kLayout</a> == <a class="code" href="namespacecutlass_1_1MatrixLayout.html#a97ef07af21b122c1804245b0c7784d2ba6a287c17f9f5bf53528ae68296beeedb">MatrixLayout::kRowMajor</a>);</div><div class="line"><a name="l00083"></a><span class="lineno"> 83</span>&#160;</div><div class="line"><a name="l00085"></a><span class="lineno"> 85</span>&#160; <span class="keyword">typedef</span> <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1platform_1_1conditional.html">platform::conditional</a>&lt;</div><div class="line"><a name="l00086"></a><span class="lineno"> 86</span>&#160; <a class="code" href="structcutlass_1_1gemm_1_1GemmMultiplicandTraits.html#a1984c9ef6abfd029acbc3f702593ab85">kKstrided</a>,</div><div class="line"><a name="l00087"></a><span class="lineno"> 87</span>&#160; <a class="code" href="structcutlass_1_1Shape.html">Shape&lt;1, ThreadBlockTile::kD, GetExtent&lt;Usage, ThreadBlockTile&gt;::kExtent</a>&gt;,</div><div class="line"><a name="l00088"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1GemmMultiplicandTraits.html#a89f1d9599b418c8bb81c104ca86cf00e"> 88</a></span>&#160; <a class="code" href="structcutlass_1_1Shape.html">Shape&lt;1, GetExtent&lt;Usage, ThreadBlockTile&gt;::kExtent</a>, ThreadBlockTile::kD&gt; &gt;::type <a class="code" href="structcutlass_1_1gemm_1_1GemmMultiplicandTraits.html#a89f1d9599b418c8bb81c104ca86cf00e">Shape</a>;</div><div class="line"><a name="l00089"></a><span class="lineno"> 89</span>&#160;};</div><div class="line"><a name="l00090"></a><span class="lineno"> 90</span>&#160;</div><div class="line"><a name="l00092"></a><span class="lineno"> 92</span>&#160;</div><div class="line"><a name="l00095"></a><span class="lineno"> 95</span>&#160;<span class="keyword">template</span> &lt;GemmOperand::Kind operand, <span class="keywordtype">bool</span> Kstr<span class="keywordtype">id</span>ed = true&gt;</div><div class="line"><a name="l00096"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1ProjectOperand.html"> 96</a></span>&#160;<span class="keyword">struct </span><a class="code" href="structcutlass_1_1gemm_1_1ProjectOperand.html">ProjectOperand</a>;</div><div class="line"><a name="l00097"></a><span class="lineno"> 97</span>&#160;</div><div class="line"><a name="l00099"></a><span class="lineno"> 99</span>&#160;<span class="keyword">template</span> &lt;<span class="keywordtype">bool</span> Kstr<span class="keywordtype">id</span>ed&gt;</div><div class="line"><a name="l00100"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1ProjectOperand_3_01GemmOperand_1_1kA_00_01Kstrided_01_4.html"> 100</a></span>&#160;<span class="keyword">struct </span><a class="code" href="structcutlass_1_1gemm_1_1ProjectOperand.html">ProjectOperand</a>&lt;<a class="code" href="structcutlass_1_1GemmOperand.html">GemmOperand</a>::kA, Kstrided&gt; {</div><div class="line"><a name="l00101"></a><span class="lineno"> 101</span>&#160; <a class="code" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a></div><div class="line"><a name="l00102"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1ProjectOperand_3_01GemmOperand_1_1kA_00_01Kstrided_01_4.html#ae91b2350374f1734a30cbed45e14b8e3"> 102</a></span>&#160; <span class="keyword">static</span> <a class="code" href="structcutlass_1_1Coord.html">Coord&lt;3&gt;</a> <a class="code" href="structcutlass_1_1gemm_1_1ProjectOperand_3_01GemmOperand_1_1kA_00_01Kstrided_01_4.html#ae91b2350374f1734a30cbed45e14b8e3">project</a>(<a class="code" href="structcutlass_1_1Coord.html">Coord&lt;3&gt;</a> <span class="keyword">const</span> &amp;coord) {</div><div class="line"><a name="l00103"></a><span class="lineno"> 103</span>&#160; <span class="keywordflow">if</span> (Kstrided) {</div><div class="line"><a name="l00104"></a><span class="lineno"> 104</span>&#160; <span class="keywordflow">return</span> <a class="code" href="namespacecutlass.html#a7419519fa453a121dfa5f26bf87318d9">make_Coord</a>(0, coord[0], coord[2]);</div><div class="line"><a name="l00105"></a><span class="lineno"> 105</span>&#160; } <span class="keywordflow">else</span> {</div><div class="line"><a name="l00106"></a><span class="lineno"> 106</span>&#160; <span class="keywordflow">return</span> <a class="code" href="namespacecutlass.html#a7419519fa453a121dfa5f26bf87318d9">make_Coord</a>(0, coord[2], coord[0]);</div><div class="line"><a name="l00107"></a><span class="lineno"> 107</span>&#160; }</div><div class="line"><a name="l00108"></a><span class="lineno"> 108</span>&#160; }</div><div class="line"><a name="l00109"></a><span class="lineno"> 109</span>&#160;};</div><div class="line"><a name="l00110"></a><span class="lineno"> 110</span>&#160;</div><div class="line"><a name="l00112"></a><span class="lineno"> 112</span>&#160;<span class="keyword">template</span> &lt;<span class="keywordtype">bool</span> Kstr<span class="keywordtype">id</span>ed&gt;</div><div class="line"><a name="l00113"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1ProjectOperand_3_01GemmOperand_1_1kB_00_01Kstrided_01_4.html"> 113</a></span>&#160;<span class="keyword">struct </span><a class="code" href="structcutlass_1_1gemm_1_1ProjectOperand.html">ProjectOperand</a>&lt;<a class="code" href="structcutlass_1_1GemmOperand.html">GemmOperand</a>::kB, Kstrided&gt; {</div><div class="line"><a name="l00114"></a><span class="lineno"> 114</span>&#160; <a class="code" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a></div><div class="line"><a name="l00115"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1ProjectOperand_3_01GemmOperand_1_1kB_00_01Kstrided_01_4.html#a0f1579013f56fe16ebc147271f163c3c"> 115</a></span>&#160; <span class="keyword">static</span> <a class="code" href="structcutlass_1_1Coord.html">Coord&lt;3&gt;</a> <a class="code" href="structcutlass_1_1gemm_1_1ProjectOperand_3_01GemmOperand_1_1kB_00_01Kstrided_01_4.html#a0f1579013f56fe16ebc147271f163c3c">project</a>(<a class="code" href="structcutlass_1_1Coord.html">Coord&lt;3&gt;</a> <span class="keyword">const</span> &amp;coord) {</div><div class="line"><a name="l00116"></a><span class="lineno"> 116</span>&#160; <span class="keywordflow">if</span> (Kstrided) {</div><div class="line"><a name="l00117"></a><span class="lineno"> 117</span>&#160; <span class="keywordflow">return</span> <a class="code" href="namespacecutlass.html#a7419519fa453a121dfa5f26bf87318d9">make_Coord</a>(0, coord[0], coord[1]);</div><div class="line"><a name="l00118"></a><span class="lineno"> 118</span>&#160; } <span class="keywordflow">else</span> {</div><div class="line"><a name="l00119"></a><span class="lineno"> 119</span>&#160; <span class="keywordflow">return</span> <a class="code" href="namespacecutlass.html#a7419519fa453a121dfa5f26bf87318d9">make_Coord</a>(0, coord[1], coord[0]);</div><div class="line"><a name="l00120"></a><span class="lineno"> 120</span>&#160; }</div><div class="line"><a name="l00121"></a><span class="lineno"> 121</span>&#160; }</div><div class="line"><a name="l00122"></a><span class="lineno"> 122</span>&#160;};</div><div class="line"><a name="l00123"></a><span class="lineno"> 123</span>&#160;</div><div class="line"><a name="l00125"></a><span class="lineno"> 125</span>&#160;<span class="keyword">template</span> &lt;&gt;</div><div class="line"><a name="l00126"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1ProjectOperand_3_01GemmOperand_1_1kC_00_01true_01_4.html"> 126</a></span>&#160;<span class="keyword">struct </span><a class="code" href="structcutlass_1_1gemm_1_1ProjectOperand.html">ProjectOperand</a>&lt;<a class="code" href="structcutlass_1_1GemmOperand.html">GemmOperand</a>::kC, true&gt; {</div><div class="line"><a name="l00127"></a><span class="lineno"> 127</span>&#160; <a class="code" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a></div><div class="line"><a name="l00128"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1ProjectOperand_3_01GemmOperand_1_1kC_00_01true_01_4.html#af2a323461334a6b55b95074a1973d250"> 128</a></span>&#160; <span class="keyword">static</span> <a class="code" href="structcutlass_1_1Coord.html">Coord&lt;3&gt;</a> <a class="code" href="structcutlass_1_1gemm_1_1ProjectOperand_3_01GemmOperand_1_1kC_00_01true_01_4.html#af2a323461334a6b55b95074a1973d250">project</a>(<a class="code" href="structcutlass_1_1Coord.html">Coord&lt;3&gt;</a> <span class="keyword">const</span> &amp;coord) { <span class="keywordflow">return</span> <a class="code" href="namespacecutlass.html#a7419519fa453a121dfa5f26bf87318d9">make_Coord</a>(0, coord[1], coord[2]); }</div><div class="line"><a name="l00129"></a><span class="lineno"> 129</span>&#160;};</div><div class="line"><a name="l00130"></a><span class="lineno"> 130</span>&#160;</div><div class="line"><a name="l00132"></a><span class="lineno"> 132</span>&#160;<span class="keyword">template</span> &lt;&gt;</div><div class="line"><a name="l00133"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1ProjectOperand_3_01GemmOperand_1_1kD_00_01true_01_4.html"> 133</a></span>&#160;<span class="keyword">struct </span><a class="code" href="structcutlass_1_1gemm_1_1ProjectOperand.html">ProjectOperand</a>&lt;<a class="code" href="structcutlass_1_1GemmOperand.html">GemmOperand</a>::kD, true&gt; {</div><div class="line"><a name="l00134"></a><span class="lineno"> 134</span>&#160; <a class="code" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a></div><div class="line"><a name="l00135"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1ProjectOperand_3_01GemmOperand_1_1kD_00_01true_01_4.html#ace04040ccb13af5f9a283ca80ffe93d1"> 135</a></span>&#160; <span class="keyword">static</span> <a class="code" href="structcutlass_1_1Coord.html">Coord&lt;3&gt;</a> <a class="code" href="structcutlass_1_1gemm_1_1ProjectOperand_3_01GemmOperand_1_1kD_00_01true_01_4.html#ace04040ccb13af5f9a283ca80ffe93d1">project</a>(<a class="code" href="structcutlass_1_1Coord.html">Coord&lt;3&gt;</a> <span class="keyword">const</span> &amp;coord) { <span class="keywordflow">return</span> <a class="code" href="namespacecutlass.html#a7419519fa453a121dfa5f26bf87318d9">make_Coord</a>(0, coord[1], coord[2]); }</div><div class="line"><a name="l00136"></a><span class="lineno"> 136</span>&#160;};</div><div class="line"><a name="l00137"></a><span class="lineno"> 137</span>&#160;</div><div class="line"><a name="l00139"></a><span class="lineno"> 139</span>&#160;</div><div class="line"><a name="l00140"></a><span class="lineno"> 140</span>&#160;} <span class="comment">// namespace gemm</span></div><div class="line"><a name="l00141"></a><span class="lineno"> 141</span>&#160;} <span class="comment">// namespace cutlass</span></div><div class="ttc" id="structcutlass_1_1gemm_1_1GemmMultiplicandTraits_html_a1984c9ef6abfd029acbc3f702593ab85"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmMultiplicandTraits.html#a1984c9ef6abfd029acbc3f702593ab85">cutlass::gemm::GemmMultiplicandTraits::kKstrided</a></div><div class="ttdeci">static bool const kKstrided</div><div class="ttdef"><b>Definition:</b> gemm_operand.h:82</div></div>
<div class="ttc" id="structcutlass_1_1gemm_1_1ProjectOperand_3_01GemmOperand_1_1kB_00_01Kstrided_01_4_html_a0f1579013f56fe16ebc147271f163c3c"><div class="ttname"><a href="structcutlass_1_1gemm_1_1ProjectOperand_3_01GemmOperand_1_1kB_00_01Kstrided_01_4.html#a0f1579013f56fe16ebc147271f163c3c">cutlass::gemm::ProjectOperand&lt; GemmOperand::kB, Kstrided &gt;::project</a></div><div class="ttdeci">static CUTLASS_HOST_DEVICE Coord&lt; 3 &gt; project(Coord&lt; 3 &gt; const &amp;coord)</div><div class="ttdef"><b>Definition:</b> gemm_operand.h:115</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="namespacecutlass_html_a7419519fa453a121dfa5f26bf87318d9"><div class="ttname"><a href="namespacecutlass.html#a7419519fa453a121dfa5f26bf87318d9">cutlass::make_Coord</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE Coord&lt; 1 &gt; make_Coord(int _0)</div><div class="ttdoc">Helper to make a 2-element coordinate. </div><div class="ttdef"><b>Definition:</b> coord.h:368</div></div>
<div class="ttc" id="namespacecutlass_1_1MatrixLayout_html_a97ef07af21b122c1804245b0c7784d2b"><div class="ttname"><a href="namespacecutlass_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="structcutlass_1_1gemm_1_1ProjectOperand_3_01GemmOperand_1_1kC_00_01true_01_4_html_af2a323461334a6b55b95074a1973d250"><div class="ttname"><a href="structcutlass_1_1gemm_1_1ProjectOperand_3_01GemmOperand_1_1kC_00_01true_01_4.html#af2a323461334a6b55b95074a1973d250">cutlass::gemm::ProjectOperand&lt; GemmOperand::kC, true &gt;::project</a></div><div class="ttdeci">static CUTLASS_HOST_DEVICE Coord&lt; 3 &gt; project(Coord&lt; 3 &gt; const &amp;coord)</div><div class="ttdef"><b>Definition:</b> gemm_operand.h:128</div></div>
<div class="ttc" id="platform_8h_html"><div class="ttname"><a href="platform_8h.html">platform.h</a></div><div class="ttdoc">C++ features that may be otherwise unimplemented for CUDA device functions. </div></div>
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmMultiplicandTraits_html_a5e43f3c9aa8d7dc5f01dfc63b1ea97dc"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmMultiplicandTraits.html#a5e43f3c9aa8d7dc5f01dfc63b1ea97dc">cutlass::gemm::GemmMultiplicandTraits::ThreadBlockTile</a></div><div class="ttdeci">ThreadBlockTile_ ThreadBlockTile</div><div class="ttdoc">Shape of GEMM thread block tile (K, N, M) </div><div class="ttdef"><b>Definition:</b> gemm_operand.h:70</div></div>
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmMultiplicandTraits_html_a89f1d9599b418c8bb81c104ca86cf00e"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmMultiplicandTraits.html#a89f1d9599b418c8bb81c104ca86cf00e">cutlass::gemm::GemmMultiplicandTraits::Shape</a></div><div class="ttdeci">platform::conditional&lt; kKstrided, Shape&lt; 1, ThreadBlockTile::kD, GetExtent&lt; Usage, ThreadBlockTile &gt;::kExtent &gt;, Shape&lt; 1, GetExtent&lt; Usage, ThreadBlockTile &gt;::kExtent, ThreadBlockTile::kD &gt; &gt;::type Shape</div><div class="ttdoc">Map the ThreadBlockShape onto (kH, kW) dimensions for A and B operand. </div><div class="ttdef"><b>Definition:</b> gemm_operand.h:88</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="structcutlass_1_1gemm_1_1GemmMultiplicandTraits_html"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmMultiplicandTraits.html">cutlass::gemm::GemmMultiplicandTraits</a></div><div class="ttdef"><b>Definition:</b> gemm_operand.h:67</div></div>
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmOperandTraitsAb_html_abe4eb7f9a0ed7d48a81029e88849dcf2"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmOperandTraitsAb.html#abe4eb7f9a0ed7d48a81029e88849dcf2">cutlass::gemm::GemmOperandTraitsAb::Congruous</a></div><div class="ttdeci">static const bool Congruous</div><div class="ttdef"><b>Definition:</b> gemm_operand.h:43</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="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="structcutlass_1_1platform_1_1conditional_html"><div class="ttname"><a href="structcutlass_1_1platform_1_1conditional.html">cutlass::platform::conditional</a></div><div class="ttdoc">std::conditional (true specialization) </div><div class="ttdef"><b>Definition:</b> platform.h:351</div></div>
<div class="ttc" id="platform_8h_html_adde4c9ea91b753491851361a4198c009"><div class="ttname"><a href="platform_8h.html#adde4c9ea91b753491851361a4198c009">static_assert</a></div><div class="ttdeci">#define static_assert(__e, __m)</div><div class="ttdef"><b>Definition:</b> platform.h:153</div></div>
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmMultiplicandTraits_html_a19076e58e60d296da74cf504e2a473fd"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmMultiplicandTraits.html#a19076e58e60d296da74cf504e2a473fd">cutlass::gemm::GemmMultiplicandTraits::kLayout</a></div><div class="ttdeci">static MatrixLayout::Kind const kLayout</div><div class="ttdoc">Layout of tile. </div><div class="ttdef"><b>Definition:</b> gemm_operand.h:79</div></div>
<div class="ttc" id="structcutlass_1_1gemm_1_1ProjectOperand_3_01GemmOperand_1_1kA_00_01Kstrided_01_4_html_ae91b2350374f1734a30cbed45e14b8e3"><div class="ttname"><a href="structcutlass_1_1gemm_1_1ProjectOperand_3_01GemmOperand_1_1kA_00_01Kstrided_01_4.html#ae91b2350374f1734a30cbed45e14b8e3">cutlass::gemm::ProjectOperand&lt; GemmOperand::kA, Kstrided &gt;::project</a></div><div class="ttdeci">static CUTLASS_HOST_DEVICE Coord&lt; 3 &gt; project(Coord&lt; 3 &gt; const &amp;coord)</div><div class="ttdef"><b>Definition:</b> gemm_operand.h:102</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_1ProjectOperand_html"><div class="ttname"><a href="structcutlass_1_1gemm_1_1ProjectOperand.html">cutlass::gemm::ProjectOperand</a></div><div class="ttdef"><b>Definition:</b> gemm_operand.h:96</div></div>
<div class="ttc" id="structcutlass_1_1gemm_1_1GetExtent_html"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GetExtent.html">cutlass::gemm::GetExtent</a></div><div class="ttdef"><b>Definition:</b> gemm_operand.h:50</div></div>
<div class="ttc" id="structcutlass_1_1Coord_html"><div class="ttname"><a href="structcutlass_1_1Coord.html">cutlass::Coord&lt; 3 &gt;</a></div></div>
<div class="ttc" id="namespacecutlass_1_1MatrixLayout_html_a97ef07af21b122c1804245b0c7784d2ba6a287c17f9f5bf53528ae68296beeedb"><div class="ttname"><a href="namespacecutlass_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="structcutlass_1_1GemmOperand_html"><div class="ttname"><a href="structcutlass_1_1GemmOperand.html">cutlass::GemmOperand</a></div><div class="ttdoc">Gemm operand - D = A * B + C. </div><div class="ttdef"><b>Definition:</b> matrix_traits.h:356</div></div>
<div class="ttc" id="structcutlass_1_1gemm_1_1ProjectOperand_3_01GemmOperand_1_1kD_00_01true_01_4_html_ace04040ccb13af5f9a283ca80ffe93d1"><div class="ttname"><a href="structcutlass_1_1gemm_1_1ProjectOperand_3_01GemmOperand_1_1kD_00_01true_01_4.html#ace04040ccb13af5f9a283ca80ffe93d1">cutlass::gemm::ProjectOperand&lt; GemmOperand::kD, true &gt;::project</a></div><div class="ttdeci">static CUTLASS_HOST_DEVICE Coord&lt; 3 &gt; project(Coord&lt; 3 &gt; const &amp;coord)</div><div class="ttdef"><b>Definition:</b> gemm_operand.h:135</div></div>
<div class="ttc" id="structcutlass_1_1GemmOperand_html_ab209ea3de198efabe8e8707dfe8e0a0c"><div class="ttname"><a href="structcutlass_1_1GemmOperand.html#ab209ea3de198efabe8e8707dfe8e0a0c">cutlass::GemmOperand::Kind</a></div><div class="ttdeci">Kind</div><div class="ttdef"><b>Definition:</b> matrix_traits.h:357</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_1GemmMultiplicandTraits_html_a962ffde3b3db78792b67dd1f57ab0a05"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmMultiplicandTraits.html#a962ffde3b3db78792b67dd1f57ab0a05">cutlass::gemm::GemmMultiplicandTraits::kUsage</a></div><div class="ttdeci">static GemmOperand::Kind const kUsage</div><div class="ttdoc">Identifies multiplicand. </div><div class="ttdef"><b>Definition:</b> gemm_operand.h:76</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_1GemmOperandTraitsAb_html"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmOperandTraitsAb.html">cutlass::gemm::GemmOperandTraitsAb</a></div><div class="ttdoc">Helper to describe attributes of GEMM matrix operands. </div><div class="ttdef"><b>Definition:</b> gemm_operand.h:42</div></div>
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