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<a href="default__gemv__core_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) 2019, 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="l00032"></a><span class="lineno"> 32</span> <span class="preprocessor">#pragma once</span></div><div class="line"><a name="l00033"></a><span class="lineno"> 33</span> </div><div class="line"><a name="l00034"></a><span class="lineno"> 34</span> <span class="preprocessor">#include "<a class="code" href="cutlass_8h.html">cutlass/cutlass.h</a>"</span></div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span> <span class="preprocessor">#include "<a class="code" href="array_8h.html">cutlass/array.h</a>"</span></div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span> <span class="preprocessor">#include "<a class="code" href="numeric__types_8h.html">cutlass/numeric_types.h</a>"</span></div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span> <span class="preprocessor">#include "<a class="code" href="matrix__shape_8h.html">cutlass/matrix_shape.h</a>"</span></div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span> </div><div class="line"><a name="l00039"></a><span class="lineno"> 39</span> <span class="preprocessor">#include "<a class="code" href="layout_2matrix_8h.html">cutlass/layout/matrix.h</a>"</span></div><div class="line"><a name="l00040"></a><span class="lineno"> 40</span> </div><div class="line"><a name="l00041"></a><span class="lineno"> 41</span> <span class="preprocessor">#include "<a class="code" href="platform_8h.html">cutlass/platform/platform.h</a>"</span></div><div class="line"><a name="l00042"></a><span class="lineno"> 42</span> </div><div class="line"><a name="l00043"></a><span class="lineno"> 43</span> <span class="preprocessor">#include "<a class="code" href="include_2cutlass_2gemm_2gemm_8h.html">cutlass/gemm/gemm.h</a>"</span></div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span> <span class="preprocessor">#include "<a class="code" href="gemm_2thread_2mma_8h.html">cutlass/gemm/thread/mma.h</a>"</span></div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span> </div><div class="line"><a name="l00046"></a><span class="lineno"> 46</span> <span class="preprocessor">#include "<a class="code" href="transform_2threadblock_2predicated__tile__iterator_8h.html">cutlass/transform/threadblock/predicated_tile_iterator.h</a>"</span></div><div class="line"><a name="l00047"></a><span class="lineno"> 47</span> <span class="preprocessor">#include "<a class="code" href="pitch__linear__thread__map_8h.html">cutlass/transform/pitch_linear_thread_map.h</a>"</span></div><div class="line"><a name="l00048"></a><span class="lineno"> 48</span> </div><div class="line"><a name="l00049"></a><span class="lineno"> 49</span> <span class="preprocessor">#include "<a class="code" href="gemv_8h.html">cutlass/gemm/threadblock/gemv.h</a>"</span></div><div class="line"><a name="l00050"></a><span class="lineno"> 50</span> </div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span> <span class="keyword">namespace </span><a class="code" href="namespacecutlass.html">cutlass</a> {</div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span> <span class="keyword">namespace </span>gemm {</div><div class="line"><a name="l00054"></a><span class="lineno"><a class="line" href="namespacecutlass_1_1gemm_1_1threadblock.html"> 54</a></span> <span class="keyword">namespace </span>threadblock {</div><div class="line"><a name="l00055"></a><span class="lineno"> 55</span> </div><div class="line"><a name="l00058"></a><span class="lineno"> 58</span> <span class="keyword">template</span> <</div><div class="line"><a name="l00059"></a><span class="lineno"> 59</span>  <span class="keyword">typename</span> Shape_, </div><div class="line"><a name="l00060"></a><span class="lineno"> 60</span>  <span class="keyword">typename</span> ThreadShape_, </div><div class="line"><a name="l00061"></a><span class="lineno"> 61</span>  <span class="keyword">typename</span> ElementA_, </div><div class="line"><a name="l00062"></a><span class="lineno"> 62</span>  <span class="keyword">typename</span> LayoutA_, </div><div class="line"><a name="l00063"></a><span class="lineno"> 63</span>  <span class="keyword">typename</span> ElementB_, </div><div class="line"><a name="l00064"></a><span class="lineno"> 64</span>  <span class="keyword">typename</span> LayoutB_, </div><div class="line"><a name="l00065"></a><span class="lineno"> 65</span>  <span class="keyword">typename</span> ElementC_, </div><div class="line"><a name="l00066"></a><span class="lineno"> 66</span>  <span class="keyword">typename</span> LayoutC_ </div><div class="line"><a name="l00067"></a><span class="lineno"> 67</span> ></div><div class="line"><a name="l00068"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html"> 68</a></span> <span class="keyword">struct </span><a class="code" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html">DefaultGemvCore</a> {</div><div class="line"><a name="l00069"></a><span class="lineno"> 69</span> </div><div class="line"><a name="l00070"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a6f34866aca46666a006095c921a5e9a4"> 70</a></span>  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a6f34866aca46666a006095c921a5e9a4">Shape</a> = Shape_;</div><div class="line"><a name="l00071"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a37ccdbdc7532c2c31473c03c6fa4b98a"> 71</a></span>  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a37ccdbdc7532c2c31473c03c6fa4b98a">ThreadShape</a> = ThreadShape_;</div><div class="line"><a name="l00072"></a><span class="lineno"> 72</span> </div><div class="line"><a name="l00073"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a78fe6df9a97b578844e143d27015138f"> 73</a></span>  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a78fe6df9a97b578844e143d27015138f">LayoutA</a> = LayoutA_;</div><div class="line"><a name="l00074"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a9d8c09c8241b5bbee9cda92bfc2a7783"> 74</a></span>  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a9d8c09c8241b5bbee9cda92bfc2a7783">LayoutB</a> = LayoutB_;</div><div class="line"><a name="l00075"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a5774c05736aeeffee40954748bab926f"> 75</a></span>  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a5774c05736aeeffee40954748bab926f">LayoutC</a> = LayoutC_;</div><div class="line"><a name="l00076"></a><span class="lineno"> 76</span>  </div><div class="line"><a name="l00077"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a59f53d6af87c5c44b1d61d40e32871a7"> 77</a></span>  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a59f53d6af87c5c44b1d61d40e32871a7">ElementA</a> = ElementA_;</div><div class="line"><a name="l00078"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a8a81e4db06017a3209ccd1ddf5db04a6"> 78</a></span>  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a8a81e4db06017a3209ccd1ddf5db04a6">ElementB</a> = ElementB_;</div><div class="line"><a name="l00079"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a0bdfadca0c2a8fcb214fe83a7b04801d"> 79</a></span>  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a0bdfadca0c2a8fcb214fe83a7b04801d">ElementC</a> = ElementC_;</div><div class="line"><a name="l00080"></a><span class="lineno"> 80</span> </div><div class="line"><a name="l00081"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a8cd2bd9fc021ca52c5b441561b530ad2"> 81</a></span>  <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> <a class="code" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a8cd2bd9fc021ca52c5b441561b530ad2">kThreadsPerN</a> = Shape::kN / ThreadShape::kN;</div><div class="line"><a name="l00082"></a><span class="lineno"> 82</span> </div><div class="line"><a name="l00083"></a><span class="lineno"> 83</span>  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a1b79b6a56b45f96cde340f7cae11c182">IteratorPolicyA</a> = <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1platform_1_1conditional.html">platform::conditional</a><</div><div class="line"><a name="l00084"></a><span class="lineno"> 84</span>  <a class="code" href="structcutlass_1_1platform_1_1is__same.html">platform::is_same<LayoutA, layout::RowMajor>::value</a>,</div><div class="line"><a name="l00085"></a><span class="lineno"> 85</span>  <a class="code" href="structcutlass_1_1transform_1_1PitchLinearTilePolicyStripminedThreadContiguous.html">cutlass::transform::PitchLinearTilePolicyStripminedThreadContiguous</a><</div><div class="line"><a name="l00086"></a><span class="lineno"> 86</span>  <a class="code" href="structcutlass_1_1layout_1_1PitchLinearShape.html">layout::PitchLinearShape<Shape::kK, Shape::kM></a>, 1, ThreadShape::kK>,</div><div class="line"><a name="l00087"></a><span class="lineno"> 87</span>  <a class="code" href="structcutlass_1_1transform_1_1PitchLinearTilePolicyStripminedThreadStrided.html">cutlass::transform::PitchLinearTilePolicyStripminedThreadStrided</a><</div><div class="line"><a name="l00088"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a1b79b6a56b45f96cde340f7cae11c182"> 88</a></span>  <a class="code" href="structcutlass_1_1layout_1_1PitchLinearShape.html">layout::PitchLinearShape<Shape::kM, Shape::kK></a>, 1, ThreadShape::kM>>::type;</div><div class="line"><a name="l00089"></a><span class="lineno"> 89</span> </div><div class="line"><a name="l00090"></a><span class="lineno"> 90</span>  <span class="keyword">using</span> <a class="code" href="classcutlass_1_1transform_1_1threadblock_1_1PredicatedTileIterator.html">IteratorA</a> = <a class="code" href="classcutlass_1_1transform_1_1threadblock_1_1PredicatedTileIterator.html">cutlass::transform::threadblock::PredicatedTileIterator</a><</div><div class="line"><a name="l00091"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#ac41f77fed60135f81a10adf0eb0b93ea"> 91</a></span>  <a class="code" href="structcutlass_1_1MatrixShape.html">cutlass::MatrixShape<Shape::kM, Shape::kK></a>, <a class="code" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a59f53d6af87c5c44b1d61d40e32871a7">ElementA</a>, <a class="code" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a78fe6df9a97b578844e143d27015138f">LayoutA</a>, 1, <a class="code" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a1b79b6a56b45f96cde340f7cae11c182">IteratorPolicyA</a>>;</div><div class="line"><a name="l00092"></a><span class="lineno"> 92</span> </div><div class="line"><a name="l00093"></a><span class="lineno"> 93</span>  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a2c32ed46fa439c4c758fac0618d3eae8">IteratorPolicyB</a> = <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1platform_1_1conditional.html">platform::conditional</a><</div><div class="line"><a name="l00094"></a><span class="lineno"> 94</span>  <a class="code" href="structcutlass_1_1platform_1_1is__same.html">platform::is_same<LayoutB, layout::RowMajor>::value</a>,</div><div class="line"><a name="l00095"></a><span class="lineno"> 95</span>  <a class="code" href="structcutlass_1_1transform_1_1PitchLinearTilePolicyStripminedThreadContiguous.html">cutlass::transform::PitchLinearTilePolicyStripminedThreadContiguous</a><</div><div class="line"><a name="l00096"></a><span class="lineno"> 96</span>  <a class="code" href="structcutlass_1_1layout_1_1PitchLinearShape.html">layout::PitchLinearShape<Shape::kN, Shape::kK></a>, <a class="code" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a8cd2bd9fc021ca52c5b441561b530ad2">kThreadsPerN</a>, ThreadShape::kN>,</div><div class="line"><a name="l00097"></a><span class="lineno"> 97</span>  <a class="code" href="structcutlass_1_1transform_1_1PitchLinearTilePolicyStripminedThreadStrided.html">cutlass::transform::PitchLinearTilePolicyStripminedThreadStrided</a><</div><div class="line"><a name="l00098"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a2c32ed46fa439c4c758fac0618d3eae8"> 98</a></span>  <a class="code" href="structcutlass_1_1layout_1_1PitchLinearShape.html">layout::PitchLinearShape<Shape::kK, Shape::kN></a>, <a class="code" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a8cd2bd9fc021ca52c5b441561b530ad2">kThreadsPerN</a>, ThreadShape::kK>>::type;</div><div class="line"><a name="l00099"></a><span class="lineno"> 99</span> </div><div class="line"><a name="l00100"></a><span class="lineno"> 100</span>  <span class="keyword">using</span> <a class="code" href="classcutlass_1_1transform_1_1threadblock_1_1PredicatedTileIterator.html">IteratorB</a> = <a class="code" href="classcutlass_1_1transform_1_1threadblock_1_1PredicatedTileIterator.html">cutlass::transform::threadblock::PredicatedTileIterator</a><</div><div class="line"><a name="l00101"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a896e3d1e0229839fa873d0b948cd48ef"> 101</a></span>  <a class="code" href="structcutlass_1_1MatrixShape.html">cutlass::MatrixShape<Shape::kK, Shape::kN></a>, <a class="code" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a8a81e4db06017a3209ccd1ddf5db04a6">ElementB</a>, <a class="code" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a9d8c09c8241b5bbee9cda92bfc2a7783">LayoutB</a>, 0, <a class="code" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a2c32ed46fa439c4c758fac0618d3eae8">IteratorPolicyB</a>>;</div><div class="line"><a name="l00102"></a><span class="lineno"> 102</span> </div><div class="line"><a name="l00103"></a><span class="lineno"> 103</span>  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a792e8c1801748e8c3a724f729f540f7e">IteratorPolicyC</a> = <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1platform_1_1conditional.html">platform::conditional</a><</div><div class="line"><a name="l00104"></a><span class="lineno"> 104</span>  <a class="code" href="structcutlass_1_1platform_1_1is__same.html">platform::is_same<LayoutC, layout::RowMajor>::value</a>,</div><div class="line"><a name="l00105"></a><span class="lineno"> 105</span>  <a class="code" href="structcutlass_1_1transform_1_1PitchLinearTilePolicyStripminedThreadContiguous.html">cutlass::transform::PitchLinearTilePolicyStripminedThreadContiguous</a><</div><div class="line"><a name="l00106"></a><span class="lineno"> 106</span>  <a class="code" href="structcutlass_1_1layout_1_1PitchLinearShape.html">layout::PitchLinearShape<Shape::kN, Shape::kM></a>, <a class="code" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a8cd2bd9fc021ca52c5b441561b530ad2">kThreadsPerN</a>, ThreadShape::kN>,</div><div class="line"><a name="l00107"></a><span class="lineno"> 107</span>  <a class="code" href="structcutlass_1_1transform_1_1PitchLinearTilePolicyStripminedThreadStrided.html">cutlass::transform::PitchLinearTilePolicyStripminedThreadStrided</a><</div><div class="line"><a name="l00108"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a792e8c1801748e8c3a724f729f540f7e"> 108</a></span>  <a class="code" href="structcutlass_1_1layout_1_1PitchLinearShape.html">layout::PitchLinearShape<Shape::kM, Shape::kN></a>, <a class="code" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a8cd2bd9fc021ca52c5b441561b530ad2">kThreadsPerN</a>, ThreadShape::kM>>::type;</div><div class="line"><a name="l00109"></a><span class="lineno"> 109</span> </div><div class="line"><a name="l00110"></a><span class="lineno"> 110</span>  <span class="keyword">using</span> <a class="code" href="classcutlass_1_1transform_1_1threadblock_1_1PredicatedTileIterator.html">IteratorC</a> = <a class="code" href="classcutlass_1_1transform_1_1threadblock_1_1PredicatedTileIterator.html">cutlass::transform::threadblock::PredicatedTileIterator</a><</div><div class="line"><a name="l00111"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#aa4880e8e43b0f9c704c1e1b15f8a5184"> 111</a></span>  <a class="code" href="structcutlass_1_1MatrixShape.html">cutlass::MatrixShape<Shape::kM, Shape::kN></a>, <a class="code" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a0bdfadca0c2a8fcb214fe83a7b04801d">ElementC</a>, <a class="code" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a5774c05736aeeffee40954748bab926f">LayoutC</a>, 0, <a class="code" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a792e8c1801748e8c3a724f729f540f7e">IteratorPolicyC</a>>;</div><div class="line"><a name="l00112"></a><span class="lineno"> 112</span> </div><div class="line"><a name="l00113"></a><span class="lineno"> 113</span>  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#ad8a1d5fe1ab735863d08bb2e477c5b58">MmaSimtOp</a> = <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1gemm_1_1thread_1_1Mma.html">cutlass::gemm::thread::Mma</a><</div><div class="line"><a name="l00114"></a><span class="lineno"> 114</span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">cutlass::gemm::GemmShape<ThreadShape::kM, ThreadShape::kN, Shape::kK></a>,</div><div class="line"><a name="l00115"></a><span class="lineno"> 115</span>  <a class="code" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a59f53d6af87c5c44b1d61d40e32871a7">ElementA</a>,</div><div class="line"><a name="l00116"></a><span class="lineno"> 116</span>  <a class="code" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a78fe6df9a97b578844e143d27015138f">LayoutA</a>,</div><div class="line"><a name="l00117"></a><span class="lineno"> 117</span>  <a class="code" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a8a81e4db06017a3209ccd1ddf5db04a6">ElementB</a>,</div><div class="line"><a name="l00118"></a><span class="lineno"> 118</span>  <a class="code" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a9d8c09c8241b5bbee9cda92bfc2a7783">LayoutB</a>,</div><div class="line"><a name="l00119"></a><span class="lineno"> 119</span>  <a class="code" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a0bdfadca0c2a8fcb214fe83a7b04801d">ElementC</a>,</div><div class="line"><a name="l00120"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#ad8a1d5fe1ab735863d08bb2e477c5b58"> 120</a></span>  LayoutC>;</div><div class="line"><a name="l00121"></a><span class="lineno"> 121</span> </div><div class="line"><a name="l00122"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a40c5a2cfe5f9c060be97cd74d5056b83"> 122</a></span>  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a40c5a2cfe5f9c060be97cd74d5056b83">Operator</a> = <a class="code" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#ad8a1d5fe1ab735863d08bb2e477c5b58">MmaSimtOp</a>;</div><div class="line"><a name="l00123"></a><span class="lineno"> 123</span> </div><div class="line"><a name="l00124"></a><span class="lineno"> 124</span>  <span class="comment">// Assertions for correctness</span></div><div class="line"><a name="l00125"></a><span class="lineno"> 125</span>  <a class="code" href="platform_8h.html#adde4c9ea91b753491851361a4198c009">static_assert</a>((Shape::kM == 1), <span class="stringliteral">"M=1 is required for GEMV"</span>);</div><div class="line"><a name="l00126"></a><span class="lineno"> 126</span>  </div><div class="line"><a name="l00127"></a><span class="lineno"> 127</span>  <a class="code" href="platform_8h.html#adde4c9ea91b753491851361a4198c009">static_assert</a>((ThreadShape::kM == 1), <span class="stringliteral">"M=1 is required for GEMV"</span>);</div><div class="line"><a name="l00128"></a><span class="lineno"> 128</span> </div><div class="line"><a name="l00129"></a><span class="lineno"> 129</span>  <a class="code" href="platform_8h.html#adde4c9ea91b753491851361a4198c009">static_assert</a>(Shape::kK % ThreadShape::kK == 0, <span class="stringliteral">"Shape::K must be a multiple of ThreadShape::K"</span>);</div><div class="line"><a name="l00130"></a><span class="lineno"> 130</span> </div><div class="line"><a name="l00131"></a><span class="lineno"> 131</span>  <a class="code" href="platform_8h.html#adde4c9ea91b753491851361a4198c009">static_assert</a>(((ThreadShape::kK == 1) ||</div><div class="line"><a name="l00132"></a><span class="lineno"> 132</span>  (ThreadShape::kK == 2) || </div><div class="line"><a name="l00133"></a><span class="lineno"> 133</span>  (ThreadShape::kK == 4) ||</div><div class="line"><a name="l00134"></a><span class="lineno"> 134</span>  (ThreadShape::kK == 8) ||</div><div class="line"><a name="l00135"></a><span class="lineno"> 135</span>  (ThreadShape::kK == 16) ||</div><div class="line"><a name="l00136"></a><span class="lineno"> 136</span>  (ThreadShape::kK == 32)</div><div class="line"><a name="l00137"></a><span class="lineno"> 137</span>  ),</div><div class="line"><a name="l00138"></a><span class="lineno"> 138</span>  <span class="stringliteral">"ThreadShape::K must be a 1, 2, 4, 8, 16 or 32"</span>);</div><div class="line"><a name="l00139"></a><span class="lineno"> 139</span> };</div><div class="line"><a name="l00140"></a><span class="lineno"> 140</span> </div><div class="line"><a name="l00142"></a><span class="lineno"> 142</span> </div><div class="line"><a name="l00143"></a><span class="lineno"> 143</span> } <span class="comment">// namespace threadblock</span></div><div class="line"><a name="l00144"></a><span class="lineno"> 144</span> } <span class="comment">// namespace gemm</span></div><div class="line"><a name="l00145"></a><span class="lineno"> 145</span> } <span class="comment">// namespace cutlass</span></div><div class="ttc" id="structcutlass_1_1MatrixShape_html"><div class="ttname"><a href="structcutlass_1_1MatrixShape.html">cutlass::MatrixShape</a></div><div class="ttdoc">Describes the size of a matrix tile. </div><div class="ttdef"><b>Definition:</b> matrix_shape.h:42</div></div>
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<div class="ttc" id="namespacecutlass_html"><div class="ttname"><a href="namespacecutlass.html">cutlass</a></div><div class="ttdef"><b>Definition:</b> aligned_buffer.h:35</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore_html_a6f34866aca46666a006095c921a5e9a4"><div class="ttname"><a href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a6f34866aca46666a006095c921a5e9a4">cutlass::gemm::threadblock::DefaultGemvCore::Shape</a></div><div class="ttdeci">Shape_ Shape</div><div class="ttdef"><b>Definition:</b> default_gemv_core.h:70</div></div>
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<div class="ttc" id="structcutlass_1_1platform_1_1is__same_html"><div class="ttname"><a href="structcutlass_1_1platform_1_1is__same.html">cutlass::platform::is_same</a></div><div class="ttdoc">std::is_same (false specialization) </div><div class="ttdef"><b>Definition:</b> platform.h:394</div></div>
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<div class="ttc" id="pitch__linear__thread__map_8h_html"><div class="ttname"><a href="pitch__linear__thread__map_8h.html">pitch_linear_thread_map.h</a></div><div class="ttdoc">Templates implementing how threads are mapped to a given tile. </div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore_html_a37ccdbdc7532c2c31473c03c6fa4b98a"><div class="ttname"><a href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a37ccdbdc7532c2c31473c03c6fa4b98a">cutlass::gemm::threadblock::DefaultGemvCore::ThreadShape</a></div><div class="ttdeci">ThreadShape_ ThreadShape</div><div class="ttdef"><b>Definition:</b> default_gemv_core.h:71</div></div>
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<div class="ttc" id="include_2cutlass_2gemm_2gemm_8h_html"><div class="ttname"><a href="include_2cutlass_2gemm_2gemm_8h.html">gemm.h</a></div><div class="ttdoc">Defines common types used for all GEMM-like operators. </div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore_html_a59f53d6af87c5c44b1d61d40e32871a7"><div class="ttname"><a href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a59f53d6af87c5c44b1d61d40e32871a7">cutlass::gemm::threadblock::DefaultGemvCore::ElementA</a></div><div class="ttdeci">ElementA_ ElementA</div><div class="ttdef"><b>Definition:</b> default_gemv_core.h:77</div></div>
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<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>
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<div class="ttc" id="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore_html_a792e8c1801748e8c3a724f729f540f7e"><div class="ttname"><a href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a792e8c1801748e8c3a724f729f540f7e">cutlass::gemm::threadblock::DefaultGemvCore::IteratorPolicyC</a></div><div class="ttdeci">typename platform::conditional< platform::is_same< LayoutC, layout::RowMajor >::value, cutlass::transform::PitchLinearTilePolicyStripminedThreadContiguous< layout::PitchLinearShape< Shape::kN, Shape::kM >, kThreadsPerN, ThreadShape::kN >, cutlass::transform::PitchLinearTilePolicyStripminedThreadStrided< layout::PitchLinearShape< Shape::kM, Shape::kN >, kThreadsPerN, ThreadShape::kM >>::type IteratorPolicyC</div><div class="ttdef"><b>Definition:</b> default_gemv_core.h:108</div></div>
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<div class="ttc" id="structcutlass_1_1layout_1_1PitchLinearShape_html"><div class="ttname"><a href="structcutlass_1_1layout_1_1PitchLinearShape.html">cutlass::layout::PitchLinearShape</a></div><div class="ttdoc">Template defining a shape used by pitch-linear operators. </div><div class="ttdef"><b>Definition:</b> pitch_linear.h:43</div></div>
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<div class="ttc" id="array_8h_html"><div class="ttname"><a href="array_8h.html">array.h</a></div><div class="ttdoc">Statically sized array of elements that accommodates all CUTLASS-supported numeric types and is safe ...</div></div>
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<div class="ttc" id="matrix__shape_8h_html"><div class="ttname"><a href="matrix__shape_8h.html">matrix_shape.h</a></div><div class="ttdoc">Defines a Shape template for matrix tiles. </div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore_html_a1b79b6a56b45f96cde340f7cae11c182"><div class="ttname"><a href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a1b79b6a56b45f96cde340f7cae11c182">cutlass::gemm::threadblock::DefaultGemvCore::IteratorPolicyA</a></div><div class="ttdeci">typename platform::conditional< platform::is_same< LayoutA, layout::RowMajor >::value, cutlass::transform::PitchLinearTilePolicyStripminedThreadContiguous< layout::PitchLinearShape< Shape::kK, Shape::kM >, 1, ThreadShape::kK >, cutlass::transform::PitchLinearTilePolicyStripminedThreadStrided< layout::PitchLinearShape< Shape::kM, Shape::kK >, 1, ThreadShape::kM >>::type IteratorPolicyA</div><div class="ttdef"><b>Definition:</b> default_gemv_core.h:88</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore_html_a2c32ed46fa439c4c758fac0618d3eae8"><div class="ttname"><a href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a2c32ed46fa439c4c758fac0618d3eae8">cutlass::gemm::threadblock::DefaultGemvCore::IteratorPolicyB</a></div><div class="ttdeci">typename platform::conditional< platform::is_same< LayoutB, layout::RowMajor >::value, cutlass::transform::PitchLinearTilePolicyStripminedThreadContiguous< layout::PitchLinearShape< Shape::kN, Shape::kK >, kThreadsPerN, ThreadShape::kN >, cutlass::transform::PitchLinearTilePolicyStripminedThreadStrided< layout::PitchLinearShape< Shape::kK, Shape::kN >, kThreadsPerN, ThreadShape::kK >>::type IteratorPolicyB</div><div class="ttdef"><b>Definition:</b> default_gemv_core.h:98</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore_html_a0bdfadca0c2a8fcb214fe83a7b04801d"><div class="ttname"><a href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a0bdfadca0c2a8fcb214fe83a7b04801d">cutlass::gemm::threadblock::DefaultGemvCore::ElementC</a></div><div class="ttdeci">ElementC_ ElementC</div><div class="ttdef"><b>Definition:</b> default_gemv_core.h:79</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore_html_a40c5a2cfe5f9c060be97cd74d5056b83"><div class="ttname"><a href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a40c5a2cfe5f9c060be97cd74d5056b83">cutlass::gemm::threadblock::DefaultGemvCore::Operator</a></div><div class="ttdeci">MmaSimtOp Operator</div><div class="ttdef"><b>Definition:</b> default_gemv_core.h:122</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore_html_ad8a1d5fe1ab735863d08bb2e477c5b58"><div class="ttname"><a href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#ad8a1d5fe1ab735863d08bb2e477c5b58">cutlass::gemm::threadblock::DefaultGemvCore::MmaSimtOp</a></div><div class="ttdeci">typename cutlass::gemm::thread::Mma< cutlass::gemm::GemmShape< ThreadShape::kM, ThreadShape::kN, Shape::kK >, ElementA, LayoutA, ElementB, LayoutB, ElementC, LayoutC > MmaSimtOp</div><div class="ttdef"><b>Definition:</b> default_gemv_core.h:120</div></div>
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<div class="ttc" id="gemm_2thread_2mma_8h_html"><div class="ttname"><a href="gemm_2thread_2mma_8h.html">mma.h</a></div><div class="ttdoc">Templates exposing architecture support for warp-level multiply-add operations. </div></div>
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<div class="ttc" id="numeric__types_8h_html"><div class="ttname"><a href="numeric__types_8h.html">numeric_types.h</a></div><div class="ttdoc">Top-level include for all CUTLASS numeric types. </div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1GemmShape_html"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmShape.html">cutlass::gemm::GemmShape</a></div><div class="ttdoc">Shape of a matrix multiply-add operation. </div><div class="ttdef"><b>Definition:</b> include/cutlass/gemm/gemm.h:57</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore_html"><div class="ttname"><a href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html">cutlass::gemm::threadblock::DefaultGemvCore</a></div><div class="ttdef"><b>Definition:</b> default_gemv_core.h:68</div></div>
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<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:325</div></div>
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<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>
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<div class="ttc" id="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore_html_a9d8c09c8241b5bbee9cda92bfc2a7783"><div class="ttname"><a href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a9d8c09c8241b5bbee9cda92bfc2a7783">cutlass::gemm::threadblock::DefaultGemvCore::LayoutB</a></div><div class="ttdeci">LayoutB_ LayoutB</div><div class="ttdef"><b>Definition:</b> default_gemv_core.h:74</div></div>
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<div class="ttc" id="classcutlass_1_1transform_1_1threadblock_1_1PredicatedTileIterator_html"><div class="ttname"><a href="classcutlass_1_1transform_1_1threadblock_1_1PredicatedTileIterator.html">cutlass::transform::threadblock::PredicatedTileIterator</a></div><div class="ttdef"><b>Definition:</b> transform/threadblock/predicated_tile_iterator.h:133</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore_html_a8cd2bd9fc021ca52c5b441561b530ad2"><div class="ttname"><a href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a8cd2bd9fc021ca52c5b441561b530ad2">cutlass::gemm::threadblock::DefaultGemvCore::kThreadsPerN</a></div><div class="ttdeci">static int const kThreadsPerN</div><div class="ttdef"><b>Definition:</b> default_gemv_core.h:81</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1thread_1_1Mma_html"><div class="ttname"><a href="structcutlass_1_1gemm_1_1thread_1_1Mma.html">cutlass::gemm::thread::Mma</a></div><div class="ttdoc">Structure to compute the matrix product. </div><div class="ttdef"><b>Definition:</b> gemm/thread/mma.h:66</div></div>
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<div class="ttc" id="layout_2matrix_8h_html"><div class="ttname"><a href="layout_2matrix_8h.html">matrix.h</a></div><div class="ttdoc">Defines layout functions used by TensorRef and derived classes. </div></div>
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<div class="ttc" id="gemv_8h_html"><div class="ttname"><a href="gemv_8h.html">gemv.h</a></div><div class="ttdoc">Template for a threadblock-scoped GEMV kernel. </div></div>
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<div class="ttc" id="transform_2threadblock_2predicated__tile__iterator_8h_html"><div class="ttname"><a href="transform_2threadblock_2predicated__tile__iterator_8h.html">predicated_tile_iterator.h</a></div><div class="ttdoc">Templates implementing loading of tiles from pitch-linear rank=2 tensors. </div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore_html_a8a81e4db06017a3209ccd1ddf5db04a6"><div class="ttname"><a href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a8a81e4db06017a3209ccd1ddf5db04a6">cutlass::gemm::threadblock::DefaultGemvCore::ElementB</a></div><div class="ttdeci">ElementB_ ElementB</div><div class="ttdef"><b>Definition:</b> default_gemv_core.h:78</div></div>
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<div class="ttc" id="structcutlass_1_1transform_1_1PitchLinearTilePolicyStripminedThreadStrided_html"><div class="ttname"><a href="structcutlass_1_1transform_1_1PitchLinearTilePolicyStripminedThreadStrided.html">cutlass::transform::PitchLinearTilePolicyStripminedThreadStrided</a></div><div class="ttdef"><b>Definition:</b> pitch_linear_thread_map.h:168</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore_html_a5774c05736aeeffee40954748bab926f"><div class="ttname"><a href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a5774c05736aeeffee40954748bab926f">cutlass::gemm::threadblock::DefaultGemvCore::LayoutC</a></div><div class="ttdeci">LayoutC_ LayoutC</div><div class="ttdef"><b>Definition:</b> default_gemv_core.h:75</div></div>
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<div class="ttc" id="structcutlass_1_1transform_1_1PitchLinearTilePolicyStripminedThreadContiguous_html"><div class="ttname"><a href="structcutlass_1_1transform_1_1PitchLinearTilePolicyStripminedThreadContiguous.html">cutlass::transform::PitchLinearTilePolicyStripminedThreadContiguous</a></div><div class="ttdef"><b>Definition:</b> pitch_linear_thread_map.h:140</div></div>
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<div class="ttc" id="cutlass_8h_html"><div class="ttname"><a href="cutlass_8h.html">cutlass.h</a></div><div class="ttdoc">Basic include for CUTLASS. </div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore_html_a78fe6df9a97b578844e143d27015138f"><div class="ttname"><a href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultGemvCore.html#a78fe6df9a97b578844e143d27015138f">cutlass::gemm::threadblock::DefaultGemvCore::LayoutA</a></div><div class="ttdeci">LayoutA_ LayoutA</div><div class="ttdef"><b>Definition:</b> default_gemv_core.h:73</div></div>
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