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<a href="default__gemm_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) 2017-2019, 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="l00025"></a><span class="lineno"> 25</span> </div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span> <span class="preprocessor">#pragma once</span></div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span> </div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span> <span class="preprocessor">#include "<a class="code" href="cutlass_8h.html">cutlass/cutlass.h</a>"</span></div><div class="line"><a name="l00039"></a><span class="lineno"> 39</span> </div><div class="line"><a name="l00040"></a><span class="lineno"> 40</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="l00041"></a><span class="lineno"> 41</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="l00042"></a><span class="lineno"> 42</span> <span class="preprocessor">#include "<a class="code" href="wmma_8h.html">cutlass/arch/wmma.h</a>"</span></div><div class="line"><a name="l00043"></a><span class="lineno"> 43</span> </div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span> <span class="preprocessor">#include "<a class="code" href="epilogue_8h.html">cutlass/epilogue/threadblock/epilogue.h</a>"</span></div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span> <span class="preprocessor">#include "<a class="code" href="linear__combination_8h.html">cutlass/epilogue/thread/linear_combination.h</a>"</span></div><div class="line"><a name="l00046"></a><span class="lineno"> 46</span> </div><div class="line"><a name="l00047"></a><span class="lineno"> 47</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="l00048"></a><span class="lineno"> 48</span> <span class="preprocessor">#include "<a class="code" href="include_2cutlass_2gemm_2kernel_2gemm_8h.html">cutlass/gemm/kernel/gemm.h</a>"</span></div><div class="line"><a name="l00049"></a><span class="lineno"> 49</span> <span class="preprocessor">#include "<a class="code" href="gemm__pipelined_8h.html">cutlass/gemm/kernel/gemm_pipelined.h</a>"</span></div><div class="line"><a name="l00050"></a><span class="lineno"> 50</span> <span class="preprocessor">#include "<a class="code" href="default__mma__core__sm75_8h.html">cutlass/gemm/threadblock/default_mma_core_sm75.h</a>"</span></div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span> <span class="preprocessor">#include "<a class="code" href="default__mma__core__sm70_8h.html">cutlass/gemm/threadblock/default_mma_core_sm70.h</a>"</span></div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span> <span class="preprocessor">#include "<a class="code" href="default__mma_8h.html">cutlass/gemm/threadblock/default_mma.h</a>"</span></div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span> <span class="preprocessor">#include "<a class="code" href="default__mma__core__simt_8h.html">cutlass/gemm/threadblock/default_mma_core_simt.h</a>"</span></div><div class="line"><a name="l00054"></a><span class="lineno"> 54</span> <span class="preprocessor">#include "<a class="code" href="gemm_2threadblock_2threadblock__swizzle_8h.html">cutlass/gemm/threadblock/threadblock_swizzle.h</a>"</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="preprocessor">#include "<a class="code" href="default__epilogue__tensor__op_8h.html">cutlass/epilogue/threadblock/default_epilogue_tensor_op.h</a>"</span></div><div class="line"><a name="l00057"></a><span class="lineno"> 57</span> <span class="preprocessor">#include "<a class="code" href="default__epilogue__volta__tensor__op_8h.html">cutlass/epilogue/threadblock/default_epilogue_volta_tensor_op.h</a>"</span></div><div class="line"><a name="l00058"></a><span class="lineno"> 58</span> <span class="preprocessor">#include "<a class="code" href="default__epilogue__simt_8h.html">cutlass/epilogue/threadblock/default_epilogue_simt.h</a>"</span></div><div class="line"><a name="l00059"></a><span class="lineno"> 59</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="l00060"></a><span class="lineno"> 60</span> </div><div class="line"><a name="l00061"></a><span class="lineno"> 61</span> <span class="preprocessor">#if defined(CUTLASS_ARCH_WMMA_ENABLED)</span></div><div class="line"><a name="l00062"></a><span class="lineno"> 62</span> <span class="preprocessor">#include "<a class="code" href="default__epilogue__wmma__tensor__op_8h.html">cutlass/epilogue/threadblock/default_epilogue_wmma_tensor_op.h</a>"</span></div><div class="line"><a name="l00063"></a><span class="lineno"> 63</span> <span class="preprocessor">#endif //CUTLASS_ARCH_WMMA_ENABLED</span></div><div class="line"><a name="l00064"></a><span class="lineno"> 64</span> </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> </div><div class="line"><a name="l00068"></a><span class="lineno"> 68</span> <span class="keyword">namespace </span><a class="code" href="namespacecutlass.html">cutlass</a> {</div><div class="line"><a name="l00069"></a><span class="lineno"> 69</span> <span class="keyword">namespace </span>gemm {</div><div class="line"><a name="l00070"></a><span class="lineno"><a class="line" href="namespacecutlass_1_1gemm_1_1kernel.html"> 70</a></span> <span class="keyword">namespace </span>kernel {</div><div class="line"><a name="l00071"></a><span class="lineno"> 71</span> </div><div class="line"><a name="l00073"></a><span class="lineno"> 73</span> </div><div class="line"><a name="l00074"></a><span class="lineno"> 74</span> <span class="keyword">template</span> <</div><div class="line"><a name="l00076"></a><span class="lineno"> 76</span>  <span class="keyword">typename</span> ElementA_,</div><div class="line"><a name="l00078"></a><span class="lineno"> 78</span>  <span class="keyword">typename</span> LayoutA_,</div><div class="line"><a name="l00080"></a><span class="lineno"> 80</span>  <span class="keywordtype">int</span> kAlignmentA,</div><div class="line"><a name="l00082"></a><span class="lineno"> 82</span>  <span class="keyword">typename</span> ElementB_,</div><div class="line"><a name="l00084"></a><span class="lineno"> 84</span>  <span class="keyword">typename</span> LayoutB_,</div><div class="line"><a name="l00086"></a><span class="lineno"> 86</span>  <span class="keywordtype">int</span> kAlignmentB,</div><div class="line"><a name="l00088"></a><span class="lineno"> 88</span>  <span class="keyword">typename</span> ElementC_,</div><div class="line"><a name="l00090"></a><span class="lineno"> 90</span>  <span class="keyword">typename</span> LayoutC_,</div><div class="line"><a name="l00092"></a><span class="lineno"> 92</span>  <span class="keyword">typename</span> ElementAccumulator,</div><div class="line"><a name="l00094"></a><span class="lineno"> 94</span>  <span class="keyword">typename</span> OperatorClass,</div><div class="line"><a name="l00096"></a><span class="lineno"> 96</span>  <span class="keyword">typename</span> ArchTag,</div><div class="line"><a name="l00098"></a><span class="lineno"> 98</span>  <span class="keyword">typename</span> ThreadblockShape,</div><div class="line"><a name="l00100"></a><span class="lineno"> 100</span>  <span class="keyword">typename</span> WarpShape,</div><div class="line"><a name="l00102"></a><span class="lineno"> 102</span>  <span class="keyword">typename</span> InstructionShape,</div><div class="line"><a name="l00104"></a><span class="lineno"> 104</span>  <span class="keyword">typename</span> EpilogueOutputOp,</div><div class="line"><a name="l00106"></a><span class="lineno"> 106</span>  <span class="keyword">typename</span> ThreadblockSwizzle,</div><div class="line"><a name="l00108"></a><span class="lineno"> 108</span>  <span class="keywordtype">int</span> Stages,</div><div class="line"><a name="l00111"></a><span class="lineno"> 111</span>  <span class="keywordtype">bool</span> SplitKSerial,</div><div class="line"><a name="l00113"></a><span class="lineno"> 113</span>  <span class="keyword">typename</span> Operator,</div><div class="line"><a name="l00115"></a><span class="lineno"> 115</span>  <span class="keywordtype">bool</span> IsBetaZero = <span class="keyword">false</span>></div><div class="line"><a name="l00116"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm.html"> 116</a></span> <span class="keyword">struct </span><a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm.html">DefaultGemm</a>;</div><div class="line"><a name="l00117"></a><span class="lineno"> 117</span> </div><div class="line"><a name="l00120"></a><span class="lineno"> 120</span> <span class="keyword">template</span> <</div><div class="line"><a name="l00122"></a><span class="lineno"> 122</span>  <span class="keyword">typename</span> ElementA,</div><div class="line"><a name="l00124"></a><span class="lineno"> 124</span>  <span class="keyword">typename</span> LayoutA,</div><div class="line"><a name="l00126"></a><span class="lineno"> 126</span>  <span class="keywordtype">int</span> kAlignmentA,</div><div class="line"><a name="l00128"></a><span class="lineno"> 128</span>  <span class="keyword">typename</span> ElementB,</div><div class="line"><a name="l00130"></a><span class="lineno"> 130</span>  <span class="keyword">typename</span> LayoutB,</div><div class="line"><a name="l00132"></a><span class="lineno"> 132</span>  <span class="keywordtype">int</span> kAlignmentB,</div><div class="line"><a name="l00134"></a><span class="lineno"> 134</span>  <span class="keyword">typename</span> ElementC,</div><div class="line"><a name="l00136"></a><span class="lineno"> 136</span>  <span class="keyword">typename</span> ElementAccumulator,</div><div class="line"><a name="l00138"></a><span class="lineno"> 138</span>  <span class="keyword">typename</span> ThreadblockShape,</div><div class="line"><a name="l00140"></a><span class="lineno"> 140</span>  <span class="keyword">typename</span> WarpShape,</div><div class="line"><a name="l00142"></a><span class="lineno"> 142</span>  <span class="keyword">typename</span> InstructionShape,</div><div class="line"><a name="l00144"></a><span class="lineno"> 144</span>  <span class="keyword">typename</span> EpilogueOutputOp,</div><div class="line"><a name="l00146"></a><span class="lineno"> 146</span>  <span class="keyword">typename</span> ThreadblockSwizzle,</div><div class="line"><a name="l00148"></a><span class="lineno"> 148</span>  <span class="keywordtype">bool</span> SplitKSerial,</div><div class="line"><a name="l00150"></a><span class="lineno"> 150</span>  <span class="keyword">typename</span> Operator</div><div class="line"><a name="l00151"></a><span class="lineno"> 151</span> ></div><div class="line"><a name="l00152"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01E5d78d37a9ae2ec08d7d477d571df036e.html"> 152</a></span> <span class="keyword">struct </span><a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm.html">DefaultGemm</a><</div><div class="line"><a name="l00153"></a><span class="lineno"> 153</span>  ElementA, LayoutA, kAlignmentA,</div><div class="line"><a name="l00154"></a><span class="lineno"> 154</span>  ElementB, LayoutB, kAlignmentB,</div><div class="line"><a name="l00155"></a><span class="lineno"> 155</span>  ElementC, layout::RowMajor,</div><div class="line"><a name="l00156"></a><span class="lineno"> 156</span>  ElementAccumulator,</div><div class="line"><a name="l00157"></a><span class="lineno"> 157</span>  arch::OpClassTensorOp,</div><div class="line"><a name="l00158"></a><span class="lineno"> 158</span>  <a class="code" href="structcutlass_1_1arch_1_1Sm75.html">arch::Sm75</a>,</div><div class="line"><a name="l00159"></a><span class="lineno"> 159</span>  ThreadblockShape,</div><div class="line"><a name="l00160"></a><span class="lineno"> 160</span>  WarpShape,</div><div class="line"><a name="l00161"></a><span class="lineno"> 161</span>  InstructionShape,</div><div class="line"><a name="l00162"></a><span class="lineno"> 162</span>  EpilogueOutputOp,</div><div class="line"><a name="l00163"></a><span class="lineno"> 163</span>  ThreadblockSwizzle,</div><div class="line"><a name="l00164"></a><span class="lineno"> 164</span>  2,</div><div class="line"><a name="l00165"></a><span class="lineno"> 165</span>  SplitKSerial,</div><div class="line"><a name="l00166"></a><span class="lineno"> 166</span>  Operator</div><div class="line"><a name="l00167"></a><span class="lineno"> 167</span> > {</div><div class="line"><a name="l00168"></a><span class="lineno"> 168</span> </div><div class="line"><a name="l00170"></a><span class="lineno"> 170</span>  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01E5d78d37a9ae2ec08d7d477d571df036e.html#a04323cdfbd5109ceabcb5bf31d435798">Mma</a> = <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultMma.html">cutlass::gemm::threadblock::DefaultMma</a><</div><div class="line"><a name="l00171"></a><span class="lineno"> 171</span>  ElementA,</div><div class="line"><a name="l00172"></a><span class="lineno"> 172</span>  LayoutA,</div><div class="line"><a name="l00173"></a><span class="lineno"> 173</span>  kAlignmentA,</div><div class="line"><a name="l00174"></a><span class="lineno"> 174</span>  ElementB,</div><div class="line"><a name="l00175"></a><span class="lineno"> 175</span>  LayoutB,</div><div class="line"><a name="l00176"></a><span class="lineno"> 176</span>  kAlignmentB,</div><div class="line"><a name="l00177"></a><span class="lineno"> 177</span>  ElementAccumulator,</div><div class="line"><a name="l00178"></a><span class="lineno"> 178</span>  <a class="code" href="classcutlass_1_1layout_1_1RowMajor.html">layout::RowMajor</a>,</div><div class="line"><a name="l00179"></a><span class="lineno"> 179</span>  arch::OpClassTensorOp,</div><div class="line"><a name="l00180"></a><span class="lineno"> 180</span>  <a class="code" href="structcutlass_1_1arch_1_1Sm75.html">arch::Sm75</a>,</div><div class="line"><a name="l00181"></a><span class="lineno"> 181</span>  ThreadblockShape,</div><div class="line"><a name="l00182"></a><span class="lineno"> 182</span>  WarpShape,</div><div class="line"><a name="l00183"></a><span class="lineno"> 183</span>  InstructionShape,</div><div class="line"><a name="l00184"></a><span class="lineno"> 184</span>  2,</div><div class="line"><a name="l00185"></a><span class="lineno"> 185</span>  Operator</div><div class="line"><a name="l00186"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01E5d78d37a9ae2ec08d7d477d571df036e.html#a04323cdfbd5109ceabcb5bf31d435798"> 186</a></span>  >::ThreadblockMma;</div><div class="line"><a name="l00187"></a><span class="lineno"> 187</span> </div><div class="line"><a name="l00188"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01E5d78d37a9ae2ec08d7d477d571df036e.html#a2a1ca042219b933bab25404b2753bbe3"> 188</a></span>  <span class="keyword">static</span> <span class="keyword">const</span> <span class="keywordtype">int</span> kPartitionsK = ThreadblockShape::kK / WarpShape::kK;</div><div class="line"><a name="l00189"></a><span class="lineno"> 189</span> </div><div class="line"><a name="l00191"></a><span class="lineno"> 191</span>  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01E5d78d37a9ae2ec08d7d477d571df036e.html#ac17af6195623850c325a2807e09f6b16">Epilogue</a> = <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueTensorOp.html">cutlass::epilogue::threadblock::DefaultEpilogueTensorOp</a><</div><div class="line"><a name="l00192"></a><span class="lineno"> 192</span>  ThreadblockShape,</div><div class="line"><a name="l00193"></a><span class="lineno"> 193</span>  <span class="keyword">typename</span> Mma::Operator,</div><div class="line"><a name="l00194"></a><span class="lineno"> 194</span>  kPartitionsK,</div><div class="line"><a name="l00195"></a><span class="lineno"> 195</span>  EpilogueOutputOp,</div><div class="line"><a name="l00196"></a><span class="lineno"> 196</span>  EpilogueOutputOp::kCount</div><div class="line"><a name="l00197"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01E5d78d37a9ae2ec08d7d477d571df036e.html#ac17af6195623850c325a2807e09f6b16"> 197</a></span>  ><a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01E5d78d37a9ae2ec08d7d477d571df036e.html#ac17af6195623850c325a2807e09f6b16">::Epilogue</a>;</div><div class="line"><a name="l00198"></a><span class="lineno"> 198</span> </div><div class="line"><a name="l00200"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01E5d78d37a9ae2ec08d7d477d571df036e.html#a98863a7f40c0324093a4f2cd5e988ab8"> 200</a></span>  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1Gemm.html">GemmKernel</a> = <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1Gemm.html">kernel::Gemm<Mma, Epilogue, ThreadblockSwizzle, SplitKSerial></a>;</div><div class="line"><a name="l00201"></a><span class="lineno"> 201</span> };</div><div class="line"><a name="l00202"></a><span class="lineno"> 202</span> </div><div class="line"><a name="l00205"></a><span class="lineno"> 205</span> <span class="keyword">template</span> <</div><div class="line"><a name="l00207"></a><span class="lineno"> 207</span>  <span class="keyword">typename</span> ElementA,</div><div class="line"><a name="l00209"></a><span class="lineno"> 209</span>  <span class="keywordtype">int</span> kAlignmentA,</div><div class="line"><a name="l00211"></a><span class="lineno"> 211</span>  <span class="keyword">typename</span> ElementB,</div><div class="line"><a name="l00213"></a><span class="lineno"> 213</span>  <span class="keywordtype">int</span> kAlignmentB,</div><div class="line"><a name="l00215"></a><span class="lineno"> 215</span>  <span class="keyword">typename</span> ElementC,</div><div class="line"><a name="l00217"></a><span class="lineno"> 217</span>  <span class="keyword">typename</span> ThreadblockShape,</div><div class="line"><a name="l00219"></a><span class="lineno"> 219</span>  <span class="keyword">typename</span> WarpShape,</div><div class="line"><a name="l00221"></a><span class="lineno"> 221</span>  <span class="keyword">typename</span> InstructionShape,</div><div class="line"><a name="l00223"></a><span class="lineno"> 223</span>  <span class="keyword">typename</span> EpilogueOutputOp,</div><div class="line"><a name="l00225"></a><span class="lineno"> 225</span>  <span class="keyword">typename</span> ThreadblockSwizzle,</div><div class="line"><a name="l00227"></a><span class="lineno"> 227</span>  <span class="keywordtype">int</span> InterleavedK,</div><div class="line"><a name="l00230"></a><span class="lineno"> 230</span>  <span class="keywordtype">bool</span> SplitKSerial,</div><div class="line"><a name="l00232"></a><span class="lineno"> 232</span>  <span class="keyword">typename</span> Operator,</div><div class="line"><a name="l00234"></a><span class="lineno"> 234</span>  <span class="keywordtype">bool</span> IsBetaZero></div><div class="line"><a name="l00235"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01layout_1_1ColumnMajorInterleave661fe54d13cc2c9153dcdf31e4beaa30.html"> 235</a></span> <span class="keyword">struct </span><a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm.html">DefaultGemm</a><ElementA, layout::ColumnMajorInterleaved<InterleavedK>,</div><div class="line"><a name="l00236"></a><span class="lineno"> 236</span>  kAlignmentA, ElementB,</div><div class="line"><a name="l00237"></a><span class="lineno"> 237</span>  <a class="code" href="structcutlass_1_1layout_1_1RowMajorInterleaved.html">layout::RowMajorInterleaved</a><InterleavedK>, kAlignmentB,</div><div class="line"><a name="l00238"></a><span class="lineno"> 238</span>  ElementC, <a class="code" href="structcutlass_1_1layout_1_1ColumnMajorInterleaved.html">layout::ColumnMajorInterleaved</a><InterleavedK>,</div><div class="line"><a name="l00239"></a><span class="lineno"> 239</span>  int32_t, arch::OpClassTensorOp, <a class="code" href="structcutlass_1_1arch_1_1Sm75.html">arch::Sm75</a>, ThreadblockShape,</div><div class="line"><a name="l00240"></a><span class="lineno"> 240</span>  WarpShape, InstructionShape, EpilogueOutputOp,</div><div class="line"><a name="l00241"></a><span class="lineno"> 241</span>  ThreadblockSwizzle, 2, SplitKSerial, Operator, IsBetaZero> {</div><div class="line"><a name="l00242"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01layout_1_1ColumnMajorInterleave661fe54d13cc2c9153dcdf31e4beaa30.html#a191985619d1f91de3261c6fcb13a7756"> 242</a></span>  <span class="keyword">using</span> LayoutA = <a class="code" href="structcutlass_1_1layout_1_1ColumnMajorInterleaved.html">layout::ColumnMajorInterleaved<InterleavedK></a>;</div><div class="line"><a name="l00243"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01layout_1_1ColumnMajorInterleave661fe54d13cc2c9153dcdf31e4beaa30.html#a8a5df77ecc67dd02845c94037d1189ab"> 243</a></span>  <span class="keyword">using</span> LayoutB = <a class="code" href="structcutlass_1_1layout_1_1RowMajorInterleaved.html">layout::RowMajorInterleaved<InterleavedK></a>;</div><div class="line"><a name="l00244"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01layout_1_1ColumnMajorInterleave661fe54d13cc2c9153dcdf31e4beaa30.html#ade9ce4cd8a7c4b66d7c89a57e9cd9dad"> 244</a></span>  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1layout_1_1ColumnMajorInterleaved.html">LayoutC</a> = <a class="code" href="structcutlass_1_1layout_1_1ColumnMajorInterleaved.html">layout::ColumnMajorInterleaved<InterleavedK></a>;</div><div class="line"><a name="l00245"></a><span class="lineno"> 245</span> </div><div class="line"><a name="l00246"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01layout_1_1ColumnMajorInterleave661fe54d13cc2c9153dcdf31e4beaa30.html#a4551950e0a9894f68597dfd00ab0ba5e"> 246</a></span>  <span class="keyword">using</span> ElementAccumulator = int32_t;</div><div class="line"><a name="l00247"></a><span class="lineno"> 247</span> </div><div class="line"><a name="l00249"></a><span class="lineno"> 249</span>  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01layout_1_1ColumnMajorInterleave661fe54d13cc2c9153dcdf31e4beaa30.html#a3ff721fd6df7783d2481ff466ef9041b">Mma</a> = <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultMma.html">cutlass::gemm::threadblock::DefaultMma</a><</div><div class="line"><a name="l00250"></a><span class="lineno"> 250</span>  ElementA, LayoutA, kAlignmentA, ElementB, LayoutB, kAlignmentB, ElementAccumulator, <a class="code" href="structcutlass_1_1layout_1_1ColumnMajorInterleaved.html">LayoutC</a>,</div><div class="line"><a name="l00251"></a><span class="lineno"> 251</span>  arch::OpClassTensorOp, <a class="code" href="structcutlass_1_1arch_1_1Sm75.html">arch::Sm75</a>, ThreadblockShape, WarpShape,</div><div class="line"><a name="l00252"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01layout_1_1ColumnMajorInterleave661fe54d13cc2c9153dcdf31e4beaa30.html#a3ff721fd6df7783d2481ff466ef9041b"> 252</a></span>  InstructionShape, 2, Operator, <span class="keyword">true</span>>::ThreadblockMma;</div><div class="line"><a name="l00253"></a><span class="lineno"> 253</span> </div><div class="line"><a name="l00254"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01layout_1_1ColumnMajorInterleave661fe54d13cc2c9153dcdf31e4beaa30.html#af94be2526f82454dbd71d94c9b46b57b"> 254</a></span>  <span class="keyword">static</span> <span class="keyword">const</span> <span class="keywordtype">int</span> kPartitionsK = ThreadblockShape::kK / WarpShape::kK;</div><div class="line"><a name="l00255"></a><span class="lineno"> 255</span> </div><div class="line"><a name="l00257"></a><span class="lineno"> 257</span>  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01layout_1_1ColumnMajorInterleave661fe54d13cc2c9153dcdf31e4beaa30.html#a783138201801f2fa054aa7bc21a8933b">Epilogue</a> = <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultInterleavedEpilogueTensorOp.html">cutlass::epilogue::threadblock::</a></div><div class="line"><a name="l00258"></a><span class="lineno"> 258</span> <a class="code" href="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultInterleavedEpilogueTensorOp.html"> DefaultInterleavedEpilogueTensorOp</a><</div><div class="line"><a name="l00259"></a><span class="lineno"> 259</span>  ThreadblockShape, <span class="keyword">typename</span> Mma::Operator, kPartitionsK, EpilogueOutputOp,</div><div class="line"><a name="l00260"></a><span class="lineno"> 260</span>  64 / <a class="code" href="structcutlass_1_1sizeof__bits.html">sizeof_bits<ElementC>::value</a>, InterleavedK,</div><div class="line"><a name="l00261"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01layout_1_1ColumnMajorInterleave661fe54d13cc2c9153dcdf31e4beaa30.html#a783138201801f2fa054aa7bc21a8933b"> 261</a></span>  IsBetaZero><a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01layout_1_1ColumnMajorInterleave661fe54d13cc2c9153dcdf31e4beaa30.html#a783138201801f2fa054aa7bc21a8933b">::Epilogue</a>;</div><div class="line"><a name="l00262"></a><span class="lineno"> 262</span> </div><div class="line"><a name="l00264"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01layout_1_1ColumnMajorInterleave661fe54d13cc2c9153dcdf31e4beaa30.html#a97df542c9052ea6a72972aedfd3b3d7e"> 264</a></span>  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1Gemm.html">GemmKernel</a> = <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1Gemm.html">kernel::Gemm<Mma, Epilogue, ThreadblockSwizzle, SplitKSerial></a>;</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> </div><div class="line"><a name="l00268"></a><span class="lineno"> 268</span> </div><div class="line"><a name="l00269"></a><span class="lineno"> 269</span> </div><div class="line"><a name="l00271"></a><span class="lineno"> 271</span> <span class="keyword">template</span> <</div><div class="line"><a name="l00273"></a><span class="lineno"> 273</span>  <span class="keyword">typename</span> ElementA,</div><div class="line"><a name="l00275"></a><span class="lineno"> 275</span>  <span class="keyword">typename</span> LayoutA,</div><div class="line"><a name="l00277"></a><span class="lineno"> 277</span>  <span class="keywordtype">int</span> kAlignmentA,</div><div class="line"><a name="l00279"></a><span class="lineno"> 279</span>  <span class="keyword">typename</span> ElementB,</div><div class="line"><a name="l00281"></a><span class="lineno"> 281</span>  <span class="keyword">typename</span> LayoutB,</div><div class="line"><a name="l00283"></a><span class="lineno"> 283</span>  <span class="keywordtype">int</span> kAlignmentB,</div><div class="line"><a name="l00285"></a><span class="lineno"> 285</span>  <span class="keyword">typename</span> ElementC,</div><div class="line"><a name="l00287"></a><span class="lineno"> 287</span>  <span class="keyword">typename</span> ElementAccumulator,</div><div class="line"><a name="l00289"></a><span class="lineno"> 289</span>  <span class="keyword">typename</span> ThreadblockShape,</div><div class="line"><a name="l00291"></a><span class="lineno"> 291</span>  <span class="keyword">typename</span> WarpShape,</div><div class="line"><a name="l00293"></a><span class="lineno"> 293</span>  <span class="keyword">typename</span> EpilogueOutputOp,</div><div class="line"><a name="l00295"></a><span class="lineno"> 295</span>  <span class="keyword">typename</span> ThreadblockSwizzle,</div><div class="line"><a name="l00297"></a><span class="lineno"> 297</span>  <span class="keywordtype">bool</span> SplitKSerial,</div><div class="line"><a name="l00299"></a><span class="lineno"> 299</span>  <span class="keyword">typename</span> Operator</div><div class="line"><a name="l00300"></a><span class="lineno"> 300</span> ></div><div class="line"><a name="l00301"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01E044b039b2fe402f29b04a9f5feee5342.html"> 301</a></span> <span class="keyword">struct </span><a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm.html">DefaultGemm</a><</div><div class="line"><a name="l00302"></a><span class="lineno"> 302</span>  ElementA, LayoutA, kAlignmentA,</div><div class="line"><a name="l00303"></a><span class="lineno"> 303</span>  ElementB, LayoutB, kAlignmentB,</div><div class="line"><a name="l00304"></a><span class="lineno"> 304</span>  ElementC, layout::RowMajor,</div><div class="line"><a name="l00305"></a><span class="lineno"> 305</span>  ElementAccumulator,</div><div class="line"><a name="l00306"></a><span class="lineno"> 306</span>  arch::OpClassTensorOp,</div><div class="line"><a name="l00307"></a><span class="lineno"> 307</span>  <a class="code" href="structcutlass_1_1arch_1_1Sm70.html">arch::Sm70</a>,</div><div class="line"><a name="l00308"></a><span class="lineno"> 308</span>  ThreadblockShape,</div><div class="line"><a name="l00309"></a><span class="lineno"> 309</span>  WarpShape,</div><div class="line"><a name="l00310"></a><span class="lineno"> 310</span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">GemmShape</a><8, 8, 4>,</div><div class="line"><a name="l00311"></a><span class="lineno"> 311</span>  EpilogueOutputOp,</div><div class="line"><a name="l00312"></a><span class="lineno"> 312</span>  ThreadblockSwizzle,</div><div class="line"><a name="l00313"></a><span class="lineno"> 313</span>  2,</div><div class="line"><a name="l00314"></a><span class="lineno"> 314</span>  SplitKSerial,</div><div class="line"><a name="l00315"></a><span class="lineno"> 315</span>  Operator</div><div class="line"><a name="l00316"></a><span class="lineno"> 316</span> > {</div><div class="line"><a name="l00317"></a><span class="lineno"> 317</span> </div><div class="line"><a name="l00319"></a><span class="lineno"> 319</span>  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01E044b039b2fe402f29b04a9f5feee5342.html#aa24fd6fd5e9ab4de4e0edec3226e044b">Mma</a> = <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultMma.html">cutlass::gemm::threadblock::DefaultMma</a><</div><div class="line"><a name="l00320"></a><span class="lineno"> 320</span>  ElementA,</div><div class="line"><a name="l00321"></a><span class="lineno"> 321</span>  LayoutA,</div><div class="line"><a name="l00322"></a><span class="lineno"> 322</span>  kAlignmentA,</div><div class="line"><a name="l00323"></a><span class="lineno"> 323</span>  ElementB,</div><div class="line"><a name="l00324"></a><span class="lineno"> 324</span>  LayoutB,</div><div class="line"><a name="l00325"></a><span class="lineno"> 325</span>  kAlignmentB,</div><div class="line"><a name="l00326"></a><span class="lineno"> 326</span>  ElementAccumulator,</div><div class="line"><a name="l00327"></a><span class="lineno"> 327</span>  <a class="code" href="classcutlass_1_1layout_1_1RowMajor.html">layout::RowMajor</a>,</div><div class="line"><a name="l00328"></a><span class="lineno"> 328</span>  arch::OpClassTensorOp,</div><div class="line"><a name="l00329"></a><span class="lineno"> 329</span>  <a class="code" href="structcutlass_1_1arch_1_1Sm70.html">arch::Sm70</a>,</div><div class="line"><a name="l00330"></a><span class="lineno"> 330</span>  ThreadblockShape,</div><div class="line"><a name="l00331"></a><span class="lineno"> 331</span>  WarpShape,</div><div class="line"><a name="l00332"></a><span class="lineno"> 332</span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">GemmShape<8, 8, 4></a>,</div><div class="line"><a name="l00333"></a><span class="lineno"> 333</span>  2,</div><div class="line"><a name="l00334"></a><span class="lineno"> 334</span>  Operator</div><div class="line"><a name="l00335"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01E044b039b2fe402f29b04a9f5feee5342.html#aa24fd6fd5e9ab4de4e0edec3226e044b"> 335</a></span>  >::ThreadblockMma;</div><div class="line"><a name="l00336"></a><span class="lineno"> 336</span> </div><div class="line"><a name="l00337"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01E044b039b2fe402f29b04a9f5feee5342.html#a2ba377a0d4fedf2373b43407c7d67507"> 337</a></span>  <span class="keyword">static</span> <span class="keyword">const</span> <span class="keywordtype">int</span> kPartitionsK = ThreadblockShape::kK / WarpShape::kK;</div><div class="line"><a name="l00338"></a><span class="lineno"> 338</span> </div><div class="line"><a name="l00340"></a><span class="lineno"> 340</span>  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01E044b039b2fe402f29b04a9f5feee5342.html#a39c63f9ec6ae91ac66ff51f7e132b27d">Epilogue</a> = <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueVoltaTensorOp.html">cutlass::epilogue::threadblock::DefaultEpilogueVoltaTensorOp</a><</div><div class="line"><a name="l00341"></a><span class="lineno"> 341</span>  ThreadblockShape,</div><div class="line"><a name="l00342"></a><span class="lineno"> 342</span>  <span class="keyword">typename</span> Mma::Operator,</div><div class="line"><a name="l00343"></a><span class="lineno"> 343</span>  kPartitionsK,</div><div class="line"><a name="l00344"></a><span class="lineno"> 344</span>  EpilogueOutputOp,</div><div class="line"><a name="l00345"></a><span class="lineno"> 345</span>  EpilogueOutputOp::kCount</div><div class="line"><a name="l00346"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01E044b039b2fe402f29b04a9f5feee5342.html#a39c63f9ec6ae91ac66ff51f7e132b27d"> 346</a></span>  ><a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01E044b039b2fe402f29b04a9f5feee5342.html#a39c63f9ec6ae91ac66ff51f7e132b27d">::Epilogue</a>;</div><div class="line"><a name="l00347"></a><span class="lineno"> 347</span> </div><div class="line"><a name="l00349"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01E044b039b2fe402f29b04a9f5feee5342.html#a4082381a6409757ed048517dfdb93b91"> 349</a></span>  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1Gemm.html">GemmKernel</a> = <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1Gemm.html">kernel::Gemm<Mma, Epilogue, ThreadblockSwizzle, SplitKSerial></a>;</div><div class="line"><a name="l00350"></a><span class="lineno"> 350</span> };</div><div class="line"><a name="l00351"></a><span class="lineno"> 351</span> </div><div class="line"><a name="l00353"></a><span class="lineno"> 353</span> </div><div class="line"><a name="l00355"></a><span class="lineno"> 355</span> <span class="keyword">template</span> <</div><div class="line"><a name="l00357"></a><span class="lineno"> 357</span>  <span class="keyword">typename</span> ElementA,</div><div class="line"><a name="l00359"></a><span class="lineno"> 359</span>  <span class="keyword">typename</span> LayoutA,</div><div class="line"><a name="l00361"></a><span class="lineno"> 361</span>  <span class="keywordtype">int</span> kAlignmentA,</div><div class="line"><a name="l00363"></a><span class="lineno"> 363</span>  <span class="keyword">typename</span> ElementB,</div><div class="line"><a name="l00365"></a><span class="lineno"> 365</span>  <span class="keyword">typename</span> LayoutB,</div><div class="line"><a name="l00367"></a><span class="lineno"> 367</span>  <span class="keywordtype">int</span> kAlignmentB,</div><div class="line"><a name="l00369"></a><span class="lineno"> 369</span>  <span class="keyword">typename</span> ElementC,</div><div class="line"><a name="l00371"></a><span class="lineno"> 371</span>  <span class="keyword">typename</span> ElementAccumulator,</div><div class="line"><a name="l00373"></a><span class="lineno"> 373</span>  <span class="keyword">typename</span> ArchTag,</div><div class="line"><a name="l00375"></a><span class="lineno"> 375</span>  <span class="keyword">typename</span> ThreadblockShape,</div><div class="line"><a name="l00377"></a><span class="lineno"> 377</span>  <span class="keyword">typename</span> WarpShape,</div><div class="line"><a name="l00379"></a><span class="lineno"> 379</span>  <span class="keyword">typename</span> EpilogueOutputOp,</div><div class="line"><a name="l00381"></a><span class="lineno"> 381</span>  <span class="keyword">typename</span> ThreadblockSwizzle,</div><div class="line"><a name="l00383"></a><span class="lineno"> 383</span>  <span class="keywordtype">bool</span> SplitKSerial,</div><div class="line"><a name="l00385"></a><span class="lineno"> 385</span>  <span class="keyword">typename</span> Operator</div><div class="line"><a name="l00386"></a><span class="lineno"> 386</span>  ></div><div class="line"><a name="l00387"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01Edd80343e6570718ed237122e4ebf7fb5.html"> 387</a></span> <span class="keyword">struct </span><a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm.html">DefaultGemm</a><</div><div class="line"><a name="l00388"></a><span class="lineno"> 388</span>  ElementA,</div><div class="line"><a name="l00389"></a><span class="lineno"> 389</span>  LayoutA,</div><div class="line"><a name="l00390"></a><span class="lineno"> 390</span>  kAlignmentA,</div><div class="line"><a name="l00391"></a><span class="lineno"> 391</span>  ElementB,</div><div class="line"><a name="l00392"></a><span class="lineno"> 392</span>  LayoutB,</div><div class="line"><a name="l00393"></a><span class="lineno"> 393</span>  kAlignmentB,</div><div class="line"><a name="l00394"></a><span class="lineno"> 394</span>  ElementC,</div><div class="line"><a name="l00395"></a><span class="lineno"> 395</span>  layout::RowMajor,</div><div class="line"><a name="l00396"></a><span class="lineno"> 396</span>  ElementAccumulator,</div><div class="line"><a name="l00397"></a><span class="lineno"> 397</span>  arch::OpClassSimt,</div><div class="line"><a name="l00398"></a><span class="lineno"> 398</span>  ArchTag,</div><div class="line"><a name="l00399"></a><span class="lineno"> 399</span>  ThreadblockShape,</div><div class="line"><a name="l00400"></a><span class="lineno"> 400</span>  WarpShape,</div><div class="line"><a name="l00401"></a><span class="lineno"> 401</span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">GemmShape</a><1, 1, 1>,</div><div class="line"><a name="l00402"></a><span class="lineno"> 402</span>  EpilogueOutputOp,</div><div class="line"><a name="l00403"></a><span class="lineno"> 403</span>  ThreadblockSwizzle,</div><div class="line"><a name="l00404"></a><span class="lineno"> 404</span>  2,</div><div class="line"><a name="l00405"></a><span class="lineno"> 405</span>  SplitKSerial,</div><div class="line"><a name="l00406"></a><span class="lineno"> 406</span>  Operator> {</div><div class="line"><a name="l00408"></a><span class="lineno"> 408</span>  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01Edd80343e6570718ed237122e4ebf7fb5.html#a2582e9547846a602ce69e9b9ba445393">Mma</a> = <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultMma.html">cutlass::gemm::threadblock::DefaultMma</a><</div><div class="line"><a name="l00409"></a><span class="lineno"> 409</span>  ElementA,</div><div class="line"><a name="l00410"></a><span class="lineno"> 410</span>  LayoutA,</div><div class="line"><a name="l00411"></a><span class="lineno"> 411</span>  kAlignmentA,</div><div class="line"><a name="l00412"></a><span class="lineno"> 412</span>  ElementB,</div><div class="line"><a name="l00413"></a><span class="lineno"> 413</span>  LayoutB,</div><div class="line"><a name="l00414"></a><span class="lineno"> 414</span>  kAlignmentB,</div><div class="line"><a name="l00415"></a><span class="lineno"> 415</span>  ElementAccumulator,</div><div class="line"><a name="l00416"></a><span class="lineno"> 416</span>  <a class="code" href="classcutlass_1_1layout_1_1RowMajor.html">layout::RowMajor</a>,</div><div class="line"><a name="l00417"></a><span class="lineno"> 417</span>  arch::OpClassSimt,</div><div class="line"><a name="l00418"></a><span class="lineno"> 418</span>  <a class="code" href="structcutlass_1_1arch_1_1Sm50.html">arch::Sm50</a>,</div><div class="line"><a name="l00419"></a><span class="lineno"> 419</span>  ThreadblockShape,</div><div class="line"><a name="l00420"></a><span class="lineno"> 420</span>  WarpShape,</div><div class="line"><a name="l00421"></a><span class="lineno"> 421</span>  <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">GemmShape<1, 1, 1></a>,</div><div class="line"><a name="l00422"></a><span class="lineno"> 422</span>  2,</div><div class="line"><a name="l00423"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01Edd80343e6570718ed237122e4ebf7fb5.html#a2582e9547846a602ce69e9b9ba445393"> 423</a></span>  Operator>::ThreadblockMma;</div><div class="line"><a name="l00424"></a><span class="lineno"> 424</span> </div><div class="line"><a name="l00425"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01Edd80343e6570718ed237122e4ebf7fb5.html#a168e0b333a9a3d867e994db59a6d8d12"> 425</a></span>  <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> kEpilogueElementsPerAccess = EpilogueOutputOp::kCount;</div><div class="line"><a name="l00426"></a><span class="lineno"> 426</span>  <a class="code" href="platform_8h.html#adde4c9ea91b753491851361a4198c009">static_assert</a>(kEpilogueElementsPerAccess == 1, <span class="stringliteral">"simt epilogue must operate on scalars"</span>);</div><div class="line"><a name="l00427"></a><span class="lineno"> 427</span> </div><div class="line"><a name="l00429"></a><span class="lineno"> 429</span>  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01Edd80343e6570718ed237122e4ebf7fb5.html#a9313414846dc9ae891e73793e4781c5c">Epilogue</a> = <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueSimt.html">cutlass::epilogue::threadblock::DefaultEpilogueSimt</a><</div><div class="line"><a name="l00430"></a><span class="lineno"> 430</span>  ThreadblockShape,</div><div class="line"><a name="l00431"></a><span class="lineno"> 431</span>  <span class="keyword">typename</span> Mma::Operator,</div><div class="line"><a name="l00432"></a><span class="lineno"> 432</span>  EpilogueOutputOp,</div><div class="line"><a name="l00433"></a><span class="lineno"> 433</span>  kEpilogueElementsPerAccess</div><div class="line"><a name="l00434"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01Edd80343e6570718ed237122e4ebf7fb5.html#a9313414846dc9ae891e73793e4781c5c"> 434</a></span>  ><a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01Edd80343e6570718ed237122e4ebf7fb5.html#a9313414846dc9ae891e73793e4781c5c">::Epilogue</a>;</div><div class="line"><a name="l00435"></a><span class="lineno"> 435</span> </div><div class="line"><a name="l00437"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01Edd80343e6570718ed237122e4ebf7fb5.html#ae9a5534db0472588efd37a632203685c"> 437</a></span>  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1Gemm.html">GemmKernel</a> = <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1Gemm.html">kernel::Gemm<Mma, Epilogue, ThreadblockSwizzle, SplitKSerial></a>;</div><div class="line"><a name="l00438"></a><span class="lineno"> 438</span> };</div><div class="line"><a name="l00439"></a><span class="lineno"> 439</span> </div><div class="line"><a name="l00441"></a><span class="lineno"> 441</span> </div><div class="line"><a name="l00444"></a><span class="lineno"> 444</span> </div><div class="line"><a name="l00445"></a><span class="lineno"> 445</span> <span class="keyword">template</span> <</div><div class="line"><a name="l00447"></a><span class="lineno"> 447</span>  <span class="keyword">typename</span> LayoutA,</div><div class="line"><a name="l00449"></a><span class="lineno"> 449</span>  <span class="keywordtype">int</span> kAlignmentA,</div><div class="line"><a name="l00451"></a><span class="lineno"> 451</span>  <span class="keyword">typename</span> LayoutB,</div><div class="line"><a name="l00453"></a><span class="lineno"> 453</span>  <span class="keywordtype">int</span> kAlignmentB,</div><div class="line"><a name="l00455"></a><span class="lineno"> 455</span>  <span class="keyword">typename</span> LayoutC,</div><div class="line"><a name="l00457"></a><span class="lineno"> 457</span>  <span class="keyword">typename</span> ElementC,</div><div class="line"><a name="l00459"></a><span class="lineno"> 459</span>  <span class="keyword">typename</span> ArchTag,</div><div class="line"><a name="l00461"></a><span class="lineno"> 461</span>  <span class="keyword">typename</span> ElementAccumulator,</div><div class="line"><a name="l00463"></a><span class="lineno"> 463</span>  <span class="keyword">typename</span> ThreadblockShape,</div><div class="line"><a name="l00465"></a><span class="lineno"> 465</span>  <span class="keyword">typename</span> WarpShape,</div><div class="line"><a name="l00467"></a><span class="lineno"> 467</span>  <span class="keyword">typename</span> EpilogueOutputOp,</div><div class="line"><a name="l00469"></a><span class="lineno"> 469</span>  <span class="keyword">typename</span> ThreadblockSwizzle,</div><div class="line"><a name="l00472"></a><span class="lineno"> 472</span>  <span class="keywordtype">bool</span> SplitKSerial,</div><div class="line"><a name="l00474"></a><span class="lineno"> 474</span>  <span class="keyword">typename</span> Operator></div><div class="line"><a name="l00475"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815.html"> 475</a></span> <span class="keyword">struct </span><a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm.html">DefaultGemm</a><int8_t, LayoutA, kAlignmentA, int8_t, LayoutB, kAlignmentB,</div><div class="line"><a name="l00476"></a><span class="lineno"> 476</span>  ElementC, LayoutC, ElementAccumulator, arch::OpClassSimt,</div><div class="line"><a name="l00477"></a><span class="lineno"> 477</span>  ArchTag, ThreadblockShape, WarpShape, <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">GemmShape</a><1, 1, 4>,</div><div class="line"><a name="l00478"></a><span class="lineno"> 478</span>  EpilogueOutputOp, ThreadblockSwizzle, 2, SplitKSerial,</div><div class="line"><a name="l00479"></a><span class="lineno"> 479</span>  Operator, false> {</div><div class="line"><a name="l00480"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815.html#a4c8d0c1325787bba28ee7bf554839070"> 480</a></span>  <span class="keyword">using</span> InstructionShape = <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">GemmShape<1, 1, 4></a>;</div><div class="line"><a name="l00481"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815.html#a1d734b7aae00825f298d3eb6e26adfbc"> 481</a></span>  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815.html#a1d734b7aae00825f298d3eb6e26adfbc">ElementA</a> = int8_t;</div><div class="line"><a name="l00482"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815.html#ad17f4943855a049325765b741bead50a"> 482</a></span>  <span class="keyword">using</span> ElementB = int8_t;</div><div class="line"><a name="l00483"></a><span class="lineno"> 483</span> </div><div class="line"><a name="l00484"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815.html#a7cb5a75f551955069a6b43eb5f88d885"> 484</a></span>  <span class="keyword">using</span> OperatorClass = arch::OpClassSimt;</div><div class="line"><a name="l00486"></a><span class="lineno"> 486</span>  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815.html#a9c029aa1ac8275a18aeaefa8a4469dfb">Mma</a> = <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultMma.html">cutlass::gemm::threadblock::DefaultMma</a><<a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815.html#a1d734b7aae00825f298d3eb6e26adfbc">ElementA</a>,</div><div class="line"><a name="l00487"></a><span class="lineno"> 487</span>  LayoutA,</div><div class="line"><a name="l00488"></a><span class="lineno"> 488</span>  kAlignmentA,</div><div class="line"><a name="l00489"></a><span class="lineno"> 489</span>  ElementB,</div><div class="line"><a name="l00490"></a><span class="lineno"> 490</span>  LayoutB,</div><div class="line"><a name="l00491"></a><span class="lineno"> 491</span>  kAlignmentB,</div><div class="line"><a name="l00492"></a><span class="lineno"> 492</span>  ElementAccumulator,</div><div class="line"><a name="l00493"></a><span class="lineno"> 493</span>  LayoutC,</div><div class="line"><a name="l00494"></a><span class="lineno"> 494</span>  arch::OpClassSimt,</div><div class="line"><a name="l00495"></a><span class="lineno"> 495</span>  <a class="code" href="structcutlass_1_1arch_1_1Sm50.html">arch::Sm50</a>,</div><div class="line"><a name="l00496"></a><span class="lineno"> 496</span>  ThreadblockShape,</div><div class="line"><a name="l00497"></a><span class="lineno"> 497</span>  WarpShape,</div><div class="line"><a name="l00498"></a><span class="lineno"> 498</span>  InstructionShape,</div><div class="line"><a name="l00499"></a><span class="lineno"> 499</span>  2,</div><div class="line"><a name="l00500"></a><span class="lineno"> 500</span>  Operator,</div><div class="line"><a name="l00501"></a><span class="lineno"> 501</span>  <span class="keyword">false</span></div><div class="line"><a name="l00502"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815.html#a9c029aa1ac8275a18aeaefa8a4469dfb"> 502</a></span>  >::ThreadblockMma;</div><div class="line"><a name="l00503"></a><span class="lineno"> 503</span> </div><div class="line"><a name="l00504"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815.html#ad2025c61a9ca42ea22fbf62e8a38e632"> 504</a></span>  <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> kEpilogueElementsPerAccess = EpilogueOutputOp::kCount;</div><div class="line"><a name="l00505"></a><span class="lineno"> 505</span>  <a class="code" href="platform_8h.html#adde4c9ea91b753491851361a4198c009">static_assert</a>(kEpilogueElementsPerAccess == 1, <span class="stringliteral">"simt epilogue must operate on scalars"</span>);</div><div class="line"><a name="l00506"></a><span class="lineno"> 506</span> </div><div class="line"><a name="l00508"></a><span class="lineno"> 508</span>  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815.html#ae0d8ea41b9464dd460c7dc205fcaf1a3">Epilogue</a> = <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueSimt.html">cutlass::epilogue::threadblock::DefaultEpilogueSimt</a><</div><div class="line"><a name="l00509"></a><span class="lineno"> 509</span>  ThreadblockShape,</div><div class="line"><a name="l00510"></a><span class="lineno"> 510</span>  <span class="keyword">typename</span> Mma::Operator,</div><div class="line"><a name="l00511"></a><span class="lineno"> 511</span>  EpilogueOutputOp,</div><div class="line"><a name="l00512"></a><span class="lineno"> 512</span>  kEpilogueElementsPerAccess</div><div class="line"><a name="l00513"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815.html#ae0d8ea41b9464dd460c7dc205fcaf1a3"> 513</a></span>  ><a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815.html#ae0d8ea41b9464dd460c7dc205fcaf1a3">::Epilogue</a>;</div><div class="line"><a name="l00514"></a><span class="lineno"> 514</span> </div><div class="line"><a name="l00516"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815.html#ad1951144aeb04c35900ab59ab7d0d9ef"> 516</a></span>  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1Gemm.html">GemmKernel</a> = <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1Gemm.html">kernel::Gemm<Mma, Epilogue, ThreadblockSwizzle, SplitKSerial></a>;</div><div class="line"><a name="l00517"></a><span class="lineno"> 517</span> };</div><div class="line"><a name="l00518"></a><span class="lineno"> 518</span> </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> <span class="preprocessor">#if defined(CUTLASS_ARCH_WMMA_ENABLED)</span></div><div class="line"><a name="l00521"></a><span class="lineno"> 521</span> <span class="keyword">template</span> <</div><div class="line"><a name="l00525"></a><span class="lineno"> 525</span>  <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815.html#a1d734b7aae00825f298d3eb6e26adfbc">ElementA</a>,</div><div class="line"><a name="l00527"></a><span class="lineno"> 527</span>  <span class="keyword">typename</span> LayoutA,</div><div class="line"><a name="l00529"></a><span class="lineno"> 529</span>  <span class="keywordtype">int</span> kAlignmentA,</div><div class="line"><a name="l00531"></a><span class="lineno"> 531</span>  <span class="keyword">typename</span> ElementB,</div><div class="line"><a name="l00533"></a><span class="lineno"> 533</span>  <span class="keyword">typename</span> LayoutB,</div><div class="line"><a name="l00535"></a><span class="lineno"> 535</span>  <span class="keywordtype">int</span> kAlignmentB,</div><div class="line"><a name="l00537"></a><span class="lineno"> 537</span>  <span class="keyword">typename</span> ElementC,</div><div class="line"><a name="l00539"></a><span class="lineno"> 539</span>  <span class="keyword">typename</span> LayoutC,</div><div class="line"><a name="l00541"></a><span class="lineno"> 541</span>  <span class="keyword">typename</span> ElementAccumulator,</div><div class="line"><a name="l00543"></a><span class="lineno"> 543</span>  <span class="keyword">typename</span> ArchTag,</div><div class="line"><a name="l00545"></a><span class="lineno"> 545</span>  <span class="keyword">typename</span> ThreadblockShape,</div><div class="line"><a name="l00547"></a><span class="lineno"> 547</span>  <span class="keyword">typename</span> WarpShape,</div><div class="line"><a name="l00549"></a><span class="lineno"> 549</span>  <span class="keyword">typename</span> InstructionShape,</div><div class="line"><a name="l00551"></a><span class="lineno"> 551</span>  <span class="keyword">typename</span> EpilogueOutputOp,</div><div class="line"><a name="l00553"></a><span class="lineno"> 553</span>  <span class="keyword">typename</span> ThreadblockSwizzle,</div><div class="line"><a name="l00555"></a><span class="lineno"> 555</span>  <span class="keywordtype">int</span> Stages,</div><div class="line"><a name="l00558"></a><span class="lineno"> 558</span>  <span class="keywordtype">bool</span> SplitKSerial,</div><div class="line"><a name="l00560"></a><span class="lineno"> 560</span>  <span class="keyword">typename</span> Operator> </div><div class="line"><a name="l00561"></a><span class="lineno"> 561</span> <span class="keyword">struct </span><a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm.html">DefaultGemm</a><</div><div class="line"><a name="l00562"></a><span class="lineno"> 562</span>  <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815.html#a1d734b7aae00825f298d3eb6e26adfbc">ElementA</a>, LayoutA, kAlignmentA, </div><div class="line"><a name="l00563"></a><span class="lineno"> 563</span>  ElementB, LayoutB, kAlignmentB, </div><div class="line"><a name="l00564"></a><span class="lineno"> 564</span>  ElementC, LayoutC, </div><div class="line"><a name="l00565"></a><span class="lineno"> 565</span>  ElementAccumulator, </div><div class="line"><a name="l00566"></a><span class="lineno"> 566</span>  arch::OpClassWmmaTensorOp,</div><div class="line"><a name="l00567"></a><span class="lineno"> 567</span>  ArchTag, </div><div class="line"><a name="l00568"></a><span class="lineno"> 568</span>  ThreadblockShape, WarpShape, InstructionShape,</div><div class="line"><a name="l00569"></a><span class="lineno"> 569</span>  EpilogueOutputOp, </div><div class="line"><a name="l00570"></a><span class="lineno"> 570</span>  ThreadblockSwizzle, </div><div class="line"><a name="l00571"></a><span class="lineno"> 571</span>  Stages, </div><div class="line"><a name="l00572"></a><span class="lineno"> 572</span>  SplitKSerial,</div><div class="line"><a name="l00573"></a><span class="lineno"> 573</span>  Operator> {</div><div class="line"><a name="l00575"></a><span class="lineno"> 575</span>  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815.html#a9c029aa1ac8275a18aeaefa8a4469dfb">Mma</a> = <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultMma.html">cutlass::gemm::threadblock::DefaultMma</a><</div><div class="line"><a name="l00576"></a><span class="lineno"> 576</span>  <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815.html#a1d734b7aae00825f298d3eb6e26adfbc">ElementA</a>, LayoutA, kAlignmentA,</div><div class="line"><a name="l00577"></a><span class="lineno"> 577</span>  ElementB, LayoutB, kAlignmentB,</div><div class="line"><a name="l00578"></a><span class="lineno"> 578</span>  ElementAccumulator, LayoutC, </div><div class="line"><a name="l00579"></a><span class="lineno"> 579</span>  arch::OpClassWmmaTensorOp, </div><div class="line"><a name="l00580"></a><span class="lineno"> 580</span>  ArchTag,</div><div class="line"><a name="l00581"></a><span class="lineno"> 581</span>  ThreadblockShape, </div><div class="line"><a name="l00582"></a><span class="lineno"> 582</span>  WarpShape, </div><div class="line"><a name="l00583"></a><span class="lineno"> 583</span>  InstructionShape, </div><div class="line"><a name="l00584"></a><span class="lineno"> 584</span>  Stages,</div><div class="line"><a name="l00585"></a><span class="lineno"> 585</span>  Operator>::ThreadblockMma;</div><div class="line"><a name="l00586"></a><span class="lineno"> 586</span> </div><div class="line"><a name="l00587"></a><span class="lineno"> 587</span>  <span class="keyword">static</span> <span class="keyword">const</span> <span class="keywordtype">int</span> kPartitionsK = ThreadblockShape::kK / WarpShape::kK;</div><div class="line"><a name="l00588"></a><span class="lineno"> 588</span> </div><div class="line"><a name="l00590"></a><span class="lineno"> 590</span>  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815.html#ae0d8ea41b9464dd460c7dc205fcaf1a3">Epilogue</a> = <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueWmmaTensorOp.html">cutlass::epilogue::threadblock::DefaultEpilogueWmmaTensorOp</a><</div><div class="line"><a name="l00591"></a><span class="lineno"> 591</span>  ThreadblockShape,</div><div class="line"><a name="l00592"></a><span class="lineno"> 592</span>  <span class="keyword">typename</span> Mma::Operator, </div><div class="line"><a name="l00593"></a><span class="lineno"> 593</span>  kPartitionsK, </div><div class="line"><a name="l00594"></a><span class="lineno"> 594</span>  EpilogueOutputOp,</div><div class="line"><a name="l00595"></a><span class="lineno"> 595</span>  EpilogueOutputOp::kCount</div><div class="line"><a name="l00596"></a><span class="lineno"> 596</span>  ><a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815.html#ae0d8ea41b9464dd460c7dc205fcaf1a3">::Epilogue</a>;</div><div class="line"><a name="l00597"></a><span class="lineno"> 597</span> </div><div class="line"><a name="l00599"></a><span class="lineno"> 599</span>  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1Gemm.html">GemmKernel</a> = <a class="code" href="structcutlass_1_1gemm_1_1kernel_1_1Gemm.html">kernel::Gemm<Mma, Epilogue, ThreadblockSwizzle, SplitKSerial></a>;</div><div class="line"><a name="l00600"></a><span class="lineno"> 600</span> };</div><div class="line"><a name="l00602"></a><span class="lineno"> 602</span> <span class="preprocessor">#endif //CUTLASS_ARCH_WMMA_ENABLED</span></div><div class="line"><a name="l00603"></a><span class="lineno"> 603</span> </div><div class="line"><a name="l00605"></a><span class="lineno"> 605</span> </div><div class="line"><a name="l00606"></a><span class="lineno"> 606</span> } <span class="comment">// namespace kernel</span></div><div class="line"><a name="l00607"></a><span class="lineno"> 607</span> } <span class="comment">// namespace gemm</span></div><div class="line"><a name="l00608"></a><span class="lineno"> 608</span> } <span class="comment">// namespace cutlass</span></div><div class="ttc" id="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01E044b039b2fe402f29b04a9f5feee5342_html_aa24fd6fd5e9ab4de4e0edec3226e044b"><div class="ttname"><a href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01E044b039b2fe402f29b04a9f5feee5342.html#aa24fd6fd5e9ab4de4e0edec3226e044b">cutlass::gemm::kernel::DefaultGemm< ElementA, LayoutA, kAlignmentA, ElementB, LayoutB, kAlignmentB, ElementC, layout::RowMajor, ElementAccumulator, arch::OpClassTensorOp, arch::Sm70, ThreadblockShape, WarpShape, GemmShape< 8, 8, 4 >, EpilogueOutputOp, ThreadblockSwizzle, 2, SplitKSerial, Operator >::Mma</a></div><div class="ttdeci">typename cutlass::gemm::threadblock::DefaultMma< ElementA, LayoutA, kAlignmentA, ElementB, LayoutB, kAlignmentB, ElementAccumulator, layout::RowMajor, arch::OpClassTensorOp, arch::Sm70, ThreadblockShape, WarpShape, GemmShape< 8, 8, 4 >, 2, Operator >::ThreadblockMma Mma</div><div class="ttdoc">Define the threadblock-scoped matrix multiply-accumulate. </div><div class="ttdef"><b>Definition:</b> default_gemm.h:335</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_html"><div class="ttname"><a href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm.html">cutlass::gemm::kernel::DefaultGemm</a></div><div class="ttdef"><b>Definition:</b> default_gemm.h:116</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01E5d78d37a9ae2ec08d7d477d571df036e_html_a04323cdfbd5109ceabcb5bf31d435798"><div class="ttname"><a href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01E5d78d37a9ae2ec08d7d477d571df036e.html#a04323cdfbd5109ceabcb5bf31d435798">cutlass::gemm::kernel::DefaultGemm< ElementA, LayoutA, kAlignmentA, ElementB, LayoutB, kAlignmentB, ElementC, layout::RowMajor, ElementAccumulator, arch::OpClassTensorOp, arch::Sm75, ThreadblockShape, WarpShape, InstructionShape, EpilogueOutputOp, ThreadblockSwizzle, 2, SplitKSerial, Operator >::Mma</a></div><div class="ttdeci">typename cutlass::gemm::threadblock::DefaultMma< ElementA, LayoutA, kAlignmentA, ElementB, LayoutB, kAlignmentB, ElementAccumulator, layout::RowMajor, arch::OpClassTensorOp, arch::Sm75, ThreadblockShape, WarpShape, InstructionShape, 2, Operator >::ThreadblockMma Mma</div><div class="ttdoc">Define the threadblock-scoped matrix multiply-accumulate. </div><div class="ttdef"><b>Definition:</b> default_gemm.h:186</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_1epilogue_1_1threadblock_1_1DefaultEpilogueSimt_html"><div class="ttname"><a href="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueSimt.html">cutlass::epilogue::threadblock::DefaultEpilogueSimt</a></div><div class="ttdoc">Defines sensible defaults for epilogues for SimtOps. </div><div class="ttdef"><b>Definition:</b> default_epilogue_simt.h:70</div></div>
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<div class="ttc" id="structcutlass_1_1arch_1_1Sm50_html"><div class="ttname"><a href="structcutlass_1_1arch_1_1Sm50.html">cutlass::arch::Sm50</a></div><div class="ttdef"><b>Definition:</b> arch.h:37</div></div>
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<div class="ttc" id="default__epilogue__wmma__tensor__op_8h_html"><div class="ttname"><a href="default__epilogue__wmma__tensor__op_8h.html">default_epilogue_wmma_tensor_op.h</a></div><div class="ttdoc">Epilogue for threadblock scoped GEMMs using Tensor Ops. </div></div>
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<div class="ttc" id="structcutlass_1_1arch_1_1Sm70_html"><div class="ttname"><a href="structcutlass_1_1arch_1_1Sm70.html">cutlass::arch::Sm70</a></div><div class="ttdef"><b>Definition:</b> arch.h:46</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_1kernel_1_1DefaultGemm_3_01ElementA_00_01layout_1_1ColumnMajorInterleave661fe54d13cc2c9153dcdf31e4beaa30_html_a3ff721fd6df7783d2481ff466ef9041b"><div class="ttname"><a href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01layout_1_1ColumnMajorInterleave661fe54d13cc2c9153dcdf31e4beaa30.html#a3ff721fd6df7783d2481ff466ef9041b">cutlass::gemm::kernel::DefaultGemm< ElementA, layout::ColumnMajorInterleaved< InterleavedK >, kAlignmentA, ElementB, layout::RowMajorInterleaved< InterleavedK >, kAlignmentB, ElementC, layout::ColumnMajorInterleaved< InterleavedK >, int32_t, arch::OpClassTensorOp, arch::Sm75, ThreadblockShape, WarpShape, InstructionShape, EpilogueOutputOp, ThreadblockSwizzle, 2, SplitKSerial, Operator, IsBetaZero >::Mma</a></div><div class="ttdeci">typename cutlass::gemm::threadblock::DefaultMma< ElementA, LayoutA, kAlignmentA, ElementB, LayoutB, kAlignmentB, ElementAccumulator, LayoutC, arch::OpClassTensorOp, arch::Sm75, ThreadblockShape, WarpShape, InstructionShape, 2, Operator, true >::ThreadblockMma Mma</div><div class="ttdoc">Define the threadblock-scoped matrix multiply-accumulate. </div><div class="ttdef"><b>Definition:</b> default_gemm.h:252</div></div>
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<div class="ttc" id="default__mma_8h_html"><div class="ttname"><a href="default__mma_8h.html">default_mma.h</a></div><div class="ttdoc">Template for a pipelined GEMM kernel. Does not compute batching or support split-K. </div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815_html_a9c029aa1ac8275a18aeaefa8a4469dfb"><div class="ttname"><a href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815.html#a9c029aa1ac8275a18aeaefa8a4469dfb">cutlass::gemm::kernel::DefaultGemm< int8_t, LayoutA, kAlignmentA, int8_t, LayoutB, kAlignmentB, ElementC, LayoutC, ElementAccumulator, arch::OpClassSimt, ArchTag, ThreadblockShape, WarpShape, GemmShape< 1, 1, 4 >, EpilogueOutputOp, ThreadblockSwizzle, 2, SplitKSerial, Operator, false >::Mma</a></div><div class="ttdeci">typename cutlass::gemm::threadblock::DefaultMma< ElementA, LayoutA, kAlignmentA, ElementB, LayoutB, kAlignmentB, ElementAccumulator, LayoutC, arch::OpClassSimt, arch::Sm50, ThreadblockShape, WarpShape, InstructionShape, 2, Operator, false >::ThreadblockMma Mma</div><div class="ttdoc">Define the threadblock-scoped matrix multiply-accumulate. </div><div class="ttdef"><b>Definition:</b> default_gemm.h:502</div></div>
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<div class="ttc" id="default__mma__core__sm70_8h_html"><div class="ttname"><a href="default__mma__core__sm70_8h.html">default_mma_core_sm70.h</a></div><div class="ttdoc">Defines basic properties needed by CTA-level GEMMs assuming expectations about data layout of the glo...</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1threadblock_1_1DefaultMma_html"><div class="ttname"><a href="structcutlass_1_1gemm_1_1threadblock_1_1DefaultMma.html">cutlass::gemm::threadblock::DefaultMma</a></div><div class="ttdef"><b>Definition:</b> default_mma.h:87</div></div>
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<div class="ttc" id="structcutlass_1_1arch_1_1Sm75_html"><div class="ttname"><a href="structcutlass_1_1arch_1_1Sm75.html">cutlass::arch::Sm75</a></div><div class="ttdef"><b>Definition:</b> arch.h:52</div></div>
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<div class="ttc" id="linear__combination_8h_html"><div class="ttname"><a href="linear__combination_8h.html">linear_combination.h</a></div><div class="ttdoc">Functor performing linear combination operations used by epilogues. </div></div>
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<div class="ttc" id="structcutlass_1_1sizeof__bits_html"><div class="ttname"><a href="structcutlass_1_1sizeof__bits.html">cutlass::sizeof_bits</a></div><div class="ttdoc">Defines the size of an element in bits. </div><div class="ttdef"><b>Definition:</b> numeric_types.h:42</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01E044b039b2fe402f29b04a9f5feee5342_html_a39c63f9ec6ae91ac66ff51f7e132b27d"><div class="ttname"><a href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01E044b039b2fe402f29b04a9f5feee5342.html#a39c63f9ec6ae91ac66ff51f7e132b27d">cutlass::gemm::kernel::DefaultGemm< ElementA, LayoutA, kAlignmentA, ElementB, LayoutB, kAlignmentB, ElementC, layout::RowMajor, ElementAccumulator, arch::OpClassTensorOp, arch::Sm70, ThreadblockShape, WarpShape, GemmShape< 8, 8, 4 >, EpilogueOutputOp, ThreadblockSwizzle, 2, SplitKSerial, Operator >::Epilogue</a></div><div class="ttdeci">typename cutlass::epilogue::threadblock::DefaultEpilogueVoltaTensorOp< ThreadblockShape, typename Mma::Operator, kPartitionsK, EpilogueOutputOp, EpilogueOutputOp::kCount >::Epilogue Epilogue</div><div class="ttdoc">Define the epilogue. </div><div class="ttdef"><b>Definition:</b> default_gemm.h:346</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="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="default__epilogue__tensor__op_8h_html"><div class="ttname"><a href="default__epilogue__tensor__op_8h.html">default_epilogue_tensor_op.h</a></div><div class="ttdoc">Epilogue for threadblock scoped GEMMs using Tensor Ops. </div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01Edd80343e6570718ed237122e4ebf7fb5_html_a9313414846dc9ae891e73793e4781c5c"><div class="ttname"><a href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01Edd80343e6570718ed237122e4ebf7fb5.html#a9313414846dc9ae891e73793e4781c5c">cutlass::gemm::kernel::DefaultGemm< ElementA, LayoutA, kAlignmentA, ElementB, LayoutB, kAlignmentB, ElementC, layout::RowMajor, ElementAccumulator, arch::OpClassSimt, ArchTag, ThreadblockShape, WarpShape, GemmShape< 1, 1, 1 >, EpilogueOutputOp, ThreadblockSwizzle, 2, SplitKSerial, Operator >::Epilogue</a></div><div class="ttdeci">typename cutlass::epilogue::threadblock::DefaultEpilogueSimt< ThreadblockShape, typename Mma::Operator, EpilogueOutputOp, kEpilogueElementsPerAccess >::Epilogue Epilogue</div><div class="ttdoc">Define the epilogue. </div><div class="ttdef"><b>Definition:</b> default_gemm.h:434</div></div>
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<div class="ttc" id="default__mma__core__sm75_8h_html"><div class="ttname"><a href="default__mma__core__sm75_8h.html">default_mma_core_sm75.h</a></div><div class="ttdoc">Defines basic properties needed by CTA-level GEMMs assuming expectations about data layout of the glo...</div></div>
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<div class="ttc" id="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueVoltaTensorOp_html"><div class="ttname"><a href="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueVoltaTensorOp.html">cutlass::epilogue::threadblock::DefaultEpilogueVoltaTensorOp</a></div><div class="ttdoc">Defines sensible defaults for epilogues for TensorOps. </div><div class="ttdef"><b>Definition:</b> default_epilogue_volta_tensor_op.h:71</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01E5d78d37a9ae2ec08d7d477d571df036e_html_ac17af6195623850c325a2807e09f6b16"><div class="ttname"><a href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01E5d78d37a9ae2ec08d7d477d571df036e.html#ac17af6195623850c325a2807e09f6b16">cutlass::gemm::kernel::DefaultGemm< ElementA, LayoutA, kAlignmentA, ElementB, LayoutB, kAlignmentB, ElementC, layout::RowMajor, ElementAccumulator, arch::OpClassTensorOp, arch::Sm75, ThreadblockShape, WarpShape, InstructionShape, EpilogueOutputOp, ThreadblockSwizzle, 2, SplitKSerial, Operator >::Epilogue</a></div><div class="ttdeci">typename cutlass::epilogue::threadblock::DefaultEpilogueTensorOp< ThreadblockShape, typename Mma::Operator, kPartitionsK, EpilogueOutputOp, EpilogueOutputOp::kCount >::Epilogue Epilogue</div><div class="ttdoc">Define the epilogue. </div><div class="ttdef"><b>Definition:</b> default_gemm.h:197</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01layout_1_1ColumnMajorInterleave661fe54d13cc2c9153dcdf31e4beaa30_html_a783138201801f2fa054aa7bc21a8933b"><div class="ttname"><a href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01layout_1_1ColumnMajorInterleave661fe54d13cc2c9153dcdf31e4beaa30.html#a783138201801f2fa054aa7bc21a8933b">cutlass::gemm::kernel::DefaultGemm< ElementA, layout::ColumnMajorInterleaved< InterleavedK >, kAlignmentA, ElementB, layout::RowMajorInterleaved< InterleavedK >, kAlignmentB, ElementC, layout::ColumnMajorInterleaved< InterleavedK >, int32_t, arch::OpClassTensorOp, arch::Sm75, ThreadblockShape, WarpShape, InstructionShape, EpilogueOutputOp, ThreadblockSwizzle, 2, SplitKSerial, Operator, IsBetaZero >::Epilogue</a></div><div class="ttdeci">typename cutlass::epilogue::threadblock::DefaultInterleavedEpilogueTensorOp< ThreadblockShape, typename Mma::Operator, kPartitionsK, EpilogueOutputOp, 64/sizeof_bits< ElementC >::value, InterleavedK, IsBetaZero >::Epilogue Epilogue</div><div class="ttdoc">Define the epilogue. </div><div class="ttdef"><b>Definition:</b> default_gemm.h:261</div></div>
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<div class="ttc" id="classcutlass_1_1layout_1_1RowMajor_html"><div class="ttname"><a href="classcutlass_1_1layout_1_1RowMajor.html">cutlass::layout::RowMajor</a></div><div class="ttdoc">Mapping function for row-major matrices. </div><div class="ttdef"><b>Definition:</b> layout/matrix.h:50</div></div>
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<div class="ttc" id="epilogue_8h_html"><div class="ttname"><a href="epilogue_8h.html">epilogue.h</a></div><div class="ttdoc">Epilogue for threadblock scoped GEMMs using Tensor Ops. </div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1kernel_1_1Gemm_html"><div class="ttname"><a href="structcutlass_1_1gemm_1_1kernel_1_1Gemm.html">cutlass::gemm::kernel::Gemm</a></div><div class="ttdef"><b>Definition:</b> include/cutlass/gemm/kernel/gemm.h:52</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="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueWmmaTensorOp_html"><div class="ttname"><a href="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueWmmaTensorOp.html">cutlass::epilogue::threadblock::DefaultEpilogueWmmaTensorOp</a></div><div class="ttdoc">Defines sensible defaults for epilogues for WMMA TensorOps. </div><div class="ttdef"><b>Definition:</b> default_epilogue_wmma_tensor_op.h:71</div></div>
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<div class="ttc" id="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultInterleavedEpilogueTensorOp_html"><div class="ttname"><a href="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultInterleavedEpilogueTensorOp.html">cutlass::epilogue::threadblock::DefaultInterleavedEpilogueTensorOp</a></div><div class="ttdef"><b>Definition:</b> default_epilogue_tensor_op.h:147</div></div>
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<div class="ttc" id="gemm_2threadblock_2threadblock__swizzle_8h_html"><div class="ttname"><a href="gemm_2threadblock_2threadblock__swizzle_8h.html">threadblock_swizzle.h</a></div><div class="ttdoc">Implements several possible threadblock-swizzling functions mapping blockIdx to GEMM problems...</div></div>
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<div class="ttc" id="structcutlass_1_1layout_1_1ColumnMajorInterleaved_html"><div class="ttname"><a href="structcutlass_1_1layout_1_1ColumnMajorInterleaved.html">cutlass::layout::ColumnMajorInterleaved</a></div><div class="ttdef"><b>Definition:</b> layout/matrix.h:343</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01Edd80343e6570718ed237122e4ebf7fb5_html_a2582e9547846a602ce69e9b9ba445393"><div class="ttname"><a href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01ElementA_00_01LayoutA_00_01kAlignmentA_00_01Edd80343e6570718ed237122e4ebf7fb5.html#a2582e9547846a602ce69e9b9ba445393">cutlass::gemm::kernel::DefaultGemm< ElementA, LayoutA, kAlignmentA, ElementB, LayoutB, kAlignmentB, ElementC, layout::RowMajor, ElementAccumulator, arch::OpClassSimt, ArchTag, ThreadblockShape, WarpShape, GemmShape< 1, 1, 1 >, EpilogueOutputOp, ThreadblockSwizzle, 2, SplitKSerial, Operator >::Mma</a></div><div class="ttdeci">typename cutlass::gemm::threadblock::DefaultMma< ElementA, LayoutA, kAlignmentA, ElementB, LayoutB, kAlignmentB, ElementAccumulator, layout::RowMajor, arch::OpClassSimt, arch::Sm50, ThreadblockShape, WarpShape, GemmShape< 1, 1, 1 >, 2, Operator >::ThreadblockMma Mma</div><div class="ttdoc">Define the threadblock-scoped matrix multiply-accumulate. </div><div class="ttdef"><b>Definition:</b> default_gemm.h:423</div></div>
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<div class="ttc" id="default__mma__core__simt_8h_html"><div class="ttname"><a href="default__mma__core__simt_8h.html">default_mma_core_simt.h</a></div><div class="ttdoc">Defines basic properties needed by CTA-level GEMMs assuming expectations about data layout of the glo...</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_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815_html_a1d734b7aae00825f298d3eb6e26adfbc"><div class="ttname"><a href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815.html#a1d734b7aae00825f298d3eb6e26adfbc">cutlass::gemm::kernel::DefaultGemm< int8_t, LayoutA, kAlignmentA, int8_t, LayoutB, kAlignmentB, ElementC, LayoutC, ElementAccumulator, arch::OpClassSimt, ArchTag, ThreadblockShape, WarpShape, GemmShape< 1, 1, 4 >, EpilogueOutputOp, ThreadblockSwizzle, 2, SplitKSerial, Operator, false >::ElementA</a></div><div class="ttdeci">int8_t ElementA</div><div class="ttdef"><b>Definition:</b> default_gemm.h:481</div></div>
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<div class="ttc" id="gemm__pipelined_8h_html"><div class="ttname"><a href="gemm__pipelined_8h.html">gemm_pipelined.h</a></div><div class="ttdoc">Template for a pipelined GEMM kernel. Does not compute batching or support split-K. </div></div>
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<div class="ttc" id="wmma_8h_html"><div class="ttname"><a href="wmma_8h.html">wmma.h</a></div><div class="ttdoc">Templates exposing architecture support for warp matrix multiply-add (WMMA) operations. </div></div>
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<div class="ttc" id="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueTensorOp_html"><div class="ttname"><a href="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueTensorOp.html">cutlass::epilogue::threadblock::DefaultEpilogueTensorOp</a></div><div class="ttdoc">Defines sensible defaults for epilogues for TensorOps. </div><div class="ttdef"><b>Definition:</b> default_epilogue_tensor_op.h:72</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815_html_ae0d8ea41b9464dd460c7dc205fcaf1a3"><div class="ttname"><a href="structcutlass_1_1gemm_1_1kernel_1_1DefaultGemm_3_01int8__t_00_01LayoutA_00_01kAlignmentA_00_01inf48440732c1c5f42ddbfaba179861815.html#ae0d8ea41b9464dd460c7dc205fcaf1a3">cutlass::gemm::kernel::DefaultGemm< int8_t, LayoutA, kAlignmentA, int8_t, LayoutB, kAlignmentB, ElementC, LayoutC, ElementAccumulator, arch::OpClassSimt, ArchTag, ThreadblockShape, WarpShape, GemmShape< 1, 1, 4 >, EpilogueOutputOp, ThreadblockSwizzle, 2, SplitKSerial, Operator, false >::Epilogue</a></div><div class="ttdeci">typename cutlass::epilogue::threadblock::DefaultEpilogueSimt< ThreadblockShape, typename Mma::Operator, EpilogueOutputOp, kEpilogueElementsPerAccess >::Epilogue Epilogue</div><div class="ttdoc">Define the epilogue. </div><div class="ttdef"><b>Definition:</b> default_gemm.h:513</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="include_2cutlass_2gemm_2kernel_2gemm_8h_html"><div class="ttname"><a href="include_2cutlass_2gemm_2kernel_2gemm_8h.html">gemm.h</a></div><div class="ttdoc">Template for a pipelined GEMM kernel. Does not compute batching or support split-K. </div></div>
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<div class="ttc" id="default__epilogue__simt_8h_html"><div class="ttname"><a href="default__epilogue__simt_8h.html">default_epilogue_simt.h</a></div><div class="ttdoc">Epilogue for threadblock scoped GEMMs using SIMT. </div></div>
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<div class="ttc" id="default__epilogue__volta__tensor__op_8h_html"><div class="ttname"><a href="default__epilogue__volta__tensor__op_8h.html">default_epilogue_volta_tensor_op.h</a></div><div class="ttdoc">Epilogue for threadblock scoped GEMMs using Tensor Ops on Volta. </div></div>
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<div class="ttc" id="structcutlass_1_1layout_1_1RowMajorInterleaved_html"><div class="ttname"><a href="structcutlass_1_1layout_1_1RowMajorInterleaved.html">cutlass::layout::RowMajorInterleaved</a></div><div class="ttdef"><b>Definition:</b> layout/matrix.h:237</div></div>
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