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<a href="direct__epilogue__tensor__op_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">
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<div class="ttc" id="structcutlass_1_1gemm_1_1GemmShape_html_a7a47fe0c44571a0a68a43c5a47cf676a"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmShape.html#a7a47fe0c44571a0a68a43c5a47cf676a">cutlass::gemm::GemmShape::kM</a></div><div class="ttdeci">static int const kM</div><div class="ttdef"><b>Definition:</b> include/cutlass/gemm/gemm.h:58</div></div>
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<div class="ttc" id="structcutlass_1_1MatrixShape_html"><div class="ttname"><a href="structcutlass_1_1MatrixShape.html">cutlass::MatrixShape</a></div><div class="ttdoc">Describes the size of a matrix tile. </div><div class="ttdef"><b>Definition:</b> matrix_shape.h:42</div></div>
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<div class="ttc" id="structcutlass_1_1epilogue_1_1threadblock_1_1DirectEpilogueTensorOp_1_1Params_html_ae9578b799d3eb7d566112abb51146ec2"><div class="ttname"><a href="structcutlass_1_1epilogue_1_1threadblock_1_1DirectEpilogueTensorOp_1_1Params.html#ae9578b799d3eb7d566112abb51146ec2">cutlass::epilogue::threadblock::DirectEpilogueTensorOp::Params::Params</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE Params(TensorRef destination_ref_, TensorRef source_ref_, typename OutputOp::Params output_op_)</div><div class="ttdoc">Constructs a Params object. </div><div class="ttdef"><b>Definition:</b> direct_epilogue_tensor_op.h:125</div></div>
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<div class="ttc" id="structcutlass_1_1epilogue_1_1threadblock_1_1DirectEpilogueTensorOp_1_1Params_html"><div class="ttname"><a href="structcutlass_1_1epilogue_1_1threadblock_1_1DirectEpilogueTensorOp_1_1Params.html">cutlass::epilogue::threadblock::DirectEpilogueTensorOp::Params</a></div><div class="ttdoc">Parameters structure for host-constructible state. </div><div class="ttdef"><b>Definition:</b> direct_epilogue_tensor_op.h:92</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="classcutlass_1_1epilogue_1_1threadblock_1_1DirectEpilogueTensorOp_html_a8a8dd685344c17952aed17bcd9d6b831"><div class="ttname"><a href="classcutlass_1_1epilogue_1_1threadblock_1_1DirectEpilogueTensorOp.html#a8a8dd685344c17952aed17bcd9d6b831">cutlass::epilogue::threadblock::DirectEpilogueTensorOp::operator()</a></div><div class="ttdeci">CUTLASS_DEVICE void operator()(gemm::GemmCoord problem_size, gemm::GemmCoord tb_tile_coord, FragmentC const &accumulators)</div><div class="ttdoc">Streams the result to global memory. </div><div class="ttdef"><b>Definition:</b> direct_epilogue_tensor_op.h:189</div></div>
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<div class="ttc" id="structcutlass_1_1epilogue_1_1threadblock_1_1DirectEpilogueTensorOp_1_1Params_html_a89d406e705b7817243e3aa9d4253bb14"><div class="ttname"><a href="structcutlass_1_1epilogue_1_1threadblock_1_1DirectEpilogueTensorOp_1_1Params.html#a89d406e705b7817243e3aa9d4253bb14">cutlass::epilogue::threadblock::DirectEpilogueTensorOp::Params::destination_ref</a></div><div class="ttdeci">TensorRef destination_ref</div><div class="ttdef"><b>Definition:</b> direct_epilogue_tensor_op.h:98</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1GemmCoord_html"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmCoord.html">cutlass::gemm::GemmCoord</a></div><div class="ttdef"><b>Definition:</b> include/cutlass/gemm/gemm.h:94</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_1GemmCoord_html_a1b29d2cb15360ad5499216859ad5436a"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmCoord.html#a1b29d2cb15360ad5499216859ad5436a">cutlass::gemm::GemmCoord::n</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE Index const & n() const </div><div class="ttdoc">Returns the GEMM N coordinate. </div><div class="ttdef"><b>Definition:</b> include/cutlass/gemm/gemm.h:137</div></div>
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<div class="ttc" id="classcutlass_1_1epilogue_1_1threadblock_1_1DirectEpilogueTensorOp_html_ad60aa76f8f35170b9fc9ee8e68d71ade"><div class="ttname"><a href="classcutlass_1_1epilogue_1_1threadblock_1_1DirectEpilogueTensorOp.html#ad60aa76f8f35170b9fc9ee8e68d71ade">cutlass::epilogue::threadblock::DirectEpilogueTensorOp::TensorRef</a></div><div class="ttdeci">TensorRef< Element, Layout::kRank, Layout > TensorRef</div><div class="ttdoc">Reference to source and destination tensors. </div><div class="ttdef"><b>Definition:</b> direct_epilogue_tensor_op.h:87</div></div>
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<div class="ttc" id="classcutlass_1_1TensorRef_html_a4bed879c428963070de8ffbdc5d6e4f9"><div class="ttname"><a href="classcutlass_1_1TensorRef.html#a4bed879c428963070de8ffbdc5d6e4f9">cutlass::TensorRef::add_coord_offset</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE TensorRef & add_coord_offset(TensorCoord const &coord)</div><div class="ttdoc">Adds an offset to each pointer. </div><div class="ttdef"><b>Definition:</b> tensor_ref.h:326</div></div>
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<div class="ttc" id="array_8h_html"><div class="ttname"><a href="array_8h.html">array.h</a></div><div class="ttdoc">Statically sized array of elements that accommodates all CUTLASS-supported numeric types and is safe ...</div></div>
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<div class="ttc" id="cutlass_8h_html_a4b1c9f25ab6eaa25e1f2258dd63e6ce4"><div class="ttname"><a href="cutlass_8h.html#a4b1c9f25ab6eaa25e1f2258dd63e6ce4">CUTLASS_PRAGMA_UNROLL</a></div><div class="ttdeci">#define CUTLASS_PRAGMA_UNROLL</div><div class="ttdef"><b>Definition:</b> cutlass.h:110</div></div>
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<div class="ttc" id="structcutlass_1_1epilogue_1_1threadblock_1_1DirectEpilogueTensorOp_1_1Params_html_a154450b8a74d1f1bb62d3d9e3b330597"><div class="ttname"><a href="structcutlass_1_1epilogue_1_1threadblock_1_1DirectEpilogueTensorOp_1_1Params.html#a154450b8a74d1f1bb62d3d9e3b330597">cutlass::epilogue::threadblock::DirectEpilogueTensorOp::Params::source_ref</a></div><div class="ttdeci">TensorRef source_ref</div><div class="ttdef"><b>Definition:</b> direct_epilogue_tensor_op.h:99</div></div>
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<div class="ttc" id="classcutlass_1_1epilogue_1_1threadblock_1_1DirectEpilogueTensorOp_html_a7a64b4523780869f4b7dde2225572b2f"><div class="ttname"><a href="classcutlass_1_1epilogue_1_1threadblock_1_1DirectEpilogueTensorOp.html#a7a64b4523780869f4b7dde2225572b2f">cutlass::epilogue::threadblock::DirectEpilogueTensorOp::DirectEpilogueTensorOp</a></div><div class="ttdeci">CUTLASS_DEVICE DirectEpilogueTensorOp(Params const &params, SharedStorage &shared_storage, int thread_idx, int warp_idx, int lane_idx)</div><div class="ttdoc">Constructor. </div><div class="ttdef"><b>Definition:</b> direct_epilogue_tensor_op.h:155</div></div>
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<div class="ttc" id="structcutlass_1_1epilogue_1_1threadblock_1_1DirectEpilogueTensorOp_1_1Params_html_a0c230d7407585f6cd6221ebcd5966a0d"><div class="ttname"><a href="structcutlass_1_1epilogue_1_1threadblock_1_1DirectEpilogueTensorOp_1_1Params.html#a0c230d7407585f6cd6221ebcd5966a0d">cutlass::epilogue::threadblock::DirectEpilogueTensorOp::Params::output_op</a></div><div class="ttdeci">OutputOp::Params output_op</div><div class="ttdef"><b>Definition:</b> direct_epilogue_tensor_op.h:101</div></div>
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<div class="ttc" id="structcutlass_1_1epilogue_1_1threadblock_1_1DirectEpilogueTensorOp_1_1Params_html_a97f1044e7b7cec1ddd1f120b8b7539f2"><div class="ttname"><a href="structcutlass_1_1epilogue_1_1threadblock_1_1DirectEpilogueTensorOp_1_1Params.html#a97f1044e7b7cec1ddd1f120b8b7539f2">cutlass::epilogue::threadblock::DirectEpilogueTensorOp::Params::convert_op</a></div><div class="ttdeci">ConvertOp::Params convert_op</div><div class="ttdef"><b>Definition:</b> direct_epilogue_tensor_op.h:102</div></div>
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<div class="ttc" id="classcutlass_1_1TensorRef_html"><div class="ttname"><a href="classcutlass_1_1TensorRef.html">cutlass::TensorRef< Element, Layout::kRank, Layout ></a></div></div>
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<div class="ttc" id="structcutlass_1_1epilogue_1_1threadblock_1_1DirectEpilogueTensorOp_1_1Params_html_a7890b7910f0b680ff5b9230d91efc2ef"><div class="ttname"><a href="structcutlass_1_1epilogue_1_1threadblock_1_1DirectEpilogueTensorOp_1_1Params.html#a7890b7910f0b680ff5b9230d91efc2ef">cutlass::epilogue::threadblock::DirectEpilogueTensorOp::Params::Params</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE Params(TensorRef destination_ref_, TensorRef source_ref_, typename OutputOp::Params output_op_, typename ConvertOp::Params convert_op_)</div><div class="ttdoc">Constructs a Params object. </div><div class="ttdef"><b>Definition:</b> direct_epilogue_tensor_op.h:110</div></div>
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<div class="ttc" id="structcutlass_1_1epilogue_1_1threadblock_1_1DirectEpilogueTensorOp_1_1SharedStorage_html"><div class="ttname"><a href="structcutlass_1_1epilogue_1_1threadblock_1_1DirectEpilogueTensorOp_1_1SharedStorage.html">cutlass::epilogue::threadblock::DirectEpilogueTensorOp::SharedStorage</a></div><div class="ttdoc">Shared storage allocation needed by the epilogue. </div><div class="ttdef"><b>Definition:</b> direct_epilogue_tensor_op.h:139</div></div>
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<div class="ttc" id="cutlass_8h_html_a28c2443a142676d3d71effdae1a986b1"><div class="ttname"><a href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a></div><div class="ttdeci">#define CUTLASS_HOST_DEVICE</div><div class="ttdef"><b>Definition:</b> cutlass.h:89</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="classcutlass_1_1epilogue_1_1threadblock_1_1DirectEpilogueTensorOp_html_a4e03d7b83604c014d530353a67ba3356"><div class="ttname"><a href="classcutlass_1_1epilogue_1_1threadblock_1_1DirectEpilogueTensorOp.html#a4e03d7b83604c014d530353a67ba3356">cutlass::epilogue::threadblock::DirectEpilogueTensorOp::FragmentC</a></div><div class="ttdeci">typename Operator::FragmentC FragmentC</div><div class="ttdoc">Accumulator tile is really the warp-scoped tile. </div><div class="ttdef"><b>Definition:</b> direct_epilogue_tensor_op.h:72</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="classcutlass_1_1epilogue_1_1threadblock_1_1DirectEpilogueTensorOp_html_aa927856824f1200323c393afbb6f90ef"><div class="ttname"><a href="classcutlass_1_1epilogue_1_1threadblock_1_1DirectEpilogueTensorOp.html#aa927856824f1200323c393afbb6f90ef">cutlass::epilogue::threadblock::DirectEpilogueTensorOp::Operator</a></div><div class="ttdeci">Operator_ Operator</div><div class="ttdef"><b>Definition:</b> direct_epilogue_tensor_op.h:59</div></div>
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<div class="ttc" id="classcutlass_1_1TensorRef_html_a8758907a1c9b1fcd00e7ece626d03b76"><div class="ttname"><a href="classcutlass_1_1TensorRef.html#a8758907a1c9b1fcd00e7ece626d03b76">cutlass::TensorRef::at</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE Reference at(TensorCoord const &coord) const </div><div class="ttdoc">Returns a reference to the element at a given Coord. </div><div class="ttdef"><b>Definition:</b> tensor_ref.h:307</div></div>
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<div class="ttc" id="classcutlass_1_1epilogue_1_1threadblock_1_1DirectEpilogueTensorOp_html_a91c018d7741a34a36e45d6c708d0b23e"><div class="ttname"><a href="classcutlass_1_1epilogue_1_1threadblock_1_1DirectEpilogueTensorOp.html#a91c018d7741a34a36e45d6c708d0b23e">cutlass::epilogue::threadblock::DirectEpilogueTensorOp::OutputOp</a></div><div class="ttdeci">OutputOp_ OutputOp</div><div class="ttdoc">Function operator computing final output. </div><div class="ttdef"><b>Definition:</b> direct_epilogue_tensor_op.h:81</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1GemmCoord_html_a93515a41db6c4b7e9101067f60d41b8c"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmCoord.html#a93515a41db6c4b7e9101067f60d41b8c">cutlass::gemm::GemmCoord::m</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE Index const & m() const </div><div class="ttdoc">Returns the GEMM M coordinate. </div><div class="ttdef"><b>Definition:</b> include/cutlass/gemm/gemm.h:129</div></div>
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<div class="ttc" id="classcutlass_1_1epilogue_1_1threadblock_1_1DirectEpilogueTensorOp_html_a71707c91f25720e027e9e3b9f7a8a113"><div class="ttname"><a href="classcutlass_1_1epilogue_1_1threadblock_1_1DirectEpilogueTensorOp.html#a71707c91f25720e027e9e3b9f7a8a113">cutlass::epilogue::threadblock::DirectEpilogueTensorOp::ConvertOp</a></div><div class="ttdeci">ConvertOp_ ConvertOp</div><div class="ttdoc">Conversion operator to shared memory. </div><div class="ttdef"><b>Definition:</b> direct_epilogue_tensor_op.h:84</div></div>
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<div class="ttc" id="cutlass_8h_html"><div class="ttname"><a href="cutlass_8h.html">cutlass.h</a></div><div class="ttdoc">Basic include for CUTLASS. </div></div>
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<div class="ttc" id="structcutlass_1_1MatrixCoord_html"><div class="ttname"><a href="structcutlass_1_1MatrixCoord.html">cutlass::MatrixCoord</a></div><div class="ttdef"><b>Definition:</b> matrix_coord.h:39</div></div>
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<div class="ttc" id="classcutlass_1_1epilogue_1_1threadblock_1_1DirectEpilogueTensorOp_html_a7444586033d2448bded6df955f1408aa"><div class="ttname"><a href="classcutlass_1_1epilogue_1_1threadblock_1_1DirectEpilogueTensorOp.html#a7444586033d2448bded6df955f1408aa">cutlass::epilogue::threadblock::DirectEpilogueTensorOp::Element</a></div><div class="ttdeci">Element_ Element</div><div class="ttdoc">Data type of output tensor. </div><div class="ttdef"><b>Definition:</b> direct_epilogue_tensor_op.h:75</div></div>
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<div class="ttc" id="classcutlass_1_1epilogue_1_1threadblock_1_1DirectEpilogueTensorOp_html_a7b418c651040fe885e179a5e51220770"><div class="ttname"><a href="classcutlass_1_1epilogue_1_1threadblock_1_1DirectEpilogueTensorOp.html#a7b418c651040fe885e179a5e51220770">cutlass::epilogue::threadblock::DirectEpilogueTensorOp::Shape</a></div><div class="ttdeci">Shape_ Shape</div><div class="ttdef"><b>Definition:</b> direct_epilogue_tensor_op.h:58</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1GemmShape_html_a9fcbaa4b47b83d0c8a09979ad5c98a1e"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmShape.html#a9fcbaa4b47b83d0c8a09979ad5c98a1e">cutlass::gemm::GemmShape::kN</a></div><div class="ttdeci">static int const kN</div><div class="ttdef"><b>Definition:</b> include/cutlass/gemm/gemm.h:59</div></div>
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