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<a href="default__epilogue__volta__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
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<div class="ttc" id="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueVoltaTensorOp_html_a15eb3c1fd810815a753910fb2a5d8fec"><div class="ttname"><a href="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueVoltaTensorOp.html#a15eb3c1fd810815a753910fb2a5d8fec">cutlass::epilogue::threadblock::DefaultEpilogueVoltaTensorOp::WarpMmaTensorOp</a></div><div class="ttdeci">WarpMmaTensorOp_ WarpMmaTensorOp</div><div class="ttdef"><b>Definition:</b> default_epilogue_volta_tensor_op.h:74</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_1DefaultEpilogueVoltaTensorOp_html_aa2feeeaad92ac23ba841306eb8e5c2ab"><div class="ttname"><a href="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueVoltaTensorOp.html#aa2feeeaad92ac23ba841306eb8e5c2ab">cutlass::epilogue::threadblock::DefaultEpilogueVoltaTensorOp::kPartitionsK</a></div><div class="ttdeci">static int const kPartitionsK</div><div class="ttdef"><b>Definition:</b> default_epilogue_volta_tensor_op.h:75</div></div>
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<div class="ttc" id="epilogue_2threadblock_2predicated__tile__iterator_8h_html"><div class="ttname"><a href="epilogue_2threadblock_2predicated__tile__iterator_8h.html">predicated_tile_iterator.h</a></div><div class="ttdoc">Epilogue for threadblock scoped GEMMs using Tensor Ops. </div></div>
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<div class="ttc" id="fragment__iterator__volta__tensor__op_8h_html"><div class="ttname"><a href="fragment__iterator__volta__tensor__op_8h.html">fragment_iterator_volta_tensor_op.h</a></div><div class="ttdoc">This defines a "fragment" iterator for visiting the fragments of an accumulator tile that participate...</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_1epilogue_1_1threadblock_1_1DefaultEpilogueVoltaTensorOp_html_a8a7902784612c55f9a362d5396064647"><div class="ttname"><a href="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueVoltaTensorOp.html#a8a7902784612c55f9a362d5396064647">cutlass::epilogue::threadblock::DefaultEpilogueVoltaTensorOp::kElementsPerAccess</a></div><div class="ttdeci">static int const kElementsPerAccess</div><div class="ttdef"><b>Definition:</b> default_epilogue_volta_tensor_op.h:77</div></div>
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<div class="ttc" id="conversion__op_8h_html"><div class="ttname"><a href="conversion__op_8h.html">conversion_op.h</a></div><div class="ttdoc">Functor performing conversion operations used by epilogues. </div></div>
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<div class="ttc" id="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueVoltaTensorOp_html_afe6ace14e2e4708042c9be74fce5ee28"><div class="ttname"><a href="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueVoltaTensorOp.html#afe6ace14e2e4708042c9be74fce5ee28">cutlass::epilogue::threadblock::DefaultEpilogueVoltaTensorOp::LayoutC</a></div><div class="ttdeci">typename WarpMmaTensorOp::LayoutC LayoutC</div><div class="ttdef"><b>Definition:</b> default_epilogue_volta_tensor_op.h:80</div></div>
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<div class="ttc" id="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueVoltaTensorOp_html_a563dae097053dc24d2006a8da724913b"><div class="ttname"><a href="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueVoltaTensorOp.html#a563dae097053dc24d2006a8da724913b">cutlass::epilogue::threadblock::DefaultEpilogueVoltaTensorOp::Shape</a></div><div class="ttdeci">Shape_ Shape</div><div class="ttdef"><b>Definition:</b> default_epilogue_volta_tensor_op.h:73</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="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueVoltaTensorOp_html_aede54092f5d7668129428a9a514a31dc"><div class="ttname"><a href="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueVoltaTensorOp.html#aede54092f5d7668129428a9a514a31dc">cutlass::epilogue::threadblock::DefaultEpilogueVoltaTensorOp::SharedLoadIterator</a></div><div class="ttdeci">cutlass::epilogue::threadblock::SharedLoadIterator< typename OutputTileThreadMap::CompactedThreadMap, ElementAccumulator, kSharedMemAlignment > SharedLoadIterator</div><div class="ttdef"><b>Definition:</b> default_epilogue_volta_tensor_op.h:123</div></div>
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<div class="ttc" id="tile__iterator__volta__tensor__op_8h_html"><div class="ttname"><a href="tile__iterator__volta__tensor__op_8h.html">tile_iterator_volta_tensor_op.h</a></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_1epilogue_1_1warp_1_1TileIteratorVoltaTensorOp_html"><div class="ttname"><a href="structcutlass_1_1epilogue_1_1warp_1_1TileIteratorVoltaTensorOp.html">cutlass::epilogue::warp::TileIteratorVoltaTensorOp</a></div><div class="ttdoc">Template for reading and writing tiles of accumulators to shared memory. </div><div class="ttdef"><b>Definition:</b> tile_iterator_volta_tensor_op.h:52</div></div>
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<div class="ttc" id="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueVoltaTensorOp_html_ad71acdab96fc9406c920ea1173f72480"><div class="ttname"><a href="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueVoltaTensorOp.html#ad71acdab96fc9406c920ea1173f72480">cutlass::epilogue::threadblock::DefaultEpilogueVoltaTensorOp::AccumulatorFragmentIterator</a></div><div class="ttdeci">cutlass::epilogue::warp::FragmentIteratorVoltaTensorOp< typename WarpMmaTensorOp::Shape, gemm::GemmShape< 32, 32, 4 >, ElementAccumulator, LayoutC > AccumulatorFragmentIterator</div><div class="ttdef"><b>Definition:</b> default_epilogue_volta_tensor_op.h:106</div></div>
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<div class="ttc" id="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueVoltaTensorOp_html_a712eb6556c46a722bd71a9dc20b5f8c2"><div class="ttname"><a href="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueVoltaTensorOp.html#a712eb6556c46a722bd71a9dc20b5f8c2">cutlass::epilogue::threadblock::DefaultEpilogueVoltaTensorOp::kSharedMemAlignment</a></div><div class="ttdeci">static int const kSharedMemAlignment</div><div class="ttdef"><b>Definition:</b> default_epilogue_volta_tensor_op.h:115</div></div>
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<div class="ttc" id="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueVoltaTensorOp_html_a068f7428a545cbb983f5c7d60c67de66"><div class="ttname"><a href="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueVoltaTensorOp.html#a068f7428a545cbb983f5c7d60c67de66">cutlass::epilogue::threadblock::DefaultEpilogueVoltaTensorOp::WarpTileIterator</a></div><div class="ttdeci">cutlass::epilogue::warp::TileIteratorVoltaTensorOp< typename WarpMmaTensorOp::Shape, gemm::GemmShape< 32, 32, 4 >, ElementAccumulator, LayoutC > WarpTileIterator</div><div class="ttdef"><b>Definition:</b> default_epilogue_volta_tensor_op.h:113</div></div>
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<div class="ttc" id="default__thread__map__volta__tensor__op_8h_html"><div class="ttname"><a href="default__thread__map__volta__tensor__op_8h.html">default_thread_map_volta_tensor_op.h</a></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="classcutlass_1_1epilogue_1_1warp_1_1FragmentIteratorVoltaTensorOp_html"><div class="ttname"><a href="classcutlass_1_1epilogue_1_1warp_1_1FragmentIteratorVoltaTensorOp.html">cutlass::epilogue::warp::FragmentIteratorVoltaTensorOp</a></div><div class="ttdef"><b>Definition:</b> fragment_iterator_volta_tensor_op.h:61</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="shared__load__iterator_8h_html"><div class="ttname"><a href="shared__load__iterator_8h.html">shared_load_iterator.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_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="classcutlass_1_1epilogue_1_1threadblock_1_1Epilogue_html"><div class="ttname"><a href="classcutlass_1_1epilogue_1_1threadblock_1_1Epilogue.html">cutlass::epilogue::threadblock::Epilogue</a></div><div class="ttdoc">Epilogue operator without splitk. </div><div class="ttdef"><b>Definition:</b> epilogue.h:74</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="classcutlass_1_1epilogue_1_1threadblock_1_1PredicatedTileIterator_html"><div class="ttname"><a href="classcutlass_1_1epilogue_1_1threadblock_1_1PredicatedTileIterator.html">cutlass::epilogue::threadblock::PredicatedTileIterator</a></div><div class="ttdef"><b>Definition:</b> epilogue/threadblock/predicated_tile_iterator.h:65</div></div>
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<div class="ttc" id="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueVoltaTensorOp_html_a1760f1d9ecd78f5350099286a9d6d22d"><div class="ttname"><a href="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueVoltaTensorOp.html#a1760f1d9ecd78f5350099286a9d6d22d">cutlass::epilogue::threadblock::DefaultEpilogueVoltaTensorOp::OutputTileIterator</a></div><div class="ttdeci">cutlass::epilogue::threadblock::PredicatedTileIterator< OutputTileThreadMap, ElementOutput > OutputTileIterator</div><div class="ttdef"><b>Definition:</b> default_epilogue_volta_tensor_op.h:99</div></div>
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<div class="ttc" id="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueVoltaTensorOp_html_aacb1250028ea7de4551486e7f570f729"><div class="ttname"><a href="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueVoltaTensorOp.html#aacb1250028ea7de4551486e7f570f729">cutlass::epilogue::threadblock::DefaultEpilogueVoltaTensorOp::ElementAccumulator</a></div><div class="ttdeci">typename WarpMmaTensorOp::ElementC ElementAccumulator</div><div class="ttdef"><b>Definition:</b> default_epilogue_volta_tensor_op.h:81</div></div>
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<div class="ttc" id="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultThreadMapVoltaTensorOp_html"><div class="ttname"><a href="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultThreadMapVoltaTensorOp.html">cutlass::epilogue::threadblock::DefaultThreadMapVoltaTensorOp</a></div><div class="ttdoc">Defines the optimal thread map for TensorOp accumulator layouts. </div><div class="ttdef"><b>Definition:</b> default_thread_map_volta_tensor_op.h:52</div></div>
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<div class="ttc" id="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueVoltaTensorOp_html_a70fe4440f09f6428bc57a4da0017f454"><div class="ttname"><a href="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueVoltaTensorOp.html#a70fe4440f09f6428bc57a4da0017f454">cutlass::epilogue::threadblock::DefaultEpilogueVoltaTensorOp::Padding</a></div><div class="ttdeci">typename WarpTileIterator::Padding Padding</div><div class="ttdoc">Hard-coded padding elements added. </div><div class="ttdef"><b>Definition:</b> default_epilogue_volta_tensor_op.h:126</div></div>
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<div class="ttc" id="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueVoltaTensorOp_html_a6305255f29a4718c6081762aa88a0022"><div class="ttname"><a href="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueVoltaTensorOp.html#a6305255f29a4718c6081762aa88a0022">cutlass::epilogue::threadblock::DefaultEpilogueVoltaTensorOp::OutputTileThreadMap</a></div><div class="ttdeci">typename cutlass::epilogue::threadblock::DefaultThreadMapVoltaTensorOp< Shape, typename WarpMmaTensorOp::Shape, kPartitionsK, ElementOutput, kElementsPerAccess, ElementAccumulator >::Type OutputTileThreadMap</div><div class="ttdef"><b>Definition:</b> default_epilogue_volta_tensor_op.h:94</div></div>
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<div class="ttc" id="classcutlass_1_1epilogue_1_1threadblock_1_1SharedLoadIterator_html"><div class="ttname"><a href="classcutlass_1_1epilogue_1_1threadblock_1_1SharedLoadIterator.html">cutlass::epilogue::threadblock::SharedLoadIterator</a></div><div class="ttdef"><b>Definition:</b> shared_load_iterator.h:61</div></div>
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<div class="ttc" id="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueVoltaTensorOp_html_a4c2725af9f02484797d7b0e9a814fc0d"><div class="ttname"><a href="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueVoltaTensorOp.html#a4c2725af9f02484797d7b0e9a814fc0d">cutlass::epilogue::threadblock::DefaultEpilogueVoltaTensorOp::ElementOutput</a></div><div class="ttdeci">typename OutputOp::ElementOutput ElementOutput</div><div class="ttdef"><b>Definition:</b> default_epilogue_volta_tensor_op.h:79</div></div>
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<div class="ttc" id="reduction__op_8h_html"><div class="ttname"><a href="reduction__op_8h.html">reduction_op.h</a></div><div class="ttdoc">Functor performing reduction operations used by epilogues. </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_1epilogue_1_1threadblock_1_1DefaultEpilogueVoltaTensorOp_html_a590f971c3918c793095aa501051de5cb"><div class="ttname"><a href="structcutlass_1_1epilogue_1_1threadblock_1_1DefaultEpilogueVoltaTensorOp.html#a590f971c3918c793095aa501051de5cb">cutlass::epilogue::threadblock::DefaultEpilogueVoltaTensorOp::OutputOp</a></div><div class="ttdeci">OutputOp_ OutputOp</div><div class="ttdef"><b>Definition:</b> default_epilogue_volta_tensor_op.h:76</div></div>
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