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<a href="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) 2017-2018, 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><sp
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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> convert.h:33</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1Gemm_html_a6b0119ed8d92698dab4de68987c8cc1b"><div class="ttname"><a href="structcutlass_1_1gemm_1_1Gemm.html#a6b0119ed8d92698dab4de68987c8cc1b">cutlass::gemm::Gemm::shared_storage</a></div><div class="ttdeci">SharedStorage & shared_storage</div><div class="ttdoc">The shared storage. </div><div class="ttdef"><b>Definition:</b> gemm.h:313</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1Gemm_html_ae2aa3663f9f6f5708e816dcf7cd66694"><div class="ttname"><a href="structcutlass_1_1gemm_1_1Gemm.html#ae2aa3663f9f6f5708e816dcf7cd66694">cutlass::gemm::Gemm::ScalarD</a></div><div class="ttdeci">Traits::Epilogue::ScalarD ScalarD</div><div class="ttdoc">The scalar for D. </div><div class="ttdef"><b>Definition:</b> gemm.h:99</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1GemmDesc_html_ab91b702a9932144b388fad3159130332"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmDesc.html#ab91b702a9932144b388fad3159130332">cutlass::gemm::GemmDesc::beta</a></div><div class="ttdeci">Scalar_ beta</div><div class="ttdef"><b>Definition:</b> gemm.h:60</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1GemmDesc_html_ac789a7e5d2db65d006f1e8e3df542a6f"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmDesc.html#ac789a7e5d2db65d006f1e8e3df542a6f">cutlass::gemm::GemmDesc::k</a></div><div class="ttdeci">Index_ k</div><div class="ttdef"><b>Definition:</b> gemm.h:58</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1Gemm_html_ad10627d508fad0efae1fb91b26d7a6b7"><div class="ttname"><a href="structcutlass_1_1gemm_1_1Gemm.html#ad10627d508fad0efae1fb91b26d7a6b7">cutlass::gemm::Gemm::SharedStorage</a></div><div class="ttdeci">Traits::SharedStorage SharedStorage</div><div class="ttdoc">The shared storage. </div><div class="ttdef"><b>Definition:</b> gemm.h:88</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1Gemm_1_1Params_html"><div class="ttname"><a href="structcutlass_1_1gemm_1_1Gemm_1_1Params.html">cutlass::gemm::Gemm::Params</a></div><div class="ttdoc">The params. </div><div class="ttdef"><b>Definition:</b> gemm.h:107</div></div>
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<div class="ttc" id="coord_8h_html"><div class="ttname"><a href="coord_8h.html">coord.h</a></div><div class="ttdoc">A Coord is a coordinate of arbitrary rank into a tensor or matrix. </div></div>
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<div class="ttc" id="namespacecutlass_html_a7419519fa453a121dfa5f26bf87318d9"><div class="ttname"><a href="namespacecutlass.html#a7419519fa453a121dfa5f26bf87318d9">cutlass::make_Coord</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE Coord< 1 > make_Coord(int _0)</div><div class="ttdoc">Helper to make a 2-element coordinate. </div><div class="ttdef"><b>Definition:</b> coord.h:241</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1Gemm_html_a3c292637ab0ec8e73856d0cf6efb6da2"><div class="ttname"><a href="structcutlass_1_1gemm_1_1Gemm.html#a3c292637ab0ec8e73856d0cf6efb6da2">cutlass::gemm::Gemm::params</a></div><div class="ttdeci">Params const & params</div><div class="ttdoc">The params. </div><div class="ttdef"><b>Definition:</b> gemm.h:311</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1GemmDesc_html_a5c2b3e75cb6873762ba3f85487b78579"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmDesc.html#a5c2b3e75cb6873762ba3f85487b78579">cutlass::gemm::GemmDesc::m</a></div><div class="ttdeci">Index_ m</div><div class="ttdoc">The dimensions of the GEMM. </div><div class="ttdef"><b>Definition:</b> gemm.h:58</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1Gemm_html_a71f0c91768a1a87e94030c8c2db51e55"><div class="ttname"><a href="structcutlass_1_1gemm_1_1Gemm.html#a71f0c91768a1a87e94030c8c2db51e55">cutlass::gemm::Gemm::ScalarC</a></div><div class="ttdeci">Traits::Epilogue::ScalarC ScalarC</div><div class="ttdoc">The scalar for C. </div><div class="ttdef"><b>Definition:</b> gemm.h:97</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1GemmDesc_html_a7591ce0223b0d05c4d6fca6c67b98bfe"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmDesc.html#a7591ce0223b0d05c4d6fca6c67b98bfe">cutlass::gemm::GemmDesc::ldb</a></div><div class="ttdeci">Index_ ldb</div><div class="ttdoc">The stride for B. </div><div class="ttdef"><b>Definition:</b> gemm.h:68</div></div>
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<div class="ttc" id="platform_8h_html"><div class="ttname"><a href="platform_8h.html">platform.h</a></div><div class="ttdoc">C++ features that may be otherwise unimplemented for CUDA device functions. </div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1Gemm_html_a2e844037d2527b842de3590cb783a49f"><div class="ttname"><a href="structcutlass_1_1gemm_1_1Gemm.html#a2e844037d2527b842de3590cb783a49f">cutlass::gemm::Gemm::multiply_add</a></div><div class="ttdeci">CUTLASS_DEVICE void multiply_add()</div><div class="ttdoc">Do the GEMM. </div><div class="ttdef"><b>Definition:</b> gemm.h:197</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1Gemm_html_a29f52e33e1f1cf150f5062d9ad2590ff"><div class="ttname"><a href="structcutlass_1_1gemm_1_1Gemm.html#a29f52e33e1f1cf150f5062d9ad2590ff">cutlass::gemm::Gemm::Traits</a></div><div class="ttdeci">GemmTraits_ Traits</div><div class="ttdoc">The traits. </div><div class="ttdef"><b>Definition:</b> gemm.h:86</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1Gemm_html_a9349fc5f20215c1c6508e250b0b4e936"><div class="ttname"><a href="structcutlass_1_1gemm_1_1Gemm.html#a9349fc5f20215c1c6508e250b0b4e936">cutlass::gemm::Gemm::ScalarEpilogue</a></div><div class="ttdeci">Traits::Epilogue::Scalar ScalarEpilogue</div><div class="ttdoc">The scalar in the epilogue. </div><div class="ttdef"><b>Definition:</b> gemm.h:95</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1GemmDesc_html_acee9727aa6cb612a25cd6ced4829061a"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmDesc.html#acee9727aa6cb612a25cd6ced4829061a">cutlass::gemm::GemmDesc::n</a></div><div class="ttdeci">Index_ n</div><div class="ttdef"><b>Definition:</b> gemm.h:58</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1Gemm_html_ae6f11bb666c2c8510e99200a2c0fc2f4"><div class="ttname"><a href="structcutlass_1_1gemm_1_1Gemm.html#ae6f11bb666c2c8510e99200a2c0fc2f4">cutlass::gemm::Gemm::ScalarB</a></div><div class="ttdeci">Traits::ScalarB ScalarB</div><div class="ttdoc">The scalar for B. </div><div class="ttdef"><b>Definition:</b> gemm.h:93</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1ClearAccumulators_html"><div class="ttname"><a href="structcutlass_1_1gemm_1_1ClearAccumulators.html">cutlass::gemm::ClearAccumulators</a></div><div class="ttdef"><b>Definition:</b> clear_accumulators.h:38</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1GemmDesc_html_a30326e2d81c8e154d749f35837903216"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmDesc.html#a30326e2d81c8e154d749f35837903216">cutlass::gemm::GemmDesc::d_d</a></div><div class="ttdeci">void * d_d</div><div class="ttdoc">The destination matrix D. </div><div class="ttdef"><b>Definition:</b> gemm.h:74</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1Gemm_html"><div class="ttname"><a href="structcutlass_1_1gemm_1_1Gemm.html">cutlass::gemm::Gemm</a></div><div class="ttdef"><b>Definition:</b> gemm.h:82</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:60</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1Gemm_html_a4f4122a2ae8b9b09a9660e5c2ca9e906"><div class="ttname"><a href="structcutlass_1_1gemm_1_1Gemm.html#a4f4122a2ae8b9b09a9660e5c2ca9e906">cutlass::gemm::Gemm::launch</a></div><div class="ttdeci">static __host__ cudaError_t launch(CUfunction kernel, Params const &params, CUstream stream=CU_STREAM_LEGACY)</div><div class="ttdoc">Launch the kernel. </div><div class="ttdef"><b>Definition:</b> gemm.h:164</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1GemmDesc_html_aae63781de41962f496da469684919447"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmDesc.html#aae63781de41962f496da469684919447">cutlass::gemm::GemmDesc::d_a</a></div><div class="ttdeci">void const * d_a</div><div class="ttdoc">The source matrix A. </div><div class="ttdef"><b>Definition:</b> gemm.h:62</div></div>
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<div class="ttc" id="namespacecutlass_1_1gemm_html_ad9577c9086b0f7fd1202d7f8109e4439"><div class="ttname"><a href="namespacecutlass_1_1gemm.html#ad9577c9086b0f7fd1202d7f8109e4439">cutlass::gemm::gemm_kernel</a></div><div class="ttdeci">__global__ void gemm_kernel(typename Gemm_::Params params)</div><div class="ttdef"><b>Definition:</b> gemm.h:43</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1Gemm_1_1Params_html_ac00c9d78a187d9c7d53399f971c0e129"><div class="ttname"><a href="structcutlass_1_1gemm_1_1Gemm_1_1Params.html#ac00c9d78a187d9c7d53399f971c0e129">cutlass::gemm::Gemm::Params::initialize</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE int initialize(Index m, Index n, Index k, ScalarEpilogue alpha, ScalarA const *d_a, Index lda, ScalarB const *d_b, Index ldb, ScalarEpilogue beta, ScalarC const *d_c, Index ldc, ScalarD *d_d, Index ldd)</div><div class="ttdef"><b>Definition:</b> gemm.h:108</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1GemmDesc_html_a62ad30ba419ccb661e6700da98221789"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmDesc.html#a62ad30ba419ccb661e6700da98221789">cutlass::gemm::GemmDesc::lda</a></div><div class="ttdeci">Index_ lda</div><div class="ttdoc">The stride for A. </div><div class="ttdef"><b>Definition:</b> gemm.h:64</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:46</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1Gemm_html_a26c13e8bbad805760443ef6df475e317"><div class="ttname"><a href="structcutlass_1_1gemm_1_1Gemm.html#a26c13e8bbad805760443ef6df475e317">cutlass::gemm::Gemm::This_</a></div><div class="ttdeci">Gemm< GemmTraits_ > This_</div><div class="ttdoc">This class. </div><div class="ttdef"><b>Definition:</b> gemm.h:84</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1GemmDesc_html_a0f492560cabc45cd492da65b819d09db"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmDesc.html#a0f492560cabc45cd492da65b819d09db">cutlass::gemm::GemmDesc::ldc</a></div><div class="ttdeci">Index_ ldc</div><div class="ttdoc">The stride for C. </div><div class="ttdef"><b>Definition:</b> gemm.h:72</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1Gemm_html_a8bff0bd32aec05f8c1e282024be0bcfd"><div class="ttname"><a href="structcutlass_1_1gemm_1_1Gemm.html#a8bff0bd32aec05f8c1e282024be0bcfd">cutlass::gemm::Gemm::Gemm</a></div><div class="ttdeci">CUTLASS_DEVICE Gemm(Params const &params_, SharedStorage &shared_storage_)</div><div class="ttdoc">Ctor. </div><div class="ttdef"><b>Definition:</b> gemm.h:193</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:145</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1GemmDesc_html_a3280e5c5484f5c10d1412bcb70eb77e9"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmDesc.html#a3280e5c5484f5c10d1412bcb70eb77e9">cutlass::gemm::GemmDesc::ldd</a></div><div class="ttdeci">Index_ ldd</div><div class="ttdoc">The stride for D. </div><div class="ttdef"><b>Definition:</b> gemm.h:76</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1Gemm_html_a6fcf9daef57558e1bb932c6eba99721b"><div class="ttname"><a href="structcutlass_1_1gemm_1_1Gemm.html#a6fcf9daef57558e1bb932c6eba99721b">cutlass::gemm::Gemm::ScalarA</a></div><div class="ttdeci">Traits::ScalarA ScalarA</div><div class="ttdoc">The scalar for A. </div><div class="ttdef"><b>Definition:</b> gemm.h:91</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1ClearAccumulators_html_adb8026a19b09e9a581ec767c2c2da4ab"><div class="ttname"><a href="structcutlass_1_1gemm_1_1ClearAccumulators.html#adb8026a19b09e9a581ec767c2c2da4ab">cutlass::gemm::ClearAccumulators::clear</a></div><div class="ttdeci">CUTLASS_DEVICE void clear(Fragment_ &fragment)</div><div class="ttdoc">Clear the fragment. </div><div class="ttdef"><b>Definition:</b> clear_accumulators.h:47</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1Gemm_html_a41239809be4ebc730dd8ff28c9efc58b"><div class="ttname"><a href="structcutlass_1_1gemm_1_1Gemm.html#a41239809be4ebc730dd8ff28c9efc58b">cutlass::gemm::Gemm::kThreads</a></div><div class="ttdeci">static int const kThreads</div><div class="ttdoc">The number of threads. </div><div class="ttdef"><b>Definition:</b> gemm.h:104</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1GemmDesc_html_a053c2b529be527f510ee317737fbf7e8"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmDesc.html#a053c2b529be527f510ee317737fbf7e8">cutlass::gemm::GemmDesc::alpha</a></div><div class="ttdeci">Scalar_ alpha</div><div class="ttdoc">The alpha/beta scaling values. </div><div class="ttdef"><b>Definition:</b> gemm.h:60</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1GemmDesc_html_aa2b3126c082d04fd31521cb0e84cf4d5"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmDesc.html#aa2b3126c082d04fd31521cb0e84cf4d5">cutlass::gemm::GemmDesc::d_c</a></div><div class="ttdeci">void const * d_c</div><div class="ttdoc">The source matrix C. </div><div class="ttdef"><b>Definition:</b> gemm.h:70</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1Gemm_html_a77ae137aec79b4061a9ffa09aabf641c"><div class="ttname"><a href="structcutlass_1_1gemm_1_1Gemm.html#a77ae137aec79b4061a9ffa09aabf641c">cutlass::gemm::Gemm::launch</a></div><div class="ttdeci">static __host__ cudaError_t launch(Params const &params, cudaStream_t stream=cudaStreamDefault)</div><div class="ttdoc">Launch the kernel. </div><div class="ttdef"><b>Definition:</b> gemm.h:141</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1Gemm_html_a0aca711d07245f3071adeb1111fedd34"><div class="ttname"><a href="structcutlass_1_1gemm_1_1Gemm.html#a0aca711d07245f3071adeb1111fedd34">cutlass::gemm::Gemm::Index</a></div><div class="ttdeci">Traits::Index Index</div><div class="ttdoc">The index. </div><div class="ttdef"><b>Definition:</b> gemm.h:101</div></div>
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<div class="ttc" id="structcutlass_1_1gemm_1_1GemmDesc_html_a05915032eba39bc9b085bec5ff17257b"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmDesc.html#a05915032eba39bc9b085bec5ff17257b">cutlass::gemm::GemmDesc::d_b</a></div><div class="ttdeci">void const * d_b</div><div class="ttdoc">The source matrix B. </div><div class="ttdef"><b>Definition:</b> gemm.h:66</div></div>
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