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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>&#160;<span class="comment">/***************************************************************************************************</span></div><div class="line"><a name="l00002"></a><span class="lineno"> 2</span>&#160;<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>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00004"></a><span class="lineno"> 4</span>&#160;<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>&#160;<span class="comment"> * provided that the following conditions are met:</span></div><div class="line"><a name="l00006"></a><span class="lineno"> 6</span>&#160;<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>&#160;<span class="comment"> * conditions and the following disclaimer.</span></div><div class="line"><a name="l00008"></a><span class="lineno"> 8</span>&#160;<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>&#160;<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>&#160;<span class="comment"> * provided with the distribution.</span></div><div class="line"><a name="l00011"></a><span class="lineno"> 11</span>&#160;<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>&#160;<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>&#160;<span class="comment"> * permission.</span></div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span>&#160;<span class="comment"> * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS &quot;AS IS&quot; AND ANY EXPRESS OR</span></div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span>&#160;<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>&#160;<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>&#160;<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>&#160;<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>&#160;<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>&#160;<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
<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 &amp; shared_storage</div><div class="ttdoc">The shared storage. </div><div class="ttdef"><b>Definition:</b> gemm.h:349</div></div>
<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:109</div></div>
<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:98</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="structcutlass_1_1gemm_1_1Launch_html_a8552a524b9419f60bf8ef3c6b8528d27"><div class="ttname"><a href="structcutlass_1_1gemm_1_1Launch.html#a8552a524b9419f60bf8ef3c6b8528d27">cutlass::gemm::Launch::Launch</a></div><div class="ttdeci">Launch(typename Gemm::Params params, dim3 grid, dim3 block, cudaStream_t stream=0)</div><div class="ttdef"><b>Definition:</b> gemm.h:74</div></div>
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<div class="ttc" id="performance__tuning_8h_html_a8e18ced39c05ab3304bb4fcdc0cc9f71"><div class="ttname"><a href="performance__tuning_8h.html#a8e18ced39c05ab3304bb4fcdc0cc9f71">CUTLASS_GEMM_LOOP</a></div><div class="ttdeci">#define CUTLASS_GEMM_LOOP</div><div class="ttdef"><b>Definition:</b> performance_tuning.h:39</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 &amp; params</div><div class="ttdoc">The params. </div><div class="ttdef"><b>Definition:</b> gemm.h:347</div></div>
<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:107</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_1Launch_3_01Gemm_00_01false_01_4_html_ab7a89806834a5fa8022daae4180e6180"><div class="ttname"><a href="structcutlass_1_1gemm_1_1Launch_3_01Gemm_00_01false_01_4.html#ab7a89806834a5fa8022daae4180e6180">cutlass::gemm::Launch&lt; Gemm, false &gt;::Launch</a></div><div class="ttdeci">Launch(typename Gemm::Params params, dim3 grid, dim3 block, cudaStream_t stream=0)</div><div class="ttdef"><b>Definition:</b> gemm.h:84</div></div>
<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:237</div></div>
<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:96</div></div>
<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:105</div></div>
<div class="ttc" id="structcutlass_1_1gemm_1_1Gemm_html_af8bb78ae198af4dccb0241da44428053"><div class="ttname"><a href="structcutlass_1_1gemm_1_1Gemm.html#af8bb78ae198af4dccb0241da44428053">cutlass::gemm::Gemm::consume_tile</a></div><div class="ttdeci">CUTLASS_DEVICE void consume_tile(typename Traits::GlobalLoadStream &amp;global_to_shared_stream, typename Traits::SharedStream &amp;shared_load_stream, typename MultiplyAdd::Accumulators &amp;accumulators, Index outer_k)</div><div class="ttdoc">Computes a warp-level GEMM on data held in shared memory. </div><div class="ttdef"><b>Definition:</b> gemm.h:178</div></div>
<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:103</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_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:92</div></div>
<div class="ttc" id="structcutlass_1_1gemm_1_1Gemm_html_ab806302d059fc7cd113ec0b5ab5a9835"><div class="ttname"><a href="structcutlass_1_1gemm_1_1Gemm.html#ab806302d059fc7cd113ec0b5ab5a9835">cutlass::gemm::Gemm::MultiplyAdd</a></div><div class="ttdeci">Traits::MultiplyAdd MultiplyAdd</div><div class="ttdoc">Define the mainloop iteration size. </div><div class="ttdef"><b>Definition:</b> gemm.h:114</div></div>
<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 &amp;params, CUstream stream=CU_STREAM_LEGACY)</div><div class="ttdoc">Launch the kernel. </div><div class="ttdef"><b>Definition:</b> gemm.h:147</div></div>
<div class="ttc" id="structcutlass_1_1gemm_1_1Gemm_html_ada54b3bc2005ed919dbdda9d500a2356"><div class="ttname"><a href="structcutlass_1_1gemm_1_1Gemm.html#ada54b3bc2005ed919dbdda9d500a2356">cutlass::gemm::Gemm::kWarpGemmSteps</a></div><div class="ttdeci">static Index const kWarpGemmSteps</div><div class="ttdef"><b>Definition:</b> gemm.h:120</div></div>
<div class="ttc" id="structcutlass_1_1gemm_1_1Launch_html"><div class="ttname"><a href="structcutlass_1_1gemm_1_1Launch.html">cutlass::gemm::Launch</a></div><div class="ttdoc">Partial specialization for launching the GEMM kernel with or without launch bounds. </div><div class="ttdef"><b>Definition:</b> gemm.h:73</div></div>
<div class="ttc" id="namespacecutlass_1_1gemm_html_a01dd61085e2b3f578a7fc266b94fac55"><div class="ttname"><a href="namespacecutlass_1_1gemm.html#a01dd61085e2b3f578a7fc266b94fac55">cutlass::gemm::__launch_bounds__</a></div><div class="ttdeci">__global__ __launch_bounds__(Gemm_::kThreads) void gemm_kernel(typename Gemm_</div><div class="ttdoc">GEMM kernel with launch bounds specified. </div><div class="ttdef"><b>Definition:</b> gemm.h:43</div></div>
<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&lt; GemmTraits_ &gt; This_</div><div class="ttdoc">This class. </div><div class="ttdef"><b>Definition:</b> gemm.h:94</div></div>
<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 &amp;params_, SharedStorage &amp;shared_storage_)</div><div class="ttdoc">Ctor. </div><div class="ttdef"><b>Definition:</b> gemm.h:173</div></div>
<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>
<div class="ttc" id="structcutlass_1_1Coord_html"><div class="ttname"><a href="structcutlass_1_1Coord.html">cutlass::Coord&lt; 3 &gt;</a></div></div>
<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:101</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_ &amp;fragment)</div><div class="ttdoc">Clear the fragment. </div><div class="ttdef"><b>Definition:</b> clear_accumulators.h:50</div></div>
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<div class="ttc" id="namespacecutlass_1_1gemm_html_ae23b870e60261e2322f3c6edb3d2bcb9"><div class="ttname"><a href="namespacecutlass_1_1gemm.html#ae23b870e60261e2322f3c6edb3d2bcb9">cutlass::gemm::gemm_kernel_nolb</a></div><div class="ttdeci">__global__ void gemm_kernel_nolb(typename Gemm_::Params params)</div><div class="ttdoc">GEMM kernel without launch bounds specified. </div><div class="ttdef"><b>Definition:</b> gemm.h:59</div></div>
<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:117</div></div>
<div class="ttc" id="structcutlass_1_1gemm_1_1Gemm_html_a054d5e87f1985ae7e53fc07f4c16d916"><div class="ttname"><a href="structcutlass_1_1gemm_1_1Gemm.html#a054d5e87f1985ae7e53fc07f4c16d916">cutlass::gemm::Gemm::Params</a></div><div class="ttdeci">Traits::Params Params</div><div class="ttdoc">Use the params object defined in traits. </div><div class="ttdef"><b>Definition:</b> gemm.h:124</div></div>
<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 &amp;params, cudaStream_t stream=cudaStreamDefault)</div><div class="ttdoc">Support for NVRTC. </div><div class="ttdef"><b>Definition:</b> gemm.h:136</div></div>
<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:111</div></div>
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