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<a href="vector_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><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="l00028"></a><span class="lineno"> 28</span> <span class="preprocessor">#pragma once</span></div><div class="line"><a name="l00029"></a><span class="lineno"> 29</span> </div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span> <span class="preprocessor">#if !defined(__CUDACC_RTC__) || defined(CUTLASS_NVRTC_HAS_FP16)</span></div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span> <span class="preprocessor">#include <cuda_fp16.h></span></div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span> <span class="preprocessor">#endif</span></div><div class="line"><a name="l00033"></a><span class="lineno"> 33</span> </div><div class="line"><a name="l00034"></a><span class="lineno"> 34</span> <span class="preprocessor">#include <<a class="code" href="platform_8h.html">cutlass/util/platform.h</a>></span></div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span> </div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span> <span class="keyword">namespace </span><a class="code" href="namespacecutlass.html">cutlass</a> {</div><div class="line"><a name="l00037"></a><span class="lineno"> 37</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="keyword">template</span> <<span class="keywordtype">size_t</span> kAlignment_></div><div class="line"><a name="l00041"></a><span class="lineno"><a class="line" href="structcutlass_1_1AlignedStruct.html"> 41</a></span> <span class="keyword">struct </span><a class="code" href="structcutlass_1_1AlignedStruct.html">AlignedStruct</a> {};</div><div class="line"><a name="l00042"></a><span class="lineno"> 42</span> </div><div class="line"><a name="l00043"></a><span class="lineno"> 43</span> <span class="keyword">template</span> <></div><div class="line"><a name="l00044"></a><span class="lineno"><a class="line" href="namespacecutlass.html#ae6ee3d9361526f859d737d9c68c13706"> 44</a></span> <span class="keyword">struct </span><a class="code" href="namespacecutlass.html#ae6ee3d9361526f859d737d9c68c13706">__align__</a>(1) <a class="code" href="structcutlass_1_1AlignedStruct.html">AlignedStruct</a><1>{};</div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span> <span class="keyword">template</span> <></div><div class="line"><a name="l00046"></a><span class="lineno"><a class="line" href="namespacecutlass.html#a602227fad962270da185209ecc6012f2"> 46</a></span> <span class="keyword">struct </span><a class="code" href="namespacecutlass.html#ae6ee3d9361526f859d737d9c68c13706">__align__</a>(2) <a class="code" href="structcutlass_1_1AlignedStruct.html">AlignedStruct</a><2>{};</div><div class="line"><a name="l00047"></a><span class="lineno"> 47</span> <span class="keyword">template</span> <></div><div class="line"><a name="l00048"></a><span class="lineno"><a class="line" href="namespacecutlass.html#a266d7d2ae6e79537e46ee37b4fdface7"> 48</a></span> <span class="keyword">struct </span><a class="code" href="namespacecutlass.html#ae6ee3d9361526f859d737d9c68c13706">__align__</a>(4) <a class="code" href="structcutlass_1_1AlignedStruct.html">AlignedStruct</a><4>{};</div><div class="line"><a name="l00049"></a><span class="lineno"> 49</span> <span class="keyword">template</span> <></div><div class="line"><a name="l00050"></a><span class="lineno"><a class="line" href="namespacecutlass.html#a1101e01215ddb0e5a7b120a4541a3c4e"> 50</a></span> <span class="keyword">struct </span><a class="code" href="namespacecutlass.html#ae6ee3d9361526f859d737d9c68c13706">__align__</a>(8) <a class="code" href="structcutlass_1_1AlignedStruct.html">AlignedStruct</a><8>{};</div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span> <span class="keyword">template</span> <></div><div class="line"><a name="l00052"></a><span class="lineno"><a class="line" href="namespacecutlass.html#aa4071cf5103f352a5100d9b4bba895e2"> 52</a></span> <span class="keyword">struct </span><a class="code" href="namespacecutlass.html#ae6ee3d9361526f859d737d9c68c13706">__align__</a>(16) <a class="code" href="structcutlass_1_1AlignedStruct.html">AlignedStruct</a><16>{};</div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span> <span class="keyword">template</span> <></div><div class="line"><a name="l00054"></a><span class="lineno"><a class="line" href="namespacecutlass.html#ada65694bdd4b70d4c9d769a536275a47"> 54</a></span> <span class="keyword">struct </span><a class="code" href="namespacecutlass.html#ae6ee3d9361526f859d737d9c68c13706">__align__</a>(32) <a class="code" href="structcutlass_1_1AlignedStruct.html">AlignedStruct</a><32>{};</div><div class="line"><a name="l00055"></a><span class="lineno"> 55</span> <span class="keyword">template</span> <></div><div class="line"><a name="l00056"></a><span class="lineno"><a class="line" href="namespacecutlass.html#aa80a7cb3febd19b96f2ecbcb610b1b9e"> 56</a></span> <span class="keyword">struct </span><a class="code" href="namespacecutlass.html#ae6ee3d9361526f859d737d9c68c13706">__align__</a>(64) <a class="code" href="structcutlass_1_1AlignedStruct.html">AlignedStruct</a><64>{};</div><div class="line"><a name="l00057"></a><span class="lineno"> 57</span> </div><div class="line"><a name="l00059"></a><span class="lineno"> 59</span> </div><div class="line"><a name="l00060"></a><span class="lineno"> 60</span> <span class="keyword">template</span> <<span class="keyword">typename</span> Scalar_, <span class="keywordtype">int</span> kLanes_></div><div class="line"><a name="l00061"></a><span class="lineno"><a class="line" href="unioncutlass_1_1Vector.html"> 61</a></span> <span class="keyword">union </span><a class="code" href="unioncutlass_1_1Vector.html">Vector</a> {</div><div class="line"><a name="l00063"></a><span class="lineno"><a class="line" href="unioncutlass_1_1Vector.html#a56875d7cbf921261e68e1f63212db5bd"> 63</a></span>  <span class="keyword">typedef</span> Scalar_ <a class="code" href="unioncutlass_1_1Vector.html#a56875d7cbf921261e68e1f63212db5bd">Scalar</a>;</div><div class="line"><a name="l00064"></a><span class="lineno"> 64</span> </div><div class="line"><a name="l00066"></a><span class="lineno"><a class="line" href="unioncutlass_1_1Vector.html#a824f9ab976c8e7f035236af03e5ae839a605c5e987bc7b08d743f29a6524abb27"> 66</a></span>  <span class="keyword">enum</span> { <a class="code" href="unioncutlass_1_1Vector.html#a824f9ab976c8e7f035236af03e5ae839a605c5e987bc7b08d743f29a6524abb27">kLanes</a> = kLanes_ };</div><div class="line"><a name="l00068"></a><span class="lineno"><a class="line" href="unioncutlass_1_1Vector.html#abf0c16b6f9cb8439835ebdb271d58763afaf4b62c6bcafbf961c5570364a0316e"> 68</a></span>  <span class="keyword">enum</span> { <a class="code" href="unioncutlass_1_1Vector.html#abf0c16b6f9cb8439835ebdb271d58763afaf4b62c6bcafbf961c5570364a0316e">kVectorSize</a> = <a class="code" href="unioncutlass_1_1Vector.html#a824f9ab976c8e7f035236af03e5ae839a605c5e987bc7b08d743f29a6524abb27">kLanes</a> * (int)<span class="keyword">sizeof</span>(<a class="code" href="unioncutlass_1_1Vector.html#a56875d7cbf921261e68e1f63212db5bd">Scalar</a>) };</div><div class="line"><a name="l00070"></a><span class="lineno"> 70</span>  <span class="keyword">enum</span> { kRegisters = <a class="code" href="unioncutlass_1_1Vector.html#abf0c16b6f9cb8439835ebdb271d58763afaf4b62c6bcafbf961c5570364a0316e">kVectorSize</a> < 4 ? 1 : <a class="code" href="unioncutlass_1_1Vector.html#abf0c16b6f9cb8439835ebdb271d58763afaf4b62c6bcafbf961c5570364a0316e">kVectorSize</a> / 4 };</div><div class="line"><a name="l00071"></a><span class="lineno"> 71</span> </div><div class="line"><a name="l00072"></a><span class="lineno"> 72</span>  <span class="comment">// Make sure that the vector type makes sense.</span></div><div class="line"><a name="l00073"></a><span class="lineno"><a class="line" href="unioncutlass_1_1Vector.html#a9e9352594fcd022526d5b69b6c25c99c"> 73</a></span>  <a class="code" href="platform_8h.html#adde4c9ea91b753491851361a4198c009">static_assert</a>(<a class="code" href="unioncutlass_1_1Vector.html#abf0c16b6f9cb8439835ebdb271d58763afaf4b62c6bcafbf961c5570364a0316e">kVectorSize</a> <= 16, <span class="stringliteral">"Vector type is too large"</span>);</div><div class="line"><a name="l00074"></a><span class="lineno"> 74</span> </div><div class="line"><a name="l00076"></a><span class="lineno"> 76</span>  <a class="code" href="structcutlass_1_1AlignedStruct.html">AlignedStruct<kVectorSize></a> <a class="code" href="unioncutlass_1_1Vector.html#a9e9352594fcd022526d5b69b6c25c99c">aligned_</a>;</div><div class="line"><a name="l00078"></a><span class="lineno"><a class="line" href="unioncutlass_1_1Vector.html#a091080b4e9db9e89734f44ceb985d78f"> 78</a></span>  <a class="code" href="unioncutlass_1_1Vector.html#a56875d7cbf921261e68e1f63212db5bd">Scalar</a> <a class="code" href="unioncutlass_1_1Vector.html#a091080b4e9db9e89734f44ceb985d78f">scalars</a>[<a class="code" href="unioncutlass_1_1Vector.html#a824f9ab976c8e7f035236af03e5ae839a605c5e987bc7b08d743f29a6524abb27">kLanes</a>];</div><div class="line"><a name="l00080"></a><span class="lineno"><a class="line" href="unioncutlass_1_1Vector.html#a29dab07949206cc1609543ffcefd1e5a"> 80</a></span>  uint32_t <a class="code" href="unioncutlass_1_1Vector.html#a29dab07949206cc1609543ffcefd1e5a">registers</a>[kRegisters];</div><div class="line"><a name="l00081"></a><span class="lineno"> 81</span> </div><div class="line"><a name="l00083"></a><span class="lineno"><a class="line" href="unioncutlass_1_1Vector.html#a250860c921c94a6077344f9e11bf5b02"> 83</a></span>  CUTLASS_DEVICE <a class="code" href="unioncutlass_1_1Vector.html#a56875d7cbf921261e68e1f63212db5bd">Scalar</a> <span class="keyword">const</span>& <a class="code" href="unioncutlass_1_1Vector.html#a250860c921c94a6077344f9e11bf5b02">operator[]</a>(uint32_t i)<span class="keyword"> const </span>{ <span class="keywordflow">return</span> <a class="code" href="unioncutlass_1_1Vector.html#a091080b4e9db9e89734f44ceb985d78f">scalars</a>[i]; }</div><div class="line"><a name="l00085"></a><span class="lineno"><a class="line" href="unioncutlass_1_1Vector.html#a44cc27bf8a7b789b4ae8538155a50156"> 85</a></span>  CUTLASS_DEVICE <a class="code" href="unioncutlass_1_1Vector.html#a56875d7cbf921261e68e1f63212db5bd">Scalar</a>& <a class="code" href="unioncutlass_1_1Vector.html#a44cc27bf8a7b789b4ae8538155a50156">operator[]</a>(uint32_t i) { <span class="keywordflow">return</span> <a class="code" href="unioncutlass_1_1Vector.html#a091080b4e9db9e89734f44ceb985d78f">scalars</a>[i]; }</div><div class="line"><a name="l00086"></a><span class="lineno"> 86</span> };</div><div class="line"><a name="l00087"></a><span class="lineno"> 87</span> </div><div class="line"><a name="l00089"></a><span class="lineno"> 89</span> </div><div class="line"><a name="l00090"></a><span class="lineno"> 90</span> <span class="preprocessor">#if !defined(__CUDACC_RTC__) || defined(CUTLASS_NVRTC_HAS_FP16)</span></div><div class="line"><a name="l00091"></a><span class="lineno"> 91</span> </div><div class="line"><a name="l00092"></a><span class="lineno"> 92</span> <span class="keyword">template</span> <<span class="keywordtype">int</span> kLanes_></div><div class="line"><a name="l00093"></a><span class="lineno"><a class="line" href="unioncutlass_1_1Vector_3_01half_00_01kLanes___01_4.html"> 93</a></span> <span class="keyword">union </span><a class="code" href="unioncutlass_1_1Vector.html">Vector</a><half, kLanes_> {</div><div class="line"><a name="l00095"></a><span class="lineno"><a class="line" href="unioncutlass_1_1Vector_3_01half_00_01kLanes___01_4.html#a03199df1287d263f7267239c014f1d9b"> 95</a></span>  <span class="keyword">typedef</span> half <a class="code" href="unioncutlass_1_1Vector_3_01half_00_01kLanes___01_4.html#a03199df1287d263f7267239c014f1d9b">Scalar</a>;</div><div class="line"><a name="l00096"></a><span class="lineno"> 96</span> </div><div class="line"><a name="l00098"></a><span class="lineno"><a class="line" href="unioncutlass_1_1Vector_3_01half_00_01kLanes___01_4.html#aa70d2fd36f00b63d321c1f7b6d6c3024ad242b575673ca1bf9cf311e58a966392"> 98</a></span>  <span class="keyword">enum</span> { <a class="code" href="unioncutlass_1_1Vector.html#a824f9ab976c8e7f035236af03e5ae839a605c5e987bc7b08d743f29a6524abb27">kLanes</a> = kLanes_ };</div><div class="line"><a name="l00100"></a><span class="lineno"><a class="line" href="unioncutlass_1_1Vector_3_01half_00_01kLanes___01_4.html#adc4140a7e40be1e4f81c78a657c7ba73abfbb3cf98db2f8af7150efb91cac4e79"> 100</a></span>  <span class="keyword">enum</span> { <a class="code" href="unioncutlass_1_1Vector.html#abf0c16b6f9cb8439835ebdb271d58763afaf4b62c6bcafbf961c5570364a0316e">kVectorSize</a> = <a class="code" href="unioncutlass_1_1Vector.html#a824f9ab976c8e7f035236af03e5ae839a605c5e987bc7b08d743f29a6524abb27">kLanes</a> * (int)<span class="keyword">sizeof</span>(<a class="code" href="unioncutlass_1_1Vector_3_01half_00_01kLanes___01_4.html#a03199df1287d263f7267239c014f1d9b">Scalar</a>) };</div><div class="line"><a name="l00102"></a><span class="lineno"> 102</span>  <span class="keyword">enum</span> { kRegisters = <a class="code" href="unioncutlass_1_1Vector.html#abf0c16b6f9cb8439835ebdb271d58763afaf4b62c6bcafbf961c5570364a0316e">kVectorSize</a> < 4 ? 1 : <a class="code" href="unioncutlass_1_1Vector.html#abf0c16b6f9cb8439835ebdb271d58763afaf4b62c6bcafbf961c5570364a0316e">kVectorSize</a> / 4 };</div><div class="line"><a name="l00103"></a><span class="lineno"> 103</span> </div><div class="line"><a name="l00104"></a><span class="lineno"> 104</span>  <span class="comment">// Make sure that the vector type makes sense.</span></div><div class="line"><a name="l00105"></a><span class="lineno"><a class="line" href="unioncutlass_1_1Vector_3_01half_00_01kLanes___01_4.html#a9e41dbe541a7dddf1e461e0390fe8896"> 105</a></span>  <a class="code" href="platform_8h.html#adde4c9ea91b753491851361a4198c009">static_assert</a>(<a class="code" href="unioncutlass_1_1Vector.html#abf0c16b6f9cb8439835ebdb271d58763afaf4b62c6bcafbf961c5570364a0316e">kVectorSize</a> <= <span class="keywordtype">size_t</span>(16), <span class="stringliteral">"Vector type is too large"</span>);</div><div class="line"><a name="l00106"></a><span class="lineno"> 106</span> </div><div class="line"><a name="l00108"></a><span class="lineno"> 108</span>  <a class="code" href="structcutlass_1_1AlignedStruct.html">AlignedStruct<kVectorSize></a> <a class="code" href="unioncutlass_1_1Vector_3_01half_00_01kLanes___01_4.html#a9e41dbe541a7dddf1e461e0390fe8896">aligned_</a>;</div><div class="line"><a name="l00110"></a><span class="lineno"><a class="line" href="unioncutlass_1_1Vector_3_01half_00_01kLanes___01_4.html#ab4a119a4813f80aa10c25e32f8b115f3"> 110</a></span>  uint16_t <a class="code" href="unioncutlass_1_1Vector.html#a091080b4e9db9e89734f44ceb985d78f">scalars</a>[<a class="code" href="unioncutlass_1_1Vector.html#a824f9ab976c8e7f035236af03e5ae839a605c5e987bc7b08d743f29a6524abb27">kLanes</a>];</div><div class="line"><a name="l00112"></a><span class="lineno"><a class="line" href="unioncutlass_1_1Vector_3_01half_00_01kLanes___01_4.html#abd116dc7a5b82ac9b1481fb1d2bfc93f"> 112</a></span>  uint32_t <a class="code" href="unioncutlass_1_1Vector.html#a29dab07949206cc1609543ffcefd1e5a">registers</a>[kRegisters];</div><div class="line"><a name="l00113"></a><span class="lineno"> 113</span> </div><div class="line"><a name="l00115"></a><span class="lineno"><a class="line" href="unioncutlass_1_1Vector_3_01half_00_01kLanes___01_4.html#ab0516cef8949f5998b5251cc6b6db683"> 115</a></span>  CUTLASS_DEVICE <a class="code" href="unioncutlass_1_1Vector_3_01half_00_01kLanes___01_4.html#a03199df1287d263f7267239c014f1d9b">Scalar</a> <span class="keyword">const</span>& <a class="code" href="unioncutlass_1_1Vector_3_01half_00_01kLanes___01_4.html#ab0516cef8949f5998b5251cc6b6db683">operator[]</a>(uint32_t i)<span class="keyword"> const </span>{</div><div class="line"><a name="l00116"></a><span class="lineno"> 116</span>  <span class="keywordflow">return</span> <span class="keyword">reinterpret_cast<</span><a class="code" href="unioncutlass_1_1Vector_3_01half_00_01kLanes___01_4.html#a03199df1287d263f7267239c014f1d9b">Scalar</a> const&<span class="keyword">></span>(<a class="code" href="unioncutlass_1_1Vector.html#a091080b4e9db9e89734f44ceb985d78f">scalars</a>[i]);</div><div class="line"><a name="l00117"></a><span class="lineno"> 117</span>  }</div><div class="line"><a name="l00119"></a><span class="lineno"><a class="line" href="unioncutlass_1_1Vector_3_01half_00_01kLanes___01_4.html#a8ade80e040264fbd669d3f15c249884e"> 119</a></span>  CUTLASS_DEVICE <a class="code" href="unioncutlass_1_1Vector_3_01half_00_01kLanes___01_4.html#a03199df1287d263f7267239c014f1d9b">Scalar</a>& <a class="code" href="unioncutlass_1_1Vector_3_01half_00_01kLanes___01_4.html#a8ade80e040264fbd669d3f15c249884e">operator[]</a>(uint32_t i) { <span class="keywordflow">return</span> <span class="keyword">reinterpret_cast<</span><a class="code" href="unioncutlass_1_1Vector_3_01half_00_01kLanes___01_4.html#a03199df1287d263f7267239c014f1d9b">Scalar</a>&<span class="keyword">></span>(<a class="code" href="unioncutlass_1_1Vector.html#a091080b4e9db9e89734f44ceb985d78f">scalars</a>[i]); }</div><div class="line"><a name="l00120"></a><span class="lineno"> 120</span> };</div><div class="line"><a name="l00121"></a><span class="lineno"> 121</span> </div><div class="line"><a name="l00122"></a><span class="lineno"> 122</span> <span class="preprocessor">#endif</span></div><div class="line"><a name="l00123"></a><span class="lineno"> 123</span> </div><div class="line"><a name="l00125"></a><span class="lineno"> 125</span> </div><div class="line"><a name="l00126"></a><span class="lineno"> 126</span> <span class="keyword">template</span> <<span class="keyword">typename</span> Scalar_></div><div class="line"><a name="l00127"></a><span class="lineno"><a class="line" href="namespacecutlass.html#acdb62db582cf90cfd437fc56f4ca7bbf"> 127</a></span> CUTLASS_DEVICE <span class="keywordtype">void</span> <a class="code" href="namespacecutlass.html#acdb62db582cf90cfd437fc56f4ca7bbf">make_zero</a>(Scalar_& x) {</div><div class="line"><a name="l00128"></a><span class="lineno"> 128</span>  x = Scalar_(0);</div><div class="line"><a name="l00129"></a><span class="lineno"> 129</span> }</div><div class="line"><a name="l00130"></a><span class="lineno"> 130</span> </div><div class="line"><a name="l00132"></a><span class="lineno"> 132</span> </div><div class="line"><a name="l00133"></a><span class="lineno"> 133</span> <span class="keyword">template</span> <<span class="keyword">typename</span> Element_, <span class="keywordtype">int</span> kLanes_ = 1></div><div class="line"><a name="l00134"></a><span class="lineno"><a class="line" href="structcutlass_1_1Vectorize.html"> 134</a></span> <span class="keyword">struct </span><a class="code" href="structcutlass_1_1Vectorize.html">Vectorize</a> {</div><div class="line"><a name="l00135"></a><span class="lineno"><a class="line" href="structcutlass_1_1Vectorize.html#a070ec95f4297d769ee53a4d8a650c05e"> 135</a></span>  <span class="keyword">typedef</span> <a class="code" href="unioncutlass_1_1Vector.html">Vector<Element_, kLanes_></a> <a class="code" href="structcutlass_1_1Vectorize.html#a070ec95f4297d769ee53a4d8a650c05e">Type</a>;</div><div class="line"><a name="l00136"></a><span class="lineno"> 136</span> };</div><div class="line"><a name="l00137"></a><span class="lineno"> 137</span> </div><div class="line"><a name="l00139"></a><span class="lineno"> 139</span> </div><div class="line"><a name="l00140"></a><span class="lineno"> 140</span> <span class="keyword">template</span> <<span class="keyword">typename</span> Element_></div><div class="line"><a name="l00141"></a><span class="lineno"><a class="line" href="structcutlass_1_1Vectorize_3_01Element___00_011_01_4.html"> 141</a></span> <span class="keyword">struct </span><a class="code" href="structcutlass_1_1Vectorize.html">Vectorize</a><Element_, 1> {</div><div class="line"><a name="l00142"></a><span class="lineno"><a class="line" href="structcutlass_1_1Vectorize_3_01Element___00_011_01_4.html#a79f147933e3f520145aee94ae18da3c5"> 142</a></span>  <span class="keyword">typedef</span> Element_ <a class="code" href="structcutlass_1_1Vectorize_3_01Element___00_011_01_4.html#a79f147933e3f520145aee94ae18da3c5">Type</a>;</div><div class="line"><a name="l00143"></a><span class="lineno"> 143</span> };</div><div class="line"><a name="l00144"></a><span class="lineno"> 144</span> </div><div class="line"><a name="l00146"></a><span class="lineno"> 146</span> </div><div class="line"><a name="l00147"></a><span class="lineno"> 147</span> <span class="keyword">template</span> <<span class="keyword">typename</span> Scalar_, <span class="keywordtype">int</span> kLanes_></div><div class="line"><a name="l00148"></a><span class="lineno"><a class="line" href="namespacecutlass.html#abc5c00b4986db5a114e774cee9999717"> 148</a></span> CUTLASS_DEVICE <span class="keywordtype">void</span> <a class="code" href="namespacecutlass.html#acdb62db582cf90cfd437fc56f4ca7bbf">make_zero</a>(<a class="code" href="unioncutlass_1_1Vector.html">Vector<Scalar_, kLanes_></a>& vec) {</div><div class="line"><a name="l00149"></a><span class="lineno"> 149</span>  <span class="keywordflow">for</span> (<span class="keywordtype">int</span> i = 0; i < Vector<Scalar_, kLanes_>::kRegisters; ++i) {</div><div class="line"><a name="l00150"></a><span class="lineno"> 150</span>  vec.<a class="code" href="unioncutlass_1_1Vector.html#a29dab07949206cc1609543ffcefd1e5a">registers</a>[i] = 0;</div><div class="line"><a name="l00151"></a><span class="lineno"> 151</span>  }</div><div class="line"><a name="l00152"></a><span class="lineno"> 152</span> }</div><div class="line"><a name="l00153"></a><span class="lineno"> 153</span> </div><div class="line"><a name="l00155"></a><span class="lineno"> 155</span> <span class="comment">//</span></div><div class="line"><a name="l00156"></a><span class="lineno"> 156</span> <span class="comment">// cutlass::Extent similar to std::extent but applicable to CUTLASS types</span></div><div class="line"><a name="l00157"></a><span class="lineno"> 157</span> <span class="comment">//</span></div><div class="line"><a name="l00158"></a><span class="lineno"> 158</span> </div><div class="line"><a name="l00160"></a><span class="lineno"> 160</span> <span class="keyword">template</span> <<span class="keyword">typename</span> T></div><div class="line"><a name="l00161"></a><span class="lineno"><a class="line" href="structcutlass_1_1Extent.html"> 161</a></span> <span class="keyword">struct </span><a class="code" href="structcutlass_1_1Extent.html">Extent</a> {</div><div class="line"><a name="l00162"></a><span class="lineno"><a class="line" href="structcutlass_1_1Extent.html#a2cb62986b9a7c168bf79b083f33c4bad"> 162</a></span>  <span class="keyword">static</span> <span class="keywordtype">size_t</span> <span class="keyword">const</span> <a class="code" href="structcutlass_1_1Extent.html#a2cb62986b9a7c168bf79b083f33c4bad">kValue</a> = 1;</div><div class="line"><a name="l00163"></a><span class="lineno"> 163</span> };</div><div class="line"><a name="l00164"></a><span class="lineno"> 164</span> </div><div class="line"><a name="l00166"></a><span class="lineno"> 166</span> <span class="keyword">template</span> <<span class="keyword">typename</span> T, <span class="keywordtype">int</span> Lanes></div><div class="line"><a name="l00167"></a><span class="lineno"><a class="line" href="structcutlass_1_1Extent_3_01Vector_3_01T_00_01Lanes_01_4_01_4.html"> 167</a></span> <span class="keyword">struct </span><a class="code" href="structcutlass_1_1Extent.html">Extent</a><<a class="code" href="unioncutlass_1_1Vector.html">Vector</a><T, Lanes> > {</div><div class="line"><a name="l00168"></a><span class="lineno"><a class="line" href="structcutlass_1_1Extent_3_01Vector_3_01T_00_01Lanes_01_4_01_4.html#a10f7184a9a50de0268efa45dab5dc304"> 168</a></span>  <span class="keyword">static</span> <span class="keywordtype">size_t</span> <span class="keyword">const</span> <a class="code" href="structcutlass_1_1Extent.html#a2cb62986b9a7c168bf79b083f33c4bad">kValue</a> = Lanes;</div><div class="line"><a name="l00169"></a><span class="lineno"> 169</span> };</div><div class="line"><a name="l00170"></a><span class="lineno"> 170</span> </div><div class="line"><a name="l00172"></a><span class="lineno"> 172</span> <span class="keyword">template</span> <<span class="keyword">typename</span> T, <span class="keywordtype">int</span> Lanes></div><div class="line"><a name="l00173"></a><span class="lineno"><a class="line" href="structcutlass_1_1Extent_3_01Vector_3_01T_00_01Lanes_01_4_01const_01_4.html"> 173</a></span> <span class="keyword">struct </span><a class="code" href="structcutlass_1_1Extent.html">Extent</a><<a class="code" href="unioncutlass_1_1Vector.html">Vector</a><T, Lanes> const> {</div><div class="line"><a name="l00174"></a><span class="lineno"><a class="line" href="structcutlass_1_1Extent_3_01Vector_3_01T_00_01Lanes_01_4_01const_01_4.html#a87917a6dfbb1662416c4ea4831669aaf"> 174</a></span>  <span class="keyword">static</span> <span class="keywordtype">size_t</span> <span class="keyword">const</span> <a class="code" href="structcutlass_1_1Extent.html#a2cb62986b9a7c168bf79b083f33c4bad">kValue</a> = Lanes;</div><div class="line"><a name="l00175"></a><span class="lineno"> 175</span> };</div><div class="line"><a name="l00176"></a><span class="lineno"> 176</span> </div><div class="line"><a name="l00178"></a><span class="lineno"> 178</span> </div><div class="line"><a name="l00180"></a><span class="lineno"> 180</span> <span class="keyword">template</span> <<span class="keyword">typename</span> T></div><div class="line"><a name="l00181"></a><span class="lineno"><a class="line" href="structcutlass_1_1VectorTraits.html"> 181</a></span> <span class="keyword">struct </span><a class="code" href="structcutlass_1_1VectorTraits.html">VectorTraits</a> {</div><div class="line"><a name="l00183"></a><span class="lineno"><a class="line" href="structcutlass_1_1VectorTraits.html#ab3b49d7fb52050c13e50e3c75bf72599"> 183</a></span>  <span class="keyword">typedef</span> T <a class="code" href="structcutlass_1_1VectorTraits.html#ab3b49d7fb52050c13e50e3c75bf72599">Scalar</a>;</div><div class="line"><a name="l00184"></a><span class="lineno"> 184</span> </div><div class="line"><a name="l00186"></a><span class="lineno"><a class="line" href="structcutlass_1_1VectorTraits.html#a052e1e5963a9e04482b16cb881d1eaf8"> 186</a></span>  <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> <a class="code" href="structcutlass_1_1VectorTraits.html#a052e1e5963a9e04482b16cb881d1eaf8">kLanes</a> = 1;</div><div class="line"><a name="l00187"></a><span class="lineno"> 187</span> </div><div class="line"><a name="l00189"></a><span class="lineno"><a class="line" href="structcutlass_1_1VectorTraits.html#abf96ea5dfd3212d388cb91e48cc0e6a2"> 189</a></span>  <span class="keyword">static</span> <span class="keywordtype">bool</span> <span class="keyword">const</span> <a class="code" href="structcutlass_1_1VectorTraits.html#abf96ea5dfd3212d388cb91e48cc0e6a2">IsVector</a> = <span class="keyword">false</span>;</div><div class="line"><a name="l00190"></a><span class="lineno"> 190</span> </div><div class="line"><a name="l00192"></a><span class="lineno"><a class="line" href="structcutlass_1_1VectorTraits.html#a4ac6196c07e0d3ba8a03cd72a05026a2"> 192</a></span>  <span class="keyword">typedef</span> <a class="code" href="structcutlass_1_1VectorTraits.html#a4ac6196c07e0d3ba8a03cd72a05026a2">Vector<T, 1></a> <a class="code" href="structcutlass_1_1VectorTraits.html#a4ac6196c07e0d3ba8a03cd72a05026a2">Vector</a>;</div><div class="line"><a name="l00193"></a><span class="lineno"> 193</span> };</div><div class="line"><a name="l00194"></a><span class="lineno"> 194</span> </div><div class="line"><a name="l00196"></a><span class="lineno"> 196</span> <span class="keyword">template</span> <<span class="keyword">typename</span> T, <span class="keywordtype">int</span> Lanes></div><div class="line"><a name="l00197"></a><span class="lineno"><a class="line" href="structcutlass_1_1VectorTraits_3_01Vector_3_01T_00_01Lanes_01_4_01_4.html"> 197</a></span> <span class="keyword">struct </span><a class="code" href="structcutlass_1_1VectorTraits.html">VectorTraits</a><<a class="code" href="structcutlass_1_1VectorTraits_3_01Vector_3_01T_00_01Lanes_01_4_01_4.html#a12b9084c48d2d829730f907485dfb5e5">Vector</a><T, Lanes> > {</div><div class="line"><a name="l00199"></a><span class="lineno"><a class="line" href="structcutlass_1_1VectorTraits_3_01Vector_3_01T_00_01Lanes_01_4_01_4.html#aaf35570b10829356762dcec925a5b4bc"> 199</a></span>  <span class="keyword">typedef</span> T <a class="code" href="structcutlass_1_1VectorTraits_3_01Vector_3_01T_00_01Lanes_01_4_01_4.html#aaf35570b10829356762dcec925a5b4bc">Scalar</a>;</div><div class="line"><a name="l00200"></a><span class="lineno"> 200</span> </div><div class="line"><a name="l00202"></a><span class="lineno"><a class="line" href="structcutlass_1_1VectorTraits_3_01Vector_3_01T_00_01Lanes_01_4_01_4.html#aca745b59c6c21292f119943e5a480f39"> 202</a></span>  <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> <a class="code" href="structcutlass_1_1VectorTraits.html#a052e1e5963a9e04482b16cb881d1eaf8">kLanes</a> = Lanes;</div><div class="line"><a name="l00203"></a><span class="lineno"> 203</span> </div><div class="line"><a name="l00205"></a><span class="lineno"><a class="line" href="structcutlass_1_1VectorTraits_3_01Vector_3_01T_00_01Lanes_01_4_01_4.html#aead181209c756f25ab5870682670bb99"> 205</a></span>  <span class="keyword">static</span> <span class="keywordtype">bool</span> <span class="keyword">const</span> <a class="code" href="structcutlass_1_1VectorTraits.html#abf96ea5dfd3212d388cb91e48cc0e6a2">IsVector</a> = <span class="keyword">true</span>;</div><div class="line"><a name="l00206"></a><span class="lineno"> 206</span> </div><div class="line"><a name="l00208"></a><span class="lineno"><a class="line" href="structcutlass_1_1VectorTraits_3_01Vector_3_01T_00_01Lanes_01_4_01_4.html#a12b9084c48d2d829730f907485dfb5e5"> 208</a></span>  <span class="keyword">typedef</span> <a class="code" href="structcutlass_1_1VectorTraits_3_01Vector_3_01T_00_01Lanes_01_4_01_4.html#a12b9084c48d2d829730f907485dfb5e5">Vector<T, Lanes></a> <a class="code" href="structcutlass_1_1VectorTraits_3_01Vector_3_01T_00_01Lanes_01_4_01_4.html#a12b9084c48d2d829730f907485dfb5e5">Vector</a>;</div><div class="line"><a name="l00209"></a><span class="lineno"> 209</span> };</div><div class="line"><a name="l00210"></a><span class="lineno"> 210</span> </div><div class="line"><a name="l00212"></a><span class="lineno"> 212</span> <span class="keyword">template</span> <<span class="keyword">typename</span> T, <span class="keywordtype">int</span> Lanes></div><div class="line"><a name="l00213"></a><span class="lineno"><a class="line" href="structcutlass_1_1VectorTraits_3_01Vector_3_01T_00_01Lanes_01_4_01const_01_4.html"> 213</a></span> <span class="keyword">struct </span><a class="code" href="structcutlass_1_1VectorTraits.html">VectorTraits</a><<a class="code" href="structcutlass_1_1VectorTraits_3_01Vector_3_01T_00_01Lanes_01_4_01const_01_4.html#aff21f15596731eacf8c587811bb4ccdb">Vector</a><T, Lanes> const> {</div><div class="line"><a name="l00215"></a><span class="lineno"><a class="line" href="structcutlass_1_1VectorTraits_3_01Vector_3_01T_00_01Lanes_01_4_01const_01_4.html#a6e99dde8432b13472971dc41573a574e"> 215</a></span>  <span class="keyword">typedef</span> T <a class="code" href="structcutlass_1_1VectorTraits_3_01Vector_3_01T_00_01Lanes_01_4_01const_01_4.html#a6e99dde8432b13472971dc41573a574e">Scalar</a>;</div><div class="line"><a name="l00216"></a><span class="lineno"> 216</span> </div><div class="line"><a name="l00218"></a><span class="lineno"><a class="line" href="structcutlass_1_1VectorTraits_3_01Vector_3_01T_00_01Lanes_01_4_01const_01_4.html#a43ac200035052a2c352c8c4b84aac73c"> 218</a></span>  <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> <a class="code" href="structcutlass_1_1VectorTraits.html#a052e1e5963a9e04482b16cb881d1eaf8">kLanes</a> = Lanes;</div><div class="line"><a name="l00219"></a><span class="lineno"> 219</span> </div><div class="line"><a name="l00221"></a><span class="lineno"><a class="line" href="structcutlass_1_1VectorTraits_3_01Vector_3_01T_00_01Lanes_01_4_01const_01_4.html#a893488718d8437970c1b4ed4f4056620"> 221</a></span>  <span class="keyword">static</span> <span class="keywordtype">bool</span> <span class="keyword">const</span> <a class="code" href="structcutlass_1_1VectorTraits.html#abf96ea5dfd3212d388cb91e48cc0e6a2">IsVector</a> = <span class="keyword">true</span>;</div><div class="line"><a name="l00222"></a><span class="lineno"> 222</span> </div><div class="line"><a name="l00224"></a><span class="lineno"><a class="line" href="structcutlass_1_1VectorTraits_3_01Vector_3_01T_00_01Lanes_01_4_01const_01_4.html#aff21f15596731eacf8c587811bb4ccdb"> 224</a></span>  <span class="keyword">typedef</span> <a class="code" href="structcutlass_1_1VectorTraits_3_01Vector_3_01T_00_01Lanes_01_4_01const_01_4.html#aff21f15596731eacf8c587811bb4ccdb">Vector<T, Lanes></a> <a class="code" href="structcutlass_1_1VectorTraits_3_01Vector_3_01T_00_01Lanes_01_4_01const_01_4.html#aff21f15596731eacf8c587811bb4ccdb">Vector</a>;</div><div class="line"><a name="l00225"></a><span class="lineno"> 225</span> };</div><div class="line"><a name="l00226"></a><span class="lineno"> 226</span> </div><div class="line"><a name="l00228"></a><span class="lineno"> 228</span> </div><div class="line"><a name="l00229"></a><span class="lineno"> 229</span> } <span class="comment">// namespace cutlass</span></div><div class="ttc" id="structcutlass_1_1Vectorize_3_01Element___00_011_01_4_html_a79f147933e3f520145aee94ae18da3c5"><div class="ttname"><a href="structcutlass_1_1Vectorize_3_01Element___00_011_01_4.html#a79f147933e3f520145aee94ae18da3c5">cutlass::Vectorize< Element_, 1 >::Type</a></div><div class="ttdeci">Element_ Type</div><div class="ttdef"><b>Definition:</b> vector.h:142</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> convert.h:33</div></div>
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<div class="ttc" id="structcutlass_1_1Vectorize_html"><div class="ttname"><a href="structcutlass_1_1Vectorize.html">cutlass::Vectorize</a></div><div class="ttdef"><b>Definition:</b> vector.h:134</div></div>
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<div class="ttc" id="namespacecutlass_html_acdb62db582cf90cfd437fc56f4ca7bbf"><div class="ttname"><a href="namespacecutlass.html#acdb62db582cf90cfd437fc56f4ca7bbf">cutlass::make_zero</a></div><div class="ttdeci">CUTLASS_DEVICE void make_zero(Scalar_ &x)</div><div class="ttdef"><b>Definition:</b> vector.h:127</div></div>
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<div class="ttc" id="structcutlass_1_1AlignedStruct_html"><div class="ttname"><a href="structcutlass_1_1AlignedStruct.html">cutlass::AlignedStruct</a></div><div class="ttdef"><b>Definition:</b> vector.h:41</div></div>
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<div class="ttc" id="structcutlass_1_1VectorTraits_html_ab3b49d7fb52050c13e50e3c75bf72599"><div class="ttname"><a href="structcutlass_1_1VectorTraits.html#ab3b49d7fb52050c13e50e3c75bf72599">cutlass::VectorTraits::Scalar</a></div><div class="ttdeci">T Scalar</div><div class="ttdoc">Scalar type. </div><div class="ttdef"><b>Definition:</b> vector.h:183</div></div>
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<div class="ttc" id="namespacecutlass_html_ae6ee3d9361526f859d737d9c68c13706"><div class="ttname"><a href="namespacecutlass.html#ae6ee3d9361526f859d737d9c68c13706">cutlass::__align__</a></div><div class="ttdeci">struct __align__(1) AlignedStruct< 1 ></div><div class="ttdef"><b>Definition:</b> vector.h:44</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="unioncutlass_1_1Vector_html_a56875d7cbf921261e68e1f63212db5bd"><div class="ttname"><a href="unioncutlass_1_1Vector.html#a56875d7cbf921261e68e1f63212db5bd">cutlass::Vector::Scalar</a></div><div class="ttdeci">Scalar_ Scalar</div><div class="ttdoc">The scalar type. </div><div class="ttdef"><b>Definition:</b> vector.h:63</div></div>
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<div class="ttc" id="unioncutlass_1_1Vector_html_a824f9ab976c8e7f035236af03e5ae839a605c5e987bc7b08d743f29a6524abb27"><div class="ttname"><a href="unioncutlass_1_1Vector.html#a824f9ab976c8e7f035236af03e5ae839a605c5e987bc7b08d743f29a6524abb27">cutlass::Vector::kLanes</a></div><div class="ttdef"><b>Definition:</b> vector.h:66</div></div>
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<div class="ttc" id="unioncutlass_1_1Vector_3_01half_00_01kLanes___01_4_html_a03199df1287d263f7267239c014f1d9b"><div class="ttname"><a href="unioncutlass_1_1Vector_3_01half_00_01kLanes___01_4.html#a03199df1287d263f7267239c014f1d9b">cutlass::Vector< half, kLanes_ >::Scalar</a></div><div class="ttdeci">half Scalar</div><div class="ttdoc">The scalar type. </div><div class="ttdef"><b>Definition:</b> vector.h:95</div></div>
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<div class="ttc" id="unioncutlass_1_1Vector_html_a29dab07949206cc1609543ffcefd1e5a"><div class="ttname"><a href="unioncutlass_1_1Vector.html#a29dab07949206cc1609543ffcefd1e5a">cutlass::Vector::registers</a></div><div class="ttdeci">uint32_t registers[kRegisters]</div><div class="ttdoc">The data in registers. </div><div class="ttdef"><b>Definition:</b> vector.h:80</div></div>
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<div class="ttc" id="structcutlass_1_1VectorTraits_html_a4ac6196c07e0d3ba8a03cd72a05026a2"><div class="ttname"><a href="structcutlass_1_1VectorTraits.html#a4ac6196c07e0d3ba8a03cd72a05026a2">cutlass::VectorTraits::Vector</a></div><div class="ttdeci">Vector< T, 1 > Vector</div><div class="ttdoc">Type that is always a vector. </div><div class="ttdef"><b>Definition:</b> vector.h:192</div></div>
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<div class="ttc" id="unioncutlass_1_1Vector_3_01half_00_01kLanes___01_4_html_a8ade80e040264fbd669d3f15c249884e"><div class="ttname"><a href="unioncutlass_1_1Vector_3_01half_00_01kLanes___01_4.html#a8ade80e040264fbd669d3f15c249884e">cutlass::Vector< half, kLanes_ >::operator[]</a></div><div class="ttdeci">CUTLASS_DEVICE Scalar & operator[](uint32_t i)</div><div class="ttdoc">Accessor to the ith lane. </div><div class="ttdef"><b>Definition:</b> vector.h:119</div></div>
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<div class="ttc" id="unioncutlass_1_1Vector_html_a44cc27bf8a7b789b4ae8538155a50156"><div class="ttname"><a href="unioncutlass_1_1Vector.html#a44cc27bf8a7b789b4ae8538155a50156">cutlass::Vector::operator[]</a></div><div class="ttdeci">CUTLASS_DEVICE Scalar & operator[](uint32_t i)</div><div class="ttdoc">Accessor to the ith lane. </div><div class="ttdef"><b>Definition:</b> vector.h:85</div></div>
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<div class="ttc" id="structcutlass_1_1VectorTraits_html"><div class="ttname"><a href="structcutlass_1_1VectorTraits.html">cutlass::VectorTraits</a></div><div class="ttdoc">Traits describing properties of vectors and scalar-as-vectors. </div><div class="ttdef"><b>Definition:</b> vector.h:181</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="unioncutlass_1_1Vector_html"><div class="ttname"><a href="unioncutlass_1_1Vector.html">cutlass::Vector</a></div><div class="ttdef"><b>Definition:</b> vector.h:61</div></div>
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<div class="ttc" id="structcutlass_1_1VectorTraits_html_abf96ea5dfd3212d388cb91e48cc0e6a2"><div class="ttname"><a href="structcutlass_1_1VectorTraits.html#abf96ea5dfd3212d388cb91e48cc0e6a2">cutlass::VectorTraits::IsVector</a></div><div class="ttdeci">static bool const IsVector</div><div class="ttdoc">True if the type is actually a cutlass::Vector, otherwise false. </div><div class="ttdef"><b>Definition:</b> vector.h:189</div></div>
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<div class="ttc" id="unioncutlass_1_1Vector_html_a091080b4e9db9e89734f44ceb985d78f"><div class="ttname"><a href="unioncutlass_1_1Vector.html#a091080b4e9db9e89734f44ceb985d78f">cutlass::Vector::scalars</a></div><div class="ttdeci">Scalar scalars[kLanes]</div><div class="ttdoc">The associated array of scalars. </div><div class="ttdef"><b>Definition:</b> vector.h:78</div></div>
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<div class="ttc" id="structcutlass_1_1VectorTraits_3_01Vector_3_01T_00_01Lanes_01_4_01const_01_4_html_aff21f15596731eacf8c587811bb4ccdb"><div class="ttname"><a href="structcutlass_1_1VectorTraits_3_01Vector_3_01T_00_01Lanes_01_4_01const_01_4.html#aff21f15596731eacf8c587811bb4ccdb">cutlass::VectorTraits< Vector< T, Lanes > const >::Vector</a></div><div class="ttdeci">Vector< T, Lanes > Vector</div><div class="ttdoc">Type that is always a Vector. </div><div class="ttdef"><b>Definition:</b> vector.h:224</div></div>
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<div class="ttc" id="unioncutlass_1_1Vector_html_abf0c16b6f9cb8439835ebdb271d58763afaf4b62c6bcafbf961c5570364a0316e"><div class="ttname"><a href="unioncutlass_1_1Vector.html#abf0c16b6f9cb8439835ebdb271d58763afaf4b62c6bcafbf961c5570364a0316e">cutlass::Vector::kVectorSize</a></div><div class="ttdef"><b>Definition:</b> vector.h:68</div></div>
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<div class="ttc" id="structcutlass_1_1VectorTraits_html_a052e1e5963a9e04482b16cb881d1eaf8"><div class="ttname"><a href="structcutlass_1_1VectorTraits.html#a052e1e5963a9e04482b16cb881d1eaf8">cutlass::VectorTraits::kLanes</a></div><div class="ttdeci">static int const kLanes</div><div class="ttdoc">Number of lanes of vector. </div><div class="ttdef"><b>Definition:</b> vector.h:186</div></div>
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<div class="ttc" id="unioncutlass_1_1Vector_3_01half_00_01kLanes___01_4_html_ab0516cef8949f5998b5251cc6b6db683"><div class="ttname"><a href="unioncutlass_1_1Vector_3_01half_00_01kLanes___01_4.html#ab0516cef8949f5998b5251cc6b6db683">cutlass::Vector< half, kLanes_ >::operator[]</a></div><div class="ttdeci">CUTLASS_DEVICE Scalar const & operator[](uint32_t i) const</div><div class="ttdoc">Accessor to the ith lane. </div><div class="ttdef"><b>Definition:</b> vector.h:115</div></div>
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<div class="ttc" id="structcutlass_1_1VectorTraits_3_01Vector_3_01T_00_01Lanes_01_4_01const_01_4_html_a6e99dde8432b13472971dc41573a574e"><div class="ttname"><a href="structcutlass_1_1VectorTraits_3_01Vector_3_01T_00_01Lanes_01_4_01const_01_4.html#a6e99dde8432b13472971dc41573a574e">cutlass::VectorTraits< Vector< T, Lanes > const >::Scalar</a></div><div class="ttdeci">T Scalar</div><div class="ttdoc">Scalar type. </div><div class="ttdef"><b>Definition:</b> vector.h:215</div></div>
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<div class="ttc" id="structcutlass_1_1Vectorize_html_a070ec95f4297d769ee53a4d8a650c05e"><div class="ttname"><a href="structcutlass_1_1Vectorize.html#a070ec95f4297d769ee53a4d8a650c05e">cutlass::Vectorize::Type</a></div><div class="ttdeci">Vector< Element_, kLanes_ > Type</div><div class="ttdef"><b>Definition:</b> vector.h:135</div></div>
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<div class="ttc" id="structcutlass_1_1VectorTraits_3_01Vector_3_01T_00_01Lanes_01_4_01_4_html_aaf35570b10829356762dcec925a5b4bc"><div class="ttname"><a href="structcutlass_1_1VectorTraits_3_01Vector_3_01T_00_01Lanes_01_4_01_4.html#aaf35570b10829356762dcec925a5b4bc">cutlass::VectorTraits< Vector< T, Lanes > >::Scalar</a></div><div class="ttdeci">T Scalar</div><div class="ttdoc">Scalar type. </div><div class="ttdef"><b>Definition:</b> vector.h:199</div></div>
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<div class="ttc" id="structcutlass_1_1Extent_html_a2cb62986b9a7c168bf79b083f33c4bad"><div class="ttname"><a href="structcutlass_1_1Extent.html#a2cb62986b9a7c168bf79b083f33c4bad">cutlass::Extent::kValue</a></div><div class="ttdeci">static size_t const kValue</div><div class="ttdef"><b>Definition:</b> vector.h:162</div></div>
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<div class="ttc" id="unioncutlass_1_1Vector_html_a9e9352594fcd022526d5b69b6c25c99c"><div class="ttname"><a href="unioncutlass_1_1Vector.html#a9e9352594fcd022526d5b69b6c25c99c">cutlass::Vector::aligned_</a></div><div class="ttdeci">AlignedStruct< kVectorSize > aligned_</div><div class="ttdoc">The aligned storage to make sure we have good alignment. </div><div class="ttdef"><b>Definition:</b> vector.h:73</div></div>
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<div class="ttc" id="unioncutlass_1_1Vector_3_01half_00_01kLanes___01_4_html_a9e41dbe541a7dddf1e461e0390fe8896"><div class="ttname"><a href="unioncutlass_1_1Vector_3_01half_00_01kLanes___01_4.html#a9e41dbe541a7dddf1e461e0390fe8896">cutlass::Vector< half, kLanes_ >::aligned_</a></div><div class="ttdeci">AlignedStruct< kVectorSize > aligned_</div><div class="ttdoc">The aligned storage to make sure we have good alignment. </div><div class="ttdef"><b>Definition:</b> vector.h:105</div></div>
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<div class="ttc" id="structcutlass_1_1VectorTraits_3_01Vector_3_01T_00_01Lanes_01_4_01_4_html_a12b9084c48d2d829730f907485dfb5e5"><div class="ttname"><a href="structcutlass_1_1VectorTraits_3_01Vector_3_01T_00_01Lanes_01_4_01_4.html#a12b9084c48d2d829730f907485dfb5e5">cutlass::VectorTraits< Vector< T, Lanes > >::Vector</a></div><div class="ttdeci">Vector< T, Lanes > Vector</div><div class="ttdoc">Type that is always a Vector. </div><div class="ttdef"><b>Definition:</b> vector.h:208</div></div>
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<div class="ttc" id="unioncutlass_1_1Vector_html_a250860c921c94a6077344f9e11bf5b02"><div class="ttname"><a href="unioncutlass_1_1Vector.html#a250860c921c94a6077344f9e11bf5b02">cutlass::Vector::operator[]</a></div><div class="ttdeci">CUTLASS_DEVICE Scalar const & operator[](uint32_t i) const</div><div class="ttdoc">Accessor to the ith lane. </div><div class="ttdef"><b>Definition:</b> vector.h:83</div></div>
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<div class="ttc" id="structcutlass_1_1Extent_html"><div class="ttname"><a href="structcutlass_1_1Extent.html">cutlass::Extent</a></div><div class="ttdoc">Returns the extent of a scalar or vector. </div><div class="ttdef"><b>Definition:</b> vector.h:161</div></div>
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