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<a href="simd__sm61_8h.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span> <span class="comment">/***************************************************************************************************</span></div><div class="line"><a name="l00002"></a><span class="lineno"> 2</span> <span class="comment"> * Copyright (c) 2017-2019, NVIDIA CORPORATION. All rights reserved.</span></div><div class="line"><a name="l00003"></a><span class="lineno"> 3</span> <span class="comment"> *</span></div><div class="line"><a name="l00004"></a><span class="lineno"> 4</span> <span class="comment"> * Redistribution and use in source and binary forms, with or without modification, are permitted</span></div><div class="line"><a name="l00005"></a><span class="lineno"> 5</span> <span class="comment"> * provided that the following conditions are met:</span></div><div class="line"><a name="l00006"></a><span class="lineno"> 6</span> <span class="comment"> * * Redistributions of source code must retain the above copyright notice, this list of</span></div><div class="line"><a name="l00007"></a><span class="lineno"> 7</span> <span class="comment"> * conditions and the following disclaimer.</span></div><div class="line"><a name="l00008"></a><span class="lineno"> 8</span> <span class="comment"> * * Redistributions in binary form must reproduce the above copyright notice, this list of</span></div><div class="line"><a name="l00009"></a><span class="lineno"> 9</span> <span class="comment"> * conditions and the following disclaimer in the documentation and/or other materials</span></div><div class="line"><a name="l00010"></a><span class="lineno"> 10</span> <span class="comment"> * provided with the distribution.</span></div><div class="line"><a name="l00011"></a><span class="lineno"> 11</span> <span class="comment"> * * Neither the name of the NVIDIA CORPORATION nor the names of its contributors may be used</span></div><div class="line"><a name="l00012"></a><span class="lineno"> 12</span> <span class="comment"> * to endorse or promote products derived from this software without specific prior written</span></div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span> <span class="comment"> * permission.</span></div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span> <span class="comment"> *</span></div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span> <span class="comment"> * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR</span></div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span> <span class="comment"> * IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND</span></div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span> <span class="comment"> * FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL NVIDIA CORPORATION BE LIABLE</span></div><div class="line"><a name="l00018"></a><span class="lineno"> 18</span> <span class="comment"> * FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING,</span></div><div class="line"><a name="l00019"></a><span class="lineno"> 19</span> <span class="comment"> * BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS;</span></div><div class="line"><a name="l00020"></a><span class="lineno"> 20</span> <span class="comment"> * OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT,</span></div><div class="line"><a name="l00021"></a><span class="lineno"> 21</span> <span class="comment"> * STRICT LIABILITY, OR TOR (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE</span></div><div class="line"><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="l00029"></a><span class="lineno"> 29</span> <span class="preprocessor">#pragma once</span></div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span> </div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span> <span class="preprocessor">#include "<a class="code" href="simd_8h.html">simd.h</a>"</span></div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span> </div><div class="line"><a name="l00033"></a><span class="lineno"> 33</span> <span class="keyword">namespace </span><a class="code" href="namespacecutlass.html">cutlass</a> {</div><div class="line"><a name="l00034"></a><span class="lineno"> 34</span> <span class="keyword">namespace </span>arch {</div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span> </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> <a class="code" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a></div><div class="line"><a name="l00040"></a><span class="lineno"> 40</span> <span class="keyword">template</span> <></div><div class="line"><a name="l00041"></a><span class="lineno"><a class="line" href="namespacecutlass_1_1arch.html#af6adcb969a1e4acfed289a7839013695"> 41</a></span> int32_t <a class="code" href="namespacecutlass_1_1arch.html#aa36dc224381add086ca4e0f96a04a964">dot</a>(Array<int8_t, 4> <span class="keyword">const</span> &a, Array<int8_t, 4> <span class="keyword">const</span> &b, int32_t accum) {</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="keywordflow">return</span> accum;</div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span> }</div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span> </div><div class="line"><a name="l00047"></a><span class="lineno"> 47</span> <a class="code" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a></div><div class="line"><a name="l00048"></a><span class="lineno"> 48</span> <span class="keyword">template</span> <></div><div class="line"><a name="l00049"></a><span class="lineno"><a class="line" href="namespacecutlass_1_1arch.html#a027d23864f8145417feecf3f019f9ef4"> 49</a></span> int32_t <a class="code" href="namespacecutlass_1_1arch.html#aa36dc224381add086ca4e0f96a04a964">dot</a>(Array<uint8_t, 4> <span class="keyword">const</span> &a, Array<int8_t, 4> <span class="keyword">const</span> &b, int32_t accum) {</div><div class="line"><a name="l00050"></a><span class="lineno"> 50</span> </div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span>  <span class="keywordflow">return</span> accum;</div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span> }</div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span> </div><div class="line"><a name="l00055"></a><span class="lineno"> 55</span> <a class="code" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a></div><div class="line"><a name="l00056"></a><span class="lineno"> 56</span> <span class="keyword">template</span> <></div><div class="line"><a name="l00057"></a><span class="lineno"><a class="line" href="namespacecutlass_1_1arch.html#a40582b9a769301d83e532fc5215a5259"> 57</a></span> int32_t <a class="code" href="namespacecutlass_1_1arch.html#aa36dc224381add086ca4e0f96a04a964">dot</a>(Array<int8_t, 4> <span class="keyword">const</span> &a, Array<uint8_t, 4> <span class="keyword">const</span> &b, int32_t accum) {</div><div class="line"><a name="l00058"></a><span class="lineno"> 58</span> </div><div class="line"><a name="l00059"></a><span class="lineno"> 59</span>  <span class="keywordflow">return</span> accum;</div><div class="line"><a name="l00060"></a><span class="lineno"> 60</span> }</div><div class="line"><a name="l00061"></a><span class="lineno"> 61</span> </div><div class="line"><a name="l00063"></a><span class="lineno"> 63</span> <a class="code" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a></div><div class="line"><a name="l00064"></a><span class="lineno"> 64</span> <span class="keyword">template</span> <></div><div class="line"><a name="l00065"></a><span class="lineno"><a class="line" href="namespacecutlass_1_1arch.html#a262f27261d801dfd9a9d1cde280321ac"> 65</a></span> int32_t <a class="code" href="namespacecutlass_1_1arch.html#aa36dc224381add086ca4e0f96a04a964">dot</a>(Array<uint8_t, 4> <span class="keyword">const</span> &a, Array<uint8_t, 4> <span class="keyword">const</span> &b, int32_t accum) {</div><div class="line"><a name="l00066"></a><span class="lineno"> 66</span> </div><div class="line"><a name="l00067"></a><span class="lineno"> 67</span>  <span class="keywordflow">return</span> accum;</div><div class="line"><a name="l00068"></a><span class="lineno"> 68</span> }</div><div class="line"><a name="l00069"></a><span class="lineno"> 69</span> </div><div class="line"><a name="l00071"></a><span class="lineno"> 71</span> </div><div class="line"><a name="l00073"></a><span class="lineno"> 73</span> <a class="code" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a></div><div class="line"><a name="l00074"></a><span class="lineno"> 74</span> <span class="keyword">template</span> <></div><div class="line"><a name="l00075"></a><span class="lineno"><a class="line" href="namespacecutlass_1_1arch.html#a2c67269e7497315437d5ade0ab313ec8"> 75</a></span> int32_t <a class="code" href="namespacecutlass_1_1arch.html#aa36dc224381add086ca4e0f96a04a964">dot</a>(Array<int16_t, 2> <span class="keyword">const</span> &a, Array<int8_t, 2> <span class="keyword">const</span> &b, int32_t accum) {</div><div class="line"><a name="l00076"></a><span class="lineno"> 76</span> </div><div class="line"><a name="l00077"></a><span class="lineno"> 77</span>  <span class="keywordflow">return</span> accum;</div><div class="line"><a name="l00078"></a><span class="lineno"> 78</span> }</div><div class="line"><a name="l00079"></a><span class="lineno"> 79</span> </div><div class="line"><a name="l00081"></a><span class="lineno"> 81</span> <a class="code" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a></div><div class="line"><a name="l00082"></a><span class="lineno"> 82</span> <span class="keyword">template</span> <></div><div class="line"><a name="l00083"></a><span class="lineno"><a class="line" href="namespacecutlass_1_1arch.html#a9dc4e9c5eddc624e2aecd15ef4b55f35"> 83</a></span> int32_t <a class="code" href="namespacecutlass_1_1arch.html#aa36dc224381add086ca4e0f96a04a964">dot</a>(Array<uint16_t, 2> <span class="keyword">const</span> &a, Array<int8_t, 2> <span class="keyword">const</span> &b, int32_t accum) {</div><div class="line"><a name="l00084"></a><span class="lineno"> 84</span> </div><div class="line"><a name="l00085"></a><span class="lineno"> 85</span>  <span class="keywordflow">return</span> accum;</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> <a class="code" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a></div><div class="line"><a name="l00090"></a><span class="lineno"> 90</span> <span class="keyword">template</span> <></div><div class="line"><a name="l00091"></a><span class="lineno"><a class="line" href="namespacecutlass_1_1arch.html#aeedc20bfc0ea4dde354a9eee802bdea8"> 91</a></span> int32_t <a class="code" href="namespacecutlass_1_1arch.html#aa36dc224381add086ca4e0f96a04a964">dot</a>(Array<int16_t, 2> <span class="keyword">const</span> &a, Array<uint8_t, 2> <span class="keyword">const</span> &b, int32_t accum) {</div><div class="line"><a name="l00092"></a><span class="lineno"> 92</span> </div><div class="line"><a name="l00093"></a><span class="lineno"> 93</span>  <span class="keywordflow">return</span> accum;</div><div class="line"><a name="l00094"></a><span class="lineno"> 94</span> }</div><div class="line"><a name="l00095"></a><span class="lineno"> 95</span> </div><div class="line"><a name="l00097"></a><span class="lineno"> 97</span> <a class="code" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a></div><div class="line"><a name="l00098"></a><span class="lineno"> 98</span> <span class="keyword">template</span> <></div><div class="line"><a name="l00099"></a><span class="lineno"><a class="line" href="namespacecutlass_1_1arch.html#ad4b65852d862718f9917ea2019752abb"> 99</a></span> int32_t <a class="code" href="namespacecutlass_1_1arch.html#aa36dc224381add086ca4e0f96a04a964">dot</a>(Array<uint16_t, 2> <span class="keyword">const</span> &a, Array<uint8_t, 2> <span class="keyword">const</span> &b, int32_t accum) {</div><div class="line"><a name="l00100"></a><span class="lineno"> 100</span> </div><div class="line"><a name="l00101"></a><span class="lineno"> 101</span>  <span class="keywordflow">return</span> accum;</div><div class="line"><a name="l00102"></a><span class="lineno"> 102</span> }</div><div class="line"><a name="l00103"></a><span class="lineno"> 103</span> </div><div class="line"><a name="l00105"></a><span class="lineno"> 105</span> </div><div class="line"><a name="l00107"></a><span class="lineno"> 107</span> <a class="code" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a></div><div class="line"><a name="l00108"></a><span class="lineno"> 108</span> <span class="keyword">template</span> <></div><div class="line"><a name="l00109"></a><span class="lineno"><a class="line" href="namespacecutlass_1_1arch.html#ab3255aee11ed0bc172e248673576c37a"> 109</a></span> int32_t <a class="code" href="namespacecutlass_1_1arch.html#aa36dc224381add086ca4e0f96a04a964">dot</a>(Array<int16_t, 2> <span class="keyword">const</span> &a, Array<int16_t, 2> <span class="keyword">const</span> &b, int32_t accum) {</div><div class="line"><a name="l00110"></a><span class="lineno"> 110</span> </div><div class="line"><a name="l00111"></a><span class="lineno"> 111</span>  <span class="keywordflow">return</span> accum;</div><div class="line"><a name="l00112"></a><span class="lineno"> 112</span> }</div><div class="line"><a name="l00113"></a><span class="lineno"> 113</span> </div><div class="line"><a name="l00115"></a><span class="lineno"> 115</span> <a class="code" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a></div><div class="line"><a name="l00116"></a><span class="lineno"> 116</span> <span class="keyword">template</span> <></div><div class="line"><a name="l00117"></a><span class="lineno"><a class="line" href="namespacecutlass_1_1arch.html#a4af405b474cc766adcaec63d46cbbc49"> 117</a></span> int32_t <a class="code" href="namespacecutlass_1_1arch.html#aa36dc224381add086ca4e0f96a04a964">dot</a>(Array<uint16_t, 2> <span class="keyword">const</span> &a, Array<int16_t, 2> <span class="keyword">const</span> &b, int32_t accum) {</div><div class="line"><a name="l00118"></a><span class="lineno"> 118</span> </div><div class="line"><a name="l00119"></a><span class="lineno"> 119</span>  <span class="keywordflow">return</span> accum;</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="l00123"></a><span class="lineno"> 123</span> <a class="code" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a></div><div class="line"><a name="l00124"></a><span class="lineno"> 124</span> <span class="keyword">template</span> <></div><div class="line"><a name="l00125"></a><span class="lineno"><a class="line" href="namespacecutlass_1_1arch.html#ab42df2f28bc1b03350884df1048f060c"> 125</a></span> int32_t <a class="code" href="namespacecutlass_1_1arch.html#aa36dc224381add086ca4e0f96a04a964">dot</a>(Array<int16_t, 2> <span class="keyword">const</span> &a, Array<uint16_t, 2> <span class="keyword">const</span> &b, int32_t accum) {</div><div class="line"><a name="l00126"></a><span class="lineno"> 126</span> </div><div class="line"><a name="l00127"></a><span class="lineno"> 127</span>  <span class="keywordflow">return</span> accum;</div><div class="line"><a name="l00128"></a><span class="lineno"> 128</span> }</div><div class="line"><a name="l00129"></a><span class="lineno"> 129</span> </div><div class="line"><a name="l00131"></a><span class="lineno"> 131</span> <a class="code" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a></div><div class="line"><a name="l00132"></a><span class="lineno"> 132</span> <span class="keyword">template</span> <></div><div class="line"><a name="l00133"></a><span class="lineno"><a class="line" href="namespacecutlass_1_1arch.html#ae01862e2b75604eaca84e3b95bf110bf"> 133</a></span> int32_t <a class="code" href="namespacecutlass_1_1arch.html#aa36dc224381add086ca4e0f96a04a964">dot</a>(Array<uint16_t, 2> <span class="keyword">const</span> &a, Array<uint16_t, 2> <span class="keyword">const</span> &b, int32_t accum) {</div><div class="line"><a name="l00134"></a><span class="lineno"> 134</span> </div><div class="line"><a name="l00135"></a><span class="lineno"> 135</span>  <span class="keywordflow">return</span> accum;</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="comment">// namespace arch</span></div><div class="line"><a name="l00141"></a><span class="lineno"> 141</span> } <span class="comment">// namespace cutlass</span></div><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="namespacecutlass_1_1arch_html_aa36dc224381add086ca4e0f96a04a964"><div class="ttname"><a href="namespacecutlass_1_1arch.html#aa36dc224381add086ca4e0f96a04a964">cutlass::arch::dot</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE Accumulator dot(Array< T, N > const &a, Array< T, N > const &b, Accumulator accum)</div><div class="ttdef"><b>Definition:</b> simd.h:101</div></div>
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<div class="ttc" id="cutlass_8h_html_a28c2443a142676d3d71effdae1a986b1"><div class="ttname"><a href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a></div><div class="ttdeci">#define CUTLASS_HOST_DEVICE</div><div class="ttdef"><b>Definition:</b> cutlass.h:89</div></div>
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<div class="ttc" id="simd_8h_html"><div class="ttname"><a href="simd_8h.html">simd.h</a></div><div class="ttdoc">Templates exposing SIMD operators. </div></div>
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