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<a href="wmma_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="comment">// CUTLASS WMMA does not support clang at present.</span></div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span> <span class="preprocessor">#if !defined(__clang__)</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">#if (__CUDACC_VER_MAJOR__ >= 9)</span></div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span> <span class="preprocessor">#if (!defined(__CUDA_ARCH__) || (__CUDA_ARCH__ >= 700))</span></div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span> <span class="preprocessor">#define CUTLASS_ARCH_WMMA_ENABLED</span></div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span> <span class="preprocessor">#define CUTLASS_ARCH_WMMA_SM70_ENABLED</span></div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span> <span class="preprocessor">#endif</span></div><div class="line"><a name="l00039"></a><span class="lineno"> 39</span> <span class="preprocessor">#endif</span></div><div class="line"><a name="l00040"></a><span class="lineno"> 40</span> </div><div class="line"><a name="l00041"></a><span class="lineno"> 41</span> <span class="preprocessor">#if (__CUDACC_VER_MAJOR__ >= 10)</span></div><div class="line"><a name="l00042"></a><span class="lineno"> 42</span> <span class="preprocessor">#if (!defined(__CUDA_ARCH__) || (__CUDA_ARCH__ >= 720))</span></div><div class="line"><a name="l00043"></a><span class="lineno"> 43</span> <span class="preprocessor">#define CUTLASS_ARCH_INTEGER_MATRIX_MULTIPLY_ENABLED</span></div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span> <span class="preprocessor">#define CUTLASS_ARCH_WMMA_SM72_ENABLED</span></div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span> <span class="preprocessor">#endif</span></div><div class="line"><a name="l00046"></a><span class="lineno"> 46</span> <span class="preprocessor">#endif</span></div><div class="line"><a name="l00047"></a><span class="lineno"> 47</span> </div><div class="line"><a name="l00048"></a><span class="lineno"> 48</span> <span class="preprocessor">#if (__CUDACC_VER_MAJOR__ >= 10)</span></div><div class="line"><a name="l00049"></a><span class="lineno"> 49</span> <span class="preprocessor">#if (!defined(__CUDA_ARCH__) || (__CUDA_ARCH__ >= 750))</span></div><div class="line"><a name="l00050"></a><span class="lineno"> 50</span> <span class="preprocessor">#define CUTLASS_SUBBYTE_INTEGER_MATRIX_MULTIPLY_ENABLED</span></div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span> <span class="preprocessor">#define CUTLASS_ARCH_WMMA_SM75_ENABLED</span></div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span> <span class="preprocessor">#endif</span></div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span> <span class="preprocessor">#endif</span></div><div class="line"><a name="l00054"></a><span class="lineno"> 54</span> </div><div class="line"><a name="l00055"></a><span class="lineno"> 55</span> <span class="preprocessor">#endif //__clang__</span></div><div class="line"><a name="l00056"></a><span class="lineno"> 56</span> </div><div class="line"><a name="l00057"></a><span class="lineno"> 57</span> <span class="preprocessor">#if defined(CUTLASS_ARCH_WMMA_ENABLED)</span></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="preprocessor">#include <mma.h></span></div><div class="line"><a name="l00060"></a><span class="lineno"> 60</span> <span class="preprocessor">#include "<a class="code" href="arch_2mma_8h.html">cutlass/arch/mma.h</a>"</span></div><div class="line"><a name="l00061"></a><span class="lineno"> 61</span> <span class="preprocessor">#include "<a class="code" href="array_8h.html">cutlass/array.h</a>"</span></div><div class="line"><a name="l00062"></a><span class="lineno"> 62</span> <span class="preprocessor">#include "<a class="code" href="numeric__types_8h.html">cutlass/numeric_types.h</a>"</span></div><div class="line"><a name="l00063"></a><span class="lineno"> 63</span> <span class="preprocessor">#include "<a class="code" href="include_2cutlass_2gemm_2gemm_8h.html">cutlass/gemm/gemm.h</a>"</span></div><div class="line"><a name="l00064"></a><span class="lineno"> 64</span> </div><div class="line"><a name="l00065"></a><span class="lineno"> 65</span> </div><div class="line"><a name="l00067"></a><span class="lineno"> 67</span> </div><div class="line"><a name="l00068"></a><span class="lineno"> 68</span> <span class="keyword">namespace </span><a class="code" href="namespacecutlass.html">cutlass</a> {</div><div class="line"><a name="l00069"></a><span class="lineno"> 69</span> <span class="keyword">namespace </span>arch {</div><div class="line"><a name="l00070"></a><span class="lineno"> 70</span> </div><div class="line"><a name="l00074"></a><span class="lineno"> 74</span> <span class="keyword">enum class</span> MemoryKind {</div><div class="line"><a name="l00075"></a><span class="lineno"> 75</span>  kShared, <span class="comment">// Data resides in shared memory</span></div><div class="line"><a name="l00076"></a><span class="lineno"> 76</span>  kGlobal <span class="comment">// Data resides in global memory</span></div><div class="line"><a name="l00077"></a><span class="lineno"> 77</span> };</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="l00083"></a><span class="lineno"> 83</span> <span class="keyword">struct </span>WarpParams {</div><div class="line"><a name="l00084"></a><span class="lineno"> 84</span>  <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> kThreadsPerWarp = 32;</div><div class="line"><a name="l00085"></a><span class="lineno"> 85</span>  <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> kQuadsPerWarp = 8;</div><div class="line"><a name="l00086"></a><span class="lineno"> 86</span>  <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> kThreadsPerQuad = 4;</div><div class="line"><a name="l00087"></a><span class="lineno"> 87</span> };</div><div class="line"><a name="l00088"></a><span class="lineno"> 88</span> </div><div class="line"><a name="l00092"></a><span class="lineno"> 92</span> <span class="keyword">template</span> <<span class="keyword">typename</span> Type_></div><div class="line"><a name="l00093"></a><span class="lineno"> 93</span> <span class="keyword">struct </span>CutlassToWmmaDataType{</div><div class="line"><a name="l00094"></a><span class="lineno"> 94</span>  <span class="keyword">using</span> Type = Type_;</div><div class="line"><a name="l00095"></a><span class="lineno"> 95</span> };</div><div class="line"><a name="l00096"></a><span class="lineno"> 96</span> </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"> 99</span> <span class="keyword">struct </span>CutlassToWmmaDataType<<a class="code" href="namespacecutlass.html">cutlass</a>::half_t> {</div><div class="line"><a name="l00100"></a><span class="lineno"> 100</span>  <span class="keyword">using</span> Type = __half;</div><div class="line"><a name="l00101"></a><span class="lineno"> 101</span> };</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> <span class="keyword">template</span><></div><div class="line"><a name="l00106"></a><span class="lineno"> 106</span> <span class="keyword">struct </span>CutlassToWmmaDataType<int8_t> {</div><div class="line"><a name="l00107"></a><span class="lineno"> 107</span>  <span class="keyword">using</span> Type = <span class="keywordtype">signed</span> char;</div><div class="line"><a name="l00108"></a><span class="lineno"> 108</span> };</div><div class="line"><a name="l00109"></a><span class="lineno"> 109</span> </div><div class="line"><a name="l00111"></a><span class="lineno"> 111</span> <span class="keyword">template</span><></div><div class="line"><a name="l00112"></a><span class="lineno"> 112</span> <span class="keyword">struct </span>CutlassToWmmaDataType<uint8_t> {</div><div class="line"><a name="l00113"></a><span class="lineno"> 113</span>  <span class="keyword">using</span> Type = <span class="keywordtype">unsigned</span> char;</div><div class="line"><a name="l00114"></a><span class="lineno"> 114</span> };</div><div class="line"><a name="l00115"></a><span class="lineno"> 115</span> </div><div class="line"><a name="l00117"></a><span class="lineno"> 117</span> <span class="keyword">template</span><></div><div class="line"><a name="l00118"></a><span class="lineno"> 118</span> <span class="keyword">struct </span>CutlassToWmmaDataType<int32_t> {</div><div class="line"><a name="l00119"></a><span class="lineno"> 119</span>  <span class="keyword">using</span> Type = int;</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">#if defined(CUTLASS_SUBBYTE_INTEGER_MATRIX_MULTIPLY_ENABLED)</span></div><div class="line"><a name="l00123"></a><span class="lineno"> 123</span> <span class="keyword">template</span><></div><div class="line"><a name="l00125"></a><span class="lineno"> 125</span> <span class="keyword">struct </span>CutlassToWmmaDataType<<a class="code" href="namespacecutlass.html">cutlass</a>::<a class="code" href="namespacecutlass.html#a30f409bb0c8a88a3307e5c7cd31f2384">int4b_t</a>> {</div><div class="line"><a name="l00126"></a><span class="lineno"> 126</span>  <span class="keyword">using</span> Type = nvcuda::wmma::experimental::precision::s4;</div><div class="line"><a name="l00127"></a><span class="lineno"> 127</span> };</div><div class="line"><a name="l00128"></a><span class="lineno"> 128</span> </div><div class="line"><a name="l00130"></a><span class="lineno"> 130</span> <span class="keyword">template</span><></div><div class="line"><a name="l00131"></a><span class="lineno"> 131</span> <span class="keyword">struct </span>CutlassToWmmaDataType<<a class="code" href="namespacecutlass.html">cutlass</a>::<a class="code" href="namespacecutlass.html#a674e7702adcb25f7d143d93926a2d61d">uint4b_t</a>> {</div><div class="line"><a name="l00132"></a><span class="lineno"> 132</span>  <span class="keyword">using</span> Type = nvcuda::wmma::experimental::precision::u4;</div><div class="line"><a name="l00133"></a><span class="lineno"> 133</span> };</div><div class="line"><a name="l00134"></a><span class="lineno"> 134</span> </div><div class="line"><a name="l00136"></a><span class="lineno"> 136</span> <span class="keyword">template</span><></div><div class="line"><a name="l00137"></a><span class="lineno"> 137</span> <span class="keyword">struct </span>CutlassToWmmaDataType<<a class="code" href="namespacecutlass.html">cutlass</a>::<a class="code" href="namespacecutlass.html#a09a3695d6126aed7a7c01f431fa34b7d">uint1b_t</a>> {</div><div class="line"><a name="l00138"></a><span class="lineno"> 138</span>  <span class="keyword">using</span> Type = nvcuda::wmma::experimental::precision::b1;</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="preprocessor">#endif</span></div><div class="line"><a name="l00141"></a><span class="lineno"> 141</span> </div><div class="line"><a name="l00145"></a><span class="lineno"> 145</span> <span class="keyword">template</span> <<span class="keyword">typename</span> Layout_></div><div class="line"><a name="l00146"></a><span class="lineno"> 146</span> <span class="keyword">struct </span>CutlassToWmmaLayout {</div><div class="line"><a name="l00147"></a><span class="lineno"> 147</span> };</div><div class="line"><a name="l00148"></a><span class="lineno"> 148</span> </div><div class="line"><a name="l00150"></a><span class="lineno"> 150</span> <span class="keyword">template</span> <></div><div class="line"><a name="l00151"></a><span class="lineno"> 151</span> <span class="keyword">struct </span>CutlassToWmmaLayout<<a class="code" href="namespacecutlass.html">cutlass</a>::layout::RowMajor> {</div><div class="line"><a name="l00152"></a><span class="lineno"> 152</span>  <span class="keyword">using</span> Layout = nvcuda::wmma::row_major;</div><div class="line"><a name="l00153"></a><span class="lineno"> 153</span>  <span class="keyword">static</span> nvcuda::wmma::layout_t <span class="keyword">const</span> value = nvcuda::wmma::layout_t::mem_row_major;</div><div class="line"><a name="l00154"></a><span class="lineno"> 154</span> };</div><div class="line"><a name="l00155"></a><span class="lineno"> 155</span> </div><div class="line"><a name="l00159"></a><span class="lineno"> 159</span> <span class="keyword">template</span> <></div><div class="line"><a name="l00160"></a><span class="lineno"> 160</span> <span class="keyword">struct </span>CutlassToWmmaLayout<<a class="code" href="namespacecutlass.html">cutlass</a>::layout::ColumnMajor> {</div><div class="line"><a name="l00161"></a><span class="lineno"> 161</span>  <span class="keyword">using</span> Layout = nvcuda::wmma::col_major;</div><div class="line"><a name="l00162"></a><span class="lineno"> 162</span>  <span class="keyword">static</span> nvcuda::wmma::layout_t <span class="keyword">const</span> value = nvcuda::wmma::layout_t::mem_col_major;</div><div class="line"><a name="l00163"></a><span class="lineno"> 163</span> };</div><div class="line"><a name="l00165"></a><span class="lineno"> 165</span> </div><div class="line"><a name="l00169"></a><span class="lineno"> 169</span> <span class="keyword">template</span> <<span class="keyword">typename</span> Type_></div><div class="line"><a name="l00170"></a><span class="lineno"> 170</span> <span class="keyword">struct </span>WmmaToCutlassDataType{</div><div class="line"><a name="l00171"></a><span class="lineno"> 171</span>  <span class="keyword">using</span> Type = Type_;</div><div class="line"><a name="l00172"></a><span class="lineno"> 172</span> };</div><div class="line"><a name="l00173"></a><span class="lineno"> 173</span> </div><div class="line"><a name="l00175"></a><span class="lineno"> 175</span> <span class="keyword">template</span><></div><div class="line"><a name="l00176"></a><span class="lineno"> 176</span> <span class="keyword">struct </span>WmmaToCutlassDataType<__half> {</div><div class="line"><a name="l00177"></a><span class="lineno"> 177</span>  <span class="keyword">using</span> Type = <a class="code" href="structcutlass_1_1half__t.html">cutlass::half_t</a>;</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> </div><div class="line"><a name="l00182"></a><span class="lineno"> 182</span> <span class="comment">// WMMA template structure defines nvcuda::wmma::fragments and static assertion chaeks</span></div><div class="line"><a name="l00183"></a><span class="lineno"> 183</span> <span class="comment">// for a specific template paramterized data type (Element[A|B|C]), layout (Layout[A|B|C]), </span></div><div class="line"><a name="l00184"></a><span class="lineno"> 184</span> <span class="comment">// and native wmma size (Shape)</span></div><div class="line"><a name="l00186"></a><span class="lineno"> 186</span> <span class="comment"></span><span class="keyword">template</span> < </div><div class="line"><a name="l00187"></a><span class="lineno"> 187</span>  <span class="keyword">typename</span> Shape_, </div><div class="line"><a name="l00188"></a><span class="lineno"> 188</span>  <span class="keyword">typename</span> ElementA_, </div><div class="line"><a name="l00189"></a><span class="lineno"> 189</span>  <span class="keyword">typename</span> LayoutA_, </div><div class="line"><a name="l00190"></a><span class="lineno"> 190</span>  <span class="keyword">typename</span> ElementB_, </div><div class="line"><a name="l00191"></a><span class="lineno"> 191</span>  <span class="keyword">typename</span> LayoutB_, </div><div class="line"><a name="l00192"></a><span class="lineno"> 192</span>  <span class="keyword">typename</span> ElementC_, </div><div class="line"><a name="l00193"></a><span class="lineno"> 193</span>  <span class="keyword">typename</span> LayoutC_, </div><div class="line"><a name="l00194"></a><span class="lineno"> 194</span>  <span class="keyword">typename</span> Operator_ = cutlass::arch::OpMultiplyAdd </div><div class="line"><a name="l00195"></a><span class="lineno"> 195</span> ></div><div class="line"><a name="l00196"></a><span class="lineno"> 196</span> <span class="keyword">struct </span>Wmma;</div><div class="line"><a name="l00198"></a><span class="lineno"> 198</span> </div><div class="line"><a name="l00199"></a><span class="lineno"> 199</span> </div><div class="line"><a name="l00200"></a><span class="lineno"> 200</span> } <span class="comment">// namespace arch</span></div><div class="line"><a name="l00201"></a><span class="lineno"> 201</span> } <span class="comment">// namespace cutlass</span></div><div class="line"><a name="l00202"></a><span class="lineno"> 202</span> </div><div class="line"><a name="l00204"></a><span class="lineno"> 204</span> </div><div class="line"><a name="l00205"></a><span class="lineno"> 205</span> <span class="comment">//</span></div><div class="line"><a name="l00206"></a><span class="lineno"> 206</span> <span class="comment">// Specializations for each compute capability</span></div><div class="line"><a name="l00207"></a><span class="lineno"> 207</span> <span class="comment">//</span></div><div class="line"><a name="l00208"></a><span class="lineno"> 208</span> <span class="preprocessor">#ifdef CUTLASS_ARCH_WMMA_SM70_ENABLED</span></div><div class="line"><a name="l00209"></a><span class="lineno"> 209</span> <span class="preprocessor">#include "<a class="code" href="wmma__sm70_8h.html">cutlass/arch/wmma_sm70.h</a>"</span></div><div class="line"><a name="l00210"></a><span class="lineno"> 210</span> <span class="preprocessor">#endif</span></div><div class="line"><a name="l00211"></a><span class="lineno"> 211</span> </div><div class="line"><a name="l00212"></a><span class="lineno"> 212</span> <span class="preprocessor">#ifdef CUTLASS_ARCH_WMMA_SM72_ENABLED</span></div><div class="line"><a name="l00213"></a><span class="lineno"> 213</span> <span class="preprocessor">#include "<a class="code" href="wmma__sm72_8h.html">cutlass/arch/wmma_sm72.h</a>"</span></div><div class="line"><a name="l00214"></a><span class="lineno"> 214</span> <span class="preprocessor">#endif</span></div><div class="line"><a name="l00215"></a><span class="lineno"> 215</span> </div><div class="line"><a name="l00216"></a><span class="lineno"> 216</span> <span class="preprocessor">#ifdef CUTLASS_ARCH_WMMA_SM75_ENABLED</span></div><div class="line"><a name="l00217"></a><span class="lineno"> 217</span> <span class="preprocessor">#include "<a class="code" href="wmma__sm75_8h.html">cutlass/arch/wmma_sm75.h</a>"</span></div><div class="line"><a name="l00218"></a><span class="lineno"> 218</span> <span class="preprocessor">#endif</span></div><div class="line"><a name="l00219"></a><span class="lineno"> 219</span> </div><div class="line"><a name="l00221"></a><span class="lineno"> 221</span> </div><div class="line"><a name="l00222"></a><span class="lineno"> 222</span> <span class="preprocessor">#endif //CUTLASS_ARCH_WMMA_ENABLED</span></div><div class="ttc" id="namespacecutlass_html_a674e7702adcb25f7d143d93926a2d61d"><div class="ttname"><a href="namespacecutlass.html#a674e7702adcb25f7d143d93926a2d61d">cutlass::uint4b_t</a></div><div class="ttdeci">integer_subbyte< 4, false > uint4b_t</div><div class="ttdoc">4-bit Unsigned integer type </div><div class="ttdef"><b>Definition:</b> integer_subbyte.h:158</div></div>
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<div class="ttc" id="namespacecutlass_html"><div class="ttname"><a href="namespacecutlass.html">cutlass</a></div><div class="ttdef"><b>Definition:</b> aligned_buffer.h:35</div></div>
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<div class="ttc" id="wmma__sm75_8h_html"><div class="ttname"><a href="wmma__sm75_8h.html">wmma_sm75.h</a></div><div class="ttdoc">Matrix multiply. </div></div>
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<div class="ttc" id="namespacecutlass_html_a09a3695d6126aed7a7c01f431fa34b7d"><div class="ttname"><a href="namespacecutlass.html#a09a3695d6126aed7a7c01f431fa34b7d">cutlass::uint1b_t</a></div><div class="ttdeci">integer_subbyte< 1, false > uint1b_t</div><div class="ttdoc">1-bit Unsigned integer type </div><div class="ttdef"><b>Definition:</b> integer_subbyte.h:152</div></div>
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<div class="ttc" id="wmma__sm70_8h_html"><div class="ttname"><a href="wmma__sm70_8h.html">wmma_sm70.h</a></div><div class="ttdoc">Matrix multiply. </div></div>
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<div class="ttc" id="structcutlass_1_1half__t_html"><div class="ttname"><a href="structcutlass_1_1half__t.html">cutlass::half_t</a></div><div class="ttdoc">IEEE half-precision floating-point type. </div><div class="ttdef"><b>Definition:</b> half.h:126</div></div>
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<div class="ttc" id="include_2cutlass_2gemm_2gemm_8h_html"><div class="ttname"><a href="include_2cutlass_2gemm_2gemm_8h.html">gemm.h</a></div><div class="ttdoc">Defines common types used for all GEMM-like operators. </div></div>
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<div class="ttc" id="wmma__sm72_8h_html"><div class="ttname"><a href="wmma__sm72_8h.html">wmma_sm72.h</a></div><div class="ttdoc">Matrix multiply. </div></div>
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<div class="ttc" id="array_8h_html"><div class="ttname"><a href="array_8h.html">array.h</a></div><div class="ttdoc">Statically sized array of elements that accommodates all CUTLASS-supported numeric types and is safe ...</div></div>
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<div class="ttc" id="arch_2mma_8h_html"><div class="ttname"><a href="arch_2mma_8h.html">mma.h</a></div><div class="ttdoc">Templates exposing architecture support for multiply-add operations. </div></div>
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<div class="ttc" id="numeric__types_8h_html"><div class="ttname"><a href="numeric__types_8h.html">numeric_types.h</a></div><div class="ttdoc">Top-level include for all CUTLASS numeric types. </div></div>
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<div class="ttc" id="namespacecutlass_html_a30f409bb0c8a88a3307e5c7cd31f2384"><div class="ttname"><a href="namespacecutlass.html#a30f409bb0c8a88a3307e5c7cd31f2384">cutlass::int4b_t</a></div><div class="ttdeci">integer_subbyte< 4, true > int4b_t</div><div class="ttdoc">4-bit Integer type </div><div class="ttdef"><b>Definition:</b> integer_subbyte.h:155</div></div>
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