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<a href="linear__combination__clamp_8h.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span>&#160;<span class="comment">/***************************************************************************************************</span></div><div class="line"><a name="l00002"></a><span class="lineno"> 2</span>&#160;<span class="comment"> * Copyright (c) 2017-2019, NVIDIA CORPORATION. All rights reserved.</span></div><div class="line"><a name="l00003"></a><span class="lineno"> 3</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00004"></a><span class="lineno"> 4</span>&#160;<span class="comment"> * Redistribution and use in source and binary forms, with or without modification, are permitted</span></div><div class="line"><a name="l00005"></a><span class="lineno"> 5</span>&#160;<span class="comment"> * provided that the following conditions are met:</span></div><div class="line"><a name="l00006"></a><span class="lineno"> 6</span>&#160;<span class="comment"> * * Redistributions of source code must retain the above copyright notice, this list of</span></div><div class="line"><a name="l00007"></a><span class="lineno"> 7</span>&#160;<span class="comment"> * conditions and the following disclaimer.</span></div><div class="line"><a name="l00008"></a><span class="lineno"> 8</span>&#160;<span class="comment"> * * Redistributions in binary form must reproduce the above copyright notice, this list of</span></div><div class="line"><a name="l00009"></a><span class="lineno"> 9</span>&#160;<span class="comment"> * conditions and the following disclaimer in the documentation and/or other materials</span></div><div class="line"><a name="l00010"></a><span class="lineno"> 10</span>&#160;<span class="comment"> * provided with the distribution.</span></div><div class="line"><a name="l00011"></a><span class="lineno"> 11</span>&#160;<span class="comment"> * * Neither the name of the NVIDIA CORPORATION nor the names of its contributors may be used</span></div><div class="line"><a name="l00012"></a><span class="lineno"> 12</span>&#160;<span class="comment"> * to endorse or promote products derived from this software without specific prior written</span></div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span>&#160;<span class="comment"> * permission.</span></div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span>&#160;<span class="comment"> * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS &quot;AS IS&quot; AND ANY EXPRESS OR</span></div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span>&#160;<span class="comment"> * IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND</span></div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span>&#160;<span class="comment"> * FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. 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<span class="keyword">typename</span> ElementOutput_, </div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span>&#160; <span class="keywordtype">int</span> Count, </div><div class="line"><a name="l00054"></a><span class="lineno"> 54</span>&#160; <span class="keyword">typename</span> ElementAccumulator_ = ElementOutput_, </div><div class="line"><a name="l00055"></a><span class="lineno"> 55</span>&#160; <span class="keyword">typename</span> ElementCompute_ = ElementOutput_, </div><div class="line"><a name="l00056"></a><span class="lineno"> 56</span>&#160; <a class="code" href="namespacecutlass.html#aabe6b8ce223bf05f65a4721a3f5447a6">FloatRoundStyle</a> Round = <a class="code" href="namespacecutlass.html#aabe6b8ce223bf05f65a4721a3f5447a6a280b2492e1afdb76d63ad6a4cd4f38d7">FloatRoundStyle::round_to_nearest</a></div><div class="line"><a name="l00057"></a><span class="lineno"> 57</span>&#160;&gt;</div><div class="line"><a name="l00058"></a><span class="lineno"><a class="line" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html"> 58</a></span>&#160;<span class="keyword">class </span><a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html">LinearCombinationClamp</a> {</div><div class="line"><a name="l00059"></a><span class="lineno"> 59</span>&#160;<span class="keyword">public</span>:</div><div class="line"><a name="l00060"></a><span class="lineno"> 60</span>&#160;</div><div class="line"><a name="l00061"></a><span class="lineno"><a class="line" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#a67b7f18dff7fbdcf16a73381294fc072"> 61</a></span>&#160; <span class="keyword">using</span> <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#a67b7f18dff7fbdcf16a73381294fc072">ElementOutput</a> = ElementOutput_;</div><div class="line"><a name="l00062"></a><span class="lineno"><a class="line" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#a918ba358bb3b6e21f4cfd3bd2ce205be"> 62</a></span>&#160; <span class="keyword">using</span> <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#a918ba358bb3b6e21f4cfd3bd2ce205be">ElementAccumulator</a> = ElementAccumulator_;</div><div class="line"><a name="l00063"></a><span class="lineno"><a class="line" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#aea2fbab99575d18490c194b5d3584a31"> 63</a></span>&#160; <span class="keyword">using</span> <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#aea2fbab99575d18490c194b5d3584a31">ElementCompute</a> = ElementCompute_;</div><div class="line"><a name="l00064"></a><span class="lineno"> 64</span>&#160;</div><div class="line"><a name="l00065"></a><span class="lineno"><a class="line" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#a27c80ef3fe591a6903974084dfd59897"> 65</a></span>&#160; <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#a27c80ef3fe591a6903974084dfd59897">kCount</a> = Count;</div><div class="line"><a name="l00066"></a><span class="lineno"> 66</span>&#160;</div><div class="line"><a name="l00067"></a><span class="lineno"><a class="line" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#a3380b95c93bcfdca8df7e7c80a6e4153"> 67</a></span>&#160; <span class="keyword">using</span> <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#a3380b95c93bcfdca8df7e7c80a6e4153">FragmentOutput</a> = Array&lt;ElementOutput, kCount&gt;;</div><div class="line"><a name="l00068"></a><span class="lineno"><a class="line" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#ae610d34d4c9d712222dbff75455589b9"> 68</a></span>&#160; <span class="keyword">using</span> <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#ae610d34d4c9d712222dbff75455589b9">FragmentAccumulator</a> = Array&lt;ElementAccumulator, kCount&gt;;</div><div class="line"><a name="l00069"></a><span class="lineno"><a class="line" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#a212e93f8d2c9793d77ec4b679b6c81e6"> 69</a></span>&#160; <span class="keyword">using</span> <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#a212e93f8d2c9793d77ec4b679b6c81e6">ComputeFragment</a> = Array&lt;ElementCompute, kCount&gt;;</div><div class="line"><a name="l00070"></a><span class="lineno"> 70</span>&#160;</div><div class="line"><a name="l00071"></a><span class="lineno"><a class="line" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#aa794968396e172aa76dcdcc34c8e6c98"> 71</a></span>&#160; <span class="keyword">static</span> <a class="code" href="namespacecutlass.html#aabe6b8ce223bf05f65a4721a3f5447a6">FloatRoundStyle</a> <span class="keyword">const</span> <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#aa794968396e172aa76dcdcc34c8e6c98">kRound</a> = Round;</div><div class="line"><a name="l00072"></a><span class="lineno"> 72</span>&#160;</div><div class="line"><a name="l00074"></a><span class="lineno"><a class="line" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html"> 74</a></span>&#160; <span class="keyword">struct </span><a class="code" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html">Params</a> {</div><div class="line"><a name="l00075"></a><span class="lineno"> 75</span>&#160;</div><div class="line"><a name="l00076"></a><span class="lineno"><a class="line" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#a92b42f2498efb637ba4e2eb2bc7710c8"> 76</a></span>&#160; <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#aea2fbab99575d18490c194b5d3584a31">ElementCompute</a> <a class="code" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#a92b42f2498efb637ba4e2eb2bc7710c8">alpha</a>; </div><div class="line"><a name="l00077"></a><span class="lineno"><a class="line" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#a11eb2330d28b470366032dd8f549fe33"> 77</a></span>&#160; <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#aea2fbab99575d18490c194b5d3584a31">ElementCompute</a> <a class="code" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#a11eb2330d28b470366032dd8f549fe33">beta</a>; </div><div class="line"><a name="l00078"></a><span class="lineno"><a class="line" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#a0ddbb24a81370a342d05509bb78f122c"> 78</a></span>&#160; <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#aea2fbab99575d18490c194b5d3584a31">ElementCompute</a> <span class="keyword">const</span> *<a class="code" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#a0ddbb24a81370a342d05509bb78f122c">alpha_ptr</a>; </div><div class="line"><a name="l00079"></a><span class="lineno"><a class="line" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#adae7ef1a432b24d148df0662954b5bd0"> 79</a></span>&#160; <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#aea2fbab99575d18490c194b5d3584a31">ElementCompute</a> <span class="keyword">const</span> *<a class="code" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#adae7ef1a432b24d148df0662954b5bd0">beta_ptr</a>; </div><div class="line"><a name="l00080"></a><span class="lineno"> 80</span>&#160;</div><div class="line"><a name="l00081"></a><span class="lineno"> 81</span>&#160; <span class="comment">//</span></div><div class="line"><a name="l00082"></a><span class="lineno"> 82</span>&#160; <span class="comment">// Methods</span></div><div class="line"><a name="l00083"></a><span class="lineno"> 83</span>&#160; <span class="comment">//</span></div><div class="line"><a name="l00084"></a><span class="lineno"> 84</span>&#160;</div><div class="line"><a name="l00085"></a><span class="lineno"> 85</span>&#160; <a class="code" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a></div><div class="line"><a name="l00086"></a><span class="lineno"><a class="line" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#ab19de8ec29f12815e5d558ad3a32ba66"> 86</a></span>&#160; <a class="code" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#ab19de8ec29f12815e5d558ad3a32ba66">Params</a>(): </div><div class="line"><a name="l00087"></a><span class="lineno"> 87</span>&#160; alpha(<a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#aea2fbab99575d18490c194b5d3584a31">ElementCompute</a>(1)), </div><div class="line"><a name="l00088"></a><span class="lineno"> 88</span>&#160; beta(<a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#aea2fbab99575d18490c194b5d3584a31">ElementCompute</a>(0)), </div><div class="line"><a name="l00089"></a><span class="lineno"> 89</span>&#160; alpha_ptr(<a class="code" href="platform_8h.html#ab979d9d4b4923f7c54d6caa6e1a61936">nullptr</a>), </div><div class="line"><a name="l00090"></a><span class="lineno"> 90</span>&#160; beta_ptr(<a class="code" href="platform_8h.html#ab979d9d4b4923f7c54d6caa6e1a61936">nullptr</a>) { }</div><div class="line"><a name="l00091"></a><span class="lineno"> 91</span>&#160;</div><div class="line"><a name="l00092"></a><span class="lineno"> 92</span>&#160; <a class="code" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a></div><div class="line"><a name="l00093"></a><span class="lineno"><a class="line" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#ac1f07947c5ab483d00d479624dbcecf2"> 93</a></span>&#160; <a class="code" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#ac1f07947c5ab483d00d479624dbcecf2">Params</a>(</div><div class="line"><a name="l00094"></a><span class="lineno"> 94</span>&#160; <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#aea2fbab99575d18490c194b5d3584a31">ElementCompute</a> alpha,</div><div class="line"><a name="l00095"></a><span class="lineno"> 95</span>&#160; <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#aea2fbab99575d18490c194b5d3584a31">ElementCompute</a> beta</div><div class="line"><a name="l00096"></a><span class="lineno"> 96</span>&#160; ): alpha(alpha), beta(beta), alpha_ptr(<a class="code" href="platform_8h.html#ab979d9d4b4923f7c54d6caa6e1a61936">nullptr</a>), beta_ptr(<a class="code" href="platform_8h.html#ab979d9d4b4923f7c54d6caa6e1a61936">nullptr</a>) {</div><div class="line"><a name="l00097"></a><span class="lineno"> 97</span>&#160;</div><div class="line"><a name="l00098"></a><span class="lineno"> 98</span>&#160; }</div><div class="line"><a name="l00099"></a><span class="lineno"> 99</span>&#160;</div><div class="line"><a name="l00100"></a><span class="lineno"> 100</span>&#160; <a class="code" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a></div><div class="line"><a name="l00101"></a><span class="lineno"><a class="line" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#ac8a5fb23021e36af70e41e93e019f83b"> 101</a></span>&#160; <a class="code" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#ac8a5fb23021e36af70e41e93e019f83b">Params</a>(</div><div class="line"><a name="l00102"></a><span class="lineno"> 102</span>&#160; <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#aea2fbab99575d18490c194b5d3584a31">ElementCompute</a> <span class="keyword">const</span> *alpha_ptr,</div><div class="line"><a name="l00103"></a><span class="lineno"> 103</span>&#160; <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#aea2fbab99575d18490c194b5d3584a31">ElementCompute</a> <span class="keyword">const</span> *beta_ptr</div><div class="line"><a name="l00104"></a><span class="lineno"> 104</span>&#160; ): alpha(0), beta(0), alpha_ptr(alpha_ptr), beta_ptr(beta_ptr) {</div><div class="line"><a name="l00105"></a><span class="lineno"> 105</span>&#160;</div><div class="line"><a name="l00106"></a><span class="lineno"> 106</span>&#160; }</div><div class="line"><a name="l00107"></a><span class="lineno"> 107</span>&#160; };</div><div class="line"><a name="l00108"></a><span class="lineno"> 108</span>&#160;</div><div class="line"><a name="l00109"></a><span class="lineno"> 109</span>&#160;<span class="keyword">private</span>:</div><div class="line"><a name="l00110"></a><span class="lineno"> 110</span>&#160;</div><div class="line"><a name="l00111"></a><span class="lineno"> 111</span>&#160; <span class="comment">//</span></div><div class="line"><a name="l00112"></a><span class="lineno"> 112</span>&#160; <span class="comment">// Data members</span></div><div class="line"><a name="l00113"></a><span class="lineno"> 113</span>&#160; <span class="comment">//</span></div><div class="line"><a name="l00114"></a><span class="lineno"> 114</span>&#160;</div><div class="line"><a name="l00115"></a><span class="lineno"> 115</span>&#160; <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#aea2fbab99575d18490c194b5d3584a31">ElementCompute</a> alpha_;</div><div class="line"><a name="l00116"></a><span class="lineno"> 116</span>&#160; <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#aea2fbab99575d18490c194b5d3584a31">ElementCompute</a> beta_;</div><div class="line"><a name="l00117"></a><span class="lineno"> 117</span>&#160;</div><div class="line"><a name="l00118"></a><span class="lineno"> 118</span>&#160;<span class="keyword">public</span>:</div><div class="line"><a name="l00119"></a><span class="lineno"> 119</span>&#160;</div><div class="line"><a name="l00121"></a><span class="lineno"> 121</span>&#160; <a class="code" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a></div><div class="line"><a name="l00122"></a><span class="lineno"><a class="line" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#a19519a5bdbd6d3f3bc8efa9756ad55b7"> 122</a></span>&#160; <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#a19519a5bdbd6d3f3bc8efa9756ad55b7">LinearCombinationClamp</a>(<a class="code" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html">Params</a> <span class="keyword">const</span> &amp;params) {</div><div class="line"><a name="l00123"></a><span class="lineno"> 123</span>&#160;</div><div class="line"><a name="l00124"></a><span class="lineno"> 124</span>&#160; alpha_ = (params.<a class="code" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#a0ddbb24a81370a342d05509bb78f122c">alpha_ptr</a> ? *params.<a class="code" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#a0ddbb24a81370a342d05509bb78f122c">alpha_ptr</a> : params.<a class="code" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#a92b42f2498efb637ba4e2eb2bc7710c8">alpha</a>);</div><div class="line"><a name="l00125"></a><span class="lineno"> 125</span>&#160; beta_ = (params.<a class="code" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#adae7ef1a432b24d148df0662954b5bd0">beta_ptr</a> ? *params.<a class="code" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#adae7ef1a432b24d148df0662954b5bd0">beta_ptr</a> : params.<a class="code" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#a11eb2330d28b470366032dd8f549fe33">beta</a>);</div><div class="line"><a name="l00126"></a><span class="lineno"> 126</span>&#160; }</div><div class="line"><a name="l00127"></a><span class="lineno"> 127</span>&#160;</div><div class="line"><a name="l00129"></a><span class="lineno"> 129</span>&#160; <a class="code" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a></div><div class="line"><a name="l00130"></a><span class="lineno"><a class="line" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#a3567f90bb09ece3311af0c28e6784c91"> 130</a></span>&#160; <span class="keywordtype">bool</span> <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#a3567f90bb09ece3311af0c28e6784c91">is_source_needed</a>()<span class="keyword"> const </span>{</div><div class="line"><a name="l00131"></a><span class="lineno"> 131</span>&#160; <span class="keywordflow">return</span> beta_ != <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#aea2fbab99575d18490c194b5d3584a31">ElementCompute</a>(0);</div><div class="line"><a name="l00132"></a><span class="lineno"> 132</span>&#160; }</div><div class="line"><a name="l00133"></a><span class="lineno"> 133</span>&#160;</div><div class="line"><a name="l00135"></a><span class="lineno"> 135</span>&#160; <a class="code" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a></div><div class="line"><a name="l00136"></a><span class="lineno"><a class="line" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#ae5224f8df9ab4ca997693b3e91e752e3"> 136</a></span>&#160; <span class="keywordtype">void</span> <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#ae5224f8df9ab4ca997693b3e91e752e3">set_k_partition</a>(<span class="keywordtype">int</span> k_partition) {</div><div class="line"><a name="l00137"></a><span class="lineno"> 137</span>&#160; <span class="keywordflow">if</span> (k_partition) {</div><div class="line"><a name="l00138"></a><span class="lineno"> 138</span>&#160; beta_ = <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#aea2fbab99575d18490c194b5d3584a31">ElementCompute</a>(1);</div><div class="line"><a name="l00139"></a><span class="lineno"> 139</span>&#160; }</div><div class="line"><a name="l00140"></a><span class="lineno"> 140</span>&#160; }</div><div class="line"><a name="l00141"></a><span class="lineno"> 141</span>&#160;</div><div class="line"><a name="l00143"></a><span class="lineno"> 143</span>&#160; <a class="code" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a></div><div class="line"><a name="l00144"></a><span class="lineno"><a class="line" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#a22d4448a6fc26e7a028316157292af9e"> 144</a></span>&#160; <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#a3380b95c93bcfdca8df7e7c80a6e4153">FragmentOutput</a> <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#a22d4448a6fc26e7a028316157292af9e">operator()</a>(</div><div class="line"><a name="l00145"></a><span class="lineno"> 145</span>&#160; <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#ae610d34d4c9d712222dbff75455589b9">FragmentAccumulator</a> <span class="keyword">const</span> &amp;accumulator, </div><div class="line"><a name="l00146"></a><span class="lineno"> 146</span>&#160; <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#a3380b95c93bcfdca8df7e7c80a6e4153">FragmentOutput</a> <span class="keyword">const</span> &amp;source,</div><div class="line"><a name="l00147"></a><span class="lineno"> 147</span>&#160; <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#aea2fbab99575d18490c194b5d3584a31">ElementCompute</a> uniform = <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#aea2fbab99575d18490c194b5d3584a31">ElementCompute</a>(0))<span class="keyword"> const </span>{</div><div class="line"><a name="l00148"></a><span class="lineno"> 148</span>&#160;</div><div class="line"><a name="l00149"></a><span class="lineno"> 149</span>&#160; <span class="comment">// Convert source to interal compute numeric type</span></div><div class="line"><a name="l00150"></a><span class="lineno"> 150</span>&#160; <a class="code" href="structcutlass_1_1NumericArrayConverter.html">NumericArrayConverter&lt;ElementCompute, ElementOutput, kCount, Round&gt;</a> source_converter;</div><div class="line"><a name="l00151"></a><span class="lineno"> 151</span>&#160; <a class="code" href="structcutlass_1_1NumericArrayConverter.html">NumericArrayConverter&lt;ElementCompute, ElementAccumulator, kCount, Round&gt;</a> accumulator_converter;</div><div class="line"><a name="l00152"></a><span class="lineno"> 152</span>&#160;</div><div class="line"><a name="l00153"></a><span class="lineno"> 153</span>&#160; <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#a212e93f8d2c9793d77ec4b679b6c81e6">ComputeFragment</a> converted_source = source_converter(source);</div><div class="line"><a name="l00154"></a><span class="lineno"> 154</span>&#160; <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#a212e93f8d2c9793d77ec4b679b6c81e6">ComputeFragment</a> converted_accumulator = accumulator_converter(accumulator);</div><div class="line"><a name="l00155"></a><span class="lineno"> 155</span>&#160;</div><div class="line"><a name="l00156"></a><span class="lineno"> 156</span>&#160; <span class="comment">// Perform binary operations</span></div><div class="line"><a name="l00157"></a><span class="lineno"> 157</span>&#160;</div><div class="line"><a name="l00158"></a><span class="lineno"> 158</span>&#160; <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#a212e93f8d2c9793d77ec4b679b6c81e6">ComputeFragment</a> intermediate;</div><div class="line"><a name="l00159"></a><span class="lineno"> 159</span>&#160;</div><div class="line"><a name="l00160"></a><span class="lineno"> 160</span>&#160; <a class="code" href="structcutlass_1_1multiplies.html">multiplies&lt;ComputeFragment&gt;</a> mul_add_source;</div><div class="line"><a name="l00161"></a><span class="lineno"> 161</span>&#160; <a class="code" href="structcutlass_1_1multiply__add.html">multiply_add&lt;ComputeFragment&gt;</a> mul_add_accumulator;</div><div class="line"><a name="l00162"></a><span class="lineno"> 162</span>&#160; </div><div class="line"><a name="l00163"></a><span class="lineno"> 163</span>&#160; <a class="code" href="structcutlass_1_1minimum.html">minimum&lt;ComputeFragment&gt;</a> min_accumulator;</div><div class="line"><a name="l00164"></a><span class="lineno"> 164</span>&#160; <a class="code" href="structcutlass_1_1maximum.html">maximum&lt;ComputeFragment&gt;</a> max_accumulator;</div><div class="line"><a name="l00165"></a><span class="lineno"> 165</span>&#160;</div><div class="line"><a name="l00166"></a><span class="lineno"> 166</span>&#160; intermediate = mul_add_source(beta_, converted_source); <span class="comment">// X = beta * C + uniform</span></div><div class="line"><a name="l00167"></a><span class="lineno"> 167</span>&#160; intermediate = mul_add_accumulator(alpha_, converted_accumulator, intermediate); 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{</div><div class="line"><a name="l00199"></a><span class="lineno"> 199</span>&#160;<span class="keyword">public</span>:</div><div class="line"><a name="l00200"></a><span class="lineno"> 200</span>&#160;</div><div class="line"><a name="l00201"></a><span class="lineno"> 201</span>&#160; <span class="keyword">using</span> <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#a67b7f18dff7fbdcf16a73381294fc072">ElementOutput</a> = ElementOutput_;</div><div class="line"><a name="l00202"></a><span class="lineno"> 202</span>&#160; <span class="keyword">using</span> <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#a918ba358bb3b6e21f4cfd3bd2ce205be">ElementAccumulator</a> = int;</div><div class="line"><a name="l00203"></a><span class="lineno"> 203</span>&#160; <span class="keyword">using</span> <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#aea2fbab99575d18490c194b5d3584a31">ElementCompute</a> = float;</div><div class="line"><a name="l00204"></a><span class="lineno"> 204</span>&#160;</div><div class="line"><a name="l00205"></a><span class="lineno"> 205</span>&#160; <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> kCount = Count;</div><div class="line"><a name="l00206"></a><span class="lineno"> 206</span>&#160;</div><div class="line"><a name="l00207"></a><span class="lineno"> 207</span>&#160; <span class="keyword">using</span> <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#a3380b95c93bcfdca8df7e7c80a6e4153">FragmentOutput</a> = Array&lt;ElementOutput, kCount&gt;;</div><div class="line"><a name="l00208"></a><span class="lineno"> 208</span>&#160; <span class="keyword">using</span> <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#ae610d34d4c9d712222dbff75455589b9">FragmentAccumulator</a> = Array&lt;ElementAccumulator, kCount&gt;;</div><div class="line"><a name="l00209"></a><span class="lineno"> 209</span>&#160; <span class="keyword">using</span> <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#a212e93f8d2c9793d77ec4b679b6c81e6">ComputeFragment</a> = Array&lt;ElementCompute, kCount&gt;;</div><div class="line"><a name="l00210"></a><span class="lineno"> 210</span>&#160;</div><div class="line"><a name="l00211"></a><span class="lineno"> 211</span>&#160; <span class="keyword">static</span> <a class="code" href="namespacecutlass.html#aabe6b8ce223bf05f65a4721a3f5447a6">FloatRoundStyle</a> <span class="keyword">const</span> kRound = Round;</div><div class="line"><a name="l00212"></a><span class="lineno"> 212</span>&#160;</div><div class="line"><a name="l00214"></a><span class="lineno"> 214</span>&#160; <span class="keyword">struct </span><a class="code" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html">Params</a> {</div><div class="line"><a name="l00215"></a><span class="lineno"> 215</span>&#160;</div><div class="line"><a name="l00216"></a><span class="lineno"> 216</span>&#160; <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#aea2fbab99575d18490c194b5d3584a31">ElementCompute</a> <a class="code" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#a92b42f2498efb637ba4e2eb2bc7710c8">alpha</a>; </div><div class="line"><a name="l00217"></a><span class="lineno"> 217</span>&#160; <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#aea2fbab99575d18490c194b5d3584a31">ElementCompute</a> <a class="code" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#a11eb2330d28b470366032dd8f549fe33">beta</a>; </div><div class="line"><a name="l00218"></a><span class="lineno"> 218</span>&#160; <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#aea2fbab99575d18490c194b5d3584a31">ElementCompute</a> <span class="keyword">const</span> *<a class="code" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#a0ddbb24a81370a342d05509bb78f122c">alpha_ptr</a>; </div><div class="line"><a name="l00219"></a><span class="lineno"> 219</span>&#160; <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#aea2fbab99575d18490c194b5d3584a31">ElementCompute</a> <span class="keyword">const</span> *<a class="code" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#adae7ef1a432b24d148df0662954b5bd0">beta_ptr</a>; </div><div class="line"><a name="l00220"></a><span class="lineno"> 220</span>&#160;</div><div class="line"><a name="l00221"></a><span class="lineno"> 221</span>&#160; <span class="comment">//</span></div><div class="line"><a name="l00222"></a><span class="lineno"> 222</span>&#160; <span class="comment">// Methods</span></div><div class="line"><a name="l00223"></a><span class="lineno"> 223</span>&#160; <span class="comment">//</span></div><div class="line"><a name="l00224"></a><span class="lineno"> 224</span>&#160;</div><div class="line"><a name="l00225"></a><span class="lineno"> 225</span>&#160; <a class="code" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a></div><div class="line"><a name="l00226"></a><span class="lineno"> 226</span>&#160; <a class="code" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#ab19de8ec29f12815e5d558ad3a32ba66">Params</a>(): </div><div class="line"><a name="l00227"></a><span class="lineno"> 227</span>&#160; <a class="code" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#a92b42f2498efb637ba4e2eb2bc7710c8">alpha</a>(<a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#aea2fbab99575d18490c194b5d3584a31">ElementCompute</a>(1)), </div><div class="line"><a name="l00228"></a><span class="lineno"> 228</span>&#160; <a class="code" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#a11eb2330d28b470366032dd8f549fe33">beta</a>(<a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#aea2fbab99575d18490c194b5d3584a31">ElementCompute</a>(0)), </div><div class="line"><a name="l00229"></a><span class="lineno"> 229</span>&#160; <a class="code" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#a0ddbb24a81370a342d05509bb78f122c">alpha_ptr</a>(<span class="keyword">nullptr</span>), </div><div class="line"><a name="l00230"></a><span class="lineno"> 230</span>&#160; <a class="code" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#adae7ef1a432b24d148df0662954b5bd0">beta_ptr</a>(<span class="keyword">nullptr</span>) { }</div><div class="line"><a name="l00231"></a><span class="lineno"> 231</span>&#160;</div><div class="line"><a name="l00232"></a><span class="lineno"> 232</span>&#160; <a class="code" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a></div><div class="line"><a name="l00233"></a><span class="lineno"> 233</span>&#160; <a class="code" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#ab19de8ec29f12815e5d558ad3a32ba66">Params</a>(</div><div class="line"><a name="l00234"></a><span class="lineno"> 234</span>&#160; <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#aea2fbab99575d18490c194b5d3584a31">ElementCompute</a> alpha,</div><div class="line"><a name="l00235"></a><span class="lineno"> 235</span>&#160; <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#aea2fbab99575d18490c194b5d3584a31">ElementCompute</a> beta</div><div class="line"><a name="l00236"></a><span class="lineno"> 236</span>&#160; ): <a class="code" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#a92b42f2498efb637ba4e2eb2bc7710c8">alpha</a>(alpha), <a class="code" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#a11eb2330d28b470366032dd8f549fe33">beta</a>(beta), <a class="code" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#a0ddbb24a81370a342d05509bb78f122c">alpha_ptr</a>(<span class="keyword">nullptr</span>), <a class="code" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#adae7ef1a432b24d148df0662954b5bd0">beta_ptr</a>(<span class="keyword">nullptr</span>) {</div><div class="line"><a name="l00237"></a><span class="lineno"> 237</span>&#160;</div><div class="line"><a name="l00238"></a><span class="lineno"> 238</span>&#160; }</div><div class="line"><a name="l00239"></a><span class="lineno"> 239</span>&#160;</div><div class="line"><a name="l00240"></a><span class="lineno"> 240</span>&#160; <a class="code" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a></div><div class="line"><a name="l00241"></a><span class="lineno"> 241</span>&#160; <a class="code" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#ab19de8ec29f12815e5d558ad3a32ba66">Params</a>(</div><div class="line"><a name="l00242"></a><span class="lineno"> 242</span>&#160; <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#aea2fbab99575d18490c194b5d3584a31">ElementCompute</a> <span class="keyword">const</span> *alpha_ptr,</div><div class="line"><a name="l00243"></a><span class="lineno"> 243</span>&#160; <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#aea2fbab99575d18490c194b5d3584a31">ElementCompute</a> <span class="keyword">const</span> *beta_ptr</div><div class="line"><a name="l00244"></a><span class="lineno"> 244</span>&#160; ): <a class="code" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#a92b42f2498efb637ba4e2eb2bc7710c8">alpha</a>(0), <a class="code" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#a11eb2330d28b470366032dd8f549fe33">beta</a>(0), <a class="code" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#a0ddbb24a81370a342d05509bb78f122c">alpha_ptr</a>(alpha_ptr), <a class="code" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#adae7ef1a432b24d148df0662954b5bd0">beta_ptr</a>(beta_ptr) {</div><div class="line"><a name="l00245"></a><span class="lineno"> 245</span>&#160;</div><div class="line"><a name="l00246"></a><span class="lineno"> 246</span>&#160; }</div><div class="line"><a name="l00247"></a><span class="lineno"> 247</span>&#160; };</div><div class="line"><a name="l00248"></a><span class="lineno"> 248</span>&#160;</div><div class="line"><a name="l00249"></a><span class="lineno"> 249</span>&#160;<span class="keyword">private</span>:</div><div class="line"><a name="l00250"></a><span class="lineno"> 250</span>&#160;</div><div class="line"><a name="l00251"></a><span class="lineno"> 251</span>&#160; <span class="comment">//</span></div><div class="line"><a name="l00252"></a><span class="lineno"> 252</span>&#160; <span class="comment">// Data members</span></div><div class="line"><a name="l00253"></a><span class="lineno"> 253</span>&#160; <span class="comment">//</span></div><div class="line"><a name="l00254"></a><span class="lineno"> 254</span>&#160;</div><div class="line"><a name="l00255"></a><span class="lineno"> 255</span>&#160; <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#aea2fbab99575d18490c194b5d3584a31">ElementCompute</a> alpha_;</div><div class="line"><a name="l00256"></a><span class="lineno"> 256</span>&#160; <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#aea2fbab99575d18490c194b5d3584a31">ElementCompute</a> beta_;</div><div class="line"><a name="l00257"></a><span class="lineno"> 257</span>&#160;</div><div class="line"><a name="l00258"></a><span class="lineno"> 258</span>&#160;<span class="keyword">public</span>:</div><div class="line"><a name="l00259"></a><span class="lineno"> 259</span>&#160;</div><div class="line"><a name="l00261"></a><span class="lineno"> 261</span>&#160; <a class="code" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a></div><div class="line"><a name="l00262"></a><span class="lineno"> 262</span>&#160; <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#a19519a5bdbd6d3f3bc8efa9756ad55b7">LinearCombinationClamp</a>(<a class="code" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html">Params</a> <span class="keyword">const</span> &amp;params) {</div><div class="line"><a name="l00263"></a><span class="lineno"> 263</span>&#160;</div><div class="line"><a name="l00264"></a><span class="lineno"> 264</span>&#160; alpha_ = (params.<a class="code" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#a0ddbb24a81370a342d05509bb78f122c">alpha_ptr</a> ? *params.<a class="code" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#a0ddbb24a81370a342d05509bb78f122c">alpha_ptr</a> : params.<a class="code" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#a92b42f2498efb637ba4e2eb2bc7710c8">alpha</a>);</div><div class="line"><a name="l00265"></a><span class="lineno"> 265</span>&#160; beta_ = (params.<a class="code" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#adae7ef1a432b24d148df0662954b5bd0">beta_ptr</a> ? *params.<a class="code" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#adae7ef1a432b24d148df0662954b5bd0">beta_ptr</a> : params.<a class="code" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#a11eb2330d28b470366032dd8f549fe33">beta</a>);</div><div class="line"><a name="l00266"></a><span class="lineno"> 266</span>&#160; }</div><div class="line"><a name="l00267"></a><span class="lineno"> 267</span>&#160;</div><div class="line"><a name="l00269"></a><span class="lineno"> 269</span>&#160; <a class="code" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a></div><div class="line"><a name="l00270"></a><span class="lineno"> 270</span>&#160; <span class="keywordtype">bool</span> <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#a3567f90bb09ece3311af0c28e6784c91">is_source_needed</a>()<span class="keyword"> const </span>{</div><div class="line"><a name="l00271"></a><span class="lineno"> 271</span>&#160; <span class="keywordflow">return</span> beta_ != <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#aea2fbab99575d18490c194b5d3584a31">ElementCompute</a>(0);</div><div class="line"><a name="l00272"></a><span class="lineno"> 272</span>&#160; }</div><div class="line"><a name="l00273"></a><span class="lineno"> 273</span>&#160;</div><div class="line"><a name="l00275"></a><span class="lineno"> 275</span>&#160; <a class="code" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a></div><div class="line"><a name="l00276"></a><span class="lineno"> 276</span>&#160; <span class="keywordtype">void</span> <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#ae5224f8df9ab4ca997693b3e91e752e3">set_k_partition</a>(<span class="keywordtype">int</span> k_partition) {</div><div class="line"><a name="l00277"></a><span class="lineno"> 277</span>&#160; <span class="keywordflow">if</span> (k_partition) {</div><div class="line"><a name="l00278"></a><span class="lineno"> 278</span>&#160; beta_ = <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#aea2fbab99575d18490c194b5d3584a31">ElementCompute</a>(1);</div><div class="line"><a name="l00279"></a><span class="lineno"> 279</span>&#160; }</div><div class="line"><a name="l00280"></a><span class="lineno"> 280</span>&#160; }</div><div class="line"><a name="l00281"></a><span class="lineno"> 281</span>&#160;</div><div class="line"><a name="l00283"></a><span class="lineno"> 283</span>&#160; <a class="code" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a></div><div class="line"><a name="l00284"></a><span class="lineno"> 284</span>&#160; <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#a3380b95c93bcfdca8df7e7c80a6e4153">FragmentOutput</a> <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#a22d4448a6fc26e7a028316157292af9e">operator()</a>(</div><div class="line"><a name="l00285"></a><span class="lineno"> 285</span>&#160; <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#ae610d34d4c9d712222dbff75455589b9">FragmentAccumulator</a> <span class="keyword">const</span> &amp;accumulator, </div><div class="line"><a name="l00286"></a><span class="lineno"> 286</span>&#160; <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#a3380b95c93bcfdca8df7e7c80a6e4153">FragmentOutput</a> <span class="keyword">const</span> &amp;source,</div><div class="line"><a name="l00287"></a><span class="lineno"> 287</span>&#160; <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#aea2fbab99575d18490c194b5d3584a31">ElementCompute</a> uniform = <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#aea2fbab99575d18490c194b5d3584a31">ElementCompute</a>(0))<span class="keyword"> const </span>{</div><div class="line"><a name="l00288"></a><span class="lineno"> 288</span>&#160;</div><div class="line"><a name="l00289"></a><span class="lineno"> 289</span>&#160; <span class="comment">// Convert source to interal compute numeric type</span></div><div class="line"><a name="l00290"></a><span class="lineno"> 290</span>&#160; <a class="code" href="structcutlass_1_1NumericArrayConverter.html">NumericArrayConverter&lt;ElementCompute, ElementOutput, kCount, Round&gt;</a> source_converter;</div><div class="line"><a name="l00291"></a><span class="lineno"> 291</span>&#160; <a class="code" href="structcutlass_1_1NumericArrayConverter.html">NumericArrayConverter&lt;ElementCompute, ElementAccumulator, kCount, Round&gt;</a> accumulator_converter;</div><div class="line"><a name="l00292"></a><span class="lineno"> 292</span>&#160;</div><div class="line"><a name="l00293"></a><span class="lineno"> 293</span>&#160; <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#a212e93f8d2c9793d77ec4b679b6c81e6">ComputeFragment</a> converted_source = source_converter(source);</div><div class="line"><a name="l00294"></a><span class="lineno"> 294</span>&#160; <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#a212e93f8d2c9793d77ec4b679b6c81e6">ComputeFragment</a> converted_accumulator = accumulator_converter(accumulator);</div><div class="line"><a name="l00295"></a><span class="lineno"> 295</span>&#160;</div><div class="line"><a name="l00296"></a><span class="lineno"> 296</span>&#160; <span class="comment">// Compute linear scaling in floating point</span></div><div class="line"><a name="l00297"></a><span class="lineno"> 297</span>&#160; <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#a212e93f8d2c9793d77ec4b679b6c81e6">ComputeFragment</a> intermediate;</div><div class="line"><a name="l00298"></a><span class="lineno"> 298</span>&#160;</div><div class="line"><a name="l00299"></a><span class="lineno"> 299</span>&#160; <a class="code" href="structcutlass_1_1multiplies.html">multiplies&lt;ComputeFragment&gt;</a> mul_add_source;</div><div class="line"><a name="l00300"></a><span class="lineno"> 300</span>&#160; <a class="code" href="structcutlass_1_1multiply__add.html">multiply_add&lt;ComputeFragment&gt;</a> mul_add_accumulator;</div><div class="line"><a name="l00301"></a><span class="lineno"> 301</span>&#160; </div><div class="line"><a name="l00302"></a><span class="lineno"> 302</span>&#160; <span class="comment">// Float min-max</span></div><div class="line"><a name="l00303"></a><span class="lineno"> 303</span>&#160; intermediate = mul_add_source(beta_, converted_source); <span class="comment">// X = beta * C + uniform</span></div><div class="line"><a name="l00304"></a><span class="lineno"> 304</span>&#160; intermediate = mul_add_accumulator(alpha_, converted_accumulator, intermediate); <span class="comment">// D = alpha * Accum + X</span></div><div class="line"><a name="l00305"></a><span class="lineno"> 305</span>&#160;</div><div class="line"><a name="l00306"></a><span class="lineno"> 306</span>&#160; <span class="comment">// Convert floats back to INT</span></div><div class="line"><a name="l00307"></a><span class="lineno"> 307</span>&#160; <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#ae610d34d4c9d712222dbff75455589b9">FragmentAccumulator</a> scaled_accumulator;</div><div class="line"><a name="l00308"></a><span class="lineno"> 308</span>&#160;</div><div class="line"><a name="l00309"></a><span class="lineno"> 309</span>&#160; <a class="code" href="cutlass_8h.html#a4b1c9f25ab6eaa25e1f2258dd63e6ce4">CUTLASS_PRAGMA_UNROLL</a></div><div class="line"><a name="l00310"></a><span class="lineno"> 310</span>&#160; <span class="keywordflow">for</span> (<span class="keywordtype">int</span> i = 0; i &lt; <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#a27c80ef3fe591a6903974084dfd59897">kCount</a>; ++i) {</div><div class="line"><a name="l00311"></a><span class="lineno"> 311</span>&#160; scaled_accumulator[i] = <span class="keyword">static_cast&lt;</span><span class="keywordtype">int</span><span class="keyword">&gt;</span>(intermediate[i]);</div><div class="line"><a name="l00312"></a><span class="lineno"> 312</span>&#160; }</div><div class="line"><a name="l00313"></a><span class="lineno"> 313</span>&#160;</div><div class="line"><a name="l00314"></a><span class="lineno"> 314</span>&#160; <span class="comment">// Convert to destination numeric type</span></div><div class="line"><a name="l00315"></a><span class="lineno"> 315</span>&#160; <a class="code" href="structcutlass_1_1NumericArrayConverter.html">NumericArrayConverter&lt;ElementOutput, int, kCount, Round&gt;</a> destination_converter;</div><div class="line"><a name="l00316"></a><span class="lineno"> 316</span>&#160;</div><div class="line"><a name="l00317"></a><span class="lineno"> 317</span>&#160; <span class="keywordflow">return</span> destination_converter(scaled_accumulator);</div><div class="line"><a name="l00318"></a><span class="lineno"> 318</span>&#160; }</div><div class="line"><a name="l00319"></a><span class="lineno"> 319</span>&#160;};</div><div class="line"><a name="l00320"></a><span class="lineno"> 320</span>&#160;</div><div class="line"><a name="l00321"></a><span class="lineno"> 321</span>&#160;<span class="preprocessor">#endif // Conditional guards to enable partial specialization for packed integers</span></div><div class="line"><a name="l00322"></a><span class="lineno"> 322</span>&#160;</div><div class="line"><a name="l00324"></a><span class="lineno"> 324</span>&#160;</div><div class="line"><a name="l00325"></a><span class="lineno"> 325</span>&#160;} <span class="comment">// namespace thread</span></div><div class="line"><a name="l00326"></a><span class="lineno"> 326</span>&#160;} <span class="comment">// namespace epilogue</span></div><div class="line"><a name="l00327"></a><span class="lineno"> 327</span>&#160;} <span class="comment">// namespace cutlass</span></div><div class="ttc" id="structcutlass_1_1multiply__add_html"><div class="ttname"><a href="structcutlass_1_1multiply__add.html">cutlass::multiply_add</a></div><div class="ttdoc">Fused multiply-add. </div><div class="ttdef"><b>Definition:</b> functional.h:92</div></div>
<div class="ttc" id="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_html_aea2fbab99575d18490c194b5d3584a31"><div class="ttname"><a href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#aea2fbab99575d18490c194b5d3584a31">cutlass::epilogue::thread::LinearCombinationClamp::ElementCompute</a></div><div class="ttdeci">ElementCompute_ ElementCompute</div><div class="ttdef"><b>Definition:</b> linear_combination_clamp.h:63</div></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>
<div class="ttc" id="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params_html_a11eb2330d28b470366032dd8f549fe33"><div class="ttname"><a href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#a11eb2330d28b470366032dd8f549fe33">cutlass::epilogue::thread::LinearCombinationClamp::Params::beta</a></div><div class="ttdeci">ElementCompute beta</div><div class="ttdoc">scales source tensor </div><div class="ttdef"><b>Definition:</b> linear_combination_clamp.h:77</div></div>
<div class="ttc" id="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params_html_ac8a5fb23021e36af70e41e93e019f83b"><div class="ttname"><a href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#ac8a5fb23021e36af70e41e93e019f83b">cutlass::epilogue::thread::LinearCombinationClamp::Params::Params</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE Params(ElementCompute const *alpha_ptr, ElementCompute const *beta_ptr)</div><div class="ttdef"><b>Definition:</b> linear_combination_clamp.h:101</div></div>
<div class="ttc" id="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params_html_ac1f07947c5ab483d00d479624dbcecf2"><div class="ttname"><a href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#ac1f07947c5ab483d00d479624dbcecf2">cutlass::epilogue::thread::LinearCombinationClamp::Params::Params</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE Params(ElementCompute alpha, ElementCompute beta)</div><div class="ttdef"><b>Definition:</b> linear_combination_clamp.h:93</div></div>
<div class="ttc" id="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_html"><div class="ttname"><a href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html">cutlass::epilogue::thread::LinearCombinationClamp</a></div><div class="ttdef"><b>Definition:</b> linear_combination_clamp.h:58</div></div>
<div class="ttc" id="structcutlass_1_1minimum_html"><div class="ttname"><a href="structcutlass_1_1minimum.html">cutlass::minimum</a></div><div class="ttdef"><b>Definition:</b> functional.h:298</div></div>
<div class="ttc" id="structcutlass_1_1maximum_html"><div class="ttname"><a href="structcutlass_1_1maximum.html">cutlass::maximum</a></div><div class="ttdef"><b>Definition:</b> functional.h:235</div></div>
<div class="ttc" id="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_html_a27c80ef3fe591a6903974084dfd59897"><div class="ttname"><a href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#a27c80ef3fe591a6903974084dfd59897">cutlass::epilogue::thread::LinearCombinationClamp::kCount</a></div><div class="ttdeci">static int const kCount</div><div class="ttdef"><b>Definition:</b> linear_combination_clamp.h:65</div></div>
<div class="ttc" id="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_html_a22d4448a6fc26e7a028316157292af9e"><div class="ttname"><a href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#a22d4448a6fc26e7a028316157292af9e">cutlass::epilogue::thread::LinearCombinationClamp::operator()</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE FragmentOutput operator()(FragmentAccumulator const &amp;accumulator, FragmentOutput const &amp;source, ElementCompute uniform=ElementCompute(0)) const </div><div class="ttdoc">Computes linear scaling: D = alpha * accumulator + beta * source. </div><div class="ttdef"><b>Definition:</b> linear_combination_clamp.h:144</div></div>
<div class="ttc" id="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params_html_ab19de8ec29f12815e5d558ad3a32ba66"><div class="ttname"><a href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#ab19de8ec29f12815e5d558ad3a32ba66">cutlass::epilogue::thread::LinearCombinationClamp::Params::Params</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE Params()</div><div class="ttdef"><b>Definition:</b> linear_combination_clamp.h:86</div></div>
<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>
<div class="ttc" id="cutlass_8h_html_a4b1c9f25ab6eaa25e1f2258dd63e6ce4"><div class="ttname"><a href="cutlass_8h.html#a4b1c9f25ab6eaa25e1f2258dd63e6ce4">CUTLASS_PRAGMA_UNROLL</a></div><div class="ttdeci">#define CUTLASS_PRAGMA_UNROLL</div><div class="ttdef"><b>Definition:</b> cutlass.h:110</div></div>
<div class="ttc" id="numeric__conversion_8h_html"><div class="ttname"><a href="numeric__conversion_8h.html">numeric_conversion.h</a></div><div class="ttdoc">Boost-like numeric conversion operator for CUTLASS numeric types. </div></div>
<div class="ttc" id="structcutlass_1_1sizeof__bits_html"><div class="ttname"><a href="structcutlass_1_1sizeof__bits.html">cutlass::sizeof_bits</a></div><div class="ttdoc">Defines the size of an element in bits. </div><div class="ttdef"><b>Definition:</b> numeric_types.h:42</div></div>
<div class="ttc" id="platform_8h_html_ab979d9d4b4923f7c54d6caa6e1a61936"><div class="ttname"><a href="platform_8h.html#ab979d9d4b4923f7c54d6caa6e1a61936">nullptr</a></div><div class="ttdeci">#define nullptr</div><div class="ttdoc">nullptr </div><div class="ttdef"><b>Definition:</b> platform.h:144</div></div>
<div class="ttc" id="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_html_a19519a5bdbd6d3f3bc8efa9756ad55b7"><div class="ttname"><a href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#a19519a5bdbd6d3f3bc8efa9756ad55b7">cutlass::epilogue::thread::LinearCombinationClamp::LinearCombinationClamp</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE LinearCombinationClamp(Params const &amp;params)</div><div class="ttdoc">Constructs the function object, possibly loading from pointers in host memory. </div><div class="ttdef"><b>Definition:</b> linear_combination_clamp.h:122</div></div>
<div class="ttc" id="structcutlass_1_1multiplies_html"><div class="ttname"><a href="structcutlass_1_1multiplies.html">cutlass::multiplies</a></div><div class="ttdef"><b>Definition:</b> functional.h:64</div></div>
<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>
<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>
<div class="ttc" id="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_html_a212e93f8d2c9793d77ec4b679b6c81e6"><div class="ttname"><a href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#a212e93f8d2c9793d77ec4b679b6c81e6">cutlass::epilogue::thread::LinearCombinationClamp::ComputeFragment</a></div><div class="ttdeci">Array&lt; ElementCompute, kCount &gt; ComputeFragment</div><div class="ttdef"><b>Definition:</b> linear_combination_clamp.h:69</div></div>
<div class="ttc" id="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_html_a67b7f18dff7fbdcf16a73381294fc072"><div class="ttname"><a href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#a67b7f18dff7fbdcf16a73381294fc072">cutlass::epilogue::thread::LinearCombinationClamp::ElementOutput</a></div><div class="ttdeci">ElementOutput_ ElementOutput</div><div class="ttdef"><b>Definition:</b> linear_combination_clamp.h:61</div></div>
<div class="ttc" id="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_html_a3380b95c93bcfdca8df7e7c80a6e4153"><div class="ttname"><a href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#a3380b95c93bcfdca8df7e7c80a6e4153">cutlass::epilogue::thread::LinearCombinationClamp::FragmentOutput</a></div><div class="ttdeci">Array&lt; ElementOutput, kCount &gt; FragmentOutput</div><div class="ttdef"><b>Definition:</b> linear_combination_clamp.h:67</div></div>
<div class="ttc" id="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_html_a918ba358bb3b6e21f4cfd3bd2ce205be"><div class="ttname"><a href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#a918ba358bb3b6e21f4cfd3bd2ce205be">cutlass::epilogue::thread::LinearCombinationClamp::ElementAccumulator</a></div><div class="ttdeci">ElementAccumulator_ ElementAccumulator</div><div class="ttdef"><b>Definition:</b> linear_combination_clamp.h:62</div></div>
<div class="ttc" id="namespacecutlass_html_aabe6b8ce223bf05f65a4721a3f5447a6a280b2492e1afdb76d63ad6a4cd4f38d7"><div class="ttname"><a href="namespacecutlass.html#aabe6b8ce223bf05f65a4721a3f5447a6a280b2492e1afdb76d63ad6a4cd4f38d7">cutlass::FloatRoundStyle::round_to_nearest</a></div><div class="ttdoc">round to nearest even </div></div>
<div class="ttc" id="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params_html_adae7ef1a432b24d148df0662954b5bd0"><div class="ttname"><a href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#adae7ef1a432b24d148df0662954b5bd0">cutlass::epilogue::thread::LinearCombinationClamp::Params::beta_ptr</a></div><div class="ttdeci">ElementCompute const * beta_ptr</div><div class="ttdoc">pointer to source scalar - if not null, loads it from memory </div><div class="ttdef"><b>Definition:</b> linear_combination_clamp.h:79</div></div>
<div class="ttc" id="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_html_ae5224f8df9ab4ca997693b3e91e752e3"><div class="ttname"><a href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#ae5224f8df9ab4ca997693b3e91e752e3">cutlass::epilogue::thread::LinearCombinationClamp::set_k_partition</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE void set_k_partition(int k_partition)</div><div class="ttdoc">Functionally required for serial reduction in the epilogue. </div><div class="ttdef"><b>Definition:</b> linear_combination_clamp.h:136</div></div>
<div class="ttc" id="namespacecutlass_html_aabe6b8ce223bf05f65a4721a3f5447a6"><div class="ttname"><a href="namespacecutlass.html#aabe6b8ce223bf05f65a4721a3f5447a6">cutlass::FloatRoundStyle</a></div><div class="ttdeci">FloatRoundStyle</div><div class="ttdef"><b>Definition:</b> numeric_conversion.h:43</div></div>
<div class="ttc" id="structcutlass_1_1NumericArrayConverter_html"><div class="ttname"><a href="structcutlass_1_1NumericArrayConverter.html">cutlass::NumericArrayConverter</a></div><div class="ttdoc">Conversion operator for Array. </div><div class="ttdef"><b>Definition:</b> numeric_conversion.h:294</div></div>
<div class="ttc" id="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params_html"><div class="ttname"><a href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html">cutlass::epilogue::thread::LinearCombinationClamp::Params</a></div><div class="ttdoc">Host-constructable parameters structure. </div><div class="ttdef"><b>Definition:</b> linear_combination_clamp.h:74</div></div>
<div class="ttc" id="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_html_aa794968396e172aa76dcdcc34c8e6c98"><div class="ttname"><a href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#aa794968396e172aa76dcdcc34c8e6c98">cutlass::epilogue::thread::LinearCombinationClamp::kRound</a></div><div class="ttdeci">static FloatRoundStyle const kRound</div><div class="ttdef"><b>Definition:</b> linear_combination_clamp.h:71</div></div>
<div class="ttc" id="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_html_a3567f90bb09ece3311af0c28e6784c91"><div class="ttname"><a href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#a3567f90bb09ece3311af0c28e6784c91">cutlass::epilogue::thread::LinearCombinationClamp::is_source_needed</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE bool is_source_needed() const </div><div class="ttdoc">Returns true if source is needed. </div><div class="ttdef"><b>Definition:</b> linear_combination_clamp.h:130</div></div>
<div class="ttc" id="cutlass_8h_html"><div class="ttname"><a href="cutlass_8h.html">cutlass.h</a></div><div class="ttdoc">Basic include for CUTLASS. </div></div>
<div class="ttc" id="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params_html_a0ddbb24a81370a342d05509bb78f122c"><div class="ttname"><a href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#a0ddbb24a81370a342d05509bb78f122c">cutlass::epilogue::thread::LinearCombinationClamp::Params::alpha_ptr</a></div><div class="ttdeci">ElementCompute const * alpha_ptr</div><div class="ttdoc">pointer to accumulator scalar - if not null, loads it from memory </div><div class="ttdef"><b>Definition:</b> linear_combination_clamp.h:78</div></div>
<div class="ttc" id="functional_8h_html"><div class="ttname"><a href="functional_8h.html">functional.h</a></div><div class="ttdoc">Define basic numeric operators with specializations for Array&lt;T, N&gt;. SIMD-ize where possible...</div></div>
<div class="ttc" id="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params_html_a92b42f2498efb637ba4e2eb2bc7710c8"><div class="ttname"><a href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_1_1Params.html#a92b42f2498efb637ba4e2eb2bc7710c8">cutlass::epilogue::thread::LinearCombinationClamp::Params::alpha</a></div><div class="ttdeci">ElementCompute alpha</div><div class="ttdoc">scales accumulators </div><div class="ttdef"><b>Definition:</b> linear_combination_clamp.h:76</div></div>
<div class="ttc" id="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_html_ae610d34d4c9d712222dbff75455589b9"><div class="ttname"><a href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html#ae610d34d4c9d712222dbff75455589b9">cutlass::epilogue::thread::LinearCombinationClamp::FragmentAccumulator</a></div><div class="ttdeci">Array&lt; ElementAccumulator, kCount &gt; FragmentAccumulator</div><div class="ttdef"><b>Definition:</b> linear_combination_clamp.h:68</div></div>
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