424 lines
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424 lines
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<li class="navelem"><a class="el" href="namespacecutlass.html">cutlass</a></li><li class="navelem"><a class="el" href="namespacecutlass_1_1epilogue.html">epilogue</a></li><li class="navelem"><a class="el" href="namespacecutlass_1_1epilogue_1_1thread.html">thread</a></li><li class="navelem"><a class="el" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu.html">LinearCombinationRelu</a></li> </ul>
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<div class="title">cutlass::epilogue::thread::LinearCombinationRelu< ElementOutput_, Count, ElementAccumulator_, ElementCompute_, Round > Class Template Reference</div> </div>
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<p><code>#include <<a class="el" href="linear__combination__relu_8h_source.html">linear_combination_relu.h</a>></code></p>
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Classes</h2></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">struct  </td><td class="memItemRight" valign="bottom"><a class="el" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu_1_1Params.html">Params</a></td></tr>
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<tr class="memdesc:"><td class="mdescLeft"> </td><td class="mdescRight">Host-constructable parameters structure. <a href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu_1_1Params.html#details">More...</a><br /></td></tr>
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Public Types</h2></td></tr>
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<tr class="memitem:acb1b391e1c4d1573622cb7ee108d74d7"><td class="memItemLeft" align="right" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu.html#acb1b391e1c4d1573622cb7ee108d74d7">ElementOutput</a> = ElementOutput_</td></tr>
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<tr class="memitem:ad1acf74be026cb3f6165ae02d779ddd4"><td class="memItemLeft" align="right" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu.html#ad1acf74be026cb3f6165ae02d779ddd4">ElementAccumulator</a> = ElementAccumulator_</td></tr>
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<tr class="memitem:a21856d54ce2247edfc696b475ffa7a11"><td class="memItemLeft" align="right" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu.html#a21856d54ce2247edfc696b475ffa7a11">ElementCompute</a> = ElementCompute_</td></tr>
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<tr class="memitem:a14bfd5ef175cf1d0242cc3a3c28e130d"><td class="memItemLeft" align="right" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu.html#a14bfd5ef175cf1d0242cc3a3c28e130d">FragmentOutput</a> = Array< <a class="el" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu.html#acb1b391e1c4d1573622cb7ee108d74d7">ElementOutput</a>, <a class="el" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu.html#a70f9d8e1eef1ab9f67168af75442dfd9">kCount</a> ></td></tr>
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<tr class="memitem:a37cb96ec3a7e16d88dc7402cd5246ce1"><td class="memItemLeft" align="right" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu.html#a37cb96ec3a7e16d88dc7402cd5246ce1">FragmentAccumulator</a> = Array< <a class="el" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu.html#ad1acf74be026cb3f6165ae02d779ddd4">ElementAccumulator</a>, <a class="el" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu.html#a70f9d8e1eef1ab9f67168af75442dfd9">kCount</a> ></td></tr>
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<tr class="memitem:a54909b2fb614bf006572ceb79a264d05"><td class="memItemLeft" align="right" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu.html#a54909b2fb614bf006572ceb79a264d05">ComputeFragment</a> = Array< <a class="el" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu.html#a21856d54ce2247edfc696b475ffa7a11">ElementCompute</a>, <a class="el" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu.html#a70f9d8e1eef1ab9f67168af75442dfd9">kCount</a> ></td></tr>
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<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-methods"></a>
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Public Member Functions</h2></td></tr>
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<tr class="memitem:ae060fd9c16f95f086ff7f784ce40a7e2"><td class="memItemLeft" align="right" valign="top"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu.html#ae060fd9c16f95f086ff7f784ce40a7e2">LinearCombinationRelu</a> (<a class="el" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu_1_1Params.html">Params</a> const &params)</td></tr>
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<tr class="memdesc:ae060fd9c16f95f086ff7f784ce40a7e2"><td class="mdescLeft"> </td><td class="mdescRight">Constructs the function object, possibly loading from pointers in host memory. <a href="#ae060fd9c16f95f086ff7f784ce40a7e2">More...</a><br /></td></tr>
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<tr class="memitem:a6ba2de177b25375afc33043d665a5114"><td class="memItemLeft" align="right" valign="top"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> bool </td><td class="memItemRight" valign="bottom"><a class="el" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu.html#a6ba2de177b25375afc33043d665a5114">is_source_needed</a> () const </td></tr>
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<tr class="memdesc:a6ba2de177b25375afc33043d665a5114"><td class="mdescLeft"> </td><td class="mdescRight">Returns true if source is needed. <a href="#a6ba2de177b25375afc33043d665a5114">More...</a><br /></td></tr>
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<tr class="memitem:aa630c8bf7a182a49159fc270ebd0f938"><td class="memItemLeft" align="right" valign="top"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> void </td><td class="memItemRight" valign="bottom"><a class="el" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu.html#aa630c8bf7a182a49159fc270ebd0f938">set_k_partition</a> (int k_partition)</td></tr>
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<tr class="memdesc:aa630c8bf7a182a49159fc270ebd0f938"><td class="mdescLeft"> </td><td class="mdescRight">Functionally required for serial reduction in the epilogue. <a href="#aa630c8bf7a182a49159fc270ebd0f938">More...</a><br /></td></tr>
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<tr class="separator:aa630c8bf7a182a49159fc270ebd0f938"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a93c794d586c7d0a6054a24db70490539"><td class="memItemLeft" align="right" valign="top"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> <a class="el" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu.html#a14bfd5ef175cf1d0242cc3a3c28e130d">FragmentOutput</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu.html#a93c794d586c7d0a6054a24db70490539">operator()</a> (<a class="el" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu.html#a37cb96ec3a7e16d88dc7402cd5246ce1">FragmentAccumulator</a> const &accumulator, <a class="el" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu.html#a14bfd5ef175cf1d0242cc3a3c28e130d">FragmentOutput</a> const &source, <a class="el" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu.html#a21856d54ce2247edfc696b475ffa7a11">ElementCompute</a> uniform=<a class="el" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu.html#a21856d54ce2247edfc696b475ffa7a11">ElementCompute</a>(0)) const </td></tr>
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<tr class="memdesc:a93c794d586c7d0a6054a24db70490539"><td class="mdescLeft"> </td><td class="mdescRight">Computes linear scaling: D = alpha * accumulator + beta * source. <a href="#a93c794d586c7d0a6054a24db70490539">More...</a><br /></td></tr>
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<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-static-attribs"></a>
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Static Public Attributes</h2></td></tr>
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<tr class="memitem:a70f9d8e1eef1ab9f67168af75442dfd9"><td class="memItemLeft" align="right" valign="top">static int const </td><td class="memItemRight" valign="bottom"><a class="el" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu.html#a70f9d8e1eef1ab9f67168af75442dfd9">kCount</a> = Count</td></tr>
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<tr class="memitem:a80f6b354f863f10380365994ba0a08ee"><td class="memItemLeft" align="right" valign="top">static <a class="el" href="namespacecutlass.html#aabe6b8ce223bf05f65a4721a3f5447a6">FloatRoundStyle</a> const </td><td class="memItemRight" valign="bottom"><a class="el" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu.html#a80f6b354f863f10380365994ba0a08ee">kRound</a> = Round</td></tr>
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<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
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<div class="textblock"><h3>template<typename ElementOutput_, int Count, typename ElementAccumulator_ = ElementOutput_, typename ElementCompute_ = ElementOutput_, FloatRoundStyle Round = FloatRoundStyle::round_to_nearest><br />
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class cutlass::epilogue::thread::LinearCombinationRelu< ElementOutput_, Count, ElementAccumulator_, ElementCompute_, Round ></h3>
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<p>Applies a linear combination operator to an array of elements then clamps the output before converting to the output element type.</p>
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<p>D = alpha * accumulator + beta * source + uniform </p>
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</div><h2 class="groupheader">Member Typedef Documentation</h2>
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template<typename ElementOutput_ , int Count, typename ElementAccumulator_ = ElementOutput_, typename ElementCompute_ = ElementOutput_, FloatRoundStyle Round = FloatRoundStyle::round_to_nearest> </div>
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<td class="memname">using <a class="el" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu.html">cutlass::epilogue::thread::LinearCombinationRelu</a>< ElementOutput_, Count, ElementAccumulator_, ElementCompute_, Round >::<a class="el" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu.html#a54909b2fb614bf006572ceb79a264d05">ComputeFragment</a> = Array<<a class="el" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu.html#a21856d54ce2247edfc696b475ffa7a11">ElementCompute</a>, <a class="el" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu.html#a70f9d8e1eef1ab9f67168af75442dfd9">kCount</a>></td>
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template<typename ElementOutput_ , int Count, typename ElementAccumulator_ = ElementOutput_, typename ElementCompute_ = ElementOutput_, FloatRoundStyle Round = FloatRoundStyle::round_to_nearest> </div>
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<td class="memname">using <a class="el" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu.html">cutlass::epilogue::thread::LinearCombinationRelu</a>< ElementOutput_, Count, ElementAccumulator_, ElementCompute_, Round >::<a class="el" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu.html#ad1acf74be026cb3f6165ae02d779ddd4">ElementAccumulator</a> = ElementAccumulator_</td>
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template<typename ElementOutput_ , int Count, typename ElementAccumulator_ = ElementOutput_, typename ElementCompute_ = ElementOutput_, FloatRoundStyle Round = FloatRoundStyle::round_to_nearest> </div>
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<td class="memname">using <a class="el" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu.html">cutlass::epilogue::thread::LinearCombinationRelu</a>< ElementOutput_, Count, ElementAccumulator_, ElementCompute_, Round >::<a class="el" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu.html#a21856d54ce2247edfc696b475ffa7a11">ElementCompute</a> = ElementCompute_</td>
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template<typename ElementOutput_ , int Count, typename ElementAccumulator_ = ElementOutput_, typename ElementCompute_ = ElementOutput_, FloatRoundStyle Round = FloatRoundStyle::round_to_nearest> </div>
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<td class="memname">using <a class="el" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu.html">cutlass::epilogue::thread::LinearCombinationRelu</a>< ElementOutput_, Count, ElementAccumulator_, ElementCompute_, Round >::<a class="el" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu.html#acb1b391e1c4d1573622cb7ee108d74d7">ElementOutput</a> = ElementOutput_</td>
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template<typename ElementOutput_ , int Count, typename ElementAccumulator_ = ElementOutput_, typename ElementCompute_ = ElementOutput_, FloatRoundStyle Round = FloatRoundStyle::round_to_nearest> </div>
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<td class="memname">using <a class="el" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu.html">cutlass::epilogue::thread::LinearCombinationRelu</a>< ElementOutput_, Count, ElementAccumulator_, ElementCompute_, Round >::<a class="el" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu.html#a37cb96ec3a7e16d88dc7402cd5246ce1">FragmentAccumulator</a> = Array<<a class="el" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu.html#ad1acf74be026cb3f6165ae02d779ddd4">ElementAccumulator</a>, <a class="el" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu.html#a70f9d8e1eef1ab9f67168af75442dfd9">kCount</a>></td>
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template<typename ElementOutput_ , int Count, typename ElementAccumulator_ = ElementOutput_, typename ElementCompute_ = ElementOutput_, FloatRoundStyle Round = FloatRoundStyle::round_to_nearest> </div>
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<td class="memname">using <a class="el" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu.html">cutlass::epilogue::thread::LinearCombinationRelu</a>< ElementOutput_, Count, ElementAccumulator_, ElementCompute_, Round >::<a class="el" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu.html#a14bfd5ef175cf1d0242cc3a3c28e130d">FragmentOutput</a> = Array<<a class="el" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu.html#acb1b391e1c4d1573622cb7ee108d74d7">ElementOutput</a>, <a class="el" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu.html#a70f9d8e1eef1ab9f67168af75442dfd9">kCount</a>></td>
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<h2 class="groupheader">Constructor & Destructor Documentation</h2>
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template<typename ElementOutput_ , int Count, typename ElementAccumulator_ = ElementOutput_, typename ElementCompute_ = ElementOutput_, FloatRoundStyle Round = FloatRoundStyle::round_to_nearest> </div>
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<td class="memname"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> <a class="el" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu.html">cutlass::epilogue::thread::LinearCombinationRelu</a>< ElementOutput_, Count, ElementAccumulator_, ElementCompute_, Round >::<a class="el" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu.html">LinearCombinationRelu</a> </td>
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<td class="paramtype"><a class="el" href="structcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu_1_1Params.html">Params</a> const & </td>
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<h2 class="groupheader">Member Function Documentation</h2>
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template<typename ElementOutput_ , int Count, typename ElementAccumulator_ = ElementOutput_, typename ElementCompute_ = ElementOutput_, FloatRoundStyle Round = FloatRoundStyle::round_to_nearest> </div>
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<td class="memname"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> bool <a class="el" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu.html">cutlass::epilogue::thread::LinearCombinationRelu</a>< ElementOutput_, Count, ElementAccumulator_, ElementCompute_, Round >::is_source_needed </td>
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template<typename ElementOutput_ , int Count, typename ElementAccumulator_ = ElementOutput_, typename ElementCompute_ = ElementOutput_, FloatRoundStyle Round = FloatRoundStyle::round_to_nearest> </div>
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<td class="memname"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> <a class="el" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu.html#a14bfd5ef175cf1d0242cc3a3c28e130d">FragmentOutput</a> <a class="el" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu.html">cutlass::epilogue::thread::LinearCombinationRelu</a>< ElementOutput_, Count, ElementAccumulator_, ElementCompute_, Round >::operator() </td>
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template<typename ElementOutput_ , int Count, typename ElementAccumulator_ = ElementOutput_, typename ElementCompute_ = ElementOutput_, FloatRoundStyle Round = FloatRoundStyle::round_to_nearest> </div>
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<td class="memname"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> void <a class="el" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu.html">cutlass::epilogue::thread::LinearCombinationRelu</a>< ElementOutput_, Count, ElementAccumulator_, ElementCompute_, Round >::set_k_partition </td>
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template<typename ElementOutput_ , int Count, typename ElementAccumulator_ = ElementOutput_, typename ElementCompute_ = ElementOutput_, FloatRoundStyle Round = FloatRoundStyle::round_to_nearest> </div>
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<td class="memname">int const <a class="el" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu.html">cutlass::epilogue::thread::LinearCombinationRelu</a>< ElementOutput_, Count, ElementAccumulator_, ElementCompute_, Round >::kCount = Count</td>
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template<typename ElementOutput_ , int Count, typename ElementAccumulator_ = ElementOutput_, typename ElementCompute_ = ElementOutput_, FloatRoundStyle Round = FloatRoundStyle::round_to_nearest> </div>
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<td class="memname"><a class="el" href="namespacecutlass.html#aabe6b8ce223bf05f65a4721a3f5447a6">FloatRoundStyle</a> const <a class="el" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationRelu.html">cutlass::epilogue::thread::LinearCombinationRelu</a>< ElementOutput_, Count, ElementAccumulator_, ElementCompute_, Round >::kRound = Round</td>
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<hr/>The documentation for this class was generated from the following file:<ul>
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<li><a class="el" href="linear__combination__relu_8h_source.html">linear_combination_relu.h</a></li>
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