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| <div class="title">lubrelu< T, S > Struct Template Reference</div> </div> |
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| |
| <p>Lower-Upper Bounded RELU activation object. |
| <a href="structarm__compute_1_1detail_1_1lubrelu.xhtml#details">More...</a></p> |
| |
| <p><code>#include <<a class="el" href="_n_e_activation_function_detail_8h_source.xhtml">NEActivationFunctionDetail.h</a>></code></p> |
| <table class="memberdecls"> |
| <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-types"></a> |
| Public Types</h2></td></tr> |
| <tr class="memitem:a0492e57b9f86c67a4aa57998e260720f"><td class="memItemLeft" align="right" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="structarm__compute_1_1detail_1_1lubrelu.xhtml#a0492e57b9f86c67a4aa57998e260720f">ExactType</a> = typename <a class="el" href="structarm__compute_1_1wrapper_1_1traits_1_1neon__vector.xhtml">wrapper::traits::neon_vector</a>< T, S >::type</td></tr> |
| <tr class="memdesc:a0492e57b9f86c67a4aa57998e260720f"><td class="mdescLeft"> </td><td class="mdescRight">NEON vector type. <a href="#a0492e57b9f86c67a4aa57998e260720f">More...</a><br /></td></tr> |
| <tr class="separator:a0492e57b9f86c67a4aa57998e260720f"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a2eb8ae9edbcaa2ffa10e954e92d298d1"><td class="memItemLeft" align="right" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="structarm__compute_1_1detail_1_1lubrelu.xhtml#a2eb8ae9edbcaa2ffa10e954e92d298d1">ExactTagType</a> = typename <a class="el" href="structarm__compute_1_1wrapper_1_1traits_1_1neon__vector.xhtml">wrapper::traits::neon_vector</a>< T, S >::tag_type</td></tr> |
| <tr class="memdesc:a2eb8ae9edbcaa2ffa10e954e92d298d1"><td class="mdescLeft"> </td><td class="mdescRight">NEON vector tag type. <a href="#a2eb8ae9edbcaa2ffa10e954e92d298d1">More...</a><br /></td></tr> |
| <tr class="separator:a2eb8ae9edbcaa2ffa10e954e92d298d1"><td class="memSeparator" colspan="2"> </td></tr> |
| </table><table class="memberdecls"> |
| <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-methods"></a> |
| Public Member Functions</h2></td></tr> |
| <tr class="memitem:acc201840dbd6c9794d282209aae9b19f"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="structarm__compute_1_1detail_1_1lubrelu.xhtml#acc201840dbd6c9794d282209aae9b19f">lubrelu</a> (<a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml">ActivationLayerInfo</a> act_info)</td></tr> |
| <tr class="memdesc:acc201840dbd6c9794d282209aae9b19f"><td class="mdescLeft"> </td><td class="mdescRight">Construct a lower-upper bounded RELU activation object. <a href="#acc201840dbd6c9794d282209aae9b19f">More...</a><br /></td></tr> |
| <tr class="separator:acc201840dbd6c9794d282209aae9b19f"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a866d1f31a29495f573ed758878f9028a"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="structarm__compute_1_1detail_1_1lubrelu.xhtml#a866d1f31a29495f573ed758878f9028a">operator()</a> (<a class="el" href="structarm__compute_1_1detail_1_1lubrelu.xhtml#a0492e57b9f86c67a4aa57998e260720f">ExactType</a> &vval)</td></tr> |
| <tr class="memdesc:a866d1f31a29495f573ed758878f9028a"><td class="mdescLeft"> </td><td class="mdescRight">Run activation function. <a href="#a866d1f31a29495f573ed758878f9028a">More...</a><br /></td></tr> |
| <tr class="separator:a866d1f31a29495f573ed758878f9028a"><td class="memSeparator" colspan="2"> </td></tr> |
| </table><table class="memberdecls"> |
| <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-attribs"></a> |
| Data Fields</h2></td></tr> |
| <tr class="memitem:abd5aa7b37cf4c0a02b4bf2d4692d3750"><td class="memItemLeft" align="right" valign="top">const <a class="el" href="structarm__compute_1_1detail_1_1lubrelu.xhtml#a0492e57b9f86c67a4aa57998e260720f">ExactType</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="structarm__compute_1_1detail_1_1lubrelu.xhtml#abd5aa7b37cf4c0a02b4bf2d4692d3750">valpha</a></td></tr> |
| <tr class="memdesc:abd5aa7b37cf4c0a02b4bf2d4692d3750"><td class="mdescLeft"> </td><td class="mdescRight"><a class="el" href="struct_vector.xhtml" title="Structure to hold Vector information.">Vector</a> of alphas. <a href="#abd5aa7b37cf4c0a02b4bf2d4692d3750">More...</a><br /></td></tr> |
| <tr class="separator:abd5aa7b37cf4c0a02b4bf2d4692d3750"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a7bf6867cd97f3be4a120c87d1ede868b"><td class="memItemLeft" align="right" valign="top">const <a class="el" href="structarm__compute_1_1detail_1_1lubrelu.xhtml#a0492e57b9f86c67a4aa57998e260720f">ExactType</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="structarm__compute_1_1detail_1_1lubrelu.xhtml#a7bf6867cd97f3be4a120c87d1ede868b">vbeta</a></td></tr> |
| <tr class="memdesc:a7bf6867cd97f3be4a120c87d1ede868b"><td class="mdescLeft"> </td><td class="mdescRight"><a class="el" href="struct_vector.xhtml" title="Structure to hold Vector information.">Vector</a> of betas. <a href="#a7bf6867cd97f3be4a120c87d1ede868b">More...</a><br /></td></tr> |
| <tr class="separator:a7bf6867cd97f3be4a120c87d1ede868b"><td class="memSeparator" colspan="2"> </td></tr> |
| </table> |
| <a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2> |
| <div class="textblock"><h3>template<typename T, int S><br /> |
| struct arm_compute::detail::lubrelu< T, S ></h3> |
| |
| <p>Lower-Upper Bounded RELU activation object. </p> |
| |
| <p class="definition">Definition at line <a class="el" href="_n_e_activation_function_detail_8h_source.xhtml#l00214">214</a> of file <a class="el" href="_n_e_activation_function_detail_8h_source.xhtml">NEActivationFunctionDetail.h</a>.</p> |
| </div><h2 class="groupheader">Member Typedef Documentation</h2> |
| <a id="a2eb8ae9edbcaa2ffa10e954e92d298d1"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a2eb8ae9edbcaa2ffa10e954e92d298d1">◆ </a></span>ExactTagType</h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">using <a class="el" href="structarm__compute_1_1detail_1_1lubrelu.xhtml#a2eb8ae9edbcaa2ffa10e954e92d298d1">ExactTagType</a> = typename <a class="el" href="structarm__compute_1_1wrapper_1_1traits_1_1neon__vector.xhtml">wrapper::traits::neon_vector</a><T, S>::tag_type</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>NEON vector tag type. </p> |
| |
| <p class="definition">Definition at line <a class="el" href="_n_e_activation_function_detail_8h_source.xhtml#l00219">219</a> of file <a class="el" href="_n_e_activation_function_detail_8h_source.xhtml">NEActivationFunctionDetail.h</a>.</p> |
| |
| </div> |
| </div> |
| <a id="a0492e57b9f86c67a4aa57998e260720f"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a0492e57b9f86c67a4aa57998e260720f">◆ </a></span>ExactType</h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">using <a class="el" href="structarm__compute_1_1detail_1_1lubrelu.xhtml#a0492e57b9f86c67a4aa57998e260720f">ExactType</a> = typename <a class="el" href="structarm__compute_1_1wrapper_1_1traits_1_1neon__vector.xhtml">wrapper::traits::neon_vector</a><T, S>::type</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>NEON vector type. </p> |
| |
| <p class="definition">Definition at line <a class="el" href="_n_e_activation_function_detail_8h_source.xhtml#l00217">217</a> of file <a class="el" href="_n_e_activation_function_detail_8h_source.xhtml">NEActivationFunctionDetail.h</a>.</p> |
| |
| </div> |
| </div> |
| <h2 class="groupheader">Constructor & Destructor Documentation</h2> |
| <a id="acc201840dbd6c9794d282209aae9b19f"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#acc201840dbd6c9794d282209aae9b19f">◆ </a></span>lubrelu()</h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="mlabels"> |
| <tr> |
| <td class="mlabels-left"> |
| <table class="memname"> |
| <tr> |
| <td class="memname"><a class="el" href="structarm__compute_1_1detail_1_1lubrelu.xhtml">lubrelu</a> </td> |
| <td>(</td> |
| <td class="paramtype"><a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml">ActivationLayerInfo</a> </td> |
| <td class="paramname"><em>act_info</em></td><td>)</td> |
| <td></td> |
| </tr> |
| </table> |
| </td> |
| <td class="mlabels-right"> |
| <span class="mlabels"><span class="mlabel">inline</span><span class="mlabel">explicit</span></span> </td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>Construct a lower-upper bounded RELU activation object. </p> |
| <dl class="params"><dt>Parameters</dt><dd> |
| <table class="params"> |
| <tr><td class="paramdir">[in]</td><td class="paramname">act_info</td><td>Activation layer information. </td></tr> |
| </table> |
| </dd> |
| </dl> |
| |
| <p class="definition">Definition at line <a class="el" href="_n_e_activation_function_detail_8h_source.xhtml#l00225">225</a> of file <a class="el" href="_n_e_activation_function_detail_8h_source.xhtml">NEActivationFunctionDetail.h</a>.</p> |
| <div class="fragment"><div class="line"><a name="l00226"></a><span class="lineno"> 226</span>  : <a class="code" href="structarm__compute_1_1detail_1_1lubrelu.xhtml#abd5aa7b37cf4c0a02b4bf2d4692d3750">valpha</a>(<a class="code" href="namespacearm__compute_1_1wrapper.xhtml#a39e87435be178fba49b76f49426ef873">wrapper::vdup_n</a>(static_cast<T>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a1f8aca235c095df227e7444f6b237eb1">act_info</a>.a()), <a class="code" href="structarm__compute_1_1detail_1_1lubrelu.xhtml#a2eb8ae9edbcaa2ffa10e954e92d298d1">ExactTagType</a>{})),</div><div class="line"><a name="l00227"></a><span class="lineno"> 227</span>  <a class="code" href="structarm__compute_1_1detail_1_1lubrelu.xhtml#a7bf6867cd97f3be4a120c87d1ede868b">vbeta</a>(<a class="code" href="namespacearm__compute_1_1wrapper.xhtml#a39e87435be178fba49b76f49426ef873">wrapper::vdup_n</a>(static_cast<T>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a1f8aca235c095df227e7444f6b237eb1">act_info</a>.b()), <a class="code" href="structarm__compute_1_1detail_1_1lubrelu.xhtml#a2eb8ae9edbcaa2ffa10e954e92d298d1">ExactTagType</a>{}))</div><div class="line"><a name="l00228"></a><span class="lineno"> 228</span>  {</div><div class="line"><a name="l00229"></a><span class="lineno"> 229</span>  }</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a1f8aca235c095df227e7444f6b237eb1"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a1f8aca235c095df227e7444f6b237eb1">arm_compute::test::validation::act_info</a></div><div class="ttdeci">act_info</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_convolution_layer_8cpp_source.xhtml#l00175">ConvolutionLayer.cpp:175</a></div></div> |
| <div class="ttc" id="structarm__compute_1_1detail_1_1lubrelu_xhtml_abd5aa7b37cf4c0a02b4bf2d4692d3750"><div class="ttname"><a href="structarm__compute_1_1detail_1_1lubrelu.xhtml#abd5aa7b37cf4c0a02b4bf2d4692d3750">arm_compute::detail::lubrelu::valpha</a></div><div class="ttdeci">const ExactType valpha</div><div class="ttdoc">Vector of alphas.</div><div class="ttdef"><b>Definition:</b> <a href="_n_e_activation_function_detail_8h_source.xhtml#l00241">NEActivationFunctionDetail.h:241</a></div></div> |
| <div class="ttc" id="structarm__compute_1_1detail_1_1lubrelu_xhtml_a2eb8ae9edbcaa2ffa10e954e92d298d1"><div class="ttname"><a href="structarm__compute_1_1detail_1_1lubrelu.xhtml#a2eb8ae9edbcaa2ffa10e954e92d298d1">arm_compute::detail::lubrelu::ExactTagType</a></div><div class="ttdeci">typename wrapper::traits::neon_vector< T, S >::tag_type ExactTagType</div><div class="ttdoc">NEON vector tag type.</div><div class="ttdef"><b>Definition:</b> <a href="_n_e_activation_function_detail_8h_source.xhtml#l00219">NEActivationFunctionDetail.h:219</a></div></div> |
| <div class="ttc" id="structarm__compute_1_1detail_1_1lubrelu_xhtml_a7bf6867cd97f3be4a120c87d1ede868b"><div class="ttname"><a href="structarm__compute_1_1detail_1_1lubrelu.xhtml#a7bf6867cd97f3be4a120c87d1ede868b">arm_compute::detail::lubrelu::vbeta</a></div><div class="ttdeci">const ExactType vbeta</div><div class="ttdoc">Vector of betas.</div><div class="ttdef"><b>Definition:</b> <a href="_n_e_activation_function_detail_8h_source.xhtml#l00243">NEActivationFunctionDetail.h:243</a></div></div> |
| <div class="ttc" id="namespacearm__compute_1_1wrapper_xhtml_a39e87435be178fba49b76f49426ef873"><div class="ttname"><a href="namespacearm__compute_1_1wrapper.xhtml#a39e87435be178fba49b76f49426ef873">arm_compute::wrapper::vdup_n</a></div><div class="ttdeci">uint8x8_t vdup_n(uint8_t value, traits::vector_64_tag)</div><div class="ttdef"><b>Definition:</b> <a href="dup__n_8h_source.xhtml#l00041">dup_n.h:41</a></div></div> |
| </div><!-- fragment --> |
| </div> |
| </div> |
| <h2 class="groupheader">Member Function Documentation</h2> |
| <a id="a866d1f31a29495f573ed758878f9028a"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a866d1f31a29495f573ed758878f9028a">◆ </a></span>operator()()</h2> |
| |
| <div class="memitem"> |
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| <tr> |
| <td class="mlabels-left"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">void operator() </td> |
| <td>(</td> |
| <td class="paramtype"><a class="el" href="structarm__compute_1_1detail_1_1lubrelu.xhtml#a0492e57b9f86c67a4aa57998e260720f">ExactType</a> & </td> |
| <td class="paramname"><em>vval</em></td><td>)</td> |
| <td></td> |
| </tr> |
| </table> |
| </td> |
| <td class="mlabels-right"> |
| <span class="mlabels"><span class="mlabel">inline</span></span> </td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>Run activation function. </p> |
| <dl class="params"><dt>Parameters</dt><dd> |
| <table class="params"> |
| <tr><td class="paramdir">[in]</td><td class="paramname">vval</td><td><a class="el" href="struct_vector.xhtml" title="Structure to hold Vector information.">Vector</a> of values. </td></tr> |
| </table> |
| </dd> |
| </dl> |
| |
| <p class="definition">Definition at line <a class="el" href="_n_e_activation_function_detail_8h_source.xhtml#l00235">235</a> of file <a class="el" href="_n_e_activation_function_detail_8h_source.xhtml">NEActivationFunctionDetail.h</a>.</p> |
| <div class="fragment"><div class="line"><a name="l00236"></a><span class="lineno"> 236</span>  {</div><div class="line"><a name="l00237"></a><span class="lineno"> 237</span>  vval = <a class="code" href="namespacearm__compute_1_1wrapper.xhtml#ab026a1aeec48074092f548c130c323f4">wrapper::vmin</a>(<a class="code" href="structarm__compute_1_1detail_1_1lubrelu.xhtml#abd5aa7b37cf4c0a02b4bf2d4692d3750">valpha</a>, <a class="code" href="namespacearm__compute_1_1wrapper.xhtml#a8d1d14000c959f1146a8a64e1dafae5f">wrapper::vmax</a>(<a class="code" href="structarm__compute_1_1detail_1_1lubrelu.xhtml#a7bf6867cd97f3be4a120c87d1ede868b">vbeta</a>, vval));</div><div class="line"><a name="l00238"></a><span class="lineno"> 238</span>  }</div><div class="ttc" id="structarm__compute_1_1detail_1_1lubrelu_xhtml_abd5aa7b37cf4c0a02b4bf2d4692d3750"><div class="ttname"><a href="structarm__compute_1_1detail_1_1lubrelu.xhtml#abd5aa7b37cf4c0a02b4bf2d4692d3750">arm_compute::detail::lubrelu::valpha</a></div><div class="ttdeci">const ExactType valpha</div><div class="ttdoc">Vector of alphas.</div><div class="ttdef"><b>Definition:</b> <a href="_n_e_activation_function_detail_8h_source.xhtml#l00241">NEActivationFunctionDetail.h:241</a></div></div> |
| <div class="ttc" id="namespacearm__compute_1_1wrapper_xhtml_ab026a1aeec48074092f548c130c323f4"><div class="ttname"><a href="namespacearm__compute_1_1wrapper.xhtml#ab026a1aeec48074092f548c130c323f4">arm_compute::wrapper::vmin</a></div><div class="ttdeci">uint8x8_t vmin(const uint8x8_t &a, const uint8x8_t &b)</div><div class="ttdef"><b>Definition:</b> <a href="min_8h_source.xhtml#l00039">min.h:39</a></div></div> |
| <div class="ttc" id="structarm__compute_1_1detail_1_1lubrelu_xhtml_a7bf6867cd97f3be4a120c87d1ede868b"><div class="ttname"><a href="structarm__compute_1_1detail_1_1lubrelu.xhtml#a7bf6867cd97f3be4a120c87d1ede868b">arm_compute::detail::lubrelu::vbeta</a></div><div class="ttdeci">const ExactType vbeta</div><div class="ttdoc">Vector of betas.</div><div class="ttdef"><b>Definition:</b> <a href="_n_e_activation_function_detail_8h_source.xhtml#l00243">NEActivationFunctionDetail.h:243</a></div></div> |
| <div class="ttc" id="namespacearm__compute_1_1wrapper_xhtml_a8d1d14000c959f1146a8a64e1dafae5f"><div class="ttname"><a href="namespacearm__compute_1_1wrapper.xhtml#a8d1d14000c959f1146a8a64e1dafae5f">arm_compute::wrapper::vmax</a></div><div class="ttdeci">uint8x8_t vmax(const uint8x8_t &a, const uint8x8_t &b)</div><div class="ttdef"><b>Definition:</b> <a href="max_8h_source.xhtml#l00039">max.h:39</a></div></div> |
| </div><!-- fragment --> |
| <p class="reference">References <a class="el" href="_n_e_activation_function_detail_8h_source.xhtml#l00241">lubrelu< T, S >::valpha</a>, <a class="el" href="_n_e_activation_function_detail_8h_source.xhtml#l00243">lubrelu< T, S >::vbeta</a>, <a class="el" href="max_8h_source.xhtml#l00039">arm_compute::wrapper::vmax()</a>, and <a class="el" href="min_8h_source.xhtml#l00039">arm_compute::wrapper::vmin()</a>.</p> |
| |
| </div> |
| </div> |
| <h2 class="groupheader">Field Documentation</h2> |
| <a id="abd5aa7b37cf4c0a02b4bf2d4692d3750"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#abd5aa7b37cf4c0a02b4bf2d4692d3750">◆ </a></span>valpha</h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">const <a class="el" href="structarm__compute_1_1detail_1_1lubrelu.xhtml#a0492e57b9f86c67a4aa57998e260720f">ExactType</a> valpha</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p><a class="el" href="struct_vector.xhtml" title="Structure to hold Vector information.">Vector</a> of alphas. </p> |
| |
| <p class="definition">Definition at line <a class="el" href="_n_e_activation_function_detail_8h_source.xhtml#l00241">241</a> of file <a class="el" href="_n_e_activation_function_detail_8h_source.xhtml">NEActivationFunctionDetail.h</a>.</p> |
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| <p class="reference">Referenced by <a class="el" href="_n_e_activation_function_detail_8h_source.xhtml#l00235">lubrelu< T, S >::operator()()</a>.</p> |
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| </div> |
| </div> |
| <a id="a7bf6867cd97f3be4a120c87d1ede868b"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a7bf6867cd97f3be4a120c87d1ede868b">◆ </a></span>vbeta</h2> |
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| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
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| <td class="memname">const <a class="el" href="structarm__compute_1_1detail_1_1lubrelu.xhtml#a0492e57b9f86c67a4aa57998e260720f">ExactType</a> vbeta</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p><a class="el" href="struct_vector.xhtml" title="Structure to hold Vector information.">Vector</a> of betas. </p> |
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| <p class="definition">Definition at line <a class="el" href="_n_e_activation_function_detail_8h_source.xhtml#l00243">243</a> of file <a class="el" href="_n_e_activation_function_detail_8h_source.xhtml">NEActivationFunctionDetail.h</a>.</p> |
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| <p class="reference">Referenced by <a class="el" href="_n_e_activation_function_detail_8h_source.xhtml#l00235">lubrelu< T, S >::operator()()</a>.</p> |
| |
| </div> |
| </div> |
| <hr/>The documentation for this struct was generated from the following file:<ul> |
| <li>arm_compute/core/NEON/kernels/detail/<a class="el" href="_n_e_activation_function_detail_8h_source.xhtml">NEActivationFunctionDetail.h</a></li> |
| </ul> |
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