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<a href="#pub-methods">Public Member Functions</a> &#124;
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<div class="title">ActivationDescriptor Struct Reference</div> </div>
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<p>An <a class="el" href="structarmnn_1_1_activation_descriptor.xhtml" title="An ActivationDescriptor for the ActivationLayer. ">ActivationDescriptor</a> for the <a class="el" href="classarmnn_1_1_activation_layer.xhtml" title="This layer represents an activation operation with the specified activation function. ">ActivationLayer</a>.
<a href="structarmnn_1_1_activation_descriptor.xhtml#details">More...</a></p>
<p><code>#include &lt;<a class="el" href="_descriptors_8hpp_source.xhtml">Descriptors.hpp</a>&gt;</code></p>
<table class="memberdecls">
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Public Member Functions</h2></td></tr>
<tr class="memitem:a6c7517bc11f580a0a443940bc5f81775"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_activation_descriptor.xhtml#a6c7517bc11f580a0a443940bc5f81775">ActivationDescriptor</a> ()</td></tr>
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<tr class="memitem:a57980de0f72e982a3d0963f5fb557454"><td class="memItemLeft" align="right" valign="top">bool&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_activation_descriptor.xhtml#a57980de0f72e982a3d0963f5fb557454">operator==</a> (const <a class="el" href="structarmnn_1_1_activation_descriptor.xhtml">ActivationDescriptor</a> &amp;rhs) const</td></tr>
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Public Attributes</h2></td></tr>
<tr class="memitem:af10fa7883e3579950f477bee92a64844"><td class="memItemLeft" align="right" valign="top"><a class="el" href="namespacearmnn.xhtml#a56297e0f7b215eea46c818cb7528d9ea">ActivationFunction</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_activation_descriptor.xhtml#af10fa7883e3579950f477bee92a64844">m_Function</a></td></tr>
<tr class="memdesc:af10fa7883e3579950f477bee92a64844"><td class="mdescLeft">&#160;</td><td class="mdescRight">The activation function to use (Sigmoid, TanH, Linear, ReLu, BoundedReLu, SoftReLu, LeakyReLu, Abs, Sqrt, Square). <a href="#af10fa7883e3579950f477bee92a64844">More...</a><br /></td></tr>
<tr class="separator:af10fa7883e3579950f477bee92a64844"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a017b2990003a014234f13e999dc7c689"><td class="memItemLeft" align="right" valign="top">float&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_activation_descriptor.xhtml#a017b2990003a014234f13e999dc7c689">m_A</a></td></tr>
<tr class="memdesc:a017b2990003a014234f13e999dc7c689"><td class="mdescLeft">&#160;</td><td class="mdescRight">Alpha upper bound value used by the activation functions. (BoundedReLu, Linear, TanH). <a href="#a017b2990003a014234f13e999dc7c689">More...</a><br /></td></tr>
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<tr class="memitem:a28c4c9cb15f6be3499abbc46b356060b"><td class="memItemLeft" align="right" valign="top">float&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_activation_descriptor.xhtml#a28c4c9cb15f6be3499abbc46b356060b">m_B</a></td></tr>
<tr class="memdesc:a28c4c9cb15f6be3499abbc46b356060b"><td class="mdescLeft">&#160;</td><td class="mdescRight">Beta lower bound value used by the activation functions. (BoundedReLu, Linear, TanH). <a href="#a28c4c9cb15f6be3499abbc46b356060b">More...</a><br /></td></tr>
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<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
<div class="textblock"><p>An <a class="el" href="structarmnn_1_1_activation_descriptor.xhtml" title="An ActivationDescriptor for the ActivationLayer. ">ActivationDescriptor</a> for the <a class="el" href="classarmnn_1_1_activation_layer.xhtml" title="This layer represents an activation operation with the specified activation function. ">ActivationLayer</a>. </p>
<p class="definition">Definition at line <a class="el" href="_descriptors_8hpp_source.xhtml#l00020">20</a> of file <a class="el" href="_descriptors_8hpp_source.xhtml">Descriptors.hpp</a>.</p>
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<h2 class="memtitle"><span class="permalink"><a href="#a6c7517bc11f580a0a443940bc5f81775">&#9670;&nbsp;</a></span>ActivationDescriptor()</h2>
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<td class="memname"><a class="el" href="structarmnn_1_1_activation_descriptor.xhtml">ActivationDescriptor</a> </td>
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<p class="definition">Definition at line <a class="el" href="_descriptors_8hpp_source.xhtml#l00022">22</a> of file <a class="el" href="_descriptors_8hpp_source.xhtml">Descriptors.hpp</a>.</p>
<div class="fragment"><div class="line"><a name="l00023"></a><span class="lineno"> 23</span>&#160; : <a class="code" href="structarmnn_1_1_activation_descriptor.xhtml#af10fa7883e3579950f477bee92a64844">m_Function</a>(<a class="code" href="namespacearmnn.xhtml#a56297e0f7b215eea46c818cb7528d9eaa21eebb164e4b8b9bcf64fdb4d8d5dff4">ActivationFunction::Sigmoid</a>)</div><div class="line"><a name="l00024"></a><span class="lineno"> 24</span>&#160; , <a class="code" href="structarmnn_1_1_activation_descriptor.xhtml#a017b2990003a014234f13e999dc7c689">m_A</a>(0)</div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span>&#160; , <a class="code" href="structarmnn_1_1_activation_descriptor.xhtml#a28c4c9cb15f6be3499abbc46b356060b">m_B</a>(0)</div><div class="line"><a name="l00026"></a><span class="lineno"> 26</span>&#160; {}</div><div class="ttc" id="namespacearmnn_xhtml_a56297e0f7b215eea46c818cb7528d9eaa21eebb164e4b8b9bcf64fdb4d8d5dff4"><div class="ttname"><a href="namespacearmnn.xhtml#a56297e0f7b215eea46c818cb7528d9eaa21eebb164e4b8b9bcf64fdb4d8d5dff4">armnn::ActivationFunction::Sigmoid</a></div></div>
<div class="ttc" id="structarmnn_1_1_activation_descriptor_xhtml_a017b2990003a014234f13e999dc7c689"><div class="ttname"><a href="structarmnn_1_1_activation_descriptor.xhtml#a017b2990003a014234f13e999dc7c689">armnn::ActivationDescriptor::m_A</a></div><div class="ttdeci">float m_A</div><div class="ttdoc">Alpha upper bound value used by the activation functions. (BoundedReLu, Linear, TanH). </div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.xhtml#l00037">Descriptors.hpp:37</a></div></div>
<div class="ttc" id="structarmnn_1_1_activation_descriptor_xhtml_a28c4c9cb15f6be3499abbc46b356060b"><div class="ttname"><a href="structarmnn_1_1_activation_descriptor.xhtml#a28c4c9cb15f6be3499abbc46b356060b">armnn::ActivationDescriptor::m_B</a></div><div class="ttdeci">float m_B</div><div class="ttdoc">Beta lower bound value used by the activation functions. (BoundedReLu, Linear, TanH). </div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.xhtml#l00039">Descriptors.hpp:39</a></div></div>
<div class="ttc" id="structarmnn_1_1_activation_descriptor_xhtml_af10fa7883e3579950f477bee92a64844"><div class="ttname"><a href="structarmnn_1_1_activation_descriptor.xhtml#af10fa7883e3579950f477bee92a64844">armnn::ActivationDescriptor::m_Function</a></div><div class="ttdeci">ActivationFunction m_Function</div><div class="ttdoc">The activation function to use (Sigmoid, TanH, Linear, ReLu, BoundedReLu, SoftReLu, LeakyReLu, Abs, Sqrt, Square). </div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.xhtml#l00035">Descriptors.hpp:35</a></div></div>
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<h2 class="groupheader">Member Function Documentation</h2>
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<h2 class="memtitle"><span class="permalink"><a href="#a57980de0f72e982a3d0963f5fb557454">&#9670;&nbsp;</a></span>operator==()</h2>
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<td class="memname">bool operator== </td>
<td>(</td>
<td class="paramtype">const <a class="el" href="structarmnn_1_1_activation_descriptor.xhtml">ActivationDescriptor</a> &amp;&#160;</td>
<td class="paramname"><em>rhs</em></td><td>)</td>
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<p class="definition">Definition at line <a class="el" href="_descriptors_8hpp_source.xhtml#l00028">28</a> of file <a class="el" href="_descriptors_8hpp_source.xhtml">Descriptors.hpp</a>.</p>
<p class="reference">References <a class="el" href="_descriptors_8hpp_source.xhtml#l00037">ActivationDescriptor::m_A</a>, <a class="el" href="_descriptors_8hpp_source.xhtml#l00039">ActivationDescriptor::m_B</a>, and <a class="el" href="_descriptors_8hpp_source.xhtml#l00035">ActivationDescriptor::m_Function</a>.</p>
<div class="fragment"><div class="line"><a name="l00029"></a><span class="lineno"> 29</span>&#160; {</div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span>&#160; <span class="keywordflow">return</span> <a class="code" href="structarmnn_1_1_activation_descriptor.xhtml#af10fa7883e3579950f477bee92a64844">m_Function</a> == rhs.m_Function &amp;&amp; <a class="code" href="structarmnn_1_1_activation_descriptor.xhtml#a017b2990003a014234f13e999dc7c689">m_A</a> == rhs.m_B &amp;&amp; <a class="code" href="structarmnn_1_1_activation_descriptor.xhtml#a28c4c9cb15f6be3499abbc46b356060b">m_B</a> == rhs.m_B;</div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span>&#160; }</div><div class="ttc" id="structarmnn_1_1_activation_descriptor_xhtml_a017b2990003a014234f13e999dc7c689"><div class="ttname"><a href="structarmnn_1_1_activation_descriptor.xhtml#a017b2990003a014234f13e999dc7c689">armnn::ActivationDescriptor::m_A</a></div><div class="ttdeci">float m_A</div><div class="ttdoc">Alpha upper bound value used by the activation functions. (BoundedReLu, Linear, TanH). </div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.xhtml#l00037">Descriptors.hpp:37</a></div></div>
<div class="ttc" id="structarmnn_1_1_activation_descriptor_xhtml_a28c4c9cb15f6be3499abbc46b356060b"><div class="ttname"><a href="structarmnn_1_1_activation_descriptor.xhtml#a28c4c9cb15f6be3499abbc46b356060b">armnn::ActivationDescriptor::m_B</a></div><div class="ttdeci">float m_B</div><div class="ttdoc">Beta lower bound value used by the activation functions. (BoundedReLu, Linear, TanH). </div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.xhtml#l00039">Descriptors.hpp:39</a></div></div>
<div class="ttc" id="structarmnn_1_1_activation_descriptor_xhtml_af10fa7883e3579950f477bee92a64844"><div class="ttname"><a href="structarmnn_1_1_activation_descriptor.xhtml#af10fa7883e3579950f477bee92a64844">armnn::ActivationDescriptor::m_Function</a></div><div class="ttdeci">ActivationFunction m_Function</div><div class="ttdoc">The activation function to use (Sigmoid, TanH, Linear, ReLu, BoundedReLu, SoftReLu, LeakyReLu, Abs, Sqrt, Square). </div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.xhtml#l00035">Descriptors.hpp:35</a></div></div>
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<h2 class="memtitle"><span class="permalink"><a href="#a017b2990003a014234f13e999dc7c689">&#9670;&nbsp;</a></span>m_A</h2>
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<p>Alpha upper bound value used by the activation functions. (BoundedReLu, Linear, TanH). </p>
<p class="definition">Definition at line <a class="el" href="_descriptors_8hpp_source.xhtml#l00037">37</a> of file <a class="el" href="_descriptors_8hpp_source.xhtml">Descriptors.hpp</a>.</p>
<p class="reference">Referenced by <a class="el" href="_activation_serialization_tests_8cpp_source.xhtml#l00032">BOOST_AUTO_TEST_CASE()</a>, <a class="el" href="_quantizer_test_8cpp_source.xhtml#l00406">armnn::BOOST_AUTO_TEST_CASE()</a>, <a class="el" href="_activation_test_impl_8cpp_source.xhtml#l00023">BoundedReLuTestCommon()</a>, <a class="el" href="_activation_test_impl_8cpp_source.xhtml#l01142">CompareActivationTestImpl()</a>, <a class="el" href="_activation_test_impl_8cpp_source.xhtml#l00284">CompareBoundedReLuTest()</a>, <a class="el" href="_activation_test_impl_8cpp_source.xhtml#l00307">ConstantLinearActivationTestCommon()</a>, <a class="el" href="_arm_compute_utils_8hpp_source.xhtml#l00074">armnn::ConvertActivationDescriptorToAclActivationLayerInfo()</a>, <a class="el" href="_quantizer_test_8cpp_source.xhtml#l01583">armnn::CreateStartOfLeakyReluNetwork()</a>, <a class="el" href="_ref_activation_workload_8cpp_source.xhtml#l00018">RefActivationWorkload::Execute()</a>, <a class="el" href="_deserializer_8cpp_source.xhtml#l00764">Deserializer::GetNetworkOutputBindingInfo()</a>, <a class="el" href="_descriptors_8hpp_source.xhtml#l00028">ActivationDescriptor::operator==()</a>, <a class="el" href="_tf_parser_8cpp_source.xhtml#l01468">armnnTfParser::OutputShapeOfExpandDims()</a>, <a class="el" href="_tf_lite_parser_8cpp_source.xhtml#l01898">TfLiteParser::OutputShapeOfReshape()</a>, <a class="el" href="_tf_lite_parser_8cpp_source.xhtml#l01463">TfLiteParser::OutputShapeOfSqueeze()</a>, <a class="el" href="_tf_parser_8cpp_source.xhtml#l02463">armnnTfParser::OutputShapeOfSqueeze()</a>, <a class="el" href="_caffe_parser_8cpp_source.xhtml#l01001">CaffeParserBase::ParseReluLayer()</a>, <a class="el" href="_serialize_layer_parameters_8cpp_source.xhtml#l00042">StringifyLayerParameters&lt; ActivationDescriptor &gt;::Serialize()</a>, <a class="el" href="_activation_test_impl_8cpp_source.xhtml#l00392">SimpleActivationTest()</a>, <a class="el" href="_dynamic_quantization_visitor_8cpp_source.xhtml#l00139">DynamicQuantizationVisitor::VisitActivationLayer()</a>, <a class="el" href="_static_range_visitor_8cpp_source.xhtml#l00081">StaticRangeVisitor::VisitActivationLayer()</a>, and <a class="el" href="_serializer_8cpp_source.xhtml#l00139">SerializerVisitor::VisitActivationLayer()</a>.</p>
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<p>Beta lower bound value used by the activation functions. (BoundedReLu, Linear, TanH). </p>
<p class="definition">Definition at line <a class="el" href="_descriptors_8hpp_source.xhtml#l00039">39</a> of file <a class="el" href="_descriptors_8hpp_source.xhtml">Descriptors.hpp</a>.</p>
<p class="reference">Referenced by <a class="el" href="_activation_serialization_tests_8cpp_source.xhtml#l00032">BOOST_AUTO_TEST_CASE()</a>, <a class="el" href="_quantizer_test_8cpp_source.xhtml#l00406">armnn::BOOST_AUTO_TEST_CASE()</a>, <a class="el" href="_activation_test_impl_8cpp_source.xhtml#l00023">BoundedReLuTestCommon()</a>, <a class="el" href="_activation_test_impl_8cpp_source.xhtml#l01142">CompareActivationTestImpl()</a>, <a class="el" href="_activation_test_impl_8cpp_source.xhtml#l00284">CompareBoundedReLuTest()</a>, <a class="el" href="_activation_test_impl_8cpp_source.xhtml#l00307">ConstantLinearActivationTestCommon()</a>, <a class="el" href="_arm_compute_utils_8hpp_source.xhtml#l00074">armnn::ConvertActivationDescriptorToAclActivationLayerInfo()</a>, <a class="el" href="_quantizer_test_8cpp_source.xhtml#l01583">armnn::CreateStartOfLeakyReluNetwork()</a>, <a class="el" href="_ref_activation_workload_8cpp_source.xhtml#l00018">RefActivationWorkload::Execute()</a>, <a class="el" href="_deserializer_8cpp_source.xhtml#l00764">Deserializer::GetNetworkOutputBindingInfo()</a>, <a class="el" href="_descriptors_8hpp_source.xhtml#l00028">ActivationDescriptor::operator==()</a>, <a class="el" href="_tf_lite_parser_8cpp_source.xhtml#l01898">TfLiteParser::OutputShapeOfReshape()</a>, <a class="el" href="_tf_lite_parser_8cpp_source.xhtml#l01463">TfLiteParser::OutputShapeOfSqueeze()</a>, <a class="el" href="_tf_parser_8cpp_source.xhtml#l02463">armnnTfParser::OutputShapeOfSqueeze()</a>, <a class="el" href="_serialize_layer_parameters_8cpp_source.xhtml#l00042">StringifyLayerParameters&lt; ActivationDescriptor &gt;::Serialize()</a>, <a class="el" href="_activation_test_impl_8cpp_source.xhtml#l00392">SimpleActivationTest()</a>, and <a class="el" href="_serializer_8cpp_source.xhtml#l00139">SerializerVisitor::VisitActivationLayer()</a>.</p>
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<p>The activation function to use (Sigmoid, TanH, Linear, ReLu, BoundedReLu, SoftReLu, LeakyReLu, Abs, Sqrt, Square). </p>
<p class="definition">Definition at line <a class="el" href="_descriptors_8hpp_source.xhtml#l00035">35</a> of file <a class="el" href="_descriptors_8hpp_source.xhtml">Descriptors.hpp</a>.</p>
<p class="reference">Referenced by <a class="el" href="_quantizer_test_8cpp_source.xhtml#l00406">armnn::BOOST_AUTO_TEST_CASE()</a>, <a class="el" href="_optimizer_tests_8cpp_source.xhtml#l00685">BOOST_AUTO_TEST_CASE()</a>, <a class="el" href="_activation_test_impl_8cpp_source.xhtml#l00023">BoundedReLuTestCommon()</a>, <a class="el" href="_activation_test_impl_8cpp_source.xhtml#l01142">CompareActivationTestImpl()</a>, <a class="el" href="_activation_test_impl_8cpp_source.xhtml#l00284">CompareBoundedReLuTest()</a>, <a class="el" href="_activation_test_impl_8cpp_source.xhtml#l00307">ConstantLinearActivationTestCommon()</a>, <a class="el" href="_arm_compute_utils_8hpp_source.xhtml#l00074">armnn::ConvertActivationDescriptorToAclActivationLayerInfo()</a>, <a class="el" href="_onnx_parser_8cpp_source.xhtml#l00584">OnnxParser::CreateNetworkFromString()</a>, <a class="el" href="_quantizer_test_8cpp_source.xhtml#l01583">armnn::CreateStartOfLeakyReluNetwork()</a>, <a class="el" href="_ref_activation_workload_8cpp_source.xhtml#l00018">RefActivationWorkload::Execute()</a>, <a class="el" href="_deserializer_8cpp_source.xhtml#l00764">Deserializer::GetNetworkOutputBindingInfo()</a>, <a class="el" href="_ref_layer_support_8cpp_source.xhtml#l00073">RefLayerSupport::IsActivationSupported()</a>, <a class="el" href="_descriptors_8hpp_source.xhtml#l00028">ActivationDescriptor::operator==()</a>, <a class="el" href="_descriptors_8hpp_source.xhtml#l00050">ArgMinMaxDescriptor::operator==()</a>, <a class="el" href="_tf_parser_8cpp_source.xhtml#l01468">armnnTfParser::OutputShapeOfExpandDims()</a>, <a class="el" href="_tf_lite_parser_8cpp_source.xhtml#l01898">TfLiteParser::OutputShapeOfReshape()</a>, <a class="el" href="_tf_lite_parser_8cpp_source.xhtml#l01463">TfLiteParser::OutputShapeOfSqueeze()</a>, <a class="el" href="_tf_parser_8cpp_source.xhtml#l02463">armnnTfParser::OutputShapeOfSqueeze()</a>, <a class="el" href="_caffe_parser_8cpp_source.xhtml#l01001">CaffeParserBase::ParseReluLayer()</a>, <a class="el" href="_serialize_layer_parameters_8cpp_source.xhtml#l00042">StringifyLayerParameters&lt; ActivationDescriptor &gt;::Serialize()</a>, <a class="el" href="_activation_test_impl_8cpp_source.xhtml#l00392">SimpleActivationTest()</a>, <a class="el" href="_activation_test_impl_8cpp_source.xhtml#l00792">SqrtNNTest()</a>, <a class="el" href="_dynamic_quantization_visitor_8cpp_source.xhtml#l00139">DynamicQuantizationVisitor::VisitActivationLayer()</a>, <a class="el" href="_static_range_visitor_8cpp_source.xhtml#l00081">StaticRangeVisitor::VisitActivationLayer()</a>, and <a class="el" href="_serializer_8cpp_source.xhtml#l00139">SerializerVisitor::VisitActivationLayer()</a>.</p>
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<hr/>The documentation for this struct was generated from the following file:<ul>
<li>include/armnn/<a class="el" href="_descriptors_8hpp_source.xhtml">Descriptors.hpp</a></li>
</ul>
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