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| <p>An <a class="el" href="structarmnn_1_1_instance_normalization_descriptor.html" title="An InstanceNormalizationDescriptor for InstanceNormalizationLayer. ">InstanceNormalizationDescriptor</a> for <a class="el" href="classarmnn_1_1_instance_normalization_layer.html" title="This layer represents an instance normalization operation. ">InstanceNormalizationLayer</a>. |
| <a href="structarmnn_1_1_instance_normalization_descriptor.html#details">More...</a></p> |
| |
| <p><code>#include <<a class="el" href="_descriptors_8hpp_source.html">Descriptors.hpp</a>></code></p> |
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| Public Member Functions</h2></td></tr> |
| <tr class="memitem:a36f0ec397ba668e40fbb48a806691feb"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_instance_normalization_descriptor.html#a36f0ec397ba668e40fbb48a806691feb">InstanceNormalizationDescriptor</a> ()</td></tr> |
| <tr class="separator:a36f0ec397ba668e40fbb48a806691feb"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a4218cb8f0071de0300393c78e3900b80"><td class="memItemLeft" align="right" valign="top">bool </td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_instance_normalization_descriptor.html#a4218cb8f0071de0300393c78e3900b80">operator==</a> (const <a class="el" href="structarmnn_1_1_instance_normalization_descriptor.html">InstanceNormalizationDescriptor</a> &rhs) const</td></tr> |
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| Public Attributes</h2></td></tr> |
| <tr class="memitem:a5e078fd505aef7bccaa05c8058e096cc"><td class="memItemLeft" align="right" valign="top">float </td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_instance_normalization_descriptor.html#a5e078fd505aef7bccaa05c8058e096cc">m_Gamma</a></td></tr> |
| <tr class="memdesc:a5e078fd505aef7bccaa05c8058e096cc"><td class="mdescLeft"> </td><td class="mdescRight">Gamma, the scale scalar value applied for the normalized tensor. Defaults to 1.0. <a href="#a5e078fd505aef7bccaa05c8058e096cc">More...</a><br /></td></tr> |
| <tr class="separator:a5e078fd505aef7bccaa05c8058e096cc"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a8275d51ef9a584feb95726ea0522f6e5"><td class="memItemLeft" align="right" valign="top">float </td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_instance_normalization_descriptor.html#a8275d51ef9a584feb95726ea0522f6e5">m_Beta</a></td></tr> |
| <tr class="memdesc:a8275d51ef9a584feb95726ea0522f6e5"><td class="mdescLeft"> </td><td class="mdescRight">Beta, the offset scalar value applied for the normalized tensor. Defaults to 1.0. <a href="#a8275d51ef9a584feb95726ea0522f6e5">More...</a><br /></td></tr> |
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| <tr class="memitem:a11c821c7524251004a72ed13c510853c"><td class="memItemLeft" align="right" valign="top">float </td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_instance_normalization_descriptor.html#a11c821c7524251004a72ed13c510853c">m_Eps</a></td></tr> |
| <tr class="memdesc:a11c821c7524251004a72ed13c510853c"><td class="mdescLeft"> </td><td class="mdescRight">Epsilon, small scalar value added to variance to avoid dividing by zero. Defaults to 1e-12f. <a href="#a11c821c7524251004a72ed13c510853c">More...</a><br /></td></tr> |
| <tr class="separator:a11c821c7524251004a72ed13c510853c"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a6089e1ca91914015777ea780a513131a"><td class="memItemLeft" align="right" valign="top"><a class="el" href="namespacearmnn.html#ad1d5cce2d9e9a5d61c243e5c989112e0">DataLayout</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_instance_normalization_descriptor.html#a6089e1ca91914015777ea780a513131a">m_DataLayout</a></td></tr> |
| <tr class="memdesc:a6089e1ca91914015777ea780a513131a"><td class="mdescLeft"> </td><td class="mdescRight">The data layout to be used (NCHW, NHWC). <a href="#a6089e1ca91914015777ea780a513131a">More...</a><br /></td></tr> |
| <tr class="separator:a6089e1ca91914015777ea780a513131a"><td class="memSeparator" colspan="2"> </td></tr> |
| </table> |
| <a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2> |
| <div class="textblock"><p>An <a class="el" href="structarmnn_1_1_instance_normalization_descriptor.html" title="An InstanceNormalizationDescriptor for InstanceNormalizationLayer. ">InstanceNormalizationDescriptor</a> for <a class="el" href="classarmnn_1_1_instance_normalization_layer.html" title="This layer represents an instance normalization operation. ">InstanceNormalizationLayer</a>. </p> |
| |
| <p class="definition">Definition at line <a class="el" href="_descriptors_8hpp_source.html#l00629">629</a> of file <a class="el" href="_descriptors_8hpp_source.html">Descriptors.hpp</a>.</p> |
| </div><h2 class="groupheader">Constructor & Destructor Documentation</h2> |
| <a id="a36f0ec397ba668e40fbb48a806691feb"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a36f0ec397ba668e40fbb48a806691feb">◆ </a></span>InstanceNormalizationDescriptor()</h2> |
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| <td class="memname"><a class="el" href="structarmnn_1_1_instance_normalization_descriptor.html">InstanceNormalizationDescriptor</a> </td> |
| <td>(</td> |
| <td class="paramname"></td><td>)</td> |
| <td></td> |
| </tr> |
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| </td> |
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| <span class="mlabels"><span class="mlabel">inline</span></span> </td> |
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| <p class="definition">Definition at line <a class="el" href="_descriptors_8hpp_source.html#l00631">631</a> of file <a class="el" href="_descriptors_8hpp_source.html">Descriptors.hpp</a>.</p> |
| <div class="fragment"><div class="line"><a name="l00632"></a><span class="lineno"> 632</span>  : <a class="code" href="structarmnn_1_1_instance_normalization_descriptor.html#a5e078fd505aef7bccaa05c8058e096cc">m_Gamma</a>(1.0f)</div><div class="line"><a name="l00633"></a><span class="lineno"> 633</span>  , <a class="code" href="structarmnn_1_1_instance_normalization_descriptor.html#a8275d51ef9a584feb95726ea0522f6e5">m_Beta</a>(0.0f)</div><div class="line"><a name="l00634"></a><span class="lineno"> 634</span>  , <a class="code" href="structarmnn_1_1_instance_normalization_descriptor.html#a11c821c7524251004a72ed13c510853c">m_Eps</a>(1e-12f)</div><div class="line"><a name="l00635"></a><span class="lineno"> 635</span>  , <a class="code" href="structarmnn_1_1_instance_normalization_descriptor.html#a6089e1ca91914015777ea780a513131a">m_DataLayout</a>(<a class="code" href="namespacearmnn.html#ad1d5cce2d9e9a5d61c243e5c989112e0a6b99f356fe3b30a2a850b5ea897c289f">DataLayout::NCHW</a>)</div><div class="line"><a name="l00636"></a><span class="lineno"> 636</span>  {}</div><div class="ttc" id="namespacearmnn_html_ad1d5cce2d9e9a5d61c243e5c989112e0a6b99f356fe3b30a2a850b5ea897c289f"><div class="ttname"><a href="namespacearmnn.html#ad1d5cce2d9e9a5d61c243e5c989112e0a6b99f356fe3b30a2a850b5ea897c289f">armnn::DataLayout::NCHW</a></div></div> |
| <div class="ttc" id="structarmnn_1_1_instance_normalization_descriptor_html_a5e078fd505aef7bccaa05c8058e096cc"><div class="ttname"><a href="structarmnn_1_1_instance_normalization_descriptor.html#a5e078fd505aef7bccaa05c8058e096cc">armnn::InstanceNormalizationDescriptor::m_Gamma</a></div><div class="ttdeci">float m_Gamma</div><div class="ttdoc">Gamma, the scale scalar value applied for the normalized tensor. Defaults to 1.0. ...</div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.html#l00647">Descriptors.hpp:647</a></div></div> |
| <div class="ttc" id="structarmnn_1_1_instance_normalization_descriptor_html_a8275d51ef9a584feb95726ea0522f6e5"><div class="ttname"><a href="structarmnn_1_1_instance_normalization_descriptor.html#a8275d51ef9a584feb95726ea0522f6e5">armnn::InstanceNormalizationDescriptor::m_Beta</a></div><div class="ttdeci">float m_Beta</div><div class="ttdoc">Beta, the offset scalar value applied for the normalized tensor. Defaults to 1.0. ...</div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.html#l00649">Descriptors.hpp:649</a></div></div> |
| <div class="ttc" id="structarmnn_1_1_instance_normalization_descriptor_html_a6089e1ca91914015777ea780a513131a"><div class="ttname"><a href="structarmnn_1_1_instance_normalization_descriptor.html#a6089e1ca91914015777ea780a513131a">armnn::InstanceNormalizationDescriptor::m_DataLayout</a></div><div class="ttdeci">DataLayout m_DataLayout</div><div class="ttdoc">The data layout to be used (NCHW, NHWC). </div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.html#l00653">Descriptors.hpp:653</a></div></div> |
| <div class="ttc" id="structarmnn_1_1_instance_normalization_descriptor_html_a11c821c7524251004a72ed13c510853c"><div class="ttname"><a href="structarmnn_1_1_instance_normalization_descriptor.html#a11c821c7524251004a72ed13c510853c">armnn::InstanceNormalizationDescriptor::m_Eps</a></div><div class="ttdeci">float m_Eps</div><div class="ttdoc">Epsilon, small scalar value added to variance to avoid dividing by zero. Defaults to 1e-12f...</div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.html#l00651">Descriptors.hpp:651</a></div></div> |
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| <h2 class="groupheader">Member Function Documentation</h2> |
| <a id="a4218cb8f0071de0300393c78e3900b80"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a4218cb8f0071de0300393c78e3900b80">◆ </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_instance_normalization_descriptor.html">InstanceNormalizationDescriptor</a> & </td> |
| <td class="paramname"><em>rhs</em></td><td>)</td> |
| <td> const</td> |
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| <p class="definition">Definition at line <a class="el" href="_descriptors_8hpp_source.html#l00638">638</a> of file <a class="el" href="_descriptors_8hpp_source.html">Descriptors.hpp</a>.</p> |
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| <p class="reference">References <a class="el" href="_descriptors_8hpp_source.html#l00649">InstanceNormalizationDescriptor::m_Beta</a>, <a class="el" href="_descriptors_8hpp_source.html#l00653">InstanceNormalizationDescriptor::m_DataLayout</a>, <a class="el" href="_descriptors_8hpp_source.html#l00651">InstanceNormalizationDescriptor::m_Eps</a>, and <a class="el" href="_descriptors_8hpp_source.html#l00647">InstanceNormalizationDescriptor::m_Gamma</a>.</p> |
| <div class="fragment"><div class="line"><a name="l00639"></a><span class="lineno"> 639</span>  {</div><div class="line"><a name="l00640"></a><span class="lineno"> 640</span>  <span class="keywordflow">return</span> <a class="code" href="structarmnn_1_1_instance_normalization_descriptor.html#a5e078fd505aef7bccaa05c8058e096cc">m_Gamma</a> == rhs.m_Gamma &&</div><div class="line"><a name="l00641"></a><span class="lineno"> 641</span>  <a class="code" href="structarmnn_1_1_instance_normalization_descriptor.html#a8275d51ef9a584feb95726ea0522f6e5">m_Beta</a> == rhs.m_Beta &&</div><div class="line"><a name="l00642"></a><span class="lineno"> 642</span>  <a class="code" href="structarmnn_1_1_instance_normalization_descriptor.html#a11c821c7524251004a72ed13c510853c">m_Eps</a> == rhs.m_Eps &&</div><div class="line"><a name="l00643"></a><span class="lineno"> 643</span>  <a class="code" href="structarmnn_1_1_instance_normalization_descriptor.html#a6089e1ca91914015777ea780a513131a">m_DataLayout</a> == rhs.m_DataLayout;</div><div class="line"><a name="l00644"></a><span class="lineno"> 644</span>  }</div><div class="ttc" id="structarmnn_1_1_instance_normalization_descriptor_html_a5e078fd505aef7bccaa05c8058e096cc"><div class="ttname"><a href="structarmnn_1_1_instance_normalization_descriptor.html#a5e078fd505aef7bccaa05c8058e096cc">armnn::InstanceNormalizationDescriptor::m_Gamma</a></div><div class="ttdeci">float m_Gamma</div><div class="ttdoc">Gamma, the scale scalar value applied for the normalized tensor. Defaults to 1.0. ...</div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.html#l00647">Descriptors.hpp:647</a></div></div> |
| <div class="ttc" id="structarmnn_1_1_instance_normalization_descriptor_html_a8275d51ef9a584feb95726ea0522f6e5"><div class="ttname"><a href="structarmnn_1_1_instance_normalization_descriptor.html#a8275d51ef9a584feb95726ea0522f6e5">armnn::InstanceNormalizationDescriptor::m_Beta</a></div><div class="ttdeci">float m_Beta</div><div class="ttdoc">Beta, the offset scalar value applied for the normalized tensor. Defaults to 1.0. ...</div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.html#l00649">Descriptors.hpp:649</a></div></div> |
| <div class="ttc" id="structarmnn_1_1_instance_normalization_descriptor_html_a6089e1ca91914015777ea780a513131a"><div class="ttname"><a href="structarmnn_1_1_instance_normalization_descriptor.html#a6089e1ca91914015777ea780a513131a">armnn::InstanceNormalizationDescriptor::m_DataLayout</a></div><div class="ttdeci">DataLayout m_DataLayout</div><div class="ttdoc">The data layout to be used (NCHW, NHWC). </div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.html#l00653">Descriptors.hpp:653</a></div></div> |
| <div class="ttc" id="structarmnn_1_1_instance_normalization_descriptor_html_a11c821c7524251004a72ed13c510853c"><div class="ttname"><a href="structarmnn_1_1_instance_normalization_descriptor.html#a11c821c7524251004a72ed13c510853c">armnn::InstanceNormalizationDescriptor::m_Eps</a></div><div class="ttdeci">float m_Eps</div><div class="ttdoc">Epsilon, small scalar value added to variance to avoid dividing by zero. Defaults to 1e-12f...</div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.html#l00651">Descriptors.hpp:651</a></div></div> |
| </div><!-- fragment --> |
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| <h2 class="groupheader">Member Data Documentation</h2> |
| <a id="a8275d51ef9a584feb95726ea0522f6e5"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a8275d51ef9a584feb95726ea0522f6e5">◆ </a></span>m_Beta</h2> |
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| <td class="memname">float m_Beta</td> |
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| </div><div class="memdoc"> |
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| <p>Beta, the offset scalar value applied for the normalized tensor. Defaults to 1.0. </p> |
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| <p class="definition">Definition at line <a class="el" href="_descriptors_8hpp_source.html#l00649">649</a> of file <a class="el" href="_descriptors_8hpp_source.html">Descriptors.hpp</a>.</p> |
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| <p class="reference">Referenced by <a class="el" href="_deserializer_8cpp_source.html#l00753">Deserializer::GetNetworkOutputBindingInfo()</a>, <a class="el" href="_instance_norm_8cpp_source.html#l00018">armnn::InstanceNorm()</a>, <a class="el" href="_descriptors_8hpp_source.html#l00638">InstanceNormalizationDescriptor::operator==()</a>, and <a class="el" href="_serializer_8cpp_source.html#l00497">SerializerVisitor::VisitInstanceNormalizationLayer()</a>.</p> |
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| <h2 class="memtitle"><span class="permalink"><a href="#a6089e1ca91914015777ea780a513131a">◆ </a></span>m_DataLayout</h2> |
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| <td class="memname"><a class="el" href="namespacearmnn.html#ad1d5cce2d9e9a5d61c243e5c989112e0">DataLayout</a> m_DataLayout</td> |
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| <p>The data layout to be used (NCHW, NHWC). </p> |
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| <p class="definition">Definition at line <a class="el" href="_descriptors_8hpp_source.html#l00653">653</a> of file <a class="el" href="_descriptors_8hpp_source.html">Descriptors.hpp</a>.</p> |
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| <p class="reference">Referenced by <a class="el" href="_deserializer_8cpp_source.html#l00753">Deserializer::GetNetworkOutputBindingInfo()</a>, <a class="el" href="_instance_norm_8cpp_source.html#l00018">armnn::InstanceNorm()</a>, <a class="el" href="_descriptors_8hpp_source.html#l00638">InstanceNormalizationDescriptor::operator==()</a>, and <a class="el" href="_serializer_8cpp_source.html#l00497">SerializerVisitor::VisitInstanceNormalizationLayer()</a>.</p> |
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| <h2 class="memtitle"><span class="permalink"><a href="#a11c821c7524251004a72ed13c510853c">◆ </a></span>m_Eps</h2> |
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| <td class="memname">float m_Eps</td> |
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| <p>Epsilon, small scalar value added to variance to avoid dividing by zero. Defaults to 1e-12f. </p> |
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| <p class="definition">Definition at line <a class="el" href="_descriptors_8hpp_source.html#l00651">651</a> of file <a class="el" href="_descriptors_8hpp_source.html">Descriptors.hpp</a>.</p> |
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| <p class="reference">Referenced by <a class="el" href="_deserializer_8cpp_source.html#l00753">Deserializer::GetNetworkOutputBindingInfo()</a>, <a class="el" href="_instance_norm_8cpp_source.html#l00018">armnn::InstanceNorm()</a>, <a class="el" href="_descriptors_8hpp_source.html#l00638">InstanceNormalizationDescriptor::operator==()</a>, and <a class="el" href="_serializer_8cpp_source.html#l00497">SerializerVisitor::VisitInstanceNormalizationLayer()</a>.</p> |
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| <h2 class="memtitle"><span class="permalink"><a href="#a5e078fd505aef7bccaa05c8058e096cc">◆ </a></span>m_Gamma</h2> |
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| <td class="memname">float m_Gamma</td> |
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| <p>Gamma, the scale scalar value applied for the normalized tensor. Defaults to 1.0. </p> |
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| <p class="definition">Definition at line <a class="el" href="_descriptors_8hpp_source.html#l00647">647</a> of file <a class="el" href="_descriptors_8hpp_source.html">Descriptors.hpp</a>.</p> |
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| <p class="reference">Referenced by <a class="el" href="_serializer_tests_8cpp_source.html#l01282">BOOST_AUTO_TEST_CASE()</a>, <a class="el" href="_deserializer_8cpp_source.html#l00753">Deserializer::GetNetworkOutputBindingInfo()</a>, <a class="el" href="_instance_norm_8cpp_source.html#l00018">armnn::InstanceNorm()</a>, <a class="el" href="_descriptors_8hpp_source.html#l00638">InstanceNormalizationDescriptor::operator==()</a>, and <a class="el" href="_serializer_8cpp_source.html#l00497">SerializerVisitor::VisitInstanceNormalizationLayer()</a>.</p> |
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| </div> |
| </div> |
| <hr/>The documentation for this struct was generated from the following file:<ul> |
| <li>include/armnn/<a class="el" href="_descriptors_8hpp_source.html">Descriptors.hpp</a></li> |
| </ul> |
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