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86<a href="structarmnn_1_1_instance_normalization_descriptor-members.html">List of all members</a> </div>
87 <div class="headertitle">
88<div class="title">InstanceNormalizationDescriptor Struct Reference</div> </div>
89</div><!--header-->
90<div class="contents">
91
92<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>.
93 <a href="structarmnn_1_1_instance_normalization_descriptor.html#details">More...</a></p>
94
95<p><code>#include &lt;<a class="el" href="_descriptors_8hpp_source.html">Descriptors.hpp</a>&gt;</code></p>
96<table class="memberdecls">
97<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-methods"></a>
98Public Member Functions</h2></td></tr>
99<tr class="memitem:a36f0ec397ba668e40fbb48a806691feb"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_instance_normalization_descriptor.html#a36f0ec397ba668e40fbb48a806691feb">InstanceNormalizationDescriptor</a> ()</td></tr>
100<tr class="separator:a36f0ec397ba668e40fbb48a806691feb"><td class="memSeparator" colspan="2">&#160;</td></tr>
101<tr class="memitem:a4218cb8f0071de0300393c78e3900b80"><td class="memItemLeft" align="right" valign="top">bool&#160;</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> &amp;rhs) const</td></tr>
102<tr class="separator:a4218cb8f0071de0300393c78e3900b80"><td class="memSeparator" colspan="2">&#160;</td></tr>
103</table><table class="memberdecls">
104<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-attribs"></a>
105Public Attributes</h2></td></tr>
106<tr class="memitem:a5e078fd505aef7bccaa05c8058e096cc"><td class="memItemLeft" align="right" valign="top">float&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_instance_normalization_descriptor.html#a5e078fd505aef7bccaa05c8058e096cc">m_Gamma</a></td></tr>
107<tr class="memdesc:a5e078fd505aef7bccaa05c8058e096cc"><td class="mdescLeft">&#160;</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>
108<tr class="separator:a5e078fd505aef7bccaa05c8058e096cc"><td class="memSeparator" colspan="2">&#160;</td></tr>
109<tr class="memitem:a8275d51ef9a584feb95726ea0522f6e5"><td class="memItemLeft" align="right" valign="top">float&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_instance_normalization_descriptor.html#a8275d51ef9a584feb95726ea0522f6e5">m_Beta</a></td></tr>
110<tr class="memdesc:a8275d51ef9a584feb95726ea0522f6e5"><td class="mdescLeft">&#160;</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>
111<tr class="separator:a8275d51ef9a584feb95726ea0522f6e5"><td class="memSeparator" colspan="2">&#160;</td></tr>
112<tr class="memitem:a11c821c7524251004a72ed13c510853c"><td class="memItemLeft" align="right" valign="top">float&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_instance_normalization_descriptor.html#a11c821c7524251004a72ed13c510853c">m_Eps</a></td></tr>
113<tr class="memdesc:a11c821c7524251004a72ed13c510853c"><td class="mdescLeft">&#160;</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>
114<tr class="separator:a11c821c7524251004a72ed13c510853c"><td class="memSeparator" colspan="2">&#160;</td></tr>
115<tr class="memitem:a6089e1ca91914015777ea780a513131a"><td class="memItemLeft" align="right" valign="top"><a class="el" href="namespacearmnn.html#ad1d5cce2d9e9a5d61c243e5c989112e0">DataLayout</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_instance_normalization_descriptor.html#a6089e1ca91914015777ea780a513131a">m_DataLayout</a></td></tr>
116<tr class="memdesc:a6089e1ca91914015777ea780a513131a"><td class="mdescLeft">&#160;</td><td class="mdescRight">The data layout to be used (NCHW, NHWC). <a href="#a6089e1ca91914015777ea780a513131a">More...</a><br /></td></tr>
117<tr class="separator:a6089e1ca91914015777ea780a513131a"><td class="memSeparator" colspan="2">&#160;</td></tr>
118</table>
119<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
120<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>
121
122<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>
123</div><h2 class="groupheader">Constructor &amp; Destructor Documentation</h2>
124<a id="a36f0ec397ba668e40fbb48a806691feb"></a>
125<h2 class="memtitle"><span class="permalink"><a href="#a36f0ec397ba668e40fbb48a806691feb">&#9670;&nbsp;</a></span>InstanceNormalizationDescriptor()</h2>
126
127<div class="memitem">
128<div class="memproto">
129<table class="mlabels">
130 <tr>
131 <td class="mlabels-left">
132 <table class="memname">
133 <tr>
134 <td class="memname"><a class="el" href="structarmnn_1_1_instance_normalization_descriptor.html">InstanceNormalizationDescriptor</a> </td>
135 <td>(</td>
136 <td class="paramname"></td><td>)</td>
137 <td></td>
138 </tr>
139 </table>
140 </td>
141 <td class="mlabels-right">
142<span class="mlabels"><span class="mlabel">inline</span></span> </td>
143 </tr>
144</table>
145</div><div class="memdoc">
146
147<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>
148<div class="fragment"><div class="line"><a name="l00632"></a><span class="lineno"> 632</span>&#160; : <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>&#160; , <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>&#160; , <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>&#160; , <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>&#160; {}</div><div class="ttc" id="namespacearmnn_html_ad1d5cce2d9e9a5d61c243e5c989112e0a6b99f356fe3b30a2a850b5ea897c289f"><div class="ttname"><a href="namespacearmnn.html#ad1d5cce2d9e9a5d61c243e5c989112e0a6b99f356fe3b30a2a850b5ea897c289f">armnn::DataLayout::NCHW</a></div></div>
149<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>
150<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>
151<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>
152<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>
153</div><!-- fragment -->
154</div>
155</div>
156<h2 class="groupheader">Member Function Documentation</h2>
157<a id="a4218cb8f0071de0300393c78e3900b80"></a>
158<h2 class="memtitle"><span class="permalink"><a href="#a4218cb8f0071de0300393c78e3900b80">&#9670;&nbsp;</a></span>operator==()</h2>
159
160<div class="memitem">
161<div class="memproto">
162<table class="mlabels">
163 <tr>
164 <td class="mlabels-left">
165 <table class="memname">
166 <tr>
167 <td class="memname">bool operator== </td>
168 <td>(</td>
169 <td class="paramtype">const <a class="el" href="structarmnn_1_1_instance_normalization_descriptor.html">InstanceNormalizationDescriptor</a> &amp;&#160;</td>
170 <td class="paramname"><em>rhs</em></td><td>)</td>
171 <td> const</td>
172 </tr>
173 </table>
174 </td>
175 <td class="mlabels-right">
176<span class="mlabels"><span class="mlabel">inline</span></span> </td>
177 </tr>
178</table>
179</div><div class="memdoc">
180
181<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>
182
183<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>
184<div class="fragment"><div class="line"><a name="l00639"></a><span class="lineno"> 639</span>&#160; {</div><div class="line"><a name="l00640"></a><span class="lineno"> 640</span>&#160; <span class="keywordflow">return</span> <a class="code" href="structarmnn_1_1_instance_normalization_descriptor.html#a5e078fd505aef7bccaa05c8058e096cc">m_Gamma</a> == rhs.m_Gamma &amp;&amp;</div><div class="line"><a name="l00641"></a><span class="lineno"> 641</span>&#160; <a class="code" href="structarmnn_1_1_instance_normalization_descriptor.html#a8275d51ef9a584feb95726ea0522f6e5">m_Beta</a> == rhs.m_Beta &amp;&amp;</div><div class="line"><a name="l00642"></a><span class="lineno"> 642</span>&#160; <a class="code" href="structarmnn_1_1_instance_normalization_descriptor.html#a11c821c7524251004a72ed13c510853c">m_Eps</a> == rhs.m_Eps &amp;&amp;</div><div class="line"><a name="l00643"></a><span class="lineno"> 643</span>&#160; <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>&#160; }</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>
185<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>
186<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>
187<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>
188</div><!-- fragment -->
189</div>
190</div>
191<h2 class="groupheader">Member Data Documentation</h2>
192<a id="a8275d51ef9a584feb95726ea0522f6e5"></a>
193<h2 class="memtitle"><span class="permalink"><a href="#a8275d51ef9a584feb95726ea0522f6e5">&#9670;&nbsp;</a></span>m_Beta</h2>
194
195<div class="memitem">
196<div class="memproto">
197 <table class="memname">
198 <tr>
199 <td class="memname">float m_Beta</td>
200 </tr>
201 </table>
202</div><div class="memdoc">
203
204<p>Beta, the offset scalar value applied for the normalized tensor. Defaults to 1.0. </p>
205
206<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>
207
208<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>
209
210</div>
211</div>
212<a id="a6089e1ca91914015777ea780a513131a"></a>
213<h2 class="memtitle"><span class="permalink"><a href="#a6089e1ca91914015777ea780a513131a">&#9670;&nbsp;</a></span>m_DataLayout</h2>
214
215<div class="memitem">
216<div class="memproto">
217 <table class="memname">
218 <tr>
219 <td class="memname"><a class="el" href="namespacearmnn.html#ad1d5cce2d9e9a5d61c243e5c989112e0">DataLayout</a> m_DataLayout</td>
220 </tr>
221 </table>
222</div><div class="memdoc">
223
224<p>The data layout to be used (NCHW, NHWC). </p>
225
226<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>
227
228<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>
229
230</div>
231</div>
232<a id="a11c821c7524251004a72ed13c510853c"></a>
233<h2 class="memtitle"><span class="permalink"><a href="#a11c821c7524251004a72ed13c510853c">&#9670;&nbsp;</a></span>m_Eps</h2>
234
235<div class="memitem">
236<div class="memproto">
237 <table class="memname">
238 <tr>
239 <td class="memname">float m_Eps</td>
240 </tr>
241 </table>
242</div><div class="memdoc">
243
244<p>Epsilon, small scalar value added to variance to avoid dividing by zero. Defaults to 1e-12f. </p>
245
246<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>
247
248<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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250</div>
251</div>
252<a id="a5e078fd505aef7bccaa05c8058e096cc"></a>
253<h2 class="memtitle"><span class="permalink"><a href="#a5e078fd505aef7bccaa05c8058e096cc">&#9670;&nbsp;</a></span>m_Gamma</h2>
254
255<div class="memitem">
256<div class="memproto">
257 <table class="memname">
258 <tr>
259 <td class="memname">float m_Gamma</td>
260 </tr>
261 </table>
262</div><div class="memdoc">
263
264<p>Gamma, the scale scalar value applied for the normalized tensor. Defaults to 1.0. </p>
265
266<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>
267
268<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>
269
270</div>
271</div>
272<hr/>The documentation for this struct was generated from the following file:<ul>
273<li>include/armnn/<a class="el" href="_descriptors_8hpp_source.html">Descriptors.hpp</a></li>
274</ul>
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