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100<a href="structarmnn_1_1_instance_normalization_descriptor-members.xhtml">List of all members</a> </div>
101 <div class="headertitle">
102<div class="title">InstanceNormalizationDescriptor Struct Reference</div> </div>
103</div><!--header-->
104<div class="contents">
105
106<p>An <a class="el" href="structarmnn_1_1_instance_normalization_descriptor.xhtml" title="An InstanceNormalizationDescriptor for InstanceNormalizationLayer. ">InstanceNormalizationDescriptor</a> for <a class="el" href="classarmnn_1_1_instance_normalization_layer.xhtml" title="This layer represents an instance normalization operation. ">InstanceNormalizationLayer</a>.
107 <a href="structarmnn_1_1_instance_normalization_descriptor.xhtml#details">More...</a></p>
108
109<p><code>#include &lt;<a class="el" href="_descriptors_8hpp_source.xhtml">Descriptors.hpp</a>&gt;</code></p>
110<table class="memberdecls">
111<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-methods"></a>
112Public Member Functions</h2></td></tr>
113<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.xhtml#a36f0ec397ba668e40fbb48a806691feb">InstanceNormalizationDescriptor</a> ()</td></tr>
114<tr class="separator:a36f0ec397ba668e40fbb48a806691feb"><td class="memSeparator" colspan="2">&#160;</td></tr>
115<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.xhtml#a4218cb8f0071de0300393c78e3900b80">operator==</a> (const <a class="el" href="structarmnn_1_1_instance_normalization_descriptor.xhtml">InstanceNormalizationDescriptor</a> &amp;rhs) const</td></tr>
116<tr class="separator:a4218cb8f0071de0300393c78e3900b80"><td class="memSeparator" colspan="2">&#160;</td></tr>
117</table><table class="memberdecls">
118<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-attribs"></a>
119Public Attributes</h2></td></tr>
120<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.xhtml#a5e078fd505aef7bccaa05c8058e096cc">m_Gamma</a></td></tr>
121<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>
122<tr class="separator:a5e078fd505aef7bccaa05c8058e096cc"><td class="memSeparator" colspan="2">&#160;</td></tr>
123<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.xhtml#a8275d51ef9a584feb95726ea0522f6e5">m_Beta</a></td></tr>
124<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>
125<tr class="separator:a8275d51ef9a584feb95726ea0522f6e5"><td class="memSeparator" colspan="2">&#160;</td></tr>
126<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.xhtml#a11c821c7524251004a72ed13c510853c">m_Eps</a></td></tr>
127<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>
128<tr class="separator:a11c821c7524251004a72ed13c510853c"><td class="memSeparator" colspan="2">&#160;</td></tr>
129<tr class="memitem:a6089e1ca91914015777ea780a513131a"><td class="memItemLeft" align="right" valign="top"><a class="el" href="namespacearmnn.xhtml#ad1d5cce2d9e9a5d61c243e5c989112e0">DataLayout</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_instance_normalization_descriptor.xhtml#a6089e1ca91914015777ea780a513131a">m_DataLayout</a></td></tr>
130<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>
131<tr class="separator:a6089e1ca91914015777ea780a513131a"><td class="memSeparator" colspan="2">&#160;</td></tr>
132</table>
133<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
134<div class="textblock"><p>An <a class="el" href="structarmnn_1_1_instance_normalization_descriptor.xhtml" title="An InstanceNormalizationDescriptor for InstanceNormalizationLayer. ">InstanceNormalizationDescriptor</a> for <a class="el" href="classarmnn_1_1_instance_normalization_layer.xhtml" title="This layer represents an instance normalization operation. ">InstanceNormalizationLayer</a>. </p>
135
136<p class="definition">Definition at line <a class="el" href="_descriptors_8hpp_source.xhtml#l00629">629</a> of file <a class="el" href="_descriptors_8hpp_source.xhtml">Descriptors.hpp</a>.</p>
137</div><h2 class="groupheader">Constructor &amp; Destructor Documentation</h2>
138<a id="a36f0ec397ba668e40fbb48a806691feb"></a>
139<h2 class="memtitle"><span class="permalink"><a href="#a36f0ec397ba668e40fbb48a806691feb">&#9670;&nbsp;</a></span>InstanceNormalizationDescriptor()</h2>
140
141<div class="memitem">
142<div class="memproto">
143<table class="mlabels">
144 <tr>
145 <td class="mlabels-left">
146 <table class="memname">
147 <tr>
148 <td class="memname"><a class="el" href="structarmnn_1_1_instance_normalization_descriptor.xhtml">InstanceNormalizationDescriptor</a> </td>
149 <td>(</td>
150 <td class="paramname"></td><td>)</td>
151 <td></td>
152 </tr>
153 </table>
154 </td>
155 <td class="mlabels-right">
156<span class="mlabels"><span class="mlabel">inline</span></span> </td>
157 </tr>
158</table>
159</div><div class="memdoc">
160
161<p class="definition">Definition at line <a class="el" href="_descriptors_8hpp_source.xhtml#l00631">631</a> of file <a class="el" href="_descriptors_8hpp_source.xhtml">Descriptors.hpp</a>.</p>
162<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.xhtml#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.xhtml#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.xhtml#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.xhtml#a6089e1ca91914015777ea780a513131a">m_DataLayout</a>(<a class="code" href="namespacearmnn.xhtml#ad1d5cce2d9e9a5d61c243e5c989112e0a6b99f356fe3b30a2a850b5ea897c289f">DataLayout::NCHW</a>)</div><div class="line"><a name="l00636"></a><span class="lineno"> 636</span>&#160; {}</div><div class="ttc" id="structarmnn_1_1_instance_normalization_descriptor_xhtml_a5e078fd505aef7bccaa05c8058e096cc"><div class="ttname"><a href="structarmnn_1_1_instance_normalization_descriptor.xhtml#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.xhtml#l00647">Descriptors.hpp:647</a></div></div>
163<div class="ttc" id="structarmnn_1_1_instance_normalization_descriptor_xhtml_a11c821c7524251004a72ed13c510853c"><div class="ttname"><a href="structarmnn_1_1_instance_normalization_descriptor.xhtml#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.xhtml#l00651">Descriptors.hpp:651</a></div></div>
164<div class="ttc" id="structarmnn_1_1_instance_normalization_descriptor_xhtml_a6089e1ca91914015777ea780a513131a"><div class="ttname"><a href="structarmnn_1_1_instance_normalization_descriptor.xhtml#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.xhtml#l00653">Descriptors.hpp:653</a></div></div>
165<div class="ttc" id="structarmnn_1_1_instance_normalization_descriptor_xhtml_a8275d51ef9a584feb95726ea0522f6e5"><div class="ttname"><a href="structarmnn_1_1_instance_normalization_descriptor.xhtml#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.xhtml#l00649">Descriptors.hpp:649</a></div></div>
166<div class="ttc" id="namespacearmnn_xhtml_ad1d5cce2d9e9a5d61c243e5c989112e0a6b99f356fe3b30a2a850b5ea897c289f"><div class="ttname"><a href="namespacearmnn.xhtml#ad1d5cce2d9e9a5d61c243e5c989112e0a6b99f356fe3b30a2a850b5ea897c289f">armnn::DataLayout::NCHW</a></div></div>
167</div><!-- fragment -->
168</div>
169</div>
170<h2 class="groupheader">Member Function Documentation</h2>
171<a id="a4218cb8f0071de0300393c78e3900b80"></a>
172<h2 class="memtitle"><span class="permalink"><a href="#a4218cb8f0071de0300393c78e3900b80">&#9670;&nbsp;</a></span>operator==()</h2>
173
174<div class="memitem">
175<div class="memproto">
176<table class="mlabels">
177 <tr>
178 <td class="mlabels-left">
179 <table class="memname">
180 <tr>
181 <td class="memname">bool operator== </td>
182 <td>(</td>
183 <td class="paramtype">const <a class="el" href="structarmnn_1_1_instance_normalization_descriptor.xhtml">InstanceNormalizationDescriptor</a> &amp;&#160;</td>
184 <td class="paramname"><em>rhs</em></td><td>)</td>
185 <td> const</td>
186 </tr>
187 </table>
188 </td>
189 <td class="mlabels-right">
190<span class="mlabels"><span class="mlabel">inline</span></span> </td>
191 </tr>
192</table>
193</div><div class="memdoc">
194
195<p class="definition">Definition at line <a class="el" href="_descriptors_8hpp_source.xhtml#l00638">638</a> of file <a class="el" href="_descriptors_8hpp_source.xhtml">Descriptors.hpp</a>.</p>
196
197<p class="reference">References <a class="el" href="_descriptors_8hpp_source.xhtml#l00649">InstanceNormalizationDescriptor::m_Beta</a>, <a class="el" href="_descriptors_8hpp_source.xhtml#l00653">InstanceNormalizationDescriptor::m_DataLayout</a>, <a class="el" href="_descriptors_8hpp_source.xhtml#l00651">InstanceNormalizationDescriptor::m_Eps</a>, and <a class="el" href="_descriptors_8hpp_source.xhtml#l00647">InstanceNormalizationDescriptor::m_Gamma</a>.</p>
198<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.xhtml#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.xhtml#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.xhtml#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.xhtml#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_xhtml_a5e078fd505aef7bccaa05c8058e096cc"><div class="ttname"><a href="structarmnn_1_1_instance_normalization_descriptor.xhtml#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.xhtml#l00647">Descriptors.hpp:647</a></div></div>
199<div class="ttc" id="structarmnn_1_1_instance_normalization_descriptor_xhtml_a11c821c7524251004a72ed13c510853c"><div class="ttname"><a href="structarmnn_1_1_instance_normalization_descriptor.xhtml#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.xhtml#l00651">Descriptors.hpp:651</a></div></div>
200<div class="ttc" id="structarmnn_1_1_instance_normalization_descriptor_xhtml_a6089e1ca91914015777ea780a513131a"><div class="ttname"><a href="structarmnn_1_1_instance_normalization_descriptor.xhtml#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.xhtml#l00653">Descriptors.hpp:653</a></div></div>
201<div class="ttc" id="structarmnn_1_1_instance_normalization_descriptor_xhtml_a8275d51ef9a584feb95726ea0522f6e5"><div class="ttname"><a href="structarmnn_1_1_instance_normalization_descriptor.xhtml#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.xhtml#l00649">Descriptors.hpp:649</a></div></div>
202</div><!-- fragment -->
203</div>
204</div>
205<h2 class="groupheader">Member Data Documentation</h2>
206<a id="a8275d51ef9a584feb95726ea0522f6e5"></a>
207<h2 class="memtitle"><span class="permalink"><a href="#a8275d51ef9a584feb95726ea0522f6e5">&#9670;&nbsp;</a></span>m_Beta</h2>
208
209<div class="memitem">
210<div class="memproto">
211 <table class="memname">
212 <tr>
213 <td class="memname">float m_Beta</td>
214 </tr>
215 </table>
216</div><div class="memdoc">
217
218<p>Beta, the offset scalar value applied for the normalized tensor. Defaults to 1.0. </p>
219
220<p class="definition">Definition at line <a class="el" href="_descriptors_8hpp_source.xhtml#l00649">649</a> of file <a class="el" href="_descriptors_8hpp_source.xhtml">Descriptors.hpp</a>.</p>
221
222<p class="reference">Referenced by <a class="el" href="_deserializer_8cpp_source.xhtml#l00764">Deserializer::GetNetworkOutputBindingInfo()</a>, <a class="el" href="_instance_norm_8cpp_source.xhtml#l00018">armnn::InstanceNorm()</a>, <a class="el" href="_descriptors_8hpp_source.xhtml#l00638">InstanceNormalizationDescriptor::operator==()</a>, and <a class="el" href="_serializer_8cpp_source.xhtml#l00501">SerializerVisitor::VisitInstanceNormalizationLayer()</a>.</p>
223
224</div>
225</div>
226<a id="a6089e1ca91914015777ea780a513131a"></a>
227<h2 class="memtitle"><span class="permalink"><a href="#a6089e1ca91914015777ea780a513131a">&#9670;&nbsp;</a></span>m_DataLayout</h2>
228
229<div class="memitem">
230<div class="memproto">
231 <table class="memname">
232 <tr>
233 <td class="memname"><a class="el" href="namespacearmnn.xhtml#ad1d5cce2d9e9a5d61c243e5c989112e0">DataLayout</a> m_DataLayout</td>
234 </tr>
235 </table>
236</div><div class="memdoc">
237
238<p>The data layout to be used (NCHW, NHWC). </p>
239
240<p class="definition">Definition at line <a class="el" href="_descriptors_8hpp_source.xhtml#l00653">653</a> of file <a class="el" href="_descriptors_8hpp_source.xhtml">Descriptors.hpp</a>.</p>
241
242<p class="reference">Referenced by <a class="el" href="_deserializer_8cpp_source.xhtml#l00764">Deserializer::GetNetworkOutputBindingInfo()</a>, <a class="el" href="_instance_norm_8cpp_source.xhtml#l00018">armnn::InstanceNorm()</a>, <a class="el" href="_descriptors_8hpp_source.xhtml#l00638">InstanceNormalizationDescriptor::operator==()</a>, and <a class="el" href="_serializer_8cpp_source.xhtml#l00501">SerializerVisitor::VisitInstanceNormalizationLayer()</a>.</p>
243
244</div>
245</div>
246<a id="a11c821c7524251004a72ed13c510853c"></a>
247<h2 class="memtitle"><span class="permalink"><a href="#a11c821c7524251004a72ed13c510853c">&#9670;&nbsp;</a></span>m_Eps</h2>
248
249<div class="memitem">
250<div class="memproto">
251 <table class="memname">
252 <tr>
253 <td class="memname">float m_Eps</td>
254 </tr>
255 </table>
256</div><div class="memdoc">
257
258<p>Epsilon, small scalar value added to variance to avoid dividing by zero. Defaults to 1e-12f. </p>
259
260<p class="definition">Definition at line <a class="el" href="_descriptors_8hpp_source.xhtml#l00651">651</a> of file <a class="el" href="_descriptors_8hpp_source.xhtml">Descriptors.hpp</a>.</p>
261
262<p class="reference">Referenced by <a class="el" href="_deserializer_8cpp_source.xhtml#l00764">Deserializer::GetNetworkOutputBindingInfo()</a>, <a class="el" href="_instance_norm_8cpp_source.xhtml#l00018">armnn::InstanceNorm()</a>, <a class="el" href="_descriptors_8hpp_source.xhtml#l00638">InstanceNormalizationDescriptor::operator==()</a>, and <a class="el" href="_serializer_8cpp_source.xhtml#l00501">SerializerVisitor::VisitInstanceNormalizationLayer()</a>.</p>
263
264</div>
265</div>
266<a id="a5e078fd505aef7bccaa05c8058e096cc"></a>
267<h2 class="memtitle"><span class="permalink"><a href="#a5e078fd505aef7bccaa05c8058e096cc">&#9670;&nbsp;</a></span>m_Gamma</h2>
268
269<div class="memitem">
270<div class="memproto">
271 <table class="memname">
272 <tr>
273 <td class="memname">float m_Gamma</td>
274 </tr>
275 </table>
276</div><div class="memdoc">
277
278<p>Gamma, the scale scalar value applied for the normalized tensor. Defaults to 1.0. </p>
279
280<p class="definition">Definition at line <a class="el" href="_descriptors_8hpp_source.xhtml#l00647">647</a> of file <a class="el" href="_descriptors_8hpp_source.xhtml">Descriptors.hpp</a>.</p>
281
282<p class="reference">Referenced by <a class="el" href="_serializer_tests_8cpp_source.xhtml#l01282">BOOST_AUTO_TEST_CASE()</a>, <a class="el" href="_deserializer_8cpp_source.xhtml#l00764">Deserializer::GetNetworkOutputBindingInfo()</a>, <a class="el" href="_instance_norm_8cpp_source.xhtml#l00018">armnn::InstanceNorm()</a>, <a class="el" href="_descriptors_8hpp_source.xhtml#l00638">InstanceNormalizationDescriptor::operator==()</a>, and <a class="el" href="_serializer_8cpp_source.xhtml#l00501">SerializerVisitor::VisitInstanceNormalizationLayer()</a>.</p>
283
284</div>
285</div>
286<hr/>The documentation for this struct was generated from the following file:<ul>
287<li>include/armnn/<a class="el" href="_descriptors_8hpp_source.xhtml">Descriptors.hpp</a></li>
288</ul>
289</div><!-- contents -->
290</div><!-- doc-content -->
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293 <ul>
294 <li class="navelem"><a class="el" href="namespacearmnn.xhtml">armnn</a></li><li class="navelem"><a class="el" href="structarmnn_1_1_instance_normalization_descriptor.xhtml">InstanceNormalizationDescriptor</a></li>
295 <li class="footer">Generated on Fri Mar 13 2020 16:09:18 for ArmNN by
296 <a href="http://www.doxygen.org/index.html">
297 <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.13 </li>
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