arm_compute v18.05
[platform/upstream/armcl.git] / documentation / classarm__compute_1_1_c_l_pooling_layer.xhtml
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119 <a href="#pub-methods">Public Member Functions</a> &#124;
120 <a href="#pub-static-methods">Static Public Member Functions</a>  </div>
121   <div class="headertitle">
122 <div class="title">CLPoolingLayer Class Reference</div>  </div>
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124 <div class="contents">
125
126 <p>Basic function to simulate a pooling layer with the specified pooling operation.  
127  <a href="classarm__compute_1_1_c_l_pooling_layer.xhtml#details">More...</a></p>
128
129 <p><code>#include &lt;<a class="el" href="_c_l_pooling_layer_8h_source.xhtml">CLPoolingLayer.h</a>&gt;</code></p>
130 <div class="dynheader">
131 Collaboration diagram for CLPoolingLayer:</div>
132 <div class="dyncontent">
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136 <table class="memberdecls">
137 <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-methods"></a>
138 Public Member Functions</h2></td></tr>
139 <tr class="memitem:a18f66b53b41f27ca9942695488d8c7aa"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_c_l_pooling_layer.xhtml#a18f66b53b41f27ca9942695488d8c7aa">configure</a> (<a class="el" href="classarm__compute_1_1_i_c_l_tensor.xhtml">ICLTensor</a> *input, <a class="el" href="classarm__compute_1_1_i_c_l_tensor.xhtml">ICLTensor</a> *output, const <a class="el" href="classarm__compute_1_1_pooling_layer_info.xhtml">PoolingLayerInfo</a> &amp;pool_info)</td></tr>
140 <tr class="memdesc:a18f66b53b41f27ca9942695488d8c7aa"><td class="mdescLeft">&#160;</td><td class="mdescRight">Set the input and output tensors.  <a href="#a18f66b53b41f27ca9942695488d8c7aa">More...</a><br /></td></tr>
141 <tr class="separator:a18f66b53b41f27ca9942695488d8c7aa"><td class="memSeparator" colspan="2">&#160;</td></tr>
142 <tr class="inherit_header pub_methods_classarm__compute_1_1_i_c_l_simple_function"><td colspan="2" onclick="javascript:toggleInherit('pub_methods_classarm__compute_1_1_i_c_l_simple_function')"><img src="closed.png" alt="-"/>&#160;Public Member Functions inherited from <a class="el" href="classarm__compute_1_1_i_c_l_simple_function.xhtml">ICLSimpleFunction</a></td></tr>
143 <tr class="memitem:aa8149af857c4bface8ad712e418a63f1 inherit pub_methods_classarm__compute_1_1_i_c_l_simple_function"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_i_c_l_simple_function.xhtml#aa8149af857c4bface8ad712e418a63f1">ICLSimpleFunction</a> ()</td></tr>
144 <tr class="memdesc:aa8149af857c4bface8ad712e418a63f1 inherit pub_methods_classarm__compute_1_1_i_c_l_simple_function"><td class="mdescLeft">&#160;</td><td class="mdescRight">Default constructor.  <a href="#aa8149af857c4bface8ad712e418a63f1">More...</a><br /></td></tr>
145 <tr class="separator:aa8149af857c4bface8ad712e418a63f1 inherit pub_methods_classarm__compute_1_1_i_c_l_simple_function"><td class="memSeparator" colspan="2">&#160;</td></tr>
146 <tr class="memitem:ab5fd6e96c07aaaed2747c7e16ed5951e inherit pub_methods_classarm__compute_1_1_i_c_l_simple_function"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_i_c_l_simple_function.xhtml#ab5fd6e96c07aaaed2747c7e16ed5951e">run</a> () overridefinal</td></tr>
147 <tr class="memdesc:ab5fd6e96c07aaaed2747c7e16ed5951e inherit pub_methods_classarm__compute_1_1_i_c_l_simple_function"><td class="mdescLeft">&#160;</td><td class="mdescRight">Run the kernels contained in the function.  <a href="#ab5fd6e96c07aaaed2747c7e16ed5951e">More...</a><br /></td></tr>
148 <tr class="separator:ab5fd6e96c07aaaed2747c7e16ed5951e inherit pub_methods_classarm__compute_1_1_i_c_l_simple_function"><td class="memSeparator" colspan="2">&#160;</td></tr>
149 <tr class="inherit_header pub_methods_classarm__compute_1_1_i_function"><td colspan="2" onclick="javascript:toggleInherit('pub_methods_classarm__compute_1_1_i_function')"><img src="closed.png" alt="-"/>&#160;Public Member Functions inherited from <a class="el" href="classarm__compute_1_1_i_function.xhtml">IFunction</a></td></tr>
150 <tr class="memitem:ab921ecc3f3f6ae2b4bd61f3e1998d8c4 inherit pub_methods_classarm__compute_1_1_i_function"><td class="memItemLeft" align="right" valign="top">virtual&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_i_function.xhtml#ab921ecc3f3f6ae2b4bd61f3e1998d8c4">~IFunction</a> ()=default</td></tr>
151 <tr class="memdesc:ab921ecc3f3f6ae2b4bd61f3e1998d8c4 inherit pub_methods_classarm__compute_1_1_i_function"><td class="mdescLeft">&#160;</td><td class="mdescRight">Destructor.  <a href="#ab921ecc3f3f6ae2b4bd61f3e1998d8c4">More...</a><br /></td></tr>
152 <tr class="separator:ab921ecc3f3f6ae2b4bd61f3e1998d8c4 inherit pub_methods_classarm__compute_1_1_i_function"><td class="memSeparator" colspan="2">&#160;</td></tr>
153 <tr class="memitem:a820f7291c24155a2980512fae45aac26 inherit pub_methods_classarm__compute_1_1_i_function"><td class="memItemLeft" align="right" valign="top">virtual void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_i_function.xhtml#a820f7291c24155a2980512fae45aac26">prepare</a> ()</td></tr>
154 <tr class="memdesc:a820f7291c24155a2980512fae45aac26 inherit pub_methods_classarm__compute_1_1_i_function"><td class="mdescLeft">&#160;</td><td class="mdescRight">Prepare the function for executing.  <a href="#a820f7291c24155a2980512fae45aac26">More...</a><br /></td></tr>
155 <tr class="separator:a820f7291c24155a2980512fae45aac26 inherit pub_methods_classarm__compute_1_1_i_function"><td class="memSeparator" colspan="2">&#160;</td></tr>
156 </table><table class="memberdecls">
157 <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-static-methods"></a>
158 Static Public Member Functions</h2></td></tr>
159 <tr class="memitem:aef4f19189a247ce133811ae59ab556e1"><td class="memItemLeft" align="right" valign="top">static <a class="el" href="classarm__compute_1_1_status.xhtml">Status</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_c_l_pooling_layer.xhtml#aef4f19189a247ce133811ae59ab556e1">validate</a> (const <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml">ITensorInfo</a> *input, const <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml">ITensorInfo</a> *output, const <a class="el" href="classarm__compute_1_1_pooling_layer_info.xhtml">PoolingLayerInfo</a> &amp;pool_info)</td></tr>
160 <tr class="memdesc:aef4f19189a247ce133811ae59ab556e1"><td class="mdescLeft">&#160;</td><td class="mdescRight">Static function to check if given info will lead to a valid configuration of <a class="el" href="classarm__compute_1_1_c_l_pooling_layer.xhtml">CLPoolingLayer</a>.  <a href="#aef4f19189a247ce133811ae59ab556e1">More...</a><br /></td></tr>
161 <tr class="separator:aef4f19189a247ce133811ae59ab556e1"><td class="memSeparator" colspan="2">&#160;</td></tr>
162 </table>
163 <a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
164 <div class="textblock"><p>Basic function to simulate a pooling layer with the specified pooling operation. </p>
165 <p>This function calls the following OpenCL kernels:</p>
166 <ol type="1">
167 <li><a class="el" href="classarm__compute_1_1_c_l_fill_border_kernel.xhtml">CLFillBorderKernel</a> (executed if padding size is different from zero)</li>
168 <li><a class="el" href="classarm__compute_1_1_c_l_pooling_layer_kernel.xhtml">CLPoolingLayerKernel</a> </li>
169 </ol>
170
171 <p>Definition at line <a class="el" href="_c_l_pooling_layer_8h_source.xhtml#l00041">41</a> of file <a class="el" href="_c_l_pooling_layer_8h_source.xhtml">CLPoolingLayer.h</a>.</p>
172 </div><h2 class="groupheader">Member Function Documentation</h2>
173 <a class="anchor" id="a18f66b53b41f27ca9942695488d8c7aa"></a>
174 <div class="memitem">
175 <div class="memproto">
176       <table class="memname">
177         <tr>
178           <td class="memname">void configure </td>
179           <td>(</td>
180           <td class="paramtype"><a class="el" href="classarm__compute_1_1_i_c_l_tensor.xhtml">ICLTensor</a> *&#160;</td>
181           <td class="paramname"><em>input</em>, </td>
182         </tr>
183         <tr>
184           <td class="paramkey"></td>
185           <td></td>
186           <td class="paramtype"><a class="el" href="classarm__compute_1_1_i_c_l_tensor.xhtml">ICLTensor</a> *&#160;</td>
187           <td class="paramname"><em>output</em>, </td>
188         </tr>
189         <tr>
190           <td class="paramkey"></td>
191           <td></td>
192           <td class="paramtype">const <a class="el" href="classarm__compute_1_1_pooling_layer_info.xhtml">PoolingLayerInfo</a> &amp;&#160;</td>
193           <td class="paramname"><em>pool_info</em>&#160;</td>
194         </tr>
195         <tr>
196           <td></td>
197           <td>)</td>
198           <td></td><td></td>
199         </tr>
200       </table>
201 </div><div class="memdoc">
202
203 <p>Set the input and output tensors. </p>
204 <dl class="params"><dt>Parameters</dt><dd>
205   <table class="params">
206     <tr><td class="paramdir">[in,out]</td><td class="paramname">input</td><td>Source tensor. (Written to only when padding != 0) Data types supported: QS8/QASYMM8/QS16/F16/F32. </td></tr>
207     <tr><td class="paramdir">[out]</td><td class="paramname">output</td><td>Destination tensor. Data types supported: Same as <code>input</code>. </td></tr>
208     <tr><td class="paramdir">[in]</td><td class="paramname">pool_info</td><td>Contains pooling operation information described in <a class="el" href="classarm__compute_1_1_pooling_layer_info.xhtml">PoolingLayerInfo</a>. </td></tr>
209   </table>
210   </dd>
211 </dl>
212
213 </div>
214 </div>
215 <a class="anchor" id="aef4f19189a247ce133811ae59ab556e1"></a>
216 <div class="memitem">
217 <div class="memproto">
218 <table class="mlabels">
219   <tr>
220   <td class="mlabels-left">
221       <table class="memname">
222         <tr>
223           <td class="memname">static <a class="el" href="classarm__compute_1_1_status.xhtml">Status</a> validate </td>
224           <td>(</td>
225           <td class="paramtype">const <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml">ITensorInfo</a> *&#160;</td>
226           <td class="paramname"><em>input</em>, </td>
227         </tr>
228         <tr>
229           <td class="paramkey"></td>
230           <td></td>
231           <td class="paramtype">const <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml">ITensorInfo</a> *&#160;</td>
232           <td class="paramname"><em>output</em>, </td>
233         </tr>
234         <tr>
235           <td class="paramkey"></td>
236           <td></td>
237           <td class="paramtype">const <a class="el" href="classarm__compute_1_1_pooling_layer_info.xhtml">PoolingLayerInfo</a> &amp;&#160;</td>
238           <td class="paramname"><em>pool_info</em>&#160;</td>
239         </tr>
240         <tr>
241           <td></td>
242           <td>)</td>
243           <td></td><td></td>
244         </tr>
245       </table>
246   </td>
247   <td class="mlabels-right">
248 <span class="mlabels"><span class="mlabel">static</span></span>  </td>
249   </tr>
250 </table>
251 </div><div class="memdoc">
252
253 <p>Static function to check if given info will lead to a valid configuration of <a class="el" href="classarm__compute_1_1_c_l_pooling_layer.xhtml">CLPoolingLayer</a>. </p>
254 <dl class="params"><dt>Parameters</dt><dd>
255   <table class="params">
256     <tr><td class="paramdir">[in]</td><td class="paramname">input</td><td>Source tensor info. Data types supported: QS8/QASYMM8/QS16/F16/F32. </td></tr>
257     <tr><td class="paramdir">[in]</td><td class="paramname">output</td><td>Destination tensor info. Data types supported: Same as <code>input</code>. </td></tr>
258     <tr><td class="paramdir">[in]</td><td class="paramname">pool_info</td><td>Contains pooling operation information described in <a class="el" href="classarm__compute_1_1_pooling_layer_info.xhtml">PoolingLayerInfo</a>.</td></tr>
259   </table>
260   </dd>
261 </dl>
262 <dl class="section return"><dt>Returns</dt><dd>a status </dd></dl>
263
264 <p>Referenced by <a class="el" href="validation_2_c_l_2_pooling_layer_8cpp_source.xhtml#l00074">arm_compute::test::validation::DATA_TEST_CASE()</a>.</p>
265
266 </div>
267 </div>
268 <hr/>The documentation for this class was generated from the following file:<ul>
269 <li>arm_compute/runtime/CL/functions/<a class="el" href="_c_l_pooling_layer_8h_source.xhtml">CLPoolingLayer.h</a></li>
270 </ul>
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