arm_compute v18.05
[platform/upstream/armcl.git] / documentation / classarm__compute_1_1_n_e_r_o_i_pooling_layer.xhtml
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43    &#160;<span id="projectnumber">18.05</span>
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118   <div class="summary">
119 <a href="#pub-methods">Public Member Functions</a>  </div>
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121 <div class="title">NEROIPoolingLayer Class Reference</div>  </div>
122 </div><!--header-->
123 <div class="contents">
124
125 <p>Basic function to run <a class="el" href="classarm__compute_1_1_n_e_r_o_i_pooling_layer_kernel.xhtml">NEROIPoolingLayerKernel</a>.  
126  <a href="classarm__compute_1_1_n_e_r_o_i_pooling_layer.xhtml#details">More...</a></p>
127
128 <p><code>#include &lt;<a class="el" href="_n_e_r_o_i_pooling_layer_8h_source.xhtml">NEROIPoolingLayer.h</a>&gt;</code></p>
129 <div class="dynheader">
130 Collaboration diagram for NEROIPoolingLayer:</div>
131 <div class="dyncontent">
132 <div class="center"><iframe scrolling="no" frameborder="0" src="classarm__compute_1_1_n_e_r_o_i_pooling_layer__coll__graph.svg" width="154" height="112"><p><b>This browser is not able to show SVG: try Firefox, Chrome, Safari, or Opera instead.</b></p></iframe>
133 </div>
134 <center><span class="legend">[<a target="top" href="graph_legend.xhtml">legend</a>]</span></center></div>
135 <table class="memberdecls">
136 <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-methods"></a>
137 Public Member Functions</h2></td></tr>
138 <tr class="memitem:a25e24d127134f9fd599195250c19444b"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_n_e_r_o_i_pooling_layer.xhtml#a25e24d127134f9fd599195250c19444b">NEROIPoolingLayer</a> ()</td></tr>
139 <tr class="memdesc:a25e24d127134f9fd599195250c19444b"><td class="mdescLeft">&#160;</td><td class="mdescRight">Constructor.  <a href="#a25e24d127134f9fd599195250c19444b">More...</a><br /></td></tr>
140 <tr class="separator:a25e24d127134f9fd599195250c19444b"><td class="memSeparator" colspan="2">&#160;</td></tr>
141 <tr class="memitem:adeb567b082b0ce7612d13bc1068db5d8"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_n_e_r_o_i_pooling_layer.xhtml#adeb567b082b0ce7612d13bc1068db5d8">configure</a> (const <a class="el" href="classarm__compute_1_1_i_tensor.xhtml">ITensor</a> *input, const <a class="el" href="namespacearm__compute.xhtml#ae273be451a4d6de5fa255cb8fb09a64b">IROIArray</a> *rois, <a class="el" href="classarm__compute_1_1_i_tensor.xhtml">ITensor</a> *output, const <a class="el" href="classarm__compute_1_1_r_o_i_pooling_layer_info.xhtml">ROIPoolingLayerInfo</a> &amp;pool_info)</td></tr>
142 <tr class="memdesc:adeb567b082b0ce7612d13bc1068db5d8"><td class="mdescLeft">&#160;</td><td class="mdescRight">Set the input and output tensors.  <a href="#adeb567b082b0ce7612d13bc1068db5d8">More...</a><br /></td></tr>
143 <tr class="separator:adeb567b082b0ce7612d13bc1068db5d8"><td class="memSeparator" colspan="2">&#160;</td></tr>
144 <tr class="memitem:ad1717410afd0be936c6213a63c8005fb"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_n_e_r_o_i_pooling_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">run</a> () override</td></tr>
145 <tr class="memdesc:ad1717410afd0be936c6213a63c8005fb"><td class="mdescLeft">&#160;</td><td class="mdescRight">Run the kernels contained in the function.  <a href="#ad1717410afd0be936c6213a63c8005fb">More...</a><br /></td></tr>
146 <tr class="separator:ad1717410afd0be936c6213a63c8005fb"><td class="memSeparator" colspan="2">&#160;</td></tr>
147 <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>
148 <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>
149 <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>
150 <tr class="separator:ab921ecc3f3f6ae2b4bd61f3e1998d8c4 inherit pub_methods_classarm__compute_1_1_i_function"><td class="memSeparator" colspan="2">&#160;</td></tr>
151 <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>
152 <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>
153 <tr class="separator:a820f7291c24155a2980512fae45aac26 inherit pub_methods_classarm__compute_1_1_i_function"><td class="memSeparator" colspan="2">&#160;</td></tr>
154 </table>
155 <a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
156 <div class="textblock"><p>Basic function to run <a class="el" href="classarm__compute_1_1_n_e_r_o_i_pooling_layer_kernel.xhtml">NEROIPoolingLayerKernel</a>. </p>
157 <p>This function calls the following NEON kernels:</p><ol type="1">
158 <li><a class="el" href="classarm__compute_1_1_n_e_r_o_i_pooling_layer_kernel.xhtml">NEROIPoolingLayerKernel</a> </li>
159 </ol>
160
161 <p>Definition at line <a class="el" href="_n_e_r_o_i_pooling_layer_8h_source.xhtml#l00042">42</a> of file <a class="el" href="_n_e_r_o_i_pooling_layer_8h_source.xhtml">NEROIPoolingLayer.h</a>.</p>
162 </div><h2 class="groupheader">Constructor &amp; Destructor Documentation</h2>
163 <a class="anchor" id="a25e24d127134f9fd599195250c19444b"></a>
164 <div class="memitem">
165 <div class="memproto">
166       <table class="memname">
167         <tr>
168           <td class="memname"><a class="el" href="classarm__compute_1_1_n_e_r_o_i_pooling_layer.xhtml">NEROIPoolingLayer</a> </td>
169           <td>(</td>
170           <td class="paramname"></td><td>)</td>
171           <td></td>
172         </tr>
173       </table>
174 </div><div class="memdoc">
175
176 <p>Constructor. </p>
177
178 </div>
179 </div>
180 <h2 class="groupheader">Member Function Documentation</h2>
181 <a class="anchor" id="adeb567b082b0ce7612d13bc1068db5d8"></a>
182 <div class="memitem">
183 <div class="memproto">
184       <table class="memname">
185         <tr>
186           <td class="memname">void configure </td>
187           <td>(</td>
188           <td class="paramtype">const <a class="el" href="classarm__compute_1_1_i_tensor.xhtml">ITensor</a> *&#160;</td>
189           <td class="paramname"><em>input</em>, </td>
190         </tr>
191         <tr>
192           <td class="paramkey"></td>
193           <td></td>
194           <td class="paramtype">const <a class="el" href="namespacearm__compute.xhtml#ae273be451a4d6de5fa255cb8fb09a64b">IROIArray</a> *&#160;</td>
195           <td class="paramname"><em>rois</em>, </td>
196         </tr>
197         <tr>
198           <td class="paramkey"></td>
199           <td></td>
200           <td class="paramtype"><a class="el" href="classarm__compute_1_1_i_tensor.xhtml">ITensor</a> *&#160;</td>
201           <td class="paramname"><em>output</em>, </td>
202         </tr>
203         <tr>
204           <td class="paramkey"></td>
205           <td></td>
206           <td class="paramtype">const <a class="el" href="classarm__compute_1_1_r_o_i_pooling_layer_info.xhtml">ROIPoolingLayerInfo</a> &amp;&#160;</td>
207           <td class="paramname"><em>pool_info</em>&#160;</td>
208         </tr>
209         <tr>
210           <td></td>
211           <td>)</td>
212           <td></td><td></td>
213         </tr>
214       </table>
215 </div><div class="memdoc">
216
217 <p>Set the input and output tensors. </p>
218 <dl class="params"><dt>Parameters</dt><dd>
219   <table class="params">
220     <tr><td class="paramdir">[in]</td><td class="paramname">input</td><td>Source tensor. Data types supported: F32. </td></tr>
221     <tr><td class="paramdir">[in]</td><td class="paramname">rois</td><td><a class="el" href="classarm__compute_1_1_array.xhtml" title="Basic implementation of the IArray interface which allocates a static number of T values...">Array</a> containing <a class="el" href="structarm__compute_1_1_r_o_i.xhtml">ROI</a>. </td></tr>
222     <tr><td class="paramdir">[out]</td><td class="paramname">output</td><td>Destination tensor. Data types supported: Same as <code>input</code>. </td></tr>
223     <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_r_o_i_pooling_layer_info.xhtml">ROIPoolingLayerInfo</a>.</td></tr>
224   </table>
225   </dd>
226 </dl>
227 <dl class="section note"><dt>Note</dt><dd>The x and y dimensions of <code>output</code> tensor must be the same as that specified by <code>pool_info</code> 's pooled width and pooled height. </dd>
228 <dd>
229 The z dimensions of <code>output</code> tensor and <code>input</code> tensor must be the same. </dd>
230 <dd>
231 The fourth dimension of <code>output</code> tensor must be the same as the number of elements in <code>rois</code> array. </dd></dl>
232
233 </div>
234 </div>
235 <a class="anchor" id="ad1717410afd0be936c6213a63c8005fb"></a>
236 <div class="memitem">
237 <div class="memproto">
238 <table class="mlabels">
239   <tr>
240   <td class="mlabels-left">
241       <table class="memname">
242         <tr>
243           <td class="memname">void run </td>
244           <td>(</td>
245           <td class="paramname"></td><td>)</td>
246           <td></td>
247         </tr>
248       </table>
249   </td>
250   <td class="mlabels-right">
251 <span class="mlabels"><span class="mlabel">override</span><span class="mlabel">virtual</span></span>  </td>
252   </tr>
253 </table>
254 </div><div class="memdoc">
255
256 <p>Run the kernels contained in the function. </p>
257 <p>For NEON kernels:</p><ul>
258 <li>Multi-threading is used for the kernels which are parallelisable.</li>
259 <li>By default std::thread::hardware_concurrency() threads are used.</li>
260 </ul>
261 <dl class="section note"><dt>Note</dt><dd><a class="el" href="classarm__compute_1_1_c_p_p_scheduler.xhtml#ae64eebaa07f4d2da6cc2ba538c3cb095">CPPScheduler::set_num_threads()</a> can be used to manually set the number of threads</dd></dl>
262 <p>For OpenCL kernels:</p><ul>
263 <li>All the kernels are enqueued on the queue associated with <a class="el" href="classarm__compute_1_1_c_l_scheduler.xhtml" title="Provides global access to a CL context and command queue. ">CLScheduler</a>.</li>
264 <li>The queue is then flushed.</li>
265 </ul>
266 <dl class="section note"><dt>Note</dt><dd>The function will not block until the kernels are executed. It is the user's responsibility to wait. </dd>
267 <dd>
268 Will call <a class="el" href="classarm__compute_1_1_i_function.xhtml#a820f7291c24155a2980512fae45aac26" title="Prepare the function for executing. ">prepare()</a> on first run if hasn't been done </dd></dl>
269
270 <p>Implements <a class="el" href="classarm__compute_1_1_i_function.xhtml#a18954417d3124a8095783ea13dc6d00b">IFunction</a>.</p>
271
272 </div>
273 </div>
274 <hr/>The documentation for this class was generated from the following file:<ul>
275 <li>arm_compute/runtime/NEON/functions/<a class="el" href="_n_e_r_o_i_pooling_layer_8h_source.xhtml">NEROIPoolingLayer.h</a></li>
276 </ul>
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283     <li class="footer">Generated on Wed May 23 2018 11:36:43 for Compute Library by
284     <a href="http://www.doxygen.org/index.html">
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