arm_compute v17.03.1
[platform/upstream/armcl.git] / documentation / classarm__compute_1_1_c_l_convolution_square.xhtml
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117   <div class="summary">
118 <a href="#pub-methods">Public Member Functions</a>  </div>
119   <div class="headertitle">
120 <div class="title">CLConvolutionSquare&lt; matrix_size &gt; Class Template Reference</div>  </div>
121 </div><!--header-->
122 <div class="contents">
123
124 <p>Basic function to execute square convolution.Currently it supports 5x5, 7x7, 9x9.  
125  <a href="classarm__compute_1_1_c_l_convolution_square.xhtml#details">More...</a></p>
126
127 <p><code>#include &lt;<a class="el" href="_c_l_convolution_8h_source.xhtml">CLConvolution.h</a>&gt;</code></p>
128 <div class="dynheader">
129 Collaboration diagram for CLConvolutionSquare&lt; matrix_size &gt;:</div>
130 <div class="dyncontent">
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133 <center><span class="legend">[<a target="top" href="graph_legend.xhtml">legend</a>]</span></center></div>
134 <table class="memberdecls">
135 <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-methods"></a>
136 Public Member Functions</h2></td></tr>
137 <tr class="memitem:a185b873a3353e6b3595cfabf3f34a15a"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_c_l_convolution_square.xhtml#a185b873a3353e6b3595cfabf3f34a15a">CLConvolutionSquare</a> ()</td></tr>
138 <tr class="memdesc:a185b873a3353e6b3595cfabf3f34a15a"><td class="mdescLeft">&#160;</td><td class="mdescRight">Default constructor.  <a href="#a185b873a3353e6b3595cfabf3f34a15a">More...</a><br /></td></tr>
139 <tr class="separator:a185b873a3353e6b3595cfabf3f34a15a"><td class="memSeparator" colspan="2">&#160;</td></tr>
140 <tr class="memitem:a26e1b4686b1f2d591d62d11585114a82"><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_convolution_square.xhtml#a26e1b4686b1f2d591d62d11585114a82">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 int16_t *conv, uint32_t scale, <a class="el" href="namespacearm__compute.xhtml#a15a05537a472ee742404821851529327">BorderMode</a> border_mode, uint8_t constant_border_value=0)</td></tr>
141 <tr class="memdesc:a26e1b4686b1f2d591d62d11585114a82"><td class="mdescLeft">&#160;</td><td class="mdescRight">Initialize the function's source, destination, conv and border_mode.  <a href="#a26e1b4686b1f2d591d62d11585114a82">More...</a><br /></td></tr>
142 <tr class="separator:a26e1b4686b1f2d591d62d11585114a82"><td class="memSeparator" colspan="2">&#160;</td></tr>
143 <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_c_l_convolution_square.xhtml#ad1717410afd0be936c6213a63c8005fb">run</a> () override</td></tr>
144 <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>
145 <tr class="separator:ad1717410afd0be936c6213a63c8005fb"><td class="memSeparator" colspan="2">&#160;</td></tr>
146 <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>
147 <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>
148 <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>
149 <tr class="separator:ab921ecc3f3f6ae2b4bd61f3e1998d8c4 inherit pub_methods_classarm__compute_1_1_i_function"><td class="memSeparator" colspan="2">&#160;</td></tr>
150 </table>
151 <a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
152 <div class="textblock"><h3>template&lt;unsigned int matrix_size&gt;<br />
153 class arm_compute::CLConvolutionSquare&lt; matrix_size &gt;</h3>
154
155 <p>Basic function to execute square convolution.Currently it supports 5x5, 7x7, 9x9. </p>
156 <p>This function calls the following OpenCL kernels:</p>
157 <ol type="1">
158 <li><a class="el" href="classarm__compute_1_1_c_l_fill_border_kernel.xhtml">CLFillBorderKernel</a> (executed if border_mode == CONSTANT or border_mode == REPLICATE)</li>
159 <li><a class="el" href="classarm__compute_1_1_c_l_convolution_kernel.xhtml">CLConvolutionKernel</a> or<br />
160  <a class="el" href="classarm__compute_1_1_c_l_separable_convolution_hor_kernel.xhtml">CLSeparableConvolutionHorKernel</a> and <a class="el" href="classarm__compute_1_1_c_l_separable_convolution_vert_kernel.xhtml">CLSeparableConvolutionVertKernel</a> (if convolution matrix is separable) </li>
161 </ol>
162
163 <p>Definition at line <a class="el" href="_c_l_convolution_8h_source.xhtml#l00069">69</a> of file <a class="el" href="_c_l_convolution_8h_source.xhtml">CLConvolution.h</a>.</p>
164 </div><h2 class="groupheader">Constructor &amp; Destructor Documentation</h2>
165 <a class="anchor" id="a185b873a3353e6b3595cfabf3f34a15a"></a>
166 <div class="memitem">
167 <div class="memproto">
168       <table class="memname">
169         <tr>
170           <td class="memname"><a class="el" href="classarm__compute_1_1_c_l_convolution_square.xhtml">CLConvolutionSquare</a> </td>
171           <td>(</td>
172           <td class="paramname"></td><td>)</td>
173           <td></td>
174         </tr>
175       </table>
176 </div><div class="memdoc">
177
178 <p>Default constructor. </p>
179
180 </div>
181 </div>
182 <h2 class="groupheader">Member Function Documentation</h2>
183 <a class="anchor" id="a26e1b4686b1f2d591d62d11585114a82"></a>
184 <div class="memitem">
185 <div class="memproto">
186       <table class="memname">
187         <tr>
188           <td class="memname">void configure </td>
189           <td>(</td>
190           <td class="paramtype"><a class="el" href="classarm__compute_1_1_i_c_l_tensor.xhtml">ICLTensor</a> *&#160;</td>
191           <td class="paramname"><em>input</em>, </td>
192         </tr>
193         <tr>
194           <td class="paramkey"></td>
195           <td></td>
196           <td class="paramtype"><a class="el" href="classarm__compute_1_1_i_c_l_tensor.xhtml">ICLTensor</a> *&#160;</td>
197           <td class="paramname"><em>output</em>, </td>
198         </tr>
199         <tr>
200           <td class="paramkey"></td>
201           <td></td>
202           <td class="paramtype">const int16_t *&#160;</td>
203           <td class="paramname"><em>conv</em>, </td>
204         </tr>
205         <tr>
206           <td class="paramkey"></td>
207           <td></td>
208           <td class="paramtype">uint32_t&#160;</td>
209           <td class="paramname"><em>scale</em>, </td>
210         </tr>
211         <tr>
212           <td class="paramkey"></td>
213           <td></td>
214           <td class="paramtype"><a class="el" href="namespacearm__compute.xhtml#a15a05537a472ee742404821851529327">BorderMode</a>&#160;</td>
215           <td class="paramname"><em>border_mode</em>, </td>
216         </tr>
217         <tr>
218           <td class="paramkey"></td>
219           <td></td>
220           <td class="paramtype">uint8_t&#160;</td>
221           <td class="paramname"><em>constant_border_value</em> = <code>0</code>&#160;</td>
222         </tr>
223         <tr>
224           <td></td>
225           <td>)</td>
226           <td></td><td></td>
227         </tr>
228       </table>
229 </div><div class="memdoc">
230
231 <p>Initialize the function's source, destination, conv and border_mode. </p>
232 <dl class="params"><dt>Parameters</dt><dd>
233   <table class="params">
234     <tr><td class="paramdir">[in,out]</td><td class="paramname">input</td><td>Source tensor. Data types supported: U8. (Written to only for <code>border_mode</code> != UNDEFINED) </td></tr>
235     <tr><td class="paramdir">[out]</td><td class="paramname">output</td><td>Destination tensor, Data types supported: U8 or S16. </td></tr>
236     <tr><td class="paramdir">[in]</td><td class="paramname">conv</td><td>matrix_size x matrix_size S16 coefficients structured as a row-major 2D array in a linear buffer. </td></tr>
237     <tr><td class="paramdir">[in]</td><td class="paramname">scale</td><td>Scale of the convolution matrix. If 0 is passed, it will be set to the sum of the coefficients of the convolution or 1 if they add up to 0. </td></tr>
238     <tr><td class="paramdir">[in]</td><td class="paramname">border_mode</td><td>Strategy to use for borders. </td></tr>
239     <tr><td class="paramdir">[in]</td><td class="paramname">constant_border_value</td><td>(Optional) Constant value to use for borders if border_mode is set to CONSTANT. </td></tr>
240   </table>
241   </dd>
242 </dl>
243
244 <p>Referenced by <a class="el" href="cl__convolution_8cpp_source.xhtml#l00053">main_cl_convolution()</a>.</p>
245
246 </div>
247 </div>
248 <a class="anchor" id="ad1717410afd0be936c6213a63c8005fb"></a>
249 <div class="memitem">
250 <div class="memproto">
251 <table class="mlabels">
252   <tr>
253   <td class="mlabels-left">
254       <table class="memname">
255         <tr>
256           <td class="memname">void run </td>
257           <td>(</td>
258           <td class="paramname"></td><td>)</td>
259           <td></td>
260         </tr>
261       </table>
262   </td>
263   <td class="mlabels-right">
264 <span class="mlabels"><span class="mlabel">override</span><span class="mlabel">virtual</span></span>  </td>
265   </tr>
266 </table>
267 </div><div class="memdoc">
268
269 <p>Run the kernels contained in the function. </p>
270 <p>For NEON kernels:</p><ul>
271 <li>Multi-threading is used for the kernels which are parallelisable.</li>
272 <li>By default std::thread::hardware_concurrency() threads are used.</li>
273 </ul>
274 <dl class="section note"><dt>Note</dt><dd><a class="el" href="classarm__compute_1_1_c_p_p_scheduler.xhtml#ae9dc1846ff1612778bbac85d46344aef">CPPScheduler::force_number_of_threads()</a> can be used to manually set the number of threads</dd></dl>
275 <p>For OpenCL kernels:</p><ul>
276 <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>
277 <li>The queue is then flushed.</li>
278 </ul>
279 <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></dl>
280
281 <p>Implements <a class="el" href="classarm__compute_1_1_i_function.xhtml#a18954417d3124a8095783ea13dc6d00b">IFunction</a>.</p>
282
283 <p>Referenced by <a class="el" href="cl__convolution_8cpp_source.xhtml#l00053">main_cl_convolution()</a>.</p>
284
285 </div>
286 </div>
287 <hr/>The documentation for this class was generated from the following file:<ul>
288 <li>arm_compute/runtime/CL/functions/<a class="el" href="_c_l_convolution_8h_source.xhtml">CLConvolution.h</a></li>
289 </ul>
290 </div><!-- contents -->
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