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 114
 115 <div class="header">
 116   <div class="summary">
 117 <a href="#pub-methods">Public Member Functions</a>  </div>
 118   <div class="headertitle">
 119 <div class="title">IFunction Class Reference<span class="mlabels"><span class="mlabel">abstract</span></span></div>  </div>
 120 </div><!--header-->
 121 <div class="contents">
 122
 123 <p>Base class for all functions.
 124  <a href="classarm__compute_1_1_i_function.xhtml#details">More...</a></p>
 125
 126 <p><code>#include &lt;<a class="el" href="_i_function_8h_source.xhtml">IFunction.h</a>&gt;</code></p>
 127 <table class="memberdecls">
 128 <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-methods"></a>
 129 Public Member Functions</h2></td></tr>
 130 <tr class="memitem:a18954417d3124a8095783ea13dc6d00b"><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#a18954417d3124a8095783ea13dc6d00b">run</a> ()=0</td></tr>
 131 <tr class="memdesc:a18954417d3124a8095783ea13dc6d00b"><td class="mdescLeft">&#160;</td><td class="mdescRight">Run the kernels contained in the function.  <a href="#a18954417d3124a8095783ea13dc6d00b">More...</a><br/></td></tr>
 132 <tr class="separator:a18954417d3124a8095783ea13dc6d00b"><td class="memSeparator" colspan="2">&#160;</td></tr>
 133 <tr class="memitem:ab921ecc3f3f6ae2b4bd61f3e1998d8c4"><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>
 134 <tr class="memdesc:ab921ecc3f3f6ae2b4bd61f3e1998d8c4"><td class="mdescLeft">&#160;</td><td class="mdescRight">Destructor.  <a href="#ab921ecc3f3f6ae2b4bd61f3e1998d8c4">More...</a><br/></td></tr>
 135 <tr class="separator:ab921ecc3f3f6ae2b4bd61f3e1998d8c4"><td class="memSeparator" colspan="2">&#160;</td></tr>
 136 </table>
 137 <a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
 138 <div class="textblock"><p>Base class for all functions. </p>
 139
 140 <p>Definition at line <a class="el" href="_i_function_8h_source.xhtml#l00030">30</a> of file <a class="el" href="_i_function_8h_source.xhtml">IFunction.h</a>.</p>
 141 </div><h2 class="groupheader">Constructor &amp; Destructor Documentation</h2>
 142 <a class="anchor" id="ab921ecc3f3f6ae2b4bd61f3e1998d8c4"></a>
 143 <div class="memitem">
 144 <div class="memproto">
 145 <table class="mlabels">
 146   <tr>
 147   <td class="mlabels-left">
 148       <table class="memname">
 149         <tr>
 150           <td class="memname">virtual ~<a class="el" href="classarm__compute_1_1_i_function.xhtml">IFunction</a> </td>
 151           <td>(</td>
 152           <td class="paramname"></td><td>)</td>
 153           <td></td>
 154         </tr>
 155       </table>
 156   </td>
 157   <td class="mlabels-right">
 158 <span class="mlabels"><span class="mlabel">virtual</span><span class="mlabel">default</span></span>  </td>
 159   </tr>
 160 </table>
 161 </div><div class="memdoc">
 162
 163 <p>Destructor. </p>
 164
 165 </div>
 166 </div>
 167 <h2 class="groupheader">Member Function Documentation</h2>
 168 <a class="anchor" id="a18954417d3124a8095783ea13dc6d00b"></a>
 169 <div class="memitem">
 170 <div class="memproto">
 171 <table class="mlabels">
 172   <tr>
 173   <td class="mlabels-left">
 174       <table class="memname">
 175         <tr>
 176           <td class="memname">virtual void run </td>
 177           <td>(</td>
 178           <td class="paramname"></td><td>)</td>
 179           <td></td>
 180         </tr>
 181       </table>
 182   </td>
 183   <td class="mlabels-right">
 184 <span class="mlabels"><span class="mlabel">pure virtual</span></span>  </td>
 185   </tr>
 186 </table>
 187 </div><div class="memdoc">
 188
 189 <p>Run the kernels contained in the function. </p>
 190 <p>For NEON kernels:</p>
 191 <ul>
 192 <li>Multi-threading is used for the kernels which are parallelisable.</li>
 193 <li>By default std::thread::hardware_concurrency() threads are used.</li>
 194 </ul>
 195 <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>
 196 <p>For OpenCL kernels:</p>
 197 <ul>
 198 <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>
 199 <li>The queue is then flushed.</li>
 200 </ul>
 201 <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>
 202
 203 <p>Implemented in <a class="el" href="classarm__compute_1_1_n_e_gaussian_pyramid_orb.xhtml#ad1717410afd0be936c6213a63c8005fb">NEGaussianPyramidOrb</a>, <a class="el" href="classarm__compute_1_1_c_l_gaussian_pyramid_orb.xhtml#ad1717410afd0be936c6213a63c8005fb">CLGaussianPyramidOrb</a>, <a class="el" href="classarm__compute_1_1_c_l_convolution_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">CLConvolutionLayer</a>, <a class="el" href="classarm__compute_1_1_n_e_convolution_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">NEConvolutionLayer</a>, <a class="el" href="classarm__compute_1_1_n_e_fully_connected_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">NEFullyConnectedLayer</a>, <a class="el" href="classarm__compute_1_1_c_l_optical_flow.xhtml#ad1717410afd0be936c6213a63c8005fb">CLOpticalFlow</a>, <a class="el" href="classarm__compute_1_1_c_l_depthwise_convolution.xhtml#ad1717410afd0be936c6213a63c8005fb">CLDepthwiseConvolution</a>, <a class="el" href="classarm__compute_1_1_n_e_gaussian_pyramid_half.xhtml#ad1717410afd0be936c6213a63c8005fb">NEGaussianPyramidHalf</a>, <a class="el" href="classarm__compute_1_1_c_l_gaussian_pyramid_half.xhtml#ad1717410afd0be936c6213a63c8005fb">CLGaussianPyramidHalf</a>, <a class="el" href="classarm__compute_1_1_c_l_convolution_square.xhtml#ad1717410afd0be936c6213a63c8005fb">CLConvolutionSquare&lt; matrix_size &gt;</a>, <a class="el" href="classarm__compute_1_1_c_l_h_o_g_multi_detection.xhtml#ad1717410afd0be936c6213a63c8005fb">CLHOGMultiDetection</a>, <a class="el" href="classarm__compute_1_1_n_e_convolution_square.xhtml#ad1717410afd0be936c6213a63c8005fb">NEConvolutionSquare&lt; matrix_size &gt;</a>, <a class="el" href="classarm__compute_1_1_n_e_h_o_g_multi_detection.xhtml#ad1717410afd0be936c6213a63c8005fb">NEHOGMultiDetection</a>, <a class="el" href="classarm__compute_1_1_n_e_harris_corners.xhtml#ad1717410afd0be936c6213a63c8005fb">NEHarrisCorners</a>, <a class="el" href="classarm__compute_1_1_c_l_harris_corners.xhtml#ad1717410afd0be936c6213a63c8005fb">CLHarrisCorners</a>, <a class="el" href="classarm__compute_1_1_c_l_laplacian_reconstruct.xhtml#ad1717410afd0be936c6213a63c8005fb">CLLaplacianReconstruct</a>, <a class="el" href="classarm__compute_1_1_n_e_canny_edge.xhtml#ad1717410afd0be936c6213a63c8005fb">NECannyEdge</a>, <a class="el" href="classarm__compute_1_1_n_e_laplacian_reconstruct.xhtml#ad1717410afd0be936c6213a63c8005fb">NELaplacianReconstruct</a>, <a class="el" href="classarm__compute_1_1_n_e_optical_flow.xhtml#ad1717410afd0be936c6213a63c8005fb">NEOpticalFlow</a>, <a class="el" href="classarm__compute_1_1_c_l_fully_connected_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">CLFullyConnectedLayer</a>, <a class="el" href="classarm__compute_1_1_n_e_g_e_m_m_lowp.xhtml#ad1717410afd0be936c6213a63c8005fb">NEGEMMLowp</a>, <a class="el" href="classarm__compute_1_1_c_l_g_e_m_m_lowp.xhtml#ad1717410afd0be936c6213a63c8005fb">CLGEMMLowp</a>, <a class="el" href="classarm__compute_1_1_c_l_fast_corners.xhtml#ad1717410afd0be936c6213a63c8005fb">CLFastCorners</a>, <a class="el" href="classarm__compute_1_1_c_l_g_e_m_m.xhtml#ad1717410afd0be936c6213a63c8005fb">CLGEMM</a>, <a class="el" href="classarm__compute_1_1_c_l_laplacian_pyramid.xhtml#ad1717410afd0be936c6213a63c8005fb">CLLaplacianPyramid</a>, <a class="el" href="classarm__compute_1_1_n_e_direct_convolution_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">NEDirectConvolutionLayer</a>, <a class="el" href="classarm__compute_1_1_n_e_laplacian_pyramid.xhtml#ad1717410afd0be936c6213a63c8005fb">NELaplacianPyramid</a>, <a class="el" href="classarm__compute_1_1_c_l_min_max_location.xhtml#ad1717410afd0be936c6213a63c8005fb">CLMinMaxLocation</a>, <a class="el" href="classarm__compute_1_1_n_e_fast_corners.xhtml#ad1717410afd0be936c6213a63c8005fb">NEFastCorners</a>, <a class="el" href="classarm__compute_1_1_n_e_g_e_m_m.xhtml#ad1717410afd0be936c6213a63c8005fb">NEGEMM</a>, <a class="el" href="classarm__compute_1_1_c_l_canny_edge.xhtml#a108972ffc2f5536ceee15428b2b130ad">CLCannyEdge</a>, <a class="el" href="classarm__compute_1_1_c_l_locally_connected_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">CLLocallyConnectedLayer</a>, <a class="el" href="classarm__compute_1_1_n_e_locally_connected_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">NELocallyConnectedLayer</a>, <a class="el" href="classarm__compute_1_1_c_l_depthwise_separable_convolution_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">CLDepthwiseSeparableConvolutionLayer</a>, <a class="el" href="classarm__compute_1_1_c_l_h_o_g_detector.xhtml#ad1717410afd0be936c6213a63c8005fb">CLHOGDetector</a>, <a class="el" href="classarm__compute_1_1_n_e_sobel5x5.xhtml#ad1717410afd0be936c6213a63c8005fb">NESobel5x5</a>, <a class="el" href="classarm__compute_1_1_n_e_sobel7x7.xhtml#ad1717410afd0be936c6213a63c8005fb">NESobel7x7</a>, <a class="el" href="classarm__compute_1_1_c_l_sobel5x5.xhtml#ad1717410afd0be936c6213a63c8005fb">CLSobel5x5</a>, <a class="el" href="classarm__compute_1_1_c_l_sobel7x7.xhtml#ad1717410afd0be936c6213a63c8005fb">CLSobel7x7</a>, <a class="el" href="classarm__compute_1_1_n_e_convolution_layer_reshape_weights.xhtml#ad1717410afd0be936c6213a63c8005fb">NEConvolutionLayerReshapeWeights</a>, <a class="el" href="classarm__compute_1_1_c_l_convolution_layer_reshape_weights.xhtml#ad1717410afd0be936c6213a63c8005fb">CLConvolutionLayerReshapeWeights</a>, <a class="el" href="classarm__compute_1_1_c_l_h_o_g_gradient.xhtml#ad1717410afd0be936c6213a63c8005fb">CLHOGGradient</a>, <a class="el" href="classarm__compute_1_1_n_e_gaussian5x5.xhtml#ad1717410afd0be936c6213a63c8005fb">NEGaussian5x5</a>, <a class="el" href="classarm__compute_1_1_n_e_h_o_g_gradient.xhtml#ad1717410afd0be936c6213a63c8005fb">NEHOGGradient</a>, <a class="el" href="classarm__compute_1_1_n_e_normalization_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">NENormalizationLayer</a>, <a class="el" href="classarm__compute_1_1_c_l_batch_normalization_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">CLBatchNormalizationLayer</a>, <a class="el" href="classarm__compute_1_1_c_l_gaussian5x5.xhtml#ad1717410afd0be936c6213a63c8005fb">CLGaussian5x5</a>, <a class="el" href="classarm__compute_1_1_c_l_h_o_g_descriptor.xhtml#ad1717410afd0be936c6213a63c8005fb">CLHOGDescriptor</a>, <a class="el" href="classarm__compute_1_1_n_e_min_max_location.xhtml#ad1717410afd0be936c6213a63c8005fb">NEMinMaxLocation</a>, <a class="el" href="classarm__compute_1_1_n_e_batch_normalization_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">NEBatchNormalizationLayer</a>, <a class="el" href="classarm__compute_1_1_n_e_derivative.xhtml#ad1717410afd0be936c6213a63c8005fb">NEDerivative</a>, <a class="el" href="classarm__compute_1_1_n_e_equalize_histogram.xhtml#ad1717410afd0be936c6213a63c8005fb">NEEqualizeHistogram</a>, <a class="el" href="classarm__compute_1_1_n_e_h_o_g_descriptor.xhtml#ad1717410afd0be936c6213a63c8005fb">NEHOGDescriptor</a>, <a class="el" href="classarm__compute_1_1_c_l_depthwise_convolution3x3.xhtml#ad1717410afd0be936c6213a63c8005fb">CLDepthwiseConvolution3x3</a>, <a class="el" href="classarm__compute_1_1_c_l_dequantization_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">CLDequantizationLayer</a>, <a class="el" href="classarm__compute_1_1_c_l_softmax_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">CLSoftmaxLayer</a>, <a class="el" href="classarm__compute_1_1_n_e_fully_connected_layer_reshape_weights.xhtml#ad1717410afd0be936c6213a63c8005fb">NEFullyConnectedLayerReshapeWeights</a>, <a class="el" href="classarm__compute_1_1_n_e_r_o_i_pooling_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">NEROIPoolingLayer</a>, <a class="el" href="classarm__compute_1_1_c_l_depth_concatenate.xhtml#ad1717410afd0be936c6213a63c8005fb">CLDepthConcatenate</a>, <a class="el" href="classarm__compute_1_1_c_l_histogram.xhtml#ad1717410afd0be936c6213a63c8005fb">CLHistogram</a>, <a class="el" href="classarm__compute_1_1_c_l_normalization_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">CLNormalizationLayer</a>, <a class="el" href="classarm__compute_1_1_c_l_reduction_operation.xhtml#ad1717410afd0be936c6213a63c8005fb">CLReductionOperation</a>, <a class="el" href="classarm__compute_1_1_n_e_l2_normalize.xhtml#ad1717410afd0be936c6213a63c8005fb">NEL2Normalize</a>, <a class="el" href="classarm__compute_1_1_c_l_l2_normalize.xhtml#ad1717410afd0be936c6213a63c8005fb">CLL2Normalize</a>, <a class="el" href="classarm__compute_1_1_n_e_quantization_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">NEQuantizationLayer</a>, <a class="el" href="classarm__compute_1_1_n_e_softmax_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">NESoftmaxLayer</a>, <a class="el" href="classarm__compute_1_1_c_l_equalize_histogram.xhtml#ad1717410afd0be936c6213a63c8005fb">CLEqualizeHistogram</a>, <a class="el" href="classarm__compute_1_1_n_e_dequantization_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">NEDequantizationLayer</a>, <a class="el" href="classarm__compute_1_1_n_e_scale.xhtml#ad1717410afd0be936c6213a63c8005fb">NEScale</a>, <a class="el" href="classarm__compute_1_1_c_l_direct_convolution_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">CLDirectConvolutionLayer</a>, <a class="el" href="classarm__compute_1_1_c_l_quantization_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">CLQuantizationLayer</a>, <a class="el" href="classarm__compute_1_1_n_e_depth_concatenate.xhtml#ad1717410afd0be936c6213a63c8005fb">NEDepthConcatenate</a>, <a class="el" href="classarm__compute_1_1_n_e_reduction_operation.xhtml#ad1717410afd0be936c6213a63c8005fb">NEReductionOperation</a>, <a class="el" href="classarm__compute_1_1graph_1_1_c_l_map.xhtml#ad1717410afd0be936c6213a63c8005fb">CLMap</a>, <a class="el" href="classarm__compute_1_1graph_1_1_c_l_unmap.xhtml#ad1717410afd0be936c6213a63c8005fb">CLUnmap</a>, <a class="el" href="classarm__compute_1_1_n_e_mean_std_dev.xhtml#ad1717410afd0be936c6213a63c8005fb">NEMeanStdDev</a>, <a class="el" href="classarm__compute_1_1_c_l_integral_image.xhtml#ad1717410afd0be936c6213a63c8005fb">CLIntegralImage</a>, <a class="el" href="classarm__compute_1_1_n_e_fill_border.xhtml#ad1717410afd0be93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