arm_compute v18.01

Change-Id: I9bfa178c2e38bfd5fc812e62aab6760d87748e05
diff --git a/documentation/namespacearm__compute.xhtml b/documentation/namespacearm__compute.xhtml
index 34026f1..cb76a25 100644
--- a/documentation/namespacearm__compute.xhtml
+++ b/documentation/namespacearm__compute.xhtml
@@ -40,7 +40,7 @@
  <tr style="height: 56px;">
   <td style="padding-left: 0.5em;">
    <div id="projectname">Compute Library
-   &#160;<span id="projectnumber">17.12</span>
+   &#160;<span id="projectnumber">18.01</span>
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  </tr>
@@ -134,6 +134,8 @@
 <tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
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 <tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:namespacearm__compute_1_1gles__compute"><td class="memItemLeft" align="right" valign="top"> &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacearm__compute_1_1gles__compute.xhtml">gles_compute</a></td></tr>
+<tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
 <tr class="memitem:namespacearm__compute_1_1graph"><td class="memItemLeft" align="right" valign="top"> &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacearm__compute_1_1graph.xhtml">graph</a></td></tr>
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 <tr class="memitem:namespacearm__compute_1_1graph__utils"><td class="memItemLeft" align="right" valign="top"> &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacearm__compute_1_1graph__utils.xhtml">graph_utils</a></td></tr>
@@ -333,6 +335,15 @@
 <tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_c_l_copy_to_array_kernel.xhtml">CLCopyToArrayKernel</a></td></tr>
 <tr class="memdesc:"><td class="mdescLeft">&#160;</td><td class="mdescRight">CL kernel to copy keypoints information to ICLKeyPointArray and counts the number of key points.  <a href="classarm__compute_1_1_c_l_copy_to_array_kernel.xhtml#details">More...</a><br /></td></tr>
 <tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_c_l_deconvolution_layer.xhtml">CLDeconvolutionLayer</a></td></tr>
+<tr class="memdesc:"><td class="mdescLeft">&#160;</td><td class="mdescRight">Function to run the deconvolution layer.  <a href="classarm__compute_1_1_c_l_deconvolution_layer.xhtml#details">More...</a><br /></td></tr>
+<tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_c_l_deconvolution_layer_upsample.xhtml">CLDeconvolutionLayerUpsample</a></td></tr>
+<tr class="memdesc:"><td class="mdescLeft">&#160;</td><td class="mdescRight">Basic function to run <a class="el" href="classarm__compute_1_1_c_l_deconvolution_layer_upsample_kernel.xhtml">CLDeconvolutionLayerUpsampleKernel</a>.  <a href="classarm__compute_1_1_c_l_deconvolution_layer_upsample.xhtml#details">More...</a><br /></td></tr>
+<tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_c_l_deconvolution_layer_upsample_kernel.xhtml">CLDeconvolutionLayerUpsampleKernel</a></td></tr>
+<tr class="memdesc:"><td class="mdescLeft">&#160;</td><td class="mdescRight">Interface for the Deconvolution layer kernel on OpenCL.  <a href="classarm__compute_1_1_c_l_deconvolution_layer_upsample_kernel.xhtml#details">More...</a><br /></td></tr>
+<tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
 <tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_c_l_depth_concatenate_layer.xhtml">CLDepthConcatenateLayer</a></td></tr>
 <tr class="memdesc:"><td class="mdescLeft">&#160;</td><td class="mdescRight">Basic function to execute concatenate tensors along z axis.  <a href="classarm__compute_1_1_c_l_depth_concatenate_layer.xhtml#details">More...</a><br /></td></tr>
 <tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
@@ -687,6 +698,12 @@
 <tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_c_l_optical_flow.xhtml">CLOpticalFlow</a></td></tr>
 <tr class="memdesc:"><td class="mdescLeft">&#160;</td><td class="mdescRight">Basic function to execute optical flow.  <a href="classarm__compute_1_1_c_l_optical_flow.xhtml#details">More...</a><br /></td></tr>
 <tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_c_l_permute.xhtml">CLPermute</a></td></tr>
+<tr class="memdesc:"><td class="mdescLeft">&#160;</td><td class="mdescRight">Basic function to execute an <a class="el" href="classarm__compute_1_1_c_l_permute_kernel.xhtml">CLPermuteKernel</a>.  <a href="classarm__compute_1_1_c_l_permute.xhtml#details">More...</a><br /></td></tr>
+<tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_c_l_permute_kernel.xhtml">CLPermuteKernel</a></td></tr>
+<tr class="memdesc:"><td class="mdescLeft">&#160;</td><td class="mdescRight">OpenCL kernel to perform tensor permutation.  <a href="classarm__compute_1_1_c_l_permute_kernel.xhtml#details">More...</a><br /></td></tr>
+<tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
 <tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_c_l_phase.xhtml">CLPhase</a></td></tr>
 <tr class="memdesc:"><td class="mdescLeft">&#160;</td><td class="mdescRight">Basic function to execute an <a class="el" href="classarm__compute_1_1_c_l_magnitude_phase_kernel.xhtml">CLMagnitudePhaseKernel</a>.  <a href="classarm__compute_1_1_c_l_phase.xhtml#details">More...</a><br /></td></tr>
 <tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
@@ -884,6 +901,12 @@
 <tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_g_c_activation_layer_kernel.xhtml">GCActivationLayerKernel</a></td></tr>
 <tr class="memdesc:"><td class="mdescLeft">&#160;</td><td class="mdescRight">Interface for the activation layer kernel.  <a href="classarm__compute_1_1_g_c_activation_layer_kernel.xhtml#details">More...</a><br /></td></tr>
 <tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_g_c_arithmetic_addition.xhtml">GCArithmeticAddition</a></td></tr>
+<tr class="memdesc:"><td class="mdescLeft">&#160;</td><td class="mdescRight">Basic function to run <a class="el" href="classarm__compute_1_1_g_c_arithmetic_addition_kernel.xhtml">GCArithmeticAdditionKernel</a>.  <a href="classarm__compute_1_1_g_c_arithmetic_addition.xhtml#details">More...</a><br /></td></tr>
+<tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_g_c_arithmetic_addition_kernel.xhtml">GCArithmeticAdditionKernel</a></td></tr>
+<tr class="memdesc:"><td class="mdescLeft">&#160;</td><td class="mdescRight">Interface for the arithmetic addition kernel.  <a href="classarm__compute_1_1_g_c_arithmetic_addition_kernel.xhtml#details">More...</a><br /></td></tr>
+<tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
 <tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_g_c_batch_normalization_layer.xhtml">GCBatchNormalizationLayer</a></td></tr>
 <tr class="memdesc:"><td class="mdescLeft">&#160;</td><td class="mdescRight">Basic function to run <a class="el" href="classarm__compute_1_1_g_c_batch_normalization_layer_kernel.xhtml">GCBatchNormalizationLayerKernel</a> and simulate a batch normalization layer.  <a href="classarm__compute_1_1_g_c_batch_normalization_layer.xhtml#details">More...</a><br /></td></tr>
 <tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
@@ -893,12 +916,24 @@
 <tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_g_c_col2_im_kernel.xhtml">GCCol2ImKernel</a></td></tr>
 <tr class="memdesc:"><td class="mdescLeft">&#160;</td><td class="mdescRight">Interface for the col2im reshaping kernel.  <a href="classarm__compute_1_1_g_c_col2_im_kernel.xhtml#details">More...</a><br /></td></tr>
 <tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_g_c_convolution_layer.xhtml">GCConvolutionLayer</a></td></tr>
+<tr class="memdesc:"><td class="mdescLeft">&#160;</td><td class="mdescRight">Basic function to compute the convolution layer.  <a href="classarm__compute_1_1_g_c_convolution_layer.xhtml#details">More...</a><br /></td></tr>
+<tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_g_c_convolution_layer_reshape_weights.xhtml">GCConvolutionLayerReshapeWeights</a></td></tr>
+<tr class="memdesc:"><td class="mdescLeft">&#160;</td><td class="mdescRight">Function to reshape and transpose the weights.  <a href="classarm__compute_1_1_g_c_convolution_layer_reshape_weights.xhtml#details">More...</a><br /></td></tr>
+<tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
 <tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_g_c_depth_concatenate_layer.xhtml">GCDepthConcatenateLayer</a></td></tr>
 <tr class="memdesc:"><td class="mdescLeft">&#160;</td><td class="mdescRight">Basic function to execute concatenate tensors along z axis.  <a href="classarm__compute_1_1_g_c_depth_concatenate_layer.xhtml#details">More...</a><br /></td></tr>
 <tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
 <tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_g_c_depth_concatenate_layer_kernel.xhtml">GCDepthConcatenateLayerKernel</a></td></tr>
 <tr class="memdesc:"><td class="mdescLeft">&#160;</td><td class="mdescRight">Interface for the depth concatenate kernel.  <a href="classarm__compute_1_1_g_c_depth_concatenate_layer_kernel.xhtml#details">More...</a><br /></td></tr>
 <tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_g_c_depthwise_convolution_layer3x3.xhtml">GCDepthwiseConvolutionLayer3x3</a></td></tr>
+<tr class="memdesc:"><td class="mdescLeft">&#160;</td><td class="mdescRight">Basic function to execute a depthwise convolution for kernel size 3x3xC.  <a href="classarm__compute_1_1_g_c_depthwise_convolution_layer3x3.xhtml#details">More...</a><br /></td></tr>
+<tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_g_c_depthwise_convolution_layer3x3_kernel.xhtml">GCDepthwiseConvolutionLayer3x3Kernel</a></td></tr>
+<tr class="memdesc:"><td class="mdescLeft">&#160;</td><td class="mdescRight">Interface for the kernel to run a 3x3 depthwise convolution on a tensor.  <a href="classarm__compute_1_1_g_c_depthwise_convolution_layer3x3_kernel.xhtml#details">More...</a><br /></td></tr>
+<tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
 <tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_g_c_direct_convolution_layer.xhtml">GCDirectConvolutionLayer</a></td></tr>
 <tr class="memdesc:"><td class="mdescLeft">&#160;</td><td class="mdescRight">Basic function to execute direct convolution function:  <a href="classarm__compute_1_1_g_c_direct_convolution_layer.xhtml#details">More...</a><br /></td></tr>
 <tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
@@ -971,6 +1006,12 @@
 <tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_g_c_normalization_layer_kernel.xhtml">GCNormalizationLayerKernel</a></td></tr>
 <tr class="memdesc:"><td class="mdescLeft">&#160;</td><td class="mdescRight">Interface for the normalization layer kernel.  <a href="classarm__compute_1_1_g_c_normalization_layer_kernel.xhtml#details">More...</a><br /></td></tr>
 <tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_g_c_normalize_planar_y_u_v_layer.xhtml">GCNormalizePlanarYUVLayer</a></td></tr>
+<tr class="memdesc:"><td class="mdescLeft">&#160;</td><td class="mdescRight">Basic function to run <a class="el" href="classarm__compute_1_1_g_c_normalize_planar_y_u_v_layer_kernel.xhtml">GCNormalizePlanarYUVLayerKernel</a>.  <a href="classarm__compute_1_1_g_c_normalize_planar_y_u_v_layer.xhtml#details">More...</a><br /></td></tr>
+<tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_g_c_normalize_planar_y_u_v_layer_kernel.xhtml">GCNormalizePlanarYUVLayerKernel</a></td></tr>
+<tr class="memdesc:"><td class="mdescLeft">&#160;</td><td class="mdescRight">Interface for the NormalizePlanarYUV layer kernel.  <a href="classarm__compute_1_1_g_c_normalize_planar_y_u_v_layer_kernel.xhtml#details">More...</a><br /></td></tr>
+<tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
 <tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_g_c_pixel_wise_multiplication.xhtml">GCPixelWiseMultiplication</a></td></tr>
 <tr class="memdesc:"><td class="mdescLeft">&#160;</td><td class="mdescRight">Basic function to run <a class="el" href="classarm__compute_1_1_g_c_pixel_wise_multiplication_kernel.xhtml">GCPixelWiseMultiplicationKernel</a>.  <a href="classarm__compute_1_1_g_c_pixel_wise_multiplication.xhtml#details">More...</a><br /></td></tr>
 <tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
@@ -986,6 +1027,12 @@
 <tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_g_c_program.xhtml">GCProgram</a></td></tr>
 <tr class="memdesc:"><td class="mdescLeft">&#160;</td><td class="mdescRight"><a class="el" href="classarm__compute_1_1_g_c_program.xhtml" title="GCProgram class. ">GCProgram</a> class.  <a href="classarm__compute_1_1_g_c_program.xhtml#details">More...</a><br /></td></tr>
 <tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_g_c_scale.xhtml">GCScale</a></td></tr>
+<tr class="memdesc:"><td class="mdescLeft">&#160;</td><td class="mdescRight">Basic function to run <a class="el" href="classarm__compute_1_1_g_c_scale_kernel.xhtml">GCScaleKernel</a>.  <a href="classarm__compute_1_1_g_c_scale.xhtml#details">More...</a><br /></td></tr>
+<tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_g_c_scale_kernel.xhtml">GCScaleKernel</a></td></tr>
+<tr class="memdesc:"><td class="mdescLeft">&#160;</td><td class="mdescRight">Interface for the scale kernel.  <a href="classarm__compute_1_1_g_c_scale_kernel.xhtml#details">More...</a><br /></td></tr>
+<tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
 <tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_g_c_scheduler.xhtml">GCScheduler</a></td></tr>
 <tr class="memdesc:"><td class="mdescLeft">&#160;</td><td class="mdescRight">Provides global access to a OpenGL ES context and command queue.  <a href="classarm__compute_1_1_g_c_scheduler.xhtml#details">More...</a><br /></td></tr>
 <tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
@@ -1004,6 +1051,8 @@
 <tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_g_c_transpose_kernel.xhtml">GCTransposeKernel</a></td></tr>
 <tr class="memdesc:"><td class="mdescLeft">&#160;</td><td class="mdescRight">OpenGL ES kernel which transposes the elements of a matrix.  <a href="classarm__compute_1_1_g_c_transpose_kernel.xhtml#details">More...</a><br /></td></tr>
 <tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_g_c_weights_reshape_kernel.xhtml">GCWeightsReshapeKernel</a></td></tr>
+<tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
 <tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_g_e_m_m_info.xhtml">GEMMInfo</a></td></tr>
 <tr class="memdesc:"><td class="mdescLeft">&#160;</td><td class="mdescRight">GEMM Information class.  <a href="classarm__compute_1_1_g_e_m_m_info.xhtml#details">More...</a><br /></td></tr>
 <tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
@@ -1333,12 +1382,6 @@
 <tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_n_e_deconvolution_layer.xhtml">NEDeconvolutionLayer</a></td></tr>
 <tr class="memdesc:"><td class="mdescLeft">&#160;</td><td class="mdescRight">Function to run the deconvolution layer.  <a href="classarm__compute_1_1_n_e_deconvolution_layer.xhtml#details">More...</a><br /></td></tr>
 <tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
-<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_n_e_deconvolution_layer_upsample.xhtml">NEDeconvolutionLayerUpsample</a></td></tr>
-<tr class="memdesc:"><td class="mdescLeft">&#160;</td><td class="mdescRight">Basic function to run <a class="el" href="classarm__compute_1_1_n_e_deconvolution_layer_upsample_kernel.xhtml">NEDeconvolutionLayerUpsampleKernel</a>.  <a href="classarm__compute_1_1_n_e_deconvolution_layer_upsample.xhtml#details">More...</a><br /></td></tr>
-<tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
-<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_n_e_deconvolution_layer_upsample_kernel.xhtml">NEDeconvolutionLayerUpsampleKernel</a></td></tr>
-<tr class="memdesc:"><td class="mdescLeft">&#160;</td><td class="mdescRight">NEON kernel to perform scaling on a tensor.  <a href="classarm__compute_1_1_n_e_deconvolution_layer_upsample_kernel.xhtml#details">More...</a><br /></td></tr>
-<tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
 <tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_n_e_depth_concatenate_layer.xhtml">NEDepthConcatenateLayer</a></td></tr>
 <tr class="memdesc:"><td class="mdescLeft">&#160;</td><td class="mdescRight">Basic function to execute concatenate tensors along z axis.  <a href="classarm__compute_1_1_n_e_depth_concatenate_layer.xhtml#details">More...</a><br /></td></tr>
 <tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
@@ -1393,12 +1436,12 @@
 <tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_n_e_direct_convolution_layer.xhtml">NEDirectConvolutionLayer</a></td></tr>
 <tr class="memdesc:"><td class="mdescLeft">&#160;</td><td class="mdescRight">Function to run the direct convolution.  <a href="classarm__compute_1_1_n_e_direct_convolution_layer.xhtml#details">More...</a><br /></td></tr>
 <tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
-<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_n_e_direct_convolution_layer_bias_accumulate_kernel.xhtml">NEDirectConvolutionLayerBiasAccumulateKernel</a></td></tr>
-<tr class="memdesc:"><td class="mdescLeft">&#160;</td><td class="mdescRight">NEON kernel to accumulate the biases to each element of the input tensor.  <a href="classarm__compute_1_1_n_e_direct_convolution_layer_bias_accumulate_kernel.xhtml#details">More...</a><br /></td></tr>
-<tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
 <tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_n_e_direct_convolution_layer_kernel.xhtml">NEDirectConvolutionLayerKernel</a></td></tr>
 <tr class="memdesc:"><td class="mdescLeft">&#160;</td><td class="mdescRight">NEON interface for Direct Convolution Layer kernel.  <a href="classarm__compute_1_1_n_e_direct_convolution_layer_kernel.xhtml#details">More...</a><br /></td></tr>
 <tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_n_e_direct_convolution_layer_output_stage_kernel.xhtml">NEDirectConvolutionLayerOutputStageKernel</a></td></tr>
+<tr class="memdesc:"><td class="mdescLeft">&#160;</td><td class="mdescRight">NEON kernel to accumulate the biases, if provided, or downscale in case of quantized input.  <a href="classarm__compute_1_1_n_e_direct_convolution_layer_output_stage_kernel.xhtml#details">More...</a><br /></td></tr>
+<tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
 <tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_n_e_edge_non_max_suppression_kernel.xhtml">NEEdgeNonMaxSuppressionKernel</a></td></tr>
 <tr class="memdesc:"><td class="mdescLeft">&#160;</td><td class="mdescRight">NEON kernel to perform Non-Maxima suppression for Canny Edge.  <a href="classarm__compute_1_1_n_e_edge_non_max_suppression_kernel.xhtml#details">More...</a><br /></td></tr>
 <tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
@@ -2502,14 +2545,14 @@
 <tr class="memitem:afab814721e78cbfc34e7e7fe2874fa56"><td class="memItemLeft" align="right" valign="top">const std::string &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacearm__compute.xhtml#afab814721e78cbfc34e7e7fe2874fa56">string_from_target</a> (<a class="el" href="namespacearm__compute.xhtml#a735ac6c2a02e320969625308810444f3">GPUTarget</a> target)</td></tr>
 <tr class="memdesc:afab814721e78cbfc34e7e7fe2874fa56"><td class="mdescLeft">&#160;</td><td class="mdescRight">Translates a given gpu device target to string.  <a href="#afab814721e78cbfc34e7e7fe2874fa56">More...</a><br /></td></tr>
 <tr class="separator:afab814721e78cbfc34e7e7fe2874fa56"><td class="memSeparator" colspan="2">&#160;</td></tr>
-<tr class="memitem:ac6a3363c6c627d5720309bb8fa4f3e5f"><td class="memTemplParams" colspan="2">template&lt;typename Kernel , typename... T&gt; </td></tr>
-<tr class="memitem:ac6a3363c6c627d5720309bb8fa4f3e5f"><td class="memTemplItemLeft" align="right" valign="top">std::unique_ptr&lt; <a class="el" href="classarm__compute_1_1_kernel.xhtml">Kernel</a> &gt;&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacearm__compute.xhtml#ac6a3363c6c627d5720309bb8fa4f3e5f">create_configure_kernel</a> (T &amp;&amp;...args)</td></tr>
-<tr class="memdesc:ac6a3363c6c627d5720309bb8fa4f3e5f"><td class="mdescLeft">&#160;</td><td class="mdescRight">Helper function to create and return a unique_ptr pointed to a CL kernel object It also calls the kernel's configuration.  <a href="#ac6a3363c6c627d5720309bb8fa4f3e5f">More...</a><br /></td></tr>
-<tr class="separator:ac6a3363c6c627d5720309bb8fa4f3e5f"><td class="memSeparator" colspan="2">&#160;</td></tr>
-<tr class="memitem:a5e7625bcc531d297c9b988a33cb2da32"><td class="memTemplParams" colspan="2">template&lt;typename Kernel &gt; </td></tr>
-<tr class="memitem:a5e7625bcc531d297c9b988a33cb2da32"><td class="memTemplItemLeft" align="right" valign="top">std::unique_ptr&lt; <a class="el" href="classarm__compute_1_1_kernel.xhtml">Kernel</a> &gt;&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacearm__compute.xhtml#a5e7625bcc531d297c9b988a33cb2da32">create_kernel</a> ()</td></tr>
-<tr class="memdesc:a5e7625bcc531d297c9b988a33cb2da32"><td class="mdescLeft">&#160;</td><td class="mdescRight">Helper function to create and return a unique_ptr pointed to a CL kernel object.  <a href="#a5e7625bcc531d297c9b988a33cb2da32">More...</a><br /></td></tr>
-<tr class="separator:a5e7625bcc531d297c9b988a33cb2da32"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:a35fb9d1dde1b976f4b7d361aabcc7c0d"><td class="memTemplParams" colspan="2">template&lt;typename Kernel , typename... T&gt; </td></tr>
+<tr class="memitem:a35fb9d1dde1b976f4b7d361aabcc7c0d"><td class="memTemplItemLeft" align="right" valign="top">std::unique_ptr&lt; <a class="el" href="classarm__compute_1_1_kernel.xhtml">Kernel</a> &gt;&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacearm__compute.xhtml#a35fb9d1dde1b976f4b7d361aabcc7c0d">create_configure_kernel</a> (T &amp;&amp;...args)</td></tr>
+<tr class="memdesc:a35fb9d1dde1b976f4b7d361aabcc7c0d"><td class="mdescLeft">&#160;</td><td class="mdescRight">Helper function to create and return a unique_ptr pointed to a CL kernel object It also calls the kernel's configuration.  <a href="#a35fb9d1dde1b976f4b7d361aabcc7c0d">More...</a><br /></td></tr>
+<tr class="separator:a35fb9d1dde1b976f4b7d361aabcc7c0d"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:abc72c95941485d8a068fa38372308574"><td class="memTemplParams" colspan="2">template&lt;typename Kernel &gt; </td></tr>
+<tr class="memitem:abc72c95941485d8a068fa38372308574"><td class="memTemplItemLeft" align="right" valign="top">std::unique_ptr&lt; <a class="el" href="classarm__compute_1_1_kernel.xhtml">Kernel</a> &gt;&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacearm__compute.xhtml#abc72c95941485d8a068fa38372308574">create_kernel</a> ()</td></tr>
+<tr class="memdesc:abc72c95941485d8a068fa38372308574"><td class="mdescLeft">&#160;</td><td class="mdescRight">Helper function to create and return a unique_ptr pointed to a CL kernel object.  <a href="#abc72c95941485d8a068fa38372308574">More...</a><br /></td></tr>
+<tr class="separator:abc72c95941485d8a068fa38372308574"><td class="memSeparator" colspan="2">&#160;</td></tr>
 <tr class="memitem:a9d0143bdde8255313aae6ac020dd629c"><td class="memItemLeft" align="right" valign="top"><a class="el" href="namespacearm__compute.xhtml#a735ac6c2a02e320969625308810444f3">GPUTarget</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacearm__compute.xhtml#a9d0143bdde8255313aae6ac020dd629c">get_target_from_device</a> (cl::Device &amp;device)</td></tr>
 <tr class="memdesc:a9d0143bdde8255313aae6ac020dd629c"><td class="mdescLeft">&#160;</td><td class="mdescRight">Helper function to get the GPU target from CL device.  <a href="#a9d0143bdde8255313aae6ac020dd629c">More...</a><br /></td></tr>
 <tr class="separator:a9d0143bdde8255313aae6ac020dd629c"><td class="memSeparator" colspan="2">&#160;</td></tr>
@@ -2685,30 +2728,6 @@
 <tr class="memitem:ab7b3af731907e85fcaf72555c446176b"><td class="memItemLeft" align="right" valign="top">uint8_t&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacearm__compute.xhtml#ab7b3af731907e85fcaf72555c446176b">pixel_area_c1u8_clamp</a> (const uint8_t *first_pixel_ptr, size_t stride, size_t width, size_t height, float wr, float hr, int x, int y)</td></tr>
 <tr class="memdesc:ab7b3af731907e85fcaf72555c446176b"><td class="mdescLeft">&#160;</td><td class="mdescRight">Return the pixel at (x,y) using area interpolation by clamping when out of borders.  <a href="#ab7b3af731907e85fcaf72555c446176b">More...</a><br /></td></tr>
 <tr class="separator:ab7b3af731907e85fcaf72555c446176b"><td class="memSeparator" colspan="2">&#160;</td></tr>
-<tr class="memitem:a1c0b9414fe3a6ef6a7a23bd324ae9e67"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
-<tr class="memitem:a1c0b9414fe3a6ef6a7a23bd324ae9e67"><td class="memTemplItemLeft" align="right" valign="top">T&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacearm__compute.xhtml#a1c0b9414fe3a6ef6a7a23bd324ae9e67">clamp</a> (const T &amp;n, const T &amp;lower, const T &amp;upper)</td></tr>
-<tr class="memdesc:a1c0b9414fe3a6ef6a7a23bd324ae9e67"><td class="mdescLeft">&#160;</td><td class="mdescRight">Performs clamping among a lower and upper value.  <a href="#a1c0b9414fe3a6ef6a7a23bd324ae9e67">More...</a><br /></td></tr>
-<tr class="separator:a1c0b9414fe3a6ef6a7a23bd324ae9e67"><td class="memSeparator" colspan="2">&#160;</td></tr>
-<tr class="memitem:a76e58198af8e930a851637e7e3eccbd2"><td class="memTemplParams" colspan="2">template&lt;typename F &gt; </td></tr>
-<tr class="memitem:a76e58198af8e930a851637e7e3eccbd2"><td class="memTemplItemLeft" align="right" valign="top">void&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacearm__compute.xhtml#a76e58198af8e930a851637e7e3eccbd2">for_each</a> (F &amp;&amp;)</td></tr>
-<tr class="memdesc:a76e58198af8e930a851637e7e3eccbd2"><td class="mdescLeft">&#160;</td><td class="mdescRight">Base case of for_each.  <a href="#a76e58198af8e930a851637e7e3eccbd2">More...</a><br /></td></tr>
-<tr class="separator:a76e58198af8e930a851637e7e3eccbd2"><td class="memSeparator" colspan="2">&#160;</td></tr>
-<tr class="memitem:ab951ff3c9484cd4b243344b3a0f12d95"><td class="memTemplParams" colspan="2">template&lt;typename F , typename T , typename... Ts&gt; </td></tr>
-<tr class="memitem:ab951ff3c9484cd4b243344b3a0f12d95"><td class="memTemplItemLeft" align="right" valign="top">void&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacearm__compute.xhtml#ab951ff3c9484cd4b243344b3a0f12d95">for_each</a> (F &amp;&amp;func, T &amp;&amp;arg, Ts &amp;&amp;...args)</td></tr>
-<tr class="memdesc:ab951ff3c9484cd4b243344b3a0f12d95"><td class="mdescLeft">&#160;</td><td class="mdescRight">Call the function for each of the arguments.  <a href="#ab951ff3c9484cd4b243344b3a0f12d95">More...</a><br /></td></tr>
-<tr class="separator:ab951ff3c9484cd4b243344b3a0f12d95"><td class="memSeparator" colspan="2">&#160;</td></tr>
-<tr class="memitem:a6905c41fd996c479e46791ef58e440aa"><td class="memTemplParams" colspan="2">template&lt;typename F , typename T &gt; </td></tr>
-<tr class="memitem:a6905c41fd996c479e46791ef58e440aa"><td class="memTemplItemLeft" align="right" valign="top">T&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacearm__compute.xhtml#a6905c41fd996c479e46791ef58e440aa">foldl</a> (F &amp;&amp;, const T &amp;<a class="el" href="hwc_8hpp.xhtml#a0f61d63b009d0880a89c843bd50d8d76">value</a>)</td></tr>
-<tr class="memdesc:a6905c41fd996c479e46791ef58e440aa"><td class="mdescLeft">&#160;</td><td class="mdescRight">Base case of foldl.  <a href="#a6905c41fd996c479e46791ef58e440aa">More...</a><br /></td></tr>
-<tr class="separator:a6905c41fd996c479e46791ef58e440aa"><td class="memSeparator" colspan="2">&#160;</td></tr>
-<tr class="memitem:a7f8e5c5fc77465cf3ac58b3d15305a5f"><td class="memTemplParams" colspan="2">template&lt;typename F , typename T , typename U &gt; </td></tr>
-<tr class="memitem:a7f8e5c5fc77465cf3ac58b3d15305a5f"><td class="memTemplItemLeft" align="right" valign="top">auto&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacearm__compute.xhtml#a7f8e5c5fc77465cf3ac58b3d15305a5f">foldl</a> (F &amp;&amp;func, T &amp;&amp;value1, U &amp;&amp;value2) -&gt; decltype(func(value1, value2))</td></tr>
-<tr class="memdesc:a7f8e5c5fc77465cf3ac58b3d15305a5f"><td class="mdescLeft">&#160;</td><td class="mdescRight">Base case of foldl.  <a href="#a7f8e5c5fc77465cf3ac58b3d15305a5f">More...</a><br /></td></tr>
-<tr class="separator:a7f8e5c5fc77465cf3ac58b3d15305a5f"><td class="memSeparator" colspan="2">&#160;</td></tr>
-<tr class="memitem:a05d0de315da2ecf1fa7d22ffad49b254"><td class="memTemplParams" colspan="2">template&lt;typename F , typename I , typename T , typename... Vs&gt; </td></tr>
-<tr class="memitem:a05d0de315da2ecf1fa7d22ffad49b254"><td class="memTemplItemLeft" align="right" valign="top">I&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacearm__compute.xhtml#a05d0de315da2ecf1fa7d22ffad49b254">foldl</a> (F &amp;&amp;func, I &amp;&amp;initial, T &amp;&amp;<a class="el" href="hwc_8hpp.xhtml#a0f61d63b009d0880a89c843bd50d8d76">value</a>, Vs &amp;&amp;...values)</td></tr>
-<tr class="memdesc:a05d0de315da2ecf1fa7d22ffad49b254"><td class="mdescLeft">&#160;</td><td class="mdescRight">Fold left.  <a href="#a05d0de315da2ecf1fa7d22ffad49b254">More...</a><br /></td></tr>
-<tr class="separator:a05d0de315da2ecf1fa7d22ffad49b254"><td class="memSeparator" colspan="2">&#160;</td></tr>
 <tr class="memitem:a6c0dcc38187027dcb89cd9724bc5a823"><td class="memTemplParams" colspan="2">template&lt;typename L , typename... Ts&gt; </td></tr>
 <tr class="memitem:a6c0dcc38187027dcb89cd9724bc5a823"><td class="memTemplItemLeft" align="right" valign="top">void&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacearm__compute.xhtml#a6c0dcc38187027dcb89cd9724bc5a823">execute_window_loop</a> (const <a class="el" href="classarm__compute_1_1_window.xhtml">Window</a> &amp;w, L &amp;&amp;lambda_function, Ts &amp;&amp;...iterators)</td></tr>
 <tr class="memdesc:a6c0dcc38187027dcb89cd9724bc5a823"><td class="mdescLeft">&#160;</td><td class="mdescRight">Iterate through the passed window, automatically adjusting the iterators and calling the lambda_functino for each element.  <a href="#a6c0dcc38187027dcb89cd9724bc5a823">More...</a><br /></td></tr>
@@ -2717,19 +2736,28 @@
 <tr class="memitem:ac2a92cae51d2734a65676052adb33c22"><td class="memTemplItemLeft" align="right" valign="top">bool&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacearm__compute.xhtml#ac2a92cae51d2734a65676052adb33c22">update_window_and_padding</a> (<a class="el" href="classarm__compute_1_1_window.xhtml">Window</a> &amp;win, Ts &amp;&amp;...patterns)</td></tr>
 <tr class="memdesc:ac2a92cae51d2734a65676052adb33c22"><td class="mdescLeft">&#160;</td><td class="mdescRight">Update window and padding size for each of the access patterns.  <a href="#ac2a92cae51d2734a65676052adb33c22">More...</a><br /></td></tr>
 <tr class="separator:ac2a92cae51d2734a65676052adb33c22"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:a1c28e5916fd54b778da115bfe646f588"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classarm__compute_1_1_window.xhtml">Window</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacearm__compute.xhtml#a1c28e5916fd54b778da115bfe646f588">calculate_max_window</a> (const <a class="el" href="structarm__compute_1_1_valid_region.xhtml">ValidRegion</a> &amp;valid_region, const <a class="el" href="classarm__compute_1_1_steps.xhtml">Steps</a> &amp;steps=<a class="el" href="classarm__compute_1_1_steps.xhtml">Steps</a>(), bool skip_border=false, <a class="el" href="structarm__compute_1_1_border_size.xhtml">BorderSize</a> border_size=<a class="el" href="structarm__compute_1_1_border_size.xhtml">BorderSize</a>())</td></tr>
+<tr class="memdesc:a1c28e5916fd54b778da115bfe646f588"><td class="mdescLeft">&#160;</td><td class="mdescRight">Calculate the maximum window for a given tensor shape and border setting.  <a href="#a1c28e5916fd54b778da115bfe646f588">More...</a><br /></td></tr>
+<tr class="separator:a1c28e5916fd54b778da115bfe646f588"><td class="memSeparator" colspan="2">&#160;</td></tr>
 <tr class="memitem:aa2117aef4381edbdf81e17ec088df7f1"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classarm__compute_1_1_window.xhtml">Window</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacearm__compute.xhtml#aa2117aef4381edbdf81e17ec088df7f1">calculate_max_window</a> (const <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml">ITensorInfo</a> &amp;info, const <a class="el" href="classarm__compute_1_1_steps.xhtml">Steps</a> &amp;steps=<a class="el" href="classarm__compute_1_1_steps.xhtml">Steps</a>(), bool skip_border=false, <a class="el" href="structarm__compute_1_1_border_size.xhtml">BorderSize</a> border_size=<a class="el" href="structarm__compute_1_1_border_size.xhtml">BorderSize</a>())</td></tr>
 <tr class="memdesc:aa2117aef4381edbdf81e17ec088df7f1"><td class="mdescLeft">&#160;</td><td class="mdescRight">Calculate the maximum window for a given tensor shape and border setting.  <a href="#aa2117aef4381edbdf81e17ec088df7f1">More...</a><br /></td></tr>
 <tr class="separator:aa2117aef4381edbdf81e17ec088df7f1"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:a252e257c58bfccbb272c0a5bf81d42cb"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classarm__compute_1_1_window.xhtml">Window</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacearm__compute.xhtml#a252e257c58bfccbb272c0a5bf81d42cb">calculate_max_window_horizontal</a> (const <a class="el" href="structarm__compute_1_1_valid_region.xhtml">ValidRegion</a> &amp;valid_region, const <a class="el" href="classarm__compute_1_1_steps.xhtml">Steps</a> &amp;steps=<a class="el" href="classarm__compute_1_1_steps.xhtml">Steps</a>(), bool skip_border=false, <a class="el" href="structarm__compute_1_1_border_size.xhtml">BorderSize</a> border_size=<a class="el" href="structarm__compute_1_1_border_size.xhtml">BorderSize</a>())</td></tr>
+<tr class="memdesc:a252e257c58bfccbb272c0a5bf81d42cb"><td class="mdescLeft">&#160;</td><td class="mdescRight">Calculate the maximum window used by a horizontal kernel for a given tensor shape and border setting.  <a href="#a252e257c58bfccbb272c0a5bf81d42cb">More...</a><br /></td></tr>
+<tr class="separator:a252e257c58bfccbb272c0a5bf81d42cb"><td class="memSeparator" colspan="2">&#160;</td></tr>
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 <tr class="memdesc:a47456b4d520aee1cba80bf6e20f6685a"><td class="mdescLeft">&#160;</td><td class="mdescRight">Calculate the maximum window used by a horizontal kernel for a given tensor shape and border setting.  <a href="#a47456b4d520aee1cba80bf6e20f6685a">More...</a><br /></td></tr>
 <tr class="separator:a47456b4d520aee1cba80bf6e20f6685a"><td class="memSeparator" colspan="2">&#160;</td></tr>
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+<tr class="memdesc:a2bbb5d1cdb27c0e8c517cb7c544226c6"><td class="mdescLeft">&#160;</td><td class="mdescRight">Calculate the maximum window for a given tensor shape and border setting.  <a href="#a2bbb5d1cdb27c0e8c517cb7c544226c6">More...</a><br /></td></tr>
+<tr class="separator:a2bbb5d1cdb27c0e8c517cb7c544226c6"><td class="memSeparator" colspan="2">&#160;</td></tr>
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 <tr class="memdesc:afcdda83b6a85d5798f08d92c0e235e2e"><td class="mdescLeft">&#160;</td><td class="mdescRight">Calculate the maximum window for a given tensor shape and border setting.  <a href="#afcdda83b6a85d5798f08d92c0e235e2e">More...</a><br /></td></tr>
 <tr class="separator:afcdda83b6a85d5798f08d92c0e235e2e"><td class="memSeparator" colspan="2">&#160;</td></tr>
-<tr class="memitem:a3bb1b3d01f14dbc0beb1e826eefeddc6"><td class="memTemplParams" colspan="2">template&lt;typename... Ts&gt; </td></tr>
-<tr class="memitem:a3bb1b3d01f14dbc0beb1e826eefeddc6"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="structarm__compute_1_1_valid_region.xhtml">ValidRegion</a>&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacearm__compute.xhtml#a3bb1b3d01f14dbc0beb1e826eefeddc6">intersect_valid_regions</a> (Ts &amp;&amp;...regions)</td></tr>
-<tr class="memdesc:a3bb1b3d01f14dbc0beb1e826eefeddc6"><td class="mdescLeft">&#160;</td><td class="mdescRight">Intersect multiple valid regions.  <a href="#a3bb1b3d01f14dbc0beb1e826eefeddc6">More...</a><br /></td></tr>
-<tr class="separator:a3bb1b3d01f14dbc0beb1e826eefeddc6"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:a133621090cfb0f151340c6e04bd7bcc8"><td class="memTemplParams" colspan="2">template&lt;typename... Ts&gt; </td></tr>
+<tr class="memitem:a133621090cfb0f151340c6e04bd7bcc8"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="structarm__compute_1_1_valid_region.xhtml">ValidRegion</a>&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacearm__compute.xhtml#a133621090cfb0f151340c6e04bd7bcc8">intersect_valid_regions</a> (const Ts &amp;...regions)</td></tr>
+<tr class="memdesc:a133621090cfb0f151340c6e04bd7bcc8"><td class="mdescLeft">&#160;</td><td class="mdescRight">Intersect multiple valid regions.  <a href="#a133621090cfb0f151340c6e04bd7bcc8">More...</a><br /></td></tr>
+<tr class="separator:a133621090cfb0f151340c6e04bd7bcc8"><td class="memSeparator" colspan="2">&#160;</td></tr>
 <tr class="memitem:a35178800b82e07a49da5a81cdeda9a0c"><td class="memTemplParams" colspan="2">template&lt;typename T , typename... Ts&gt; </td></tr>
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@@ -2778,6 +2806,10 @@
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 <tr class="separator:aba8de9eaa10a7cb45c5aa603585d0e4c"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:a695a8105065167f7e4596d31f23a3573"><td class="memTemplParams" colspan="2">template&lt;bool is_bounded_relu&gt; </td></tr>
+<tr class="memitem:a695a8105065167f7e4596d31f23a3573"><td class="memTemplItemLeft" align="right" valign="top">uint8x16_t&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacearm__compute.xhtml#a695a8105065167f7e4596d31f23a3573">finalize_quantization</a> (int32x4x4_t &amp;in_s32, int result_fixedpoint_multiplier, int32_t result_shift, int32x4_t result_offset_after_shift_s32, uint8x16_t min_u8, uint8x16_t max_u8)</td></tr>
+<tr class="memdesc:a695a8105065167f7e4596d31f23a3573"><td class="mdescLeft">&#160;</td><td class="mdescRight">Performs final quantization step on 16 elements.  <a href="#a695a8105065167f7e4596d31f23a3573">More...</a><br /></td></tr>
+<tr class="separator:a695a8105065167f7e4596d31f23a3573"><td class="memSeparator" colspan="2">&#160;</td></tr>
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 <tr class="separator:a7d57332eb91a8735f173556b3caf6236"><td class="memSeparator" colspan="2">&#160;</td></tr>
-<tr class="memitem:a29f1002e9a609eb71ee6b74a888de12a"><td class="memItemLeft" align="right" valign="top">const std::pair&lt; unsigned int, unsigned int &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacearm__compute.xhtml#a29f1002e9a609eb71ee6b74a888de12a">deconvolution_output_dimensions</a> (unsigned int in_width, unsigned int in_height, unsigned int kernel_width, unsigned int kernel_height, unsigned int padx, unsigned int pady, unsigned int ax, unsigned int ay, float upscalex, float upscaley, <a class="el" href="namespacearm__compute.xhtml#a1fece1bd804e64f39f602d1c3969849a">DimensionRoundingType</a> <a class="el" href="namespacearm__compute.xhtml#a6452ac376d4adb94d93a93d678bb6757">round</a>)</td></tr>
-<tr class="memdesc:a29f1002e9a609eb71ee6b74a888de12a"><td class="mdescLeft">&#160;</td><td class="mdescRight">Returns expected width and height of the deconvolution's output tensor.  <a href="#a29f1002e9a609eb71ee6b74a888de12a">More...</a><br /></td></tr>
-<tr class="separator:a29f1002e9a609eb71ee6b74a888de12a"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:a5c7b26988083a67a91cd3e7962f38521"><td class="memItemLeft" align="right" valign="top">const std::pair&lt; unsigned int, unsigned int &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacearm__compute.xhtml#a5c7b26988083a67a91cd3e7962f38521">deconvolution_output_dimensions</a> (unsigned int in_width, unsigned int in_height, unsigned int kernel_width, unsigned int kernel_height, unsigned int padx, unsigned int pady, unsigned int inner_border_right, unsigned int inner_border_top, unsigned int stride_x, unsigned int stride_y)</td></tr>
+<tr class="memdesc:a5c7b26988083a67a91cd3e7962f38521"><td class="mdescLeft">&#160;</td><td class="mdescRight">Returns expected width and height of the deconvolution's output tensor.  <a href="#a5c7b26988083a67a91cd3e7962f38521">More...</a><br /></td></tr>
+<tr class="separator:a5c7b26988083a67a91cd3e7962f38521"><td class="memSeparator" colspan="2">&#160;</td></tr>
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 <tr class="memdesc:a3d3d8bf7b86db4d7d4ebfe5b332f41b3"><td class="mdescLeft">&#160;</td><td class="mdescRight">Returns expected width and height of output scaled tensor depending on dimensions rounding mode.  <a href="#a3d3d8bf7b86db4d7d4ebfe5b332f41b3">More...</a><br /></td></tr>
 <tr class="separator:a3d3d8bf7b86db4d7d4ebfe5b332f41b3"><td class="memSeparator" colspan="2">&#160;</td></tr>
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+<tr class="memdesc:a5e7a61df2b926347b42ecadf8bcc8969"><td class="mdescLeft">&#160;</td><td class="mdescRight">Formatted output of the HOGNormType type.  <a href="#a5e7a61df2b926347b42ecadf8bcc8969">More...</a><br /></td></tr>
+<tr class="separator:a5e7a61df2b926347b42ecadf8bcc8969"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:a950ba288e8136db4bf52f7c51dea20eb"><td class="memItemLeft" align="right" valign="top">std::string&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacearm__compute.xhtml#a950ba288e8136db4bf52f7c51dea20eb">to_string</a> (const <a class="el" href="namespacearm__compute.xhtml#a673665b4587a2956fcbad5f0e9ba89d3">HOGNormType</a> &amp;type)</td></tr>
+<tr class="separator:a950ba288e8136db4bf52f7c51dea20eb"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:ab91d110e020f6ed987e05e82df3e350b"><td class="memItemLeft" align="right" valign="top">inline::std::ostream &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacearm__compute.xhtml#ab91d110e020f6ed987e05e82df3e350b">operator&lt;&lt;</a> (::std::ostream &amp;os, const <a class="el" href="classarm__compute_1_1_size2_d.xhtml">Size2D</a> &amp;<a class="el" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>)</td></tr>
+<tr class="memdesc:ab91d110e020f6ed987e05e82df3e350b"><td class="mdescLeft">&#160;</td><td class="mdescRight">Formatted output of the <a class="el" href="classarm__compute_1_1_size2_d.xhtml" title="Class for specifying the size of an image or rectangle. ">Size2D</a> type.  <a href="#ab91d110e020f6ed987e05e82df3e350b">More...</a><br /></td></tr>
+<tr class="separator:ab91d110e020f6ed987e05e82df3e350b"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:aee88a2c259879eb9dc18cb5965e87c29"><td class="memItemLeft" align="right" valign="top">std::string&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacearm__compute.xhtml#aee88a2c259879eb9dc18cb5965e87c29">to_string</a> (const <a class="el" href="classarm__compute_1_1_size2_d.xhtml">Size2D</a> &amp;type)</td></tr>
+<tr class="separator:aee88a2c259879eb9dc18cb5965e87c29"><td class="memSeparator" colspan="2">&#160;</td></tr>
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+<tr class="separator:a4228b490e13b79a60737929d9d9e5957"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:a3cf43a216912b361eaffc3c71452a31e"><td class="memItemLeft" align="right" valign="top">std::string&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacearm__compute.xhtml#a3cf43a216912b361eaffc3c71452a31e">to_string</a> (const <a class="el" href="classarm__compute_1_1_h_o_g_info.xhtml">HOGInfo</a> &amp;type)</td></tr>
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+<tr class="separator:a3cf43a216912b361eaffc3c71452a31e"><td class="memSeparator" colspan="2">&#160;</td></tr>
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-<p>Definition at line <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00336">336</a> of file <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml">Types.h</a>.</p>
+<p>Definition at line <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00344">344</a> of file <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml">Types.h</a>.</p>
 
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+<p>Definition at line <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00276">276</a> of file <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml">Types.h</a>.</p>
 
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-<p>Definition at line <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00286">286</a> of file <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml">Types.h</a>.</p>
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+<p>Definition at line <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00294">294</a> of file <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml">Types.h</a>.</p>
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-<p>Definition at line <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00190">190</a> of file <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml">Types.h</a>.</p>
-<div class="fragment"><div class="line"><a name="l00191"></a><span class="lineno">  191</span>&#160;{</div><div class="line"><a name="l00192"></a><span class="lineno">  192</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a15a05537a472ee742404821851529327a0db45d2a4141101bdfe48e3314cfbca3">UNDEFINED</a>, </div><div class="line"><a name="l00193"></a><span class="lineno">  193</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a15a05537a472ee742404821851529327a8d6b5cada83510220f59e00ce86d4d92">CONSTANT</a>,  </div><div class="line"><a name="l00194"></a><span class="lineno">  194</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a15a05537a472ee742404821851529327a4ef59320fbe90fe47d40f1f71e4c5daa">REPLICATE</a>  </div><div class="line"><a name="l00195"></a><span class="lineno">  195</span>&#160;};</div><div class="ttc" id="namespacearm__compute_xhtml_a15a05537a472ee742404821851529327a0db45d2a4141101bdfe48e3314cfbca3"><div class="ttname"><a href="namespacearm__compute.xhtml#a15a05537a472ee742404821851529327a0db45d2a4141101bdfe48e3314cfbca3">arm_compute::BorderMode::UNDEFINED</a></div><div class="ttdoc">Borders are left undefined. </div></div>
+<p>Definition at line <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00198">198</a> of file <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml">Types.h</a>.</p>
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-<p>Definition at line <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00370">370</a> of file <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml">Types.h</a>.</p>
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+<p>Definition at line <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00378">378</a> of file <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml">Types.h</a>.</p>
+<div class="fragment"><div class="line"><a name="l00379"></a><span class="lineno">  379</span>&#160;{</div><div class="line"><a name="l00380"></a><span class="lineno">  380</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a3a440b3893fa10608d4428958be1c52ea696b031073e74bf2cb98e5ef201d4aa3">UNKNOWN</a>, </div><div class="line"><a name="l00381"></a><span class="lineno">  381</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9c5959e6f08f10d0edbadf5be1f33c53">C0</a>,      </div><div class="line"><a name="l00382"></a><span class="lineno">  382</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa1a2ddc2db4693cfd16d534cde5572cc1">C1</a>,      </div><div class="line"><a name="l00383"></a><span class="lineno">  383</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aaf1a543f5a2c5d49bc5dde298fcf716e4">C2</a>,      </div><div class="line"><a name="l00384"></a><span class="lineno">  384</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa3abe124ecc82bf2c2e22e6058f38c50c">C3</a>,      </div><div class="line"><a name="l00385"></a><span class="lineno">  385</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aae1e1d3d40573127e9ee0480caf1283d6">R</a>,       </div><div class="line"><a name="l00386"></a><span class="lineno">  386</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aadfcf28d0734569a6a693bc8194de62bf">G</a>,       </div><div class="line"><a name="l00387"></a><span class="lineno">  387</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571">B</a>,       </div><div class="line"><a name="l00388"></a><span class="lineno">  388</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29">A</a>,       </div><div class="line"><a name="l00389"></a><span class="lineno">  389</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa57cec4137b614c87cb4e24a3d003a3e0">Y</a>,       </div><div class="line"><a name="l00390"></a><span class="lineno">  390</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa4c614360da93c0a041b22e537de151eb">U</a>,       </div><div class="line"><a name="l00391"></a><span class="lineno">  391</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa5206560a306a2e085a437fd258eb57ce">V</a>        </div><div class="line"><a name="l00392"></a><span class="lineno">  392</span>&#160;};</div><div class="ttc" id="namespacearm__compute_xhtml_a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29"><div class="ttname"><a href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29">arm_compute::Channel::A</a></div><div class="ttdoc">Alpha channel. </div></div>
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-<p>Definition at line <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00271">271</a> of file <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml">Types.h</a>.</p>
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+<p>Definition at line <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00279">279</a> of file <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml">Types.h</a>.</p>
+<div class="fragment"><div class="line"><a name="l00280"></a><span class="lineno">  280</span>&#160;{</div><div class="line"><a name="l00281"></a><span class="lineno">  281</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a82b8ac759c804bc1fb4e2d21e178fb6fae1c8555fcf0ea2bb648a6fd527d658c0">WRAP</a>,    </div><div class="line"><a name="l00282"></a><span class="lineno">  282</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a82b8ac759c804bc1fb4e2d21e178fb6fa4729d95f983955f0d93a30179deb2b86">SATURATE</a> </div><div class="line"><a name="l00283"></a><span class="lineno">  283</span>&#160;};</div><div class="ttc" id="namespacearm__compute_xhtml_a82b8ac759c804bc1fb4e2d21e178fb6fae1c8555fcf0ea2bb648a6fd527d658c0"><div class="ttname"><a href="namespacearm__compute.xhtml#a82b8ac759c804bc1fb4e2d21e178fb6fae1c8555fcf0ea2bb648a6fd527d658c0">arm_compute::ConvertPolicy::WRAP</a></div><div class="ttdoc">Wrap around. </div></div>
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-<p>Definition at line <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00445">445</a> of file <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml">Types.h</a>.</p>
-<div class="fragment"><div class="line"><a name="l00446"></a><span class="lineno">  446</span>&#160;{</div><div class="line"><a name="l00447"></a><span class="lineno">  447</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a1fece1bd804e64f39f602d1c3969849aa56c1e354d36beb85b0d881c5b2e24cbe">FLOOR</a>, </div><div class="line"><a name="l00448"></a><span class="lineno">  448</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a1fece1bd804e64f39f602d1c3969849aa5bdce8e6d9dc3efbbd31e90a8a181dff">CEIL</a>   </div><div class="line"><a name="l00449"></a><span class="lineno">  449</span>&#160;};</div><div class="ttc" id="namespacearm__compute_xhtml_a1fece1bd804e64f39f602d1c3969849aa5bdce8e6d9dc3efbbd31e90a8a181dff"><div class="ttname"><a href="namespacearm__compute.xhtml#a1fece1bd804e64f39f602d1c3969849aa5bdce8e6d9dc3efbbd31e90a8a181dff">arm_compute::DimensionRoundingType::CEIL</a></div><div class="ttdoc">Ceil rounding. </div></div>
+<p>Definition at line <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00453">453</a> of file <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml">Types.h</a>.</p>
+<div class="fragment"><div class="line"><a name="l00454"></a><span class="lineno">  454</span>&#160;{</div><div class="line"><a name="l00455"></a><span class="lineno">  455</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a1fece1bd804e64f39f602d1c3969849aa56c1e354d36beb85b0d881c5b2e24cbe">FLOOR</a>, </div><div class="line"><a name="l00456"></a><span class="lineno">  456</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a1fece1bd804e64f39f602d1c3969849aa5bdce8e6d9dc3efbbd31e90a8a181dff">CEIL</a>   </div><div class="line"><a name="l00457"></a><span class="lineno">  457</span>&#160;};</div><div class="ttc" id="namespacearm__compute_xhtml_a1fece1bd804e64f39f602d1c3969849aa5bdce8e6d9dc3efbbd31e90a8a181dff"><div class="ttname"><a href="namespacearm__compute.xhtml#a1fece1bd804e64f39f602d1c3969849aa5bdce8e6d9dc3efbbd31e90a8a181dff">arm_compute::DimensionRoundingType::CEIL</a></div><div class="ttdoc">Ceil rounding. </div></div>
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-<p>Definition at line <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00419">419</a> of file <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml">Types.h</a>.</p>
-<div class="fragment"><div class="line"><a name="l00420"></a><span class="lineno">  420</span>&#160;{</div><div class="line"><a name="l00421"></a><span class="lineno">  421</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a673665b4587a2956fcbad5f0e9ba89d3a80485e54c7a3c93a0f74637c6b918ce5">L2_NORM</a>    = 1, </div><div class="line"><a name="l00422"></a><span class="lineno">  422</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a673665b4587a2956fcbad5f0e9ba89d3ac9e68c0594494ec85805b225a7acb9c2">L2HYS_NORM</a> = 2, </div><div class="line"><a name="l00423"></a><span class="lineno">  423</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a673665b4587a2956fcbad5f0e9ba89d3a68616ae21712c00705b962f4eff06eaa">L1_NORM</a>    = 3  </div><div class="line"><a name="l00424"></a><span class="lineno">  424</span>&#160;};</div><div class="ttc" id="namespacearm__compute_xhtml_a673665b4587a2956fcbad5f0e9ba89d3ac9e68c0594494ec85805b225a7acb9c2"><div class="ttname"><a href="namespacearm__compute.xhtml#a673665b4587a2956fcbad5f0e9ba89d3ac9e68c0594494ec85805b225a7acb9c2">arm_compute::HOGNormType::L2HYS_NORM</a></div><div class="ttdoc">L2-norm followed by clipping. </div></div>
+<p>Definition at line <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00427">427</a> of file <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml">Types.h</a>.</p>
+<div class="fragment"><div class="line"><a name="l00428"></a><span class="lineno">  428</span>&#160;{</div><div class="line"><a name="l00429"></a><span class="lineno">  429</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a673665b4587a2956fcbad5f0e9ba89d3a80485e54c7a3c93a0f74637c6b918ce5">L2_NORM</a>    = 1, </div><div class="line"><a name="l00430"></a><span class="lineno">  430</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a673665b4587a2956fcbad5f0e9ba89d3ac9e68c0594494ec85805b225a7acb9c2">L2HYS_NORM</a> = 2, </div><div class="line"><a name="l00431"></a><span class="lineno">  431</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a673665b4587a2956fcbad5f0e9ba89d3a68616ae21712c00705b962f4eff06eaa">L1_NORM</a>    = 3  </div><div class="line"><a name="l00432"></a><span class="lineno">  432</span>&#160;};</div><div class="ttc" id="namespacearm__compute_xhtml_a673665b4587a2956fcbad5f0e9ba89d3ac9e68c0594494ec85805b225a7acb9c2"><div class="ttname"><a href="namespacearm__compute.xhtml#a673665b4587a2956fcbad5f0e9ba89d3ac9e68c0594494ec85805b225a7acb9c2">arm_compute::HOGNormType::L2HYS_NORM</a></div><div class="ttdoc">L2-norm followed by clipping. </div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a673665b4587a2956fcbad5f0e9ba89d3a68616ae21712c00705b962f4eff06eaa"><div class="ttname"><a href="namespacearm__compute.xhtml#a673665b4587a2956fcbad5f0e9ba89d3a68616ae21712c00705b962f4eff06eaa">arm_compute::HOGNormType::L1_NORM</a></div><div class="ttdoc">L1 norm. </div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a673665b4587a2956fcbad5f0e9ba89d3a80485e54c7a3c93a0f74637c6b918ce5"><div class="ttname"><a href="namespacearm__compute.xhtml#a673665b4587a2956fcbad5f0e9ba89d3a80485e54c7a3c93a0f74637c6b918ce5">arm_compute::HOGNormType::L2_NORM</a></div><div class="ttdoc">L2-norm. </div></div>
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-<p>Definition at line <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00278">278</a> of file <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml">Types.h</a>.</p>
-<div class="fragment"><div class="line"><a name="l00279"></a><span class="lineno">  279</span>&#160;{</div><div class="line"><a name="l00280"></a><span class="lineno">  280</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a966a9c417ce5e94dca08d9b5e745c0c9a7f5ccbc3d30c2cd3fd04d567946cbde2">NEAREST_NEIGHBOR</a>, </div><div class="line"><a name="l00281"></a><span class="lineno">  281</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a966a9c417ce5e94dca08d9b5e745c0c9aad6fddf718ad19b063e02fdd7e8e3e65">BILINEAR</a>,         </div><div class="line"><a name="l00282"></a><span class="lineno">  282</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a966a9c417ce5e94dca08d9b5e745c0c9a639aaa22a784d5e5cb03a522267e79c4">AREA</a>,             </div><div class="line"><a name="l00283"></a><span class="lineno">  283</span>&#160;};</div><div class="ttc" id="namespacearm__compute_xhtml_a966a9c417ce5e94dca08d9b5e745c0c9aad6fddf718ad19b063e02fdd7e8e3e65"><div class="ttname"><a href="namespacearm__compute.xhtml#a966a9c417ce5e94dca08d9b5e745c0c9aad6fddf718ad19b063e02fdd7e8e3e65">arm_compute::InterpolationPolicy::BILINEAR</a></div><div class="ttdoc">Output values are defined by bilinear interpolation between the pixels. </div></div>
+<p>Definition at line <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00286">286</a> of file <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml">Types.h</a>.</p>
+<div class="fragment"><div class="line"><a name="l00287"></a><span class="lineno">  287</span>&#160;{</div><div class="line"><a name="l00288"></a><span class="lineno">  288</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a966a9c417ce5e94dca08d9b5e745c0c9a7f5ccbc3d30c2cd3fd04d567946cbde2">NEAREST_NEIGHBOR</a>, </div><div class="line"><a name="l00289"></a><span class="lineno">  289</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a966a9c417ce5e94dca08d9b5e745c0c9aad6fddf718ad19b063e02fdd7e8e3e65">BILINEAR</a>,         </div><div class="line"><a name="l00290"></a><span class="lineno">  290</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a966a9c417ce5e94dca08d9b5e745c0c9a639aaa22a784d5e5cb03a522267e79c4">AREA</a>,             </div><div class="line"><a name="l00291"></a><span class="lineno">  291</span>&#160;};</div><div class="ttc" id="namespacearm__compute_xhtml_a966a9c417ce5e94dca08d9b5e745c0c9aad6fddf718ad19b063e02fdd7e8e3e65"><div class="ttname"><a href="namespacearm__compute.xhtml#a966a9c417ce5e94dca08d9b5e745c0c9aad6fddf718ad19b063e02fdd7e8e3e65">arm_compute::InterpolationPolicy::BILINEAR</a></div><div class="ttdoc">Output values are defined by bilinear interpolation between the pixels. </div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a966a9c417ce5e94dca08d9b5e745c0c9a7f5ccbc3d30c2cd3fd04d567946cbde2"><div class="ttname"><a href="namespacearm__compute.xhtml#a966a9c417ce5e94dca08d9b5e745c0c9a7f5ccbc3d30c2cd3fd04d567946cbde2">arm_compute::InterpolationPolicy::NEAREST_NEIGHBOR</a></div><div class="ttdoc">Output values are defined to match the source pixel whose center is nearest to the sample position...</div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a966a9c417ce5e94dca08d9b5e745c0c9a639aaa22a784d5e5cb03a522267e79c4"><div class="ttname"><a href="namespacearm__compute.xhtml#a966a9c417ce5e94dca08d9b5e745c0c9a639aaa22a784d5e5cb03a522267e79c4">arm_compute::InterpolationPolicy::AREA</a></div><div class="ttdoc">Output values are determined by averaging the source pixels whose areas fall under the area of the de...</div></div>
 </div><!-- fragment -->
@@ -6463,8 +6511,8 @@
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-<p>Definition at line <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00308">308</a> of file <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml">Types.h</a>.</p>
-<div class="fragment"><div class="line"><a name="l00309"></a><span class="lineno">  309</span>&#160;{</div><div class="line"><a name="l00310"></a><span class="lineno">  310</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a7b3ec6413f000b02fdb4e39a951d9f8aac2f1be73bf576190d1f42bdaf5162ae8">L1NORM</a>, </div><div class="line"><a name="l00311"></a><span class="lineno">  311</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a7b3ec6413f000b02fdb4e39a951d9f8aad927ac799e8b24f80fc80d89b2eb7131">L2NORM</a>  </div><div class="line"><a name="l00312"></a><span class="lineno">  312</span>&#160;};</div><div class="ttc" id="namespacearm__compute_xhtml_a7b3ec6413f000b02fdb4e39a951d9f8aac2f1be73bf576190d1f42bdaf5162ae8"><div class="ttname"><a href="namespacearm__compute.xhtml#a7b3ec6413f000b02fdb4e39a951d9f8aac2f1be73bf576190d1f42bdaf5162ae8">arm_compute::MagnitudeType::L1NORM</a></div><div class="ttdoc">L1 normalization type. </div></div>
+<p>Definition at line <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00316">316</a> of file <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml">Types.h</a>.</p>
+<div class="fragment"><div class="line"><a name="l00317"></a><span class="lineno">  317</span>&#160;{</div><div class="line"><a name="l00318"></a><span class="lineno">  318</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a7b3ec6413f000b02fdb4e39a951d9f8aac2f1be73bf576190d1f42bdaf5162ae8">L1NORM</a>, </div><div class="line"><a name="l00319"></a><span class="lineno">  319</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a7b3ec6413f000b02fdb4e39a951d9f8aad927ac799e8b24f80fc80d89b2eb7131">L2NORM</a>  </div><div class="line"><a name="l00320"></a><span class="lineno">  320</span>&#160;};</div><div class="ttc" id="namespacearm__compute_xhtml_a7b3ec6413f000b02fdb4e39a951d9f8aac2f1be73bf576190d1f42bdaf5162ae8"><div class="ttname"><a href="namespacearm__compute.xhtml#a7b3ec6413f000b02fdb4e39a951d9f8aac2f1be73bf576190d1f42bdaf5162ae8">arm_compute::MagnitudeType::L1NORM</a></div><div class="ttdoc">L1 normalization type. </div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a7b3ec6413f000b02fdb4e39a951d9f8aad927ac799e8b24f80fc80d89b2eb7131"><div class="ttname"><a href="namespacearm__compute.xhtml#a7b3ec6413f000b02fdb4e39a951d9f8aad927ac799e8b24f80fc80d89b2eb7131">arm_compute::MagnitudeType::L2NORM</a></div><div class="ttdoc">L2 normalization type. </div></div>
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@@ -6537,8 +6585,8 @@
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-<p>Definition at line <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00387">387</a> of file <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml">Types.h</a>.</p>
-<div class="fragment"><div class="line"><a name="l00388"></a><span class="lineno">  388</span>&#160;{</div><div class="line"><a name="l00389"></a><span class="lineno">  389</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#afdda916edc7502967bbec17ea3c06c02ae657cce1913c857166b0475f18668ef5">BOX</a>,   </div><div class="line"><a name="l00390"></a><span class="lineno">  390</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#afdda916edc7502967bbec17ea3c06c02a04dd53a8e6c2306e9bbf944c1d6047f2">CROSS</a>, </div><div class="line"><a name="l00391"></a><span class="lineno">  391</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#afdda916edc7502967bbec17ea3c06c02a290d4b81f4e2b47d86fd1b0170e9aab7">DISK</a>,  </div><div class="line"><a name="l00392"></a><span class="lineno">  392</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#afdda916edc7502967bbec17ea3c06c02a03570470bad94692ce93e32700d2e1cb">OTHER</a>  </div><div class="line"><a name="l00393"></a><span class="lineno">  393</span>&#160;};</div><div class="ttc" id="namespacearm__compute_xhtml_afdda916edc7502967bbec17ea3c06c02a290d4b81f4e2b47d86fd1b0170e9aab7"><div class="ttname"><a href="namespacearm__compute.xhtml#afdda916edc7502967bbec17ea3c06c02a290d4b81f4e2b47d86fd1b0170e9aab7">arm_compute::MatrixPattern::DISK</a></div><div class="ttdoc">Disk pattern matrix. </div></div>
+<p>Definition at line <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00395">395</a> of file <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml">Types.h</a>.</p>
+<div class="fragment"><div class="line"><a name="l00396"></a><span class="lineno">  396</span>&#160;{</div><div class="line"><a name="l00397"></a><span class="lineno">  397</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#afdda916edc7502967bbec17ea3c06c02ae657cce1913c857166b0475f18668ef5">BOX</a>,   </div><div class="line"><a name="l00398"></a><span class="lineno">  398</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#afdda916edc7502967bbec17ea3c06c02a04dd53a8e6c2306e9bbf944c1d6047f2">CROSS</a>, </div><div class="line"><a name="l00399"></a><span class="lineno">  399</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#afdda916edc7502967bbec17ea3c06c02a290d4b81f4e2b47d86fd1b0170e9aab7">DISK</a>,  </div><div class="line"><a name="l00400"></a><span class="lineno">  400</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#afdda916edc7502967bbec17ea3c06c02a03570470bad94692ce93e32700d2e1cb">OTHER</a>  </div><div class="line"><a name="l00401"></a><span class="lineno">  401</span>&#160;};</div><div class="ttc" id="namespacearm__compute_xhtml_afdda916edc7502967bbec17ea3c06c02a290d4b81f4e2b47d86fd1b0170e9aab7"><div class="ttname"><a href="namespacearm__compute.xhtml#afdda916edc7502967bbec17ea3c06c02a290d4b81f4e2b47d86fd1b0170e9aab7">arm_compute::MatrixPattern::DISK</a></div><div class="ttdoc">Disk pattern matrix. </div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_afdda916edc7502967bbec17ea3c06c02ae657cce1913c857166b0475f18668ef5"><div class="ttname"><a href="namespacearm__compute.xhtml#afdda916edc7502967bbec17ea3c06c02ae657cce1913c857166b0475f18668ef5">arm_compute::MatrixPattern::BOX</a></div><div class="ttdoc">Box pattern matrix. </div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_afdda916edc7502967bbec17ea3c06c02a04dd53a8e6c2306e9bbf944c1d6047f2"><div class="ttname"><a href="namespacearm__compute.xhtml#afdda916edc7502967bbec17ea3c06c02a04dd53a8e6c2306e9bbf944c1d6047f2">arm_compute::MatrixPattern::CROSS</a></div><div class="ttdoc">Cross pattern matrix. </div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_afdda916edc7502967bbec17ea3c06c02a03570470bad94692ce93e32700d2e1cb"><div class="ttname"><a href="namespacearm__compute.xhtml#afdda916edc7502967bbec17ea3c06c02a03570470bad94692ce93e32700d2e1cb">arm_compute::MatrixPattern::OTHER</a></div><div class="ttdoc">Any other matrix pattern. </div></div>
@@ -6576,8 +6624,8 @@
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-<p>Definition at line <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00396">396</a> of file <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml">Types.h</a>.</p>
-<div class="fragment"><div class="line"><a name="l00396"></a><span class="lineno">  396</span>&#160;                                   : <span class="keywordtype">unsigned</span></div><div class="line"><a name="l00397"></a><span class="lineno">  397</span>&#160;{</div><div class="line"><a name="l00398"></a><span class="lineno">  398</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#adf2ced65e536375a1c96425d9fced858a8ab0c3a037e882577dec378985477074">MEDIAN</a> = 0, </div><div class="line"><a name="l00399"></a><span class="lineno">  399</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#adf2ced65e536375a1c96425d9fced858ace31e2a082d17e038fcc6e3006166653">MIN</a>    = 1, </div><div class="line"><a name="l00400"></a><span class="lineno">  400</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#adf2ced65e536375a1c96425d9fced858a26a4b44a837bf97b972628509912b4a5">MAX</a>    = 2, </div><div class="line"><a name="l00401"></a><span class="lineno">  401</span>&#160;};</div><div class="ttc" id="namespacearm__compute_xhtml_adf2ced65e536375a1c96425d9fced858a26a4b44a837bf97b972628509912b4a5"><div class="ttname"><a href="namespacearm__compute.xhtml#adf2ced65e536375a1c96425d9fced858a26a4b44a837bf97b972628509912b4a5">arm_compute::NonLinearFilterFunction::MAX</a></div><div class="ttdoc">Non linear dilate. </div></div>
+<p>Definition at line <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00404">404</a> of file <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml">Types.h</a>.</p>
+<div class="fragment"><div class="line"><a name="l00404"></a><span class="lineno">  404</span>&#160;                                   : <span class="keywordtype">unsigned</span></div><div class="line"><a name="l00405"></a><span class="lineno">  405</span>&#160;{</div><div class="line"><a name="l00406"></a><span class="lineno">  406</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#adf2ced65e536375a1c96425d9fced858a8ab0c3a037e882577dec378985477074">MEDIAN</a> = 0, </div><div class="line"><a name="l00407"></a><span class="lineno">  407</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#adf2ced65e536375a1c96425d9fced858ace31e2a082d17e038fcc6e3006166653">MIN</a>    = 1, </div><div class="line"><a name="l00408"></a><span class="lineno">  408</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#adf2ced65e536375a1c96425d9fced858a26a4b44a837bf97b972628509912b4a5">MAX</a>    = 2, </div><div class="line"><a name="l00409"></a><span class="lineno">  409</span>&#160;};</div><div class="ttc" id="namespacearm__compute_xhtml_adf2ced65e536375a1c96425d9fced858a26a4b44a837bf97b972628509912b4a5"><div class="ttname"><a href="namespacearm__compute.xhtml#adf2ced65e536375a1c96425d9fced858a26a4b44a837bf97b972628509912b4a5">arm_compute::NonLinearFilterFunction::MAX</a></div><div class="ttdoc">Non linear dilate. </div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_adf2ced65e536375a1c96425d9fced858ace31e2a082d17e038fcc6e3006166653"><div class="ttname"><a href="namespacearm__compute.xhtml#adf2ced65e536375a1c96425d9fced858ace31e2a082d17e038fcc6e3006166653">arm_compute::NonLinearFilterFunction::MIN</a></div><div class="ttdoc">Non linear erode. </div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_adf2ced65e536375a1c96425d9fced858a8ab0c3a037e882577dec378985477074"><div class="ttname"><a href="namespacearm__compute.xhtml#adf2ced65e536375a1c96425d9fced858a8ab0c3a037e882577dec378985477074">arm_compute::NonLinearFilterFunction::MEDIAN</a></div><div class="ttdoc">Non linear median filter. </div></div>
 </div><!-- fragment -->
@@ -6614,8 +6662,8 @@
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-<p>Definition at line <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00411">411</a> of file <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml">Types.h</a>.</p>
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+<p>Definition at line <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00419">419</a> of file <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml">Types.h</a>.</p>
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-<p>Definition at line <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00318">318</a> of file <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml">Types.h</a>.</p>
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+<p>Definition at line <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00326">326</a> of file <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml">Types.h</a>.</p>
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+<p>Definition at line <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00460">460</a> of file <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml">Types.h</a>.</p>
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-<p>Definition at line <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00404">404</a> of file <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml">Types.h</a>.</p>
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+<p>Definition at line <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00412">412</a> of file <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml">Types.h</a>.</p>
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-<p>Definition at line <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00300">300</a> of file <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml">Types.h</a>.</p>
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+<p>Definition at line <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00308">308</a> of file <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml">Types.h</a>.</p>
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-<p>Definition at line <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00293">293</a> of file <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml">Types.h</a>.</p>
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+<p>Definition at line <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00301">301</a> of file <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml">Types.h</a>.</p>
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-<p>Definition at line <a class="el" href="_helpers_8inl_source.xhtml#l00200">200</a> of file <a class="el" href="_helpers_8inl_source.xhtml">Helpers.inl</a>.</p>
+<p>Definition at line <a class="el" href="_helpers_8inl_source.xhtml#l00195">195</a> of file <a class="el" href="_helpers_8inl_source.xhtml">Helpers.inl</a>.</p>
 
 <p>References <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#a9ebcdce876b4cd07736afa47d50154de">ITensorInfo::set_data_type()</a>, <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#a8d9488caf817e12132f0ca2a4c30deba">ITensorInfo::set_fixed_point_position()</a>, <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#aaf74be25e2392705f29352ffaa4b1f9d">ITensorInfo::set_num_channels()</a>, <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#ab64a0374b9e2292ed2b55f4f18c98423">ITensorInfo::set_quantization_info()</a>, <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#aaf359cee0fc728e7c7fb8b692979994b">ITensorInfo::set_tensor_shape()</a>, <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#a7c66505457d00ece3aa4b34cab80757d">ITensorInfo::tensor_shape()</a>, and <a class="el" href="_tensor_shape_8h_source.xhtml#l00135">TensorShape::total_size()</a>.</p>
 
-<p>Referenced by <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00534">permute()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00206"></a><span class="lineno">  206</span>&#160;{</div><div class="line"><a name="l00207"></a><span class="lineno">  207</span>&#160;    <span class="keywordflow">if</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.tensor_shape().total_size() == 0)</div><div class="line"><a name="l00208"></a><span class="lineno">  208</span>&#160;    {</div><div class="line"><a name="l00209"></a><span class="lineno">  209</span>&#160;        <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.set_data_type(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#ac2ad7f431e3446fddcd9b6b9f93c4c14">data_type</a>);</div><div class="line"><a name="l00210"></a><span class="lineno">  210</span>&#160;        <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.set_num_channels(num_channels);</div><div class="line"><a name="l00211"></a><span class="lineno">  211</span>&#160;        <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.set_tensor_shape(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a45cde9abb508c62d67c3bb2b9bf566a5">shape</a>);</div><div class="line"><a name="l00212"></a><span class="lineno">  212</span>&#160;        <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.set_fixed_point_position(fixed_point_position);</div><div class="line"><a name="l00213"></a><span class="lineno">  213</span>&#160;        <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.set_quantization_info(quantization_info);</div><div class="line"><a name="l00214"></a><span class="lineno">  214</span>&#160;        <span class="keywordflow">return</span> <span class="keyword">true</span>;</div><div class="line"><a name="l00215"></a><span class="lineno">  215</span>&#160;    }</div><div class="line"><a name="l00216"></a><span class="lineno">  216</span>&#160;</div><div class="line"><a name="l00217"></a><span class="lineno">  217</span>&#160;    <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00218"></a><span class="lineno">  218</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a45cde9abb508c62d67c3bb2b9bf566a5"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a45cde9abb508c62d67c3bb2b9bf566a5">arm_compute::test::validation::shape</a></div><div class="ttdeci">shape</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_2_min_max_location_8cpp_source.xhtml#l00089">MinMaxLocation.cpp:89</a></div></div>
+<p>Referenced by <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00509">permute()</a>.</p>
+<div class="fragment"><div class="line"><a name="l00201"></a><span class="lineno">  201</span>&#160;{</div><div class="line"><a name="l00202"></a><span class="lineno">  202</span>&#160;    <span class="keywordflow">if</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.tensor_shape().total_size() == 0)</div><div class="line"><a name="l00203"></a><span class="lineno">  203</span>&#160;    {</div><div class="line"><a name="l00204"></a><span class="lineno">  204</span>&#160;        <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.set_data_type(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#ac2ad7f431e3446fddcd9b6b9f93c4c14">data_type</a>);</div><div class="line"><a name="l00205"></a><span class="lineno">  205</span>&#160;        <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.set_num_channels(num_channels);</div><div class="line"><a name="l00206"></a><span class="lineno">  206</span>&#160;        <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.set_tensor_shape(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a45cde9abb508c62d67c3bb2b9bf566a5">shape</a>);</div><div class="line"><a name="l00207"></a><span class="lineno">  207</span>&#160;        <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.set_fixed_point_position(fixed_point_position);</div><div class="line"><a name="l00208"></a><span class="lineno">  208</span>&#160;        <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.set_quantization_info(quantization_info);</div><div class="line"><a name="l00209"></a><span class="lineno">  209</span>&#160;        <span class="keywordflow">return</span> <span class="keyword">true</span>;</div><div class="line"><a name="l00210"></a><span class="lineno">  210</span>&#160;    }</div><div class="line"><a name="l00211"></a><span class="lineno">  211</span>&#160;</div><div class="line"><a name="l00212"></a><span class="lineno">  212</span>&#160;    <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00213"></a><span class="lineno">  213</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a45cde9abb508c62d67c3bb2b9bf566a5"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a45cde9abb508c62d67c3bb2b9bf566a5">arm_compute::test::validation::shape</a></div><div class="ttdeci">shape</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_2_convolution_8cpp_source.xhtml#l00119">Convolution.cpp:119</a></div></div>
 <div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a096668313a9a819d54a2e65ec21ff0cc"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">arm_compute::test::validation::info</a></div><div class="ttdeci">src info() -&gt; set_format(Format::S16)</div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_ac2ad7f431e3446fddcd9b6b9f93c4c14"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#ac2ad7f431e3446fddcd9b6b9f93c4c14">arm_compute::test::validation::data_type</a></div><div class="ttdeci">data_type</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_2_min_max_location_8cpp_source.xhtml#l00090">MinMaxLocation.cpp:90</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_ac2ad7f431e3446fddcd9b6b9f93c4c14"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#ac2ad7f431e3446fddcd9b6b9f93c4c14">arm_compute::test::validation::data_type</a></div><div class="ttdeci">data_type</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_2_convolution_8cpp_source.xhtml#l00119">Convolution.cpp:119</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -7093,10 +7141,10 @@
 </dl>
 <dl class="section return"><dt>Returns</dt><dd>True if the tensor info has been initialized </dd></dl>
 
-<p>Definition at line <a class="el" href="_helpers_8inl_source.xhtml#l00220">220</a> of file <a class="el" href="_helpers_8inl_source.xhtml">Helpers.inl</a>.</p>
+<p>Definition at line <a class="el" href="_helpers_8inl_source.xhtml#l00215">215</a> of file <a class="el" href="_helpers_8inl_source.xhtml">Helpers.inl</a>.</p>
 
 <p>References <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#a7cfb31af63202568efef5214acfbf3ba">ITensorInfo::data_type()</a>, <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#ab21a362740e892b6e913bd8db03b0e67">ITensorInfo::fixed_point_position()</a>, <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#ad7829ae79223ab87f9da4c0bd7d229ba">ITensorInfo::num_channels()</a>, <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#a3f3e1a3200223e6a304a533b1016e749">ITensorInfo::quantization_info()</a>, <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#a9ebcdce876b4cd07736afa47d50154de">ITensorInfo::set_data_type()</a>, <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#a8d9488caf817e12132f0ca2a4c30deba">ITensorInfo::set_fixed_point_position()</a>, <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#aaf74be25e2392705f29352ffaa4b1f9d">ITensorInfo::set_num_channels()</a>, <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#ab64a0374b9e2292ed2b55f4f18c98423">ITensorInfo::set_quantization_info()</a>, <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#aaf359cee0fc728e7c7fb8b692979994b">ITensorInfo::set_tensor_shape()</a>, <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#a7c66505457d00ece3aa4b34cab80757d">ITensorInfo::tensor_shape()</a>, and <a class="el" href="_tensor_shape_8h_source.xhtml#l00135">TensorShape::total_size()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00221"></a><span class="lineno">  221</span>&#160;{</div><div class="line"><a name="l00222"></a><span class="lineno">  222</span>&#160;    <span class="keywordflow">if</span>(info_sink.tensor_shape().total_size() == 0)</div><div class="line"><a name="l00223"></a><span class="lineno">  223</span>&#160;    {</div><div class="line"><a name="l00224"></a><span class="lineno">  224</span>&#160;        info_sink.set_data_type(info_source.data_type());</div><div class="line"><a name="l00225"></a><span class="lineno">  225</span>&#160;        info_sink.set_num_channels(info_source.num_channels());</div><div class="line"><a name="l00226"></a><span class="lineno">  226</span>&#160;        info_sink.set_tensor_shape(info_source.tensor_shape());</div><div class="line"><a name="l00227"></a><span class="lineno">  227</span>&#160;        info_sink.set_fixed_point_position(info_source.fixed_point_position());</div><div class="line"><a name="l00228"></a><span class="lineno">  228</span>&#160;        info_sink.set_quantization_info(info_source.quantization_info());</div><div class="line"><a name="l00229"></a><span class="lineno">  229</span>&#160;        <span class="keywordflow">return</span> <span class="keyword">true</span>;</div><div class="line"><a name="l00230"></a><span class="lineno">  230</span>&#160;    }</div><div class="line"><a name="l00231"></a><span class="lineno">  231</span>&#160;</div><div class="line"><a name="l00232"></a><span class="lineno">  232</span>&#160;    <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00233"></a><span class="lineno">  233</span>&#160;}</div></div><!-- fragment -->
+<div class="fragment"><div class="line"><a name="l00216"></a><span class="lineno">  216</span>&#160;{</div><div class="line"><a name="l00217"></a><span class="lineno">  217</span>&#160;    <span class="keywordflow">if</span>(info_sink.tensor_shape().total_size() == 0)</div><div class="line"><a name="l00218"></a><span class="lineno">  218</span>&#160;    {</div><div class="line"><a name="l00219"></a><span class="lineno">  219</span>&#160;        info_sink.set_data_type(info_source.data_type());</div><div class="line"><a name="l00220"></a><span class="lineno">  220</span>&#160;        info_sink.set_num_channels(info_source.num_channels());</div><div class="line"><a name="l00221"></a><span class="lineno">  221</span>&#160;        info_sink.set_tensor_shape(info_source.tensor_shape());</div><div class="line"><a name="l00222"></a><span class="lineno">  222</span>&#160;        info_sink.set_fixed_point_position(info_source.fixed_point_position());</div><div class="line"><a name="l00223"></a><span class="lineno">  223</span>&#160;        info_sink.set_quantization_info(info_source.quantization_info());</div><div class="line"><a name="l00224"></a><span class="lineno">  224</span>&#160;        <span class="keywordflow">return</span> <span class="keyword">true</span>;</div><div class="line"><a name="l00225"></a><span class="lineno">  225</span>&#160;    }</div><div class="line"><a name="l00226"></a><span class="lineno">  226</span>&#160;</div><div class="line"><a name="l00227"></a><span class="lineno">  227</span>&#160;    <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00228"></a><span class="lineno">  228</span>&#160;}</div></div><!-- fragment -->
 </div>
 </div>
 <a class="anchor" id="a64c17a5a42d2499a1626222ff9753b4d"></a>
@@ -7116,7 +7164,7 @@
 <p>Contains the version number and the build options used to build the library</p>
 <dl class="section return"><dt>Returns</dt><dd>The <a class="el" href="namespacearm__compute.xhtml" title="This file contains all available output stages for GEMMLowp on OpenCL. ">arm_compute</a> library build information </dd></dl>
 
-<p>Referenced by <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml#l00061">DIV_CEIL()</a>.</p>
+<p>Referenced by <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml#l00061">DIV_CEIL()</a>, and <a class="el" href="main_8cpp_source.xhtml#l00063">main()</a>.</p>
 
 </div>
 </div>
@@ -7145,8 +7193,10 @@
 
 <p>Definition at line <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml#l00470">470</a> of file <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml">Utils.h</a>.</p>
 
-<p>References <a class="el" href="core_2_error_8h_source.xhtml#l00306">ARM_COMPUTE_ERROR_ON</a>, <a class="el" href="tests_2validation_2_fixed_point_8h_source.xhtml#l00889">arm_compute::test::fixed_point_arithmetic::detail::max()</a>, <a class="el" href="_tensor_shape_8h_source.xhtml#l00074">TensorShape::set()</a>, <a class="el" href="_c_l_2_min_max_location_8cpp_source.xhtml#l00089">arm_compute::test::validation::shape</a>, <a class="el" href="_dimensions_8h_source.xhtml#l00081">Dimensions&lt; T &gt;::x()</a>, <a class="el" href="_dimensions_8h_source.xhtml#l00086">Dimensions&lt; T &gt;::y()</a>, and <a class="el" href="_dimensions_8h_source.xhtml#l00091">Dimensions&lt; T &gt;::z()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00471"></a><span class="lineno">  471</span>&#160;{</div><div class="line"><a name="l00472"></a><span class="lineno">  472</span>&#160;    TensorShape out_shape = inputs_vector[0]-&gt;info()-&gt;tensor_shape();</div><div class="line"><a name="l00473"></a><span class="lineno">  473</span>&#160;</div><div class="line"><a name="l00474"></a><span class="lineno">  474</span>&#160;    <span class="keywordtype">size_t</span> max_x = 0;</div><div class="line"><a name="l00475"></a><span class="lineno">  475</span>&#160;    <span class="keywordtype">size_t</span> max_y = 0;</div><div class="line"><a name="l00476"></a><span class="lineno">  476</span>&#160;    <span class="keywordtype">size_t</span> depth = 0;</div><div class="line"><a name="l00477"></a><span class="lineno">  477</span>&#160;</div><div class="line"><a name="l00478"></a><span class="lineno">  478</span>&#160;    <span class="keywordflow">for</span>(<span class="keyword">const</span> <span class="keyword">auto</span> &amp;tensor : inputs_vector)</div><div class="line"><a name="l00479"></a><span class="lineno">  479</span>&#160;    {</div><div class="line"><a name="l00480"></a><span class="lineno">  480</span>&#160;        <a class="code" href="core_2_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a>(tensor == <span class="keyword">nullptr</span>);</div><div class="line"><a name="l00481"></a><span class="lineno">  481</span>&#160;        <span class="keyword">const</span> TensorShape <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a45cde9abb508c62d67c3bb2b9bf566a5">shape</a> = tensor-&gt;info()-&gt;tensor_shape();</div><div class="line"><a name="l00482"></a><span class="lineno">  482</span>&#160;        max_x                   = <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ad91bb73431b4de1f4946ed949d444849">std::max</a>(shape.x(), max_x);</div><div class="line"><a name="l00483"></a><span class="lineno">  483</span>&#160;        max_y                   = <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ad91bb73431b4de1f4946ed949d444849">std::max</a>(shape.y(), max_y);</div><div class="line"><a name="l00484"></a><span class="lineno">  484</span>&#160;        depth += shape.z();</div><div class="line"><a name="l00485"></a><span class="lineno">  485</span>&#160;    }</div><div class="line"><a name="l00486"></a><span class="lineno">  486</span>&#160;</div><div class="line"><a name="l00487"></a><span class="lineno">  487</span>&#160;    out_shape.set(0, max_x);</div><div class="line"><a name="l00488"></a><span class="lineno">  488</span>&#160;    out_shape.set(1, max_y);</div><div class="line"><a name="l00489"></a><span class="lineno">  489</span>&#160;    out_shape.set(2, depth);</div><div class="line"><a name="l00490"></a><span class="lineno">  490</span>&#160;</div><div class="line"><a name="l00491"></a><span class="lineno">  491</span>&#160;    <span class="keywordflow">return</span> out_shape;</div><div class="line"><a name="l00492"></a><span class="lineno">  492</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a45cde9abb508c62d67c3bb2b9bf566a5"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a45cde9abb508c62d67c3bb2b9bf566a5">arm_compute::test::validation::shape</a></div><div class="ttdeci">shape</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_2_min_max_location_8cpp_source.xhtml#l00089">MinMaxLocation.cpp:89</a></div></div>
+<p>References <a class="el" href="core_2_error_8h_source.xhtml#l00306">ARM_COMPUTE_ERROR_ON</a>, <a class="el" href="tests_2validation_2_fixed_point_8h_source.xhtml#l00889">arm_compute::test::fixed_point_arithmetic::detail::max()</a>, <a class="el" href="_tensor_shape_8h_source.xhtml#l00074">TensorShape::set()</a>, <a class="el" href="_c_l_2_convolution_8cpp_source.xhtml#l00119">arm_compute::test::validation::shape</a>, <a class="el" href="_dimensions_8h_source.xhtml#l00081">Dimensions&lt; T &gt;::x()</a>, <a class="el" href="_dimensions_8h_source.xhtml#l00086">Dimensions&lt; T &gt;::y()</a>, and <a class="el" href="_dimensions_8h_source.xhtml#l00091">Dimensions&lt; T &gt;::z()</a>.</p>
+
+<p>Referenced by <a class="el" href="benchmark_2fixtures_2_depth_concatenate_layer_fixture_8h_source.xhtml#l00086">DepthConcatenateLayerFixture&lt; TensorType, ITensorType, Function, AccessorType &gt;::setup()</a>.</p>
+<div class="fragment"><div class="line"><a name="l00471"></a><span class="lineno">  471</span>&#160;{</div><div class="line"><a name="l00472"></a><span class="lineno">  472</span>&#160;    TensorShape out_shape = inputs_vector[0]-&gt;info()-&gt;tensor_shape();</div><div class="line"><a name="l00473"></a><span class="lineno">  473</span>&#160;</div><div class="line"><a name="l00474"></a><span class="lineno">  474</span>&#160;    <span class="keywordtype">size_t</span> max_x = 0;</div><div class="line"><a name="l00475"></a><span class="lineno">  475</span>&#160;    <span class="keywordtype">size_t</span> max_y = 0;</div><div class="line"><a name="l00476"></a><span class="lineno">  476</span>&#160;    <span class="keywordtype">size_t</span> depth = 0;</div><div class="line"><a name="l00477"></a><span class="lineno">  477</span>&#160;</div><div class="line"><a name="l00478"></a><span class="lineno">  478</span>&#160;    <span class="keywordflow">for</span>(<span class="keyword">const</span> <span class="keyword">auto</span> &amp;tensor : inputs_vector)</div><div class="line"><a name="l00479"></a><span class="lineno">  479</span>&#160;    {</div><div class="line"><a name="l00480"></a><span class="lineno">  480</span>&#160;        <a class="code" href="core_2_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a>(tensor == <span class="keyword">nullptr</span>);</div><div class="line"><a name="l00481"></a><span class="lineno">  481</span>&#160;        <span class="keyword">const</span> TensorShape <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a45cde9abb508c62d67c3bb2b9bf566a5">shape</a> = tensor-&gt;info()-&gt;tensor_shape();</div><div class="line"><a name="l00482"></a><span class="lineno">  482</span>&#160;        max_x                   = <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ad91bb73431b4de1f4946ed949d444849">std::max</a>(shape.x(), max_x);</div><div class="line"><a name="l00483"></a><span class="lineno">  483</span>&#160;        max_y                   = <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ad91bb73431b4de1f4946ed949d444849">std::max</a>(shape.y(), max_y);</div><div class="line"><a name="l00484"></a><span class="lineno">  484</span>&#160;        depth += shape.z();</div><div class="line"><a name="l00485"></a><span class="lineno">  485</span>&#160;    }</div><div class="line"><a name="l00486"></a><span class="lineno">  486</span>&#160;</div><div class="line"><a name="l00487"></a><span class="lineno">  487</span>&#160;    out_shape.set(0, max_x);</div><div class="line"><a name="l00488"></a><span class="lineno">  488</span>&#160;    out_shape.set(1, max_y);</div><div class="line"><a name="l00489"></a><span class="lineno">  489</span>&#160;    out_shape.set(2, depth);</div><div class="line"><a name="l00490"></a><span class="lineno">  490</span>&#160;</div><div class="line"><a name="l00491"></a><span class="lineno">  491</span>&#160;    <span class="keywordflow">return</span> out_shape;</div><div class="line"><a name="l00492"></a><span class="lineno">  492</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a45cde9abb508c62d67c3bb2b9bf566a5"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a45cde9abb508c62d67c3bb2b9bf566a5">arm_compute::test::validation::shape</a></div><div class="ttdeci">shape</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_2_convolution_8cpp_source.xhtml#l00119">Convolution.cpp:119</a></div></div>
 <div class="ttc" id="core_2_error_8h_xhtml_a54a6080c9f4df1f908e57a9bbb46f5da"><div class="ttname"><a href="core_2_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR_ON(cond)</div><div class="ttdoc">If the condition is true then an error message is printed and an exception thrown. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00306">Error.h:306</a></div></div>
 <div class="ttc" id="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail_xhtml_ad91bb73431b4de1f4946ed949d444849"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ad91bb73431b4de1f4946ed949d444849">arm_compute::test::fixed_point_arithmetic::detail::max</a></div><div class="ttdeci">fixed_point&lt; T &gt; max(fixed_point&lt; T &gt; x, fixed_point&lt; T &gt; y)</div><div class="ttdef"><b>Definition:</b> <a href="tests_2validation_2_fixed_point_8h_source.xhtml#l00889">FixedPoint.h:889</a></div></div>
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@@ -7198,23 +7248,23 @@
 
 <p>Definition at line <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml#l00456">456</a> of file <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml">Utils.h</a>.</p>
 
-<p>References <a class="el" href="tests_2validation_2_fixed_point_8h_source.xhtml#l00914">arm_compute::test::fixed_point_arithmetic::detail::abs()</a>, <a class="el" href="accumulate_8cl_source.xhtml#l00041">accumulate()</a>, <a class="el" href="tests_2validation_2_fixed_point_8h_source.xhtml#l00889">arm_compute::test::fixed_point_arithmetic::detail::max()</a>, and <a class="el" href="hwc_8hpp_source.xhtml#l00276">size</a>.</p>
-<div class="fragment"><div class="line"><a name="l00457"></a><span class="lineno">  457</span>&#160;{</div><div class="line"><a name="l00458"></a><span class="lineno">  458</span>&#160;    <span class="keyword">const</span> <span class="keywordtype">size_t</span> <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a> = matrix_size * matrix_size;</div><div class="line"><a name="l00459"></a><span class="lineno">  459</span>&#160;</div><div class="line"><a name="l00460"></a><span class="lineno">  460</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ad91bb73431b4de1f4946ed949d444849">std::max</a>(1, <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ae115fc750a92fb6a5e094998b56fcc56">std::abs</a>(<a class="code" href="accumulate_8cl.xhtml#a00e540076dd545ad59ac7482f8cdf514">std::accumulate</a>(matrix, matrix + size, 0)));</div><div class="line"><a name="l00461"></a><span class="lineno">  461</span>&#160;}</div><div class="ttc" id="hwc_8hpp_xhtml_ab2c6b258f02add8fdf4cfc7c371dd772"><div class="ttname"><a href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a></div><div class="ttdeci">uint32_t size</div><div class="ttdef"><b>Definition:</b> <a href="hwc_8hpp_source.xhtml#l00276">hwc.hpp:276</a></div></div>
+<p>References <a class="el" href="tests_2validation_2_fixed_point_8h_source.xhtml#l00914">arm_compute::test::fixed_point_arithmetic::detail::abs()</a>, <a class="el" href="accumulate_8cl_source.xhtml#l00041">accumulate()</a>, <a class="el" href="tests_2validation_2_fixed_point_8h_source.xhtml#l00889">arm_compute::test::fixed_point_arithmetic::detail::max()</a>, and <a class="el" href="hwc_8hpp_source.xhtml#l00286">size</a>.</p>
+<div class="fragment"><div class="line"><a name="l00457"></a><span class="lineno">  457</span>&#160;{</div><div class="line"><a name="l00458"></a><span class="lineno">  458</span>&#160;    <span class="keyword">const</span> <span class="keywordtype">size_t</span> <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a> = matrix_size * matrix_size;</div><div class="line"><a name="l00459"></a><span class="lineno">  459</span>&#160;</div><div class="line"><a name="l00460"></a><span class="lineno">  460</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ad91bb73431b4de1f4946ed949d444849">std::max</a>(1, <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ae115fc750a92fb6a5e094998b56fcc56">std::abs</a>(<a class="code" href="accumulate_8cl.xhtml#a00e540076dd545ad59ac7482f8cdf514">std::accumulate</a>(matrix, matrix + size, 0)));</div><div class="line"><a name="l00461"></a><span class="lineno">  461</span>&#160;}</div><div class="ttc" id="hwc_8hpp_xhtml_ab2c6b258f02add8fdf4cfc7c371dd772"><div class="ttname"><a href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a></div><div class="ttdeci">uint32_t size</div><div class="ttdef"><b>Definition:</b> <a href="hwc_8hpp_source.xhtml#l00286">hwc.hpp:286</a></div></div>
 <div class="ttc" id="accumulate_8cl_xhtml_a00e540076dd545ad59ac7482f8cdf514"><div class="ttname"><a href="accumulate_8cl.xhtml#a00e540076dd545ad59ac7482f8cdf514">accumulate</a></div><div class="ttdeci">__kernel void accumulate(__global uchar *input_ptr, uint input_stride_x, uint input_step_x, uint input_stride_y, uint input_step_y, uint input_offset_first_element_in_bytes, __global uchar *accu_ptr, uint accu_stride_x, uint accu_step_x, uint accu_stride_y, uint accu_step_y, uint accu_offset_first_element_in_bytes)</div><div class="ttdoc">This function accumulates an input image into output image. </div><div class="ttdef"><b>Definition:</b> <a href="accumulate_8cl_source.xhtml#l00041">accumulate.cl:41</a></div></div>
 <div class="ttc" id="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail_xhtml_ad91bb73431b4de1f4946ed949d444849"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ad91bb73431b4de1f4946ed949d444849">arm_compute::test::fixed_point_arithmetic::detail::max</a></div><div class="ttdeci">fixed_point&lt; T &gt; max(fixed_point&lt; T &gt; x, fixed_point&lt; T &gt; y)</div><div class="ttdef"><b>Definition:</b> <a href="tests_2validation_2_fixed_point_8h_source.xhtml#l00889">FixedPoint.h:889</a></div></div>
 <div class="ttc" id="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail_xhtml_ae115fc750a92fb6a5e094998b56fcc56"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ae115fc750a92fb6a5e094998b56fcc56">arm_compute::test::fixed_point_arithmetic::detail::abs</a></div><div class="ttdeci">fixed_point&lt; T &gt; abs(fixed_point&lt; T &gt; x)</div><div class="ttdef"><b>Definition:</b> <a href="tests_2validation_2_fixed_point_8h_source.xhtml#l00914">FixedPoint.h:914</a></div></div>
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 </div>
 </div>
-<a class="anchor" id="afcdda83b6a85d5798f08d92c0e235e2e"></a>
+<a class="anchor" id="a2bbb5d1cdb27c0e8c517cb7c544226c6"></a>
 <div class="memitem">
 <div class="memproto">
       <table class="memname">
         <tr>
           <td class="memname"><a class="el" href="classarm__compute_1_1_window.xhtml">Window</a> arm_compute::calculate_max_enlarged_window </td>
           <td>(</td>
-          <td class="paramtype">const <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml">ITensorInfo</a> &amp;&#160;</td>
-          <td class="paramname"><em>info</em>, </td>
+          <td class="paramtype">const <a class="el" href="structarm__compute_1_1_valid_region.xhtml">ValidRegion</a> &amp;&#160;</td>
+          <td class="paramname"><em>valid_region</em>, </td>
         </tr>
         <tr>
           <td class="paramkey"></td>
@@ -7240,6 +7290,60 @@
 <p>The window will also includes the border.</p>
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
+    <tr><td class="paramdir">[in]</td><td class="paramname">valid_region</td><td>Valid region object defining the shape of the tensor space for which the window is created. </td></tr>
+    <tr><td class="paramdir">[in]</td><td class="paramname">steps</td><td>(Optional) Number of elements processed for each step. </td></tr>
+    <tr><td class="paramdir">[in]</td><td class="paramname">border_size</td><td>(Optional) Border size. The border region will be included in the window.</td></tr>
+  </table>
+  </dd>
+</dl>
+<dl class="section return"><dt>Returns</dt><dd>The maximum window the kernel can be executed on. </dd></dl>
+
+<p>Referenced by <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00430">calculate_max_enlarged_window()</a>, and <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00407">calculate_max_window_horizontal()</a>.</p>
+
+</div>
+</div>
+<a class="anchor" id="afcdda83b6a85d5798f08d92c0e235e2e"></a>
+<div class="memitem">
+<div class="memproto">
+<table class="mlabels">
+  <tr>
+  <td class="mlabels-left">
+      <table class="memname">
+        <tr>
+          <td class="memname"><a class="el" href="classarm__compute_1_1_window.xhtml">Window</a> arm_compute::calculate_max_enlarged_window </td>
+          <td>(</td>
+          <td class="paramtype">const <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml">ITensorInfo</a> &amp;&#160;</td>
+          <td class="paramname"><em>info</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">const <a class="el" href="classarm__compute_1_1_steps.xhtml">Steps</a> &amp;&#160;</td>
+          <td class="paramname"><em>steps</em> = <code><a class="el" href="classarm__compute_1_1_steps.xhtml">Steps</a>()</code>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype"><a class="el" href="structarm__compute_1_1_border_size.xhtml">BorderSize</a>&#160;</td>
+          <td class="paramname"><em>border_size</em> = <code><a class="el" href="structarm__compute_1_1_border_size.xhtml">BorderSize</a>()</code>&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+  </td>
+  <td class="mlabels-right">
+<span class="mlabels"><span class="mlabel">inline</span></span>  </td>
+  </tr>
+</table>
+</div><div class="memdoc">
+
+<p>Calculate the maximum window for a given tensor shape and border setting. </p>
+<p>The window will also includes the border.</p>
+<dl class="params"><dt>Parameters</dt><dd>
+  <table class="params">
     <tr><td class="paramdir">[in]</td><td class="paramname">info</td><td><a class="el" href="classarm__compute_1_1_tensor.xhtml" title="Basic implementation of the tensor interface. ">Tensor</a> info object defining the shape of the object for which the window is created. </td></tr>
     <tr><td class="paramdir">[in]</td><td class="paramname">steps</td><td>(Optional) Number of elements processed for each step. </td></tr>
     <tr><td class="paramdir">[in]</td><td class="paramname">border_size</td><td>(Optional) Border size. The border region will be included in the window.</td></tr>
@@ -7248,13 +7352,72 @@
 </dl>
 <dl class="section return"><dt>Returns</dt><dd>The maximum window the kernel can be executed on. </dd></dl>
 
-<p>Referenced by <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00407">update_window_and_padding()</a>.</p>
+<p>Definition at line <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00430">430</a> of file <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml">Helpers.h</a>.</p>
+
+<p>References <a class="el" href="namespacearm__compute.xhtml#a2bbb5d1cdb27c0e8c517cb7c544226c6">calculate_max_enlarged_window()</a>, and <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#a74dfd07380a290c34fe7c8e065029b95">ITensorInfo::valid_region()</a>.</p>
+<div class="fragment"><div class="line"><a name="l00431"></a><span class="lineno">  431</span>&#160;{</div><div class="line"><a name="l00432"></a><span class="lineno">  432</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute.xhtml#afcdda83b6a85d5798f08d92c0e235e2e">calculate_max_enlarged_window</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.valid_region(), steps, border_size);</div><div class="line"><a name="l00433"></a><span class="lineno">  433</span>&#160;}</div><div class="ttc" id="namespacearm__compute_xhtml_afcdda83b6a85d5798f08d92c0e235e2e"><div class="ttname"><a href="namespacearm__compute.xhtml#afcdda83b6a85d5798f08d92c0e235e2e">arm_compute::calculate_max_enlarged_window</a></div><div class="ttdeci">Window calculate_max_enlarged_window(const ITensorInfo &amp;info, const Steps &amp;steps=Steps(), BorderSize border_size=BorderSize())</div><div class="ttdoc">Calculate the maximum window for a given tensor shape and border setting. </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_helpers_8h_source.xhtml#l00430">Helpers.h:430</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a096668313a9a819d54a2e65ec21ff0cc"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">arm_compute::test::validation::info</a></div><div class="ttdeci">src info() -&gt; set_format(Format::S16)</div></div>
+</div><!-- fragment -->
+</div>
+</div>
+<a class="anchor" id="a1c28e5916fd54b778da115bfe646f588"></a>
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname"><a class="el" href="classarm__compute_1_1_window.xhtml">Window</a> arm_compute::calculate_max_window </td>
+          <td>(</td>
+          <td class="paramtype">const <a class="el" href="structarm__compute_1_1_valid_region.xhtml">ValidRegion</a> &amp;&#160;</td>
+          <td class="paramname"><em>valid_region</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">const <a class="el" href="classarm__compute_1_1_steps.xhtml">Steps</a> &amp;&#160;</td>
+          <td class="paramname"><em>steps</em> = <code><a class="el" href="classarm__compute_1_1_steps.xhtml">Steps</a>()</code>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">bool&#160;</td>
+          <td class="paramname"><em>skip_border</em> = <code>false</code>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype"><a class="el" href="structarm__compute_1_1_border_size.xhtml">BorderSize</a>&#160;</td>
+          <td class="paramname"><em>border_size</em> = <code><a class="el" href="structarm__compute_1_1_border_size.xhtml">BorderSize</a>()</code>&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+
+<p>Calculate the maximum window for a given tensor shape and border setting. </p>
+<dl class="params"><dt>Parameters</dt><dd>
+  <table class="params">
+    <tr><td class="paramdir">[in]</td><td class="paramname">valid_region</td><td>Valid region object defining the shape of the tensor space for which the window is created. </td></tr>
+    <tr><td class="paramdir">[in]</td><td class="paramname">steps</td><td>(Optional) Number of elements processed for each step. </td></tr>
+    <tr><td class="paramdir">[in]</td><td class="paramname">skip_border</td><td>(Optional) If true exclude the border region from the window. </td></tr>
+    <tr><td class="paramdir">[in]</td><td class="paramname">border_size</td><td>(Optional) Border size.</td></tr>
+  </table>
+  </dd>
+</dl>
+<dl class="section return"><dt>Returns</dt><dd>The maximum window the kernel can be executed on. </dd></dl>
+
+<p>Referenced by <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00382">calculate_max_window()</a>, and <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00341">update_window_and_padding()</a>.</p>
 
 </div>
 </div>
 <a class="anchor" id="aa2117aef4381edbdf81e17ec088df7f1"></a>
 <div class="memitem">
 <div class="memproto">
+<table class="mlabels">
+  <tr>
+  <td class="mlabels-left">
       <table class="memname">
         <tr>
           <td class="memname"><a class="el" href="classarm__compute_1_1_window.xhtml">Window</a> arm_compute::calculate_max_window </td>
@@ -7286,6 +7449,11 @@
           <td></td><td></td>
         </tr>
       </table>
+  </td>
+  <td class="mlabels-right">
+<span class="mlabels"><span class="mlabel">inline</span></span>  </td>
+  </tr>
+</table>
 </div><div class="memdoc">
 
 <p>Calculate the maximum window for a given tensor shape and border setting. </p>
@@ -7300,13 +7468,72 @@
 </dl>
 <dl class="section return"><dt>Returns</dt><dd>The maximum window the kernel can be executed on. </dd></dl>
 
-<p>Referenced by <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00407">update_window_and_padding()</a>.</p>
+<p>Definition at line <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00382">382</a> of file <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml">Helpers.h</a>.</p>
+
+<p>References <a class="el" href="namespacearm__compute.xhtml#a1c28e5916fd54b778da115bfe646f588">calculate_max_window()</a>, <a class="el" href="namespacearm__compute.xhtml#a252e257c58bfccbb272c0a5bf81d42cb">calculate_max_window_horizontal()</a>, and <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#a74dfd07380a290c34fe7c8e065029b95">ITensorInfo::valid_region()</a>.</p>
+<div class="fragment"><div class="line"><a name="l00383"></a><span class="lineno">  383</span>&#160;{</div><div class="line"><a name="l00384"></a><span class="lineno">  384</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute.xhtml#aa2117aef4381edbdf81e17ec088df7f1">calculate_max_window</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.valid_region(), steps, skip_border, border_size);</div><div class="line"><a name="l00385"></a><span class="lineno">  385</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a096668313a9a819d54a2e65ec21ff0cc"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">arm_compute::test::validation::info</a></div><div class="ttdeci">src info() -&gt; set_format(Format::S16)</div></div>
+<div class="ttc" id="namespacearm__compute_xhtml_aa2117aef4381edbdf81e17ec088df7f1"><div class="ttname"><a href="namespacearm__compute.xhtml#aa2117aef4381edbdf81e17ec088df7f1">arm_compute::calculate_max_window</a></div><div class="ttdeci">Window calculate_max_window(const ITensorInfo &amp;info, const Steps &amp;steps=Steps(), bool skip_border=false, BorderSize border_size=BorderSize())</div><div class="ttdoc">Calculate the maximum window for a given tensor shape and border setting. </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_helpers_8h_source.xhtml#l00382">Helpers.h:382</a></div></div>
+</div><!-- fragment -->
+</div>
+</div>
+<a class="anchor" id="a252e257c58bfccbb272c0a5bf81d42cb"></a>
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname"><a class="el" href="classarm__compute_1_1_window.xhtml">Window</a> arm_compute::calculate_max_window_horizontal </td>
+          <td>(</td>
+          <td class="paramtype">const <a class="el" href="structarm__compute_1_1_valid_region.xhtml">ValidRegion</a> &amp;&#160;</td>
+          <td class="paramname"><em>valid_region</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">const <a class="el" href="classarm__compute_1_1_steps.xhtml">Steps</a> &amp;&#160;</td>
+          <td class="paramname"><em>steps</em> = <code><a class="el" href="classarm__compute_1_1_steps.xhtml">Steps</a>()</code>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">bool&#160;</td>
+          <td class="paramname"><em>skip_border</em> = <code>false</code>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype"><a class="el" href="structarm__compute_1_1_border_size.xhtml">BorderSize</a>&#160;</td>
+          <td class="paramname"><em>border_size</em> = <code><a class="el" href="structarm__compute_1_1_border_size.xhtml">BorderSize</a>()</code>&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+
+<p>Calculate the maximum window used by a horizontal kernel for a given tensor shape and border setting. </p>
+<dl class="params"><dt>Parameters</dt><dd>
+  <table class="params">
+    <tr><td class="paramdir">[in]</td><td class="paramname">valid_region</td><td>Valid region object defining the shape of the tensor space for which the window is created. </td></tr>
+    <tr><td class="paramdir">[in]</td><td class="paramname">steps</td><td>(Optional) Number of elements processed for each step. </td></tr>
+    <tr><td class="paramdir">[in]</td><td class="paramname">skip_border</td><td>(Optional) If true exclude the border region from the window. </td></tr>
+    <tr><td class="paramdir">[in]</td><td class="paramname">border_size</td><td>(Optional) Border size. The border region will be excluded from the window.</td></tr>
+  </table>
+  </dd>
+</dl>
+<dl class="section return"><dt>Returns</dt><dd>The maximum window the kernel can be executed on. </dd></dl>
+
+<p>Referenced by <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00382">calculate_max_window()</a>, and <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00407">calculate_max_window_horizontal()</a>.</p>
 
 </div>
 </div>
 <a class="anchor" id="a47456b4d520aee1cba80bf6e20f6685a"></a>
 <div class="memitem">
 <div class="memproto">
+<table class="mlabels">
+  <tr>
+  <td class="mlabels-left">
       <table class="memname">
         <tr>
           <td class="memname"><a class="el" href="classarm__compute_1_1_window.xhtml">Window</a> arm_compute::calculate_max_window_horizontal </td>
@@ -7338,6 +7565,11 @@
           <td></td><td></td>
         </tr>
       </table>
+  </td>
+  <td class="mlabels-right">
+<span class="mlabels"><span class="mlabel">inline</span></span>  </td>
+  </tr>
+</table>
 </div><div class="memdoc">
 
 <p>Calculate the maximum window used by a horizontal kernel for a given tensor shape and border setting. </p>
@@ -7346,14 +7578,18 @@
     <tr><td class="paramdir">[in]</td><td class="paramname">info</td><td><a class="el" href="classarm__compute_1_1_tensor.xhtml" title="Basic implementation of the tensor interface. ">Tensor</a> info object defining the shape of the object for which the window is created. </td></tr>
     <tr><td class="paramdir">[in]</td><td class="paramname">steps</td><td>(Optional) Number of elements processed for each step. </td></tr>
     <tr><td class="paramdir">[in]</td><td class="paramname">skip_border</td><td>(Optional) If true exclude the border region from the window. </td></tr>
-    <tr><td class="paramdir">[in]</td><td class="paramname">border_size</td><td>(Optional) Border size. The border region will be excluded from the window.</td></tr>
+    <tr><td class="paramdir">[in]</td><td class="paramname">border_size</td><td>(Optional) Border size.</td></tr>
   </table>
   </dd>
 </dl>
 <dl class="section return"><dt>Returns</dt><dd>The maximum window the kernel can be executed on. </dd></dl>
 
-<p>Referenced by <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00407">update_window_and_padding()</a>.</p>
+<p>Definition at line <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00407">407</a> of file <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml">Helpers.h</a>.</p>
 
+<p>References <a class="el" href="namespacearm__compute.xhtml#a2bbb5d1cdb27c0e8c517cb7c544226c6">calculate_max_enlarged_window()</a>, <a class="el" href="namespacearm__compute.xhtml#a252e257c58bfccbb272c0a5bf81d42cb">calculate_max_window_horizontal()</a>, and <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#a74dfd07380a290c34fe7c8e065029b95">ITensorInfo::valid_region()</a>.</p>
+<div class="fragment"><div class="line"><a name="l00408"></a><span class="lineno">  408</span>&#160;{</div><div class="line"><a name="l00409"></a><span class="lineno">  409</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute.xhtml#a47456b4d520aee1cba80bf6e20f6685a">calculate_max_window_horizontal</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.valid_region(), steps, skip_border, border_size);</div><div class="line"><a name="l00410"></a><span class="lineno">  410</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a096668313a9a819d54a2e65ec21ff0cc"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">arm_compute::test::validation::info</a></div><div class="ttdeci">src info() -&gt; set_format(Format::S16)</div></div>
+<div class="ttc" id="namespacearm__compute_xhtml_a47456b4d520aee1cba80bf6e20f6685a"><div class="ttname"><a href="namespacearm__compute.xhtml#a47456b4d520aee1cba80bf6e20f6685a">arm_compute::calculate_max_window_horizontal</a></div><div class="ttdeci">Window calculate_max_window_horizontal(const ITensorInfo &amp;info, const Steps &amp;steps=Steps(), bool skip_border=false, BorderSize border_size=BorderSize())</div><div class="ttdoc">Calculate the maximum window used by a horizontal kernel for a given tensor shape and border setting...</div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_helpers_8h_source.xhtml#l00407">Helpers.h:407</a></div></div>
+</div><!-- fragment -->
 </div>
 </div>
 <a class="anchor" id="ae3c6412e9c2b3b6c75a577f700e9b228"></a>
@@ -7419,12 +7655,13 @@
 </dl>
 <dl class="section return"><dt>Returns</dt><dd>The corrispondent valid region </dd></dl>
 
-<p>Definition at line <a class="el" href="_helpers_8inl_source.xhtml#l00290">290</a> of file <a class="el" href="_helpers_8inl_source.xhtml">Helpers.inl</a>.</p>
+<p>Definition at line <a class="el" href="_helpers_8inl_source.xhtml#l00285">285</a> of file <a class="el" href="_helpers_8inl_source.xhtml">Helpers.inl</a>.</p>
 
-<p>References <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00185">ValidRegion::anchor</a>, <a class="el" href="namespacearm__compute.xhtml#a966a9c417ce5e94dca08d9b5e745c0c9aad6fddf718ad19b063e02fdd7e8e3e65">BILINEAR</a>, <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00265">BorderSize::left</a>, <a class="el" href="_dimensions_8h_source.xhtml#l00122">Dimensions&lt; T &gt;::num_dimensions()</a>, <a class="el" href="_dimensions_8h_source.xhtml#l00074">Dimensions&lt; T &gt;::set()</a>, <a class="el" href="_tensor_shape_8h_source.xhtml#l00074">TensorShape::set()</a>, <a class="el" href="_dimensions_8h_source.xhtml#l00128">Dimensions&lt; T &gt;::set_num_dimensions()</a>, <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00186">ValidRegion::shape</a>, <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#a7c66505457d00ece3aa4b34cab80757d">ITensorInfo::tensor_shape()</a>, <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00262">BorderSize::top</a>, and <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#a74dfd07380a290c34fe7c8e065029b95">ITensorInfo::valid_region()</a>.</p>
+<p>References <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00193">ValidRegion::anchor</a>, <a class="el" href="namespacearm__compute.xhtml#a966a9c417ce5e94dca08d9b5e745c0c9aad6fddf718ad19b063e02fdd7e8e3e65">BILINEAR</a>, <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00273">BorderSize::left</a>, <a class="el" href="_dimensions_8h_source.xhtml#l00122">Dimensions&lt; T &gt;::num_dimensions()</a>, <a class="el" href="_dimensions_8h_source.xhtml#l00074">Dimensions&lt; T &gt;::set()</a>, <a class="el" href="_tensor_shape_8h_source.xhtml#l00074">TensorShape::set()</a>, <a class="el" href="_c_l_2_convolution_8cpp_source.xhtml#l00119">arm_compute::test::validation::shape</a>, <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00194">ValidRegion::shape</a>, <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#a7c66505457d00ece3aa4b34cab80757d">ITensorInfo::tensor_shape()</a>, <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00270">BorderSize::top</a>, and <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#a74dfd07380a290c34fe7c8e065029b95">ITensorInfo::valid_region()</a>.</p>
 
-<p>Referenced by <a class="el" href="_c_l_2_scale_8cpp_source.xhtml#l00070">arm_compute::test::validation::DATA_TEST_CASE()</a>, <a class="el" href="_c_l_2_scale_8cpp_source.xhtml#l00119">arm_compute::test::validation::FIXTURE_DATA_TEST_CASE()</a>, and <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00534">permute()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00291"></a><span class="lineno">  291</span>&#160;{</div><div class="line"><a name="l00292"></a><span class="lineno">  292</span>&#160;    <span class="keyword">const</span> <span class="keyword">auto</span>  wr = <span class="keyword">static_cast&lt;</span><span class="keywordtype">float</span><span class="keyword">&gt;</span>(dst_shape[0]) / static_cast&lt;float&gt;(src_info.tensor_shape()[0]);</div><div class="line"><a name="l00293"></a><span class="lineno">  293</span>&#160;    <span class="keyword">const</span> <span class="keyword">auto</span>  hr = <span class="keyword">static_cast&lt;</span><span class="keywordtype">float</span><span class="keyword">&gt;</span>(dst_shape[1]) / static_cast&lt;float&gt;(src_info.tensor_shape()[1]);</div><div class="line"><a name="l00294"></a><span class="lineno">  294</span>&#160;    Coordinates anchor;</div><div class="line"><a name="l00295"></a><span class="lineno">  295</span>&#160;    anchor.set_num_dimensions(src_info.tensor_shape().num_dimensions());</div><div class="line"><a name="l00296"></a><span class="lineno">  296</span>&#160;    TensorShape new_dst_shape(dst_shape);</div><div class="line"><a name="l00297"></a><span class="lineno">  297</span>&#160;    anchor.set(0, (policy == InterpolationPolicy::BILINEAR</div><div class="line"><a name="l00298"></a><span class="lineno">  298</span>&#160;                   &amp;&amp; border_undefined) ?</div><div class="line"><a name="l00299"></a><span class="lineno">  299</span>&#160;               ((static_cast&lt;int&gt;(src_info.valid_region().anchor[0]) + border_size.left + 0.5f) * wr - 0.5f) :</div><div class="line"><a name="l00300"></a><span class="lineno">  300</span>&#160;               ((static_cast&lt;int&gt;(src_info.valid_region().anchor[0]) + 0.5f) * wr - 0.5f));</div><div class="line"><a name="l00301"></a><span class="lineno">  301</span>&#160;    anchor.set(1, (policy == InterpolationPolicy::BILINEAR</div><div class="line"><a name="l00302"></a><span class="lineno">  302</span>&#160;                   &amp;&amp; border_undefined) ?</div><div class="line"><a name="l00303"></a><span class="lineno">  303</span>&#160;               ((static_cast&lt;int&gt;(src_info.valid_region().anchor[1]) + border_size.top + 0.5f) * hr - 0.5f) :</div><div class="line"><a name="l00304"></a><span class="lineno">  304</span>&#160;               ((static_cast&lt;int&gt;(src_info.valid_region().anchor[1]) + 0.5f) * hr - 0.5f));</div><div class="line"><a name="l00305"></a><span class="lineno">  305</span>&#160;    <span class="keywordtype">float</span> shape_out_x = (policy == InterpolationPolicy::BILINEAR</div><div class="line"><a name="l00306"></a><span class="lineno">  306</span>&#160;                         &amp;&amp; border_undefined) ?</div><div class="line"><a name="l00307"></a><span class="lineno">  307</span>&#160;                        ((static_cast&lt;int&gt;(src_info.valid_region().anchor[0]) + static_cast&lt;int&gt;(src_info.valid_region().shape[0]) - 1) - 1 + 0.5f) * wr - 0.5f :</div><div class="line"><a name="l00308"></a><span class="lineno">  308</span>&#160;                        ((static_cast&lt;int&gt;(src_info.valid_region().anchor[0]) + static_cast&lt;int&gt;(src_info.valid_region().shape[0])) + 0.5f) * wr - 0.5f;</div><div class="line"><a name="l00309"></a><span class="lineno">  309</span>&#160;    <span class="keywordtype">float</span> shape_out_y = (policy == InterpolationPolicy::BILINEAR</div><div class="line"><a name="l00310"></a><span class="lineno">  310</span>&#160;                         &amp;&amp; border_undefined) ?</div><div class="line"><a name="l00311"></a><span class="lineno">  311</span>&#160;                        ((static_cast&lt;int&gt;(src_info.valid_region().anchor[1]) + static_cast&lt;int&gt;(src_info.valid_region().shape[1]) - 1) - 1 + 0.5f) * hr - 0.5f :</div><div class="line"><a name="l00312"></a><span class="lineno">  312</span>&#160;                        ((static_cast&lt;int&gt;(src_info.valid_region().anchor[1]) + static_cast&lt;int&gt;(src_info.valid_region().shape[1])) + 0.5f) * hr - 0.5f;</div><div class="line"><a name="l00313"></a><span class="lineno">  313</span>&#160;</div><div class="line"><a name="l00314"></a><span class="lineno">  314</span>&#160;    new_dst_shape.set(0, shape_out_x - anchor[0]);</div><div class="line"><a name="l00315"></a><span class="lineno">  315</span>&#160;    new_dst_shape.set(1, shape_out_y - anchor[1]);</div><div class="line"><a name="l00316"></a><span class="lineno">  316</span>&#160;</div><div class="line"><a name="l00317"></a><span class="lineno">  317</span>&#160;    <span class="keywordflow">return</span> ValidRegion(std::move(anchor), std::move(new_dst_shape));</div><div class="line"><a name="l00318"></a><span class="lineno">  318</span>&#160;}</div></div><!-- fragment -->
+<p>Referenced by <a class="el" href="validation_2_c_l_2_scale_8cpp_source.xhtml#l00070">arm_compute::test::validation::DATA_TEST_CASE()</a>, <a class="el" href="validation_2_c_l_2_scale_8cpp_source.xhtml#l00119">arm_compute::test::validation::FIXTURE_DATA_TEST_CASE()</a>, and <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00509">permute()</a>.</p>
+<div class="fragment"><div class="line"><a name="l00286"></a><span class="lineno">  286</span>&#160;{</div><div class="line"><a name="l00287"></a><span class="lineno">  287</span>&#160;    <span class="keyword">const</span> <span class="keyword">auto</span> wr = <span class="keyword">static_cast&lt;</span><span class="keywordtype">float</span><span class="keyword">&gt;</span>(dst_shape[0]) / static_cast&lt;float&gt;(src_info.tensor_shape()[0]);</div><div class="line"><a name="l00288"></a><span class="lineno">  288</span>&#160;    <span class="keyword">const</span> <span class="keyword">auto</span> hr = <span class="keyword">static_cast&lt;</span><span class="keywordtype">float</span><span class="keyword">&gt;</span>(dst_shape[1]) / static_cast&lt;float&gt;(src_info.tensor_shape()[1]);</div><div class="line"><a name="l00289"></a><span class="lineno">  289</span>&#160;</div><div class="line"><a name="l00290"></a><span class="lineno">  290</span>&#160;    ValidRegion valid_region{ Coordinates(), dst_shape, src_info.tensor_shape().num_dimensions() };</div><div class="line"><a name="l00291"></a><span class="lineno">  291</span>&#160;</div><div class="line"><a name="l00292"></a><span class="lineno">  292</span>&#160;    Coordinates &amp;anchor = valid_region.anchor;</div><div class="line"><a name="l00293"></a><span class="lineno">  293</span>&#160;    TensorShape &amp;<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a45cde9abb508c62d67c3bb2b9bf566a5">shape</a>  = valid_region.shape;</div><div class="line"><a name="l00294"></a><span class="lineno">  294</span>&#160;</div><div class="line"><a name="l00295"></a><span class="lineno">  295</span>&#160;    anchor.set(0, (policy == InterpolationPolicy::BILINEAR</div><div class="line"><a name="l00296"></a><span class="lineno">  296</span>&#160;                   &amp;&amp; border_undefined) ?</div><div class="line"><a name="l00297"></a><span class="lineno">  297</span>&#160;               ((static_cast&lt;int&gt;(src_info.valid_region().anchor[0]) + border_size.left + 0.5f) * wr - 0.5f) :</div><div class="line"><a name="l00298"></a><span class="lineno">  298</span>&#160;               ((static_cast&lt;int&gt;(src_info.valid_region().anchor[0]) + 0.5f) * wr - 0.5f));</div><div class="line"><a name="l00299"></a><span class="lineno">  299</span>&#160;    anchor.set(1, (policy == InterpolationPolicy::BILINEAR</div><div class="line"><a name="l00300"></a><span class="lineno">  300</span>&#160;                   &amp;&amp; border_undefined) ?</div><div class="line"><a name="l00301"></a><span class="lineno">  301</span>&#160;               ((static_cast&lt;int&gt;(src_info.valid_region().anchor[1]) + border_size.top + 0.5f) * hr - 0.5f) :</div><div class="line"><a name="l00302"></a><span class="lineno">  302</span>&#160;               ((static_cast&lt;int&gt;(src_info.valid_region().anchor[1]) + 0.5f) * hr - 0.5f));</div><div class="line"><a name="l00303"></a><span class="lineno">  303</span>&#160;    <span class="keywordtype">float</span> shape_out_x = (policy == InterpolationPolicy::BILINEAR</div><div class="line"><a name="l00304"></a><span class="lineno">  304</span>&#160;                         &amp;&amp; border_undefined) ?</div><div class="line"><a name="l00305"></a><span class="lineno">  305</span>&#160;                        ((static_cast&lt;int&gt;(src_info.valid_region().anchor[0]) + static_cast&lt;int&gt;(src_info.valid_region().shape[0]) - 1) - 1 + 0.5f) * wr - 0.5f :</div><div class="line"><a name="l00306"></a><span class="lineno">  306</span>&#160;                        ((static_cast&lt;int&gt;(src_info.valid_region().anchor[0]) + static_cast&lt;int&gt;(src_info.valid_region().shape[0])) + 0.5f) * wr - 0.5f;</div><div class="line"><a name="l00307"></a><span class="lineno">  307</span>&#160;    <span class="keywordtype">float</span> shape_out_y = (policy == InterpolationPolicy::BILINEAR</div><div class="line"><a name="l00308"></a><span class="lineno">  308</span>&#160;                         &amp;&amp; border_undefined) ?</div><div class="line"><a name="l00309"></a><span class="lineno">  309</span>&#160;                        ((static_cast&lt;int&gt;(src_info.valid_region().anchor[1]) + static_cast&lt;int&gt;(src_info.valid_region().shape[1]) - 1) - 1 + 0.5f) * hr - 0.5f :</div><div class="line"><a name="l00310"></a><span class="lineno">  310</span>&#160;                        ((static_cast&lt;int&gt;(src_info.valid_region().anchor[1]) + static_cast&lt;int&gt;(src_info.valid_region().shape[1])) + 0.5f) * hr - 0.5f;</div><div class="line"><a name="l00311"></a><span class="lineno">  311</span>&#160;</div><div class="line"><a name="l00312"></a><span class="lineno">  312</span>&#160;    shape.set(0, shape_out_x - anchor[0]);</div><div class="line"><a name="l00313"></a><span class="lineno">  313</span>&#160;    shape.set(1, shape_out_y - anchor[1]);</div><div class="line"><a name="l00314"></a><span class="lineno">  314</span>&#160;</div><div class="line"><a name="l00315"></a><span class="lineno">  315</span>&#160;    <span class="keywordflow">return</span> valid_region;</div><div class="line"><a name="l00316"></a><span class="lineno">  316</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a45cde9abb508c62d67c3bb2b9bf566a5"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a45cde9abb508c62d67c3bb2b9bf566a5">arm_compute::test::validation::shape</a></div><div class="ttdeci">shape</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_2_convolution_8cpp_source.xhtml#l00119">Convolution.cpp:119</a></div></div>
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@@ -7464,70 +7701,11 @@
 
 <p>Definition at line <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml#l00045">45</a> of file <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml">Utils.h</a>.</p>
 
-<p>References <a class="el" href="core_2_error_8h_source.xhtml#l00306">ARM_COMPUTE_ERROR_ON</a>, and <a class="el" href="hwc_8hpp_source.xhtml#l00269">value</a>.</p>
+<p>References <a class="el" href="core_2_error_8h_source.xhtml#l00306">ARM_COMPUTE_ERROR_ON</a>, and <a class="el" href="hwc_8hpp_source.xhtml#l00278">value</a>.</p>
 
-<p>Referenced by <a class="el" href="_c_l_2_remap_8cpp_source.xhtml#l00053">arm_compute::test::validation::DATA_TEST_CASE()</a>, and <a class="el" href="_window_8inl_source.xhtml#l00097">Window::scale()</a>.</p>
+<p>Referenced by <a class="el" href="_c_l_2_remap_8cpp_source.xhtml#l00053">arm_compute::test::validation::DATA_TEST_CASE()</a>, and <a class="el" href="_window_8inl_source.xhtml#l00113">Window::scale()</a>.</p>
 <div class="fragment"><div class="line"><a name="l00046"></a><span class="lineno">   46</span>&#160;{</div><div class="line"><a name="l00047"></a><span class="lineno">   47</span>&#160;    <a class="code" href="core_2_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a>(<a class="code" href="hwc_8hpp.xhtml#a0f61d63b009d0880a89c843bd50d8d76">value</a> &lt; 0 || divisor &lt;= 0);</div><div class="line"><a name="l00048"></a><span class="lineno">   48</span>&#160;    <span class="keywordflow">return</span> ((<a class="code" href="hwc_8hpp.xhtml#a0f61d63b009d0880a89c843bd50d8d76">value</a> + divisor - 1) / divisor) * divisor;</div><div class="line"><a name="l00049"></a><span class="lineno">   49</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a54a6080c9f4df1f908e57a9bbb46f5da"><div class="ttname"><a href="core_2_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR_ON(cond)</div><div class="ttdoc">If the condition is true then an error message is printed and an exception thrown. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00306">Error.h:306</a></div></div>
-<div class="ttc" id="hwc_8hpp_xhtml_a0f61d63b009d0880a89c843bd50d8d76"><div class="ttname"><a href="hwc_8hpp.xhtml#a0f61d63b009d0880a89c843bd50d8d76">value</a></div><div class="ttdeci">void * value</div><div class="ttdef"><b>Definition:</b> <a href="hwc_8hpp_source.xhtml#l00269">hwc.hpp:269</a></div></div>
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-</div>
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-<div class="memitem">
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-  <td class="mlabels-left">
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-          <td class="memname">T arm_compute::clamp </td>
-          <td>(</td>
-          <td class="paramtype">const T &amp;&#160;</td>
-          <td class="paramname"><em>n</em>, </td>
-        </tr>
-        <tr>
-          <td class="paramkey"></td>
-          <td></td>
-          <td class="paramtype">const T &amp;&#160;</td>
-          <td class="paramname"><em>lower</em>, </td>
-        </tr>
-        <tr>
-          <td class="paramkey"></td>
-          <td></td>
-          <td class="paramtype">const T &amp;&#160;</td>
-          <td class="paramname"><em>upper</em>&#160;</td>
-        </tr>
-        <tr>
-          <td></td>
-          <td>)</td>
-          <td></td><td></td>
-        </tr>
-      </table>
-  </td>
-  <td class="mlabels-right">
-<span class="mlabels"><span class="mlabel">inline</span></span>  </td>
-  </tr>
-</table>
-</div><div class="memdoc">
-
-<p>Performs clamping among a lower and upper value. </p>
-<dl class="params"><dt>Parameters</dt><dd>
-  <table class="params">
-    <tr><td class="paramdir">[in]</td><td class="paramname">n</td><td>Value to clamp. </td></tr>
-    <tr><td class="paramdir">[in]</td><td class="paramname">lower</td><td>Lower threshold. </td></tr>
-    <tr><td class="paramdir">[in]</td><td class="paramname">upper</td><td>Upper threshold.</td></tr>
-  </table>
-  </dd>
-</dl>
-<dl class="section return"><dt>Returns</dt><dd>Clamped value. </dd></dl>
-
-<p>Definition at line <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00265">265</a> of file <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml">Helpers.h</a>.</p>
-
-<p>References <a class="el" href="tests_2validation_2_fixed_point_8h_source.xhtml#l00889">arm_compute::test::fixed_point_arithmetic::detail::max()</a>, and <a class="el" href="tests_2validation_2_fixed_point_8h_source.xhtml#l00884">arm_compute::test::fixed_point_arithmetic::detail::min()</a>.</p>
-
-<p>Referenced by <a class="el" href="asymm__helper_8h_source.xhtml#l00200">asymm_exp_on_negative_values()</a>, <a class="el" href="warp__helpers_8h_source.xhtml#l00034">clamp_to_border_with_size()</a>, <a class="el" href="roi__pooling__layer_8cl_source.xhtml#l00123">roi_pooling_layer()</a>, and <a class="el" href="reference_2_scale_8cpp_source.xhtml#l00040">arm_compute::test::validation::reference::scale()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00266"></a><span class="lineno">  266</span>&#160;{</div><div class="line"><a name="l00267"></a><span class="lineno">  267</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ad91bb73431b4de1f4946ed949d444849">std::max</a>(lower, <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#aabcf39e3917f842dbc5fbb0d802f24d5">std::min</a>(n, upper));</div><div class="line"><a name="l00268"></a><span class="lineno">  268</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail_xhtml_aabcf39e3917f842dbc5fbb0d802f24d5"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#aabcf39e3917f842dbc5fbb0d802f24d5">arm_compute::test::fixed_point_arithmetic::detail::min</a></div><div class="ttdeci">fixed_point&lt; T &gt; min(fixed_point&lt; T &gt; x, fixed_point&lt; T &gt; y)</div><div class="ttdef"><b>Definition:</b> <a href="tests_2validation_2_fixed_point_8h_source.xhtml#l00884">FixedPoint.h:884</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail_xhtml_ad91bb73431b4de1f4946ed949d444849"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ad91bb73431b4de1f4946ed949d444849">arm_compute::test::fixed_point_arithmetic::detail::max</a></div><div class="ttdeci">fixed_point&lt; T &gt; max(fixed_point&lt; T &gt; x, fixed_point&lt; T &gt; y)</div><div class="ttdef"><b>Definition:</b> <a href="tests_2validation_2_fixed_point_8h_source.xhtml#l00889">FixedPoint.h:889</a></div></div>
+<div class="ttc" id="hwc_8hpp_xhtml_a0f61d63b009d0880a89c843bd50d8d76"><div class="ttname"><a href="hwc_8hpp.xhtml#a0f61d63b009d0880a89c843bd50d8d76">value</a></div><div class="ttdeci">void * value</div><div class="ttdef"><b>Definition:</b> <a href="hwc_8hpp_source.xhtml#l00278">hwc.hpp:278</a></div></div>
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@@ -7563,9 +7741,9 @@
 
 <p>Definition at line <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml#l00550">550</a> of file <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml">NEColorConvertHelper.inl</a>.</p>
 
-<p>References <a class="el" href="core_2_error_8h_source.xhtml#l00306">ARM_COMPUTE_ERROR_ON</a>, <a class="el" href="_window_8h_source.xhtml#l00043">Window::DimX</a>, <a class="el" href="_window_8h_source.xhtml#l00045">Window::DimY</a>, <a class="el" href="_window_8h_source.xhtml#l00090">Window::Dimension::end()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00127">execute_window_loop()</a>, <a class="el" href="_window_8inl_source.xhtml#l00040">Window::set()</a>, <a class="el" href="_window_8h_source.xhtml#l00085">Window::Dimension::start()</a>, <a class="el" href="_window_8h_source.xhtml#l00095">Window::Dimension::step()</a>, <a class="el" href="_window_8inl_source.xhtml#l00112">Window::validate()</a>, <a class="el" href="_window_8h_source.xhtml#l00128">Window::x()</a>, and <a class="el" href="_window_8h_source.xhtml#l00137">Window::y()</a>.</p>
+<p>References <a class="el" href="core_2_error_8h_source.xhtml#l00306">ARM_COMPUTE_ERROR_ON</a>, <a class="el" href="_window_8h_source.xhtml#l00043">Window::DimX</a>, <a class="el" href="_window_8h_source.xhtml#l00045">Window::DimY</a>, <a class="el" href="_window_8h_source.xhtml#l00090">Window::Dimension::end()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00122">execute_window_loop()</a>, <a class="el" href="_window_8inl_source.xhtml#l00040">Window::set()</a>, <a class="el" href="_window_8h_source.xhtml#l00085">Window::Dimension::start()</a>, <a class="el" href="_window_8h_source.xhtml#l00095">Window::Dimension::step()</a>, <a class="el" href="_window_8inl_source.xhtml#l00128">Window::validate()</a>, <a class="el" href="_window_8h_source.xhtml#l00128">Window::x()</a>, and <a class="el" href="_window_8h_source.xhtml#l00137">Window::y()</a>.</p>
 <div class="fragment"><div class="line"><a name="l00551"></a><span class="lineno">  551</span>&#160;{</div><div class="line"><a name="l00552"></a><span class="lineno">  552</span>&#160;    <a class="code" href="core_2_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a>(<span class="keyword">nullptr</span> == input);</div><div class="line"><a name="l00553"></a><span class="lineno">  553</span>&#160;    <a class="code" href="core_2_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a>(<span class="keyword">nullptr</span> == output);</div><div class="line"><a name="l00554"></a><span class="lineno">  554</span>&#160;    win.validate();</div><div class="line"><a name="l00555"></a><span class="lineno">  555</span>&#160;</div><div class="line"><a name="l00556"></a><span class="lineno">  556</span>&#160;    <span class="keyword">const</span> <span class="keyword">auto</span> input_ptr  = <span class="keyword">static_cast&lt;</span><span class="keyword">const </span>IMultiImage *__restrict<span class="keyword">&gt;</span>(input);</div><div class="line"><a name="l00557"></a><span class="lineno">  557</span>&#160;    <span class="keyword">const</span> <span class="keyword">auto</span> output_ptr = <span class="keyword">static_cast&lt;</span>IMultiImage *__restrict<span class="keyword">&gt;</span>(output);</div><div class="line"><a name="l00558"></a><span class="lineno">  558</span>&#160;</div><div class="line"><a name="l00559"></a><span class="lineno">  559</span>&#160;    <span class="comment">// UV&#39;s width and height are subsampled</span></div><div class="line"><a name="l00560"></a><span class="lineno">  560</span>&#160;    Window win_uv(win);</div><div class="line"><a name="l00561"></a><span class="lineno">  561</span>&#160;    win_uv.set(Window::DimX, Window::Dimension(win_uv.x().start() / 2, win_uv.x().end() / 2, win_uv.x().step() / 2));</div><div class="line"><a name="l00562"></a><span class="lineno">  562</span>&#160;    win_uv.set(Window::DimY, Window::Dimension(win_uv.y().start() / 2, win_uv.y().end() / 2, 1));</div><div class="line"><a name="l00563"></a><span class="lineno">  563</span>&#160;    win_uv.validate();</div><div class="line"><a name="l00564"></a><span class="lineno">  564</span>&#160;</div><div class="line"><a name="l00565"></a><span class="lineno">  565</span>&#160;    Iterator in_y(input_ptr-&gt;plane(0), win);</div><div class="line"><a name="l00566"></a><span class="lineno">  566</span>&#160;    Iterator in_u(input_ptr-&gt;plane(1), win_uv);</div><div class="line"><a name="l00567"></a><span class="lineno">  567</span>&#160;    Iterator in_v(input_ptr-&gt;plane(2), win_uv);</div><div class="line"><a name="l00568"></a><span class="lineno">  568</span>&#160;    Iterator out_y(output_ptr-&gt;plane(0), win);</div><div class="line"><a name="l00569"></a><span class="lineno">  569</span>&#160;    Iterator out_uv(output_ptr-&gt;plane(1), win_uv);</div><div class="line"><a name="l00570"></a><span class="lineno">  570</span>&#160;</div><div class="line"><a name="l00571"></a><span class="lineno">  571</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a6c0dcc38187027dcb89cd9724bc5a823">execute_window_loop</a>(win, [&amp;](<span class="keyword">const</span> Coordinates &amp; <span class="keywordtype">id</span>)</div><div class="line"><a name="l00572"></a><span class="lineno">  572</span>&#160;    {</div><div class="line"><a name="l00573"></a><span class="lineno">  573</span>&#160;        <span class="keyword">const</span> <span class="keyword">auto</span>   ta_y_top    = vld2q_u8(in_y.ptr());</div><div class="line"><a name="l00574"></a><span class="lineno">  574</span>&#160;        <span class="keyword">const</span> <span class="keyword">auto</span>   ta_y_bottom = vld2q_u8(in_y.ptr() + input_ptr-&gt;plane(0)-&gt;info()-&gt;strides_in_bytes().y());</div><div class="line"><a name="l00575"></a><span class="lineno">  575</span>&#160;        uint8x16x2_t ta_uv;</div><div class="line"><a name="l00576"></a><span class="lineno">  576</span>&#160;        ta_uv.val[0] = vld1q_u8(in_u.ptr());</div><div class="line"><a name="l00577"></a><span class="lineno">  577</span>&#160;        ta_uv.val[1] = vld1q_u8(in_v.ptr());</div><div class="line"><a name="l00578"></a><span class="lineno">  578</span>&#160;        <span class="comment">//ta_y.val[0] = Y0 Y2 Y4 Y6 ...</span></div><div class="line"><a name="l00579"></a><span class="lineno">  579</span>&#160;        <span class="comment">//ta_y.val[1] = Y1 Y3 Y5 Y7 ...</span></div><div class="line"><a name="l00580"></a><span class="lineno">  580</span>&#160;        <span class="comment">//ta_uv.val[0] = U0 U2 U4 U6 ...</span></div><div class="line"><a name="l00581"></a><span class="lineno">  581</span>&#160;        <span class="comment">//ta_uv.val[1] = V0 V2 V4 V6 ...</span></div><div class="line"><a name="l00582"></a><span class="lineno">  582</span>&#160;</div><div class="line"><a name="l00583"></a><span class="lineno">  583</span>&#160;        vst2q_u8(out_y.ptr(), ta_y_top);</div><div class="line"><a name="l00584"></a><span class="lineno">  584</span>&#160;        vst2q_u8(out_y.ptr() + output_ptr-&gt;plane(0)-&gt;info()-&gt;strides_in_bytes().y(), ta_y_bottom);</div><div class="line"><a name="l00585"></a><span class="lineno">  585</span>&#160;        vst2q_u8(out_uv.ptr(), ta_uv);</div><div class="line"><a name="l00586"></a><span class="lineno">  586</span>&#160;    },</div><div class="line"><a name="l00587"></a><span class="lineno">  587</span>&#160;    in_y, in_u, in_v, out_y, out_uv);</div><div class="line"><a name="l00588"></a><span class="lineno">  588</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a54a6080c9f4df1f908e57a9bbb46f5da"><div class="ttname"><a href="core_2_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR_ON(cond)</div><div class="ttdoc">If the condition is true then an error message is printed and an exception thrown. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00306">Error.h:306</a></div></div>
-<div class="ttc" id="namespacearm__compute_xhtml_a6c0dcc38187027dcb89cd9724bc5a823"><div class="ttname"><a href="namespacearm__compute.xhtml#a6c0dcc38187027dcb89cd9724bc5a823">arm_compute::execute_window_loop</a></div><div class="ttdeci">void execute_window_loop(const Window &amp;w, L &amp;&amp;lambda_function, Ts &amp;&amp;...iterators)</div><div class="ttdoc">Iterate through the passed window, automatically adjusting the iterators and calling the lambda_funct...</div><div class="ttdef"><b>Definition:</b> <a href="_helpers_8inl_source.xhtml#l00127">Helpers.inl:127</a></div></div>
+<div class="ttc" id="namespacearm__compute_xhtml_a6c0dcc38187027dcb89cd9724bc5a823"><div class="ttname"><a href="namespacearm__compute.xhtml#a6c0dcc38187027dcb89cd9724bc5a823">arm_compute::execute_window_loop</a></div><div class="ttdeci">void execute_window_loop(const Window &amp;w, L &amp;&amp;lambda_function, Ts &amp;&amp;...iterators)</div><div class="ttdoc">Iterate through the passed window, automatically adjusting the iterators and calling the lambda_funct...</div><div class="ttdef"><b>Definition:</b> <a href="_helpers_8inl_source.xhtml#l00122">Helpers.inl:122</a></div></div>
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@@ -7601,11 +7779,11 @@
 
 <p>Definition at line <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml#l00445">445</a> of file <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml">NEColorConvertHelper.inl</a>.</p>
 
-<p>References <a class="el" href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00109">arm_compute::test::validation::alpha</a>, <a class="el" href="core_2_error_8h_source.xhtml#l00306">ARM_COMPUTE_ERROR_ON</a>, <a class="el" href="_window_8h_source.xhtml#l00043">Window::DimX</a>, <a class="el" href="_window_8h_source.xhtml#l00045">Window::DimY</a>, <a class="el" href="_window_8h_source.xhtml#l00090">Window::Dimension::end()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00127">execute_window_loop()</a>, <a class="el" href="classarm__compute_1_1_i_tensor.xhtml#a0e95dc1e53c361348314873b168ae237">ITensor::info()</a>, <a class="el" href="_window_8inl_source.xhtml#l00040">Window::set()</a>, <a class="el" href="_window_8h_source.xhtml#l00085">Window::Dimension::start()</a>, <a class="el" href="_window_8h_source.xhtml#l00095">Window::Dimension::step()</a>, <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#a6b14f175bf5281f57b561e2d4e4b1f1f">ITensorInfo::strides_in_bytes()</a>, <a class="el" href="_window_8inl_source.xhtml#l00112">Window::validate()</a>, <a class="el" href="_window_8h_source.xhtml#l00128">Window::x()</a>, <a class="el" href="_dimensions_8h_source.xhtml#l00086">Dimensions&lt; T &gt;::y()</a>, and <a class="el" href="_window_8h_source.xhtml#l00137">Window::y()</a>.</p>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00112">arm_compute::test::validation::alpha</a>, <a class="el" href="core_2_error_8h_source.xhtml#l00306">ARM_COMPUTE_ERROR_ON</a>, <a class="el" href="_window_8h_source.xhtml#l00043">Window::DimX</a>, <a class="el" href="_window_8h_source.xhtml#l00045">Window::DimY</a>, <a class="el" href="_window_8h_source.xhtml#l00090">Window::Dimension::end()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00122">execute_window_loop()</a>, <a class="el" href="classarm__compute_1_1_i_tensor.xhtml#a0e95dc1e53c361348314873b168ae237">ITensor::info()</a>, <a class="el" href="_window_8inl_source.xhtml#l00040">Window::set()</a>, <a class="el" href="_window_8h_source.xhtml#l00085">Window::Dimension::start()</a>, <a class="el" href="_window_8h_source.xhtml#l00095">Window::Dimension::step()</a>, <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#a6b14f175bf5281f57b561e2d4e4b1f1f">ITensorInfo::strides_in_bytes()</a>, <a class="el" href="_window_8inl_source.xhtml#l00128">Window::validate()</a>, <a class="el" href="_window_8h_source.xhtml#l00128">Window::x()</a>, <a class="el" href="_dimensions_8h_source.xhtml#l00086">Dimensions&lt; T &gt;::y()</a>, and <a class="el" href="_window_8h_source.xhtml#l00137">Window::y()</a>.</p>
 <div class="fragment"><div class="line"><a name="l00446"></a><span class="lineno">  446</span>&#160;{</div><div class="line"><a name="l00447"></a><span class="lineno">  447</span>&#160;    <a class="code" href="core_2_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a>(<span class="keyword">nullptr</span> == input);</div><div class="line"><a name="l00448"></a><span class="lineno">  448</span>&#160;    <a class="code" href="core_2_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a>(<span class="keyword">nullptr</span> == output);</div><div class="line"><a name="l00449"></a><span class="lineno">  449</span>&#160;    win.validate();</div><div class="line"><a name="l00450"></a><span class="lineno">  450</span>&#160;</div><div class="line"><a name="l00451"></a><span class="lineno">  451</span>&#160;    <span class="keyword">const</span> <span class="keyword">auto</span> input_ptr  = <span class="keyword">static_cast&lt;</span><span class="keyword">const </span>IMultiImage *__restrict<span class="keyword">&gt;</span>(input);</div><div class="line"><a name="l00452"></a><span class="lineno">  452</span>&#160;    <span class="keyword">const</span> <span class="keyword">auto</span> output_ptr = <span class="keyword">static_cast&lt;</span><a class="code" href="namespacearm__compute.xhtml#ac20902ac1ef01783c8a8d71a9bdf1100">IImage</a> *__restrict<span class="keyword">&gt;</span>(output);</div><div class="line"><a name="l00453"></a><span class="lineno">  453</span>&#160;</div><div class="line"><a name="l00454"></a><span class="lineno">  454</span>&#160;    constexpr <span class="keyword">auto</span> element_size = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">alpha</a> ? 32 : 24;</div><div class="line"><a name="l00455"></a><span class="lineno">  455</span>&#160;    <span class="keyword">const</span> <span class="keyword">auto</span>     out_stride   = output_ptr-&gt;info()-&gt;strides_in_bytes().y();</div><div class="line"><a name="l00456"></a><span class="lineno">  456</span>&#160;</div><div class="line"><a name="l00457"></a><span class="lineno">  457</span>&#160;    <span class="comment">// UV&#39;s width and height are subsampled</span></div><div class="line"><a name="l00458"></a><span class="lineno">  458</span>&#160;    Window win_uv(win);</div><div class="line"><a name="l00459"></a><span class="lineno">  459</span>&#160;    win_uv.set(Window::DimX, Window::Dimension(win_uv.x().start() / 2, win_uv.x().end() / 2, win_uv.x().step() / 2));</div><div class="line"><a name="l00460"></a><span class="lineno">  460</span>&#160;    win_uv.set(Window::DimY, Window::Dimension(win_uv.y().start() / 2, win_uv.y().end() / 2, 1));</div><div class="line"><a name="l00461"></a><span class="lineno">  461</span>&#160;    win_uv.validate();</div><div class="line"><a name="l00462"></a><span class="lineno">  462</span>&#160;</div><div class="line"><a name="l00463"></a><span class="lineno">  463</span>&#160;    Iterator in_y(input_ptr-&gt;plane(0), win);</div><div class="line"><a name="l00464"></a><span class="lineno">  464</span>&#160;    Iterator in_u(input_ptr-&gt;plane(1), win_uv);</div><div class="line"><a name="l00465"></a><span class="lineno">  465</span>&#160;    Iterator in_v(input_ptr-&gt;plane(2), win_uv);</div><div class="line"><a name="l00466"></a><span class="lineno">  466</span>&#160;    Iterator out(output_ptr, win);</div><div class="line"><a name="l00467"></a><span class="lineno">  467</span>&#160;</div><div class="line"><a name="l00468"></a><span class="lineno">  468</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a6c0dcc38187027dcb89cd9724bc5a823">execute_window_loop</a>(win, [&amp;](<span class="keyword">const</span> Coordinates &amp; <span class="keywordtype">id</span>)</div><div class="line"><a name="l00469"></a><span class="lineno">  469</span>&#160;    {</div><div class="line"><a name="l00470"></a><span class="lineno">  470</span>&#160;        <span class="keyword">const</span> <span class="keyword">auto</span> ta_y_top    = vld2q_u8(in_y.ptr());</div><div class="line"><a name="l00471"></a><span class="lineno">  471</span>&#160;        <span class="keyword">const</span> <span class="keyword">auto</span> ta_y_bottom = vld2q_u8(in_y.ptr() + input_ptr-&gt;plane(0)-&gt;info()-&gt;strides_in_bytes().y());</div><div class="line"><a name="l00472"></a><span class="lineno">  472</span>&#160;        <span class="keyword">const</span> <span class="keyword">auto</span> ta_u        = vld1q_u8(in_u.ptr());</div><div class="line"><a name="l00473"></a><span class="lineno">  473</span>&#160;        <span class="keyword">const</span> <span class="keyword">auto</span> ta_v        = vld1q_u8(in_v.ptr());</div><div class="line"><a name="l00474"></a><span class="lineno">  474</span>&#160;        <span class="comment">//ta_y.val[0] = Y0 Y2 Y4 Y6 ...</span></div><div class="line"><a name="l00475"></a><span class="lineno">  475</span>&#160;        <span class="comment">//ta_y.val[1] = Y1 Y3 Y5 Y7 ...</span></div><div class="line"><a name="l00476"></a><span class="lineno">  476</span>&#160;        <span class="comment">//ta_u.val[0] = U0 U2 U4 U6 ...</span></div><div class="line"><a name="l00477"></a><span class="lineno">  477</span>&#160;        <span class="comment">//ta_v.val[0] = V0 V2 V4 V6 ...</span></div><div class="line"><a name="l00478"></a><span class="lineno">  478</span>&#160;</div><div class="line"><a name="l00479"></a><span class="lineno">  479</span>&#160;        <span class="comment">// Convert the uint8x16x4_t to float32x4x4_t</span></div><div class="line"><a name="l00480"></a><span class="lineno">  480</span>&#160;        float32x4x4_t yvec_top, yyvec_top, yvec_bottom, yyvec_bottom, uvec, vvec;</div><div class="line"><a name="l00481"></a><span class="lineno">  481</span>&#160;        convert_uint8x16_to_float32x4x4(ta_y_top.val[0], yvec_top);</div><div class="line"><a name="l00482"></a><span class="lineno">  482</span>&#160;        convert_uint8x16_to_float32x4x4(ta_y_top.val[1], yyvec_top);</div><div class="line"><a name="l00483"></a><span class="lineno">  483</span>&#160;        convert_uint8x16_to_float32x4x4(ta_y_bottom.val[0], yvec_bottom);</div><div class="line"><a name="l00484"></a><span class="lineno">  484</span>&#160;        convert_uint8x16_to_float32x4x4(ta_y_bottom.val[1], yyvec_bottom);</div><div class="line"><a name="l00485"></a><span class="lineno">  485</span>&#160;        convert_uint8x16_to_float32x4x4(ta_u, uvec);</div><div class="line"><a name="l00486"></a><span class="lineno">  486</span>&#160;        convert_uint8x16_to_float32x4x4(ta_v, vvec);</div><div class="line"><a name="l00487"></a><span class="lineno">  487</span>&#160;</div><div class="line"><a name="l00488"></a><span class="lineno">  488</span>&#160;        yuyv_to_rgb_calculation(yvec_top.val[0], uvec.val[0], yyvec_top.val[0], vvec.val[0], out.ptr() + 0 * element_size, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">alpha</a>);</div><div class="line"><a name="l00489"></a><span class="lineno">  489</span>&#160;        yuyv_to_rgb_calculation(yvec_top.val[1], uvec.val[1], yyvec_top.val[1], vvec.val[1], out.ptr() + 1 * element_size, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">alpha</a>);</div><div class="line"><a name="l00490"></a><span class="lineno">  490</span>&#160;        yuyv_to_rgb_calculation(yvec_top.val[2], uvec.val[2], yyvec_top.val[2], vvec.val[2], out.ptr() + 2 * element_size, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">alpha</a>);</div><div class="line"><a name="l00491"></a><span class="lineno">  491</span>&#160;        yuyv_to_rgb_calculation(yvec_top.val[3], uvec.val[3], yyvec_top.val[3], vvec.val[3], out.ptr() + 3 * element_size, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">alpha</a>);</div><div class="line"><a name="l00492"></a><span class="lineno">  492</span>&#160;</div><div class="line"><a name="l00493"></a><span class="lineno">  493</span>&#160;        yuyv_to_rgb_calculation(yvec_bottom.val[0], uvec.val[0], yyvec_bottom.val[0], vvec.val[0], out.ptr() + out_stride + 0 * element_size, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">alpha</a>);</div><div class="line"><a name="l00494"></a><span class="lineno">  494</span>&#160;        yuyv_to_rgb_calculation(yvec_bottom.val[1], uvec.val[1], yyvec_bottom.val[1], vvec.val[1], out.ptr() + out_stride + 1 * element_size, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">alpha</a>);</div><div class="line"><a name="l00495"></a><span class="lineno">  495</span>&#160;        yuyv_to_rgb_calculation(yvec_bottom.val[2], uvec.val[2], yyvec_bottom.val[2], vvec.val[2], out.ptr() + out_stride + 2 * element_size, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">alpha</a>);</div><div class="line"><a name="l00496"></a><span class="lineno">  496</span>&#160;        yuyv_to_rgb_calculation(yvec_bottom.val[3], uvec.val[3], yyvec_bottom.val[3], vvec.val[3], out.ptr() + out_stride + 3 * element_size, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">alpha</a>);</div><div class="line"><a name="l00497"></a><span class="lineno">  497</span>&#160;    },</div><div class="line"><a name="l00498"></a><span class="lineno">  498</span>&#160;    in_y, in_u, in_v, out);</div><div class="line"><a name="l00499"></a><span class="lineno">  499</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a54a6080c9f4df1f908e57a9bbb46f5da"><div class="ttname"><a href="core_2_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR_ON(cond)</div><div class="ttdoc">If the condition is true then an error message is printed and an exception thrown. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00306">Error.h:306</a></div></div>
-<div class="ttc" id="namespacearm__compute_xhtml_a6c0dcc38187027dcb89cd9724bc5a823"><div class="ttname"><a href="namespacearm__compute.xhtml#a6c0dcc38187027dcb89cd9724bc5a823">arm_compute::execute_window_loop</a></div><div class="ttdeci">void execute_window_loop(const Window &amp;w, L &amp;&amp;lambda_function, Ts &amp;&amp;...iterators)</div><div class="ttdoc">Iterate through the passed window, automatically adjusting the iterators and calling the lambda_funct...</div><div class="ttdef"><b>Definition:</b> <a href="_helpers_8inl_source.xhtml#l00127">Helpers.inl:127</a></div></div>
+<div class="ttc" id="namespacearm__compute_xhtml_a6c0dcc38187027dcb89cd9724bc5a823"><div class="ttname"><a href="namespacearm__compute.xhtml#a6c0dcc38187027dcb89cd9724bc5a823">arm_compute::execute_window_loop</a></div><div class="ttdeci">void execute_window_loop(const Window &amp;w, L &amp;&amp;lambda_function, Ts &amp;&amp;...iterators)</div><div class="ttdoc">Iterate through the passed window, automatically adjusting the iterators and calling the lambda_funct...</div><div class="ttdef"><b>Definition:</b> <a href="_helpers_8inl_source.xhtml#l00122">Helpers.inl:122</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_ac20902ac1ef01783c8a8d71a9bdf1100"><div class="ttname"><a href="namespacearm__compute.xhtml#ac20902ac1ef01783c8a8d71a9bdf1100">arm_compute::IImage</a></div><div class="ttdeci">ITensor IImage</div><div class="ttdef"><b>Definition:</b> <a href="_c_p_p_corner_candidates_kernel_8h_source.xhtml#l00036">CPPCornerCandidatesKernel.h:36</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a62197192f0fbf4e0675eb37be1c4c175"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">arm_compute::test::validation::alpha</a></div><div class="ttdeci">alpha</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00109">GEMM.cpp:109</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a62197192f0fbf4e0675eb37be1c4c175"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">arm_compute::test::validation::alpha</a></div><div class="ttdeci">alpha</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00112">GEMM.cpp:112</a></div></div>
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@@ -7641,9 +7819,9 @@
 
 <p>Definition at line <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml#l00737">737</a> of file <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml">NEColorConvertHelper.inl</a>.</p>
 
-<p>References <a class="el" href="core_2_error_8h_source.xhtml#l00306">ARM_COMPUTE_ERROR_ON</a>, <a class="el" href="_window_8h_source.xhtml#l00043">Window::DimX</a>, <a class="el" href="_window_8h_source.xhtml#l00045">Window::DimY</a>, <a class="el" href="_window_8h_source.xhtml#l00090">Window::Dimension::end()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00127">execute_window_loop()</a>, <a class="el" href="_window_8inl_source.xhtml#l00040">Window::set()</a>, <a class="el" href="_window_8h_source.xhtml#l00085">Window::Dimension::start()</a>, <a class="el" href="_window_8h_source.xhtml#l00095">Window::Dimension::step()</a>, <a class="el" href="_window_8inl_source.xhtml#l00112">Window::validate()</a>, <a class="el" href="_window_8h_source.xhtml#l00128">Window::x()</a>, and <a class="el" href="_window_8h_source.xhtml#l00137">Window::y()</a>.</p>
+<p>References <a class="el" href="core_2_error_8h_source.xhtml#l00306">ARM_COMPUTE_ERROR_ON</a>, <a class="el" href="_window_8h_source.xhtml#l00043">Window::DimX</a>, <a class="el" href="_window_8h_source.xhtml#l00045">Window::DimY</a>, <a class="el" href="_window_8h_source.xhtml#l00090">Window::Dimension::end()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00122">execute_window_loop()</a>, <a class="el" href="_window_8inl_source.xhtml#l00040">Window::set()</a>, <a class="el" href="_window_8h_source.xhtml#l00085">Window::Dimension::start()</a>, <a class="el" href="_window_8h_source.xhtml#l00095">Window::Dimension::step()</a>, <a class="el" href="_window_8inl_source.xhtml#l00128">Window::validate()</a>, <a class="el" href="_window_8h_source.xhtml#l00128">Window::x()</a>, and <a class="el" href="_window_8h_source.xhtml#l00137">Window::y()</a>.</p>
 <div class="fragment"><div class="line"><a name="l00738"></a><span class="lineno">  738</span>&#160;{</div><div class="line"><a name="l00739"></a><span class="lineno">  739</span>&#160;    <a class="code" href="core_2_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a>(<span class="keyword">nullptr</span> == input);</div><div class="line"><a name="l00740"></a><span class="lineno">  740</span>&#160;    <a class="code" href="core_2_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a>(<span class="keyword">nullptr</span> == output);</div><div class="line"><a name="l00741"></a><span class="lineno">  741</span>&#160;    win.validate();</div><div class="line"><a name="l00742"></a><span class="lineno">  742</span>&#160;</div><div class="line"><a name="l00743"></a><span class="lineno">  743</span>&#160;    <span class="keyword">const</span> <span class="keyword">auto</span> input_ptr  = <span class="keyword">static_cast&lt;</span><span class="keyword">const </span>IMultiImage *__restrict<span class="keyword">&gt;</span>(input);</div><div class="line"><a name="l00744"></a><span class="lineno">  744</span>&#160;    <span class="keyword">const</span> <span class="keyword">auto</span> output_ptr = <span class="keyword">static_cast&lt;</span>IMultiImage *__restrict<span class="keyword">&gt;</span>(output);</div><div class="line"><a name="l00745"></a><span class="lineno">  745</span>&#160;</div><div class="line"><a name="l00746"></a><span class="lineno">  746</span>&#160;    <span class="comment">// UV&#39;s width and height are subsampled</span></div><div class="line"><a name="l00747"></a><span class="lineno">  747</span>&#160;    Window win_uv(win);</div><div class="line"><a name="l00748"></a><span class="lineno">  748</span>&#160;    win_uv.set(Window::DimX, Window::Dimension(win_uv.x().start() / 2, win_uv.x().end() / 2, win_uv.x().step() / 2));</div><div class="line"><a name="l00749"></a><span class="lineno">  749</span>&#160;    win_uv.set(Window::DimY, Window::Dimension(win_uv.y().start() / 2, win_uv.y().end() / 2, 1));</div><div class="line"><a name="l00750"></a><span class="lineno">  750</span>&#160;    win_uv.validate();</div><div class="line"><a name="l00751"></a><span class="lineno">  751</span>&#160;</div><div class="line"><a name="l00752"></a><span class="lineno">  752</span>&#160;    Iterator in_y(input_ptr-&gt;plane(0), win);</div><div class="line"><a name="l00753"></a><span class="lineno">  753</span>&#160;    Iterator in_u(input_ptr-&gt;plane(1), win_uv);</div><div class="line"><a name="l00754"></a><span class="lineno">  754</span>&#160;    Iterator in_v(input_ptr-&gt;plane(2), win_uv);</div><div class="line"><a name="l00755"></a><span class="lineno">  755</span>&#160;    Iterator out_y(output_ptr-&gt;plane(0), win);</div><div class="line"><a name="l00756"></a><span class="lineno">  756</span>&#160;    Iterator out_u(output_ptr-&gt;plane(1), win);</div><div class="line"><a name="l00757"></a><span class="lineno">  757</span>&#160;    Iterator out_v(output_ptr-&gt;plane(2), win);</div><div class="line"><a name="l00758"></a><span class="lineno">  758</span>&#160;</div><div class="line"><a name="l00759"></a><span class="lineno">  759</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a6c0dcc38187027dcb89cd9724bc5a823">execute_window_loop</a>(win, [&amp;](<span class="keyword">const</span> Coordinates &amp; <span class="keywordtype">id</span>)</div><div class="line"><a name="l00760"></a><span class="lineno">  760</span>&#160;    {</div><div class="line"><a name="l00761"></a><span class="lineno">  761</span>&#160;        <span class="keyword">const</span> <span class="keyword">auto</span> ta_y_top    = vld2q_u8(in_y.ptr());</div><div class="line"><a name="l00762"></a><span class="lineno">  762</span>&#160;        <span class="keyword">const</span> <span class="keyword">auto</span> ta_y_bottom = vld2q_u8(in_y.ptr() + input_ptr-&gt;plane(0)-&gt;info()-&gt;strides_in_bytes().y());</div><div class="line"><a name="l00763"></a><span class="lineno">  763</span>&#160;        <span class="keyword">const</span> <span class="keyword">auto</span> ta_u        = vld1q_u8(in_u.ptr());</div><div class="line"><a name="l00764"></a><span class="lineno">  764</span>&#160;        <span class="keyword">const</span> <span class="keyword">auto</span> ta_v        = vld1q_u8(in_v.ptr());</div><div class="line"><a name="l00765"></a><span class="lineno">  765</span>&#160;        <span class="comment">//ta_y.val[0] = Y0 Y2 Y4 Y6 ...</span></div><div class="line"><a name="l00766"></a><span class="lineno">  766</span>&#160;        <span class="comment">//ta_y.val[1] = Y1 Y3 Y5 Y7 ...</span></div><div class="line"><a name="l00767"></a><span class="lineno">  767</span>&#160;        <span class="comment">//ta_u = U0 U2 U4 U6 ...</span></div><div class="line"><a name="l00768"></a><span class="lineno">  768</span>&#160;        <span class="comment">//ta_v = V0 V2 V4 V6 ...</span></div><div class="line"><a name="l00769"></a><span class="lineno">  769</span>&#160;</div><div class="line"><a name="l00770"></a><span class="lineno">  770</span>&#160;        vst2q_u8(out_y.ptr(), ta_y_top);</div><div class="line"><a name="l00771"></a><span class="lineno">  771</span>&#160;        vst2q_u8(out_y.ptr() + output_ptr-&gt;plane(0)-&gt;info()-&gt;strides_in_bytes().y(), ta_y_bottom);</div><div class="line"><a name="l00772"></a><span class="lineno">  772</span>&#160;</div><div class="line"><a name="l00773"></a><span class="lineno">  773</span>&#160;        uint8x16x2_t uvec;</div><div class="line"><a name="l00774"></a><span class="lineno">  774</span>&#160;        uvec.val[0] = ta_u;</div><div class="line"><a name="l00775"></a><span class="lineno">  775</span>&#160;        uvec.val[1] = ta_u;</div><div class="line"><a name="l00776"></a><span class="lineno">  776</span>&#160;        vst2q_u8(out_u.ptr(), uvec);</div><div class="line"><a name="l00777"></a><span class="lineno">  777</span>&#160;        vst2q_u8(out_u.ptr() + output_ptr-&gt;plane(1)-&gt;info()-&gt;strides_in_bytes().y(), uvec);</div><div class="line"><a name="l00778"></a><span class="lineno">  778</span>&#160;</div><div class="line"><a name="l00779"></a><span class="lineno">  779</span>&#160;        uint8x16x2_t vvec;</div><div class="line"><a name="l00780"></a><span class="lineno">  780</span>&#160;        vvec.val[0] = ta_v;</div><div class="line"><a name="l00781"></a><span class="lineno">  781</span>&#160;        vvec.val[1] = ta_v;</div><div class="line"><a name="l00782"></a><span class="lineno">  782</span>&#160;        vst2q_u8(out_v.ptr(), vvec);</div><div class="line"><a name="l00783"></a><span class="lineno">  783</span>&#160;        vst2q_u8(out_v.ptr() + output_ptr-&gt;plane(2)-&gt;info()-&gt;strides_in_bytes().y(), vvec);</div><div class="line"><a name="l00784"></a><span class="lineno">  784</span>&#160;    },</div><div class="line"><a name="l00785"></a><span class="lineno">  785</span>&#160;    in_y, in_u, in_v, out_y, out_u, out_v);</div><div class="line"><a name="l00786"></a><span class="lineno">  786</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a54a6080c9f4df1f908e57a9bbb46f5da"><div class="ttname"><a href="core_2_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR_ON(cond)</div><div class="ttdoc">If the condition is true then an error message is printed and an exception thrown. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00306">Error.h:306</a></div></div>
-<div class="ttc" id="namespacearm__compute_xhtml_a6c0dcc38187027dcb89cd9724bc5a823"><div class="ttname"><a href="namespacearm__compute.xhtml#a6c0dcc38187027dcb89cd9724bc5a823">arm_compute::execute_window_loop</a></div><div class="ttdeci">void execute_window_loop(const Window &amp;w, L &amp;&amp;lambda_function, Ts &amp;&amp;...iterators)</div><div class="ttdoc">Iterate through the passed window, automatically adjusting the iterators and calling the lambda_funct...</div><div class="ttdef"><b>Definition:</b> <a href="_helpers_8inl_source.xhtml#l00127">Helpers.inl:127</a></div></div>
+<div class="ttc" id="namespacearm__compute_xhtml_a6c0dcc38187027dcb89cd9724bc5a823"><div class="ttname"><a href="namespacearm__compute.xhtml#a6c0dcc38187027dcb89cd9724bc5a823">arm_compute::execute_window_loop</a></div><div class="ttdeci">void execute_window_loop(const Window &amp;w, L &amp;&amp;lambda_function, Ts &amp;&amp;...iterators)</div><div class="ttdoc">Iterate through the passed window, automatically adjusting the iterators and calling the lambda_funct...</div><div class="ttdef"><b>Definition:</b> <a href="_helpers_8inl_source.xhtml#l00122">Helpers.inl:122</a></div></div>
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@@ -7679,9 +7857,9 @@
 
 <p>Definition at line <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml#l00591">591</a> of file <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml">NEColorConvertHelper.inl</a>.</p>
 
-<p>References <a class="el" href="core_2_error_8h_source.xhtml#l00306">ARM_COMPUTE_ERROR_ON</a>, <a class="el" href="_window_8h_source.xhtml#l00043">Window::DimX</a>, <a class="el" href="_window_8h_source.xhtml#l00045">Window::DimY</a>, <a class="el" href="_window_8h_source.xhtml#l00090">Window::Dimension::end()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00127">execute_window_loop()</a>, <a class="el" href="_window_8inl_source.xhtml#l00040">Window::set()</a>, <a class="el" href="_window_8h_source.xhtml#l00085">Window::Dimension::start()</a>, <a class="el" href="_window_8h_source.xhtml#l00095">Window::Dimension::step()</a>, <a class="el" href="_window_8inl_source.xhtml#l00112">Window::validate()</a>, <a class="el" href="_window_8h_source.xhtml#l00128">Window::x()</a>, and <a class="el" href="_window_8h_source.xhtml#l00137">Window::y()</a>.</p>
+<p>References <a class="el" href="core_2_error_8h_source.xhtml#l00306">ARM_COMPUTE_ERROR_ON</a>, <a class="el" href="_window_8h_source.xhtml#l00043">Window::DimX</a>, <a class="el" href="_window_8h_source.xhtml#l00045">Window::DimY</a>, <a class="el" href="_window_8h_source.xhtml#l00090">Window::Dimension::end()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00122">execute_window_loop()</a>, <a class="el" href="_window_8inl_source.xhtml#l00040">Window::set()</a>, <a class="el" href="_window_8h_source.xhtml#l00085">Window::Dimension::start()</a>, <a class="el" href="_window_8h_source.xhtml#l00095">Window::Dimension::step()</a>, <a class="el" href="_window_8inl_source.xhtml#l00128">Window::validate()</a>, <a class="el" href="_window_8h_source.xhtml#l00128">Window::x()</a>, and <a class="el" href="_window_8h_source.xhtml#l00137">Window::y()</a>.</p>
 <div class="fragment"><div class="line"><a name="l00592"></a><span class="lineno">  592</span>&#160;{</div><div class="line"><a name="l00593"></a><span class="lineno">  593</span>&#160;    <a class="code" href="core_2_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a>(<span class="keyword">nullptr</span> == input);</div><div class="line"><a name="l00594"></a><span class="lineno">  594</span>&#160;    <a class="code" href="core_2_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a>(<span class="keyword">nullptr</span> == output);</div><div class="line"><a name="l00595"></a><span class="lineno">  595</span>&#160;    win.validate();</div><div class="line"><a name="l00596"></a><span class="lineno">  596</span>&#160;</div><div class="line"><a name="l00597"></a><span class="lineno">  597</span>&#160;    <span class="keyword">const</span> <span class="keyword">auto</span> input_ptr  = <span class="keyword">static_cast&lt;</span><span class="keyword">const </span>IMultiImage *__restrict<span class="keyword">&gt;</span>(input);</div><div class="line"><a name="l00598"></a><span class="lineno">  598</span>&#160;    <span class="keyword">const</span> <span class="keyword">auto</span> output_ptr = <span class="keyword">static_cast&lt;</span>IMultiImage *__restrict<span class="keyword">&gt;</span>(output);</div><div class="line"><a name="l00599"></a><span class="lineno">  599</span>&#160;</div><div class="line"><a name="l00600"></a><span class="lineno">  600</span>&#160;    constexpr <span class="keyword">auto</span> shift = uv ? 0 : 1;</div><div class="line"><a name="l00601"></a><span class="lineno">  601</span>&#160;</div><div class="line"><a name="l00602"></a><span class="lineno">  602</span>&#160;    <span class="comment">// UV&#39;s width and height are subsampled</span></div><div class="line"><a name="l00603"></a><span class="lineno">  603</span>&#160;    Window win_uv(win);</div><div class="line"><a name="l00604"></a><span class="lineno">  604</span>&#160;    win_uv.set(Window::DimX, Window::Dimension(win_uv.x().start() / 2, win_uv.x().end() / 2, win_uv.x().step() / 2));</div><div class="line"><a name="l00605"></a><span class="lineno">  605</span>&#160;    win_uv.set(Window::DimY, Window::Dimension(win_uv.y().start() / 2, win_uv.y().end() / 2, 1));</div><div class="line"><a name="l00606"></a><span class="lineno">  606</span>&#160;    win_uv.validate();</div><div class="line"><a name="l00607"></a><span class="lineno">  607</span>&#160;</div><div class="line"><a name="l00608"></a><span class="lineno">  608</span>&#160;    Iterator in_y(input_ptr-&gt;plane(0), win);</div><div class="line"><a name="l00609"></a><span class="lineno">  609</span>&#160;    Iterator in_uv(input_ptr-&gt;plane(1), win_uv);</div><div class="line"><a name="l00610"></a><span class="lineno">  610</span>&#160;    Iterator out_y(output_ptr-&gt;plane(0), win);</div><div class="line"><a name="l00611"></a><span class="lineno">  611</span>&#160;    Iterator out_u(output_ptr-&gt;plane(1), win_uv);</div><div class="line"><a name="l00612"></a><span class="lineno">  612</span>&#160;    Iterator out_v(output_ptr-&gt;plane(2), win_uv);</div><div class="line"><a name="l00613"></a><span class="lineno">  613</span>&#160;</div><div class="line"><a name="l00614"></a><span class="lineno">  614</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a6c0dcc38187027dcb89cd9724bc5a823">execute_window_loop</a>(win, [&amp;](<span class="keyword">const</span> Coordinates &amp; <span class="keywordtype">id</span>)</div><div class="line"><a name="l00615"></a><span class="lineno">  615</span>&#160;    {</div><div class="line"><a name="l00616"></a><span class="lineno">  616</span>&#160;        <span class="keyword">const</span> <span class="keyword">auto</span> ta_y_top    = vld2q_u8(in_y.ptr());</div><div class="line"><a name="l00617"></a><span class="lineno">  617</span>&#160;        <span class="keyword">const</span> <span class="keyword">auto</span> ta_y_bottom = vld2q_u8(in_y.ptr() + input_ptr-&gt;plane(0)-&gt;info()-&gt;strides_in_bytes().y());</div><div class="line"><a name="l00618"></a><span class="lineno">  618</span>&#160;        <span class="keyword">const</span> <span class="keyword">auto</span> ta_uv       = vld2q_u8(in_uv.ptr());</div><div class="line"><a name="l00619"></a><span class="lineno">  619</span>&#160;        <span class="comment">//ta_y.val[0] = Y0 Y2 Y4 Y6 ...</span></div><div class="line"><a name="l00620"></a><span class="lineno">  620</span>&#160;        <span class="comment">//ta_y.val[1] = Y1 Y3 Y5 Y7 ...</span></div><div class="line"><a name="l00621"></a><span class="lineno">  621</span>&#160;        <span class="comment">//ta_uv.val[0] = U0 U2 U4 U6 ...</span></div><div class="line"><a name="l00622"></a><span class="lineno">  622</span>&#160;        <span class="comment">//ta_uv.val[1] = V0 V2 V4 V6 ...</span></div><div class="line"><a name="l00623"></a><span class="lineno">  623</span>&#160;</div><div class="line"><a name="l00624"></a><span class="lineno">  624</span>&#160;        vst2q_u8(out_y.ptr(), ta_y_top);</div><div class="line"><a name="l00625"></a><span class="lineno">  625</span>&#160;        vst2q_u8(out_y.ptr() + output_ptr-&gt;plane(0)-&gt;info()-&gt;strides_in_bytes().y(), ta_y_bottom);</div><div class="line"><a name="l00626"></a><span class="lineno">  626</span>&#160;        vst1q_u8(out_u.ptr(), ta_uv.val[0 + shift]);</div><div class="line"><a name="l00627"></a><span class="lineno">  627</span>&#160;        vst1q_u8(out_v.ptr(), ta_uv.val[1 - shift]);</div><div class="line"><a name="l00628"></a><span class="lineno">  628</span>&#160;    },</div><div class="line"><a name="l00629"></a><span class="lineno">  629</span>&#160;    in_y, in_uv, out_y, out_u, out_v);</div><div class="line"><a name="l00630"></a><span class="lineno">  630</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a54a6080c9f4df1f908e57a9bbb46f5da"><div class="ttname"><a href="core_2_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR_ON(cond)</div><div class="ttdoc">If the condition is true then an error message is printed and an exception thrown. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00306">Error.h:306</a></div></div>
-<div class="ttc" id="namespacearm__compute_xhtml_a6c0dcc38187027dcb89cd9724bc5a823"><div class="ttname"><a href="namespacearm__compute.xhtml#a6c0dcc38187027dcb89cd9724bc5a823">arm_compute::execute_window_loop</a></div><div class="ttdeci">void execute_window_loop(const Window &amp;w, L &amp;&amp;lambda_function, Ts &amp;&amp;...iterators)</div><div class="ttdoc">Iterate through the passed window, automatically adjusting the iterators and calling the lambda_funct...</div><div class="ttdef"><b>Definition:</b> <a href="_helpers_8inl_source.xhtml#l00127">Helpers.inl:127</a></div></div>
+<div class="ttc" id="namespacearm__compute_xhtml_a6c0dcc38187027dcb89cd9724bc5a823"><div class="ttname"><a href="namespacearm__compute.xhtml#a6c0dcc38187027dcb89cd9724bc5a823">arm_compute::execute_window_loop</a></div><div class="ttdeci">void execute_window_loop(const Window &amp;w, L &amp;&amp;lambda_function, Ts &amp;&amp;...iterators)</div><div class="ttdoc">Iterate through the passed window, automatically adjusting the iterators and calling the lambda_funct...</div><div class="ttdef"><b>Definition:</b> <a href="_helpers_8inl_source.xhtml#l00122">Helpers.inl:122</a></div></div>
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@@ -7717,11 +7895,11 @@
 
 <p>Definition at line <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml#l00389">389</a> of file <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml">NEColorConvertHelper.inl</a>.</p>
 
-<p>References <a class="el" href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00109">arm_compute::test::validation::alpha</a>, <a class="el" href="core_2_error_8h_source.xhtml#l00306">ARM_COMPUTE_ERROR_ON</a>, <a class="el" href="_window_8h_source.xhtml#l00043">Window::DimX</a>, <a class="el" href="_window_8h_source.xhtml#l00045">Window::DimY</a>, <a class="el" href="_window_8h_source.xhtml#l00090">Window::Dimension::end()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00127">execute_window_loop()</a>, <a class="el" href="classarm__compute_1_1_i_tensor.xhtml#a0e95dc1e53c361348314873b168ae237">ITensor::info()</a>, <a class="el" href="_window_8inl_source.xhtml#l00040">Window::set()</a>, <a class="el" href="_window_8h_source.xhtml#l00085">Window::Dimension::start()</a>, <a class="el" href="_window_8h_source.xhtml#l00095">Window::Dimension::step()</a>, <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#a6b14f175bf5281f57b561e2d4e4b1f1f">ITensorInfo::strides_in_bytes()</a>, <a class="el" href="_window_8inl_source.xhtml#l00112">Window::validate()</a>, <a class="el" href="_window_8h_source.xhtml#l00128">Window::x()</a>, <a class="el" href="_dimensions_8h_source.xhtml#l00086">Dimensions&lt; T &gt;::y()</a>, and <a class="el" href="_window_8h_source.xhtml#l00137">Window::y()</a>.</p>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00112">arm_compute::test::validation::alpha</a>, <a class="el" href="core_2_error_8h_source.xhtml#l00306">ARM_COMPUTE_ERROR_ON</a>, <a class="el" href="_window_8h_source.xhtml#l00043">Window::DimX</a>, <a class="el" href="_window_8h_source.xhtml#l00045">Window::DimY</a>, <a class="el" href="_window_8h_source.xhtml#l00090">Window::Dimension::end()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00122">execute_window_loop()</a>, <a class="el" href="classarm__compute_1_1_i_tensor.xhtml#a0e95dc1e53c361348314873b168ae237">ITensor::info()</a>, <a class="el" href="_window_8inl_source.xhtml#l00040">Window::set()</a>, <a class="el" href="_window_8h_source.xhtml#l00085">Window::Dimension::start()</a>, <a class="el" href="_window_8h_source.xhtml#l00095">Window::Dimension::step()</a>, <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#a6b14f175bf5281f57b561e2d4e4b1f1f">ITensorInfo::strides_in_bytes()</a>, <a class="el" href="_window_8inl_source.xhtml#l00128">Window::validate()</a>, <a class="el" href="_window_8h_source.xhtml#l00128">Window::x()</a>, <a class="el" href="_dimensions_8h_source.xhtml#l00086">Dimensions&lt; T &gt;::y()</a>, and <a class="el" href="_window_8h_source.xhtml#l00137">Window::y()</a>.</p>
 <div class="fragment"><div class="line"><a name="l00390"></a><span class="lineno">  390</span>&#160;{</div><div class="line"><a name="l00391"></a><span class="lineno">  391</span>&#160;    <a class="code" href="core_2_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a>(<span class="keyword">nullptr</span> == input);</div><div class="line"><a name="l00392"></a><span class="lineno">  392</span>&#160;    <a class="code" href="core_2_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a>(<span class="keyword">nullptr</span> == output);</div><div class="line"><a name="l00393"></a><span class="lineno">  393</span>&#160;    win.validate();</div><div class="line"><a name="l00394"></a><span class="lineno">  394</span>&#160;</div><div class="line"><a name="l00395"></a><span class="lineno">  395</span>&#160;    <span class="keyword">const</span> <span class="keyword">auto</span> input_ptr  = <span class="keyword">static_cast&lt;</span><span class="keyword">const </span>IMultiImage *__restrict<span class="keyword">&gt;</span>(input);</div><div class="line"><a name="l00396"></a><span class="lineno">  396</span>&#160;    <span class="keyword">const</span> <span class="keyword">auto</span> output_ptr = <span class="keyword">static_cast&lt;</span><a class="code" href="namespacearm__compute.xhtml#ac20902ac1ef01783c8a8d71a9bdf1100">IImage</a> *__restrict<span class="keyword">&gt;</span>(output);</div><div class="line"><a name="l00397"></a><span class="lineno">  397</span>&#160;</div><div class="line"><a name="l00398"></a><span class="lineno">  398</span>&#160;    constexpr <span class="keyword">auto</span> element_size = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">alpha</a> ? 32 : 24;</div><div class="line"><a name="l00399"></a><span class="lineno">  399</span>&#160;    <span class="keyword">const</span> <span class="keyword">auto</span>     out_stride   = output_ptr-&gt;info()-&gt;strides_in_bytes().y();</div><div class="line"><a name="l00400"></a><span class="lineno">  400</span>&#160;    constexpr <span class="keyword">auto</span> shift        = uv ? 0 : 1;</div><div class="line"><a name="l00401"></a><span class="lineno">  401</span>&#160;</div><div class="line"><a name="l00402"></a><span class="lineno">  402</span>&#160;    <span class="comment">// UV&#39;s width and height are subsampled</span></div><div class="line"><a name="l00403"></a><span class="lineno">  403</span>&#160;    Window win_uv(win);</div><div class="line"><a name="l00404"></a><span class="lineno">  404</span>&#160;    win_uv.set(Window::DimX, Window::Dimension(win_uv.x().start() / 2, win_uv.x().end() / 2, win.x().step() / 2));</div><div class="line"><a name="l00405"></a><span class="lineno">  405</span>&#160;    win_uv.set(Window::DimY, Window::Dimension(win_uv.y().start() / 2, win_uv.y().end() / 2, 1));</div><div class="line"><a name="l00406"></a><span class="lineno">  406</span>&#160;    win_uv.validate();</div><div class="line"><a name="l00407"></a><span class="lineno">  407</span>&#160;</div><div class="line"><a name="l00408"></a><span class="lineno">  408</span>&#160;    Iterator in_y(input_ptr-&gt;plane(0), win);</div><div class="line"><a name="l00409"></a><span class="lineno">  409</span>&#160;    Iterator in_uv(input_ptr-&gt;plane(1), win_uv);</div><div class="line"><a name="l00410"></a><span class="lineno">  410</span>&#160;    Iterator out(output_ptr, win);</div><div class="line"><a name="l00411"></a><span class="lineno">  411</span>&#160;</div><div class="line"><a name="l00412"></a><span class="lineno">  412</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a6c0dcc38187027dcb89cd9724bc5a823">execute_window_loop</a>(win, [&amp;](<span class="keyword">const</span> Coordinates &amp; <span class="keywordtype">id</span>)</div><div class="line"><a name="l00413"></a><span class="lineno">  413</span>&#160;    {</div><div class="line"><a name="l00414"></a><span class="lineno">  414</span>&#160;        <span class="keyword">const</span> <span class="keyword">auto</span> ta_y_top    = vld2q_u8(in_y.ptr());</div><div class="line"><a name="l00415"></a><span class="lineno">  415</span>&#160;        <span class="keyword">const</span> <span class="keyword">auto</span> ta_y_bottom = vld2q_u8(in_y.ptr() + input_ptr-&gt;plane(0)-&gt;info()-&gt;strides_in_bytes().y());</div><div class="line"><a name="l00416"></a><span class="lineno">  416</span>&#160;        <span class="keyword">const</span> <span class="keyword">auto</span> ta_uv       = vld2q_u8(in_uv.ptr());</div><div class="line"><a name="l00417"></a><span class="lineno">  417</span>&#160;        <span class="comment">//ta_y.val[0] = Y0 Y2 Y4 Y6 ...</span></div><div class="line"><a name="l00418"></a><span class="lineno">  418</span>&#160;        <span class="comment">//ta_y.val[1] = Y1 Y3 Y5 Y7 ...</span></div><div class="line"><a name="l00419"></a><span class="lineno">  419</span>&#160;        <span class="comment">//ta_uv.val[0] = U0 U2 U4 U6 ...</span></div><div class="line"><a name="l00420"></a><span class="lineno">  420</span>&#160;        <span class="comment">//ta_uv.val[1] = V0 V2 V4 V6 ...</span></div><div class="line"><a name="l00421"></a><span class="lineno">  421</span>&#160;</div><div class="line"><a name="l00422"></a><span class="lineno">  422</span>&#160;        <span class="comment">// Convert the uint8x16x4_t to float32x4x4_t</span></div><div class="line"><a name="l00423"></a><span class="lineno">  423</span>&#160;        float32x4x4_t yvec_top, yyvec_top, yvec_bottom, yyvec_bottom, uvec, vvec;</div><div class="line"><a name="l00424"></a><span class="lineno">  424</span>&#160;        convert_uint8x16_to_float32x4x4(ta_y_top.val[0], yvec_top);</div><div class="line"><a name="l00425"></a><span class="lineno">  425</span>&#160;        convert_uint8x16_to_float32x4x4(ta_y_top.val[1], yyvec_top);</div><div class="line"><a name="l00426"></a><span class="lineno">  426</span>&#160;        convert_uint8x16_to_float32x4x4(ta_y_bottom.val[0], yvec_bottom);</div><div class="line"><a name="l00427"></a><span class="lineno">  427</span>&#160;        convert_uint8x16_to_float32x4x4(ta_y_bottom.val[1], yyvec_bottom);</div><div class="line"><a name="l00428"></a><span class="lineno">  428</span>&#160;        convert_uint8x16_to_float32x4x4(ta_uv.val[0 + shift], uvec);</div><div class="line"><a name="l00429"></a><span class="lineno">  429</span>&#160;        convert_uint8x16_to_float32x4x4(ta_uv.val[1 - shift], vvec);</div><div class="line"><a name="l00430"></a><span class="lineno">  430</span>&#160;</div><div class="line"><a name="l00431"></a><span class="lineno">  431</span>&#160;        yuyv_to_rgb_calculation(yvec_top.val[0], uvec.val[0], yyvec_top.val[0], vvec.val[0], out.ptr() + 0 * element_size, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">alpha</a>);</div><div class="line"><a name="l00432"></a><span class="lineno">  432</span>&#160;        yuyv_to_rgb_calculation(yvec_top.val[1], uvec.val[1], yyvec_top.val[1], vvec.val[1], out.ptr() + 1 * element_size, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">alpha</a>);</div><div class="line"><a name="l00433"></a><span class="lineno">  433</span>&#160;        yuyv_to_rgb_calculation(yvec_top.val[2], uvec.val[2], yyvec_top.val[2], vvec.val[2], out.ptr() + 2 * element_size, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">alpha</a>);</div><div class="line"><a name="l00434"></a><span class="lineno">  434</span>&#160;        yuyv_to_rgb_calculation(yvec_top.val[3], uvec.val[3], yyvec_top.val[3], vvec.val[3], out.ptr() + 3 * element_size, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">alpha</a>);</div><div class="line"><a name="l00435"></a><span class="lineno">  435</span>&#160;</div><div class="line"><a name="l00436"></a><span class="lineno">  436</span>&#160;        yuyv_to_rgb_calculation(yvec_bottom.val[0], uvec.val[0], yyvec_bottom.val[0], vvec.val[0], out.ptr() + out_stride + 0 * element_size, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">alpha</a>);</div><div class="line"><a name="l00437"></a><span class="lineno">  437</span>&#160;        yuyv_to_rgb_calculation(yvec_bottom.val[1], uvec.val[1], yyvec_bottom.val[1], vvec.val[1], out.ptr() + out_stride + 1 * element_size, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">alpha</a>);</div><div class="line"><a name="l00438"></a><span class="lineno">  438</span>&#160;        yuyv_to_rgb_calculation(yvec_bottom.val[2], uvec.val[2], yyvec_bottom.val[2], vvec.val[2], out.ptr() + out_stride + 2 * element_size, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">alpha</a>);</div><div class="line"><a name="l00439"></a><span class="lineno">  439</span>&#160;        yuyv_to_rgb_calculation(yvec_bottom.val[3], uvec.val[3], yyvec_bottom.val[3], vvec.val[3], out.ptr() + out_stride + 3 * element_size, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">alpha</a>);</div><div class="line"><a name="l00440"></a><span class="lineno">  440</span>&#160;    },</div><div class="line"><a name="l00441"></a><span class="lineno">  441</span>&#160;    in_y, in_uv, out);</div><div class="line"><a name="l00442"></a><span class="lineno">  442</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a54a6080c9f4df1f908e57a9bbb46f5da"><div class="ttname"><a href="core_2_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR_ON(cond)</div><div class="ttdoc">If the condition is true then an error message is printed and an exception thrown. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00306">Error.h:306</a></div></div>
-<div class="ttc" id="namespacearm__compute_xhtml_a6c0dcc38187027dcb89cd9724bc5a823"><div class="ttname"><a href="namespacearm__compute.xhtml#a6c0dcc38187027dcb89cd9724bc5a823">arm_compute::execute_window_loop</a></div><div class="ttdeci">void execute_window_loop(const Window &amp;w, L &amp;&amp;lambda_function, Ts &amp;&amp;...iterators)</div><div class="ttdoc">Iterate through the passed window, automatically adjusting the iterators and calling the lambda_funct...</div><div class="ttdef"><b>Definition:</b> <a href="_helpers_8inl_source.xhtml#l00127">Helpers.inl:127</a></div></div>
+<div class="ttc" id="namespacearm__compute_xhtml_a6c0dcc38187027dcb89cd9724bc5a823"><div class="ttname"><a href="namespacearm__compute.xhtml#a6c0dcc38187027dcb89cd9724bc5a823">arm_compute::execute_window_loop</a></div><div class="ttdeci">void execute_window_loop(const Window &amp;w, L &amp;&amp;lambda_function, Ts &amp;&amp;...iterators)</div><div class="ttdoc">Iterate through the passed window, automatically adjusting the iterators and calling the lambda_funct...</div><div class="ttdef"><b>Definition:</b> <a href="_helpers_8inl_source.xhtml#l00122">Helpers.inl:122</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_ac20902ac1ef01783c8a8d71a9bdf1100"><div class="ttname"><a href="namespacearm__compute.xhtml#ac20902ac1ef01783c8a8d71a9bdf1100">arm_compute::IImage</a></div><div class="ttdeci">ITensor IImage</div><div class="ttdef"><b>Definition:</b> <a href="_c_p_p_corner_candidates_kernel_8h_source.xhtml#l00036">CPPCornerCandidatesKernel.h:36</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a62197192f0fbf4e0675eb37be1c4c175"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">arm_compute::test::validation::alpha</a></div><div class="ttdeci">alpha</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00109">GEMM.cpp:109</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a62197192f0fbf4e0675eb37be1c4c175"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">arm_compute::test::validation::alpha</a></div><div class="ttdeci">alpha</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00112">GEMM.cpp:112</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -7757,9 +7935,9 @@
 
 <p>Definition at line <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml#l00686">686</a> of file <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml">NEColorConvertHelper.inl</a>.</p>
 
-<p>References <a class="el" href="core_2_error_8h_source.xhtml#l00306">ARM_COMPUTE_ERROR_ON</a>, <a class="el" href="_window_8h_source.xhtml#l00043">Window::DimX</a>, <a class="el" href="_window_8h_source.xhtml#l00045">Window::DimY</a>, <a class="el" href="_window_8h_source.xhtml#l00090">Window::Dimension::end()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00127">execute_window_loop()</a>, <a class="el" href="_window_8inl_source.xhtml#l00040">Window::set()</a>, <a class="el" href="_window_8h_source.xhtml#l00085">Window::Dimension::start()</a>, <a class="el" href="_window_8h_source.xhtml#l00095">Window::Dimension::step()</a>, <a class="el" href="_window_8inl_source.xhtml#l00112">Window::validate()</a>, <a class="el" href="_window_8h_source.xhtml#l00128">Window::x()</a>, and <a class="el" href="_window_8h_source.xhtml#l00137">Window::y()</a>.</p>
+<p>References <a class="el" href="core_2_error_8h_source.xhtml#l00306">ARM_COMPUTE_ERROR_ON</a>, <a class="el" href="_window_8h_source.xhtml#l00043">Window::DimX</a>, <a class="el" href="_window_8h_source.xhtml#l00045">Window::DimY</a>, <a class="el" href="_window_8h_source.xhtml#l00090">Window::Dimension::end()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00122">execute_window_loop()</a>, <a class="el" href="_window_8inl_source.xhtml#l00040">Window::set()</a>, <a class="el" href="_window_8h_source.xhtml#l00085">Window::Dimension::start()</a>, <a class="el" href="_window_8h_source.xhtml#l00095">Window::Dimension::step()</a>, <a class="el" href="_window_8inl_source.xhtml#l00128">Window::validate()</a>, <a class="el" href="_window_8h_source.xhtml#l00128">Window::x()</a>, and <a class="el" href="_window_8h_source.xhtml#l00137">Window::y()</a>.</p>
 <div class="fragment"><div class="line"><a name="l00687"></a><span class="lineno">  687</span>&#160;{</div><div class="line"><a name="l00688"></a><span class="lineno">  688</span>&#160;    <a class="code" href="core_2_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a>(<span class="keyword">nullptr</span> == input);</div><div class="line"><a name="l00689"></a><span class="lineno">  689</span>&#160;    <a class="code" href="core_2_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a>(<span class="keyword">nullptr</span> == output);</div><div class="line"><a name="l00690"></a><span class="lineno">  690</span>&#160;    win.validate();</div><div class="line"><a name="l00691"></a><span class="lineno">  691</span>&#160;</div><div class="line"><a name="l00692"></a><span class="lineno">  692</span>&#160;    <span class="keyword">const</span> <span class="keyword">auto</span> input_ptr  = <span class="keyword">static_cast&lt;</span><span class="keyword">const </span>IMultiImage *__restrict<span class="keyword">&gt;</span>(input);</div><div class="line"><a name="l00693"></a><span class="lineno">  693</span>&#160;    <span class="keyword">const</span> <span class="keyword">auto</span> output_ptr = <span class="keyword">static_cast&lt;</span>IMultiImage *__restrict<span class="keyword">&gt;</span>(output);</div><div class="line"><a name="l00694"></a><span class="lineno">  694</span>&#160;</div><div class="line"><a name="l00695"></a><span class="lineno">  695</span>&#160;    constexpr <span class="keyword">auto</span> shift = uv ? 0 : 1;</div><div class="line"><a name="l00696"></a><span class="lineno">  696</span>&#160;</div><div class="line"><a name="l00697"></a><span class="lineno">  697</span>&#160;    <span class="comment">// UV&#39;s width and height are subsampled</span></div><div class="line"><a name="l00698"></a><span class="lineno">  698</span>&#160;    Window win_uv(win);</div><div class="line"><a name="l00699"></a><span class="lineno">  699</span>&#160;    win_uv.set(Window::DimX, Window::Dimension(win_uv.x().start() / 2, win_uv.x().end() / 2, win_uv.x().step() / 2));</div><div class="line"><a name="l00700"></a><span class="lineno">  700</span>&#160;    win_uv.set(Window::DimY, Window::Dimension(win_uv.y().start() / 2, win_uv.y().end() / 2, 1));</div><div class="line"><a name="l00701"></a><span class="lineno">  701</span>&#160;    win_uv.validate();</div><div class="line"><a name="l00702"></a><span class="lineno">  702</span>&#160;</div><div class="line"><a name="l00703"></a><span class="lineno">  703</span>&#160;    Iterator in_y(input_ptr-&gt;plane(0), win);</div><div class="line"><a name="l00704"></a><span class="lineno">  704</span>&#160;    Iterator in_uv(input_ptr-&gt;plane(1), win_uv);</div><div class="line"><a name="l00705"></a><span class="lineno">  705</span>&#160;    Iterator out_y(output_ptr-&gt;plane(0), win);</div><div class="line"><a name="l00706"></a><span class="lineno">  706</span>&#160;    Iterator out_u(output_ptr-&gt;plane(1), win);</div><div class="line"><a name="l00707"></a><span class="lineno">  707</span>&#160;    Iterator out_v(output_ptr-&gt;plane(2), win);</div><div class="line"><a name="l00708"></a><span class="lineno">  708</span>&#160;</div><div class="line"><a name="l00709"></a><span class="lineno">  709</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a6c0dcc38187027dcb89cd9724bc5a823">execute_window_loop</a>(win, [&amp;](<span class="keyword">const</span> Coordinates &amp; <span class="keywordtype">id</span>)</div><div class="line"><a name="l00710"></a><span class="lineno">  710</span>&#160;    {</div><div class="line"><a name="l00711"></a><span class="lineno">  711</span>&#160;        <span class="keyword">const</span> <span class="keyword">auto</span> ta_y_top    = vld2q_u8(in_y.ptr());</div><div class="line"><a name="l00712"></a><span class="lineno">  712</span>&#160;        <span class="keyword">const</span> <span class="keyword">auto</span> ta_y_bottom = vld2q_u8(in_y.ptr() + input_ptr-&gt;plane(0)-&gt;info()-&gt;strides_in_bytes().y());</div><div class="line"><a name="l00713"></a><span class="lineno">  713</span>&#160;        <span class="keyword">const</span> <span class="keyword">auto</span> ta_uv       = vld2q_u8(in_uv.ptr());</div><div class="line"><a name="l00714"></a><span class="lineno">  714</span>&#160;        <span class="comment">//ta_y.val[0] = Y0 Y2 Y4 Y6 ...</span></div><div class="line"><a name="l00715"></a><span class="lineno">  715</span>&#160;        <span class="comment">//ta_y.val[1] = Y1 Y3 Y5 Y7 ...</span></div><div class="line"><a name="l00716"></a><span class="lineno">  716</span>&#160;        <span class="comment">//ta_uv.val[0] = U0 U2 U4 U6 ...</span></div><div class="line"><a name="l00717"></a><span class="lineno">  717</span>&#160;        <span class="comment">//ta_uv.val[1] = V0 V2 V4 V6 ...</span></div><div class="line"><a name="l00718"></a><span class="lineno">  718</span>&#160;</div><div class="line"><a name="l00719"></a><span class="lineno">  719</span>&#160;        vst2q_u8(out_y.ptr(), ta_y_top);</div><div class="line"><a name="l00720"></a><span class="lineno">  720</span>&#160;        vst2q_u8(out_y.ptr() + output_ptr-&gt;plane(0)-&gt;info()-&gt;strides_in_bytes().y(), ta_y_bottom);</div><div class="line"><a name="l00721"></a><span class="lineno">  721</span>&#160;</div><div class="line"><a name="l00722"></a><span class="lineno">  722</span>&#160;        uint8x16x2_t uvec;</div><div class="line"><a name="l00723"></a><span class="lineno">  723</span>&#160;        uvec.val[0] = ta_uv.val[0 + shift];</div><div class="line"><a name="l00724"></a><span class="lineno">  724</span>&#160;        uvec.val[1] = ta_uv.val[0 + shift];</div><div class="line"><a name="l00725"></a><span class="lineno">  725</span>&#160;        vst2q_u8(out_u.ptr(), uvec);</div><div class="line"><a name="l00726"></a><span class="lineno">  726</span>&#160;        vst2q_u8(out_u.ptr() + output_ptr-&gt;plane(1)-&gt;info()-&gt;strides_in_bytes().y(), uvec);</div><div class="line"><a name="l00727"></a><span class="lineno">  727</span>&#160;</div><div class="line"><a name="l00728"></a><span class="lineno">  728</span>&#160;        uint8x16x2_t vvec;</div><div class="line"><a name="l00729"></a><span class="lineno">  729</span>&#160;        vvec.val[0] = ta_uv.val[1 - shift];</div><div class="line"><a name="l00730"></a><span class="lineno">  730</span>&#160;        vvec.val[1] = ta_uv.val[1 - shift];</div><div class="line"><a name="l00731"></a><span class="lineno">  731</span>&#160;        vst2q_u8(out_v.ptr(), vvec);</div><div class="line"><a name="l00732"></a><span class="lineno">  732</span>&#160;        vst2q_u8(out_v.ptr() + output_ptr-&gt;plane(2)-&gt;info()-&gt;strides_in_bytes().y(), vvec);</div><div class="line"><a name="l00733"></a><span class="lineno">  733</span>&#160;    },</div><div class="line"><a name="l00734"></a><span class="lineno">  734</span>&#160;    in_y, in_uv, out_y, out_u, out_v);</div><div class="line"><a name="l00735"></a><span class="lineno">  735</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a54a6080c9f4df1f908e57a9bbb46f5da"><div class="ttname"><a href="core_2_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR_ON(cond)</div><div class="ttdoc">If the condition is true then an error message is printed and an exception thrown. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00306">Error.h:306</a></div></div>
-<div class="ttc" id="namespacearm__compute_xhtml_a6c0dcc38187027dcb89cd9724bc5a823"><div class="ttname"><a href="namespacearm__compute.xhtml#a6c0dcc38187027dcb89cd9724bc5a823">arm_compute::execute_window_loop</a></div><div class="ttdeci">void execute_window_loop(const Window &amp;w, L &amp;&amp;lambda_function, Ts &amp;&amp;...iterators)</div><div class="ttdoc">Iterate through the passed window, automatically adjusting the iterators and calling the lambda_funct...</div><div class="ttdef"><b>Definition:</b> <a href="_helpers_8inl_source.xhtml#l00127">Helpers.inl:127</a></div></div>
+<div class="ttc" id="namespacearm__compute_xhtml_a6c0dcc38187027dcb89cd9724bc5a823"><div class="ttname"><a href="namespacearm__compute.xhtml#a6c0dcc38187027dcb89cd9724bc5a823">arm_compute::execute_window_loop</a></div><div class="ttdeci">void execute_window_loop(const Window &amp;w, L &amp;&amp;lambda_function, Ts &amp;&amp;...iterators)</div><div class="ttdoc">Iterate through the passed window, automatically adjusting the iterators and calling the lambda_funct...</div><div class="ttdef"><b>Definition:</b> <a href="_helpers_8inl_source.xhtml#l00122">Helpers.inl:122</a></div></div>
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@@ -7795,11 +7973,11 @@
 
 <p>Definition at line <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml#l00825">825</a> of file <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml">NEColorConvertHelper.inl</a>.</p>
 
-<p>References <a class="el" href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00109">arm_compute::test::validation::alpha</a>, <a class="el" href="core_2_error_8h_source.xhtml#l00306">ARM_COMPUTE_ERROR_ON</a>, <a class="el" href="_window_8h_source.xhtml#l00043">Window::DimX</a>, <a class="el" href="_window_8h_source.xhtml#l00045">Window::DimY</a>, <a class="el" href="_window_8h_source.xhtml#l00090">Window::Dimension::end()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00127">execute_window_loop()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00183">Iterator::ptr()</a>, <a class="el" href="_window_8inl_source.xhtml#l00040">Window::set()</a>, <a class="el" href="_window_8h_source.xhtml#l00085">Window::Dimension::start()</a>, <a class="el" href="_window_8h_source.xhtml#l00095">Window::Dimension::step()</a>, <a class="el" href="_window_8inl_source.xhtml#l00112">Window::validate()</a>, <a class="el" href="_window_8h_source.xhtml#l00128">Window::x()</a>, and <a class="el" href="_window_8h_source.xhtml#l00137">Window::y()</a>.</p>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00112">arm_compute::test::validation::alpha</a>, <a class="el" href="core_2_error_8h_source.xhtml#l00306">ARM_COMPUTE_ERROR_ON</a>, <a class="el" href="_window_8h_source.xhtml#l00043">Window::DimX</a>, <a class="el" href="_window_8h_source.xhtml#l00045">Window::DimY</a>, <a class="el" href="_window_8h_source.xhtml#l00090">Window::Dimension::end()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00122">execute_window_loop()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00178">Iterator::ptr()</a>, <a class="el" href="_window_8inl_source.xhtml#l00040">Window::set()</a>, <a class="el" href="_window_8h_source.xhtml#l00085">Window::Dimension::start()</a>, <a class="el" href="_window_8h_source.xhtml#l00095">Window::Dimension::step()</a>, <a class="el" href="_window_8inl_source.xhtml#l00128">Window::validate()</a>, <a class="el" href="_window_8h_source.xhtml#l00128">Window::x()</a>, and <a class="el" href="_window_8h_source.xhtml#l00137">Window::y()</a>.</p>
 <div class="fragment"><div class="line"><a name="l00826"></a><span class="lineno">  826</span>&#160;{</div><div class="line"><a name="l00827"></a><span class="lineno">  827</span>&#160;    <a class="code" href="core_2_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a>(<span class="keyword">nullptr</span> == input);</div><div class="line"><a name="l00828"></a><span class="lineno">  828</span>&#160;    <a class="code" href="core_2_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a>(<span class="keyword">nullptr</span> == output);</div><div class="line"><a name="l00829"></a><span class="lineno">  829</span>&#160;    win.validate();</div><div class="line"><a name="l00830"></a><span class="lineno">  830</span>&#160;</div><div class="line"><a name="l00831"></a><span class="lineno">  831</span>&#160;    <span class="keyword">const</span> <span class="keyword">auto</span> input_ptr  = <span class="keyword">static_cast&lt;</span><span class="keyword">const </span><a class="code" href="namespacearm__compute.xhtml#ac20902ac1ef01783c8a8d71a9bdf1100">IImage</a> *__restrict<span class="keyword">&gt;</span>(input);</div><div class="line"><a name="l00832"></a><span class="lineno">  832</span>&#160;    <span class="keyword">const</span> <span class="keyword">auto</span> output_ptr = <span class="keyword">static_cast&lt;</span>IMultiImage *__restrict<span class="keyword">&gt;</span>(output);</div><div class="line"><a name="l00833"></a><span class="lineno">  833</span>&#160;</div><div class="line"><a name="l00834"></a><span class="lineno">  834</span>&#160;    <span class="comment">// UV&#39;s width and height are subsampled</span></div><div class="line"><a name="l00835"></a><span class="lineno">  835</span>&#160;    Window win_uv(win);</div><div class="line"><a name="l00836"></a><span class="lineno">  836</span>&#160;    win_uv.set(Window::DimX, Window::Dimension(win_uv.x().start() / 2, win_uv.x().end() / 2, win_uv.x().step() / 2));</div><div class="line"><a name="l00837"></a><span class="lineno">  837</span>&#160;    win_uv.set(Window::DimY, Window::Dimension(win_uv.y().start() / 2, win_uv.y().end() / 2, 1));</div><div class="line"><a name="l00838"></a><span class="lineno">  838</span>&#160;    win_uv.validate();</div><div class="line"><a name="l00839"></a><span class="lineno">  839</span>&#160;</div><div class="line"><a name="l00840"></a><span class="lineno">  840</span>&#160;    Iterator in(input_ptr, win);</div><div class="line"><a name="l00841"></a><span class="lineno">  841</span>&#160;    Iterator out_y(output_ptr-&gt;plane(0), win);</div><div class="line"><a name="l00842"></a><span class="lineno">  842</span>&#160;    Iterator out_u(output_ptr-&gt;plane(1), win_uv);</div><div class="line"><a name="l00843"></a><span class="lineno">  843</span>&#160;    Iterator out_v(output_ptr-&gt;plane(2), win_uv);</div><div class="line"><a name="l00844"></a><span class="lineno">  844</span>&#160;</div><div class="line"><a name="l00845"></a><span class="lineno">  845</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a6c0dcc38187027dcb89cd9724bc5a823">execute_window_loop</a>(win, [&amp;](<span class="keyword">const</span> Coordinates &amp; <span class="keywordtype">id</span>)</div><div class="line"><a name="l00846"></a><span class="lineno">  846</span>&#160;    {</div><div class="line"><a name="l00847"></a><span class="lineno">  847</span>&#160;        <span class="keyword">const</span> <span class="keyword">auto</span> ta_rgb_top    = load_rgb(in.ptr(), <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">alpha</a>);</div><div class="line"><a name="l00848"></a><span class="lineno">  848</span>&#160;        <span class="keyword">const</span> <span class="keyword">auto</span> ta_rgb_bottom = load_rgb(in.ptr() + input_ptr-&gt;info()-&gt;strides_in_bytes().y(), <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">alpha</a>);</div><div class="line"><a name="l00849"></a><span class="lineno">  849</span>&#160;        <span class="comment">//ta_rgb.val[0] = R0 R1 R2 R3 ...</span></div><div class="line"><a name="l00850"></a><span class="lineno">  850</span>&#160;        <span class="comment">//ta_rgb.val[1] = G0 G1 G2 G3 ...</span></div><div class="line"><a name="l00851"></a><span class="lineno">  851</span>&#160;        <span class="comment">//ta_rgb.val[2] = B0 B1 B2 B3 ...</span></div><div class="line"><a name="l00852"></a><span class="lineno">  852</span>&#160;</div><div class="line"><a name="l00853"></a><span class="lineno">  853</span>&#160;        store_rgb_to_iyuv(ta_rgb_top.val[0], ta_rgb_top.val[1], ta_rgb_top.val[2],</div><div class="line"><a name="l00854"></a><span class="lineno">  854</span>&#160;                          ta_rgb_bottom.val[0], ta_rgb_bottom.val[1], ta_rgb_bottom.val[2],</div><div class="line"><a name="l00855"></a><span class="lineno">  855</span>&#160;                          out_y.ptr(), out_y.ptr() + output_ptr-&gt;plane(0)-&gt;info()-&gt;strides_in_bytes().y(),</div><div class="line"><a name="l00856"></a><span class="lineno">  856</span>&#160;                          out_u.ptr(), out_v.ptr());</div><div class="line"><a name="l00857"></a><span class="lineno">  857</span>&#160;    },</div><div class="line"><a name="l00858"></a><span class="lineno">  858</span>&#160;    in, out_y, out_u, out_v);</div><div class="line"><a name="l00859"></a><span class="lineno">  859</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a54a6080c9f4df1f908e57a9bbb46f5da"><div class="ttname"><a href="core_2_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR_ON(cond)</div><div class="ttdoc">If the condition is true then an error message is printed and an exception thrown. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00306">Error.h:306</a></div></div>
-<div class="ttc" id="namespacearm__compute_xhtml_a6c0dcc38187027dcb89cd9724bc5a823"><div class="ttname"><a href="namespacearm__compute.xhtml#a6c0dcc38187027dcb89cd9724bc5a823">arm_compute::execute_window_loop</a></div><div class="ttdeci">void execute_window_loop(const Window &amp;w, L &amp;&amp;lambda_function, Ts &amp;&amp;...iterators)</div><div class="ttdoc">Iterate through the passed window, automatically adjusting the iterators and calling the lambda_funct...</div><div class="ttdef"><b>Definition:</b> <a href="_helpers_8inl_source.xhtml#l00127">Helpers.inl:127</a></div></div>
+<div class="ttc" id="namespacearm__compute_xhtml_a6c0dcc38187027dcb89cd9724bc5a823"><div class="ttname"><a href="namespacearm__compute.xhtml#a6c0dcc38187027dcb89cd9724bc5a823">arm_compute::execute_window_loop</a></div><div class="ttdeci">void execute_window_loop(const Window &amp;w, L &amp;&amp;lambda_function, Ts &amp;&amp;...iterators)</div><div class="ttdoc">Iterate through the passed window, automatically adjusting the iterators and calling the lambda_funct...</div><div class="ttdef"><b>Definition:</b> <a href="_helpers_8inl_source.xhtml#l00122">Helpers.inl:122</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_ac20902ac1ef01783c8a8d71a9bdf1100"><div class="ttname"><a href="namespacearm__compute.xhtml#ac20902ac1ef01783c8a8d71a9bdf1100">arm_compute::IImage</a></div><div class="ttdeci">ITensor IImage</div><div class="ttdef"><b>Definition:</b> <a href="_c_p_p_corner_candidates_kernel_8h_source.xhtml#l00036">CPPCornerCandidatesKernel.h:36</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a62197192f0fbf4e0675eb37be1c4c175"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">arm_compute::test::validation::alpha</a></div><div class="ttdeci">alpha</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00109">GEMM.cpp:109</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a62197192f0fbf4e0675eb37be1c4c175"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">arm_compute::test::validation::alpha</a></div><div class="ttdeci">alpha</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00112">GEMM.cpp:112</a></div></div>
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@@ -7835,11 +8013,11 @@
 
 <p>Definition at line <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml#l00789">789</a> of file <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml">NEColorConvertHelper.inl</a>.</p>
 
-<p>References <a class="el" href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00109">arm_compute::test::validation::alpha</a>, <a class="el" href="core_2_error_8h_source.xhtml#l00306">ARM_COMPUTE_ERROR_ON</a>, <a class="el" href="_window_8h_source.xhtml#l00043">Window::DimX</a>, <a class="el" href="_window_8h_source.xhtml#l00045">Window::DimY</a>, <a class="el" href="_window_8h_source.xhtml#l00090">Window::Dimension::end()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00127">execute_window_loop()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00183">Iterator::ptr()</a>, <a class="el" href="_window_8inl_source.xhtml#l00040">Window::set()</a>, <a class="el" href="_window_8h_source.xhtml#l00085">Window::Dimension::start()</a>, <a class="el" href="_window_8h_source.xhtml#l00095">Window::Dimension::step()</a>, <a class="el" href="_window_8inl_source.xhtml#l00112">Window::validate()</a>, <a class="el" href="_window_8h_source.xhtml#l00128">Window::x()</a>, and <a class="el" href="_window_8h_source.xhtml#l00137">Window::y()</a>.</p>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00112">arm_compute::test::validation::alpha</a>, <a class="el" href="core_2_error_8h_source.xhtml#l00306">ARM_COMPUTE_ERROR_ON</a>, <a class="el" href="_window_8h_source.xhtml#l00043">Window::DimX</a>, <a class="el" href="_window_8h_source.xhtml#l00045">Window::DimY</a>, <a class="el" href="_window_8h_source.xhtml#l00090">Window::Dimension::end()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00122">execute_window_loop()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00178">Iterator::ptr()</a>, <a class="el" href="_window_8inl_source.xhtml#l00040">Window::set()</a>, <a class="el" href="_window_8h_source.xhtml#l00085">Window::Dimension::start()</a>, <a class="el" href="_window_8h_source.xhtml#l00095">Window::Dimension::step()</a>, <a class="el" href="_window_8inl_source.xhtml#l00128">Window::validate()</a>, <a class="el" href="_window_8h_source.xhtml#l00128">Window::x()</a>, and <a class="el" href="_window_8h_source.xhtml#l00137">Window::y()</a>.</p>
 <div class="fragment"><div class="line"><a name="l00790"></a><span class="lineno">  790</span>&#160;{</div><div class="line"><a name="l00791"></a><span class="lineno">  791</span>&#160;    <a class="code" href="core_2_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a>(<span class="keyword">nullptr</span> == input);</div><div class="line"><a name="l00792"></a><span class="lineno">  792</span>&#160;    <a class="code" href="core_2_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a>(<span class="keyword">nullptr</span> == output);</div><div class="line"><a name="l00793"></a><span class="lineno">  793</span>&#160;    win.validate();</div><div class="line"><a name="l00794"></a><span class="lineno">  794</span>&#160;</div><div class="line"><a name="l00795"></a><span class="lineno">  795</span>&#160;    <span class="keyword">const</span> <span class="keyword">auto</span> input_ptr  = <span class="keyword">static_cast&lt;</span><span class="keyword">const </span><a class="code" href="namespacearm__compute.xhtml#ac20902ac1ef01783c8a8d71a9bdf1100">IImage</a> *__restrict<span class="keyword">&gt;</span>(input);</div><div class="line"><a name="l00796"></a><span class="lineno">  796</span>&#160;    <span class="keyword">const</span> <span class="keyword">auto</span> output_ptr = <span class="keyword">static_cast&lt;</span>IMultiImage *__restrict<span class="keyword">&gt;</span>(output);</div><div class="line"><a name="l00797"></a><span class="lineno">  797</span>&#160;</div><div class="line"><a name="l00798"></a><span class="lineno">  798</span>&#160;    <span class="comment">// UV&#39;s width and height are subsampled</span></div><div class="line"><a name="l00799"></a><span class="lineno">  799</span>&#160;    Window win_uv(win);</div><div class="line"><a name="l00800"></a><span class="lineno">  800</span>&#160;    win_uv.set(Window::DimX, Window::Dimension(win_uv.x().start() / 2, win_uv.x().end() / 2, win_uv.x().step() / 2));</div><div class="line"><a name="l00801"></a><span class="lineno">  801</span>&#160;    win_uv.set(Window::DimY, Window::Dimension(win_uv.y().start() / 2, win_uv.y().end() / 2, 1));</div><div class="line"><a name="l00802"></a><span class="lineno">  802</span>&#160;    win_uv.validate();</div><div class="line"><a name="l00803"></a><span class="lineno">  803</span>&#160;</div><div class="line"><a name="l00804"></a><span class="lineno">  804</span>&#160;    Iterator in(input_ptr, win);</div><div class="line"><a name="l00805"></a><span class="lineno">  805</span>&#160;    Iterator out_y(output_ptr-&gt;plane(0), win);</div><div class="line"><a name="l00806"></a><span class="lineno">  806</span>&#160;    Iterator out_uv(output_ptr-&gt;plane(1), win_uv);</div><div class="line"><a name="l00807"></a><span class="lineno">  807</span>&#160;</div><div class="line"><a name="l00808"></a><span class="lineno">  808</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a6c0dcc38187027dcb89cd9724bc5a823">execute_window_loop</a>(win, [&amp;](<span class="keyword">const</span> Coordinates &amp; <span class="keywordtype">id</span>)</div><div class="line"><a name="l00809"></a><span class="lineno">  809</span>&#160;    {</div><div class="line"><a name="l00810"></a><span class="lineno">  810</span>&#160;        <span class="keyword">const</span> <span class="keyword">auto</span> ta_rgb_top    = load_rgb(in.ptr(), <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">alpha</a>);</div><div class="line"><a name="l00811"></a><span class="lineno">  811</span>&#160;        <span class="keyword">const</span> <span class="keyword">auto</span> ta_rgb_bottom = load_rgb(in.ptr() + input_ptr-&gt;info()-&gt;strides_in_bytes().y(), <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">alpha</a>);</div><div class="line"><a name="l00812"></a><span class="lineno">  812</span>&#160;        <span class="comment">//ta_rgb.val[0] = R0 R1 R2 R3 ...</span></div><div class="line"><a name="l00813"></a><span class="lineno">  813</span>&#160;        <span class="comment">//ta_rgb.val[1] = G0 G1 G2 G3 ...</span></div><div class="line"><a name="l00814"></a><span class="lineno">  814</span>&#160;        <span class="comment">//ta_rgb.val[2] = B0 B1 B2 B3 ...</span></div><div class="line"><a name="l00815"></a><span class="lineno">  815</span>&#160;</div><div class="line"><a name="l00816"></a><span class="lineno">  816</span>&#160;        store_rgb_to_nv12(ta_rgb_top.val[0], ta_rgb_top.val[1], ta_rgb_top.val[2],</div><div class="line"><a name="l00817"></a><span class="lineno">  817</span>&#160;                          ta_rgb_bottom.val[0], ta_rgb_bottom.val[1], ta_rgb_bottom.val[2],</div><div class="line"><a name="l00818"></a><span class="lineno">  818</span>&#160;                          out_y.ptr(), out_y.ptr() + output_ptr-&gt;plane(0)-&gt;info()-&gt;strides_in_bytes().y(),</div><div class="line"><a name="l00819"></a><span class="lineno">  819</span>&#160;                          out_uv.ptr());</div><div class="line"><a name="l00820"></a><span class="lineno">  820</span>&#160;    },</div><div class="line"><a name="l00821"></a><span class="lineno">  821</span>&#160;    in, out_y, out_uv);</div><div class="line"><a name="l00822"></a><span class="lineno">  822</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a54a6080c9f4df1f908e57a9bbb46f5da"><div class="ttname"><a href="core_2_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR_ON(cond)</div><div class="ttdoc">If the condition is true then an error message is printed and an exception thrown. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00306">Error.h:306</a></div></div>
-<div class="ttc" id="namespacearm__compute_xhtml_a6c0dcc38187027dcb89cd9724bc5a823"><div class="ttname"><a href="namespacearm__compute.xhtml#a6c0dcc38187027dcb89cd9724bc5a823">arm_compute::execute_window_loop</a></div><div class="ttdeci">void execute_window_loop(const Window &amp;w, L &amp;&amp;lambda_function, Ts &amp;&amp;...iterators)</div><div class="ttdoc">Iterate through the passed window, automatically adjusting the iterators and calling the lambda_funct...</div><div class="ttdef"><b>Definition:</b> <a href="_helpers_8inl_source.xhtml#l00127">Helpers.inl:127</a></div></div>
+<div class="ttc" id="namespacearm__compute_xhtml_a6c0dcc38187027dcb89cd9724bc5a823"><div class="ttname"><a href="namespacearm__compute.xhtml#a6c0dcc38187027dcb89cd9724bc5a823">arm_compute::execute_window_loop</a></div><div class="ttdeci">void execute_window_loop(const Window &amp;w, L &amp;&amp;lambda_function, Ts &amp;&amp;...iterators)</div><div class="ttdoc">Iterate through the passed window, automatically adjusting the iterators and calling the lambda_funct...</div><div class="ttdef"><b>Definition:</b> <a href="_helpers_8inl_source.xhtml#l00122">Helpers.inl:122</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_ac20902ac1ef01783c8a8d71a9bdf1100"><div class="ttname"><a href="namespacearm__compute.xhtml#ac20902ac1ef01783c8a8d71a9bdf1100">arm_compute::IImage</a></div><div class="ttdeci">ITensor IImage</div><div class="ttdef"><b>Definition:</b> <a href="_c_p_p_corner_candidates_kernel_8h_source.xhtml#l00036">CPPCornerCandidatesKernel.h:36</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a62197192f0fbf4e0675eb37be1c4c175"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">arm_compute::test::validation::alpha</a></div><div class="ttdeci">alpha</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00109">GEMM.cpp:109</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a62197192f0fbf4e0675eb37be1c4c175"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">arm_compute::test::validation::alpha</a></div><div class="ttdeci">alpha</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00112">GEMM.cpp:112</a></div></div>
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 </div>
 </div>
@@ -7875,9 +8053,9 @@
 
 <p>Definition at line <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml#l00303">303</a> of file <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml">NEColorConvertHelper.inl</a>.</p>
 
-<p>References <a class="el" href="core_2_error_8h_source.xhtml#l00306">ARM_COMPUTE_ERROR_ON</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00127">execute_window_loop()</a>, and <a class="el" href="_helpers_8inl_source.xhtml#l00183">Iterator::ptr()</a>.</p>
+<p>References <a class="el" href="core_2_error_8h_source.xhtml#l00306">ARM_COMPUTE_ERROR_ON</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00122">execute_window_loop()</a>, and <a class="el" href="_helpers_8inl_source.xhtml#l00178">Iterator::ptr()</a>.</p>
 <div class="fragment"><div class="line"><a name="l00304"></a><span class="lineno">  304</span>&#160;{</div><div class="line"><a name="l00305"></a><span class="lineno">  305</span>&#160;    <a class="code" href="core_2_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a>(<span class="keyword">nullptr</span> == input);</div><div class="line"><a name="l00306"></a><span class="lineno">  306</span>&#160;    <a class="code" href="core_2_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a>(<span class="keyword">nullptr</span> == output);</div><div class="line"><a name="l00307"></a><span class="lineno">  307</span>&#160;</div><div class="line"><a name="l00308"></a><span class="lineno">  308</span>&#160;    <span class="keyword">const</span> <span class="keyword">auto</span> input_ptr  = <span class="keyword">static_cast&lt;</span><span class="keyword">const </span><a class="code" href="namespacearm__compute.xhtml#ac20902ac1ef01783c8a8d71a9bdf1100">IImage</a> *__restrict<span class="keyword">&gt;</span>(input);</div><div class="line"><a name="l00309"></a><span class="lineno">  309</span>&#160;    <span class="keyword">const</span> <span class="keyword">auto</span> output_ptr = <span class="keyword">static_cast&lt;</span><a class="code" href="namespacearm__compute.xhtml#ac20902ac1ef01783c8a8d71a9bdf1100">IImage</a> *__restrict<span class="keyword">&gt;</span>(output);</div><div class="line"><a name="l00310"></a><span class="lineno">  310</span>&#160;</div><div class="line"><a name="l00311"></a><span class="lineno">  311</span>&#160;    Iterator in(input_ptr, win);</div><div class="line"><a name="l00312"></a><span class="lineno">  312</span>&#160;    Iterator out(output_ptr, win);</div><div class="line"><a name="l00313"></a><span class="lineno">  313</span>&#160;</div><div class="line"><a name="l00314"></a><span class="lineno">  314</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a6c0dcc38187027dcb89cd9724bc5a823">execute_window_loop</a>(win, [&amp;](<span class="keyword">const</span> Coordinates &amp; <span class="keywordtype">id</span>)</div><div class="line"><a name="l00315"></a><span class="lineno">  315</span>&#160;    {</div><div class="line"><a name="l00316"></a><span class="lineno">  316</span>&#160;        <span class="keyword">const</span> <span class="keyword">auto</span>   ta1 = vld3q_u8(in.ptr());</div><div class="line"><a name="l00317"></a><span class="lineno">  317</span>&#160;        uint8x16x4_t ta2;</div><div class="line"><a name="l00318"></a><span class="lineno">  318</span>&#160;        ta2.val[0] = ta1.val[0];</div><div class="line"><a name="l00319"></a><span class="lineno">  319</span>&#160;        ta2.val[1] = ta1.val[1];</div><div class="line"><a name="l00320"></a><span class="lineno">  320</span>&#160;        ta2.val[2] = ta1.val[2];</div><div class="line"><a name="l00321"></a><span class="lineno">  321</span>&#160;        ta2.val[3] = vdupq_n_u8(255);</div><div class="line"><a name="l00322"></a><span class="lineno">  322</span>&#160;        vst4q_u8(out.ptr(), ta2);</div><div class="line"><a name="l00323"></a><span class="lineno">  323</span>&#160;    },</div><div class="line"><a name="l00324"></a><span class="lineno">  324</span>&#160;    in, out);</div><div class="line"><a name="l00325"></a><span class="lineno">  325</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a54a6080c9f4df1f908e57a9bbb46f5da"><div class="ttname"><a href="core_2_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR_ON(cond)</div><div class="ttdoc">If the condition is true then an error message is printed and an exception thrown. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00306">Error.h:306</a></div></div>
-<div class="ttc" id="namespacearm__compute_xhtml_a6c0dcc38187027dcb89cd9724bc5a823"><div class="ttname"><a href="namespacearm__compute.xhtml#a6c0dcc38187027dcb89cd9724bc5a823">arm_compute::execute_window_loop</a></div><div class="ttdeci">void execute_window_loop(const Window &amp;w, L &amp;&amp;lambda_function, Ts &amp;&amp;...iterators)</div><div class="ttdoc">Iterate through the passed window, automatically adjusting the iterators and calling the lambda_funct...</div><div class="ttdef"><b>Definition:</b> <a href="_helpers_8inl_source.xhtml#l00127">Helpers.inl:127</a></div></div>
+<div class="ttc" id="namespacearm__compute_xhtml_a6c0dcc38187027dcb89cd9724bc5a823"><div class="ttname"><a href="namespacearm__compute.xhtml#a6c0dcc38187027dcb89cd9724bc5a823">arm_compute::execute_window_loop</a></div><div class="ttdeci">void execute_window_loop(const Window &amp;w, L &amp;&amp;lambda_function, Ts &amp;&amp;...iterators)</div><div class="ttdoc">Iterate through the passed window, automatically adjusting the iterators and calling the lambda_funct...</div><div class="ttdef"><b>Definition:</b> <a href="_helpers_8inl_source.xhtml#l00122">Helpers.inl:122</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_ac20902ac1ef01783c8a8d71a9bdf1100"><div class="ttname"><a href="namespacearm__compute.xhtml#ac20902ac1ef01783c8a8d71a9bdf1100">arm_compute::IImage</a></div><div class="ttdeci">ITensor IImage</div><div class="ttdef"><b>Definition:</b> <a href="_c_p_p_corner_candidates_kernel_8h_source.xhtml#l00036">CPPCornerCandidatesKernel.h:36</a></div></div>
 </div><!-- fragment -->
 </div>
@@ -7914,11 +8092,11 @@
 
 <p>Definition at line <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml#l00862">862</a> of file <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml">NEColorConvertHelper.inl</a>.</p>
 
-<p>References <a class="el" href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00109">arm_compute::test::validation::alpha</a>, <a class="el" href="core_2_error_8h_source.xhtml#l00306">ARM_COMPUTE_ERROR_ON</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00127">execute_window_loop()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00183">Iterator::ptr()</a>, and <a class="el" href="_window_8inl_source.xhtml#l00112">Window::validate()</a>.</p>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00112">arm_compute::test::validation::alpha</a>, <a class="el" href="core_2_error_8h_source.xhtml#l00306">ARM_COMPUTE_ERROR_ON</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00122">execute_window_loop()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00178">Iterator::ptr()</a>, and <a class="el" href="_window_8inl_source.xhtml#l00128">Window::validate()</a>.</p>
 <div class="fragment"><div class="line"><a name="l00863"></a><span class="lineno">  863</span>&#160;{</div><div class="line"><a name="l00864"></a><span class="lineno">  864</span>&#160;    <a class="code" href="core_2_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a>(<span class="keyword">nullptr</span> == input);</div><div class="line"><a name="l00865"></a><span class="lineno">  865</span>&#160;    <a class="code" href="core_2_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a>(<span class="keyword">nullptr</span> == output);</div><div class="line"><a name="l00866"></a><span class="lineno">  866</span>&#160;    win.validate();</div><div class="line"><a name="l00867"></a><span class="lineno">  867</span>&#160;</div><div class="line"><a name="l00868"></a><span class="lineno">  868</span>&#160;    <span class="keyword">const</span> <span class="keyword">auto</span> input_ptr  = <span class="keyword">static_cast&lt;</span><span class="keyword">const </span><a class="code" href="namespacearm__compute.xhtml#ac20902ac1ef01783c8a8d71a9bdf1100">IImage</a> *__restrict<span class="keyword">&gt;</span>(input);</div><div class="line"><a name="l00869"></a><span class="lineno">  869</span>&#160;    <span class="keyword">const</span> <span class="keyword">auto</span> output_ptr = <span class="keyword">static_cast&lt;</span>IMultiImage *__restrict<span class="keyword">&gt;</span>(output);</div><div class="line"><a name="l00870"></a><span class="lineno">  870</span>&#160;</div><div class="line"><a name="l00871"></a><span class="lineno">  871</span>&#160;    Iterator in(input_ptr, win);</div><div class="line"><a name="l00872"></a><span class="lineno">  872</span>&#160;    Iterator out_y(output_ptr-&gt;plane(0), win);</div><div class="line"><a name="l00873"></a><span class="lineno">  873</span>&#160;    Iterator out_u(output_ptr-&gt;plane(1), win);</div><div class="line"><a name="l00874"></a><span class="lineno">  874</span>&#160;    Iterator out_v(output_ptr-&gt;plane(2), win);</div><div class="line"><a name="l00875"></a><span class="lineno">  875</span>&#160;</div><div class="line"><a name="l00876"></a><span class="lineno">  876</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a6c0dcc38187027dcb89cd9724bc5a823">execute_window_loop</a>(win, [&amp;](<span class="keyword">const</span> Coordinates &amp; <span class="keywordtype">id</span>)</div><div class="line"><a name="l00877"></a><span class="lineno">  877</span>&#160;    {</div><div class="line"><a name="l00878"></a><span class="lineno">  878</span>&#160;        <span class="keyword">const</span> <span class="keyword">auto</span> ta_rgb = load_rgb(in.ptr(), <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">alpha</a>);</div><div class="line"><a name="l00879"></a><span class="lineno">  879</span>&#160;        <span class="comment">//ta_rgb.val[0] = R0 R1 R2 R3 ...</span></div><div class="line"><a name="l00880"></a><span class="lineno">  880</span>&#160;        <span class="comment">//ta_rgb.val[1] = G0 G1 G2 G3 ...</span></div><div class="line"><a name="l00881"></a><span class="lineno">  881</span>&#160;        <span class="comment">//ta_rgb.val[2] = B0 B1 B2 B3 ...</span></div><div class="line"><a name="l00882"></a><span class="lineno">  882</span>&#160;</div><div class="line"><a name="l00883"></a><span class="lineno">  883</span>&#160;        store_rgb_to_yuv4(ta_rgb.val[0], ta_rgb.val[1], ta_rgb.val[2],</div><div class="line"><a name="l00884"></a><span class="lineno">  884</span>&#160;                          out_y.ptr(), out_u.ptr(), out_v.ptr());</div><div class="line"><a name="l00885"></a><span class="lineno">  885</span>&#160;    },</div><div class="line"><a name="l00886"></a><span class="lineno">  886</span>&#160;    in, out_y, out_u, out_v);</div><div class="line"><a name="l00887"></a><span class="lineno">  887</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a54a6080c9f4df1f908e57a9bbb46f5da"><div class="ttname"><a href="core_2_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR_ON(cond)</div><div class="ttdoc">If the condition is true then an error message is printed and an exception thrown. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00306">Error.h:306</a></div></div>
-<div class="ttc" id="namespacearm__compute_xhtml_a6c0dcc38187027dcb89cd9724bc5a823"><div class="ttname"><a href="namespacearm__compute.xhtml#a6c0dcc38187027dcb89cd9724bc5a823">arm_compute::execute_window_loop</a></div><div class="ttdeci">void execute_window_loop(const Window &amp;w, L &amp;&amp;lambda_function, Ts &amp;&amp;...iterators)</div><div class="ttdoc">Iterate through the passed window, automatically adjusting the iterators and calling the lambda_funct...</div><div class="ttdef"><b>Definition:</b> <a href="_helpers_8inl_source.xhtml#l00127">Helpers.inl:127</a></div></div>
+<div class="ttc" id="namespacearm__compute_xhtml_a6c0dcc38187027dcb89cd9724bc5a823"><div class="ttname"><a href="namespacearm__compute.xhtml#a6c0dcc38187027dcb89cd9724bc5a823">arm_compute::execute_window_loop</a></div><div class="ttdeci">void execute_window_loop(const Window &amp;w, L &amp;&amp;lambda_function, Ts &amp;&amp;...iterators)</div><div class="ttdoc">Iterate through the passed window, automatically adjusting the iterators and calling the lambda_funct...</div><div class="ttdef"><b>Definition:</b> <a href="_helpers_8inl_source.xhtml#l00122">Helpers.inl:122</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_ac20902ac1ef01783c8a8d71a9bdf1100"><div class="ttname"><a href="namespacearm__compute.xhtml#ac20902ac1ef01783c8a8d71a9bdf1100">arm_compute::IImage</a></div><div class="ttdeci">ITensor IImage</div><div class="ttdef"><b>Definition:</b> <a href="_c_p_p_corner_candidates_kernel_8h_source.xhtml#l00036">CPPCornerCandidatesKernel.h:36</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a62197192f0fbf4e0675eb37be1c4c175"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">arm_compute::test::validation::alpha</a></div><div class="ttdeci">alpha</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00109">GEMM.cpp:109</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a62197192f0fbf4e0675eb37be1c4c175"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">arm_compute::test::validation::alpha</a></div><div class="ttdeci">alpha</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00112">GEMM.cpp:112</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -7954,9 +8132,9 @@
 
 <p>Definition at line <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml#l00327">327</a> of file <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml">NEColorConvertHelper.inl</a>.</p>
 
-<p>References <a class="el" href="core_2_error_8h_source.xhtml#l00306">ARM_COMPUTE_ERROR_ON</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00127">execute_window_loop()</a>, and <a class="el" href="_helpers_8inl_source.xhtml#l00183">Iterator::ptr()</a>.</p>
+<p>References <a class="el" href="core_2_error_8h_source.xhtml#l00306">ARM_COMPUTE_ERROR_ON</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00122">execute_window_loop()</a>, and <a class="el" href="_helpers_8inl_source.xhtml#l00178">Iterator::ptr()</a>.</p>
 <div class="fragment"><div class="line"><a name="l00328"></a><span class="lineno">  328</span>&#160;{</div><div class="line"><a name="l00329"></a><span class="lineno">  329</span>&#160;    <a class="code" href="core_2_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a>(<span class="keyword">nullptr</span> == input);</div><div class="line"><a name="l00330"></a><span class="lineno">  330</span>&#160;    <a class="code" href="core_2_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a>(<span class="keyword">nullptr</span> == output);</div><div class="line"><a name="l00331"></a><span class="lineno">  331</span>&#160;</div><div class="line"><a name="l00332"></a><span class="lineno">  332</span>&#160;    <span class="keyword">const</span> <span class="keyword">auto</span> input_ptr  = <span class="keyword">static_cast&lt;</span><span class="keyword">const </span><a class="code" href="namespacearm__compute.xhtml#ac20902ac1ef01783c8a8d71a9bdf1100">IImage</a> *__restrict<span class="keyword">&gt;</span>(input);</div><div class="line"><a name="l00333"></a><span class="lineno">  333</span>&#160;    <span class="keyword">const</span> <span class="keyword">auto</span> output_ptr = <span class="keyword">static_cast&lt;</span><a class="code" href="namespacearm__compute.xhtml#ac20902ac1ef01783c8a8d71a9bdf1100">IImage</a> *__restrict<span class="keyword">&gt;</span>(output);</div><div class="line"><a name="l00334"></a><span class="lineno">  334</span>&#160;</div><div class="line"><a name="l00335"></a><span class="lineno">  335</span>&#160;    Iterator in(input_ptr, win);</div><div class="line"><a name="l00336"></a><span class="lineno">  336</span>&#160;    Iterator out(output_ptr, win);</div><div class="line"><a name="l00337"></a><span class="lineno">  337</span>&#160;</div><div class="line"><a name="l00338"></a><span class="lineno">  338</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a6c0dcc38187027dcb89cd9724bc5a823">execute_window_loop</a>(win, [&amp;](<span class="keyword">const</span> Coordinates &amp; <span class="keywordtype">id</span>)</div><div class="line"><a name="l00339"></a><span class="lineno">  339</span>&#160;    {</div><div class="line"><a name="l00340"></a><span class="lineno">  340</span>&#160;        <span class="keyword">const</span> <span class="keyword">auto</span>   ta1 = vld4q_u8(in.ptr());</div><div class="line"><a name="l00341"></a><span class="lineno">  341</span>&#160;        uint8x16x3_t ta2;</div><div class="line"><a name="l00342"></a><span class="lineno">  342</span>&#160;        ta2.val[0] = ta1.val[0];</div><div class="line"><a name="l00343"></a><span class="lineno">  343</span>&#160;        ta2.val[1] = ta1.val[1];</div><div class="line"><a name="l00344"></a><span class="lineno">  344</span>&#160;        ta2.val[2] = ta1.val[2];</div><div class="line"><a name="l00345"></a><span class="lineno">  345</span>&#160;        vst3q_u8(out.ptr(), ta2);</div><div class="line"><a name="l00346"></a><span class="lineno">  346</span>&#160;    },</div><div class="line"><a name="l00347"></a><span class="lineno">  347</span>&#160;    in, out);</div><div class="line"><a name="l00348"></a><span class="lineno">  348</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a54a6080c9f4df1f908e57a9bbb46f5da"><div class="ttname"><a href="core_2_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR_ON(cond)</div><div class="ttdoc">If the condition is true then an error message is printed and an exception thrown. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00306">Error.h:306</a></div></div>
-<div class="ttc" id="namespacearm__compute_xhtml_a6c0dcc38187027dcb89cd9724bc5a823"><div class="ttname"><a href="namespacearm__compute.xhtml#a6c0dcc38187027dcb89cd9724bc5a823">arm_compute::execute_window_loop</a></div><div class="ttdeci">void execute_window_loop(const Window &amp;w, L &amp;&amp;lambda_function, Ts &amp;&amp;...iterators)</div><div class="ttdoc">Iterate through the passed window, automatically adjusting the iterators and calling the lambda_funct...</div><div class="ttdef"><b>Definition:</b> <a href="_helpers_8inl_source.xhtml#l00127">Helpers.inl:127</a></div></div>
+<div class="ttc" id="namespacearm__compute_xhtml_a6c0dcc38187027dcb89cd9724bc5a823"><div class="ttname"><a href="namespacearm__compute.xhtml#a6c0dcc38187027dcb89cd9724bc5a823">arm_compute::execute_window_loop</a></div><div class="ttdeci">void execute_window_loop(const Window &amp;w, L &amp;&amp;lambda_function, Ts &amp;&amp;...iterators)</div><div class="ttdoc">Iterate through the passed window, automatically adjusting the iterators and calling the lambda_funct...</div><div class="ttdef"><b>Definition:</b> <a href="_helpers_8inl_source.xhtml#l00122">Helpers.inl:122</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_ac20902ac1ef01783c8a8d71a9bdf1100"><div class="ttname"><a href="namespacearm__compute.xhtml#ac20902ac1ef01783c8a8d71a9bdf1100">arm_compute::IImage</a></div><div class="ttdeci">ITensor IImage</div><div class="ttdef"><b>Definition:</b> <a href="_c_p_p_corner_candidates_kernel_8h_source.xhtml#l00036">CPPCornerCandidatesKernel.h:36</a></div></div>
 </div><!-- fragment -->
 </div>
@@ -7993,9 +8171,9 @@
 
 <p>Definition at line <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml#l00633">633</a> of file <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml">NEColorConvertHelper.inl</a>.</p>
 
-<p>References <a class="el" href="core_2_error_8h_source.xhtml#l00306">ARM_COMPUTE_ERROR_ON</a>, <a class="el" href="_window_8h_source.xhtml#l00043">Window::DimX</a>, <a class="el" href="_window_8h_source.xhtml#l00045">Window::DimY</a>, <a class="el" href="_window_8h_source.xhtml#l00090">Window::Dimension::end()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00127">execute_window_loop()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00183">Iterator::ptr()</a>, <a class="el" href="_window_8inl_source.xhtml#l00040">Window::set()</a>, <a class="el" href="_window_8h_source.xhtml#l00085">Window::Dimension::start()</a>, <a class="el" href="_window_8h_source.xhtml#l00095">Window::Dimension::step()</a>, <a class="el" href="_window_8inl_source.xhtml#l00112">Window::validate()</a>, <a class="el" href="_window_8h_source.xhtml#l00128">Window::x()</a>, and <a class="el" href="_window_8h_source.xhtml#l00137">Window::y()</a>.</p>
+<p>References <a class="el" href="core_2_error_8h_source.xhtml#l00306">ARM_COMPUTE_ERROR_ON</a>, <a class="el" href="_window_8h_source.xhtml#l00043">Window::DimX</a>, <a class="el" href="_window_8h_source.xhtml#l00045">Window::DimY</a>, <a class="el" href="_window_8h_source.xhtml#l00090">Window::Dimension::end()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00122">execute_window_loop()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00178">Iterator::ptr()</a>, <a class="el" href="_window_8inl_source.xhtml#l00040">Window::set()</a>, <a class="el" href="_window_8h_source.xhtml#l00085">Window::Dimension::start()</a>, <a class="el" href="_window_8h_source.xhtml#l00095">Window::Dimension::step()</a>, <a class="el" href="_window_8inl_source.xhtml#l00128">Window::validate()</a>, <a class="el" href="_window_8h_source.xhtml#l00128">Window::x()</a>, and <a class="el" href="_window_8h_source.xhtml#l00137">Window::y()</a>.</p>
 <div class="fragment"><div class="line"><a name="l00634"></a><span class="lineno">  634</span>&#160;{</div><div class="line"><a name="l00635"></a><span class="lineno">  635</span>&#160;    <a class="code" href="core_2_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a>(<span class="keyword">nullptr</span> == input);</div><div class="line"><a name="l00636"></a><span class="lineno">  636</span>&#160;    <a class="code" href="core_2_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a>(<span class="keyword">nullptr</span> == output);</div><div class="line"><a name="l00637"></a><span class="lineno">  637</span>&#160;    win.validate();</div><div class="line"><a name="l00638"></a><span class="lineno">  638</span>&#160;</div><div class="line"><a name="l00639"></a><span class="lineno">  639</span>&#160;    <span class="keyword">const</span> <span class="keyword">auto</span> input_ptr  = <span class="keyword">static_cast&lt;</span><span class="keyword">const </span><a class="code" href="namespacearm__compute.xhtml#ac20902ac1ef01783c8a8d71a9bdf1100">IImage</a> *__restrict<span class="keyword">&gt;</span>(input);</div><div class="line"><a name="l00640"></a><span class="lineno">  640</span>&#160;    <span class="keyword">const</span> <span class="keyword">auto</span> output_ptr = <span class="keyword">static_cast&lt;</span>IMultiImage *__restrict<span class="keyword">&gt;</span>(output);</div><div class="line"><a name="l00641"></a><span class="lineno">  641</span>&#160;</div><div class="line"><a name="l00642"></a><span class="lineno">  642</span>&#160;    constexpr <span class="keyword">auto</span> shift = yuyv ? 0 : 1;</div><div class="line"><a name="l00643"></a><span class="lineno">  643</span>&#160;</div><div class="line"><a name="l00644"></a><span class="lineno">  644</span>&#160;    <span class="comment">// Destination&#39;s UV&#39;s width and height are subsampled</span></div><div class="line"><a name="l00645"></a><span class="lineno">  645</span>&#160;    Window win_uv(win);</div><div class="line"><a name="l00646"></a><span class="lineno">  646</span>&#160;    win_uv.set(Window::DimX, Window::Dimension(win_uv.x().start() / 2, win_uv.x().end() / 2, win_uv.x().step() / 2));</div><div class="line"><a name="l00647"></a><span class="lineno">  647</span>&#160;    win_uv.set(Window::DimY, Window::Dimension(win_uv.y().start() / 2, win_uv.y().end() / 2, 1));</div><div class="line"><a name="l00648"></a><span class="lineno">  648</span>&#160;    win_uv.validate();</div><div class="line"><a name="l00649"></a><span class="lineno">  649</span>&#160;</div><div class="line"><a name="l00650"></a><span class="lineno">  650</span>&#160;    Iterator in(input_ptr, win);</div><div class="line"><a name="l00651"></a><span class="lineno">  651</span>&#160;    Iterator out_y(output_ptr-&gt;plane(0), win);</div><div class="line"><a name="l00652"></a><span class="lineno">  652</span>&#160;    Iterator out_u(output_ptr-&gt;plane(1), win_uv);</div><div class="line"><a name="l00653"></a><span class="lineno">  653</span>&#160;    Iterator out_v(output_ptr-&gt;plane(2), win_uv);</div><div class="line"><a name="l00654"></a><span class="lineno">  654</span>&#160;</div><div class="line"><a name="l00655"></a><span class="lineno">  655</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a6c0dcc38187027dcb89cd9724bc5a823">execute_window_loop</a>(win, [&amp;](<span class="keyword">const</span> Coordinates &amp; <span class="keywordtype">id</span>)</div><div class="line"><a name="l00656"></a><span class="lineno">  656</span>&#160;    {</div><div class="line"><a name="l00657"></a><span class="lineno">  657</span>&#160;        <span class="keyword">const</span> <span class="keyword">auto</span> ta_top    = vld4q_u8(in.ptr());</div><div class="line"><a name="l00658"></a><span class="lineno">  658</span>&#160;        <span class="keyword">const</span> <span class="keyword">auto</span> ta_bottom = vld4q_u8(in.ptr() + input_ptr-&gt;info()-&gt;strides_in_bytes().y());</div><div class="line"><a name="l00659"></a><span class="lineno">  659</span>&#160;        <span class="comment">//ta.val[0] = Y0 Y2 Y4 Y6 ...</span></div><div class="line"><a name="l00660"></a><span class="lineno">  660</span>&#160;        <span class="comment">//ta.val[1] = U0 U2 U4 U6 ...</span></div><div class="line"><a name="l00661"></a><span class="lineno">  661</span>&#160;        <span class="comment">//ta.val[2] = Y1 Y3 Y5 Y7 ...</span></div><div class="line"><a name="l00662"></a><span class="lineno">  662</span>&#160;        <span class="comment">//ta.val[3] = V0 V2 V4 V7 ...</span></div><div class="line"><a name="l00663"></a><span class="lineno">  663</span>&#160;</div><div class="line"><a name="l00664"></a><span class="lineno">  664</span>&#160;        uint8x16x2_t yvec;</div><div class="line"><a name="l00665"></a><span class="lineno">  665</span>&#160;        yvec.val[0] = ta_top.val[0 + shift];</div><div class="line"><a name="l00666"></a><span class="lineno">  666</span>&#160;        yvec.val[1] = ta_top.val[2 + shift];</div><div class="line"><a name="l00667"></a><span class="lineno">  667</span>&#160;        vst2q_u8(out_y.ptr(), yvec);</div><div class="line"><a name="l00668"></a><span class="lineno">  668</span>&#160;</div><div class="line"><a name="l00669"></a><span class="lineno">  669</span>&#160;        uint8x16x2_t yyvec;</div><div class="line"><a name="l00670"></a><span class="lineno">  670</span>&#160;        yyvec.val[0] = ta_bottom.val[0 + shift];</div><div class="line"><a name="l00671"></a><span class="lineno">  671</span>&#160;        yyvec.val[1] = ta_bottom.val[2 + shift];</div><div class="line"><a name="l00672"></a><span class="lineno">  672</span>&#160;        vst2q_u8(out_y.ptr() + output_ptr-&gt;plane(0)-&gt;info()-&gt;strides_in_bytes().y(), yyvec);</div><div class="line"><a name="l00673"></a><span class="lineno">  673</span>&#160;</div><div class="line"><a name="l00674"></a><span class="lineno">  674</span>&#160;        uint8x16_t uvec;</div><div class="line"><a name="l00675"></a><span class="lineno">  675</span>&#160;        uvec = vhaddq_u8(ta_top.val[1 - shift], ta_bottom.val[1 - shift]);</div><div class="line"><a name="l00676"></a><span class="lineno">  676</span>&#160;        vst1q_u8(out_u.ptr(), uvec);</div><div class="line"><a name="l00677"></a><span class="lineno">  677</span>&#160;</div><div class="line"><a name="l00678"></a><span class="lineno">  678</span>&#160;        uint8x16_t vvec;</div><div class="line"><a name="l00679"></a><span class="lineno">  679</span>&#160;        vvec = vhaddq_u8(ta_top.val[3 - shift], ta_bottom.val[3 - shift]);</div><div class="line"><a name="l00680"></a><span class="lineno">  680</span>&#160;        vst1q_u8(out_v.ptr(), vvec);</div><div class="line"><a name="l00681"></a><span class="lineno">  681</span>&#160;    },</div><div class="line"><a name="l00682"></a><span class="lineno">  682</span>&#160;    in, out_y, out_u, out_v);</div><div class="line"><a name="l00683"></a><span class="lineno">  683</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a54a6080c9f4df1f908e57a9bbb46f5da"><div class="ttname"><a href="core_2_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR_ON(cond)</div><div class="ttdoc">If the condition is true then an error message is printed and an exception thrown. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00306">Error.h:306</a></div></div>
-<div class="ttc" id="namespacearm__compute_xhtml_a6c0dcc38187027dcb89cd9724bc5a823"><div class="ttname"><a href="namespacearm__compute.xhtml#a6c0dcc38187027dcb89cd9724bc5a823">arm_compute::execute_window_loop</a></div><div class="ttdeci">void execute_window_loop(const Window &amp;w, L &amp;&amp;lambda_function, Ts &amp;&amp;...iterators)</div><div class="ttdoc">Iterate through the passed window, automatically adjusting the iterators and calling the lambda_funct...</div><div class="ttdef"><b>Definition:</b> <a href="_helpers_8inl_source.xhtml#l00127">Helpers.inl:127</a></div></div>
+<div class="ttc" id="namespacearm__compute_xhtml_a6c0dcc38187027dcb89cd9724bc5a823"><div class="ttname"><a href="namespacearm__compute.xhtml#a6c0dcc38187027dcb89cd9724bc5a823">arm_compute::execute_window_loop</a></div><div class="ttdeci">void execute_window_loop(const Window &amp;w, L &amp;&amp;lambda_function, Ts &amp;&amp;...iterators)</div><div class="ttdoc">Iterate through the passed window, automatically adjusting the iterators and calling the lambda_funct...</div><div class="ttdef"><b>Definition:</b> <a href="_helpers_8inl_source.xhtml#l00122">Helpers.inl:122</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_ac20902ac1ef01783c8a8d71a9bdf1100"><div class="ttname"><a href="namespacearm__compute.xhtml#ac20902ac1ef01783c8a8d71a9bdf1100">arm_compute::IImage</a></div><div class="ttdeci">ITensor IImage</div><div class="ttdef"><b>Definition:</b> <a href="_c_p_p_corner_candidates_kernel_8h_source.xhtml#l00036">CPPCornerCandidatesKernel.h:36</a></div></div>
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@@ -8032,9 +8210,9 @@
 
 <p>Definition at line <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml#l00502">502</a> of file <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml">NEColorConvertHelper.inl</a>.</p>
 
-<p>References <a class="el" href="core_2_error_8h_source.xhtml#l00306">ARM_COMPUTE_ERROR_ON</a>, <a class="el" href="_window_8h_source.xhtml#l00043">Window::DimX</a>, <a class="el" href="_window_8h_source.xhtml#l00045">Window::DimY</a>, <a class="el" href="_window_8h_source.xhtml#l00090">Window::Dimension::end()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00127">execute_window_loop()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00183">Iterator::ptr()</a>, <a class="el" href="_window_8inl_source.xhtml#l00040">Window::set()</a>, <a class="el" href="_window_8h_source.xhtml#l00085">Window::Dimension::start()</a>, <a class="el" href="_window_8h_source.xhtml#l00095">Window::Dimension::step()</a>, <a class="el" href="_window_8inl_source.xhtml#l00112">Window::validate()</a>, <a class="el" href="_window_8h_source.xhtml#l00128">Window::x()</a>, and <a class="el" href="_window_8h_source.xhtml#l00137">Window::y()</a>.</p>
+<p>References <a class="el" href="core_2_error_8h_source.xhtml#l00306">ARM_COMPUTE_ERROR_ON</a>, <a class="el" href="_window_8h_source.xhtml#l00043">Window::DimX</a>, <a class="el" href="_window_8h_source.xhtml#l00045">Window::DimY</a>, <a class="el" href="_window_8h_source.xhtml#l00090">Window::Dimension::end()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00122">execute_window_loop()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00178">Iterator::ptr()</a>, <a class="el" href="_window_8inl_source.xhtml#l00040">Window::set()</a>, <a class="el" href="_window_8h_source.xhtml#l00085">Window::Dimension::start()</a>, <a class="el" href="_window_8h_source.xhtml#l00095">Window::Dimension::step()</a>, <a class="el" href="_window_8inl_source.xhtml#l00128">Window::validate()</a>, <a class="el" href="_window_8h_source.xhtml#l00128">Window::x()</a>, and <a class="el" href="_window_8h_source.xhtml#l00137">Window::y()</a>.</p>
 <div class="fragment"><div class="line"><a name="l00503"></a><span class="lineno">  503</span>&#160;{</div><div class="line"><a name="l00504"></a><span class="lineno">  504</span>&#160;    <a class="code" href="core_2_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a>(<span class="keyword">nullptr</span> == input);</div><div class="line"><a name="l00505"></a><span class="lineno">  505</span>&#160;    <a class="code" href="core_2_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a>(<span class="keyword">nullptr</span> == output);</div><div class="line"><a name="l00506"></a><span class="lineno">  506</span>&#160;    win.validate();</div><div class="line"><a name="l00507"></a><span class="lineno">  507</span>&#160;</div><div class="line"><a name="l00508"></a><span class="lineno">  508</span>&#160;    <span class="keyword">const</span> <span class="keyword">auto</span> input_ptr  = <span class="keyword">static_cast&lt;</span><span class="keyword">const </span><a class="code" href="namespacearm__compute.xhtml#ac20902ac1ef01783c8a8d71a9bdf1100">IImage</a> *__restrict<span class="keyword">&gt;</span>(input);</div><div class="line"><a name="l00509"></a><span class="lineno">  509</span>&#160;    <span class="keyword">const</span> <span class="keyword">auto</span> output_ptr = <span class="keyword">static_cast&lt;</span>IMultiImage *__restrict<span class="keyword">&gt;</span>(output);</div><div class="line"><a name="l00510"></a><span class="lineno">  510</span>&#160;</div><div class="line"><a name="l00511"></a><span class="lineno">  511</span>&#160;    constexpr <span class="keyword">auto</span> shift = yuyv ? 0 : 1;</div><div class="line"><a name="l00512"></a><span class="lineno">  512</span>&#160;</div><div class="line"><a name="l00513"></a><span class="lineno">  513</span>&#160;    <span class="comment">// NV12&#39;s UV&#39;s width and height are subsampled</span></div><div class="line"><a name="l00514"></a><span class="lineno">  514</span>&#160;    Window win_uv(win);</div><div class="line"><a name="l00515"></a><span class="lineno">  515</span>&#160;    win_uv.set(Window::DimX, Window::Dimension(win_uv.x().start() / 2, win_uv.x().end() / 2, win_uv.x().step() / 2));</div><div class="line"><a name="l00516"></a><span class="lineno">  516</span>&#160;    win_uv.set(Window::DimY, Window::Dimension(win_uv.y().start() / 2, win_uv.y().end() / 2, 1));</div><div class="line"><a name="l00517"></a><span class="lineno">  517</span>&#160;    win_uv.validate();</div><div class="line"><a name="l00518"></a><span class="lineno">  518</span>&#160;</div><div class="line"><a name="l00519"></a><span class="lineno">  519</span>&#160;    Iterator in(input_ptr, win);</div><div class="line"><a name="l00520"></a><span class="lineno">  520</span>&#160;    Iterator out_y(output_ptr-&gt;plane(0), win);</div><div class="line"><a name="l00521"></a><span class="lineno">  521</span>&#160;    Iterator out_uv(output_ptr-&gt;plane(1), win_uv);</div><div class="line"><a name="l00522"></a><span class="lineno">  522</span>&#160;</div><div class="line"><a name="l00523"></a><span class="lineno">  523</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a6c0dcc38187027dcb89cd9724bc5a823">execute_window_loop</a>(win, [&amp;](<span class="keyword">const</span> Coordinates &amp; <span class="keywordtype">id</span>)</div><div class="line"><a name="l00524"></a><span class="lineno">  524</span>&#160;    {</div><div class="line"><a name="l00525"></a><span class="lineno">  525</span>&#160;        <span class="keyword">const</span> <span class="keyword">auto</span> ta_top    = vld4q_u8(in.ptr());</div><div class="line"><a name="l00526"></a><span class="lineno">  526</span>&#160;        <span class="keyword">const</span> <span class="keyword">auto</span> ta_bottom = vld4q_u8(in.ptr() + input_ptr-&gt;info()-&gt;strides_in_bytes().y());</div><div class="line"><a name="l00527"></a><span class="lineno">  527</span>&#160;        <span class="comment">//ta.val[0] = Y0 Y2 Y4 Y6 ...</span></div><div class="line"><a name="l00528"></a><span class="lineno">  528</span>&#160;        <span class="comment">//ta.val[1] = U0 U2 U4 U6 ...</span></div><div class="line"><a name="l00529"></a><span class="lineno">  529</span>&#160;        <span class="comment">//ta.val[2] = Y1 Y3 Y5 Y7 ...</span></div><div class="line"><a name="l00530"></a><span class="lineno">  530</span>&#160;        <span class="comment">//ta.val[3] = V0 V2 V4 V7 ...</span></div><div class="line"><a name="l00531"></a><span class="lineno">  531</span>&#160;</div><div class="line"><a name="l00532"></a><span class="lineno">  532</span>&#160;        uint8x16x2_t yvec;</div><div class="line"><a name="l00533"></a><span class="lineno">  533</span>&#160;        yvec.val[0] = ta_top.val[0 + shift];</div><div class="line"><a name="l00534"></a><span class="lineno">  534</span>&#160;        yvec.val[1] = ta_top.val[2 + shift];</div><div class="line"><a name="l00535"></a><span class="lineno">  535</span>&#160;        vst2q_u8(out_y.ptr(), yvec);</div><div class="line"><a name="l00536"></a><span class="lineno">  536</span>&#160;</div><div class="line"><a name="l00537"></a><span class="lineno">  537</span>&#160;        uint8x16x2_t yyvec;</div><div class="line"><a name="l00538"></a><span class="lineno">  538</span>&#160;        yyvec.val[0] = ta_bottom.val[0 + shift];</div><div class="line"><a name="l00539"></a><span class="lineno">  539</span>&#160;        yyvec.val[1] = ta_bottom.val[2 + shift];</div><div class="line"><a name="l00540"></a><span class="lineno">  540</span>&#160;        vst2q_u8(out_y.ptr() + output_ptr-&gt;plane(0)-&gt;info()-&gt;strides_in_bytes().y(), yyvec);</div><div class="line"><a name="l00541"></a><span class="lineno">  541</span>&#160;</div><div class="line"><a name="l00542"></a><span class="lineno">  542</span>&#160;        uint8x16x2_t uvvec;</div><div class="line"><a name="l00543"></a><span class="lineno">  543</span>&#160;        uvvec.val[0] = vhaddq_u8(ta_top.val[1 - shift], ta_bottom.val[1 - shift]);</div><div class="line"><a name="l00544"></a><span class="lineno">  544</span>&#160;        uvvec.val[1] = vhaddq_u8(ta_top.val[3 - shift], ta_bottom.val[3 - shift]);</div><div class="line"><a name="l00545"></a><span class="lineno">  545</span>&#160;        vst2q_u8(out_uv.ptr(), uvvec);</div><div class="line"><a name="l00546"></a><span class="lineno">  546</span>&#160;    },</div><div class="line"><a name="l00547"></a><span class="lineno">  547</span>&#160;    in, out_y, out_uv);</div><div class="line"><a name="l00548"></a><span class="lineno">  548</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a54a6080c9f4df1f908e57a9bbb46f5da"><div class="ttname"><a href="core_2_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR_ON(cond)</div><div class="ttdoc">If the condition is true then an error message is printed and an exception thrown. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00306">Error.h:306</a></div></div>
-<div class="ttc" id="namespacearm__compute_xhtml_a6c0dcc38187027dcb89cd9724bc5a823"><div class="ttname"><a href="namespacearm__compute.xhtml#a6c0dcc38187027dcb89cd9724bc5a823">arm_compute::execute_window_loop</a></div><div class="ttdeci">void execute_window_loop(const Window &amp;w, L &amp;&amp;lambda_function, Ts &amp;&amp;...iterators)</div><div class="ttdoc">Iterate through the passed window, automatically adjusting the iterators and calling the lambda_funct...</div><div class="ttdef"><b>Definition:</b> <a href="_helpers_8inl_source.xhtml#l00127">Helpers.inl:127</a></div></div>
+<div class="ttc" id="namespacearm__compute_xhtml_a6c0dcc38187027dcb89cd9724bc5a823"><div class="ttname"><a href="namespacearm__compute.xhtml#a6c0dcc38187027dcb89cd9724bc5a823">arm_compute::execute_window_loop</a></div><div class="ttdeci">void execute_window_loop(const Window &amp;w, L &amp;&amp;lambda_function, Ts &amp;&amp;...iterators)</div><div class="ttdoc">Iterate through the passed window, automatically adjusting the iterators and calling the lambda_funct...</div><div class="ttdef"><b>Definition:</b> <a href="_helpers_8inl_source.xhtml#l00122">Helpers.inl:122</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_ac20902ac1ef01783c8a8d71a9bdf1100"><div class="ttname"><a href="namespacearm__compute.xhtml#ac20902ac1ef01783c8a8d71a9bdf1100">arm_compute::IImage</a></div><div class="ttdeci">ITensor IImage</div><div class="ttdef"><b>Definition:</b> <a href="_c_p_p_corner_candidates_kernel_8h_source.xhtml#l00036">CPPCornerCandidatesKernel.h:36</a></div></div>
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 </div>
@@ -8071,11 +8249,11 @@
 
 <p>Definition at line <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml#l00351">351</a> of file <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml">NEColorConvertHelper.inl</a>.</p>
 
-<p>References <a class="el" href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00109">arm_compute::test::validation::alpha</a>, <a class="el" href="core_2_error_8h_source.xhtml#l00306">ARM_COMPUTE_ERROR_ON</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00127">execute_window_loop()</a>, and <a class="el" href="_helpers_8inl_source.xhtml#l00183">Iterator::ptr()</a>.</p>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00112">arm_compute::test::validation::alpha</a>, <a class="el" href="core_2_error_8h_source.xhtml#l00306">ARM_COMPUTE_ERROR_ON</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00122">execute_window_loop()</a>, and <a class="el" href="_helpers_8inl_source.xhtml#l00178">Iterator::ptr()</a>.</p>
 <div class="fragment"><div class="line"><a name="l00352"></a><span class="lineno">  352</span>&#160;{</div><div class="line"><a name="l00353"></a><span class="lineno">  353</span>&#160;    <a class="code" href="core_2_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a>(<span class="keyword">nullptr</span> == input);</div><div class="line"><a name="l00354"></a><span class="lineno">  354</span>&#160;    <a class="code" href="core_2_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a>(<span class="keyword">nullptr</span> == output);</div><div class="line"><a name="l00355"></a><span class="lineno">  355</span>&#160;</div><div class="line"><a name="l00356"></a><span class="lineno">  356</span>&#160;    <span class="keyword">const</span> <span class="keyword">auto</span> input_ptr  = <span class="keyword">static_cast&lt;</span><span class="keyword">const </span><a class="code" href="namespacearm__compute.xhtml#ac20902ac1ef01783c8a8d71a9bdf1100">IImage</a> *__restrict<span class="keyword">&gt;</span>(input);</div><div class="line"><a name="l00357"></a><span class="lineno">  357</span>&#160;    <span class="keyword">const</span> <span class="keyword">auto</span> output_ptr = <span class="keyword">static_cast&lt;</span><a class="code" href="namespacearm__compute.xhtml#ac20902ac1ef01783c8a8d71a9bdf1100">IImage</a> *__restrict<span class="keyword">&gt;</span>(output);</div><div class="line"><a name="l00358"></a><span class="lineno">  358</span>&#160;</div><div class="line"><a name="l00359"></a><span class="lineno">  359</span>&#160;    constexpr <span class="keyword">auto</span> element_size = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">alpha</a> ? 32 : 24;</div><div class="line"><a name="l00360"></a><span class="lineno">  360</span>&#160;    constexpr <span class="keyword">auto</span> shift        = yuyv ? 0 : 1;</div><div class="line"><a name="l00361"></a><span class="lineno">  361</span>&#160;</div><div class="line"><a name="l00362"></a><span class="lineno">  362</span>&#160;    Iterator in(input_ptr, win);</div><div class="line"><a name="l00363"></a><span class="lineno">  363</span>&#160;    Iterator out(output_ptr, win);</div><div class="line"><a name="l00364"></a><span class="lineno">  364</span>&#160;</div><div class="line"><a name="l00365"></a><span class="lineno">  365</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a6c0dcc38187027dcb89cd9724bc5a823">execute_window_loop</a>(win, [&amp;](<span class="keyword">const</span> Coordinates &amp; <span class="keywordtype">id</span>)</div><div class="line"><a name="l00366"></a><span class="lineno">  366</span>&#160;    {</div><div class="line"><a name="l00367"></a><span class="lineno">  367</span>&#160;        float32x4x4_t uvec, yvec, vvec, yyvec;</div><div class="line"><a name="l00368"></a><span class="lineno">  368</span>&#160;        <span class="keyword">const</span> <span class="keyword">auto</span>    ta = vld4q_u8(in.ptr());</div><div class="line"><a name="l00369"></a><span class="lineno">  369</span>&#160;        <span class="comment">//ta.val[0] = Y0 Y2 Y4 Y6 ...</span></div><div class="line"><a name="l00370"></a><span class="lineno">  370</span>&#160;        <span class="comment">//ta.val[1] = U0 U2 U4 U6 ...</span></div><div class="line"><a name="l00371"></a><span class="lineno">  371</span>&#160;        <span class="comment">//ta.val[2] = Y1 Y3 Y5 Y7 ...</span></div><div class="line"><a name="l00372"></a><span class="lineno">  372</span>&#160;        <span class="comment">//ta.val[3] = V0 V2 V4 V7 ...</span></div><div class="line"><a name="l00373"></a><span class="lineno">  373</span>&#160;</div><div class="line"><a name="l00374"></a><span class="lineno">  374</span>&#160;        <span class="comment">// Convert the uint8x16x4_t to float32x4x4_t</span></div><div class="line"><a name="l00375"></a><span class="lineno">  375</span>&#160;        convert_uint8x16_to_float32x4x4(ta.val[0 + shift], yvec);</div><div class="line"><a name="l00376"></a><span class="lineno">  376</span>&#160;        convert_uint8x16_to_float32x4x4(ta.val[1 - shift], uvec);</div><div class="line"><a name="l00377"></a><span class="lineno">  377</span>&#160;        convert_uint8x16_to_float32x4x4(ta.val[2 + shift], yyvec);</div><div class="line"><a name="l00378"></a><span class="lineno">  378</span>&#160;        convert_uint8x16_to_float32x4x4(ta.val[3 - shift], vvec);</div><div class="line"><a name="l00379"></a><span class="lineno">  379</span>&#160;</div><div class="line"><a name="l00380"></a><span class="lineno">  380</span>&#160;        yuyv_to_rgb_calculation(yvec.val[0], uvec.val[0], yyvec.val[0], vvec.val[0], out.ptr() + 0 * element_size, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">alpha</a>);</div><div class="line"><a name="l00381"></a><span class="lineno">  381</span>&#160;        yuyv_to_rgb_calculation(yvec.val[1], uvec.val[1], yyvec.val[1], vvec.val[1], out.ptr() + 1 * element_size, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">alpha</a>);</div><div class="line"><a name="l00382"></a><span class="lineno">  382</span>&#160;        yuyv_to_rgb_calculation(yvec.val[2], uvec.val[2], yyvec.val[2], vvec.val[2], out.ptr() + 2 * element_size, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">alpha</a>);</div><div class="line"><a name="l00383"></a><span class="lineno">  383</span>&#160;        yuyv_to_rgb_calculation(yvec.val[3], uvec.val[3], yyvec.val[3], vvec.val[3], out.ptr() + 3 * element_size, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">alpha</a>);</div><div class="line"><a name="l00384"></a><span class="lineno">  384</span>&#160;    },</div><div class="line"><a name="l00385"></a><span class="lineno">  385</span>&#160;    in, out);</div><div class="line"><a name="l00386"></a><span class="lineno">  386</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a54a6080c9f4df1f908e57a9bbb46f5da"><div class="ttname"><a href="core_2_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR_ON(cond)</div><div class="ttdoc">If the condition is true then an error message is printed and an exception thrown. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00306">Error.h:306</a></div></div>
-<div class="ttc" id="namespacearm__compute_xhtml_a6c0dcc38187027dcb89cd9724bc5a823"><div class="ttname"><a href="namespacearm__compute.xhtml#a6c0dcc38187027dcb89cd9724bc5a823">arm_compute::execute_window_loop</a></div><div class="ttdeci">void execute_window_loop(const Window &amp;w, L &amp;&amp;lambda_function, Ts &amp;&amp;...iterators)</div><div class="ttdoc">Iterate through the passed window, automatically adjusting the iterators and calling the lambda_funct...</div><div class="ttdef"><b>Definition:</b> <a href="_helpers_8inl_source.xhtml#l00127">Helpers.inl:127</a></div></div>
+<div class="ttc" id="namespacearm__compute_xhtml_a6c0dcc38187027dcb89cd9724bc5a823"><div class="ttname"><a href="namespacearm__compute.xhtml#a6c0dcc38187027dcb89cd9724bc5a823">arm_compute::execute_window_loop</a></div><div class="ttdeci">void execute_window_loop(const Window &amp;w, L &amp;&amp;lambda_function, Ts &amp;&amp;...iterators)</div><div class="ttdoc">Iterate through the passed window, automatically adjusting the iterators and calling the lambda_funct...</div><div class="ttdef"><b>Definition:</b> <a href="_helpers_8inl_source.xhtml#l00122">Helpers.inl:122</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_ac20902ac1ef01783c8a8d71a9bdf1100"><div class="ttname"><a href="namespacearm__compute.xhtml#ac20902ac1ef01783c8a8d71a9bdf1100">arm_compute::IImage</a></div><div class="ttdeci">ITensor IImage</div><div class="ttdef"><b>Definition:</b> <a href="_c_p_p_corner_candidates_kernel_8h_source.xhtml#l00036">CPPCornerCandidatesKernel.h:36</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a62197192f0fbf4e0675eb37be1c4c175"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">arm_compute::test::validation::alpha</a></div><div class="ttdeci">alpha</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00109">GEMM.cpp:109</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a62197192f0fbf4e0675eb37be1c4c175"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">arm_compute::test::validation::alpha</a></div><div class="ttdeci">alpha</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00112">GEMM.cpp:112</a></div></div>
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@@ -8128,12 +8306,12 @@
 </dl>
 <dl class="section return"><dt>Returns</dt><dd><a class="el" href="classarm__compute_1_1_strides.xhtml" title="Strides of an item in bytes. ">Strides</a> object based on the specified strides. Missing strides are calculated based on the tensor shape and the strides of lower dimensions. </dd></dl>
 
-<p>Definition at line <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00499">499</a> of file <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml">Helpers.h</a>.</p>
+<p>Definition at line <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00474">474</a> of file <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml">Helpers.h</a>.</p>
 
-<p>References <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#a1f4e725b8e1ea36b30e09dc08ae6961d">ITensorInfo::num_dimensions()</a>, <a class="el" href="_dimensions_8h_source.xhtml#l00074">Dimensions&lt; T &gt;::set()</a>, <a class="el" href="_c_l_2_min_max_location_8cpp_source.xhtml#l00089">arm_compute::test::validation::shape</a>, and <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#a7c66505457d00ece3aa4b34cab80757d">ITensorInfo::tensor_shape()</a>.</p>
+<p>References <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#a1f4e725b8e1ea36b30e09dc08ae6961d">ITensorInfo::num_dimensions()</a>, <a class="el" href="_dimensions_8h_source.xhtml#l00074">Dimensions&lt; T &gt;::set()</a>, <a class="el" href="_c_l_2_convolution_8cpp_source.xhtml#l00119">arm_compute::test::validation::shape</a>, and <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#a7c66505457d00ece3aa4b34cab80757d">ITensorInfo::tensor_shape()</a>.</p>
 
-<p>Referenced by <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00521">compute_strides()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00500"></a><span class="lineno">  500</span>&#160;{</div><div class="line"><a name="l00501"></a><span class="lineno">  501</span>&#160;    <span class="keyword">const</span> TensorShape &amp;<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a45cde9abb508c62d67c3bb2b9bf566a5">shape</a> = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.tensor_shape();</div><div class="line"><a name="l00502"></a><span class="lineno">  502</span>&#160;</div><div class="line"><a name="l00503"></a><span class="lineno">  503</span>&#160;    <span class="comment">// Create strides object</span></div><div class="line"><a name="l00504"></a><span class="lineno">  504</span>&#160;    Strides strides(stride_x, fixed_strides...);</div><div class="line"><a name="l00505"></a><span class="lineno">  505</span>&#160;</div><div class="line"><a name="l00506"></a><span class="lineno">  506</span>&#160;    <span class="keywordflow">for</span>(<span class="keywordtype">size_t</span> i = 1 + <span class="keyword">sizeof</span>...(Ts); i &lt; <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.num_dimensions(); ++i)</div><div class="line"><a name="l00507"></a><span class="lineno">  507</span>&#160;    {</div><div class="line"><a name="l00508"></a><span class="lineno">  508</span>&#160;        strides.set(i, shape[i - 1] * strides[i - 1]);</div><div class="line"><a name="l00509"></a><span class="lineno">  509</span>&#160;    }</div><div class="line"><a name="l00510"></a><span class="lineno">  510</span>&#160;</div><div class="line"><a name="l00511"></a><span class="lineno">  511</span>&#160;    <span class="keywordflow">return</span> strides;</div><div class="line"><a name="l00512"></a><span class="lineno">  512</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a45cde9abb508c62d67c3bb2b9bf566a5"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a45cde9abb508c62d67c3bb2b9bf566a5">arm_compute::test::validation::shape</a></div><div class="ttdeci">shape</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_2_min_max_location_8cpp_source.xhtml#l00089">MinMaxLocation.cpp:89</a></div></div>
+<p>Referenced by <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00496">compute_strides()</a>.</p>
+<div class="fragment"><div class="line"><a name="l00475"></a><span class="lineno">  475</span>&#160;{</div><div class="line"><a name="l00476"></a><span class="lineno">  476</span>&#160;    <span class="keyword">const</span> TensorShape &amp;<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a45cde9abb508c62d67c3bb2b9bf566a5">shape</a> = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.tensor_shape();</div><div class="line"><a name="l00477"></a><span class="lineno">  477</span>&#160;</div><div class="line"><a name="l00478"></a><span class="lineno">  478</span>&#160;    <span class="comment">// Create strides object</span></div><div class="line"><a name="l00479"></a><span class="lineno">  479</span>&#160;    Strides strides(stride_x, fixed_strides...);</div><div class="line"><a name="l00480"></a><span class="lineno">  480</span>&#160;</div><div class="line"><a name="l00481"></a><span class="lineno">  481</span>&#160;    <span class="keywordflow">for</span>(<span class="keywordtype">size_t</span> i = 1 + <span class="keyword">sizeof</span>...(Ts); i &lt; <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.num_dimensions(); ++i)</div><div class="line"><a name="l00482"></a><span class="lineno">  482</span>&#160;    {</div><div class="line"><a name="l00483"></a><span class="lineno">  483</span>&#160;        strides.set(i, shape[i - 1] * strides[i - 1]);</div><div class="line"><a name="l00484"></a><span class="lineno">  484</span>&#160;    }</div><div class="line"><a name="l00485"></a><span class="lineno">  485</span>&#160;</div><div class="line"><a name="l00486"></a><span class="lineno">  486</span>&#160;    <span class="keywordflow">return</span> strides;</div><div class="line"><a name="l00487"></a><span class="lineno">  487</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a45cde9abb508c62d67c3bb2b9bf566a5"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a45cde9abb508c62d67c3bb2b9bf566a5">arm_compute::test::validation::shape</a></div><div class="ttdeci">shape</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_2_convolution_8cpp_source.xhtml#l00119">Convolution.cpp:119</a></div></div>
 <div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a096668313a9a819d54a2e65ec21ff0cc"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">arm_compute::test::validation::info</a></div><div class="ttdeci">src info() -&gt; set_format(Format::S16)</div></div>
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@@ -8169,11 +8347,11 @@
 </dl>
 <dl class="section return"><dt>Returns</dt><dd><a class="el" href="classarm__compute_1_1_strides.xhtml" title="Strides of an item in bytes. ">Strides</a> object based on element size and tensor shape. </dd></dl>
 
-<p>Definition at line <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00521">521</a> of file <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml">Helpers.h</a>.</p>
+<p>Definition at line <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00496">496</a> of file <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml">Helpers.h</a>.</p>
 
-<p>References <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00499">compute_strides()</a>, and <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#aa459796b5489eca8a9160cb5dcf1a103">ITensorInfo::element_size()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00522"></a><span class="lineno">  522</span>&#160;{</div><div class="line"><a name="l00523"></a><span class="lineno">  523</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute.xhtml#a8c35748731709927597cb5a2c227e682">compute_strides</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.element_size());</div><div class="line"><a name="l00524"></a><span class="lineno">  524</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a096668313a9a819d54a2e65ec21ff0cc"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">arm_compute::test::validation::info</a></div><div class="ttdeci">src info() -&gt; set_format(Format::S16)</div></div>
-<div class="ttc" id="namespacearm__compute_xhtml_a8c35748731709927597cb5a2c227e682"><div class="ttname"><a href="namespacearm__compute.xhtml#a8c35748731709927597cb5a2c227e682">arm_compute::compute_strides</a></div><div class="ttdeci">Strides compute_strides(const ITensorInfo &amp;info)</div><div class="ttdoc">Create a strides object based on the tensor dimensions. </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_helpers_8h_source.xhtml#l00521">Helpers.h:521</a></div></div>
+<p>References <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00474">compute_strides()</a>, and <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#aa459796b5489eca8a9160cb5dcf1a103">ITensorInfo::element_size()</a>.</p>
+<div class="fragment"><div class="line"><a name="l00497"></a><span class="lineno">  497</span>&#160;{</div><div class="line"><a name="l00498"></a><span class="lineno">  498</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute.xhtml#a8c35748731709927597cb5a2c227e682">compute_strides</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.element_size());</div><div class="line"><a name="l00499"></a><span class="lineno">  499</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a096668313a9a819d54a2e65ec21ff0cc"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">arm_compute::test::validation::info</a></div><div class="ttdeci">src info() -&gt; set_format(Format::S16)</div></div>
+<div class="ttc" id="namespacearm__compute_xhtml_a8c35748731709927597cb5a2c227e682"><div class="ttname"><a href="namespacearm__compute.xhtml#a8c35748731709927597cb5a2c227e682">arm_compute::compute_strides</a></div><div class="ttdeci">Strides compute_strides(const ITensorInfo &amp;info)</div><div class="ttdoc">Create a strides object based on the tensor dimensions. </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_helpers_8h_source.xhtml#l00496">Helpers.h:496</a></div></div>
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@@ -8219,23 +8397,23 @@
 </dl>
 <dl class="section return"><dt>Returns</dt><dd>linead index </dd></dl>
 
-<p>Definition at line <a class="el" href="_helpers_8inl_source.xhtml#l00339">339</a> of file <a class="el" href="_helpers_8inl_source.xhtml">Helpers.inl</a>.</p>
+<p>Definition at line <a class="el" href="_helpers_8inl_source.xhtml#l00337">337</a> of file <a class="el" href="_helpers_8inl_source.xhtml">Helpers.inl</a>.</p>
 
 <p>References <a class="el" href="core_2_error_8h_source.xhtml#l00297">ARM_COMPUTE_ERROR_ON_MSG</a>, <a class="el" href="core_2_error_8h_source.xhtml#l00147">ARM_COMPUTE_UNUSED</a>, <a class="el" href="_dimensions_8h_source.xhtml#l00122">Dimensions&lt; T &gt;::num_dimensions()</a>, and <a class="el" href="_tensor_shape_8h_source.xhtml#l00135">TensorShape::total_size()</a>.</p>
 
-<p>Referenced by <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00534">permute()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00340"></a><span class="lineno">  340</span>&#160;{</div><div class="line"><a name="l00341"></a><span class="lineno">  341</span>&#160;    <span class="keywordtype">int</span> num_elements = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a45cde9abb508c62d67c3bb2b9bf566a5">shape</a>.total_size();</div><div class="line"><a name="l00342"></a><span class="lineno">  342</span>&#160;    <a class="code" href="core_2_error_8h.xhtml#a4103adbb45806b2f2002d44b91d0d206">ARM_COMPUTE_UNUSED</a>(num_elements);</div><div class="line"><a name="l00343"></a><span class="lineno">  343</span>&#160;    <a class="code" href="core_2_error_8h.xhtml#a5bbdcf574d3f5e412fa6a1117911e67b">ARM_COMPUTE_ERROR_ON_MSG</a>(num_elements == 0, <span class="stringliteral">&quot;Cannot create linear index from empty shape!&quot;</span>);</div><div class="line"><a name="l00344"></a><span class="lineno">  344</span>&#160;</div><div class="line"><a name="l00345"></a><span class="lineno">  345</span>&#160;    <span class="keywordtype">int</span> index  = 0;</div><div class="line"><a name="l00346"></a><span class="lineno">  346</span>&#160;    <span class="keywordtype">int</span> stride = 1;</div><div class="line"><a name="l00347"></a><span class="lineno">  347</span>&#160;</div><div class="line"><a name="l00348"></a><span class="lineno">  348</span>&#160;    <span class="keywordflow">for</span>(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> d = 0; d &lt; coord.num_dimensions(); ++d)</div><div class="line"><a name="l00349"></a><span class="lineno">  349</span>&#160;    {</div><div class="line"><a name="l00350"></a><span class="lineno">  350</span>&#160;        index += coord[d] * stride;</div><div class="line"><a name="l00351"></a><span class="lineno">  351</span>&#160;        stride *= <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a45cde9abb508c62d67c3bb2b9bf566a5">shape</a>[d];</div><div class="line"><a name="l00352"></a><span class="lineno">  352</span>&#160;    }</div><div class="line"><a name="l00353"></a><span class="lineno">  353</span>&#160;</div><div class="line"><a name="l00354"></a><span class="lineno">  354</span>&#160;    <span class="keywordflow">return</span> index;</div><div class="line"><a name="l00355"></a><span class="lineno">  355</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a45cde9abb508c62d67c3bb2b9bf566a5"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a45cde9abb508c62d67c3bb2b9bf566a5">arm_compute::test::validation::shape</a></div><div class="ttdeci">shape</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_2_min_max_location_8cpp_source.xhtml#l00089">MinMaxLocation.cpp:89</a></div></div>
+<p>Referenced by <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00509">permute()</a>.</p>
+<div class="fragment"><div class="line"><a name="l00338"></a><span class="lineno">  338</span>&#160;{</div><div class="line"><a name="l00339"></a><span class="lineno">  339</span>&#160;    <span class="keywordtype">int</span> num_elements = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a45cde9abb508c62d67c3bb2b9bf566a5">shape</a>.total_size();</div><div class="line"><a name="l00340"></a><span class="lineno">  340</span>&#160;    <a class="code" href="core_2_error_8h.xhtml#a4103adbb45806b2f2002d44b91d0d206">ARM_COMPUTE_UNUSED</a>(num_elements);</div><div class="line"><a name="l00341"></a><span class="lineno">  341</span>&#160;    <a class="code" href="core_2_error_8h.xhtml#a5bbdcf574d3f5e412fa6a1117911e67b">ARM_COMPUTE_ERROR_ON_MSG</a>(num_elements == 0, <span class="stringliteral">&quot;Cannot create linear index from empty shape!&quot;</span>);</div><div class="line"><a name="l00342"></a><span class="lineno">  342</span>&#160;</div><div class="line"><a name="l00343"></a><span class="lineno">  343</span>&#160;    <span class="keywordtype">int</span> index  = 0;</div><div class="line"><a name="l00344"></a><span class="lineno">  344</span>&#160;    <span class="keywordtype">int</span> stride = 1;</div><div class="line"><a name="l00345"></a><span class="lineno">  345</span>&#160;</div><div class="line"><a name="l00346"></a><span class="lineno">  346</span>&#160;    <span class="keywordflow">for</span>(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> d = 0; d &lt; coord.num_dimensions(); ++d)</div><div class="line"><a name="l00347"></a><span class="lineno">  347</span>&#160;    {</div><div class="line"><a name="l00348"></a><span class="lineno">  348</span>&#160;        index += coord[d] * stride;</div><div class="line"><a name="l00349"></a><span class="lineno">  349</span>&#160;        stride *= <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a45cde9abb508c62d67c3bb2b9bf566a5">shape</a>[d];</div><div class="line"><a name="l00350"></a><span class="lineno">  350</span>&#160;    }</div><div class="line"><a name="l00351"></a><span class="lineno">  351</span>&#160;</div><div class="line"><a name="l00352"></a><span class="lineno">  352</span>&#160;    <span class="keywordflow">return</span> index;</div><div class="line"><a name="l00353"></a><span class="lineno">  353</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a45cde9abb508c62d67c3bb2b9bf566a5"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a45cde9abb508c62d67c3bb2b9bf566a5">arm_compute::test::validation::shape</a></div><div class="ttdeci">shape</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_2_convolution_8cpp_source.xhtml#l00119">Convolution.cpp:119</a></div></div>
 <div class="ttc" id="core_2_error_8h_xhtml_a4103adbb45806b2f2002d44b91d0d206"><div class="ttname"><a href="core_2_error_8h.xhtml#a4103adbb45806b2f2002d44b91d0d206">ARM_COMPUTE_UNUSED</a></div><div class="ttdeci">#define ARM_COMPUTE_UNUSED(var)</div><div class="ttdoc">To avoid unused variables warnings. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00147">Error.h:147</a></div></div>
 <div class="ttc" id="core_2_error_8h_xhtml_a5bbdcf574d3f5e412fa6a1117911e67b"><div class="ttname"><a href="core_2_error_8h.xhtml#a5bbdcf574d3f5e412fa6a1117911e67b">ARM_COMPUTE_ERROR_ON_MSG</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR_ON_MSG(cond,...)</div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00297">Error.h:297</a></div></div>
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-<a class="anchor" id="ac6a3363c6c627d5720309bb8fa4f3e5f"></a>
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-          <td class="memname">std::unique_ptr&lt; <a class="el" href="classarm__compute_1_1_kernel.xhtml">Kernel</a> &gt; create_configure_kernel </td>
+          <td class="memname">std::unique_ptr&lt;<a class="el" href="classarm__compute_1_1_kernel.xhtml">Kernel</a>&gt; arm_compute::create_configure_kernel </td>
           <td>(</td>
           <td class="paramtype">T &amp;&amp;...&#160;</td>
           <td class="paramname"><em>args</em></td><td>)</td>
@@ -8245,21 +8423,13 @@
 </div><div class="memdoc">
 
 <p>Helper function to create and return a unique_ptr pointed to a CL kernel object It also calls the kernel's configuration. </p>
-<p>Helper function to create and return a unique_ptr pointed to a GLES kernel object It also calls the kernel's configuration.</p>
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
     <tr><td class="paramdir">[in]</td><td class="paramname">args</td><td>All the arguments that need pass to kernel's configuration.</td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd>A unique pointer pointed to a CL kernel object</dd></dl>
-<dl class="params"><dt>Parameters</dt><dd>
-  <table class="params">
-    <tr><td class="paramdir">[in]</td><td class="paramname">args</td><td>All the arguments that need pass to kernel's configuration.</td></tr>
-  </table>
-  </dd>
-</dl>
-<dl class="section return"><dt>Returns</dt><dd>A unique pointer pointed to a GLES kernel object </dd></dl>
+<dl class="section return"><dt>Returns</dt><dd>A unique pointer pointed to a CL kernel object </dd></dl>
 
 <p>Definition at line <a class="el" href="_c_l_helpers_8h_source.xhtml#l00088">88</a> of file <a class="el" href="_c_l_helpers_8h_source.xhtml">CLHelpers.h</a>.</p>
 
@@ -8400,12 +8570,12 @@
 
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-          <td class="memname">std::unique_ptr&lt; <a class="el" href="classarm__compute_1_1_kernel.xhtml">Kernel</a> &gt; create_kernel </td>
+          <td class="memname">std::unique_ptr&lt;<a class="el" href="classarm__compute_1_1_kernel.xhtml">Kernel</a>&gt; arm_compute::create_kernel </td>
           <td>(</td>
           <td class="paramname"></td><td>)</td>
           <td></td>
@@ -8414,16 +8584,13 @@
 </div><div class="memdoc">
 
 <p>Helper function to create and return a unique_ptr pointed to a CL kernel object. </p>
-<p>Helper function to create and return a unique_ptr pointed to a GLES kernel object.</p>
-<dl class="section return"><dt>Returns</dt><dd>A unique pointer pointed to a CL kernel object</dd>
-<dd>
-A unique pointer pointed to a GLES kernel object </dd></dl>
+<dl class="section return"><dt>Returns</dt><dd>A unique pointer pointed to a CL kernel object </dd></dl>
 
 <p>Definition at line <a class="el" href="_c_l_helpers_8h_source.xhtml#l00100">100</a> of file <a class="el" href="_c_l_helpers_8h_source.xhtml">CLHelpers.h</a>.</p>
 
 <p>References <a class="el" href="namespacearm__compute.xhtml#a7f65c0c2b3ad21f427f6bb25f411e0ce">fp16_support()</a>, <a class="el" href="namespacearm__compute.xhtml#a4a351d5c39dec88af98a671da1c43fd6">get_arch_from_target()</a>, <a class="el" href="namespacearm__compute.xhtml#a54c9b94a266f8065b64f001c47815b68">get_cl_version()</a>, <a class="el" href="namespacearm__compute.xhtml#a9d0143bdde8255313aae6ac020dd629c">get_target_from_device()</a>, and <a class="el" href="namespacearm__compute.xhtml#aa2499c7ccf5b1636360a9ac6cc52a67b">non_uniform_workgroup_support()</a>.</p>
 
-<p>Referenced by <a class="el" href="_g_c_kernel_library_8h_source.xhtml#l00241">GCKernelLibrary::set_context()</a>, and <a class="el" href="_c_l_kernel_library_8h_source.xhtml#l00260">CLKernelLibrary::set_device()</a>.</p>
+<p>Referenced by <a class="el" href="_g_c_kernel_library_8h_source.xhtml#l00233">GCKernelLibrary::set_context()</a>, and <a class="el" href="_c_l_kernel_library_8h_source.xhtml#l00260">CLKernelLibrary::set_device()</a>.</p>
 <div class="fragment"><div class="line"><a name="l00101"></a><span class="lineno">  101</span>&#160;{</div><div class="line"><a name="l00102"></a><span class="lineno">  102</span>&#160;    std::unique_ptr&lt;Kernel&gt; k = arm_compute::support::cpp14::make_unique&lt;Kernel&gt;();</div><div class="line"><a name="l00103"></a><span class="lineno">  103</span>&#160;    <span class="keywordflow">return</span> k;</div><div class="line"><a name="l00104"></a><span class="lineno">  104</span>&#160;}</div></div><!-- fragment -->
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@@ -8462,9 +8629,9 @@
 
 <p>References <a class="el" href="core_2_error_8h_source.xhtml#l00238">ARM_COMPUTE_ERROR</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a56d8353718e6fdc78b8d69078a2cdb94">F16</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a44ad4ef5a76e6aa6fb3e3fa079a54fda">F32</a>, <a class="el" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a1ad5f6f3069070ec4cbbdc94d5e61e0e">F64</a>, <a class="el" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6af14462d71aa842202c3e4b272c7ec924">QASYMM8</a>, <a class="el" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a48d877702a2957f5a932c43a357866f9">QS16</a>, <a class="el" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6ad5695915456312560039ee411667cdbf">QS32</a>, <a class="el" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a11cde4d3551db3f9498d339a67189543">QS8</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a6e0b0886efb94aec797f6b830329b72c">S16</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58aa1e28eee0339658d39a8b4d325b56e9c">S32</a>, <a class="el" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a115dca124dc6423c7a400b8a8a0270cc">S64</a>, <a class="el" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6aafb0fced528eaac5fe170b763cda5975">S8</a>, <a class="el" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6abd7ef6d4f35bc7d05c559b65032f15d1">SIZET</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58aef9ef3ebca4d2b64b6ec83808bafa5f2">U16</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58ac8bd5bedff8ef192d39a962afc0e19ee">U32</a>, <a class="el" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a31d65cccd6593e4101db93fb878abcaa">U64</a>, and <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a6669348b484e3008dca2bfa8e85e40b5">U8</a>.</p>
 
-<p>Referenced by <a class="el" href="validation_2_c_l_2_activation_layer_8cpp_source.xhtml#l00114">arm_compute::test::validation::DATA_TEST_CASE()</a>, <a class="el" href="_tensor_info_8h_source.xhtml#l00243">TensorInfo::element_size()</a>, <a class="el" href="_alex_net_network_8h_source.xhtml#l00057">AlexNetNetwork&lt; ITensorType, TensorType, SubTensorType, arm_compute::test::Accessor, ActivationLayerFunction, ConvolutionLayerFunction, DirectConvolutionLayerFunction, FullyConnectedLayerFunction, NormalizationLayerFunction, PoolingLayerFunction, SoftmaxLayerFunction &gt;::init()</a>, <a class="el" href="validation_2fixtures_2_fully_connected_layer_fixture_8h_source.xhtml#l00056">FullyConnectedLayerValidationGenericFixture&lt; TensorType, AccessorType, FunctionType, T, run_interleave &gt;::setup()</a>, and <a class="el" href="validation_2fixtures_2_convolution_layer_fixture_8h_source.xhtml#l00057">ConvolutionValidationGenericFixture&lt; TensorType, AccessorType, FunctionType, T &gt;::setup()</a>.</p>
+<p>Referenced by <a class="el" href="validation_2_c_l_2_activation_layer_8cpp_source.xhtml#l00114">arm_compute::test::validation::DATA_TEST_CASE()</a>, <a class="el" href="_tensor_info_8h_source.xhtml#l00243">TensorInfo::element_size()</a>, <a class="el" href="_alex_net_network_8h_source.xhtml#l00057">AlexNetNetwork&lt; ITensorType, TensorType, SubTensorType, arm_compute::test::Accessor, ActivationLayerFunction, ConvolutionLayerFunction, DirectConvolutionLayerFunction, FullyConnectedLayerFunction, NormalizationLayerFunction, PoolingLayerFunction, SoftmaxLayerFunction &gt;::init()</a>, <a class="el" href="_g_e_m_m_transpose1x_w_fixture_8h_source.xhtml#l00050">GEMMTranspose1xWValidationFixedPointFixture&lt; TensorType, AccessorType, FunctionType, T &gt;::setup()</a>, <a class="el" href="validation_2fixtures_2_fully_connected_layer_fixture_8h_source.xhtml#l00056">FullyConnectedLayerValidationGenericFixture&lt; TensorType, AccessorType, FunctionType, T, run_interleave &gt;::setup()</a>, and <a class="el" href="validation_2fixtures_2_convolution_layer_fixture_8h_source.xhtml#l00057">ConvolutionValidationGenericFixture&lt; TensorType, AccessorType, FunctionType, T &gt;::setup()</a>.</p>
 <div class="fragment"><div class="line"><a name="l00090"></a><span class="lineno">   90</span>&#160;{</div><div class="line"><a name="l00091"></a><span class="lineno">   91</span>&#160;    <span class="keywordflow">switch</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#ac2ad7f431e3446fddcd9b6b9f93c4c14">data_type</a>)</div><div class="line"><a name="l00092"></a><span class="lineno">   92</span>&#160;    {</div><div class="line"><a name="l00093"></a><span class="lineno">   93</span>&#160;        <span class="keywordflow">case</span> DataType::U8:</div><div class="line"><a name="l00094"></a><span class="lineno">   94</span>&#160;        <span class="keywordflow">case</span> DataType::S8:</div><div class="line"><a name="l00095"></a><span class="lineno">   95</span>&#160;        <span class="keywordflow">case</span> DataType::QS8:</div><div class="line"><a name="l00096"></a><span class="lineno">   96</span>&#160;        <span class="keywordflow">case</span> DataType::QASYMM8:</div><div class="line"><a name="l00097"></a><span class="lineno">   97</span>&#160;            <span class="keywordflow">return</span> 1;</div><div class="line"><a name="l00098"></a><span class="lineno">   98</span>&#160;        <span class="keywordflow">case</span> DataType::U16:</div><div class="line"><a name="l00099"></a><span class="lineno">   99</span>&#160;        <span class="keywordflow">case</span> DataType::S16:</div><div class="line"><a name="l00100"></a><span class="lineno">  100</span>&#160;        <span class="keywordflow">case</span> DataType::F16:</div><div class="line"><a name="l00101"></a><span class="lineno">  101</span>&#160;        <span class="keywordflow">case</span> DataType::QS16:</div><div class="line"><a name="l00102"></a><span class="lineno">  102</span>&#160;            <span class="keywordflow">return</span> 2;</div><div class="line"><a name="l00103"></a><span class="lineno">  103</span>&#160;        <span class="keywordflow">case</span> DataType::F32:</div><div class="line"><a name="l00104"></a><span class="lineno">  104</span>&#160;        <span class="keywordflow">case</span> DataType::U32:</div><div class="line"><a name="l00105"></a><span class="lineno">  105</span>&#160;        <span class="keywordflow">case</span> DataType::S32:</div><div class="line"><a name="l00106"></a><span class="lineno">  106</span>&#160;        <span class="keywordflow">case</span> DataType::QS32:</div><div class="line"><a name="l00107"></a><span class="lineno">  107</span>&#160;            <span class="keywordflow">return</span> 4;</div><div class="line"><a name="l00108"></a><span class="lineno">  108</span>&#160;        <span class="keywordflow">case</span> DataType::F64:</div><div class="line"><a name="l00109"></a><span class="lineno">  109</span>&#160;        <span class="keywordflow">case</span> DataType::U64:</div><div class="line"><a name="l00110"></a><span class="lineno">  110</span>&#160;        <span class="keywordflow">case</span> DataType::S64:</div><div class="line"><a name="l00111"></a><span class="lineno">  111</span>&#160;            <span class="keywordflow">return</span> 8;</div><div class="line"><a name="l00112"></a><span class="lineno">  112</span>&#160;        <span class="keywordflow">case</span> DataType::SIZET:</div><div class="line"><a name="l00113"></a><span class="lineno">  113</span>&#160;            <span class="keywordflow">return</span> <span class="keyword">sizeof</span>(size_t);</div><div class="line"><a name="l00114"></a><span class="lineno">  114</span>&#160;        <span class="keywordflow">default</span>:</div><div class="line"><a name="l00115"></a><span class="lineno">  115</span>&#160;            <a class="code" href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a>(<span class="stringliteral">&quot;Invalid data type&quot;</span>);</div><div class="line"><a name="l00116"></a><span class="lineno">  116</span>&#160;            <span class="keywordflow">return</span> 0;</div><div class="line"><a name="l00117"></a><span class="lineno">  117</span>&#160;    }</div><div class="line"><a name="l00118"></a><span class="lineno">  118</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a05b19c75afe9c24200a62b9724734bbd"><div class="ttname"><a href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR(...)</div><div class="ttdoc">Print the given message then throw an std::runtime_error. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00238">Error.h:238</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_ac2ad7f431e3446fddcd9b6b9f93c4c14"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#ac2ad7f431e3446fddcd9b6b9f93c4c14">arm_compute::test::validation::data_type</a></div><div class="ttdeci">data_type</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_2_min_max_location_8cpp_source.xhtml#l00090">MinMaxLocation.cpp:90</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_ac2ad7f431e3446fddcd9b6b9f93c4c14"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#ac2ad7f431e3446fddcd9b6b9f93c4c14">arm_compute::test::validation::data_type</a></div><div class="ttdeci">data_type</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_2_convolution_8cpp_source.xhtml#l00119">Convolution.cpp:119</a></div></div>
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@@ -8520,7 +8687,7 @@
 <p>Definition at line <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml#l00503">503</a> of file <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml">Utils.h</a>.</p>
 
 <p>References <a class="el" href="accumulate_8cl_source.xhtml#l00041">accumulate()</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a6e0b0886efb94aec797f6b830329b72c">S16</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58aa1e28eee0339658d39a8b4d325b56e9c">S32</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58aef9ef3ebca4d2b64b6ec83808bafa5f2">U16</a>, and <a class="el" href="namespacearm__compute.xhtml#a3a440b3893fa10608d4428958be1c52ea696b031073e74bf2cb98e5ef201d4aa3">UNKNOWN</a>.</p>
-<div class="fragment"><div class="line"><a name="l00504"></a><span class="lineno">  504</span>&#160;{</div><div class="line"><a name="l00505"></a><span class="lineno">  505</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6">DataType</a> first_stage  = DataType::UNKNOWN;</div><div class="line"><a name="l00506"></a><span class="lineno">  506</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6">DataType</a> second_stage = DataType::UNKNOWN;</div><div class="line"><a name="l00507"></a><span class="lineno">  507</span>&#160;</div><div class="line"><a name="l00508"></a><span class="lineno">  508</span>&#160;    <span class="keyword">auto</span> gez = [](<span class="keyword">const</span> int16_t &amp;v)</div><div class="line"><a name="l00509"></a><span class="lineno">  509</span>&#160;    {</div><div class="line"><a name="l00510"></a><span class="lineno">  510</span>&#160;        <span class="keywordflow">return</span> v &gt;= 0;</div><div class="line"><a name="l00511"></a><span class="lineno">  511</span>&#160;    };</div><div class="line"><a name="l00512"></a><span class="lineno">  512</span>&#160;</div><div class="line"><a name="l00513"></a><span class="lineno">  513</span>&#160;    <span class="keyword">auto</span> accu_neg = [](<span class="keyword">const</span> <span class="keywordtype">int</span> &amp;first, <span class="keyword">const</span> <span class="keywordtype">int</span> &amp;second)</div><div class="line"><a name="l00514"></a><span class="lineno">  514</span>&#160;    {</div><div class="line"><a name="l00515"></a><span class="lineno">  515</span>&#160;        <span class="keywordflow">return</span> first + (second &lt; 0 ? second : 0);</div><div class="line"><a name="l00516"></a><span class="lineno">  516</span>&#160;    };</div><div class="line"><a name="l00517"></a><span class="lineno">  517</span>&#160;</div><div class="line"><a name="l00518"></a><span class="lineno">  518</span>&#160;    <span class="keyword">auto</span> accu_pos = [](<span class="keyword">const</span> <span class="keywordtype">int</span> &amp;first, <span class="keyword">const</span> <span class="keywordtype">int</span> &amp;second)</div><div class="line"><a name="l00519"></a><span class="lineno">  519</span>&#160;    {</div><div class="line"><a name="l00520"></a><span class="lineno">  520</span>&#160;        <span class="keywordflow">return</span> first + (second &gt; 0 ? second : 0);</div><div class="line"><a name="l00521"></a><span class="lineno">  521</span>&#160;    };</div><div class="line"><a name="l00522"></a><span class="lineno">  522</span>&#160;</div><div class="line"><a name="l00523"></a><span class="lineno">  523</span>&#160;    <span class="keyword">const</span> <span class="keywordtype">bool</span> only_positive_coefficients = std::all_of(conv_row, conv_row + <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, gez) &amp;&amp; std::all_of(conv_col, conv_col + <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, gez);</div><div class="line"><a name="l00524"></a><span class="lineno">  524</span>&#160;</div><div class="line"><a name="l00525"></a><span class="lineno">  525</span>&#160;    <span class="keywordflow">if</span>(only_positive_coefficients)</div><div class="line"><a name="l00526"></a><span class="lineno">  526</span>&#160;    {</div><div class="line"><a name="l00527"></a><span class="lineno">  527</span>&#160;        <span class="keyword">const</span> <span class="keywordtype">int</span> max_row_value = <a class="code" href="accumulate_8cl.xhtml#a00e540076dd545ad59ac7482f8cdf514">std::accumulate</a>(conv_row, conv_row + <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, 0) * UINT8_MAX;</div><div class="line"><a name="l00528"></a><span class="lineno">  528</span>&#160;        <span class="keyword">const</span> <span class="keywordtype">int</span> max_value     = <a class="code" href="accumulate_8cl.xhtml#a00e540076dd545ad59ac7482f8cdf514">std::accumulate</a>(conv_col, conv_col + <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, 0) * max_row_value;</div><div class="line"><a name="l00529"></a><span class="lineno">  529</span>&#160;</div><div class="line"><a name="l00530"></a><span class="lineno">  530</span>&#160;        first_stage = (max_row_value &lt;= UINT16_MAX) ? DataType::U16 : DataType::S32;</div><div class="line"><a name="l00531"></a><span class="lineno">  531</span>&#160;</div><div class="line"><a name="l00532"></a><span class="lineno">  532</span>&#160;        second_stage = (max_value &lt;= UINT16_MAX) ? DataType::U16 : DataType::S32;</div><div class="line"><a name="l00533"></a><span class="lineno">  533</span>&#160;    }</div><div class="line"><a name="l00534"></a><span class="lineno">  534</span>&#160;    <span class="keywordflow">else</span></div><div class="line"><a name="l00535"></a><span class="lineno">  535</span>&#160;    {</div><div class="line"><a name="l00536"></a><span class="lineno">  536</span>&#160;        <span class="keyword">const</span> <span class="keywordtype">int</span> min_row_value  = <a class="code" href="accumulate_8cl.xhtml#a00e540076dd545ad59ac7482f8cdf514">std::accumulate</a>(conv_row, conv_row + <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, 0, accu_neg) * UINT8_MAX;</div><div class="line"><a name="l00537"></a><span class="lineno">  537</span>&#160;        <span class="keyword">const</span> <span class="keywordtype">int</span> max_row_value  = <a class="code" href="accumulate_8cl.xhtml#a00e540076dd545ad59ac7482f8cdf514">std::accumulate</a>(conv_row, conv_row + <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, 0, accu_pos) * UINT8_MAX;</div><div class="line"><a name="l00538"></a><span class="lineno">  538</span>&#160;        <span class="keyword">const</span> <span class="keywordtype">int</span> neg_coeffs_sum = <a class="code" href="accumulate_8cl.xhtml#a00e540076dd545ad59ac7482f8cdf514">std::accumulate</a>(conv_col, conv_col + <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, 0, accu_neg);</div><div class="line"><a name="l00539"></a><span class="lineno">  539</span>&#160;        <span class="keyword">const</span> <span class="keywordtype">int</span> pos_coeffs_sum = <a class="code" href="accumulate_8cl.xhtml#a00e540076dd545ad59ac7482f8cdf514">std::accumulate</a>(conv_col, conv_col + <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, 0, accu_pos);</div><div class="line"><a name="l00540"></a><span class="lineno">  540</span>&#160;        <span class="keyword">const</span> <span class="keywordtype">int</span> min_value      = neg_coeffs_sum * max_row_value + pos_coeffs_sum * min_row_value;</div><div class="line"><a name="l00541"></a><span class="lineno">  541</span>&#160;        <span class="keyword">const</span> <span class="keywordtype">int</span> max_value      = neg_coeffs_sum * min_row_value + pos_coeffs_sum * max_row_value;</div><div class="line"><a name="l00542"></a><span class="lineno">  542</span>&#160;</div><div class="line"><a name="l00543"></a><span class="lineno">  543</span>&#160;        first_stage = ((INT16_MIN &lt;= min_row_value) &amp;&amp; (max_row_value &lt;= INT16_MAX)) ? DataType::S16 : DataType::S32;</div><div class="line"><a name="l00544"></a><span class="lineno">  544</span>&#160;</div><div class="line"><a name="l00545"></a><span class="lineno">  545</span>&#160;        second_stage = ((INT16_MIN &lt;= min_value) &amp;&amp; (max_value &lt;= INT16_MAX)) ? DataType::S16 : DataType::S32;</div><div class="line"><a name="l00546"></a><span class="lineno">  546</span>&#160;    }</div><div class="line"><a name="l00547"></a><span class="lineno">  547</span>&#160;</div><div class="line"><a name="l00548"></a><span class="lineno">  548</span>&#160;    <span class="keywordflow">return</span> std::make_pair(first_stage, second_stage);</div><div class="line"><a name="l00549"></a><span class="lineno">  549</span>&#160;}</div><div class="ttc" id="hwc_8hpp_xhtml_ab2c6b258f02add8fdf4cfc7c371dd772"><div class="ttname"><a href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a></div><div class="ttdeci">uint32_t size</div><div class="ttdef"><b>Definition:</b> <a href="hwc_8hpp_source.xhtml#l00276">hwc.hpp:276</a></div></div>
+<div class="fragment"><div class="line"><a name="l00504"></a><span class="lineno">  504</span>&#160;{</div><div class="line"><a name="l00505"></a><span class="lineno">  505</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6">DataType</a> first_stage  = DataType::UNKNOWN;</div><div class="line"><a name="l00506"></a><span class="lineno">  506</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6">DataType</a> second_stage = DataType::UNKNOWN;</div><div class="line"><a name="l00507"></a><span class="lineno">  507</span>&#160;</div><div class="line"><a name="l00508"></a><span class="lineno">  508</span>&#160;    <span class="keyword">auto</span> gez = [](<span class="keyword">const</span> int16_t &amp;v)</div><div class="line"><a name="l00509"></a><span class="lineno">  509</span>&#160;    {</div><div class="line"><a name="l00510"></a><span class="lineno">  510</span>&#160;        <span class="keywordflow">return</span> v &gt;= 0;</div><div class="line"><a name="l00511"></a><span class="lineno">  511</span>&#160;    };</div><div class="line"><a name="l00512"></a><span class="lineno">  512</span>&#160;</div><div class="line"><a name="l00513"></a><span class="lineno">  513</span>&#160;    <span class="keyword">auto</span> accu_neg = [](<span class="keyword">const</span> <span class="keywordtype">int</span> &amp;first, <span class="keyword">const</span> <span class="keywordtype">int</span> &amp;second)</div><div class="line"><a name="l00514"></a><span class="lineno">  514</span>&#160;    {</div><div class="line"><a name="l00515"></a><span class="lineno">  515</span>&#160;        <span class="keywordflow">return</span> first + (second &lt; 0 ? second : 0);</div><div class="line"><a name="l00516"></a><span class="lineno">  516</span>&#160;    };</div><div class="line"><a name="l00517"></a><span class="lineno">  517</span>&#160;</div><div class="line"><a name="l00518"></a><span class="lineno">  518</span>&#160;    <span class="keyword">auto</span> accu_pos = [](<span class="keyword">const</span> <span class="keywordtype">int</span> &amp;first, <span class="keyword">const</span> <span class="keywordtype">int</span> &amp;second)</div><div class="line"><a name="l00519"></a><span class="lineno">  519</span>&#160;    {</div><div class="line"><a name="l00520"></a><span class="lineno">  520</span>&#160;        <span class="keywordflow">return</span> first + (second &gt; 0 ? second : 0);</div><div class="line"><a name="l00521"></a><span class="lineno">  521</span>&#160;    };</div><div class="line"><a name="l00522"></a><span class="lineno">  522</span>&#160;</div><div class="line"><a name="l00523"></a><span class="lineno">  523</span>&#160;    <span class="keyword">const</span> <span class="keywordtype">bool</span> only_positive_coefficients = std::all_of(conv_row, conv_row + <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, gez) &amp;&amp; std::all_of(conv_col, conv_col + <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, gez);</div><div class="line"><a name="l00524"></a><span class="lineno">  524</span>&#160;</div><div class="line"><a name="l00525"></a><span class="lineno">  525</span>&#160;    <span class="keywordflow">if</span>(only_positive_coefficients)</div><div class="line"><a name="l00526"></a><span class="lineno">  526</span>&#160;    {</div><div class="line"><a name="l00527"></a><span class="lineno">  527</span>&#160;        <span class="keyword">const</span> <span class="keywordtype">int</span> max_row_value = <a class="code" href="accumulate_8cl.xhtml#a00e540076dd545ad59ac7482f8cdf514">std::accumulate</a>(conv_row, conv_row + <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, 0) * UINT8_MAX;</div><div class="line"><a name="l00528"></a><span class="lineno">  528</span>&#160;        <span class="keyword">const</span> <span class="keywordtype">int</span> max_value     = <a class="code" href="accumulate_8cl.xhtml#a00e540076dd545ad59ac7482f8cdf514">std::accumulate</a>(conv_col, conv_col + <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, 0) * max_row_value;</div><div class="line"><a name="l00529"></a><span class="lineno">  529</span>&#160;</div><div class="line"><a name="l00530"></a><span class="lineno">  530</span>&#160;        first_stage = (max_row_value &lt;= UINT16_MAX) ? DataType::U16 : DataType::S32;</div><div class="line"><a name="l00531"></a><span class="lineno">  531</span>&#160;</div><div class="line"><a name="l00532"></a><span class="lineno">  532</span>&#160;        second_stage = (max_value &lt;= UINT16_MAX) ? DataType::U16 : DataType::S32;</div><div class="line"><a name="l00533"></a><span class="lineno">  533</span>&#160;    }</div><div class="line"><a name="l00534"></a><span class="lineno">  534</span>&#160;    <span class="keywordflow">else</span></div><div class="line"><a name="l00535"></a><span class="lineno">  535</span>&#160;    {</div><div class="line"><a name="l00536"></a><span class="lineno">  536</span>&#160;        <span class="keyword">const</span> <span class="keywordtype">int</span> min_row_value  = <a class="code" href="accumulate_8cl.xhtml#a00e540076dd545ad59ac7482f8cdf514">std::accumulate</a>(conv_row, conv_row + <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, 0, accu_neg) * UINT8_MAX;</div><div class="line"><a name="l00537"></a><span class="lineno">  537</span>&#160;        <span class="keyword">const</span> <span class="keywordtype">int</span> max_row_value  = <a class="code" href="accumulate_8cl.xhtml#a00e540076dd545ad59ac7482f8cdf514">std::accumulate</a>(conv_row, conv_row + <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, 0, accu_pos) * UINT8_MAX;</div><div class="line"><a name="l00538"></a><span class="lineno">  538</span>&#160;        <span class="keyword">const</span> <span class="keywordtype">int</span> neg_coeffs_sum = <a class="code" href="accumulate_8cl.xhtml#a00e540076dd545ad59ac7482f8cdf514">std::accumulate</a>(conv_col, conv_col + <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, 0, accu_neg);</div><div class="line"><a name="l00539"></a><span class="lineno">  539</span>&#160;        <span class="keyword">const</span> <span class="keywordtype">int</span> pos_coeffs_sum = <a class="code" href="accumulate_8cl.xhtml#a00e540076dd545ad59ac7482f8cdf514">std::accumulate</a>(conv_col, conv_col + <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, 0, accu_pos);</div><div class="line"><a name="l00540"></a><span class="lineno">  540</span>&#160;        <span class="keyword">const</span> <span class="keywordtype">int</span> min_value      = neg_coeffs_sum * max_row_value + pos_coeffs_sum * min_row_value;</div><div class="line"><a name="l00541"></a><span class="lineno">  541</span>&#160;        <span class="keyword">const</span> <span class="keywordtype">int</span> max_value      = neg_coeffs_sum * min_row_value + pos_coeffs_sum * max_row_value;</div><div class="line"><a name="l00542"></a><span class="lineno">  542</span>&#160;</div><div class="line"><a name="l00543"></a><span class="lineno">  543</span>&#160;        first_stage = ((INT16_MIN &lt;= min_row_value) &amp;&amp; (max_row_value &lt;= INT16_MAX)) ? DataType::S16 : DataType::S32;</div><div class="line"><a name="l00544"></a><span class="lineno">  544</span>&#160;</div><div class="line"><a name="l00545"></a><span class="lineno">  545</span>&#160;        second_stage = ((INT16_MIN &lt;= min_value) &amp;&amp; (max_value &lt;= INT16_MAX)) ? DataType::S16 : DataType::S32;</div><div class="line"><a name="l00546"></a><span class="lineno">  546</span>&#160;    }</div><div class="line"><a name="l00547"></a><span class="lineno">  547</span>&#160;</div><div class="line"><a name="l00548"></a><span class="lineno">  548</span>&#160;    <span class="keywordflow">return</span> std::make_pair(first_stage, second_stage);</div><div class="line"><a name="l00549"></a><span class="lineno">  549</span>&#160;}</div><div class="ttc" id="hwc_8hpp_xhtml_ab2c6b258f02add8fdf4cfc7c371dd772"><div class="ttname"><a href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a></div><div class="ttdeci">uint32_t size</div><div class="ttdef"><b>Definition:</b> <a href="hwc_8hpp_source.xhtml#l00286">hwc.hpp:286</a></div></div>
 <div class="ttc" id="accumulate_8cl_xhtml_a00e540076dd545ad59ac7482f8cdf514"><div class="ttname"><a href="accumulate_8cl.xhtml#a00e540076dd545ad59ac7482f8cdf514">accumulate</a></div><div class="ttdeci">__kernel void accumulate(__global uchar *input_ptr, uint input_stride_x, uint input_step_x, uint input_stride_y, uint input_step_y, uint input_offset_first_element_in_bytes, __global uchar *accu_ptr, uint accu_stride_x, uint accu_step_x, uint accu_stride_y, uint accu_step_y, uint accu_offset_first_element_in_bytes)</div><div class="ttdoc">This function accumulates an input image into output image. </div><div class="ttdef"><b>Definition:</b> <a href="accumulate_8cl_source.xhtml#l00041">accumulate.cl:41</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_ad8ed01ff3ff33333d8e19db4d2818bb6"><div class="ttname"><a href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6">arm_compute::DataType</a></div><div class="ttdeci">DataType</div><div class="ttdoc">Available data types. </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_types_8h_source.xhtml#l00071">Types.h:71</a></div></div>
 </div><!-- fragment -->
@@ -8570,11 +8737,12 @@
 
 <p>Definition at line <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml#l00559">559</a> of file <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml">Utils.h</a>.</p>
 
-<p>References <a class="el" href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">arm_compute::test::validation::a</a>, <a class="el" href="accumulate_8cl_source.xhtml#l00041">accumulate()</a>, <a class="el" href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">arm_compute::test::validation::b</a>, <a class="el" href="namespacearm__compute.xhtml#a29f1002e9a609eb71ee6b74a888de12a">deconvolution_output_dimensions()</a>, <a class="el" href="namespacearm__compute.xhtml#a7d57332eb91a8735f173556b3caf6236">deconvolution_output_shape()</a>, <a class="el" href="namespacearm__compute.xhtml#a532fb45c0261724a4c2e755cfd3a44e6">lower_string()</a>, <a class="el" href="namespacearm__compute.xhtml#a6452ac376d4adb94d93a93d678bb6757">round()</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a6e0b0886efb94aec797f6b830329b72c">S16</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58aa1e28eee0339658d39a8b4d325b56e9c">S32</a>, <a class="el" href="namespacearm__compute.xhtml#a3d3d8bf7b86db4d7d4ebfe5b332f41b3">scaled_dimensions()</a>, <a class="el" href="namespacearm__compute.xhtml#ac955c978e18cc9bf6daea31f13076fba">string_from_activation_func()</a>, <a class="el" href="namespacearm__compute.xhtml#abd15add5c6c7de5c8205ce236875aadd">string_from_border_mode()</a>, <a class="el" href="namespacearm__compute.xhtml#a106c203dd6af234d38452ea0ee7b2ddc">string_from_channel()</a>, <a class="el" href="namespacearm__compute.xhtml#aefa1d9648995e5eccc693c690e27aa88">string_from_data_type()</a>, <a class="el" href="namespacearm__compute.xhtml#a9c92c867fc64454545668d87b20979eb">string_from_format()</a>, <a class="el" href="namespacearm__compute.xhtml#ade34f5e72f050fd3665f3294dfb15850">string_from_interpolation_policy()</a>, <a class="el" href="namespacearm__compute.xhtml#a018795ab2489d17309e158ff5c060ab1">string_from_matrix_pattern()</a>, <a class="el" href="namespacearm__compute.xhtml#a14831547f57ecf5f0deef888ad41ad30">string_from_non_linear_filter_function()</a>, <a class="el" href="namespacearm__compute.xhtml#afb5698af5404d5d11e3516c87b6e7041">string_from_norm_type()</a>, <a class="el" href="namespacearm__compute.xhtml#a84a03e85d2c40bf54ec8cdd5e3715c58">string_from_pooling_type()</a>, <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor::type</a>, and <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58aef9ef3ebca4d2b64b6ec83808bafa5f2">U16</a>.</p>
-<div class="fragment"><div class="line"><a name="l00560"></a><span class="lineno">  560</span>&#160;{</div><div class="line"><a name="l00561"></a><span class="lineno">  561</span>&#160;    <span class="keyword">auto</span> gez = [](<span class="keyword">const</span> int16_t v)</div><div class="line"><a name="l00562"></a><span class="lineno">  562</span>&#160;    {</div><div class="line"><a name="l00563"></a><span class="lineno">  563</span>&#160;        <span class="keywordflow">return</span> v &gt;= 0;</div><div class="line"><a name="l00564"></a><span class="lineno">  564</span>&#160;    };</div><div class="line"><a name="l00565"></a><span class="lineno">  565</span>&#160;</div><div class="line"><a name="l00566"></a><span class="lineno">  566</span>&#160;    <span class="keyword">const</span> <span class="keywordtype">bool</span> only_positive_coefficients = std::all_of(conv, conv + <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, gez);</div><div class="line"><a name="l00567"></a><span class="lineno">  567</span>&#160;</div><div class="line"><a name="l00568"></a><span class="lineno">  568</span>&#160;    <span class="keywordflow">if</span>(only_positive_coefficients)</div><div class="line"><a name="l00569"></a><span class="lineno">  569</span>&#160;    {</div><div class="line"><a name="l00570"></a><span class="lineno">  570</span>&#160;        <span class="keyword">const</span> <span class="keywordtype">int</span> max_conv_value = <a class="code" href="accumulate_8cl.xhtml#a00e540076dd545ad59ac7482f8cdf514">std::accumulate</a>(conv, conv + <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, 0) * UINT8_MAX;</div><div class="line"><a name="l00571"></a><span class="lineno">  571</span>&#160;        <span class="keywordflow">if</span>(max_conv_value &lt;= UINT16_MAX)</div><div class="line"><a name="l00572"></a><span class="lineno">  572</span>&#160;        {</div><div class="line"><a name="l00573"></a><span class="lineno">  573</span>&#160;            <span class="keywordflow">return</span> DataType::U16;</div><div class="line"><a name="l00574"></a><span class="lineno">  574</span>&#160;        }</div><div class="line"><a name="l00575"></a><span class="lineno">  575</span>&#160;        <span class="keywordflow">else</span></div><div class="line"><a name="l00576"></a><span class="lineno">  576</span>&#160;        {</div><div class="line"><a name="l00577"></a><span class="lineno">  577</span>&#160;            <span class="keywordflow">return</span> DataType::S32;</div><div class="line"><a name="l00578"></a><span class="lineno">  578</span>&#160;        }</div><div class="line"><a name="l00579"></a><span class="lineno">  579</span>&#160;    }</div><div class="line"><a name="l00580"></a><span class="lineno">  580</span>&#160;    <span class="keywordflow">else</span></div><div class="line"><a name="l00581"></a><span class="lineno">  581</span>&#160;    {</div><div class="line"><a name="l00582"></a><span class="lineno">  582</span>&#160;        <span class="keyword">const</span> <span class="keywordtype">int</span> min_value = <a class="code" href="accumulate_8cl.xhtml#a00e540076dd545ad59ac7482f8cdf514">std::accumulate</a>(conv, conv + <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, 0, [](<span class="keywordtype">int</span> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <span class="keywordtype">int</span> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>)</div><div class="line"><a name="l00583"></a><span class="lineno">  583</span>&#160;        {</div><div class="line"><a name="l00584"></a><span class="lineno">  584</span>&#160;            <span class="keywordflow">return</span> b &lt; 0 ? a + b : <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>;</div><div class="line"><a name="l00585"></a><span class="lineno">  585</span>&#160;        })</div><div class="line"><a name="l00586"></a><span class="lineno">  586</span>&#160;        * UINT8_MAX;</div><div class="line"><a name="l00587"></a><span class="lineno">  587</span>&#160;</div><div class="line"><a name="l00588"></a><span class="lineno">  588</span>&#160;        <span class="keyword">const</span> <span class="keywordtype">int</span> max_value = <a class="code" href="accumulate_8cl.xhtml#a00e540076dd545ad59ac7482f8cdf514">std::accumulate</a>(conv, conv + <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, 0, [](<span class="keywordtype">int</span> a, <span class="keywordtype">int</span> b)</div><div class="line"><a name="l00589"></a><span class="lineno">  589</span>&#160;        {</div><div class="line"><a name="l00590"></a><span class="lineno">  590</span>&#160;            <span class="keywordflow">return</span> b &gt; 0 ? a + b : <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>;</div><div class="line"><a name="l00591"></a><span class="lineno">  591</span>&#160;        })</div><div class="line"><a name="l00592"></a><span class="lineno">  592</span>&#160;        * UINT8_MAX;</div><div class="line"><a name="l00593"></a><span class="lineno">  593</span>&#160;</div><div class="line"><a name="l00594"></a><span class="lineno">  594</span>&#160;        <span class="keywordflow">if</span>((INT16_MIN &lt;= min_value) &amp;&amp; (INT16_MAX &gt;= max_value))</div><div class="line"><a name="l00595"></a><span class="lineno">  595</span>&#160;        {</div><div class="line"><a name="l00596"></a><span class="lineno">  596</span>&#160;            <span class="keywordflow">return</span> DataType::S16;</div><div class="line"><a name="l00597"></a><span class="lineno">  597</span>&#160;        }</div><div class="line"><a name="l00598"></a><span class="lineno">  598</span>&#160;        <span class="keywordflow">else</span></div><div class="line"><a name="l00599"></a><span class="lineno">  599</span>&#160;        {</div><div class="line"><a name="l00600"></a><span class="lineno">  600</span>&#160;            <span class="keywordflow">return</span> DataType::S32;</div><div class="line"><a name="l00601"></a><span class="lineno">  601</span>&#160;        }</div><div class="line"><a name="l00602"></a><span class="lineno">  602</span>&#160;    }</div><div class="line"><a name="l00603"></a><span class="lineno">  603</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
-<div class="ttc" id="hwc_8hpp_xhtml_ab2c6b258f02add8fdf4cfc7c371dd772"><div class="ttname"><a href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a></div><div class="ttdeci">uint32_t size</div><div class="ttdef"><b>Definition:</b> <a href="hwc_8hpp_source.xhtml#l00276">hwc.hpp:276</a></div></div>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">arm_compute::test::validation::a</a>, <a class="el" href="accumulate_8cl_source.xhtml#l00041">accumulate()</a>, <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">arm_compute::test::validation::b</a>, <a class="el" href="_c_l_2_convolution_8cpp_source.xhtml#l00119">arm_compute::test::validation::border_mode</a>, <a class="el" href="namespacearm__compute.xhtml#a5c7b26988083a67a91cd3e7962f38521">deconvolution_output_dimensions()</a>, <a class="el" href="namespacearm__compute.xhtml#a7d57332eb91a8735f173556b3caf6236">deconvolution_output_shape()</a>, <a class="el" href="namespacearm__compute.xhtml#a532fb45c0261724a4c2e755cfd3a44e6">lower_string()</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a6e0b0886efb94aec797f6b830329b72c">S16</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58aa1e28eee0339658d39a8b4d325b56e9c">S32</a>, <a class="el" href="namespacearm__compute.xhtml#a3d3d8bf7b86db4d7d4ebfe5b332f41b3">scaled_dimensions()</a>, <a class="el" href="namespacearm__compute.xhtml#ac955c978e18cc9bf6daea31f13076fba">string_from_activation_func()</a>, <a class="el" href="namespacearm__compute.xhtml#abd15add5c6c7de5c8205ce236875aadd">string_from_border_mode()</a>, <a class="el" href="namespacearm__compute.xhtml#a106c203dd6af234d38452ea0ee7b2ddc">string_from_channel()</a>, <a class="el" href="namespacearm__compute.xhtml#aefa1d9648995e5eccc693c690e27aa88">string_from_data_type()</a>, <a class="el" href="namespacearm__compute.xhtml#a9c92c867fc64454545668d87b20979eb">string_from_format()</a>, <a class="el" href="namespacearm__compute.xhtml#ade34f5e72f050fd3665f3294dfb15850">string_from_interpolation_policy()</a>, <a class="el" href="namespacearm__compute.xhtml#a018795ab2489d17309e158ff5c060ab1">string_from_matrix_pattern()</a>, <a class="el" href="namespacearm__compute.xhtml#a14831547f57ecf5f0deef888ad41ad30">string_from_non_linear_filter_function()</a>, <a class="el" href="namespacearm__compute.xhtml#afb5698af5404d5d11e3516c87b6e7041">string_from_norm_type()</a>, <a class="el" href="namespacearm__compute.xhtml#a84a03e85d2c40bf54ec8cdd5e3715c58">string_from_pooling_type()</a>, <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor::type</a>, and <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58aef9ef3ebca4d2b64b6ec83808bafa5f2">U16</a>.</p>
+<div class="fragment"><div class="line"><a name="l00560"></a><span class="lineno">  560</span>&#160;{</div><div class="line"><a name="l00561"></a><span class="lineno">  561</span>&#160;    <span class="keyword">auto</span> gez = [](<span class="keyword">const</span> int16_t v)</div><div class="line"><a name="l00562"></a><span class="lineno">  562</span>&#160;    {</div><div class="line"><a name="l00563"></a><span class="lineno">  563</span>&#160;        <span class="keywordflow">return</span> v &gt;= 0;</div><div class="line"><a name="l00564"></a><span class="lineno">  564</span>&#160;    };</div><div class="line"><a name="l00565"></a><span class="lineno">  565</span>&#160;</div><div class="line"><a name="l00566"></a><span class="lineno">  566</span>&#160;    <span class="keyword">const</span> <span class="keywordtype">bool</span> only_positive_coefficients = std::all_of(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#adf88bb8e946175c496fb362aa458128b">conv</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#adf88bb8e946175c496fb362aa458128b">conv</a> + <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, gez);</div><div class="line"><a name="l00567"></a><span class="lineno">  567</span>&#160;</div><div class="line"><a name="l00568"></a><span class="lineno">  568</span>&#160;    <span class="keywordflow">if</span>(only_positive_coefficients)</div><div class="line"><a name="l00569"></a><span class="lineno">  569</span>&#160;    {</div><div class="line"><a name="l00570"></a><span class="lineno">  570</span>&#160;        <span class="keyword">const</span> <span class="keywordtype">int</span> max_conv_value = <a class="code" href="accumulate_8cl.xhtml#a00e540076dd545ad59ac7482f8cdf514">std::accumulate</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#adf88bb8e946175c496fb362aa458128b">conv</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#adf88bb8e946175c496fb362aa458128b">conv</a> + <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, 0) * UINT8_MAX;</div><div class="line"><a name="l00571"></a><span class="lineno">  571</span>&#160;        <span class="keywordflow">if</span>(max_conv_value &lt;= UINT16_MAX)</div><div class="line"><a name="l00572"></a><span class="lineno">  572</span>&#160;        {</div><div class="line"><a name="l00573"></a><span class="lineno">  573</span>&#160;            <span class="keywordflow">return</span> DataType::U16;</div><div class="line"><a name="l00574"></a><span class="lineno">  574</span>&#160;        }</div><div class="line"><a name="l00575"></a><span class="lineno">  575</span>&#160;        <span class="keywordflow">else</span></div><div class="line"><a name="l00576"></a><span class="lineno">  576</span>&#160;        {</div><div class="line"><a name="l00577"></a><span class="lineno">  577</span>&#160;            <span class="keywordflow">return</span> DataType::S32;</div><div class="line"><a name="l00578"></a><span class="lineno">  578</span>&#160;        }</div><div class="line"><a name="l00579"></a><span class="lineno">  579</span>&#160;    }</div><div class="line"><a name="l00580"></a><span class="lineno">  580</span>&#160;    <span class="keywordflow">else</span></div><div class="line"><a name="l00581"></a><span class="lineno">  581</span>&#160;    {</div><div class="line"><a name="l00582"></a><span class="lineno">  582</span>&#160;        <span class="keyword">const</span> <span class="keywordtype">int</span> min_value = <a class="code" href="accumulate_8cl.xhtml#a00e540076dd545ad59ac7482f8cdf514">std::accumulate</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#adf88bb8e946175c496fb362aa458128b">conv</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#adf88bb8e946175c496fb362aa458128b">conv</a> + <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, 0, [](<span class="keywordtype">int</span> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <span class="keywordtype">int</span> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>)</div><div class="line"><a name="l00583"></a><span class="lineno">  583</span>&#160;        {</div><div class="line"><a name="l00584"></a><span class="lineno">  584</span>&#160;            <span class="keywordflow">return</span> b &lt; 0 ? a + b : <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>;</div><div class="line"><a name="l00585"></a><span class="lineno">  585</span>&#160;        })</div><div class="line"><a name="l00586"></a><span class="lineno">  586</span>&#160;        * UINT8_MAX;</div><div class="line"><a name="l00587"></a><span class="lineno">  587</span>&#160;</div><div class="line"><a name="l00588"></a><span class="lineno">  588</span>&#160;        <span class="keyword">const</span> <span class="keywordtype">int</span> max_value = <a class="code" href="accumulate_8cl.xhtml#a00e540076dd545ad59ac7482f8cdf514">std::accumulate</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#adf88bb8e946175c496fb362aa458128b">conv</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#adf88bb8e946175c496fb362aa458128b">conv</a> + <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, 0, [](<span class="keywordtype">int</span> a, <span class="keywordtype">int</span> b)</div><div class="line"><a name="l00589"></a><span class="lineno">  589</span>&#160;        {</div><div class="line"><a name="l00590"></a><span class="lineno">  590</span>&#160;            <span class="keywordflow">return</span> b &gt; 0 ? a + b : <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>;</div><div class="line"><a name="l00591"></a><span class="lineno">  591</span>&#160;        })</div><div class="line"><a name="l00592"></a><span class="lineno">  592</span>&#160;        * UINT8_MAX;</div><div class="line"><a name="l00593"></a><span class="lineno">  593</span>&#160;</div><div class="line"><a name="l00594"></a><span class="lineno">  594</span>&#160;        <span class="keywordflow">if</span>((INT16_MIN &lt;= min_value) &amp;&amp; (INT16_MAX &gt;= max_value))</div><div class="line"><a name="l00595"></a><span class="lineno">  595</span>&#160;        {</div><div class="line"><a name="l00596"></a><span class="lineno">  596</span>&#160;            <span class="keywordflow">return</span> DataType::S16;</div><div class="line"><a name="l00597"></a><span class="lineno">  597</span>&#160;        }</div><div class="line"><a name="l00598"></a><span class="lineno">  598</span>&#160;        <span class="keywordflow">else</span></div><div class="line"><a name="l00599"></a><span class="lineno">  599</span>&#160;        {</div><div class="line"><a name="l00600"></a><span class="lineno">  600</span>&#160;            <span class="keywordflow">return</span> DataType::S32;</div><div class="line"><a name="l00601"></a><span class="lineno">  601</span>&#160;        }</div><div class="line"><a name="l00602"></a><span class="lineno">  602</span>&#160;    }</div><div class="line"><a name="l00603"></a><span class="lineno">  603</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_adf88bb8e946175c496fb362aa458128b"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#adf88bb8e946175c496fb362aa458128b">arm_compute::test::validation::conv</a></div><div class="ttdeci">int16_t conv[25]</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_2_convolution_8cpp_source.xhtml#l00126">Convolution.cpp:126</a></div></div>
+<div class="ttc" id="hwc_8hpp_xhtml_ab2c6b258f02add8fdf4cfc7c371dd772"><div class="ttname"><a href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a></div><div class="ttdeci">uint32_t size</div><div class="ttdef"><b>Definition:</b> <a href="hwc_8hpp_source.xhtml#l00286">hwc.hpp:286</a></div></div>
 <div class="ttc" id="accumulate_8cl_xhtml_a00e540076dd545ad59ac7482f8cdf514"><div class="ttname"><a href="accumulate_8cl.xhtml#a00e540076dd545ad59ac7482f8cdf514">accumulate</a></div><div class="ttdeci">__kernel void accumulate(__global uchar *input_ptr, uint input_stride_x, uint input_step_x, uint input_stride_y, uint input_step_y, uint input_offset_first_element_in_bytes, __global uchar *accu_ptr, uint accu_stride_x, uint accu_step_x, uint accu_stride_y, uint accu_step_y, uint accu_offset_first_element_in_bytes)</div><div class="ttdoc">This function accumulates an input image into output image. </div><div class="ttdef"><b>Definition:</b> <a href="accumulate_8cl_source.xhtml#l00041">accumulate.cl:41</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -8613,12 +8781,12 @@
 
 <p>References <a class="el" href="core_2_error_8h_source.xhtml#l00238">ARM_COMPUTE_ERROR</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a56d8353718e6fdc78b8d69078a2cdb94">F16</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a44ad4ef5a76e6aa6fb3e3fa079a54fda">F32</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58ab08f0cb36474118c5bbc03b3a172a778">IYUV</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a202f5d8c2c70d31048154d8b8b28e755">NV12</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a8e9f6aa1af7e0abbc7e64521e6ffe1b4">NV21</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a30ff380a3be74628024063a99fba10f0">RGB888</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a165f06116e7b8d9b2481dfc805db4619">RGBA8888</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a6e0b0886efb94aec797f6b830329b72c">S16</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58aa1e28eee0339658d39a8b4d325b56e9c">S32</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58aef9ef3ebca4d2b64b6ec83808bafa5f2">U16</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58ac8bd5bedff8ef192d39a962afc0e19ee">U32</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a6669348b484e3008dca2bfa8e85e40b5">U8</a>, <a class="el" href="namespacearm__compute.xhtml#a3a440b3893fa10608d4428958be1c52ea696b031073e74bf2cb98e5ef201d4aa3">UNKNOWN</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a079eb95759d2ad31254f659d63651825">UV88</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58af557448a61ad2927194f63442e131dfa">UYVY422</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a11cfa56ee0ddbbc30a2fd189d7475f4c">YUV444</a>, and <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a481e7a6945eb9f23e87f2de780b2e164">YUYV422</a>.</p>
 
-<p>Referenced by <a class="el" href="_c_l_2_harris_corners_8cpp_source.xhtml#l00057">arm_compute::test::validation::DATA_TEST_CASE()</a>, <a class="el" href="_simple_tensor_8h_source.xhtml#l00281">SimpleTensor&lt; T &gt;::data_type()</a>, <a class="el" href="_magnitude_fixture_8h_source.xhtml#l00046">MagnitudeValidationFixture&lt; TensorType, AccessorType, FunctionType, T &gt;::setup()</a>, <a class="el" href="_phase_fixture_8h_source.xhtml#l00046">PhaseValidationFixture&lt; TensorType, AccessorType, FunctionType, T &gt;::setup()</a>, <a class="el" href="_harris_corners_fixture_8h_source.xhtml#l00050">HarrisCornersValidationFixture&lt; TensorType, AccessorType, ArrayType, FunctionType, T &gt;::setup()</a>, <a class="el" href="_scharr_fixture_8h_source.xhtml#l00070">ScharrValidationFixture&lt; TensorType, AccessorType, FunctionType, T, U &gt;::setup()</a>, and <a class="el" href="_sobel_fixture_8h_source.xhtml#l00105">SobelValidationFixture&lt; TensorType, AccessorType, FunctionType, T, U &gt;::setup()</a>.</p>
+<p>Referenced by <a class="el" href="validation_2_c_l_2_harris_corners_8cpp_source.xhtml#l00058">arm_compute::test::validation::DATA_TEST_CASE()</a>, <a class="el" href="_simple_tensor_8h_source.xhtml#l00282">SimpleTensor&lt; T &gt;::data_type()</a>, <a class="el" href="validation_2fixtures_2_magnitude_fixture_8h_source.xhtml#l00046">MagnitudeValidationFixture&lt; TensorType, AccessorType, FunctionType, T &gt;::setup()</a>, <a class="el" href="_phase_fixture_8h_source.xhtml#l00046">PhaseValidationFixture&lt; TensorType, AccessorType, FunctionType, T &gt;::setup()</a>, <a class="el" href="_derivative_fixture_8h_source.xhtml#l00047">DerivativeValidationFixture&lt; TensorType, AccessorType, FunctionType, T, U &gt;::setup()</a>, <a class="el" href="_h_o_g_descriptor_fixture_8h_source.xhtml#l00048">HOGDescriptorValidationFixture&lt; TensorType, HOGType, AccessorType, FunctionType, T, U &gt;::setup()</a>, <a class="el" href="_scharr_fixture_8h_source.xhtml#l00070">ScharrValidationFixture&lt; TensorType, AccessorType, FunctionType, T, U &gt;::setup()</a>, and <a class="el" href="_sobel_fixture_8h_source.xhtml#l00105">SobelValidationFixture&lt; TensorType, AccessorType, FunctionType, T, U &gt;::setup()</a>.</p>
 <div class="fragment"><div class="line"><a name="l00196"></a><span class="lineno">  196</span>&#160;{</div><div class="line"><a name="l00197"></a><span class="lineno">  197</span>&#160;    <span class="keywordflow">switch</span>(format)</div><div class="line"><a name="l00198"></a><span class="lineno">  198</span>&#160;    {</div><div class="line"><a name="l00199"></a><span class="lineno">  199</span>&#160;        <span class="keywordflow">case</span> Format::U8:</div><div class="line"><a name="l00200"></a><span class="lineno">  200</span>&#160;        <span class="keywordflow">case</span> Format::UV88:</div><div class="line"><a name="l00201"></a><span class="lineno">  201</span>&#160;        <span class="keywordflow">case</span> Format::RGB888:</div><div class="line"><a name="l00202"></a><span class="lineno">  202</span>&#160;        <span class="keywordflow">case</span> Format::RGBA8888:</div><div class="line"><a name="l00203"></a><span class="lineno">  203</span>&#160;        <span class="keywordflow">case</span> Format::YUYV422:</div><div class="line"><a name="l00204"></a><span class="lineno">  204</span>&#160;        <span class="keywordflow">case</span> Format::UYVY422:</div><div class="line"><a name="l00205"></a><span class="lineno">  205</span>&#160;            <span class="keywordflow">return</span> DataType::U8;</div><div class="line"><a name="l00206"></a><span class="lineno">  206</span>&#160;        <span class="keywordflow">case</span> Format::U16:</div><div class="line"><a name="l00207"></a><span class="lineno">  207</span>&#160;            <span class="keywordflow">return</span> DataType::U16;</div><div class="line"><a name="l00208"></a><span class="lineno">  208</span>&#160;        <span class="keywordflow">case</span> Format::S16:</div><div class="line"><a name="l00209"></a><span class="lineno">  209</span>&#160;            <span class="keywordflow">return</span> DataType::S16;</div><div class="line"><a name="l00210"></a><span class="lineno">  210</span>&#160;        <span class="keywordflow">case</span> Format::U32:</div><div class="line"><a name="l00211"></a><span class="lineno">  211</span>&#160;            <span class="keywordflow">return</span> DataType::U32;</div><div class="line"><a name="l00212"></a><span class="lineno">  212</span>&#160;        <span class="keywordflow">case</span> Format::S32:</div><div class="line"><a name="l00213"></a><span class="lineno">  213</span>&#160;            <span class="keywordflow">return</span> DataType::S32;</div><div class="line"><a name="l00214"></a><span class="lineno">  214</span>&#160;        <span class="keywordflow">case</span> Format::F16:</div><div class="line"><a name="l00215"></a><span class="lineno">  215</span>&#160;            <span class="keywordflow">return</span> DataType::F16;</div><div class="line"><a name="l00216"></a><span class="lineno">  216</span>&#160;        <span class="keywordflow">case</span> Format::F32:</div><div class="line"><a name="l00217"></a><span class="lineno">  217</span>&#160;            <span class="keywordflow">return</span> DataType::F32;</div><div class="line"><a name="l00218"></a><span class="lineno">  218</span>&#160;        <span class="comment">//Doesn&#39;t make sense for planar formats:</span></div><div class="line"><a name="l00219"></a><span class="lineno">  219</span>&#160;        <span class="keywordflow">case</span> Format::NV12:</div><div class="line"><a name="l00220"></a><span class="lineno">  220</span>&#160;        <span class="keywordflow">case</span> Format::NV21:</div><div class="line"><a name="l00221"></a><span class="lineno">  221</span>&#160;        <span class="keywordflow">case</span> Format::IYUV:</div><div class="line"><a name="l00222"></a><span class="lineno">  222</span>&#160;        <span class="keywordflow">case</span> Format::YUV444:</div><div class="line"><a name="l00223"></a><span class="lineno">  223</span>&#160;        <span class="keywordflow">default</span>:</div><div class="line"><a name="l00224"></a><span class="lineno">  224</span>&#160;            <a class="code" href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a>(<span class="stringliteral">&quot;Not supported data_type for given format&quot;</span>);</div><div class="line"><a name="l00225"></a><span class="lineno">  225</span>&#160;            <span class="keywordflow">return</span> DataType::UNKNOWN;</div><div class="line"><a name="l00226"></a><span class="lineno">  226</span>&#160;    }</div><div class="line"><a name="l00227"></a><span class="lineno">  227</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a05b19c75afe9c24200a62b9724734bbd"><div class="ttname"><a href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR(...)</div><div class="ttdoc">Print the given message then throw an std::runtime_error. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00238">Error.h:238</a></div></div>
 </div><!-- fragment -->
 </div>
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-<a class="anchor" id="a29f1002e9a609eb71ee6b74a888de12a"></a>
+<a class="anchor" id="a5c7b26988083a67a91cd3e7962f38521"></a>
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@@ -8662,31 +8830,25 @@
           <td class="paramkey"></td>
           <td></td>
           <td class="paramtype">unsigned int&#160;</td>
-          <td class="paramname"><em>ax</em>, </td>
+          <td class="paramname"><em>inner_border_right</em>, </td>
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         <tr>
           <td class="paramkey"></td>
           <td></td>
           <td class="paramtype">unsigned int&#160;</td>
-          <td class="paramname"><em>ay</em>, </td>
+          <td class="paramname"><em>inner_border_top</em>, </td>
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         <tr>
           <td class="paramkey"></td>
           <td></td>
-          <td class="paramtype">float&#160;</td>
-          <td class="paramname"><em>upscalex</em>, </td>
+          <td class="paramtype">unsigned int&#160;</td>
+          <td class="paramname"><em>stride_x</em>, </td>
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         <tr>
           <td class="paramkey"></td>
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-          <td class="paramtype">float&#160;</td>
-          <td class="paramname"><em>upscaley</em>, </td>
-        </tr>
-        <tr>
-          <td class="paramkey"></td>
-          <td></td>
-          <td class="paramtype"><a class="el" href="namespacearm__compute.xhtml#a1fece1bd804e64f39f602d1c3969849a">DimensionRoundingType</a>&#160;</td>
-          <td class="paramname"><em>round</em>&#160;</td>
+          <td class="paramtype">unsigned int&#160;</td>
+          <td class="paramname"><em>stride_y</em>&#160;</td>
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     <tr><td class="paramdir">[in]</td><td class="paramname">kernel_height</td><td><a class="el" href="classarm__compute_1_1_kernel.xhtml" title="Kernel class. ">Kernel</a> height. </td></tr>
     <tr><td class="paramdir">[in]</td><td class="paramname">padx</td><td>X axis padding. </td></tr>
     <tr><td class="paramdir">[in]</td><td class="paramname">pady</td><td>Y axis padding. </td></tr>
-    <tr><td class="paramdir">[in]</td><td class="paramname">ax</td><td>The number of zeros added to right edge of the input. </td></tr>
-    <tr><td class="paramdir">[in]</td><td class="paramname">ay</td><td>The number of zeros added to top edge of the input. </td></tr>
-    <tr><td class="paramdir">[in]</td><td class="paramname">upscalex</td><td>How much to scale the X axis. </td></tr>
-    <tr><td class="paramdir">[in]</td><td class="paramname">upscaley</td><td>How much to scale the Y axis. </td></tr>
-    <tr><td class="paramdir">[in]</td><td class="paramname">round</td><td>Rounding policy to be used when computing the output's dimensions.</td></tr>
+    <tr><td class="paramdir">[in]</td><td class="paramname">inner_border_right</td><td>The number of zeros added to right edge of the input. </td></tr>
+    <tr><td class="paramdir">[in]</td><td class="paramname">inner_border_top</td><td>The number of zeros added to top edge of the input. </td></tr>
+    <tr><td class="paramdir">[in]</td><td class="paramname">stride_x</td><td>X axis input stride. </td></tr>
+    <tr><td class="paramdir">[in]</td><td class="paramname">stride_y</td><td>Y axis input stride.</td></tr>
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   </dd>
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 <dl class="section return"><dt>Returns</dt><dd>A pair with the new width in the first position and the new height in the second. </dd></dl>
 
-<p>Referenced by <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml#l00559">data_type_for_convolution_matrix()</a>, and <a class="el" href="_deconvolution_layer_fixture_8h_source.xhtml#l00150">DeconvolutionValidationFixture&lt; TensorType, AccessorType, FunctionType, T, kernel_size_x, kernel_size_y &gt;::setup()</a>.</p>
+<p>Referenced by <a class="el" href="_c_l_2_deconvolution_layer_8cpp_source.xhtml#l00059">arm_compute::test::validation::DATA_TEST_CASE()</a>, <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml#l00559">data_type_for_convolution_matrix()</a>, and <a class="el" href="_deconvolution_layer_fixture_8h_source.xhtml#l00141">DeconvolutionValidationFixture&lt; TensorType, AccessorType, FunctionType, T, kernel_size_x, kernel_size_y &gt;::setup()</a>.</p>
 
 </div>
 </div>
@@ -8760,7 +8921,7 @@
 </dl>
 <dl class="section return"><dt>Returns</dt><dd>Deconvolution output tensor shape. </dd></dl>
 
-<p>Referenced by <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml#l00559">data_type_for_convolution_matrix()</a>, and <a class="el" href="_deconvolution_layer_fixture_8h_source.xhtml#l00150">DeconvolutionValidationFixture&lt; TensorType, AccessorType, FunctionType, T, kernel_size_x, kernel_size_y &gt;::setup()</a>.</p>
+<p>Referenced by <a class="el" href="_c_l_2_deconvolution_layer_8cpp_source.xhtml#l00059">arm_compute::test::validation::DATA_TEST_CASE()</a>, <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml#l00559">data_type_for_convolution_matrix()</a>, and <a class="el" href="_deconvolution_layer_fixture_8h_source.xhtml#l00141">DeconvolutionValidationFixture&lt; TensorType, AccessorType, FunctionType, T, kernel_size_x, kernel_size_y &gt;::setup()</a>.</p>
 
 </div>
 </div>
@@ -9012,7 +9173,7 @@
 
 <p>References <a class="el" href="core_2_error_8h_source.xhtml#l00238">ARM_COMPUTE_ERROR</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a56d8353718e6fdc78b8d69078a2cdb94">F16</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a44ad4ef5a76e6aa6fb3e3fa079a54fda">F32</a>, <a class="el" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6af14462d71aa842202c3e4b272c7ec924">QASYMM8</a>, <a class="el" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a48d877702a2957f5a932c43a357866f9">QS16</a>, <a class="el" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6ad5695915456312560039ee411667cdbf">QS32</a>, <a class="el" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a11cde4d3551db3f9498d339a67189543">QS8</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a6e0b0886efb94aec797f6b830329b72c">S16</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58aa1e28eee0339658d39a8b4d325b56e9c">S32</a>, <a class="el" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6aafb0fced528eaac5fe170b763cda5975">S8</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58aef9ef3ebca4d2b64b6ec83808bafa5f2">U16</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58ac8bd5bedff8ef192d39a962afc0e19ee">U32</a>, and <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a6669348b484e3008dca2bfa8e85e40b5">U8</a>.</p>
 
-<p>Referenced by <a class="el" href="_simple_tensor_8h_source.xhtml#l00250">SimpleTensor&lt; T &gt;::element_size()</a>, <a class="el" href="_validate_8h_source.xhtml#l00865">error_on_value_not_representable_in_fixed_point()</a>, and <a class="el" href="_validation_8cpp_source.xhtml#l00173">arm_compute::test::validation::validate()</a>.</p>
+<p>Referenced by <a class="el" href="_simple_tensor_8h_source.xhtml#l00251">SimpleTensor&lt; T &gt;::element_size()</a>, <a class="el" href="_validate_8h_source.xhtml#l00865">error_on_value_not_representable_in_fixed_point()</a>, and <a class="el" href="_validation_8cpp_source.xhtml#l00181">arm_compute::test::validation::validate()</a>.</p>
 <div class="fragment"><div class="line"><a name="l00165"></a><span class="lineno">  165</span>&#160;{</div><div class="line"><a name="l00166"></a><span class="lineno">  166</span>&#160;    <span class="keywordflow">switch</span>(dt)</div><div class="line"><a name="l00167"></a><span class="lineno">  167</span>&#160;    {</div><div class="line"><a name="l00168"></a><span class="lineno">  168</span>&#160;        <span class="keywordflow">case</span> DataType::S8:</div><div class="line"><a name="l00169"></a><span class="lineno">  169</span>&#160;        <span class="keywordflow">case</span> DataType::U8:</div><div class="line"><a name="l00170"></a><span class="lineno">  170</span>&#160;        <span class="keywordflow">case</span> DataType::QS8:</div><div class="line"><a name="l00171"></a><span class="lineno">  171</span>&#160;        <span class="keywordflow">case</span> DataType::QASYMM8:</div><div class="line"><a name="l00172"></a><span class="lineno">  172</span>&#160;            <span class="keywordflow">return</span> 1;</div><div class="line"><a name="l00173"></a><span class="lineno">  173</span>&#160;        <span class="keywordflow">case</span> DataType::U16:</div><div class="line"><a name="l00174"></a><span class="lineno">  174</span>&#160;        <span class="keywordflow">case</span> DataType::S16:</div><div class="line"><a name="l00175"></a><span class="lineno">  175</span>&#160;        <span class="keywordflow">case</span> DataType::QS16:</div><div class="line"><a name="l00176"></a><span class="lineno">  176</span>&#160;        <span class="keywordflow">case</span> DataType::F16:</div><div class="line"><a name="l00177"></a><span class="lineno">  177</span>&#160;            <span class="keywordflow">return</span> 2;</div><div class="line"><a name="l00178"></a><span class="lineno">  178</span>&#160;        <span class="keywordflow">case</span> DataType::U32:</div><div class="line"><a name="l00179"></a><span class="lineno">  179</span>&#160;        <span class="keywordflow">case</span> DataType::S32:</div><div class="line"><a name="l00180"></a><span class="lineno">  180</span>&#160;        <span class="keywordflow">case</span> DataType::F32:</div><div class="line"><a name="l00181"></a><span class="lineno">  181</span>&#160;        <span class="keywordflow">case</span> DataType::QS32:</div><div class="line"><a name="l00182"></a><span class="lineno">  182</span>&#160;            <span class="keywordflow">return</span> 4;</div><div class="line"><a name="l00183"></a><span class="lineno">  183</span>&#160;        <span class="keywordflow">default</span>:</div><div class="line"><a name="l00184"></a><span class="lineno">  184</span>&#160;            <a class="code" href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a>(<span class="stringliteral">&quot;Undefined element size for given data type&quot;</span>);</div><div class="line"><a name="l00185"></a><span class="lineno">  185</span>&#160;            <span class="keywordflow">return</span> 0;</div><div class="line"><a name="l00186"></a><span class="lineno">  186</span>&#160;    }</div><div class="line"><a name="l00187"></a><span class="lineno">  187</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a05b19c75afe9c24200a62b9724734bbd"><div class="ttname"><a href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR(...)</div><div class="ttdoc">Print the given message then throw an std::runtime_error. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00238">Error.h:238</a></div></div>
 </div><!-- fragment -->
 </div>
@@ -9114,7 +9275,7 @@
 </dl>
 <dl class="section note"><dt>Note</dt><dd>If any dimension of the lws is greater than the global workgroup size then no lws will be passed. </dd></dl>
 
-<p>Referenced by <a class="el" href="_i_g_c_kernel_8h_source.xhtml#l00062">IGCKernel::BufferParam::BufferParam()</a>, and <a class="el" href="_i_c_l_kernel_8h_source.xhtml#l00155">ICLKernel::config_id()</a>.</p>
+<p>Referenced by <a class="el" href="_i_c_l_kernel_8h_source.xhtml#l00155">ICLKernel::config_id()</a>, and <a class="el" href="_i_g_c_kernel_8h_source.xhtml#l00103">IGCKernel::set_lws_hint()</a>.</p>
 
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 </div>
@@ -9172,7 +9333,7 @@
   </dd>
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-<p>Referenced by <a class="el" href="_framework_8cpp_source.xhtml#l00260">Framework::error_on_missing_assets()</a>, <a class="el" href="main_8cpp_source.xhtml#l00062">main()</a>, and <a class="el" href="core_2_error_8h_source.xhtml#l00089">Status::throw_if_error()</a>.</p>
+<p>Referenced by <a class="el" href="_framework_8cpp_source.xhtml#l00250">Framework::error_on_missing_assets()</a>, <a class="el" href="main_8cpp_source.xhtml#l00063">main()</a>, and <a class="el" href="core_2_error_8h_source.xhtml#l00089">Status::throw_if_error()</a>.</p>
 
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@@ -10314,11 +10475,11 @@
 
 <p>Definition at line <a class="el" href="_validate_8h_source.xhtml#l00429">429</a> of file <a class="el" href="_validate_8h_source.xhtml">Validate.h</a>.</p>
 
-<p>References <a class="el" href="core_2_error_8h_source.xhtml#l00208">ARM_COMPUTE_RETURN_ERROR_ON_LOC_MSG</a>, <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#a7cfb31af63202568efef5214acfbf3ba">ITensorInfo::data_type()</a>, <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#ab21a362740e892b6e913bd8db03b0e67">ITensorInfo::fixed_point_position()</a>, and <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml#l00777">is_data_type_fixed_point()</a>.</p>
+<p>References <a class="el" href="core_2_error_8h_source.xhtml#l00208">ARM_COMPUTE_RETURN_ERROR_ON_LOC_MSG</a>, <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#a7cfb31af63202568efef5214acfbf3ba">ITensorInfo::data_type()</a>, <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#ab21a362740e892b6e913bd8db03b0e67">ITensorInfo::fixed_point_position()</a>, and <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml#l00775">is_data_type_fixed_point()</a>.</p>
 
 <p>Referenced by <a class="el" href="_validate_8h_source.xhtml#l00468">error_on_mismatching_fixed_point()</a>.</p>
 <div class="fragment"><div class="line"><a name="l00431"></a><span class="lineno">  431</span>&#160;{</div><div class="line"><a name="l00432"></a><span class="lineno">  432</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6">DataType</a> &amp;&amp;first_data_type            = tensor_info_1-&gt;data_type();</div><div class="line"><a name="l00433"></a><span class="lineno">  433</span>&#160;    <span class="keyword">const</span> <span class="keywordtype">int</span>  first_fixed_point_position = tensor_info_1-&gt;fixed_point_position();</div><div class="line"><a name="l00434"></a><span class="lineno">  434</span>&#160;</div><div class="line"><a name="l00435"></a><span class="lineno">  435</span>&#160;    <span class="keywordflow">if</span>(!<a class="code" href="namespacearm__compute.xhtml#ab6bb62694ae8369d18a9c9687040975e">is_data_type_fixed_point</a>(first_data_type))</div><div class="line"><a name="l00436"></a><span class="lineno">  436</span>&#160;    {</div><div class="line"><a name="l00437"></a><span class="lineno">  437</span>&#160;        <span class="keywordflow">return</span> <a class="code" href="classarm__compute_1_1_status.xhtml">arm_compute::Status</a>{};</div><div class="line"><a name="l00438"></a><span class="lineno">  438</span>&#160;    }</div><div class="line"><a name="l00439"></a><span class="lineno">  439</span>&#160;</div><div class="line"><a name="l00440"></a><span class="lineno">  440</span>&#160;    <span class="keyword">const</span> std::array &lt; <span class="keyword">const</span> ITensorInfo *, 1 + <span class="keyword">sizeof</span>...(Ts) &gt; tensor_infos_array{ { tensor_info_2, std::forward&lt;Ts&gt;(tensor_infos)... } };</div><div class="line"><a name="l00441"></a><span class="lineno">  441</span>&#160;    <a class="code" href="core_2_error_8h.xhtml#ab4ebbfbeedd9d66614ddbfdb14199cbf">ARM_COMPUTE_RETURN_ERROR_ON_LOC_MSG</a>(std::any_of(tensor_infos_array.begin(), tensor_infos_array.end(), [&amp;](<span class="keyword">const</span> ITensorInfo * tensor_info)</div><div class="line"><a name="l00442"></a><span class="lineno">  442</span>&#160;    {</div><div class="line"><a name="l00443"></a><span class="lineno">  443</span>&#160;        <span class="keywordflow">return</span> tensor_info-&gt;data_type() != first_data_type;</div><div class="line"><a name="l00444"></a><span class="lineno">  444</span>&#160;    }),</div><div class="line"><a name="l00445"></a><span class="lineno">  445</span>&#160;    <span class="keyword">function</span>, file, line, <span class="stringliteral">&quot;Tensors have different fixed point data types&quot;</span>);</div><div class="line"><a name="l00446"></a><span class="lineno">  446</span>&#160;    <a class="code" href="core_2_error_8h.xhtml#ab4ebbfbeedd9d66614ddbfdb14199cbf">ARM_COMPUTE_RETURN_ERROR_ON_LOC_MSG</a>(std::any_of(tensor_infos_array.begin(), tensor_infos_array.end(), [&amp;](<span class="keyword">const</span> ITensorInfo * tensor_info)</div><div class="line"><a name="l00447"></a><span class="lineno">  447</span>&#160;    {</div><div class="line"><a name="l00448"></a><span class="lineno">  448</span>&#160;        <span class="keywordflow">return</span> tensor_info-&gt;fixed_point_position() != first_fixed_point_position;</div><div class="line"><a name="l00449"></a><span class="lineno">  449</span>&#160;    }),</div><div class="line"><a name="l00450"></a><span class="lineno">  450</span>&#160;    <span class="keyword">function</span>, file, line, <span class="stringliteral">&quot;Tensors have different fixed point positions&quot;</span>);</div><div class="line"><a name="l00451"></a><span class="lineno">  451</span>&#160;</div><div class="line"><a name="l00452"></a><span class="lineno">  452</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="classarm__compute_1_1_status.xhtml">arm_compute::Status</a>{};</div><div class="line"><a name="l00453"></a><span class="lineno">  453</span>&#160;}</div><div class="ttc" id="classarm__compute_1_1_status_xhtml"><div class="ttname"><a href="classarm__compute_1_1_status.xhtml">arm_compute::Status</a></div><div class="ttdoc">Status class. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00039">Error.h:39</a></div></div>
-<div class="ttc" id="namespacearm__compute_xhtml_ab6bb62694ae8369d18a9c9687040975e"><div class="ttname"><a href="namespacearm__compute.xhtml#ab6bb62694ae8369d18a9c9687040975e">arm_compute::is_data_type_fixed_point</a></div><div class="ttdeci">bool is_data_type_fixed_point(DataType dt)</div><div class="ttdoc">Check if a given data type is of fixed point type. </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_utils_8h_source.xhtml#l00777">Utils.h:777</a></div></div>
+<div class="ttc" id="namespacearm__compute_xhtml_ab6bb62694ae8369d18a9c9687040975e"><div class="ttname"><a href="namespacearm__compute.xhtml#ab6bb62694ae8369d18a9c9687040975e">arm_compute::is_data_type_fixed_point</a></div><div class="ttdeci">bool is_data_type_fixed_point(DataType dt)</div><div class="ttdoc">Check if a given data type is of fixed point type. </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_utils_8h_source.xhtml#l00775">Utils.h:775</a></div></div>
 <div class="ttc" id="core_2_error_8h_xhtml_ab4ebbfbeedd9d66614ddbfdb14199cbf"><div class="ttname"><a href="core_2_error_8h.xhtml#ab4ebbfbeedd9d66614ddbfdb14199cbf">ARM_COMPUTE_RETURN_ERROR_ON_LOC_MSG</a></div><div class="ttdeci">#define ARM_COMPUTE_RETURN_ERROR_ON_LOC_MSG(cond, func, file, line,...)</div><div class="ttdoc">If the condition is true, an error is thrown. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00208">Error.h:208</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_ad8ed01ff3ff33333d8e19db4d2818bb6"><div class="ttname"><a href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6">arm_compute::DataType</a></div><div class="ttdeci">DataType</div><div class="ttdoc">Available data types. </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_types_8h_source.xhtml#l00071">Types.h:71</a></div></div>
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@@ -10636,12 +10797,12 @@
 
 <p>Definition at line <a class="el" href="_validate_8h_source.xhtml#l00494">494</a> of file <a class="el" href="_validate_8h_source.xhtml">Validate.h</a>.</p>
 
-<p>References <a class="el" href="core_2_error_8h_source.xhtml#l00208">ARM_COMPUTE_RETURN_ERROR_ON_LOC_MSG</a>, <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#a7cfb31af63202568efef5214acfbf3ba">ITensorInfo::data_type()</a>, <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml#l00796">is_data_type_quantized_asymmetric()</a>, and <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#a3f3e1a3200223e6a304a533b1016e749">ITensorInfo::quantization_info()</a>.</p>
+<p>References <a class="el" href="core_2_error_8h_source.xhtml#l00208">ARM_COMPUTE_RETURN_ERROR_ON_LOC_MSG</a>, <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#a7cfb31af63202568efef5214acfbf3ba">ITensorInfo::data_type()</a>, <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml#l00794">is_data_type_quantized_asymmetric()</a>, and <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#a3f3e1a3200223e6a304a533b1016e749">ITensorInfo::quantization_info()</a>.</p>
 
 <p>Referenced by <a class="el" href="_validate_8h_source.xhtml#l00533">error_on_mismatching_quantization_info()</a>.</p>
 <div class="fragment"><div class="line"><a name="l00496"></a><span class="lineno">  496</span>&#160;{</div><div class="line"><a name="l00497"></a><span class="lineno">  497</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6">DataType</a>             &amp;&amp;first_data_type         = tensor_info_1-&gt;data_type();</div><div class="line"><a name="l00498"></a><span class="lineno">  498</span>&#160;    <span class="keyword">const</span> QuantizationInfo first_quantization_info = tensor_info_1-&gt;quantization_info();</div><div class="line"><a name="l00499"></a><span class="lineno">  499</span>&#160;</div><div class="line"><a name="l00500"></a><span class="lineno">  500</span>&#160;    <span class="keywordflow">if</span>(!<a class="code" href="namespacearm__compute.xhtml#a14f46283f316e7f0fad301d5c1507e9f">is_data_type_quantized_asymmetric</a>(first_data_type))</div><div class="line"><a name="l00501"></a><span class="lineno">  501</span>&#160;    {</div><div class="line"><a name="l00502"></a><span class="lineno">  502</span>&#160;        <span class="keywordflow">return</span> <a class="code" href="classarm__compute_1_1_status.xhtml">arm_compute::Status</a>{};</div><div class="line"><a name="l00503"></a><span class="lineno">  503</span>&#160;    }</div><div class="line"><a name="l00504"></a><span class="lineno">  504</span>&#160;</div><div class="line"><a name="l00505"></a><span class="lineno">  505</span>&#160;    <span class="keyword">const</span> std::array &lt; <span class="keyword">const</span> ITensorInfo *, 1 + <span class="keyword">sizeof</span>...(Ts) &gt; tensor_infos_array{ { tensor_info_2, std::forward&lt;Ts&gt;(tensor_infos)... } };</div><div class="line"><a name="l00506"></a><span class="lineno">  506</span>&#160;    <a class="code" href="core_2_error_8h.xhtml#ab4ebbfbeedd9d66614ddbfdb14199cbf">ARM_COMPUTE_RETURN_ERROR_ON_LOC_MSG</a>(std::any_of(tensor_infos_array.begin(), tensor_infos_array.end(), [&amp;](<span class="keyword">const</span> ITensorInfo * tensor_info)</div><div class="line"><a name="l00507"></a><span class="lineno">  507</span>&#160;    {</div><div class="line"><a name="l00508"></a><span class="lineno">  508</span>&#160;        <span class="keywordflow">return</span> tensor_info-&gt;data_type() != first_data_type;</div><div class="line"><a name="l00509"></a><span class="lineno">  509</span>&#160;    }),</div><div class="line"><a name="l00510"></a><span class="lineno">  510</span>&#160;    <span class="keyword">function</span>, file, line, <span class="stringliteral">&quot;Tensors have different asymmetric quantized data types&quot;</span>);</div><div class="line"><a name="l00511"></a><span class="lineno">  511</span>&#160;    <a class="code" href="core_2_error_8h.xhtml#ab4ebbfbeedd9d66614ddbfdb14199cbf">ARM_COMPUTE_RETURN_ERROR_ON_LOC_MSG</a>(std::any_of(tensor_infos_array.begin(), tensor_infos_array.end(), [&amp;](<span class="keyword">const</span> ITensorInfo * tensor_info)</div><div class="line"><a name="l00512"></a><span class="lineno">  512</span>&#160;    {</div><div class="line"><a name="l00513"></a><span class="lineno">  513</span>&#160;        <span class="keywordflow">return</span> tensor_info-&gt;quantization_info() != first_quantization_info;</div><div class="line"><a name="l00514"></a><span class="lineno">  514</span>&#160;    }),</div><div class="line"><a name="l00515"></a><span class="lineno">  515</span>&#160;    <span class="keyword">function</span>, file, line, <span class="stringliteral">&quot;Tensors have different quantization information&quot;</span>);</div><div class="line"><a name="l00516"></a><span class="lineno">  516</span>&#160;</div><div class="line"><a name="l00517"></a><span class="lineno">  517</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="classarm__compute_1_1_status.xhtml">arm_compute::Status</a>{};</div><div class="line"><a name="l00518"></a><span class="lineno">  518</span>&#160;}</div><div class="ttc" id="classarm__compute_1_1_status_xhtml"><div class="ttname"><a href="classarm__compute_1_1_status.xhtml">arm_compute::Status</a></div><div class="ttdoc">Status class. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00039">Error.h:39</a></div></div>
 <div class="ttc" id="core_2_error_8h_xhtml_ab4ebbfbeedd9d66614ddbfdb14199cbf"><div class="ttname"><a href="core_2_error_8h.xhtml#ab4ebbfbeedd9d66614ddbfdb14199cbf">ARM_COMPUTE_RETURN_ERROR_ON_LOC_MSG</a></div><div class="ttdeci">#define ARM_COMPUTE_RETURN_ERROR_ON_LOC_MSG(cond, func, file, line,...)</div><div class="ttdoc">If the condition is true, an error is thrown. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00208">Error.h:208</a></div></div>
-<div class="ttc" id="namespacearm__compute_xhtml_a14f46283f316e7f0fad301d5c1507e9f"><div class="ttname"><a href="namespacearm__compute.xhtml#a14f46283f316e7f0fad301d5c1507e9f">arm_compute::is_data_type_quantized_asymmetric</a></div><div class="ttdeci">bool is_data_type_quantized_asymmetric(DataType dt)</div><div class="ttdoc">Check if a given data type is of asymmetric quantized type. </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_utils_8h_source.xhtml#l00796">Utils.h:796</a></div></div>
+<div class="ttc" id="namespacearm__compute_xhtml_a14f46283f316e7f0fad301d5c1507e9f"><div class="ttname"><a href="namespacearm__compute.xhtml#a14f46283f316e7f0fad301d5c1507e9f">arm_compute::is_data_type_quantized_asymmetric</a></div><div class="ttdeci">bool is_data_type_quantized_asymmetric(DataType dt)</div><div class="ttdoc">Check if a given data type is of asymmetric quantized type. </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_utils_8h_source.xhtml#l00794">Utils.h:794</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_ad8ed01ff3ff33333d8e19db4d2818bb6"><div class="ttname"><a href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6">arm_compute::DataType</a></div><div class="ttdeci">DataType</div><div class="ttdoc">Available data types. </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_types_8h_source.xhtml#l00071">Types.h:71</a></div></div>
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 </div>
@@ -11358,7 +11519,7 @@
 <div class="ttc" id="namespacearm__compute_xhtml_aefa1d9648995e5eccc693c690e27aa88"><div class="ttname"><a href="namespacearm__compute.xhtml#aefa1d9648995e5eccc693c690e27aa88">arm_compute::string_from_data_type</a></div><div class="ttdeci">const std::string &amp; string_from_data_type(DataType dt)</div><div class="ttdoc">Convert a data type identity into a string. </div></div>
 <div class="ttc" id="classarm__compute_1_1_status_xhtml"><div class="ttname"><a href="classarm__compute_1_1_status.xhtml">arm_compute::Status</a></div><div class="ttdoc">Status class. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00039">Error.h:39</a></div></div>
 <div class="ttc" id="core_2_error_8h_xhtml_ab4ebbfbeedd9d66614ddbfdb14199cbf"><div class="ttname"><a href="core_2_error_8h.xhtml#ab4ebbfbeedd9d66614ddbfdb14199cbf">ARM_COMPUTE_RETURN_ERROR_ON_LOC_MSG</a></div><div class="ttdeci">#define ARM_COMPUTE_RETURN_ERROR_ON_LOC_MSG(cond, func, file, line,...)</div><div class="ttdoc">If the condition is true, an error is thrown. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00208">Error.h:208</a></div></div>
-<div class="ttc" id="hwc_8hpp_xhtml_a0f61d63b009d0880a89c843bd50d8d76"><div class="ttname"><a href="hwc_8hpp.xhtml#a0f61d63b009d0880a89c843bd50d8d76">value</a></div><div class="ttdeci">void * value</div><div class="ttdef"><b>Definition:</b> <a href="hwc_8hpp_source.xhtml#l00269">hwc.hpp:269</a></div></div>
+<div class="ttc" id="hwc_8hpp_xhtml_a0f61d63b009d0880a89c843bd50d8d76"><div class="ttname"><a href="hwc_8hpp.xhtml#a0f61d63b009d0880a89c843bd50d8d76">value</a></div><div class="ttdeci">void * value</div><div class="ttdef"><b>Definition:</b> <a href="hwc_8hpp_source.xhtml#l00278">hwc.hpp:278</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_ad8ed01ff3ff33333d8e19db4d2818bb6"><div class="ttname"><a href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6">arm_compute::DataType</a></div><div class="ttdeci">DataType</div><div class="ttdoc">Available data types. </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_types_8h_source.xhtml#l00071">Types.h:71</a></div></div>
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@@ -11432,7 +11593,7 @@
 <div class="fragment"><div class="line"><a name="l00889"></a><span class="lineno">  889</span>&#160;{</div><div class="line"><a name="l00890"></a><span class="lineno">  890</span>&#160;    <a class="code" href="core_2_error_8h.xhtml#aab9171b209dda7cc9bb560486674c9f6">ARM_COMPUTE_RETURN_ERROR_ON_LOC</a>(tensor == <span class="keyword">nullptr</span>, <span class="keyword">function</span>, file, line);</div><div class="line"><a name="l00891"></a><span class="lineno">  891</span>&#160;    <a class="code" href="core_2_error_8h.xhtml#a8a1e1c105f0bdaf37db408c7cfcb77a4">ARM_COMPUTE_RETURN_ON_ERROR</a>(::<a class="code" href="namespacearm__compute.xhtml#a902b2c73a1317fd91a167e9d4d3f211b">arm_compute::error_on_value_not_representable_in_fixed_point</a>(<span class="keyword">function</span>, file, line, <a class="code" href="hwc_8hpp.xhtml#a0f61d63b009d0880a89c843bd50d8d76">value</a>, tensor-&gt;info()));</div><div class="line"><a name="l00892"></a><span class="lineno">  892</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="classarm__compute_1_1_status.xhtml">arm_compute::Status</a>{};</div><div class="line"><a name="l00893"></a><span class="lineno">  893</span>&#160;}</div><div class="ttc" id="classarm__compute_1_1_status_xhtml"><div class="ttname"><a href="classarm__compute_1_1_status.xhtml">arm_compute::Status</a></div><div class="ttdoc">Status class. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00039">Error.h:39</a></div></div>
 <div class="ttc" id="core_2_error_8h_xhtml_aab9171b209dda7cc9bb560486674c9f6"><div class="ttname"><a href="core_2_error_8h.xhtml#aab9171b209dda7cc9bb560486674c9f6">ARM_COMPUTE_RETURN_ERROR_ON_LOC</a></div><div class="ttdeci">#define ARM_COMPUTE_RETURN_ERROR_ON_LOC(cond, func, file, line)</div><div class="ttdoc">If the condition is true, an error is returned. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00231">Error.h:231</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a902b2c73a1317fd91a167e9d4d3f211b"><div class="ttname"><a href="namespacearm__compute.xhtml#a902b2c73a1317fd91a167e9d4d3f211b">arm_compute::error_on_value_not_representable_in_fixed_point</a></div><div class="ttdeci">arm_compute::Status error_on_value_not_representable_in_fixed_point(const char *function, const char *file, int line, float value, const ITensorInfo *tensor_info)</div><div class="ttdoc">Return an error if the fixed-point value is not representable in the specified Q format. </div><div class="ttdef"><b>Definition:</b> <a href="_validate_8h_source.xhtml#l00865">Validate.h:865</a></div></div>
-<div class="ttc" id="hwc_8hpp_xhtml_a0f61d63b009d0880a89c843bd50d8d76"><div class="ttname"><a href="hwc_8hpp.xhtml#a0f61d63b009d0880a89c843bd50d8d76">value</a></div><div class="ttdeci">void * value</div><div class="ttdef"><b>Definition:</b> <a href="hwc_8hpp_source.xhtml#l00269">hwc.hpp:269</a></div></div>
+<div class="ttc" id="hwc_8hpp_xhtml_a0f61d63b009d0880a89c843bd50d8d76"><div class="ttname"><a href="hwc_8hpp.xhtml#a0f61d63b009d0880a89c843bd50d8d76">value</a></div><div class="ttdeci">void * value</div><div class="ttdef"><b>Definition:</b> <a href="hwc_8hpp_source.xhtml#l00278">hwc.hpp:278</a></div></div>
 <div class="ttc" id="core_2_error_8h_xhtml_a8a1e1c105f0bdaf37db408c7cfcb77a4"><div class="ttname"><a href="core_2_error_8h.xhtml#a8a1e1c105f0bdaf37db408c7cfcb77a4">ARM_COMPUTE_RETURN_ON_ERROR</a></div><div class="ttdeci">#define ARM_COMPUTE_RETURN_ON_ERROR(status)</div><div class="ttdoc">Checks if a status contains an error and returns it. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00170">Error.h:170</a></div></div>
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@@ -11609,12 +11770,87 @@
   </dd>
 </dl>
 
-<p>Definition at line <a class="el" href="_helpers_8inl_source.xhtml#l00127">127</a> of file <a class="el" href="_helpers_8inl_source.xhtml">Helpers.inl</a>.</p>
+<p>Definition at line <a class="el" href="_helpers_8inl_source.xhtml#l00122">122</a> of file <a class="el" href="_helpers_8inl_source.xhtml">Helpers.inl</a>.</p>
 
-<p>References <a class="el" href="hwc_8hpp_source.xhtml#l00252">id</a>, and <a class="el" href="_window_8inl_source.xhtml#l00112">Window::validate()</a>.</p>
+<p>References <a class="el" href="hwc_8hpp_source.xhtml#l00259">id</a>, and <a class="el" href="_window_8inl_source.xhtml#l00128">Window::validate()</a>.</p>
 
-<p>Referenced by <a class="el" href="_graph_utils_8cpp_source.xhtml#l00088">PPMAccessor::access_tensor()</a>, <a class="el" href="_graph_utils_8cpp_source.xhtml#l00296">NumPyBinLoader::access_tensor()</a>, <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml#l00550">colorconvert_iyuv_to_nv12()</a>, <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml#l00445">colorconvert_iyuv_to_rgb()</a>, <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml#l00737">colorconvert_iyuv_to_yuv4()</a>, <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml#l00591">colorconvert_nv12_to_iyuv()</a>, <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml#l00389">colorconvert_nv12_to_rgb()</a>, <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml#l00686">colorconvert_nv12_to_yuv4()</a>, <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml#l00825">colorconvert_rgb_to_iyuv()</a>, <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml#l00789">colorconvert_rgb_to_nv12()</a>, <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml#l00303">colorconvert_rgb_to_rgbx()</a>, <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml#l00862">colorconvert_rgb_to_yuv4()</a>, <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml#l00327">colorconvert_rgbx_to_rgb()</a>, <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml#l00633">colorconvert_yuyv_to_iyuv()</a>, <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml#l00502">colorconvert_yuyv_to_nv12()</a>, <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml#l00351">colorconvert_yuyv_to_rgb()</a>, <a class="el" href="_assets_library_8h_source.xhtml#l00406">AssetsLibrary::fill()</a>, <a class="el" href="_assets_library_8h_source.xhtml#l00377">AssetsLibrary::fill_borders_with_garbage()</a>, <a class="el" href="utils_2_utils_8h_source.xhtml#l00296">PPMLoader::fill_image()</a>, <a class="el" href="_assets_library_8h_source.xhtml#l00661">AssetsLibrary::fill_layer_data()</a>, <a class="el" href="utils_2_utils_8h_source.xhtml#l00383">PPMLoader::fill_planar_tensor()</a>, <a class="el" href="utils_2_utils_8h_source.xhtml#l00839">arm_compute::utils::fill_random_tensor()</a>, <a class="el" href="utils_2_utils_8h_source.xhtml#l00545">NPYLoader::fill_tensor()</a>, <a class="el" href="_le_net5_network_8h_source.xhtml#l00161">LeNet5Network&lt; TensorType, arm_compute::test::Accessor, ActivationLayerFunction, ConvolutionLayerFunction, FullyConnectedLayerFunction, PoolingLayerFunction, SoftmaxLayerFunction &gt;::get_classifications()</a>, <a class="el" href="_mobile_net_network_8h_source.xhtml#l00170">MobileNetNetwork&lt; TensorType, arm_compute::test::Accessor, ActivationLayerFunction, ConvolutionLayerFunction, DirectConvolutionLayerFunction, DepthwiseConvolutionLayerFunction, ReshapeFunction, PoolingLayerFunction &gt;::get_classifications()</a>, <a class="el" href="_mobile_net_v1_network_8h_source.xhtml#l00205">MobileNetV1Network&lt; TensorType, arm_compute::test::Accessor, ActivationLayerFunction, BatchNormalizationLayerFunction, ConvolutionLayerFunction, DirectConvolutionLayerFunction, DepthwiseConvolutionFunction, ReshapeFunction, PoolingLayerFunction, SoftmaxLayerFunction &gt;::get_classifications()</a>, <a class="el" href="_alex_net_network_8h_source.xhtml#l00422">AlexNetNetwork&lt; ITensorType, TensorType, SubTensorType, arm_compute::test::Accessor, ActivationLayerFunction, ConvolutionLayerFunction, DirectConvolutionLayerFunction, FullyConnectedLayerFunction, NormalizationLayerFunction, PoolingLayerFunction, SoftmaxLayerFunction &gt;::get_classifications()</a>, <a class="el" href="utils_2_utils_8h_source.xhtml#l00792">arm_compute::utils::load_trained_data()</a>, <a class="el" href="neon__copy__objects_8cpp_source.xhtml#l00035">main_neon_copy_objects()</a>, <a class="el" href="_graph_utils_8cpp_source.xhtml#l00181">RandomAccessor::RandomAccessor()</a>, <a class="el" href="utils_2_utils_8h_source.xhtml#l00720">arm_compute::utils::save_to_npy()</a>, <a class="el" href="utils_2_utils_8h_source.xhtml#l00639">arm_compute::utils::save_to_ppm()</a>, and <a class="el" href="_dequantization_layer_fixture_8h_source.xhtml#l00050">DequantizationValidationFixedPointFixture&lt; TensorType, AccessorType, FunctionType, T &gt;::setup()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00128"></a><span class="lineno">  128</span>&#160;{</div><div class="line"><a name="l00129"></a><span class="lineno">  129</span>&#160;    w.validate();</div><div class="line"><a name="l00130"></a><span class="lineno">  130</span>&#160;</div><div class="line"><a name="l00131"></a><span class="lineno">  131</span>&#160;    Coordinates <a class="code" href="hwc_8hpp.xhtml#abaabdc509cdaba7df9f56c6c76f3ae19">id</a>;</div><div class="line"><a name="l00132"></a><span class="lineno">  132</span>&#160;    ForEachDimension&lt;Coordinates::num_max_dimensions&gt;::unroll(w, <span class="keywordtype">id</span>, std::forward&lt;L&gt;(lambda_function), std::forward&lt;Ts&gt;(iterators)...);</div><div class="line"><a name="l00133"></a><span class="lineno">  133</span>&#160;}</div><div class="ttc" id="hwc_8hpp_xhtml_abaabdc509cdaba7df9f56c6c76f3ae19"><div class="ttname"><a href="hwc_8hpp.xhtml#abaabdc509cdaba7df9f56c6c76f3ae19">id</a></div><div class="ttdeci">uint32_t id</div><div class="ttdef"><b>Definition:</b> <a href="hwc_8hpp_source.xhtml#l00252">hwc.hpp:252</a></div></div>
+<p>Referenced by <a class="el" href="_graph_utils_8cpp_source.xhtml#l00084">PPMAccessor::access_tensor()</a>, <a class="el" href="_graph_utils_8cpp_source.xhtml#l00314">NumPyBinLoader::access_tensor()</a>, <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml#l00550">colorconvert_iyuv_to_nv12()</a>, <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml#l00445">colorconvert_iyuv_to_rgb()</a>, <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml#l00737">colorconvert_iyuv_to_yuv4()</a>, <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml#l00591">colorconvert_nv12_to_iyuv()</a>, <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml#l00389">colorconvert_nv12_to_rgb()</a>, <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml#l00686">colorconvert_nv12_to_yuv4()</a>, <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml#l00825">colorconvert_rgb_to_iyuv()</a>, <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml#l00789">colorconvert_rgb_to_nv12()</a>, <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml#l00303">colorconvert_rgb_to_rgbx()</a>, <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml#l00862">colorconvert_rgb_to_yuv4()</a>, <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml#l00327">colorconvert_rgbx_to_rgb()</a>, <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml#l00633">colorconvert_yuyv_to_iyuv()</a>, <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml#l00502">colorconvert_yuyv_to_nv12()</a>, <a class="el" href="_n_e_color_convert_helper_8inl_source.xhtml#l00351">colorconvert_yuyv_to_rgb()</a>, <a class="el" href="_assets_library_8h_source.xhtml#l00417">AssetsLibrary::fill()</a>, <a class="el" href="_assets_library_8h_source.xhtml#l00388">AssetsLibrary::fill_borders_with_garbage()</a>, <a class="el" href="utils_2_utils_8h_source.xhtml#l00312">PPMLoader::fill_image()</a>, <a class="el" href="_assets_library_8h_source.xhtml#l00685">AssetsLibrary::fill_layer_data()</a>, <a class="el" href="utils_2_utils_8h_source.xhtml#l00399">PPMLoader::fill_planar_tensor()</a>, <a class="el" href="utils_2_utils_8h_source.xhtml#l00855">arm_compute::utils::fill_random_tensor()</a>, <a class="el" href="utils_2_utils_8h_source.xhtml#l00561">NPYLoader::fill_tensor()</a>, <a class="el" href="_le_net5_network_8h_source.xhtml#l00161">LeNet5Network&lt; TensorType, arm_compute::test::Accessor, ActivationLayerFunction, ConvolutionLayerFunction, FullyConnectedLayerFunction, PoolingLayerFunction, SoftmaxLayerFunction &gt;::get_classifications()</a>, <a class="el" href="_mobile_net_network_8h_source.xhtml#l00170">MobileNetNetwork&lt; TensorType, arm_compute::test::Accessor, ActivationLayerFunction, ConvolutionLayerFunction, DirectConvolutionLayerFunction, DepthwiseConvolutionLayerFunction, ReshapeFunction, PoolingLayerFunction &gt;::get_classifications()</a>, <a class="el" href="_mobile_net_v1_network_8h_source.xhtml#l00205">MobileNetV1Network&lt; TensorType, arm_compute::test::Accessor, ActivationLayerFunction, BatchNormalizationLayerFunction, ConvolutionLayerFunction, DirectConvolutionLayerFunction, DepthwiseConvolutionFunction, ReshapeFunction, PoolingLayerFunction, SoftmaxLayerFunction &gt;::get_classifications()</a>, <a class="el" href="_alex_net_network_8h_source.xhtml#l00422">AlexNetNetwork&lt; ITensorType, TensorType, SubTensorType, arm_compute::test::Accessor, ActivationLayerFunction, ConvolutionLayerFunction, DirectConvolutionLayerFunction, FullyConnectedLayerFunction, NormalizationLayerFunction, PoolingLayerFunction, SoftmaxLayerFunction &gt;::get_classifications()</a>, <a class="el" href="utils_2_utils_8h_source.xhtml#l00808">arm_compute::utils::load_trained_data()</a>, <a class="el" href="_graph_utils_8cpp_source.xhtml#l00199">RandomAccessor::RandomAccessor()</a>, <a class="el" href="utils_2_utils_8h_source.xhtml#l00736">arm_compute::utils::save_to_npy()</a>, <a class="el" href="utils_2_utils_8h_source.xhtml#l00655">arm_compute::utils::save_to_ppm()</a>, and <a class="el" href="validation_2fixtures_2_dequantization_layer_fixture_8h_source.xhtml#l00050">DequantizationValidationFixedPointFixture&lt; TensorType, AccessorType, FunctionType, T &gt;::setup()</a>.</p>
+<div class="fragment"><div class="line"><a name="l00123"></a><span class="lineno">  123</span>&#160;{</div><div class="line"><a name="l00124"></a><span class="lineno">  124</span>&#160;    w.validate();</div><div class="line"><a name="l00125"></a><span class="lineno">  125</span>&#160;</div><div class="line"><a name="l00126"></a><span class="lineno">  126</span>&#160;    Coordinates <a class="code" href="hwc_8hpp.xhtml#abaabdc509cdaba7df9f56c6c76f3ae19">id</a>;</div><div class="line"><a name="l00127"></a><span class="lineno">  127</span>&#160;    ForEachDimension&lt;Coordinates::num_max_dimensions&gt;::unroll(w, <span class="keywordtype">id</span>, std::forward&lt;L&gt;(lambda_function), std::forward&lt;Ts&gt;(iterators)...);</div><div class="line"><a name="l00128"></a><span class="lineno">  128</span>&#160;}</div><div class="ttc" id="hwc_8hpp_xhtml_abaabdc509cdaba7df9f56c6c76f3ae19"><div class="ttname"><a href="hwc_8hpp.xhtml#abaabdc509cdaba7df9f56c6c76f3ae19">id</a></div><div class="ttdeci">uint32_t id</div><div class="ttdef"><b>Definition:</b> <a href="hwc_8hpp_source.xhtml#l00259">hwc.hpp:259</a></div></div>
+</div><!-- fragment -->
+</div>
+</div>
+<a class="anchor" id="a695a8105065167f7e4596d31f23a3573"></a>
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">uint8x16_t arm_compute::finalize_quantization </td>
+          <td>(</td>
+          <td class="paramtype">int32x4x4_t &amp;&#160;</td>
+          <td class="paramname"><em>in_s32</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">int&#160;</td>
+          <td class="paramname"><em>result_fixedpoint_multiplier</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">int32_t&#160;</td>
+          <td class="paramname"><em>result_shift</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">int32x4_t&#160;</td>
+          <td class="paramname"><em>result_offset_after_shift_s32</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">uint8x16_t&#160;</td>
+          <td class="paramname"><em>min_u8</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">uint8x16_t&#160;</td>
+          <td class="paramname"><em>max_u8</em>&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+
+<p>Performs final quantization step on 16 elements. </p>
+<dl class="tparams"><dt>Template Parameters</dt><dd>
+  <table class="tparams">
+    <tr><td class="paramname">is_bounded_relu</td><td>Specified if a fused bounded relu should be applied</td></tr>
+  </table>
+  </dd>
+</dl>
+<dl class="params"><dt>Parameters</dt><dd>
+  <table class="params">
+    <tr><td class="paramname">in_s32</td><td>Input to be quantized. </td></tr>
+    <tr><td class="paramname">result_fixedpoint_multiplier</td><td>Result multiplier parameter </td></tr>
+    <tr><td class="paramname">result_shift</td><td>Result shift parameter </td></tr>
+    <tr><td class="paramname">result_offset_after_shift_s32</td><td>Result offset parameter </td></tr>
+    <tr><td class="paramname">min_u8</td><td>Relu lower bound </td></tr>
+    <tr><td class="paramname">max_u8</td><td>Relu upper bound</td></tr>
+  </table>
+  </dd>
+</dl>
+<dl class="section return"><dt>Returns</dt><dd>Quantized values </dd></dl>
+
+<p>Definition at line <a class="el" href="_n_e_asymm_8h_source.xhtml#l00074">74</a> of file <a class="el" href="_n_e_asymm_8h_source.xhtml">NEAsymm.h</a>.</p>
+
+<p>References <a class="el" href="_n_e_asymm_8inl_source.xhtml#l00026">rounding_divide_by_pow2()</a>.</p>
+<div class="fragment"><div class="line"><a name="l00080"></a><span class="lineno">   80</span>&#160;{</div><div class="line"><a name="l00081"></a><span class="lineno">   81</span>&#160;    <span class="keyword">const</span> <span class="keyword">static</span> int32x4_t zero_s32 = vdupq_n_s32(0);</div><div class="line"><a name="l00082"></a><span class="lineno">   82</span>&#160;</div><div class="line"><a name="l00083"></a><span class="lineno">   83</span>&#160;    <span class="comment">// Fixed point multiplication with vector saturating rounding doubling multiply high with scalar</span></div><div class="line"><a name="l00084"></a><span class="lineno">   84</span>&#160;    in_s32.val[0] = vqrdmulhq_n_s32(in_s32.val[0], result_fixedpoint_multiplier);</div><div class="line"><a name="l00085"></a><span class="lineno">   85</span>&#160;    in_s32.val[1] = vqrdmulhq_n_s32(in_s32.val[1], result_fixedpoint_multiplier);</div><div class="line"><a name="l00086"></a><span class="lineno">   86</span>&#160;    in_s32.val[2] = vqrdmulhq_n_s32(in_s32.val[2], result_fixedpoint_multiplier);</div><div class="line"><a name="l00087"></a><span class="lineno">   87</span>&#160;    in_s32.val[3] = vqrdmulhq_n_s32(in_s32.val[3], result_fixedpoint_multiplier);</div><div class="line"><a name="l00088"></a><span class="lineno">   88</span>&#160;</div><div class="line"><a name="l00089"></a><span class="lineno">   89</span>&#160;    <span class="comment">// Round to the nearest division by a power-of-two using result_shift_s32</span></div><div class="line"><a name="l00090"></a><span class="lineno">   90</span>&#160;    in_s32.val[0] = <a class="code" href="namespacearm__compute.xhtml#a5e28a3911204ac952601f512c82b48f1">rounding_divide_by_pow2</a>(in_s32.val[0], result_shift);</div><div class="line"><a name="l00091"></a><span class="lineno">   91</span>&#160;    in_s32.val[1] = <a class="code" href="namespacearm__compute.xhtml#a5e28a3911204ac952601f512c82b48f1">rounding_divide_by_pow2</a>(in_s32.val[1], result_shift);</div><div class="line"><a name="l00092"></a><span class="lineno">   92</span>&#160;    in_s32.val[2] = <a class="code" href="namespacearm__compute.xhtml#a5e28a3911204ac952601f512c82b48f1">rounding_divide_by_pow2</a>(in_s32.val[2], result_shift);</div><div class="line"><a name="l00093"></a><span class="lineno">   93</span>&#160;    in_s32.val[3] = <a class="code" href="namespacearm__compute.xhtml#a5e28a3911204ac952601f512c82b48f1">rounding_divide_by_pow2</a>(in_s32.val[3], result_shift);</div><div class="line"><a name="l00094"></a><span class="lineno">   94</span>&#160;</div><div class="line"><a name="l00095"></a><span class="lineno">   95</span>&#160;    <span class="comment">// Add the offset terms</span></div><div class="line"><a name="l00096"></a><span class="lineno">   96</span>&#160;    in_s32.val[0] = vaddq_s32(in_s32.val[0], result_offset_after_shift_s32);</div><div class="line"><a name="l00097"></a><span class="lineno">   97</span>&#160;    in_s32.val[1] = vaddq_s32(in_s32.val[1], result_offset_after_shift_s32);</div><div class="line"><a name="l00098"></a><span class="lineno">   98</span>&#160;    in_s32.val[2] = vaddq_s32(in_s32.val[2], result_offset_after_shift_s32);</div><div class="line"><a name="l00099"></a><span class="lineno">   99</span>&#160;    in_s32.val[3] = vaddq_s32(in_s32.val[3], result_offset_after_shift_s32);</div><div class="line"><a name="l00100"></a><span class="lineno">  100</span>&#160;</div><div class="line"><a name="l00101"></a><span class="lineno">  101</span>&#160;    <span class="comment">// Saturate negative values</span></div><div class="line"><a name="l00102"></a><span class="lineno">  102</span>&#160;    in_s32.val[0] = vmaxq_s32(in_s32.val[0], zero_s32);</div><div class="line"><a name="l00103"></a><span class="lineno">  103</span>&#160;    in_s32.val[1] = vmaxq_s32(in_s32.val[1], zero_s32);</div><div class="line"><a name="l00104"></a><span class="lineno">  104</span>&#160;    in_s32.val[2] = vmaxq_s32(in_s32.val[2], zero_s32);</div><div class="line"><a name="l00105"></a><span class="lineno">  105</span>&#160;    in_s32.val[3] = vmaxq_s32(in_s32.val[3], zero_s32);</div><div class="line"><a name="l00106"></a><span class="lineno">  106</span>&#160;</div><div class="line"><a name="l00107"></a><span class="lineno">  107</span>&#160;    <span class="comment">// Convert S32 to S16</span></div><div class="line"><a name="l00108"></a><span class="lineno">  108</span>&#160;    <span class="keyword">const</span> int16x8x2_t in_s16 =</div><div class="line"><a name="l00109"></a><span class="lineno">  109</span>&#160;    {</div><div class="line"><a name="l00110"></a><span class="lineno">  110</span>&#160;        {</div><div class="line"><a name="l00111"></a><span class="lineno">  111</span>&#160;            vcombine_s16(vqmovn_s32(in_s32.val[0]), vqmovn_s32(in_s32.val[1])),</div><div class="line"><a name="l00112"></a><span class="lineno">  112</span>&#160;            vcombine_s16(vqmovn_s32(in_s32.val[2]), vqmovn_s32(in_s32.val[3]))</div><div class="line"><a name="l00113"></a><span class="lineno">  113</span>&#160;        }</div><div class="line"><a name="l00114"></a><span class="lineno">  114</span>&#160;    };</div><div class="line"><a name="l00115"></a><span class="lineno">  115</span>&#160;</div><div class="line"><a name="l00116"></a><span class="lineno">  116</span>&#160;    <span class="comment">// Convert S16 to U8</span></div><div class="line"><a name="l00117"></a><span class="lineno">  117</span>&#160;    uint8x16_t out_u8 = vcombine_u8(vqmovun_s16(in_s16.val[0]), vqmovun_s16(in_s16.val[1]));</div><div class="line"><a name="l00118"></a><span class="lineno">  118</span>&#160;</div><div class="line"><a name="l00119"></a><span class="lineno">  119</span>&#160;    <span class="keywordflow">if</span>(is_bounded_relu)</div><div class="line"><a name="l00120"></a><span class="lineno">  120</span>&#160;    {</div><div class="line"><a name="l00121"></a><span class="lineno">  121</span>&#160;        out_u8 = vmaxq_u8(out_u8, min_u8);</div><div class="line"><a name="l00122"></a><span class="lineno">  122</span>&#160;        out_u8 = vminq_u8(out_u8, max_u8);</div><div class="line"><a name="l00123"></a><span class="lineno">  123</span>&#160;    }</div><div class="line"><a name="l00124"></a><span class="lineno">  124</span>&#160;</div><div class="line"><a name="l00125"></a><span class="lineno">  125</span>&#160;    <span class="keywordflow">return</span> out_u8;</div><div class="line"><a name="l00126"></a><span class="lineno">  126</span>&#160;}</div><div class="ttc" id="namespacearm__compute_xhtml_a5e28a3911204ac952601f512c82b48f1"><div class="ttname"><a href="namespacearm__compute.xhtml#a5e28a3911204ac952601f512c82b48f1">arm_compute::rounding_divide_by_pow2</a></div><div class="ttdeci">int32x4_t rounding_divide_by_pow2(int32x4_t x, int exponent)</div><div class="ttdoc">Round to the nearest division by a power-of-two using exponent. </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_asymm_8inl_source.xhtml#l00026">NEAsymm.inl:26</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -11649,8 +11885,8 @@
 </dl>
 <dl class="section return"><dt>Returns</dt><dd>String with the floating point value. </dd></dl>
 
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+<p>References <a class="el" href="core_2_error_8h_source.xhtml#l00306">ARM_COMPUTE_ERROR_ON</a>, and <a class="el" href="hwc_8hpp_source.xhtml#l00278">value</a>.</p>
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-          <td>(</td>
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-<p>Base case of foldl. </p>
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-<p>Definition at line <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00294">294</a> of file <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml">Helpers.h</a>.</p>
-
-<p>References <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00055">enable_bitwise_ops&lt; T &gt;::value</a>.</p>
-
-<p>Referenced by <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00317">foldl()</a>, and <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00467">intersect_valid_regions()</a>.</p>
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-          <td>(</td>
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-<p>Base case of foldl. </p>
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-<p>Definition at line <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00304">304</a> of file <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml">Helpers.h</a>.</p>
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-
-<p>References <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00294">foldl()</a>, and <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00055">enable_bitwise_ops&lt; T &gt;::value</a>.</p>
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@@ -12129,7 +12125,7 @@
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+<p>Definition at line <a class="el" href="_helpers_8inl_source.xhtml#l00318">318</a> of file <a class="el" href="_helpers_8inl_source.xhtml">Helpers.inl</a>.</p>
 
 <p>References <a class="el" href="core_2_error_8h_source.xhtml#l00297">ARM_COMPUTE_ERROR_ON_MSG</a>, <a class="el" href="_dimensions_8h_source.xhtml#l00122">Dimensions&lt; T &gt;::num_dimensions()</a>, <a class="el" href="_tensor_shape_8h_source.xhtml#l00074">TensorShape::set()</a>, and <a class="el" href="_tensor_shape_8h_source.xhtml#l00135">TensorShape::total_size()</a>.</p>
 
-<p>Referenced by <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00534">permute()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00321"></a><span class="lineno">  321</span>&#160;{</div><div class="line"><a name="l00322"></a><span class="lineno">  322</span>&#160;    <span class="keywordtype">int</span> num_elements = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a45cde9abb508c62d67c3bb2b9bf566a5">shape</a>.total_size();</div><div class="line"><a name="l00323"></a><span class="lineno">  323</span>&#160;</div><div class="line"><a name="l00324"></a><span class="lineno">  324</span>&#160;    <a class="code" href="core_2_error_8h.xhtml#a5bbdcf574d3f5e412fa6a1117911e67b">ARM_COMPUTE_ERROR_ON_MSG</a>(index &lt; 0 || index &gt;= num_elements, <span class="stringliteral">&quot;Index has to be in [0, num_elements]!&quot;</span>);</div><div class="line"><a name="l00325"></a><span class="lineno">  325</span>&#160;    <a class="code" href="core_2_error_8h.xhtml#a5bbdcf574d3f5e412fa6a1117911e67b">ARM_COMPUTE_ERROR_ON_MSG</a>(num_elements == 0, <span class="stringliteral">&quot;Cannot create coordinate from empty shape!&quot;</span>);</div><div class="line"><a name="l00326"></a><span class="lineno">  326</span>&#160;</div><div class="line"><a name="l00327"></a><span class="lineno">  327</span>&#160;    Coordinates coord{ 0 };</div><div class="line"><a name="l00328"></a><span class="lineno">  328</span>&#160;</div><div class="line"><a name="l00329"></a><span class="lineno">  329</span>&#160;    <span class="keywordflow">for</span>(<span class="keywordtype">int</span> d = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a45cde9abb508c62d67c3bb2b9bf566a5">shape</a>.num_dimensions() - 1; d &gt;= 0; --d)</div><div class="line"><a name="l00330"></a><span class="lineno">  330</span>&#160;    {</div><div class="line"><a name="l00331"></a><span class="lineno">  331</span>&#160;        num_elements /= <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a45cde9abb508c62d67c3bb2b9bf566a5">shape</a>[d];</div><div class="line"><a name="l00332"></a><span class="lineno">  332</span>&#160;        coord.set(d, index / num_elements);</div><div class="line"><a name="l00333"></a><span class="lineno">  333</span>&#160;        index %= num_elements;</div><div class="line"><a name="l00334"></a><span class="lineno">  334</span>&#160;    }</div><div class="line"><a name="l00335"></a><span class="lineno">  335</span>&#160;</div><div class="line"><a name="l00336"></a><span class="lineno">  336</span>&#160;    <span class="keywordflow">return</span> coord;</div><div class="line"><a name="l00337"></a><span class="lineno">  337</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a45cde9abb508c62d67c3bb2b9bf566a5"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a45cde9abb508c62d67c3bb2b9bf566a5">arm_compute::test::validation::shape</a></div><div class="ttdeci">shape</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_2_min_max_location_8cpp_source.xhtml#l00089">MinMaxLocation.cpp:89</a></div></div>
+<p>Referenced by <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00509">permute()</a>.</p>
+<div class="fragment"><div class="line"><a name="l00319"></a><span class="lineno">  319</span>&#160;{</div><div class="line"><a name="l00320"></a><span class="lineno">  320</span>&#160;    <span class="keywordtype">int</span> num_elements = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a45cde9abb508c62d67c3bb2b9bf566a5">shape</a>.total_size();</div><div class="line"><a name="l00321"></a><span class="lineno">  321</span>&#160;</div><div class="line"><a name="l00322"></a><span class="lineno">  322</span>&#160;    <a class="code" href="core_2_error_8h.xhtml#a5bbdcf574d3f5e412fa6a1117911e67b">ARM_COMPUTE_ERROR_ON_MSG</a>(index &lt; 0 || index &gt;= num_elements, <span class="stringliteral">&quot;Index has to be in [0, num_elements]!&quot;</span>);</div><div class="line"><a name="l00323"></a><span class="lineno">  323</span>&#160;    <a class="code" href="core_2_error_8h.xhtml#a5bbdcf574d3f5e412fa6a1117911e67b">ARM_COMPUTE_ERROR_ON_MSG</a>(num_elements == 0, <span class="stringliteral">&quot;Cannot create coordinate from empty shape!&quot;</span>);</div><div class="line"><a name="l00324"></a><span class="lineno">  324</span>&#160;</div><div class="line"><a name="l00325"></a><span class="lineno">  325</span>&#160;    Coordinates coord{ 0 };</div><div class="line"><a name="l00326"></a><span class="lineno">  326</span>&#160;</div><div class="line"><a name="l00327"></a><span class="lineno">  327</span>&#160;    <span class="keywordflow">for</span>(<span class="keywordtype">int</span> d = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a45cde9abb508c62d67c3bb2b9bf566a5">shape</a>.num_dimensions() - 1; d &gt;= 0; --d)</div><div class="line"><a name="l00328"></a><span class="lineno">  328</span>&#160;    {</div><div class="line"><a name="l00329"></a><span class="lineno">  329</span>&#160;        num_elements /= <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a45cde9abb508c62d67c3bb2b9bf566a5">shape</a>[d];</div><div class="line"><a name="l00330"></a><span class="lineno">  330</span>&#160;        coord.set(d, index / num_elements);</div><div class="line"><a name="l00331"></a><span class="lineno">  331</span>&#160;        index %= num_elements;</div><div class="line"><a name="l00332"></a><span class="lineno">  332</span>&#160;    }</div><div class="line"><a name="l00333"></a><span class="lineno">  333</span>&#160;</div><div class="line"><a name="l00334"></a><span class="lineno">  334</span>&#160;    <span class="keywordflow">return</span> coord;</div><div class="line"><a name="l00335"></a><span class="lineno">  335</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a45cde9abb508c62d67c3bb2b9bf566a5"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a45cde9abb508c62d67c3bb2b9bf566a5">arm_compute::test::validation::shape</a></div><div class="ttdeci">shape</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_2_convolution_8cpp_source.xhtml#l00119">Convolution.cpp:119</a></div></div>
 <div class="ttc" id="core_2_error_8h_xhtml_a5bbdcf574d3f5e412fa6a1117911e67b"><div class="ttname"><a href="core_2_error_8h.xhtml#a5bbdcf574d3f5e412fa6a1117911e67b">ARM_COMPUTE_ERROR_ON_MSG</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR_ON_MSG(cond,...)</div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00297">Error.h:297</a></div></div>
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-<a class="anchor" id="a3bb1b3d01f14dbc0beb1e826eefeddc6"></a>
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           <td class="memname"><a class="el" href="structarm__compute_1_1_valid_region.xhtml">ValidRegion</a> arm_compute::intersect_valid_regions </td>
           <td>(</td>
-          <td class="paramtype">Ts &amp;&amp;...&#160;</td>
+          <td class="paramtype">const Ts &amp;...&#160;</td>
           <td class="paramname"><em>regions</em></td><td>)</td>
           <td></td>
         </tr>
@@ -12233,11 +12229,11 @@
 </dl>
 <dl class="section return"><dt>Returns</dt><dd>Intersection of all regions. </dd></dl>
 
-<p>Definition at line <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00467">467</a> of file <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml">Helpers.h</a>.</p>
+<p>Definition at line <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00442">442</a> of file <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml">Helpers.h</a>.</p>
 
-<p>References <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00185">ValidRegion::anchor</a>, <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00294">foldl()</a>, <a class="el" href="tests_2validation_2_fixed_point_8h_source.xhtml#l00889">arm_compute::test::fixed_point_arithmetic::detail::max()</a>, <a class="el" href="tests_2validation_2_fixed_point_8h_source.xhtml#l00884">arm_compute::test::fixed_point_arithmetic::detail::min()</a>, <a class="el" href="_dimensions_8h_source.xhtml#l00122">Dimensions&lt; T &gt;::num_dimensions()</a>, <a class="el" href="_dimensions_8h_source.xhtml#l00074">Dimensions&lt; T &gt;::set()</a>, <a class="el" href="_tensor_shape_8h_source.xhtml#l00074">TensorShape::set()</a>, and <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00186">ValidRegion::shape</a>.</p>
-<div class="fragment"><div class="line"><a name="l00468"></a><span class="lineno">  468</span>&#160;{</div><div class="line"><a name="l00469"></a><span class="lineno">  469</span>&#160;    <span class="keyword">auto</span> intersect = [](<span class="keyword">const</span> ValidRegion &amp; r1, <span class="keyword">const</span> ValidRegion &amp; r2) -&gt; ValidRegion</div><div class="line"><a name="l00470"></a><span class="lineno">  470</span>&#160;    {</div><div class="line"><a name="l00471"></a><span class="lineno">  471</span>&#160;        ValidRegion region;</div><div class="line"><a name="l00472"></a><span class="lineno">  472</span>&#160;</div><div class="line"><a name="l00473"></a><span class="lineno">  473</span>&#160;        <span class="keywordflow">for</span>(<span class="keywordtype">size_t</span> d = 0; d &lt; <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#aabcf39e3917f842dbc5fbb0d802f24d5">std::min</a>(r1.anchor.num_dimensions(), r2.anchor.num_dimensions()); ++d)</div><div class="line"><a name="l00474"></a><span class="lineno">  474</span>&#160;        {</div><div class="line"><a name="l00475"></a><span class="lineno">  475</span>&#160;            region.anchor.set(d, <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ad91bb73431b4de1f4946ed949d444849">std::max</a>(r1.anchor[d], r2.anchor[d]));</div><div class="line"><a name="l00476"></a><span class="lineno">  476</span>&#160;        }</div><div class="line"><a name="l00477"></a><span class="lineno">  477</span>&#160;</div><div class="line"><a name="l00478"></a><span class="lineno">  478</span>&#160;        <span class="keywordflow">for</span>(<span class="keywordtype">size_t</span> d = 0; d &lt; <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#aabcf39e3917f842dbc5fbb0d802f24d5">std::min</a>(r1.shape.num_dimensions(), r2.shape.num_dimensions()); ++d)</div><div class="line"><a name="l00479"></a><span class="lineno">  479</span>&#160;        {</div><div class="line"><a name="l00480"></a><span class="lineno">  480</span>&#160;            region.shape.set(d, <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#aabcf39e3917f842dbc5fbb0d802f24d5">std::min</a>(r1.shape[d], r2.shape[d]));</div><div class="line"><a name="l00481"></a><span class="lineno">  481</span>&#160;        }</div><div class="line"><a name="l00482"></a><span class="lineno">  482</span>&#160;</div><div class="line"><a name="l00483"></a><span class="lineno">  483</span>&#160;        <span class="keywordflow">return</span> region;</div><div class="line"><a name="l00484"></a><span class="lineno">  484</span>&#160;    };</div><div class="line"><a name="l00485"></a><span class="lineno">  485</span>&#160;</div><div class="line"><a name="l00486"></a><span class="lineno">  486</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute.xhtml#a05d0de315da2ecf1fa7d22ffad49b254">foldl</a>(intersect, std::forward&lt;Ts&gt;(regions)...);</div><div class="line"><a name="l00487"></a><span class="lineno">  487</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail_xhtml_aabcf39e3917f842dbc5fbb0d802f24d5"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#aabcf39e3917f842dbc5fbb0d802f24d5">arm_compute::test::fixed_point_arithmetic::detail::min</a></div><div class="ttdeci">fixed_point&lt; T &gt; min(fixed_point&lt; T &gt; x, fixed_point&lt; T &gt; y)</div><div class="ttdef"><b>Definition:</b> <a href="tests_2validation_2_fixed_point_8h_source.xhtml#l00884">FixedPoint.h:884</a></div></div>
-<div class="ttc" id="namespacearm__compute_xhtml_a05d0de315da2ecf1fa7d22ffad49b254"><div class="ttname"><a href="namespacearm__compute.xhtml#a05d0de315da2ecf1fa7d22ffad49b254">arm_compute::foldl</a></div><div class="ttdeci">I foldl(F &amp;&amp;func, I &amp;&amp;initial, T &amp;&amp;value, Vs &amp;&amp;...values)</div><div class="ttdoc">Fold left. </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_helpers_8h_source.xhtml#l00317">Helpers.h:317</a></div></div>
+<p>References <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00193">ValidRegion::anchor</a>, <a class="el" href="utility_8h_source.xhtml#l00109">arm_compute::utility::foldl()</a>, <a class="el" href="tests_2validation_2_fixed_point_8h_source.xhtml#l00889">arm_compute::test::fixed_point_arithmetic::detail::max()</a>, <a class="el" href="tests_2validation_2_fixed_point_8h_source.xhtml#l00884">arm_compute::test::fixed_point_arithmetic::detail::min()</a>, <a class="el" href="_dimensions_8h_source.xhtml#l00122">Dimensions&lt; T &gt;::num_dimensions()</a>, <a class="el" href="_dimensions_8h_source.xhtml#l00074">Dimensions&lt; T &gt;::set()</a>, <a class="el" href="_tensor_shape_8h_source.xhtml#l00074">TensorShape::set()</a>, and <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00194">ValidRegion::shape</a>.</p>
+<div class="fragment"><div class="line"><a name="l00443"></a><span class="lineno">  443</span>&#160;{</div><div class="line"><a name="l00444"></a><span class="lineno">  444</span>&#160;    <span class="keyword">auto</span> intersect = [](<span class="keyword">const</span> ValidRegion &amp; r1, <span class="keyword">const</span> ValidRegion &amp; r2) -&gt; ValidRegion</div><div class="line"><a name="l00445"></a><span class="lineno">  445</span>&#160;    {</div><div class="line"><a name="l00446"></a><span class="lineno">  446</span>&#160;        ValidRegion region;</div><div class="line"><a name="l00447"></a><span class="lineno">  447</span>&#160;</div><div class="line"><a name="l00448"></a><span class="lineno">  448</span>&#160;        <span class="keywordflow">for</span>(<span class="keywordtype">size_t</span> d = 0; d &lt; <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#aabcf39e3917f842dbc5fbb0d802f24d5">std::min</a>(r1.anchor.num_dimensions(), r2.anchor.num_dimensions()); ++d)</div><div class="line"><a name="l00449"></a><span class="lineno">  449</span>&#160;        {</div><div class="line"><a name="l00450"></a><span class="lineno">  450</span>&#160;            region.anchor.set(d, <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ad91bb73431b4de1f4946ed949d444849">std::max</a>(r1.anchor[d], r2.anchor[d]));</div><div class="line"><a name="l00451"></a><span class="lineno">  451</span>&#160;        }</div><div class="line"><a name="l00452"></a><span class="lineno">  452</span>&#160;</div><div class="line"><a name="l00453"></a><span class="lineno">  453</span>&#160;        <span class="keywordflow">for</span>(<span class="keywordtype">size_t</span> d = 0; d &lt; <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#aabcf39e3917f842dbc5fbb0d802f24d5">std::min</a>(r1.shape.num_dimensions(), r2.shape.num_dimensions()); ++d)</div><div class="line"><a name="l00454"></a><span class="lineno">  454</span>&#160;        {</div><div class="line"><a name="l00455"></a><span class="lineno">  455</span>&#160;            region.shape.set(d, <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#aabcf39e3917f842dbc5fbb0d802f24d5">std::min</a>(r1.shape[d], r2.shape[d]));</div><div class="line"><a name="l00456"></a><span class="lineno">  456</span>&#160;        }</div><div class="line"><a name="l00457"></a><span class="lineno">  457</span>&#160;</div><div class="line"><a name="l00458"></a><span class="lineno">  458</span>&#160;        <span class="keywordflow">return</span> region;</div><div class="line"><a name="l00459"></a><span class="lineno">  459</span>&#160;    };</div><div class="line"><a name="l00460"></a><span class="lineno">  460</span>&#160;</div><div class="line"><a name="l00461"></a><span class="lineno">  461</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1utility.xhtml#a043270c1f50c73bf9f91fcc4570ccf0c">utility::foldl</a>(intersect, regions...);</div><div class="line"><a name="l00462"></a><span class="lineno">  462</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail_xhtml_aabcf39e3917f842dbc5fbb0d802f24d5"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#aabcf39e3917f842dbc5fbb0d802f24d5">arm_compute::test::fixed_point_arithmetic::detail::min</a></div><div class="ttdeci">fixed_point&lt; T &gt; min(fixed_point&lt; T &gt; x, fixed_point&lt; T &gt; y)</div><div class="ttdef"><b>Definition:</b> <a href="tests_2validation_2_fixed_point_8h_source.xhtml#l00884">FixedPoint.h:884</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1utility_xhtml_a043270c1f50c73bf9f91fcc4570ccf0c"><div class="ttname"><a href="namespacearm__compute_1_1utility.xhtml#a043270c1f50c73bf9f91fcc4570ccf0c">arm_compute::utility::foldl</a></div><div class="ttdeci">T &amp;&amp; foldl(F &amp;&amp;, T &amp;&amp;value)</div><div class="ttdoc">Base case of foldl. </div><div class="ttdef"><b>Definition:</b> <a href="utility_8h_source.xhtml#l00109">utility.h:109</a></div></div>
 <div class="ttc" id="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail_xhtml_ad91bb73431b4de1f4946ed949d444849"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ad91bb73431b4de1f4946ed949d444849">arm_compute::test::fixed_point_arithmetic::detail::max</a></div><div class="ttdeci">fixed_point&lt; T &gt; max(fixed_point&lt; T &gt; x, fixed_point&lt; T &gt; y)</div><div class="ttdef"><b>Definition:</b> <a href="tests_2validation_2_fixed_point_8h_source.xhtml#l00889">FixedPoint.h:889</a></div></div>
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@@ -12273,12 +12269,12 @@
 </dl>
 <dl class="section return"><dt>Returns</dt><dd>True if data type is of fixed point type, else false. </dd></dl>
 
-<p>Definition at line <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml#l00777">777</a> of file <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml">Utils.h</a>.</p>
+<p>Definition at line <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml#l00775">775</a> of file <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml">Utils.h</a>.</p>
 
 <p>References <a class="el" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a48d877702a2957f5a932c43a357866f9">QS16</a>, <a class="el" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6ad5695915456312560039ee411667cdbf">QS32</a>, and <a class="el" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a11cde4d3551db3f9498d339a67189543">QS8</a>.</p>
 
-<p>Referenced by <a class="el" href="validation_2_c_l_2_activation_layer_8cpp_source.xhtml#l00114">arm_compute::test::validation::DATA_TEST_CASE()</a>, <a class="el" href="_validate_8h_source.xhtml#l00429">error_on_mismatching_fixed_point()</a>, and <a class="el" href="_flatten_layer_fixture_8h_source.xhtml#l00051">FlattenLayerValidationFixture&lt; TensorType, AccessorType, FunctionType, T &gt;::setup()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00778"></a><span class="lineno">  778</span>&#160;{</div><div class="line"><a name="l00779"></a><span class="lineno">  779</span>&#160;    <span class="keywordflow">switch</span>(dt)</div><div class="line"><a name="l00780"></a><span class="lineno">  780</span>&#160;    {</div><div class="line"><a name="l00781"></a><span class="lineno">  781</span>&#160;        <span class="keywordflow">case</span> DataType::QS8:</div><div class="line"><a name="l00782"></a><span class="lineno">  782</span>&#160;        <span class="keywordflow">case</span> DataType::QS16:</div><div class="line"><a name="l00783"></a><span class="lineno">  783</span>&#160;        <span class="keywordflow">case</span> DataType::QS32:</div><div class="line"><a name="l00784"></a><span class="lineno">  784</span>&#160;            <span class="keywordflow">return</span> <span class="keyword">true</span>;</div><div class="line"><a name="l00785"></a><span class="lineno">  785</span>&#160;        <span class="keywordflow">default</span>:</div><div class="line"><a name="l00786"></a><span class="lineno">  786</span>&#160;            <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00787"></a><span class="lineno">  787</span>&#160;    }</div><div class="line"><a name="l00788"></a><span class="lineno">  788</span>&#160;}</div></div><!-- fragment -->
+<p>Referenced by <a class="el" href="validation_2_c_l_2_activation_layer_8cpp_source.xhtml#l00114">arm_compute::test::validation::DATA_TEST_CASE()</a>, <a class="el" href="_validate_8h_source.xhtml#l00429">error_on_mismatching_fixed_point()</a>, <a class="el" href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00139">arm_compute::test::validation::FIXTURE_DATA_TEST_CASE()</a>, <a class="el" href="benchmark_2fixtures_2_flatten_layer_fixture_8h_source.xhtml#l00044">FlattenLayerFixture&lt; TensorType, Function, Accessor &gt;::setup()</a>, and <a class="el" href="validation_2fixtures_2_flatten_layer_fixture_8h_source.xhtml#l00051">FlattenLayerValidationFixture&lt; TensorType, AccessorType, FunctionType, T &gt;::setup()</a>.</p>
+<div class="fragment"><div class="line"><a name="l00776"></a><span class="lineno">  776</span>&#160;{</div><div class="line"><a name="l00777"></a><span class="lineno">  777</span>&#160;    <span class="keywordflow">switch</span>(dt)</div><div class="line"><a name="l00778"></a><span class="lineno">  778</span>&#160;    {</div><div class="line"><a name="l00779"></a><span class="lineno">  779</span>&#160;        <span class="keywordflow">case</span> DataType::QS8:</div><div class="line"><a name="l00780"></a><span class="lineno">  780</span>&#160;        <span class="keywordflow">case</span> DataType::QS16:</div><div class="line"><a name="l00781"></a><span class="lineno">  781</span>&#160;        <span class="keywordflow">case</span> DataType::QS32:</div><div class="line"><a name="l00782"></a><span class="lineno">  782</span>&#160;            <span class="keywordflow">return</span> <span class="keyword">true</span>;</div><div class="line"><a name="l00783"></a><span class="lineno">  783</span>&#160;        <span class="keywordflow">default</span>:</div><div class="line"><a name="l00784"></a><span class="lineno">  784</span>&#160;            <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00785"></a><span class="lineno">  785</span>&#160;    }</div><div class="line"><a name="l00786"></a><span class="lineno">  786</span>&#160;}</div></div><!-- fragment -->
 </div>
 </div>
 <a class="anchor" id="af5982a092e9eb743fce2d6392bdd8897"></a>
@@ -12312,12 +12308,12 @@
 </dl>
 <dl class="section return"><dt>Returns</dt><dd>True if data type is of floating point type, else false. </dd></dl>
 
-<p>Definition at line <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml#l00737">737</a> of file <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml">Utils.h</a>.</p>
+<p>Definition at line <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml#l00735">735</a> of file <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml">Utils.h</a>.</p>
 
 <p>References <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a56d8353718e6fdc78b8d69078a2cdb94">F16</a>, and <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a44ad4ef5a76e6aa6fb3e3fa079a54fda">F32</a>.</p>
 
-<p>Referenced by <a class="el" href="validation_2fixtures_2_batch_normalization_layer_fixture_8h_source.xhtml#l00048">BatchNormalizationLayerValidationFixedPointFixture&lt; TensorType, AccessorType, FunctionType, T &gt;::setup()</a>, <a class="el" href="validation_2fixtures_2_activation_layer_fixture_8h_source.xhtml#l00050">ActivationValidationGenericFixture&lt; TensorType, AccessorType, FunctionType, T &gt;::setup()</a>, and <a class="el" href="validation_2fixtures_2_fully_connected_layer_fixture_8h_source.xhtml#l00056">FullyConnectedLayerValidationGenericFixture&lt; TensorType, AccessorType, FunctionType, T, run_interleave &gt;::setup()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00738"></a><span class="lineno">  738</span>&#160;{</div><div class="line"><a name="l00739"></a><span class="lineno">  739</span>&#160;    <span class="keywordflow">switch</span>(dt)</div><div class="line"><a name="l00740"></a><span class="lineno">  740</span>&#160;    {</div><div class="line"><a name="l00741"></a><span class="lineno">  741</span>&#160;        <span class="keywordflow">case</span> DataType::F16:</div><div class="line"><a name="l00742"></a><span class="lineno">  742</span>&#160;        <span class="keywordflow">case</span> DataType::F32:</div><div class="line"><a name="l00743"></a><span class="lineno">  743</span>&#160;            <span class="keywordflow">return</span> <span class="keyword">true</span>;</div><div class="line"><a name="l00744"></a><span class="lineno">  744</span>&#160;        <span class="keywordflow">default</span>:</div><div class="line"><a name="l00745"></a><span class="lineno">  745</span>&#160;            <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00746"></a><span class="lineno">  746</span>&#160;    }</div><div class="line"><a name="l00747"></a><span class="lineno">  747</span>&#160;}</div></div><!-- fragment -->
+<p>Referenced by <a class="el" href="validation_2fixtures_2_batch_normalization_layer_fixture_8h_source.xhtml#l00048">BatchNormalizationLayerValidationFixedPointFixture&lt; TensorType, AccessorType, FunctionType, T &gt;::setup()</a>, <a class="el" href="validation_2fixtures_2_normalize_planar_y_u_v_layer_fixture_8h_source.xhtml#l00048">NormalizePlanarYUVLayerValidationFixedPointFixture&lt; TensorType, AccessorType, FunctionType, T &gt;::setup()</a>, <a class="el" href="validation_2fixtures_2_activation_layer_fixture_8h_source.xhtml#l00050">ActivationValidationGenericFixture&lt; TensorType, AccessorType, FunctionType, T &gt;::setup()</a>, and <a class="el" href="validation_2fixtures_2_fully_connected_layer_fixture_8h_source.xhtml#l00056">FullyConnectedLayerValidationGenericFixture&lt; TensorType, AccessorType, FunctionType, T, run_interleave &gt;::setup()</a>.</p>
+<div class="fragment"><div class="line"><a name="l00736"></a><span class="lineno">  736</span>&#160;{</div><div class="line"><a name="l00737"></a><span class="lineno">  737</span>&#160;    <span class="keywordflow">switch</span>(dt)</div><div class="line"><a name="l00738"></a><span class="lineno">  738</span>&#160;    {</div><div class="line"><a name="l00739"></a><span class="lineno">  739</span>&#160;        <span class="keywordflow">case</span> DataType::F16:</div><div class="line"><a name="l00740"></a><span class="lineno">  740</span>&#160;        <span class="keywordflow">case</span> DataType::F32:</div><div class="line"><a name="l00741"></a><span class="lineno">  741</span>&#160;            <span class="keywordflow">return</span> <span class="keyword">true</span>;</div><div class="line"><a name="l00742"></a><span class="lineno">  742</span>&#160;        <span class="keywordflow">default</span>:</div><div class="line"><a name="l00743"></a><span class="lineno">  743</span>&#160;            <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00744"></a><span class="lineno">  744</span>&#160;    }</div><div class="line"><a name="l00745"></a><span class="lineno">  745</span>&#160;}</div></div><!-- fragment -->
 </div>
 </div>
 <a class="anchor" id="a0bee325b210f81bb89fe1f9e15badf9c"></a>
@@ -12352,12 +12348,12 @@
 </dl>
 <dl class="section return"><dt>Returns</dt><dd>True if data type is of quantized type, else false. </dd></dl>
 
-<p>Definition at line <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml#l00757">757</a> of file <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml">Utils.h</a>.</p>
+<p>Definition at line <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml#l00755">755</a> of file <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml">Utils.h</a>.</p>
 
 <p>References <a class="el" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6af14462d71aa842202c3e4b272c7ec924">QASYMM8</a>, <a class="el" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a48d877702a2957f5a932c43a357866f9">QS16</a>, <a class="el" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6ad5695915456312560039ee411667cdbf">QS32</a>, and <a class="el" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a11cde4d3551db3f9498d339a67189543">QS8</a>.</p>
 
 <p>Referenced by <a class="el" href="validation_2fixtures_2_pooling_layer_fixture_8h_source.xhtml#l00050">PoolingLayerValidationGenericFixture&lt; TensorType, AccessorType, FunctionType, T &gt;::setup()</a>, and <a class="el" href="validation_2fixtures_2_softmax_layer_fixture_8h_source.xhtml#l00050">SoftmaxValidationGenericFixture&lt; TensorType, AccessorType, FunctionType, T &gt;::setup()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00758"></a><span class="lineno">  758</span>&#160;{</div><div class="line"><a name="l00759"></a><span class="lineno">  759</span>&#160;    <span class="keywordflow">switch</span>(dt)</div><div class="line"><a name="l00760"></a><span class="lineno">  760</span>&#160;    {</div><div class="line"><a name="l00761"></a><span class="lineno">  761</span>&#160;        <span class="keywordflow">case</span> DataType::QS8:</div><div class="line"><a name="l00762"></a><span class="lineno">  762</span>&#160;        <span class="keywordflow">case</span> DataType::QASYMM8:</div><div class="line"><a name="l00763"></a><span class="lineno">  763</span>&#160;        <span class="keywordflow">case</span> DataType::QS16:</div><div class="line"><a name="l00764"></a><span class="lineno">  764</span>&#160;        <span class="keywordflow">case</span> DataType::QS32:</div><div class="line"><a name="l00765"></a><span class="lineno">  765</span>&#160;            <span class="keywordflow">return</span> <span class="keyword">true</span>;</div><div class="line"><a name="l00766"></a><span class="lineno">  766</span>&#160;        <span class="keywordflow">default</span>:</div><div class="line"><a name="l00767"></a><span class="lineno">  767</span>&#160;            <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00768"></a><span class="lineno">  768</span>&#160;    }</div><div class="line"><a name="l00769"></a><span class="lineno">  769</span>&#160;}</div></div><!-- fragment -->
+<div class="fragment"><div class="line"><a name="l00756"></a><span class="lineno">  756</span>&#160;{</div><div class="line"><a name="l00757"></a><span class="lineno">  757</span>&#160;    <span class="keywordflow">switch</span>(dt)</div><div class="line"><a name="l00758"></a><span class="lineno">  758</span>&#160;    {</div><div class="line"><a name="l00759"></a><span class="lineno">  759</span>&#160;        <span class="keywordflow">case</span> DataType::QS8:</div><div class="line"><a name="l00760"></a><span class="lineno">  760</span>&#160;        <span class="keywordflow">case</span> DataType::QASYMM8:</div><div class="line"><a name="l00761"></a><span class="lineno">  761</span>&#160;        <span class="keywordflow">case</span> DataType::QS16:</div><div class="line"><a name="l00762"></a><span class="lineno">  762</span>&#160;        <span class="keywordflow">case</span> DataType::QS32:</div><div class="line"><a name="l00763"></a><span class="lineno">  763</span>&#160;            <span class="keywordflow">return</span> <span class="keyword">true</span>;</div><div class="line"><a name="l00764"></a><span class="lineno">  764</span>&#160;        <span class="keywordflow">default</span>:</div><div class="line"><a name="l00765"></a><span class="lineno">  765</span>&#160;            <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00766"></a><span class="lineno">  766</span>&#160;    }</div><div class="line"><a name="l00767"></a><span class="lineno">  767</span>&#160;}</div></div><!-- fragment -->
 </div>
 </div>
 <a class="anchor" id="a14f46283f316e7f0fad301d5c1507e9f"></a>
@@ -12391,12 +12387,12 @@
 </dl>
 <dl class="section return"><dt>Returns</dt><dd>True if data type is of symmetric quantized type, else false. </dd></dl>
 
-<p>Definition at line <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml#l00796">796</a> of file <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml">Utils.h</a>.</p>
+<p>Definition at line <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml#l00794">794</a> of file <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml">Utils.h</a>.</p>
 
 <p>References <a class="el" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6af14462d71aa842202c3e4b272c7ec924">QASYMM8</a>.</p>
 
-<p>Referenced by <a class="el" href="validation_2_c_l_2_convolution_layer_8cpp_source.xhtml#l00066">arm_compute::test::validation::DATA_TEST_CASE()</a>, <a class="el" href="_validate_8h_source.xhtml#l00494">error_on_mismatching_quantization_info()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00279">set_quantization_info_if_empty()</a>, <a class="el" href="validation_2fixtures_2_pooling_layer_fixture_8h_source.xhtml#l00050">PoolingLayerValidationGenericFixture&lt; TensorType, AccessorType, FunctionType, T &gt;::setup()</a>, <a class="el" href="validation_2fixtures_2_softmax_layer_fixture_8h_source.xhtml#l00050">SoftmaxValidationGenericFixture&lt; TensorType, AccessorType, FunctionType, T &gt;::setup()</a>, <a class="el" href="validation_2fixtures_2_activation_layer_fixture_8h_source.xhtml#l00050">ActivationValidationGenericFixture&lt; TensorType, AccessorType, FunctionType, T &gt;::setup()</a>, <a class="el" href="_direct_convolution_layer_fixture_8h_source.xhtml#l00051">DirectConvolutionValidationGenericFixture&lt; TensorType, AccessorType, FunctionType, T &gt;::setup()</a>, <a class="el" href="validation_2fixtures_2_depthwise_convolution_layer_fixture_8h_source.xhtml#l00053">DepthwiseConvolutionLayerValidationGenericFixture&lt; TensorType, AccessorType, FunctionType, T &gt;::setup()</a>, <a class="el" href="validation_2fixtures_2_fully_connected_layer_fixture_8h_source.xhtml#l00056">FullyConnectedLayerValidationGenericFixture&lt; TensorType, AccessorType, FunctionType, T, run_interleave &gt;::setup()</a>, and <a class="el" href="validation_2fixtures_2_convolution_layer_fixture_8h_source.xhtml#l00057">ConvolutionValidationGenericFixture&lt; TensorType, AccessorType, FunctionType, T &gt;::setup()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00797"></a><span class="lineno">  797</span>&#160;{</div><div class="line"><a name="l00798"></a><span class="lineno">  798</span>&#160;    <span class="keywordflow">switch</span>(dt)</div><div class="line"><a name="l00799"></a><span class="lineno">  799</span>&#160;    {</div><div class="line"><a name="l00800"></a><span class="lineno">  800</span>&#160;        <span class="keywordflow">case</span> DataType::QASYMM8:</div><div class="line"><a name="l00801"></a><span class="lineno">  801</span>&#160;            <span class="keywordflow">return</span> <span class="keyword">true</span>;</div><div class="line"><a name="l00802"></a><span class="lineno">  802</span>&#160;        <span class="keywordflow">default</span>:</div><div class="line"><a name="l00803"></a><span class="lineno">  803</span>&#160;            <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00804"></a><span class="lineno">  804</span>&#160;    }</div><div class="line"><a name="l00805"></a><span class="lineno">  805</span>&#160;}</div></div><!-- fragment -->
+<p>Referenced by <a class="el" href="validation_2_c_l_2_convolution_layer_8cpp_source.xhtml#l00066">arm_compute::test::validation::DATA_TEST_CASE()</a>, <a class="el" href="_validate_8h_source.xhtml#l00494">error_on_mismatching_quantization_info()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00274">set_quantization_info_if_empty()</a>, <a class="el" href="benchmark_2fixtures_2_depthwise_convolution_layer_fixture_8h_source.xhtml#l00043">DepthwiseConvolutionLayerFixture&lt; TensorType, Function, Accessor &gt;::setup()</a>, <a class="el" href="validation_2fixtures_2_activation_layer_fixture_8h_source.xhtml#l00050">ActivationValidationGenericFixture&lt; TensorType, AccessorType, FunctionType, T &gt;::setup()</a>, <a class="el" href="validation_2fixtures_2_pooling_layer_fixture_8h_source.xhtml#l00050">PoolingLayerValidationGenericFixture&lt; TensorType, AccessorType, FunctionType, T &gt;::setup()</a>, <a class="el" href="validation_2fixtures_2_softmax_layer_fixture_8h_source.xhtml#l00050">SoftmaxValidationGenericFixture&lt; TensorType, AccessorType, FunctionType, T &gt;::setup()</a>, <a class="el" href="_direct_convolution_layer_fixture_8h_source.xhtml#l00051">DirectConvolutionValidationGenericFixture&lt; TensorType, AccessorType, FunctionType, T &gt;::setup()</a>, <a class="el" href="validation_2fixtures_2_depthwise_convolution_layer_fixture_8h_source.xhtml#l00055">DepthwiseConvolutionLayerValidationGenericFixture&lt; TensorType, AccessorType, FunctionType, T &gt;::setup()</a>, <a class="el" href="validation_2fixtures_2_fully_connected_layer_fixture_8h_source.xhtml#l00056">FullyConnectedLayerValidationGenericFixture&lt; TensorType, AccessorType, FunctionType, T, run_interleave &gt;::setup()</a>, and <a class="el" href="validation_2fixtures_2_convolution_layer_fixture_8h_source.xhtml#l00057">ConvolutionValidationGenericFixture&lt; TensorType, AccessorType, FunctionType, T &gt;::setup()</a>.</p>
+<div class="fragment"><div class="line"><a name="l00795"></a><span class="lineno">  795</span>&#160;{</div><div class="line"><a name="l00796"></a><span class="lineno">  796</span>&#160;    <span class="keywordflow">switch</span>(dt)</div><div class="line"><a name="l00797"></a><span class="lineno">  797</span>&#160;    {</div><div class="line"><a name="l00798"></a><span class="lineno">  798</span>&#160;        <span class="keywordflow">case</span> DataType::QASYMM8:</div><div class="line"><a name="l00799"></a><span class="lineno">  799</span>&#160;            <span class="keywordflow">return</span> <span class="keyword">true</span>;</div><div class="line"><a name="l00800"></a><span class="lineno">  800</span>&#160;        <span class="keywordflow">default</span>:</div><div class="line"><a name="l00801"></a><span class="lineno">  801</span>&#160;            <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00802"></a><span class="lineno">  802</span>&#160;    }</div><div class="line"><a name="l00803"></a><span class="lineno">  803</span>&#160;}</div></div><!-- fragment -->
 </div>
 </div>
 <a class="anchor" id="a532fb45c0261724a4c2e755cfd3a44e6"></a>
@@ -12474,7 +12470,7 @@
 </dl>
 <dl class="section return"><dt>Returns</dt><dd>The maximum width of the elements. </dd></dl>
 
-<p>Referenced by <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml#l00863">max_consecutive_elements_display_width_impl()</a>.</p>
+<p>Referenced by <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml#l00861">max_consecutive_elements_display_width_impl()</a>.</p>
 
 </div>
 </div>
@@ -12519,11 +12515,11 @@
 </dl>
 <dl class="section return"><dt>Returns</dt><dd>The maximum width of the elements. </dd></dl>
 
-<p>Definition at line <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml#l00863">863</a> of file <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml">Utils.h</a>.</p>
+<p>Definition at line <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml#l00861">861</a> of file <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml">Utils.h</a>.</p>
 
-<p>References <a class="el" href="namespacearm__compute.xhtml#ac3f2de3a35ff8d9a47b5b793637784e7">max_consecutive_elements_display_width()</a>, <a class="el" href="namespacearm__compute.xhtml#a51a0d2ae440bc8cab3fbbe84bfea8b1d">print_consecutive_elements()</a>, <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor::type</a>, and <a class="el" href="hwc_8hpp_source.xhtml#l00269">value</a>.</p>
-<div class="fragment"><div class="line"><a name="l00864"></a><span class="lineno">  864</span>&#160;{</div><div class="line"><a name="l00865"></a><span class="lineno">  865</span>&#160;    <span class="keyword">using</span> print_type = <span class="keyword">typename</span> <a class="code" href="hwc_8hpp.xhtml#a0f61d63b009d0880a89c843bd50d8d76">std::conditional&lt;std::is_floating_point&lt;T&gt;::value</a>, T, <span class="keywordtype">int</span>&gt;<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">::type</a>;</div><div class="line"><a name="l00866"></a><span class="lineno">  866</span>&#160;</div><div class="line"><a name="l00867"></a><span class="lineno">  867</span>&#160;    <span class="keywordtype">int</span> max_width = -1;</div><div class="line"><a name="l00868"></a><span class="lineno">  868</span>&#160;    <span class="keywordflow">for</span>(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> i = 0; i &lt; n; ++i)</div><div class="line"><a name="l00869"></a><span class="lineno">  869</span>&#160;    {</div><div class="line"><a name="l00870"></a><span class="lineno">  870</span>&#160;        std::stringstream ss;</div><div class="line"><a name="l00871"></a><span class="lineno">  871</span>&#160;        ss.copyfmt(s);</div><div class="line"><a name="l00872"></a><span class="lineno">  872</span>&#160;</div><div class="line"><a name="l00873"></a><span class="lineno">  873</span>&#160;        <span class="keywordflow">if</span>(std::is_same&lt;<span class="keyword">typename</span> <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">std::decay&lt;T&gt;::type</a>, <a class="code" href="namespacearm__compute.xhtml#a73e2825fd61d349c5ca2f5313e3c8ea1">half</a>&gt;::<a class="code" href="hwc_8hpp.xhtml#a0f61d63b009d0880a89c843bd50d8d76">value</a>)</div><div class="line"><a name="l00874"></a><span class="lineno">  874</span>&#160;        {</div><div class="line"><a name="l00875"></a><span class="lineno">  875</span>&#160;            <span class="comment">// We use T instead of print_type here is because the std::is_floating_point&lt;half&gt; returns false and then the print_type becomes int.</span></div><div class="line"><a name="l00876"></a><span class="lineno">  876</span>&#160;            ss &lt;&lt; static_cast&lt;T&gt;(ptr[i]);</div><div class="line"><a name="l00877"></a><span class="lineno">  877</span>&#160;        }</div><div class="line"><a name="l00878"></a><span class="lineno">  878</span>&#160;        <span class="keywordflow">else</span></div><div class="line"><a name="l00879"></a><span class="lineno">  879</span>&#160;        {</div><div class="line"><a name="l00880"></a><span class="lineno">  880</span>&#160;            ss &lt;&lt; static_cast&lt;print_type&gt;(ptr[i]);</div><div class="line"><a name="l00881"></a><span class="lineno">  881</span>&#160;        }</div><div class="line"><a name="l00882"></a><span class="lineno">  882</span>&#160;</div><div class="line"><a name="l00883"></a><span class="lineno">  883</span>&#160;        max_width = std::max&lt;int&gt;(max_width, ss.str().size());</div><div class="line"><a name="l00884"></a><span class="lineno">  884</span>&#160;    }</div><div class="line"><a name="l00885"></a><span class="lineno">  885</span>&#160;    <span class="keywordflow">return</span> max_width;</div><div class="line"><a name="l00886"></a><span class="lineno">  886</span>&#160;}</div><div class="ttc" id="namespacearm__compute_xhtml_a73e2825fd61d349c5ca2f5313e3c8ea1"><div class="ttname"><a href="namespacearm__compute.xhtml#a73e2825fd61d349c5ca2f5313e3c8ea1">arm_compute::half</a></div><div class="ttdeci">half_float::half half</div><div class="ttdoc">16-bit floating point type </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_types_8h_source.xhtml#l00043">Types.h:43</a></div></div>
-<div class="ttc" id="hwc_8hpp_xhtml_a0f61d63b009d0880a89c843bd50d8d76"><div class="ttname"><a href="hwc_8hpp.xhtml#a0f61d63b009d0880a89c843bd50d8d76">value</a></div><div class="ttdeci">void * value</div><div class="ttdef"><b>Definition:</b> <a href="hwc_8hpp_source.xhtml#l00269">hwc.hpp:269</a></div></div>
+<p>References <a class="el" href="namespacearm__compute.xhtml#ac3f2de3a35ff8d9a47b5b793637784e7">max_consecutive_elements_display_width()</a>, <a class="el" href="namespacearm__compute.xhtml#a51a0d2ae440bc8cab3fbbe84bfea8b1d">print_consecutive_elements()</a>, <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor::type</a>, and <a class="el" href="hwc_8hpp_source.xhtml#l00278">value</a>.</p>
+<div class="fragment"><div class="line"><a name="l00862"></a><span class="lineno">  862</span>&#160;{</div><div class="line"><a name="l00863"></a><span class="lineno">  863</span>&#160;    <span class="keyword">using</span> print_type = <span class="keyword">typename</span> <a class="code" href="hwc_8hpp.xhtml#a0f61d63b009d0880a89c843bd50d8d76">std::conditional&lt;std::is_floating_point&lt;T&gt;::value</a>, T, <span class="keywordtype">int</span>&gt;<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">::type</a>;</div><div class="line"><a name="l00864"></a><span class="lineno">  864</span>&#160;</div><div class="line"><a name="l00865"></a><span class="lineno">  865</span>&#160;    <span class="keywordtype">int</span> max_width = -1;</div><div class="line"><a name="l00866"></a><span class="lineno">  866</span>&#160;    <span class="keywordflow">for</span>(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> i = 0; i &lt; n; ++i)</div><div class="line"><a name="l00867"></a><span class="lineno">  867</span>&#160;    {</div><div class="line"><a name="l00868"></a><span class="lineno">  868</span>&#160;        std::stringstream ss;</div><div class="line"><a name="l00869"></a><span class="lineno">  869</span>&#160;        ss.copyfmt(s);</div><div class="line"><a name="l00870"></a><span class="lineno">  870</span>&#160;</div><div class="line"><a name="l00871"></a><span class="lineno">  871</span>&#160;        <span class="keywordflow">if</span>(std::is_same&lt;<span class="keyword">typename</span> <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">std::decay&lt;T&gt;::type</a>, <a class="code" href="namespacearm__compute.xhtml#a73e2825fd61d349c5ca2f5313e3c8ea1">half</a>&gt;::<a class="code" href="hwc_8hpp.xhtml#a0f61d63b009d0880a89c843bd50d8d76">value</a>)</div><div class="line"><a name="l00872"></a><span class="lineno">  872</span>&#160;        {</div><div class="line"><a name="l00873"></a><span class="lineno">  873</span>&#160;            <span class="comment">// We use T instead of print_type here is because the std::is_floating_point&lt;half&gt; returns false and then the print_type becomes int.</span></div><div class="line"><a name="l00874"></a><span class="lineno">  874</span>&#160;            ss &lt;&lt; static_cast&lt;T&gt;(ptr[i]);</div><div class="line"><a name="l00875"></a><span class="lineno">  875</span>&#160;        }</div><div class="line"><a name="l00876"></a><span class="lineno">  876</span>&#160;        <span class="keywordflow">else</span></div><div class="line"><a name="l00877"></a><span class="lineno">  877</span>&#160;        {</div><div class="line"><a name="l00878"></a><span class="lineno">  878</span>&#160;            ss &lt;&lt; static_cast&lt;print_type&gt;(ptr[i]);</div><div class="line"><a name="l00879"></a><span class="lineno">  879</span>&#160;        }</div><div class="line"><a name="l00880"></a><span class="lineno">  880</span>&#160;</div><div class="line"><a name="l00881"></a><span class="lineno">  881</span>&#160;        max_width = std::max&lt;int&gt;(max_width, ss.str().size());</div><div class="line"><a name="l00882"></a><span class="lineno">  882</span>&#160;    }</div><div class="line"><a name="l00883"></a><span class="lineno">  883</span>&#160;    <span class="keywordflow">return</span> max_width;</div><div class="line"><a name="l00884"></a><span class="lineno">  884</span>&#160;}</div><div class="ttc" id="namespacearm__compute_xhtml_a73e2825fd61d349c5ca2f5313e3c8ea1"><div class="ttname"><a href="namespacearm__compute.xhtml#a73e2825fd61d349c5ca2f5313e3c8ea1">arm_compute::half</a></div><div class="ttdeci">half_float::half half</div><div class="ttdoc">16-bit floating point type </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_types_8h_source.xhtml#l00043">Types.h:43</a></div></div>
+<div class="ttc" id="hwc_8hpp_xhtml_a0f61d63b009d0880a89c843bd50d8d76"><div class="ttname"><a href="hwc_8hpp.xhtml#a0f61d63b009d0880a89c843bd50d8d76">value</a></div><div class="ttdeci">void * value</div><div class="ttdef"><b>Definition:</b> <a href="hwc_8hpp_source.xhtml#l00278">hwc.hpp:278</a></div></div>
 <div class="ttc" id="namespacecaffe__data__extractor_xhtml_a7aead736a07eaf25623ad7bfa1f0ee2d"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">caffe_data_extractor.type</a></div><div class="ttdeci">type</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
 </div><!-- fragment -->
 </div>
@@ -12643,7 +12639,7 @@
       </table>
 </div><div class="memdoc">
 
-<p>Referenced by <a class="el" href="_framework_8cpp_source.xhtml#l00260">Framework::error_on_missing_assets()</a>.</p>
+<p>Referenced by <a class="el" href="tests_2_utils_8h_source.xhtml#l00634">arm_compute::test::sync_if_necessary()</a>.</p>
 
 </div>
 </div>
@@ -12663,7 +12659,7 @@
 <p>Check if the OpenGL ES 3.1 API is available at runtime. </p>
 <dl class="section return"><dt>Returns</dt><dd>true if the OpenGL ES 3.1 API is available. </dd></dl>
 
-<p>Referenced by <a class="el" href="_framework_8cpp_source.xhtml#l00260">Framework::error_on_missing_assets()</a>, <a class="el" href="_open_g_l_e_s_8h_source.xhtml#l00148">NDRange::get()</a>, <a class="el" href="benchmark_2fixtures_2_softmax_layer_fixture_8h_source.xhtml#l00073">SoftmaxLayerFixture&lt; TensorType, Function, Accessor &gt;::run()</a>, <a class="el" href="benchmark_2fixtures_2_fully_connected_layer_fixture_8h_source.xhtml#l00078">FullyConnectedLayerFixture&lt; TensorType, Function, Accessor &gt;::run()</a>, <a class="el" href="benchmark_2fixtures_2_convolution_layer_fixture_8h_source.xhtml#l00078">ConvolutionLayerFixture&lt; TensorType, Function, Accessor &gt;::run()</a>, and <a class="el" href="benchmark_2fixtures_2_batch_normalization_layer_fixture_8h_source.xhtml#l00082">BatchNormalizationLayerFixture&lt; TensorType, Function, Accessor &gt;::run()</a>.</p>
+<p>Referenced by <a class="el" href="_open_g_l_e_s_8h_source.xhtml#l00148">NDRange::get()</a>, and <a class="el" href="tests_2_utils_8h_source.xhtml#l00651">arm_compute::test::sync_tensor_if_necessary()</a>.</p>
 
 </div>
 </div>
@@ -12760,8 +12756,8 @@
 
 <p>Formatted output of the <a class="el" href="classarm__compute_1_1_dimensions.xhtml" title="Dimensions with dimensionality. ">Dimensions</a> type. </p>
 
-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00043">43</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
-<div class="fragment"><div class="line"><a name="l00044"></a><span class="lineno">   44</span>&#160;{</div><div class="line"><a name="l00045"></a><span class="lineno">   45</span>&#160;    <span class="keywordflow">if</span>(dimensions.num_dimensions() &gt; 0)</div><div class="line"><a name="l00046"></a><span class="lineno">   46</span>&#160;    {</div><div class="line"><a name="l00047"></a><span class="lineno">   47</span>&#160;        os &lt;&lt; dimensions[0];</div><div class="line"><a name="l00048"></a><span class="lineno">   48</span>&#160;</div><div class="line"><a name="l00049"></a><span class="lineno">   49</span>&#160;        <span class="keywordflow">for</span>(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> d = 1; d &lt; dimensions.num_dimensions(); ++d)</div><div class="line"><a name="l00050"></a><span class="lineno">   50</span>&#160;        {</div><div class="line"><a name="l00051"></a><span class="lineno">   51</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;x&quot;</span> &lt;&lt; dimensions[d];</div><div class="line"><a name="l00052"></a><span class="lineno">   52</span>&#160;        }</div><div class="line"><a name="l00053"></a><span class="lineno">   53</span>&#160;    }</div><div class="line"><a name="l00054"></a><span class="lineno">   54</span>&#160;</div><div class="line"><a name="l00055"></a><span class="lineno">   55</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00056"></a><span class="lineno">   56</span>&#160;}</div></div><!-- fragment -->
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00045">45</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<div class="fragment"><div class="line"><a name="l00046"></a><span class="lineno">   46</span>&#160;{</div><div class="line"><a name="l00047"></a><span class="lineno">   47</span>&#160;    <span class="keywordflow">if</span>(dimensions.num_dimensions() &gt; 0)</div><div class="line"><a name="l00048"></a><span class="lineno">   48</span>&#160;    {</div><div class="line"><a name="l00049"></a><span class="lineno">   49</span>&#160;        os &lt;&lt; dimensions[0];</div><div class="line"><a name="l00050"></a><span class="lineno">   50</span>&#160;</div><div class="line"><a name="l00051"></a><span class="lineno">   51</span>&#160;        <span class="keywordflow">for</span>(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> d = 1; d &lt; dimensions.num_dimensions(); ++d)</div><div class="line"><a name="l00052"></a><span class="lineno">   52</span>&#160;        {</div><div class="line"><a name="l00053"></a><span class="lineno">   53</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;x&quot;</span> &lt;&lt; dimensions[d];</div><div class="line"><a name="l00054"></a><span class="lineno">   54</span>&#160;        }</div><div class="line"><a name="l00055"></a><span class="lineno">   55</span>&#160;    }</div><div class="line"><a name="l00056"></a><span class="lineno">   56</span>&#160;</div><div class="line"><a name="l00057"></a><span class="lineno">   57</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00058"></a><span class="lineno">   58</span>&#160;}</div></div><!-- fragment -->
 </div>
 </div>
 <a class="anchor" id="ae8c2a3451bcf739a75aa7438e7a78d45"></a>
@@ -12790,10 +12786,10 @@
 
 <p>Formatted output of the NonLinearFilterFunction type. </p>
 
-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00059">59</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00061">61</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
 <p>References <a class="el" href="core_2_error_8h_source.xhtml#l00238">ARM_COMPUTE_ERROR</a>, <a class="el" href="namespacearm__compute.xhtml#adf2ced65e536375a1c96425d9fced858a26a4b44a837bf97b972628509912b4a5">MAX</a>, <a class="el" href="namespacearm__compute.xhtml#adf2ced65e536375a1c96425d9fced858a8ab0c3a037e882577dec378985477074">MEDIAN</a>, and <a class="el" href="namespacearm__compute.xhtml#adf2ced65e536375a1c96425d9fced858ace31e2a082d17e038fcc6e3006166653">MIN</a>.</p>
-<div class="fragment"><div class="line"><a name="l00060"></a><span class="lineno">   60</span>&#160;{</div><div class="line"><a name="l00061"></a><span class="lineno">   61</span>&#160;    <span class="keywordflow">switch</span>(<span class="keyword">function</span>)</div><div class="line"><a name="l00062"></a><span class="lineno">   62</span>&#160;    {</div><div class="line"><a name="l00063"></a><span class="lineno">   63</span>&#160;        <span class="keywordflow">case</span> NonLinearFilterFunction::MAX:</div><div class="line"><a name="l00064"></a><span class="lineno">   64</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;MAX&quot;</span>;</div><div class="line"><a name="l00065"></a><span class="lineno">   65</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00066"></a><span class="lineno">   66</span>&#160;        <span class="keywordflow">case</span> NonLinearFilterFunction::MEDIAN:</div><div class="line"><a name="l00067"></a><span class="lineno">   67</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;MEDIAN&quot;</span>;</div><div class="line"><a name="l00068"></a><span class="lineno">   68</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00069"></a><span class="lineno">   69</span>&#160;        <span class="keywordflow">case</span> NonLinearFilterFunction::MIN:</div><div class="line"><a name="l00070"></a><span class="lineno">   70</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;MIN&quot;</span>;</div><div class="line"><a name="l00071"></a><span class="lineno">   71</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00072"></a><span class="lineno">   72</span>&#160;        <span class="keywordflow">default</span>:</div><div class="line"><a name="l00073"></a><span class="lineno">   73</span>&#160;            <a class="code" href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a>(<span class="stringliteral">&quot;NOT_SUPPORTED!&quot;</span>);</div><div class="line"><a name="l00074"></a><span class="lineno">   74</span>&#160;    }</div><div class="line"><a name="l00075"></a><span class="lineno">   75</span>&#160;</div><div class="line"><a name="l00076"></a><span class="lineno">   76</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00077"></a><span class="lineno">   77</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a05b19c75afe9c24200a62b9724734bbd"><div class="ttname"><a href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR(...)</div><div class="ttdoc">Print the given message then throw an std::runtime_error. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00238">Error.h:238</a></div></div>
+<div class="fragment"><div class="line"><a name="l00062"></a><span class="lineno">   62</span>&#160;{</div><div class="line"><a name="l00063"></a><span class="lineno">   63</span>&#160;    <span class="keywordflow">switch</span>(<span class="keyword">function</span>)</div><div class="line"><a name="l00064"></a><span class="lineno">   64</span>&#160;    {</div><div class="line"><a name="l00065"></a><span class="lineno">   65</span>&#160;        <span class="keywordflow">case</span> NonLinearFilterFunction::MAX:</div><div class="line"><a name="l00066"></a><span class="lineno">   66</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;MAX&quot;</span>;</div><div class="line"><a name="l00067"></a><span class="lineno">   67</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00068"></a><span class="lineno">   68</span>&#160;        <span class="keywordflow">case</span> NonLinearFilterFunction::MEDIAN:</div><div class="line"><a name="l00069"></a><span class="lineno">   69</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;MEDIAN&quot;</span>;</div><div class="line"><a name="l00070"></a><span class="lineno">   70</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00071"></a><span class="lineno">   71</span>&#160;        <span class="keywordflow">case</span> NonLinearFilterFunction::MIN:</div><div class="line"><a name="l00072"></a><span class="lineno">   72</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;MIN&quot;</span>;</div><div class="line"><a name="l00073"></a><span class="lineno">   73</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00074"></a><span class="lineno">   74</span>&#160;        <span class="keywordflow">default</span>:</div><div class="line"><a name="l00075"></a><span class="lineno">   75</span>&#160;            <a class="code" href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a>(<span class="stringliteral">&quot;NOT_SUPPORTED!&quot;</span>);</div><div class="line"><a name="l00076"></a><span class="lineno">   76</span>&#160;    }</div><div class="line"><a name="l00077"></a><span class="lineno">   77</span>&#160;</div><div class="line"><a name="l00078"></a><span class="lineno">   78</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00079"></a><span class="lineno">   79</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a05b19c75afe9c24200a62b9724734bbd"><div class="ttname"><a href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR(...)</div><div class="ttdoc">Print the given message then throw an std::runtime_error. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00238">Error.h:238</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -12823,10 +12819,10 @@
 
 <p>Formatted output of the MatrixPattern type. </p>
 
-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00087">87</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00089">89</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
 <p>References <a class="el" href="core_2_error_8h_source.xhtml#l00238">ARM_COMPUTE_ERROR</a>, <a class="el" href="namespacearm__compute.xhtml#afdda916edc7502967bbec17ea3c06c02ae657cce1913c857166b0475f18668ef5">BOX</a>, <a class="el" href="namespacearm__compute.xhtml#afdda916edc7502967bbec17ea3c06c02a04dd53a8e6c2306e9bbf944c1d6047f2">CROSS</a>, <a class="el" href="namespacearm__compute.xhtml#afdda916edc7502967bbec17ea3c06c02a290d4b81f4e2b47d86fd1b0170e9aab7">DISK</a>, and <a class="el" href="namespacearm__compute.xhtml#afdda916edc7502967bbec17ea3c06c02a03570470bad94692ce93e32700d2e1cb">OTHER</a>.</p>
-<div class="fragment"><div class="line"><a name="l00088"></a><span class="lineno">   88</span>&#160;{</div><div class="line"><a name="l00089"></a><span class="lineno">   89</span>&#160;    <span class="keywordflow">switch</span>(pattern)</div><div class="line"><a name="l00090"></a><span class="lineno">   90</span>&#160;    {</div><div class="line"><a name="l00091"></a><span class="lineno">   91</span>&#160;        <span class="keywordflow">case</span> MatrixPattern::BOX:</div><div class="line"><a name="l00092"></a><span class="lineno">   92</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;BOX&quot;</span>;</div><div class="line"><a name="l00093"></a><span class="lineno">   93</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00094"></a><span class="lineno">   94</span>&#160;        <span class="keywordflow">case</span> MatrixPattern::CROSS:</div><div class="line"><a name="l00095"></a><span class="lineno">   95</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;CROSS&quot;</span>;</div><div class="line"><a name="l00096"></a><span class="lineno">   96</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00097"></a><span class="lineno">   97</span>&#160;        <span class="keywordflow">case</span> MatrixPattern::DISK:</div><div class="line"><a name="l00098"></a><span class="lineno">   98</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;DISK&quot;</span>;</div><div class="line"><a name="l00099"></a><span class="lineno">   99</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00100"></a><span class="lineno">  100</span>&#160;        <span class="keywordflow">case</span> MatrixPattern::OTHER:</div><div class="line"><a name="l00101"></a><span class="lineno">  101</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;OTHER&quot;</span>;</div><div class="line"><a name="l00102"></a><span class="lineno">  102</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00103"></a><span class="lineno">  103</span>&#160;        <span class="keywordflow">default</span>:</div><div class="line"><a name="l00104"></a><span class="lineno">  104</span>&#160;            <a class="code" href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a>(<span class="stringliteral">&quot;NOT_SUPPORTED!&quot;</span>);</div><div class="line"><a name="l00105"></a><span class="lineno">  105</span>&#160;    }</div><div class="line"><a name="l00106"></a><span class="lineno">  106</span>&#160;</div><div class="line"><a name="l00107"></a><span class="lineno">  107</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00108"></a><span class="lineno">  108</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a05b19c75afe9c24200a62b9724734bbd"><div class="ttname"><a href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR(...)</div><div class="ttdoc">Print the given message then throw an std::runtime_error. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00238">Error.h:238</a></div></div>
+<div class="fragment"><div class="line"><a name="l00090"></a><span class="lineno">   90</span>&#160;{</div><div class="line"><a name="l00091"></a><span class="lineno">   91</span>&#160;    <span class="keywordflow">switch</span>(pattern)</div><div class="line"><a name="l00092"></a><span class="lineno">   92</span>&#160;    {</div><div class="line"><a name="l00093"></a><span class="lineno">   93</span>&#160;        <span class="keywordflow">case</span> MatrixPattern::BOX:</div><div class="line"><a name="l00094"></a><span class="lineno">   94</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;BOX&quot;</span>;</div><div class="line"><a name="l00095"></a><span class="lineno">   95</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00096"></a><span class="lineno">   96</span>&#160;        <span class="keywordflow">case</span> MatrixPattern::CROSS:</div><div class="line"><a name="l00097"></a><span class="lineno">   97</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;CROSS&quot;</span>;</div><div class="line"><a name="l00098"></a><span class="lineno">   98</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00099"></a><span class="lineno">   99</span>&#160;        <span class="keywordflow">case</span> MatrixPattern::DISK:</div><div class="line"><a name="l00100"></a><span class="lineno">  100</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;DISK&quot;</span>;</div><div class="line"><a name="l00101"></a><span class="lineno">  101</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00102"></a><span class="lineno">  102</span>&#160;        <span class="keywordflow">case</span> MatrixPattern::OTHER:</div><div class="line"><a name="l00103"></a><span class="lineno">  103</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;OTHER&quot;</span>;</div><div class="line"><a name="l00104"></a><span class="lineno">  104</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00105"></a><span class="lineno">  105</span>&#160;        <span class="keywordflow">default</span>:</div><div class="line"><a name="l00106"></a><span class="lineno">  106</span>&#160;            <a class="code" href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a>(<span class="stringliteral">&quot;NOT_SUPPORTED!&quot;</span>);</div><div class="line"><a name="l00107"></a><span class="lineno">  107</span>&#160;    }</div><div class="line"><a name="l00108"></a><span class="lineno">  108</span>&#160;</div><div class="line"><a name="l00109"></a><span class="lineno">  109</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00110"></a><span class="lineno">  110</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a05b19c75afe9c24200a62b9724734bbd"><div class="ttname"><a href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR(...)</div><div class="ttdoc">Print the given message then throw an std::runtime_error. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00238">Error.h:238</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -12856,10 +12852,10 @@
 
 <p>Formatted output of the RoundingPolicy type. </p>
 
-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00118">118</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00120">120</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
 <p>References <a class="el" href="core_2_error_8h_source.xhtml#l00238">ARM_COMPUTE_ERROR</a>, <a class="el" href="namespacearm__compute.xhtml#add6426cbf2e057a195846d4ba09a50bea02ff1fff1812f84c89547fcd6c176150">TO_NEAREST_EVEN</a>, <a class="el" href="namespacearm__compute.xhtml#add6426cbf2e057a195846d4ba09a50bea8c0084566b290fa9e5e429f4ae241f95">TO_NEAREST_UP</a>, and <a class="el" href="namespacearm__compute.xhtml#add6426cbf2e057a195846d4ba09a50bea5631ad8e27788edfca7e13535d862c06">TO_ZERO</a>.</p>
-<div class="fragment"><div class="line"><a name="l00119"></a><span class="lineno">  119</span>&#160;{</div><div class="line"><a name="l00120"></a><span class="lineno">  120</span>&#160;    <span class="keywordflow">switch</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a60ad1078faeaf3f59266d69ad937339f">rounding_policy</a>)</div><div class="line"><a name="l00121"></a><span class="lineno">  121</span>&#160;    {</div><div class="line"><a name="l00122"></a><span class="lineno">  122</span>&#160;        <span class="keywordflow">case</span> RoundingPolicy::TO_ZERO:</div><div class="line"><a name="l00123"></a><span class="lineno">  123</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;TO_ZERO&quot;</span>;</div><div class="line"><a name="l00124"></a><span class="lineno">  124</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00125"></a><span class="lineno">  125</span>&#160;        <span class="keywordflow">case</span> RoundingPolicy::TO_NEAREST_UP:</div><div class="line"><a name="l00126"></a><span class="lineno">  126</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;TO_NEAREST_UP&quot;</span>;</div><div class="line"><a name="l00127"></a><span class="lineno">  127</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00128"></a><span class="lineno">  128</span>&#160;        <span class="keywordflow">case</span> RoundingPolicy::TO_NEAREST_EVEN:</div><div class="line"><a name="l00129"></a><span class="lineno">  129</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;TO_NEAREST_EVEN&quot;</span>;</div><div class="line"><a name="l00130"></a><span class="lineno">  130</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00131"></a><span class="lineno">  131</span>&#160;        <span class="keywordflow">default</span>:</div><div class="line"><a name="l00132"></a><span class="lineno">  132</span>&#160;            <a class="code" href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a>(<span class="stringliteral">&quot;NOT_SUPPORTED!&quot;</span>);</div><div class="line"><a name="l00133"></a><span class="lineno">  133</span>&#160;    }</div><div class="line"><a name="l00134"></a><span class="lineno">  134</span>&#160;</div><div class="line"><a name="l00135"></a><span class="lineno">  135</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00136"></a><span class="lineno">  136</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a05b19c75afe9c24200a62b9724734bbd"><div class="ttname"><a href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR(...)</div><div class="ttdoc">Print the given message then throw an std::runtime_error. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00238">Error.h:238</a></div></div>
+<div class="fragment"><div class="line"><a name="l00121"></a><span class="lineno">  121</span>&#160;{</div><div class="line"><a name="l00122"></a><span class="lineno">  122</span>&#160;    <span class="keywordflow">switch</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a60ad1078faeaf3f59266d69ad937339f">rounding_policy</a>)</div><div class="line"><a name="l00123"></a><span class="lineno">  123</span>&#160;    {</div><div class="line"><a name="l00124"></a><span class="lineno">  124</span>&#160;        <span class="keywordflow">case</span> RoundingPolicy::TO_ZERO:</div><div class="line"><a name="l00125"></a><span class="lineno">  125</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;TO_ZERO&quot;</span>;</div><div class="line"><a name="l00126"></a><span class="lineno">  126</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00127"></a><span class="lineno">  127</span>&#160;        <span class="keywordflow">case</span> RoundingPolicy::TO_NEAREST_UP:</div><div class="line"><a name="l00128"></a><span class="lineno">  128</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;TO_NEAREST_UP&quot;</span>;</div><div class="line"><a name="l00129"></a><span class="lineno">  129</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00130"></a><span class="lineno">  130</span>&#160;        <span class="keywordflow">case</span> RoundingPolicy::TO_NEAREST_EVEN:</div><div class="line"><a name="l00131"></a><span class="lineno">  131</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;TO_NEAREST_EVEN&quot;</span>;</div><div class="line"><a name="l00132"></a><span class="lineno">  132</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00133"></a><span class="lineno">  133</span>&#160;        <span class="keywordflow">default</span>:</div><div class="line"><a name="l00134"></a><span class="lineno">  134</span>&#160;            <a class="code" href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a>(<span class="stringliteral">&quot;NOT_SUPPORTED!&quot;</span>);</div><div class="line"><a name="l00135"></a><span class="lineno">  135</span>&#160;    }</div><div class="line"><a name="l00136"></a><span class="lineno">  136</span>&#160;</div><div class="line"><a name="l00137"></a><span class="lineno">  137</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00138"></a><span class="lineno">  138</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a05b19c75afe9c24200a62b9724734bbd"><div class="ttname"><a href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR(...)</div><div class="ttdoc">Print the given message then throw an std::runtime_error. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00238">Error.h:238</a></div></div>
 <div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a60ad1078faeaf3f59266d69ad937339f"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a60ad1078faeaf3f59266d69ad937339f">arm_compute::test::validation::rounding_policy</a></div><div class="ttdeci">rounding_policy</div><div class="ttdef"><b>Definition:</b> <a href="_n_e_o_n_2_pixel_wise_multiplication_8cpp_source.xhtml#l00176">PixelWiseMultiplication.cpp:176</a></div></div>
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@@ -12890,10 +12886,10 @@
 
 <p>Formatted output of the <a class="el" href="classarm__compute_1_1_weights_info.xhtml" title="Convolution Layer Weights Information class. ">WeightsInfo</a> type. </p>
 
-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00139">139</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00141">141</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
-<p>References <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00791">WeightsInfo::are_reshaped()</a>, <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00807">WeightsInfo::kernel_size()</a>, and <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00799">WeightsInfo::num_kernels()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00140"></a><span class="lineno">  140</span>&#160;{</div><div class="line"><a name="l00141"></a><span class="lineno">  141</span>&#160;    os &lt;&lt; weights_info.are_reshaped() &lt;&lt; <span class="stringliteral">&quot;;&quot;</span>;</div><div class="line"><a name="l00142"></a><span class="lineno">  142</span>&#160;    os &lt;&lt; weights_info.num_kernels() &lt;&lt; <span class="stringliteral">&quot;;&quot;</span> &lt;&lt; weights_info.kernel_size().first &lt;&lt; <span class="stringliteral">&quot;,&quot;</span> &lt;&lt; weights_info.kernel_size().second;</div><div class="line"><a name="l00143"></a><span class="lineno">  143</span>&#160;</div><div class="line"><a name="l00144"></a><span class="lineno">  144</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00145"></a><span class="lineno">  145</span>&#160;}</div></div><!-- fragment -->
+<p>References <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00799">WeightsInfo::are_reshaped()</a>, <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00815">WeightsInfo::kernel_size()</a>, and <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00807">WeightsInfo::num_kernels()</a>.</p>
+<div class="fragment"><div class="line"><a name="l00142"></a><span class="lineno">  142</span>&#160;{</div><div class="line"><a name="l00143"></a><span class="lineno">  143</span>&#160;    os &lt;&lt; weights_info.are_reshaped() &lt;&lt; <span class="stringliteral">&quot;;&quot;</span>;</div><div class="line"><a name="l00144"></a><span class="lineno">  144</span>&#160;    os &lt;&lt; weights_info.num_kernels() &lt;&lt; <span class="stringliteral">&quot;;&quot;</span> &lt;&lt; weights_info.kernel_size().first &lt;&lt; <span class="stringliteral">&quot;,&quot;</span> &lt;&lt; weights_info.kernel_size().second;</div><div class="line"><a name="l00145"></a><span class="lineno">  145</span>&#160;</div><div class="line"><a name="l00146"></a><span class="lineno">  146</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00147"></a><span class="lineno">  147</span>&#160;}</div></div><!-- fragment -->
 </div>
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 <a class="anchor" id="a352b805b77fde4f32f44af271580677b"></a>
@@ -12922,10 +12918,10 @@
 
 <p>Formatted output of the ROIPoolingInfo type. </p>
 
-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00148">148</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00150">150</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
-<p>References <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00634">ROIPoolingLayerInfo::pooled_height()</a>, <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00630">ROIPoolingLayerInfo::pooled_width()</a>, and <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00638">ROIPoolingLayerInfo::spatial_scale()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00149"></a><span class="lineno">  149</span>&#160;{</div><div class="line"><a name="l00150"></a><span class="lineno">  150</span>&#160;    os &lt;&lt; pool_info.pooled_width() &lt;&lt; <span class="stringliteral">&quot;x&quot;</span> &lt;&lt; pool_info.pooled_height() &lt;&lt; <span class="stringliteral">&quot;~&quot;</span> &lt;&lt; pool_info.spatial_scale();</div><div class="line"><a name="l00151"></a><span class="lineno">  151</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00152"></a><span class="lineno">  152</span>&#160;}</div></div><!-- fragment -->
+<p>References <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00642">ROIPoolingLayerInfo::pooled_height()</a>, <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00638">ROIPoolingLayerInfo::pooled_width()</a>, and <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00646">ROIPoolingLayerInfo::spatial_scale()</a>.</p>
+<div class="fragment"><div class="line"><a name="l00151"></a><span class="lineno">  151</span>&#160;{</div><div class="line"><a name="l00152"></a><span class="lineno">  152</span>&#160;    os &lt;&lt; pool_info.pooled_width() &lt;&lt; <span class="stringliteral">&quot;x&quot;</span> &lt;&lt; pool_info.pooled_height() &lt;&lt; <span class="stringliteral">&quot;~&quot;</span> &lt;&lt; pool_info.spatial_scale();</div><div class="line"><a name="l00153"></a><span class="lineno">  153</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00154"></a><span class="lineno">  154</span>&#160;}</div></div><!-- fragment -->
 </div>
 </div>
 <a class="anchor" id="a32a5556a927543fe57c0d7b82c20e9b4"></a>
@@ -12954,10 +12950,10 @@
 
 <p>Formatted output of the <a class="el" href="structarm__compute_1_1_quantization_info.xhtml" title="Quantization settings (used for QASYMM8 data type) ">QuantizationInfo</a> type. </p>
 
-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00155">155</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00157">157</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
 <p>References <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00132">QuantizationInfo::offset</a>, and <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00131">QuantizationInfo::scale</a>.</p>
-<div class="fragment"><div class="line"><a name="l00156"></a><span class="lineno">  156</span>&#160;{</div><div class="line"><a name="l00157"></a><span class="lineno">  157</span>&#160;    os &lt;&lt; <span class="stringliteral">&quot;Scale:&quot;</span> &lt;&lt; quantization_info.scale &lt;&lt; <span class="stringliteral">&quot;~&quot;</span></div><div class="line"><a name="l00158"></a><span class="lineno">  158</span>&#160;       &lt;&lt; <span class="stringliteral">&quot;Offset:&quot;</span> &lt;&lt; quantization_info.offset;</div><div class="line"><a name="l00159"></a><span class="lineno">  159</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00160"></a><span class="lineno">  160</span>&#160;}</div></div><!-- fragment -->
+<div class="fragment"><div class="line"><a name="l00158"></a><span class="lineno">  158</span>&#160;{</div><div class="line"><a name="l00159"></a><span class="lineno">  159</span>&#160;    os &lt;&lt; <span class="stringliteral">&quot;Scale:&quot;</span> &lt;&lt; quantization_info.scale &lt;&lt; <span class="stringliteral">&quot;~&quot;</span></div><div class="line"><a name="l00160"></a><span class="lineno">  160</span>&#160;       &lt;&lt; <span class="stringliteral">&quot;Offset:&quot;</span> &lt;&lt; quantization_info.offset;</div><div class="line"><a name="l00161"></a><span class="lineno">  161</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00162"></a><span class="lineno">  162</span>&#160;}</div></div><!-- fragment -->
 </div>
 </div>
 <a class="anchor" id="a2abb76fe917828983d666628badab08d"></a>
@@ -12984,10 +12980,10 @@
       </table>
 </div><div class="memdoc">
 
-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00169">169</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00171">171</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
 <p>References <a class="el" href="namespacearm__compute.xhtml#afa20b6a7f4383003babd690f026f22dca9eeb52badb613229884838847294b90d">ADD</a>, <a class="el" href="core_2_error_8h_source.xhtml#l00238">ARM_COMPUTE_ERROR</a>, <a class="el" href="namespacearm__compute.xhtml#afa20b6a7f4383003babd690f026f22dca8c670f8c37b95e1ed14a0ce414b049c7">EXP</a>, <a class="el" href="namespacearm__compute.xhtml#afa20b6a7f4383003babd690f026f22dca59c58364795af22cad54630be156712b">INV_SQRT</a>, <a class="el" href="namespacearm__compute.xhtml#afa20b6a7f4383003babd690f026f22dca4b5ffcdaf38ce4d463171f5c977c5ab3">LOG</a>, <a class="el" href="namespacearm__compute.xhtml#afa20b6a7f4383003babd690f026f22dca2cdf52a55876063ec93b7d18bc741f6c">MUL</a>, <a class="el" href="namespacearm__compute.xhtml#afa20b6a7f4383003babd690f026f22dca4d98346f3d5cc5fa5666f0715abf25b1">RECIPROCAL</a>, and <a class="el" href="namespacearm__compute.xhtml#afa20b6a7f4383003babd690f026f22dca241dd841abade20fcb27b8a9f494e1eb">SUB</a>.</p>
-<div class="fragment"><div class="line"><a name="l00170"></a><span class="lineno">  170</span>&#160;{</div><div class="line"><a name="l00171"></a><span class="lineno">  171</span>&#160;    <span class="keywordflow">switch</span>(op)</div><div class="line"><a name="l00172"></a><span class="lineno">  172</span>&#160;    {</div><div class="line"><a name="l00173"></a><span class="lineno">  173</span>&#160;        <span class="keywordflow">case</span> <a class="code" href="arithmetic__op_8cl.xhtml#af3b709fb668cf93ca09e2a46a2a031a8">FixedPointOp::ADD</a>:</div><div class="line"><a name="l00174"></a><span class="lineno">  174</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;ADD&quot;</span>;</div><div class="line"><a name="l00175"></a><span class="lineno">  175</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00176"></a><span class="lineno">  176</span>&#160;        <span class="keywordflow">case</span> <a class="code" href="arithmetic__op_8cl.xhtml#aafc2c4f262a0686c07f86c7d2e1d8d14">FixedPointOp::SUB</a>:</div><div class="line"><a name="l00177"></a><span class="lineno">  177</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;SUB&quot;</span>;</div><div class="line"><a name="l00178"></a><span class="lineno">  178</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00179"></a><span class="lineno">  179</span>&#160;        <span class="keywordflow">case</span> FixedPointOp::MUL:</div><div class="line"><a name="l00180"></a><span class="lineno">  180</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;MUL&quot;</span>;</div><div class="line"><a name="l00181"></a><span class="lineno">  181</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00182"></a><span class="lineno">  182</span>&#160;        <span class="keywordflow">case</span> FixedPointOp::EXP:</div><div class="line"><a name="l00183"></a><span class="lineno">  183</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;EXP&quot;</span>;</div><div class="line"><a name="l00184"></a><span class="lineno">  184</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00185"></a><span class="lineno">  185</span>&#160;        <span class="keywordflow">case</span> FixedPointOp::LOG:</div><div class="line"><a name="l00186"></a><span class="lineno">  186</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;LOG&quot;</span>;</div><div class="line"><a name="l00187"></a><span class="lineno">  187</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00188"></a><span class="lineno">  188</span>&#160;        <span class="keywordflow">case</span> FixedPointOp::INV_SQRT:</div><div class="line"><a name="l00189"></a><span class="lineno">  189</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;INV_SQRT&quot;</span>;</div><div class="line"><a name="l00190"></a><span class="lineno">  190</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00191"></a><span class="lineno">  191</span>&#160;        <span class="keywordflow">case</span> FixedPointOp::RECIPROCAL:</div><div class="line"><a name="l00192"></a><span class="lineno">  192</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;RECIPROCAL&quot;</span>;</div><div class="line"><a name="l00193"></a><span class="lineno">  193</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00194"></a><span class="lineno">  194</span>&#160;        <span class="keywordflow">default</span>:</div><div class="line"><a name="l00195"></a><span class="lineno">  195</span>&#160;            <a class="code" href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a>(<span class="stringliteral">&quot;NOT_SUPPORTED!&quot;</span>);</div><div class="line"><a name="l00196"></a><span class="lineno">  196</span>&#160;    }</div><div class="line"><a name="l00197"></a><span class="lineno">  197</span>&#160;</div><div class="line"><a name="l00198"></a><span class="lineno">  198</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00199"></a><span class="lineno">  199</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a05b19c75afe9c24200a62b9724734bbd"><div class="ttname"><a href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR(...)</div><div class="ttdoc">Print the given message then throw an std::runtime_error. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00238">Error.h:238</a></div></div>
+<div class="fragment"><div class="line"><a name="l00172"></a><span class="lineno">  172</span>&#160;{</div><div class="line"><a name="l00173"></a><span class="lineno">  173</span>&#160;    <span class="keywordflow">switch</span>(op)</div><div class="line"><a name="l00174"></a><span class="lineno">  174</span>&#160;    {</div><div class="line"><a name="l00175"></a><span class="lineno">  175</span>&#160;        <span class="keywordflow">case</span> <a class="code" href="arithmetic__op_8cl.xhtml#af3b709fb668cf93ca09e2a46a2a031a8">FixedPointOp::ADD</a>:</div><div class="line"><a name="l00176"></a><span class="lineno">  176</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;ADD&quot;</span>;</div><div class="line"><a name="l00177"></a><span class="lineno">  177</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00178"></a><span class="lineno">  178</span>&#160;        <span class="keywordflow">case</span> <a class="code" href="arithmetic__op_8cl.xhtml#aafc2c4f262a0686c07f86c7d2e1d8d14">FixedPointOp::SUB</a>:</div><div class="line"><a name="l00179"></a><span class="lineno">  179</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;SUB&quot;</span>;</div><div class="line"><a name="l00180"></a><span class="lineno">  180</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00181"></a><span class="lineno">  181</span>&#160;        <span class="keywordflow">case</span> FixedPointOp::MUL:</div><div class="line"><a name="l00182"></a><span class="lineno">  182</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;MUL&quot;</span>;</div><div class="line"><a name="l00183"></a><span class="lineno">  183</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00184"></a><span class="lineno">  184</span>&#160;        <span class="keywordflow">case</span> FixedPointOp::EXP:</div><div class="line"><a name="l00185"></a><span class="lineno">  185</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;EXP&quot;</span>;</div><div class="line"><a name="l00186"></a><span class="lineno">  186</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00187"></a><span class="lineno">  187</span>&#160;        <span class="keywordflow">case</span> FixedPointOp::LOG:</div><div class="line"><a name="l00188"></a><span class="lineno">  188</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;LOG&quot;</span>;</div><div class="line"><a name="l00189"></a><span class="lineno">  189</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00190"></a><span class="lineno">  190</span>&#160;        <span class="keywordflow">case</span> FixedPointOp::INV_SQRT:</div><div class="line"><a name="l00191"></a><span class="lineno">  191</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;INV_SQRT&quot;</span>;</div><div class="line"><a name="l00192"></a><span class="lineno">  192</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00193"></a><span class="lineno">  193</span>&#160;        <span class="keywordflow">case</span> FixedPointOp::RECIPROCAL:</div><div class="line"><a name="l00194"></a><span class="lineno">  194</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;RECIPROCAL&quot;</span>;</div><div class="line"><a name="l00195"></a><span class="lineno">  195</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00196"></a><span class="lineno">  196</span>&#160;        <span class="keywordflow">default</span>:</div><div class="line"><a name="l00197"></a><span class="lineno">  197</span>&#160;            <a class="code" href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a>(<span class="stringliteral">&quot;NOT_SUPPORTED!&quot;</span>);</div><div class="line"><a name="l00198"></a><span class="lineno">  198</span>&#160;    }</div><div class="line"><a name="l00199"></a><span class="lineno">  199</span>&#160;</div><div class="line"><a name="l00200"></a><span class="lineno">  200</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00201"></a><span class="lineno">  201</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a05b19c75afe9c24200a62b9724734bbd"><div class="ttname"><a href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR(...)</div><div class="ttdoc">Print the given message then throw an std::runtime_error. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00238">Error.h:238</a></div></div>
 <div class="ttc" id="arithmetic__op_8cl_xhtml_af3b709fb668cf93ca09e2a46a2a031a8"><div class="ttname"><a href="arithmetic__op_8cl.xhtml#af3b709fb668cf93ca09e2a46a2a031a8">ADD</a></div><div class="ttdeci">#define ADD(x, y)</div><div class="ttdef"><b>Definition:</b> <a href="arithmetic__op_8cl_source.xhtml#l00034">arithmetic_op.cl:34</a></div></div>
 <div class="ttc" id="arithmetic__op_8cl_xhtml_aafc2c4f262a0686c07f86c7d2e1d8d14"><div class="ttname"><a href="arithmetic__op_8cl.xhtml#aafc2c4f262a0686c07f86c7d2e1d8d14">SUB</a></div><div class="ttdeci">#define SUB(x, y)</div><div class="ttdef"><b>Definition:</b> <a href="arithmetic__op_8cl_source.xhtml#l00035">arithmetic_op.cl:35</a></div></div>
 </div><!-- fragment -->
@@ -13019,10 +13015,10 @@
 
 <p>Formatted output of the activation function type. </p>
 
-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00209">209</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00211">211</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
 <p>References <a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaa7d8a220d2262f9d6c658d549ee12cf2c">ActivationLayerInfo::ABS</a>, <a class="el" href="core_2_error_8h_source.xhtml#l00238">ARM_COMPUTE_ERROR</a>, <a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaacc516ab03b98f1c908ddf6ed4a7c45e9">ActivationLayerInfo::BOUNDED_RELU</a>, <a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaac7e80a3de04936f4e423e1b564fdca10">ActivationLayerInfo::LEAKY_RELU</a>, <a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaaaac544aacc3615aada24897a215f5046">ActivationLayerInfo::LINEAR</a>, <a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaa72ee60fba0509af07cbbd91398d8db9d">ActivationLayerInfo::LOGISTIC</a>, <a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaaab1d4411a9e7f5e82002512cddfdc33a">ActivationLayerInfo::LU_BOUNDED_RELU</a>, <a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaad346bb4679d29be241279f15d7795c1c">ActivationLayerInfo::RELU</a>, <a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaadcc44a50c791a591c74e00ecdda7c58d">ActivationLayerInfo::SOFT_RELU</a>, <a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaa36875f2500a09ee35d0bb7eb8c0b91b0">ActivationLayerInfo::SQRT</a>, <a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaa12dec4e1f7ec620651b2b95c440ffac0">ActivationLayerInfo::SQUARE</a>, and <a class="el" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaa143c8c6f51b9bb893ce71e38702e3cc1">ActivationLayerInfo::TANH</a>.</p>
-<div class="fragment"><div class="line"><a name="l00210"></a><span class="lineno">  210</span>&#160;{</div><div class="line"><a name="l00211"></a><span class="lineno">  211</span>&#160;    <span class="keywordflow">switch</span>(act_function)</div><div class="line"><a name="l00212"></a><span class="lineno">  212</span>&#160;    {</div><div class="line"><a name="l00213"></a><span class="lineno">  213</span>&#160;        <span class="keywordflow">case</span> ActivationLayerInfo::ActivationFunction::ABS:</div><div class="line"><a name="l00214"></a><span class="lineno">  214</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;ABS&quot;</span>;</div><div class="line"><a name="l00215"></a><span class="lineno">  215</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00216"></a><span class="lineno">  216</span>&#160;        <span class="keywordflow">case</span> ActivationLayerInfo::ActivationFunction::LINEAR:</div><div class="line"><a name="l00217"></a><span class="lineno">  217</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;LINEAR&quot;</span>;</div><div class="line"><a name="l00218"></a><span class="lineno">  218</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00219"></a><span class="lineno">  219</span>&#160;        <span class="keywordflow">case</span> ActivationLayerInfo::ActivationFunction::LOGISTIC:</div><div class="line"><a name="l00220"></a><span class="lineno">  220</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;LOGISTIC&quot;</span>;</div><div class="line"><a name="l00221"></a><span class="lineno">  221</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00222"></a><span class="lineno">  222</span>&#160;        <span class="keywordflow">case</span> ActivationLayerInfo::ActivationFunction::RELU:</div><div class="line"><a name="l00223"></a><span class="lineno">  223</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;RELU&quot;</span>;</div><div class="line"><a name="l00224"></a><span class="lineno">  224</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00225"></a><span class="lineno">  225</span>&#160;        <span class="keywordflow">case</span> ActivationLayerInfo::ActivationFunction::BOUNDED_RELU:</div><div class="line"><a name="l00226"></a><span class="lineno">  226</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;BOUNDED_RELU&quot;</span>;</div><div class="line"><a name="l00227"></a><span class="lineno">  227</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00228"></a><span class="lineno">  228</span>&#160;        <span class="keywordflow">case</span> ActivationLayerInfo::ActivationFunction::LEAKY_RELU:</div><div class="line"><a name="l00229"></a><span class="lineno">  229</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;LEAKY_RELU&quot;</span>;</div><div class="line"><a name="l00230"></a><span class="lineno">  230</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00231"></a><span class="lineno">  231</span>&#160;        <span class="keywordflow">case</span> ActivationLayerInfo::ActivationFunction::SOFT_RELU:</div><div class="line"><a name="l00232"></a><span class="lineno">  232</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;SOFT_RELU&quot;</span>;</div><div class="line"><a name="l00233"></a><span class="lineno">  233</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00234"></a><span class="lineno">  234</span>&#160;        <span class="keywordflow">case</span> ActivationLayerInfo::ActivationFunction::SQRT:</div><div class="line"><a name="l00235"></a><span class="lineno">  235</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;SQRT&quot;</span>;</div><div class="line"><a name="l00236"></a><span class="lineno">  236</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00237"></a><span class="lineno">  237</span>&#160;        <span class="keywordflow">case</span> ActivationLayerInfo::ActivationFunction::LU_BOUNDED_RELU:</div><div class="line"><a name="l00238"></a><span class="lineno">  238</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;LU_BOUNDED_RELU&quot;</span>;</div><div class="line"><a name="l00239"></a><span class="lineno">  239</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00240"></a><span class="lineno">  240</span>&#160;        <span class="keywordflow">case</span> ActivationLayerInfo::ActivationFunction::SQUARE:</div><div class="line"><a name="l00241"></a><span class="lineno">  241</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;SQUARE&quot;</span>;</div><div class="line"><a name="l00242"></a><span class="lineno">  242</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00243"></a><span class="lineno">  243</span>&#160;        <span class="keywordflow">case</span> ActivationLayerInfo::ActivationFunction::TANH:</div><div class="line"><a name="l00244"></a><span class="lineno">  244</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;TANH&quot;</span>;</div><div class="line"><a name="l00245"></a><span class="lineno">  245</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00246"></a><span class="lineno">  246</span>&#160;        <span class="keywordflow">default</span>:</div><div class="line"><a name="l00247"></a><span class="lineno">  247</span>&#160;            <a class="code" href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a>(<span class="stringliteral">&quot;NOT_SUPPORTED!&quot;</span>);</div><div class="line"><a name="l00248"></a><span class="lineno">  248</span>&#160;    }</div><div class="line"><a name="l00249"></a><span class="lineno">  249</span>&#160;</div><div class="line"><a name="l00250"></a><span class="lineno">  250</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00251"></a><span class="lineno">  251</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a05b19c75afe9c24200a62b9724734bbd"><div class="ttname"><a href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR(...)</div><div class="ttdoc">Print the given message then throw an std::runtime_error. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00238">Error.h:238</a></div></div>
+<div class="fragment"><div class="line"><a name="l00212"></a><span class="lineno">  212</span>&#160;{</div><div class="line"><a name="l00213"></a><span class="lineno">  213</span>&#160;    <span class="keywordflow">switch</span>(act_function)</div><div class="line"><a name="l00214"></a><span class="lineno">  214</span>&#160;    {</div><div class="line"><a name="l00215"></a><span class="lineno">  215</span>&#160;        <span class="keywordflow">case</span> ActivationLayerInfo::ActivationFunction::ABS:</div><div class="line"><a name="l00216"></a><span class="lineno">  216</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;ABS&quot;</span>;</div><div class="line"><a name="l00217"></a><span class="lineno">  217</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00218"></a><span class="lineno">  218</span>&#160;        <span class="keywordflow">case</span> ActivationLayerInfo::ActivationFunction::LINEAR:</div><div class="line"><a name="l00219"></a><span class="lineno">  219</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;LINEAR&quot;</span>;</div><div class="line"><a name="l00220"></a><span class="lineno">  220</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00221"></a><span class="lineno">  221</span>&#160;        <span class="keywordflow">case</span> ActivationLayerInfo::ActivationFunction::LOGISTIC:</div><div class="line"><a name="l00222"></a><span class="lineno">  222</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;LOGISTIC&quot;</span>;</div><div class="line"><a name="l00223"></a><span class="lineno">  223</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00224"></a><span class="lineno">  224</span>&#160;        <span class="keywordflow">case</span> ActivationLayerInfo::ActivationFunction::RELU:</div><div class="line"><a name="l00225"></a><span class="lineno">  225</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;RELU&quot;</span>;</div><div class="line"><a name="l00226"></a><span class="lineno">  226</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00227"></a><span class="lineno">  227</span>&#160;        <span class="keywordflow">case</span> ActivationLayerInfo::ActivationFunction::BOUNDED_RELU:</div><div class="line"><a name="l00228"></a><span class="lineno">  228</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;BOUNDED_RELU&quot;</span>;</div><div class="line"><a name="l00229"></a><span class="lineno">  229</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00230"></a><span class="lineno">  230</span>&#160;        <span class="keywordflow">case</span> ActivationLayerInfo::ActivationFunction::LEAKY_RELU:</div><div class="line"><a name="l00231"></a><span class="lineno">  231</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;LEAKY_RELU&quot;</span>;</div><div class="line"><a name="l00232"></a><span class="lineno">  232</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00233"></a><span class="lineno">  233</span>&#160;        <span class="keywordflow">case</span> ActivationLayerInfo::ActivationFunction::SOFT_RELU:</div><div class="line"><a name="l00234"></a><span class="lineno">  234</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;SOFT_RELU&quot;</span>;</div><div class="line"><a name="l00235"></a><span class="lineno">  235</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00236"></a><span class="lineno">  236</span>&#160;        <span class="keywordflow">case</span> ActivationLayerInfo::ActivationFunction::SQRT:</div><div class="line"><a name="l00237"></a><span class="lineno">  237</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;SQRT&quot;</span>;</div><div class="line"><a name="l00238"></a><span class="lineno">  238</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00239"></a><span class="lineno">  239</span>&#160;        <span class="keywordflow">case</span> ActivationLayerInfo::ActivationFunction::LU_BOUNDED_RELU:</div><div class="line"><a name="l00240"></a><span class="lineno">  240</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;LU_BOUNDED_RELU&quot;</span>;</div><div class="line"><a name="l00241"></a><span class="lineno">  241</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00242"></a><span class="lineno">  242</span>&#160;        <span class="keywordflow">case</span> ActivationLayerInfo::ActivationFunction::SQUARE:</div><div class="line"><a name="l00243"></a><span class="lineno">  243</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;SQUARE&quot;</span>;</div><div class="line"><a name="l00244"></a><span class="lineno">  244</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00245"></a><span class="lineno">  245</span>&#160;        <span class="keywordflow">case</span> ActivationLayerInfo::ActivationFunction::TANH:</div><div class="line"><a name="l00246"></a><span class="lineno">  246</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;TANH&quot;</span>;</div><div class="line"><a name="l00247"></a><span class="lineno">  247</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00248"></a><span class="lineno">  248</span>&#160;        <span class="keywordflow">default</span>:</div><div class="line"><a name="l00249"></a><span class="lineno">  249</span>&#160;            <a class="code" href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a>(<span class="stringliteral">&quot;NOT_SUPPORTED!&quot;</span>);</div><div class="line"><a name="l00250"></a><span class="lineno">  250</span>&#160;    }</div><div class="line"><a name="l00251"></a><span class="lineno">  251</span>&#160;</div><div class="line"><a name="l00252"></a><span class="lineno">  252</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00253"></a><span class="lineno">  253</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a05b19c75afe9c24200a62b9724734bbd"><div class="ttname"><a href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR(...)</div><div class="ttdoc">Print the given message then throw an std::runtime_error. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00238">Error.h:238</a></div></div>
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@@ -13052,10 +13048,10 @@
 
 <p>Formatted output of the NormType type. </p>
 
-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00268">268</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00270">270</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
 <p>References <a class="el" href="core_2_error_8h_source.xhtml#l00238">ARM_COMPUTE_ERROR</a>, <a class="el" href="namespacearm__compute.xhtml#ad4bb8dabdbf8ad75e34220cc666b59caa980fef040549733973683b1a868f96e5">CROSS_MAP</a>, <a class="el" href="namespacearm__compute.xhtml#ad4bb8dabdbf8ad75e34220cc666b59caaca2475ab7883ebb9f125241141896190">IN_MAP_1D</a>, and <a class="el" href="namespacearm__compute.xhtml#ad4bb8dabdbf8ad75e34220cc666b59caa6ff8bd96743aae9fd283cd822b84278e">IN_MAP_2D</a>.</p>
-<div class="fragment"><div class="line"><a name="l00269"></a><span class="lineno">  269</span>&#160;{</div><div class="line"><a name="l00270"></a><span class="lineno">  270</span>&#160;    <span class="keywordflow">switch</span>(norm_type)</div><div class="line"><a name="l00271"></a><span class="lineno">  271</span>&#160;    {</div><div class="line"><a name="l00272"></a><span class="lineno">  272</span>&#160;        <span class="keywordflow">case</span> NormType::CROSS_MAP:</div><div class="line"><a name="l00273"></a><span class="lineno">  273</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;CROSS_MAP&quot;</span>;</div><div class="line"><a name="l00274"></a><span class="lineno">  274</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00275"></a><span class="lineno">  275</span>&#160;        <span class="keywordflow">case</span> NormType::IN_MAP_1D:</div><div class="line"><a name="l00276"></a><span class="lineno">  276</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;IN_MAP_1D&quot;</span>;</div><div class="line"><a name="l00277"></a><span class="lineno">  277</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00278"></a><span class="lineno">  278</span>&#160;        <span class="keywordflow">case</span> NormType::IN_MAP_2D:</div><div class="line"><a name="l00279"></a><span class="lineno">  279</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;IN_MAP_2D&quot;</span>;</div><div class="line"><a name="l00280"></a><span class="lineno">  280</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00281"></a><span class="lineno">  281</span>&#160;        <span class="keywordflow">default</span>:</div><div class="line"><a name="l00282"></a><span class="lineno">  282</span>&#160;            <a class="code" href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a>(<span class="stringliteral">&quot;NOT_SUPPORTED!&quot;</span>);</div><div class="line"><a name="l00283"></a><span class="lineno">  283</span>&#160;    }</div><div class="line"><a name="l00284"></a><span class="lineno">  284</span>&#160;</div><div class="line"><a name="l00285"></a><span class="lineno">  285</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00286"></a><span class="lineno">  286</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a05b19c75afe9c24200a62b9724734bbd"><div class="ttname"><a href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR(...)</div><div class="ttdoc">Print the given message then throw an std::runtime_error. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00238">Error.h:238</a></div></div>
+<div class="fragment"><div class="line"><a name="l00271"></a><span class="lineno">  271</span>&#160;{</div><div class="line"><a name="l00272"></a><span class="lineno">  272</span>&#160;    <span class="keywordflow">switch</span>(norm_type)</div><div class="line"><a name="l00273"></a><span class="lineno">  273</span>&#160;    {</div><div class="line"><a name="l00274"></a><span class="lineno">  274</span>&#160;        <span class="keywordflow">case</span> NormType::CROSS_MAP:</div><div class="line"><a name="l00275"></a><span class="lineno">  275</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;CROSS_MAP&quot;</span>;</div><div class="line"><a name="l00276"></a><span class="lineno">  276</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00277"></a><span class="lineno">  277</span>&#160;        <span class="keywordflow">case</span> NormType::IN_MAP_1D:</div><div class="line"><a name="l00278"></a><span class="lineno">  278</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;IN_MAP_1D&quot;</span>;</div><div class="line"><a name="l00279"></a><span class="lineno">  279</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00280"></a><span class="lineno">  280</span>&#160;        <span class="keywordflow">case</span> NormType::IN_MAP_2D:</div><div class="line"><a name="l00281"></a><span class="lineno">  281</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;IN_MAP_2D&quot;</span>;</div><div class="line"><a name="l00282"></a><span class="lineno">  282</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00283"></a><span class="lineno">  283</span>&#160;        <span class="keywordflow">default</span>:</div><div class="line"><a name="l00284"></a><span class="lineno">  284</span>&#160;            <a class="code" href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a>(<span class="stringliteral">&quot;NOT_SUPPORTED!&quot;</span>);</div><div class="line"><a name="l00285"></a><span class="lineno">  285</span>&#160;    }</div><div class="line"><a name="l00286"></a><span class="lineno">  286</span>&#160;</div><div class="line"><a name="l00287"></a><span class="lineno">  287</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00288"></a><span class="lineno">  288</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a05b19c75afe9c24200a62b9724734bbd"><div class="ttname"><a href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR(...)</div><div class="ttdoc">Print the given message then throw an std::runtime_error. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00238">Error.h:238</a></div></div>
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@@ -13085,10 +13081,10 @@
 
 <p>Formatted output of <a class="el" href="classarm__compute_1_1_normalization_layer_info.xhtml">NormalizationLayerInfo</a>. </p>
 
-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00296">296</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00298">298</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
-<p>References <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00717">NormalizationLayerInfo::type()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00297"></a><span class="lineno">  297</span>&#160;{</div><div class="line"><a name="l00298"></a><span class="lineno">  298</span>&#160;    os &lt;&lt; <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.type();</div><div class="line"><a name="l00299"></a><span class="lineno">  299</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00300"></a><span class="lineno">  300</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a096668313a9a819d54a2e65ec21ff0cc"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">arm_compute::test::validation::info</a></div><div class="ttdeci">src info() -&gt; set_format(Format::S16)</div></div>
+<p>References <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00725">NormalizationLayerInfo::type()</a>.</p>
+<div class="fragment"><div class="line"><a name="l00299"></a><span class="lineno">  299</span>&#160;{</div><div class="line"><a name="l00300"></a><span class="lineno">  300</span>&#160;    os &lt;&lt; <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.type();</div><div class="line"><a name="l00301"></a><span class="lineno">  301</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00302"></a><span class="lineno">  302</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a096668313a9a819d54a2e65ec21ff0cc"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">arm_compute::test::validation::info</a></div><div class="ttdeci">src info() -&gt; set_format(Format::S16)</div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -13118,10 +13114,10 @@
 
 <p>Formatted output of the PoolingType type. </p>
 
-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00303">303</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00305">305</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
 <p>References <a class="el" href="core_2_error_8h_source.xhtml#l00238">ARM_COMPUTE_ERROR</a>, <a class="el" href="namespacearm__compute.xhtml#a9172da722f0a434e5cc07c0a3c115d93afcefd647d6a866603c627b11347c707a">AVG</a>, <a class="el" href="namespacearm__compute.xhtml#a9172da722f0a434e5cc07c0a3c115d93a7e6aa2d53f6ee2b1a34b017fa403cb76">L2</a>, and <a class="el" href="namespacearm__compute.xhtml#adf2ced65e536375a1c96425d9fced858a26a4b44a837bf97b972628509912b4a5">MAX</a>.</p>
-<div class="fragment"><div class="line"><a name="l00304"></a><span class="lineno">  304</span>&#160;{</div><div class="line"><a name="l00305"></a><span class="lineno">  305</span>&#160;    <span class="keywordflow">switch</span>(pool_type)</div><div class="line"><a name="l00306"></a><span class="lineno">  306</span>&#160;    {</div><div class="line"><a name="l00307"></a><span class="lineno">  307</span>&#160;        <span class="keywordflow">case</span> PoolingType::AVG:</div><div class="line"><a name="l00308"></a><span class="lineno">  308</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;AVG&quot;</span>;</div><div class="line"><a name="l00309"></a><span class="lineno">  309</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00310"></a><span class="lineno">  310</span>&#160;        <span class="keywordflow">case</span> PoolingType::MAX:</div><div class="line"><a name="l00311"></a><span class="lineno">  311</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;MAX&quot;</span>;</div><div class="line"><a name="l00312"></a><span class="lineno">  312</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00313"></a><span class="lineno">  313</span>&#160;        <span class="keywordflow">case</span> PoolingType::L2:</div><div class="line"><a name="l00314"></a><span class="lineno">  314</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;L2&quot;</span>;</div><div class="line"><a name="l00315"></a><span class="lineno">  315</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00316"></a><span class="lineno">  316</span>&#160;        <span class="keywordflow">default</span>:</div><div class="line"><a name="l00317"></a><span class="lineno">  317</span>&#160;            <a class="code" href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a>(<span class="stringliteral">&quot;NOT_SUPPORTED!&quot;</span>);</div><div class="line"><a name="l00318"></a><span class="lineno">  318</span>&#160;    }</div><div class="line"><a name="l00319"></a><span class="lineno">  319</span>&#160;</div><div class="line"><a name="l00320"></a><span class="lineno">  320</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00321"></a><span class="lineno">  321</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a05b19c75afe9c24200a62b9724734bbd"><div class="ttname"><a href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR(...)</div><div class="ttdoc">Print the given message then throw an std::runtime_error. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00238">Error.h:238</a></div></div>
+<div class="fragment"><div class="line"><a name="l00306"></a><span class="lineno">  306</span>&#160;{</div><div class="line"><a name="l00307"></a><span class="lineno">  307</span>&#160;    <span class="keywordflow">switch</span>(pool_type)</div><div class="line"><a name="l00308"></a><span class="lineno">  308</span>&#160;    {</div><div class="line"><a name="l00309"></a><span class="lineno">  309</span>&#160;        <span class="keywordflow">case</span> PoolingType::AVG:</div><div class="line"><a name="l00310"></a><span class="lineno">  310</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;AVG&quot;</span>;</div><div class="line"><a name="l00311"></a><span class="lineno">  311</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00312"></a><span class="lineno">  312</span>&#160;        <span class="keywordflow">case</span> PoolingType::MAX:</div><div class="line"><a name="l00313"></a><span class="lineno">  313</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;MAX&quot;</span>;</div><div class="line"><a name="l00314"></a><span class="lineno">  314</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00315"></a><span class="lineno">  315</span>&#160;        <span class="keywordflow">case</span> PoolingType::L2:</div><div class="line"><a name="l00316"></a><span class="lineno">  316</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;L2&quot;</span>;</div><div class="line"><a name="l00317"></a><span class="lineno">  317</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00318"></a><span class="lineno">  318</span>&#160;        <span class="keywordflow">default</span>:</div><div class="line"><a name="l00319"></a><span class="lineno">  319</span>&#160;            <a class="code" href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a>(<span class="stringliteral">&quot;NOT_SUPPORTED!&quot;</span>);</div><div class="line"><a name="l00320"></a><span class="lineno">  320</span>&#160;    }</div><div class="line"><a name="l00321"></a><span class="lineno">  321</span>&#160;</div><div class="line"><a name="l00322"></a><span class="lineno">  322</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00323"></a><span class="lineno">  323</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a05b19c75afe9c24200a62b9724734bbd"><div class="ttname"><a href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR(...)</div><div class="ttdoc">Print the given message then throw an std::runtime_error. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00238">Error.h:238</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -13151,10 +13147,10 @@
 
 <p>Formatted output of <a class="el" href="classarm__compute_1_1_pooling_layer_info.xhtml">PoolingLayerInfo</a>. </p>
 
-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00324">324</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00326">326</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
-<p>References <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00587">PoolingLayerInfo::pool_type()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00325"></a><span class="lineno">  325</span>&#160;{</div><div class="line"><a name="l00326"></a><span class="lineno">  326</span>&#160;    os &lt;&lt; <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.pool_type();</div><div class="line"><a name="l00327"></a><span class="lineno">  327</span>&#160;</div><div class="line"><a name="l00328"></a><span class="lineno">  328</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00329"></a><span class="lineno">  329</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a096668313a9a819d54a2e65ec21ff0cc"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">arm_compute::test::validation::info</a></div><div class="ttdeci">src info() -&gt; set_format(Format::S16)</div></div>
+<p>References <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00595">PoolingLayerInfo::pool_type()</a>.</p>
+<div class="fragment"><div class="line"><a name="l00327"></a><span class="lineno">  327</span>&#160;{</div><div class="line"><a name="l00328"></a><span class="lineno">  328</span>&#160;    os &lt;&lt; <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.pool_type();</div><div class="line"><a name="l00329"></a><span class="lineno">  329</span>&#160;</div><div class="line"><a name="l00330"></a><span class="lineno">  330</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00331"></a><span class="lineno">  331</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a096668313a9a819d54a2e65ec21ff0cc"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">arm_compute::test::validation::info</a></div><div class="ttdeci">src info() -&gt; set_format(Format::S16)</div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -13184,11 +13180,11 @@
 
 <p>Formatted output of the DataType type. </p>
 
-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00339">339</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00341">341</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
 <p>References <a class="el" href="core_2_error_8h_source.xhtml#l00238">ARM_COMPUTE_ERROR</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a56d8353718e6fdc78b8d69078a2cdb94">F16</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a44ad4ef5a76e6aa6fb3e3fa079a54fda">F32</a>, <a class="el" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a1ad5f6f3069070ec4cbbdc94d5e61e0e">F64</a>, <a class="el" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6af14462d71aa842202c3e4b272c7ec924">QASYMM8</a>, <a class="el" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a48d877702a2957f5a932c43a357866f9">QS16</a>, <a class="el" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a11cde4d3551db3f9498d339a67189543">QS8</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a6e0b0886efb94aec797f6b830329b72c">S16</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58aa1e28eee0339658d39a8b4d325b56e9c">S32</a>, <a class="el" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a115dca124dc6423c7a400b8a8a0270cc">S64</a>, <a class="el" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6aafb0fced528eaac5fe170b763cda5975">S8</a>, <a class="el" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6abd7ef6d4f35bc7d05c559b65032f15d1">SIZET</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58aef9ef3ebca4d2b64b6ec83808bafa5f2">U16</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58ac8bd5bedff8ef192d39a962afc0e19ee">U32</a>, <a class="el" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a31d65cccd6593e4101db93fb878abcaa">U64</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a6669348b484e3008dca2bfa8e85e40b5">U8</a>, and <a class="el" href="namespacearm__compute.xhtml#a3a440b3893fa10608d4428958be1c52ea696b031073e74bf2cb98e5ef201d4aa3">UNKNOWN</a>.</p>
-<div class="fragment"><div class="line"><a name="l00340"></a><span class="lineno">  340</span>&#160;{</div><div class="line"><a name="l00341"></a><span class="lineno">  341</span>&#160;    <span class="keywordflow">switch</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#ac2ad7f431e3446fddcd9b6b9f93c4c14">data_type</a>)</div><div class="line"><a name="l00342"></a><span class="lineno">  342</span>&#160;    {</div><div class="line"><a name="l00343"></a><span class="lineno">  343</span>&#160;        <span class="keywordflow">case</span> DataType::UNKNOWN:</div><div class="line"><a name="l00344"></a><span class="lineno">  344</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;UNKNOWN&quot;</span>;</div><div class="line"><a name="l00345"></a><span class="lineno">  345</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00346"></a><span class="lineno">  346</span>&#160;        <span class="keywordflow">case</span> DataType::U8:</div><div class="line"><a name="l00347"></a><span class="lineno">  347</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;U8&quot;</span>;</div><div class="line"><a name="l00348"></a><span class="lineno">  348</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00349"></a><span class="lineno">  349</span>&#160;        <span class="keywordflow">case</span> DataType::QS8:</div><div class="line"><a name="l00350"></a><span class="lineno">  350</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;QS8&quot;</span>;</div><div class="line"><a name="l00351"></a><span class="lineno">  351</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00352"></a><span class="lineno">  352</span>&#160;        <span class="keywordflow">case</span> DataType::QASYMM8:</div><div class="line"><a name="l00353"></a><span class="lineno">  353</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;QASYMM8&quot;</span>;</div><div class="line"><a name="l00354"></a><span class="lineno">  354</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00355"></a><span class="lineno">  355</span>&#160;        <span class="keywordflow">case</span> DataType::S8:</div><div class="line"><a name="l00356"></a><span class="lineno">  356</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;S8&quot;</span>;</div><div class="line"><a name="l00357"></a><span class="lineno">  357</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00358"></a><span class="lineno">  358</span>&#160;        <span class="keywordflow">case</span> DataType::U16:</div><div class="line"><a name="l00359"></a><span class="lineno">  359</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;U16&quot;</span>;</div><div class="line"><a name="l00360"></a><span class="lineno">  360</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00361"></a><span class="lineno">  361</span>&#160;        <span class="keywordflow">case</span> DataType::S16:</div><div class="line"><a name="l00362"></a><span class="lineno">  362</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;S16&quot;</span>;</div><div class="line"><a name="l00363"></a><span class="lineno">  363</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00364"></a><span class="lineno">  364</span>&#160;        <span class="keywordflow">case</span> DataType::QS16:</div><div class="line"><a name="l00365"></a><span class="lineno">  365</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;QS16&quot;</span>;</div><div class="line"><a name="l00366"></a><span class="lineno">  366</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00367"></a><span class="lineno">  367</span>&#160;        <span class="keywordflow">case</span> DataType::U32:</div><div class="line"><a name="l00368"></a><span class="lineno">  368</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;U32&quot;</span>;</div><div class="line"><a name="l00369"></a><span class="lineno">  369</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00370"></a><span class="lineno">  370</span>&#160;        <span class="keywordflow">case</span> DataType::S32:</div><div class="line"><a name="l00371"></a><span class="lineno">  371</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;S32&quot;</span>;</div><div class="line"><a name="l00372"></a><span class="lineno">  372</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00373"></a><span class="lineno">  373</span>&#160;        <span class="keywordflow">case</span> DataType::U64:</div><div class="line"><a name="l00374"></a><span class="lineno">  374</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;U64&quot;</span>;</div><div class="line"><a name="l00375"></a><span class="lineno">  375</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00376"></a><span class="lineno">  376</span>&#160;        <span class="keywordflow">case</span> DataType::S64:</div><div class="line"><a name="l00377"></a><span class="lineno">  377</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;S64&quot;</span>;</div><div class="line"><a name="l00378"></a><span class="lineno">  378</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00379"></a><span class="lineno">  379</span>&#160;        <span class="keywordflow">case</span> DataType::F16:</div><div class="line"><a name="l00380"></a><span class="lineno">  380</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;F16&quot;</span>;</div><div class="line"><a name="l00381"></a><span class="lineno">  381</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00382"></a><span class="lineno">  382</span>&#160;        <span class="keywordflow">case</span> DataType::F32:</div><div class="line"><a name="l00383"></a><span class="lineno">  383</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;F32&quot;</span>;</div><div class="line"><a name="l00384"></a><span class="lineno">  384</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00385"></a><span class="lineno">  385</span>&#160;        <span class="keywordflow">case</span> DataType::F64:</div><div class="line"><a name="l00386"></a><span class="lineno">  386</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;F64&quot;</span>;</div><div class="line"><a name="l00387"></a><span class="lineno">  387</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00388"></a><span class="lineno">  388</span>&#160;        <span class="keywordflow">case</span> DataType::SIZET:</div><div class="line"><a name="l00389"></a><span class="lineno">  389</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;SIZET&quot;</span>;</div><div class="line"><a name="l00390"></a><span class="lineno">  390</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00391"></a><span class="lineno">  391</span>&#160;        <span class="keywordflow">default</span>:</div><div class="line"><a name="l00392"></a><span class="lineno">  392</span>&#160;            <a class="code" href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a>(<span class="stringliteral">&quot;NOT_SUPPORTED!&quot;</span>);</div><div class="line"><a name="l00393"></a><span class="lineno">  393</span>&#160;    }</div><div class="line"><a name="l00394"></a><span class="lineno">  394</span>&#160;</div><div class="line"><a name="l00395"></a><span class="lineno">  395</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00396"></a><span class="lineno">  396</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a05b19c75afe9c24200a62b9724734bbd"><div class="ttname"><a href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR(...)</div><div class="ttdoc">Print the given message then throw an std::runtime_error. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00238">Error.h:238</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_ac2ad7f431e3446fddcd9b6b9f93c4c14"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#ac2ad7f431e3446fddcd9b6b9f93c4c14">arm_compute::test::validation::data_type</a></div><div class="ttdeci">data_type</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_2_min_max_location_8cpp_source.xhtml#l00090">MinMaxLocation.cpp:90</a></div></div>
+<div class="fragment"><div class="line"><a name="l00342"></a><span class="lineno">  342</span>&#160;{</div><div class="line"><a name="l00343"></a><span class="lineno">  343</span>&#160;    <span class="keywordflow">switch</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#ac2ad7f431e3446fddcd9b6b9f93c4c14">data_type</a>)</div><div class="line"><a name="l00344"></a><span class="lineno">  344</span>&#160;    {</div><div class="line"><a name="l00345"></a><span class="lineno">  345</span>&#160;        <span class="keywordflow">case</span> DataType::UNKNOWN:</div><div class="line"><a name="l00346"></a><span class="lineno">  346</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;UNKNOWN&quot;</span>;</div><div class="line"><a name="l00347"></a><span class="lineno">  347</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00348"></a><span class="lineno">  348</span>&#160;        <span class="keywordflow">case</span> DataType::U8:</div><div class="line"><a name="l00349"></a><span class="lineno">  349</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;U8&quot;</span>;</div><div class="line"><a name="l00350"></a><span class="lineno">  350</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00351"></a><span class="lineno">  351</span>&#160;        <span class="keywordflow">case</span> DataType::QS8:</div><div class="line"><a name="l00352"></a><span class="lineno">  352</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;QS8&quot;</span>;</div><div class="line"><a name="l00353"></a><span class="lineno">  353</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00354"></a><span class="lineno">  354</span>&#160;        <span class="keywordflow">case</span> DataType::QASYMM8:</div><div class="line"><a name="l00355"></a><span class="lineno">  355</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;QASYMM8&quot;</span>;</div><div class="line"><a name="l00356"></a><span class="lineno">  356</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00357"></a><span class="lineno">  357</span>&#160;        <span class="keywordflow">case</span> DataType::S8:</div><div class="line"><a name="l00358"></a><span class="lineno">  358</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;S8&quot;</span>;</div><div class="line"><a name="l00359"></a><span class="lineno">  359</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00360"></a><span class="lineno">  360</span>&#160;        <span class="keywordflow">case</span> DataType::U16:</div><div class="line"><a name="l00361"></a><span class="lineno">  361</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;U16&quot;</span>;</div><div class="line"><a name="l00362"></a><span class="lineno">  362</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00363"></a><span class="lineno">  363</span>&#160;        <span class="keywordflow">case</span> DataType::S16:</div><div class="line"><a name="l00364"></a><span class="lineno">  364</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;S16&quot;</span>;</div><div class="line"><a name="l00365"></a><span class="lineno">  365</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00366"></a><span class="lineno">  366</span>&#160;        <span class="keywordflow">case</span> DataType::QS16:</div><div class="line"><a name="l00367"></a><span class="lineno">  367</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;QS16&quot;</span>;</div><div class="line"><a name="l00368"></a><span class="lineno">  368</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00369"></a><span class="lineno">  369</span>&#160;        <span class="keywordflow">case</span> DataType::U32:</div><div class="line"><a name="l00370"></a><span class="lineno">  370</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;U32&quot;</span>;</div><div class="line"><a name="l00371"></a><span class="lineno">  371</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00372"></a><span class="lineno">  372</span>&#160;        <span class="keywordflow">case</span> DataType::S32:</div><div class="line"><a name="l00373"></a><span class="lineno">  373</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;S32&quot;</span>;</div><div class="line"><a name="l00374"></a><span class="lineno">  374</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00375"></a><span class="lineno">  375</span>&#160;        <span class="keywordflow">case</span> DataType::U64:</div><div class="line"><a name="l00376"></a><span class="lineno">  376</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;U64&quot;</span>;</div><div class="line"><a name="l00377"></a><span class="lineno">  377</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00378"></a><span class="lineno">  378</span>&#160;        <span class="keywordflow">case</span> DataType::S64:</div><div class="line"><a name="l00379"></a><span class="lineno">  379</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;S64&quot;</span>;</div><div class="line"><a name="l00380"></a><span class="lineno">  380</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00381"></a><span class="lineno">  381</span>&#160;        <span class="keywordflow">case</span> DataType::F16:</div><div class="line"><a name="l00382"></a><span class="lineno">  382</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;F16&quot;</span>;</div><div class="line"><a name="l00383"></a><span class="lineno">  383</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00384"></a><span class="lineno">  384</span>&#160;        <span class="keywordflow">case</span> DataType::F32:</div><div class="line"><a name="l00385"></a><span class="lineno">  385</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;F32&quot;</span>;</div><div class="line"><a name="l00386"></a><span class="lineno">  386</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00387"></a><span class="lineno">  387</span>&#160;        <span class="keywordflow">case</span> DataType::F64:</div><div class="line"><a name="l00388"></a><span class="lineno">  388</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;F64&quot;</span>;</div><div class="line"><a name="l00389"></a><span class="lineno">  389</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00390"></a><span class="lineno">  390</span>&#160;        <span class="keywordflow">case</span> DataType::SIZET:</div><div class="line"><a name="l00391"></a><span class="lineno">  391</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;SIZET&quot;</span>;</div><div class="line"><a name="l00392"></a><span class="lineno">  392</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00393"></a><span class="lineno">  393</span>&#160;        <span class="keywordflow">default</span>:</div><div class="line"><a name="l00394"></a><span class="lineno">  394</span>&#160;            <a class="code" href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a>(<span class="stringliteral">&quot;NOT_SUPPORTED!&quot;</span>);</div><div class="line"><a name="l00395"></a><span class="lineno">  395</span>&#160;    }</div><div class="line"><a name="l00396"></a><span class="lineno">  396</span>&#160;</div><div class="line"><a name="l00397"></a><span class="lineno">  397</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00398"></a><span class="lineno">  398</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a05b19c75afe9c24200a62b9724734bbd"><div class="ttname"><a href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR(...)</div><div class="ttdoc">Print the given message then throw an std::runtime_error. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00238">Error.h:238</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_ac2ad7f431e3446fddcd9b6b9f93c4c14"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#ac2ad7f431e3446fddcd9b6b9f93c4c14">arm_compute::test::validation::data_type</a></div><div class="ttdeci">data_type</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_2_convolution_8cpp_source.xhtml#l00119">Convolution.cpp:119</a></div></div>
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@@ -13218,10 +13214,10 @@
 
 <p>Formatted output of the Format type. </p>
 
-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00406">406</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00408">408</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
 <p>References <a class="el" href="core_2_error_8h_source.xhtml#l00238">ARM_COMPUTE_ERROR</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a56d8353718e6fdc78b8d69078a2cdb94">F16</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a44ad4ef5a76e6aa6fb3e3fa079a54fda">F32</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58ab08f0cb36474118c5bbc03b3a172a778">IYUV</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a202f5d8c2c70d31048154d8b8b28e755">NV12</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a8e9f6aa1af7e0abbc7e64521e6ffe1b4">NV21</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a30ff380a3be74628024063a99fba10f0">RGB888</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a165f06116e7b8d9b2481dfc805db4619">RGBA8888</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a6e0b0886efb94aec797f6b830329b72c">S16</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58aa1e28eee0339658d39a8b4d325b56e9c">S32</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58aef9ef3ebca4d2b64b6ec83808bafa5f2">U16</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58ac8bd5bedff8ef192d39a962afc0e19ee">U32</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a6669348b484e3008dca2bfa8e85e40b5">U8</a>, <a class="el" href="namespacearm__compute.xhtml#a3a440b3893fa10608d4428958be1c52ea696b031073e74bf2cb98e5ef201d4aa3">UNKNOWN</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a079eb95759d2ad31254f659d63651825">UV88</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58af557448a61ad2927194f63442e131dfa">UYVY422</a>, <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a11cfa56ee0ddbbc30a2fd189d7475f4c">YUV444</a>, and <a class="el" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a481e7a6945eb9f23e87f2de780b2e164">YUYV422</a>.</p>
-<div class="fragment"><div class="line"><a name="l00407"></a><span class="lineno">  407</span>&#160;{</div><div class="line"><a name="l00408"></a><span class="lineno">  408</span>&#160;    <span class="keywordflow">switch</span>(format)</div><div class="line"><a name="l00409"></a><span class="lineno">  409</span>&#160;    {</div><div class="line"><a name="l00410"></a><span class="lineno">  410</span>&#160;        <span class="keywordflow">case</span> Format::UNKNOWN:</div><div class="line"><a name="l00411"></a><span class="lineno">  411</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;UNKNOWN&quot;</span>;</div><div class="line"><a name="l00412"></a><span class="lineno">  412</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00413"></a><span class="lineno">  413</span>&#160;        <span class="keywordflow">case</span> Format::U8:</div><div class="line"><a name="l00414"></a><span class="lineno">  414</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;U8&quot;</span>;</div><div class="line"><a name="l00415"></a><span class="lineno">  415</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00416"></a><span class="lineno">  416</span>&#160;        <span class="keywordflow">case</span> Format::S16:</div><div class="line"><a name="l00417"></a><span class="lineno">  417</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;S16&quot;</span>;</div><div class="line"><a name="l00418"></a><span class="lineno">  418</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00419"></a><span class="lineno">  419</span>&#160;        <span class="keywordflow">case</span> Format::U16:</div><div class="line"><a name="l00420"></a><span class="lineno">  420</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;U16&quot;</span>;</div><div class="line"><a name="l00421"></a><span class="lineno">  421</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00422"></a><span class="lineno">  422</span>&#160;        <span class="keywordflow">case</span> Format::S32:</div><div class="line"><a name="l00423"></a><span class="lineno">  423</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;S32&quot;</span>;</div><div class="line"><a name="l00424"></a><span class="lineno">  424</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00425"></a><span class="lineno">  425</span>&#160;        <span class="keywordflow">case</span> Format::U32:</div><div class="line"><a name="l00426"></a><span class="lineno">  426</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;U32&quot;</span>;</div><div class="line"><a name="l00427"></a><span class="lineno">  427</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00428"></a><span class="lineno">  428</span>&#160;        <span class="keywordflow">case</span> Format::F16:</div><div class="line"><a name="l00429"></a><span class="lineno">  429</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;F16&quot;</span>;</div><div class="line"><a name="l00430"></a><span class="lineno">  430</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00431"></a><span class="lineno">  431</span>&#160;        <span class="keywordflow">case</span> Format::F32:</div><div class="line"><a name="l00432"></a><span class="lineno">  432</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;F32&quot;</span>;</div><div class="line"><a name="l00433"></a><span class="lineno">  433</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00434"></a><span class="lineno">  434</span>&#160;        <span class="keywordflow">case</span> Format::UV88:</div><div class="line"><a name="l00435"></a><span class="lineno">  435</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;UV88&quot;</span>;</div><div class="line"><a name="l00436"></a><span class="lineno">  436</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00437"></a><span class="lineno">  437</span>&#160;        <span class="keywordflow">case</span> Format::RGB888:</div><div class="line"><a name="l00438"></a><span class="lineno">  438</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;RGB888&quot;</span>;</div><div class="line"><a name="l00439"></a><span class="lineno">  439</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00440"></a><span class="lineno">  440</span>&#160;        <span class="keywordflow">case</span> Format::RGBA8888:</div><div class="line"><a name="l00441"></a><span class="lineno">  441</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;RGBA8888&quot;</span>;</div><div class="line"><a name="l00442"></a><span class="lineno">  442</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00443"></a><span class="lineno">  443</span>&#160;        <span class="keywordflow">case</span> Format::YUV444:</div><div class="line"><a name="l00444"></a><span class="lineno">  444</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;YUV444&quot;</span>;</div><div class="line"><a name="l00445"></a><span class="lineno">  445</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00446"></a><span class="lineno">  446</span>&#160;        <span class="keywordflow">case</span> Format::YUYV422:</div><div class="line"><a name="l00447"></a><span class="lineno">  447</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;YUYV422&quot;</span>;</div><div class="line"><a name="l00448"></a><span class="lineno">  448</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00449"></a><span class="lineno">  449</span>&#160;        <span class="keywordflow">case</span> Format::NV12:</div><div class="line"><a name="l00450"></a><span class="lineno">  450</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;NV12&quot;</span>;</div><div class="line"><a name="l00451"></a><span class="lineno">  451</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00452"></a><span class="lineno">  452</span>&#160;        <span class="keywordflow">case</span> Format::NV21:</div><div class="line"><a name="l00453"></a><span class="lineno">  453</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;NV21&quot;</span>;</div><div class="line"><a name="l00454"></a><span class="lineno">  454</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00455"></a><span class="lineno">  455</span>&#160;        <span class="keywordflow">case</span> Format::IYUV:</div><div class="line"><a name="l00456"></a><span class="lineno">  456</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;IYUV&quot;</span>;</div><div class="line"><a name="l00457"></a><span class="lineno">  457</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00458"></a><span class="lineno">  458</span>&#160;        <span class="keywordflow">case</span> Format::UYVY422:</div><div class="line"><a name="l00459"></a><span class="lineno">  459</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;UYVY422&quot;</span>;</div><div class="line"><a name="l00460"></a><span class="lineno">  460</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00461"></a><span class="lineno">  461</span>&#160;        <span class="keywordflow">default</span>:</div><div class="line"><a name="l00462"></a><span class="lineno">  462</span>&#160;            <a class="code" href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a>(<span class="stringliteral">&quot;NOT_SUPPORTED!&quot;</span>);</div><div class="line"><a name="l00463"></a><span class="lineno">  463</span>&#160;    }</div><div class="line"><a name="l00464"></a><span class="lineno">  464</span>&#160;</div><div class="line"><a name="l00465"></a><span class="lineno">  465</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00466"></a><span class="lineno">  466</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a05b19c75afe9c24200a62b9724734bbd"><div class="ttname"><a href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR(...)</div><div class="ttdoc">Print the given message then throw an std::runtime_error. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00238">Error.h:238</a></div></div>
+<div class="fragment"><div class="line"><a name="l00409"></a><span class="lineno">  409</span>&#160;{</div><div class="line"><a name="l00410"></a><span class="lineno">  410</span>&#160;    <span class="keywordflow">switch</span>(format)</div><div class="line"><a name="l00411"></a><span class="lineno">  411</span>&#160;    {</div><div class="line"><a name="l00412"></a><span class="lineno">  412</span>&#160;        <span class="keywordflow">case</span> Format::UNKNOWN:</div><div class="line"><a name="l00413"></a><span class="lineno">  413</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;UNKNOWN&quot;</span>;</div><div class="line"><a name="l00414"></a><span class="lineno">  414</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00415"></a><span class="lineno">  415</span>&#160;        <span class="keywordflow">case</span> Format::U8:</div><div class="line"><a name="l00416"></a><span class="lineno">  416</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;U8&quot;</span>;</div><div class="line"><a name="l00417"></a><span class="lineno">  417</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00418"></a><span class="lineno">  418</span>&#160;        <span class="keywordflow">case</span> Format::S16:</div><div class="line"><a name="l00419"></a><span class="lineno">  419</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;S16&quot;</span>;</div><div class="line"><a name="l00420"></a><span class="lineno">  420</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00421"></a><span class="lineno">  421</span>&#160;        <span class="keywordflow">case</span> Format::U16:</div><div class="line"><a name="l00422"></a><span class="lineno">  422</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;U16&quot;</span>;</div><div class="line"><a name="l00423"></a><span class="lineno">  423</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00424"></a><span class="lineno">  424</span>&#160;        <span class="keywordflow">case</span> Format::S32:</div><div class="line"><a name="l00425"></a><span class="lineno">  425</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;S32&quot;</span>;</div><div class="line"><a name="l00426"></a><span class="lineno">  426</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00427"></a><span class="lineno">  427</span>&#160;        <span class="keywordflow">case</span> Format::U32:</div><div class="line"><a name="l00428"></a><span class="lineno">  428</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;U32&quot;</span>;</div><div class="line"><a name="l00429"></a><span class="lineno">  429</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00430"></a><span class="lineno">  430</span>&#160;        <span class="keywordflow">case</span> Format::F16:</div><div class="line"><a name="l00431"></a><span class="lineno">  431</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;F16&quot;</span>;</div><div class="line"><a name="l00432"></a><span class="lineno">  432</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00433"></a><span class="lineno">  433</span>&#160;        <span class="keywordflow">case</span> Format::F32:</div><div class="line"><a name="l00434"></a><span class="lineno">  434</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;F32&quot;</span>;</div><div class="line"><a name="l00435"></a><span class="lineno">  435</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00436"></a><span class="lineno">  436</span>&#160;        <span class="keywordflow">case</span> Format::UV88:</div><div class="line"><a name="l00437"></a><span class="lineno">  437</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;UV88&quot;</span>;</div><div class="line"><a name="l00438"></a><span class="lineno">  438</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00439"></a><span class="lineno">  439</span>&#160;        <span class="keywordflow">case</span> Format::RGB888:</div><div class="line"><a name="l00440"></a><span class="lineno">  440</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;RGB888&quot;</span>;</div><div class="line"><a name="l00441"></a><span class="lineno">  441</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00442"></a><span class="lineno">  442</span>&#160;        <span class="keywordflow">case</span> Format::RGBA8888:</div><div class="line"><a name="l00443"></a><span class="lineno">  443</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;RGBA8888&quot;</span>;</div><div class="line"><a name="l00444"></a><span class="lineno">  444</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00445"></a><span class="lineno">  445</span>&#160;        <span class="keywordflow">case</span> Format::YUV444:</div><div class="line"><a name="l00446"></a><span class="lineno">  446</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;YUV444&quot;</span>;</div><div class="line"><a name="l00447"></a><span class="lineno">  447</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00448"></a><span class="lineno">  448</span>&#160;        <span class="keywordflow">case</span> Format::YUYV422:</div><div class="line"><a name="l00449"></a><span class="lineno">  449</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;YUYV422&quot;</span>;</div><div class="line"><a name="l00450"></a><span class="lineno">  450</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00451"></a><span class="lineno">  451</span>&#160;        <span class="keywordflow">case</span> Format::NV12:</div><div class="line"><a name="l00452"></a><span class="lineno">  452</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;NV12&quot;</span>;</div><div class="line"><a name="l00453"></a><span class="lineno">  453</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00454"></a><span class="lineno">  454</span>&#160;        <span class="keywordflow">case</span> Format::NV21:</div><div class="line"><a name="l00455"></a><span class="lineno">  455</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;NV21&quot;</span>;</div><div class="line"><a name="l00456"></a><span class="lineno">  456</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00457"></a><span class="lineno">  457</span>&#160;        <span class="keywordflow">case</span> Format::IYUV:</div><div class="line"><a name="l00458"></a><span class="lineno">  458</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;IYUV&quot;</span>;</div><div class="line"><a name="l00459"></a><span class="lineno">  459</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00460"></a><span class="lineno">  460</span>&#160;        <span class="keywordflow">case</span> Format::UYVY422:</div><div class="line"><a name="l00461"></a><span class="lineno">  461</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;UYVY422&quot;</span>;</div><div class="line"><a name="l00462"></a><span class="lineno">  462</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00463"></a><span class="lineno">  463</span>&#160;        <span class="keywordflow">default</span>:</div><div class="line"><a name="l00464"></a><span class="lineno">  464</span>&#160;            <a class="code" href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a>(<span class="stringliteral">&quot;NOT_SUPPORTED!&quot;</span>);</div><div class="line"><a name="l00465"></a><span class="lineno">  465</span>&#160;    }</div><div class="line"><a name="l00466"></a><span class="lineno">  466</span>&#160;</div><div class="line"><a name="l00467"></a><span class="lineno">  467</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00468"></a><span class="lineno">  468</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a05b19c75afe9c24200a62b9724734bbd"><div class="ttname"><a href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR(...)</div><div class="ttdoc">Print the given message then throw an std::runtime_error. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00238">Error.h:238</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -13251,10 +13247,10 @@
 
 <p>Formatted output of the Channel type. </p>
 
-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00476">476</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00478">478</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
 <p>References <a class="el" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29">A</a>, <a class="el" href="core_2_error_8h_source.xhtml#l00238">ARM_COMPUTE_ERROR</a>, <a class="el" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571">B</a>, <a class="el" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9c5959e6f08f10d0edbadf5be1f33c53">C0</a>, <a class="el" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa1a2ddc2db4693cfd16d534cde5572cc1">C1</a>, <a class="el" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aaf1a543f5a2c5d49bc5dde298fcf716e4">C2</a>, <a class="el" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa3abe124ecc82bf2c2e22e6058f38c50c">C3</a>, <a class="el" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aadfcf28d0734569a6a693bc8194de62bf">G</a>, <a class="el" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aae1e1d3d40573127e9ee0480caf1283d6">R</a>, <a class="el" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa4c614360da93c0a041b22e537de151eb">U</a>, <a class="el" href="namespacearm__compute.xhtml#a3a440b3893fa10608d4428958be1c52ea696b031073e74bf2cb98e5ef201d4aa3">UNKNOWN</a>, <a class="el" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa5206560a306a2e085a437fd258eb57ce">V</a>, and <a class="el" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa57cec4137b614c87cb4e24a3d003a3e0">Y</a>.</p>
-<div class="fragment"><div class="line"><a name="l00477"></a><span class="lineno">  477</span>&#160;{</div><div class="line"><a name="l00478"></a><span class="lineno">  478</span>&#160;    <span class="keywordflow">switch</span>(channel)</div><div class="line"><a name="l00479"></a><span class="lineno">  479</span>&#160;    {</div><div class="line"><a name="l00480"></a><span class="lineno">  480</span>&#160;        <span class="keywordflow">case</span> Channel::UNKNOWN:</div><div class="line"><a name="l00481"></a><span class="lineno">  481</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;UNKNOWN&quot;</span>;</div><div class="line"><a name="l00482"></a><span class="lineno">  482</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00483"></a><span class="lineno">  483</span>&#160;        <span class="keywordflow">case</span> Channel::C0:</div><div class="line"><a name="l00484"></a><span class="lineno">  484</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;C0&quot;</span>;</div><div class="line"><a name="l00485"></a><span class="lineno">  485</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00486"></a><span class="lineno">  486</span>&#160;        <span class="keywordflow">case</span> Channel::C1:</div><div class="line"><a name="l00487"></a><span class="lineno">  487</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;C1&quot;</span>;</div><div class="line"><a name="l00488"></a><span class="lineno">  488</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00489"></a><span class="lineno">  489</span>&#160;        <span class="keywordflow">case</span> Channel::C2:</div><div class="line"><a name="l00490"></a><span class="lineno">  490</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;C2&quot;</span>;</div><div class="line"><a name="l00491"></a><span class="lineno">  491</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00492"></a><span class="lineno">  492</span>&#160;        <span class="keywordflow">case</span> Channel::C3:</div><div class="line"><a name="l00493"></a><span class="lineno">  493</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;C3&quot;</span>;</div><div class="line"><a name="l00494"></a><span class="lineno">  494</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00495"></a><span class="lineno">  495</span>&#160;        <span class="keywordflow">case</span> Channel::R:</div><div class="line"><a name="l00496"></a><span class="lineno">  496</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;R&quot;</span>;</div><div class="line"><a name="l00497"></a><span class="lineno">  497</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00498"></a><span class="lineno">  498</span>&#160;        <span class="keywordflow">case</span> Channel::G:</div><div class="line"><a name="l00499"></a><span class="lineno">  499</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;G&quot;</span>;</div><div class="line"><a name="l00500"></a><span class="lineno">  500</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00501"></a><span class="lineno">  501</span>&#160;        <span class="keywordflow">case</span> Channel::B:</div><div class="line"><a name="l00502"></a><span class="lineno">  502</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;B&quot;</span>;</div><div class="line"><a name="l00503"></a><span class="lineno">  503</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00504"></a><span class="lineno">  504</span>&#160;        <span class="keywordflow">case</span> Channel::A:</div><div class="line"><a name="l00505"></a><span class="lineno">  505</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;A&quot;</span>;</div><div class="line"><a name="l00506"></a><span class="lineno">  506</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00507"></a><span class="lineno">  507</span>&#160;        <span class="keywordflow">case</span> Channel::Y:</div><div class="line"><a name="l00508"></a><span class="lineno">  508</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;Y&quot;</span>;</div><div class="line"><a name="l00509"></a><span class="lineno">  509</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00510"></a><span class="lineno">  510</span>&#160;        <span class="keywordflow">case</span> Channel::U:</div><div class="line"><a name="l00511"></a><span class="lineno">  511</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;U&quot;</span>;</div><div class="line"><a name="l00512"></a><span class="lineno">  512</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00513"></a><span class="lineno">  513</span>&#160;        <span class="keywordflow">case</span> Channel::V:</div><div class="line"><a name="l00514"></a><span class="lineno">  514</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;V&quot;</span>;</div><div class="line"><a name="l00515"></a><span class="lineno">  515</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00516"></a><span class="lineno">  516</span>&#160;        <span class="keywordflow">default</span>:</div><div class="line"><a name="l00517"></a><span class="lineno">  517</span>&#160;            <a class="code" href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a>(<span class="stringliteral">&quot;NOT_SUPPORTED!&quot;</span>);</div><div class="line"><a name="l00518"></a><span class="lineno">  518</span>&#160;    }</div><div class="line"><a name="l00519"></a><span class="lineno">  519</span>&#160;</div><div class="line"><a name="l00520"></a><span class="lineno">  520</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00521"></a><span class="lineno">  521</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a05b19c75afe9c24200a62b9724734bbd"><div class="ttname"><a href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR(...)</div><div class="ttdoc">Print the given message then throw an std::runtime_error. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00238">Error.h:238</a></div></div>
+<div class="fragment"><div class="line"><a name="l00479"></a><span class="lineno">  479</span>&#160;{</div><div class="line"><a name="l00480"></a><span class="lineno">  480</span>&#160;    <span class="keywordflow">switch</span>(channel)</div><div class="line"><a name="l00481"></a><span class="lineno">  481</span>&#160;    {</div><div class="line"><a name="l00482"></a><span class="lineno">  482</span>&#160;        <span class="keywordflow">case</span> Channel::UNKNOWN:</div><div class="line"><a name="l00483"></a><span class="lineno">  483</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;UNKNOWN&quot;</span>;</div><div class="line"><a name="l00484"></a><span class="lineno">  484</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00485"></a><span class="lineno">  485</span>&#160;        <span class="keywordflow">case</span> Channel::C0:</div><div class="line"><a name="l00486"></a><span class="lineno">  486</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;C0&quot;</span>;</div><div class="line"><a name="l00487"></a><span class="lineno">  487</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00488"></a><span class="lineno">  488</span>&#160;        <span class="keywordflow">case</span> Channel::C1:</div><div class="line"><a name="l00489"></a><span class="lineno">  489</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;C1&quot;</span>;</div><div class="line"><a name="l00490"></a><span class="lineno">  490</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00491"></a><span class="lineno">  491</span>&#160;        <span class="keywordflow">case</span> Channel::C2:</div><div class="line"><a name="l00492"></a><span class="lineno">  492</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;C2&quot;</span>;</div><div class="line"><a name="l00493"></a><span class="lineno">  493</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00494"></a><span class="lineno">  494</span>&#160;        <span class="keywordflow">case</span> Channel::C3:</div><div class="line"><a name="l00495"></a><span class="lineno">  495</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;C3&quot;</span>;</div><div class="line"><a name="l00496"></a><span class="lineno">  496</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00497"></a><span class="lineno">  497</span>&#160;        <span class="keywordflow">case</span> Channel::R:</div><div class="line"><a name="l00498"></a><span class="lineno">  498</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;R&quot;</span>;</div><div class="line"><a name="l00499"></a><span class="lineno">  499</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00500"></a><span class="lineno">  500</span>&#160;        <span class="keywordflow">case</span> Channel::G:</div><div class="line"><a name="l00501"></a><span class="lineno">  501</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;G&quot;</span>;</div><div class="line"><a name="l00502"></a><span class="lineno">  502</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00503"></a><span class="lineno">  503</span>&#160;        <span class="keywordflow">case</span> Channel::B:</div><div class="line"><a name="l00504"></a><span class="lineno">  504</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;B&quot;</span>;</div><div class="line"><a name="l00505"></a><span class="lineno">  505</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00506"></a><span class="lineno">  506</span>&#160;        <span class="keywordflow">case</span> Channel::A:</div><div class="line"><a name="l00507"></a><span class="lineno">  507</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;A&quot;</span>;</div><div class="line"><a name="l00508"></a><span class="lineno">  508</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00509"></a><span class="lineno">  509</span>&#160;        <span class="keywordflow">case</span> Channel::Y:</div><div class="line"><a name="l00510"></a><span class="lineno">  510</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;Y&quot;</span>;</div><div class="line"><a name="l00511"></a><span class="lineno">  511</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00512"></a><span class="lineno">  512</span>&#160;        <span class="keywordflow">case</span> Channel::U:</div><div class="line"><a name="l00513"></a><span class="lineno">  513</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;U&quot;</span>;</div><div class="line"><a name="l00514"></a><span class="lineno">  514</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00515"></a><span class="lineno">  515</span>&#160;        <span class="keywordflow">case</span> Channel::V:</div><div class="line"><a name="l00516"></a><span class="lineno">  516</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;V&quot;</span>;</div><div class="line"><a name="l00517"></a><span class="lineno">  517</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00518"></a><span class="lineno">  518</span>&#160;        <span class="keywordflow">default</span>:</div><div class="line"><a name="l00519"></a><span class="lineno">  519</span>&#160;            <a class="code" href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a>(<span class="stringliteral">&quot;NOT_SUPPORTED!&quot;</span>);</div><div class="line"><a name="l00520"></a><span class="lineno">  520</span>&#160;    }</div><div class="line"><a name="l00521"></a><span class="lineno">  521</span>&#160;</div><div class="line"><a name="l00522"></a><span class="lineno">  522</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00523"></a><span class="lineno">  523</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a05b19c75afe9c24200a62b9724734bbd"><div class="ttname"><a href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR(...)</div><div class="ttdoc">Print the given message then throw an std::runtime_error. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00238">Error.h:238</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -13284,10 +13280,10 @@
 
 <p>Formatted output of the BorderMode type. </p>
 
-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00524">524</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00526">526</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
 <p>References <a class="el" href="core_2_error_8h_source.xhtml#l00238">ARM_COMPUTE_ERROR</a>, <a class="el" href="namespacearm__compute.xhtml#a15a05537a472ee742404821851529327a8d6b5cada83510220f59e00ce86d4d92">CONSTANT</a>, <a class="el" href="namespacearm__compute.xhtml#a15a05537a472ee742404821851529327a4ef59320fbe90fe47d40f1f71e4c5daa">REPLICATE</a>, and <a class="el" href="namespacearm__compute.xhtml#a15a05537a472ee742404821851529327a0db45d2a4141101bdfe48e3314cfbca3">UNDEFINED</a>.</p>
-<div class="fragment"><div class="line"><a name="l00525"></a><span class="lineno">  525</span>&#160;{</div><div class="line"><a name="l00526"></a><span class="lineno">  526</span>&#160;    <span class="keywordflow">switch</span>(mode)</div><div class="line"><a name="l00527"></a><span class="lineno">  527</span>&#160;    {</div><div class="line"><a name="l00528"></a><span class="lineno">  528</span>&#160;        <span class="keywordflow">case</span> BorderMode::UNDEFINED:</div><div class="line"><a name="l00529"></a><span class="lineno">  529</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;UNDEFINED&quot;</span>;</div><div class="line"><a name="l00530"></a><span class="lineno">  530</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00531"></a><span class="lineno">  531</span>&#160;        <span class="keywordflow">case</span> BorderMode::CONSTANT:</div><div class="line"><a name="l00532"></a><span class="lineno">  532</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;CONSTANT&quot;</span>;</div><div class="line"><a name="l00533"></a><span class="lineno">  533</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00534"></a><span class="lineno">  534</span>&#160;        <span class="keywordflow">case</span> BorderMode::REPLICATE:</div><div class="line"><a name="l00535"></a><span class="lineno">  535</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;REPLICATE&quot;</span>;</div><div class="line"><a name="l00536"></a><span class="lineno">  536</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00537"></a><span class="lineno">  537</span>&#160;        <span class="keywordflow">default</span>:</div><div class="line"><a name="l00538"></a><span class="lineno">  538</span>&#160;            <a class="code" href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a>(<span class="stringliteral">&quot;NOT_SUPPORTED!&quot;</span>);</div><div class="line"><a name="l00539"></a><span class="lineno">  539</span>&#160;    }</div><div class="line"><a name="l00540"></a><span class="lineno">  540</span>&#160;</div><div class="line"><a name="l00541"></a><span class="lineno">  541</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00542"></a><span class="lineno">  542</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a05b19c75afe9c24200a62b9724734bbd"><div class="ttname"><a href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR(...)</div><div class="ttdoc">Print the given message then throw an std::runtime_error. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00238">Error.h:238</a></div></div>
+<div class="fragment"><div class="line"><a name="l00527"></a><span class="lineno">  527</span>&#160;{</div><div class="line"><a name="l00528"></a><span class="lineno">  528</span>&#160;    <span class="keywordflow">switch</span>(mode)</div><div class="line"><a name="l00529"></a><span class="lineno">  529</span>&#160;    {</div><div class="line"><a name="l00530"></a><span class="lineno">  530</span>&#160;        <span class="keywordflow">case</span> BorderMode::UNDEFINED:</div><div class="line"><a name="l00531"></a><span class="lineno">  531</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;UNDEFINED&quot;</span>;</div><div class="line"><a name="l00532"></a><span class="lineno">  532</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00533"></a><span class="lineno">  533</span>&#160;        <span class="keywordflow">case</span> BorderMode::CONSTANT:</div><div class="line"><a name="l00534"></a><span class="lineno">  534</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;CONSTANT&quot;</span>;</div><div class="line"><a name="l00535"></a><span class="lineno">  535</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00536"></a><span class="lineno">  536</span>&#160;        <span class="keywordflow">case</span> BorderMode::REPLICATE:</div><div class="line"><a name="l00537"></a><span class="lineno">  537</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;REPLICATE&quot;</span>;</div><div class="line"><a name="l00538"></a><span class="lineno">  538</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00539"></a><span class="lineno">  539</span>&#160;        <span class="keywordflow">default</span>:</div><div class="line"><a name="l00540"></a><span class="lineno">  540</span>&#160;            <a class="code" href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a>(<span class="stringliteral">&quot;NOT_SUPPORTED!&quot;</span>);</div><div class="line"><a name="l00541"></a><span class="lineno">  541</span>&#160;    }</div><div class="line"><a name="l00542"></a><span class="lineno">  542</span>&#160;</div><div class="line"><a name="l00543"></a><span class="lineno">  543</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00544"></a><span class="lineno">  544</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a05b19c75afe9c24200a62b9724734bbd"><div class="ttname"><a href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR(...)</div><div class="ttdoc">Print the given message then throw an std::runtime_error. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00238">Error.h:238</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -13317,10 +13313,10 @@
 
 <p>Formatted output of the <a class="el" href="structarm__compute_1_1_border_size.xhtml" title="Container for 2D border size. ">BorderSize</a> type. </p>
 
-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00545">545</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00547">547</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
-<p>References <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00264">BorderSize::bottom</a>, <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00265">BorderSize::left</a>, <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00263">BorderSize::right</a>, and <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00262">BorderSize::top</a>.</p>
-<div class="fragment"><div class="line"><a name="l00546"></a><span class="lineno">  546</span>&#160;{</div><div class="line"><a name="l00547"></a><span class="lineno">  547</span>&#160;    os &lt;&lt; border.top &lt;&lt; <span class="stringliteral">&quot;,&quot;</span></div><div class="line"><a name="l00548"></a><span class="lineno">  548</span>&#160;       &lt;&lt; border.right &lt;&lt; <span class="stringliteral">&quot;,&quot;</span></div><div class="line"><a name="l00549"></a><span class="lineno">  549</span>&#160;       &lt;&lt; border.bottom &lt;&lt; <span class="stringliteral">&quot;,&quot;</span></div><div class="line"><a name="l00550"></a><span class="lineno">  550</span>&#160;       &lt;&lt; border.left;</div><div class="line"><a name="l00551"></a><span class="lineno">  551</span>&#160;</div><div class="line"><a name="l00552"></a><span class="lineno">  552</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00553"></a><span class="lineno">  553</span>&#160;}</div></div><!-- fragment -->
+<p>References <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00272">BorderSize::bottom</a>, <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00273">BorderSize::left</a>, <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00271">BorderSize::right</a>, and <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00270">BorderSize::top</a>.</p>
+<div class="fragment"><div class="line"><a name="l00548"></a><span class="lineno">  548</span>&#160;{</div><div class="line"><a name="l00549"></a><span class="lineno">  549</span>&#160;    os &lt;&lt; border.top &lt;&lt; <span class="stringliteral">&quot;,&quot;</span></div><div class="line"><a name="l00550"></a><span class="lineno">  550</span>&#160;       &lt;&lt; border.right &lt;&lt; <span class="stringliteral">&quot;,&quot;</span></div><div class="line"><a name="l00551"></a><span class="lineno">  551</span>&#160;       &lt;&lt; border.bottom &lt;&lt; <span class="stringliteral">&quot;,&quot;</span></div><div class="line"><a name="l00552"></a><span class="lineno">  552</span>&#160;       &lt;&lt; border.left;</div><div class="line"><a name="l00553"></a><span class="lineno">  553</span>&#160;</div><div class="line"><a name="l00554"></a><span class="lineno">  554</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00555"></a><span class="lineno">  555</span>&#160;}</div></div><!-- fragment -->
 </div>
 </div>
 <a class="anchor" id="a509047aefc691398f1bb60b1f967a98b"></a>
@@ -13349,10 +13345,10 @@
 
 <p>Formatted output of the InterpolationPolicy type. </p>
 
-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00556">556</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00558">558</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
 <p>References <a class="el" href="namespacearm__compute.xhtml#a966a9c417ce5e94dca08d9b5e745c0c9a639aaa22a784d5e5cb03a522267e79c4">AREA</a>, <a class="el" href="core_2_error_8h_source.xhtml#l00238">ARM_COMPUTE_ERROR</a>, <a class="el" href="namespacearm__compute.xhtml#a966a9c417ce5e94dca08d9b5e745c0c9aad6fddf718ad19b063e02fdd7e8e3e65">BILINEAR</a>, and <a class="el" href="namespacearm__compute.xhtml#a966a9c417ce5e94dca08d9b5e745c0c9a7f5ccbc3d30c2cd3fd04d567946cbde2">NEAREST_NEIGHBOR</a>.</p>
-<div class="fragment"><div class="line"><a name="l00557"></a><span class="lineno">  557</span>&#160;{</div><div class="line"><a name="l00558"></a><span class="lineno">  558</span>&#160;    <span class="keywordflow">switch</span>(policy)</div><div class="line"><a name="l00559"></a><span class="lineno">  559</span>&#160;    {</div><div class="line"><a name="l00560"></a><span class="lineno">  560</span>&#160;        <span class="keywordflow">case</span> InterpolationPolicy::NEAREST_NEIGHBOR:</div><div class="line"><a name="l00561"></a><span class="lineno">  561</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;NEAREST_NEIGHBOR&quot;</span>;</div><div class="line"><a name="l00562"></a><span class="lineno">  562</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00563"></a><span class="lineno">  563</span>&#160;        <span class="keywordflow">case</span> InterpolationPolicy::BILINEAR:</div><div class="line"><a name="l00564"></a><span class="lineno">  564</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;BILINEAR&quot;</span>;</div><div class="line"><a name="l00565"></a><span class="lineno">  565</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00566"></a><span class="lineno">  566</span>&#160;        <span class="keywordflow">case</span> InterpolationPolicy::AREA:</div><div class="line"><a name="l00567"></a><span class="lineno">  567</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;AREA&quot;</span>;</div><div class="line"><a name="l00568"></a><span class="lineno">  568</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00569"></a><span class="lineno">  569</span>&#160;        <span class="keywordflow">default</span>:</div><div class="line"><a name="l00570"></a><span class="lineno">  570</span>&#160;            <a class="code" href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a>(<span class="stringliteral">&quot;NOT_SUPPORTED!&quot;</span>);</div><div class="line"><a name="l00571"></a><span class="lineno">  571</span>&#160;    }</div><div class="line"><a name="l00572"></a><span class="lineno">  572</span>&#160;</div><div class="line"><a name="l00573"></a><span class="lineno">  573</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00574"></a><span class="lineno">  574</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a05b19c75afe9c24200a62b9724734bbd"><div class="ttname"><a href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR(...)</div><div class="ttdoc">Print the given message then throw an std::runtime_error. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00238">Error.h:238</a></div></div>
+<div class="fragment"><div class="line"><a name="l00559"></a><span class="lineno">  559</span>&#160;{</div><div class="line"><a name="l00560"></a><span class="lineno">  560</span>&#160;    <span class="keywordflow">switch</span>(policy)</div><div class="line"><a name="l00561"></a><span class="lineno">  561</span>&#160;    {</div><div class="line"><a name="l00562"></a><span class="lineno">  562</span>&#160;        <span class="keywordflow">case</span> InterpolationPolicy::NEAREST_NEIGHBOR:</div><div class="line"><a name="l00563"></a><span class="lineno">  563</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;NEAREST_NEIGHBOR&quot;</span>;</div><div class="line"><a name="l00564"></a><span class="lineno">  564</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00565"></a><span class="lineno">  565</span>&#160;        <span class="keywordflow">case</span> InterpolationPolicy::BILINEAR:</div><div class="line"><a name="l00566"></a><span class="lineno">  566</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;BILINEAR&quot;</span>;</div><div class="line"><a name="l00567"></a><span class="lineno">  567</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00568"></a><span class="lineno">  568</span>&#160;        <span class="keywordflow">case</span> InterpolationPolicy::AREA:</div><div class="line"><a name="l00569"></a><span class="lineno">  569</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;AREA&quot;</span>;</div><div class="line"><a name="l00570"></a><span class="lineno">  570</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00571"></a><span class="lineno">  571</span>&#160;        <span class="keywordflow">default</span>:</div><div class="line"><a name="l00572"></a><span class="lineno">  572</span>&#160;            <a class="code" href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a>(<span class="stringliteral">&quot;NOT_SUPPORTED!&quot;</span>);</div><div class="line"><a name="l00573"></a><span class="lineno">  573</span>&#160;    }</div><div class="line"><a name="l00574"></a><span class="lineno">  574</span>&#160;</div><div class="line"><a name="l00575"></a><span class="lineno">  575</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00576"></a><span class="lineno">  576</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a05b19c75afe9c24200a62b9724734bbd"><div class="ttname"><a href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR(...)</div><div class="ttdoc">Print the given message then throw an std::runtime_error. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00238">Error.h:238</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -13382,10 +13378,10 @@
 
 <p>Formatted output of the SamplingPolicy type. </p>
 
-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00577">577</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00579">579</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
 <p>References <a class="el" href="core_2_error_8h_source.xhtml#l00238">ARM_COMPUTE_ERROR</a>, <a class="el" href="namespacearm__compute.xhtml#a16a59381d4d74d17d86d69eb4d286d7bac397289ee45877be0cd49811fe245b4e">CENTER</a>, and <a class="el" href="namespacearm__compute.xhtml#a16a59381d4d74d17d86d69eb4d286d7ba747385047b85ae751f83adb36435a3c1">TOP_LEFT</a>.</p>
-<div class="fragment"><div class="line"><a name="l00578"></a><span class="lineno">  578</span>&#160;{</div><div class="line"><a name="l00579"></a><span class="lineno">  579</span>&#160;    <span class="keywordflow">switch</span>(policy)</div><div class="line"><a name="l00580"></a><span class="lineno">  580</span>&#160;    {</div><div class="line"><a name="l00581"></a><span class="lineno">  581</span>&#160;        <span class="keywordflow">case</span> SamplingPolicy::CENTER:</div><div class="line"><a name="l00582"></a><span class="lineno">  582</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;CENTER&quot;</span>;</div><div class="line"><a name="l00583"></a><span class="lineno">  583</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00584"></a><span class="lineno">  584</span>&#160;        <span class="keywordflow">case</span> SamplingPolicy::TOP_LEFT:</div><div class="line"><a name="l00585"></a><span class="lineno">  585</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;TOP_LEFT&quot;</span>;</div><div class="line"><a name="l00586"></a><span class="lineno">  586</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00587"></a><span class="lineno">  587</span>&#160;        <span class="keywordflow">default</span>:</div><div class="line"><a name="l00588"></a><span class="lineno">  588</span>&#160;            <a class="code" href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a>(<span class="stringliteral">&quot;NOT_SUPPORTED!&quot;</span>);</div><div class="line"><a name="l00589"></a><span class="lineno">  589</span>&#160;    }</div><div class="line"><a name="l00590"></a><span class="lineno">  590</span>&#160;</div><div class="line"><a name="l00591"></a><span class="lineno">  591</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00592"></a><span class="lineno">  592</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a05b19c75afe9c24200a62b9724734bbd"><div class="ttname"><a href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR(...)</div><div class="ttdoc">Print the given message then throw an std::runtime_error. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00238">Error.h:238</a></div></div>
+<div class="fragment"><div class="line"><a name="l00580"></a><span class="lineno">  580</span>&#160;{</div><div class="line"><a name="l00581"></a><span class="lineno">  581</span>&#160;    <span class="keywordflow">switch</span>(policy)</div><div class="line"><a name="l00582"></a><span class="lineno">  582</span>&#160;    {</div><div class="line"><a name="l00583"></a><span class="lineno">  583</span>&#160;        <span class="keywordflow">case</span> SamplingPolicy::CENTER:</div><div class="line"><a name="l00584"></a><span class="lineno">  584</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;CENTER&quot;</span>;</div><div class="line"><a name="l00585"></a><span class="lineno">  585</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00586"></a><span class="lineno">  586</span>&#160;        <span class="keywordflow">case</span> SamplingPolicy::TOP_LEFT:</div><div class="line"><a name="l00587"></a><span class="lineno">  587</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;TOP_LEFT&quot;</span>;</div><div class="line"><a name="l00588"></a><span class="lineno">  588</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00589"></a><span class="lineno">  589</span>&#160;        <span class="keywordflow">default</span>:</div><div class="line"><a name="l00590"></a><span class="lineno">  590</span>&#160;            <a class="code" href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a>(<span class="stringliteral">&quot;NOT_SUPPORTED!&quot;</span>);</div><div class="line"><a name="l00591"></a><span class="lineno">  591</span>&#160;    }</div><div class="line"><a name="l00592"></a><span class="lineno">  592</span>&#160;</div><div class="line"><a name="l00593"></a><span class="lineno">  593</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00594"></a><span class="lineno">  594</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a05b19c75afe9c24200a62b9724734bbd"><div class="ttname"><a href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR(...)</div><div class="ttdoc">Print the given message then throw an std::runtime_error. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00238">Error.h:238</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -13415,10 +13411,10 @@
 
 <p>Formatted output of the <a class="el" href="structarm__compute_1_1_rectangle.xhtml" title="Rectangle type. ">Rectangle</a> type. </p>
 
-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00637">637</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00639">639</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
-<p>References <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00344">Rectangle::height</a>, <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00343">Rectangle::width</a>, <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00341">Rectangle::x</a>, and <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00342">Rectangle::y</a>.</p>
-<div class="fragment"><div class="line"><a name="l00638"></a><span class="lineno">  638</span>&#160;{</div><div class="line"><a name="l00639"></a><span class="lineno">  639</span>&#160;    os &lt;&lt; rect.width &lt;&lt; <span class="stringliteral">&quot;x&quot;</span> &lt;&lt; rect.height;</div><div class="line"><a name="l00640"></a><span class="lineno">  640</span>&#160;    os &lt;&lt; <span class="stringliteral">&quot;+&quot;</span> &lt;&lt; rect.x &lt;&lt; <span class="stringliteral">&quot;+&quot;</span> &lt;&lt; rect.y;</div><div class="line"><a name="l00641"></a><span class="lineno">  641</span>&#160;</div><div class="line"><a name="l00642"></a><span class="lineno">  642</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00643"></a><span class="lineno">  643</span>&#160;}</div></div><!-- fragment -->
+<p>References <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00352">Rectangle::height</a>, <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00351">Rectangle::width</a>, <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00349">Rectangle::x</a>, and <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00350">Rectangle::y</a>.</p>
+<div class="fragment"><div class="line"><a name="l00640"></a><span class="lineno">  640</span>&#160;{</div><div class="line"><a name="l00641"></a><span class="lineno">  641</span>&#160;    os &lt;&lt; rect.width &lt;&lt; <span class="stringliteral">&quot;x&quot;</span> &lt;&lt; rect.height;</div><div class="line"><a name="l00642"></a><span class="lineno">  642</span>&#160;    os &lt;&lt; <span class="stringliteral">&quot;+&quot;</span> &lt;&lt; rect.x &lt;&lt; <span class="stringliteral">&quot;+&quot;</span> &lt;&lt; rect.y;</div><div class="line"><a name="l00643"></a><span class="lineno">  643</span>&#160;</div><div class="line"><a name="l00644"></a><span class="lineno">  644</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00645"></a><span class="lineno">  645</span>&#160;}</div></div><!-- fragment -->
 </div>
 </div>
 <a class="anchor" id="a8af36ae3a3613112c3a95e57f606359a"></a>
@@ -13447,10 +13443,10 @@
 
 <p>Formatted output of the PadStridInfo type. </p>
 
-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00646">646</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00648">648</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
-<p>References <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00527">PadStrideInfo::pad_bottom()</a>, <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00515">PadStrideInfo::pad_left()</a>, <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00519">PadStrideInfo::pad_right()</a>, <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00523">PadStrideInfo::pad_top()</a>, and <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00504">PadStrideInfo::stride()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00647"></a><span class="lineno">  647</span>&#160;{</div><div class="line"><a name="l00648"></a><span class="lineno">  648</span>&#160;    os &lt;&lt; pad_stride_info.stride().first &lt;&lt; <span class="stringliteral">&quot;,&quot;</span> &lt;&lt; pad_stride_info.stride().second;</div><div class="line"><a name="l00649"></a><span class="lineno">  649</span>&#160;    os &lt;&lt; <span class="stringliteral">&quot;;&quot;</span>;</div><div class="line"><a name="l00650"></a><span class="lineno">  650</span>&#160;    os &lt;&lt; pad_stride_info.pad_left() &lt;&lt; <span class="stringliteral">&quot;,&quot;</span> &lt;&lt; pad_stride_info.pad_right() &lt;&lt; <span class="stringliteral">&quot;,&quot;</span></div><div class="line"><a name="l00651"></a><span class="lineno">  651</span>&#160;       &lt;&lt; pad_stride_info.pad_top() &lt;&lt; <span class="stringliteral">&quot;,&quot;</span> &lt;&lt; pad_stride_info.pad_bottom();</div><div class="line"><a name="l00652"></a><span class="lineno">  652</span>&#160;</div><div class="line"><a name="l00653"></a><span class="lineno">  653</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00654"></a><span class="lineno">  654</span>&#160;}</div></div><!-- fragment -->
+<p>References <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00535">PadStrideInfo::pad_bottom()</a>, <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00523">PadStrideInfo::pad_left()</a>, <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00527">PadStrideInfo::pad_right()</a>, <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00531">PadStrideInfo::pad_top()</a>, and <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00512">PadStrideInfo::stride()</a>.</p>
+<div class="fragment"><div class="line"><a name="l00649"></a><span class="lineno">  649</span>&#160;{</div><div class="line"><a name="l00650"></a><span class="lineno">  650</span>&#160;    os &lt;&lt; pad_stride_info.stride().first &lt;&lt; <span class="stringliteral">&quot;,&quot;</span> &lt;&lt; pad_stride_info.stride().second;</div><div class="line"><a name="l00651"></a><span class="lineno">  651</span>&#160;    os &lt;&lt; <span class="stringliteral">&quot;;&quot;</span>;</div><div class="line"><a name="l00652"></a><span class="lineno">  652</span>&#160;    os &lt;&lt; pad_stride_info.pad_left() &lt;&lt; <span class="stringliteral">&quot;,&quot;</span> &lt;&lt; pad_stride_info.pad_right() &lt;&lt; <span class="stringliteral">&quot;,&quot;</span></div><div class="line"><a name="l00653"></a><span class="lineno">  653</span>&#160;       &lt;&lt; pad_stride_info.pad_top() &lt;&lt; <span class="stringliteral">&quot;,&quot;</span> &lt;&lt; pad_stride_info.pad_bottom();</div><div class="line"><a name="l00654"></a><span class="lineno">  654</span>&#160;</div><div class="line"><a name="l00655"></a><span class="lineno">  655</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00656"></a><span class="lineno">  656</span>&#160;}</div></div><!-- fragment -->
 </div>
 </div>
 <a class="anchor" id="a4287c6842a60e5f6bf309e55f8813527"></a>
@@ -13479,10 +13475,10 @@
 
 <p>Formatted output of the ConversionPolicy type. </p>
 
-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00692">692</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00694">694</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
 <p>References <a class="el" href="core_2_error_8h_source.xhtml#l00238">ARM_COMPUTE_ERROR</a>, <a class="el" href="namespacearm__compute.xhtml#a82b8ac759c804bc1fb4e2d21e178fb6fa4729d95f983955f0d93a30179deb2b86">SATURATE</a>, and <a class="el" href="namespacearm__compute.xhtml#a82b8ac759c804bc1fb4e2d21e178fb6fae1c8555fcf0ea2bb648a6fd527d658c0">WRAP</a>.</p>
-<div class="fragment"><div class="line"><a name="l00693"></a><span class="lineno">  693</span>&#160;{</div><div class="line"><a name="l00694"></a><span class="lineno">  694</span>&#160;    <span class="keywordflow">switch</span>(policy)</div><div class="line"><a name="l00695"></a><span class="lineno">  695</span>&#160;    {</div><div class="line"><a name="l00696"></a><span class="lineno">  696</span>&#160;        <span class="keywordflow">case</span> ConvertPolicy::WRAP:</div><div class="line"><a name="l00697"></a><span class="lineno">  697</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;WRAP&quot;</span>;</div><div class="line"><a name="l00698"></a><span class="lineno">  698</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00699"></a><span class="lineno">  699</span>&#160;        <span class="keywordflow">case</span> ConvertPolicy::SATURATE:</div><div class="line"><a name="l00700"></a><span class="lineno">  700</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;SATURATE&quot;</span>;</div><div class="line"><a name="l00701"></a><span class="lineno">  701</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00702"></a><span class="lineno">  702</span>&#160;        <span class="keywordflow">default</span>:</div><div class="line"><a name="l00703"></a><span class="lineno">  703</span>&#160;            <a class="code" href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a>(<span class="stringliteral">&quot;NOT_SUPPORTED!&quot;</span>);</div><div class="line"><a name="l00704"></a><span class="lineno">  704</span>&#160;    }</div><div class="line"><a name="l00705"></a><span class="lineno">  705</span>&#160;</div><div class="line"><a name="l00706"></a><span class="lineno">  706</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00707"></a><span class="lineno">  707</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a05b19c75afe9c24200a62b9724734bbd"><div class="ttname"><a href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR(...)</div><div class="ttdoc">Print the given message then throw an std::runtime_error. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00238">Error.h:238</a></div></div>
+<div class="fragment"><div class="line"><a name="l00695"></a><span class="lineno">  695</span>&#160;{</div><div class="line"><a name="l00696"></a><span class="lineno">  696</span>&#160;    <span class="keywordflow">switch</span>(policy)</div><div class="line"><a name="l00697"></a><span class="lineno">  697</span>&#160;    {</div><div class="line"><a name="l00698"></a><span class="lineno">  698</span>&#160;        <span class="keywordflow">case</span> ConvertPolicy::WRAP:</div><div class="line"><a name="l00699"></a><span class="lineno">  699</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;WRAP&quot;</span>;</div><div class="line"><a name="l00700"></a><span class="lineno">  700</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00701"></a><span class="lineno">  701</span>&#160;        <span class="keywordflow">case</span> ConvertPolicy::SATURATE:</div><div class="line"><a name="l00702"></a><span class="lineno">  702</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;SATURATE&quot;</span>;</div><div class="line"><a name="l00703"></a><span class="lineno">  703</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00704"></a><span class="lineno">  704</span>&#160;        <span class="keywordflow">default</span>:</div><div class="line"><a name="l00705"></a><span class="lineno">  705</span>&#160;            <a class="code" href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a>(<span class="stringliteral">&quot;NOT_SUPPORTED!&quot;</span>);</div><div class="line"><a name="l00706"></a><span class="lineno">  706</span>&#160;    }</div><div class="line"><a name="l00707"></a><span class="lineno">  707</span>&#160;</div><div class="line"><a name="l00708"></a><span class="lineno">  708</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00709"></a><span class="lineno">  709</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a05b19c75afe9c24200a62b9724734bbd"><div class="ttname"><a href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR(...)</div><div class="ttdoc">Print the given message then throw an std::runtime_error. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00238">Error.h:238</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -13512,10 +13508,10 @@
 
 <p>Formatted output of the Reduction Operations. </p>
 
-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00717">717</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00719">719</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
 <p>References <a class="el" href="core_2_error_8h_source.xhtml#l00238">ARM_COMPUTE_ERROR</a>, and <a class="el" href="namespacearm__compute.xhtml#a5827eb9cb394e74af87f74bd354fb45ba2ce6e134b828b72fad160fa17c8d1b64">SUM_SQUARE</a>.</p>
-<div class="fragment"><div class="line"><a name="l00718"></a><span class="lineno">  718</span>&#160;{</div><div class="line"><a name="l00719"></a><span class="lineno">  719</span>&#160;    <span class="keywordflow">switch</span>(op)</div><div class="line"><a name="l00720"></a><span class="lineno">  720</span>&#160;    {</div><div class="line"><a name="l00721"></a><span class="lineno">  721</span>&#160;        <span class="keywordflow">case</span> ReductionOperation::SUM_SQUARE:</div><div class="line"><a name="l00722"></a><span class="lineno">  722</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;SUM_SQUARE&quot;</span>;</div><div class="line"><a name="l00723"></a><span class="lineno">  723</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00724"></a><span class="lineno">  724</span>&#160;        <span class="keywordflow">default</span>:</div><div class="line"><a name="l00725"></a><span class="lineno">  725</span>&#160;            <a class="code" href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a>(<span class="stringliteral">&quot;NOT_SUPPORTED!&quot;</span>);</div><div class="line"><a name="l00726"></a><span class="lineno">  726</span>&#160;    }</div><div class="line"><a name="l00727"></a><span class="lineno">  727</span>&#160;</div><div class="line"><a name="l00728"></a><span class="lineno">  728</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00729"></a><span class="lineno">  729</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a05b19c75afe9c24200a62b9724734bbd"><div class="ttname"><a href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR(...)</div><div class="ttdoc">Print the given message then throw an std::runtime_error. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00238">Error.h:238</a></div></div>
+<div class="fragment"><div class="line"><a name="l00720"></a><span class="lineno">  720</span>&#160;{</div><div class="line"><a name="l00721"></a><span class="lineno">  721</span>&#160;    <span class="keywordflow">switch</span>(op)</div><div class="line"><a name="l00722"></a><span class="lineno">  722</span>&#160;    {</div><div class="line"><a name="l00723"></a><span class="lineno">  723</span>&#160;        <span class="keywordflow">case</span> ReductionOperation::SUM_SQUARE:</div><div class="line"><a name="l00724"></a><span class="lineno">  724</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;SUM_SQUARE&quot;</span>;</div><div class="line"><a name="l00725"></a><span class="lineno">  725</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00726"></a><span class="lineno">  726</span>&#160;        <span class="keywordflow">default</span>:</div><div class="line"><a name="l00727"></a><span class="lineno">  727</span>&#160;            <a class="code" href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a>(<span class="stringliteral">&quot;NOT_SUPPORTED!&quot;</span>);</div><div class="line"><a name="l00728"></a><span class="lineno">  728</span>&#160;    }</div><div class="line"><a name="l00729"></a><span class="lineno">  729</span>&#160;</div><div class="line"><a name="l00730"></a><span class="lineno">  730</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00731"></a><span class="lineno">  731</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a05b19c75afe9c24200a62b9724734bbd"><div class="ttname"><a href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR(...)</div><div class="ttdoc">Print the given message then throw an std::runtime_error. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00238">Error.h:238</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -13545,10 +13541,10 @@
 
 <p>Formatted output of the <a class="el" href="structarm__compute_1_1_key_point.xhtml" title="Keypoint type. ">KeyPoint</a> type. </p>
 
-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00768">768</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00770">770</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
-<p>References <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00333">KeyPoint::error</a>, <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00331">KeyPoint::orientation</a>, <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00330">KeyPoint::scale</a>, <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00329">KeyPoint::strength</a>, <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00332">KeyPoint::tracking_status</a>, <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00327">KeyPoint::x</a>, and <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00328">KeyPoint::y</a>.</p>
-<div class="fragment"><div class="line"><a name="l00769"></a><span class="lineno">  769</span>&#160;{</div><div class="line"><a name="l00770"></a><span class="lineno">  770</span>&#160;    os &lt;&lt; <span class="stringliteral">&quot;{x=&quot;</span> &lt;&lt; point.x &lt;&lt; <span class="stringliteral">&quot;,&quot;</span></div><div class="line"><a name="l00771"></a><span class="lineno">  771</span>&#160;       &lt;&lt; <span class="stringliteral">&quot;y=&quot;</span> &lt;&lt; point.y &lt;&lt; <span class="stringliteral">&quot;,&quot;</span></div><div class="line"><a name="l00772"></a><span class="lineno">  772</span>&#160;       &lt;&lt; <span class="stringliteral">&quot;strength=&quot;</span> &lt;&lt; point.strength &lt;&lt; <span class="stringliteral">&quot;,&quot;</span></div><div class="line"><a name="l00773"></a><span class="lineno">  773</span>&#160;       &lt;&lt; <span class="stringliteral">&quot;scale=&quot;</span> &lt;&lt; point.scale &lt;&lt; <span class="stringliteral">&quot;,&quot;</span></div><div class="line"><a name="l00774"></a><span class="lineno">  774</span>&#160;       &lt;&lt; <span class="stringliteral">&quot;orientation=&quot;</span> &lt;&lt; point.orientation &lt;&lt; <span class="stringliteral">&quot;,&quot;</span></div><div class="line"><a name="l00775"></a><span class="lineno">  775</span>&#160;       &lt;&lt; <span class="stringliteral">&quot;tracking_status=&quot;</span> &lt;&lt; point.tracking_status &lt;&lt; <span class="stringliteral">&quot;,&quot;</span></div><div class="line"><a name="l00776"></a><span class="lineno">  776</span>&#160;       &lt;&lt; <span class="stringliteral">&quot;error=&quot;</span> &lt;&lt; point.error &lt;&lt; <span class="stringliteral">&quot;}&quot;</span>;</div><div class="line"><a name="l00777"></a><span class="lineno">  777</span>&#160;</div><div class="line"><a name="l00778"></a><span class="lineno">  778</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00779"></a><span class="lineno">  779</span>&#160;}</div></div><!-- fragment -->
+<p>References <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00341">KeyPoint::error</a>, <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00339">KeyPoint::orientation</a>, <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00338">KeyPoint::scale</a>, <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00337">KeyPoint::strength</a>, <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00340">KeyPoint::tracking_status</a>, <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00335">KeyPoint::x</a>, and <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00336">KeyPoint::y</a>.</p>
+<div class="fragment"><div class="line"><a name="l00771"></a><span class="lineno">  771</span>&#160;{</div><div class="line"><a name="l00772"></a><span class="lineno">  772</span>&#160;    os &lt;&lt; <span class="stringliteral">&quot;{x=&quot;</span> &lt;&lt; point.x &lt;&lt; <span class="stringliteral">&quot;,&quot;</span></div><div class="line"><a name="l00773"></a><span class="lineno">  773</span>&#160;       &lt;&lt; <span class="stringliteral">&quot;y=&quot;</span> &lt;&lt; point.y &lt;&lt; <span class="stringliteral">&quot;,&quot;</span></div><div class="line"><a name="l00774"></a><span class="lineno">  774</span>&#160;       &lt;&lt; <span class="stringliteral">&quot;strength=&quot;</span> &lt;&lt; point.strength &lt;&lt; <span class="stringliteral">&quot;,&quot;</span></div><div class="line"><a name="l00775"></a><span class="lineno">  775</span>&#160;       &lt;&lt; <span class="stringliteral">&quot;scale=&quot;</span> &lt;&lt; point.scale &lt;&lt; <span class="stringliteral">&quot;,&quot;</span></div><div class="line"><a name="l00776"></a><span class="lineno">  776</span>&#160;       &lt;&lt; <span class="stringliteral">&quot;orientation=&quot;</span> &lt;&lt; point.orientation &lt;&lt; <span class="stringliteral">&quot;,&quot;</span></div><div class="line"><a name="l00777"></a><span class="lineno">  777</span>&#160;       &lt;&lt; <span class="stringliteral">&quot;tracking_status=&quot;</span> &lt;&lt; point.tracking_status &lt;&lt; <span class="stringliteral">&quot;,&quot;</span></div><div class="line"><a name="l00778"></a><span class="lineno">  778</span>&#160;       &lt;&lt; <span class="stringliteral">&quot;error=&quot;</span> &lt;&lt; point.error &lt;&lt; <span class="stringliteral">&quot;}&quot;</span>;</div><div class="line"><a name="l00779"></a><span class="lineno">  779</span>&#160;</div><div class="line"><a name="l00780"></a><span class="lineno">  780</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00781"></a><span class="lineno">  781</span>&#160;}</div></div><!-- fragment -->
 </div>
 </div>
 <a class="anchor" id="abe52a76af2aa88876d54ce8a5969e509"></a>
@@ -13577,10 +13573,10 @@
 
 <p>Formatted output of the PhaseType type. </p>
 
-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00782">782</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00784">784</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
 <p>References <a class="el" href="core_2_error_8h_source.xhtml#l00238">ARM_COMPUTE_ERROR</a>, <a class="el" href="namespacearm__compute.xhtml#af00a42ecad444bbda75cde1b64bd7e72a6898b46a1cde8a1572e2722c44c5ab07">SIGNED</a>, and <a class="el" href="namespacearm__compute.xhtml#af00a42ecad444bbda75cde1b64bd7e72aaf36b47f395cd01f48b8fc1013665054">UNSIGNED</a>.</p>
-<div class="fragment"><div class="line"><a name="l00783"></a><span class="lineno">  783</span>&#160;{</div><div class="line"><a name="l00784"></a><span class="lineno">  784</span>&#160;    <span class="keywordflow">switch</span>(phase_type)</div><div class="line"><a name="l00785"></a><span class="lineno">  785</span>&#160;    {</div><div class="line"><a name="l00786"></a><span class="lineno">  786</span>&#160;        <span class="keywordflow">case</span> PhaseType::SIGNED:</div><div class="line"><a name="l00787"></a><span class="lineno">  787</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;SIGNED&quot;</span>;</div><div class="line"><a name="l00788"></a><span class="lineno">  788</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00789"></a><span class="lineno">  789</span>&#160;        <span class="keywordflow">case</span> PhaseType::UNSIGNED:</div><div class="line"><a name="l00790"></a><span class="lineno">  790</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;UNSIGNED&quot;</span>;</div><div class="line"><a name="l00791"></a><span class="lineno">  791</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00792"></a><span class="lineno">  792</span>&#160;        <span class="keywordflow">default</span>:</div><div class="line"><a name="l00793"></a><span class="lineno">  793</span>&#160;            <a class="code" href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a>(<span class="stringliteral">&quot;NOT_SUPPORTED!&quot;</span>);</div><div class="line"><a name="l00794"></a><span class="lineno">  794</span>&#160;    }</div><div class="line"><a name="l00795"></a><span class="lineno">  795</span>&#160;</div><div class="line"><a name="l00796"></a><span class="lineno">  796</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00797"></a><span class="lineno">  797</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a05b19c75afe9c24200a62b9724734bbd"><div class="ttname"><a href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR(...)</div><div class="ttdoc">Print the given message then throw an std::runtime_error. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00238">Error.h:238</a></div></div>
+<div class="fragment"><div class="line"><a name="l00785"></a><span class="lineno">  785</span>&#160;{</div><div class="line"><a name="l00786"></a><span class="lineno">  786</span>&#160;    <span class="keywordflow">switch</span>(phase_type)</div><div class="line"><a name="l00787"></a><span class="lineno">  787</span>&#160;    {</div><div class="line"><a name="l00788"></a><span class="lineno">  788</span>&#160;        <span class="keywordflow">case</span> PhaseType::SIGNED:</div><div class="line"><a name="l00789"></a><span class="lineno">  789</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;SIGNED&quot;</span>;</div><div class="line"><a name="l00790"></a><span class="lineno">  790</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00791"></a><span class="lineno">  791</span>&#160;        <span class="keywordflow">case</span> PhaseType::UNSIGNED:</div><div class="line"><a name="l00792"></a><span class="lineno">  792</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;UNSIGNED&quot;</span>;</div><div class="line"><a name="l00793"></a><span class="lineno">  793</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00794"></a><span class="lineno">  794</span>&#160;        <span class="keywordflow">default</span>:</div><div class="line"><a name="l00795"></a><span class="lineno">  795</span>&#160;            <a class="code" href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a>(<span class="stringliteral">&quot;NOT_SUPPORTED!&quot;</span>);</div><div class="line"><a name="l00796"></a><span class="lineno">  796</span>&#160;    }</div><div class="line"><a name="l00797"></a><span class="lineno">  797</span>&#160;</div><div class="line"><a name="l00798"></a><span class="lineno">  798</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00799"></a><span class="lineno">  799</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a05b19c75afe9c24200a62b9724734bbd"><div class="ttname"><a href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR(...)</div><div class="ttdoc">Print the given message then throw an std::runtime_error. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00238">Error.h:238</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -13610,10 +13606,10 @@
 
 <p>Formatted output of the MagnitudeType type. </p>
 
-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00807">807</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00809">809</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
 <p>References <a class="el" href="core_2_error_8h_source.xhtml#l00238">ARM_COMPUTE_ERROR</a>, <a class="el" href="namespacearm__compute.xhtml#a7b3ec6413f000b02fdb4e39a951d9f8aac2f1be73bf576190d1f42bdaf5162ae8">L1NORM</a>, and <a class="el" href="namespacearm__compute.xhtml#a7b3ec6413f000b02fdb4e39a951d9f8aad927ac799e8b24f80fc80d89b2eb7131">L2NORM</a>.</p>
-<div class="fragment"><div class="line"><a name="l00808"></a><span class="lineno">  808</span>&#160;{</div><div class="line"><a name="l00809"></a><span class="lineno">  809</span>&#160;    <span class="keywordflow">switch</span>(magnitude_type)</div><div class="line"><a name="l00810"></a><span class="lineno">  810</span>&#160;    {</div><div class="line"><a name="l00811"></a><span class="lineno">  811</span>&#160;        <span class="keywordflow">case</span> MagnitudeType::L1NORM:</div><div class="line"><a name="l00812"></a><span class="lineno">  812</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;L1NORM&quot;</span>;</div><div class="line"><a name="l00813"></a><span class="lineno">  813</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00814"></a><span class="lineno">  814</span>&#160;        <span class="keywordflow">case</span> MagnitudeType::L2NORM:</div><div class="line"><a name="l00815"></a><span class="lineno">  815</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;L2NORM&quot;</span>;</div><div class="line"><a name="l00816"></a><span class="lineno">  816</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00817"></a><span class="lineno">  817</span>&#160;        <span class="keywordflow">default</span>:</div><div class="line"><a name="l00818"></a><span class="lineno">  818</span>&#160;            <a class="code" href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a>(<span class="stringliteral">&quot;NOT_SUPPORTED!&quot;</span>);</div><div class="line"><a name="l00819"></a><span class="lineno">  819</span>&#160;    }</div><div class="line"><a name="l00820"></a><span class="lineno">  820</span>&#160;</div><div class="line"><a name="l00821"></a><span class="lineno">  821</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00822"></a><span class="lineno">  822</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a05b19c75afe9c24200a62b9724734bbd"><div class="ttname"><a href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR(...)</div><div class="ttdoc">Print the given message then throw an std::runtime_error. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00238">Error.h:238</a></div></div>
+<div class="fragment"><div class="line"><a name="l00810"></a><span class="lineno">  810</span>&#160;{</div><div class="line"><a name="l00811"></a><span class="lineno">  811</span>&#160;    <span class="keywordflow">switch</span>(magnitude_type)</div><div class="line"><a name="l00812"></a><span class="lineno">  812</span>&#160;    {</div><div class="line"><a name="l00813"></a><span class="lineno">  813</span>&#160;        <span class="keywordflow">case</span> MagnitudeType::L1NORM:</div><div class="line"><a name="l00814"></a><span class="lineno">  814</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;L1NORM&quot;</span>;</div><div class="line"><a name="l00815"></a><span class="lineno">  815</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00816"></a><span class="lineno">  816</span>&#160;        <span class="keywordflow">case</span> MagnitudeType::L2NORM:</div><div class="line"><a name="l00817"></a><span class="lineno">  817</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;L2NORM&quot;</span>;</div><div class="line"><a name="l00818"></a><span class="lineno">  818</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00819"></a><span class="lineno">  819</span>&#160;        <span class="keywordflow">default</span>:</div><div class="line"><a name="l00820"></a><span class="lineno">  820</span>&#160;            <a class="code" href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a>(<span class="stringliteral">&quot;NOT_SUPPORTED!&quot;</span>);</div><div class="line"><a name="l00821"></a><span class="lineno">  821</span>&#160;    }</div><div class="line"><a name="l00822"></a><span class="lineno">  822</span>&#160;</div><div class="line"><a name="l00823"></a><span class="lineno">  823</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00824"></a><span class="lineno">  824</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a05b19c75afe9c24200a62b9724734bbd"><div class="ttname"><a href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR(...)</div><div class="ttdoc">Print the given message then throw an std::runtime_error. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00238">Error.h:238</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -13643,13 +13639,111 @@
 
 <p>Formatted output of the GradientDimension type. </p>
 
-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00832">832</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00834">834</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
 <p>References <a class="el" href="core_2_error_8h_source.xhtml#l00238">ARM_COMPUTE_ERROR</a>, and <a class="el" href="namespacearm__compute.xhtml#ae46abc5ecac309cbece5c06cb80daaf7a5515a637eda61b978e97adaa5d7629cc">GRAD_XY</a>.</p>
-<div class="fragment"><div class="line"><a name="l00833"></a><span class="lineno">  833</span>&#160;{</div><div class="line"><a name="l00834"></a><span class="lineno">  834</span>&#160;    <span class="keywordflow">switch</span>(dim)</div><div class="line"><a name="l00835"></a><span class="lineno">  835</span>&#160;    {</div><div class="line"><a name="l00836"></a><span class="lineno">  836</span>&#160;        <span class="keywordflow">case</span> GradientDimension::GRAD_X:</div><div class="line"><a name="l00837"></a><span class="lineno">  837</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;GRAD_X&quot;</span>;</div><div class="line"><a name="l00838"></a><span class="lineno">  838</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00839"></a><span class="lineno">  839</span>&#160;        <span class="keywordflow">case</span> GradientDimension::GRAD_Y:</div><div class="line"><a name="l00840"></a><span class="lineno">  840</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;GRAD_Y&quot;</span>;</div><div class="line"><a name="l00841"></a><span class="lineno">  841</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00842"></a><span class="lineno">  842</span>&#160;        <span class="keywordflow">case</span> GradientDimension::GRAD_XY:</div><div class="line"><a name="l00843"></a><span class="lineno">  843</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;GRAD_XY&quot;</span>;</div><div class="line"><a name="l00844"></a><span class="lineno">  844</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00845"></a><span class="lineno">  845</span>&#160;        <span class="keywordflow">default</span>:</div><div class="line"><a name="l00846"></a><span class="lineno">  846</span>&#160;            <a class="code" href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a>(<span class="stringliteral">&quot;NOT_SUPPORTED!&quot;</span>);</div><div class="line"><a name="l00847"></a><span class="lineno">  847</span>&#160;    }</div><div class="line"><a name="l00848"></a><span class="lineno">  848</span>&#160;</div><div class="line"><a name="l00849"></a><span class="lineno">  849</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00850"></a><span class="lineno">  850</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a05b19c75afe9c24200a62b9724734bbd"><div class="ttname"><a href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR(...)</div><div class="ttdoc">Print the given message then throw an std::runtime_error. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00238">Error.h:238</a></div></div>
+<div class="fragment"><div class="line"><a name="l00835"></a><span class="lineno">  835</span>&#160;{</div><div class="line"><a name="l00836"></a><span class="lineno">  836</span>&#160;    <span class="keywordflow">switch</span>(dim)</div><div class="line"><a name="l00837"></a><span class="lineno">  837</span>&#160;    {</div><div class="line"><a name="l00838"></a><span class="lineno">  838</span>&#160;        <span class="keywordflow">case</span> GradientDimension::GRAD_X:</div><div class="line"><a name="l00839"></a><span class="lineno">  839</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;GRAD_X&quot;</span>;</div><div class="line"><a name="l00840"></a><span class="lineno">  840</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00841"></a><span class="lineno">  841</span>&#160;        <span class="keywordflow">case</span> GradientDimension::GRAD_Y:</div><div class="line"><a name="l00842"></a><span class="lineno">  842</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;GRAD_Y&quot;</span>;</div><div class="line"><a name="l00843"></a><span class="lineno">  843</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00844"></a><span class="lineno">  844</span>&#160;        <span class="keywordflow">case</span> GradientDimension::GRAD_XY:</div><div class="line"><a name="l00845"></a><span class="lineno">  845</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;GRAD_XY&quot;</span>;</div><div class="line"><a name="l00846"></a><span class="lineno">  846</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00847"></a><span class="lineno">  847</span>&#160;        <span class="keywordflow">default</span>:</div><div class="line"><a name="l00848"></a><span class="lineno">  848</span>&#160;            <a class="code" href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a>(<span class="stringliteral">&quot;NOT_SUPPORTED!&quot;</span>);</div><div class="line"><a name="l00849"></a><span class="lineno">  849</span>&#160;    }</div><div class="line"><a name="l00850"></a><span class="lineno">  850</span>&#160;</div><div class="line"><a name="l00851"></a><span class="lineno">  851</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00852"></a><span class="lineno">  852</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a05b19c75afe9c24200a62b9724734bbd"><div class="ttname"><a href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR(...)</div><div class="ttdoc">Print the given message then throw an std::runtime_error. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00238">Error.h:238</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
+<a class="anchor" id="a5e7a61df2b926347b42ecadf8bcc8969"></a>
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">inline ::std::ostream&amp; arm_compute::operator&lt;&lt; </td>
+          <td>(</td>
+          <td class="paramtype">::std::ostream &amp;&#160;</td>
+          <td class="paramname"><em>os</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">const <a class="el" href="namespacearm__compute.xhtml#a673665b4587a2956fcbad5f0e9ba89d3">HOGNormType</a> &amp;&#160;</td>
+          <td class="paramname"><em>norm_type</em>&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+
+<p>Formatted output of the HOGNormType type. </p>
+
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00862">862</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+
+<p>References <a class="el" href="core_2_error_8h_source.xhtml#l00238">ARM_COMPUTE_ERROR</a>, <a class="el" href="namespacearm__compute.xhtml#a673665b4587a2956fcbad5f0e9ba89d3a68616ae21712c00705b962f4eff06eaa">L1_NORM</a>, <a class="el" href="namespacearm__compute.xhtml#a673665b4587a2956fcbad5f0e9ba89d3a80485e54c7a3c93a0f74637c6b918ce5">L2_NORM</a>, and <a class="el" href="namespacearm__compute.xhtml#a673665b4587a2956fcbad5f0e9ba89d3ac9e68c0594494ec85805b225a7acb9c2">L2HYS_NORM</a>.</p>
+<div class="fragment"><div class="line"><a name="l00863"></a><span class="lineno">  863</span>&#160;{</div><div class="line"><a name="l00864"></a><span class="lineno">  864</span>&#160;    <span class="keywordflow">switch</span>(norm_type)</div><div class="line"><a name="l00865"></a><span class="lineno">  865</span>&#160;    {</div><div class="line"><a name="l00866"></a><span class="lineno">  866</span>&#160;        <span class="keywordflow">case</span> HOGNormType::L1_NORM:</div><div class="line"><a name="l00867"></a><span class="lineno">  867</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;L1_NORM&quot;</span>;</div><div class="line"><a name="l00868"></a><span class="lineno">  868</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00869"></a><span class="lineno">  869</span>&#160;        <span class="keywordflow">case</span> HOGNormType::L2_NORM:</div><div class="line"><a name="l00870"></a><span class="lineno">  870</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;L2_NORM&quot;</span>;</div><div class="line"><a name="l00871"></a><span class="lineno">  871</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00872"></a><span class="lineno">  872</span>&#160;        <span class="keywordflow">case</span> HOGNormType::L2HYS_NORM:</div><div class="line"><a name="l00873"></a><span class="lineno">  873</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;L2HYS_NORM&quot;</span>;</div><div class="line"><a name="l00874"></a><span class="lineno">  874</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00875"></a><span class="lineno">  875</span>&#160;        <span class="keywordflow">default</span>:</div><div class="line"><a name="l00876"></a><span class="lineno">  876</span>&#160;            <a class="code" href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a>(<span class="stringliteral">&quot;NOT_SUPPORTED!&quot;</span>);</div><div class="line"><a name="l00877"></a><span class="lineno">  877</span>&#160;    }</div><div class="line"><a name="l00878"></a><span class="lineno">  878</span>&#160;</div><div class="line"><a name="l00879"></a><span class="lineno">  879</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00880"></a><span class="lineno">  880</span>&#160;}</div><div class="ttc" id="core_2_error_8h_xhtml_a05b19c75afe9c24200a62b9724734bbd"><div class="ttname"><a href="core_2_error_8h.xhtml#a05b19c75afe9c24200a62b9724734bbd">ARM_COMPUTE_ERROR</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR(...)</div><div class="ttdoc">Print the given message then throw an std::runtime_error. </div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00238">Error.h:238</a></div></div>
+</div><!-- fragment -->
+</div>
+</div>
+<a class="anchor" id="ab91d110e020f6ed987e05e82df3e350b"></a>
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">inline ::std::ostream&amp; arm_compute::operator&lt;&lt; </td>
+          <td>(</td>
+          <td class="paramtype">::std::ostream &amp;&#160;</td>
+          <td class="paramname"><em>os</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">const <a class="el" href="classarm__compute_1_1_size2_d.xhtml">Size2D</a> &amp;&#160;</td>
+          <td class="paramname"><em>size</em>&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+
+<p>Formatted output of the <a class="el" href="classarm__compute_1_1_size2_d.xhtml" title="Class for specifying the size of an image or rectangle. ">Size2D</a> type. </p>
+
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00890">890</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+
+<p>References <a class="el" href="_size2_d_8h_source.xhtml#l00081">Size2D::height</a>, and <a class="el" href="_size2_d_8h_source.xhtml#l00080">Size2D::width</a>.</p>
+<div class="fragment"><div class="line"><a name="l00891"></a><span class="lineno">  891</span>&#160;{</div><div class="line"><a name="l00892"></a><span class="lineno">  892</span>&#160;    os &lt;&lt; <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>.width &lt;&lt; <span class="stringliteral">&quot;x&quot;</span> &lt;&lt; <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>.height;</div><div class="line"><a name="l00893"></a><span class="lineno">  893</span>&#160;</div><div class="line"><a name="l00894"></a><span class="lineno">  894</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00895"></a><span class="lineno">  895</span>&#160;}</div><div class="ttc" id="hwc_8hpp_xhtml_ab2c6b258f02add8fdf4cfc7c371dd772"><div class="ttname"><a href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a></div><div class="ttdeci">uint32_t size</div><div class="ttdef"><b>Definition:</b> <a href="hwc_8hpp_source.xhtml#l00286">hwc.hpp:286</a></div></div>
+</div><!-- fragment -->
+</div>
+</div>
+<a class="anchor" id="a4228b490e13b79a60737929d9d9e5957"></a>
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">inline ::std::ostream&amp; arm_compute::operator&lt;&lt; </td>
+          <td>(</td>
+          <td class="paramtype">::std::ostream &amp;&#160;</td>
+          <td class="paramname"><em>os</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">const <a class="el" href="classarm__compute_1_1_h_o_g_info.xhtml">HOGInfo</a> &amp;&#160;</td>
+          <td class="paramname"><em>hog_info</em>&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+
+<p>Formatted output of the <a class="el" href="classarm__compute_1_1_size2_d.xhtml" title="Class for specifying the size of an image or rectangle. ">Size2D</a> type. </p>
+
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00905">905</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+
+<p>References <a class="el" href="classarm__compute_1_1_h_o_g_info.xhtml#a13a9a6f5cfa21b3ab15b1e4315311aeb">HOGInfo::block_size()</a>, <a class="el" href="classarm__compute_1_1_h_o_g_info.xhtml#aa9a69eade27460f843fcfba5abb7ae52">HOGInfo::block_stride()</a>, <a class="el" href="classarm__compute_1_1_h_o_g_info.xhtml#a4b7434680a85c2ac14df737ac7cca91e">HOGInfo::cell_size()</a>, <a class="el" href="classarm__compute_1_1_h_o_g_info.xhtml#a0279e383beb758e477ce0673c5db8d57">HOGInfo::detection_window_size()</a>, <a class="el" href="classarm__compute_1_1_h_o_g_info.xhtml#a954d05635b1ff48daffdd70d8a1a6443">HOGInfo::l2_hyst_threshold()</a>, <a class="el" href="classarm__compute_1_1_h_o_g_info.xhtml#aed90de2ef57929727bb2159b66d04487">HOGInfo::normalization_type()</a>, <a class="el" href="classarm__compute_1_1_h_o_g_info.xhtml#ae3664b841732a09d7749953ca5b81373">HOGInfo::num_bins()</a>, and <a class="el" href="classarm__compute_1_1_h_o_g_info.xhtml#a96823b4d7dc642aa9f51a0077899d3f9">HOGInfo::phase_type()</a>.</p>
+<div class="fragment"><div class="line"><a name="l00906"></a><span class="lineno">  906</span>&#160;{</div><div class="line"><a name="l00907"></a><span class="lineno">  907</span>&#160;    os &lt;&lt; <span class="stringliteral">&quot;{CellSize=&quot;</span> &lt;&lt; hog_info.cell_size() &lt;&lt; <span class="stringliteral">&quot;,&quot;</span></div><div class="line"><a name="l00908"></a><span class="lineno">  908</span>&#160;       &lt;&lt; <span class="stringliteral">&quot;BlockSize=&quot;</span> &lt;&lt; hog_info.block_size() &lt;&lt; <span class="stringliteral">&quot;,&quot;</span></div><div class="line"><a name="l00909"></a><span class="lineno">  909</span>&#160;       &lt;&lt; <span class="stringliteral">&quot;DetectionWindowSize=&quot;</span> &lt;&lt; hog_info.detection_window_size() &lt;&lt; <span class="stringliteral">&quot;,&quot;</span></div><div class="line"><a name="l00910"></a><span class="lineno">  910</span>&#160;       &lt;&lt; <span class="stringliteral">&quot;BlockStride=&quot;</span> &lt;&lt; hog_info.block_stride() &lt;&lt; <span class="stringliteral">&quot;,&quot;</span></div><div class="line"><a name="l00911"></a><span class="lineno">  911</span>&#160;       &lt;&lt; <span class="stringliteral">&quot;NumBins=&quot;</span> &lt;&lt; hog_info.num_bins() &lt;&lt; <span class="stringliteral">&quot;,&quot;</span></div><div class="line"><a name="l00912"></a><span class="lineno">  912</span>&#160;       &lt;&lt; <span class="stringliteral">&quot;NormType=&quot;</span> &lt;&lt; hog_info.normalization_type() &lt;&lt; <span class="stringliteral">&quot;,&quot;</span></div><div class="line"><a name="l00913"></a><span class="lineno">  913</span>&#160;       &lt;&lt; <span class="stringliteral">&quot;L2HystThreshold=&quot;</span> &lt;&lt; hog_info.l2_hyst_threshold() &lt;&lt; <span class="stringliteral">&quot;,&quot;</span></div><div class="line"><a name="l00914"></a><span class="lineno">  914</span>&#160;       &lt;&lt; <span class="stringliteral">&quot;PhaseType=&quot;</span> &lt;&lt; hog_info.phase_type() &lt;&lt; <span class="stringliteral">&quot;}&quot;</span>;</div><div class="line"><a name="l00915"></a><span class="lineno">  915</span>&#160;</div><div class="line"><a name="l00916"></a><span class="lineno">  916</span>&#160;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00917"></a><span class="lineno">  917</span>&#160;}</div></div><!-- fragment -->
+</div>
+</div>
 <a class="anchor" id="a096590f2456b9e9bcb8db98175720b60"></a>
 <div class="memitem">
 <div class="memproto">
@@ -13716,9 +13810,9 @@
 
 <p>Definition at line <a class="el" href="_type_reader_8h_source.xhtml#l00036">36</a> of file <a class="el" href="_type_reader_8h_source.xhtml">TypeReader.h</a>.</p>
 
-<p>References <a class="el" href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00117">arm_compute::test::validation::c</a>, <a class="el" href="namespacearm__compute.xhtml#a15a05537a472ee742404821851529327a8d6b5cada83510220f59e00ce86d4d92">CONSTANT</a>, <a class="el" href="namespacearm__compute.xhtml#a15a05537a472ee742404821851529327a4ef59320fbe90fe47d40f1f71e4c5daa">REPLICATE</a>, <a class="el" href="namespacearm__compute.xhtml#a15a05537a472ee742404821851529327a0db45d2a4141101bdfe48e3314cfbca3">UNDEFINED</a>, and <a class="el" href="hwc_8hpp_source.xhtml#l00269">value</a>.</p>
-<div class="fragment"><div class="line"><a name="l00037"></a><span class="lineno">   37</span>&#160;{</div><div class="line"><a name="l00038"></a><span class="lineno">   38</span>&#160;    std::string <a class="code" href="hwc_8hpp.xhtml#a0f61d63b009d0880a89c843bd50d8d76">value</a>;</div><div class="line"><a name="l00039"></a><span class="lineno">   39</span>&#160;</div><div class="line"><a name="l00040"></a><span class="lineno">   40</span>&#160;    is &gt;&gt; <a class="code" href="hwc_8hpp.xhtml#a0f61d63b009d0880a89c843bd50d8d76">value</a>;</div><div class="line"><a name="l00041"></a><span class="lineno">   41</span>&#160;</div><div class="line"><a name="l00042"></a><span class="lineno">   42</span>&#160;    std::transform(value.begin(), value.end(), value.begin(), [](<span class="keywordtype">unsigned</span> <span class="keywordtype">char</span> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">c</a>)</div><div class="line"><a name="l00043"></a><span class="lineno">   43</span>&#160;    {</div><div class="line"><a name="l00044"></a><span class="lineno">   44</span>&#160;        <span class="keywordflow">return</span> std::toupper(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">c</a>);</div><div class="line"><a name="l00045"></a><span class="lineno">   45</span>&#160;    });</div><div class="line"><a name="l00046"></a><span class="lineno">   46</span>&#160;</div><div class="line"><a name="l00047"></a><span class="lineno">   47</span>&#160;    <span class="keywordflow">if</span>(value == <span class="stringliteral">&quot;UNDEFINED&quot;</span>)</div><div class="line"><a name="l00048"></a><span class="lineno">   48</span>&#160;    {</div><div class="line"><a name="l00049"></a><span class="lineno">   49</span>&#160;        mode = BorderMode::UNDEFINED;</div><div class="line"><a name="l00050"></a><span class="lineno">   50</span>&#160;    }</div><div class="line"><a name="l00051"></a><span class="lineno">   51</span>&#160;    <span class="keywordflow">else</span> <span class="keywordflow">if</span>(value == <span class="stringliteral">&quot;CONSTANT&quot;</span>)</div><div class="line"><a name="l00052"></a><span class="lineno">   52</span>&#160;    {</div><div class="line"><a name="l00053"></a><span class="lineno">   53</span>&#160;        mode = BorderMode::CONSTANT;</div><div class="line"><a name="l00054"></a><span class="lineno">   54</span>&#160;    }</div><div class="line"><a name="l00055"></a><span class="lineno">   55</span>&#160;    <span class="keywordflow">else</span> <span class="keywordflow">if</span>(value == <span class="stringliteral">&quot;REPLICATE&quot;</span>)</div><div class="line"><a name="l00056"></a><span class="lineno">   56</span>&#160;    {</div><div class="line"><a name="l00057"></a><span class="lineno">   57</span>&#160;        mode = BorderMode::REPLICATE;</div><div class="line"><a name="l00058"></a><span class="lineno">   58</span>&#160;    }</div><div class="line"><a name="l00059"></a><span class="lineno">   59</span>&#160;    <span class="keywordflow">else</span></div><div class="line"><a name="l00060"></a><span class="lineno">   60</span>&#160;    {</div><div class="line"><a name="l00061"></a><span class="lineno">   61</span>&#160;        <span class="keywordflow">throw</span> std::invalid_argument(<span class="stringliteral">&quot;Unsupported value &#39;&quot;</span> + value + <span class="stringliteral">&quot;&#39; for border mode&quot;</span>);</div><div class="line"><a name="l00062"></a><span class="lineno">   62</span>&#160;    }</div><div class="line"><a name="l00063"></a><span class="lineno">   63</span>&#160;</div><div class="line"><a name="l00064"></a><span class="lineno">   64</span>&#160;    <span class="keywordflow">return</span> is;</div><div class="line"><a name="l00065"></a><span class="lineno">   65</span>&#160;}</div><div class="ttc" id="hwc_8hpp_xhtml_a0f61d63b009d0880a89c843bd50d8d76"><div class="ttname"><a href="hwc_8hpp.xhtml#a0f61d63b009d0880a89c843bd50d8d76">value</a></div><div class="ttdeci">void * value</div><div class="ttdef"><b>Definition:</b> <a href="hwc_8hpp_source.xhtml#l00269">hwc.hpp:269</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a497347573faa3778743ddf277f861094"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">arm_compute::test::validation::c</a></div><div class="ttdeci">Tensor c</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00117">GEMM.cpp:117</a></div></div>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00120">arm_compute::test::validation::c</a>, <a class="el" href="namespacearm__compute.xhtml#a15a05537a472ee742404821851529327a8d6b5cada83510220f59e00ce86d4d92">CONSTANT</a>, <a class="el" href="namespacearm__compute.xhtml#a15a05537a472ee742404821851529327a4ef59320fbe90fe47d40f1f71e4c5daa">REPLICATE</a>, <a class="el" href="namespacearm__compute.xhtml#a15a05537a472ee742404821851529327a0db45d2a4141101bdfe48e3314cfbca3">UNDEFINED</a>, and <a class="el" href="hwc_8hpp_source.xhtml#l00278">value</a>.</p>
+<div class="fragment"><div class="line"><a name="l00037"></a><span class="lineno">   37</span>&#160;{</div><div class="line"><a name="l00038"></a><span class="lineno">   38</span>&#160;    std::string <a class="code" href="hwc_8hpp.xhtml#a0f61d63b009d0880a89c843bd50d8d76">value</a>;</div><div class="line"><a name="l00039"></a><span class="lineno">   39</span>&#160;</div><div class="line"><a name="l00040"></a><span class="lineno">   40</span>&#160;    is &gt;&gt; <a class="code" href="hwc_8hpp.xhtml#a0f61d63b009d0880a89c843bd50d8d76">value</a>;</div><div class="line"><a name="l00041"></a><span class="lineno">   41</span>&#160;</div><div class="line"><a name="l00042"></a><span class="lineno">   42</span>&#160;    std::transform(value.begin(), value.end(), value.begin(), [](<span class="keywordtype">unsigned</span> <span class="keywordtype">char</span> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">c</a>)</div><div class="line"><a name="l00043"></a><span class="lineno">   43</span>&#160;    {</div><div class="line"><a name="l00044"></a><span class="lineno">   44</span>&#160;        <span class="keywordflow">return</span> std::toupper(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">c</a>);</div><div class="line"><a name="l00045"></a><span class="lineno">   45</span>&#160;    });</div><div class="line"><a name="l00046"></a><span class="lineno">   46</span>&#160;</div><div class="line"><a name="l00047"></a><span class="lineno">   47</span>&#160;    <span class="keywordflow">if</span>(value == <span class="stringliteral">&quot;UNDEFINED&quot;</span>)</div><div class="line"><a name="l00048"></a><span class="lineno">   48</span>&#160;    {</div><div class="line"><a name="l00049"></a><span class="lineno">   49</span>&#160;        mode = BorderMode::UNDEFINED;</div><div class="line"><a name="l00050"></a><span class="lineno">   50</span>&#160;    }</div><div class="line"><a name="l00051"></a><span class="lineno">   51</span>&#160;    <span class="keywordflow">else</span> <span class="keywordflow">if</span>(value == <span class="stringliteral">&quot;CONSTANT&quot;</span>)</div><div class="line"><a name="l00052"></a><span class="lineno">   52</span>&#160;    {</div><div class="line"><a name="l00053"></a><span class="lineno">   53</span>&#160;        mode = BorderMode::CONSTANT;</div><div class="line"><a name="l00054"></a><span class="lineno">   54</span>&#160;    }</div><div class="line"><a name="l00055"></a><span class="lineno">   55</span>&#160;    <span class="keywordflow">else</span> <span class="keywordflow">if</span>(value == <span class="stringliteral">&quot;REPLICATE&quot;</span>)</div><div class="line"><a name="l00056"></a><span class="lineno">   56</span>&#160;    {</div><div class="line"><a name="l00057"></a><span class="lineno">   57</span>&#160;        mode = BorderMode::REPLICATE;</div><div class="line"><a name="l00058"></a><span class="lineno">   58</span>&#160;    }</div><div class="line"><a name="l00059"></a><span class="lineno">   59</span>&#160;    <span class="keywordflow">else</span></div><div class="line"><a name="l00060"></a><span class="lineno">   60</span>&#160;    {</div><div class="line"><a name="l00061"></a><span class="lineno">   61</span>&#160;        <span class="keywordflow">throw</span> std::invalid_argument(<span class="stringliteral">&quot;Unsupported value &#39;&quot;</span> + value + <span class="stringliteral">&quot;&#39; for border mode&quot;</span>);</div><div class="line"><a name="l00062"></a><span class="lineno">   62</span>&#160;    }</div><div class="line"><a name="l00063"></a><span class="lineno">   63</span>&#160;</div><div class="line"><a name="l00064"></a><span class="lineno">   64</span>&#160;    <span class="keywordflow">return</span> is;</div><div class="line"><a name="l00065"></a><span class="lineno">   65</span>&#160;}</div><div class="ttc" id="hwc_8hpp_xhtml_a0f61d63b009d0880a89c843bd50d8d76"><div class="ttname"><a href="hwc_8hpp.xhtml#a0f61d63b009d0880a89c843bd50d8d76">value</a></div><div class="ttdeci">void * value</div><div class="ttdef"><b>Definition:</b> <a href="hwc_8hpp_source.xhtml#l00278">hwc.hpp:278</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a497347573faa3778743ddf277f861094"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">arm_compute::test::validation::c</a></div><div class="ttdeci">CLTensor c</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00120">GEMM.cpp:120</a></div></div>
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@@ -13764,12 +13858,12 @@
   </dd>
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-<p>Definition at line <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00534">534</a> of file <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml">Helpers.h</a>.</p>
+<p>Definition at line <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00509">509</a> of file <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml">Helpers.h</a>.</p>
 
-<p>References <a class="el" href="_helpers_8inl_source.xhtml#l00200">auto_init_if_empty()</a>, <a class="el" href="_dimensions_8h_source.xhtml#l00169">Dimensions&lt; T &gt;::begin()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00290">calculate_valid_region_scale()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00339">coords2index()</a>, <a class="el" href="_c_l_2_min_max_location_8cpp_source.xhtml#l00090">arm_compute::test::validation::data_type</a>, <a class="el" href="_dimensions_8h_source.xhtml#l00184">Dimensions&lt; T &gt;::end()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00320">index2coords()</a>, <a class="el" href="_dimensions_8h_source.xhtml#l00122">Dimensions&lt; T &gt;::num_dimensions()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00257">set_data_type_if_unknown()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00268">set_fixed_point_position_if_zero()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00246">set_format_if_unknown()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00279">set_quantization_info_if_empty()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00235">set_shape_if_empty()</a>, and <a class="el" href="_c_l_2_min_max_location_8cpp_source.xhtml#l00089">arm_compute::test::validation::shape</a>.</p>
+<p>References <a class="el" href="_helpers_8inl_source.xhtml#l00195">auto_init_if_empty()</a>, <a class="el" href="_dimensions_8h_source.xhtml#l00169">Dimensions&lt; T &gt;::begin()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00285">calculate_valid_region_scale()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00337">coords2index()</a>, <a class="el" href="_c_l_2_convolution_8cpp_source.xhtml#l00119">arm_compute::test::validation::data_type</a>, <a class="el" href="_dimensions_8h_source.xhtml#l00184">Dimensions&lt; T &gt;::end()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00318">index2coords()</a>, <a class="el" href="_dimensions_8h_source.xhtml#l00122">Dimensions&lt; T &gt;::num_dimensions()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00252">set_data_type_if_unknown()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00263">set_fixed_point_position_if_zero()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00241">set_format_if_unknown()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00274">set_quantization_info_if_empty()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00230">set_shape_if_empty()</a>, and <a class="el" href="_c_l_2_convolution_8cpp_source.xhtml#l00119">arm_compute::test::validation::shape</a>.</p>
 
-<p>Referenced by <a class="el" href="_c_p_p_2_permute_8cpp_source.xhtml#l00053">arm_compute::test::validation::DATA_TEST_CASE()</a>, and <a class="el" href="_permute_fixture_8h_source.xhtml#l00049">PermuteValidationFixture&lt; TensorType, AccessorType, FunctionType, T &gt;::setup()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00535"></a><span class="lineno">  535</span>&#160;{</div><div class="line"><a name="l00536"></a><span class="lineno">  536</span>&#160;    <span class="keyword">auto</span> copy_dimensions = utility::make_array&lt;Dimensions&lt;T&gt;::num_max_dimensions&gt;(dimensions.begin(), dimensions.end());</div><div class="line"><a name="l00537"></a><span class="lineno">  537</span>&#160;    <span class="keywordflow">for</span>(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> i = 0; i &lt; perm.num_dimensions(); ++i)</div><div class="line"><a name="l00538"></a><span class="lineno">  538</span>&#160;    {</div><div class="line"><a name="l00539"></a><span class="lineno">  539</span>&#160;        dimensions[i] = copy_dimensions[perm[i]];</div><div class="line"><a name="l00540"></a><span class="lineno">  540</span>&#160;    }</div><div class="line"><a name="l00541"></a><span class="lineno">  541</span>&#160;}</div></div><!-- fragment -->
+<p>Referenced by <a class="el" href="_shape_calculator_8h_source.xhtml#l00036">arm_compute::misc::shape_calculator::compute_permutation_output_shape()</a>, <a class="el" href="_c_l_2_permute_8cpp_source.xhtml#l00053">arm_compute::test::validation::DATA_TEST_CASE()</a>, and <a class="el" href="_permute_fixture_8h_source.xhtml#l00049">PermuteValidationFixture&lt; TensorType, AccessorType, FunctionType, T &gt;::setup()</a>.</p>
+<div class="fragment"><div class="line"><a name="l00510"></a><span class="lineno">  510</span>&#160;{</div><div class="line"><a name="l00511"></a><span class="lineno">  511</span>&#160;    <span class="keyword">auto</span> copy_dimensions = utility::make_array&lt;Dimensions&lt;T&gt;::num_max_dimensions&gt;(dimensions.begin(), dimensions.end());</div><div class="line"><a name="l00512"></a><span class="lineno">  512</span>&#160;    <span class="keywordflow">for</span>(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> i = 0; i &lt; perm.num_dimensions(); ++i)</div><div class="line"><a name="l00513"></a><span class="lineno">  513</span>&#160;    {</div><div class="line"><a name="l00514"></a><span class="lineno">  514</span>&#160;        dimensions[i] = copy_dimensions[perm[i]];</div><div class="line"><a name="l00515"></a><span class="lineno">  515</span>&#160;    }</div><div class="line"><a name="l00516"></a><span class="lineno">  516</span>&#160;}</div></div><!-- fragment -->
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@@ -13862,7 +13956,7 @@
 
 <p>Definition at line <a class="el" href="_helpers_8inl_source.xhtml#l00032">32</a> of file <a class="el" href="_helpers_8inl_source.xhtml">Helpers.inl</a>.</p>
 
-<p>References <a class="el" href="accumulate_8cl_source.xhtml#l00041">accumulate()</a>, <a class="el" href="core_2_error_8h_source.xhtml#l00306">ARM_COMPUTE_ERROR_ON</a>, <a class="el" href="tests_2validation_2_fixed_point_8h_source.xhtml#l00889">arm_compute::test::fixed_point_arithmetic::detail::max()</a>, <a class="el" href="tests_2validation_2_fixed_point_8h_source.xhtml#l00884">arm_compute::test::fixed_point_arithmetic::detail::min()</a>, <a class="el" href="_window_8inl_source.xhtml#l00040">Window::set()</a>, and <a class="el" href="reduction__operation_8cl_source.xhtml#l00052">sum()</a>.</p>
+<p>References <a class="el" href="accumulate_8cl_source.xhtml#l00041">accumulate()</a>, <a class="el" href="core_2_error_8h_source.xhtml#l00306">ARM_COMPUTE_ERROR_ON</a>, <a class="el" href="utility_8h_source.xhtml#l00087">arm_compute::utility::for_each()</a>, <a class="el" href="tests_2validation_2_fixed_point_8h_source.xhtml#l00889">arm_compute::test::fixed_point_arithmetic::detail::max()</a>, <a class="el" href="tests_2validation_2_fixed_point_8h_source.xhtml#l00884">arm_compute::test::fixed_point_arithmetic::detail::min()</a>, <a class="el" href="_window_8inl_source.xhtml#l00040">Window::set()</a>, and <a class="el" href="reduction__operation_8cl_source.xhtml#l00052">sum()</a>.</p>
 
 <p>Referenced by <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00210">pixel_bilinear_c1_clamp()</a>.</p>
 <div class="fragment"><div class="line"><a name="l00033"></a><span class="lineno">   33</span>&#160;{</div><div class="line"><a name="l00034"></a><span class="lineno">   34</span>&#160;    <a class="code" href="core_2_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a>(first_pixel_ptr == <span class="keyword">nullptr</span>);</div><div class="line"><a name="l00035"></a><span class="lineno">   35</span>&#160;</div><div class="line"><a name="l00036"></a><span class="lineno">   36</span>&#160;    <span class="comment">// Calculate sampling position</span></div><div class="line"><a name="l00037"></a><span class="lineno">   37</span>&#160;    <span class="keywordtype">float</span> in_x = (x + 0.5f) * wr - 0.5f;</div><div class="line"><a name="l00038"></a><span class="lineno">   38</span>&#160;    <span class="keywordtype">float</span> in_y = (y + 0.5f) * hr - 0.5f;</div><div class="line"><a name="l00039"></a><span class="lineno">   39</span>&#160;</div><div class="line"><a name="l00040"></a><span class="lineno">   40</span>&#160;    <span class="comment">// Get bounding box offsets</span></div><div class="line"><a name="l00041"></a><span class="lineno">   41</span>&#160;    <span class="keywordtype">int</span> x_from = std::floor(x * wr - 0.5f - in_x);</div><div class="line"><a name="l00042"></a><span class="lineno">   42</span>&#160;    <span class="keywordtype">int</span> y_from = std::floor(y * hr - 0.5f - in_y);</div><div class="line"><a name="l00043"></a><span class="lineno">   43</span>&#160;    <span class="keywordtype">int</span> x_to   = std::ceil((x + 1) * wr - 0.5f - in_x);</div><div class="line"><a name="l00044"></a><span class="lineno">   44</span>&#160;    <span class="keywordtype">int</span> y_to   = std::ceil((y + 1) * hr - 0.5f - in_y);</div><div class="line"><a name="l00045"></a><span class="lineno">   45</span>&#160;</div><div class="line"><a name="l00046"></a><span class="lineno">   46</span>&#160;    <span class="comment">// Clamp position to borders</span></div><div class="line"><a name="l00047"></a><span class="lineno">   47</span>&#160;    in_x = <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ad91bb73431b4de1f4946ed949d444849">std::max</a>(-1.f, <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#aabcf39e3917f842dbc5fbb0d802f24d5">std::min</a>(in_x, static_cast&lt;float&gt;(width)));</div><div class="line"><a name="l00048"></a><span class="lineno">   48</span>&#160;    in_y = <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ad91bb73431b4de1f4946ed949d444849">std::max</a>(-1.f, <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#aabcf39e3917f842dbc5fbb0d802f24d5">std::min</a>(in_y, static_cast&lt;float&gt;(height)));</div><div class="line"><a name="l00049"></a><span class="lineno">   49</span>&#160;</div><div class="line"><a name="l00050"></a><span class="lineno">   50</span>&#160;    <span class="comment">// Clamp bounding box offsets to borders</span></div><div class="line"><a name="l00051"></a><span class="lineno">   51</span>&#160;    x_from = ((in_x + x_from) &lt; -1) ? -1 : x_from;</div><div class="line"><a name="l00052"></a><span class="lineno">   52</span>&#160;    y_from = ((in_y + y_from) &lt; -1) ? -1 : y_from;</div><div class="line"><a name="l00053"></a><span class="lineno">   53</span>&#160;    x_to   = ((in_x + x_to) &gt; width) ? (width - in_x) : x_to;</div><div class="line"><a name="l00054"></a><span class="lineno">   54</span>&#160;    y_to   = ((in_y + y_to) &gt; height) ? (height - in_y) : y_to;</div><div class="line"><a name="l00055"></a><span class="lineno">   55</span>&#160;</div><div class="line"><a name="l00056"></a><span class="lineno">   56</span>&#160;    <span class="comment">// Get pixel index</span></div><div class="line"><a name="l00057"></a><span class="lineno">   57</span>&#160;    <span class="keyword">const</span> <span class="keywordtype">int</span> xi = std::floor(in_x);</div><div class="line"><a name="l00058"></a><span class="lineno">   58</span>&#160;    <span class="keyword">const</span> <span class="keywordtype">int</span> yi = std::floor(in_y);</div><div class="line"><a name="l00059"></a><span class="lineno">   59</span>&#160;</div><div class="line"><a name="l00060"></a><span class="lineno">   60</span>&#160;    <span class="comment">// Bounding box elements in each dimension</span></div><div class="line"><a name="l00061"></a><span class="lineno">   61</span>&#160;    <span class="keyword">const</span> <span class="keywordtype">int</span> x_elements = (x_to - x_from + 1);</div><div class="line"><a name="l00062"></a><span class="lineno">   62</span>&#160;    <span class="keyword">const</span> <span class="keywordtype">int</span> y_elements = (y_to - y_from + 1);</div><div class="line"><a name="l00063"></a><span class="lineno">   63</span>&#160;    <a class="code" href="core_2_error_8h.xhtml#a54a6080c9f4df1f908e57a9bbb46f5da">ARM_COMPUTE_ERROR_ON</a>(x_elements == 0 || y_elements == 0);</div><div class="line"><a name="l00064"></a><span class="lineno">   64</span>&#160;</div><div class="line"><a name="l00065"></a><span class="lineno">   65</span>&#160;    <span class="comment">// Sum pixels in area</span></div><div class="line"><a name="l00066"></a><span class="lineno">   66</span>&#160;    <span class="keywordtype">int</span> <a class="code" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">sum</a> = 0;</div><div class="line"><a name="l00067"></a><span class="lineno">   67</span>&#160;    <span class="keywordflow">for</span>(<span class="keywordtype">int</span> j = yi + y_from, je = yi + y_to; j &lt;= je; ++j)</div><div class="line"><a name="l00068"></a><span class="lineno">   68</span>&#160;    {</div><div class="line"><a name="l00069"></a><span class="lineno">   69</span>&#160;        <span class="keyword">const</span> uint8_t *ptr = first_pixel_ptr + j * stride + xi + x_from;</div><div class="line"><a name="l00070"></a><span class="lineno">   70</span>&#160;        sum                = <a class="code" href="accumulate_8cl.xhtml#a00e540076dd545ad59ac7482f8cdf514">std::accumulate</a>(ptr, ptr + x_elements, sum);</div><div class="line"><a name="l00071"></a><span class="lineno">   71</span>&#160;    }</div><div class="line"><a name="l00072"></a><span class="lineno">   72</span>&#160;</div><div class="line"><a name="l00073"></a><span class="lineno">   73</span>&#160;    <span class="comment">// Return average</span></div><div class="line"><a name="l00074"></a><span class="lineno">   74</span>&#160;    <span class="keywordflow">return</span> sum / (x_elements * y_elements);</div><div class="line"><a name="l00075"></a><span class="lineno">   75</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail_xhtml_aabcf39e3917f842dbc5fbb0d802f24d5"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#aabcf39e3917f842dbc5fbb0d802f24d5">arm_compute::test::fixed_point_arithmetic::detail::min</a></div><div class="ttdeci">fixed_point&lt; T &gt; min(fixed_point&lt; T &gt; x, fixed_point&lt; T &gt; y)</div><div class="ttdef"><b>Definition:</b> <a href="tests_2validation_2_fixed_point_8h_source.xhtml#l00884">FixedPoint.h:884</a></div></div>
@@ -14170,7 +14264,7 @@
   </dd>
 </dl>
 
-<p>Referenced by <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml#l00863">max_consecutive_elements_display_width_impl()</a>.</p>
+<p>Referenced by <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml#l00861">max_consecutive_elements_display_width_impl()</a>.</p>
 
 </div>
 </div>
@@ -14228,11 +14322,11 @@
   </dd>
 </dl>
 
-<p>Definition at line <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml#l00830">830</a> of file <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml">Utils.h</a>.</p>
+<p>Definition at line <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml#l00828">828</a> of file <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml">Utils.h</a>.</p>
 
-<p>References <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor::type</a>, and <a class="el" href="hwc_8hpp_source.xhtml#l00269">value</a>.</p>
-<div class="fragment"><div class="line"><a name="l00831"></a><span class="lineno">  831</span>&#160;{</div><div class="line"><a name="l00832"></a><span class="lineno">  832</span>&#160;    <span class="keyword">using</span> print_type = <span class="keyword">typename</span> <a class="code" href="hwc_8hpp.xhtml#a0f61d63b009d0880a89c843bd50d8d76">std::conditional&lt;std::is_floating_point&lt;T&gt;::value</a>, T, <span class="keywordtype">int</span>&gt;<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">::type</a>;</div><div class="line"><a name="l00833"></a><span class="lineno">  833</span>&#160;</div><div class="line"><a name="l00834"></a><span class="lineno">  834</span>&#160;    <span class="keywordflow">for</span>(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> i = 0; i &lt; n; ++i)</div><div class="line"><a name="l00835"></a><span class="lineno">  835</span>&#160;    {</div><div class="line"><a name="l00836"></a><span class="lineno">  836</span>&#160;        <span class="comment">// Set stream width as it is not a &quot;sticky&quot; stream manipulator</span></div><div class="line"><a name="l00837"></a><span class="lineno">  837</span>&#160;        <span class="keywordflow">if</span>(stream_width != 0)</div><div class="line"><a name="l00838"></a><span class="lineno">  838</span>&#160;        {</div><div class="line"><a name="l00839"></a><span class="lineno">  839</span>&#160;            s.width(stream_width);</div><div class="line"><a name="l00840"></a><span class="lineno">  840</span>&#160;        }</div><div class="line"><a name="l00841"></a><span class="lineno">  841</span>&#160;</div><div class="line"><a name="l00842"></a><span class="lineno">  842</span>&#160;        <span class="keywordflow">if</span>(std::is_same&lt;<span class="keyword">typename</span> <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">std::decay&lt;T&gt;::type</a>, <a class="code" href="namespacearm__compute.xhtml#a73e2825fd61d349c5ca2f5313e3c8ea1">half</a>&gt;::<a class="code" href="hwc_8hpp.xhtml#a0f61d63b009d0880a89c843bd50d8d76">value</a>)</div><div class="line"><a name="l00843"></a><span class="lineno">  843</span>&#160;        {</div><div class="line"><a name="l00844"></a><span class="lineno">  844</span>&#160;            <span class="comment">// We use T instead of print_type here is because the std::is_floating_point&lt;half&gt; returns false and then the print_type becomes int.</span></div><div class="line"><a name="l00845"></a><span class="lineno">  845</span>&#160;            s &lt;&lt; std::right &lt;&lt; static_cast&lt;T&gt;(ptr[i]) &lt;&lt; element_delim;</div><div class="line"><a name="l00846"></a><span class="lineno">  846</span>&#160;        }</div><div class="line"><a name="l00847"></a><span class="lineno">  847</span>&#160;        <span class="keywordflow">else</span></div><div class="line"><a name="l00848"></a><span class="lineno">  848</span>&#160;        {</div><div class="line"><a name="l00849"></a><span class="lineno">  849</span>&#160;            s &lt;&lt; std::right &lt;&lt; static_cast&lt;print_type&gt;(ptr[i]) &lt;&lt; element_delim;</div><div class="line"><a name="l00850"></a><span class="lineno">  850</span>&#160;        }</div><div class="line"><a name="l00851"></a><span class="lineno">  851</span>&#160;    }</div><div class="line"><a name="l00852"></a><span class="lineno">  852</span>&#160;}</div><div class="ttc" id="namespacearm__compute_xhtml_a73e2825fd61d349c5ca2f5313e3c8ea1"><div class="ttname"><a href="namespacearm__compute.xhtml#a73e2825fd61d349c5ca2f5313e3c8ea1">arm_compute::half</a></div><div class="ttdeci">half_float::half half</div><div class="ttdoc">16-bit floating point type </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_types_8h_source.xhtml#l00043">Types.h:43</a></div></div>
-<div class="ttc" id="hwc_8hpp_xhtml_a0f61d63b009d0880a89c843bd50d8d76"><div class="ttname"><a href="hwc_8hpp.xhtml#a0f61d63b009d0880a89c843bd50d8d76">value</a></div><div class="ttdeci">void * value</div><div class="ttdef"><b>Definition:</b> <a href="hwc_8hpp_source.xhtml#l00269">hwc.hpp:269</a></div></div>
+<p>References <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor::type</a>, and <a class="el" href="hwc_8hpp_source.xhtml#l00278">value</a>.</p>
+<div class="fragment"><div class="line"><a name="l00829"></a><span class="lineno">  829</span>&#160;{</div><div class="line"><a name="l00830"></a><span class="lineno">  830</span>&#160;    <span class="keyword">using</span> print_type = <span class="keyword">typename</span> <a class="code" href="hwc_8hpp.xhtml#a0f61d63b009d0880a89c843bd50d8d76">std::conditional&lt;std::is_floating_point&lt;T&gt;::value</a>, T, <span class="keywordtype">int</span>&gt;<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">::type</a>;</div><div class="line"><a name="l00831"></a><span class="lineno">  831</span>&#160;</div><div class="line"><a name="l00832"></a><span class="lineno">  832</span>&#160;    <span class="keywordflow">for</span>(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> i = 0; i &lt; n; ++i)</div><div class="line"><a name="l00833"></a><span class="lineno">  833</span>&#160;    {</div><div class="line"><a name="l00834"></a><span class="lineno">  834</span>&#160;        <span class="comment">// Set stream width as it is not a &quot;sticky&quot; stream manipulator</span></div><div class="line"><a name="l00835"></a><span class="lineno">  835</span>&#160;        <span class="keywordflow">if</span>(stream_width != 0)</div><div class="line"><a name="l00836"></a><span class="lineno">  836</span>&#160;        {</div><div class="line"><a name="l00837"></a><span class="lineno">  837</span>&#160;            s.width(stream_width);</div><div class="line"><a name="l00838"></a><span class="lineno">  838</span>&#160;        }</div><div class="line"><a name="l00839"></a><span class="lineno">  839</span>&#160;</div><div class="line"><a name="l00840"></a><span class="lineno">  840</span>&#160;        <span class="keywordflow">if</span>(std::is_same&lt;<span class="keyword">typename</span> <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">std::decay&lt;T&gt;::type</a>, <a class="code" href="namespacearm__compute.xhtml#a73e2825fd61d349c5ca2f5313e3c8ea1">half</a>&gt;::<a class="code" href="hwc_8hpp.xhtml#a0f61d63b009d0880a89c843bd50d8d76">value</a>)</div><div class="line"><a name="l00841"></a><span class="lineno">  841</span>&#160;        {</div><div class="line"><a name="l00842"></a><span class="lineno">  842</span>&#160;            <span class="comment">// We use T instead of print_type here is because the std::is_floating_point&lt;half&gt; returns false and then the print_type becomes int.</span></div><div class="line"><a name="l00843"></a><span class="lineno">  843</span>&#160;            s &lt;&lt; std::right &lt;&lt; static_cast&lt;T&gt;(ptr[i]) &lt;&lt; element_delim;</div><div class="line"><a name="l00844"></a><span class="lineno">  844</span>&#160;        }</div><div class="line"><a name="l00845"></a><span class="lineno">  845</span>&#160;        <span class="keywordflow">else</span></div><div class="line"><a name="l00846"></a><span class="lineno">  846</span>&#160;        {</div><div class="line"><a name="l00847"></a><span class="lineno">  847</span>&#160;            s &lt;&lt; std::right &lt;&lt; static_cast&lt;print_type&gt;(ptr[i]) &lt;&lt; element_delim;</div><div class="line"><a name="l00848"></a><span class="lineno">  848</span>&#160;        }</div><div class="line"><a name="l00849"></a><span class="lineno">  849</span>&#160;    }</div><div class="line"><a name="l00850"></a><span class="lineno">  850</span>&#160;}</div><div class="ttc" id="namespacearm__compute_xhtml_a73e2825fd61d349c5ca2f5313e3c8ea1"><div class="ttname"><a href="namespacearm__compute.xhtml#a73e2825fd61d349c5ca2f5313e3c8ea1">arm_compute::half</a></div><div class="ttdeci">half_float::half half</div><div class="ttdoc">16-bit floating point type </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_types_8h_source.xhtml#l00043">Types.h:43</a></div></div>
+<div class="ttc" id="hwc_8hpp_xhtml_a0f61d63b009d0880a89c843bd50d8d76"><div class="ttname"><a href="hwc_8hpp.xhtml#a0f61d63b009d0880a89c843bd50d8d76">value</a></div><div class="ttdeci">void * value</div><div class="ttdef"><b>Definition:</b> <a href="hwc_8hpp_source.xhtml#l00278">hwc.hpp:278</a></div></div>
 <div class="ttc" id="namespacecaffe__data__extractor_xhtml_a7aead736a07eaf25623ad7bfa1f0ee2d"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">caffe_data_extractor.type</a></div><div class="ttdeci">type</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
 </div><!-- fragment -->
 </div>
@@ -14310,7 +14404,7 @@
 </dl>
 <dl class="section return"><dt>Returns</dt><dd>Rounded value of the argument x. </dd></dl>
 
-<p>Referenced by <a class="el" href="activation__layer__qa8_8cl_source.xhtml#l00070">activation_layer_qa8()</a>, <a class="el" href="tests_2validation_2_u_n_i_t_2_utils_8cpp_source.xhtml#l00063">DATA_TEST_CASE()</a>, <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml#l00559">data_type_for_convolution_matrix()</a>, <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml#l00154">finalize()</a>, <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml#l00204">lktracker_stage0()</a>, <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml#l00355">lktracker_stage1()</a>, <a class="el" href="pooling__layer__quantized_8cl_source.xhtml#l00078">pooling_layer_N_quantized()</a>, <a class="el" href="roi__pooling__layer_8cl_source.xhtml#l00123">roi_pooling_layer()</a>, and <a class="el" href="_q_asymm8_8inl_source.xhtml#l00029">sqcvt_qasymm8_f32()</a>.</p>
+<p>Referenced by <a class="el" href="activation__layer__qa8_8cl_source.xhtml#l00070">activation_layer_qa8()</a>, <a class="el" href="tests_2validation_2_u_n_i_t_2_utils_8cpp_source.xhtml#l00063">DATA_TEST_CASE()</a>, <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml#l00157">finalize()</a>, <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml#l00207">lktracker_stage0()</a>, <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml#l00358">lktracker_stage1()</a>, <a class="el" href="pooling__layer__quantized_8cl_source.xhtml#l00078">pooling_layer_N_quantized()</a>, <a class="el" href="roi__pooling__layer_8cl_source.xhtml#l00123">roi_pooling_layer()</a>, and <a class="el" href="_q_asymm8_8inl_source.xhtml#l00029">sqcvt_qasymm8_f32()</a>.</p>
 
 </div>
 </div>
@@ -14358,6 +14452,8 @@
 <dl class="section return"><dt>Returns</dt><dd>the nearest division by a power-of-two using exponent </dd></dl>
 
 <p>Definition at line <a class="el" href="_n_e_asymm_8inl_source.xhtml#l00026">26</a> of file <a class="el" href="_n_e_asymm_8inl_source.xhtml">NEAsymm.inl</a>.</p>
+
+<p>Referenced by <a class="el" href="_n_e_asymm_8h_source.xhtml#l00074">finalize_quantization()</a>.</p>
 <div class="fragment"><div class="line"><a name="l00027"></a><span class="lineno">   27</span>&#160;{</div><div class="line"><a name="l00028"></a><span class="lineno">   28</span>&#160;    <span class="keyword">const</span> int32x4_t shift_vec  = vdupq_n_s32(-exponent);</div><div class="line"><a name="l00029"></a><span class="lineno">   29</span>&#160;    <span class="keyword">const</span> int32x4_t fixup      = vshrq_n_s32(vandq_s32(x, shift_vec), 31);</div><div class="line"><a name="l00030"></a><span class="lineno">   30</span>&#160;    <span class="keyword">const</span> int32x4_t fixed_up_x = vqaddq_s32(x, fixup);</div><div class="line"><a name="l00031"></a><span class="lineno">   31</span>&#160;    <span class="keywordflow">return</span> vrshlq_s32(fixed_up_x, shift_vec);</div><div class="line"><a name="l00032"></a><span class="lineno">   32</span>&#160;}</div></div><!-- fragment -->
 </div>
 </div>
@@ -14394,11 +14490,11 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00083">83</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</a>.</p>
 
-<p>References <a class="el" href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">arm_compute::test::validation::a</a>, <a class="el" href="tests_2validation_2_fixed_point_8h_source.xhtml#l00889">arm_compute::test::fixed_point_arithmetic::detail::max()</a>, and <a class="el" href="tests_2validation_2_fixed_point_8h_source.xhtml#l00884">arm_compute::test::fixed_point_arithmetic::detail::min()</a>.</p>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">arm_compute::test::validation::a</a>, <a class="el" href="tests_2validation_2_fixed_point_8h_source.xhtml#l00889">arm_compute::test::fixed_point_arithmetic::detail::max()</a>, and <a class="el" href="tests_2validation_2_fixed_point_8h_source.xhtml#l00884">arm_compute::test::fixed_point_arithmetic::detail::min()</a>.</p>
 
 <p>Referenced by <a class="el" href="_fixed_point_8inl_source.xhtml#l00300">sqexp_qs16()</a>.</p>
 <div class="fragment"><div class="line"><a name="l00084"></a><span class="lineno">   84</span>&#160;{</div><div class="line"><a name="l00085"></a><span class="lineno">   85</span>&#160;    <span class="keywordflow">return</span> (<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a> &lt; 0) ? (<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a> == <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#aabcf39e3917f842dbc5fbb0d802f24d5">std::numeric_limits&lt;int16_t&gt;::min</a>()) ? <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ad91bb73431b4de1f4946ed949d444849">std::numeric_limits&lt;int16_t&gt;::max</a>() : -<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a> : <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>;</div><div class="line"><a name="l00086"></a><span class="lineno">   86</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail_xhtml_aabcf39e3917f842dbc5fbb0d802f24d5"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#aabcf39e3917f842dbc5fbb0d802f24d5">arm_compute::test::fixed_point_arithmetic::detail::min</a></div><div class="ttdeci">fixed_point&lt; T &gt; min(fixed_point&lt; T &gt; x, fixed_point&lt; T &gt; y)</div><div class="ttdef"><b>Definition:</b> <a href="tests_2validation_2_fixed_point_8h_source.xhtml#l00884">FixedPoint.h:884</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail_xhtml_ad91bb73431b4de1f4946ed949d444849"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ad91bb73431b4de1f4946ed949d444849">arm_compute::test::fixed_point_arithmetic::detail::max</a></div><div class="ttdeci">fixed_point&lt; T &gt; max(fixed_point&lt; T &gt; x, fixed_point&lt; T &gt; y)</div><div class="ttdef"><b>Definition:</b> <a href="tests_2validation_2_fixed_point_8h_source.xhtml#l00889">FixedPoint.h:889</a></div></div>
 </div><!-- fragment -->
 </div>
@@ -14436,11 +14532,11 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00078">78</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</a>.</p>
 
-<p>References <a class="el" href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">arm_compute::test::validation::a</a>, <a class="el" href="tests_2validation_2_fixed_point_8h_source.xhtml#l00889">arm_compute::test::fixed_point_arithmetic::detail::max()</a>, and <a class="el" href="tests_2validation_2_fixed_point_8h_source.xhtml#l00884">arm_compute::test::fixed_point_arithmetic::detail::min()</a>.</p>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">arm_compute::test::validation::a</a>, <a class="el" href="tests_2validation_2_fixed_point_8h_source.xhtml#l00889">arm_compute::test::fixed_point_arithmetic::detail::max()</a>, and <a class="el" href="tests_2validation_2_fixed_point_8h_source.xhtml#l00884">arm_compute::test::fixed_point_arithmetic::detail::min()</a>.</p>
 
 <p>Referenced by <a class="el" href="_fixed_point_8inl_source.xhtml#l00277">sqexp_qs8()</a>.</p>
 <div class="fragment"><div class="line"><a name="l00079"></a><span class="lineno">   79</span>&#160;{</div><div class="line"><a name="l00080"></a><span class="lineno">   80</span>&#160;    <span class="keywordflow">return</span> (<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a> &lt; 0) ? (<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a> == <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#aabcf39e3917f842dbc5fbb0d802f24d5">std::numeric_limits&lt;int8_t&gt;::min</a>()) ? <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ad91bb73431b4de1f4946ed949d444849">std::numeric_limits&lt;int8_t&gt;::max</a>() : -<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a> : <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>;</div><div class="line"><a name="l00081"></a><span class="lineno">   81</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail_xhtml_aabcf39e3917f842dbc5fbb0d802f24d5"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#aabcf39e3917f842dbc5fbb0d802f24d5">arm_compute::test::fixed_point_arithmetic::detail::min</a></div><div class="ttdeci">fixed_point&lt; T &gt; min(fixed_point&lt; T &gt; x, fixed_point&lt; T &gt; y)</div><div class="ttdef"><b>Definition:</b> <a href="tests_2validation_2_fixed_point_8h_source.xhtml#l00884">FixedPoint.h:884</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail_xhtml_ad91bb73431b4de1f4946ed949d444849"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ad91bb73431b4de1f4946ed949d444849">arm_compute::test::fixed_point_arithmetic::detail::max</a></div><div class="ttdeci">fixed_point&lt; T &gt; max(fixed_point&lt; T &gt; x, fixed_point&lt; T &gt; y)</div><div class="ttdef"><b>Definition:</b> <a href="tests_2validation_2_fixed_point_8h_source.xhtml#l00889">FixedPoint.h:889</a></div></div>
 </div><!-- fragment -->
 </div>
@@ -14489,11 +14585,11 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00093">93</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</a>.</p>
 
-<p>References <a class="el" href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">arm_compute::test::validation::b</a>.</p>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">arm_compute::test::validation::b</a>.</p>
 
 <p>Referenced by <a class="el" href="_fixed_point_8inl_source.xhtml#l00356">slog_qs16()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00094"></a><span class="lineno">   94</span>&#160;{</div><div class="line"><a name="l00095"></a><span class="lineno">   95</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a> + <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>;</div><div class="line"><a name="l00096"></a><span class="lineno">   96</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="fragment"><div class="line"><a name="l00094"></a><span class="lineno">   94</span>&#160;{</div><div class="line"><a name="l00095"></a><span class="lineno">   95</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a> + <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>;</div><div class="line"><a name="l00096"></a><span class="lineno">   96</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -14541,11 +14637,11 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00088">88</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</a>.</p>
 
-<p>References <a class="el" href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">arm_compute::test::validation::b</a>.</p>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">arm_compute::test::validation::b</a>.</p>
 
 <p>Referenced by <a class="el" href="_fixed_point_8inl_source.xhtml#l00323">slog_qs8()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00089"></a><span class="lineno">   89</span>&#160;{</div><div class="line"><a name="l00090"></a><span class="lineno">   90</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a> + <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>;</div><div class="line"><a name="l00091"></a><span class="lineno">   91</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="fragment"><div class="line"><a name="l00089"></a><span class="lineno">   89</span>&#160;{</div><div class="line"><a name="l00090"></a><span class="lineno">   90</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a> + <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>;</div><div class="line"><a name="l00091"></a><span class="lineno">   91</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -14604,7 +14700,7 @@
 </dl>
 <dl class="section return"><dt>Returns</dt><dd>A pair with the new width in the first position and the new height in the second. </dd></dl>
 
-<p>Referenced by <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml#l00559">data_type_for_convolution_matrix()</a>, and <a class="el" href="_direct_convolution_layer_fixture_8h_source.xhtml#l00069">DirectConvolutionValidationGenericFixture&lt; TensorType, AccessorType, FunctionType, T &gt;::setup()</a>.</p>
+<p>Referenced by <a class="el" href="_shape_calculator_8h_source.xhtml#l00108">arm_compute::misc::shape_calculator::compute_depthwise_convolution_shape()</a>, <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml#l00559">data_type_for_convolution_matrix()</a>, and <a class="el" href="_direct_convolution_layer_fixture_8h_source.xhtml#l00069">DirectConvolutionValidationGenericFixture&lt; TensorType, AccessorType, FunctionType, T &gt;::setup()</a>.</p>
 
 </div>
 </div>
@@ -14648,11 +14744,11 @@
 
 <p>Definition at line <a class="el" href="_q_asymm8_8inl_source.xhtml#l00036">36</a> of file <a class="el" href="_q_asymm8_8inl_source.xhtml">QAsymm8.inl</a>.</p>
 
-<p>References <a class="el" href="_n_e_o_n_2_pixel_wise_multiplication_8cpp_source.xhtml#l00176">arm_compute::test::validation::scale</a>, and <a class="el" href="hwc_8hpp_source.xhtml#l00269">value</a>.</p>
+<p>References <a class="el" href="_n_e_o_n_2_pixel_wise_multiplication_8cpp_source.xhtml#l00176">arm_compute::test::validation::scale</a>, and <a class="el" href="hwc_8hpp_source.xhtml#l00278">value</a>.</p>
 
 <p>Referenced by <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00142">QuantizationInfo::dequantize()</a>.</p>
 <div class="fragment"><div class="line"><a name="l00037"></a><span class="lineno">   37</span>&#160;{</div><div class="line"><a name="l00038"></a><span class="lineno">   38</span>&#160;    <span class="keywordtype">float</span> dequantized = (<span class="keyword">static_cast&lt;</span><span class="keywordtype">int</span><span class="keyword">&gt;</span>(<a class="code" href="hwc_8hpp.xhtml#a0f61d63b009d0880a89c843bd50d8d76">value</a>) - <a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>) * <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#acec6d8ad52a28972fa74e071c1a63b6a">scale</a>;</div><div class="line"><a name="l00039"></a><span class="lineno">   39</span>&#160;    <span class="keywordflow">return</span> dequantized;</div><div class="line"><a name="l00040"></a><span class="lineno">   40</span>&#160;}</div><div class="ttc" id="helpers_8h_xhtml_a009469e4d9b8fce3b6d5e97d2077827d"><div class="ttname"><a href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a></div><div class="ttdeci">__global uchar * offset(const Image *img, int x, int y)</div><div class="ttdoc">Get the pointer position of a Image. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00301">helpers.h:301</a></div></div>
-<div class="ttc" id="hwc_8hpp_xhtml_a0f61d63b009d0880a89c843bd50d8d76"><div class="ttname"><a href="hwc_8hpp.xhtml#a0f61d63b009d0880a89c843bd50d8d76">value</a></div><div class="ttdeci">void * value</div><div class="ttdef"><b>Definition:</b> <a href="hwc_8hpp_source.xhtml#l00269">hwc.hpp:269</a></div></div>
+<div class="ttc" id="hwc_8hpp_xhtml_a0f61d63b009d0880a89c843bd50d8d76"><div class="ttname"><a href="hwc_8hpp.xhtml#a0f61d63b009d0880a89c843bd50d8d76">value</a></div><div class="ttdeci">void * value</div><div class="ttdef"><b>Definition:</b> <a href="hwc_8hpp_source.xhtml#l00278">hwc.hpp:278</a></div></div>
 <div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_acec6d8ad52a28972fa74e071c1a63b6a"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#acec6d8ad52a28972fa74e071c1a63b6a">arm_compute::test::validation::scale</a></div><div class="ttdeci">scale</div><div class="ttdef"><b>Definition:</b> <a href="_n_e_o_n_2_pixel_wise_multiplication_8cpp_source.xhtml#l00176">PixelWiseMultiplication.cpp:176</a></div></div>
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@@ -14701,8 +14797,8 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00400">400</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</a>.</p>
 
-<p>References <a class="el" href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">arm_compute::test::validation::a</a>.</p>
-<div class="fragment"><div class="line"><a name="l00401"></a><span class="lineno">  401</span>&#160;{</div><div class="line"><a name="l00402"></a><span class="lineno">  402</span>&#160;    <span class="keywordflow">return</span> <span class="keyword">static_cast&lt;</span><span class="keywordtype">float</span><span class="keyword">&gt;</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>) / (1 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l00403"></a><span class="lineno">  403</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">arm_compute::test::validation::a</a>.</p>
+<div class="fragment"><div class="line"><a name="l00401"></a><span class="lineno">  401</span>&#160;{</div><div class="line"><a name="l00402"></a><span class="lineno">  402</span>&#160;    <span class="keywordflow">return</span> <span class="keyword">static_cast&lt;</span><span class="keywordtype">float</span><span class="keyword">&gt;</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>) / (1 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l00403"></a><span class="lineno">  403</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
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@@ -14750,8 +14846,8 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00389">389</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</a>.</p>
 
-<p>References <a class="el" href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">arm_compute::test::validation::a</a>.</p>
-<div class="fragment"><div class="line"><a name="l00390"></a><span class="lineno">  390</span>&#160;{</div><div class="line"><a name="l00391"></a><span class="lineno">  391</span>&#160;    <span class="keywordflow">return</span> <span class="keyword">static_cast&lt;</span><span class="keywordtype">float</span><span class="keyword">&gt;</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>) / (1 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l00392"></a><span class="lineno">  392</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">arm_compute::test::validation::a</a>.</p>
+<div class="fragment"><div class="line"><a name="l00390"></a><span class="lineno">  390</span>&#160;{</div><div class="line"><a name="l00391"></a><span class="lineno">  391</span>&#160;    <span class="keywordflow">return</span> <span class="keyword">static_cast&lt;</span><span class="keywordtype">float</span><span class="keyword">&gt;</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>) / (1 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l00392"></a><span class="lineno">  392</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
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@@ -14806,13 +14902,13 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00271">271</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</a>.</p>
 
-<p>References <a class="el" href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">arm_compute::test::validation::b</a>.</p>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">arm_compute::test::validation::b</a>.</p>
 
 <p>Referenced by <a class="el" href="_fixed_point_8inl_source.xhtml#l00356">slog_qs16()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00272"></a><span class="lineno">  272</span>&#160;{</div><div class="line"><a name="l00273"></a><span class="lineno">  273</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#aa06c95f9976f3729316d689b4419089f">qint32_t</a> temp = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a> &lt;&lt; fixed_point_position;</div><div class="line"><a name="l00274"></a><span class="lineno">  274</span>&#160;    <span class="keywordflow">return</span> <span class="keyword">static_cast&lt;</span><a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a><span class="keyword">&gt;</span>(temp / <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00275"></a><span class="lineno">  275</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00272"></a><span class="lineno">  272</span>&#160;{</div><div class="line"><a name="l00273"></a><span class="lineno">  273</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#aa06c95f9976f3729316d689b4419089f">qint32_t</a> temp = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a> &lt;&lt; fixed_point_position;</div><div class="line"><a name="l00274"></a><span class="lineno">  274</span>&#160;    <span class="keywordflow">return</span> <span class="keyword">static_cast&lt;</span><a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a><span class="keyword">&gt;</span>(temp / <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00275"></a><span class="lineno">  275</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_aa06c95f9976f3729316d689b4419089f"><div class="ttname"><a href="namespacearm__compute.xhtml#aa06c95f9976f3729316d689b4419089f">arm_compute::qint32_t</a></div><div class="ttdeci">int32_t qint32_t</div><div class="ttdoc">32 bit fixed point scalar value </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_fixed_point_8h_source.xhtml#l00031">FixedPoint.h:31</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a1521eea74b97de8f2df9304e44179400"><div class="ttname"><a href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">arm_compute::qint16_t</a></div><div class="ttdeci">int16_t qint16_t</div><div class="ttdoc">16 bit fixed point scalar value </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_fixed_point_8h_source.xhtml#l00030">FixedPoint.h:30</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
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@@ -14867,13 +14963,13 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00265">265</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</a>.</p>
 
-<p>References <a class="el" href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">arm_compute::test::validation::b</a>.</p>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">arm_compute::test::validation::b</a>.</p>
 
 <p>Referenced by <a class="el" href="_fixed_point_8inl_source.xhtml#l00323">slog_qs8()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00266"></a><span class="lineno">  266</span>&#160;{</div><div class="line"><a name="l00267"></a><span class="lineno">  267</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a> temp = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a> &lt;&lt; fixed_point_position;</div><div class="line"><a name="l00268"></a><span class="lineno">  268</span>&#160;    <span class="keywordflow">return</span> <span class="keyword">static_cast&lt;</span><a class="code" href="namespacearm__compute.xhtml#a4c3f681c30c9398c45bc3cd5dc4f038a">qint8_t</a><span class="keyword">&gt;</span>(temp / <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00269"></a><span class="lineno">  269</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00266"></a><span class="lineno">  266</span>&#160;{</div><div class="line"><a name="l00267"></a><span class="lineno">  267</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a> temp = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a> &lt;&lt; fixed_point_position;</div><div class="line"><a name="l00268"></a><span class="lineno">  268</span>&#160;    <span class="keywordflow">return</span> <span class="keyword">static_cast&lt;</span><a class="code" href="namespacearm__compute.xhtml#a4c3f681c30c9398c45bc3cd5dc4f038a">qint8_t</a><span class="keyword">&gt;</span>(temp / <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00269"></a><span class="lineno">  269</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a1521eea74b97de8f2df9304e44179400"><div class="ttname"><a href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">arm_compute::qint16_t</a></div><div class="ttdeci">int16_t qint16_t</div><div class="ttdoc">16 bit fixed point scalar value </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_fixed_point_8h_source.xhtml#l00030">FixedPoint.h:30</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a4c3f681c30c9398c45bc3cd5dc4f038a"><div class="ttname"><a href="namespacearm__compute.xhtml#a4c3f681c30c9398c45bc3cd5dc4f038a">arm_compute::qint8_t</a></div><div class="ttdeci">int8_t qint8_t</div><div class="ttdoc">8 bit fixed point scalar value </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_fixed_point_8h_source.xhtml#l00029">FixedPoint.h:29</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
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@@ -14935,8 +15031,9 @@
 
 <p>Definition at line <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml#l00396">396</a> of file <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml">Utils.h</a>.</p>
 
-<p>References <a class="el" href="tests_2validation_2_fixed_point_8h_source.xhtml#l00914">arm_compute::test::fixed_point_arithmetic::detail::abs()</a>, and <a class="el" href="hwc_8hpp_source.xhtml#l00276">size</a>.</p>
-<div class="fragment"><div class="line"><a name="l00397"></a><span class="lineno">  397</span>&#160;{</div><div class="line"><a name="l00398"></a><span class="lineno">  398</span>&#160;    int32_t min_col     = -1;</div><div class="line"><a name="l00399"></a><span class="lineno">  399</span>&#160;    int16_t min_col_val = -1;</div><div class="line"><a name="l00400"></a><span class="lineno">  400</span>&#160;</div><div class="line"><a name="l00401"></a><span class="lineno">  401</span>&#160;    <span class="keywordflow">for</span>(int32_t i = 0; i &lt; <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>; ++i)</div><div class="line"><a name="l00402"></a><span class="lineno">  402</span>&#160;    {</div><div class="line"><a name="l00403"></a><span class="lineno">  403</span>&#160;        <span class="keywordflow">if</span>(conv[i] != 0 &amp;&amp; (min_col &lt; 0 || <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ae115fc750a92fb6a5e094998b56fcc56">abs</a>(min_col_val) &gt; <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ae115fc750a92fb6a5e094998b56fcc56">abs</a>(conv[i])))</div><div class="line"><a name="l00404"></a><span class="lineno">  404</span>&#160;        {</div><div class="line"><a name="l00405"></a><span class="lineno">  405</span>&#160;            min_col     = i;</div><div class="line"><a name="l00406"></a><span class="lineno">  406</span>&#160;            min_col_val = conv[i];</div><div class="line"><a name="l00407"></a><span class="lineno">  407</span>&#160;        }</div><div class="line"><a name="l00408"></a><span class="lineno">  408</span>&#160;    }</div><div class="line"><a name="l00409"></a><span class="lineno">  409</span>&#160;</div><div class="line"><a name="l00410"></a><span class="lineno">  410</span>&#160;    <span class="keywordflow">if</span>(min_col &lt; 0)</div><div class="line"><a name="l00411"></a><span class="lineno">  411</span>&#160;    {</div><div class="line"><a name="l00412"></a><span class="lineno">  412</span>&#160;        <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00413"></a><span class="lineno">  413</span>&#160;    }</div><div class="line"><a name="l00414"></a><span class="lineno">  414</span>&#160;</div><div class="line"><a name="l00415"></a><span class="lineno">  415</span>&#160;    <span class="keywordflow">for</span>(uint32_t j = 0; j &lt; <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>; ++j)</div><div class="line"><a name="l00416"></a><span class="lineno">  416</span>&#160;    {</div><div class="line"><a name="l00417"></a><span class="lineno">  417</span>&#160;        conv_col[j] = conv[min_col + j * <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>];</div><div class="line"><a name="l00418"></a><span class="lineno">  418</span>&#160;    }</div><div class="line"><a name="l00419"></a><span class="lineno">  419</span>&#160;</div><div class="line"><a name="l00420"></a><span class="lineno">  420</span>&#160;    <span class="keywordflow">for</span>(uint32_t i = 0; i &lt; <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>; i++)</div><div class="line"><a name="l00421"></a><span class="lineno">  421</span>&#160;    {</div><div class="line"><a name="l00422"></a><span class="lineno">  422</span>&#160;        <span class="keywordflow">if</span>(static_cast&lt;int&gt;(i) == min_col)</div><div class="line"><a name="l00423"></a><span class="lineno">  423</span>&#160;        {</div><div class="line"><a name="l00424"></a><span class="lineno">  424</span>&#160;            conv_row[i] = 1;</div><div class="line"><a name="l00425"></a><span class="lineno">  425</span>&#160;        }</div><div class="line"><a name="l00426"></a><span class="lineno">  426</span>&#160;        <span class="keywordflow">else</span></div><div class="line"><a name="l00427"></a><span class="lineno">  427</span>&#160;        {</div><div class="line"><a name="l00428"></a><span class="lineno">  428</span>&#160;            int16_t coeff = conv[i] / conv[min_col];</div><div class="line"><a name="l00429"></a><span class="lineno">  429</span>&#160;</div><div class="line"><a name="l00430"></a><span class="lineno">  430</span>&#160;            <span class="keywordflow">for</span>(uint32_t j = 1; j &lt; <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>; ++j)</div><div class="line"><a name="l00431"></a><span class="lineno">  431</span>&#160;            {</div><div class="line"><a name="l00432"></a><span class="lineno">  432</span>&#160;                <span class="keywordflow">if</span>(conv[i + j * size] != (conv_col[j] * coeff))</div><div class="line"><a name="l00433"></a><span class="lineno">  433</span>&#160;                {</div><div class="line"><a name="l00434"></a><span class="lineno">  434</span>&#160;                    <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00435"></a><span class="lineno">  435</span>&#160;                }</div><div class="line"><a name="l00436"></a><span class="lineno">  436</span>&#160;            }</div><div class="line"><a name="l00437"></a><span class="lineno">  437</span>&#160;</div><div class="line"><a name="l00438"></a><span class="lineno">  438</span>&#160;            conv_row[i] = coeff;</div><div class="line"><a name="l00439"></a><span class="lineno">  439</span>&#160;        }</div><div class="line"><a name="l00440"></a><span class="lineno">  440</span>&#160;    }</div><div class="line"><a name="l00441"></a><span class="lineno">  441</span>&#160;</div><div class="line"><a name="l00442"></a><span class="lineno">  442</span>&#160;    <span class="keywordflow">return</span> <span class="keyword">true</span>;</div><div class="line"><a name="l00443"></a><span class="lineno">  443</span>&#160;}</div><div class="ttc" id="hwc_8hpp_xhtml_ab2c6b258f02add8fdf4cfc7c371dd772"><div class="ttname"><a href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a></div><div class="ttdeci">uint32_t size</div><div class="ttdef"><b>Definition:</b> <a href="hwc_8hpp_source.xhtml#l00276">hwc.hpp:276</a></div></div>
+<p>References <a class="el" href="tests_2validation_2_fixed_point_8h_source.xhtml#l00914">arm_compute::test::fixed_point_arithmetic::detail::abs()</a>, and <a class="el" href="hwc_8hpp_source.xhtml#l00286">size</a>.</p>
+<div class="fragment"><div class="line"><a name="l00397"></a><span class="lineno">  397</span>&#160;{</div><div class="line"><a name="l00398"></a><span class="lineno">  398</span>&#160;    int32_t min_col     = -1;</div><div class="line"><a name="l00399"></a><span class="lineno">  399</span>&#160;    int16_t min_col_val = -1;</div><div class="line"><a name="l00400"></a><span class="lineno">  400</span>&#160;</div><div class="line"><a name="l00401"></a><span class="lineno">  401</span>&#160;    <span class="keywordflow">for</span>(int32_t i = 0; i &lt; <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>; ++i)</div><div class="line"><a name="l00402"></a><span class="lineno">  402</span>&#160;    {</div><div class="line"><a name="l00403"></a><span class="lineno">  403</span>&#160;        <span class="keywordflow">if</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#adf88bb8e946175c496fb362aa458128b">conv</a>[i] != 0 &amp;&amp; (min_col &lt; 0 || <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ae115fc750a92fb6a5e094998b56fcc56">abs</a>(min_col_val) &gt; <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ae115fc750a92fb6a5e094998b56fcc56">abs</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#adf88bb8e946175c496fb362aa458128b">conv</a>[i])))</div><div class="line"><a name="l00404"></a><span class="lineno">  404</span>&#160;        {</div><div class="line"><a name="l00405"></a><span class="lineno">  405</span>&#160;            min_col     = i;</div><div class="line"><a name="l00406"></a><span class="lineno">  406</span>&#160;            min_col_val = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#adf88bb8e946175c496fb362aa458128b">conv</a>[i];</div><div class="line"><a name="l00407"></a><span class="lineno">  407</span>&#160;        }</div><div class="line"><a name="l00408"></a><span class="lineno">  408</span>&#160;    }</div><div class="line"><a name="l00409"></a><span class="lineno">  409</span>&#160;</div><div class="line"><a name="l00410"></a><span class="lineno">  410</span>&#160;    <span class="keywordflow">if</span>(min_col &lt; 0)</div><div class="line"><a name="l00411"></a><span class="lineno">  411</span>&#160;    {</div><div class="line"><a name="l00412"></a><span class="lineno">  412</span>&#160;        <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00413"></a><span class="lineno">  413</span>&#160;    }</div><div class="line"><a name="l00414"></a><span class="lineno">  414</span>&#160;</div><div class="line"><a name="l00415"></a><span class="lineno">  415</span>&#160;    <span class="keywordflow">for</span>(uint32_t j = 0; j &lt; <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>; ++j)</div><div class="line"><a name="l00416"></a><span class="lineno">  416</span>&#160;    {</div><div class="line"><a name="l00417"></a><span class="lineno">  417</span>&#160;        conv_col[j] = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#adf88bb8e946175c496fb362aa458128b">conv</a>[min_col + j * <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>];</div><div class="line"><a name="l00418"></a><span class="lineno">  418</span>&#160;    }</div><div class="line"><a name="l00419"></a><span class="lineno">  419</span>&#160;</div><div class="line"><a name="l00420"></a><span class="lineno">  420</span>&#160;    <span class="keywordflow">for</span>(uint32_t i = 0; i &lt; <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>; i++)</div><div class="line"><a name="l00421"></a><span class="lineno">  421</span>&#160;    {</div><div class="line"><a name="l00422"></a><span class="lineno">  422</span>&#160;        <span class="keywordflow">if</span>(static_cast&lt;int&gt;(i) == min_col)</div><div class="line"><a name="l00423"></a><span class="lineno">  423</span>&#160;        {</div><div class="line"><a name="l00424"></a><span class="lineno">  424</span>&#160;            conv_row[i] = 1;</div><div class="line"><a name="l00425"></a><span class="lineno">  425</span>&#160;        }</div><div class="line"><a name="l00426"></a><span class="lineno">  426</span>&#160;        <span class="keywordflow">else</span></div><div class="line"><a name="l00427"></a><span class="lineno">  427</span>&#160;        {</div><div class="line"><a name="l00428"></a><span class="lineno">  428</span>&#160;            int16_t coeff = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#adf88bb8e946175c496fb362aa458128b">conv</a>[i] / <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#adf88bb8e946175c496fb362aa458128b">conv</a>[min_col];</div><div class="line"><a name="l00429"></a><span class="lineno">  429</span>&#160;</div><div class="line"><a name="l00430"></a><span class="lineno">  430</span>&#160;            <span class="keywordflow">for</span>(uint32_t j = 1; j &lt; <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>; ++j)</div><div class="line"><a name="l00431"></a><span class="lineno">  431</span>&#160;            {</div><div class="line"><a name="l00432"></a><span class="lineno">  432</span>&#160;                <span class="keywordflow">if</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#adf88bb8e946175c496fb362aa458128b">conv</a>[i + j * size] != (conv_col[j] * coeff))</div><div class="line"><a name="l00433"></a><span class="lineno">  433</span>&#160;                {</div><div class="line"><a name="l00434"></a><span class="lineno">  434</span>&#160;                    <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00435"></a><span class="lineno">  435</span>&#160;                }</div><div class="line"><a name="l00436"></a><span class="lineno">  436</span>&#160;            }</div><div class="line"><a name="l00437"></a><span class="lineno">  437</span>&#160;</div><div class="line"><a name="l00438"></a><span class="lineno">  438</span>&#160;            conv_row[i] = coeff;</div><div class="line"><a name="l00439"></a><span class="lineno">  439</span>&#160;        }</div><div class="line"><a name="l00440"></a><span class="lineno">  440</span>&#160;    }</div><div class="line"><a name="l00441"></a><span class="lineno">  441</span>&#160;</div><div class="line"><a name="l00442"></a><span class="lineno">  442</span>&#160;    <span class="keywordflow">return</span> <span class="keyword">true</span>;</div><div class="line"><a name="l00443"></a><span class="lineno">  443</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_adf88bb8e946175c496fb362aa458128b"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#adf88bb8e946175c496fb362aa458128b">arm_compute::test::validation::conv</a></div><div class="ttdeci">int16_t conv[25]</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_2_convolution_8cpp_source.xhtml#l00126">Convolution.cpp:126</a></div></div>
+<div class="ttc" id="hwc_8hpp_xhtml_ab2c6b258f02add8fdf4cfc7c371dd772"><div class="ttname"><a href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a></div><div class="ttdeci">uint32_t size</div><div class="ttdef"><b>Definition:</b> <a href="hwc_8hpp_source.xhtml#l00286">hwc.hpp:286</a></div></div>
 <div class="ttc" id="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail_xhtml_ae115fc750a92fb6a5e094998b56fcc56"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ae115fc750a92fb6a5e094998b56fcc56">arm_compute::test::fixed_point_arithmetic::detail::abs</a></div><div class="ttdeci">fixed_point&lt; T &gt; abs(fixed_point&lt; T &gt; x)</div><div class="ttdef"><b>Definition:</b> <a href="tests_2validation_2_fixed_point_8h_source.xhtml#l00914">FixedPoint.h:914</a></div></div>
 </div><!-- fragment -->
 </div>
@@ -14973,13 +15070,13 @@
 </table>
 </div><div class="memdoc">
 
-<p>Definition at line <a class="el" href="_helpers_8inl_source.xhtml#l00257">257</a> of file <a class="el" href="_helpers_8inl_source.xhtml">Helpers.inl</a>.</p>
+<p>Definition at line <a class="el" href="_helpers_8inl_source.xhtml#l00252">252</a> of file <a class="el" href="_helpers_8inl_source.xhtml">Helpers.inl</a>.</p>
 
 <p>References <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#a7cfb31af63202568efef5214acfbf3ba">ITensorInfo::data_type()</a>, <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#a9ebcdce876b4cd07736afa47d50154de">ITensorInfo::set_data_type()</a>, and <a class="el" href="namespacearm__compute.xhtml#a3a440b3893fa10608d4428958be1c52ea696b031073e74bf2cb98e5ef201d4aa3">UNKNOWN</a>.</p>
 
-<p>Referenced by <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00534">permute()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00258"></a><span class="lineno">  258</span>&#160;{</div><div class="line"><a name="l00259"></a><span class="lineno">  259</span>&#160;    <span class="keywordflow">if</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.data_type() == DataType::UNKNOWN)</div><div class="line"><a name="l00260"></a><span class="lineno">  260</span>&#160;    {</div><div class="line"><a name="l00261"></a><span class="lineno">  261</span>&#160;        <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.set_data_type(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#ac2ad7f431e3446fddcd9b6b9f93c4c14">data_type</a>);</div><div class="line"><a name="l00262"></a><span class="lineno">  262</span>&#160;        <span class="keywordflow">return</span> <span class="keyword">true</span>;</div><div class="line"><a name="l00263"></a><span class="lineno">  263</span>&#160;    }</div><div class="line"><a name="l00264"></a><span class="lineno">  264</span>&#160;</div><div class="line"><a name="l00265"></a><span class="lineno">  265</span>&#160;    <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00266"></a><span class="lineno">  266</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a096668313a9a819d54a2e65ec21ff0cc"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">arm_compute::test::validation::info</a></div><div class="ttdeci">src info() -&gt; set_format(Format::S16)</div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_ac2ad7f431e3446fddcd9b6b9f93c4c14"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#ac2ad7f431e3446fddcd9b6b9f93c4c14">arm_compute::test::validation::data_type</a></div><div class="ttdeci">data_type</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_2_min_max_location_8cpp_source.xhtml#l00090">MinMaxLocation.cpp:90</a></div></div>
+<p>Referenced by <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00509">permute()</a>.</p>
+<div class="fragment"><div class="line"><a name="l00253"></a><span class="lineno">  253</span>&#160;{</div><div class="line"><a name="l00254"></a><span class="lineno">  254</span>&#160;    <span class="keywordflow">if</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.data_type() == DataType::UNKNOWN)</div><div class="line"><a name="l00255"></a><span class="lineno">  255</span>&#160;    {</div><div class="line"><a name="l00256"></a><span class="lineno">  256</span>&#160;        <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.set_data_type(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#ac2ad7f431e3446fddcd9b6b9f93c4c14">data_type</a>);</div><div class="line"><a name="l00257"></a><span class="lineno">  257</span>&#160;        <span class="keywordflow">return</span> <span class="keyword">true</span>;</div><div class="line"><a name="l00258"></a><span class="lineno">  258</span>&#160;    }</div><div class="line"><a name="l00259"></a><span class="lineno">  259</span>&#160;</div><div class="line"><a name="l00260"></a><span class="lineno">  260</span>&#160;    <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00261"></a><span class="lineno">  261</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a096668313a9a819d54a2e65ec21ff0cc"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">arm_compute::test::validation::info</a></div><div class="ttdeci">src info() -&gt; set_format(Format::S16)</div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_ac2ad7f431e3446fddcd9b6b9f93c4c14"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#ac2ad7f431e3446fddcd9b6b9f93c4c14">arm_compute::test::validation::data_type</a></div><div class="ttdeci">data_type</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_2_convolution_8cpp_source.xhtml#l00119">Convolution.cpp:119</a></div></div>
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 </div>
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@@ -15015,12 +15112,12 @@
 </table>
 </div><div class="memdoc">
 
-<p>Definition at line <a class="el" href="_helpers_8inl_source.xhtml#l00268">268</a> of file <a class="el" href="_helpers_8inl_source.xhtml">Helpers.inl</a>.</p>
+<p>Definition at line <a class="el" href="_helpers_8inl_source.xhtml#l00263">263</a> of file <a class="el" href="_helpers_8inl_source.xhtml">Helpers.inl</a>.</p>
 
 <p>References <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#a7cfb31af63202568efef5214acfbf3ba">ITensorInfo::data_type()</a>, <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#ab21a362740e892b6e913bd8db03b0e67">ITensorInfo::fixed_point_position()</a>, <a class="el" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a48d877702a2957f5a932c43a357866f9">QS16</a>, <a class="el" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a11cde4d3551db3f9498d339a67189543">QS8</a>, and <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#a8d9488caf817e12132f0ca2a4c30deba">ITensorInfo::set_fixed_point_position()</a>.</p>
 
-<p>Referenced by <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00534">permute()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00269"></a><span class="lineno">  269</span>&#160;{</div><div class="line"><a name="l00270"></a><span class="lineno">  270</span>&#160;    <span class="keywordflow">if</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.fixed_point_position() == 0 &amp;&amp; (<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.data_type() == DataType::QS8 || <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.data_type() == DataType::QS16))</div><div class="line"><a name="l00271"></a><span class="lineno">  271</span>&#160;    {</div><div class="line"><a name="l00272"></a><span class="lineno">  272</span>&#160;        <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.set_fixed_point_position(fixed_point_position);</div><div class="line"><a name="l00273"></a><span class="lineno">  273</span>&#160;        <span class="keywordflow">return</span> <span class="keyword">true</span>;</div><div class="line"><a name="l00274"></a><span class="lineno">  274</span>&#160;    }</div><div class="line"><a name="l00275"></a><span class="lineno">  275</span>&#160;</div><div class="line"><a name="l00276"></a><span class="lineno">  276</span>&#160;    <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00277"></a><span class="lineno">  277</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a096668313a9a819d54a2e65ec21ff0cc"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">arm_compute::test::validation::info</a></div><div class="ttdeci">src info() -&gt; set_format(Format::S16)</div></div>
+<p>Referenced by <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00509">permute()</a>.</p>
+<div class="fragment"><div class="line"><a name="l00264"></a><span class="lineno">  264</span>&#160;{</div><div class="line"><a name="l00265"></a><span class="lineno">  265</span>&#160;    <span class="keywordflow">if</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.fixed_point_position() == 0 &amp;&amp; (<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.data_type() == DataType::QS8 || <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.data_type() == DataType::QS16))</div><div class="line"><a name="l00266"></a><span class="lineno">  266</span>&#160;    {</div><div class="line"><a name="l00267"></a><span class="lineno">  267</span>&#160;        <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.set_fixed_point_position(fixed_point_position);</div><div class="line"><a name="l00268"></a><span class="lineno">  268</span>&#160;        <span class="keywordflow">return</span> <span class="keyword">true</span>;</div><div class="line"><a name="l00269"></a><span class="lineno">  269</span>&#160;    }</div><div class="line"><a name="l00270"></a><span class="lineno">  270</span>&#160;</div><div class="line"><a name="l00271"></a><span class="lineno">  271</span>&#160;    <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00272"></a><span class="lineno">  272</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a096668313a9a819d54a2e65ec21ff0cc"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">arm_compute::test::validation::info</a></div><div class="ttdeci">src info() -&gt; set_format(Format::S16)</div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -15056,12 +15153,12 @@
 </table>
 </div><div class="memdoc">
 
-<p>Definition at line <a class="el" href="_helpers_8inl_source.xhtml#l00246">246</a> of file <a class="el" href="_helpers_8inl_source.xhtml">Helpers.inl</a>.</p>
+<p>Definition at line <a class="el" href="_helpers_8inl_source.xhtml#l00241">241</a> of file <a class="el" href="_helpers_8inl_source.xhtml">Helpers.inl</a>.</p>
 
 <p>References <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#a7cfb31af63202568efef5214acfbf3ba">ITensorInfo::data_type()</a>, <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#a17394f0f7aea22d9b2d4c6f33bfa69ca">ITensorInfo::set_format()</a>, and <a class="el" href="namespacearm__compute.xhtml#a3a440b3893fa10608d4428958be1c52ea696b031073e74bf2cb98e5ef201d4aa3">UNKNOWN</a>.</p>
 
-<p>Referenced by <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00534">permute()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00247"></a><span class="lineno">  247</span>&#160;{</div><div class="line"><a name="l00248"></a><span class="lineno">  248</span>&#160;    <span class="keywordflow">if</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.data_type() == DataType::UNKNOWN)</div><div class="line"><a name="l00249"></a><span class="lineno">  249</span>&#160;    {</div><div class="line"><a name="l00250"></a><span class="lineno">  250</span>&#160;        <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.set_format(format);</div><div class="line"><a name="l00251"></a><span class="lineno">  251</span>&#160;        <span class="keywordflow">return</span> <span class="keyword">true</span>;</div><div class="line"><a name="l00252"></a><span class="lineno">  252</span>&#160;    }</div><div class="line"><a name="l00253"></a><span class="lineno">  253</span>&#160;</div><div class="line"><a name="l00254"></a><span class="lineno">  254</span>&#160;    <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00255"></a><span class="lineno">  255</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a096668313a9a819d54a2e65ec21ff0cc"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">arm_compute::test::validation::info</a></div><div class="ttdeci">src info() -&gt; set_format(Format::S16)</div></div>
+<p>Referenced by <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00509">permute()</a>.</p>
+<div class="fragment"><div class="line"><a name="l00242"></a><span class="lineno">  242</span>&#160;{</div><div class="line"><a name="l00243"></a><span class="lineno">  243</span>&#160;    <span class="keywordflow">if</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.data_type() == DataType::UNKNOWN)</div><div class="line"><a name="l00244"></a><span class="lineno">  244</span>&#160;    {</div><div class="line"><a name="l00245"></a><span class="lineno">  245</span>&#160;        <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.set_format(format);</div><div class="line"><a name="l00246"></a><span class="lineno">  246</span>&#160;        <span class="keywordflow">return</span> <span class="keyword">true</span>;</div><div class="line"><a name="l00247"></a><span class="lineno">  247</span>&#160;    }</div><div class="line"><a name="l00248"></a><span class="lineno">  248</span>&#160;</div><div class="line"><a name="l00249"></a><span class="lineno">  249</span>&#160;    <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00250"></a><span class="lineno">  250</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a096668313a9a819d54a2e65ec21ff0cc"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">arm_compute::test::validation::info</a></div><div class="ttdeci">src info() -&gt; set_format(Format::S16)</div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -15097,13 +15194,13 @@
 </table>
 </div><div class="memdoc">
 
-<p>Definition at line <a class="el" href="_helpers_8inl_source.xhtml#l00279">279</a> of file <a class="el" href="_helpers_8inl_source.xhtml">Helpers.inl</a>.</p>
+<p>Definition at line <a class="el" href="_helpers_8inl_source.xhtml#l00274">274</a> of file <a class="el" href="_helpers_8inl_source.xhtml">Helpers.inl</a>.</p>
 
-<p>References <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#a7cfb31af63202568efef5214acfbf3ba">ITensorInfo::data_type()</a>, <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00149">QuantizationInfo::empty()</a>, <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml#l00796">is_data_type_quantized_asymmetric()</a>, <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#a3f3e1a3200223e6a304a533b1016e749">ITensorInfo::quantization_info()</a>, and <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#ab64a0374b9e2292ed2b55f4f18c98423">ITensorInfo::set_quantization_info()</a>.</p>
+<p>References <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#a7cfb31af63202568efef5214acfbf3ba">ITensorInfo::data_type()</a>, <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00149">QuantizationInfo::empty()</a>, <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml#l00794">is_data_type_quantized_asymmetric()</a>, <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#a3f3e1a3200223e6a304a533b1016e749">ITensorInfo::quantization_info()</a>, and <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#ab64a0374b9e2292ed2b55f4f18c98423">ITensorInfo::set_quantization_info()</a>.</p>
 
-<p>Referenced by <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00534">permute()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00280"></a><span class="lineno">  280</span>&#160;{</div><div class="line"><a name="l00281"></a><span class="lineno">  281</span>&#160;    <span class="keywordflow">if</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.quantization_info().empty() &amp;&amp; (<a class="code" href="namespacearm__compute.xhtml#a14f46283f316e7f0fad301d5c1507e9f">is_data_type_quantized_asymmetric</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.data_type())))</div><div class="line"><a name="l00282"></a><span class="lineno">  282</span>&#160;    {</div><div class="line"><a name="l00283"></a><span class="lineno">  283</span>&#160;        <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.set_quantization_info(quantization_info);</div><div class="line"><a name="l00284"></a><span class="lineno">  284</span>&#160;        <span class="keywordflow">return</span> <span class="keyword">true</span>;</div><div class="line"><a name="l00285"></a><span class="lineno">  285</span>&#160;    }</div><div class="line"><a name="l00286"></a><span class="lineno">  286</span>&#160;</div><div class="line"><a name="l00287"></a><span class="lineno">  287</span>&#160;    <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00288"></a><span class="lineno">  288</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a096668313a9a819d54a2e65ec21ff0cc"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">arm_compute::test::validation::info</a></div><div class="ttdeci">src info() -&gt; set_format(Format::S16)</div></div>
-<div class="ttc" id="namespacearm__compute_xhtml_a14f46283f316e7f0fad301d5c1507e9f"><div class="ttname"><a href="namespacearm__compute.xhtml#a14f46283f316e7f0fad301d5c1507e9f">arm_compute::is_data_type_quantized_asymmetric</a></div><div class="ttdeci">bool is_data_type_quantized_asymmetric(DataType dt)</div><div class="ttdoc">Check if a given data type is of asymmetric quantized type. </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_utils_8h_source.xhtml#l00796">Utils.h:796</a></div></div>
+<p>Referenced by <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00509">permute()</a>.</p>
+<div class="fragment"><div class="line"><a name="l00275"></a><span class="lineno">  275</span>&#160;{</div><div class="line"><a name="l00276"></a><span class="lineno">  276</span>&#160;    <span class="keywordflow">if</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.quantization_info().empty() &amp;&amp; (<a class="code" href="namespacearm__compute.xhtml#a14f46283f316e7f0fad301d5c1507e9f">is_data_type_quantized_asymmetric</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.data_type())))</div><div class="line"><a name="l00277"></a><span class="lineno">  277</span>&#160;    {</div><div class="line"><a name="l00278"></a><span class="lineno">  278</span>&#160;        <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.set_quantization_info(quantization_info);</div><div class="line"><a name="l00279"></a><span class="lineno">  279</span>&#160;        <span class="keywordflow">return</span> <span class="keyword">true</span>;</div><div class="line"><a name="l00280"></a><span class="lineno">  280</span>&#160;    }</div><div class="line"><a name="l00281"></a><span class="lineno">  281</span>&#160;</div><div class="line"><a name="l00282"></a><span class="lineno">  282</span>&#160;    <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00283"></a><span class="lineno">  283</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a096668313a9a819d54a2e65ec21ff0cc"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">arm_compute::test::validation::info</a></div><div class="ttdeci">src info() -&gt; set_format(Format::S16)</div></div>
+<div class="ttc" id="namespacearm__compute_xhtml_a14f46283f316e7f0fad301d5c1507e9f"><div class="ttname"><a href="namespacearm__compute.xhtml#a14f46283f316e7f0fad301d5c1507e9f">arm_compute::is_data_type_quantized_asymmetric</a></div><div class="ttdeci">bool is_data_type_quantized_asymmetric(DataType dt)</div><div class="ttdoc">Check if a given data type is of asymmetric quantized type. </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_utils_8h_source.xhtml#l00794">Utils.h:794</a></div></div>
 </div><!-- fragment -->
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 </div>
@@ -15139,12 +15236,12 @@
 </table>
 </div><div class="memdoc">
 
-<p>Definition at line <a class="el" href="_helpers_8inl_source.xhtml#l00235">235</a> of file <a class="el" href="_helpers_8inl_source.xhtml">Helpers.inl</a>.</p>
+<p>Definition at line <a class="el" href="_helpers_8inl_source.xhtml#l00230">230</a> of file <a class="el" href="_helpers_8inl_source.xhtml">Helpers.inl</a>.</p>
 
 <p>References <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#aaf359cee0fc728e7c7fb8b692979994b">ITensorInfo::set_tensor_shape()</a>, <a class="el" href="classarm__compute_1_1_i_tensor_info.xhtml#a7c66505457d00ece3aa4b34cab80757d">ITensorInfo::tensor_shape()</a>, and <a class="el" href="_tensor_shape_8h_source.xhtml#l00135">TensorShape::total_size()</a>.</p>
 
-<p>Referenced by <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00534">permute()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00236"></a><span class="lineno">  236</span>&#160;{</div><div class="line"><a name="l00237"></a><span class="lineno">  237</span>&#160;    <span class="keywordflow">if</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.tensor_shape().total_size() == 0)</div><div class="line"><a name="l00238"></a><span class="lineno">  238</span>&#160;    {</div><div class="line"><a name="l00239"></a><span class="lineno">  239</span>&#160;        <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.set_tensor_shape(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a45cde9abb508c62d67c3bb2b9bf566a5">shape</a>);</div><div class="line"><a name="l00240"></a><span class="lineno">  240</span>&#160;        <span class="keywordflow">return</span> <span class="keyword">true</span>;</div><div class="line"><a name="l00241"></a><span class="lineno">  241</span>&#160;    }</div><div class="line"><a name="l00242"></a><span class="lineno">  242</span>&#160;</div><div class="line"><a name="l00243"></a><span class="lineno">  243</span>&#160;    <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00244"></a><span class="lineno">  244</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a45cde9abb508c62d67c3bb2b9bf566a5"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a45cde9abb508c62d67c3bb2b9bf566a5">arm_compute::test::validation::shape</a></div><div class="ttdeci">shape</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_2_min_max_location_8cpp_source.xhtml#l00089">MinMaxLocation.cpp:89</a></div></div>
+<p>Referenced by <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00509">permute()</a>.</p>
+<div class="fragment"><div class="line"><a name="l00231"></a><span class="lineno">  231</span>&#160;{</div><div class="line"><a name="l00232"></a><span class="lineno">  232</span>&#160;    <span class="keywordflow">if</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.tensor_shape().total_size() == 0)</div><div class="line"><a name="l00233"></a><span class="lineno">  233</span>&#160;    {</div><div class="line"><a name="l00234"></a><span class="lineno">  234</span>&#160;        <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.set_tensor_shape(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a45cde9abb508c62d67c3bb2b9bf566a5">shape</a>);</div><div class="line"><a name="l00235"></a><span class="lineno">  235</span>&#160;        <span class="keywordflow">return</span> <span class="keyword">true</span>;</div><div class="line"><a name="l00236"></a><span class="lineno">  236</span>&#160;    }</div><div class="line"><a name="l00237"></a><span class="lineno">  237</span>&#160;</div><div class="line"><a name="l00238"></a><span class="lineno">  238</span>&#160;    <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00239"></a><span class="lineno">  239</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a45cde9abb508c62d67c3bb2b9bf566a5"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a45cde9abb508c62d67c3bb2b9bf566a5">arm_compute::test::validation::shape</a></div><div class="ttdeci">shape</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_2_convolution_8cpp_source.xhtml#l00119">Convolution.cpp:119</a></div></div>
 <div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a096668313a9a819d54a2e65ec21ff0cc"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">arm_compute::test::validation::info</a></div><div class="ttdeci">src info() -&gt; set_format(Format::S16)</div></div>
 </div><!-- fragment -->
 </div>
@@ -15230,7 +15327,7 @@
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00245">245</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</a>.</p>
 
 <p>References <a class="el" href="_fixed_point_8inl_source.xhtml#l00165">smul_qs16()</a>, and <a class="el" href="_fixed_point_8inl_source.xhtml#l00130">ssub_qs16()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00246"></a><span class="lineno">  246</span>&#160;{</div><div class="line"><a name="l00247"></a><span class="lineno">  247</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a> shift = 16 - (fixed_point_position + (__builtin_clz(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>) - 16));</div><div class="line"><a name="l00248"></a><span class="lineno">  248</span>&#160;</div><div class="line"><a name="l00249"></a><span class="lineno">  249</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a> const_three = (3 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l00250"></a><span class="lineno">  250</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a>       temp        = shift &lt; 0 ? (<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a> &lt;&lt; -shift) : (<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a> &gt;&gt; shift);</div><div class="line"><a name="l00251"></a><span class="lineno">  251</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a>       x2          = temp;</div><div class="line"><a name="l00252"></a><span class="lineno">  252</span>&#160;</div><div class="line"><a name="l00253"></a><span class="lineno">  253</span>&#160;    <span class="comment">// We need three iterations to find the result</span></div><div class="line"><a name="l00254"></a><span class="lineno">  254</span>&#160;    <span class="keywordflow">for</span>(<span class="keywordtype">int</span> i = 0; i &lt; 3; ++i)</div><div class="line"><a name="l00255"></a><span class="lineno">  255</span>&#160;    {</div><div class="line"><a name="l00256"></a><span class="lineno">  256</span>&#160;        <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a> three_minus_dx = <a class="code" href="namespacearm__compute.xhtml#a70476eda2d46c943d572362fe2fc9d14">ssub_qs16</a>(const_three, <a class="code" href="namespacearm__compute.xhtml#a7e6eff2c8b93f18002c06059b7e5b79a">smul_qs16</a>(temp, <a class="code" href="namespacearm__compute.xhtml#a7e6eff2c8b93f18002c06059b7e5b79a">smul_qs16</a>(x2, x2, fixed_point_position), fixed_point_position));</div><div class="line"><a name="l00257"></a><span class="lineno">  257</span>&#160;        x2                      = <a class="code" href="namespacearm__compute.xhtml#a7e6eff2c8b93f18002c06059b7e5b79a">smul_qs16</a>(x2, three_minus_dx, fixed_point_position) &gt;&gt; 1;</div><div class="line"><a name="l00258"></a><span class="lineno">  258</span>&#160;    }</div><div class="line"><a name="l00259"></a><span class="lineno">  259</span>&#160;</div><div class="line"><a name="l00260"></a><span class="lineno">  260</span>&#160;    temp = shift &lt; 0 ? (x2 &lt;&lt; ((-shift) &gt;&gt; 1)) : (x2 &gt;&gt; (shift &gt;&gt; 1));</div><div class="line"><a name="l00261"></a><span class="lineno">  261</span>&#160;</div><div class="line"><a name="l00262"></a><span class="lineno">  262</span>&#160;    <span class="keywordflow">return</span> temp;</div><div class="line"><a name="l00263"></a><span class="lineno">  263</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00246"></a><span class="lineno">  246</span>&#160;{</div><div class="line"><a name="l00247"></a><span class="lineno">  247</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a> shift = 16 - (fixed_point_position + (__builtin_clz(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>) - 16));</div><div class="line"><a name="l00248"></a><span class="lineno">  248</span>&#160;</div><div class="line"><a name="l00249"></a><span class="lineno">  249</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a> const_three = (3 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l00250"></a><span class="lineno">  250</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a>       temp        = shift &lt; 0 ? (<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a> &lt;&lt; -shift) : (<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a> &gt;&gt; shift);</div><div class="line"><a name="l00251"></a><span class="lineno">  251</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a>       x2          = temp;</div><div class="line"><a name="l00252"></a><span class="lineno">  252</span>&#160;</div><div class="line"><a name="l00253"></a><span class="lineno">  253</span>&#160;    <span class="comment">// We need three iterations to find the result</span></div><div class="line"><a name="l00254"></a><span class="lineno">  254</span>&#160;    <span class="keywordflow">for</span>(<span class="keywordtype">int</span> i = 0; i &lt; 3; ++i)</div><div class="line"><a name="l00255"></a><span class="lineno">  255</span>&#160;    {</div><div class="line"><a name="l00256"></a><span class="lineno">  256</span>&#160;        <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a> three_minus_dx = <a class="code" href="namespacearm__compute.xhtml#a70476eda2d46c943d572362fe2fc9d14">ssub_qs16</a>(const_three, <a class="code" href="namespacearm__compute.xhtml#a7e6eff2c8b93f18002c06059b7e5b79a">smul_qs16</a>(temp, <a class="code" href="namespacearm__compute.xhtml#a7e6eff2c8b93f18002c06059b7e5b79a">smul_qs16</a>(x2, x2, fixed_point_position), fixed_point_position));</div><div class="line"><a name="l00257"></a><span class="lineno">  257</span>&#160;        x2                      = <a class="code" href="namespacearm__compute.xhtml#a7e6eff2c8b93f18002c06059b7e5b79a">smul_qs16</a>(x2, three_minus_dx, fixed_point_position) &gt;&gt; 1;</div><div class="line"><a name="l00258"></a><span class="lineno">  258</span>&#160;    }</div><div class="line"><a name="l00259"></a><span class="lineno">  259</span>&#160;</div><div class="line"><a name="l00260"></a><span class="lineno">  260</span>&#160;    temp = shift &lt; 0 ? (x2 &lt;&lt; ((-shift) &gt;&gt; 1)) : (x2 &gt;&gt; (shift &gt;&gt; 1));</div><div class="line"><a name="l00261"></a><span class="lineno">  261</span>&#160;</div><div class="line"><a name="l00262"></a><span class="lineno">  262</span>&#160;    <span class="keywordflow">return</span> temp;</div><div class="line"><a name="l00263"></a><span class="lineno">  263</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a7e6eff2c8b93f18002c06059b7e5b79a"><div class="ttname"><a href="namespacearm__compute.xhtml#a7e6eff2c8b93f18002c06059b7e5b79a">arm_compute::smul_qs16</a></div><div class="ttdeci">qint16_t smul_qs16(qint16_t a, qint16_t b, int fixed_point_position)</div><div class="ttdoc">16 bit fixed point scalar multiply </div><div class="ttdef"><b>Definition:</b> <a href="_fixed_point_8inl_source.xhtml#l00165">FixedPoint.inl:165</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a1521eea74b97de8f2df9304e44179400"><div class="ttname"><a href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">arm_compute::qint16_t</a></div><div class="ttdeci">int16_t qint16_t</div><div class="ttdoc">16 bit fixed point scalar value </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_fixed_point_8h_source.xhtml#l00030">FixedPoint.h:30</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a70476eda2d46c943d572362fe2fc9d14"><div class="ttname"><a href="namespacearm__compute.xhtml#a70476eda2d46c943d572362fe2fc9d14">arm_compute::ssub_qs16</a></div><div class="ttdeci">qint16_t ssub_qs16(qint16_t a, qint16_t b)</div><div class="ttdoc">16 bit fixed point scalar subtraction </div><div class="ttdef"><b>Definition:</b> <a href="_fixed_point_8inl_source.xhtml#l00130">FixedPoint.inl:130</a></div></div>
@@ -15284,7 +15381,7 @@
 <p>References <a class="el" href="_fixed_point_8inl_source.xhtml#l00153">smul_qs8()</a>, and <a class="el" href="_fixed_point_8inl_source.xhtml#l00125">ssub_qs8()</a>.</p>
 <div class="fragment"><div class="line"><a name="l00226"></a><span class="lineno">  226</span>&#160;{</div><div class="line"><a name="l00227"></a><span class="lineno">  227</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4c3f681c30c9398c45bc3cd5dc4f038a">qint8_t</a> shift = 8 - (fixed_point_position + (__builtin_clz(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>) - 24));</div><div class="line"><a name="l00228"></a><span class="lineno">  228</span>&#160;</div><div class="line"><a name="l00229"></a><span class="lineno">  229</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4c3f681c30c9398c45bc3cd5dc4f038a">qint8_t</a> const_three = (3 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l00230"></a><span class="lineno">  230</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4c3f681c30c9398c45bc3cd5dc4f038a">qint8_t</a>       temp        = shift &lt; 0 ? (<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a> &lt;&lt; -shift) : (<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a> &gt;&gt; shift);</div><div class="line"><a name="l00231"></a><span class="lineno">  231</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4c3f681c30c9398c45bc3cd5dc4f038a">qint8_t</a>       x2          = temp;</div><div class="line"><a name="l00232"></a><span class="lineno">  232</span>&#160;</div><div class="line"><a name="l00233"></a><span class="lineno">  233</span>&#160;    <span class="comment">// We need three iterations to find the result</span></div><div class="line"><a name="l00234"></a><span class="lineno">  234</span>&#160;    <span class="keywordflow">for</span>(<span class="keywordtype">int</span> i = 0; i &lt; 3; ++i)</div><div class="line"><a name="l00235"></a><span class="lineno">  235</span>&#160;    {</div><div class="line"><a name="l00236"></a><span class="lineno">  236</span>&#160;        <a class="code" href="namespacearm__compute.xhtml#a4c3f681c30c9398c45bc3cd5dc4f038a">qint8_t</a> three_minus_dx = <a class="code" href="namespacearm__compute.xhtml#ab97841950d268532e51f28a208ddafd4">ssub_qs8</a>(const_three, <a class="code" href="namespacearm__compute.xhtml#aec48f137adc904d648dd7eba0d828fab">smul_qs8</a>(temp, <a class="code" href="namespacearm__compute.xhtml#aec48f137adc904d648dd7eba0d828fab">smul_qs8</a>(x2, x2, fixed_point_position), fixed_point_position));</div><div class="line"><a name="l00237"></a><span class="lineno">  237</span>&#160;        x2                     = (<a class="code" href="namespacearm__compute.xhtml#aec48f137adc904d648dd7eba0d828fab">smul_qs8</a>(x2, three_minus_dx, fixed_point_position) &gt;&gt; 1);</div><div class="line"><a name="l00238"></a><span class="lineno">  238</span>&#160;    }</div><div class="line"><a name="l00239"></a><span class="lineno">  239</span>&#160;</div><div class="line"><a name="l00240"></a><span class="lineno">  240</span>&#160;    temp = shift &lt; 0 ? (x2 &lt;&lt; (-shift &gt;&gt; 1)) : (x2 &gt;&gt; (shift &gt;&gt; 1));</div><div class="line"><a name="l00241"></a><span class="lineno">  241</span>&#160;</div><div class="line"><a name="l00242"></a><span class="lineno">  242</span>&#160;    <span class="keywordflow">return</span> temp;</div><div class="line"><a name="l00243"></a><span class="lineno">  243</span>&#160;}</div><div class="ttc" id="namespacearm__compute_xhtml_aec48f137adc904d648dd7eba0d828fab"><div class="ttname"><a href="namespacearm__compute.xhtml#aec48f137adc904d648dd7eba0d828fab">arm_compute::smul_qs8</a></div><div class="ttdeci">qint8_t smul_qs8(qint8_t a, qint8_t b, int fixed_point_position)</div><div class="ttdoc">8 bit fixed point scalar multiply </div><div class="ttdef"><b>Definition:</b> <a href="_fixed_point_8inl_source.xhtml#l00153">FixedPoint.inl:153</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_ab97841950d268532e51f28a208ddafd4"><div class="ttname"><a href="namespacearm__compute.xhtml#ab97841950d268532e51f28a208ddafd4">arm_compute::ssub_qs8</a></div><div class="ttdeci">qint8_t ssub_qs8(qint8_t a, qint8_t b)</div><div class="ttdoc">8 bit fixed point scalar subtraction </div><div class="ttdef"><b>Definition:</b> <a href="_fixed_point_8inl_source.xhtml#l00125">FixedPoint.inl:125</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a4c3f681c30c9398c45bc3cd5dc4f038a"><div class="ttname"><a href="namespacearm__compute.xhtml#a4c3f681c30c9398c45bc3cd5dc4f038a">arm_compute::qint8_t</a></div><div class="ttdeci">int8_t qint8_t</div><div class="ttdoc">8 bit fixed point scalar value </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_fixed_point_8h_source.xhtml#l00029">FixedPoint.h:29</a></div></div>
 </div><!-- fragment -->
 </div>
@@ -15335,7 +15432,7 @@
 
 <p>References <a class="el" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29">A</a>, <a class="el" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571">B</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00093">sadd_qs16()</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00271">sdiv_qs16()</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00165">smul_qs16()</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00107">sqadd_qs16()</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00189">sqmul_qs16()</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00130">ssub_qs16()</a>, and <a class="el" href="reduction__operation_8cl_source.xhtml#l00052">sum()</a>.</p>
 <div class="fragment"><div class="line"><a name="l00357"></a><span class="lineno">  357</span>&#160;{</div><div class="line"><a name="l00358"></a><span class="lineno">  358</span>&#160;    <span class="comment">// Constants</span></div><div class="line"><a name="l00359"></a><span class="lineno">  359</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a> const_one = (1 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l00360"></a><span class="lineno">  360</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a> ln2       = (0x58B9 &gt;&gt; (7 - fixed_point_position));</div><div class="line"><a name="l00361"></a><span class="lineno">  361</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a> <a class="code" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29">A</a>         = (0x5C0F &gt;&gt; (7 - fixed_point_position - 1));</div><div class="line"><a name="l00362"></a><span class="lineno">  362</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a> <a class="code" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571">B</a>         = -(0x56AE &gt;&gt; (7 - fixed_point_position));</div><div class="line"><a name="l00363"></a><span class="lineno">  363</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a> C         = (0x2933 &gt;&gt; (7 - fixed_point_position));</div><div class="line"><a name="l00364"></a><span class="lineno">  364</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a> D         = -(0x0AA7 &gt;&gt; (7 - fixed_point_position));</div><div class="line"><a name="l00365"></a><span class="lineno">  365</span>&#160;</div><div class="line"><a name="l00366"></a><span class="lineno">  366</span>&#160;    <span class="keywordflow">if</span>((const_one == <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>) || (<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a> &lt; 0))</div><div class="line"><a name="l00367"></a><span class="lineno">  367</span>&#160;    {</div><div class="line"><a name="l00368"></a><span class="lineno">  368</span>&#160;        <span class="keywordflow">return</span> 0;</div><div class="line"><a name="l00369"></a><span class="lineno">  369</span>&#160;    }</div><div class="line"><a name="l00370"></a><span class="lineno">  370</span>&#160;    <span class="keywordflow">else</span> <span class="keywordflow">if</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a> &lt; const_one)</div><div class="line"><a name="l00371"></a><span class="lineno">  371</span>&#160;    {</div><div class="line"><a name="l00372"></a><span class="lineno">  372</span>&#160;        <span class="keywordflow">return</span> -<a class="code" href="namespacearm__compute.xhtml#ad45601a3c0f1d9f6210041651f4e2f4b">slog_qs16</a>(<a class="code" href="namespacearm__compute.xhtml#a62b21ae2dd27770147d5b7c265fa534c">sdiv_qs16</a>(const_one, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, fixed_point_position), fixed_point_position);</div><div class="line"><a name="l00373"></a><span class="lineno">  373</span>&#160;    }</div><div class="line"><a name="l00374"></a><span class="lineno">  374</span>&#160;</div><div class="line"><a name="l00375"></a><span class="lineno">  375</span>&#160;    <span class="comment">// Remove even powers of 2</span></div><div class="line"><a name="l00376"></a><span class="lineno">  376</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a> shift_val = 31 - __builtin_clz(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a> &gt;&gt; fixed_point_position);</div><div class="line"><a name="l00377"></a><span class="lineno">  377</span>&#160;    <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a> &gt;&gt;= shift_val;</div><div class="line"><a name="l00378"></a><span class="lineno">  378</span>&#160;    <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a> = <a class="code" href="namespacearm__compute.xhtml#a70476eda2d46c943d572362fe2fc9d14">ssub_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, const_one);</div><div class="line"><a name="l00379"></a><span class="lineno">  379</span>&#160;</div><div class="line"><a name="l00380"></a><span class="lineno">  380</span>&#160;    <span class="comment">// Polynomial expansion</span></div><div class="line"><a name="l00381"></a><span class="lineno">  381</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a> <a class="code" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">sum</a> = <a class="code" href="namespacearm__compute.xhtml#a45669fcc0f31fce521179510e85dcb62">sqadd_qs16</a>(<a class="code" href="namespacearm__compute.xhtml#a55c8a365b4242664f8c0f19e91bcee92">sqmul_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, D, fixed_point_position), C);</div><div class="line"><a name="l00382"></a><span class="lineno">  382</span>&#160;    sum          = <a class="code" href="namespacearm__compute.xhtml#a45669fcc0f31fce521179510e85dcb62">sqadd_qs16</a>(<a class="code" href="namespacearm__compute.xhtml#a55c8a365b4242664f8c0f19e91bcee92">sqmul_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, sum, fixed_point_position), B);</div><div class="line"><a name="l00383"></a><span class="lineno">  383</span>&#160;    sum          = <a class="code" href="namespacearm__compute.xhtml#a45669fcc0f31fce521179510e85dcb62">sqadd_qs16</a>(<a class="code" href="namespacearm__compute.xhtml#a55c8a365b4242664f8c0f19e91bcee92">sqmul_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, sum, fixed_point_position), A);</div><div class="line"><a name="l00384"></a><span class="lineno">  384</span>&#160;    sum          = <a class="code" href="namespacearm__compute.xhtml#a55c8a365b4242664f8c0f19e91bcee92">sqmul_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, sum, fixed_point_position);</div><div class="line"><a name="l00385"></a><span class="lineno">  385</span>&#160;</div><div class="line"><a name="l00386"></a><span class="lineno">  386</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute.xhtml#a7e6eff2c8b93f18002c06059b7e5b79a">smul_qs16</a>(<a class="code" href="namespacearm__compute.xhtml#ab30659aa2125bd5857547d424e601e34">sadd_qs16</a>(sum, shift_val &lt;&lt; fixed_point_position), ln2, fixed_point_position);</div><div class="line"><a name="l00387"></a><span class="lineno">  387</span>&#160;}</div><div class="ttc" id="namespacearm__compute_xhtml_a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29"><div class="ttname"><a href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29">arm_compute::Channel::A</a></div><div class="ttdoc">Alpha channel. </div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a62b21ae2dd27770147d5b7c265fa534c"><div class="ttname"><a href="namespacearm__compute.xhtml#a62b21ae2dd27770147d5b7c265fa534c">arm_compute::sdiv_qs16</a></div><div class="ttdeci">qint16_t sdiv_qs16(qint16_t a, qint16_t b, int fixed_point_position)</div><div class="ttdoc">16 bit fixed point scalar division </div><div class="ttdef"><b>Definition:</b> <a href="_fixed_point_8inl_source.xhtml#l00271">FixedPoint.inl:271</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571"><div class="ttname"><a href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571">arm_compute::Channel::B</a></div><div class="ttdoc">Blue channel. </div></div>
 <div class="ttc" id="reduction__operation_8cl_xhtml_ab0df00f5333da51860deb93deb44a782"><div class="ttname"><a href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">sum</a></div><div class="ttdeci">DATA_TYPE sum(__global const DATA_TYPE *input)</div><div class="ttdoc">Calculate sum of a vector. </div><div class="ttdef"><b>Definition:</b> <a href="reduction__operation_8cl_source.xhtml#l00052">reduction_operation.cl:52</a></div></div>
@@ -15397,7 +15494,7 @@
 <div class="fragment"><div class="line"><a name="l00324"></a><span class="lineno">  324</span>&#160;{</div><div class="line"><a name="l00325"></a><span class="lineno">  325</span>&#160;    <span class="comment">// Constants</span></div><div class="line"><a name="l00326"></a><span class="lineno">  326</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4c3f681c30c9398c45bc3cd5dc4f038a">qint8_t</a> const_one = (1 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l00327"></a><span class="lineno">  327</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4c3f681c30c9398c45bc3cd5dc4f038a">qint8_t</a> ln2       = (0x58 &gt;&gt; (7 - fixed_point_position));</div><div class="line"><a name="l00328"></a><span class="lineno">  328</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4c3f681c30c9398c45bc3cd5dc4f038a">qint8_t</a> <a class="code" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29">A</a>         = (0x5C &gt;&gt; (7 - fixed_point_position - 1));</div><div class="line"><a name="l00329"></a><span class="lineno">  329</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4c3f681c30c9398c45bc3cd5dc4f038a">qint8_t</a> <a class="code" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571">B</a>         = -(0x56 &gt;&gt; (7 - fixed_point_position));</div><div class="line"><a name="l00330"></a><span class="lineno">  330</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4c3f681c30c9398c45bc3cd5dc4f038a">qint8_t</a> C         = (0x29 &gt;&gt; (7 - fixed_point_position));</div><div class="line"><a name="l00331"></a><span class="lineno">  331</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4c3f681c30c9398c45bc3cd5dc4f038a">qint8_t</a> D         = -(0x0A &gt;&gt; (7 - fixed_point_position));</div><div class="line"><a name="l00332"></a><span class="lineno">  332</span>&#160;</div><div class="line"><a name="l00333"></a><span class="lineno">  333</span>&#160;    <span class="keywordflow">if</span>((const_one == <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>) || (<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a> &lt; 0))</div><div class="line"><a name="l00334"></a><span class="lineno">  334</span>&#160;    {</div><div class="line"><a name="l00335"></a><span class="lineno">  335</span>&#160;        <span class="keywordflow">return</span> 0;</div><div class="line"><a name="l00336"></a><span class="lineno">  336</span>&#160;    }</div><div class="line"><a name="l00337"></a><span class="lineno">  337</span>&#160;    <span class="keywordflow">else</span> <span class="keywordflow">if</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a> &lt; const_one)</div><div class="line"><a name="l00338"></a><span class="lineno">  338</span>&#160;    {</div><div class="line"><a name="l00339"></a><span class="lineno">  339</span>&#160;        <span class="keywordflow">return</span> -<a class="code" href="namespacearm__compute.xhtml#a596a7e3c63f80e67ea7cb713e8fc9992">slog_qs8</a>(<a class="code" href="namespacearm__compute.xhtml#ae39636f0e83dd3b854b89181a230216f">sdiv_qs8</a>(const_one, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, fixed_point_position), fixed_point_position);</div><div class="line"><a name="l00340"></a><span class="lineno">  340</span>&#160;    }</div><div class="line"><a name="l00341"></a><span class="lineno">  341</span>&#160;</div><div class="line"><a name="l00342"></a><span class="lineno">  342</span>&#160;    <span class="comment">// Remove even powers of 2</span></div><div class="line"><a name="l00343"></a><span class="lineno">  343</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4c3f681c30c9398c45bc3cd5dc4f038a">qint8_t</a> shift_val = 31 - __builtin_clz(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a> &gt;&gt; fixed_point_position);</div><div class="line"><a name="l00344"></a><span class="lineno">  344</span>&#160;    <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a> &gt;&gt;= shift_val;</div><div class="line"><a name="l00345"></a><span class="lineno">  345</span>&#160;    <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a> = <a class="code" href="namespacearm__compute.xhtml#ab97841950d268532e51f28a208ddafd4">ssub_qs8</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, const_one);</div><div class="line"><a name="l00346"></a><span class="lineno">  346</span>&#160;</div><div class="line"><a name="l00347"></a><span class="lineno">  347</span>&#160;    <span class="comment">// Polynomial expansion</span></div><div class="line"><a name="l00348"></a><span class="lineno">  348</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4c3f681c30c9398c45bc3cd5dc4f038a">qint8_t</a> <a class="code" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">sum</a> = <a class="code" href="namespacearm__compute.xhtml#a532d90e007d0cb6f3d43107229c40c32">sqadd_qs8</a>(<a class="code" href="namespacearm__compute.xhtml#af0b73b0c4980a551d7cd4edec43ffd92">sqmul_qs8</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, D, fixed_point_position), C);</div><div class="line"><a name="l00349"></a><span class="lineno">  349</span>&#160;    sum         = <a class="code" href="namespacearm__compute.xhtml#a532d90e007d0cb6f3d43107229c40c32">sqadd_qs8</a>(<a class="code" href="namespacearm__compute.xhtml#af0b73b0c4980a551d7cd4edec43ffd92">sqmul_qs8</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, sum, fixed_point_position), B);</div><div class="line"><a name="l00350"></a><span class="lineno">  350</span>&#160;    sum         = <a class="code" href="namespacearm__compute.xhtml#a532d90e007d0cb6f3d43107229c40c32">sqadd_qs8</a>(<a class="code" href="namespacearm__compute.xhtml#af0b73b0c4980a551d7cd4edec43ffd92">sqmul_qs8</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, sum, fixed_point_position), A);</div><div class="line"><a name="l00351"></a><span class="lineno">  351</span>&#160;    sum         = <a class="code" href="namespacearm__compute.xhtml#af0b73b0c4980a551d7cd4edec43ffd92">sqmul_qs8</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, sum, fixed_point_position);</div><div class="line"><a name="l00352"></a><span class="lineno">  352</span>&#160;</div><div class="line"><a name="l00353"></a><span class="lineno">  353</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute.xhtml#aec48f137adc904d648dd7eba0d828fab">smul_qs8</a>(<a class="code" href="namespacearm__compute.xhtml#aa8cee074ec68e2ae7830a9472efd8429">sadd_qs8</a>(sum, shift_val &lt;&lt; fixed_point_position), ln2, fixed_point_position);</div><div class="line"><a name="l00354"></a><span class="lineno">  354</span>&#160;}</div><div class="ttc" id="namespacearm__compute_xhtml_a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29"><div class="ttname"><a href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29">arm_compute::Channel::A</a></div><div class="ttdoc">Alpha channel. </div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_aec48f137adc904d648dd7eba0d828fab"><div class="ttname"><a href="namespacearm__compute.xhtml#aec48f137adc904d648dd7eba0d828fab">arm_compute::smul_qs8</a></div><div class="ttdeci">qint8_t smul_qs8(qint8_t a, qint8_t b, int fixed_point_position)</div><div class="ttdoc">8 bit fixed point scalar multiply </div><div class="ttdef"><b>Definition:</b> <a href="_fixed_point_8inl_source.xhtml#l00153">FixedPoint.inl:153</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_ab97841950d268532e51f28a208ddafd4"><div class="ttname"><a href="namespacearm__compute.xhtml#ab97841950d268532e51f28a208ddafd4">arm_compute::ssub_qs8</a></div><div class="ttdeci">qint8_t ssub_qs8(qint8_t a, qint8_t b)</div><div class="ttdoc">8 bit fixed point scalar subtraction </div><div class="ttdef"><b>Definition:</b> <a href="_fixed_point_8inl_source.xhtml#l00125">FixedPoint.inl:125</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571"><div class="ttname"><a href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571">arm_compute::Channel::B</a></div><div class="ttdoc">Blue channel. </div></div>
 <div class="ttc" id="reduction__operation_8cl_xhtml_ab0df00f5333da51860deb93deb44a782"><div class="ttname"><a href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">sum</a></div><div class="ttdeci">DATA_TYPE sum(__global const DATA_TYPE *input)</div><div class="ttdoc">Calculate sum of a vector. </div><div class="ttdef"><b>Definition:</b> <a href="reduction__operation_8cl_source.xhtml#l00052">reduction_operation.cl:52</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_aa8cee074ec68e2ae7830a9472efd8429"><div class="ttname"><a href="namespacearm__compute.xhtml#aa8cee074ec68e2ae7830a9472efd8429">arm_compute::sadd_qs8</a></div><div class="ttdeci">qint8_t sadd_qs8(qint8_t a, qint8_t b)</div><div class="ttdoc">8 bit fixed point scalar add </div><div class="ttdef"><b>Definition:</b> <a href="_fixed_point_8inl_source.xhtml#l00088">FixedPoint.inl:88</a></div></div>
@@ -15460,13 +15557,13 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00165">165</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</a>.</p>
 
-<p>References <a class="el" href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">arm_compute::test::validation::a</a>.</p>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">arm_compute::test::validation::a</a>.</p>
 
 <p>Referenced by <a class="el" href="_fixed_point_8inl_source.xhtml#l00245">sinvsqrt_qs16()</a>, and <a class="el" href="_fixed_point_8inl_source.xhtml#l00356">slog_qs16()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00166"></a><span class="lineno">  166</span>&#160;{</div><div class="line"><a name="l00167"></a><span class="lineno">  167</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#aa06c95f9976f3729316d689b4419089f">qint32_t</a> round_up_const = (1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00168"></a><span class="lineno">  168</span>&#160;</div><div class="line"><a name="l00169"></a><span class="lineno">  169</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#aa06c95f9976f3729316d689b4419089f">qint32_t</a> tmp = <span class="keyword">static_cast&lt;</span><a class="code" href="namespacearm__compute.xhtml#aa06c95f9976f3729316d689b4419089f">qint32_t</a><span class="keyword">&gt;</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>) * static_cast&lt;qint32_t&gt;(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00170"></a><span class="lineno">  170</span>&#160;</div><div class="line"><a name="l00171"></a><span class="lineno">  171</span>&#160;    <span class="comment">// Rounding up</span></div><div class="line"><a name="l00172"></a><span class="lineno">  172</span>&#160;    tmp += round_up_const;</div><div class="line"><a name="l00173"></a><span class="lineno">  173</span>&#160;</div><div class="line"><a name="l00174"></a><span class="lineno">  174</span>&#160;    <span class="keywordflow">return</span> <span class="keyword">static_cast&lt;</span><a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a><span class="keyword">&gt;</span>(tmp &gt;&gt; fixed_point_position);</div><div class="line"><a name="l00175"></a><span class="lineno">  175</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00166"></a><span class="lineno">  166</span>&#160;{</div><div class="line"><a name="l00167"></a><span class="lineno">  167</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#aa06c95f9976f3729316d689b4419089f">qint32_t</a> round_up_const = (1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00168"></a><span class="lineno">  168</span>&#160;</div><div class="line"><a name="l00169"></a><span class="lineno">  169</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#aa06c95f9976f3729316d689b4419089f">qint32_t</a> tmp = <span class="keyword">static_cast&lt;</span><a class="code" href="namespacearm__compute.xhtml#aa06c95f9976f3729316d689b4419089f">qint32_t</a><span class="keyword">&gt;</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>) * static_cast&lt;qint32_t&gt;(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00170"></a><span class="lineno">  170</span>&#160;</div><div class="line"><a name="l00171"></a><span class="lineno">  171</span>&#160;    <span class="comment">// Rounding up</span></div><div class="line"><a name="l00172"></a><span class="lineno">  172</span>&#160;    tmp += round_up_const;</div><div class="line"><a name="l00173"></a><span class="lineno">  173</span>&#160;</div><div class="line"><a name="l00174"></a><span class="lineno">  174</span>&#160;    <span class="keywordflow">return</span> <span class="keyword">static_cast&lt;</span><a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a><span class="keyword">&gt;</span>(tmp &gt;&gt; fixed_point_position);</div><div class="line"><a name="l00175"></a><span class="lineno">  175</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_aa06c95f9976f3729316d689b4419089f"><div class="ttname"><a href="namespacearm__compute.xhtml#aa06c95f9976f3729316d689b4419089f">arm_compute::qint32_t</a></div><div class="ttdeci">int32_t qint32_t</div><div class="ttdoc">32 bit fixed point scalar value </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_fixed_point_8h_source.xhtml#l00031">FixedPoint.h:31</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a1521eea74b97de8f2df9304e44179400"><div class="ttname"><a href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">arm_compute::qint16_t</a></div><div class="ttdeci">int16_t qint16_t</div><div class="ttdoc">16 bit fixed point scalar value </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_fixed_point_8h_source.xhtml#l00030">FixedPoint.h:30</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
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 </div>
 </div>
@@ -15521,13 +15618,13 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00153">153</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</a>.</p>
 
-<p>References <a class="el" href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">arm_compute::test::validation::a</a>.</p>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">arm_compute::test::validation::a</a>.</p>
 
 <p>Referenced by <a class="el" href="_fixed_point_8inl_source.xhtml#l00225">sinvsqrt_qs8()</a>, and <a class="el" href="_fixed_point_8inl_source.xhtml#l00323">slog_qs8()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00154"></a><span class="lineno">  154</span>&#160;{</div><div class="line"><a name="l00155"></a><span class="lineno">  155</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a> round_up_const = (1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00156"></a><span class="lineno">  156</span>&#160;</div><div class="line"><a name="l00157"></a><span class="lineno">  157</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a> tmp = <span class="keyword">static_cast&lt;</span><a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a><span class="keyword">&gt;</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>) * static_cast&lt;qint16_t&gt;(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00158"></a><span class="lineno">  158</span>&#160;</div><div class="line"><a name="l00159"></a><span class="lineno">  159</span>&#160;    <span class="comment">// Rounding up</span></div><div class="line"><a name="l00160"></a><span class="lineno">  160</span>&#160;    tmp += round_up_const;</div><div class="line"><a name="l00161"></a><span class="lineno">  161</span>&#160;</div><div class="line"><a name="l00162"></a><span class="lineno">  162</span>&#160;    <span class="keywordflow">return</span> <span class="keyword">static_cast&lt;</span><a class="code" href="namespacearm__compute.xhtml#a4c3f681c30c9398c45bc3cd5dc4f038a">qint8_t</a><span class="keyword">&gt;</span>(tmp &gt;&gt; fixed_point_position);</div><div class="line"><a name="l00163"></a><span class="lineno">  163</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00154"></a><span class="lineno">  154</span>&#160;{</div><div class="line"><a name="l00155"></a><span class="lineno">  155</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a> round_up_const = (1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00156"></a><span class="lineno">  156</span>&#160;</div><div class="line"><a name="l00157"></a><span class="lineno">  157</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a> tmp = <span class="keyword">static_cast&lt;</span><a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a><span class="keyword">&gt;</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>) * static_cast&lt;qint16_t&gt;(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00158"></a><span class="lineno">  158</span>&#160;</div><div class="line"><a name="l00159"></a><span class="lineno">  159</span>&#160;    <span class="comment">// Rounding up</span></div><div class="line"><a name="l00160"></a><span class="lineno">  160</span>&#160;    tmp += round_up_const;</div><div class="line"><a name="l00161"></a><span class="lineno">  161</span>&#160;</div><div class="line"><a name="l00162"></a><span class="lineno">  162</span>&#160;    <span class="keywordflow">return</span> <span class="keyword">static_cast&lt;</span><a class="code" href="namespacearm__compute.xhtml#a4c3f681c30c9398c45bc3cd5dc4f038a">qint8_t</a><span class="keyword">&gt;</span>(tmp &gt;&gt; fixed_point_position);</div><div class="line"><a name="l00163"></a><span class="lineno">  163</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a1521eea74b97de8f2df9304e44179400"><div class="ttname"><a href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">arm_compute::qint16_t</a></div><div class="ttdeci">int16_t qint16_t</div><div class="ttdoc">16 bit fixed point scalar value </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_fixed_point_8h_source.xhtml#l00030">FixedPoint.h:30</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a4c3f681c30c9398c45bc3cd5dc4f038a"><div class="ttname"><a href="namespacearm__compute.xhtml#a4c3f681c30c9398c45bc3cd5dc4f038a">arm_compute::qint8_t</a></div><div class="ttdeci">int8_t qint8_t</div><div class="ttdoc">8 bit fixed point scalar value </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_fixed_point_8h_source.xhtml#l00029">FixedPoint.h:29</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -15575,12 +15672,12 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00107">107</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</a>.</p>
 
-<p>References <a class="el" href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">arm_compute::test::validation::a</a>.</p>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">arm_compute::test::validation::a</a>.</p>
 
 <p>Referenced by <a class="el" href="_fixed_point_8inl_source.xhtml#l00356">slog_qs16()</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00300">sqexp_qs16()</a>, and <a class="el" href="_fixed_point_8inl_source.xhtml#l00071">sshr_qs16()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00108"></a><span class="lineno">  108</span>&#160;{</div><div class="line"><a name="l00109"></a><span class="lineno">  109</span>&#160;    <span class="comment">// We need to store the temporary result in qint32_t otherwise we cannot evaluate the overflow</span></div><div class="line"><a name="l00110"></a><span class="lineno">  110</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#aa06c95f9976f3729316d689b4419089f">qint32_t</a> tmp = (<span class="keyword">static_cast&lt;</span><a class="code" href="namespacearm__compute.xhtml#aa06c95f9976f3729316d689b4419089f">qint32_t</a><span class="keyword">&gt;</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>) + static_cast&lt;qint32_t&gt;(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>));</div><div class="line"><a name="l00111"></a><span class="lineno">  111</span>&#160;</div><div class="line"><a name="l00112"></a><span class="lineno">  112</span>&#160;    <span class="comment">// Saturate the result in case of overflow and cast to qint16_t</span></div><div class="line"><a name="l00113"></a><span class="lineno">  113</span>&#160;    <span class="keywordflow">return</span> saturate_convert&lt;qint32_t, qint16_t&gt;(tmp);</div><div class="line"><a name="l00114"></a><span class="lineno">  114</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00108"></a><span class="lineno">  108</span>&#160;{</div><div class="line"><a name="l00109"></a><span class="lineno">  109</span>&#160;    <span class="comment">// We need to store the temporary result in qint32_t otherwise we cannot evaluate the overflow</span></div><div class="line"><a name="l00110"></a><span class="lineno">  110</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#aa06c95f9976f3729316d689b4419089f">qint32_t</a> tmp = (<span class="keyword">static_cast&lt;</span><a class="code" href="namespacearm__compute.xhtml#aa06c95f9976f3729316d689b4419089f">qint32_t</a><span class="keyword">&gt;</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>) + static_cast&lt;qint32_t&gt;(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>));</div><div class="line"><a name="l00111"></a><span class="lineno">  111</span>&#160;</div><div class="line"><a name="l00112"></a><span class="lineno">  112</span>&#160;    <span class="comment">// Saturate the result in case of overflow and cast to qint16_t</span></div><div class="line"><a name="l00113"></a><span class="lineno">  113</span>&#160;    <span class="keywordflow">return</span> saturate_convert&lt;qint32_t, qint16_t&gt;(tmp);</div><div class="line"><a name="l00114"></a><span class="lineno">  114</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_aa06c95f9976f3729316d689b4419089f"><div class="ttname"><a href="namespacearm__compute.xhtml#aa06c95f9976f3729316d689b4419089f">arm_compute::qint32_t</a></div><div class="ttdeci">int32_t qint32_t</div><div class="ttdoc">32 bit fixed point scalar value </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_fixed_point_8h_source.xhtml#l00031">FixedPoint.h:31</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
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 </div>
 </div>
@@ -15628,10 +15725,10 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00116">116</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</a>.</p>
 
-<p>References <a class="el" href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">arm_compute::test::validation::a</a>.</p>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">arm_compute::test::validation::a</a>.</p>
 <div class="fragment"><div class="line"><a name="l00117"></a><span class="lineno">  117</span>&#160;{</div><div class="line"><a name="l00118"></a><span class="lineno">  118</span>&#160;    <span class="comment">// We need to store the temporary result in qint64_t otherwise we cannot evaluate the overflow</span></div><div class="line"><a name="l00119"></a><span class="lineno">  119</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#adc3be0bc3741b081217b2609abcf0333">qint64_t</a> tmp = (<span class="keyword">static_cast&lt;</span><a class="code" href="namespacearm__compute.xhtml#adc3be0bc3741b081217b2609abcf0333">qint64_t</a><span class="keyword">&gt;</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>) + static_cast&lt;qint64_t&gt;(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>));</div><div class="line"><a name="l00120"></a><span class="lineno">  120</span>&#160;</div><div class="line"><a name="l00121"></a><span class="lineno">  121</span>&#160;    <span class="comment">// Saturate the result in case of overflow and cast to qint32_t</span></div><div class="line"><a name="l00122"></a><span class="lineno">  122</span>&#160;    <span class="keywordflow">return</span> saturate_convert&lt;qint64_t, qint32_t&gt;(tmp);</div><div class="line"><a name="l00123"></a><span class="lineno">  123</span>&#160;}</div><div class="ttc" id="namespacearm__compute_xhtml_adc3be0bc3741b081217b2609abcf0333"><div class="ttname"><a href="namespacearm__compute.xhtml#adc3be0bc3741b081217b2609abcf0333">arm_compute::qint64_t</a></div><div class="ttdeci">int64_t qint64_t</div><div class="ttdoc">64 bit fixed point scalar value </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_fixed_point_8h_source.xhtml#l00032">FixedPoint.h:32</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -15679,12 +15776,12 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00098">98</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</a>.</p>
 
-<p>References <a class="el" href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">arm_compute::test::validation::a</a>.</p>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">arm_compute::test::validation::a</a>.</p>
 
 <p>Referenced by <a class="el" href="_fixed_point_8inl_source.xhtml#l00323">slog_qs8()</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00277">sqexp_qs8()</a>, and <a class="el" href="_fixed_point_8inl_source.xhtml#l00064">sshr_qs8()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00099"></a><span class="lineno">   99</span>&#160;{</div><div class="line"><a name="l00100"></a><span class="lineno">  100</span>&#160;    <span class="comment">// We need to store the temporary result in qint16_t otherwise we cannot evaluate the overflow</span></div><div class="line"><a name="l00101"></a><span class="lineno">  101</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a> tmp = (<span class="keyword">static_cast&lt;</span><a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a><span class="keyword">&gt;</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>) + static_cast&lt;qint16_t&gt;(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>));</div><div class="line"><a name="l00102"></a><span class="lineno">  102</span>&#160;</div><div class="line"><a name="l00103"></a><span class="lineno">  103</span>&#160;    <span class="comment">// Saturate the result in case of overflow and cast to qint8_t</span></div><div class="line"><a name="l00104"></a><span class="lineno">  104</span>&#160;    <span class="keywordflow">return</span> saturate_convert&lt;qint16_t, qint8_t&gt;(tmp);</div><div class="line"><a name="l00105"></a><span class="lineno">  105</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00099"></a><span class="lineno">   99</span>&#160;{</div><div class="line"><a name="l00100"></a><span class="lineno">  100</span>&#160;    <span class="comment">// We need to store the temporary result in qint16_t otherwise we cannot evaluate the overflow</span></div><div class="line"><a name="l00101"></a><span class="lineno">  101</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a> tmp = (<span class="keyword">static_cast&lt;</span><a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a><span class="keyword">&gt;</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>) + static_cast&lt;qint16_t&gt;(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>));</div><div class="line"><a name="l00102"></a><span class="lineno">  102</span>&#160;</div><div class="line"><a name="l00103"></a><span class="lineno">  103</span>&#160;    <span class="comment">// Saturate the result in case of overflow and cast to qint8_t</span></div><div class="line"><a name="l00104"></a><span class="lineno">  104</span>&#160;    <span class="keywordflow">return</span> saturate_convert&lt;qint16_t, qint8_t&gt;(tmp);</div><div class="line"><a name="l00105"></a><span class="lineno">  105</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a1521eea74b97de8f2df9304e44179400"><div class="ttname"><a href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">arm_compute::qint16_t</a></div><div class="ttdeci">int16_t qint16_t</div><div class="ttdoc">16 bit fixed point scalar value </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_fixed_point_8h_source.xhtml#l00030">FixedPoint.h:30</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -15739,7 +15836,7 @@
 <p>Referenced by <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00135">QuantizationInfo::quantize()</a>.</p>
 <div class="fragment"><div class="line"><a name="l00030"></a><span class="lineno">   30</span>&#160;{</div><div class="line"><a name="l00031"></a><span class="lineno">   31</span>&#160;    <span class="keywordtype">int</span> quantized = <a class="code" href="namespacearm__compute.xhtml#a6452ac376d4adb94d93a93d678bb6757">arm_compute::round</a>(<a class="code" href="hwc_8hpp.xhtml#a0f61d63b009d0880a89c843bd50d8d76">value</a> / <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#acec6d8ad52a28972fa74e071c1a63b6a">scale</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a60ad1078faeaf3f59266d69ad937339f">rounding_policy</a>) + <a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>;</div><div class="line"><a name="l00032"></a><span class="lineno">   32</span>&#160;    quantized     = <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ad91bb73431b4de1f4946ed949d444849">std::max</a>(0, <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#aabcf39e3917f842dbc5fbb0d802f24d5">std::min</a>(quantized, 255));</div><div class="line"><a name="l00033"></a><span class="lineno">   33</span>&#160;    <span class="keywordflow">return</span> quantized;</div><div class="line"><a name="l00034"></a><span class="lineno">   34</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail_xhtml_aabcf39e3917f842dbc5fbb0d802f24d5"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#aabcf39e3917f842dbc5fbb0d802f24d5">arm_compute::test::fixed_point_arithmetic::detail::min</a></div><div class="ttdeci">fixed_point&lt; T &gt; min(fixed_point&lt; T &gt; x, fixed_point&lt; T &gt; y)</div><div class="ttdef"><b>Definition:</b> <a href="tests_2validation_2_fixed_point_8h_source.xhtml#l00884">FixedPoint.h:884</a></div></div>
 <div class="ttc" id="helpers_8h_xhtml_a009469e4d9b8fce3b6d5e97d2077827d"><div class="ttname"><a href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a></div><div class="ttdeci">__global uchar * offset(const Image *img, int x, int y)</div><div class="ttdoc">Get the pointer position of a Image. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00301">helpers.h:301</a></div></div>
-<div class="ttc" id="hwc_8hpp_xhtml_a0f61d63b009d0880a89c843bd50d8d76"><div class="ttname"><a href="hwc_8hpp.xhtml#a0f61d63b009d0880a89c843bd50d8d76">value</a></div><div class="ttdeci">void * value</div><div class="ttdef"><b>Definition:</b> <a href="hwc_8hpp_source.xhtml#l00269">hwc.hpp:269</a></div></div>
+<div class="ttc" id="hwc_8hpp_xhtml_a0f61d63b009d0880a89c843bd50d8d76"><div class="ttname"><a href="hwc_8hpp.xhtml#a0f61d63b009d0880a89c843bd50d8d76">value</a></div><div class="ttdeci">void * value</div><div class="ttdef"><b>Definition:</b> <a href="hwc_8hpp_source.xhtml#l00278">hwc.hpp:278</a></div></div>
 <div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_acec6d8ad52a28972fa74e071c1a63b6a"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#acec6d8ad52a28972fa74e071c1a63b6a">arm_compute::test::validation::scale</a></div><div class="ttdeci">scale</div><div class="ttdef"><b>Definition:</b> <a href="_n_e_o_n_2_pixel_wise_multiplication_8cpp_source.xhtml#l00176">PixelWiseMultiplication.cpp:176</a></div></div>
 <div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a60ad1078faeaf3f59266d69ad937339f"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a60ad1078faeaf3f59266d69ad937339f">arm_compute::test::validation::rounding_policy</a></div><div class="ttdeci">rounding_policy</div><div class="ttdef"><b>Definition:</b> <a href="_n_e_o_n_2_pixel_wise_multiplication_8cpp_source.xhtml#l00176">PixelWiseMultiplication.cpp:176</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a6452ac376d4adb94d93a93d678bb6757"><div class="ttname"><a href="namespacearm__compute.xhtml#a6452ac376d4adb94d93a93d678bb6757">arm_compute::round</a></div><div class="ttdeci">int round(float x, RoundingPolicy rounding_policy)</div><div class="ttdoc">Return a rounded value of x. </div></div>
@@ -15790,7 +15887,7 @@
 <dl class="section return"><dt>Returns</dt><dd>The result of the conversion float -&gt; 16 bit fixed point </dd></dl>
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00405">405</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</a>.</p>
-<div class="fragment"><div class="line"><a name="l00406"></a><span class="lineno">  406</span>&#160;{</div><div class="line"><a name="l00407"></a><span class="lineno">  407</span>&#160;    <span class="comment">// round_nearest_integer(a * 2^(fixed_point_position))</span></div><div class="line"><a name="l00408"></a><span class="lineno">  408</span>&#160;    <span class="keywordflow">return</span> saturate_convert&lt;float, qint16_t&gt;(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a> * (1 &lt;&lt; fixed_point_position) + ((<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a> &gt;= 0) ? 0.5 : -0.5));</div><div class="line"><a name="l00409"></a><span class="lineno">  409</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00406"></a><span class="lineno">  406</span>&#160;{</div><div class="line"><a name="l00407"></a><span class="lineno">  407</span>&#160;    <span class="comment">// round_nearest_integer(a * 2^(fixed_point_position))</span></div><div class="line"><a name="l00408"></a><span class="lineno">  408</span>&#160;    <span class="keywordflow">return</span> saturate_convert&lt;float, qint16_t&gt;(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a> * (1 &lt;&lt; fixed_point_position) + ((<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a> &gt;= 0) ? 0.5 : -0.5));</div><div class="line"><a name="l00409"></a><span class="lineno">  409</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
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@@ -15837,7 +15934,7 @@
 <dl class="section return"><dt>Returns</dt><dd>The result of the conversion float -&gt; 8 bit fixed point </dd></dl>
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00394">394</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</a>.</p>
-<div class="fragment"><div class="line"><a name="l00395"></a><span class="lineno">  395</span>&#160;{</div><div class="line"><a name="l00396"></a><span class="lineno">  396</span>&#160;    <span class="comment">// round_nearest_integer(a * 2^(fixed_point_position))</span></div><div class="line"><a name="l00397"></a><span class="lineno">  397</span>&#160;    <span class="keywordflow">return</span> saturate_convert&lt;float, qint8_t&gt;(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a> * (1 &lt;&lt; fixed_point_position) + ((<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a> &gt;= 0) ? 0.5 : -0.5));</div><div class="line"><a name="l00398"></a><span class="lineno">  398</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00395"></a><span class="lineno">  395</span>&#160;{</div><div class="line"><a name="l00396"></a><span class="lineno">  396</span>&#160;    <span class="comment">// round_nearest_integer(a * 2^(fixed_point_position))</span></div><div class="line"><a name="l00397"></a><span class="lineno">  397</span>&#160;    <span class="keywordflow">return</span> saturate_convert&lt;float, qint8_t&gt;(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a> * (1 &lt;&lt; fixed_point_position) + ((<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a> &gt;= 0) ? 0.5 : -0.5));</div><div class="line"><a name="l00398"></a><span class="lineno">  398</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
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@@ -15885,17 +15982,17 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00300">300</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</a>.</p>
 
-<p>References <a class="el" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29">A</a>, <a class="el" href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00109">arm_compute::test::validation::alpha</a>, <a class="el" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571">B</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00083">sabs_qs16()</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00107">sqadd_qs16()</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00189">sqmul_qs16()</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00056">sqshl_qs16()</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00144">sqsub_qs16()</a>, and <a class="el" href="reduction__operation_8cl_source.xhtml#l00052">sum()</a>.</p>
+<p>References <a class="el" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29">A</a>, <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00112">arm_compute::test::validation::alpha</a>, <a class="el" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571">B</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00083">sabs_qs16()</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00107">sqadd_qs16()</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00189">sqmul_qs16()</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00056">sqshl_qs16()</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00144">sqsub_qs16()</a>, and <a class="el" href="reduction__operation_8cl_source.xhtml#l00052">sum()</a>.</p>
 <div class="fragment"><div class="line"><a name="l00301"></a><span class="lineno">  301</span>&#160;{</div><div class="line"><a name="l00302"></a><span class="lineno">  302</span>&#160;    <span class="comment">// Constants</span></div><div class="line"><a name="l00303"></a><span class="lineno">  303</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a> const_one = (1 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l00304"></a><span class="lineno">  304</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a> ln2       = ((0x58B9 &gt;&gt; (14 - fixed_point_position)) + 1) &gt;&gt; 1;</div><div class="line"><a name="l00305"></a><span class="lineno">  305</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a> inv_ln2   = (((0x38AA &gt;&gt; (14 - fixed_point_position)) + 1) &gt;&gt; 1) | const_one;</div><div class="line"><a name="l00306"></a><span class="lineno">  306</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a> <a class="code" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29">A</a>         = ((0x7FBA &gt;&gt; (14 - fixed_point_position)) + 1) &gt;&gt; 1;</div><div class="line"><a name="l00307"></a><span class="lineno">  307</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a> <a class="code" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571">B</a>         = ((0x3FE9 &gt;&gt; (14 - fixed_point_position)) + 1) &gt;&gt; 1;</div><div class="line"><a name="l00308"></a><span class="lineno">  308</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a> C         = ((0x1693 &gt;&gt; (14 - fixed_point_position)) + 1) &gt;&gt; 1;</div><div class="line"><a name="l00309"></a><span class="lineno">  309</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a> D         = ((0x0592 &gt;&gt; (14 - fixed_point_position)) + 1) &gt;&gt; 1;</div><div class="line"><a name="l00310"></a><span class="lineno">  310</span>&#160;</div><div class="line"><a name="l00311"></a><span class="lineno">  311</span>&#160;    <span class="comment">// Polynomial expansion</span></div><div class="line"><a name="l00312"></a><span class="lineno">  312</span>&#160;    <span class="keyword">const</span> <span class="keywordtype">int</span>      dec_a = (<a class="code" href="namespacearm__compute.xhtml#a55c8a365b4242664f8c0f19e91bcee92">sqmul_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, inv_ln2, fixed_point_position) &gt;&gt; fixed_point_position);</div><div class="line"><a name="l00313"></a><span class="lineno">  313</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">alpha</a> = <a class="code" href="namespacearm__compute.xhtml#a5d49ea329c81268d6e12031f6f13f1eb">sabs_qs16</a>(<a class="code" href="namespacearm__compute.xhtml#a217e5c603560d6f73971983c6d1572a1">sqsub_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute.xhtml#a55c8a365b4242664f8c0f19e91bcee92">sqmul_qs16</a>(ln2, <a class="code" href="namespacearm__compute.xhtml#a383b9d12f86c35ceed6dd5922439aa4c">sqshl_qs16</a>(dec_a, fixed_point_position), fixed_point_position)));</div><div class="line"><a name="l00314"></a><span class="lineno">  314</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a>       <a class="code" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">sum</a>   = <a class="code" href="namespacearm__compute.xhtml#a45669fcc0f31fce521179510e85dcb62">sqadd_qs16</a>(<a class="code" href="namespacearm__compute.xhtml#a55c8a365b4242664f8c0f19e91bcee92">sqmul_qs16</a>(alpha, D, fixed_point_position), C);</div><div class="line"><a name="l00315"></a><span class="lineno">  315</span>&#160;    sum                  = <a class="code" href="namespacearm__compute.xhtml#a45669fcc0f31fce521179510e85dcb62">sqadd_qs16</a>(<a class="code" href="namespacearm__compute.xhtml#a55c8a365b4242664f8c0f19e91bcee92">sqmul_qs16</a>(alpha, sum, fixed_point_position), B);</div><div class="line"><a name="l00316"></a><span class="lineno">  316</span>&#160;    sum                  = <a class="code" href="namespacearm__compute.xhtml#a45669fcc0f31fce521179510e85dcb62">sqadd_qs16</a>(<a class="code" href="namespacearm__compute.xhtml#a55c8a365b4242664f8c0f19e91bcee92">sqmul_qs16</a>(alpha, sum, fixed_point_position), A);</div><div class="line"><a name="l00317"></a><span class="lineno">  317</span>&#160;    sum                  = <a class="code" href="namespacearm__compute.xhtml#a55c8a365b4242664f8c0f19e91bcee92">sqmul_qs16</a>(alpha, sum, fixed_point_position);</div><div class="line"><a name="l00318"></a><span class="lineno">  318</span>&#160;    sum                  = <a class="code" href="namespacearm__compute.xhtml#a45669fcc0f31fce521179510e85dcb62">sqadd_qs16</a>(sum, const_one);</div><div class="line"><a name="l00319"></a><span class="lineno">  319</span>&#160;</div><div class="line"><a name="l00320"></a><span class="lineno">  320</span>&#160;    <span class="keywordflow">return</span> (dec_a &lt; 0) ? (sum &gt;&gt; -dec_a) : <a class="code" href="namespacearm__compute.xhtml#a383b9d12f86c35ceed6dd5922439aa4c">sqshl_qs16</a>(sum, dec_a);</div><div class="line"><a name="l00321"></a><span class="lineno">  321</span>&#160;}</div><div class="ttc" id="namespacearm__compute_xhtml_a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29"><div class="ttname"><a href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29">arm_compute::Channel::A</a></div><div class="ttdoc">Alpha channel. </div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a5d49ea329c81268d6e12031f6f13f1eb"><div class="ttname"><a href="namespacearm__compute.xhtml#a5d49ea329c81268d6e12031f6f13f1eb">arm_compute::sabs_qs16</a></div><div class="ttdeci">qint16_t sabs_qs16(qint16_t a)</div><div class="ttdoc">16 bit fixed point scalar absolute value </div><div class="ttdef"><b>Definition:</b> <a href="_fixed_point_8inl_source.xhtml#l00083">FixedPoint.inl:83</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571"><div class="ttname"><a href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571">arm_compute::Channel::B</a></div><div class="ttdoc">Blue channel. </div></div>
 <div class="ttc" id="reduction__operation_8cl_xhtml_ab0df00f5333da51860deb93deb44a782"><div class="ttname"><a href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">sum</a></div><div class="ttdeci">DATA_TYPE sum(__global const DATA_TYPE *input)</div><div class="ttdoc">Calculate sum of a vector. </div><div class="ttdef"><b>Definition:</b> <a href="reduction__operation_8cl_source.xhtml#l00052">reduction_operation.cl:52</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a383b9d12f86c35ceed6dd5922439aa4c"><div class="ttname"><a href="namespacearm__compute.xhtml#a383b9d12f86c35ceed6dd5922439aa4c">arm_compute::sqshl_qs16</a></div><div class="ttdeci">qint16_t sqshl_qs16(qint16_t a, int shift)</div><div class="ttdoc">16 bit fixed point scalar saturating shift left </div><div class="ttdef"><b>Definition:</b> <a href="_fixed_point_8inl_source.xhtml#l00056">FixedPoint.inl:56</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a1521eea74b97de8f2df9304e44179400"><div class="ttname"><a href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">arm_compute::qint16_t</a></div><div class="ttdeci">int16_t qint16_t</div><div class="ttdoc">16 bit fixed point scalar value </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_fixed_point_8h_source.xhtml#l00030">FixedPoint.h:30</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a45669fcc0f31fce521179510e85dcb62"><div class="ttname"><a href="namespacearm__compute.xhtml#a45669fcc0f31fce521179510e85dcb62">arm_compute::sqadd_qs16</a></div><div class="ttdeci">qint16_t sqadd_qs16(qint16_t a, qint16_t b)</div><div class="ttdoc">16 bit fixed point scalar saturating add </div><div class="ttdef"><b>Definition:</b> <a href="_fixed_point_8inl_source.xhtml#l00107">FixedPoint.inl:107</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a217e5c603560d6f73971983c6d1572a1"><div class="ttname"><a href="namespacearm__compute.xhtml#a217e5c603560d6f73971983c6d1572a1">arm_compute::sqsub_qs16</a></div><div class="ttdeci">qint16_t sqsub_qs16(qint16_t a, qint16_t b)</div><div class="ttdoc">16 bit fixed point scalar saturating subtraction </div><div class="ttdef"><b>Definition:</b> <a href="_fixed_point_8inl_source.xhtml#l00144">FixedPoint.inl:144</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a62197192f0fbf4e0675eb37be1c4c175"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">arm_compute::test::validation::alpha</a></div><div class="ttdeci">alpha</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00109">GEMM.cpp:109</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a62197192f0fbf4e0675eb37be1c4c175"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">arm_compute::test::validation::alpha</a></div><div class="ttdeci">alpha</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00112">GEMM.cpp:112</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a55c8a365b4242664f8c0f19e91bcee92"><div class="ttname"><a href="namespacearm__compute.xhtml#a55c8a365b4242664f8c0f19e91bcee92">arm_compute::sqmul_qs16</a></div><div class="ttdeci">qint16_t sqmul_qs16(qint16_t a, qint16_t b, int fixed_point_position)</div><div class="ttdoc">16 bit fixed point scalar saturating multiply </div><div class="ttdef"><b>Definition:</b> <a href="_fixed_point_8inl_source.xhtml#l00189">FixedPoint.inl:189</a></div></div>
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 </div>
@@ -15944,16 +16041,16 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00277">277</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</a>.</p>
 
-<p>References <a class="el" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29">A</a>, <a class="el" href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00109">arm_compute::test::validation::alpha</a>, <a class="el" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571">B</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00078">sabs_qs8()</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00098">sqadd_qs8()</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00177">sqmul_qs8()</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00048">sqshl_qs8()</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00135">sqsub_qs8()</a>, and <a class="el" href="reduction__operation_8cl_source.xhtml#l00052">sum()</a>.</p>
+<p>References <a class="el" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29">A</a>, <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00112">arm_compute::test::validation::alpha</a>, <a class="el" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571">B</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00078">sabs_qs8()</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00098">sqadd_qs8()</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00177">sqmul_qs8()</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00048">sqshl_qs8()</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00135">sqsub_qs8()</a>, and <a class="el" href="reduction__operation_8cl_source.xhtml#l00052">sum()</a>.</p>
 <div class="fragment"><div class="line"><a name="l00278"></a><span class="lineno">  278</span>&#160;{</div><div class="line"><a name="l00279"></a><span class="lineno">  279</span>&#160;    <span class="comment">// Constants</span></div><div class="line"><a name="l00280"></a><span class="lineno">  280</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4c3f681c30c9398c45bc3cd5dc4f038a">qint8_t</a> const_one = (1 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l00281"></a><span class="lineno">  281</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4c3f681c30c9398c45bc3cd5dc4f038a">qint8_t</a> ln2       = ((0x58 &gt;&gt; (6 - fixed_point_position)) + 1) &gt;&gt; 1;</div><div class="line"><a name="l00282"></a><span class="lineno">  282</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4c3f681c30c9398c45bc3cd5dc4f038a">qint8_t</a> inv_ln2   = (((0x38 &gt;&gt; (6 - fixed_point_position)) + 1) &gt;&gt; 1) | const_one;</div><div class="line"><a name="l00283"></a><span class="lineno">  283</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4c3f681c30c9398c45bc3cd5dc4f038a">qint8_t</a> <a class="code" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29">A</a>         = ((0x7F &gt;&gt; (6 - fixed_point_position)) + 1) &gt;&gt; 1;</div><div class="line"><a name="l00284"></a><span class="lineno">  284</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4c3f681c30c9398c45bc3cd5dc4f038a">qint8_t</a> <a class="code" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571">B</a>         = ((0x3F &gt;&gt; (6 - fixed_point_position)) + 1) &gt;&gt; 1;</div><div class="line"><a name="l00285"></a><span class="lineno">  285</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4c3f681c30c9398c45bc3cd5dc4f038a">qint8_t</a> C         = ((0x16 &gt;&gt; (6 - fixed_point_position)) + 1) &gt;&gt; 1;</div><div class="line"><a name="l00286"></a><span class="lineno">  286</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4c3f681c30c9398c45bc3cd5dc4f038a">qint8_t</a> D         = ((0x05 &gt;&gt; (6 - fixed_point_position)) + 1) &gt;&gt; 1;</div><div class="line"><a name="l00287"></a><span class="lineno">  287</span>&#160;</div><div class="line"><a name="l00288"></a><span class="lineno">  288</span>&#160;    <span class="comment">// Polynomial expansion</span></div><div class="line"><a name="l00289"></a><span class="lineno">  289</span>&#160;    <span class="keyword">const</span> <span class="keywordtype">int</span>     dec_a = (<a class="code" href="namespacearm__compute.xhtml#af0b73b0c4980a551d7cd4edec43ffd92">sqmul_qs8</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, inv_ln2, fixed_point_position) &gt;&gt; fixed_point_position);</div><div class="line"><a name="l00290"></a><span class="lineno">  290</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4c3f681c30c9398c45bc3cd5dc4f038a">qint8_t</a> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">alpha</a> = <a class="code" href="namespacearm__compute.xhtml#a43315c66c4d00207f70143233b189085">sabs_qs8</a>(<a class="code" href="namespacearm__compute.xhtml#ae74bbb6e25cc1b774428722b2faad00c">sqsub_qs8</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute.xhtml#af0b73b0c4980a551d7cd4edec43ffd92">sqmul_qs8</a>(ln2, <a class="code" href="namespacearm__compute.xhtml#a203882febb616f5468d1b63b60ffb331">sqshl_qs8</a>(dec_a, fixed_point_position), fixed_point_position)));</div><div class="line"><a name="l00291"></a><span class="lineno">  291</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4c3f681c30c9398c45bc3cd5dc4f038a">qint8_t</a>       <a class="code" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">sum</a>   = <a class="code" href="namespacearm__compute.xhtml#a532d90e007d0cb6f3d43107229c40c32">sqadd_qs8</a>(<a class="code" href="namespacearm__compute.xhtml#af0b73b0c4980a551d7cd4edec43ffd92">sqmul_qs8</a>(alpha, D, fixed_point_position), C);</div><div class="line"><a name="l00292"></a><span class="lineno">  292</span>&#160;    sum                 = <a class="code" href="namespacearm__compute.xhtml#a532d90e007d0cb6f3d43107229c40c32">sqadd_qs8</a>(<a class="code" href="namespacearm__compute.xhtml#af0b73b0c4980a551d7cd4edec43ffd92">sqmul_qs8</a>(alpha, sum, fixed_point_position), B);</div><div class="line"><a name="l00293"></a><span class="lineno">  293</span>&#160;    sum                 = <a class="code" href="namespacearm__compute.xhtml#a532d90e007d0cb6f3d43107229c40c32">sqadd_qs8</a>(<a class="code" href="namespacearm__compute.xhtml#af0b73b0c4980a551d7cd4edec43ffd92">sqmul_qs8</a>(alpha, sum, fixed_point_position), A);</div><div class="line"><a name="l00294"></a><span class="lineno">  294</span>&#160;    sum                 = <a class="code" href="namespacearm__compute.xhtml#af0b73b0c4980a551d7cd4edec43ffd92">sqmul_qs8</a>(alpha, sum, fixed_point_position);</div><div class="line"><a name="l00295"></a><span class="lineno">  295</span>&#160;    sum                 = <a class="code" href="namespacearm__compute.xhtml#a532d90e007d0cb6f3d43107229c40c32">sqadd_qs8</a>(sum, const_one);</div><div class="line"><a name="l00296"></a><span class="lineno">  296</span>&#160;</div><div class="line"><a name="l00297"></a><span class="lineno">  297</span>&#160;    <span class="keywordflow">return</span> (dec_a &lt; 0) ? (sum &gt;&gt; -dec_a) : <a class="code" href="namespacearm__compute.xhtml#a203882febb616f5468d1b63b60ffb331">sqshl_qs8</a>(sum, dec_a);</div><div class="line"><a name="l00298"></a><span class="lineno">  298</span>&#160;}</div><div class="ttc" id="namespacearm__compute_xhtml_a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29"><div class="ttname"><a href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29">arm_compute::Channel::A</a></div><div class="ttdoc">Alpha channel. </div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571"><div class="ttname"><a href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571">arm_compute::Channel::B</a></div><div class="ttdoc">Blue channel. </div></div>
 <div class="ttc" id="reduction__operation_8cl_xhtml_ab0df00f5333da51860deb93deb44a782"><div class="ttname"><a href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">sum</a></div><div class="ttdeci">DATA_TYPE sum(__global const DATA_TYPE *input)</div><div class="ttdoc">Calculate sum of a vector. </div><div class="ttdef"><b>Definition:</b> <a href="reduction__operation_8cl_source.xhtml#l00052">reduction_operation.cl:52</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a203882febb616f5468d1b63b60ffb331"><div class="ttname"><a href="namespacearm__compute.xhtml#a203882febb616f5468d1b63b60ffb331">arm_compute::sqshl_qs8</a></div><div class="ttdeci">qint8_t sqshl_qs8(qint8_t a, int shift)</div><div class="ttdoc">8 bit fixed point scalar saturating shift left </div><div class="ttdef"><b>Definition:</b> <a href="_fixed_point_8inl_source.xhtml#l00048">FixedPoint.inl:48</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_ae74bbb6e25cc1b774428722b2faad00c"><div class="ttname"><a href="namespacearm__compute.xhtml#ae74bbb6e25cc1b774428722b2faad00c">arm_compute::sqsub_qs8</a></div><div class="ttdeci">qint8_t sqsub_qs8(qint8_t a, qint8_t b)</div><div class="ttdoc">8 bit fixed point scalar saturating subtraction </div><div class="ttdef"><b>Definition:</b> <a href="_fixed_point_8inl_source.xhtml#l00135">FixedPoint.inl:135</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_af0b73b0c4980a551d7cd4edec43ffd92"><div class="ttname"><a href="namespacearm__compute.xhtml#af0b73b0c4980a551d7cd4edec43ffd92">arm_compute::sqmul_qs8</a></div><div class="ttdeci">qint8_t sqmul_qs8(qint8_t a, qint8_t b, int fixed_point_position)</div><div class="ttdoc">8 bit fixed point scalar saturating multiply </div><div class="ttdef"><b>Definition:</b> <a href="_fixed_point_8inl_source.xhtml#l00177">FixedPoint.inl:177</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a4c3f681c30c9398c45bc3cd5dc4f038a"><div class="ttname"><a href="namespacearm__compute.xhtml#a4c3f681c30c9398c45bc3cd5dc4f038a">arm_compute::qint8_t</a></div><div class="ttdeci">int8_t qint8_t</div><div class="ttdoc">8 bit fixed point scalar value </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_fixed_point_8h_source.xhtml#l00029">FixedPoint.h:29</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a62197192f0fbf4e0675eb37be1c4c175"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">arm_compute::test::validation::alpha</a></div><div class="ttdeci">alpha</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00109">GEMM.cpp:109</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a62197192f0fbf4e0675eb37be1c4c175"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">arm_compute::test::validation::alpha</a></div><div class="ttdeci">alpha</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00112">GEMM.cpp:112</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a43315c66c4d00207f70143233b189085"><div class="ttname"><a href="namespacearm__compute.xhtml#a43315c66c4d00207f70143233b189085">arm_compute::sabs_qs8</a></div><div class="ttdeci">qint8_t sabs_qs8(qint8_t a)</div><div class="ttdoc">8 bit fixed point scalar absolute value </div><div class="ttdef"><b>Definition:</b> <a href="_fixed_point_8inl_source.xhtml#l00078">FixedPoint.inl:78</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a532d90e007d0cb6f3d43107229c40c32"><div class="ttname"><a href="namespacearm__compute.xhtml#a532d90e007d0cb6f3d43107229c40c32">arm_compute::sqadd_qs8</a></div><div class="ttdeci">qint8_t sqadd_qs8(qint8_t a, qint8_t b)</div><div class="ttdoc">8 bit fixed point scalar saturating add </div><div class="ttdef"><b>Definition:</b> <a href="_fixed_point_8inl_source.xhtml#l00098">FixedPoint.inl:98</a></div></div>
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@@ -15992,8 +16089,8 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00411">411</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</a>.</p>
 
-<p>References <a class="el" href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">arm_compute::test::validation::a</a>.</p>
-<div class="fragment"><div class="line"><a name="l00412"></a><span class="lineno">  412</span>&#160;{</div><div class="line"><a name="l00413"></a><span class="lineno">  413</span>&#160;    <span class="comment">// Saturate the result in case of overflow and cast to qint8_t</span></div><div class="line"><a name="l00414"></a><span class="lineno">  414</span>&#160;    <span class="keywordflow">return</span> saturate_convert&lt;qint16_t, qint8_t&gt;(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l00415"></a><span class="lineno">  415</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">arm_compute::test::validation::a</a>.</p>
+<div class="fragment"><div class="line"><a name="l00412"></a><span class="lineno">  412</span>&#160;{</div><div class="line"><a name="l00413"></a><span class="lineno">  413</span>&#160;    <span class="comment">// Saturate the result in case of overflow and cast to qint8_t</span></div><div class="line"><a name="l00414"></a><span class="lineno">  414</span>&#160;    <span class="keywordflow">return</span> saturate_convert&lt;qint16_t, qint8_t&gt;(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l00415"></a><span class="lineno">  415</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -16030,8 +16127,8 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00417">417</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</a>.</p>
 
-<p>References <a class="el" href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">arm_compute::test::validation::a</a>.</p>
-<div class="fragment"><div class="line"><a name="l00418"></a><span class="lineno">  418</span>&#160;{</div><div class="line"><a name="l00419"></a><span class="lineno">  419</span>&#160;    <span class="comment">// Saturate the result in case of overflow and cast to qint16_t</span></div><div class="line"><a name="l00420"></a><span class="lineno">  420</span>&#160;    <span class="keywordflow">return</span> saturate_convert&lt;qint32_t, qint16_t&gt;(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l00421"></a><span class="lineno">  421</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">arm_compute::test::validation::a</a>.</p>
+<div class="fragment"><div class="line"><a name="l00418"></a><span class="lineno">  418</span>&#160;{</div><div class="line"><a name="l00419"></a><span class="lineno">  419</span>&#160;    <span class="comment">// Saturate the result in case of overflow and cast to qint16_t</span></div><div class="line"><a name="l00420"></a><span class="lineno">  420</span>&#160;    <span class="keywordflow">return</span> saturate_convert&lt;qint32_t, qint16_t&gt;(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l00421"></a><span class="lineno">  421</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -16086,12 +16183,12 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00189">189</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</a>.</p>
 
-<p>References <a class="el" href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">arm_compute::test::validation::a</a>.</p>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">arm_compute::test::validation::a</a>.</p>
 
 <p>Referenced by <a class="el" href="_fixed_point_8inl_source.xhtml#l00356">slog_qs16()</a>, and <a class="el" href="_fixed_point_8inl_source.xhtml#l00300">sqexp_qs16()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00190"></a><span class="lineno">  190</span>&#160;{</div><div class="line"><a name="l00191"></a><span class="lineno">  191</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#aa06c95f9976f3729316d689b4419089f">qint32_t</a> round_up_const = (1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00192"></a><span class="lineno">  192</span>&#160;</div><div class="line"><a name="l00193"></a><span class="lineno">  193</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#aa06c95f9976f3729316d689b4419089f">qint32_t</a> tmp = <span class="keyword">static_cast&lt;</span><a class="code" href="namespacearm__compute.xhtml#aa06c95f9976f3729316d689b4419089f">qint32_t</a><span class="keyword">&gt;</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>) * static_cast&lt;qint32_t&gt;(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00194"></a><span class="lineno">  194</span>&#160;</div><div class="line"><a name="l00195"></a><span class="lineno">  195</span>&#160;    <span class="comment">// Rounding up</span></div><div class="line"><a name="l00196"></a><span class="lineno">  196</span>&#160;    tmp += round_up_const;</div><div class="line"><a name="l00197"></a><span class="lineno">  197</span>&#160;</div><div class="line"><a name="l00198"></a><span class="lineno">  198</span>&#160;    <span class="keywordflow">return</span> saturate_convert&lt;qint32_t, qint16_t&gt;(tmp &gt;&gt; fixed_point_position);</div><div class="line"><a name="l00199"></a><span class="lineno">  199</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00190"></a><span class="lineno">  190</span>&#160;{</div><div class="line"><a name="l00191"></a><span class="lineno">  191</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#aa06c95f9976f3729316d689b4419089f">qint32_t</a> round_up_const = (1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00192"></a><span class="lineno">  192</span>&#160;</div><div class="line"><a name="l00193"></a><span class="lineno">  193</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#aa06c95f9976f3729316d689b4419089f">qint32_t</a> tmp = <span class="keyword">static_cast&lt;</span><a class="code" href="namespacearm__compute.xhtml#aa06c95f9976f3729316d689b4419089f">qint32_t</a><span class="keyword">&gt;</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>) * static_cast&lt;qint32_t&gt;(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00194"></a><span class="lineno">  194</span>&#160;</div><div class="line"><a name="l00195"></a><span class="lineno">  195</span>&#160;    <span class="comment">// Rounding up</span></div><div class="line"><a name="l00196"></a><span class="lineno">  196</span>&#160;    tmp += round_up_const;</div><div class="line"><a name="l00197"></a><span class="lineno">  197</span>&#160;</div><div class="line"><a name="l00198"></a><span class="lineno">  198</span>&#160;    <span class="keywordflow">return</span> saturate_convert&lt;qint32_t, qint16_t&gt;(tmp &gt;&gt; fixed_point_position);</div><div class="line"><a name="l00199"></a><span class="lineno">  199</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_aa06c95f9976f3729316d689b4419089f"><div class="ttname"><a href="namespacearm__compute.xhtml#aa06c95f9976f3729316d689b4419089f">arm_compute::qint32_t</a></div><div class="ttdeci">int32_t qint32_t</div><div class="ttdoc">32 bit fixed point scalar value </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_fixed_point_8h_source.xhtml#l00031">FixedPoint.h:31</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
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@@ -16146,12 +16243,12 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00177">177</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</a>.</p>
 
-<p>References <a class="el" href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">arm_compute::test::validation::a</a>.</p>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">arm_compute::test::validation::a</a>.</p>
 
 <p>Referenced by <a class="el" href="_fixed_point_8inl_source.xhtml#l00323">slog_qs8()</a>, and <a class="el" href="_fixed_point_8inl_source.xhtml#l00277">sqexp_qs8()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00178"></a><span class="lineno">  178</span>&#160;{</div><div class="line"><a name="l00179"></a><span class="lineno">  179</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a> round_up_const = (1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00180"></a><span class="lineno">  180</span>&#160;</div><div class="line"><a name="l00181"></a><span class="lineno">  181</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a> tmp = <span class="keyword">static_cast&lt;</span><a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a><span class="keyword">&gt;</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>) * static_cast&lt;qint16_t&gt;(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00182"></a><span class="lineno">  182</span>&#160;</div><div class="line"><a name="l00183"></a><span class="lineno">  183</span>&#160;    <span class="comment">// Rounding up</span></div><div class="line"><a name="l00184"></a><span class="lineno">  184</span>&#160;    tmp += round_up_const;</div><div class="line"><a name="l00185"></a><span class="lineno">  185</span>&#160;</div><div class="line"><a name="l00186"></a><span class="lineno">  186</span>&#160;    <span class="keywordflow">return</span> saturate_convert&lt;qint16_t, qint8_t&gt;(tmp &gt;&gt; fixed_point_position);</div><div class="line"><a name="l00187"></a><span class="lineno">  187</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00178"></a><span class="lineno">  178</span>&#160;{</div><div class="line"><a name="l00179"></a><span class="lineno">  179</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a> round_up_const = (1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00180"></a><span class="lineno">  180</span>&#160;</div><div class="line"><a name="l00181"></a><span class="lineno">  181</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a> tmp = <span class="keyword">static_cast&lt;</span><a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a><span class="keyword">&gt;</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>) * static_cast&lt;qint16_t&gt;(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00182"></a><span class="lineno">  182</span>&#160;</div><div class="line"><a name="l00183"></a><span class="lineno">  183</span>&#160;    <span class="comment">// Rounding up</span></div><div class="line"><a name="l00184"></a><span class="lineno">  184</span>&#160;    tmp += round_up_const;</div><div class="line"><a name="l00185"></a><span class="lineno">  185</span>&#160;</div><div class="line"><a name="l00186"></a><span class="lineno">  186</span>&#160;    <span class="keywordflow">return</span> saturate_convert&lt;qint16_t, qint8_t&gt;(tmp &gt;&gt; fixed_point_position);</div><div class="line"><a name="l00187"></a><span class="lineno">  187</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a1521eea74b97de8f2df9304e44179400"><div class="ttname"><a href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">arm_compute::qint16_t</a></div><div class="ttdeci">int16_t qint16_t</div><div class="ttdoc">16 bit fixed point scalar value </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_fixed_point_8h_source.xhtml#l00030">FixedPoint.h:30</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
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@@ -16206,10 +16303,10 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00213">213</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</a>.</p>
 
-<p>References <a class="el" href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">arm_compute::test::validation::a</a>.</p>
-<div class="fragment"><div class="line"><a name="l00214"></a><span class="lineno">  214</span>&#160;{</div><div class="line"><a name="l00215"></a><span class="lineno">  215</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#aa06c95f9976f3729316d689b4419089f">qint32_t</a> round_up_const = (1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00216"></a><span class="lineno">  216</span>&#160;</div><div class="line"><a name="l00217"></a><span class="lineno">  217</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#aa06c95f9976f3729316d689b4419089f">qint32_t</a> tmp = <span class="keyword">static_cast&lt;</span><a class="code" href="namespacearm__compute.xhtml#aa06c95f9976f3729316d689b4419089f">qint32_t</a><span class="keyword">&gt;</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>) * static_cast&lt;qint32_t&gt;(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00218"></a><span class="lineno">  218</span>&#160;</div><div class="line"><a name="l00219"></a><span class="lineno">  219</span>&#160;    <span class="comment">// Rounding up</span></div><div class="line"><a name="l00220"></a><span class="lineno">  220</span>&#160;    tmp += round_up_const;</div><div class="line"><a name="l00221"></a><span class="lineno">  221</span>&#160;</div><div class="line"><a name="l00222"></a><span class="lineno">  222</span>&#160;    <span class="keywordflow">return</span> tmp &gt;&gt; fixed_point_position;</div><div class="line"><a name="l00223"></a><span class="lineno">  223</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">arm_compute::test::validation::a</a>.</p>
+<div class="fragment"><div class="line"><a name="l00214"></a><span class="lineno">  214</span>&#160;{</div><div class="line"><a name="l00215"></a><span class="lineno">  215</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#aa06c95f9976f3729316d689b4419089f">qint32_t</a> round_up_const = (1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00216"></a><span class="lineno">  216</span>&#160;</div><div class="line"><a name="l00217"></a><span class="lineno">  217</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#aa06c95f9976f3729316d689b4419089f">qint32_t</a> tmp = <span class="keyword">static_cast&lt;</span><a class="code" href="namespacearm__compute.xhtml#aa06c95f9976f3729316d689b4419089f">qint32_t</a><span class="keyword">&gt;</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>) * static_cast&lt;qint32_t&gt;(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00218"></a><span class="lineno">  218</span>&#160;</div><div class="line"><a name="l00219"></a><span class="lineno">  219</span>&#160;    <span class="comment">// Rounding up</span></div><div class="line"><a name="l00220"></a><span class="lineno">  220</span>&#160;    tmp += round_up_const;</div><div class="line"><a name="l00221"></a><span class="lineno">  221</span>&#160;</div><div class="line"><a name="l00222"></a><span class="lineno">  222</span>&#160;    <span class="keywordflow">return</span> tmp &gt;&gt; fixed_point_position;</div><div class="line"><a name="l00223"></a><span class="lineno">  223</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_aa06c95f9976f3729316d689b4419089f"><div class="ttname"><a href="namespacearm__compute.xhtml#aa06c95f9976f3729316d689b4419089f">arm_compute::qint32_t</a></div><div class="ttdeci">int32_t qint32_t</div><div class="ttdoc">32 bit fixed point scalar value </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_fixed_point_8h_source.xhtml#l00031">FixedPoint.h:31</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
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@@ -16264,10 +16361,10 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00201">201</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</a>.</p>
 
-<p>References <a class="el" href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">arm_compute::test::validation::a</a>.</p>
-<div class="fragment"><div class="line"><a name="l00202"></a><span class="lineno">  202</span>&#160;{</div><div class="line"><a name="l00203"></a><span class="lineno">  203</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a> round_up_const = (1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00204"></a><span class="lineno">  204</span>&#160;</div><div class="line"><a name="l00205"></a><span class="lineno">  205</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a> tmp = <span class="keyword">static_cast&lt;</span><a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a><span class="keyword">&gt;</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>) * static_cast&lt;qint16_t&gt;(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00206"></a><span class="lineno">  206</span>&#160;</div><div class="line"><a name="l00207"></a><span class="lineno">  207</span>&#160;    <span class="comment">// Rounding up</span></div><div class="line"><a name="l00208"></a><span class="lineno">  208</span>&#160;    tmp += round_up_const;</div><div class="line"><a name="l00209"></a><span class="lineno">  209</span>&#160;</div><div class="line"><a name="l00210"></a><span class="lineno">  210</span>&#160;    <span class="keywordflow">return</span> tmp &gt;&gt; fixed_point_position;</div><div class="line"><a name="l00211"></a><span class="lineno">  211</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">arm_compute::test::validation::a</a>.</p>
+<div class="fragment"><div class="line"><a name="l00202"></a><span class="lineno">  202</span>&#160;{</div><div class="line"><a name="l00203"></a><span class="lineno">  203</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a> round_up_const = (1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00204"></a><span class="lineno">  204</span>&#160;</div><div class="line"><a name="l00205"></a><span class="lineno">  205</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a> tmp = <span class="keyword">static_cast&lt;</span><a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a><span class="keyword">&gt;</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>) * static_cast&lt;qint16_t&gt;(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00206"></a><span class="lineno">  206</span>&#160;</div><div class="line"><a name="l00207"></a><span class="lineno">  207</span>&#160;    <span class="comment">// Rounding up</span></div><div class="line"><a name="l00208"></a><span class="lineno">  208</span>&#160;    tmp += round_up_const;</div><div class="line"><a name="l00209"></a><span class="lineno">  209</span>&#160;</div><div class="line"><a name="l00210"></a><span class="lineno">  210</span>&#160;    <span class="keywordflow">return</span> tmp &gt;&gt; fixed_point_position;</div><div class="line"><a name="l00211"></a><span class="lineno">  211</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a1521eea74b97de8f2df9304e44179400"><div class="ttname"><a href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">arm_compute::qint16_t</a></div><div class="ttdeci">int16_t qint16_t</div><div class="ttdoc">16 bit fixed point scalar value </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_fixed_point_8h_source.xhtml#l00030">FixedPoint.h:30</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
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 </div>
 </div>
@@ -16315,10 +16412,10 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00056">56</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</a>.</p>
 
-<p>References <a class="el" href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">arm_compute::test::validation::a</a>.</p>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">arm_compute::test::validation::a</a>.</p>
 
 <p>Referenced by <a class="el" href="_fixed_point_8inl_source.xhtml#l00300">sqexp_qs16()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00057"></a><span class="lineno">   57</span>&#160;{</div><div class="line"><a name="l00058"></a><span class="lineno">   58</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#aa06c95f9976f3729316d689b4419089f">qint32_t</a> tmp = <span class="keyword">static_cast&lt;</span><a class="code" href="namespacearm__compute.xhtml#aa06c95f9976f3729316d689b4419089f">qint32_t</a><span class="keyword">&gt;</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>) &lt;&lt; shift;</div><div class="line"><a name="l00059"></a><span class="lineno">   59</span>&#160;</div><div class="line"><a name="l00060"></a><span class="lineno">   60</span>&#160;    <span class="comment">// Saturate the result in case of overflow and cast to qint16_t</span></div><div class="line"><a name="l00061"></a><span class="lineno">   61</span>&#160;    <span class="keywordflow">return</span> saturate_convert&lt;qint32_t, qint16_t&gt;(tmp);</div><div class="line"><a name="l00062"></a><span class="lineno">   62</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00057"></a><span class="lineno">   57</span>&#160;{</div><div class="line"><a name="l00058"></a><span class="lineno">   58</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#aa06c95f9976f3729316d689b4419089f">qint32_t</a> tmp = <span class="keyword">static_cast&lt;</span><a class="code" href="namespacearm__compute.xhtml#aa06c95f9976f3729316d689b4419089f">qint32_t</a><span class="keyword">&gt;</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>) &lt;&lt; shift;</div><div class="line"><a name="l00059"></a><span class="lineno">   59</span>&#160;</div><div class="line"><a name="l00060"></a><span class="lineno">   60</span>&#160;    <span class="comment">// Saturate the result in case of overflow and cast to qint16_t</span></div><div class="line"><a name="l00061"></a><span class="lineno">   61</span>&#160;    <span class="keywordflow">return</span> saturate_convert&lt;qint32_t, qint16_t&gt;(tmp);</div><div class="line"><a name="l00062"></a><span class="lineno">   62</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_aa06c95f9976f3729316d689b4419089f"><div class="ttname"><a href="namespacearm__compute.xhtml#aa06c95f9976f3729316d689b4419089f">arm_compute::qint32_t</a></div><div class="ttdeci">int32_t qint32_t</div><div class="ttdoc">32 bit fixed point scalar value </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_fixed_point_8h_source.xhtml#l00031">FixedPoint.h:31</a></div></div>
 </div><!-- fragment -->
 </div>
@@ -16367,10 +16464,10 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00048">48</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</a>.</p>
 
-<p>References <a class="el" href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">arm_compute::test::validation::a</a>.</p>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">arm_compute::test::validation::a</a>.</p>
 
 <p>Referenced by <a class="el" href="_fixed_point_8inl_source.xhtml#l00277">sqexp_qs8()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00049"></a><span class="lineno">   49</span>&#160;{</div><div class="line"><a name="l00050"></a><span class="lineno">   50</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a> tmp = <span class="keyword">static_cast&lt;</span><a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a><span class="keyword">&gt;</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>) &lt;&lt; shift;</div><div class="line"><a name="l00051"></a><span class="lineno">   51</span>&#160;</div><div class="line"><a name="l00052"></a><span class="lineno">   52</span>&#160;    <span class="comment">// Saturate the result in case of overflow and cast to qint8_t</span></div><div class="line"><a name="l00053"></a><span class="lineno">   53</span>&#160;    <span class="keywordflow">return</span> saturate_convert&lt;qint16_t, qint8_t&gt;(tmp);</div><div class="line"><a name="l00054"></a><span class="lineno">   54</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00049"></a><span class="lineno">   49</span>&#160;{</div><div class="line"><a name="l00050"></a><span class="lineno">   50</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a> tmp = <span class="keyword">static_cast&lt;</span><a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a><span class="keyword">&gt;</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>) &lt;&lt; shift;</div><div class="line"><a name="l00051"></a><span class="lineno">   51</span>&#160;</div><div class="line"><a name="l00052"></a><span class="lineno">   52</span>&#160;    <span class="comment">// Saturate the result in case of overflow and cast to qint8_t</span></div><div class="line"><a name="l00053"></a><span class="lineno">   53</span>&#160;    <span class="keywordflow">return</span> saturate_convert&lt;qint16_t, qint8_t&gt;(tmp);</div><div class="line"><a name="l00054"></a><span class="lineno">   54</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a1521eea74b97de8f2df9304e44179400"><div class="ttname"><a href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">arm_compute::qint16_t</a></div><div class="ttdeci">int16_t qint16_t</div><div class="ttdoc">16 bit fixed point scalar value </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_fixed_point_8h_source.xhtml#l00030">FixedPoint.h:30</a></div></div>
 </div><!-- fragment -->
 </div>
@@ -16419,12 +16516,12 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00144">144</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</a>.</p>
 
-<p>References <a class="el" href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">arm_compute::test::validation::a</a>.</p>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">arm_compute::test::validation::a</a>.</p>
 
 <p>Referenced by <a class="el" href="_fixed_point_8inl_source.xhtml#l00300">sqexp_qs16()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00145"></a><span class="lineno">  145</span>&#160;{</div><div class="line"><a name="l00146"></a><span class="lineno">  146</span>&#160;    <span class="comment">// We need to store the temporary result in qint32_t otherwise we cannot evaluate the overflow</span></div><div class="line"><a name="l00147"></a><span class="lineno">  147</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#aa06c95f9976f3729316d689b4419089f">qint32_t</a> tmp = <span class="keyword">static_cast&lt;</span><a class="code" href="namespacearm__compute.xhtml#aa06c95f9976f3729316d689b4419089f">qint32_t</a><span class="keyword">&gt;</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>) - static_cast&lt;qint32_t&gt;(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00148"></a><span class="lineno">  148</span>&#160;</div><div class="line"><a name="l00149"></a><span class="lineno">  149</span>&#160;    <span class="comment">// Saturate the result in case of overflow and cast to qint16_t</span></div><div class="line"><a name="l00150"></a><span class="lineno">  150</span>&#160;    <span class="keywordflow">return</span> saturate_convert&lt;qint32_t, qint16_t&gt;(tmp);</div><div class="line"><a name="l00151"></a><span class="lineno">  151</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00145"></a><span class="lineno">  145</span>&#160;{</div><div class="line"><a name="l00146"></a><span class="lineno">  146</span>&#160;    <span class="comment">// We need to store the temporary result in qint32_t otherwise we cannot evaluate the overflow</span></div><div class="line"><a name="l00147"></a><span class="lineno">  147</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#aa06c95f9976f3729316d689b4419089f">qint32_t</a> tmp = <span class="keyword">static_cast&lt;</span><a class="code" href="namespacearm__compute.xhtml#aa06c95f9976f3729316d689b4419089f">qint32_t</a><span class="keyword">&gt;</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>) - static_cast&lt;qint32_t&gt;(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00148"></a><span class="lineno">  148</span>&#160;</div><div class="line"><a name="l00149"></a><span class="lineno">  149</span>&#160;    <span class="comment">// Saturate the result in case of overflow and cast to qint16_t</span></div><div class="line"><a name="l00150"></a><span class="lineno">  150</span>&#160;    <span class="keywordflow">return</span> saturate_convert&lt;qint32_t, qint16_t&gt;(tmp);</div><div class="line"><a name="l00151"></a><span class="lineno">  151</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_aa06c95f9976f3729316d689b4419089f"><div class="ttname"><a href="namespacearm__compute.xhtml#aa06c95f9976f3729316d689b4419089f">arm_compute::qint32_t</a></div><div class="ttdeci">int32_t qint32_t</div><div class="ttdoc">32 bit fixed point scalar value </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_fixed_point_8h_source.xhtml#l00031">FixedPoint.h:31</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -16472,12 +16569,12 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00135">135</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</a>.</p>
 
-<p>References <a class="el" href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">arm_compute::test::validation::a</a>.</p>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">arm_compute::test::validation::a</a>.</p>
 
 <p>Referenced by <a class="el" href="_fixed_point_8inl_source.xhtml#l00277">sqexp_qs8()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00136"></a><span class="lineno">  136</span>&#160;{</div><div class="line"><a name="l00137"></a><span class="lineno">  137</span>&#160;    <span class="comment">// We need to store the temporary result in uint16_t otherwise we cannot evaluate the overflow</span></div><div class="line"><a name="l00138"></a><span class="lineno">  138</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a> tmp = <span class="keyword">static_cast&lt;</span><a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a><span class="keyword">&gt;</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>) - static_cast&lt;qint16_t&gt;(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00139"></a><span class="lineno">  139</span>&#160;</div><div class="line"><a name="l00140"></a><span class="lineno">  140</span>&#160;    <span class="comment">// Saturate the result in case of overflow and cast to qint8_t</span></div><div class="line"><a name="l00141"></a><span class="lineno">  141</span>&#160;    <span class="keywordflow">return</span> saturate_convert&lt;qint16_t, qint8_t&gt;(tmp);</div><div class="line"><a name="l00142"></a><span class="lineno">  142</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00136"></a><span class="lineno">  136</span>&#160;{</div><div class="line"><a name="l00137"></a><span class="lineno">  137</span>&#160;    <span class="comment">// We need to store the temporary result in uint16_t otherwise we cannot evaluate the overflow</span></div><div class="line"><a name="l00138"></a><span class="lineno">  138</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a> tmp = <span class="keyword">static_cast&lt;</span><a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a><span class="keyword">&gt;</span>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>) - static_cast&lt;qint16_t&gt;(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00139"></a><span class="lineno">  139</span>&#160;</div><div class="line"><a name="l00140"></a><span class="lineno">  140</span>&#160;    <span class="comment">// Saturate the result in case of overflow and cast to qint8_t</span></div><div class="line"><a name="l00141"></a><span class="lineno">  141</span>&#160;    <span class="keywordflow">return</span> saturate_convert&lt;qint16_t, qint8_t&gt;(tmp);</div><div class="line"><a name="l00142"></a><span class="lineno">  142</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a1521eea74b97de8f2df9304e44179400"><div class="ttname"><a href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">arm_compute::qint16_t</a></div><div class="ttdeci">int16_t qint16_t</div><div class="ttdoc">16 bit fixed point scalar value </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_fixed_point_8h_source.xhtml#l00030">FixedPoint.h:30</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -16526,7 +16623,7 @@
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00071">71</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</a>.</p>
 
 <p>References <a class="el" href="core_2_error_8h_source.xhtml#l00297">ARM_COMPUTE_ERROR_ON_MSG</a>, and <a class="el" href="_fixed_point_8inl_source.xhtml#l00107">sqadd_qs16()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00072"></a><span class="lineno">   72</span>&#160;{</div><div class="line"><a name="l00073"></a><span class="lineno">   73</span>&#160;    <a class="code" href="core_2_error_8h.xhtml#a5bbdcf574d3f5e412fa6a1117911e67b">ARM_COMPUTE_ERROR_ON_MSG</a>(shift == 0, <span class="stringliteral">&quot;Shift should not be zero&quot;</span>);</div><div class="line"><a name="l00074"></a><span class="lineno">   74</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a> round_val = 1 &lt;&lt; (shift - 1);</div><div class="line"><a name="l00075"></a><span class="lineno">   75</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute.xhtml#a45669fcc0f31fce521179510e85dcb62">sqadd_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, round_val) &gt;&gt; shift;</div><div class="line"><a name="l00076"></a><span class="lineno">   76</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00072"></a><span class="lineno">   72</span>&#160;{</div><div class="line"><a name="l00073"></a><span class="lineno">   73</span>&#160;    <a class="code" href="core_2_error_8h.xhtml#a5bbdcf574d3f5e412fa6a1117911e67b">ARM_COMPUTE_ERROR_ON_MSG</a>(shift == 0, <span class="stringliteral">&quot;Shift should not be zero&quot;</span>);</div><div class="line"><a name="l00074"></a><span class="lineno">   74</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a> round_val = 1 &lt;&lt; (shift - 1);</div><div class="line"><a name="l00075"></a><span class="lineno">   75</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute.xhtml#a45669fcc0f31fce521179510e85dcb62">sqadd_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, round_val) &gt;&gt; shift;</div><div class="line"><a name="l00076"></a><span class="lineno">   76</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a1521eea74b97de8f2df9304e44179400"><div class="ttname"><a href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">arm_compute::qint16_t</a></div><div class="ttdeci">int16_t qint16_t</div><div class="ttdoc">16 bit fixed point scalar value </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_fixed_point_8h_source.xhtml#l00030">FixedPoint.h:30</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a45669fcc0f31fce521179510e85dcb62"><div class="ttname"><a href="namespacearm__compute.xhtml#a45669fcc0f31fce521179510e85dcb62">arm_compute::sqadd_qs16</a></div><div class="ttdeci">qint16_t sqadd_qs16(qint16_t a, qint16_t b)</div><div class="ttdoc">16 bit fixed point scalar saturating add </div><div class="ttdef"><b>Definition:</b> <a href="_fixed_point_8inl_source.xhtml#l00107">FixedPoint.inl:107</a></div></div>
 <div class="ttc" id="core_2_error_8h_xhtml_a5bbdcf574d3f5e412fa6a1117911e67b"><div class="ttname"><a href="core_2_error_8h.xhtml#a5bbdcf574d3f5e412fa6a1117911e67b">ARM_COMPUTE_ERROR_ON_MSG</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR_ON_MSG(cond,...)</div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00297">Error.h:297</a></div></div>
@@ -16578,7 +16675,7 @@
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00064">64</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</a>.</p>
 
 <p>References <a class="el" href="core_2_error_8h_source.xhtml#l00297">ARM_COMPUTE_ERROR_ON_MSG</a>, and <a class="el" href="_fixed_point_8inl_source.xhtml#l00098">sqadd_qs8()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00065"></a><span class="lineno">   65</span>&#160;{</div><div class="line"><a name="l00066"></a><span class="lineno">   66</span>&#160;    <a class="code" href="core_2_error_8h.xhtml#a5bbdcf574d3f5e412fa6a1117911e67b">ARM_COMPUTE_ERROR_ON_MSG</a>(shift == 0, <span class="stringliteral">&quot;Shift should not be zero&quot;</span>);</div><div class="line"><a name="l00067"></a><span class="lineno">   67</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4c3f681c30c9398c45bc3cd5dc4f038a">qint8_t</a> round_val = 1 &lt;&lt; (shift - 1);</div><div class="line"><a name="l00068"></a><span class="lineno">   68</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute.xhtml#a532d90e007d0cb6f3d43107229c40c32">sqadd_qs8</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, round_val) &gt;&gt; shift;</div><div class="line"><a name="l00069"></a><span class="lineno">   69</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00065"></a><span class="lineno">   65</span>&#160;{</div><div class="line"><a name="l00066"></a><span class="lineno">   66</span>&#160;    <a class="code" href="core_2_error_8h.xhtml#a5bbdcf574d3f5e412fa6a1117911e67b">ARM_COMPUTE_ERROR_ON_MSG</a>(shift == 0, <span class="stringliteral">&quot;Shift should not be zero&quot;</span>);</div><div class="line"><a name="l00067"></a><span class="lineno">   67</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4c3f681c30c9398c45bc3cd5dc4f038a">qint8_t</a> round_val = 1 &lt;&lt; (shift - 1);</div><div class="line"><a name="l00068"></a><span class="lineno">   68</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute.xhtml#a532d90e007d0cb6f3d43107229c40c32">sqadd_qs8</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, round_val) &gt;&gt; shift;</div><div class="line"><a name="l00069"></a><span class="lineno">   69</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a4c3f681c30c9398c45bc3cd5dc4f038a"><div class="ttname"><a href="namespacearm__compute.xhtml#a4c3f681c30c9398c45bc3cd5dc4f038a">arm_compute::qint8_t</a></div><div class="ttdeci">int8_t qint8_t</div><div class="ttdoc">8 bit fixed point scalar value </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_fixed_point_8h_source.xhtml#l00029">FixedPoint.h:29</a></div></div>
 <div class="ttc" id="core_2_error_8h_xhtml_a5bbdcf574d3f5e412fa6a1117911e67b"><div class="ttname"><a href="core_2_error_8h.xhtml#a5bbdcf574d3f5e412fa6a1117911e67b">ARM_COMPUTE_ERROR_ON_MSG</a></div><div class="ttdeci">#define ARM_COMPUTE_ERROR_ON_MSG(cond,...)</div><div class="ttdef"><b>Definition:</b> <a href="core_2_error_8h_source.xhtml#l00297">Error.h:297</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a532d90e007d0cb6f3d43107229c40c32"><div class="ttname"><a href="namespacearm__compute.xhtml#a532d90e007d0cb6f3d43107229c40c32">arm_compute::sqadd_qs8</a></div><div class="ttdeci">qint8_t sqadd_qs8(qint8_t a, qint8_t b)</div><div class="ttdoc">8 bit fixed point scalar saturating add </div><div class="ttdef"><b>Definition:</b> <a href="_fixed_point_8inl_source.xhtml#l00098">FixedPoint.inl:98</a></div></div>
@@ -16629,11 +16726,11 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00130">130</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</a>.</p>
 
-<p>References <a class="el" href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">arm_compute::test::validation::b</a>.</p>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">arm_compute::test::validation::b</a>.</p>
 
 <p>Referenced by <a class="el" href="_fixed_point_8inl_source.xhtml#l00245">sinvsqrt_qs16()</a>, and <a class="el" href="_fixed_point_8inl_source.xhtml#l00356">slog_qs16()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00131"></a><span class="lineno">  131</span>&#160;{</div><div class="line"><a name="l00132"></a><span class="lineno">  132</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a> - <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>;</div><div class="line"><a name="l00133"></a><span class="lineno">  133</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="fragment"><div class="line"><a name="l00131"></a><span class="lineno">  131</span>&#160;{</div><div class="line"><a name="l00132"></a><span class="lineno">  132</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a> - <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>;</div><div class="line"><a name="l00133"></a><span class="lineno">  133</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
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 </div>
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@@ -16681,11 +16778,11 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00125">125</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</a>.</p>
 
-<p>References <a class="el" href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">arm_compute::test::validation::b</a>.</p>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">arm_compute::test::validation::b</a>.</p>
 
 <p>Referenced by <a class="el" href="_fixed_point_8inl_source.xhtml#l00225">sinvsqrt_qs8()</a>, and <a class="el" href="_fixed_point_8inl_source.xhtml#l00323">slog_qs8()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00126"></a><span class="lineno">  126</span>&#160;{</div><div class="line"><a name="l00127"></a><span class="lineno">  127</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a> - <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>;</div><div class="line"><a name="l00128"></a><span class="lineno">  128</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="fragment"><div class="line"><a name="l00126"></a><span class="lineno">  126</span>&#160;{</div><div class="line"><a name="l00127"></a><span class="lineno">  127</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a> - <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>;</div><div class="line"><a name="l00128"></a><span class="lineno">  128</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
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-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00079">79</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00081">81</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
 <p>References <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor::str</a>.</p>
 
-<p>Referenced by <a class="el" href="_u_n_i_t_2_fixed_point_8cpp_source.xhtml#l00067">arm_compute::test::validation::DATA_TEST_CASE()</a>, and <a class="el" href="main_8cpp_source.xhtml#l00062">main()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00080"></a><span class="lineno">   80</span>&#160;{</div><div class="line"><a name="l00081"></a><span class="lineno">   81</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00082"></a><span class="lineno">   82</span>&#160;    str &lt;&lt; <span class="keyword">function</span>;</div><div class="line"><a name="l00083"></a><span class="lineno">   83</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00084"></a><span class="lineno">   84</span>&#160;}</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
+<p>Referenced by <a class="el" href="_u_n_i_t_2_fixed_point_8cpp_source.xhtml#l00067">arm_compute::test::validation::DATA_TEST_CASE()</a>, and <a class="el" href="main_8cpp_source.xhtml#l00063">main()</a>.</p>
+<div class="fragment"><div class="line"><a name="l00082"></a><span class="lineno">   82</span>&#160;{</div><div class="line"><a name="l00083"></a><span class="lineno">   83</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00084"></a><span class="lineno">   84</span>&#160;    str &lt;&lt; <span class="keyword">function</span>;</div><div class="line"><a name="l00085"></a><span class="lineno">   85</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00086"></a><span class="lineno">   86</span>&#160;}</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
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-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00110">110</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00112">112</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
 <p>References <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor::str</a>.</p>
-<div class="fragment"><div class="line"><a name="l00111"></a><span class="lineno">  111</span>&#160;{</div><div class="line"><a name="l00112"></a><span class="lineno">  112</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00113"></a><span class="lineno">  113</span>&#160;    str &lt;&lt; pattern;</div><div class="line"><a name="l00114"></a><span class="lineno">  114</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00115"></a><span class="lineno">  115</span>&#160;}</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
+<div class="fragment"><div class="line"><a name="l00113"></a><span class="lineno">  113</span>&#160;{</div><div class="line"><a name="l00114"></a><span class="lineno">  114</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00115"></a><span class="lineno">  115</span>&#160;    str &lt;&lt; pattern;</div><div class="line"><a name="l00116"></a><span class="lineno">  116</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00117"></a><span class="lineno">  117</span>&#160;}</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
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-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00162">162</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00164">164</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
 <p>References <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor::str</a>.</p>
-<div class="fragment"><div class="line"><a name="l00163"></a><span class="lineno">  163</span>&#160;{</div><div class="line"><a name="l00164"></a><span class="lineno">  164</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00165"></a><span class="lineno">  165</span>&#160;    str &lt;&lt; quantization_info;</div><div class="line"><a name="l00166"></a><span class="lineno">  166</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00167"></a><span class="lineno">  167</span>&#160;}</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
+<div class="fragment"><div class="line"><a name="l00165"></a><span class="lineno">  165</span>&#160;{</div><div class="line"><a name="l00166"></a><span class="lineno">  166</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00167"></a><span class="lineno">  167</span>&#160;    str &lt;&lt; quantization_info;</div><div class="line"><a name="l00168"></a><span class="lineno">  168</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00169"></a><span class="lineno">  169</span>&#160;}</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
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@@ -17120,10 +17217,10 @@
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-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00201">201</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00203">203</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
 <p>References <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor::str</a>.</p>
-<div class="fragment"><div class="line"><a name="l00202"></a><span class="lineno">  202</span>&#160;{</div><div class="line"><a name="l00203"></a><span class="lineno">  203</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00204"></a><span class="lineno">  204</span>&#160;    str &lt;&lt; op;</div><div class="line"><a name="l00205"></a><span class="lineno">  205</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00206"></a><span class="lineno">  206</span>&#160;}</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
+<div class="fragment"><div class="line"><a name="l00204"></a><span class="lineno">  204</span>&#160;{</div><div class="line"><a name="l00205"></a><span class="lineno">  205</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00206"></a><span class="lineno">  206</span>&#160;    str &lt;&lt; op;</div><div class="line"><a name="l00207"></a><span class="lineno">  207</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00208"></a><span class="lineno">  208</span>&#160;}</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
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@@ -17149,10 +17246,10 @@
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-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00253">253</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00255">255</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
-<p>References <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00680">ActivationLayerInfo::activation()</a>, and <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor::str</a>.</p>
-<div class="fragment"><div class="line"><a name="l00254"></a><span class="lineno">  254</span>&#160;{</div><div class="line"><a name="l00255"></a><span class="lineno">  255</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00256"></a><span class="lineno">  256</span>&#160;    str &lt;&lt; info.<a class="code" href="classarm__compute_1_1_activation_layer_info.xhtml#a63e05ce4946dd9807c005c1619fa337a">activation</a>();</div><div class="line"><a name="l00257"></a><span class="lineno">  257</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00258"></a><span class="lineno">  258</span>&#160;}</div><div class="ttc" id="classarm__compute_1_1_activation_layer_info_xhtml_a63e05ce4946dd9807c005c1619fa337a"><div class="ttname"><a href="classarm__compute_1_1_activation_layer_info.xhtml#a63e05ce4946dd9807c005c1619fa337a">arm_compute::ActivationLayerInfo::activation</a></div><div class="ttdeci">ActivationFunction activation() const </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_types_8h_source.xhtml#l00680">Types.h:680</a></div></div>
+<p>References <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00688">ActivationLayerInfo::activation()</a>, and <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor::str</a>.</p>
+<div class="fragment"><div class="line"><a name="l00256"></a><span class="lineno">  256</span>&#160;{</div><div class="line"><a name="l00257"></a><span class="lineno">  257</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00258"></a><span class="lineno">  258</span>&#160;    str &lt;&lt; info.<a class="code" href="classarm__compute_1_1_activation_layer_info.xhtml#a63e05ce4946dd9807c005c1619fa337a">activation</a>();</div><div class="line"><a name="l00259"></a><span class="lineno">  259</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00260"></a><span class="lineno">  260</span>&#160;}</div><div class="ttc" id="classarm__compute_1_1_activation_layer_info_xhtml_a63e05ce4946dd9807c005c1619fa337a"><div class="ttname"><a href="classarm__compute_1_1_activation_layer_info.xhtml#a63e05ce4946dd9807c005c1619fa337a">arm_compute::ActivationLayerInfo::activation</a></div><div class="ttdeci">ActivationFunction activation() const </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_types_8h_source.xhtml#l00688">Types.h:688</a></div></div>
 <div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
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@@ -17179,10 +17276,10 @@
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-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00260">260</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00262">262</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
 <p>References <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor::str</a>.</p>
-<div class="fragment"><div class="line"><a name="l00261"></a><span class="lineno">  261</span>&#160;{</div><div class="line"><a name="l00262"></a><span class="lineno">  262</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00263"></a><span class="lineno">  263</span>&#160;    str &lt;&lt; <span class="keyword">function</span>;</div><div class="line"><a name="l00264"></a><span class="lineno">  264</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00265"></a><span class="lineno">  265</span>&#160;}</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
+<div class="fragment"><div class="line"><a name="l00263"></a><span class="lineno">  263</span>&#160;{</div><div class="line"><a name="l00264"></a><span class="lineno">  264</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00265"></a><span class="lineno">  265</span>&#160;    str &lt;&lt; <span class="keyword">function</span>;</div><div class="line"><a name="l00266"></a><span class="lineno">  266</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00267"></a><span class="lineno">  267</span>&#160;}</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
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@@ -17208,10 +17305,10 @@
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-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00288">288</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00290">290</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
-<p>References <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor::str</a>, and <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00717">NormalizationLayerInfo::type()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00289"></a><span class="lineno">  289</span>&#160;{</div><div class="line"><a name="l00290"></a><span class="lineno">  290</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00291"></a><span class="lineno">  291</span>&#160;    str &lt;&lt; info.<a class="code" href="classarm__compute_1_1_normalization_layer_info.xhtml#a39f6445d0b790034f0d8fac36f2eb7f5">type</a>();</div><div class="line"><a name="l00292"></a><span class="lineno">  292</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00293"></a><span class="lineno">  293</span>&#160;}</div><div class="ttc" id="classarm__compute_1_1_normalization_layer_info_xhtml_a39f6445d0b790034f0d8fac36f2eb7f5"><div class="ttname"><a href="classarm__compute_1_1_normalization_layer_info.xhtml#a39f6445d0b790034f0d8fac36f2eb7f5">arm_compute::NormalizationLayerInfo::type</a></div><div class="ttdeci">NormType type() const </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_types_8h_source.xhtml#l00717">Types.h:717</a></div></div>
+<p>References <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor::str</a>, and <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00725">NormalizationLayerInfo::type()</a>.</p>
+<div class="fragment"><div class="line"><a name="l00291"></a><span class="lineno">  291</span>&#160;{</div><div class="line"><a name="l00292"></a><span class="lineno">  292</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00293"></a><span class="lineno">  293</span>&#160;    str &lt;&lt; info.<a class="code" href="classarm__compute_1_1_normalization_layer_info.xhtml#a39f6445d0b790034f0d8fac36f2eb7f5">type</a>();</div><div class="line"><a name="l00294"></a><span class="lineno">  294</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00295"></a><span class="lineno">  295</span>&#160;}</div><div class="ttc" id="classarm__compute_1_1_normalization_layer_info_xhtml_a39f6445d0b790034f0d8fac36f2eb7f5"><div class="ttname"><a href="classarm__compute_1_1_normalization_layer_info.xhtml#a39f6445d0b790034f0d8fac36f2eb7f5">arm_compute::NormalizationLayerInfo::type</a></div><div class="ttdeci">NormType type() const </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_types_8h_source.xhtml#l00725">Types.h:725</a></div></div>
 <div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
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@@ -17238,10 +17335,10 @@
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-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00331">331</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00333">333</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
 <p>References <a class="el" href="_n_e_o_n_2_pixel_wise_multiplication_8cpp_source.xhtml#l00176">arm_compute::test::validation::rounding_policy</a>, and <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor::str</a>.</p>
-<div class="fragment"><div class="line"><a name="l00332"></a><span class="lineno">  332</span>&#160;{</div><div class="line"><a name="l00333"></a><span class="lineno">  333</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00334"></a><span class="lineno">  334</span>&#160;    str &lt;&lt; <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a60ad1078faeaf3f59266d69ad937339f">rounding_policy</a>;</div><div class="line"><a name="l00335"></a><span class="lineno">  335</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00336"></a><span class="lineno">  336</span>&#160;}</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
+<div class="fragment"><div class="line"><a name="l00334"></a><span class="lineno">  334</span>&#160;{</div><div class="line"><a name="l00335"></a><span class="lineno">  335</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00336"></a><span class="lineno">  336</span>&#160;    str &lt;&lt; <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a60ad1078faeaf3f59266d69ad937339f">rounding_policy</a>;</div><div class="line"><a name="l00337"></a><span class="lineno">  337</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00338"></a><span class="lineno">  338</span>&#160;}</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
 <div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a60ad1078faeaf3f59266d69ad937339f"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a60ad1078faeaf3f59266d69ad937339f">arm_compute::test::validation::rounding_policy</a></div><div class="ttdeci">rounding_policy</div><div class="ttdef"><b>Definition:</b> <a href="_n_e_o_n_2_pixel_wise_multiplication_8cpp_source.xhtml#l00176">PixelWiseMultiplication.cpp:176</a></div></div>
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@@ -17268,10 +17365,10 @@
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-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00398">398</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00400">400</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
-<p>References <a class="el" href="_c_l_2_min_max_location_8cpp_source.xhtml#l00090">arm_compute::test::validation::data_type</a>, and <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor::str</a>.</p>
-<div class="fragment"><div class="line"><a name="l00399"></a><span class="lineno">  399</span>&#160;{</div><div class="line"><a name="l00400"></a><span class="lineno">  400</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00401"></a><span class="lineno">  401</span>&#160;    str &lt;&lt; <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#ac2ad7f431e3446fddcd9b6b9f93c4c14">data_type</a>;</div><div class="line"><a name="l00402"></a><span class="lineno">  402</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00403"></a><span class="lineno">  403</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_ac2ad7f431e3446fddcd9b6b9f93c4c14"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#ac2ad7f431e3446fddcd9b6b9f93c4c14">arm_compute::test::validation::data_type</a></div><div class="ttdeci">data_type</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_2_min_max_location_8cpp_source.xhtml#l00090">MinMaxLocation.cpp:90</a></div></div>
+<p>References <a class="el" href="_c_l_2_convolution_8cpp_source.xhtml#l00119">arm_compute::test::validation::data_type</a>, and <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor::str</a>.</p>
+<div class="fragment"><div class="line"><a name="l00401"></a><span class="lineno">  401</span>&#160;{</div><div class="line"><a name="l00402"></a><span class="lineno">  402</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00403"></a><span class="lineno">  403</span>&#160;    str &lt;&lt; <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#ac2ad7f431e3446fddcd9b6b9f93c4c14">data_type</a>;</div><div class="line"><a name="l00404"></a><span class="lineno">  404</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00405"></a><span class="lineno">  405</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_ac2ad7f431e3446fddcd9b6b9f93c4c14"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#ac2ad7f431e3446fddcd9b6b9f93c4c14">arm_compute::test::validation::data_type</a></div><div class="ttdeci">data_type</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_2_convolution_8cpp_source.xhtml#l00119">Convolution.cpp:119</a></div></div>
 <div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
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@@ -17298,10 +17395,10 @@
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-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00468">468</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00470">470</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
 <p>References <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor::str</a>.</p>
-<div class="fragment"><div class="line"><a name="l00469"></a><span class="lineno">  469</span>&#160;{</div><div class="line"><a name="l00470"></a><span class="lineno">  470</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00471"></a><span class="lineno">  471</span>&#160;    str &lt;&lt; format;</div><div class="line"><a name="l00472"></a><span class="lineno">  472</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00473"></a><span class="lineno">  473</span>&#160;}</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
+<div class="fragment"><div class="line"><a name="l00471"></a><span class="lineno">  471</span>&#160;{</div><div class="line"><a name="l00472"></a><span class="lineno">  472</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00473"></a><span class="lineno">  473</span>&#160;    str &lt;&lt; format;</div><div class="line"><a name="l00474"></a><span class="lineno">  474</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00475"></a><span class="lineno">  475</span>&#160;}</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
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@@ -17329,10 +17426,10 @@
 
 <p>Formatted output of the <a class="el" href="classarm__compute_1_1_tensor_info.xhtml" title="Store the tensor&#39;s metadata. ">TensorInfo</a> type. </p>
 
-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00595">595</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00597">597</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
 <p>References <a class="el" href="_tensor_info_8h_source.xhtml#l00259">TensorInfo::data_type()</a>, <a class="el" href="_tensor_info_8h_source.xhtml#l00239">TensorInfo::fixed_point_position()</a>, <a class="el" href="_tensor_info_8h_source.xhtml#l00251">TensorInfo::num_channels()</a>, <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor::str</a>, and <a class="el" href="_tensor_info_8h_source.xhtml#l00255">TensorInfo::tensor_shape()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00596"></a><span class="lineno">  596</span>&#160;{</div><div class="line"><a name="l00597"></a><span class="lineno">  597</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00598"></a><span class="lineno">  598</span>&#160;    str &lt;&lt; <span class="stringliteral">&quot;{Shape=&quot;</span> &lt;&lt; <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.tensor_shape() &lt;&lt; <span class="stringliteral">&quot;,&quot;</span></div><div class="line"><a name="l00599"></a><span class="lineno">  599</span>&#160;        &lt;&lt; <span class="stringliteral">&quot;Type=&quot;</span> &lt;&lt; <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.data_type() &lt;&lt; <span class="stringliteral">&quot;,&quot;</span></div><div class="line"><a name="l00600"></a><span class="lineno">  600</span>&#160;        &lt;&lt; <span class="stringliteral">&quot;Channels=&quot;</span> &lt;&lt; <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.num_channels() &lt;&lt; <span class="stringliteral">&quot;,&quot;</span></div><div class="line"><a name="l00601"></a><span class="lineno">  601</span>&#160;        &lt;&lt; <span class="stringliteral">&quot;FixedPointPos=&quot;</span> &lt;&lt; <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.fixed_point_position() &lt;&lt; <span class="stringliteral">&quot;}&quot;</span>;</div><div class="line"><a name="l00602"></a><span class="lineno">  602</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00603"></a><span class="lineno">  603</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a096668313a9a819d54a2e65ec21ff0cc"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">arm_compute::test::validation::info</a></div><div class="ttdeci">src info() -&gt; set_format(Format::S16)</div></div>
+<div class="fragment"><div class="line"><a name="l00598"></a><span class="lineno">  598</span>&#160;{</div><div class="line"><a name="l00599"></a><span class="lineno">  599</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00600"></a><span class="lineno">  600</span>&#160;    str &lt;&lt; <span class="stringliteral">&quot;{Shape=&quot;</span> &lt;&lt; <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.tensor_shape() &lt;&lt; <span class="stringliteral">&quot;,&quot;</span></div><div class="line"><a name="l00601"></a><span class="lineno">  601</span>&#160;        &lt;&lt; <span class="stringliteral">&quot;Type=&quot;</span> &lt;&lt; <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.data_type() &lt;&lt; <span class="stringliteral">&quot;,&quot;</span></div><div class="line"><a name="l00602"></a><span class="lineno">  602</span>&#160;        &lt;&lt; <span class="stringliteral">&quot;Channels=&quot;</span> &lt;&lt; <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.num_channels() &lt;&lt; <span class="stringliteral">&quot;,&quot;</span></div><div class="line"><a name="l00603"></a><span class="lineno">  603</span>&#160;        &lt;&lt; <span class="stringliteral">&quot;FixedPointPos=&quot;</span> &lt;&lt; <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.fixed_point_position() &lt;&lt; <span class="stringliteral">&quot;}&quot;</span>;</div><div class="line"><a name="l00604"></a><span class="lineno">  604</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00605"></a><span class="lineno">  605</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a096668313a9a819d54a2e65ec21ff0cc"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">arm_compute::test::validation::info</a></div><div class="ttdeci">src info() -&gt; set_format(Format::S16)</div></div>
 <div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
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@@ -17359,10 +17456,10 @@
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-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00606">606</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00608">608</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
 <p>References <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor::str</a>.</p>
-<div class="fragment"><div class="line"><a name="l00607"></a><span class="lineno">  607</span>&#160;{</div><div class="line"><a name="l00608"></a><span class="lineno">  608</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00609"></a><span class="lineno">  609</span>&#160;    str &lt;&lt; dimensions;</div><div class="line"><a name="l00610"></a><span class="lineno">  610</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00611"></a><span class="lineno">  611</span>&#160;}</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
+<div class="fragment"><div class="line"><a name="l00609"></a><span class="lineno">  609</span>&#160;{</div><div class="line"><a name="l00610"></a><span class="lineno">  610</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00611"></a><span class="lineno">  611</span>&#160;    str &lt;&lt; dimensions;</div><div class="line"><a name="l00612"></a><span class="lineno">  612</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00613"></a><span class="lineno">  613</span>&#160;}</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
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-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00613">613</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00615">615</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
 <p>References <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor::str</a>.</p>
-<div class="fragment"><div class="line"><a name="l00614"></a><span class="lineno">  614</span>&#160;{</div><div class="line"><a name="l00615"></a><span class="lineno">  615</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00616"></a><span class="lineno">  616</span>&#160;    str &lt;&lt; stride;</div><div class="line"><a name="l00617"></a><span class="lineno">  617</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00618"></a><span class="lineno">  618</span>&#160;}</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
+<div class="fragment"><div class="line"><a name="l00616"></a><span class="lineno">  616</span>&#160;{</div><div class="line"><a name="l00617"></a><span class="lineno">  617</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00618"></a><span class="lineno">  618</span>&#160;    str &lt;&lt; stride;</div><div class="line"><a name="l00619"></a><span class="lineno">  619</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00620"></a><span class="lineno">  620</span>&#160;}</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
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@@ -17419,10 +17516,10 @@
 
 <p>Formatted output of the <a class="el" href="classarm__compute_1_1_tensor_shape.xhtml" title="Shape of a tensor. ">TensorShape</a> type. </p>
 
-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00621">621</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00623">623</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
-<p>References <a class="el" href="_c_l_2_min_max_location_8cpp_source.xhtml#l00089">arm_compute::test::validation::shape</a>, and <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor::str</a>.</p>
-<div class="fragment"><div class="line"><a name="l00622"></a><span class="lineno">  622</span>&#160;{</div><div class="line"><a name="l00623"></a><span class="lineno">  623</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00624"></a><span class="lineno">  624</span>&#160;    str &lt;&lt; <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a45cde9abb508c62d67c3bb2b9bf566a5">shape</a>;</div><div class="line"><a name="l00625"></a><span class="lineno">  625</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00626"></a><span class="lineno">  626</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a45cde9abb508c62d67c3bb2b9bf566a5"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a45cde9abb508c62d67c3bb2b9bf566a5">arm_compute::test::validation::shape</a></div><div class="ttdeci">shape</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_2_min_max_location_8cpp_source.xhtml#l00089">MinMaxLocation.cpp:89</a></div></div>
+<p>References <a class="el" href="_c_l_2_convolution_8cpp_source.xhtml#l00119">arm_compute::test::validation::shape</a>, and <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor::str</a>.</p>
+<div class="fragment"><div class="line"><a name="l00624"></a><span class="lineno">  624</span>&#160;{</div><div class="line"><a name="l00625"></a><span class="lineno">  625</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00626"></a><span class="lineno">  626</span>&#160;    str &lt;&lt; <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a45cde9abb508c62d67c3bb2b9bf566a5">shape</a>;</div><div class="line"><a name="l00627"></a><span class="lineno">  627</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00628"></a><span class="lineno">  628</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a45cde9abb508c62d67c3bb2b9bf566a5"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a45cde9abb508c62d67c3bb2b9bf566a5">arm_compute::test::validation::shape</a></div><div class="ttdeci">shape</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_2_convolution_8cpp_source.xhtml#l00119">Convolution.cpp:119</a></div></div>
 <div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
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@@ -17451,10 +17548,10 @@
 
 <p>Formatted output of the <a class="el" href="classarm__compute_1_1_coordinates.xhtml" title="Coordinates of an item. ">Coordinates</a> type. </p>
 
-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00629">629</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00631">631</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
 <p>References <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor::str</a>.</p>
-<div class="fragment"><div class="line"><a name="l00630"></a><span class="lineno">  630</span>&#160;{</div><div class="line"><a name="l00631"></a><span class="lineno">  631</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00632"></a><span class="lineno">  632</span>&#160;    str &lt;&lt; coord;</div><div class="line"><a name="l00633"></a><span class="lineno">  633</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00634"></a><span class="lineno">  634</span>&#160;}</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
+<div class="fragment"><div class="line"><a name="l00632"></a><span class="lineno">  632</span>&#160;{</div><div class="line"><a name="l00633"></a><span class="lineno">  633</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00634"></a><span class="lineno">  634</span>&#160;    str &lt;&lt; coord;</div><div class="line"><a name="l00635"></a><span class="lineno">  635</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00636"></a><span class="lineno">  636</span>&#160;}</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
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@@ -17480,10 +17577,10 @@
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-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00656">656</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00658">658</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
 <p>References <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor::str</a>.</p>
-<div class="fragment"><div class="line"><a name="l00657"></a><span class="lineno">  657</span>&#160;{</div><div class="line"><a name="l00658"></a><span class="lineno">  658</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00659"></a><span class="lineno">  659</span>&#160;    str &lt;&lt; pad_stride_info;</div><div class="line"><a name="l00660"></a><span class="lineno">  660</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00661"></a><span class="lineno">  661</span>&#160;}</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
+<div class="fragment"><div class="line"><a name="l00659"></a><span class="lineno">  659</span>&#160;{</div><div class="line"><a name="l00660"></a><span class="lineno">  660</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00661"></a><span class="lineno">  661</span>&#160;    str &lt;&lt; pad_stride_info;</div><div class="line"><a name="l00662"></a><span class="lineno">  662</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00663"></a><span class="lineno">  663</span>&#160;}</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
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@@ -17509,10 +17606,10 @@
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-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00663">663</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00665">665</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
 <p>References <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor::str</a>.</p>
-<div class="fragment"><div class="line"><a name="l00664"></a><span class="lineno">  664</span>&#160;{</div><div class="line"><a name="l00665"></a><span class="lineno">  665</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00666"></a><span class="lineno">  666</span>&#160;    str &lt;&lt; mode;</div><div class="line"><a name="l00667"></a><span class="lineno">  667</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00668"></a><span class="lineno">  668</span>&#160;}</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
+<div class="fragment"><div class="line"><a name="l00666"></a><span class="lineno">  666</span>&#160;{</div><div class="line"><a name="l00667"></a><span class="lineno">  667</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00668"></a><span class="lineno">  668</span>&#160;    str &lt;&lt; mode;</div><div class="line"><a name="l00669"></a><span class="lineno">  669</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00670"></a><span class="lineno">  670</span>&#160;}</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
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@@ -17538,10 +17635,10 @@
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-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00670">670</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00672">672</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
 <p>References <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor::str</a>.</p>
-<div class="fragment"><div class="line"><a name="l00671"></a><span class="lineno">  671</span>&#160;{</div><div class="line"><a name="l00672"></a><span class="lineno">  672</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00673"></a><span class="lineno">  673</span>&#160;    str &lt;&lt; border;</div><div class="line"><a name="l00674"></a><span class="lineno">  674</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00675"></a><span class="lineno">  675</span>&#160;}</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
+<div class="fragment"><div class="line"><a name="l00673"></a><span class="lineno">  673</span>&#160;{</div><div class="line"><a name="l00674"></a><span class="lineno">  674</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00675"></a><span class="lineno">  675</span>&#160;    str &lt;&lt; border;</div><div class="line"><a name="l00676"></a><span class="lineno">  676</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00677"></a><span class="lineno">  677</span>&#160;}</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
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@@ -17567,10 +17664,10 @@
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-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00677">677</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00679">679</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
 <p>References <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor::str</a>.</p>
-<div class="fragment"><div class="line"><a name="l00678"></a><span class="lineno">  678</span>&#160;{</div><div class="line"><a name="l00679"></a><span class="lineno">  679</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00680"></a><span class="lineno">  680</span>&#160;    str &lt;&lt; policy;</div><div class="line"><a name="l00681"></a><span class="lineno">  681</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00682"></a><span class="lineno">  682</span>&#160;}</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
+<div class="fragment"><div class="line"><a name="l00680"></a><span class="lineno">  680</span>&#160;{</div><div class="line"><a name="l00681"></a><span class="lineno">  681</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00682"></a><span class="lineno">  682</span>&#160;    str &lt;&lt; policy;</div><div class="line"><a name="l00683"></a><span class="lineno">  683</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00684"></a><span class="lineno">  684</span>&#160;}</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
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-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00684">684</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00686">686</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
 <p>References <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor::str</a>.</p>
-<div class="fragment"><div class="line"><a name="l00685"></a><span class="lineno">  685</span>&#160;{</div><div class="line"><a name="l00686"></a><span class="lineno">  686</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00687"></a><span class="lineno">  687</span>&#160;    str &lt;&lt; policy;</div><div class="line"><a name="l00688"></a><span class="lineno">  688</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00689"></a><span class="lineno">  689</span>&#160;}</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
+<div class="fragment"><div class="line"><a name="l00687"></a><span class="lineno">  687</span>&#160;{</div><div class="line"><a name="l00688"></a><span class="lineno">  688</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00689"></a><span class="lineno">  689</span>&#160;    str &lt;&lt; policy;</div><div class="line"><a name="l00690"></a><span class="lineno">  690</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00691"></a><span class="lineno">  691</span>&#160;}</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
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-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00709">709</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00711">711</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
 <p>References <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor::str</a>.</p>
-<div class="fragment"><div class="line"><a name="l00710"></a><span class="lineno">  710</span>&#160;{</div><div class="line"><a name="l00711"></a><span class="lineno">  711</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00712"></a><span class="lineno">  712</span>&#160;    str &lt;&lt; policy;</div><div class="line"><a name="l00713"></a><span class="lineno">  713</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00714"></a><span class="lineno">  714</span>&#160;}</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
+<div class="fragment"><div class="line"><a name="l00712"></a><span class="lineno">  712</span>&#160;{</div><div class="line"><a name="l00713"></a><span class="lineno">  713</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00714"></a><span class="lineno">  714</span>&#160;    str &lt;&lt; policy;</div><div class="line"><a name="l00715"></a><span class="lineno">  715</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00716"></a><span class="lineno">  716</span>&#160;}</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
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-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00731">731</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00733">733</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
 <p>References <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor::str</a>.</p>
-<div class="fragment"><div class="line"><a name="l00732"></a><span class="lineno">  732</span>&#160;{</div><div class="line"><a name="l00733"></a><span class="lineno">  733</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00734"></a><span class="lineno">  734</span>&#160;    str &lt;&lt; op;</div><div class="line"><a name="l00735"></a><span class="lineno">  735</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00736"></a><span class="lineno">  736</span>&#160;}</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
+<div class="fragment"><div class="line"><a name="l00734"></a><span class="lineno">  734</span>&#160;{</div><div class="line"><a name="l00735"></a><span class="lineno">  735</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00736"></a><span class="lineno">  736</span>&#160;    str &lt;&lt; op;</div><div class="line"><a name="l00737"></a><span class="lineno">  737</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00738"></a><span class="lineno">  738</span>&#160;}</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
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@@ -17683,10 +17780,10 @@
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-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00738">738</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00740">740</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
 <p>References <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor::str</a>, and <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor::type</a>.</p>
-<div class="fragment"><div class="line"><a name="l00739"></a><span class="lineno">  739</span>&#160;{</div><div class="line"><a name="l00740"></a><span class="lineno">  740</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00741"></a><span class="lineno">  741</span>&#160;    str &lt;&lt; <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>;</div><div class="line"><a name="l00742"></a><span class="lineno">  742</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00743"></a><span class="lineno">  743</span>&#160;}</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
+<div class="fragment"><div class="line"><a name="l00741"></a><span class="lineno">  741</span>&#160;{</div><div class="line"><a name="l00742"></a><span class="lineno">  742</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00743"></a><span class="lineno">  743</span>&#160;    str &lt;&lt; <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>;</div><div class="line"><a name="l00744"></a><span class="lineno">  744</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00745"></a><span class="lineno">  745</span>&#160;}</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
 <div class="ttc" id="namespacecaffe__data__extractor_xhtml_a7aead736a07eaf25623ad7bfa1f0ee2d"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">caffe_data_extractor.type</a></div><div class="ttdeci">type</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
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@@ -17713,10 +17810,10 @@
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-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00745">745</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00747">747</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
 <p>References <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor::str</a>, and <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor::type</a>.</p>
-<div class="fragment"><div class="line"><a name="l00746"></a><span class="lineno">  746</span>&#160;{</div><div class="line"><a name="l00747"></a><span class="lineno">  747</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00748"></a><span class="lineno">  748</span>&#160;    str &lt;&lt; <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>;</div><div class="line"><a name="l00749"></a><span class="lineno">  749</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00750"></a><span class="lineno">  750</span>&#160;}</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
+<div class="fragment"><div class="line"><a name="l00748"></a><span class="lineno">  748</span>&#160;{</div><div class="line"><a name="l00749"></a><span class="lineno">  749</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00750"></a><span class="lineno">  750</span>&#160;    str &lt;&lt; <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>;</div><div class="line"><a name="l00751"></a><span class="lineno">  751</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00752"></a><span class="lineno">  752</span>&#160;}</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
 <div class="ttc" id="namespacecaffe__data__extractor_xhtml_a7aead736a07eaf25623ad7bfa1f0ee2d"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">caffe_data_extractor.type</a></div><div class="ttdeci">type</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
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@@ -17743,10 +17840,10 @@
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-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00752">752</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00754">754</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
-<p>References <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00603">PoolingLayerInfo::is_global_pooling()</a>, <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00595">PoolingLayerInfo::pad_stride_info()</a>, <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00591">PoolingLayerInfo::pool_size()</a>, <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00587">PoolingLayerInfo::pool_type()</a>, and <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor::str</a>.</p>
-<div class="fragment"><div class="line"><a name="l00753"></a><span class="lineno">  753</span>&#160;{</div><div class="line"><a name="l00754"></a><span class="lineno">  754</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00755"></a><span class="lineno">  755</span>&#160;    str &lt;&lt; <span class="stringliteral">&quot;{Type=&quot;</span> &lt;&lt; <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.pool_type() &lt;&lt; <span class="stringliteral">&quot;,&quot;</span></div><div class="line"><a name="l00756"></a><span class="lineno">  756</span>&#160;        &lt;&lt; <span class="stringliteral">&quot;IsGlobalPooling=&quot;</span> &lt;&lt; <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.is_global_pooling();</div><div class="line"><a name="l00757"></a><span class="lineno">  757</span>&#160;    <span class="keywordflow">if</span>(!<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.is_global_pooling())</div><div class="line"><a name="l00758"></a><span class="lineno">  758</span>&#160;    {</div><div class="line"><a name="l00759"></a><span class="lineno">  759</span>&#160;        str &lt;&lt; <span class="stringliteral">&quot;,&quot;</span></div><div class="line"><a name="l00760"></a><span class="lineno">  760</span>&#160;            &lt;&lt; <span class="stringliteral">&quot;PoolSize=&quot;</span> &lt;&lt; <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.pool_size() &lt;&lt; <span class="stringliteral">&quot;,&quot;</span></div><div class="line"><a name="l00761"></a><span class="lineno">  761</span>&#160;            &lt;&lt; <span class="stringliteral">&quot;PadStride=&quot;</span> &lt;&lt; <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.pad_stride_info();</div><div class="line"><a name="l00762"></a><span class="lineno">  762</span>&#160;    }</div><div class="line"><a name="l00763"></a><span class="lineno">  763</span>&#160;    str &lt;&lt; <span class="stringliteral">&quot;}&quot;</span>;</div><div class="line"><a name="l00764"></a><span class="lineno">  764</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00765"></a><span class="lineno">  765</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a096668313a9a819d54a2e65ec21ff0cc"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">arm_compute::test::validation::info</a></div><div class="ttdeci">src info() -&gt; set_format(Format::S16)</div></div>
+<p>References <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00611">PoolingLayerInfo::is_global_pooling()</a>, <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00603">PoolingLayerInfo::pad_stride_info()</a>, <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00599">PoolingLayerInfo::pool_size()</a>, <a class="el" href="arm__compute_2core_2_types_8h_source.xhtml#l00595">PoolingLayerInfo::pool_type()</a>, and <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor::str</a>.</p>
+<div class="fragment"><div class="line"><a name="l00755"></a><span class="lineno">  755</span>&#160;{</div><div class="line"><a name="l00756"></a><span class="lineno">  756</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00757"></a><span class="lineno">  757</span>&#160;    str &lt;&lt; <span class="stringliteral">&quot;{Type=&quot;</span> &lt;&lt; <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.pool_type() &lt;&lt; <span class="stringliteral">&quot;,&quot;</span></div><div class="line"><a name="l00758"></a><span class="lineno">  758</span>&#160;        &lt;&lt; <span class="stringliteral">&quot;IsGlobalPooling=&quot;</span> &lt;&lt; <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.is_global_pooling();</div><div class="line"><a name="l00759"></a><span class="lineno">  759</span>&#160;    <span class="keywordflow">if</span>(!<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.is_global_pooling())</div><div class="line"><a name="l00760"></a><span class="lineno">  760</span>&#160;    {</div><div class="line"><a name="l00761"></a><span class="lineno">  761</span>&#160;        str &lt;&lt; <span class="stringliteral">&quot;,&quot;</span></div><div class="line"><a name="l00762"></a><span class="lineno">  762</span>&#160;            &lt;&lt; <span class="stringliteral">&quot;PoolSize=&quot;</span> &lt;&lt; <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.pool_size() &lt;&lt; <span class="stringliteral">&quot;,&quot;</span></div><div class="line"><a name="l00763"></a><span class="lineno">  763</span>&#160;            &lt;&lt; <span class="stringliteral">&quot;PadStride=&quot;</span> &lt;&lt; <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">info</a>.pad_stride_info();</div><div class="line"><a name="l00764"></a><span class="lineno">  764</span>&#160;    }</div><div class="line"><a name="l00765"></a><span class="lineno">  765</span>&#160;    str &lt;&lt; <span class="stringliteral">&quot;}&quot;</span>;</div><div class="line"><a name="l00766"></a><span class="lineno">  766</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00767"></a><span class="lineno">  767</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a096668313a9a819d54a2e65ec21ff0cc"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">arm_compute::test::validation::info</a></div><div class="ttdeci">src info() -&gt; set_format(Format::S16)</div></div>
 <div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
 </div><!-- fragment -->
 </div>
@@ -17773,10 +17870,10 @@
 </table>
 </div><div class="memdoc">
 
-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00799">799</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00801">801</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
 <p>References <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor::str</a>, and <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor::type</a>.</p>
-<div class="fragment"><div class="line"><a name="l00800"></a><span class="lineno">  800</span>&#160;{</div><div class="line"><a name="l00801"></a><span class="lineno">  801</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00802"></a><span class="lineno">  802</span>&#160;    str &lt;&lt; <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>;</div><div class="line"><a name="l00803"></a><span class="lineno">  803</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00804"></a><span class="lineno">  804</span>&#160;}</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
+<div class="fragment"><div class="line"><a name="l00802"></a><span class="lineno">  802</span>&#160;{</div><div class="line"><a name="l00803"></a><span class="lineno">  803</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00804"></a><span class="lineno">  804</span>&#160;    str &lt;&lt; <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>;</div><div class="line"><a name="l00805"></a><span class="lineno">  805</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00806"></a><span class="lineno">  806</span>&#160;}</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
 <div class="ttc" id="namespacecaffe__data__extractor_xhtml_a7aead736a07eaf25623ad7bfa1f0ee2d"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">caffe_data_extractor.type</a></div><div class="ttdeci">type</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
 </div><!-- fragment -->
 </div>
@@ -17803,10 +17900,10 @@
 </table>
 </div><div class="memdoc">
 
-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00824">824</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00826">826</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
 <p>References <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor::str</a>, and <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor::type</a>.</p>
-<div class="fragment"><div class="line"><a name="l00825"></a><span class="lineno">  825</span>&#160;{</div><div class="line"><a name="l00826"></a><span class="lineno">  826</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00827"></a><span class="lineno">  827</span>&#160;    str &lt;&lt; <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>;</div><div class="line"><a name="l00828"></a><span class="lineno">  828</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00829"></a><span class="lineno">  829</span>&#160;}</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
+<div class="fragment"><div class="line"><a name="l00827"></a><span class="lineno">  827</span>&#160;{</div><div class="line"><a name="l00828"></a><span class="lineno">  828</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00829"></a><span class="lineno">  829</span>&#160;    str &lt;&lt; <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>;</div><div class="line"><a name="l00830"></a><span class="lineno">  830</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00831"></a><span class="lineno">  831</span>&#160;}</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
 <div class="ttc" id="namespacecaffe__data__extractor_xhtml_a7aead736a07eaf25623ad7bfa1f0ee2d"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">caffe_data_extractor.type</a></div><div class="ttdeci">type</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
 </div><!-- fragment -->
 </div>
@@ -17833,10 +17930,102 @@
 </table>
 </div><div class="memdoc">
 
-<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00852">852</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00854">854</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
 <p>References <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor::str</a>, and <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor::type</a>.</p>
-<div class="fragment"><div class="line"><a name="l00853"></a><span class="lineno">  853</span>&#160;{</div><div class="line"><a name="l00854"></a><span class="lineno">  854</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00855"></a><span class="lineno">  855</span>&#160;    str &lt;&lt; <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>;</div><div class="line"><a name="l00856"></a><span class="lineno">  856</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00857"></a><span class="lineno">  857</span>&#160;}</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
+<div class="fragment"><div class="line"><a name="l00855"></a><span class="lineno">  855</span>&#160;{</div><div class="line"><a name="l00856"></a><span class="lineno">  856</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00857"></a><span class="lineno">  857</span>&#160;    str &lt;&lt; <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>;</div><div class="line"><a name="l00858"></a><span class="lineno">  858</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00859"></a><span class="lineno">  859</span>&#160;}</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
+<div class="ttc" id="namespacecaffe__data__extractor_xhtml_a7aead736a07eaf25623ad7bfa1f0ee2d"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">caffe_data_extractor.type</a></div><div class="ttdeci">type</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
+</div><!-- fragment -->
+</div>
+</div>
+<a class="anchor" id="a950ba288e8136db4bf52f7c51dea20eb"></a>
+<div class="memitem">
+<div class="memproto">
+<table class="mlabels">
+  <tr>
+  <td class="mlabels-left">
+      <table class="memname">
+        <tr>
+          <td class="memname">std::string arm_compute::to_string </td>
+          <td>(</td>
+          <td class="paramtype">const <a class="el" href="namespacearm__compute.xhtml#a673665b4587a2956fcbad5f0e9ba89d3">HOGNormType</a> &amp;&#160;</td>
+          <td class="paramname"><em>type</em></td><td>)</td>
+          <td></td>
+        </tr>
+      </table>
+  </td>
+  <td class="mlabels-right">
+<span class="mlabels"><span class="mlabel">inline</span></span>  </td>
+  </tr>
+</table>
+</div><div class="memdoc">
+
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00882">882</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+
+<p>References <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor::str</a>, and <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor::type</a>.</p>
+<div class="fragment"><div class="line"><a name="l00883"></a><span class="lineno">  883</span>&#160;{</div><div class="line"><a name="l00884"></a><span class="lineno">  884</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00885"></a><span class="lineno">  885</span>&#160;    str &lt;&lt; <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>;</div><div class="line"><a name="l00886"></a><span class="lineno">  886</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00887"></a><span class="lineno">  887</span>&#160;}</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
+<div class="ttc" id="namespacecaffe__data__extractor_xhtml_a7aead736a07eaf25623ad7bfa1f0ee2d"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">caffe_data_extractor.type</a></div><div class="ttdeci">type</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
+</div><!-- fragment -->
+</div>
+</div>
+<a class="anchor" id="aee88a2c259879eb9dc18cb5965e87c29"></a>
+<div class="memitem">
+<div class="memproto">
+<table class="mlabels">
+  <tr>
+  <td class="mlabels-left">
+      <table class="memname">
+        <tr>
+          <td class="memname">std::string arm_compute::to_string </td>
+          <td>(</td>
+          <td class="paramtype">const <a class="el" href="classarm__compute_1_1_size2_d.xhtml">Size2D</a> &amp;&#160;</td>
+          <td class="paramname"><em>type</em></td><td>)</td>
+          <td></td>
+        </tr>
+      </table>
+  </td>
+  <td class="mlabels-right">
+<span class="mlabels"><span class="mlabel">inline</span></span>  </td>
+  </tr>
+</table>
+</div><div class="memdoc">
+
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00897">897</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+
+<p>References <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor::str</a>, and <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor::type</a>.</p>
+<div class="fragment"><div class="line"><a name="l00898"></a><span class="lineno">  898</span>&#160;{</div><div class="line"><a name="l00899"></a><span class="lineno">  899</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00900"></a><span class="lineno">  900</span>&#160;    str &lt;&lt; <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>;</div><div class="line"><a name="l00901"></a><span class="lineno">  901</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00902"></a><span class="lineno">  902</span>&#160;}</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
+<div class="ttc" id="namespacecaffe__data__extractor_xhtml_a7aead736a07eaf25623ad7bfa1f0ee2d"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">caffe_data_extractor.type</a></div><div class="ttdeci">type</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
+</div><!-- fragment -->
+</div>
+</div>
+<a class="anchor" id="a3cf43a216912b361eaffc3c71452a31e"></a>
+<div class="memitem">
+<div class="memproto">
+<table class="mlabels">
+  <tr>
+  <td class="mlabels-left">
+      <table class="memname">
+        <tr>
+          <td class="memname">std::string arm_compute::to_string </td>
+          <td>(</td>
+          <td class="paramtype">const <a class="el" href="classarm__compute_1_1_h_o_g_info.xhtml">HOGInfo</a> &amp;&#160;</td>
+          <td class="paramname"><em>type</em></td><td>)</td>
+          <td></td>
+        </tr>
+      </table>
+  </td>
+  <td class="mlabels-right">
+<span class="mlabels"><span class="mlabel">inline</span></span>  </td>
+  </tr>
+</table>
+</div><div class="memdoc">
+
+<p>Formatted output of the <a class="el" href="classarm__compute_1_1_h_o_g_info.xhtml" title="Store the HOG&#39;s metadata. ">HOGInfo</a> type. </p>
+
+<p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00920">920</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
+
+<p>References <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor::str</a>, and <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor::type</a>.</p>
+<div class="fragment"><div class="line"><a name="l00921"></a><span class="lineno">  921</span>&#160;{</div><div class="line"><a name="l00922"></a><span class="lineno">  922</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00923"></a><span class="lineno">  923</span>&#160;    str &lt;&lt; <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>;</div><div class="line"><a name="l00924"></a><span class="lineno">  924</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00925"></a><span class="lineno">  925</span>&#160;}</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a4b99ff73a8a869319570237b5c57ab03"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">caffe_data_extractor.str</a></div><div class="ttdeci">str</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
 <div class="ttc" id="namespacecaffe__data__extractor_xhtml_a7aead736a07eaf25623ad7bfa1f0ee2d"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">caffe_data_extractor.type</a></div><div class="ttdeci">type</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
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@@ -17876,10 +18065,10 @@
 </dl>
 <dl class="section return"><dt>Returns</dt><dd>True if the window has been changed. Changes to the padding do not influence the returned value. </dd></dl>
 
-<p>Definition at line <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00407">407</a> of file <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml">Helpers.h</a>.</p>
+<p>Definition at line <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00341">341</a> of file <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml">Helpers.h</a>.</p>
 
-<p>References <a class="el" href="namespacearm__compute.xhtml#afcdda83b6a85d5798f08d92c0e235e2e">calculate_max_enlarged_window()</a>, <a class="el" href="namespacearm__compute.xhtml#aa2117aef4381edbdf81e17ec088df7f1">calculate_max_window()</a>, <a class="el" href="namespacearm__compute.xhtml#a47456b4d520aee1cba80bf6e20f6685a">calculate_max_window_horizontal()</a>, <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00272">for_each()</a>, <a class="el" href="namespacearm__compute_1_1test_1_1validation.xhtml#a096668313a9a819d54a2e65ec21ff0cc">arm_compute::test::validation::info()</a>, <a class="el" href="classarm__compute_1_1_i_access_window.xhtml#abd645498a7cbaebd88b257083e459dd6">IAccessWindow::update_padding_if_needed()</a>, and <a class="el" href="classarm__compute_1_1_i_access_window.xhtml#a5b6940395e0168f3f00da892ded537aa">IAccessWindow::update_window_if_needed()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00408"></a><span class="lineno">  408</span>&#160;{</div><div class="line"><a name="l00409"></a><span class="lineno">  409</span>&#160;    <span class="keywordtype">bool</span> window_changed = <span class="keyword">false</span>;</div><div class="line"><a name="l00410"></a><span class="lineno">  410</span>&#160;</div><div class="line"><a name="l00411"></a><span class="lineno">  411</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#ab951ff3c9484cd4b243344b3a0f12d95">for_each</a>([&amp;](<span class="keyword">const</span> IAccessWindow &amp; w)</div><div class="line"><a name="l00412"></a><span class="lineno">  412</span>&#160;    {</div><div class="line"><a name="l00413"></a><span class="lineno">  413</span>&#160;        window_changed |= w.update_window_if_needed(win);</div><div class="line"><a name="l00414"></a><span class="lineno">  414</span>&#160;    },</div><div class="line"><a name="l00415"></a><span class="lineno">  415</span>&#160;    patterns...);</div><div class="line"><a name="l00416"></a><span class="lineno">  416</span>&#160;</div><div class="line"><a name="l00417"></a><span class="lineno">  417</span>&#160;    <span class="keywordtype">bool</span> padding_changed = <span class="keyword">false</span>;</div><div class="line"><a name="l00418"></a><span class="lineno">  418</span>&#160;</div><div class="line"><a name="l00419"></a><span class="lineno">  419</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#ab951ff3c9484cd4b243344b3a0f12d95">for_each</a>([&amp;](<span class="keyword">const</span> IAccessWindow &amp; w)</div><div class="line"><a name="l00420"></a><span class="lineno">  420</span>&#160;    {</div><div class="line"><a name="l00421"></a><span class="lineno">  421</span>&#160;        padding_changed |= w.update_padding_if_needed(win);</div><div class="line"><a name="l00422"></a><span class="lineno">  422</span>&#160;    },</div><div class="line"><a name="l00423"></a><span class="lineno">  423</span>&#160;    patterns...);</div><div class="line"><a name="l00424"></a><span class="lineno">  424</span>&#160;</div><div class="line"><a name="l00425"></a><span class="lineno">  425</span>&#160;    <span class="keywordflow">return</span> window_changed;</div><div class="line"><a name="l00426"></a><span class="lineno">  426</span>&#160;}</div><div class="ttc" id="namespacearm__compute_xhtml_ab951ff3c9484cd4b243344b3a0f12d95"><div class="ttname"><a href="namespacearm__compute.xhtml#ab951ff3c9484cd4b243344b3a0f12d95">arm_compute::for_each</a></div><div class="ttdeci">void for_each(F &amp;&amp;func, T &amp;&amp;arg, Ts &amp;&amp;...args)</div><div class="ttdoc">Call the function for each of the arguments. </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_helpers_8h_source.xhtml#l00283">Helpers.h:283</a></div></div>
+<p>References <a class="el" href="namespacearm__compute.xhtml#a1c28e5916fd54b778da115bfe646f588">calculate_max_window()</a>, <a class="el" href="utility_8h_source.xhtml#l00087">arm_compute::utility::for_each()</a>, <a class="el" href="classarm__compute_1_1_i_access_window.xhtml#abd645498a7cbaebd88b257083e459dd6">IAccessWindow::update_padding_if_needed()</a>, and <a class="el" href="classarm__compute_1_1_i_access_window.xhtml#a5b6940395e0168f3f00da892ded537aa">IAccessWindow::update_window_if_needed()</a>.</p>
+<div class="fragment"><div class="line"><a name="l00342"></a><span class="lineno">  342</span>&#160;{</div><div class="line"><a name="l00343"></a><span class="lineno">  343</span>&#160;    <span class="keywordtype">bool</span> window_changed = <span class="keyword">false</span>;</div><div class="line"><a name="l00344"></a><span class="lineno">  344</span>&#160;</div><div class="line"><a name="l00345"></a><span class="lineno">  345</span>&#160;    <a class="code" href="namespacearm__compute_1_1utility.xhtml#a067ebd28103d827b6ec17032e2344064">utility::for_each</a>([&amp;](<span class="keyword">const</span> IAccessWindow &amp; w)</div><div class="line"><a name="l00346"></a><span class="lineno">  346</span>&#160;    {</div><div class="line"><a name="l00347"></a><span class="lineno">  347</span>&#160;        window_changed |= w.update_window_if_needed(win);</div><div class="line"><a name="l00348"></a><span class="lineno">  348</span>&#160;    },</div><div class="line"><a name="l00349"></a><span class="lineno">  349</span>&#160;    patterns...);</div><div class="line"><a name="l00350"></a><span class="lineno">  350</span>&#160;</div><div class="line"><a name="l00351"></a><span class="lineno">  351</span>&#160;    <span class="keywordtype">bool</span> padding_changed = <span class="keyword">false</span>;</div><div class="line"><a name="l00352"></a><span class="lineno">  352</span>&#160;</div><div class="line"><a name="l00353"></a><span class="lineno">  353</span>&#160;    <a class="code" href="namespacearm__compute_1_1utility.xhtml#a067ebd28103d827b6ec17032e2344064">utility::for_each</a>([&amp;](<span class="keyword">const</span> IAccessWindow &amp; w)</div><div class="line"><a name="l00354"></a><span class="lineno">  354</span>&#160;    {</div><div class="line"><a name="l00355"></a><span class="lineno">  355</span>&#160;        padding_changed |= w.update_padding_if_needed(win);</div><div class="line"><a name="l00356"></a><span class="lineno">  356</span>&#160;    },</div><div class="line"><a name="l00357"></a><span class="lineno">  357</span>&#160;    patterns...);</div><div class="line"><a name="l00358"></a><span class="lineno">  358</span>&#160;</div><div class="line"><a name="l00359"></a><span class="lineno">  359</span>&#160;    <span class="keywordflow">return</span> window_changed;</div><div class="line"><a name="l00360"></a><span class="lineno">  360</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1utility_xhtml_a067ebd28103d827b6ec17032e2344064"><div class="ttname"><a href="namespacearm__compute_1_1utility.xhtml#a067ebd28103d827b6ec17032e2344064">arm_compute::utility::for_each</a></div><div class="ttdeci">void for_each(F &amp;&amp;)</div><div class="ttdoc">Base case of for_each. </div><div class="ttdef"><b>Definition:</b> <a href="utility_8h_source.xhtml#l00087">utility.h:87</a></div></div>
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 <dl class="section return"><dt>Returns</dt><dd>The result of the 16 bit fixed point vector absolute value </dd></dl>
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00289">289</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
-<div class="fragment"><div class="line"><a name="l00290"></a><span class="lineno">  290</span>&#160;{</div><div class="line"><a name="l00291"></a><span class="lineno">  291</span>&#160;    <span class="keywordflow">return</span> vabs_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l00292"></a><span class="lineno">  292</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00290"></a><span class="lineno">  290</span>&#160;{</div><div class="line"><a name="l00291"></a><span class="lineno">  291</span>&#160;    <span class="keywordflow">return</span> vabs_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l00292"></a><span class="lineno">  292</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
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@@ -17951,7 +18140,7 @@
 <dl class="section return"><dt>Returns</dt><dd>The result of the 8 bit fixed point vector absolute value </dd></dl>
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00284">284</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
-<div class="fragment"><div class="line"><a name="l00285"></a><span class="lineno">  285</span>&#160;{</div><div class="line"><a name="l00286"></a><span class="lineno">  286</span>&#160;    <span class="keywordflow">return</span> vabs_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l00287"></a><span class="lineno">  287</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00285"></a><span class="lineno">  285</span>&#160;{</div><div class="line"><a name="l00286"></a><span class="lineno">  286</span>&#160;    <span class="keywordflow">return</span> vabs_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l00287"></a><span class="lineno">  287</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
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@@ -17987,7 +18176,7 @@
 <dl class="section return"><dt>Returns</dt><dd>The result of the 16 bit fixed point vector absolute value </dd></dl>
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00299">299</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
-<div class="fragment"><div class="line"><a name="l00300"></a><span class="lineno">  300</span>&#160;{</div><div class="line"><a name="l00301"></a><span class="lineno">  301</span>&#160;    <span class="keywordflow">return</span> vabsq_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l00302"></a><span class="lineno">  302</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00300"></a><span class="lineno">  300</span>&#160;{</div><div class="line"><a name="l00301"></a><span class="lineno">  301</span>&#160;    <span class="keywordflow">return</span> vabsq_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l00302"></a><span class="lineno">  302</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
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@@ -18023,7 +18212,7 @@
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 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00294">294</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
-<div class="fragment"><div class="line"><a name="l00295"></a><span class="lineno">  295</span>&#160;{</div><div class="line"><a name="l00296"></a><span class="lineno">  296</span>&#160;    <span class="keywordflow">return</span> vabsq_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l00297"></a><span class="lineno">  297</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00295"></a><span class="lineno">  295</span>&#160;{</div><div class="line"><a name="l00296"></a><span class="lineno">  296</span>&#160;    <span class="keywordflow">return</span> vabsq_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l00297"></a><span class="lineno">  297</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
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@@ -18070,8 +18259,8 @@
 <dl class="section return"><dt>Returns</dt><dd>The result of the 16 bit fixed point vector addition </dd></dl>
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00389">389</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
-<div class="fragment"><div class="line"><a name="l00390"></a><span class="lineno">  390</span>&#160;{</div><div class="line"><a name="l00391"></a><span class="lineno">  391</span>&#160;    <span class="keywordflow">return</span> vadd_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00392"></a><span class="lineno">  392</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="fragment"><div class="line"><a name="l00390"></a><span class="lineno">  390</span>&#160;{</div><div class="line"><a name="l00391"></a><span class="lineno">  391</span>&#160;    <span class="keywordflow">return</span> vadd_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00392"></a><span class="lineno">  392</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
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@@ -18118,8 +18307,8 @@
 <dl class="section return"><dt>Returns</dt><dd>The result of the 8 bit fixed point vector addition </dd></dl>
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00384">384</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
-<div class="fragment"><div class="line"><a name="l00385"></a><span class="lineno">  385</span>&#160;{</div><div class="line"><a name="l00386"></a><span class="lineno">  386</span>&#160;    <span class="keywordflow">return</span> vadd_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00387"></a><span class="lineno">  387</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="fragment"><div class="line"><a name="l00385"></a><span class="lineno">  385</span>&#160;{</div><div class="line"><a name="l00386"></a><span class="lineno">  386</span>&#160;    <span class="keywordflow">return</span> vadd_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00387"></a><span class="lineno">  387</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
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@@ -18166,8 +18355,8 @@
 <dl class="section return"><dt>Returns</dt><dd>The result of the 16 bit fixed point vector addition </dd></dl>
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00399">399</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
-<div class="fragment"><div class="line"><a name="l00400"></a><span class="lineno">  400</span>&#160;{</div><div class="line"><a name="l00401"></a><span class="lineno">  401</span>&#160;    <span class="keywordflow">return</span> vaddq_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00402"></a><span class="lineno">  402</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="fragment"><div class="line"><a name="l00400"></a><span class="lineno">  400</span>&#160;{</div><div class="line"><a name="l00401"></a><span class="lineno">  401</span>&#160;    <span class="keywordflow">return</span> vaddq_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00402"></a><span class="lineno">  402</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
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@@ -18214,8 +18403,8 @@
 <dl class="section return"><dt>Returns</dt><dd>The result of the 8 bit fixed point vector addition </dd></dl>
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00394">394</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
-<div class="fragment"><div class="line"><a name="l00395"></a><span class="lineno">  395</span>&#160;{</div><div class="line"><a name="l00396"></a><span class="lineno">  396</span>&#160;    <span class="keywordflow">return</span> vaddq_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00397"></a><span class="lineno">  397</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="fragment"><div class="line"><a name="l00395"></a><span class="lineno">  395</span>&#160;{</div><div class="line"><a name="l00396"></a><span class="lineno">  396</span>&#160;    <span class="keywordflow">return</span> vaddq_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00397"></a><span class="lineno">  397</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
 </div><!-- fragment -->
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@@ -18262,7 +18451,7 @@
 <dl class="section return"><dt>Returns</dt><dd>The result of the conversion 16 bit fixed point -&gt; float32x2 </dd></dl>
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01003">1003</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
-<div class="fragment"><div class="line"><a name="l01004"></a><span class="lineno"> 1004</span>&#160;{</div><div class="line"><a name="l01005"></a><span class="lineno"> 1005</span>&#160;    <span class="keyword">const</span> float32x4_t pow2    = vdupq_n_f32(1.0f / (1 &lt;&lt; fixed_point_position));</div><div class="line"><a name="l01006"></a><span class="lineno"> 1006</span>&#160;    <span class="keyword">const</span> float32x4_t res_f32 = vcvtq_f32_s32(vmovl_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>));</div><div class="line"><a name="l01007"></a><span class="lineno"> 1007</span>&#160;</div><div class="line"><a name="l01008"></a><span class="lineno"> 1008</span>&#160;    <span class="keywordflow">return</span> vmulq_f32(res_f32, pow2);</div><div class="line"><a name="l01009"></a><span class="lineno"> 1009</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l01004"></a><span class="lineno"> 1004</span>&#160;{</div><div class="line"><a name="l01005"></a><span class="lineno"> 1005</span>&#160;    <span class="keyword">const</span> float32x4_t pow2    = vdupq_n_f32(1.0f / (1 &lt;&lt; fixed_point_position));</div><div class="line"><a name="l01006"></a><span class="lineno"> 1006</span>&#160;    <span class="keyword">const</span> float32x4_t res_f32 = vcvtq_f32_s32(vmovl_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>));</div><div class="line"><a name="l01007"></a><span class="lineno"> 1007</span>&#160;</div><div class="line"><a name="l01008"></a><span class="lineno"> 1008</span>&#160;    <span class="keywordflow">return</span> vmulq_f32(res_f32, pow2);</div><div class="line"><a name="l01009"></a><span class="lineno"> 1009</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
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@@ -18311,7 +18500,7 @@
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00975">975</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
 <p>References <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00148">vget_high_qs16()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00138">vget_low_qs16()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00976"></a><span class="lineno">  976</span>&#160;{</div><div class="line"><a name="l00977"></a><span class="lineno">  977</span>&#160;    <span class="keyword">const</span> float32x4_t pow2 = vdupq_n_f32(1.0f / (1 &lt;&lt; fixed_point_position));</div><div class="line"><a name="l00978"></a><span class="lineno">  978</span>&#160;</div><div class="line"><a name="l00979"></a><span class="lineno">  979</span>&#160;    <span class="keyword">const</span> int16x8_t res_s16 = vmovl_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l00980"></a><span class="lineno">  980</span>&#160;</div><div class="line"><a name="l00981"></a><span class="lineno">  981</span>&#160;    <span class="keyword">const</span> int32x4x2_t res_s32 =</div><div class="line"><a name="l00982"></a><span class="lineno">  982</span>&#160;    {</div><div class="line"><a name="l00983"></a><span class="lineno">  983</span>&#160;        {</div><div class="line"><a name="l00984"></a><span class="lineno">  984</span>&#160;            vmovl_s16(<a class="code" href="namespacearm__compute.xhtml#ae895c5b470fcf069afd626bb36c63e3d">vget_low_qs16</a>(res_s16)),</div><div class="line"><a name="l00985"></a><span class="lineno">  985</span>&#160;            vmovl_s16(<a class="code" href="namespacearm__compute.xhtml#ac2edef8bf07bce91b37aa02b952b8ed6">vget_high_qs16</a>(res_s16))</div><div class="line"><a name="l00986"></a><span class="lineno">  986</span>&#160;        }</div><div class="line"><a name="l00987"></a><span class="lineno">  987</span>&#160;    };</div><div class="line"><a name="l00988"></a><span class="lineno">  988</span>&#160;</div><div class="line"><a name="l00989"></a><span class="lineno">  989</span>&#160;    float32x4x2_t res_f32 =</div><div class="line"><a name="l00990"></a><span class="lineno">  990</span>&#160;    {</div><div class="line"><a name="l00991"></a><span class="lineno">  991</span>&#160;        {</div><div class="line"><a name="l00992"></a><span class="lineno">  992</span>&#160;            vcvtq_f32_s32(res_s32.val[0]),</div><div class="line"><a name="l00993"></a><span class="lineno">  993</span>&#160;            vcvtq_f32_s32(res_s32.val[1])</div><div class="line"><a name="l00994"></a><span class="lineno">  994</span>&#160;        }</div><div class="line"><a name="l00995"></a><span class="lineno">  995</span>&#160;    };</div><div class="line"><a name="l00996"></a><span class="lineno">  996</span>&#160;</div><div class="line"><a name="l00997"></a><span class="lineno">  997</span>&#160;    res_f32.val[0] = vmulq_f32(res_f32.val[0], pow2);</div><div class="line"><a name="l00998"></a><span class="lineno">  998</span>&#160;    res_f32.val[1] = vmulq_f32(res_f32.val[1], pow2);</div><div class="line"><a name="l00999"></a><span class="lineno">  999</span>&#160;</div><div class="line"><a name="l01000"></a><span class="lineno"> 1000</span>&#160;    <span class="keywordflow">return</span> res_f32;</div><div class="line"><a name="l01001"></a><span class="lineno"> 1001</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00976"></a><span class="lineno">  976</span>&#160;{</div><div class="line"><a name="l00977"></a><span class="lineno">  977</span>&#160;    <span class="keyword">const</span> float32x4_t pow2 = vdupq_n_f32(1.0f / (1 &lt;&lt; fixed_point_position));</div><div class="line"><a name="l00978"></a><span class="lineno">  978</span>&#160;</div><div class="line"><a name="l00979"></a><span class="lineno">  979</span>&#160;    <span class="keyword">const</span> int16x8_t res_s16 = vmovl_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l00980"></a><span class="lineno">  980</span>&#160;</div><div class="line"><a name="l00981"></a><span class="lineno">  981</span>&#160;    <span class="keyword">const</span> int32x4x2_t res_s32 =</div><div class="line"><a name="l00982"></a><span class="lineno">  982</span>&#160;    {</div><div class="line"><a name="l00983"></a><span class="lineno">  983</span>&#160;        {</div><div class="line"><a name="l00984"></a><span class="lineno">  984</span>&#160;            vmovl_s16(<a class="code" href="namespacearm__compute.xhtml#ae895c5b470fcf069afd626bb36c63e3d">vget_low_qs16</a>(res_s16)),</div><div class="line"><a name="l00985"></a><span class="lineno">  985</span>&#160;            vmovl_s16(<a class="code" href="namespacearm__compute.xhtml#ac2edef8bf07bce91b37aa02b952b8ed6">vget_high_qs16</a>(res_s16))</div><div class="line"><a name="l00986"></a><span class="lineno">  986</span>&#160;        }</div><div class="line"><a name="l00987"></a><span class="lineno">  987</span>&#160;    };</div><div class="line"><a name="l00988"></a><span class="lineno">  988</span>&#160;</div><div class="line"><a name="l00989"></a><span class="lineno">  989</span>&#160;    float32x4x2_t res_f32 =</div><div class="line"><a name="l00990"></a><span class="lineno">  990</span>&#160;    {</div><div class="line"><a name="l00991"></a><span class="lineno">  991</span>&#160;        {</div><div class="line"><a name="l00992"></a><span class="lineno">  992</span>&#160;            vcvtq_f32_s32(res_s32.val[0]),</div><div class="line"><a name="l00993"></a><span class="lineno">  993</span>&#160;            vcvtq_f32_s32(res_s32.val[1])</div><div class="line"><a name="l00994"></a><span class="lineno">  994</span>&#160;        }</div><div class="line"><a name="l00995"></a><span class="lineno">  995</span>&#160;    };</div><div class="line"><a name="l00996"></a><span class="lineno">  996</span>&#160;</div><div class="line"><a name="l00997"></a><span class="lineno">  997</span>&#160;    res_f32.val[0] = vmulq_f32(res_f32.val[0], pow2);</div><div class="line"><a name="l00998"></a><span class="lineno">  998</span>&#160;    res_f32.val[1] = vmulq_f32(res_f32.val[1], pow2);</div><div class="line"><a name="l00999"></a><span class="lineno">  999</span>&#160;</div><div class="line"><a name="l01000"></a><span class="lineno"> 1000</span>&#160;    <span class="keywordflow">return</span> res_f32;</div><div class="line"><a name="l01001"></a><span class="lineno"> 1001</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_ac2edef8bf07bce91b37aa02b952b8ed6"><div class="ttname"><a href="namespacearm__compute.xhtml#ac2edef8bf07bce91b37aa02b952b8ed6">arm_compute::vget_high_qs16</a></div><div class="ttdeci">qint16x4_t vget_high_qs16(qint16x8_t a)</div><div class="ttdoc">Get the higher half of a 16 elements vector. </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00148">NEFixedPoint.inl:148</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_ae895c5b470fcf069afd626bb36c63e3d"><div class="ttname"><a href="namespacearm__compute.xhtml#ae895c5b470fcf069afd626bb36c63e3d">arm_compute::vget_low_qs16</a></div><div class="ttdeci">qint16x4_t vget_low_qs16(qint16x8_t a)</div><div class="ttdoc">Get the lower half of a 16 elements vector. </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00138">NEFixedPoint.inl:138</a></div></div>
 </div><!-- fragment -->
@@ -18352,7 +18541,7 @@
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01051">1051</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
 <p>References <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00148">vget_high_qs16()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00138">vget_low_qs16()</a>.</p>
-<div class="fragment"><div class="line"><a name="l01052"></a><span class="lineno"> 1052</span>&#160;{</div><div class="line"><a name="l01053"></a><span class="lineno"> 1053</span>&#160;    <span class="keyword">const</span> float32x4_t pow2 = vdupq_n_f32(1.0f / (1 &lt;&lt; fixed_point_position));</div><div class="line"><a name="l01054"></a><span class="lineno"> 1054</span>&#160;</div><div class="line"><a name="l01055"></a><span class="lineno"> 1055</span>&#160;    <span class="keyword">const</span> int32x4x2_t res_s32 =</div><div class="line"><a name="l01056"></a><span class="lineno"> 1056</span>&#160;    {</div><div class="line"><a name="l01057"></a><span class="lineno"> 1057</span>&#160;        {</div><div class="line"><a name="l01058"></a><span class="lineno"> 1058</span>&#160;            vmovl_s16(<a class="code" href="namespacearm__compute.xhtml#ae895c5b470fcf069afd626bb36c63e3d">vget_low_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>)),</div><div class="line"><a name="l01059"></a><span class="lineno"> 1059</span>&#160;            vmovl_s16(<a class="code" href="namespacearm__compute.xhtml#ac2edef8bf07bce91b37aa02b952b8ed6">vget_high_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>))</div><div class="line"><a name="l01060"></a><span class="lineno"> 1060</span>&#160;        }</div><div class="line"><a name="l01061"></a><span class="lineno"> 1061</span>&#160;    };</div><div class="line"><a name="l01062"></a><span class="lineno"> 1062</span>&#160;</div><div class="line"><a name="l01063"></a><span class="lineno"> 1063</span>&#160;    float32x4x2_t res_f32 =</div><div class="line"><a name="l01064"></a><span class="lineno"> 1064</span>&#160;    {</div><div class="line"><a name="l01065"></a><span class="lineno"> 1065</span>&#160;        {</div><div class="line"><a name="l01066"></a><span class="lineno"> 1066</span>&#160;            vcvtq_f32_s32(res_s32.val[0]),</div><div class="line"><a name="l01067"></a><span class="lineno"> 1067</span>&#160;            vcvtq_f32_s32(res_s32.val[1])</div><div class="line"><a name="l01068"></a><span class="lineno"> 1068</span>&#160;        }</div><div class="line"><a name="l01069"></a><span class="lineno"> 1069</span>&#160;    };</div><div class="line"><a name="l01070"></a><span class="lineno"> 1070</span>&#160;</div><div class="line"><a name="l01071"></a><span class="lineno"> 1071</span>&#160;    res_f32.val[0] = vmulq_f32(res_f32.val[0], pow2);</div><div class="line"><a name="l01072"></a><span class="lineno"> 1072</span>&#160;    res_f32.val[1] = vmulq_f32(res_f32.val[1], pow2);</div><div class="line"><a name="l01073"></a><span class="lineno"> 1073</span>&#160;</div><div class="line"><a name="l01074"></a><span class="lineno"> 1074</span>&#160;    <span class="keywordflow">return</span> res_f32;</div><div class="line"><a name="l01075"></a><span class="lineno"> 1075</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l01052"></a><span class="lineno"> 1052</span>&#160;{</div><div class="line"><a name="l01053"></a><span class="lineno"> 1053</span>&#160;    <span class="keyword">const</span> float32x4_t pow2 = vdupq_n_f32(1.0f / (1 &lt;&lt; fixed_point_position));</div><div class="line"><a name="l01054"></a><span class="lineno"> 1054</span>&#160;</div><div class="line"><a name="l01055"></a><span class="lineno"> 1055</span>&#160;    <span class="keyword">const</span> int32x4x2_t res_s32 =</div><div class="line"><a name="l01056"></a><span class="lineno"> 1056</span>&#160;    {</div><div class="line"><a name="l01057"></a><span class="lineno"> 1057</span>&#160;        {</div><div class="line"><a name="l01058"></a><span class="lineno"> 1058</span>&#160;            vmovl_s16(<a class="code" href="namespacearm__compute.xhtml#ae895c5b470fcf069afd626bb36c63e3d">vget_low_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>)),</div><div class="line"><a name="l01059"></a><span class="lineno"> 1059</span>&#160;            vmovl_s16(<a class="code" href="namespacearm__compute.xhtml#ac2edef8bf07bce91b37aa02b952b8ed6">vget_high_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>))</div><div class="line"><a name="l01060"></a><span class="lineno"> 1060</span>&#160;        }</div><div class="line"><a name="l01061"></a><span class="lineno"> 1061</span>&#160;    };</div><div class="line"><a name="l01062"></a><span class="lineno"> 1062</span>&#160;</div><div class="line"><a name="l01063"></a><span class="lineno"> 1063</span>&#160;    float32x4x2_t res_f32 =</div><div class="line"><a name="l01064"></a><span class="lineno"> 1064</span>&#160;    {</div><div class="line"><a name="l01065"></a><span class="lineno"> 1065</span>&#160;        {</div><div class="line"><a name="l01066"></a><span class="lineno"> 1066</span>&#160;            vcvtq_f32_s32(res_s32.val[0]),</div><div class="line"><a name="l01067"></a><span class="lineno"> 1067</span>&#160;            vcvtq_f32_s32(res_s32.val[1])</div><div class="line"><a name="l01068"></a><span class="lineno"> 1068</span>&#160;        }</div><div class="line"><a name="l01069"></a><span class="lineno"> 1069</span>&#160;    };</div><div class="line"><a name="l01070"></a><span class="lineno"> 1070</span>&#160;</div><div class="line"><a name="l01071"></a><span class="lineno"> 1071</span>&#160;    res_f32.val[0] = vmulq_f32(res_f32.val[0], pow2);</div><div class="line"><a name="l01072"></a><span class="lineno"> 1072</span>&#160;    res_f32.val[1] = vmulq_f32(res_f32.val[1], pow2);</div><div class="line"><a name="l01073"></a><span class="lineno"> 1073</span>&#160;</div><div class="line"><a name="l01074"></a><span class="lineno"> 1074</span>&#160;    <span class="keywordflow">return</span> res_f32;</div><div class="line"><a name="l01075"></a><span class="lineno"> 1075</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_ac2edef8bf07bce91b37aa02b952b8ed6"><div class="ttname"><a href="namespacearm__compute.xhtml#ac2edef8bf07bce91b37aa02b952b8ed6">arm_compute::vget_high_qs16</a></div><div class="ttdeci">qint16x4_t vget_high_qs16(qint16x8_t a)</div><div class="ttdoc">Get the higher half of a 16 elements vector. </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00148">NEFixedPoint.inl:148</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_ae895c5b470fcf069afd626bb36c63e3d"><div class="ttname"><a href="namespacearm__compute.xhtml#ae895c5b470fcf069afd626bb36c63e3d">arm_compute::vget_low_qs16</a></div><div class="ttdeci">qint16x4_t vget_low_qs16(qint16x8_t a)</div><div class="ttdoc">Get the lower half of a 16 elements vector. </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00138">NEFixedPoint.inl:138</a></div></div>
 </div><!-- fragment -->
@@ -18393,7 +18582,7 @@
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01011">1011</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
 <p>References <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00148">vget_high_qs16()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00138">vget_low_qs16()</a>.</p>
-<div class="fragment"><div class="line"><a name="l01012"></a><span class="lineno"> 1012</span>&#160;{</div><div class="line"><a name="l01013"></a><span class="lineno"> 1013</span>&#160;    <span class="keyword">const</span> float32x4_t pow2 = vdupq_n_f32(1.0f / (1 &lt;&lt; fixed_point_position));</div><div class="line"><a name="l01014"></a><span class="lineno"> 1014</span>&#160;</div><div class="line"><a name="l01015"></a><span class="lineno"> 1015</span>&#160;    <span class="keyword">const</span> int16x8x2_t res_s16 =</div><div class="line"><a name="l01016"></a><span class="lineno"> 1016</span>&#160;    {</div><div class="line"><a name="l01017"></a><span class="lineno"> 1017</span>&#160;        {</div><div class="line"><a name="l01018"></a><span class="lineno"> 1018</span>&#160;            vmovl_s8(vget_low_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>)),</div><div class="line"><a name="l01019"></a><span class="lineno"> 1019</span>&#160;            vmovl_s8(vget_high_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>)),</div><div class="line"><a name="l01020"></a><span class="lineno"> 1020</span>&#160;        }</div><div class="line"><a name="l01021"></a><span class="lineno"> 1021</span>&#160;    };</div><div class="line"><a name="l01022"></a><span class="lineno"> 1022</span>&#160;</div><div class="line"><a name="l01023"></a><span class="lineno"> 1023</span>&#160;    <span class="keyword">const</span> int32x4x4_t res_s32 =</div><div class="line"><a name="l01024"></a><span class="lineno"> 1024</span>&#160;    {</div><div class="line"><a name="l01025"></a><span class="lineno"> 1025</span>&#160;        {</div><div class="line"><a name="l01026"></a><span class="lineno"> 1026</span>&#160;            vmovl_s16(<a class="code" href="namespacearm__compute.xhtml#ae895c5b470fcf069afd626bb36c63e3d">vget_low_qs16</a>(res_s16.val[0])),</div><div class="line"><a name="l01027"></a><span class="lineno"> 1027</span>&#160;            vmovl_s16(<a class="code" href="namespacearm__compute.xhtml#ac2edef8bf07bce91b37aa02b952b8ed6">vget_high_qs16</a>(res_s16.val[0])),</div><div class="line"><a name="l01028"></a><span class="lineno"> 1028</span>&#160;            vmovl_s16(<a class="code" href="namespacearm__compute.xhtml#ae895c5b470fcf069afd626bb36c63e3d">vget_low_qs16</a>(res_s16.val[1])),</div><div class="line"><a name="l01029"></a><span class="lineno"> 1029</span>&#160;            vmovl_s16(<a class="code" href="namespacearm__compute.xhtml#ac2edef8bf07bce91b37aa02b952b8ed6">vget_high_qs16</a>(res_s16.val[1])),</div><div class="line"><a name="l01030"></a><span class="lineno"> 1030</span>&#160;        }</div><div class="line"><a name="l01031"></a><span class="lineno"> 1031</span>&#160;    };</div><div class="line"><a name="l01032"></a><span class="lineno"> 1032</span>&#160;</div><div class="line"><a name="l01033"></a><span class="lineno"> 1033</span>&#160;    float32x4x4_t res_f32 =</div><div class="line"><a name="l01034"></a><span class="lineno"> 1034</span>&#160;    {</div><div class="line"><a name="l01035"></a><span class="lineno"> 1035</span>&#160;        {</div><div class="line"><a name="l01036"></a><span class="lineno"> 1036</span>&#160;            vcvtq_f32_s32(res_s32.val[0]),</div><div class="line"><a name="l01037"></a><span class="lineno"> 1037</span>&#160;            vcvtq_f32_s32(res_s32.val[1]),</div><div class="line"><a name="l01038"></a><span class="lineno"> 1038</span>&#160;            vcvtq_f32_s32(res_s32.val[2]),</div><div class="line"><a name="l01039"></a><span class="lineno"> 1039</span>&#160;            vcvtq_f32_s32(res_s32.val[3])</div><div class="line"><a name="l01040"></a><span class="lineno"> 1040</span>&#160;        }</div><div class="line"><a name="l01041"></a><span class="lineno"> 1041</span>&#160;    };</div><div class="line"><a name="l01042"></a><span class="lineno"> 1042</span>&#160;</div><div class="line"><a name="l01043"></a><span class="lineno"> 1043</span>&#160;    res_f32.val[0] = vmulq_f32(res_f32.val[0], pow2);</div><div class="line"><a name="l01044"></a><span class="lineno"> 1044</span>&#160;    res_f32.val[1] = vmulq_f32(res_f32.val[1], pow2);</div><div class="line"><a name="l01045"></a><span class="lineno"> 1045</span>&#160;    res_f32.val[2] = vmulq_f32(res_f32.val[2], pow2);</div><div class="line"><a name="l01046"></a><span class="lineno"> 1046</span>&#160;    res_f32.val[3] = vmulq_f32(res_f32.val[3], pow2);</div><div class="line"><a name="l01047"></a><span class="lineno"> 1047</span>&#160;</div><div class="line"><a name="l01048"></a><span class="lineno"> 1048</span>&#160;    <span class="keywordflow">return</span> res_f32;</div><div class="line"><a name="l01049"></a><span class="lineno"> 1049</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l01012"></a><span class="lineno"> 1012</span>&#160;{</div><div class="line"><a name="l01013"></a><span class="lineno"> 1013</span>&#160;    <span class="keyword">const</span> float32x4_t pow2 = vdupq_n_f32(1.0f / (1 &lt;&lt; fixed_point_position));</div><div class="line"><a name="l01014"></a><span class="lineno"> 1014</span>&#160;</div><div class="line"><a name="l01015"></a><span class="lineno"> 1015</span>&#160;    <span class="keyword">const</span> int16x8x2_t res_s16 =</div><div class="line"><a name="l01016"></a><span class="lineno"> 1016</span>&#160;    {</div><div class="line"><a name="l01017"></a><span class="lineno"> 1017</span>&#160;        {</div><div class="line"><a name="l01018"></a><span class="lineno"> 1018</span>&#160;            vmovl_s8(vget_low_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>)),</div><div class="line"><a name="l01019"></a><span class="lineno"> 1019</span>&#160;            vmovl_s8(vget_high_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>)),</div><div class="line"><a name="l01020"></a><span class="lineno"> 1020</span>&#160;        }</div><div class="line"><a name="l01021"></a><span class="lineno"> 1021</span>&#160;    };</div><div class="line"><a name="l01022"></a><span class="lineno"> 1022</span>&#160;</div><div class="line"><a name="l01023"></a><span class="lineno"> 1023</span>&#160;    <span class="keyword">const</span> int32x4x4_t res_s32 =</div><div class="line"><a name="l01024"></a><span class="lineno"> 1024</span>&#160;    {</div><div class="line"><a name="l01025"></a><span class="lineno"> 1025</span>&#160;        {</div><div class="line"><a name="l01026"></a><span class="lineno"> 1026</span>&#160;            vmovl_s16(<a class="code" href="namespacearm__compute.xhtml#ae895c5b470fcf069afd626bb36c63e3d">vget_low_qs16</a>(res_s16.val[0])),</div><div class="line"><a name="l01027"></a><span class="lineno"> 1027</span>&#160;            vmovl_s16(<a class="code" href="namespacearm__compute.xhtml#ac2edef8bf07bce91b37aa02b952b8ed6">vget_high_qs16</a>(res_s16.val[0])),</div><div class="line"><a name="l01028"></a><span class="lineno"> 1028</span>&#160;            vmovl_s16(<a class="code" href="namespacearm__compute.xhtml#ae895c5b470fcf069afd626bb36c63e3d">vget_low_qs16</a>(res_s16.val[1])),</div><div class="line"><a name="l01029"></a><span class="lineno"> 1029</span>&#160;            vmovl_s16(<a class="code" href="namespacearm__compute.xhtml#ac2edef8bf07bce91b37aa02b952b8ed6">vget_high_qs16</a>(res_s16.val[1])),</div><div class="line"><a name="l01030"></a><span class="lineno"> 1030</span>&#160;        }</div><div class="line"><a name="l01031"></a><span class="lineno"> 1031</span>&#160;    };</div><div class="line"><a name="l01032"></a><span class="lineno"> 1032</span>&#160;</div><div class="line"><a name="l01033"></a><span class="lineno"> 1033</span>&#160;    float32x4x4_t res_f32 =</div><div class="line"><a name="l01034"></a><span class="lineno"> 1034</span>&#160;    {</div><div class="line"><a name="l01035"></a><span class="lineno"> 1035</span>&#160;        {</div><div class="line"><a name="l01036"></a><span class="lineno"> 1036</span>&#160;            vcvtq_f32_s32(res_s32.val[0]),</div><div class="line"><a name="l01037"></a><span class="lineno"> 1037</span>&#160;            vcvtq_f32_s32(res_s32.val[1]),</div><div class="line"><a name="l01038"></a><span class="lineno"> 1038</span>&#160;            vcvtq_f32_s32(res_s32.val[2]),</div><div class="line"><a name="l01039"></a><span class="lineno"> 1039</span>&#160;            vcvtq_f32_s32(res_s32.val[3])</div><div class="line"><a name="l01040"></a><span class="lineno"> 1040</span>&#160;        }</div><div class="line"><a name="l01041"></a><span class="lineno"> 1041</span>&#160;    };</div><div class="line"><a name="l01042"></a><span class="lineno"> 1042</span>&#160;</div><div class="line"><a name="l01043"></a><span class="lineno"> 1043</span>&#160;    res_f32.val[0] = vmulq_f32(res_f32.val[0], pow2);</div><div class="line"><a name="l01044"></a><span class="lineno"> 1044</span>&#160;    res_f32.val[1] = vmulq_f32(res_f32.val[1], pow2);</div><div class="line"><a name="l01045"></a><span class="lineno"> 1045</span>&#160;    res_f32.val[2] = vmulq_f32(res_f32.val[2], pow2);</div><div class="line"><a name="l01046"></a><span class="lineno"> 1046</span>&#160;    res_f32.val[3] = vmulq_f32(res_f32.val[3], pow2);</div><div class="line"><a name="l01047"></a><span class="lineno"> 1047</span>&#160;</div><div class="line"><a name="l01048"></a><span class="lineno"> 1048</span>&#160;    <span class="keywordflow">return</span> res_f32;</div><div class="line"><a name="l01049"></a><span class="lineno"> 1049</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_ac2edef8bf07bce91b37aa02b952b8ed6"><div class="ttname"><a href="namespacearm__compute.xhtml#ac2edef8bf07bce91b37aa02b952b8ed6">arm_compute::vget_high_qs16</a></div><div class="ttdeci">qint16x4_t vget_high_qs16(qint16x8_t a)</div><div class="ttdoc">Get the higher half of a 16 elements vector. </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00148">NEFixedPoint.inl:148</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_ae895c5b470fcf069afd626bb36c63e3d"><div class="ttname"><a href="namespacearm__compute.xhtml#ae895c5b470fcf069afd626bb36c63e3d">arm_compute::vget_low_qs16</a></div><div class="ttdeci">qint16x4_t vget_low_qs16(qint16x8_t a)</div><div class="ttdoc">Get the lower half of a 16 elements vector. </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00138">NEFixedPoint.inl:138</a></div></div>
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@@ -18523,9 +18712,9 @@
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01299">1299</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
 <p>References <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00496">vmul_qs16()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01103">vrecip_qs16()</a>.</p>
-<div class="fragment"><div class="line"><a name="l01300"></a><span class="lineno"> 1300</span>&#160;{</div><div class="line"><a name="l01301"></a><span class="lineno"> 1301</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute.xhtml#a8e14017f1276f4a4e14078d93ed692bd">vrecip_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>, fixed_point_position), fixed_point_position);</div><div class="line"><a name="l01302"></a><span class="lineno"> 1302</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l01300"></a><span class="lineno"> 1300</span>&#160;{</div><div class="line"><a name="l01301"></a><span class="lineno"> 1301</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute.xhtml#a8e14017f1276f4a4e14078d93ed692bd">vrecip_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>, fixed_point_position), fixed_point_position);</div><div class="line"><a name="l01302"></a><span class="lineno"> 1302</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_ac1b67e3283a1cae4d57b7f64137f5f5c"><div class="ttname"><a href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">arm_compute::vmul_qs16</a></div><div class="ttdeci">qint16x4_t vmul_qs16(qint16x4_t a, qint16x4_t b, int fixed_point_position)</div><div class="ttdoc">16 bit fixed point vector multiply (4 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00496">NEFixedPoint.inl:496</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a8e14017f1276f4a4e14078d93ed692bd"><div class="ttname"><a href="namespacearm__compute.xhtml#a8e14017f1276f4a4e14078d93ed692bd">arm_compute::vrecip_qs16</a></div><div class="ttdeci">qint16x4_t vrecip_qs16(qint16x4_t a, int fixed_point_position)</div><div class="ttdoc">Calculate reciprocal of a fixed point 8bit number using the Newton-Raphson method. </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l01103">NEFixedPoint.inl:1103</a></div></div>
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 </div>
@@ -18582,10 +18771,10 @@
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01294">1294</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
 <p>References <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00479">vmul_qs8()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01077">vrecip_qs8()</a>.</p>
-<div class="fragment"><div class="line"><a name="l01295"></a><span class="lineno"> 1295</span>&#160;{</div><div class="line"><a name="l01296"></a><span class="lineno"> 1296</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute.xhtml#afccf1305c480f2338af8925bba6b54cd">vmul_qs8</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute.xhtml#aa24b270b0193ad8983dfecd6105c4936">vrecip_qs8</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>, fixed_point_position), fixed_point_position);</div><div class="line"><a name="l01297"></a><span class="lineno"> 1297</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l01295"></a><span class="lineno"> 1295</span>&#160;{</div><div class="line"><a name="l01296"></a><span class="lineno"> 1296</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute.xhtml#afccf1305c480f2338af8925bba6b54cd">vmul_qs8</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute.xhtml#aa24b270b0193ad8983dfecd6105c4936">vrecip_qs8</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>, fixed_point_position), fixed_point_position);</div><div class="line"><a name="l01297"></a><span class="lineno"> 1297</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_afccf1305c480f2338af8925bba6b54cd"><div class="ttname"><a href="namespacearm__compute.xhtml#afccf1305c480f2338af8925bba6b54cd">arm_compute::vmul_qs8</a></div><div class="ttdeci">qint8x8_t vmul_qs8(qint8x8_t a, qint8x8_t b, int fixed_point_position)</div><div class="ttdoc">8 bit fixed point vector multiply (8 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00479">NEFixedPoint.inl:479</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_aa24b270b0193ad8983dfecd6105c4936"><div class="ttname"><a href="namespacearm__compute.xhtml#aa24b270b0193ad8983dfecd6105c4936">arm_compute::vrecip_qs8</a></div><div class="ttdeci">qint8x8_t vrecip_qs8(qint8x8_t a, int fixed_point_position)</div><div class="ttdoc">Calculate reciprocal of a fixed point 8bit number using the Newton-Raphson method. </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l01077">NEFixedPoint.inl:1077</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
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 </div>
 </div>
@@ -18642,8 +18831,8 @@
 
 <p>References <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00533">vmulq_qs16()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01210">vrecipq_qs16()</a>.</p>
 <div class="fragment"><div class="line"><a name="l01310"></a><span class="lineno"> 1310</span>&#160;{</div><div class="line"><a name="l01311"></a><span class="lineno"> 1311</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute.xhtml#a74ea79cda0ff6a819b2e5176fe0fc622">vmulq_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute.xhtml#aea1b943c0452ea124c9f8ac0d1315bed">vrecipq_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>, fixed_point_position), fixed_point_position);</div><div class="line"><a name="l01312"></a><span class="lineno"> 1312</span>&#160;}</div><div class="ttc" id="namespacearm__compute_xhtml_aea1b943c0452ea124c9f8ac0d1315bed"><div class="ttname"><a href="namespacearm__compute.xhtml#aea1b943c0452ea124c9f8ac0d1315bed">arm_compute::vrecipq_qs16</a></div><div class="ttdeci">qint16x8_t vrecipq_qs16(qint16x8_t a, int fixed_point_position)</div><div class="ttdoc">Calculate reciprocal of a fixed point 8bit number using the Newton-Raphson method. </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l01210">NEFixedPoint.inl:1210</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a74ea79cda0ff6a819b2e5176fe0fc622"><div class="ttname"><a href="namespacearm__compute.xhtml#a74ea79cda0ff6a819b2e5176fe0fc622">arm_compute::vmulq_qs16</a></div><div class="ttdeci">qint16x8_t vmulq_qs16(qint16x8_t a, qint16x8_t b, int fixed_point_position)</div><div class="ttdoc">16 bit fixed point vector multiply (8 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00533">NEFixedPoint.inl:533</a></div></div>
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@@ -18700,9 +18889,9 @@
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01304">1304</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
 <p>References <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00513">vmulq_qs8()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01183">vrecipq_qs8()</a>.</p>
-<div class="fragment"><div class="line"><a name="l01305"></a><span class="lineno"> 1305</span>&#160;{</div><div class="line"><a name="l01306"></a><span class="lineno"> 1306</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute.xhtml#a031b17d4102856aa4d6bf7ebf83bf0ab">vmulq_qs8</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute.xhtml#abbeb1dc4834fb4e97cf94d702d0e0f91">vrecipq_qs8</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>, fixed_point_position), fixed_point_position);</div><div class="line"><a name="l01307"></a><span class="lineno"> 1307</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l01305"></a><span class="lineno"> 1305</span>&#160;{</div><div class="line"><a name="l01306"></a><span class="lineno"> 1306</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute.xhtml#a031b17d4102856aa4d6bf7ebf83bf0ab">vmulq_qs8</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute.xhtml#abbeb1dc4834fb4e97cf94d702d0e0f91">vrecipq_qs8</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>, fixed_point_position), fixed_point_position);</div><div class="line"><a name="l01307"></a><span class="lineno"> 1307</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a031b17d4102856aa4d6bf7ebf83bf0ab"><div class="ttname"><a href="namespacearm__compute.xhtml#a031b17d4102856aa4d6bf7ebf83bf0ab">arm_compute::vmulq_qs8</a></div><div class="ttdeci">qint8x16_t vmulq_qs8(qint8x16_t a, qint8x16_t b, int fixed_point_position)</div><div class="ttdoc">8 bit fixed point vector multiply (16 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00513">NEFixedPoint.inl:513</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_abbeb1dc4834fb4e97cf94d702d0e0f91"><div class="ttname"><a href="namespacearm__compute.xhtml#abbeb1dc4834fb4e97cf94d702d0e0f91">arm_compute::vrecipq_qs8</a></div><div class="ttdeci">qint8x16_t vrecipq_qs8(qint8x16_t a, int fixed_point_position)</div><div class="ttdoc">Calculate reciprocal of a fixed point 8bit number using the Newton-Raphson method. </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l01183">NEFixedPoint.inl:1183</a></div></div>
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@@ -18741,7 +18930,7 @@
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00238">238</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
 <p>Referenced by <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01729">vinvsqrt_qs16()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01785">vqinvsqrt_qs16()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00239"></a><span class="lineno">  239</span>&#160;{</div><div class="line"><a name="l00240"></a><span class="lineno">  240</span>&#160;    <span class="keywordflow">return</span> vdup_n_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l00241"></a><span class="lineno">  241</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00239"></a><span class="lineno">  239</span>&#160;{</div><div class="line"><a name="l00240"></a><span class="lineno">  240</span>&#160;    <span class="keywordflow">return</span> vdup_n_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l00241"></a><span class="lineno">  241</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
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@@ -18779,7 +18968,7 @@
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00233">233</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
 <p>Referenced by <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01702">vinvsqrt_qs8()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01758">vqinvsqrt_qs8()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00234"></a><span class="lineno">  234</span>&#160;{</div><div class="line"><a name="l00235"></a><span class="lineno">  235</span>&#160;    <span class="keywordflow">return</span> vdup_n_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l00236"></a><span class="lineno">  236</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00234"></a><span class="lineno">  234</span>&#160;{</div><div class="line"><a name="l00235"></a><span class="lineno">  235</span>&#160;    <span class="keywordflow">return</span> vdup_n_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l00236"></a><span class="lineno">  236</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
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@@ -18833,7 +19022,7 @@
 </div><div class="memdoc">
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00274">274</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
-<div class="fragment"><div class="line"><a name="l00275"></a><span class="lineno">  275</span>&#160;{</div><div class="line"><a name="l00276"></a><span class="lineno">  276</span>&#160;    <span class="keywordflow">return</span> vdupq_n_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l00277"></a><span class="lineno">  277</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00275"></a><span class="lineno">  275</span>&#160;{</div><div class="line"><a name="l00276"></a><span class="lineno">  276</span>&#160;    <span class="keywordflow">return</span> vdupq_n_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l00277"></a><span class="lineno">  277</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
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@@ -18882,7 +19071,7 @@
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00262">262</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
 <p>References <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00949">vqcvtq_qs16_f32()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00263"></a><span class="lineno">  263</span>&#160;{</div><div class="line"><a name="l00264"></a><span class="lineno">  264</span>&#160;    float32x4x2_t res =</div><div class="line"><a name="l00265"></a><span class="lineno">  265</span>&#160;    {</div><div class="line"><a name="l00266"></a><span class="lineno">  266</span>&#160;        {</div><div class="line"><a name="l00267"></a><span class="lineno">  267</span>&#160;            vdupq_n_f32(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>),</div><div class="line"><a name="l00268"></a><span class="lineno">  268</span>&#160;            vdupq_n_f32(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>),</div><div class="line"><a name="l00269"></a><span class="lineno">  269</span>&#160;        }</div><div class="line"><a name="l00270"></a><span class="lineno">  270</span>&#160;    };</div><div class="line"><a name="l00271"></a><span class="lineno">  271</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute.xhtml#afe99b690ec0046061f66f699fa055b47">vqcvtq_qs16_f32</a>(res, fixed_point_position);</div><div class="line"><a name="l00272"></a><span class="lineno">  272</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00263"></a><span class="lineno">  263</span>&#160;{</div><div class="line"><a name="l00264"></a><span class="lineno">  264</span>&#160;    float32x4x2_t res =</div><div class="line"><a name="l00265"></a><span class="lineno">  265</span>&#160;    {</div><div class="line"><a name="l00266"></a><span class="lineno">  266</span>&#160;        {</div><div class="line"><a name="l00267"></a><span class="lineno">  267</span>&#160;            vdupq_n_f32(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>),</div><div class="line"><a name="l00268"></a><span class="lineno">  268</span>&#160;            vdupq_n_f32(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>),</div><div class="line"><a name="l00269"></a><span class="lineno">  269</span>&#160;        }</div><div class="line"><a name="l00270"></a><span class="lineno">  270</span>&#160;    };</div><div class="line"><a name="l00271"></a><span class="lineno">  271</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute.xhtml#afe99b690ec0046061f66f699fa055b47">vqcvtq_qs16_f32</a>(res, fixed_point_position);</div><div class="line"><a name="l00272"></a><span class="lineno">  272</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_afe99b690ec0046061f66f699fa055b47"><div class="ttname"><a href="namespacearm__compute.xhtml#afe99b690ec0046061f66f699fa055b47">arm_compute::vqcvtq_qs16_f32</a></div><div class="ttdeci">qint16x8_t vqcvtq_qs16_f32(const float32x4x2_t &amp;a, int fixed_point_position)</div><div class="ttdoc">Convert a float vector with 4x2 elements to 16 bit fixed point vector with 8 elements. </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00949">NEFixedPoint.inl:949</a></div></div>
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@@ -18910,7 +19099,7 @@
 </div><div class="memdoc">
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00279">279</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
-<div class="fragment"><div class="line"><a name="l00280"></a><span class="lineno">  280</span>&#160;{</div><div class="line"><a name="l00281"></a><span class="lineno">  281</span>&#160;    <span class="keywordflow">return</span> vdupq_n_s32(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l00282"></a><span class="lineno">  282</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00280"></a><span class="lineno">  280</span>&#160;{</div><div class="line"><a name="l00281"></a><span class="lineno">  281</span>&#160;    <span class="keywordflow">return</span> vdupq_n_s32(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l00282"></a><span class="lineno">  282</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
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@@ -18948,7 +19137,7 @@
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00243">243</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
 <p>Referenced by <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01814">vinvsqrtq_qs8()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01870">vqinvsqrtq_qs8()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00244"></a><span class="lineno">  244</span>&#160;{</div><div class="line"><a name="l00245"></a><span class="lineno">  245</span>&#160;    <span class="keywordflow">return</span> vdupq_n_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l00246"></a><span class="lineno">  246</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00244"></a><span class="lineno">  244</span>&#160;{</div><div class="line"><a name="l00245"></a><span class="lineno">  245</span>&#160;    <span class="keywordflow">return</span> vdupq_n_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l00246"></a><span class="lineno">  246</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
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@@ -18997,7 +19186,7 @@
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00248">248</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
 <p>References <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00909">vqcvtq_qs8_f32()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00249"></a><span class="lineno">  249</span>&#160;{</div><div class="line"><a name="l00250"></a><span class="lineno">  250</span>&#160;    float32x4x4_t res =</div><div class="line"><a name="l00251"></a><span class="lineno">  251</span>&#160;    {</div><div class="line"><a name="l00252"></a><span class="lineno">  252</span>&#160;        {</div><div class="line"><a name="l00253"></a><span class="lineno">  253</span>&#160;            vdupq_n_f32(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>),</div><div class="line"><a name="l00254"></a><span class="lineno">  254</span>&#160;            vdupq_n_f32(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>),</div><div class="line"><a name="l00255"></a><span class="lineno">  255</span>&#160;            vdupq_n_f32(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>),</div><div class="line"><a name="l00256"></a><span class="lineno">  256</span>&#160;            vdupq_n_f32(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>),</div><div class="line"><a name="l00257"></a><span class="lineno">  257</span>&#160;        }</div><div class="line"><a name="l00258"></a><span class="lineno">  258</span>&#160;    };</div><div class="line"><a name="l00259"></a><span class="lineno">  259</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute.xhtml#ad7eb7d308bb87e94eb693bc13eda5adc">vqcvtq_qs8_f32</a>(res, fixed_point_position);</div><div class="line"><a name="l00260"></a><span class="lineno">  260</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00249"></a><span class="lineno">  249</span>&#160;{</div><div class="line"><a name="l00250"></a><span class="lineno">  250</span>&#160;    float32x4x4_t res =</div><div class="line"><a name="l00251"></a><span class="lineno">  251</span>&#160;    {</div><div class="line"><a name="l00252"></a><span class="lineno">  252</span>&#160;        {</div><div class="line"><a name="l00253"></a><span class="lineno">  253</span>&#160;            vdupq_n_f32(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>),</div><div class="line"><a name="l00254"></a><span class="lineno">  254</span>&#160;            vdupq_n_f32(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>),</div><div class="line"><a name="l00255"></a><span class="lineno">  255</span>&#160;            vdupq_n_f32(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>),</div><div class="line"><a name="l00256"></a><span class="lineno">  256</span>&#160;            vdupq_n_f32(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>),</div><div class="line"><a name="l00257"></a><span class="lineno">  257</span>&#160;        }</div><div class="line"><a name="l00258"></a><span class="lineno">  258</span>&#160;    };</div><div class="line"><a name="l00259"></a><span class="lineno">  259</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute.xhtml#ad7eb7d308bb87e94eb693bc13eda5adc">vqcvtq_qs8_f32</a>(res, fixed_point_position);</div><div class="line"><a name="l00260"></a><span class="lineno">  260</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_ad7eb7d308bb87e94eb693bc13eda5adc"><div class="ttname"><a href="namespacearm__compute.xhtml#ad7eb7d308bb87e94eb693bc13eda5adc">arm_compute::vqcvtq_qs8_f32</a></div><div class="ttdeci">qint8x16_t vqcvtq_qs8_f32(const float32x4x4_t &amp;a, int fixed_point_position)</div><div class="ttdoc">Convert a float vector with 4x4 elements to 8 bit fixed point vector with 16 elements. </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00909">NEFixedPoint.inl:909</a></div></div>
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@@ -19112,7 +19301,7 @@
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00148">148</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
 <p>Referenced by <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00975">vcvt_f32_qs8()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01051">vcvtq_f32_qs16()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01011">vcvtq_f32_qs8()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00704">vmlaq_qs16()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00533">vmulq_qs16()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00779">vqmlaq_qs16()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00607">vqmulq_qs16()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00149"></a><span class="lineno">  149</span>&#160;{</div><div class="line"><a name="l00150"></a><span class="lineno">  150</span>&#160;    <span class="keywordflow">return</span> vget_high_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l00151"></a><span class="lineno">  151</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00149"></a><span class="lineno">  149</span>&#160;{</div><div class="line"><a name="l00150"></a><span class="lineno">  150</span>&#160;    <span class="keywordflow">return</span> vget_high_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l00151"></a><span class="lineno">  151</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
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@@ -19148,7 +19337,7 @@
 <dl class="section return"><dt>Returns</dt><dd>8 bit fixed point vector (8 elements) </dd></dl>
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00143">143</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
-<div class="fragment"><div class="line"><a name="l00144"></a><span class="lineno">  144</span>&#160;{</div><div class="line"><a name="l00145"></a><span class="lineno">  145</span>&#160;    <span class="keywordflow">return</span> vget_high_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l00146"></a><span class="lineno">  146</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00144"></a><span class="lineno">  144</span>&#160;{</div><div class="line"><a name="l00145"></a><span class="lineno">  145</span>&#160;    <span class="keywordflow">return</span> vget_high_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l00146"></a><span class="lineno">  146</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
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@@ -19186,7 +19375,7 @@
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00138">138</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
 <p>Referenced by <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00975">vcvt_f32_qs8()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01051">vcvtq_f32_qs16()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01011">vcvtq_f32_qs8()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00704">vmlaq_qs16()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00533">vmulq_qs16()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00779">vqmlaq_qs16()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00607">vqmulq_qs16()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00139"></a><span class="lineno">  139</span>&#160;{</div><div class="line"><a name="l00140"></a><span class="lineno">  140</span>&#160;    <span class="keywordflow">return</span> vget_low_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l00141"></a><span class="lineno">  141</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00139"></a><span class="lineno">  139</span>&#160;{</div><div class="line"><a name="l00140"></a><span class="lineno">  140</span>&#160;    <span class="keywordflow">return</span> vget_low_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l00141"></a><span class="lineno">  141</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
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@@ -19222,7 +19411,7 @@
 <dl class="section return"><dt>Returns</dt><dd>8 bit fixed point vector (8 elements) </dd></dl>
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00133">133</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
-<div class="fragment"><div class="line"><a name="l00134"></a><span class="lineno">  134</span>&#160;{</div><div class="line"><a name="l00135"></a><span class="lineno">  135</span>&#160;    <span class="keywordflow">return</span> vget_low_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l00136"></a><span class="lineno">  136</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00134"></a><span class="lineno">  134</span>&#160;{</div><div class="line"><a name="l00135"></a><span class="lineno">  135</span>&#160;    <span class="keywordflow">return</span> vget_low_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l00136"></a><span class="lineno">  136</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
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@@ -19378,7 +19567,7 @@
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01729">1729</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
 <p>References <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00238">vdup_n_qs16()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00496">vmul_qs16()</a>.</p>
-<div class="fragment"><div class="line"><a name="l01730"></a><span class="lineno"> 1730</span>&#160;{</div><div class="line"><a name="l01731"></a><span class="lineno"> 1731</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> const_three = vdup_n_s16(3 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01732"></a><span class="lineno"> 1732</span>&#160;</div><div class="line"><a name="l01733"></a><span class="lineno"> 1733</span>&#160;    <span class="comment">// Find shift value. Number must be in (0.5, 2) range.</span></div><div class="line"><a name="l01734"></a><span class="lineno"> 1734</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> shift_value = vneg_s16(vsub_s16(vdup_n_s16(16), vadd_s16(vclz_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vdup_n_s16(fixed_point_position))));</div><div class="line"><a name="l01735"></a><span class="lineno"> 1735</span>&#160;</div><div class="line"><a name="l01736"></a><span class="lineno"> 1736</span>&#160;    <span class="comment">// Add one when the shift value is negative in order to get the correct result when we shift right with 1</span></div><div class="line"><a name="l01737"></a><span class="lineno"> 1737</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> temp         = vsub_s16(vdup_n_s16(16), vadd_s16(vclz_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vdup_n_s16(fixed_point_position)));</div><div class="line"><a name="l01738"></a><span class="lineno"> 1738</span>&#160;    uint16x4_t temp_ltz     = vclt_s16(temp, <a class="code" href="namespacearm__compute.xhtml#a1f6c3965dec29d8ac84ff84a164e9d8e">vdup_n_qs16</a>(0));</div><div class="line"><a name="l01739"></a><span class="lineno"> 1739</span>&#160;    temp                    = vbsl_s16(temp_ltz, vadd_s16(temp, vdup_n_s16(1)), temp);</div><div class="line"><a name="l01740"></a><span class="lineno"> 1740</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> shift_value2 = vneg_s16(vshr_n_s16(temp, 1));</div><div class="line"><a name="l01741"></a><span class="lineno"> 1741</span>&#160;</div><div class="line"><a name="l01742"></a><span class="lineno"> 1742</span>&#160;    temp = vshl_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, shift_value);</div><div class="line"><a name="l01743"></a><span class="lineno"> 1743</span>&#160;</div><div class="line"><a name="l01744"></a><span class="lineno"> 1744</span>&#160;    <span class="comment">// Initial guess</span></div><div class="line"><a name="l01745"></a><span class="lineno"> 1745</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> x = temp;</div><div class="line"><a name="l01746"></a><span class="lineno"> 1746</span>&#160;</div><div class="line"><a name="l01747"></a><span class="lineno"> 1747</span>&#160;    <span class="comment">// Calculate (x / 2) * (3 - a * x^2)</span></div><div class="line"><a name="l01748"></a><span class="lineno"> 1748</span>&#160;    <span class="comment">// After five iterations we have the result for 8 bit</span></div><div class="line"><a name="l01749"></a><span class="lineno"> 1749</span>&#160;    x = vshr_n_s16(<a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(x, vsub_s16(const_three, <a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(temp, <a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01750"></a><span class="lineno"> 1750</span>&#160;    x = vshr_n_s16(<a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(x, vsub_s16(const_three, <a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(temp, <a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01751"></a><span class="lineno"> 1751</span>&#160;    x = vshr_n_s16(<a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(x, vsub_s16(const_three, <a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(temp, <a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01752"></a><span class="lineno"> 1752</span>&#160;    x = vshr_n_s16(<a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(x, vsub_s16(const_three, <a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(temp, <a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01753"></a><span class="lineno"> 1753</span>&#160;    x = vshr_n_s16(<a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(x, vsub_s16(const_three, <a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(temp, <a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01754"></a><span class="lineno"> 1754</span>&#160;</div><div class="line"><a name="l01755"></a><span class="lineno"> 1755</span>&#160;    <span class="keywordflow">return</span> vshl_s16(x, shift_value2);</div><div class="line"><a name="l01756"></a><span class="lineno"> 1756</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l01730"></a><span class="lineno"> 1730</span>&#160;{</div><div class="line"><a name="l01731"></a><span class="lineno"> 1731</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> const_three = vdup_n_s16(3 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01732"></a><span class="lineno"> 1732</span>&#160;</div><div class="line"><a name="l01733"></a><span class="lineno"> 1733</span>&#160;    <span class="comment">// Find shift value. Number must be in (0.5, 2) range.</span></div><div class="line"><a name="l01734"></a><span class="lineno"> 1734</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> shift_value = vneg_s16(vsub_s16(vdup_n_s16(16), vadd_s16(vclz_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vdup_n_s16(fixed_point_position))));</div><div class="line"><a name="l01735"></a><span class="lineno"> 1735</span>&#160;</div><div class="line"><a name="l01736"></a><span class="lineno"> 1736</span>&#160;    <span class="comment">// Add one when the shift value is negative in order to get the correct result when we shift right with 1</span></div><div class="line"><a name="l01737"></a><span class="lineno"> 1737</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> temp         = vsub_s16(vdup_n_s16(16), vadd_s16(vclz_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vdup_n_s16(fixed_point_position)));</div><div class="line"><a name="l01738"></a><span class="lineno"> 1738</span>&#160;    uint16x4_t temp_ltz     = vclt_s16(temp, <a class="code" href="namespacearm__compute.xhtml#a1f6c3965dec29d8ac84ff84a164e9d8e">vdup_n_qs16</a>(0));</div><div class="line"><a name="l01739"></a><span class="lineno"> 1739</span>&#160;    temp                    = vbsl_s16(temp_ltz, vadd_s16(temp, vdup_n_s16(1)), temp);</div><div class="line"><a name="l01740"></a><span class="lineno"> 1740</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> shift_value2 = vneg_s16(vshr_n_s16(temp, 1));</div><div class="line"><a name="l01741"></a><span class="lineno"> 1741</span>&#160;</div><div class="line"><a name="l01742"></a><span class="lineno"> 1742</span>&#160;    temp = vshl_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, shift_value);</div><div class="line"><a name="l01743"></a><span class="lineno"> 1743</span>&#160;</div><div class="line"><a name="l01744"></a><span class="lineno"> 1744</span>&#160;    <span class="comment">// Initial guess</span></div><div class="line"><a name="l01745"></a><span class="lineno"> 1745</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> x = temp;</div><div class="line"><a name="l01746"></a><span class="lineno"> 1746</span>&#160;</div><div class="line"><a name="l01747"></a><span class="lineno"> 1747</span>&#160;    <span class="comment">// Calculate (x / 2) * (3 - a * x^2)</span></div><div class="line"><a name="l01748"></a><span class="lineno"> 1748</span>&#160;    <span class="comment">// After five iterations we have the result for 8 bit</span></div><div class="line"><a name="l01749"></a><span class="lineno"> 1749</span>&#160;    x = vshr_n_s16(<a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(x, vsub_s16(const_three, <a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(temp, <a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01750"></a><span class="lineno"> 1750</span>&#160;    x = vshr_n_s16(<a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(x, vsub_s16(const_three, <a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(temp, <a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01751"></a><span class="lineno"> 1751</span>&#160;    x = vshr_n_s16(<a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(x, vsub_s16(const_three, <a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(temp, <a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01752"></a><span class="lineno"> 1752</span>&#160;    x = vshr_n_s16(<a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(x, vsub_s16(const_three, <a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(temp, <a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01753"></a><span class="lineno"> 1753</span>&#160;    x = vshr_n_s16(<a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(x, vsub_s16(const_three, <a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(temp, <a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01754"></a><span class="lineno"> 1754</span>&#160;</div><div class="line"><a name="l01755"></a><span class="lineno"> 1755</span>&#160;    <span class="keywordflow">return</span> vshl_s16(x, shift_value2);</div><div class="line"><a name="l01756"></a><span class="lineno"> 1756</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a1f6c3965dec29d8ac84ff84a164e9d8e"><div class="ttname"><a href="namespacearm__compute.xhtml#a1f6c3965dec29d8ac84ff84a164e9d8e">arm_compute::vdup_n_qs16</a></div><div class="ttdeci">qint16x4_t vdup_n_qs16(qint16_t a)</div><div class="ttdoc">16 bit fixed point vector duplicate (4 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00238">NEFixedPoint.inl:238</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_ac1b67e3283a1cae4d57b7f64137f5f5c"><div class="ttname"><a href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">arm_compute::vmul_qs16</a></div><div class="ttdeci">qint16x4_t vmul_qs16(qint16x4_t a, qint16x4_t b, int fixed_point_position)</div><div class="ttdoc">16 bit fixed point vector multiply (4 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00496">NEFixedPoint.inl:496</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a82c56f0856f56d430393e6a00baee983"><div class="ttname"><a href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">arm_compute::qint16x4_t</a></div><div class="ttdeci">int16x4_t qint16x4_t</div><div class="ttdoc">16 bit fixed point vector with 4 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00041">NEFixedPoint.h:41</a></div></div>
@@ -19430,7 +19619,7 @@
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01702">1702</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
 <p>References <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00233">vdup_n_qs8()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00479">vmul_qs8()</a>.</p>
-<div class="fragment"><div class="line"><a name="l01703"></a><span class="lineno"> 1703</span>&#160;{</div><div class="line"><a name="l01704"></a><span class="lineno"> 1704</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> const_three = vdup_n_s8(3 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01705"></a><span class="lineno"> 1705</span>&#160;</div><div class="line"><a name="l01706"></a><span class="lineno"> 1706</span>&#160;    <span class="comment">// Find shift value. Number must be in (0.5, 2) range.</span></div><div class="line"><a name="l01707"></a><span class="lineno"> 1707</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> shift_value = vneg_s8(vsub_s8(vdup_n_s8(8), vadd_s8(vclz_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vdup_n_s8(fixed_point_position))));</div><div class="line"><a name="l01708"></a><span class="lineno"> 1708</span>&#160;</div><div class="line"><a name="l01709"></a><span class="lineno"> 1709</span>&#160;    <span class="comment">// Add one when the shift value is negative in order to get the correct result when we shift right with 1</span></div><div class="line"><a name="l01710"></a><span class="lineno"> 1710</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> temp         = vsub_s8(vdup_n_s8(8), vadd_s8(vclz_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vdup_n_s8(fixed_point_position)));</div><div class="line"><a name="l01711"></a><span class="lineno"> 1711</span>&#160;    uint8x8_t temp_ltz     = vclt_s8(temp, <a class="code" href="namespacearm__compute.xhtml#a1a226812e3cfdf3494adbdd92d4a1cb3">vdup_n_qs8</a>(0));</div><div class="line"><a name="l01712"></a><span class="lineno"> 1712</span>&#160;    temp                   = vbsl_s8(temp_ltz, vadd_s8(temp, vdup_n_s8(1)), temp);</div><div class="line"><a name="l01713"></a><span class="lineno"> 1713</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> shift_value2 = vneg_s8(vshr_n_s8(temp, 1));</div><div class="line"><a name="l01714"></a><span class="lineno"> 1714</span>&#160;</div><div class="line"><a name="l01715"></a><span class="lineno"> 1715</span>&#160;    temp = vshl_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, shift_value);</div><div class="line"><a name="l01716"></a><span class="lineno"> 1716</span>&#160;</div><div class="line"><a name="l01717"></a><span class="lineno"> 1717</span>&#160;    <span class="comment">// Initial guess</span></div><div class="line"><a name="l01718"></a><span class="lineno"> 1718</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> x = temp;</div><div class="line"><a name="l01719"></a><span class="lineno"> 1719</span>&#160;</div><div class="line"><a name="l01720"></a><span class="lineno"> 1720</span>&#160;    <span class="comment">// Calculate (x / 2) * (3 - a * x^2)</span></div><div class="line"><a name="l01721"></a><span class="lineno"> 1721</span>&#160;    <span class="comment">// After three iterations we have the result for 8 bit</span></div><div class="line"><a name="l01722"></a><span class="lineno"> 1722</span>&#160;    x = vshr_n_s8(<a class="code" href="namespacearm__compute.xhtml#afccf1305c480f2338af8925bba6b54cd">vmul_qs8</a>(x, vsub_s8(const_three, <a class="code" href="namespacearm__compute.xhtml#afccf1305c480f2338af8925bba6b54cd">vmul_qs8</a>(temp, <a class="code" href="namespacearm__compute.xhtml#afccf1305c480f2338af8925bba6b54cd">vmul_qs8</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01723"></a><span class="lineno"> 1723</span>&#160;    x = vshr_n_s8(<a class="code" href="namespacearm__compute.xhtml#afccf1305c480f2338af8925bba6b54cd">vmul_qs8</a>(x, vsub_s8(const_three, <a class="code" href="namespacearm__compute.xhtml#afccf1305c480f2338af8925bba6b54cd">vmul_qs8</a>(temp, <a class="code" href="namespacearm__compute.xhtml#afccf1305c480f2338af8925bba6b54cd">vmul_qs8</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01724"></a><span class="lineno"> 1724</span>&#160;    x = vshr_n_s8(<a class="code" href="namespacearm__compute.xhtml#afccf1305c480f2338af8925bba6b54cd">vmul_qs8</a>(x, vsub_s8(const_three, <a class="code" href="namespacearm__compute.xhtml#afccf1305c480f2338af8925bba6b54cd">vmul_qs8</a>(temp, <a class="code" href="namespacearm__compute.xhtml#afccf1305c480f2338af8925bba6b54cd">vmul_qs8</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01725"></a><span class="lineno"> 1725</span>&#160;</div><div class="line"><a name="l01726"></a><span class="lineno"> 1726</span>&#160;    <span class="keywordflow">return</span> vshl_s8(x, shift_value2);</div><div class="line"><a name="l01727"></a><span class="lineno"> 1727</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l01703"></a><span class="lineno"> 1703</span>&#160;{</div><div class="line"><a name="l01704"></a><span class="lineno"> 1704</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> const_three = vdup_n_s8(3 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01705"></a><span class="lineno"> 1705</span>&#160;</div><div class="line"><a name="l01706"></a><span class="lineno"> 1706</span>&#160;    <span class="comment">// Find shift value. Number must be in (0.5, 2) range.</span></div><div class="line"><a name="l01707"></a><span class="lineno"> 1707</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> shift_value = vneg_s8(vsub_s8(vdup_n_s8(8), vadd_s8(vclz_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vdup_n_s8(fixed_point_position))));</div><div class="line"><a name="l01708"></a><span class="lineno"> 1708</span>&#160;</div><div class="line"><a name="l01709"></a><span class="lineno"> 1709</span>&#160;    <span class="comment">// Add one when the shift value is negative in order to get the correct result when we shift right with 1</span></div><div class="line"><a name="l01710"></a><span class="lineno"> 1710</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> temp         = vsub_s8(vdup_n_s8(8), vadd_s8(vclz_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vdup_n_s8(fixed_point_position)));</div><div class="line"><a name="l01711"></a><span class="lineno"> 1711</span>&#160;    uint8x8_t temp_ltz     = vclt_s8(temp, <a class="code" href="namespacearm__compute.xhtml#a1a226812e3cfdf3494adbdd92d4a1cb3">vdup_n_qs8</a>(0));</div><div class="line"><a name="l01712"></a><span class="lineno"> 1712</span>&#160;    temp                   = vbsl_s8(temp_ltz, vadd_s8(temp, vdup_n_s8(1)), temp);</div><div class="line"><a name="l01713"></a><span class="lineno"> 1713</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> shift_value2 = vneg_s8(vshr_n_s8(temp, 1));</div><div class="line"><a name="l01714"></a><span class="lineno"> 1714</span>&#160;</div><div class="line"><a name="l01715"></a><span class="lineno"> 1715</span>&#160;    temp = vshl_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, shift_value);</div><div class="line"><a name="l01716"></a><span class="lineno"> 1716</span>&#160;</div><div class="line"><a name="l01717"></a><span class="lineno"> 1717</span>&#160;    <span class="comment">// Initial guess</span></div><div class="line"><a name="l01718"></a><span class="lineno"> 1718</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> x = temp;</div><div class="line"><a name="l01719"></a><span class="lineno"> 1719</span>&#160;</div><div class="line"><a name="l01720"></a><span class="lineno"> 1720</span>&#160;    <span class="comment">// Calculate (x / 2) * (3 - a * x^2)</span></div><div class="line"><a name="l01721"></a><span class="lineno"> 1721</span>&#160;    <span class="comment">// After three iterations we have the result for 8 bit</span></div><div class="line"><a name="l01722"></a><span class="lineno"> 1722</span>&#160;    x = vshr_n_s8(<a class="code" href="namespacearm__compute.xhtml#afccf1305c480f2338af8925bba6b54cd">vmul_qs8</a>(x, vsub_s8(const_three, <a class="code" href="namespacearm__compute.xhtml#afccf1305c480f2338af8925bba6b54cd">vmul_qs8</a>(temp, <a class="code" href="namespacearm__compute.xhtml#afccf1305c480f2338af8925bba6b54cd">vmul_qs8</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01723"></a><span class="lineno"> 1723</span>&#160;    x = vshr_n_s8(<a class="code" href="namespacearm__compute.xhtml#afccf1305c480f2338af8925bba6b54cd">vmul_qs8</a>(x, vsub_s8(const_three, <a class="code" href="namespacearm__compute.xhtml#afccf1305c480f2338af8925bba6b54cd">vmul_qs8</a>(temp, <a class="code" href="namespacearm__compute.xhtml#afccf1305c480f2338af8925bba6b54cd">vmul_qs8</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01724"></a><span class="lineno"> 1724</span>&#160;    x = vshr_n_s8(<a class="code" href="namespacearm__compute.xhtml#afccf1305c480f2338af8925bba6b54cd">vmul_qs8</a>(x, vsub_s8(const_three, <a class="code" href="namespacearm__compute.xhtml#afccf1305c480f2338af8925bba6b54cd">vmul_qs8</a>(temp, <a class="code" href="namespacearm__compute.xhtml#afccf1305c480f2338af8925bba6b54cd">vmul_qs8</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01725"></a><span class="lineno"> 1725</span>&#160;</div><div class="line"><a name="l01726"></a><span class="lineno"> 1726</span>&#160;    <span class="keywordflow">return</span> vshl_s8(x, shift_value2);</div><div class="line"><a name="l01727"></a><span class="lineno"> 1727</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a1a226812e3cfdf3494adbdd92d4a1cb3"><div class="ttname"><a href="namespacearm__compute.xhtml#a1a226812e3cfdf3494adbdd92d4a1cb3">arm_compute::vdup_n_qs8</a></div><div class="ttdeci">qint8x8_t vdup_n_qs8(qint8_t a)</div><div class="ttdoc">8 bit fixed point vector duplicate (8 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00233">NEFixedPoint.inl:233</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_afccf1305c480f2338af8925bba6b54cd"><div class="ttname"><a href="namespacearm__compute.xhtml#afccf1305c480f2338af8925bba6b54cd">arm_compute::vmul_qs8</a></div><div class="ttdeci">qint8x8_t vmul_qs8(qint8x8_t a, qint8x8_t b, int fixed_point_position)</div><div class="ttdoc">8 bit fixed point vector multiply (8 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00479">NEFixedPoint.inl:479</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a16a1bee14f1db073f75caa76dacf5078"><div class="ttname"><a href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">arm_compute::qint8x8_t</a></div><div class="ttdeci">int8x8_t qint8x8_t</div><div class="ttdoc">8 bit fixed point vector with 8 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00033">NEFixedPoint.h:33</a></div></div>
@@ -19517,7 +19706,7 @@
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01841">1841</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
 <p>References <a class="el" href="namespacearm__compute.xhtml#a740436aed8843612da747f40ff926875">vdupq_n_qs16()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00533">vmulq_qs16()</a>.</p>
-<div class="fragment"><div class="line"><a name="l01842"></a><span class="lineno"> 1842</span>&#160;{</div><div class="line"><a name="l01843"></a><span class="lineno"> 1843</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> const_three = vdupq_n_s16(3 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01844"></a><span class="lineno"> 1844</span>&#160;</div><div class="line"><a name="l01845"></a><span class="lineno"> 1845</span>&#160;    <span class="comment">// Find shift value. Number must be in (0.5, 2) range.</span></div><div class="line"><a name="l01846"></a><span class="lineno"> 1846</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> shift_value = vnegq_s16(vsubq_s16(vdupq_n_s16(16), vaddq_s16(vclzq_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vdupq_n_s16(fixed_point_position))));</div><div class="line"><a name="l01847"></a><span class="lineno"> 1847</span>&#160;</div><div class="line"><a name="l01848"></a><span class="lineno"> 1848</span>&#160;    <span class="comment">// Add one when the shift value is negative in order to get the correct result when we shift right with 1</span></div><div class="line"><a name="l01849"></a><span class="lineno"> 1849</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> temp         = vsubq_s16(vdupq_n_s16(16), vaddq_s16(vclzq_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vdupq_n_s16(fixed_point_position)));</div><div class="line"><a name="l01850"></a><span class="lineno"> 1850</span>&#160;    uint16x8_t temp_ltz     = vcltq_s16(temp, <a class="code" href="namespacearm__compute.xhtml#aed2fc8d1b9642b7625379a930ef4914a">vdupq_n_qs16</a>(0));</div><div class="line"><a name="l01851"></a><span class="lineno"> 1851</span>&#160;    temp                    = vbslq_s16(temp_ltz, vaddq_s16(temp, vdupq_n_s16(1)), temp);</div><div class="line"><a name="l01852"></a><span class="lineno"> 1852</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> shift_value2 = vnegq_s16(vshrq_n_s16(temp, 1));</div><div class="line"><a name="l01853"></a><span class="lineno"> 1853</span>&#160;</div><div class="line"><a name="l01854"></a><span class="lineno"> 1854</span>&#160;    temp = vshlq_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, shift_value);</div><div class="line"><a name="l01855"></a><span class="lineno"> 1855</span>&#160;</div><div class="line"><a name="l01856"></a><span class="lineno"> 1856</span>&#160;    <span class="comment">// Initial guess</span></div><div class="line"><a name="l01857"></a><span class="lineno"> 1857</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> x = temp;</div><div class="line"><a name="l01858"></a><span class="lineno"> 1858</span>&#160;</div><div class="line"><a name="l01859"></a><span class="lineno"> 1859</span>&#160;    <span class="comment">// Calculate (x / 2) * (3 - a * x^2)</span></div><div class="line"><a name="l01860"></a><span class="lineno"> 1860</span>&#160;    <span class="comment">// After five iterations we have the result for 16 bit</span></div><div class="line"><a name="l01861"></a><span class="lineno"> 1861</span>&#160;    x = vshrq_n_s16(<a class="code" href="namespacearm__compute.xhtml#a74ea79cda0ff6a819b2e5176fe0fc622">vmulq_qs16</a>(x, vsubq_s16(const_three, <a class="code" href="namespacearm__compute.xhtml#a74ea79cda0ff6a819b2e5176fe0fc622">vmulq_qs16</a>(temp, <a class="code" href="namespacearm__compute.xhtml#a74ea79cda0ff6a819b2e5176fe0fc622">vmulq_qs16</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01862"></a><span class="lineno"> 1862</span>&#160;    x = vshrq_n_s16(<a class="code" href="namespacearm__compute.xhtml#a74ea79cda0ff6a819b2e5176fe0fc622">vmulq_qs16</a>(x, vsubq_s16(const_three, <a class="code" href="namespacearm__compute.xhtml#a74ea79cda0ff6a819b2e5176fe0fc622">vmulq_qs16</a>(temp, <a class="code" href="namespacearm__compute.xhtml#a74ea79cda0ff6a819b2e5176fe0fc622">vmulq_qs16</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01863"></a><span class="lineno"> 1863</span>&#160;    x = vshrq_n_s16(<a class="code" href="namespacearm__compute.xhtml#a74ea79cda0ff6a819b2e5176fe0fc622">vmulq_qs16</a>(x, vsubq_s16(const_three, <a class="code" href="namespacearm__compute.xhtml#a74ea79cda0ff6a819b2e5176fe0fc622">vmulq_qs16</a>(temp, <a class="code" href="namespacearm__compute.xhtml#a74ea79cda0ff6a819b2e5176fe0fc622">vmulq_qs16</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01864"></a><span class="lineno"> 1864</span>&#160;    x = vshrq_n_s16(<a class="code" href="namespacearm__compute.xhtml#a74ea79cda0ff6a819b2e5176fe0fc622">vmulq_qs16</a>(x, vsubq_s16(const_three, <a class="code" href="namespacearm__compute.xhtml#a74ea79cda0ff6a819b2e5176fe0fc622">vmulq_qs16</a>(temp, <a class="code" href="namespacearm__compute.xhtml#a74ea79cda0ff6a819b2e5176fe0fc622">vmulq_qs16</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01865"></a><span class="lineno"> 1865</span>&#160;    x = vshrq_n_s16(<a class="code" href="namespacearm__compute.xhtml#a74ea79cda0ff6a819b2e5176fe0fc622">vmulq_qs16</a>(x, vsubq_s16(const_three, <a class="code" href="namespacearm__compute.xhtml#a74ea79cda0ff6a819b2e5176fe0fc622">vmulq_qs16</a>(temp, <a class="code" href="namespacearm__compute.xhtml#a74ea79cda0ff6a819b2e5176fe0fc622">vmulq_qs16</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01866"></a><span class="lineno"> 1866</span>&#160;</div><div class="line"><a name="l01867"></a><span class="lineno"> 1867</span>&#160;    <span class="keywordflow">return</span> vshlq_s16(x, shift_value2);</div><div class="line"><a name="l01868"></a><span class="lineno"> 1868</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l01842"></a><span class="lineno"> 1842</span>&#160;{</div><div class="line"><a name="l01843"></a><span class="lineno"> 1843</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> const_three = vdupq_n_s16(3 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01844"></a><span class="lineno"> 1844</span>&#160;</div><div class="line"><a name="l01845"></a><span class="lineno"> 1845</span>&#160;    <span class="comment">// Find shift value. Number must be in (0.5, 2) range.</span></div><div class="line"><a name="l01846"></a><span class="lineno"> 1846</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> shift_value = vnegq_s16(vsubq_s16(vdupq_n_s16(16), vaddq_s16(vclzq_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vdupq_n_s16(fixed_point_position))));</div><div class="line"><a name="l01847"></a><span class="lineno"> 1847</span>&#160;</div><div class="line"><a name="l01848"></a><span class="lineno"> 1848</span>&#160;    <span class="comment">// Add one when the shift value is negative in order to get the correct result when we shift right with 1</span></div><div class="line"><a name="l01849"></a><span class="lineno"> 1849</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> temp         = vsubq_s16(vdupq_n_s16(16), vaddq_s16(vclzq_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vdupq_n_s16(fixed_point_position)));</div><div class="line"><a name="l01850"></a><span class="lineno"> 1850</span>&#160;    uint16x8_t temp_ltz     = vcltq_s16(temp, <a class="code" href="namespacearm__compute.xhtml#aed2fc8d1b9642b7625379a930ef4914a">vdupq_n_qs16</a>(0));</div><div class="line"><a name="l01851"></a><span class="lineno"> 1851</span>&#160;    temp                    = vbslq_s16(temp_ltz, vaddq_s16(temp, vdupq_n_s16(1)), temp);</div><div class="line"><a name="l01852"></a><span class="lineno"> 1852</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> shift_value2 = vnegq_s16(vshrq_n_s16(temp, 1));</div><div class="line"><a name="l01853"></a><span class="lineno"> 1853</span>&#160;</div><div class="line"><a name="l01854"></a><span class="lineno"> 1854</span>&#160;    temp = vshlq_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, shift_value);</div><div class="line"><a name="l01855"></a><span class="lineno"> 1855</span>&#160;</div><div class="line"><a name="l01856"></a><span class="lineno"> 1856</span>&#160;    <span class="comment">// Initial guess</span></div><div class="line"><a name="l01857"></a><span class="lineno"> 1857</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> x = temp;</div><div class="line"><a name="l01858"></a><span class="lineno"> 1858</span>&#160;</div><div class="line"><a name="l01859"></a><span class="lineno"> 1859</span>&#160;    <span class="comment">// Calculate (x / 2) * (3 - a * x^2)</span></div><div class="line"><a name="l01860"></a><span class="lineno"> 1860</span>&#160;    <span class="comment">// After five iterations we have the result for 16 bit</span></div><div class="line"><a name="l01861"></a><span class="lineno"> 1861</span>&#160;    x = vshrq_n_s16(<a class="code" href="namespacearm__compute.xhtml#a74ea79cda0ff6a819b2e5176fe0fc622">vmulq_qs16</a>(x, vsubq_s16(const_three, <a class="code" href="namespacearm__compute.xhtml#a74ea79cda0ff6a819b2e5176fe0fc622">vmulq_qs16</a>(temp, <a class="code" href="namespacearm__compute.xhtml#a74ea79cda0ff6a819b2e5176fe0fc622">vmulq_qs16</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01862"></a><span class="lineno"> 1862</span>&#160;    x = vshrq_n_s16(<a class="code" href="namespacearm__compute.xhtml#a74ea79cda0ff6a819b2e5176fe0fc622">vmulq_qs16</a>(x, vsubq_s16(const_three, <a class="code" href="namespacearm__compute.xhtml#a74ea79cda0ff6a819b2e5176fe0fc622">vmulq_qs16</a>(temp, <a class="code" href="namespacearm__compute.xhtml#a74ea79cda0ff6a819b2e5176fe0fc622">vmulq_qs16</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01863"></a><span class="lineno"> 1863</span>&#160;    x = vshrq_n_s16(<a class="code" href="namespacearm__compute.xhtml#a74ea79cda0ff6a819b2e5176fe0fc622">vmulq_qs16</a>(x, vsubq_s16(const_three, <a class="code" href="namespacearm__compute.xhtml#a74ea79cda0ff6a819b2e5176fe0fc622">vmulq_qs16</a>(temp, <a class="code" href="namespacearm__compute.xhtml#a74ea79cda0ff6a819b2e5176fe0fc622">vmulq_qs16</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01864"></a><span class="lineno"> 1864</span>&#160;    x = vshrq_n_s16(<a class="code" href="namespacearm__compute.xhtml#a74ea79cda0ff6a819b2e5176fe0fc622">vmulq_qs16</a>(x, vsubq_s16(const_three, <a class="code" href="namespacearm__compute.xhtml#a74ea79cda0ff6a819b2e5176fe0fc622">vmulq_qs16</a>(temp, <a class="code" href="namespacearm__compute.xhtml#a74ea79cda0ff6a819b2e5176fe0fc622">vmulq_qs16</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01865"></a><span class="lineno"> 1865</span>&#160;    x = vshrq_n_s16(<a class="code" href="namespacearm__compute.xhtml#a74ea79cda0ff6a819b2e5176fe0fc622">vmulq_qs16</a>(x, vsubq_s16(const_three, <a class="code" href="namespacearm__compute.xhtml#a74ea79cda0ff6a819b2e5176fe0fc622">vmulq_qs16</a>(temp, <a class="code" href="namespacearm__compute.xhtml#a74ea79cda0ff6a819b2e5176fe0fc622">vmulq_qs16</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01866"></a><span class="lineno"> 1866</span>&#160;</div><div class="line"><a name="l01867"></a><span class="lineno"> 1867</span>&#160;    <span class="keywordflow">return</span> vshlq_s16(x, shift_value2);</div><div class="line"><a name="l01868"></a><span class="lineno"> 1868</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_aed2fc8d1b9642b7625379a930ef4914a"><div class="ttname"><a href="namespacearm__compute.xhtml#aed2fc8d1b9642b7625379a930ef4914a">arm_compute::vdupq_n_qs16</a></div><div class="ttdeci">qint16x8_t vdupq_n_qs16(qint16_t a)</div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00274">NEFixedPoint.inl:274</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a4e15143176bfacdde8b06f4bb0b67427"><div class="ttname"><a href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">arm_compute::qint16x8_t</a></div><div class="ttdeci">int16x8_t qint16x8_t</div><div class="ttdoc">16 bit fixed point vector with 8 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00045">NEFixedPoint.h:45</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a74ea79cda0ff6a819b2e5176fe0fc622"><div class="ttname"><a href="namespacearm__compute.xhtml#a74ea79cda0ff6a819b2e5176fe0fc622">arm_compute::vmulq_qs16</a></div><div class="ttdeci">qint16x8_t vmulq_qs16(qint16x8_t a, qint16x8_t b, int fixed_point_position)</div><div class="ttdoc">16 bit fixed point vector multiply (8 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00533">NEFixedPoint.inl:533</a></div></div>
@@ -19569,7 +19758,7 @@
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01814">1814</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
 <p>References <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00243">vdupq_n_qs8()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00513">vmulq_qs8()</a>.</p>
-<div class="fragment"><div class="line"><a name="l01815"></a><span class="lineno"> 1815</span>&#160;{</div><div class="line"><a name="l01816"></a><span class="lineno"> 1816</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> const_three = vdupq_n_s8(3 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01817"></a><span class="lineno"> 1817</span>&#160;</div><div class="line"><a name="l01818"></a><span class="lineno"> 1818</span>&#160;    <span class="comment">// Find shift value. Number must be in (0.5, 2) range.</span></div><div class="line"><a name="l01819"></a><span class="lineno"> 1819</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> shift_value = vnegq_s8(vsubq_s8(vdupq_n_s8(8), vaddq_s8(vclzq_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vdupq_n_s8(fixed_point_position))));</div><div class="line"><a name="l01820"></a><span class="lineno"> 1820</span>&#160;</div><div class="line"><a name="l01821"></a><span class="lineno"> 1821</span>&#160;    <span class="comment">// Add one when the shift value is negative in order to get the correct result when we shift right with 1</span></div><div class="line"><a name="l01822"></a><span class="lineno"> 1822</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> temp         = vsubq_s8(vdupq_n_s8(8), vaddq_s8(vclzq_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vdupq_n_s8(fixed_point_position)));</div><div class="line"><a name="l01823"></a><span class="lineno"> 1823</span>&#160;    uint8x16_t temp_ltz     = vcltq_s8(temp, <a class="code" href="namespacearm__compute.xhtml#adbd4df93ed00fcda54f91e669ea2be04">vdupq_n_qs8</a>(0));</div><div class="line"><a name="l01824"></a><span class="lineno"> 1824</span>&#160;    temp                    = vbslq_s8(temp_ltz, vaddq_s8(temp, vdupq_n_s8(1)), temp);</div><div class="line"><a name="l01825"></a><span class="lineno"> 1825</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> shift_value2 = vnegq_s8(vshrq_n_s8(temp, 1));</div><div class="line"><a name="l01826"></a><span class="lineno"> 1826</span>&#160;</div><div class="line"><a name="l01827"></a><span class="lineno"> 1827</span>&#160;    temp = vshlq_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, shift_value);</div><div class="line"><a name="l01828"></a><span class="lineno"> 1828</span>&#160;</div><div class="line"><a name="l01829"></a><span class="lineno"> 1829</span>&#160;    <span class="comment">// Initial guess</span></div><div class="line"><a name="l01830"></a><span class="lineno"> 1830</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> x = temp;</div><div class="line"><a name="l01831"></a><span class="lineno"> 1831</span>&#160;</div><div class="line"><a name="l01832"></a><span class="lineno"> 1832</span>&#160;    <span class="comment">// Calculate (x / 2) * (3 - a * x^2)</span></div><div class="line"><a name="l01833"></a><span class="lineno"> 1833</span>&#160;    <span class="comment">// After three iterations we have the result for 8 bit</span></div><div class="line"><a name="l01834"></a><span class="lineno"> 1834</span>&#160;    x = vshrq_n_s8(<a class="code" href="namespacearm__compute.xhtml#a031b17d4102856aa4d6bf7ebf83bf0ab">vmulq_qs8</a>(x, vsubq_s8(const_three, <a class="code" href="namespacearm__compute.xhtml#a031b17d4102856aa4d6bf7ebf83bf0ab">vmulq_qs8</a>(temp, <a class="code" href="namespacearm__compute.xhtml#a031b17d4102856aa4d6bf7ebf83bf0ab">vmulq_qs8</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01835"></a><span class="lineno"> 1835</span>&#160;    x = vshrq_n_s8(<a class="code" href="namespacearm__compute.xhtml#a031b17d4102856aa4d6bf7ebf83bf0ab">vmulq_qs8</a>(x, vsubq_s8(const_three, <a class="code" href="namespacearm__compute.xhtml#a031b17d4102856aa4d6bf7ebf83bf0ab">vmulq_qs8</a>(temp, <a class="code" href="namespacearm__compute.xhtml#a031b17d4102856aa4d6bf7ebf83bf0ab">vmulq_qs8</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01836"></a><span class="lineno"> 1836</span>&#160;    x = vshrq_n_s8(<a class="code" href="namespacearm__compute.xhtml#a031b17d4102856aa4d6bf7ebf83bf0ab">vmulq_qs8</a>(x, vsubq_s8(const_three, <a class="code" href="namespacearm__compute.xhtml#a031b17d4102856aa4d6bf7ebf83bf0ab">vmulq_qs8</a>(temp, <a class="code" href="namespacearm__compute.xhtml#a031b17d4102856aa4d6bf7ebf83bf0ab">vmulq_qs8</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01837"></a><span class="lineno"> 1837</span>&#160;</div><div class="line"><a name="l01838"></a><span class="lineno"> 1838</span>&#160;    <span class="keywordflow">return</span> vshlq_s8(x, shift_value2);</div><div class="line"><a name="l01839"></a><span class="lineno"> 1839</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l01815"></a><span class="lineno"> 1815</span>&#160;{</div><div class="line"><a name="l01816"></a><span class="lineno"> 1816</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> const_three = vdupq_n_s8(3 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01817"></a><span class="lineno"> 1817</span>&#160;</div><div class="line"><a name="l01818"></a><span class="lineno"> 1818</span>&#160;    <span class="comment">// Find shift value. Number must be in (0.5, 2) range.</span></div><div class="line"><a name="l01819"></a><span class="lineno"> 1819</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> shift_value = vnegq_s8(vsubq_s8(vdupq_n_s8(8), vaddq_s8(vclzq_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vdupq_n_s8(fixed_point_position))));</div><div class="line"><a name="l01820"></a><span class="lineno"> 1820</span>&#160;</div><div class="line"><a name="l01821"></a><span class="lineno"> 1821</span>&#160;    <span class="comment">// Add one when the shift value is negative in order to get the correct result when we shift right with 1</span></div><div class="line"><a name="l01822"></a><span class="lineno"> 1822</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> temp         = vsubq_s8(vdupq_n_s8(8), vaddq_s8(vclzq_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vdupq_n_s8(fixed_point_position)));</div><div class="line"><a name="l01823"></a><span class="lineno"> 1823</span>&#160;    uint8x16_t temp_ltz     = vcltq_s8(temp, <a class="code" href="namespacearm__compute.xhtml#adbd4df93ed00fcda54f91e669ea2be04">vdupq_n_qs8</a>(0));</div><div class="line"><a name="l01824"></a><span class="lineno"> 1824</span>&#160;    temp                    = vbslq_s8(temp_ltz, vaddq_s8(temp, vdupq_n_s8(1)), temp);</div><div class="line"><a name="l01825"></a><span class="lineno"> 1825</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> shift_value2 = vnegq_s8(vshrq_n_s8(temp, 1));</div><div class="line"><a name="l01826"></a><span class="lineno"> 1826</span>&#160;</div><div class="line"><a name="l01827"></a><span class="lineno"> 1827</span>&#160;    temp = vshlq_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, shift_value);</div><div class="line"><a name="l01828"></a><span class="lineno"> 1828</span>&#160;</div><div class="line"><a name="l01829"></a><span class="lineno"> 1829</span>&#160;    <span class="comment">// Initial guess</span></div><div class="line"><a name="l01830"></a><span class="lineno"> 1830</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> x = temp;</div><div class="line"><a name="l01831"></a><span class="lineno"> 1831</span>&#160;</div><div class="line"><a name="l01832"></a><span class="lineno"> 1832</span>&#160;    <span class="comment">// Calculate (x / 2) * (3 - a * x^2)</span></div><div class="line"><a name="l01833"></a><span class="lineno"> 1833</span>&#160;    <span class="comment">// After three iterations we have the result for 8 bit</span></div><div class="line"><a name="l01834"></a><span class="lineno"> 1834</span>&#160;    x = vshrq_n_s8(<a class="code" href="namespacearm__compute.xhtml#a031b17d4102856aa4d6bf7ebf83bf0ab">vmulq_qs8</a>(x, vsubq_s8(const_three, <a class="code" href="namespacearm__compute.xhtml#a031b17d4102856aa4d6bf7ebf83bf0ab">vmulq_qs8</a>(temp, <a class="code" href="namespacearm__compute.xhtml#a031b17d4102856aa4d6bf7ebf83bf0ab">vmulq_qs8</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01835"></a><span class="lineno"> 1835</span>&#160;    x = vshrq_n_s8(<a class="code" href="namespacearm__compute.xhtml#a031b17d4102856aa4d6bf7ebf83bf0ab">vmulq_qs8</a>(x, vsubq_s8(const_three, <a class="code" href="namespacearm__compute.xhtml#a031b17d4102856aa4d6bf7ebf83bf0ab">vmulq_qs8</a>(temp, <a class="code" href="namespacearm__compute.xhtml#a031b17d4102856aa4d6bf7ebf83bf0ab">vmulq_qs8</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01836"></a><span class="lineno"> 1836</span>&#160;    x = vshrq_n_s8(<a class="code" href="namespacearm__compute.xhtml#a031b17d4102856aa4d6bf7ebf83bf0ab">vmulq_qs8</a>(x, vsubq_s8(const_three, <a class="code" href="namespacearm__compute.xhtml#a031b17d4102856aa4d6bf7ebf83bf0ab">vmulq_qs8</a>(temp, <a class="code" href="namespacearm__compute.xhtml#a031b17d4102856aa4d6bf7ebf83bf0ab">vmulq_qs8</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01837"></a><span class="lineno"> 1837</span>&#160;</div><div class="line"><a name="l01838"></a><span class="lineno"> 1838</span>&#160;    <span class="keywordflow">return</span> vshlq_s8(x, shift_value2);</div><div class="line"><a name="l01839"></a><span class="lineno"> 1839</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a5b99ed49abd6b7bf13dafdd17bcef855"><div class="ttname"><a href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">arm_compute::qint8x16_t</a></div><div class="ttdeci">int8x16_t qint8x16_t</div><div class="ttdoc">8 bit fixed point vector with 16 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00037">NEFixedPoint.h:37</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_adbd4df93ed00fcda54f91e669ea2be04"><div class="ttname"><a href="namespacearm__compute.xhtml#adbd4df93ed00fcda54f91e669ea2be04">arm_compute::vdupq_n_qs8</a></div><div class="ttdeci">qint8x16_t vdupq_n_qs8(qint8_t a)</div><div class="ttdoc">8 bit fixed point vector duplicate (16 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00243">NEFixedPoint.inl:243</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a031b17d4102856aa4d6bf7ebf83bf0ab"><div class="ttname"><a href="namespacearm__compute.xhtml#a031b17d4102856aa4d6bf7ebf83bf0ab">arm_compute::vmulq_qs8</a></div><div class="ttdeci">qint8x16_t vmulq_qs8(qint8x16_t a, qint8x16_t b, int fixed_point_position)</div><div class="ttdoc">8 bit fixed point vector multiply (16 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00513">NEFixedPoint.inl:513</a></div></div>
@@ -19644,7 +19833,7 @@
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00173">173</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
-<p>Referenced by <a class="el" href="_n_e_direct_convolution_detail_8h_source.xhtml#l00062">arm_compute::detail::load_matrix_row()</a>.</p>
+<p>Referenced by <a class="el" href="_n_e_direct_convolution_detail_8h_source.xhtml#l00065">arm_compute::detail::load_matrix_row()</a>.</p>
 <div class="fragment"><div class="line"><a name="l00174"></a><span class="lineno">  174</span>&#160;{</div><div class="line"><a name="l00175"></a><span class="lineno">  175</span>&#160;    <span class="keywordflow">return</span> vld1_dup_s8(addr);</div><div class="line"><a name="l00176"></a><span class="lineno">  176</span>&#160;}</div></div><!-- fragment -->
 </div>
 </div>
@@ -19716,7 +19905,7 @@
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00153">153</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
-<p>Referenced by <a class="el" href="_n_e_direct_convolution_detail_8h_source.xhtml#l00184">arm_compute::detail::convolve_3x3&lt; 1 &gt;()</a>.</p>
+<p>Referenced by <a class="el" href="_n_e_direct_convolution_detail_8h_source.xhtml#l00229">arm_compute::detail::convolve_3x3&lt; 1 &gt;()</a>.</p>
 <div class="fragment"><div class="line"><a name="l00154"></a><span class="lineno">  154</span>&#160;{</div><div class="line"><a name="l00155"></a><span class="lineno">  155</span>&#160;    <span class="keywordflow">return</span> vld1_s8(addr);</div><div class="line"><a name="l00156"></a><span class="lineno">  156</span>&#160;}</div></div><!-- fragment -->
 </div>
 </div>
@@ -19956,7 +20145,7 @@
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01585">1585</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
 <p>References <a class="el" href="reduction__operation_8cl_source.xhtml#l00052">sum()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00496">vmul_qs16()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01103">vrecip_qs16()</a>.</p>
-<div class="fragment"><div class="line"><a name="l01586"></a><span class="lineno"> 1586</span>&#160;{</div><div class="line"><a name="l01587"></a><span class="lineno"> 1587</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> const_one         = vdup_n_s16(1 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01588"></a><span class="lineno"> 1588</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> const_fifteen_dec = vdup_n_s16(15);</div><div class="line"><a name="l01589"></a><span class="lineno"> 1589</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> const_ln2         = vdup_n_s16(0x58B9 &gt;&gt; (15 - fixed_point_position)); <span class="comment">// ln(2)</span></div><div class="line"><a name="l01590"></a><span class="lineno"> 1590</span>&#160;</div><div class="line"><a name="l01591"></a><span class="lineno"> 1591</span>&#160;    <span class="comment">// If 0 &lt; a &lt; 1, calculate log(1/x)</span></div><div class="line"><a name="l01592"></a><span class="lineno"> 1592</span>&#160;    uint16x4_t calc_reciprocal = vclt_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, const_one);</div><div class="line"><a name="l01593"></a><span class="lineno"> 1593</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> recip           = vdup_n_s16(0);</div><div class="line"><a name="l01594"></a><span class="lineno"> 1594</span>&#160;    recip                      = vbsl_s16(calc_reciprocal, recip, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l01595"></a><span class="lineno"> 1595</span>&#160;</div><div class="line"><a name="l01596"></a><span class="lineno"> 1596</span>&#160;    <span class="comment">// Calculate reciprocal</span></div><div class="line"><a name="l01597"></a><span class="lineno"> 1597</span>&#160;    recip = <a class="code" href="namespacearm__compute.xhtml#a8e14017f1276f4a4e14078d93ed692bd">vrecip_qs16</a>(recip, fixed_point_position);</div><div class="line"><a name="l01598"></a><span class="lineno"> 1598</span>&#160;    <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>     = vbsl_s16(calc_reciprocal, recip, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l01599"></a><span class="lineno"> 1599</span>&#160;</div><div class="line"><a name="l01600"></a><span class="lineno"> 1600</span>&#160;    <span class="comment">// Get decimal part of a</span></div><div class="line"><a name="l01601"></a><span class="lineno"> 1601</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> shift_value = vdup_n_s16(-fixed_point_position);</div><div class="line"><a name="l01602"></a><span class="lineno"> 1602</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> dec_a       = vshl_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, shift_value); <span class="comment">// a &gt;&gt; fixed_point_position</span></div><div class="line"><a name="l01603"></a><span class="lineno"> 1603</span>&#160;</div><div class="line"><a name="l01604"></a><span class="lineno"> 1604</span>&#160;    <span class="comment">// Get exponent of 2^n which is equal or less than dec_a</span></div><div class="line"><a name="l01605"></a><span class="lineno"> 1605</span>&#160;    shift_value = vsub_s16(const_fifteen_dec, vclz_s16(dec_a));</div><div class="line"><a name="l01606"></a><span class="lineno"> 1606</span>&#160;</div><div class="line"><a name="l01607"></a><span class="lineno"> 1607</span>&#160;    <span class="comment">// Get x to range (1, 2]</span></div><div class="line"><a name="l01608"></a><span class="lineno"> 1608</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> shift_value_neg = vneg_s16(shift_value);</div><div class="line"><a name="l01609"></a><span class="lineno"> 1609</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> temp            = vsub_s16(vrshl_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, shift_value_neg), const_one);</div><div class="line"><a name="l01610"></a><span class="lineno"> 1610</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> <a class="code" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">sum</a>             = vmul_s16(shift_value, const_one);</div><div class="line"><a name="l01611"></a><span class="lineno"> 1611</span>&#160;</div><div class="line"><a name="l01612"></a><span class="lineno"> 1612</span>&#160;    <span class="comment">// Polynomial Approximation</span></div><div class="line"><a name="l01613"></a><span class="lineno"> 1613</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> poly = vtaylor_poly_qs16&lt;true&gt;(temp, fixed_point_position);</div><div class="line"><a name="l01614"></a><span class="lineno"> 1614</span>&#160;</div><div class="line"><a name="l01615"></a><span class="lineno"> 1615</span>&#160;    <span class="comment">// Reconstruct</span></div><div class="line"><a name="l01616"></a><span class="lineno"> 1616</span>&#160;    poly = <a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(vadd_s16(poly, sum), const_ln2, fixed_point_position);</div><div class="line"><a name="l01617"></a><span class="lineno"> 1617</span>&#160;</div><div class="line"><a name="l01618"></a><span class="lineno"> 1618</span>&#160;    <span class="comment">// Set negative value for 0 &lt; a &lt; 1</span></div><div class="line"><a name="l01619"></a><span class="lineno"> 1619</span>&#160;    poly = vbsl_s16(calc_reciprocal, vneg_s16(poly), poly);</div><div class="line"><a name="l01620"></a><span class="lineno"> 1620</span>&#160;</div><div class="line"><a name="l01621"></a><span class="lineno"> 1621</span>&#160;    <span class="keywordflow">return</span> poly;</div><div class="line"><a name="l01622"></a><span class="lineno"> 1622</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l01586"></a><span class="lineno"> 1586</span>&#160;{</div><div class="line"><a name="l01587"></a><span class="lineno"> 1587</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> const_one         = vdup_n_s16(1 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01588"></a><span class="lineno"> 1588</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> const_fifteen_dec = vdup_n_s16(15);</div><div class="line"><a name="l01589"></a><span class="lineno"> 1589</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> const_ln2         = vdup_n_s16(0x58B9 &gt;&gt; (15 - fixed_point_position)); <span class="comment">// ln(2)</span></div><div class="line"><a name="l01590"></a><span class="lineno"> 1590</span>&#160;</div><div class="line"><a name="l01591"></a><span class="lineno"> 1591</span>&#160;    <span class="comment">// If 0 &lt; a &lt; 1, calculate log(1/x)</span></div><div class="line"><a name="l01592"></a><span class="lineno"> 1592</span>&#160;    uint16x4_t calc_reciprocal = vclt_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, const_one);</div><div class="line"><a name="l01593"></a><span class="lineno"> 1593</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> recip           = vdup_n_s16(0);</div><div class="line"><a name="l01594"></a><span class="lineno"> 1594</span>&#160;    recip                      = vbsl_s16(calc_reciprocal, recip, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l01595"></a><span class="lineno"> 1595</span>&#160;</div><div class="line"><a name="l01596"></a><span class="lineno"> 1596</span>&#160;    <span class="comment">// Calculate reciprocal</span></div><div class="line"><a name="l01597"></a><span class="lineno"> 1597</span>&#160;    recip = <a class="code" href="namespacearm__compute.xhtml#a8e14017f1276f4a4e14078d93ed692bd">vrecip_qs16</a>(recip, fixed_point_position);</div><div class="line"><a name="l01598"></a><span class="lineno"> 1598</span>&#160;    <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>     = vbsl_s16(calc_reciprocal, recip, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l01599"></a><span class="lineno"> 1599</span>&#160;</div><div class="line"><a name="l01600"></a><span class="lineno"> 1600</span>&#160;    <span class="comment">// Get decimal part of a</span></div><div class="line"><a name="l01601"></a><span class="lineno"> 1601</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> shift_value = vdup_n_s16(-fixed_point_position);</div><div class="line"><a name="l01602"></a><span class="lineno"> 1602</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> dec_a       = vshl_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, shift_value); <span class="comment">// a &gt;&gt; fixed_point_position</span></div><div class="line"><a name="l01603"></a><span class="lineno"> 1603</span>&#160;</div><div class="line"><a name="l01604"></a><span class="lineno"> 1604</span>&#160;    <span class="comment">// Get exponent of 2^n which is equal or less than dec_a</span></div><div class="line"><a name="l01605"></a><span class="lineno"> 1605</span>&#160;    shift_value = vsub_s16(const_fifteen_dec, vclz_s16(dec_a));</div><div class="line"><a name="l01606"></a><span class="lineno"> 1606</span>&#160;</div><div class="line"><a name="l01607"></a><span class="lineno"> 1607</span>&#160;    <span class="comment">// Get x to range (1, 2]</span></div><div class="line"><a name="l01608"></a><span class="lineno"> 1608</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> shift_value_neg = vneg_s16(shift_value);</div><div class="line"><a name="l01609"></a><span class="lineno"> 1609</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> temp            = vsub_s16(vrshl_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, shift_value_neg), const_one);</div><div class="line"><a name="l01610"></a><span class="lineno"> 1610</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> <a class="code" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">sum</a>             = vmul_s16(shift_value, const_one);</div><div class="line"><a name="l01611"></a><span class="lineno"> 1611</span>&#160;</div><div class="line"><a name="l01612"></a><span class="lineno"> 1612</span>&#160;    <span class="comment">// Polynomial Approximation</span></div><div class="line"><a name="l01613"></a><span class="lineno"> 1613</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> poly = vtaylor_poly_qs16&lt;true&gt;(temp, fixed_point_position);</div><div class="line"><a name="l01614"></a><span class="lineno"> 1614</span>&#160;</div><div class="line"><a name="l01615"></a><span class="lineno"> 1615</span>&#160;    <span class="comment">// Reconstruct</span></div><div class="line"><a name="l01616"></a><span class="lineno"> 1616</span>&#160;    poly = <a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(vadd_s16(poly, sum), const_ln2, fixed_point_position);</div><div class="line"><a name="l01617"></a><span class="lineno"> 1617</span>&#160;</div><div class="line"><a name="l01618"></a><span class="lineno"> 1618</span>&#160;    <span class="comment">// Set negative value for 0 &lt; a &lt; 1</span></div><div class="line"><a name="l01619"></a><span class="lineno"> 1619</span>&#160;    poly = vbsl_s16(calc_reciprocal, vneg_s16(poly), poly);</div><div class="line"><a name="l01620"></a><span class="lineno"> 1620</span>&#160;</div><div class="line"><a name="l01621"></a><span class="lineno"> 1621</span>&#160;    <span class="keywordflow">return</span> poly;</div><div class="line"><a name="l01622"></a><span class="lineno"> 1622</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="reduction__operation_8cl_xhtml_ab0df00f5333da51860deb93deb44a782"><div class="ttname"><a href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">sum</a></div><div class="ttdeci">DATA_TYPE sum(__global const DATA_TYPE *input)</div><div class="ttdoc">Calculate sum of a vector. </div><div class="ttdef"><b>Definition:</b> <a href="reduction__operation_8cl_source.xhtml#l00052">reduction_operation.cl:52</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_ac1b67e3283a1cae4d57b7f64137f5f5c"><div class="ttname"><a href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">arm_compute::vmul_qs16</a></div><div class="ttdeci">qint16x4_t vmul_qs16(qint16x4_t a, qint16x4_t b, int fixed_point_position)</div><div class="ttdoc">16 bit fixed point vector multiply (4 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00496">NEFixedPoint.inl:496</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a82c56f0856f56d430393e6a00baee983"><div class="ttname"><a href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">arm_compute::qint16x4_t</a></div><div class="ttdeci">int16x4_t qint16x4_t</div><div class="ttdoc">16 bit fixed point vector with 4 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00041">NEFixedPoint.h:41</a></div></div>
@@ -20009,7 +20198,7 @@
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01546">1546</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
 <p>References <a class="el" href="reduction__operation_8cl_source.xhtml#l00052">sum()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00479">vmul_qs8()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01077">vrecip_qs8()</a>.</p>
-<div class="fragment"><div class="line"><a name="l01547"></a><span class="lineno"> 1547</span>&#160;{</div><div class="line"><a name="l01548"></a><span class="lineno"> 1548</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> const_one       = vdup_n_s8(1 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01549"></a><span class="lineno"> 1549</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> const_seven_dec = vdup_n_s8(7);</div><div class="line"><a name="l01550"></a><span class="lineno"> 1550</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> const_ln2       = vdup_n_s8(0x58 &gt;&gt; (7 - fixed_point_position)); <span class="comment">// ln(2)</span></div><div class="line"><a name="l01551"></a><span class="lineno"> 1551</span>&#160;</div><div class="line"><a name="l01552"></a><span class="lineno"> 1552</span>&#160;    <span class="comment">// If 0 &lt; a &lt; 1, calculate log(1/x)</span></div><div class="line"><a name="l01553"></a><span class="lineno"> 1553</span>&#160;    uint8x8_t calc_reciprocal = vclt_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, const_one);</div><div class="line"><a name="l01554"></a><span class="lineno"> 1554</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> recip           = vdup_n_s8(0);</div><div class="line"><a name="l01555"></a><span class="lineno"> 1555</span>&#160;    recip                     = vbsl_s8(calc_reciprocal, recip, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l01556"></a><span class="lineno"> 1556</span>&#160;</div><div class="line"><a name="l01557"></a><span class="lineno"> 1557</span>&#160;    <span class="comment">// Calculate reciprocal</span></div><div class="line"><a name="l01558"></a><span class="lineno"> 1558</span>&#160;    recip = <a class="code" href="namespacearm__compute.xhtml#aa24b270b0193ad8983dfecd6105c4936">vrecip_qs8</a>(recip, fixed_point_position);</div><div class="line"><a name="l01559"></a><span class="lineno"> 1559</span>&#160;    <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>     = vbsl_s8(calc_reciprocal, recip, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l01560"></a><span class="lineno"> 1560</span>&#160;</div><div class="line"><a name="l01561"></a><span class="lineno"> 1561</span>&#160;    <span class="comment">// Get decimal part of a</span></div><div class="line"><a name="l01562"></a><span class="lineno"> 1562</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> shift_value = vdup_n_s8(-fixed_point_position);</div><div class="line"><a name="l01563"></a><span class="lineno"> 1563</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> dec_a       = vshl_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, shift_value); <span class="comment">// a &gt;&gt; fixed_point_position</span></div><div class="line"><a name="l01564"></a><span class="lineno"> 1564</span>&#160;</div><div class="line"><a name="l01565"></a><span class="lineno"> 1565</span>&#160;    <span class="comment">// Get exponent of 2^n which is equal or less than dec_a</span></div><div class="line"><a name="l01566"></a><span class="lineno"> 1566</span>&#160;    shift_value = vsub_s8(const_seven_dec, vclz_s8(dec_a));</div><div class="line"><a name="l01567"></a><span class="lineno"> 1567</span>&#160;</div><div class="line"><a name="l01568"></a><span class="lineno"> 1568</span>&#160;    <span class="comment">// Get x to range (1, 2]</span></div><div class="line"><a name="l01569"></a><span class="lineno"> 1569</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> shift_value_neg = vneg_s8(shift_value);</div><div class="line"><a name="l01570"></a><span class="lineno"> 1570</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> temp            = vsub_s8(vrshl_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, shift_value_neg), const_one);</div><div class="line"><a name="l01571"></a><span class="lineno"> 1571</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> <a class="code" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">sum</a>             = vmul_s8(shift_value, const_one);</div><div class="line"><a name="l01572"></a><span class="lineno"> 1572</span>&#160;</div><div class="line"><a name="l01573"></a><span class="lineno"> 1573</span>&#160;    <span class="comment">// Polynomial Approximation</span></div><div class="line"><a name="l01574"></a><span class="lineno"> 1574</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> poly = vtaylor_poly_qs8&lt;true&gt;(temp, fixed_point_position);</div><div class="line"><a name="l01575"></a><span class="lineno"> 1575</span>&#160;</div><div class="line"><a name="l01576"></a><span class="lineno"> 1576</span>&#160;    <span class="comment">// Reconstruct</span></div><div class="line"><a name="l01577"></a><span class="lineno"> 1577</span>&#160;    poly = <a class="code" href="namespacearm__compute.xhtml#afccf1305c480f2338af8925bba6b54cd">vmul_qs8</a>(vadd_s8(poly, sum), const_ln2, fixed_point_position);</div><div class="line"><a name="l01578"></a><span class="lineno"> 1578</span>&#160;</div><div class="line"><a name="l01579"></a><span class="lineno"> 1579</span>&#160;    <span class="comment">// Set negative value for 0 &lt; a &lt; 1</span></div><div class="line"><a name="l01580"></a><span class="lineno"> 1580</span>&#160;    poly = vbsl_s8(calc_reciprocal, vneg_s8(poly), poly);</div><div class="line"><a name="l01581"></a><span class="lineno"> 1581</span>&#160;</div><div class="line"><a name="l01582"></a><span class="lineno"> 1582</span>&#160;    <span class="keywordflow">return</span> poly;</div><div class="line"><a name="l01583"></a><span class="lineno"> 1583</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l01547"></a><span class="lineno"> 1547</span>&#160;{</div><div class="line"><a name="l01548"></a><span class="lineno"> 1548</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> const_one       = vdup_n_s8(1 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01549"></a><span class="lineno"> 1549</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> const_seven_dec = vdup_n_s8(7);</div><div class="line"><a name="l01550"></a><span class="lineno"> 1550</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> const_ln2       = vdup_n_s8(0x58 &gt;&gt; (7 - fixed_point_position)); <span class="comment">// ln(2)</span></div><div class="line"><a name="l01551"></a><span class="lineno"> 1551</span>&#160;</div><div class="line"><a name="l01552"></a><span class="lineno"> 1552</span>&#160;    <span class="comment">// If 0 &lt; a &lt; 1, calculate log(1/x)</span></div><div class="line"><a name="l01553"></a><span class="lineno"> 1553</span>&#160;    uint8x8_t calc_reciprocal = vclt_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, const_one);</div><div class="line"><a name="l01554"></a><span class="lineno"> 1554</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> recip           = vdup_n_s8(0);</div><div class="line"><a name="l01555"></a><span class="lineno"> 1555</span>&#160;    recip                     = vbsl_s8(calc_reciprocal, recip, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l01556"></a><span class="lineno"> 1556</span>&#160;</div><div class="line"><a name="l01557"></a><span class="lineno"> 1557</span>&#160;    <span class="comment">// Calculate reciprocal</span></div><div class="line"><a name="l01558"></a><span class="lineno"> 1558</span>&#160;    recip = <a class="code" href="namespacearm__compute.xhtml#aa24b270b0193ad8983dfecd6105c4936">vrecip_qs8</a>(recip, fixed_point_position);</div><div class="line"><a name="l01559"></a><span class="lineno"> 1559</span>&#160;    <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>     = vbsl_s8(calc_reciprocal, recip, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l01560"></a><span class="lineno"> 1560</span>&#160;</div><div class="line"><a name="l01561"></a><span class="lineno"> 1561</span>&#160;    <span class="comment">// Get decimal part of a</span></div><div class="line"><a name="l01562"></a><span class="lineno"> 1562</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> shift_value = vdup_n_s8(-fixed_point_position);</div><div class="line"><a name="l01563"></a><span class="lineno"> 1563</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> dec_a       = vshl_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, shift_value); <span class="comment">// a &gt;&gt; fixed_point_position</span></div><div class="line"><a name="l01564"></a><span class="lineno"> 1564</span>&#160;</div><div class="line"><a name="l01565"></a><span class="lineno"> 1565</span>&#160;    <span class="comment">// Get exponent of 2^n which is equal or less than dec_a</span></div><div class="line"><a name="l01566"></a><span class="lineno"> 1566</span>&#160;    shift_value = vsub_s8(const_seven_dec, vclz_s8(dec_a));</div><div class="line"><a name="l01567"></a><span class="lineno"> 1567</span>&#160;</div><div class="line"><a name="l01568"></a><span class="lineno"> 1568</span>&#160;    <span class="comment">// Get x to range (1, 2]</span></div><div class="line"><a name="l01569"></a><span class="lineno"> 1569</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> shift_value_neg = vneg_s8(shift_value);</div><div class="line"><a name="l01570"></a><span class="lineno"> 1570</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> temp            = vsub_s8(vrshl_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, shift_value_neg), const_one);</div><div class="line"><a name="l01571"></a><span class="lineno"> 1571</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> <a class="code" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">sum</a>             = vmul_s8(shift_value, const_one);</div><div class="line"><a name="l01572"></a><span class="lineno"> 1572</span>&#160;</div><div class="line"><a name="l01573"></a><span class="lineno"> 1573</span>&#160;    <span class="comment">// Polynomial Approximation</span></div><div class="line"><a name="l01574"></a><span class="lineno"> 1574</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> poly = vtaylor_poly_qs8&lt;true&gt;(temp, fixed_point_position);</div><div class="line"><a name="l01575"></a><span class="lineno"> 1575</span>&#160;</div><div class="line"><a name="l01576"></a><span class="lineno"> 1576</span>&#160;    <span class="comment">// Reconstruct</span></div><div class="line"><a name="l01577"></a><span class="lineno"> 1577</span>&#160;    poly = <a class="code" href="namespacearm__compute.xhtml#afccf1305c480f2338af8925bba6b54cd">vmul_qs8</a>(vadd_s8(poly, sum), const_ln2, fixed_point_position);</div><div class="line"><a name="l01578"></a><span class="lineno"> 1578</span>&#160;</div><div class="line"><a name="l01579"></a><span class="lineno"> 1579</span>&#160;    <span class="comment">// Set negative value for 0 &lt; a &lt; 1</span></div><div class="line"><a name="l01580"></a><span class="lineno"> 1580</span>&#160;    poly = vbsl_s8(calc_reciprocal, vneg_s8(poly), poly);</div><div class="line"><a name="l01581"></a><span class="lineno"> 1581</span>&#160;</div><div class="line"><a name="l01582"></a><span class="lineno"> 1582</span>&#160;    <span class="keywordflow">return</span> poly;</div><div class="line"><a name="l01583"></a><span class="lineno"> 1583</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="reduction__operation_8cl_xhtml_ab0df00f5333da51860deb93deb44a782"><div class="ttname"><a href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">sum</a></div><div class="ttdeci">DATA_TYPE sum(__global const DATA_TYPE *input)</div><div class="ttdoc">Calculate sum of a vector. </div><div class="ttdef"><b>Definition:</b> <a href="reduction__operation_8cl_source.xhtml#l00052">reduction_operation.cl:52</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_afccf1305c480f2338af8925bba6b54cd"><div class="ttname"><a href="namespacearm__compute.xhtml#afccf1305c480f2338af8925bba6b54cd">arm_compute::vmul_qs8</a></div><div class="ttdeci">qint8x8_t vmul_qs8(qint8x8_t a, qint8x8_t b, int fixed_point_position)</div><div class="ttdoc">8 bit fixed point vector multiply (8 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00479">NEFixedPoint.inl:479</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_aa24b270b0193ad8983dfecd6105c4936"><div class="ttname"><a href="namespacearm__compute.xhtml#aa24b270b0193ad8983dfecd6105c4936">arm_compute::vrecip_qs8</a></div><div class="ttdeci">qint8x8_t vrecip_qs8(qint8x8_t a, int fixed_point_position)</div><div class="ttdoc">Calculate reciprocal of a fixed point 8bit number using the Newton-Raphson method. </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l01077">NEFixedPoint.inl:1077</a></div></div>
@@ -20105,7 +20294,7 @@
 <p>References <a class="el" href="reduction__operation_8cl_source.xhtml#l00052">sum()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00607">vqmulq_qs16()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01265">vqrecipq_qs16()</a>.</p>
 
 <p>Referenced by <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01983">vqpowq_qs16()</a>.</p>
-<div class="fragment"><div class="line"><a name="l01664"></a><span class="lineno"> 1664</span>&#160;{</div><div class="line"><a name="l01665"></a><span class="lineno"> 1665</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> const_one         = vdupq_n_s16(1 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01666"></a><span class="lineno"> 1666</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> const_fifteen_dec = vdupq_n_s16(15);</div><div class="line"><a name="l01667"></a><span class="lineno"> 1667</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> const_ln2         = vdupq_n_s16(0x58B9 &gt;&gt; (15 - fixed_point_position)); <span class="comment">// ln(2)</span></div><div class="line"><a name="l01668"></a><span class="lineno"> 1668</span>&#160;</div><div class="line"><a name="l01669"></a><span class="lineno"> 1669</span>&#160;    <span class="comment">// If 0 &lt; a &lt; 1, calculate log(1/x)</span></div><div class="line"><a name="l01670"></a><span class="lineno"> 1670</span>&#160;    uint16x8_t calc_reciprocal = vcltq_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, const_one);</div><div class="line"><a name="l01671"></a><span class="lineno"> 1671</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> recip           = vdupq_n_s16(0);</div><div class="line"><a name="l01672"></a><span class="lineno"> 1672</span>&#160;    recip                      = vbslq_s16(calc_reciprocal, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, recip);</div><div class="line"><a name="l01673"></a><span class="lineno"> 1673</span>&#160;</div><div class="line"><a name="l01674"></a><span class="lineno"> 1674</span>&#160;    <span class="comment">// Calculate reciprocal</span></div><div class="line"><a name="l01675"></a><span class="lineno"> 1675</span>&#160;    recip = <a class="code" href="namespacearm__compute.xhtml#a6a368d809128ff6bce989cda02c536d8">vqrecipq_qs16</a>(recip, fixed_point_position);</div><div class="line"><a name="l01676"></a><span class="lineno"> 1676</span>&#160;    <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>     = vbslq_s16(calc_reciprocal, recip, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l01677"></a><span class="lineno"> 1677</span>&#160;</div><div class="line"><a name="l01678"></a><span class="lineno"> 1678</span>&#160;    <span class="comment">// Get decimal part of a</span></div><div class="line"><a name="l01679"></a><span class="lineno"> 1679</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> shift_value = vdupq_n_s16(-fixed_point_position);</div><div class="line"><a name="l01680"></a><span class="lineno"> 1680</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> dec_a       = vshlq_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, shift_value); <span class="comment">// a &gt;&gt; fixed_point_position</span></div><div class="line"><a name="l01681"></a><span class="lineno"> 1681</span>&#160;</div><div class="line"><a name="l01682"></a><span class="lineno"> 1682</span>&#160;    <span class="comment">// Get exponent of 2^n which is equal or less than dec_a</span></div><div class="line"><a name="l01683"></a><span class="lineno"> 1683</span>&#160;    shift_value = vqsubq_s16(const_fifteen_dec, vclzq_s16(dec_a));</div><div class="line"><a name="l01684"></a><span class="lineno"> 1684</span>&#160;</div><div class="line"><a name="l01685"></a><span class="lineno"> 1685</span>&#160;    <span class="comment">// Get x to range (1, 2]</span></div><div class="line"><a name="l01686"></a><span class="lineno"> 1686</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> shift_value_neg = vnegq_s16(shift_value);</div><div class="line"><a name="l01687"></a><span class="lineno"> 1687</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> temp            = vqsubq_s16(vrshlq_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, shift_value_neg), const_one);</div><div class="line"><a name="l01688"></a><span class="lineno"> 1688</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> <a class="code" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">sum</a>             = vmulq_s16(shift_value, const_one);</div><div class="line"><a name="l01689"></a><span class="lineno"> 1689</span>&#160;</div><div class="line"><a name="l01690"></a><span class="lineno"> 1690</span>&#160;    <span class="comment">// Polynomial Approximation</span></div><div class="line"><a name="l01691"></a><span class="lineno"> 1691</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> poly = vtaylor_polyq_qs16&lt;true&gt;(temp, fixed_point_position);</div><div class="line"><a name="l01692"></a><span class="lineno"> 1692</span>&#160;</div><div class="line"><a name="l01693"></a><span class="lineno"> 1693</span>&#160;    <span class="comment">// Reconstruct</span></div><div class="line"><a name="l01694"></a><span class="lineno"> 1694</span>&#160;    poly = <a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(vqaddq_s16(poly, sum), const_ln2, fixed_point_position);</div><div class="line"><a name="l01695"></a><span class="lineno"> 1695</span>&#160;</div><div class="line"><a name="l01696"></a><span class="lineno"> 1696</span>&#160;    <span class="comment">// Set negative value for 0 &lt; a &lt; 1</span></div><div class="line"><a name="l01697"></a><span class="lineno"> 1697</span>&#160;    poly = vbslq_s16(calc_reciprocal, vnegq_s16(poly), poly);</div><div class="line"><a name="l01698"></a><span class="lineno"> 1698</span>&#160;</div><div class="line"><a name="l01699"></a><span class="lineno"> 1699</span>&#160;    <span class="keywordflow">return</span> poly;</div><div class="line"><a name="l01700"></a><span class="lineno"> 1700</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l01664"></a><span class="lineno"> 1664</span>&#160;{</div><div class="line"><a name="l01665"></a><span class="lineno"> 1665</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> const_one         = vdupq_n_s16(1 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01666"></a><span class="lineno"> 1666</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> const_fifteen_dec = vdupq_n_s16(15);</div><div class="line"><a name="l01667"></a><span class="lineno"> 1667</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> const_ln2         = vdupq_n_s16(0x58B9 &gt;&gt; (15 - fixed_point_position)); <span class="comment">// ln(2)</span></div><div class="line"><a name="l01668"></a><span class="lineno"> 1668</span>&#160;</div><div class="line"><a name="l01669"></a><span class="lineno"> 1669</span>&#160;    <span class="comment">// If 0 &lt; a &lt; 1, calculate log(1/x)</span></div><div class="line"><a name="l01670"></a><span class="lineno"> 1670</span>&#160;    uint16x8_t calc_reciprocal = vcltq_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, const_one);</div><div class="line"><a name="l01671"></a><span class="lineno"> 1671</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> recip           = vdupq_n_s16(0);</div><div class="line"><a name="l01672"></a><span class="lineno"> 1672</span>&#160;    recip                      = vbslq_s16(calc_reciprocal, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, recip);</div><div class="line"><a name="l01673"></a><span class="lineno"> 1673</span>&#160;</div><div class="line"><a name="l01674"></a><span class="lineno"> 1674</span>&#160;    <span class="comment">// Calculate reciprocal</span></div><div class="line"><a name="l01675"></a><span class="lineno"> 1675</span>&#160;    recip = <a class="code" href="namespacearm__compute.xhtml#a6a368d809128ff6bce989cda02c536d8">vqrecipq_qs16</a>(recip, fixed_point_position);</div><div class="line"><a name="l01676"></a><span class="lineno"> 1676</span>&#160;    <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>     = vbslq_s16(calc_reciprocal, recip, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l01677"></a><span class="lineno"> 1677</span>&#160;</div><div class="line"><a name="l01678"></a><span class="lineno"> 1678</span>&#160;    <span class="comment">// Get decimal part of a</span></div><div class="line"><a name="l01679"></a><span class="lineno"> 1679</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> shift_value = vdupq_n_s16(-fixed_point_position);</div><div class="line"><a name="l01680"></a><span class="lineno"> 1680</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> dec_a       = vshlq_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, shift_value); <span class="comment">// a &gt;&gt; fixed_point_position</span></div><div class="line"><a name="l01681"></a><span class="lineno"> 1681</span>&#160;</div><div class="line"><a name="l01682"></a><span class="lineno"> 1682</span>&#160;    <span class="comment">// Get exponent of 2^n which is equal or less than dec_a</span></div><div class="line"><a name="l01683"></a><span class="lineno"> 1683</span>&#160;    shift_value = vqsubq_s16(const_fifteen_dec, vclzq_s16(dec_a));</div><div class="line"><a name="l01684"></a><span class="lineno"> 1684</span>&#160;</div><div class="line"><a name="l01685"></a><span class="lineno"> 1685</span>&#160;    <span class="comment">// Get x to range (1, 2]</span></div><div class="line"><a name="l01686"></a><span class="lineno"> 1686</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> shift_value_neg = vnegq_s16(shift_value);</div><div class="line"><a name="l01687"></a><span class="lineno"> 1687</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> temp            = vqsubq_s16(vrshlq_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, shift_value_neg), const_one);</div><div class="line"><a name="l01688"></a><span class="lineno"> 1688</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> <a class="code" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">sum</a>             = vmulq_s16(shift_value, const_one);</div><div class="line"><a name="l01689"></a><span class="lineno"> 1689</span>&#160;</div><div class="line"><a name="l01690"></a><span class="lineno"> 1690</span>&#160;    <span class="comment">// Polynomial Approximation</span></div><div class="line"><a name="l01691"></a><span class="lineno"> 1691</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> poly = vtaylor_polyq_qs16&lt;true&gt;(temp, fixed_point_position);</div><div class="line"><a name="l01692"></a><span class="lineno"> 1692</span>&#160;</div><div class="line"><a name="l01693"></a><span class="lineno"> 1693</span>&#160;    <span class="comment">// Reconstruct</span></div><div class="line"><a name="l01694"></a><span class="lineno"> 1694</span>&#160;    poly = <a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(vqaddq_s16(poly, sum), const_ln2, fixed_point_position);</div><div class="line"><a name="l01695"></a><span class="lineno"> 1695</span>&#160;</div><div class="line"><a name="l01696"></a><span class="lineno"> 1696</span>&#160;    <span class="comment">// Set negative value for 0 &lt; a &lt; 1</span></div><div class="line"><a name="l01697"></a><span class="lineno"> 1697</span>&#160;    poly = vbslq_s16(calc_reciprocal, vnegq_s16(poly), poly);</div><div class="line"><a name="l01698"></a><span class="lineno"> 1698</span>&#160;</div><div class="line"><a name="l01699"></a><span class="lineno"> 1699</span>&#160;    <span class="keywordflow">return</span> poly;</div><div class="line"><a name="l01700"></a><span class="lineno"> 1700</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="reduction__operation_8cl_xhtml_ab0df00f5333da51860deb93deb44a782"><div class="ttname"><a href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">sum</a></div><div class="ttdeci">DATA_TYPE sum(__global const DATA_TYPE *input)</div><div class="ttdoc">Calculate sum of a vector. </div><div class="ttdef"><b>Definition:</b> <a href="reduction__operation_8cl_source.xhtml#l00052">reduction_operation.cl:52</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a982d792d366430a954d96e8575d3c313"><div class="ttname"><a href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">arm_compute::vqmulq_qs16</a></div><div class="ttdeci">qint16x8_t vqmulq_qs16(qint16x8_t a, qint16x8_t b, int fixed_point_position)</div><div class="ttdoc">16 bit fixed point vector saturating multiply (8 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00607">NEFixedPoint.inl:607</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a6a368d809128ff6bce989cda02c536d8"><div class="ttname"><a href="namespacearm__compute.xhtml#a6a368d809128ff6bce989cda02c536d8">arm_compute::vqrecipq_qs16</a></div><div class="ttdeci">qint16x8_t vqrecipq_qs16(qint16x8_t a, int fixed_point_position)</div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l01265">NEFixedPoint.inl:1265</a></div></div>
@@ -20160,7 +20349,7 @@
 <p>References <a class="el" href="reduction__operation_8cl_source.xhtml#l00052">sum()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00513">vmulq_qs8()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01183">vrecipq_qs8()</a>.</p>
 
 <p>Referenced by <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01978">vqpowq_qs8()</a>.</p>
-<div class="fragment"><div class="line"><a name="l01625"></a><span class="lineno"> 1625</span>&#160;{</div><div class="line"><a name="l01626"></a><span class="lineno"> 1626</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> const_one       = vdupq_n_s8(1 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01627"></a><span class="lineno"> 1627</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> const_seven_dec = vdupq_n_s8(7);</div><div class="line"><a name="l01628"></a><span class="lineno"> 1628</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> const_ln2       = vdupq_n_s8(0x58 &gt;&gt; (7 - fixed_point_position)); <span class="comment">// ln(2)</span></div><div class="line"><a name="l01629"></a><span class="lineno"> 1629</span>&#160;</div><div class="line"><a name="l01630"></a><span class="lineno"> 1630</span>&#160;    <span class="comment">// If 0 &lt; a &lt; 1, calculate log(1/x)</span></div><div class="line"><a name="l01631"></a><span class="lineno"> 1631</span>&#160;    uint8x16_t calc_reciprocal = vcltq_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, const_one);</div><div class="line"><a name="l01632"></a><span class="lineno"> 1632</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> recip           = vdupq_n_s8(0);</div><div class="line"><a name="l01633"></a><span class="lineno"> 1633</span>&#160;    recip                      = vbslq_s8(calc_reciprocal, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, recip);</div><div class="line"><a name="l01634"></a><span class="lineno"> 1634</span>&#160;</div><div class="line"><a name="l01635"></a><span class="lineno"> 1635</span>&#160;    <span class="comment">// Calculate reciprocal</span></div><div class="line"><a name="l01636"></a><span class="lineno"> 1636</span>&#160;    recip = <a class="code" href="namespacearm__compute.xhtml#abbeb1dc4834fb4e97cf94d702d0e0f91">vrecipq_qs8</a>(recip, fixed_point_position);</div><div class="line"><a name="l01637"></a><span class="lineno"> 1637</span>&#160;    <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>     = vbslq_s8(calc_reciprocal, recip, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l01638"></a><span class="lineno"> 1638</span>&#160;</div><div class="line"><a name="l01639"></a><span class="lineno"> 1639</span>&#160;    <span class="comment">// Get decimal part of a</span></div><div class="line"><a name="l01640"></a><span class="lineno"> 1640</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> shift_value = vdupq_n_s8(-fixed_point_position);</div><div class="line"><a name="l01641"></a><span class="lineno"> 1641</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> dec_a       = vshlq_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, shift_value); <span class="comment">// a &gt;&gt; fixed_point_position</span></div><div class="line"><a name="l01642"></a><span class="lineno"> 1642</span>&#160;</div><div class="line"><a name="l01643"></a><span class="lineno"> 1643</span>&#160;    <span class="comment">// Get exponent of 2^n which is equal or less than dec_a</span></div><div class="line"><a name="l01644"></a><span class="lineno"> 1644</span>&#160;    shift_value = vsubq_s8(const_seven_dec, vclzq_s8(dec_a));</div><div class="line"><a name="l01645"></a><span class="lineno"> 1645</span>&#160;</div><div class="line"><a name="l01646"></a><span class="lineno"> 1646</span>&#160;    <span class="comment">// Get x to range (1, 2]</span></div><div class="line"><a name="l01647"></a><span class="lineno"> 1647</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> shift_value_neg = vnegq_s8(shift_value);</div><div class="line"><a name="l01648"></a><span class="lineno"> 1648</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> temp            = vsubq_s8(vrshlq_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, shift_value_neg), const_one);</div><div class="line"><a name="l01649"></a><span class="lineno"> 1649</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> <a class="code" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">sum</a>             = vmulq_s8(shift_value, const_one);</div><div class="line"><a name="l01650"></a><span class="lineno"> 1650</span>&#160;</div><div class="line"><a name="l01651"></a><span class="lineno"> 1651</span>&#160;    <span class="comment">// Polynomial Approximation</span></div><div class="line"><a name="l01652"></a><span class="lineno"> 1652</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> poly = vtaylor_polyq_qs8&lt;true&gt;(temp, fixed_point_position);</div><div class="line"><a name="l01653"></a><span class="lineno"> 1653</span>&#160;</div><div class="line"><a name="l01654"></a><span class="lineno"> 1654</span>&#160;    <span class="comment">// Reconstruct</span></div><div class="line"><a name="l01655"></a><span class="lineno"> 1655</span>&#160;    poly = <a class="code" href="namespacearm__compute.xhtml#a031b17d4102856aa4d6bf7ebf83bf0ab">vmulq_qs8</a>(vaddq_s8(poly, sum), const_ln2, fixed_point_position);</div><div class="line"><a name="l01656"></a><span class="lineno"> 1656</span>&#160;</div><div class="line"><a name="l01657"></a><span class="lineno"> 1657</span>&#160;    <span class="comment">// Set negative value for 0 &lt; a &lt; 1</span></div><div class="line"><a name="l01658"></a><span class="lineno"> 1658</span>&#160;    poly = vbslq_s8(calc_reciprocal, vnegq_s8(poly), poly);</div><div class="line"><a name="l01659"></a><span class="lineno"> 1659</span>&#160;</div><div class="line"><a name="l01660"></a><span class="lineno"> 1660</span>&#160;    <span class="keywordflow">return</span> poly;</div><div class="line"><a name="l01661"></a><span class="lineno"> 1661</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l01625"></a><span class="lineno"> 1625</span>&#160;{</div><div class="line"><a name="l01626"></a><span class="lineno"> 1626</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> const_one       = vdupq_n_s8(1 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01627"></a><span class="lineno"> 1627</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> const_seven_dec = vdupq_n_s8(7);</div><div class="line"><a name="l01628"></a><span class="lineno"> 1628</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> const_ln2       = vdupq_n_s8(0x58 &gt;&gt; (7 - fixed_point_position)); <span class="comment">// ln(2)</span></div><div class="line"><a name="l01629"></a><span class="lineno"> 1629</span>&#160;</div><div class="line"><a name="l01630"></a><span class="lineno"> 1630</span>&#160;    <span class="comment">// If 0 &lt; a &lt; 1, calculate log(1/x)</span></div><div class="line"><a name="l01631"></a><span class="lineno"> 1631</span>&#160;    uint8x16_t calc_reciprocal = vcltq_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, const_one);</div><div class="line"><a name="l01632"></a><span class="lineno"> 1632</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> recip           = vdupq_n_s8(0);</div><div class="line"><a name="l01633"></a><span class="lineno"> 1633</span>&#160;    recip                      = vbslq_s8(calc_reciprocal, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, recip);</div><div class="line"><a name="l01634"></a><span class="lineno"> 1634</span>&#160;</div><div class="line"><a name="l01635"></a><span class="lineno"> 1635</span>&#160;    <span class="comment">// Calculate reciprocal</span></div><div class="line"><a name="l01636"></a><span class="lineno"> 1636</span>&#160;    recip = <a class="code" href="namespacearm__compute.xhtml#abbeb1dc4834fb4e97cf94d702d0e0f91">vrecipq_qs8</a>(recip, fixed_point_position);</div><div class="line"><a name="l01637"></a><span class="lineno"> 1637</span>&#160;    <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>     = vbslq_s8(calc_reciprocal, recip, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l01638"></a><span class="lineno"> 1638</span>&#160;</div><div class="line"><a name="l01639"></a><span class="lineno"> 1639</span>&#160;    <span class="comment">// Get decimal part of a</span></div><div class="line"><a name="l01640"></a><span class="lineno"> 1640</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> shift_value = vdupq_n_s8(-fixed_point_position);</div><div class="line"><a name="l01641"></a><span class="lineno"> 1641</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> dec_a       = vshlq_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, shift_value); <span class="comment">// a &gt;&gt; fixed_point_position</span></div><div class="line"><a name="l01642"></a><span class="lineno"> 1642</span>&#160;</div><div class="line"><a name="l01643"></a><span class="lineno"> 1643</span>&#160;    <span class="comment">// Get exponent of 2^n which is equal or less than dec_a</span></div><div class="line"><a name="l01644"></a><span class="lineno"> 1644</span>&#160;    shift_value = vsubq_s8(const_seven_dec, vclzq_s8(dec_a));</div><div class="line"><a name="l01645"></a><span class="lineno"> 1645</span>&#160;</div><div class="line"><a name="l01646"></a><span class="lineno"> 1646</span>&#160;    <span class="comment">// Get x to range (1, 2]</span></div><div class="line"><a name="l01647"></a><span class="lineno"> 1647</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> shift_value_neg = vnegq_s8(shift_value);</div><div class="line"><a name="l01648"></a><span class="lineno"> 1648</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> temp            = vsubq_s8(vrshlq_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, shift_value_neg), const_one);</div><div class="line"><a name="l01649"></a><span class="lineno"> 1649</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> <a class="code" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">sum</a>             = vmulq_s8(shift_value, const_one);</div><div class="line"><a name="l01650"></a><span class="lineno"> 1650</span>&#160;</div><div class="line"><a name="l01651"></a><span class="lineno"> 1651</span>&#160;    <span class="comment">// Polynomial Approximation</span></div><div class="line"><a name="l01652"></a><span class="lineno"> 1652</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> poly = vtaylor_polyq_qs8&lt;true&gt;(temp, fixed_point_position);</div><div class="line"><a name="l01653"></a><span class="lineno"> 1653</span>&#160;</div><div class="line"><a name="l01654"></a><span class="lineno"> 1654</span>&#160;    <span class="comment">// Reconstruct</span></div><div class="line"><a name="l01655"></a><span class="lineno"> 1655</span>&#160;    poly = <a class="code" href="namespacearm__compute.xhtml#a031b17d4102856aa4d6bf7ebf83bf0ab">vmulq_qs8</a>(vaddq_s8(poly, sum), const_ln2, fixed_point_position);</div><div class="line"><a name="l01656"></a><span class="lineno"> 1656</span>&#160;</div><div class="line"><a name="l01657"></a><span class="lineno"> 1657</span>&#160;    <span class="comment">// Set negative value for 0 &lt; a &lt; 1</span></div><div class="line"><a name="l01658"></a><span class="lineno"> 1658</span>&#160;    poly = vbslq_s8(calc_reciprocal, vnegq_s8(poly), poly);</div><div class="line"><a name="l01659"></a><span class="lineno"> 1659</span>&#160;</div><div class="line"><a name="l01660"></a><span class="lineno"> 1660</span>&#160;    <span class="keywordflow">return</span> poly;</div><div class="line"><a name="l01661"></a><span class="lineno"> 1661</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="reduction__operation_8cl_xhtml_ab0df00f5333da51860deb93deb44a782"><div class="ttname"><a href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">sum</a></div><div class="ttdeci">DATA_TYPE sum(__global const DATA_TYPE *input)</div><div class="ttdoc">Calculate sum of a vector. </div><div class="ttdef"><b>Definition:</b> <a href="reduction__operation_8cl_source.xhtml#l00052">reduction_operation.cl:52</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a5b99ed49abd6b7bf13dafdd17bcef855"><div class="ttname"><a href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">arm_compute::qint8x16_t</a></div><div class="ttdeci">int8x16_t qint8x16_t</div><div class="ttdoc">8 bit fixed point vector with 16 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00037">NEFixedPoint.h:37</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a031b17d4102856aa4d6bf7ebf83bf0ab"><div class="ttname"><a href="namespacearm__compute.xhtml#a031b17d4102856aa4d6bf7ebf83bf0ab">arm_compute::vmulq_qs8</a></div><div class="ttdeci">qint8x16_t vmulq_qs8(qint8x16_t a, qint8x16_t b, int fixed_point_position)</div><div class="ttdoc">8 bit fixed point vector multiply (16 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00513">NEFixedPoint.inl:513</a></div></div>
@@ -20211,8 +20400,8 @@
 <dl class="section return"><dt>Returns</dt><dd>The lane-by-lane maximum -&gt; float32x4x2 </dd></dl>
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01988">1988</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
-<div class="fragment"><div class="line"><a name="l01989"></a><span class="lineno"> 1989</span>&#160;{</div><div class="line"><a name="l01990"></a><span class="lineno"> 1990</span>&#160;    float32x4x2_t res =</div><div class="line"><a name="l01991"></a><span class="lineno"> 1991</span>&#160;    {</div><div class="line"><a name="l01992"></a><span class="lineno"> 1992</span>&#160;        {</div><div class="line"><a name="l01993"></a><span class="lineno"> 1993</span>&#160;            vmaxq_f32(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>.val[0], <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>.val[0]),</div><div class="line"><a name="l01994"></a><span class="lineno"> 1994</span>&#160;            vmaxq_f32(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>.val[1], <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>.val[1])</div><div class="line"><a name="l01995"></a><span class="lineno"> 1995</span>&#160;        }</div><div class="line"><a name="l01996"></a><span class="lineno"> 1996</span>&#160;    };</div><div class="line"><a name="l01997"></a><span class="lineno"> 1997</span>&#160;    <span class="keywordflow">return</span> res;</div><div class="line"><a name="l01998"></a><span class="lineno"> 1998</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="fragment"><div class="line"><a name="l01989"></a><span class="lineno"> 1989</span>&#160;{</div><div class="line"><a name="l01990"></a><span class="lineno"> 1990</span>&#160;    float32x4x2_t res =</div><div class="line"><a name="l01991"></a><span class="lineno"> 1991</span>&#160;    {</div><div class="line"><a name="l01992"></a><span class="lineno"> 1992</span>&#160;        {</div><div class="line"><a name="l01993"></a><span class="lineno"> 1993</span>&#160;            vmaxq_f32(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>.val[0], <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>.val[0]),</div><div class="line"><a name="l01994"></a><span class="lineno"> 1994</span>&#160;            vmaxq_f32(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>.val[1], <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>.val[1])</div><div class="line"><a name="l01995"></a><span class="lineno"> 1995</span>&#160;        }</div><div class="line"><a name="l01996"></a><span class="lineno"> 1996</span>&#160;    };</div><div class="line"><a name="l01997"></a><span class="lineno"> 1997</span>&#160;    <span class="keywordflow">return</span> res;</div><div class="line"><a name="l01998"></a><span class="lineno"> 1998</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -20259,8 +20448,8 @@
 <dl class="section return"><dt>Returns</dt><dd>The result of the 16 bit fixed point vector max operation </dd></dl>
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00329">329</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
-<div class="fragment"><div class="line"><a name="l00330"></a><span class="lineno">  330</span>&#160;{</div><div class="line"><a name="l00331"></a><span class="lineno">  331</span>&#160;    <span class="keywordflow">return</span> vmax_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00332"></a><span class="lineno">  332</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="fragment"><div class="line"><a name="l00330"></a><span class="lineno">  330</span>&#160;{</div><div class="line"><a name="l00331"></a><span class="lineno">  331</span>&#160;    <span class="keywordflow">return</span> vmax_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00332"></a><span class="lineno">  332</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
 </div><!-- fragment -->
 </div>
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@@ -20307,8 +20496,8 @@
 <dl class="section return"><dt>Returns</dt><dd>The result of the 8 bit fixed point vector max operation </dd></dl>
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00324">324</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
-<div class="fragment"><div class="line"><a name="l00325"></a><span class="lineno">  325</span>&#160;{</div><div class="line"><a name="l00326"></a><span class="lineno">  326</span>&#160;    <span class="keywordflow">return</span> vmax_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00327"></a><span class="lineno">  327</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="fragment"><div class="line"><a name="l00325"></a><span class="lineno">  325</span>&#160;{</div><div class="line"><a name="l00326"></a><span class="lineno">  326</span>&#160;    <span class="keywordflow">return</span> vmax_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00327"></a><span class="lineno">  327</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
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@@ -20355,8 +20544,8 @@
 <dl class="section return"><dt>Returns</dt><dd>The result of the 16 bit fixed point vector max operation </dd></dl>
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00349">349</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
-<div class="fragment"><div class="line"><a name="l00350"></a><span class="lineno">  350</span>&#160;{</div><div class="line"><a name="l00351"></a><span class="lineno">  351</span>&#160;    <span class="keywordflow">return</span> vmaxq_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00352"></a><span class="lineno">  352</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="fragment"><div class="line"><a name="l00350"></a><span class="lineno">  350</span>&#160;{</div><div class="line"><a name="l00351"></a><span class="lineno">  351</span>&#160;    <span class="keywordflow">return</span> vmaxq_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00352"></a><span class="lineno">  352</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
 </div><!-- fragment -->
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@@ -20403,8 +20592,8 @@
 <dl class="section return"><dt>Returns</dt><dd>The result of the 8 bit fixed point vector max operation </dd></dl>
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00334">334</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
-<div class="fragment"><div class="line"><a name="l00335"></a><span class="lineno">  335</span>&#160;{</div><div class="line"><a name="l00336"></a><span class="lineno">  336</span>&#160;    <span class="keywordflow">return</span> vmaxq_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00337"></a><span class="lineno">  337</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="fragment"><div class="line"><a name="l00335"></a><span class="lineno">  335</span>&#160;{</div><div class="line"><a name="l00336"></a><span class="lineno">  336</span>&#160;    <span class="keywordflow">return</span> vmaxq_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00337"></a><span class="lineno">  337</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -20451,8 +20640,8 @@
 <dl class="section return"><dt>Returns</dt><dd>The result of the 16 bit fixed point vector max operation </dd></dl>
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00359">359</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
-<div class="fragment"><div class="line"><a name="l00360"></a><span class="lineno">  360</span>&#160;{</div><div class="line"><a name="l00361"></a><span class="lineno">  361</span>&#160;    <span class="keywordflow">return</span> vmin_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00362"></a><span class="lineno">  362</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="fragment"><div class="line"><a name="l00360"></a><span class="lineno">  360</span>&#160;{</div><div class="line"><a name="l00361"></a><span class="lineno">  361</span>&#160;    <span class="keywordflow">return</span> vmin_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00362"></a><span class="lineno">  362</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -20499,8 +20688,8 @@
 <dl class="section return"><dt>Returns</dt><dd>The result of the 8 bit fixed point vector max operation </dd></dl>
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00354">354</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
-<div class="fragment"><div class="line"><a name="l00355"></a><span class="lineno">  355</span>&#160;{</div><div class="line"><a name="l00356"></a><span class="lineno">  356</span>&#160;    <span class="keywordflow">return</span> vmin_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00357"></a><span class="lineno">  357</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="fragment"><div class="line"><a name="l00355"></a><span class="lineno">  355</span>&#160;{</div><div class="line"><a name="l00356"></a><span class="lineno">  356</span>&#160;    <span class="keywordflow">return</span> vmin_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00357"></a><span class="lineno">  357</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -20547,8 +20736,8 @@
 <dl class="section return"><dt>Returns</dt><dd>The result of the 16 bit fixed point vector min operation </dd></dl>
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00379">379</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
-<div class="fragment"><div class="line"><a name="l00380"></a><span class="lineno">  380</span>&#160;{</div><div class="line"><a name="l00381"></a><span class="lineno">  381</span>&#160;    <span class="keywordflow">return</span> vminq_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00382"></a><span class="lineno">  382</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="fragment"><div class="line"><a name="l00380"></a><span class="lineno">  380</span>&#160;{</div><div class="line"><a name="l00381"></a><span class="lineno">  381</span>&#160;    <span class="keywordflow">return</span> vminq_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00382"></a><span class="lineno">  382</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
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@@ -20595,8 +20784,8 @@
 <dl class="section return"><dt>Returns</dt><dd>The result of the 8 bit fixed point vector min operation </dd></dl>
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00364">364</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
-<div class="fragment"><div class="line"><a name="l00365"></a><span class="lineno">  365</span>&#160;{</div><div class="line"><a name="l00366"></a><span class="lineno">  366</span>&#160;    <span class="keywordflow">return</span> vminq_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00367"></a><span class="lineno">  367</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="fragment"><div class="line"><a name="l00365"></a><span class="lineno">  365</span>&#160;{</div><div class="line"><a name="l00366"></a><span class="lineno">  366</span>&#160;    <span class="keywordflow">return</span> vminq_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00367"></a><span class="lineno">  367</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
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@@ -20658,10 +20847,10 @@
 <dl class="section return"><dt>Returns</dt><dd>The result of the 16 bit fixed point vector multiply-accumulate </dd></dl>
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00667">667</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
-<div class="fragment"><div class="line"><a name="l00668"></a><span class="lineno">  668</span>&#160;{</div><div class="line"><a name="l00669"></a><span class="lineno">  669</span>&#160;    <span class="keyword">const</span> int32x4_t fixed_point_position_s32 = vdupq_n_s32(-fixed_point_position);</div><div class="line"><a name="l00670"></a><span class="lineno">  670</span>&#160;</div><div class="line"><a name="l00671"></a><span class="lineno">  671</span>&#160;    <span class="comment">// Initialize the temporary results with a constant used to round up the result</span></div><div class="line"><a name="l00672"></a><span class="lineno">  672</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#abd854c117af4dbd12633db2fbc01dd49">qint32x4_t</a> tmp = vdupq_n_s32(1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00673"></a><span class="lineno">  673</span>&#160;</div><div class="line"><a name="l00674"></a><span class="lineno">  674</span>&#160;    <span class="comment">// Vector multiply-accumulate long</span></div><div class="line"><a name="l00675"></a><span class="lineno">  675</span>&#160;    tmp = vmlal_s16(tmp, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">c</a>);</div><div class="line"><a name="l00676"></a><span class="lineno">  676</span>&#160;</div><div class="line"><a name="l00677"></a><span class="lineno">  677</span>&#160;    <span class="comment">// Shift right by fixed_point_position</span></div><div class="line"><a name="l00678"></a><span class="lineno">  678</span>&#160;    tmp = vshlq_s32(tmp, fixed_point_position_s32);</div><div class="line"><a name="l00679"></a><span class="lineno">  679</span>&#160;</div><div class="line"><a name="l00680"></a><span class="lineno">  680</span>&#160;    <span class="comment">// Convert back to qint16 and accumulate</span></div><div class="line"><a name="l00681"></a><span class="lineno">  681</span>&#160;    <span class="keywordflow">return</span> vadd_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, vmovn_s32(tmp));</div><div class="line"><a name="l00682"></a><span class="lineno">  682</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00668"></a><span class="lineno">  668</span>&#160;{</div><div class="line"><a name="l00669"></a><span class="lineno">  669</span>&#160;    <span class="keyword">const</span> int32x4_t fixed_point_position_s32 = vdupq_n_s32(-fixed_point_position);</div><div class="line"><a name="l00670"></a><span class="lineno">  670</span>&#160;</div><div class="line"><a name="l00671"></a><span class="lineno">  671</span>&#160;    <span class="comment">// Initialize the temporary results with a constant used to round up the result</span></div><div class="line"><a name="l00672"></a><span class="lineno">  672</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#abd854c117af4dbd12633db2fbc01dd49">qint32x4_t</a> tmp = vdupq_n_s32(1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00673"></a><span class="lineno">  673</span>&#160;</div><div class="line"><a name="l00674"></a><span class="lineno">  674</span>&#160;    <span class="comment">// Vector multiply-accumulate long</span></div><div class="line"><a name="l00675"></a><span class="lineno">  675</span>&#160;    tmp = vmlal_s16(tmp, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">c</a>);</div><div class="line"><a name="l00676"></a><span class="lineno">  676</span>&#160;</div><div class="line"><a name="l00677"></a><span class="lineno">  677</span>&#160;    <span class="comment">// Shift right by fixed_point_position</span></div><div class="line"><a name="l00678"></a><span class="lineno">  678</span>&#160;    tmp = vshlq_s32(tmp, fixed_point_position_s32);</div><div class="line"><a name="l00679"></a><span class="lineno">  679</span>&#160;</div><div class="line"><a name="l00680"></a><span class="lineno">  680</span>&#160;    <span class="comment">// Convert back to qint16 and accumulate</span></div><div class="line"><a name="l00681"></a><span class="lineno">  681</span>&#160;    <span class="keywordflow">return</span> vadd_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, vmovn_s32(tmp));</div><div class="line"><a name="l00682"></a><span class="lineno">  682</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_abd854c117af4dbd12633db2fbc01dd49"><div class="ttname"><a href="namespacearm__compute.xhtml#abd854c117af4dbd12633db2fbc01dd49">arm_compute::qint32x4_t</a></div><div class="ttdeci">int32x4_t qint32x4_t</div><div class="ttdoc">32 bit fixed point vector with 4 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00050">NEFixedPoint.h:50</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a497347573faa3778743ddf277f861094"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">arm_compute::test::validation::c</a></div><div class="ttdeci">Tensor c</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00117">GEMM.cpp:117</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a497347573faa3778743ddf277f861094"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">arm_compute::test::validation::c</a></div><div class="ttdeci">CLTensor c</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00120">GEMM.cpp:120</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -20723,10 +20912,10 @@
 <dl class="section return"><dt>Returns</dt><dd>The result of the 8 bit fixed point vector multiply-accumulate </dd></dl>
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00650">650</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
-<div class="fragment"><div class="line"><a name="l00651"></a><span class="lineno">  651</span>&#160;{</div><div class="line"><a name="l00652"></a><span class="lineno">  652</span>&#160;    <span class="keyword">const</span> int16x8_t fixed_point_position_s16 = vdupq_n_s16(-fixed_point_position);</div><div class="line"><a name="l00653"></a><span class="lineno">  653</span>&#160;</div><div class="line"><a name="l00654"></a><span class="lineno">  654</span>&#160;    <span class="comment">// Initialize the temporary results with a constant used to round up the result</span></div><div class="line"><a name="l00655"></a><span class="lineno">  655</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> tmp = vdupq_n_s16(1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00656"></a><span class="lineno">  656</span>&#160;</div><div class="line"><a name="l00657"></a><span class="lineno">  657</span>&#160;    <span class="comment">// Vector multiply-accumulate long</span></div><div class="line"><a name="l00658"></a><span class="lineno">  658</span>&#160;    tmp = vmlal_s8(tmp, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">c</a>);</div><div class="line"><a name="l00659"></a><span class="lineno">  659</span>&#160;</div><div class="line"><a name="l00660"></a><span class="lineno">  660</span>&#160;    <span class="comment">// Shift right by fixed_point_position</span></div><div class="line"><a name="l00661"></a><span class="lineno">  661</span>&#160;    tmp = vshlq_s16(tmp, fixed_point_position_s16);</div><div class="line"><a name="l00662"></a><span class="lineno">  662</span>&#160;</div><div class="line"><a name="l00663"></a><span class="lineno">  663</span>&#160;    <span class="comment">// Convert back to qint8 and accumulate</span></div><div class="line"><a name="l00664"></a><span class="lineno">  664</span>&#160;    <span class="keywordflow">return</span> vadd_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, vmovn_s16(tmp));</div><div class="line"><a name="l00665"></a><span class="lineno">  665</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00651"></a><span class="lineno">  651</span>&#160;{</div><div class="line"><a name="l00652"></a><span class="lineno">  652</span>&#160;    <span class="keyword">const</span> int16x8_t fixed_point_position_s16 = vdupq_n_s16(-fixed_point_position);</div><div class="line"><a name="l00653"></a><span class="lineno">  653</span>&#160;</div><div class="line"><a name="l00654"></a><span class="lineno">  654</span>&#160;    <span class="comment">// Initialize the temporary results with a constant used to round up the result</span></div><div class="line"><a name="l00655"></a><span class="lineno">  655</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> tmp = vdupq_n_s16(1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00656"></a><span class="lineno">  656</span>&#160;</div><div class="line"><a name="l00657"></a><span class="lineno">  657</span>&#160;    <span class="comment">// Vector multiply-accumulate long</span></div><div class="line"><a name="l00658"></a><span class="lineno">  658</span>&#160;    tmp = vmlal_s8(tmp, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">c</a>);</div><div class="line"><a name="l00659"></a><span class="lineno">  659</span>&#160;</div><div class="line"><a name="l00660"></a><span class="lineno">  660</span>&#160;    <span class="comment">// Shift right by fixed_point_position</span></div><div class="line"><a name="l00661"></a><span class="lineno">  661</span>&#160;    tmp = vshlq_s16(tmp, fixed_point_position_s16);</div><div class="line"><a name="l00662"></a><span class="lineno">  662</span>&#160;</div><div class="line"><a name="l00663"></a><span class="lineno">  663</span>&#160;    <span class="comment">// Convert back to qint8 and accumulate</span></div><div class="line"><a name="l00664"></a><span class="lineno">  664</span>&#160;    <span class="keywordflow">return</span> vadd_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, vmovn_s16(tmp));</div><div class="line"><a name="l00665"></a><span class="lineno">  665</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a4e15143176bfacdde8b06f4bb0b67427"><div class="ttname"><a href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">arm_compute::qint16x8_t</a></div><div class="ttdeci">int16x8_t qint16x8_t</div><div class="ttdoc">16 bit fixed point vector with 8 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00045">NEFixedPoint.h:45</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a497347573faa3778743ddf277f861094"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">arm_compute::test::validation::c</a></div><div class="ttdeci">Tensor c</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00117">GEMM.cpp:117</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a497347573faa3778743ddf277f861094"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">arm_compute::test::validation::c</a></div><div class="ttdeci">CLTensor c</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00120">GEMM.cpp:120</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -20788,10 +20977,10 @@
 <dl class="section return"><dt>Returns</dt><dd>The result of the 16 bit fixed point vector multiply-accumulate long </dd></dl>
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00817">817</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
-<div class="fragment"><div class="line"><a name="l00818"></a><span class="lineno">  818</span>&#160;{</div><div class="line"><a name="l00819"></a><span class="lineno">  819</span>&#160;    <span class="keyword">const</span> int32x4_t fixed_point_position_s32 = vdupq_n_s32(-fixed_point_position);</div><div class="line"><a name="l00820"></a><span class="lineno">  820</span>&#160;</div><div class="line"><a name="l00821"></a><span class="lineno">  821</span>&#160;    <span class="comment">// Initialize the temporary results with a constant used to round up the result</span></div><div class="line"><a name="l00822"></a><span class="lineno">  822</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#abd854c117af4dbd12633db2fbc01dd49">qint32x4_t</a> tmp = vdupq_n_s32(1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00823"></a><span class="lineno">  823</span>&#160;</div><div class="line"><a name="l00824"></a><span class="lineno">  824</span>&#160;    <span class="comment">// Vector multiply-accumulate long</span></div><div class="line"><a name="l00825"></a><span class="lineno">  825</span>&#160;    tmp = vmlal_s16(tmp, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">c</a>);</div><div class="line"><a name="l00826"></a><span class="lineno">  826</span>&#160;</div><div class="line"><a name="l00827"></a><span class="lineno">  827</span>&#160;    <span class="comment">// Shift right by fixed_point_position</span></div><div class="line"><a name="l00828"></a><span class="lineno">  828</span>&#160;    tmp = vshlq_s32(tmp, fixed_point_position_s32);</div><div class="line"><a name="l00829"></a><span class="lineno">  829</span>&#160;</div><div class="line"><a name="l00830"></a><span class="lineno">  830</span>&#160;    <span class="comment">// Accumulate</span></div><div class="line"><a name="l00831"></a><span class="lineno">  831</span>&#160;    <span class="keywordflow">return</span> vaddq_s32(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, tmp);</div><div class="line"><a name="l00832"></a><span class="lineno">  832</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00818"></a><span class="lineno">  818</span>&#160;{</div><div class="line"><a name="l00819"></a><span class="lineno">  819</span>&#160;    <span class="keyword">const</span> int32x4_t fixed_point_position_s32 = vdupq_n_s32(-fixed_point_position);</div><div class="line"><a name="l00820"></a><span class="lineno">  820</span>&#160;</div><div class="line"><a name="l00821"></a><span class="lineno">  821</span>&#160;    <span class="comment">// Initialize the temporary results with a constant used to round up the result</span></div><div class="line"><a name="l00822"></a><span class="lineno">  822</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#abd854c117af4dbd12633db2fbc01dd49">qint32x4_t</a> tmp = vdupq_n_s32(1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00823"></a><span class="lineno">  823</span>&#160;</div><div class="line"><a name="l00824"></a><span class="lineno">  824</span>&#160;    <span class="comment">// Vector multiply-accumulate long</span></div><div class="line"><a name="l00825"></a><span class="lineno">  825</span>&#160;    tmp = vmlal_s16(tmp, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">c</a>);</div><div class="line"><a name="l00826"></a><span class="lineno">  826</span>&#160;</div><div class="line"><a name="l00827"></a><span class="lineno">  827</span>&#160;    <span class="comment">// Shift right by fixed_point_position</span></div><div class="line"><a name="l00828"></a><span class="lineno">  828</span>&#160;    tmp = vshlq_s32(tmp, fixed_point_position_s32);</div><div class="line"><a name="l00829"></a><span class="lineno">  829</span>&#160;</div><div class="line"><a name="l00830"></a><span class="lineno">  830</span>&#160;    <span class="comment">// Accumulate</span></div><div class="line"><a name="l00831"></a><span class="lineno">  831</span>&#160;    <span class="keywordflow">return</span> vaddq_s32(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, tmp);</div><div class="line"><a name="l00832"></a><span class="lineno">  832</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_abd854c117af4dbd12633db2fbc01dd49"><div class="ttname"><a href="namespacearm__compute.xhtml#abd854c117af4dbd12633db2fbc01dd49">arm_compute::qint32x4_t</a></div><div class="ttdeci">int32x4_t qint32x4_t</div><div class="ttdoc">32 bit fixed point vector with 4 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00050">NEFixedPoint.h:50</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a497347573faa3778743ddf277f861094"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">arm_compute::test::validation::c</a></div><div class="ttdeci">Tensor c</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00117">GEMM.cpp:117</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a497347573faa3778743ddf277f861094"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">arm_compute::test::validation::c</a></div><div class="ttdeci">CLTensor c</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00120">GEMM.cpp:120</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -20853,10 +21042,10 @@
 <dl class="section return"><dt>Returns</dt><dd>The result of the 8 bit fixed point vector multiply-accumulate long </dd></dl>
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00800">800</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
-<div class="fragment"><div class="line"><a name="l00801"></a><span class="lineno">  801</span>&#160;{</div><div class="line"><a name="l00802"></a><span class="lineno">  802</span>&#160;    <span class="keyword">const</span> int16x8_t fixed_point_position_s16 = vdupq_n_s16(-fixed_point_position);</div><div class="line"><a name="l00803"></a><span class="lineno">  803</span>&#160;</div><div class="line"><a name="l00804"></a><span class="lineno">  804</span>&#160;    <span class="comment">// Initialize the temporary results with a constant used to round up the result</span></div><div class="line"><a name="l00805"></a><span class="lineno">  805</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> tmp = vdupq_n_s16(1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00806"></a><span class="lineno">  806</span>&#160;</div><div class="line"><a name="l00807"></a><span class="lineno">  807</span>&#160;    <span class="comment">// Vector multiply-accumulate long</span></div><div class="line"><a name="l00808"></a><span class="lineno">  808</span>&#160;    tmp = vmlal_s8(tmp, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">c</a>);</div><div class="line"><a name="l00809"></a><span class="lineno">  809</span>&#160;</div><div class="line"><a name="l00810"></a><span class="lineno">  810</span>&#160;    <span class="comment">// Shift right by fixed_point_position</span></div><div class="line"><a name="l00811"></a><span class="lineno">  811</span>&#160;    tmp = vshlq_s16(tmp, fixed_point_position_s16);</div><div class="line"><a name="l00812"></a><span class="lineno">  812</span>&#160;</div><div class="line"><a name="l00813"></a><span class="lineno">  813</span>&#160;    <span class="comment">// Accumulate</span></div><div class="line"><a name="l00814"></a><span class="lineno">  814</span>&#160;    <span class="keywordflow">return</span> vaddq_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, tmp);</div><div class="line"><a name="l00815"></a><span class="lineno">  815</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00801"></a><span class="lineno">  801</span>&#160;{</div><div class="line"><a name="l00802"></a><span class="lineno">  802</span>&#160;    <span class="keyword">const</span> int16x8_t fixed_point_position_s16 = vdupq_n_s16(-fixed_point_position);</div><div class="line"><a name="l00803"></a><span class="lineno">  803</span>&#160;</div><div class="line"><a name="l00804"></a><span class="lineno">  804</span>&#160;    <span class="comment">// Initialize the temporary results with a constant used to round up the result</span></div><div class="line"><a name="l00805"></a><span class="lineno">  805</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> tmp = vdupq_n_s16(1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00806"></a><span class="lineno">  806</span>&#160;</div><div class="line"><a name="l00807"></a><span class="lineno">  807</span>&#160;    <span class="comment">// Vector multiply-accumulate long</span></div><div class="line"><a name="l00808"></a><span class="lineno">  808</span>&#160;    tmp = vmlal_s8(tmp, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">c</a>);</div><div class="line"><a name="l00809"></a><span class="lineno">  809</span>&#160;</div><div class="line"><a name="l00810"></a><span class="lineno">  810</span>&#160;    <span class="comment">// Shift right by fixed_point_position</span></div><div class="line"><a name="l00811"></a><span class="lineno">  811</span>&#160;    tmp = vshlq_s16(tmp, fixed_point_position_s16);</div><div class="line"><a name="l00812"></a><span class="lineno">  812</span>&#160;</div><div class="line"><a name="l00813"></a><span class="lineno">  813</span>&#160;    <span class="comment">// Accumulate</span></div><div class="line"><a name="l00814"></a><span class="lineno">  814</span>&#160;    <span class="keywordflow">return</span> vaddq_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, tmp);</div><div class="line"><a name="l00815"></a><span class="lineno">  815</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a4e15143176bfacdde8b06f4bb0b67427"><div class="ttname"><a href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">arm_compute::qint16x8_t</a></div><div class="ttdeci">int16x8_t qint16x8_t</div><div class="ttdoc">16 bit fixed point vector with 8 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00045">NEFixedPoint.h:45</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a497347573faa3778743ddf277f861094"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">arm_compute::test::validation::c</a></div><div class="ttdeci">Tensor c</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00117">GEMM.cpp:117</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a497347573faa3778743ddf277f861094"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">arm_compute::test::validation::c</a></div><div class="ttdeci">CLTensor c</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00120">GEMM.cpp:120</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
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@@ -20974,12 +21163,12 @@
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00704">704</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
 <p>References <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00148">vget_high_qs16()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00138">vget_low_qs16()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00705"></a><span class="lineno">  705</span>&#160;{</div><div class="line"><a name="l00706"></a><span class="lineno">  706</span>&#160;    <span class="keyword">const</span> int32x4_t fixed_point_position_s32 = vdupq_n_s32(-fixed_point_position);</div><div class="line"><a name="l00707"></a><span class="lineno">  707</span>&#160;</div><div class="line"><a name="l00708"></a><span class="lineno">  708</span>&#160;    <span class="comment">// Initialize the temporary results with a constant used to round up the result</span></div><div class="line"><a name="l00709"></a><span class="lineno">  709</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#abd854c117af4dbd12633db2fbc01dd49">qint32x4_t</a> tmp0 = vdupq_n_s32(1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00710"></a><span class="lineno">  710</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#abd854c117af4dbd12633db2fbc01dd49">qint32x4_t</a> tmp1 = tmp0;</div><div class="line"><a name="l00711"></a><span class="lineno">  711</span>&#160;</div><div class="line"><a name="l00712"></a><span class="lineno">  712</span>&#160;    <span class="comment">// Vector multiply-accumulate long</span></div><div class="line"><a name="l00713"></a><span class="lineno">  713</span>&#160;    tmp0 = vmlal_s16(tmp0, <a class="code" href="namespacearm__compute.xhtml#ae895c5b470fcf069afd626bb36c63e3d">vget_low_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>), <a class="code" href="namespacearm__compute.xhtml#ae895c5b470fcf069afd626bb36c63e3d">vget_low_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">c</a>));</div><div class="line"><a name="l00714"></a><span class="lineno">  714</span>&#160;    tmp1 = vmlal_s16(tmp1, <a class="code" href="namespacearm__compute.xhtml#ac2edef8bf07bce91b37aa02b952b8ed6">vget_high_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>), <a class="code" href="namespacearm__compute.xhtml#ac2edef8bf07bce91b37aa02b952b8ed6">vget_high_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">c</a>));</div><div class="line"><a name="l00715"></a><span class="lineno">  715</span>&#160;</div><div class="line"><a name="l00716"></a><span class="lineno">  716</span>&#160;    <span class="comment">// Shift right by fixed_point_position</span></div><div class="line"><a name="l00717"></a><span class="lineno">  717</span>&#160;    tmp0 = vshlq_s32(tmp0, fixed_point_position_s32);</div><div class="line"><a name="l00718"></a><span class="lineno">  718</span>&#160;    tmp1 = vshlq_s32(tmp1, fixed_point_position_s32);</div><div class="line"><a name="l00719"></a><span class="lineno">  719</span>&#160;</div><div class="line"><a name="l00720"></a><span class="lineno">  720</span>&#160;    <span class="comment">// Convert back to qint16 and accumulate</span></div><div class="line"><a name="l00721"></a><span class="lineno">  721</span>&#160;    <span class="keywordflow">return</span> vcombine_s16(vadd_s16(<a class="code" href="namespacearm__compute.xhtml#ae895c5b470fcf069afd626bb36c63e3d">vget_low_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vmovn_s32(tmp0)), vadd_s16(<a class="code" href="namespacearm__compute.xhtml#ac2edef8bf07bce91b37aa02b952b8ed6">vget_high_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vmovn_s32(tmp1)));</div><div class="line"><a name="l00722"></a><span class="lineno">  722</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00705"></a><span class="lineno">  705</span>&#160;{</div><div class="line"><a name="l00706"></a><span class="lineno">  706</span>&#160;    <span class="keyword">const</span> int32x4_t fixed_point_position_s32 = vdupq_n_s32(-fixed_point_position);</div><div class="line"><a name="l00707"></a><span class="lineno">  707</span>&#160;</div><div class="line"><a name="l00708"></a><span class="lineno">  708</span>&#160;    <span class="comment">// Initialize the temporary results with a constant used to round up the result</span></div><div class="line"><a name="l00709"></a><span class="lineno">  709</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#abd854c117af4dbd12633db2fbc01dd49">qint32x4_t</a> tmp0 = vdupq_n_s32(1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00710"></a><span class="lineno">  710</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#abd854c117af4dbd12633db2fbc01dd49">qint32x4_t</a> tmp1 = tmp0;</div><div class="line"><a name="l00711"></a><span class="lineno">  711</span>&#160;</div><div class="line"><a name="l00712"></a><span class="lineno">  712</span>&#160;    <span class="comment">// Vector multiply-accumulate long</span></div><div class="line"><a name="l00713"></a><span class="lineno">  713</span>&#160;    tmp0 = vmlal_s16(tmp0, <a class="code" href="namespacearm__compute.xhtml#ae895c5b470fcf069afd626bb36c63e3d">vget_low_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>), <a class="code" href="namespacearm__compute.xhtml#ae895c5b470fcf069afd626bb36c63e3d">vget_low_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">c</a>));</div><div class="line"><a name="l00714"></a><span class="lineno">  714</span>&#160;    tmp1 = vmlal_s16(tmp1, <a class="code" href="namespacearm__compute.xhtml#ac2edef8bf07bce91b37aa02b952b8ed6">vget_high_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>), <a class="code" href="namespacearm__compute.xhtml#ac2edef8bf07bce91b37aa02b952b8ed6">vget_high_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">c</a>));</div><div class="line"><a name="l00715"></a><span class="lineno">  715</span>&#160;</div><div class="line"><a name="l00716"></a><span class="lineno">  716</span>&#160;    <span class="comment">// Shift right by fixed_point_position</span></div><div class="line"><a name="l00717"></a><span class="lineno">  717</span>&#160;    tmp0 = vshlq_s32(tmp0, fixed_point_position_s32);</div><div class="line"><a name="l00718"></a><span class="lineno">  718</span>&#160;    tmp1 = vshlq_s32(tmp1, fixed_point_position_s32);</div><div class="line"><a name="l00719"></a><span class="lineno">  719</span>&#160;</div><div class="line"><a name="l00720"></a><span class="lineno">  720</span>&#160;    <span class="comment">// Convert back to qint16 and accumulate</span></div><div class="line"><a name="l00721"></a><span class="lineno">  721</span>&#160;    <span class="keywordflow">return</span> vcombine_s16(vadd_s16(<a class="code" href="namespacearm__compute.xhtml#ae895c5b470fcf069afd626bb36c63e3d">vget_low_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vmovn_s32(tmp0)), vadd_s16(<a class="code" href="namespacearm__compute.xhtml#ac2edef8bf07bce91b37aa02b952b8ed6">vget_high_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vmovn_s32(tmp1)));</div><div class="line"><a name="l00722"></a><span class="lineno">  722</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_ac2edef8bf07bce91b37aa02b952b8ed6"><div class="ttname"><a href="namespacearm__compute.xhtml#ac2edef8bf07bce91b37aa02b952b8ed6">arm_compute::vget_high_qs16</a></div><div class="ttdeci">qint16x4_t vget_high_qs16(qint16x8_t a)</div><div class="ttdoc">Get the higher half of a 16 elements vector. </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00148">NEFixedPoint.inl:148</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_ae895c5b470fcf069afd626bb36c63e3d"><div class="ttname"><a href="namespacearm__compute.xhtml#ae895c5b470fcf069afd626bb36c63e3d">arm_compute::vget_low_qs16</a></div><div class="ttdeci">qint16x4_t vget_low_qs16(qint16x8_t a)</div><div class="ttdoc">Get the lower half of a 16 elements vector. </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00138">NEFixedPoint.inl:138</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_abd854c117af4dbd12633db2fbc01dd49"><div class="ttname"><a href="namespacearm__compute.xhtml#abd854c117af4dbd12633db2fbc01dd49">arm_compute::qint32x4_t</a></div><div class="ttdeci">int32x4_t qint32x4_t</div><div class="ttdoc">32 bit fixed point vector with 4 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00050">NEFixedPoint.h:50</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a497347573faa3778743ddf277f861094"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">arm_compute::test::validation::c</a></div><div class="ttdeci">Tensor c</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00117">GEMM.cpp:117</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a497347573faa3778743ddf277f861094"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">arm_compute::test::validation::c</a></div><div class="ttdeci">CLTensor c</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00120">GEMM.cpp:120</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
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@@ -21041,10 +21230,10 @@
 <dl class="section return"><dt>Returns</dt><dd>The result of the 8 bit fixed point vector multiply-accumulate </dd></dl>
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00684">684</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
-<div class="fragment"><div class="line"><a name="l00685"></a><span class="lineno">  685</span>&#160;{</div><div class="line"><a name="l00686"></a><span class="lineno">  686</span>&#160;    <span class="keyword">const</span> int16x8_t fixed_point_position_s16 = vdupq_n_s16(-fixed_point_position);</div><div class="line"><a name="l00687"></a><span class="lineno">  687</span>&#160;</div><div class="line"><a name="l00688"></a><span class="lineno">  688</span>&#160;    <span class="comment">// Initialize the temporary results with a constant used to round up the result</span></div><div class="line"><a name="l00689"></a><span class="lineno">  689</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> tmp0 = vdupq_n_s16(1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00690"></a><span class="lineno">  690</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> tmp1 = tmp0;</div><div class="line"><a name="l00691"></a><span class="lineno">  691</span>&#160;</div><div class="line"><a name="l00692"></a><span class="lineno">  692</span>&#160;    <span class="comment">// Vector multiply-accumulate long</span></div><div class="line"><a name="l00693"></a><span class="lineno">  693</span>&#160;    tmp0 = vmlal_s8(tmp0, vget_low_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>), vget_low_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">c</a>));</div><div class="line"><a name="l00694"></a><span class="lineno">  694</span>&#160;    tmp1 = vmlal_s8(tmp1, vget_high_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>), vget_high_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">c</a>));</div><div class="line"><a name="l00695"></a><span class="lineno">  695</span>&#160;</div><div class="line"><a name="l00696"></a><span class="lineno">  696</span>&#160;    <span class="comment">// Shift right by fixed_point_position</span></div><div class="line"><a name="l00697"></a><span class="lineno">  697</span>&#160;    tmp0 = vshlq_s16(tmp0, fixed_point_position_s16);</div><div class="line"><a name="l00698"></a><span class="lineno">  698</span>&#160;    tmp1 = vshlq_s16(tmp1, fixed_point_position_s16);</div><div class="line"><a name="l00699"></a><span class="lineno">  699</span>&#160;</div><div class="line"><a name="l00700"></a><span class="lineno">  700</span>&#160;    <span class="comment">// Convert back to qint8 and accumulate</span></div><div class="line"><a name="l00701"></a><span class="lineno">  701</span>&#160;    <span class="keywordflow">return</span> vcombine_s8(vadd_s8(vget_low_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vmovn_s16(tmp0)), vadd_s8(vget_high_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vmovn_s16(tmp1)));</div><div class="line"><a name="l00702"></a><span class="lineno">  702</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00685"></a><span class="lineno">  685</span>&#160;{</div><div class="line"><a name="l00686"></a><span class="lineno">  686</span>&#160;    <span class="keyword">const</span> int16x8_t fixed_point_position_s16 = vdupq_n_s16(-fixed_point_position);</div><div class="line"><a name="l00687"></a><span class="lineno">  687</span>&#160;</div><div class="line"><a name="l00688"></a><span class="lineno">  688</span>&#160;    <span class="comment">// Initialize the temporary results with a constant used to round up the result</span></div><div class="line"><a name="l00689"></a><span class="lineno">  689</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> tmp0 = vdupq_n_s16(1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00690"></a><span class="lineno">  690</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> tmp1 = tmp0;</div><div class="line"><a name="l00691"></a><span class="lineno">  691</span>&#160;</div><div class="line"><a name="l00692"></a><span class="lineno">  692</span>&#160;    <span class="comment">// Vector multiply-accumulate long</span></div><div class="line"><a name="l00693"></a><span class="lineno">  693</span>&#160;    tmp0 = vmlal_s8(tmp0, vget_low_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>), vget_low_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">c</a>));</div><div class="line"><a name="l00694"></a><span class="lineno">  694</span>&#160;    tmp1 = vmlal_s8(tmp1, vget_high_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>), vget_high_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">c</a>));</div><div class="line"><a name="l00695"></a><span class="lineno">  695</span>&#160;</div><div class="line"><a name="l00696"></a><span class="lineno">  696</span>&#160;    <span class="comment">// Shift right by fixed_point_position</span></div><div class="line"><a name="l00697"></a><span class="lineno">  697</span>&#160;    tmp0 = vshlq_s16(tmp0, fixed_point_position_s16);</div><div class="line"><a name="l00698"></a><span class="lineno">  698</span>&#160;    tmp1 = vshlq_s16(tmp1, fixed_point_position_s16);</div><div class="line"><a name="l00699"></a><span class="lineno">  699</span>&#160;</div><div class="line"><a name="l00700"></a><span class="lineno">  700</span>&#160;    <span class="comment">// Convert back to qint8 and accumulate</span></div><div class="line"><a name="l00701"></a><span class="lineno">  701</span>&#160;    <span class="keywordflow">return</span> vcombine_s8(vadd_s8(vget_low_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vmovn_s16(tmp0)), vadd_s8(vget_high_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vmovn_s16(tmp1)));</div><div class="line"><a name="l00702"></a><span class="lineno">  702</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a4e15143176bfacdde8b06f4bb0b67427"><div class="ttname"><a href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">arm_compute::qint16x8_t</a></div><div class="ttdeci">int16x8_t qint16x8_t</div><div class="ttdoc">16 bit fixed point vector with 8 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00045">NEFixedPoint.h:45</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a497347573faa3778743ddf277f861094"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">arm_compute::test::validation::c</a></div><div class="ttdeci">Tensor c</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00117">GEMM.cpp:117</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a497347573faa3778743ddf277f861094"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">arm_compute::test::validation::c</a></div><div class="ttdeci">CLTensor c</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00120">GEMM.cpp:120</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
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@@ -21100,9 +21289,9 @@
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00496">496</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
 <p>Referenced by <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01299">vdiv_qs16()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01729">vinvsqrt_qs16()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01585">vlog_qs16()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01103">vrecip_qs16()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01331">vtaylor_poly_qs16()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00497"></a><span class="lineno">  497</span>&#160;{</div><div class="line"><a name="l00498"></a><span class="lineno">  498</span>&#160;    <span class="keyword">const</span> int32x4_t fixed_point_position_s32 = vdupq_n_s32(-fixed_point_position);</div><div class="line"><a name="l00499"></a><span class="lineno">  499</span>&#160;</div><div class="line"><a name="l00500"></a><span class="lineno">  500</span>&#160;    <span class="comment">// Initialize the temporary result with a constant used to round up the result</span></div><div class="line"><a name="l00501"></a><span class="lineno">  501</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#abd854c117af4dbd12633db2fbc01dd49">qint32x4_t</a> res = vdupq_n_s32(1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00502"></a><span class="lineno">  502</span>&#160;</div><div class="line"><a name="l00503"></a><span class="lineno">  503</span>&#160;    <span class="comment">// Vector multiply-accumulate long</span></div><div class="line"><a name="l00504"></a><span class="lineno">  504</span>&#160;    res = vmlal_s16(res, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00505"></a><span class="lineno">  505</span>&#160;</div><div class="line"><a name="l00506"></a><span class="lineno">  506</span>&#160;    <span class="comment">// Shift right by fixed_point_position</span></div><div class="line"><a name="l00507"></a><span class="lineno">  507</span>&#160;    res = vshlq_s32(res, fixed_point_position_s32);</div><div class="line"><a name="l00508"></a><span class="lineno">  508</span>&#160;</div><div class="line"><a name="l00509"></a><span class="lineno">  509</span>&#160;    <span class="comment">// Convert back to qint16</span></div><div class="line"><a name="l00510"></a><span class="lineno">  510</span>&#160;    <span class="keywordflow">return</span> vmovn_s32(res);</div><div class="line"><a name="l00511"></a><span class="lineno">  511</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00497"></a><span class="lineno">  497</span>&#160;{</div><div class="line"><a name="l00498"></a><span class="lineno">  498</span>&#160;    <span class="keyword">const</span> int32x4_t fixed_point_position_s32 = vdupq_n_s32(-fixed_point_position);</div><div class="line"><a name="l00499"></a><span class="lineno">  499</span>&#160;</div><div class="line"><a name="l00500"></a><span class="lineno">  500</span>&#160;    <span class="comment">// Initialize the temporary result with a constant used to round up the result</span></div><div class="line"><a name="l00501"></a><span class="lineno">  501</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#abd854c117af4dbd12633db2fbc01dd49">qint32x4_t</a> res = vdupq_n_s32(1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00502"></a><span class="lineno">  502</span>&#160;</div><div class="line"><a name="l00503"></a><span class="lineno">  503</span>&#160;    <span class="comment">// Vector multiply-accumulate long</span></div><div class="line"><a name="l00504"></a><span class="lineno">  504</span>&#160;    res = vmlal_s16(res, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00505"></a><span class="lineno">  505</span>&#160;</div><div class="line"><a name="l00506"></a><span class="lineno">  506</span>&#160;    <span class="comment">// Shift right by fixed_point_position</span></div><div class="line"><a name="l00507"></a><span class="lineno">  507</span>&#160;    res = vshlq_s32(res, fixed_point_position_s32);</div><div class="line"><a name="l00508"></a><span class="lineno">  508</span>&#160;</div><div class="line"><a name="l00509"></a><span class="lineno">  509</span>&#160;    <span class="comment">// Convert back to qint16</span></div><div class="line"><a name="l00510"></a><span class="lineno">  510</span>&#160;    <span class="keywordflow">return</span> vmovn_s32(res);</div><div class="line"><a name="l00511"></a><span class="lineno">  511</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_abd854c117af4dbd12633db2fbc01dd49"><div class="ttname"><a href="namespacearm__compute.xhtml#abd854c117af4dbd12633db2fbc01dd49">arm_compute::qint32x4_t</a></div><div class="ttdeci">int32x4_t qint32x4_t</div><div class="ttdoc">32 bit fixed point vector with 4 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00050">NEFixedPoint.h:50</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
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@@ -21158,9 +21347,9 @@
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00479">479</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
 <p>Referenced by <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01294">vdiv_qs8()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01702">vinvsqrt_qs8()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01546">vlog_qs8()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01077">vrecip_qs8()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01315">vtaylor_poly_qs8()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00480"></a><span class="lineno">  480</span>&#160;{</div><div class="line"><a name="l00481"></a><span class="lineno">  481</span>&#160;    <span class="keyword">const</span> int16x8_t fixed_point_position_s16 = vdupq_n_s16(-fixed_point_position);</div><div class="line"><a name="l00482"></a><span class="lineno">  482</span>&#160;</div><div class="line"><a name="l00483"></a><span class="lineno">  483</span>&#160;    <span class="comment">// Initialize the temporary result with a constant used to round up the result</span></div><div class="line"><a name="l00484"></a><span class="lineno">  484</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> res = vdupq_n_s16(1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00485"></a><span class="lineno">  485</span>&#160;</div><div class="line"><a name="l00486"></a><span class="lineno">  486</span>&#160;    <span class="comment">// Vector multiply-accumulate long</span></div><div class="line"><a name="l00487"></a><span class="lineno">  487</span>&#160;    res = vmlal_s8(res, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00488"></a><span class="lineno">  488</span>&#160;</div><div class="line"><a name="l00489"></a><span class="lineno">  489</span>&#160;    <span class="comment">// Shift right by fixed_point_position</span></div><div class="line"><a name="l00490"></a><span class="lineno">  490</span>&#160;    res = vshlq_s16(res, fixed_point_position_s16);</div><div class="line"><a name="l00491"></a><span class="lineno">  491</span>&#160;</div><div class="line"><a name="l00492"></a><span class="lineno">  492</span>&#160;    <span class="comment">// Convert back to qint8</span></div><div class="line"><a name="l00493"></a><span class="lineno">  493</span>&#160;    <span class="keywordflow">return</span> vmovn_s16(res);</div><div class="line"><a name="l00494"></a><span class="lineno">  494</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00480"></a><span class="lineno">  480</span>&#160;{</div><div class="line"><a name="l00481"></a><span class="lineno">  481</span>&#160;    <span class="keyword">const</span> int16x8_t fixed_point_position_s16 = vdupq_n_s16(-fixed_point_position);</div><div class="line"><a name="l00482"></a><span class="lineno">  482</span>&#160;</div><div class="line"><a name="l00483"></a><span class="lineno">  483</span>&#160;    <span class="comment">// Initialize the temporary result with a constant used to round up the result</span></div><div class="line"><a name="l00484"></a><span class="lineno">  484</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> res = vdupq_n_s16(1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00485"></a><span class="lineno">  485</span>&#160;</div><div class="line"><a name="l00486"></a><span class="lineno">  486</span>&#160;    <span class="comment">// Vector multiply-accumulate long</span></div><div class="line"><a name="l00487"></a><span class="lineno">  487</span>&#160;    res = vmlal_s8(res, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00488"></a><span class="lineno">  488</span>&#160;</div><div class="line"><a name="l00489"></a><span class="lineno">  489</span>&#160;    <span class="comment">// Shift right by fixed_point_position</span></div><div class="line"><a name="l00490"></a><span class="lineno">  490</span>&#160;    res = vshlq_s16(res, fixed_point_position_s16);</div><div class="line"><a name="l00491"></a><span class="lineno">  491</span>&#160;</div><div class="line"><a name="l00492"></a><span class="lineno">  492</span>&#160;    <span class="comment">// Convert back to qint8</span></div><div class="line"><a name="l00493"></a><span class="lineno">  493</span>&#160;    <span class="keywordflow">return</span> vmovn_s16(res);</div><div class="line"><a name="l00494"></a><span class="lineno">  494</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a4e15143176bfacdde8b06f4bb0b67427"><div class="ttname"><a href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">arm_compute::qint16x8_t</a></div><div class="ttdeci">int16x8_t qint16x8_t</div><div class="ttdoc">16 bit fixed point vector with 8 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00045">NEFixedPoint.h:45</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
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@@ -21214,9 +21403,9 @@
 <dl class="section return"><dt>Returns</dt><dd>The result of the 32 bit fixed point long vector multiplication. </dd></dl>
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00636">636</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
-<div class="fragment"><div class="line"><a name="l00637"></a><span class="lineno">  637</span>&#160;{</div><div class="line"><a name="l00638"></a><span class="lineno">  638</span>&#160;    <span class="keyword">const</span> int32x4_t fixed_point_position_s32 = vdupq_n_s32(-fixed_point_position);</div><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="comment">// Initialize the temporary results with a constant used to round up the result</span></div><div class="line"><a name="l00641"></a><span class="lineno">  641</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#abd854c117af4dbd12633db2fbc01dd49">qint32x4_t</a> tmp = vdupq_n_s32(1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00642"></a><span class="lineno">  642</span>&#160;</div><div class="line"><a name="l00643"></a><span class="lineno">  643</span>&#160;    <span class="comment">// Vector multiply-accumulate long</span></div><div class="line"><a name="l00644"></a><span class="lineno">  644</span>&#160;    tmp = vmull_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00645"></a><span class="lineno">  645</span>&#160;</div><div class="line"><a name="l00646"></a><span class="lineno">  646</span>&#160;    <span class="comment">// Shift right by fixed_point_position</span></div><div class="line"><a name="l00647"></a><span class="lineno">  647</span>&#160;    <span class="keywordflow">return</span> vqshlq_s32(tmp, fixed_point_position_s32);</div><div class="line"><a name="l00648"></a><span class="lineno">  648</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00637"></a><span class="lineno">  637</span>&#160;{</div><div class="line"><a name="l00638"></a><span class="lineno">  638</span>&#160;    <span class="keyword">const</span> int32x4_t fixed_point_position_s32 = vdupq_n_s32(-fixed_point_position);</div><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="comment">// Initialize the temporary results with a constant used to round up the result</span></div><div class="line"><a name="l00641"></a><span class="lineno">  641</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#abd854c117af4dbd12633db2fbc01dd49">qint32x4_t</a> tmp = vdupq_n_s32(1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00642"></a><span class="lineno">  642</span>&#160;</div><div class="line"><a name="l00643"></a><span class="lineno">  643</span>&#160;    <span class="comment">// Vector multiply-accumulate long</span></div><div class="line"><a name="l00644"></a><span class="lineno">  644</span>&#160;    tmp = vmull_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00645"></a><span class="lineno">  645</span>&#160;</div><div class="line"><a name="l00646"></a><span class="lineno">  646</span>&#160;    <span class="comment">// Shift right by fixed_point_position</span></div><div class="line"><a name="l00647"></a><span class="lineno">  647</span>&#160;    <span class="keywordflow">return</span> vqshlq_s32(tmp, fixed_point_position_s32);</div><div class="line"><a name="l00648"></a><span class="lineno">  648</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_abd854c117af4dbd12633db2fbc01dd49"><div class="ttname"><a href="namespacearm__compute.xhtml#abd854c117af4dbd12633db2fbc01dd49">arm_compute::qint32x4_t</a></div><div class="ttdeci">int32x4_t qint32x4_t</div><div class="ttdoc">32 bit fixed point vector with 4 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00050">NEFixedPoint.h:50</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
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 </div>
 </div>
@@ -21271,10 +21460,10 @@
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00627">627</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
-<p>Referenced by <a class="el" href="_n_e_direct_convolution_detail_8h_source.xhtml#l00184">arm_compute::detail::convolve_3x3&lt; 1 &gt;()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00628"></a><span class="lineno">  628</span>&#160;{</div><div class="line"><a name="l00629"></a><span class="lineno">  629</span>&#160;    <span class="keyword">const</span> int16x8_t fixed_point_position_s16 = vdupq_n_s16(-fixed_point_position);</div><div class="line"><a name="l00630"></a><span class="lineno">  630</span>&#160;</div><div class="line"><a name="l00631"></a><span class="lineno">  631</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> res = vmull_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00632"></a><span class="lineno">  632</span>&#160;</div><div class="line"><a name="l00633"></a><span class="lineno">  633</span>&#160;    <span class="keywordflow">return</span> vqrshlq_s16(res, fixed_point_position_s16);</div><div class="line"><a name="l00634"></a><span class="lineno">  634</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<p>Referenced by <a class="el" href="_n_e_direct_convolution_detail_8h_source.xhtml#l00229">arm_compute::detail::convolve_3x3&lt; 1 &gt;()</a>.</p>
+<div class="fragment"><div class="line"><a name="l00628"></a><span class="lineno">  628</span>&#160;{</div><div class="line"><a name="l00629"></a><span class="lineno">  629</span>&#160;    <span class="keyword">const</span> int16x8_t fixed_point_position_s16 = vdupq_n_s16(-fixed_point_position);</div><div class="line"><a name="l00630"></a><span class="lineno">  630</span>&#160;</div><div class="line"><a name="l00631"></a><span class="lineno">  631</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> res = vmull_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00632"></a><span class="lineno">  632</span>&#160;</div><div class="line"><a name="l00633"></a><span class="lineno">  633</span>&#160;    <span class="keywordflow">return</span> vqrshlq_s16(res, fixed_point_position_s16);</div><div class="line"><a name="l00634"></a><span class="lineno">  634</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a4e15143176bfacdde8b06f4bb0b67427"><div class="ttname"><a href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">arm_compute::qint16x8_t</a></div><div class="ttdeci">int16x8_t qint16x8_t</div><div class="ttdoc">16 bit fixed point vector with 8 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00045">NEFixedPoint.h:45</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
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@@ -21332,11 +21521,11 @@
 <p>References <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00148">vget_high_qs16()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00138">vget_low_qs16()</a>.</p>
 
 <p>Referenced by <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01309">vdivq_qs16()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01841">vinvsqrtq_qs16()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01210">vrecipq_qs16()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01395">vtaylor_polyq_qs16()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00534"></a><span class="lineno">  534</span>&#160;{</div><div class="line"><a name="l00535"></a><span class="lineno">  535</span>&#160;    <span class="keyword">const</span> int32x4_t fixed_point_position_s32 = vdupq_n_s32(-fixed_point_position);</div><div class="line"><a name="l00536"></a><span class="lineno">  536</span>&#160;</div><div class="line"><a name="l00537"></a><span class="lineno">  537</span>&#160;    <span class="comment">// Initialize the temporary results with a constant used to round up the result</span></div><div class="line"><a name="l00538"></a><span class="lineno">  538</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#abd854c117af4dbd12633db2fbc01dd49">qint32x4_t</a> res0 = vdupq_n_s32(1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00539"></a><span class="lineno">  539</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#abd854c117af4dbd12633db2fbc01dd49">qint32x4_t</a> res1 = res0;</div><div class="line"><a name="l00540"></a><span class="lineno">  540</span>&#160;</div><div class="line"><a name="l00541"></a><span class="lineno">  541</span>&#160;    <span class="comment">// Vector multiply-accumulate long</span></div><div class="line"><a name="l00542"></a><span class="lineno">  542</span>&#160;    res0 = vmlal_s16(res0, <a class="code" href="namespacearm__compute.xhtml#ae895c5b470fcf069afd626bb36c63e3d">vget_low_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), <a class="code" href="namespacearm__compute.xhtml#ae895c5b470fcf069afd626bb36c63e3d">vget_low_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>));</div><div class="line"><a name="l00543"></a><span class="lineno">  543</span>&#160;    res1 = vmlal_s16(res1, <a class="code" href="namespacearm__compute.xhtml#ac2edef8bf07bce91b37aa02b952b8ed6">vget_high_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), <a class="code" href="namespacearm__compute.xhtml#ac2edef8bf07bce91b37aa02b952b8ed6">vget_high_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>));</div><div class="line"><a name="l00544"></a><span class="lineno">  544</span>&#160;</div><div class="line"><a name="l00545"></a><span class="lineno">  545</span>&#160;    <span class="comment">// Shift right by fixed_point_position</span></div><div class="line"><a name="l00546"></a><span class="lineno">  546</span>&#160;    res0 = vshlq_s32(res0, fixed_point_position_s32);</div><div class="line"><a name="l00547"></a><span class="lineno">  547</span>&#160;    res1 = vshlq_s32(res1, fixed_point_position_s32);</div><div class="line"><a name="l00548"></a><span class="lineno">  548</span>&#160;</div><div class="line"><a name="l00549"></a><span class="lineno">  549</span>&#160;    <span class="comment">// Convert back to qint16</span></div><div class="line"><a name="l00550"></a><span class="lineno">  550</span>&#160;    <span class="keywordflow">return</span> vcombine_s16(vmovn_s32(res0), vmovn_s32(res1));</div><div class="line"><a name="l00551"></a><span class="lineno">  551</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00534"></a><span class="lineno">  534</span>&#160;{</div><div class="line"><a name="l00535"></a><span class="lineno">  535</span>&#160;    <span class="keyword">const</span> int32x4_t fixed_point_position_s32 = vdupq_n_s32(-fixed_point_position);</div><div class="line"><a name="l00536"></a><span class="lineno">  536</span>&#160;</div><div class="line"><a name="l00537"></a><span class="lineno">  537</span>&#160;    <span class="comment">// Initialize the temporary results with a constant used to round up the result</span></div><div class="line"><a name="l00538"></a><span class="lineno">  538</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#abd854c117af4dbd12633db2fbc01dd49">qint32x4_t</a> res0 = vdupq_n_s32(1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00539"></a><span class="lineno">  539</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#abd854c117af4dbd12633db2fbc01dd49">qint32x4_t</a> res1 = res0;</div><div class="line"><a name="l00540"></a><span class="lineno">  540</span>&#160;</div><div class="line"><a name="l00541"></a><span class="lineno">  541</span>&#160;    <span class="comment">// Vector multiply-accumulate long</span></div><div class="line"><a name="l00542"></a><span class="lineno">  542</span>&#160;    res0 = vmlal_s16(res0, <a class="code" href="namespacearm__compute.xhtml#ae895c5b470fcf069afd626bb36c63e3d">vget_low_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), <a class="code" href="namespacearm__compute.xhtml#ae895c5b470fcf069afd626bb36c63e3d">vget_low_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>));</div><div class="line"><a name="l00543"></a><span class="lineno">  543</span>&#160;    res1 = vmlal_s16(res1, <a class="code" href="namespacearm__compute.xhtml#ac2edef8bf07bce91b37aa02b952b8ed6">vget_high_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), <a class="code" href="namespacearm__compute.xhtml#ac2edef8bf07bce91b37aa02b952b8ed6">vget_high_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>));</div><div class="line"><a name="l00544"></a><span class="lineno">  544</span>&#160;</div><div class="line"><a name="l00545"></a><span class="lineno">  545</span>&#160;    <span class="comment">// Shift right by fixed_point_position</span></div><div class="line"><a name="l00546"></a><span class="lineno">  546</span>&#160;    res0 = vshlq_s32(res0, fixed_point_position_s32);</div><div class="line"><a name="l00547"></a><span class="lineno">  547</span>&#160;    res1 = vshlq_s32(res1, fixed_point_position_s32);</div><div class="line"><a name="l00548"></a><span class="lineno">  548</span>&#160;</div><div class="line"><a name="l00549"></a><span class="lineno">  549</span>&#160;    <span class="comment">// Convert back to qint16</span></div><div class="line"><a name="l00550"></a><span class="lineno">  550</span>&#160;    <span class="keywordflow">return</span> vcombine_s16(vmovn_s32(res0), vmovn_s32(res1));</div><div class="line"><a name="l00551"></a><span class="lineno">  551</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_ac2edef8bf07bce91b37aa02b952b8ed6"><div class="ttname"><a href="namespacearm__compute.xhtml#ac2edef8bf07bce91b37aa02b952b8ed6">arm_compute::vget_high_qs16</a></div><div class="ttdeci">qint16x4_t vget_high_qs16(qint16x8_t a)</div><div class="ttdoc">Get the higher half of a 16 elements vector. </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00148">NEFixedPoint.inl:148</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_ae895c5b470fcf069afd626bb36c63e3d"><div class="ttname"><a href="namespacearm__compute.xhtml#ae895c5b470fcf069afd626bb36c63e3d">arm_compute::vget_low_qs16</a></div><div class="ttdeci">qint16x4_t vget_low_qs16(qint16x8_t a)</div><div class="ttdoc">Get the lower half of a 16 elements vector. </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00138">NEFixedPoint.inl:138</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_abd854c117af4dbd12633db2fbc01dd49"><div class="ttname"><a href="namespacearm__compute.xhtml#abd854c117af4dbd12633db2fbc01dd49">arm_compute::qint32x4_t</a></div><div class="ttdeci">int32x4_t qint32x4_t</div><div class="ttdoc">32 bit fixed point vector with 4 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00050">NEFixedPoint.h:50</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
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 </div>
 </div>
@@ -21392,9 +21581,9 @@
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00513">513</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
 <p>Referenced by <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01304">vdivq_qs8()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01814">vinvsqrtq_qs8()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01624">vlogq_qs8()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01183">vrecipq_qs8()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01379">vtaylor_polyq_qs8()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00514"></a><span class="lineno">  514</span>&#160;{</div><div class="line"><a name="l00515"></a><span class="lineno">  515</span>&#160;    <span class="keyword">const</span> int16x8_t fixed_point_position_s16 = vdupq_n_s16(-fixed_point_position);</div><div class="line"><a name="l00516"></a><span class="lineno">  516</span>&#160;</div><div class="line"><a name="l00517"></a><span class="lineno">  517</span>&#160;    <span class="comment">// Initialize the temporary results with a constant used to round up the result</span></div><div class="line"><a name="l00518"></a><span class="lineno">  518</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> res0 = vdupq_n_s16(1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00519"></a><span class="lineno">  519</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> res1 = res0;</div><div class="line"><a name="l00520"></a><span class="lineno">  520</span>&#160;</div><div class="line"><a name="l00521"></a><span class="lineno">  521</span>&#160;    <span class="comment">// Vector multiply-accumulate long</span></div><div class="line"><a name="l00522"></a><span class="lineno">  522</span>&#160;    res0 = vmlal_s8(res0, vget_low_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vget_low_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>));</div><div class="line"><a name="l00523"></a><span class="lineno">  523</span>&#160;    res1 = vmlal_s8(res1, vget_high_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vget_high_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>));</div><div class="line"><a name="l00524"></a><span class="lineno">  524</span>&#160;</div><div class="line"><a name="l00525"></a><span class="lineno">  525</span>&#160;    <span class="comment">// Shift right by fixed_point_position</span></div><div class="line"><a name="l00526"></a><span class="lineno">  526</span>&#160;    res0 = vshlq_s16(res0, fixed_point_position_s16);</div><div class="line"><a name="l00527"></a><span class="lineno">  527</span>&#160;    res1 = vshlq_s16(res1, fixed_point_position_s16);</div><div class="line"><a name="l00528"></a><span class="lineno">  528</span>&#160;</div><div class="line"><a name="l00529"></a><span class="lineno">  529</span>&#160;    <span class="comment">// Convert back to qint8</span></div><div class="line"><a name="l00530"></a><span class="lineno">  530</span>&#160;    <span class="keywordflow">return</span> vcombine_s8(vmovn_s16(res0), vmovn_s16(res1));</div><div class="line"><a name="l00531"></a><span class="lineno">  531</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00514"></a><span class="lineno">  514</span>&#160;{</div><div class="line"><a name="l00515"></a><span class="lineno">  515</span>&#160;    <span class="keyword">const</span> int16x8_t fixed_point_position_s16 = vdupq_n_s16(-fixed_point_position);</div><div class="line"><a name="l00516"></a><span class="lineno">  516</span>&#160;</div><div class="line"><a name="l00517"></a><span class="lineno">  517</span>&#160;    <span class="comment">// Initialize the temporary results with a constant used to round up the result</span></div><div class="line"><a name="l00518"></a><span class="lineno">  518</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> res0 = vdupq_n_s16(1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00519"></a><span class="lineno">  519</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> res1 = res0;</div><div class="line"><a name="l00520"></a><span class="lineno">  520</span>&#160;</div><div class="line"><a name="l00521"></a><span class="lineno">  521</span>&#160;    <span class="comment">// Vector multiply-accumulate long</span></div><div class="line"><a name="l00522"></a><span class="lineno">  522</span>&#160;    res0 = vmlal_s8(res0, vget_low_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vget_low_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>));</div><div class="line"><a name="l00523"></a><span class="lineno">  523</span>&#160;    res1 = vmlal_s8(res1, vget_high_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vget_high_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>));</div><div class="line"><a name="l00524"></a><span class="lineno">  524</span>&#160;</div><div class="line"><a name="l00525"></a><span class="lineno">  525</span>&#160;    <span class="comment">// Shift right by fixed_point_position</span></div><div class="line"><a name="l00526"></a><span class="lineno">  526</span>&#160;    res0 = vshlq_s16(res0, fixed_point_position_s16);</div><div class="line"><a name="l00527"></a><span class="lineno">  527</span>&#160;    res1 = vshlq_s16(res1, fixed_point_position_s16);</div><div class="line"><a name="l00528"></a><span class="lineno">  528</span>&#160;</div><div class="line"><a name="l00529"></a><span class="lineno">  529</span>&#160;    <span class="comment">// Convert back to qint8</span></div><div class="line"><a name="l00530"></a><span class="lineno">  530</span>&#160;    <span class="keywordflow">return</span> vcombine_s8(vmovn_s16(res0), vmovn_s16(res1));</div><div class="line"><a name="l00531"></a><span class="lineno">  531</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a4e15143176bfacdde8b06f4bb0b67427"><div class="ttname"><a href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">arm_compute::qint16x8_t</a></div><div class="ttdeci">int16x8_t qint16x8_t</div><div class="ttdoc">16 bit fixed point vector with 8 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00045">NEFixedPoint.h:45</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -21430,7 +21619,7 @@
 <dl class="section return"><dt>Returns</dt><dd>The result of the 16 bit fixed point vector addition. The result is saturated in case of overflow </dd></dl>
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00434">434</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
-<div class="fragment"><div class="line"><a name="l00435"></a><span class="lineno">  435</span>&#160;{</div><div class="line"><a name="l00436"></a><span class="lineno">  436</span>&#160;    <span class="keywordflow">return</span> vpaddl_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l00437"></a><span class="lineno">  437</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00435"></a><span class="lineno">  435</span>&#160;{</div><div class="line"><a name="l00436"></a><span class="lineno">  436</span>&#160;    <span class="keywordflow">return</span> vpaddl_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l00437"></a><span class="lineno">  437</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -21477,8 +21666,8 @@
 <dl class="section return"><dt>Returns</dt><dd>The result of the 16 bit fixed point vector pairwise max operation </dd></dl>
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00344">344</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
-<div class="fragment"><div class="line"><a name="l00345"></a><span class="lineno">  345</span>&#160;{</div><div class="line"><a name="l00346"></a><span class="lineno">  346</span>&#160;    <span class="keywordflow">return</span> vpmax_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00347"></a><span class="lineno">  347</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="fragment"><div class="line"><a name="l00345"></a><span class="lineno">  345</span>&#160;{</div><div class="line"><a name="l00346"></a><span class="lineno">  346</span>&#160;    <span class="keywordflow">return</span> vpmax_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00347"></a><span class="lineno">  347</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
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@@ -21525,8 +21714,8 @@
 <dl class="section return"><dt>Returns</dt><dd>The result of the 8 bit fixed point vector pairwise max operation </dd></dl>
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00339">339</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
-<div class="fragment"><div class="line"><a name="l00340"></a><span class="lineno">  340</span>&#160;{</div><div class="line"><a name="l00341"></a><span class="lineno">  341</span>&#160;    <span class="keywordflow">return</span> vpmax_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00342"></a><span class="lineno">  342</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="fragment"><div class="line"><a name="l00340"></a><span class="lineno">  340</span>&#160;{</div><div class="line"><a name="l00341"></a><span class="lineno">  341</span>&#160;    <span class="keywordflow">return</span> vpmax_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00342"></a><span class="lineno">  342</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -21573,8 +21762,8 @@
 <dl class="section return"><dt>Returns</dt><dd>The result of the 16 bit fixed point vector pairwise min operation </dd></dl>
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00374">374</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
-<div class="fragment"><div class="line"><a name="l00375"></a><span class="lineno">  375</span>&#160;{</div><div class="line"><a name="l00376"></a><span class="lineno">  376</span>&#160;    <span class="keywordflow">return</span> vpmin_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00377"></a><span class="lineno">  377</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="fragment"><div class="line"><a name="l00375"></a><span class="lineno">  375</span>&#160;{</div><div class="line"><a name="l00376"></a><span class="lineno">  376</span>&#160;    <span class="keywordflow">return</span> vpmin_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00377"></a><span class="lineno">  377</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -21621,8 +21810,8 @@
 <dl class="section return"><dt>Returns</dt><dd>The result of the 8 bit fixed point vector pairwise min operation </dd></dl>
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00369">369</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
-<div class="fragment"><div class="line"><a name="l00370"></a><span class="lineno">  370</span>&#160;{</div><div class="line"><a name="l00371"></a><span class="lineno">  371</span>&#160;    <span class="keywordflow">return</span> vpmin_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00372"></a><span class="lineno">  372</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="fragment"><div class="line"><a name="l00370"></a><span class="lineno">  370</span>&#160;{</div><div class="line"><a name="l00371"></a><span class="lineno">  371</span>&#160;    <span class="keywordflow">return</span> vpmin_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00372"></a><span class="lineno">  372</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -21711,7 +21900,7 @@
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00309">309</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
 <p>Referenced by <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01468">vqexp_qs16()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00310"></a><span class="lineno">  310</span>&#160;{</div><div class="line"><a name="l00311"></a><span class="lineno">  311</span>&#160;    <span class="keywordflow">return</span> vqabs_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l00312"></a><span class="lineno">  312</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00310"></a><span class="lineno">  310</span>&#160;{</div><div class="line"><a name="l00311"></a><span class="lineno">  311</span>&#160;    <span class="keywordflow">return</span> vqabs_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l00312"></a><span class="lineno">  312</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -21749,7 +21938,7 @@
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00304">304</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
 <p>Referenced by <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01442">vqexp_qs8()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00305"></a><span class="lineno">  305</span>&#160;{</div><div class="line"><a name="l00306"></a><span class="lineno">  306</span>&#160;    <span class="keywordflow">return</span> vqabs_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l00307"></a><span class="lineno">  307</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00305"></a><span class="lineno">  305</span>&#160;{</div><div class="line"><a name="l00306"></a><span class="lineno">  306</span>&#160;    <span class="keywordflow">return</span> vqabs_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l00307"></a><span class="lineno">  307</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -21787,7 +21976,7 @@
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00319">319</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
 <p>Referenced by <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01520">vqexpq_qs16()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00320"></a><span class="lineno">  320</span>&#160;{</div><div class="line"><a name="l00321"></a><span class="lineno">  321</span>&#160;    <span class="keywordflow">return</span> vqabsq_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l00322"></a><span class="lineno">  322</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00320"></a><span class="lineno">  320</span>&#160;{</div><div class="line"><a name="l00321"></a><span class="lineno">  321</span>&#160;    <span class="keywordflow">return</span> vqabsq_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l00322"></a><span class="lineno">  322</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 </div><!-- fragment -->
 </div>
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@@ -21825,7 +22014,7 @@
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00314">314</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
 <p>Referenced by <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01494">vqexpq_qs8()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00315"></a><span class="lineno">  315</span>&#160;{</div><div class="line"><a name="l00316"></a><span class="lineno">  316</span>&#160;    <span class="keywordflow">return</span> vqabsq_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l00317"></a><span class="lineno">  317</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00315"></a><span class="lineno">  315</span>&#160;{</div><div class="line"><a name="l00316"></a><span class="lineno">  316</span>&#160;    <span class="keywordflow">return</span> vqabsq_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l00317"></a><span class="lineno">  317</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
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 </div>
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@@ -21874,8 +22063,8 @@
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00409">409</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
 <p>Referenced by <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01939">vqtanh_qs16()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00410"></a><span class="lineno">  410</span>&#160;{</div><div class="line"><a name="l00411"></a><span class="lineno">  411</span>&#160;    <span class="keywordflow">return</span> vqadd_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00412"></a><span class="lineno">  412</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="fragment"><div class="line"><a name="l00410"></a><span class="lineno">  410</span>&#160;{</div><div class="line"><a name="l00411"></a><span class="lineno">  411</span>&#160;    <span class="keywordflow">return</span> vqadd_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00412"></a><span class="lineno">  412</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
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 </div>
 </div>
@@ -21912,8 +22101,8 @@
 </div><div class="memdoc">
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00414">414</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
-<div class="fragment"><div class="line"><a name="l00415"></a><span class="lineno">  415</span>&#160;{</div><div class="line"><a name="l00416"></a><span class="lineno">  416</span>&#160;    <span class="keywordflow">return</span> vqadd_s32(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00417"></a><span class="lineno">  417</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="fragment"><div class="line"><a name="l00415"></a><span class="lineno">  415</span>&#160;{</div><div class="line"><a name="l00416"></a><span class="lineno">  416</span>&#160;    <span class="keywordflow">return</span> vqadd_s32(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00417"></a><span class="lineno">  417</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -21962,8 +22151,8 @@
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00404">404</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
 <p>Referenced by <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01926">vqtanh_qs8()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00405"></a><span class="lineno">  405</span>&#160;{</div><div class="line"><a name="l00406"></a><span class="lineno">  406</span>&#160;    <span class="keywordflow">return</span> vqadd_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00407"></a><span class="lineno">  407</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="fragment"><div class="line"><a name="l00405"></a><span class="lineno">  405</span>&#160;{</div><div class="line"><a name="l00406"></a><span class="lineno">  406</span>&#160;    <span class="keywordflow">return</span> vqadd_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00407"></a><span class="lineno">  407</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -22012,8 +22201,8 @@
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00424">424</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
 <p>Referenced by <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01965">vqtanhq_qs16()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00425"></a><span class="lineno">  425</span>&#160;{</div><div class="line"><a name="l00426"></a><span class="lineno">  426</span>&#160;    <span class="keywordflow">return</span> vqaddq_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00427"></a><span class="lineno">  427</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="fragment"><div class="line"><a name="l00425"></a><span class="lineno">  425</span>&#160;{</div><div class="line"><a name="l00426"></a><span class="lineno">  426</span>&#160;    <span class="keywordflow">return</span> vqaddq_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00427"></a><span class="lineno">  427</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -22050,8 +22239,8 @@
 </div><div class="memdoc">
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00429">429</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
-<div class="fragment"><div class="line"><a name="l00430"></a><span class="lineno">  430</span>&#160;{</div><div class="line"><a name="l00431"></a><span class="lineno">  431</span>&#160;    <span class="keywordflow">return</span> vqaddq_s32(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00432"></a><span class="lineno">  432</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="fragment"><div class="line"><a name="l00430"></a><span class="lineno">  430</span>&#160;{</div><div class="line"><a name="l00431"></a><span class="lineno">  431</span>&#160;    <span class="keywordflow">return</span> vqaddq_s32(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00432"></a><span class="lineno">  432</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
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@@ -22100,8 +22289,8 @@
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00419">419</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
 <p>Referenced by <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01952">vqtanhq_qs8()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00420"></a><span class="lineno">  420</span>&#160;{</div><div class="line"><a name="l00421"></a><span class="lineno">  421</span>&#160;    <span class="keywordflow">return</span> vqaddq_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00422"></a><span class="lineno">  422</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="fragment"><div class="line"><a name="l00420"></a><span class="lineno">  420</span>&#160;{</div><div class="line"><a name="l00421"></a><span class="lineno">  421</span>&#160;    <span class="keywordflow">return</span> vqaddq_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00422"></a><span class="lineno">  422</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
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@@ -22148,7 +22337,7 @@
 <dl class="section return"><dt>Returns</dt><dd>The result of the conversion float -&gt; 16 bit fixed point. The result is saturated in case of overflow </dd></dl>
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00896">896</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
-<div class="fragment"><div class="line"><a name="l00897"></a><span class="lineno">  897</span>&#160;{</div><div class="line"><a name="l00898"></a><span class="lineno">  898</span>&#160;    <span class="keyword">const</span> float32x4_t pow2 = vdupq_n_f32(static_cast&lt;float&gt;(1 &lt;&lt; fixed_point_position));</div><div class="line"><a name="l00899"></a><span class="lineno">  899</span>&#160;</div><div class="line"><a name="l00900"></a><span class="lineno">  900</span>&#160;    float32x4_t res_f32 = vbslq_f32(vcgeq_f32(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, vdupq_n_f32(0)), vdupq_n_f32(0.5f), vdupq_n_f32(-0.5f));</div><div class="line"><a name="l00901"></a><span class="lineno">  901</span>&#160;</div><div class="line"><a name="l00902"></a><span class="lineno">  902</span>&#160;    res_f32 = vmlaq_f32(res_f32, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, pow2);</div><div class="line"><a name="l00903"></a><span class="lineno">  903</span>&#160;</div><div class="line"><a name="l00904"></a><span class="lineno">  904</span>&#160;    <span class="keyword">const</span> int32x4_t res_s32 = vcvtq_s32_f32(res_f32);</div><div class="line"><a name="l00905"></a><span class="lineno">  905</span>&#160;</div><div class="line"><a name="l00906"></a><span class="lineno">  906</span>&#160;    <span class="keywordflow">return</span> vqmovn_s32(res_s32);</div><div class="line"><a name="l00907"></a><span class="lineno">  907</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00897"></a><span class="lineno">  897</span>&#160;{</div><div class="line"><a name="l00898"></a><span class="lineno">  898</span>&#160;    <span class="keyword">const</span> float32x4_t pow2 = vdupq_n_f32(static_cast&lt;float&gt;(1 &lt;&lt; fixed_point_position));</div><div class="line"><a name="l00899"></a><span class="lineno">  899</span>&#160;</div><div class="line"><a name="l00900"></a><span class="lineno">  900</span>&#160;    float32x4_t res_f32 = vbslq_f32(vcgeq_f32(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, vdupq_n_f32(0)), vdupq_n_f32(0.5f), vdupq_n_f32(-0.5f));</div><div class="line"><a name="l00901"></a><span class="lineno">  901</span>&#160;</div><div class="line"><a name="l00902"></a><span class="lineno">  902</span>&#160;    res_f32 = vmlaq_f32(res_f32, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, pow2);</div><div class="line"><a name="l00903"></a><span class="lineno">  903</span>&#160;</div><div class="line"><a name="l00904"></a><span class="lineno">  904</span>&#160;    <span class="keyword">const</span> int32x4_t res_s32 = vcvtq_s32_f32(res_f32);</div><div class="line"><a name="l00905"></a><span class="lineno">  905</span>&#160;</div><div class="line"><a name="l00906"></a><span class="lineno">  906</span>&#160;    <span class="keywordflow">return</span> vqmovn_s32(res_s32);</div><div class="line"><a name="l00907"></a><span class="lineno">  907</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
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@@ -22221,7 +22410,7 @@
 </div><div class="memdoc">
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00868">868</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
-<div class="fragment"><div class="line"><a name="l00869"></a><span class="lineno">  869</span>&#160;{</div><div class="line"><a name="l00870"></a><span class="lineno">  870</span>&#160;    <span class="keyword">const</span> float32x4_t pow2 = vdupq_n_f32(static_cast&lt;float&gt;(1 &lt;&lt; fixed_point_position));</div><div class="line"><a name="l00871"></a><span class="lineno">  871</span>&#160;</div><div class="line"><a name="l00872"></a><span class="lineno">  872</span>&#160;    float32x4x2_t res_f32 =</div><div class="line"><a name="l00873"></a><span class="lineno">  873</span>&#160;    {</div><div class="line"><a name="l00874"></a><span class="lineno">  874</span>&#160;        {</div><div class="line"><a name="l00875"></a><span class="lineno">  875</span>&#160;            vbslq_f32(vcgeq_f32(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>.val[0], vdupq_n_f32(0)), vdupq_n_f32(0.5f), vdupq_n_f32(-0.5f)),</div><div class="line"><a name="l00876"></a><span class="lineno">  876</span>&#160;            vbslq_f32(vcgeq_f32(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>.val[1], vdupq_n_f32(0)), vdupq_n_f32(0.5f), vdupq_n_f32(-0.5f))</div><div class="line"><a name="l00877"></a><span class="lineno">  877</span>&#160;        }</div><div class="line"><a name="l00878"></a><span class="lineno">  878</span>&#160;    };</div><div class="line"><a name="l00879"></a><span class="lineno">  879</span>&#160;</div><div class="line"><a name="l00880"></a><span class="lineno">  880</span>&#160;    res_f32.val[0] = vmlaq_f32(res_f32.val[0], <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>.val[0], pow2);</div><div class="line"><a name="l00881"></a><span class="lineno">  881</span>&#160;    res_f32.val[1] = vmlaq_f32(res_f32.val[1], <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>.val[1], pow2);</div><div class="line"><a name="l00882"></a><span class="lineno">  882</span>&#160;</div><div class="line"><a name="l00883"></a><span class="lineno">  883</span>&#160;    <span class="keyword">const</span> int32x4x2_t res_s32 =</div><div class="line"><a name="l00884"></a><span class="lineno">  884</span>&#160;    {</div><div class="line"><a name="l00885"></a><span class="lineno">  885</span>&#160;        {</div><div class="line"><a name="l00886"></a><span class="lineno">  886</span>&#160;            vcvtq_s32_f32(res_f32.val[0]),</div><div class="line"><a name="l00887"></a><span class="lineno">  887</span>&#160;            vcvtq_s32_f32(res_f32.val[1]),</div><div class="line"><a name="l00888"></a><span class="lineno">  888</span>&#160;        }</div><div class="line"><a name="l00889"></a><span class="lineno">  889</span>&#160;    };</div><div class="line"><a name="l00890"></a><span class="lineno">  890</span>&#160;</div><div class="line"><a name="l00891"></a><span class="lineno">  891</span>&#160;    <span class="keyword">const</span> int16x8_t res_s16 = vcombine_s16(vqmovn_s32(res_s32.val[0]), vqmovn_s32(res_s32.val[1]));</div><div class="line"><a name="l00892"></a><span class="lineno">  892</span>&#160;</div><div class="line"><a name="l00893"></a><span class="lineno">  893</span>&#160;    <span class="keywordflow">return</span> vqmovn_s16(res_s16);</div><div class="line"><a name="l00894"></a><span class="lineno">  894</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00869"></a><span class="lineno">  869</span>&#160;{</div><div class="line"><a name="l00870"></a><span class="lineno">  870</span>&#160;    <span class="keyword">const</span> float32x4_t pow2 = vdupq_n_f32(static_cast&lt;float&gt;(1 &lt;&lt; fixed_point_position));</div><div class="line"><a name="l00871"></a><span class="lineno">  871</span>&#160;</div><div class="line"><a name="l00872"></a><span class="lineno">  872</span>&#160;    float32x4x2_t res_f32 =</div><div class="line"><a name="l00873"></a><span class="lineno">  873</span>&#160;    {</div><div class="line"><a name="l00874"></a><span class="lineno">  874</span>&#160;        {</div><div class="line"><a name="l00875"></a><span class="lineno">  875</span>&#160;            vbslq_f32(vcgeq_f32(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>.val[0], vdupq_n_f32(0)), vdupq_n_f32(0.5f), vdupq_n_f32(-0.5f)),</div><div class="line"><a name="l00876"></a><span class="lineno">  876</span>&#160;            vbslq_f32(vcgeq_f32(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>.val[1], vdupq_n_f32(0)), vdupq_n_f32(0.5f), vdupq_n_f32(-0.5f))</div><div class="line"><a name="l00877"></a><span class="lineno">  877</span>&#160;        }</div><div class="line"><a name="l00878"></a><span class="lineno">  878</span>&#160;    };</div><div class="line"><a name="l00879"></a><span class="lineno">  879</span>&#160;</div><div class="line"><a name="l00880"></a><span class="lineno">  880</span>&#160;    res_f32.val[0] = vmlaq_f32(res_f32.val[0], <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>.val[0], pow2);</div><div class="line"><a name="l00881"></a><span class="lineno">  881</span>&#160;    res_f32.val[1] = vmlaq_f32(res_f32.val[1], <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>.val[1], pow2);</div><div class="line"><a name="l00882"></a><span class="lineno">  882</span>&#160;</div><div class="line"><a name="l00883"></a><span class="lineno">  883</span>&#160;    <span class="keyword">const</span> int32x4x2_t res_s32 =</div><div class="line"><a name="l00884"></a><span class="lineno">  884</span>&#160;    {</div><div class="line"><a name="l00885"></a><span class="lineno">  885</span>&#160;        {</div><div class="line"><a name="l00886"></a><span class="lineno">  886</span>&#160;            vcvtq_s32_f32(res_f32.val[0]),</div><div class="line"><a name="l00887"></a><span class="lineno">  887</span>&#160;            vcvtq_s32_f32(res_f32.val[1]),</div><div class="line"><a name="l00888"></a><span class="lineno">  888</span>&#160;        }</div><div class="line"><a name="l00889"></a><span class="lineno">  889</span>&#160;    };</div><div class="line"><a name="l00890"></a><span class="lineno">  890</span>&#160;</div><div class="line"><a name="l00891"></a><span class="lineno">  891</span>&#160;    <span class="keyword">const</span> int16x8_t res_s16 = vcombine_s16(vqmovn_s32(res_s32.val[0]), vqmovn_s32(res_s32.val[1]));</div><div class="line"><a name="l00892"></a><span class="lineno">  892</span>&#160;</div><div class="line"><a name="l00893"></a><span class="lineno">  893</span>&#160;    <span class="keywordflow">return</span> vqmovn_s16(res_s16);</div><div class="line"><a name="l00894"></a><span class="lineno">  894</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
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@@ -22270,7 +22459,7 @@
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00949">949</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
 <p>Referenced by <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00262">vdupq_n_qs16_f32()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00950"></a><span class="lineno">  950</span>&#160;{</div><div class="line"><a name="l00951"></a><span class="lineno">  951</span>&#160;    <span class="keyword">const</span> float32x4_t pow2 = vdupq_n_f32(static_cast&lt;float&gt;(1 &lt;&lt; fixed_point_position));</div><div class="line"><a name="l00952"></a><span class="lineno">  952</span>&#160;</div><div class="line"><a name="l00953"></a><span class="lineno">  953</span>&#160;    float32x4x2_t res_f32 =</div><div class="line"><a name="l00954"></a><span class="lineno">  954</span>&#160;    {</div><div class="line"><a name="l00955"></a><span class="lineno">  955</span>&#160;        {</div><div class="line"><a name="l00956"></a><span class="lineno">  956</span>&#160;            vbslq_f32(vcgeq_f32(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>.val[0], vdupq_n_f32(0)), vdupq_n_f32(0.5f), vdupq_n_f32(-0.5f)),</div><div class="line"><a name="l00957"></a><span class="lineno">  957</span>&#160;            vbslq_f32(vcgeq_f32(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>.val[1], vdupq_n_f32(0)), vdupq_n_f32(0.5f), vdupq_n_f32(-0.5f))</div><div class="line"><a name="l00958"></a><span class="lineno">  958</span>&#160;        }</div><div class="line"><a name="l00959"></a><span class="lineno">  959</span>&#160;    };</div><div class="line"><a name="l00960"></a><span class="lineno">  960</span>&#160;</div><div class="line"><a name="l00961"></a><span class="lineno">  961</span>&#160;    res_f32.val[0] = vmlaq_f32(res_f32.val[0], <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>.val[0], pow2);</div><div class="line"><a name="l00962"></a><span class="lineno">  962</span>&#160;    res_f32.val[1] = vmlaq_f32(res_f32.val[1], <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>.val[1], pow2);</div><div class="line"><a name="l00963"></a><span class="lineno">  963</span>&#160;</div><div class="line"><a name="l00964"></a><span class="lineno">  964</span>&#160;    <span class="keyword">const</span> int32x4x2_t res_s32 =</div><div class="line"><a name="l00965"></a><span class="lineno">  965</span>&#160;    {</div><div class="line"><a name="l00966"></a><span class="lineno">  966</span>&#160;        {</div><div class="line"><a name="l00967"></a><span class="lineno">  967</span>&#160;            vcvtq_s32_f32(res_f32.val[0]),</div><div class="line"><a name="l00968"></a><span class="lineno">  968</span>&#160;            vcvtq_s32_f32(res_f32.val[1])</div><div class="line"><a name="l00969"></a><span class="lineno">  969</span>&#160;        }</div><div class="line"><a name="l00970"></a><span class="lineno">  970</span>&#160;    };</div><div class="line"><a name="l00971"></a><span class="lineno">  971</span>&#160;</div><div class="line"><a name="l00972"></a><span class="lineno">  972</span>&#160;    <span class="keywordflow">return</span> vcombine_s16(vqmovn_s32(res_s32.val[0]), vqmovn_s32(res_s32.val[1]));</div><div class="line"><a name="l00973"></a><span class="lineno">  973</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00950"></a><span class="lineno">  950</span>&#160;{</div><div class="line"><a name="l00951"></a><span class="lineno">  951</span>&#160;    <span class="keyword">const</span> float32x4_t pow2 = vdupq_n_f32(static_cast&lt;float&gt;(1 &lt;&lt; fixed_point_position));</div><div class="line"><a name="l00952"></a><span class="lineno">  952</span>&#160;</div><div class="line"><a name="l00953"></a><span class="lineno">  953</span>&#160;    float32x4x2_t res_f32 =</div><div class="line"><a name="l00954"></a><span class="lineno">  954</span>&#160;    {</div><div class="line"><a name="l00955"></a><span class="lineno">  955</span>&#160;        {</div><div class="line"><a name="l00956"></a><span class="lineno">  956</span>&#160;            vbslq_f32(vcgeq_f32(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>.val[0], vdupq_n_f32(0)), vdupq_n_f32(0.5f), vdupq_n_f32(-0.5f)),</div><div class="line"><a name="l00957"></a><span class="lineno">  957</span>&#160;            vbslq_f32(vcgeq_f32(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>.val[1], vdupq_n_f32(0)), vdupq_n_f32(0.5f), vdupq_n_f32(-0.5f))</div><div class="line"><a name="l00958"></a><span class="lineno">  958</span>&#160;        }</div><div class="line"><a name="l00959"></a><span class="lineno">  959</span>&#160;    };</div><div class="line"><a name="l00960"></a><span class="lineno">  960</span>&#160;</div><div class="line"><a name="l00961"></a><span class="lineno">  961</span>&#160;    res_f32.val[0] = vmlaq_f32(res_f32.val[0], <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>.val[0], pow2);</div><div class="line"><a name="l00962"></a><span class="lineno">  962</span>&#160;    res_f32.val[1] = vmlaq_f32(res_f32.val[1], <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>.val[1], pow2);</div><div class="line"><a name="l00963"></a><span class="lineno">  963</span>&#160;</div><div class="line"><a name="l00964"></a><span class="lineno">  964</span>&#160;    <span class="keyword">const</span> int32x4x2_t res_s32 =</div><div class="line"><a name="l00965"></a><span class="lineno">  965</span>&#160;    {</div><div class="line"><a name="l00966"></a><span class="lineno">  966</span>&#160;        {</div><div class="line"><a name="l00967"></a><span class="lineno">  967</span>&#160;            vcvtq_s32_f32(res_f32.val[0]),</div><div class="line"><a name="l00968"></a><span class="lineno">  968</span>&#160;            vcvtq_s32_f32(res_f32.val[1])</div><div class="line"><a name="l00969"></a><span class="lineno">  969</span>&#160;        }</div><div class="line"><a name="l00970"></a><span class="lineno">  970</span>&#160;    };</div><div class="line"><a name="l00971"></a><span class="lineno">  971</span>&#160;</div><div class="line"><a name="l00972"></a><span class="lineno">  972</span>&#160;    <span class="keywordflow">return</span> vcombine_s16(vqmovn_s32(res_s32.val[0]), vqmovn_s32(res_s32.val[1]));</div><div class="line"><a name="l00973"></a><span class="lineno">  973</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -22319,7 +22508,7 @@
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00909">909</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
 <p>Referenced by <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00248">vdupq_n_qs8_f32()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00910"></a><span class="lineno">  910</span>&#160;{</div><div class="line"><a name="l00911"></a><span class="lineno">  911</span>&#160;    <span class="keyword">const</span> float32x4_t pow2 = vdupq_n_f32(static_cast&lt;float&gt;(1 &lt;&lt; fixed_point_position));</div><div class="line"><a name="l00912"></a><span class="lineno">  912</span>&#160;</div><div class="line"><a name="l00913"></a><span class="lineno">  913</span>&#160;    float32x4x4_t res_f32 =</div><div class="line"><a name="l00914"></a><span class="lineno">  914</span>&#160;    {</div><div class="line"><a name="l00915"></a><span class="lineno">  915</span>&#160;        {</div><div class="line"><a name="l00916"></a><span class="lineno">  916</span>&#160;            vbslq_f32(vcgeq_f32(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>.val[0], vdupq_n_f32(0)), vdupq_n_f32(0.5f), vdupq_n_f32(-0.5f)),</div><div class="line"><a name="l00917"></a><span class="lineno">  917</span>&#160;            vbslq_f32(vcgeq_f32(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>.val[1], vdupq_n_f32(0)), vdupq_n_f32(0.5f), vdupq_n_f32(-0.5f)),</div><div class="line"><a name="l00918"></a><span class="lineno">  918</span>&#160;            vbslq_f32(vcgeq_f32(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>.val[2], vdupq_n_f32(0)), vdupq_n_f32(0.5f), vdupq_n_f32(-0.5f)),</div><div class="line"><a name="l00919"></a><span class="lineno">  919</span>&#160;            vbslq_f32(vcgeq_f32(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>.val[3], vdupq_n_f32(0)), vdupq_n_f32(0.5f), vdupq_n_f32(-0.5f))</div><div class="line"><a name="l00920"></a><span class="lineno">  920</span>&#160;        }</div><div class="line"><a name="l00921"></a><span class="lineno">  921</span>&#160;    };</div><div class="line"><a name="l00922"></a><span class="lineno">  922</span>&#160;</div><div class="line"><a name="l00923"></a><span class="lineno">  923</span>&#160;    res_f32.val[0] = vmlaq_f32(res_f32.val[0], <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>.val[0], pow2);</div><div class="line"><a name="l00924"></a><span class="lineno">  924</span>&#160;    res_f32.val[1] = vmlaq_f32(res_f32.val[1], <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>.val[1], pow2);</div><div class="line"><a name="l00925"></a><span class="lineno">  925</span>&#160;    res_f32.val[2] = vmlaq_f32(res_f32.val[2], <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>.val[2], pow2);</div><div class="line"><a name="l00926"></a><span class="lineno">  926</span>&#160;    res_f32.val[3] = vmlaq_f32(res_f32.val[3], <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>.val[3], pow2);</div><div class="line"><a name="l00927"></a><span class="lineno">  927</span>&#160;</div><div class="line"><a name="l00928"></a><span class="lineno">  928</span>&#160;    <span class="keyword">const</span> int32x4x4_t res_s32 =</div><div class="line"><a name="l00929"></a><span class="lineno">  929</span>&#160;    {</div><div class="line"><a name="l00930"></a><span class="lineno">  930</span>&#160;        {</div><div class="line"><a name="l00931"></a><span class="lineno">  931</span>&#160;            vcvtq_s32_f32(res_f32.val[0]),</div><div class="line"><a name="l00932"></a><span class="lineno">  932</span>&#160;            vcvtq_s32_f32(res_f32.val[1]),</div><div class="line"><a name="l00933"></a><span class="lineno">  933</span>&#160;            vcvtq_s32_f32(res_f32.val[2]),</div><div class="line"><a name="l00934"></a><span class="lineno">  934</span>&#160;            vcvtq_s32_f32(res_f32.val[3]),</div><div class="line"><a name="l00935"></a><span class="lineno">  935</span>&#160;        }</div><div class="line"><a name="l00936"></a><span class="lineno">  936</span>&#160;    };</div><div class="line"><a name="l00937"></a><span class="lineno">  937</span>&#160;</div><div class="line"><a name="l00938"></a><span class="lineno">  938</span>&#160;    <span class="keyword">const</span> int16x8x2_t res_s16 =</div><div class="line"><a name="l00939"></a><span class="lineno">  939</span>&#160;    {</div><div class="line"><a name="l00940"></a><span class="lineno">  940</span>&#160;        {</div><div class="line"><a name="l00941"></a><span class="lineno">  941</span>&#160;            vcombine_s16(vqmovn_s32(res_s32.val[0]), vqmovn_s32(res_s32.val[1])),</div><div class="line"><a name="l00942"></a><span class="lineno">  942</span>&#160;            vcombine_s16(vqmovn_s32(res_s32.val[2]), vqmovn_s32(res_s32.val[3])),</div><div class="line"><a name="l00943"></a><span class="lineno">  943</span>&#160;        }</div><div class="line"><a name="l00944"></a><span class="lineno">  944</span>&#160;    };</div><div class="line"><a name="l00945"></a><span class="lineno">  945</span>&#160;</div><div class="line"><a name="l00946"></a><span class="lineno">  946</span>&#160;    <span class="keywordflow">return</span> vcombine_s8(vqmovn_s16(res_s16.val[0]), vqmovn_s16(res_s16.val[1]));</div><div class="line"><a name="l00947"></a><span class="lineno">  947</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00910"></a><span class="lineno">  910</span>&#160;{</div><div class="line"><a name="l00911"></a><span class="lineno">  911</span>&#160;    <span class="keyword">const</span> float32x4_t pow2 = vdupq_n_f32(static_cast&lt;float&gt;(1 &lt;&lt; fixed_point_position));</div><div class="line"><a name="l00912"></a><span class="lineno">  912</span>&#160;</div><div class="line"><a name="l00913"></a><span class="lineno">  913</span>&#160;    float32x4x4_t res_f32 =</div><div class="line"><a name="l00914"></a><span class="lineno">  914</span>&#160;    {</div><div class="line"><a name="l00915"></a><span class="lineno">  915</span>&#160;        {</div><div class="line"><a name="l00916"></a><span class="lineno">  916</span>&#160;            vbslq_f32(vcgeq_f32(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>.val[0], vdupq_n_f32(0)), vdupq_n_f32(0.5f), vdupq_n_f32(-0.5f)),</div><div class="line"><a name="l00917"></a><span class="lineno">  917</span>&#160;            vbslq_f32(vcgeq_f32(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>.val[1], vdupq_n_f32(0)), vdupq_n_f32(0.5f), vdupq_n_f32(-0.5f)),</div><div class="line"><a name="l00918"></a><span class="lineno">  918</span>&#160;            vbslq_f32(vcgeq_f32(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>.val[2], vdupq_n_f32(0)), vdupq_n_f32(0.5f), vdupq_n_f32(-0.5f)),</div><div class="line"><a name="l00919"></a><span class="lineno">  919</span>&#160;            vbslq_f32(vcgeq_f32(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>.val[3], vdupq_n_f32(0)), vdupq_n_f32(0.5f), vdupq_n_f32(-0.5f))</div><div class="line"><a name="l00920"></a><span class="lineno">  920</span>&#160;        }</div><div class="line"><a name="l00921"></a><span class="lineno">  921</span>&#160;    };</div><div class="line"><a name="l00922"></a><span class="lineno">  922</span>&#160;</div><div class="line"><a name="l00923"></a><span class="lineno">  923</span>&#160;    res_f32.val[0] = vmlaq_f32(res_f32.val[0], <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>.val[0], pow2);</div><div class="line"><a name="l00924"></a><span class="lineno">  924</span>&#160;    res_f32.val[1] = vmlaq_f32(res_f32.val[1], <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>.val[1], pow2);</div><div class="line"><a name="l00925"></a><span class="lineno">  925</span>&#160;    res_f32.val[2] = vmlaq_f32(res_f32.val[2], <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>.val[2], pow2);</div><div class="line"><a name="l00926"></a><span class="lineno">  926</span>&#160;    res_f32.val[3] = vmlaq_f32(res_f32.val[3], <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>.val[3], pow2);</div><div class="line"><a name="l00927"></a><span class="lineno">  927</span>&#160;</div><div class="line"><a name="l00928"></a><span class="lineno">  928</span>&#160;    <span class="keyword">const</span> int32x4x4_t res_s32 =</div><div class="line"><a name="l00929"></a><span class="lineno">  929</span>&#160;    {</div><div class="line"><a name="l00930"></a><span class="lineno">  930</span>&#160;        {</div><div class="line"><a name="l00931"></a><span class="lineno">  931</span>&#160;            vcvtq_s32_f32(res_f32.val[0]),</div><div class="line"><a name="l00932"></a><span class="lineno">  932</span>&#160;            vcvtq_s32_f32(res_f32.val[1]),</div><div class="line"><a name="l00933"></a><span class="lineno">  933</span>&#160;            vcvtq_s32_f32(res_f32.val[2]),</div><div class="line"><a name="l00934"></a><span class="lineno">  934</span>&#160;            vcvtq_s32_f32(res_f32.val[3]),</div><div class="line"><a name="l00935"></a><span class="lineno">  935</span>&#160;        }</div><div class="line"><a name="l00936"></a><span class="lineno">  936</span>&#160;    };</div><div class="line"><a name="l00937"></a><span class="lineno">  937</span>&#160;</div><div class="line"><a name="l00938"></a><span class="lineno">  938</span>&#160;    <span class="keyword">const</span> int16x8x2_t res_s16 =</div><div class="line"><a name="l00939"></a><span class="lineno">  939</span>&#160;    {</div><div class="line"><a name="l00940"></a><span class="lineno">  940</span>&#160;        {</div><div class="line"><a name="l00941"></a><span class="lineno">  941</span>&#160;            vcombine_s16(vqmovn_s32(res_s32.val[0]), vqmovn_s32(res_s32.val[1])),</div><div class="line"><a name="l00942"></a><span class="lineno">  942</span>&#160;            vcombine_s16(vqmovn_s32(res_s32.val[2]), vqmovn_s32(res_s32.val[3])),</div><div class="line"><a name="l00943"></a><span class="lineno">  943</span>&#160;        }</div><div class="line"><a name="l00944"></a><span class="lineno">  944</span>&#160;    };</div><div class="line"><a name="l00945"></a><span class="lineno">  945</span>&#160;</div><div class="line"><a name="l00946"></a><span class="lineno">  946</span>&#160;    <span class="keywordflow">return</span> vcombine_s8(vqmovn_s16(res_s16.val[0]), vqmovn_s16(res_s16.val[1]));</div><div class="line"><a name="l00947"></a><span class="lineno">  947</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
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 </div>
 </div>
@@ -22367,13 +22556,13 @@
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01468">1468</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
-<p>References <a class="el" href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00109">arm_compute::test::validation::alpha</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00309">vqabs_qs16()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00570">vqmul_qs16()</a>.</p>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00112">arm_compute::test::validation::alpha</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00309">vqabs_qs16()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00570">vqmul_qs16()</a>.</p>
 
 <p>Referenced by <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01939">vqtanh_qs16()</a>.</p>
 <div class="fragment"><div class="line"><a name="l01469"></a><span class="lineno"> 1469</span>&#160;{</div><div class="line"><a name="l01470"></a><span class="lineno"> 1470</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> shift_value   = vdup_n_s16(fixed_point_position - 15);</div><div class="line"><a name="l01471"></a><span class="lineno"> 1471</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> const_one     = vdup_n_s16(1 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01472"></a><span class="lineno"> 1472</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> const_ln2     = vqrshl_s16(vdup_n_s16(0x58B9), shift_value);                      <span class="comment">// ln(2)</span></div><div class="line"><a name="l01473"></a><span class="lineno"> 1473</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> const_inv_ln2 = vorr_s16(vqrshl_s16(vdup_n_s16(0x38AA), shift_value), const_one); <span class="comment">// 1/ln(2)</span></div><div class="line"><a name="l01474"></a><span class="lineno"> 1474</span>&#160;</div><div class="line"><a name="l01475"></a><span class="lineno"> 1475</span>&#160;    <span class="comment">// Perform range reduction [-log(2),log(2)]</span></div><div class="line"><a name="l01476"></a><span class="lineno"> 1476</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> m = <a class="code" href="namespacearm__compute.xhtml#aec34399f16d824f79571abe464556466">vqmul_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, const_inv_ln2, fixed_point_position); <span class="comment">// x / ln(2)</span></div><div class="line"><a name="l01477"></a><span class="lineno"> 1477</span>&#160;</div><div class="line"><a name="l01478"></a><span class="lineno"> 1478</span>&#160;    <span class="comment">// get decimal part from m</span></div><div class="line"><a name="l01479"></a><span class="lineno"> 1479</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> dec_m = vqshl_s16(m, vdup_n_s16(-fixed_point_position));</div><div class="line"><a name="l01480"></a><span class="lineno"> 1480</span>&#160;</div><div class="line"><a name="l01481"></a><span class="lineno"> 1481</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">alpha</a> = <a class="code" href="namespacearm__compute.xhtml#aec34399f16d824f79571abe464556466">vqmul_qs16</a>(vqshl_s16(dec_m, vdup_n_s16(fixed_point_position)), const_ln2, fixed_point_position);</div><div class="line"><a name="l01482"></a><span class="lineno"> 1482</span>&#160;    alpha            = <a class="code" href="namespacearm__compute.xhtml#a7c97511a35de87be34f48b4ab4b3c222">vqabs_qs16</a>(vqsub_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, alpha));</div><div class="line"><a name="l01483"></a><span class="lineno"> 1483</span>&#160;</div><div class="line"><a name="l01484"></a><span class="lineno"> 1484</span>&#160;    <span class="comment">// Polynomial Approximation</span></div><div class="line"><a name="l01485"></a><span class="lineno"> 1485</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> poly = vqtaylor_poly_qs16&lt;false&gt;(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">alpha</a>, fixed_point_position);</div><div class="line"><a name="l01486"></a><span class="lineno"> 1486</span>&#160;    poly            = vqadd_s16(poly, const_one);</div><div class="line"><a name="l01487"></a><span class="lineno"> 1487</span>&#160;</div><div class="line"><a name="l01488"></a><span class="lineno"> 1488</span>&#160;    <span class="comment">// Reconstruct</span></div><div class="line"><a name="l01489"></a><span class="lineno"> 1489</span>&#160;    poly = vqshl_s16(poly, dec_m);</div><div class="line"><a name="l01490"></a><span class="lineno"> 1490</span>&#160;</div><div class="line"><a name="l01491"></a><span class="lineno"> 1491</span>&#160;    <span class="keywordflow">return</span> poly;</div><div class="line"><a name="l01492"></a><span class="lineno"> 1492</span>&#160;}</div><div class="ttc" id="namespacearm__compute_xhtml_aec34399f16d824f79571abe464556466"><div class="ttname"><a href="namespacearm__compute.xhtml#aec34399f16d824f79571abe464556466">arm_compute::vqmul_qs16</a></div><div class="ttdeci">qint16x4_t vqmul_qs16(qint16x4_t a, qint16x4_t b, int fixed_point_position)</div><div class="ttdoc">16 bit fixed point vector saturating multiply (4 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00570">NEFixedPoint.inl:570</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a7c97511a35de87be34f48b4ab4b3c222"><div class="ttname"><a href="namespacearm__compute.xhtml#a7c97511a35de87be34f48b4ab4b3c222">arm_compute::vqabs_qs16</a></div><div class="ttdeci">qint16x4_t vqabs_qs16(qint16x4_t a)</div><div class="ttdoc">Saturating absolute value of 16 bit fixed point vector (4 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00309">NEFixedPoint.inl:309</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a62197192f0fbf4e0675eb37be1c4c175"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">arm_compute::test::validation::alpha</a></div><div class="ttdeci">alpha</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00109">GEMM.cpp:109</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a62197192f0fbf4e0675eb37be1c4c175"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">arm_compute::test::validation::alpha</a></div><div class="ttdeci">alpha</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00112">GEMM.cpp:112</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a82c56f0856f56d430393e6a00baee983"><div class="ttname"><a href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">arm_compute::qint16x4_t</a></div><div class="ttdeci">int16x4_t qint16x4_t</div><div class="ttdoc">16 bit fixed point vector with 4 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00041">NEFixedPoint.h:41</a></div></div>
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@@ -22422,14 +22611,14 @@
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01442">1442</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
-<p>References <a class="el" href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00109">arm_compute::test::validation::alpha</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00304">vqabs_qs8()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00553">vqmul_qs8()</a>.</p>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00112">arm_compute::test::validation::alpha</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00304">vqabs_qs8()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00553">vqmul_qs8()</a>.</p>
 
 <p>Referenced by <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01926">vqtanh_qs8()</a>.</p>
 <div class="fragment"><div class="line"><a name="l01443"></a><span class="lineno"> 1443</span>&#160;{</div><div class="line"><a name="l01444"></a><span class="lineno"> 1444</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> shift_value   = vdup_n_s8(fixed_point_position - 7);</div><div class="line"><a name="l01445"></a><span class="lineno"> 1445</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> const_one     = vdup_n_s8(1 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01446"></a><span class="lineno"> 1446</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> const_ln2     = vqrshl_s8(vdup_n_s8(0x58), shift_value);                     <span class="comment">// ln(2)</span></div><div class="line"><a name="l01447"></a><span class="lineno"> 1447</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> const_inv_ln2 = vorr_s8(vqrshl_s8(vdup_n_s8(0x38), shift_value), const_one); <span class="comment">// 1/ln(2)</span></div><div class="line"><a name="l01448"></a><span class="lineno"> 1448</span>&#160;</div><div class="line"><a name="l01449"></a><span class="lineno"> 1449</span>&#160;    <span class="comment">// Perform range reduction [-log(2),log(2)]</span></div><div class="line"><a name="l01450"></a><span class="lineno"> 1450</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> m = <a class="code" href="namespacearm__compute.xhtml#a746205173d1a1f3955fa0c26b5be3b10">vqmul_qs8</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, const_inv_ln2, fixed_point_position); <span class="comment">// x / ln(2)</span></div><div class="line"><a name="l01451"></a><span class="lineno"> 1451</span>&#160;</div><div class="line"><a name="l01452"></a><span class="lineno"> 1452</span>&#160;    <span class="comment">// get decimal part from m</span></div><div class="line"><a name="l01453"></a><span class="lineno"> 1453</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> dec_m = vqshl_s8(m, vdup_n_s8(-fixed_point_position));</div><div class="line"><a name="l01454"></a><span class="lineno"> 1454</span>&#160;</div><div class="line"><a name="l01455"></a><span class="lineno"> 1455</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">alpha</a> = <a class="code" href="namespacearm__compute.xhtml#a746205173d1a1f3955fa0c26b5be3b10">vqmul_qs8</a>(vqshl_s8(dec_m, vdup_n_s8(fixed_point_position)), const_ln2, fixed_point_position);</div><div class="line"><a name="l01456"></a><span class="lineno"> 1456</span>&#160;    alpha           = <a class="code" href="namespacearm__compute.xhtml#a4b2c9440d5fa4909ae909869877f39e3">vqabs_qs8</a>(vqsub_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, alpha));</div><div class="line"><a name="l01457"></a><span class="lineno"> 1457</span>&#160;</div><div class="line"><a name="l01458"></a><span class="lineno"> 1458</span>&#160;    <span class="comment">// Polynomial Approximation</span></div><div class="line"><a name="l01459"></a><span class="lineno"> 1459</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> poly = vqtaylor_poly_qs8&lt;false&gt;(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">alpha</a>, fixed_point_position);</div><div class="line"><a name="l01460"></a><span class="lineno"> 1460</span>&#160;    poly           = vqadd_s8(poly, const_one);</div><div class="line"><a name="l01461"></a><span class="lineno"> 1461</span>&#160;</div><div class="line"><a name="l01462"></a><span class="lineno"> 1462</span>&#160;    <span class="comment">// Reconstruct</span></div><div class="line"><a name="l01463"></a><span class="lineno"> 1463</span>&#160;    poly = vqshl_s8(poly, dec_m);</div><div class="line"><a name="l01464"></a><span class="lineno"> 1464</span>&#160;</div><div class="line"><a name="l01465"></a><span class="lineno"> 1465</span>&#160;    <span class="keywordflow">return</span> poly;</div><div class="line"><a name="l01466"></a><span class="lineno"> 1466</span>&#160;}</div><div class="ttc" id="namespacearm__compute_xhtml_a4b2c9440d5fa4909ae909869877f39e3"><div class="ttname"><a href="namespacearm__compute.xhtml#a4b2c9440d5fa4909ae909869877f39e3">arm_compute::vqabs_qs8</a></div><div class="ttdeci">qint8x8_t vqabs_qs8(qint8x8_t a)</div><div class="ttdoc">Saturating absolute value of 8 bit fixed point vector (8 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00304">NEFixedPoint.inl:304</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a746205173d1a1f3955fa0c26b5be3b10"><div class="ttname"><a href="namespacearm__compute.xhtml#a746205173d1a1f3955fa0c26b5be3b10">arm_compute::vqmul_qs8</a></div><div class="ttdeci">qint8x8_t vqmul_qs8(qint8x8_t a, qint8x8_t b, int fixed_point_position)</div><div class="ttdoc">8 bit fixed point vector saturating multiply (8 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00553">NEFixedPoint.inl:553</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a16a1bee14f1db073f75caa76dacf5078"><div class="ttname"><a href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">arm_compute::qint8x8_t</a></div><div class="ttdeci">int8x8_t qint8x8_t</div><div class="ttdoc">8 bit fixed point vector with 8 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00033">NEFixedPoint.h:33</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a62197192f0fbf4e0675eb37be1c4c175"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">arm_compute::test::validation::alpha</a></div><div class="ttdeci">alpha</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00109">GEMM.cpp:109</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a62197192f0fbf4e0675eb37be1c4c175"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">arm_compute::test::validation::alpha</a></div><div class="ttdeci">alpha</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00112">GEMM.cpp:112</a></div></div>
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 </div>
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@@ -22477,15 +22666,15 @@
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01520">1520</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
-<p>References <a class="el" href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00109">arm_compute::test::validation::alpha</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00319">vqabsq_qs16()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00607">vqmulq_qs16()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00474">vqsubq_qs16()</a>.</p>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00112">arm_compute::test::validation::alpha</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00319">vqabsq_qs16()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00607">vqmulq_qs16()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00474">vqsubq_qs16()</a>.</p>
 
 <p>Referenced by <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01983">vqpowq_qs16()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01965">vqtanhq_qs16()</a>.</p>
 <div class="fragment"><div class="line"><a name="l01521"></a><span class="lineno"> 1521</span>&#160;{</div><div class="line"><a name="l01522"></a><span class="lineno"> 1522</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> shift_value   = vdupq_n_s16(fixed_point_position - 15);</div><div class="line"><a name="l01523"></a><span class="lineno"> 1523</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> const_one     = vdupq_n_s16(1 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01524"></a><span class="lineno"> 1524</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> const_ln2     = vqrshlq_s16(vdupq_n_s16(0x58B9), shift_value);                       <span class="comment">// ln(2)</span></div><div class="line"><a name="l01525"></a><span class="lineno"> 1525</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> const_inv_ln2 = vorrq_s16(vqrshlq_s16(vdupq_n_s16(0x38AA), shift_value), const_one); <span class="comment">// 1/ln(2)</span></div><div class="line"><a name="l01526"></a><span class="lineno"> 1526</span>&#160;</div><div class="line"><a name="l01527"></a><span class="lineno"> 1527</span>&#160;    <span class="comment">// Perform range reduction [-log(2),log(2)]</span></div><div class="line"><a name="l01528"></a><span class="lineno"> 1528</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> m = <a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, const_inv_ln2, fixed_point_position); <span class="comment">// x / ln(2)</span></div><div class="line"><a name="l01529"></a><span class="lineno"> 1529</span>&#160;</div><div class="line"><a name="l01530"></a><span class="lineno"> 1530</span>&#160;    <span class="comment">// get decimal part from m</span></div><div class="line"><a name="l01531"></a><span class="lineno"> 1531</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> dec_m = vqshlq_s16(m, vdupq_n_s16(-fixed_point_position));</div><div class="line"><a name="l01532"></a><span class="lineno"> 1532</span>&#160;</div><div class="line"><a name="l01533"></a><span class="lineno"> 1533</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">alpha</a> = <a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(vqshlq_s16(dec_m, vdupq_n_s16(fixed_point_position)), const_ln2, fixed_point_position);</div><div class="line"><a name="l01534"></a><span class="lineno"> 1534</span>&#160;    alpha            = <a class="code" href="namespacearm__compute.xhtml#aa001ed913705cf378d947052435917aa">vqabsq_qs16</a>(<a class="code" href="namespacearm__compute.xhtml#a9edb31327a1e06c730d5a09b14dcfeb9">vqsubq_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, alpha));</div><div class="line"><a name="l01535"></a><span class="lineno"> 1535</span>&#160;</div><div class="line"><a name="l01536"></a><span class="lineno"> 1536</span>&#160;    <span class="comment">// Polynomial Approximation</span></div><div class="line"><a name="l01537"></a><span class="lineno"> 1537</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> poly = vqtaylor_polyq_qs16&lt;false&gt;(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">alpha</a>, fixed_point_position);</div><div class="line"><a name="l01538"></a><span class="lineno"> 1538</span>&#160;    poly            = vqaddq_s16(poly, const_one);</div><div class="line"><a name="l01539"></a><span class="lineno"> 1539</span>&#160;</div><div class="line"><a name="l01540"></a><span class="lineno"> 1540</span>&#160;    <span class="comment">// Reconstruct</span></div><div class="line"><a name="l01541"></a><span class="lineno"> 1541</span>&#160;    poly = vqshlq_s16(poly, dec_m);</div><div class="line"><a name="l01542"></a><span class="lineno"> 1542</span>&#160;</div><div class="line"><a name="l01543"></a><span class="lineno"> 1543</span>&#160;    <span class="keywordflow">return</span> poly;</div><div class="line"><a name="l01544"></a><span class="lineno"> 1544</span>&#160;}</div><div class="ttc" id="namespacearm__compute_xhtml_a9edb31327a1e06c730d5a09b14dcfeb9"><div class="ttname"><a href="namespacearm__compute.xhtml#a9edb31327a1e06c730d5a09b14dcfeb9">arm_compute::vqsubq_qs16</a></div><div class="ttdeci">qint16x8_t vqsubq_qs16(qint16x8_t a, qint16x8_t b)</div><div class="ttdoc">16 bit fixed point vector saturating subtraction (8 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00474">NEFixedPoint.inl:474</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_aa001ed913705cf378d947052435917aa"><div class="ttname"><a href="namespacearm__compute.xhtml#aa001ed913705cf378d947052435917aa">arm_compute::vqabsq_qs16</a></div><div class="ttdeci">qint16x8_t vqabsq_qs16(qint16x8_t a)</div><div class="ttdoc">Saturating absolute value of 16 bit fixed point vector (8 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00319">NEFixedPoint.inl:319</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a982d792d366430a954d96e8575d3c313"><div class="ttname"><a href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">arm_compute::vqmulq_qs16</a></div><div class="ttdeci">qint16x8_t vqmulq_qs16(qint16x8_t a, qint16x8_t b, int fixed_point_position)</div><div class="ttdoc">16 bit fixed point vector saturating multiply (8 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00607">NEFixedPoint.inl:607</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a4e15143176bfacdde8b06f4bb0b67427"><div class="ttname"><a href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">arm_compute::qint16x8_t</a></div><div class="ttdeci">int16x8_t qint16x8_t</div><div class="ttdoc">16 bit fixed point vector with 8 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00045">NEFixedPoint.h:45</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a62197192f0fbf4e0675eb37be1c4c175"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">arm_compute::test::validation::alpha</a></div><div class="ttdeci">alpha</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00109">GEMM.cpp:109</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a62197192f0fbf4e0675eb37be1c4c175"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">arm_compute::test::validation::alpha</a></div><div class="ttdeci">alpha</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00112">GEMM.cpp:112</a></div></div>
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@@ -22533,15 +22722,15 @@
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01494">1494</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
-<p>References <a class="el" href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00109">arm_compute::test::validation::alpha</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00314">vqabsq_qs8()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00587">vqmulq_qs8()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00469">vqsubq_qs8()</a>.</p>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00112">arm_compute::test::validation::alpha</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00314">vqabsq_qs8()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00587">vqmulq_qs8()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00469">vqsubq_qs8()</a>.</p>
 
 <p>Referenced by <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01978">vqpowq_qs8()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01952">vqtanhq_qs8()</a>.</p>
-<div class="fragment"><div class="line"><a name="l01495"></a><span class="lineno"> 1495</span>&#160;{</div><div class="line"><a name="l01496"></a><span class="lineno"> 1496</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> shift_value   = vdupq_n_s8(fixed_point_position - 7);</div><div class="line"><a name="l01497"></a><span class="lineno"> 1497</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> const_one     = vdupq_n_s8(1 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01498"></a><span class="lineno"> 1498</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> const_ln2     = vqrshlq_s8(vdupq_n_s8(0x58), shift_value);                      <span class="comment">// ln(2)</span></div><div class="line"><a name="l01499"></a><span class="lineno"> 1499</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> const_inv_ln2 = vorrq_s8(vqrshlq_s8(vdupq_n_s8(0x38), shift_value), const_one); <span class="comment">// 1/ln(2)</span></div><div class="line"><a name="l01500"></a><span class="lineno"> 1500</span>&#160;</div><div class="line"><a name="l01501"></a><span class="lineno"> 1501</span>&#160;    <span class="comment">// Perform range reduction [-log(2),log(2)]</span></div><div class="line"><a name="l01502"></a><span class="lineno"> 1502</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> m = <a class="code" href="namespacearm__compute.xhtml#a081c0605c83155125ad95a144a1d6071">vqmulq_qs8</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, const_inv_ln2, fixed_point_position); <span class="comment">// x / ln(2)</span></div><div class="line"><a name="l01503"></a><span class="lineno"> 1503</span>&#160;</div><div class="line"><a name="l01504"></a><span class="lineno"> 1504</span>&#160;    <span class="comment">// get decimal part from m</span></div><div class="line"><a name="l01505"></a><span class="lineno"> 1505</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> dec_m = vqshlq_s8(m, vdupq_n_s8(-fixed_point_position));</div><div class="line"><a name="l01506"></a><span class="lineno"> 1506</span>&#160;</div><div class="line"><a name="l01507"></a><span class="lineno"> 1507</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">alpha</a> = <a class="code" href="namespacearm__compute.xhtml#a081c0605c83155125ad95a144a1d6071">vqmulq_qs8</a>(vqshlq_s8(dec_m, vdupq_n_s8(fixed_point_position)), const_ln2, fixed_point_position);</div><div class="line"><a name="l01508"></a><span class="lineno"> 1508</span>&#160;    alpha            = <a class="code" href="namespacearm__compute.xhtml#ac8095edd652a1f3a76bf9d0f4251827a">vqabsq_qs8</a>(<a class="code" href="namespacearm__compute.xhtml#ab2a6ce3d8239e49c81af1ebc617680b4">vqsubq_qs8</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, alpha));</div><div class="line"><a name="l01509"></a><span class="lineno"> 1509</span>&#160;</div><div class="line"><a name="l01510"></a><span class="lineno"> 1510</span>&#160;    <span class="comment">// Polynomial Approximation</span></div><div class="line"><a name="l01511"></a><span class="lineno"> 1511</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> poly = vqtaylor_polyq_qs8&lt;false&gt;(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">alpha</a>, fixed_point_position);</div><div class="line"><a name="l01512"></a><span class="lineno"> 1512</span>&#160;    poly            = vqaddq_s8(poly, const_one);</div><div class="line"><a name="l01513"></a><span class="lineno"> 1513</span>&#160;</div><div class="line"><a name="l01514"></a><span class="lineno"> 1514</span>&#160;    <span class="comment">// Reconstruct</span></div><div class="line"><a name="l01515"></a><span class="lineno"> 1515</span>&#160;    poly = vqshlq_s8(poly, dec_m);</div><div class="line"><a name="l01516"></a><span class="lineno"> 1516</span>&#160;</div><div class="line"><a name="l01517"></a><span class="lineno"> 1517</span>&#160;    <span class="keywordflow">return</span> poly;</div><div class="line"><a name="l01518"></a><span class="lineno"> 1518</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l01495"></a><span class="lineno"> 1495</span>&#160;{</div><div class="line"><a name="l01496"></a><span class="lineno"> 1496</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> shift_value   = vdupq_n_s8(fixed_point_position - 7);</div><div class="line"><a name="l01497"></a><span class="lineno"> 1497</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> const_one     = vdupq_n_s8(1 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01498"></a><span class="lineno"> 1498</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> const_ln2     = vqrshlq_s8(vdupq_n_s8(0x58), shift_value);                      <span class="comment">// ln(2)</span></div><div class="line"><a name="l01499"></a><span class="lineno"> 1499</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> const_inv_ln2 = vorrq_s8(vqrshlq_s8(vdupq_n_s8(0x38), shift_value), const_one); <span class="comment">// 1/ln(2)</span></div><div class="line"><a name="l01500"></a><span class="lineno"> 1500</span>&#160;</div><div class="line"><a name="l01501"></a><span class="lineno"> 1501</span>&#160;    <span class="comment">// Perform range reduction [-log(2),log(2)]</span></div><div class="line"><a name="l01502"></a><span class="lineno"> 1502</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> m = <a class="code" href="namespacearm__compute.xhtml#a081c0605c83155125ad95a144a1d6071">vqmulq_qs8</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, const_inv_ln2, fixed_point_position); <span class="comment">// x / ln(2)</span></div><div class="line"><a name="l01503"></a><span class="lineno"> 1503</span>&#160;</div><div class="line"><a name="l01504"></a><span class="lineno"> 1504</span>&#160;    <span class="comment">// get decimal part from m</span></div><div class="line"><a name="l01505"></a><span class="lineno"> 1505</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> dec_m = vqshlq_s8(m, vdupq_n_s8(-fixed_point_position));</div><div class="line"><a name="l01506"></a><span class="lineno"> 1506</span>&#160;</div><div class="line"><a name="l01507"></a><span class="lineno"> 1507</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">alpha</a> = <a class="code" href="namespacearm__compute.xhtml#a081c0605c83155125ad95a144a1d6071">vqmulq_qs8</a>(vqshlq_s8(dec_m, vdupq_n_s8(fixed_point_position)), const_ln2, fixed_point_position);</div><div class="line"><a name="l01508"></a><span class="lineno"> 1508</span>&#160;    alpha            = <a class="code" href="namespacearm__compute.xhtml#ac8095edd652a1f3a76bf9d0f4251827a">vqabsq_qs8</a>(<a class="code" href="namespacearm__compute.xhtml#ab2a6ce3d8239e49c81af1ebc617680b4">vqsubq_qs8</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, alpha));</div><div class="line"><a name="l01509"></a><span class="lineno"> 1509</span>&#160;</div><div class="line"><a name="l01510"></a><span class="lineno"> 1510</span>&#160;    <span class="comment">// Polynomial Approximation</span></div><div class="line"><a name="l01511"></a><span class="lineno"> 1511</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> poly = vqtaylor_polyq_qs8&lt;false&gt;(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">alpha</a>, fixed_point_position);</div><div class="line"><a name="l01512"></a><span class="lineno"> 1512</span>&#160;    poly            = vqaddq_s8(poly, const_one);</div><div class="line"><a name="l01513"></a><span class="lineno"> 1513</span>&#160;</div><div class="line"><a name="l01514"></a><span class="lineno"> 1514</span>&#160;    <span class="comment">// Reconstruct</span></div><div class="line"><a name="l01515"></a><span class="lineno"> 1515</span>&#160;    poly = vqshlq_s8(poly, dec_m);</div><div class="line"><a name="l01516"></a><span class="lineno"> 1516</span>&#160;</div><div class="line"><a name="l01517"></a><span class="lineno"> 1517</span>&#160;    <span class="keywordflow">return</span> poly;</div><div class="line"><a name="l01518"></a><span class="lineno"> 1518</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a5b99ed49abd6b7bf13dafdd17bcef855"><div class="ttname"><a href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">arm_compute::qint8x16_t</a></div><div class="ttdeci">int8x16_t qint8x16_t</div><div class="ttdoc">8 bit fixed point vector with 16 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00037">NEFixedPoint.h:37</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_ac8095edd652a1f3a76bf9d0f4251827a"><div class="ttname"><a href="namespacearm__compute.xhtml#ac8095edd652a1f3a76bf9d0f4251827a">arm_compute::vqabsq_qs8</a></div><div class="ttdeci">qint8x16_t vqabsq_qs8(qint8x16_t a)</div><div class="ttdoc">Saturating absolute value of 8 bit fixed point vector (16 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00314">NEFixedPoint.inl:314</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a081c0605c83155125ad95a144a1d6071"><div class="ttname"><a href="namespacearm__compute.xhtml#a081c0605c83155125ad95a144a1d6071">arm_compute::vqmulq_qs8</a></div><div class="ttdeci">qint8x16_t vqmulq_qs8(qint8x16_t a, qint8x16_t b, int fixed_point_position)</div><div class="ttdoc">8 bit fixed point vector saturating multiply (16 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00587">NEFixedPoint.inl:587</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_ab2a6ce3d8239e49c81af1ebc617680b4"><div class="ttname"><a href="namespacearm__compute.xhtml#ab2a6ce3d8239e49c81af1ebc617680b4">arm_compute::vqsubq_qs8</a></div><div class="ttdeci">qint8x16_t vqsubq_qs8(qint8x16_t a, qint8x16_t b)</div><div class="ttdoc">8 bit fixed point vector saturating subtraction (16 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00469">NEFixedPoint.inl:469</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a62197192f0fbf4e0675eb37be1c4c175"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">arm_compute::test::validation::alpha</a></div><div class="ttdeci">alpha</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00109">GEMM.cpp:109</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a62197192f0fbf4e0675eb37be1c4c175"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">arm_compute::test::validation::alpha</a></div><div class="ttdeci">alpha</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00112">GEMM.cpp:112</a></div></div>
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 </div>
 </div>
@@ -22591,7 +22780,7 @@
 
 <p>References <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00238">vdup_n_qs16()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00570">vqmul_qs16()</a>.</p>
 <div class="fragment"><div class="line"><a name="l01786"></a><span class="lineno"> 1786</span>&#160;{</div><div class="line"><a name="l01787"></a><span class="lineno"> 1787</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> const_three = vdup_n_s16(3 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01788"></a><span class="lineno"> 1788</span>&#160;</div><div class="line"><a name="l01789"></a><span class="lineno"> 1789</span>&#160;    <span class="comment">// Find shift value. Number must be in (0.5, 2) range.</span></div><div class="line"><a name="l01790"></a><span class="lineno"> 1790</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> shift_value = vqneg_s16(vqsub_s16(vdup_n_s16(16), vqadd_s16(vclz_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vdup_n_s16(fixed_point_position))));</div><div class="line"><a name="l01791"></a><span class="lineno"> 1791</span>&#160;</div><div class="line"><a name="l01792"></a><span class="lineno"> 1792</span>&#160;    <span class="comment">// Add one when the shift value is negative in order to get the correct result when we shift right with 1</span></div><div class="line"><a name="l01793"></a><span class="lineno"> 1793</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> temp         = vqsub_s16(vdup_n_s16(16), vqadd_s16(vclz_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vdup_n_s16(fixed_point_position)));</div><div class="line"><a name="l01794"></a><span class="lineno"> 1794</span>&#160;    uint16x4_t temp_ltz     = vclt_s16(temp, <a class="code" href="namespacearm__compute.xhtml#a1f6c3965dec29d8ac84ff84a164e9d8e">vdup_n_qs16</a>(0));</div><div class="line"><a name="l01795"></a><span class="lineno"> 1795</span>&#160;    temp                    = vbsl_s16(temp_ltz, vqadd_s16(temp, vdup_n_s16(1)), temp);</div><div class="line"><a name="l01796"></a><span class="lineno"> 1796</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> shift_value2 = vqneg_s16(vshr_n_s16(temp, 1));</div><div class="line"><a name="l01797"></a><span class="lineno"> 1797</span>&#160;</div><div class="line"><a name="l01798"></a><span class="lineno"> 1798</span>&#160;    temp = vqshl_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, shift_value);</div><div class="line"><a name="l01799"></a><span class="lineno"> 1799</span>&#160;</div><div class="line"><a name="l01800"></a><span class="lineno"> 1800</span>&#160;    <span class="comment">// Initial guess</span></div><div class="line"><a name="l01801"></a><span class="lineno"> 1801</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> x = temp;</div><div class="line"><a name="l01802"></a><span class="lineno"> 1802</span>&#160;</div><div class="line"><a name="l01803"></a><span class="lineno"> 1803</span>&#160;    <span class="comment">// Calculate (x / 2) * (3 - a * x^2)</span></div><div class="line"><a name="l01804"></a><span class="lineno"> 1804</span>&#160;    <span class="comment">// After five iterations we have the result for 16 bit</span></div><div class="line"><a name="l01805"></a><span class="lineno"> 1805</span>&#160;    x = vshr_n_s16(<a class="code" href="namespacearm__compute.xhtml#aec34399f16d824f79571abe464556466">vqmul_qs16</a>(x, vqsub_s16(const_three, <a class="code" href="namespacearm__compute.xhtml#aec34399f16d824f79571abe464556466">vqmul_qs16</a>(temp, <a class="code" href="namespacearm__compute.xhtml#aec34399f16d824f79571abe464556466">vqmul_qs16</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01806"></a><span class="lineno"> 1806</span>&#160;    x = vshr_n_s16(<a class="code" href="namespacearm__compute.xhtml#aec34399f16d824f79571abe464556466">vqmul_qs16</a>(x, vqsub_s16(const_three, <a class="code" href="namespacearm__compute.xhtml#aec34399f16d824f79571abe464556466">vqmul_qs16</a>(temp, <a class="code" href="namespacearm__compute.xhtml#aec34399f16d824f79571abe464556466">vqmul_qs16</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01807"></a><span class="lineno"> 1807</span>&#160;    x = vshr_n_s16(<a class="code" href="namespacearm__compute.xhtml#aec34399f16d824f79571abe464556466">vqmul_qs16</a>(x, vqsub_s16(const_three, <a class="code" href="namespacearm__compute.xhtml#aec34399f16d824f79571abe464556466">vqmul_qs16</a>(temp, <a class="code" href="namespacearm__compute.xhtml#aec34399f16d824f79571abe464556466">vqmul_qs16</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01808"></a><span class="lineno"> 1808</span>&#160;    x = vshr_n_s16(<a class="code" href="namespacearm__compute.xhtml#aec34399f16d824f79571abe464556466">vqmul_qs16</a>(x, vqsub_s16(const_three, <a class="code" href="namespacearm__compute.xhtml#aec34399f16d824f79571abe464556466">vqmul_qs16</a>(temp, <a class="code" href="namespacearm__compute.xhtml#aec34399f16d824f79571abe464556466">vqmul_qs16</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01809"></a><span class="lineno"> 1809</span>&#160;    x = vshr_n_s16(<a class="code" href="namespacearm__compute.xhtml#aec34399f16d824f79571abe464556466">vqmul_qs16</a>(x, vqsub_s16(const_three, <a class="code" href="namespacearm__compute.xhtml#aec34399f16d824f79571abe464556466">vqmul_qs16</a>(temp, <a class="code" href="namespacearm__compute.xhtml#aec34399f16d824f79571abe464556466">vqmul_qs16</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01810"></a><span class="lineno"> 1810</span>&#160;</div><div class="line"><a name="l01811"></a><span class="lineno"> 1811</span>&#160;    <span class="keywordflow">return</span> vqshl_s16(x, shift_value2);</div><div class="line"><a name="l01812"></a><span class="lineno"> 1812</span>&#160;}</div><div class="ttc" id="namespacearm__compute_xhtml_aec34399f16d824f79571abe464556466"><div class="ttname"><a href="namespacearm__compute.xhtml#aec34399f16d824f79571abe464556466">arm_compute::vqmul_qs16</a></div><div class="ttdeci">qint16x4_t vqmul_qs16(qint16x4_t a, qint16x4_t b, int fixed_point_position)</div><div class="ttdoc">16 bit fixed point vector saturating multiply (4 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00570">NEFixedPoint.inl:570</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a1f6c3965dec29d8ac84ff84a164e9d8e"><div class="ttname"><a href="namespacearm__compute.xhtml#a1f6c3965dec29d8ac84ff84a164e9d8e">arm_compute::vdup_n_qs16</a></div><div class="ttdeci">qint16x4_t vdup_n_qs16(qint16_t a)</div><div class="ttdoc">16 bit fixed point vector duplicate (4 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00238">NEFixedPoint.inl:238</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a82c56f0856f56d430393e6a00baee983"><div class="ttname"><a href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">arm_compute::qint16x4_t</a></div><div class="ttdeci">int16x4_t qint16x4_t</div><div class="ttdoc">16 bit fixed point vector with 4 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00041">NEFixedPoint.h:41</a></div></div>
 </div><!-- fragment -->
@@ -22642,7 +22831,7 @@
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01758">1758</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
 <p>References <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00233">vdup_n_qs8()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00553">vqmul_qs8()</a>.</p>
-<div class="fragment"><div class="line"><a name="l01759"></a><span class="lineno"> 1759</span>&#160;{</div><div class="line"><a name="l01760"></a><span class="lineno"> 1760</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> const_three = vdup_n_s8(3 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01761"></a><span class="lineno"> 1761</span>&#160;</div><div class="line"><a name="l01762"></a><span class="lineno"> 1762</span>&#160;    <span class="comment">// Find shift value. Number must be in (0.5, 2) range.</span></div><div class="line"><a name="l01763"></a><span class="lineno"> 1763</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> shift_value = vqneg_s8(vqsub_s8(vdup_n_s8(8), vqadd_s8(vclz_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vdup_n_s8(fixed_point_position))));</div><div class="line"><a name="l01764"></a><span class="lineno"> 1764</span>&#160;</div><div class="line"><a name="l01765"></a><span class="lineno"> 1765</span>&#160;    <span class="comment">// Add one when the shift value is negative in order to get the correct result when we shift right with 1</span></div><div class="line"><a name="l01766"></a><span class="lineno"> 1766</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> temp         = vqsub_s8(vdup_n_s8(8), vqadd_s8(vclz_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vdup_n_s8(fixed_point_position)));</div><div class="line"><a name="l01767"></a><span class="lineno"> 1767</span>&#160;    uint8x8_t temp_ltz     = vclt_s8(temp, <a class="code" href="namespacearm__compute.xhtml#a1a226812e3cfdf3494adbdd92d4a1cb3">vdup_n_qs8</a>(0));</div><div class="line"><a name="l01768"></a><span class="lineno"> 1768</span>&#160;    temp                   = vbsl_s8(temp_ltz, vqadd_s8(temp, vdup_n_s8(1)), temp);</div><div class="line"><a name="l01769"></a><span class="lineno"> 1769</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> shift_value2 = vqneg_s8(vshr_n_s8(temp, 1));</div><div class="line"><a name="l01770"></a><span class="lineno"> 1770</span>&#160;</div><div class="line"><a name="l01771"></a><span class="lineno"> 1771</span>&#160;    temp = vqshl_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, shift_value);</div><div class="line"><a name="l01772"></a><span class="lineno"> 1772</span>&#160;</div><div class="line"><a name="l01773"></a><span class="lineno"> 1773</span>&#160;    <span class="comment">// Initial guess</span></div><div class="line"><a name="l01774"></a><span class="lineno"> 1774</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> x = temp;</div><div class="line"><a name="l01775"></a><span class="lineno"> 1775</span>&#160;</div><div class="line"><a name="l01776"></a><span class="lineno"> 1776</span>&#160;    <span class="comment">// Calculate (x / 2) * (3 - a * x^2)</span></div><div class="line"><a name="l01777"></a><span class="lineno"> 1777</span>&#160;    <span class="comment">// After three iterations we have the result for 8 bit</span></div><div class="line"><a name="l01778"></a><span class="lineno"> 1778</span>&#160;    x = vshr_n_s8(<a class="code" href="namespacearm__compute.xhtml#a746205173d1a1f3955fa0c26b5be3b10">vqmul_qs8</a>(x, vqsub_s8(const_three, <a class="code" href="namespacearm__compute.xhtml#a746205173d1a1f3955fa0c26b5be3b10">vqmul_qs8</a>(temp, <a class="code" href="namespacearm__compute.xhtml#a746205173d1a1f3955fa0c26b5be3b10">vqmul_qs8</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01779"></a><span class="lineno"> 1779</span>&#160;    x = vshr_n_s8(<a class="code" href="namespacearm__compute.xhtml#a746205173d1a1f3955fa0c26b5be3b10">vqmul_qs8</a>(x, vqsub_s8(const_three, <a class="code" href="namespacearm__compute.xhtml#a746205173d1a1f3955fa0c26b5be3b10">vqmul_qs8</a>(temp, <a class="code" href="namespacearm__compute.xhtml#a746205173d1a1f3955fa0c26b5be3b10">vqmul_qs8</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01780"></a><span class="lineno"> 1780</span>&#160;    x = vshr_n_s8(<a class="code" href="namespacearm__compute.xhtml#a746205173d1a1f3955fa0c26b5be3b10">vqmul_qs8</a>(x, vqsub_s8(const_three, <a class="code" href="namespacearm__compute.xhtml#a746205173d1a1f3955fa0c26b5be3b10">vqmul_qs8</a>(temp, <a class="code" href="namespacearm__compute.xhtml#a746205173d1a1f3955fa0c26b5be3b10">vqmul_qs8</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01781"></a><span class="lineno"> 1781</span>&#160;</div><div class="line"><a name="l01782"></a><span class="lineno"> 1782</span>&#160;    <span class="keywordflow">return</span> vqshl_s8(x, shift_value2);</div><div class="line"><a name="l01783"></a><span class="lineno"> 1783</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l01759"></a><span class="lineno"> 1759</span>&#160;{</div><div class="line"><a name="l01760"></a><span class="lineno"> 1760</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> const_three = vdup_n_s8(3 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01761"></a><span class="lineno"> 1761</span>&#160;</div><div class="line"><a name="l01762"></a><span class="lineno"> 1762</span>&#160;    <span class="comment">// Find shift value. Number must be in (0.5, 2) range.</span></div><div class="line"><a name="l01763"></a><span class="lineno"> 1763</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> shift_value = vqneg_s8(vqsub_s8(vdup_n_s8(8), vqadd_s8(vclz_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vdup_n_s8(fixed_point_position))));</div><div class="line"><a name="l01764"></a><span class="lineno"> 1764</span>&#160;</div><div class="line"><a name="l01765"></a><span class="lineno"> 1765</span>&#160;    <span class="comment">// Add one when the shift value is negative in order to get the correct result when we shift right with 1</span></div><div class="line"><a name="l01766"></a><span class="lineno"> 1766</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> temp         = vqsub_s8(vdup_n_s8(8), vqadd_s8(vclz_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vdup_n_s8(fixed_point_position)));</div><div class="line"><a name="l01767"></a><span class="lineno"> 1767</span>&#160;    uint8x8_t temp_ltz     = vclt_s8(temp, <a class="code" href="namespacearm__compute.xhtml#a1a226812e3cfdf3494adbdd92d4a1cb3">vdup_n_qs8</a>(0));</div><div class="line"><a name="l01768"></a><span class="lineno"> 1768</span>&#160;    temp                   = vbsl_s8(temp_ltz, vqadd_s8(temp, vdup_n_s8(1)), temp);</div><div class="line"><a name="l01769"></a><span class="lineno"> 1769</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> shift_value2 = vqneg_s8(vshr_n_s8(temp, 1));</div><div class="line"><a name="l01770"></a><span class="lineno"> 1770</span>&#160;</div><div class="line"><a name="l01771"></a><span class="lineno"> 1771</span>&#160;    temp = vqshl_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, shift_value);</div><div class="line"><a name="l01772"></a><span class="lineno"> 1772</span>&#160;</div><div class="line"><a name="l01773"></a><span class="lineno"> 1773</span>&#160;    <span class="comment">// Initial guess</span></div><div class="line"><a name="l01774"></a><span class="lineno"> 1774</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> x = temp;</div><div class="line"><a name="l01775"></a><span class="lineno"> 1775</span>&#160;</div><div class="line"><a name="l01776"></a><span class="lineno"> 1776</span>&#160;    <span class="comment">// Calculate (x / 2) * (3 - a * x^2)</span></div><div class="line"><a name="l01777"></a><span class="lineno"> 1777</span>&#160;    <span class="comment">// After three iterations we have the result for 8 bit</span></div><div class="line"><a name="l01778"></a><span class="lineno"> 1778</span>&#160;    x = vshr_n_s8(<a class="code" href="namespacearm__compute.xhtml#a746205173d1a1f3955fa0c26b5be3b10">vqmul_qs8</a>(x, vqsub_s8(const_three, <a class="code" href="namespacearm__compute.xhtml#a746205173d1a1f3955fa0c26b5be3b10">vqmul_qs8</a>(temp, <a class="code" href="namespacearm__compute.xhtml#a746205173d1a1f3955fa0c26b5be3b10">vqmul_qs8</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01779"></a><span class="lineno"> 1779</span>&#160;    x = vshr_n_s8(<a class="code" href="namespacearm__compute.xhtml#a746205173d1a1f3955fa0c26b5be3b10">vqmul_qs8</a>(x, vqsub_s8(const_three, <a class="code" href="namespacearm__compute.xhtml#a746205173d1a1f3955fa0c26b5be3b10">vqmul_qs8</a>(temp, <a class="code" href="namespacearm__compute.xhtml#a746205173d1a1f3955fa0c26b5be3b10">vqmul_qs8</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01780"></a><span class="lineno"> 1780</span>&#160;    x = vshr_n_s8(<a class="code" href="namespacearm__compute.xhtml#a746205173d1a1f3955fa0c26b5be3b10">vqmul_qs8</a>(x, vqsub_s8(const_three, <a class="code" href="namespacearm__compute.xhtml#a746205173d1a1f3955fa0c26b5be3b10">vqmul_qs8</a>(temp, <a class="code" href="namespacearm__compute.xhtml#a746205173d1a1f3955fa0c26b5be3b10">vqmul_qs8</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01781"></a><span class="lineno"> 1781</span>&#160;</div><div class="line"><a name="l01782"></a><span class="lineno"> 1782</span>&#160;    <span class="keywordflow">return</span> vqshl_s8(x, shift_value2);</div><div class="line"><a name="l01783"></a><span class="lineno"> 1783</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a746205173d1a1f3955fa0c26b5be3b10"><div class="ttname"><a href="namespacearm__compute.xhtml#a746205173d1a1f3955fa0c26b5be3b10">arm_compute::vqmul_qs8</a></div><div class="ttdeci">qint8x8_t vqmul_qs8(qint8x8_t a, qint8x8_t b, int fixed_point_position)</div><div class="ttdoc">8 bit fixed point vector saturating multiply (8 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00553">NEFixedPoint.inl:553</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a1a226812e3cfdf3494adbdd92d4a1cb3"><div class="ttname"><a href="namespacearm__compute.xhtml#a1a226812e3cfdf3494adbdd92d4a1cb3">arm_compute::vdup_n_qs8</a></div><div class="ttdeci">qint8x8_t vdup_n_qs8(qint8_t a)</div><div class="ttdoc">8 bit fixed point vector duplicate (8 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00233">NEFixedPoint.inl:233</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a16a1bee14f1db073f75caa76dacf5078"><div class="ttname"><a href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">arm_compute::qint8x8_t</a></div><div class="ttdeci">int8x8_t qint8x8_t</div><div class="ttdoc">8 bit fixed point vector with 8 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00033">NEFixedPoint.h:33</a></div></div>
@@ -22694,7 +22883,7 @@
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01897">1897</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
 <p>References <a class="el" href="namespacearm__compute.xhtml#a740436aed8843612da747f40ff926875">vdupq_n_qs16()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00607">vqmulq_qs16()</a>.</p>
-<div class="fragment"><div class="line"><a name="l01898"></a><span class="lineno"> 1898</span>&#160;{</div><div class="line"><a name="l01899"></a><span class="lineno"> 1899</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> const_three = vdupq_n_s16(3 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01900"></a><span class="lineno"> 1900</span>&#160;</div><div class="line"><a name="l01901"></a><span class="lineno"> 1901</span>&#160;    <span class="comment">// Find shift value. Number must be in (0.5, 2) range.</span></div><div class="line"><a name="l01902"></a><span class="lineno"> 1902</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> shift_value = vqnegq_s16(vqsubq_s16(vdupq_n_s16(16), vqaddq_s16(vclzq_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vdupq_n_s16(fixed_point_position))));</div><div class="line"><a name="l01903"></a><span class="lineno"> 1903</span>&#160;</div><div class="line"><a name="l01904"></a><span class="lineno"> 1904</span>&#160;    <span class="comment">// Add one when the shift value is negative in order to get the correct result when we shift right with 1</span></div><div class="line"><a name="l01905"></a><span class="lineno"> 1905</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> temp         = vqsubq_s16(vdupq_n_s16(16), vqaddq_s16(vclzq_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vdupq_n_s16(fixed_point_position)));</div><div class="line"><a name="l01906"></a><span class="lineno"> 1906</span>&#160;    uint16x8_t temp_ltz     = vcltq_s16(temp, <a class="code" href="namespacearm__compute.xhtml#aed2fc8d1b9642b7625379a930ef4914a">vdupq_n_qs16</a>(0));</div><div class="line"><a name="l01907"></a><span class="lineno"> 1907</span>&#160;    temp                    = vbslq_s16(temp_ltz, vqaddq_s16(temp, vdupq_n_s16(1)), temp);</div><div class="line"><a name="l01908"></a><span class="lineno"> 1908</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> shift_value2 = vqnegq_s16(vshrq_n_s16(temp, 1));</div><div class="line"><a name="l01909"></a><span class="lineno"> 1909</span>&#160;</div><div class="line"><a name="l01910"></a><span class="lineno"> 1910</span>&#160;    temp = vqshlq_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, shift_value);</div><div class="line"><a name="l01911"></a><span class="lineno"> 1911</span>&#160;</div><div class="line"><a name="l01912"></a><span class="lineno"> 1912</span>&#160;    <span class="comment">// Initial guess</span></div><div class="line"><a name="l01913"></a><span class="lineno"> 1913</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> x = temp;</div><div class="line"><a name="l01914"></a><span class="lineno"> 1914</span>&#160;</div><div class="line"><a name="l01915"></a><span class="lineno"> 1915</span>&#160;    <span class="comment">// Calculate (x / 2) * (3 - a * x^2)</span></div><div class="line"><a name="l01916"></a><span class="lineno"> 1916</span>&#160;    <span class="comment">// After five iterations we have the result for 16 bit</span></div><div class="line"><a name="l01917"></a><span class="lineno"> 1917</span>&#160;    x = vshrq_n_s16(<a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(x, vqsubq_s16(const_three, <a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(temp, <a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01918"></a><span class="lineno"> 1918</span>&#160;    x = vshrq_n_s16(<a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(x, vqsubq_s16(const_three, <a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(temp, <a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01919"></a><span class="lineno"> 1919</span>&#160;    x = vshrq_n_s16(<a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(x, vqsubq_s16(const_three, <a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(temp, <a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01920"></a><span class="lineno"> 1920</span>&#160;    x = vshrq_n_s16(<a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(x, vqsubq_s16(const_three, <a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(temp, <a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01921"></a><span class="lineno"> 1921</span>&#160;    x = vshrq_n_s16(<a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(x, vqsubq_s16(const_three, <a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(temp, <a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01922"></a><span class="lineno"> 1922</span>&#160;</div><div class="line"><a name="l01923"></a><span class="lineno"> 1923</span>&#160;    <span class="keywordflow">return</span> vqshlq_s16(x, shift_value2);</div><div class="line"><a name="l01924"></a><span class="lineno"> 1924</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l01898"></a><span class="lineno"> 1898</span>&#160;{</div><div class="line"><a name="l01899"></a><span class="lineno"> 1899</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> const_three = vdupq_n_s16(3 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01900"></a><span class="lineno"> 1900</span>&#160;</div><div class="line"><a name="l01901"></a><span class="lineno"> 1901</span>&#160;    <span class="comment">// Find shift value. Number must be in (0.5, 2) range.</span></div><div class="line"><a name="l01902"></a><span class="lineno"> 1902</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> shift_value = vqnegq_s16(vqsubq_s16(vdupq_n_s16(16), vqaddq_s16(vclzq_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vdupq_n_s16(fixed_point_position))));</div><div class="line"><a name="l01903"></a><span class="lineno"> 1903</span>&#160;</div><div class="line"><a name="l01904"></a><span class="lineno"> 1904</span>&#160;    <span class="comment">// Add one when the shift value is negative in order to get the correct result when we shift right with 1</span></div><div class="line"><a name="l01905"></a><span class="lineno"> 1905</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> temp         = vqsubq_s16(vdupq_n_s16(16), vqaddq_s16(vclzq_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vdupq_n_s16(fixed_point_position)));</div><div class="line"><a name="l01906"></a><span class="lineno"> 1906</span>&#160;    uint16x8_t temp_ltz     = vcltq_s16(temp, <a class="code" href="namespacearm__compute.xhtml#aed2fc8d1b9642b7625379a930ef4914a">vdupq_n_qs16</a>(0));</div><div class="line"><a name="l01907"></a><span class="lineno"> 1907</span>&#160;    temp                    = vbslq_s16(temp_ltz, vqaddq_s16(temp, vdupq_n_s16(1)), temp);</div><div class="line"><a name="l01908"></a><span class="lineno"> 1908</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> shift_value2 = vqnegq_s16(vshrq_n_s16(temp, 1));</div><div class="line"><a name="l01909"></a><span class="lineno"> 1909</span>&#160;</div><div class="line"><a name="l01910"></a><span class="lineno"> 1910</span>&#160;    temp = vqshlq_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, shift_value);</div><div class="line"><a name="l01911"></a><span class="lineno"> 1911</span>&#160;</div><div class="line"><a name="l01912"></a><span class="lineno"> 1912</span>&#160;    <span class="comment">// Initial guess</span></div><div class="line"><a name="l01913"></a><span class="lineno"> 1913</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> x = temp;</div><div class="line"><a name="l01914"></a><span class="lineno"> 1914</span>&#160;</div><div class="line"><a name="l01915"></a><span class="lineno"> 1915</span>&#160;    <span class="comment">// Calculate (x / 2) * (3 - a * x^2)</span></div><div class="line"><a name="l01916"></a><span class="lineno"> 1916</span>&#160;    <span class="comment">// After five iterations we have the result for 16 bit</span></div><div class="line"><a name="l01917"></a><span class="lineno"> 1917</span>&#160;    x = vshrq_n_s16(<a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(x, vqsubq_s16(const_three, <a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(temp, <a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01918"></a><span class="lineno"> 1918</span>&#160;    x = vshrq_n_s16(<a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(x, vqsubq_s16(const_three, <a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(temp, <a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01919"></a><span class="lineno"> 1919</span>&#160;    x = vshrq_n_s16(<a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(x, vqsubq_s16(const_three, <a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(temp, <a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01920"></a><span class="lineno"> 1920</span>&#160;    x = vshrq_n_s16(<a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(x, vqsubq_s16(const_three, <a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(temp, <a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01921"></a><span class="lineno"> 1921</span>&#160;    x = vshrq_n_s16(<a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(x, vqsubq_s16(const_three, <a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(temp, <a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01922"></a><span class="lineno"> 1922</span>&#160;</div><div class="line"><a name="l01923"></a><span class="lineno"> 1923</span>&#160;    <span class="keywordflow">return</span> vqshlq_s16(x, shift_value2);</div><div class="line"><a name="l01924"></a><span class="lineno"> 1924</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_aed2fc8d1b9642b7625379a930ef4914a"><div class="ttname"><a href="namespacearm__compute.xhtml#aed2fc8d1b9642b7625379a930ef4914a">arm_compute::vdupq_n_qs16</a></div><div class="ttdeci">qint16x8_t vdupq_n_qs16(qint16_t a)</div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00274">NEFixedPoint.inl:274</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a982d792d366430a954d96e8575d3c313"><div class="ttname"><a href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">arm_compute::vqmulq_qs16</a></div><div class="ttdeci">qint16x8_t vqmulq_qs16(qint16x8_t a, qint16x8_t b, int fixed_point_position)</div><div class="ttdoc">16 bit fixed point vector saturating multiply (8 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00607">NEFixedPoint.inl:607</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a4e15143176bfacdde8b06f4bb0b67427"><div class="ttname"><a href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">arm_compute::qint16x8_t</a></div><div class="ttdeci">int16x8_t qint16x8_t</div><div class="ttdoc">16 bit fixed point vector with 8 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00045">NEFixedPoint.h:45</a></div></div>
@@ -22746,7 +22935,7 @@
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01870">1870</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
 <p>References <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00243">vdupq_n_qs8()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00587">vqmulq_qs8()</a>.</p>
-<div class="fragment"><div class="line"><a name="l01871"></a><span class="lineno"> 1871</span>&#160;{</div><div class="line"><a name="l01872"></a><span class="lineno"> 1872</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> const_three = vdupq_n_s8(3 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01873"></a><span class="lineno"> 1873</span>&#160;</div><div class="line"><a name="l01874"></a><span class="lineno"> 1874</span>&#160;    <span class="comment">// Find shift value. Number must be in (0.5, 2) range.</span></div><div class="line"><a name="l01875"></a><span class="lineno"> 1875</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> shift_value = vqnegq_s8(vqsubq_s8(vdupq_n_s8(8), vqaddq_s8(vclzq_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vdupq_n_s8(fixed_point_position))));</div><div class="line"><a name="l01876"></a><span class="lineno"> 1876</span>&#160;</div><div class="line"><a name="l01877"></a><span class="lineno"> 1877</span>&#160;    <span class="comment">// Add one when the shift value is negative in order to get the correct result when we shift right with 1</span></div><div class="line"><a name="l01878"></a><span class="lineno"> 1878</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> temp         = vqsubq_s8(vdupq_n_s8(8), vqaddq_s8(vclzq_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vdupq_n_s8(fixed_point_position)));</div><div class="line"><a name="l01879"></a><span class="lineno"> 1879</span>&#160;    uint8x16_t temp_ltz     = vcltq_s8(temp, <a class="code" href="namespacearm__compute.xhtml#adbd4df93ed00fcda54f91e669ea2be04">vdupq_n_qs8</a>(0));</div><div class="line"><a name="l01880"></a><span class="lineno"> 1880</span>&#160;    temp                    = vbslq_s8(temp_ltz, vqaddq_s8(temp, vdupq_n_s8(1)), temp);</div><div class="line"><a name="l01881"></a><span class="lineno"> 1881</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> shift_value2 = vqnegq_s8(vshrq_n_s8(temp, 1));</div><div class="line"><a name="l01882"></a><span class="lineno"> 1882</span>&#160;</div><div class="line"><a name="l01883"></a><span class="lineno"> 1883</span>&#160;    temp = vqshlq_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, shift_value);</div><div class="line"><a name="l01884"></a><span class="lineno"> 1884</span>&#160;</div><div class="line"><a name="l01885"></a><span class="lineno"> 1885</span>&#160;    <span class="comment">// Initial guess</span></div><div class="line"><a name="l01886"></a><span class="lineno"> 1886</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> x = temp;</div><div class="line"><a name="l01887"></a><span class="lineno"> 1887</span>&#160;</div><div class="line"><a name="l01888"></a><span class="lineno"> 1888</span>&#160;    <span class="comment">// Calculate (x / 2) * (3 - a * x^2)</span></div><div class="line"><a name="l01889"></a><span class="lineno"> 1889</span>&#160;    <span class="comment">// After three iterations we have the result for 8 bit</span></div><div class="line"><a name="l01890"></a><span class="lineno"> 1890</span>&#160;    x = vshrq_n_s8(<a class="code" href="namespacearm__compute.xhtml#a081c0605c83155125ad95a144a1d6071">vqmulq_qs8</a>(x, vqsubq_s8(const_three, <a class="code" href="namespacearm__compute.xhtml#a081c0605c83155125ad95a144a1d6071">vqmulq_qs8</a>(temp, <a class="code" href="namespacearm__compute.xhtml#a081c0605c83155125ad95a144a1d6071">vqmulq_qs8</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01891"></a><span class="lineno"> 1891</span>&#160;    x = vshrq_n_s8(<a class="code" href="namespacearm__compute.xhtml#a081c0605c83155125ad95a144a1d6071">vqmulq_qs8</a>(x, vqsubq_s8(const_three, <a class="code" href="namespacearm__compute.xhtml#a081c0605c83155125ad95a144a1d6071">vqmulq_qs8</a>(temp, <a class="code" href="namespacearm__compute.xhtml#a081c0605c83155125ad95a144a1d6071">vqmulq_qs8</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01892"></a><span class="lineno"> 1892</span>&#160;    x = vshrq_n_s8(<a class="code" href="namespacearm__compute.xhtml#a081c0605c83155125ad95a144a1d6071">vqmulq_qs8</a>(x, vqsubq_s8(const_three, <a class="code" href="namespacearm__compute.xhtml#a081c0605c83155125ad95a144a1d6071">vqmulq_qs8</a>(temp, <a class="code" href="namespacearm__compute.xhtml#a081c0605c83155125ad95a144a1d6071">vqmulq_qs8</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01893"></a><span class="lineno"> 1893</span>&#160;</div><div class="line"><a name="l01894"></a><span class="lineno"> 1894</span>&#160;    <span class="keywordflow">return</span> vqshlq_s8(x, shift_value2);</div><div class="line"><a name="l01895"></a><span class="lineno"> 1895</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l01871"></a><span class="lineno"> 1871</span>&#160;{</div><div class="line"><a name="l01872"></a><span class="lineno"> 1872</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> const_three = vdupq_n_s8(3 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01873"></a><span class="lineno"> 1873</span>&#160;</div><div class="line"><a name="l01874"></a><span class="lineno"> 1874</span>&#160;    <span class="comment">// Find shift value. Number must be in (0.5, 2) range.</span></div><div class="line"><a name="l01875"></a><span class="lineno"> 1875</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> shift_value = vqnegq_s8(vqsubq_s8(vdupq_n_s8(8), vqaddq_s8(vclzq_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vdupq_n_s8(fixed_point_position))));</div><div class="line"><a name="l01876"></a><span class="lineno"> 1876</span>&#160;</div><div class="line"><a name="l01877"></a><span class="lineno"> 1877</span>&#160;    <span class="comment">// Add one when the shift value is negative in order to get the correct result when we shift right with 1</span></div><div class="line"><a name="l01878"></a><span class="lineno"> 1878</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> temp         = vqsubq_s8(vdupq_n_s8(8), vqaddq_s8(vclzq_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vdupq_n_s8(fixed_point_position)));</div><div class="line"><a name="l01879"></a><span class="lineno"> 1879</span>&#160;    uint8x16_t temp_ltz     = vcltq_s8(temp, <a class="code" href="namespacearm__compute.xhtml#adbd4df93ed00fcda54f91e669ea2be04">vdupq_n_qs8</a>(0));</div><div class="line"><a name="l01880"></a><span class="lineno"> 1880</span>&#160;    temp                    = vbslq_s8(temp_ltz, vqaddq_s8(temp, vdupq_n_s8(1)), temp);</div><div class="line"><a name="l01881"></a><span class="lineno"> 1881</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> shift_value2 = vqnegq_s8(vshrq_n_s8(temp, 1));</div><div class="line"><a name="l01882"></a><span class="lineno"> 1882</span>&#160;</div><div class="line"><a name="l01883"></a><span class="lineno"> 1883</span>&#160;    temp = vqshlq_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, shift_value);</div><div class="line"><a name="l01884"></a><span class="lineno"> 1884</span>&#160;</div><div class="line"><a name="l01885"></a><span class="lineno"> 1885</span>&#160;    <span class="comment">// Initial guess</span></div><div class="line"><a name="l01886"></a><span class="lineno"> 1886</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> x = temp;</div><div class="line"><a name="l01887"></a><span class="lineno"> 1887</span>&#160;</div><div class="line"><a name="l01888"></a><span class="lineno"> 1888</span>&#160;    <span class="comment">// Calculate (x / 2) * (3 - a * x^2)</span></div><div class="line"><a name="l01889"></a><span class="lineno"> 1889</span>&#160;    <span class="comment">// After three iterations we have the result for 8 bit</span></div><div class="line"><a name="l01890"></a><span class="lineno"> 1890</span>&#160;    x = vshrq_n_s8(<a class="code" href="namespacearm__compute.xhtml#a081c0605c83155125ad95a144a1d6071">vqmulq_qs8</a>(x, vqsubq_s8(const_three, <a class="code" href="namespacearm__compute.xhtml#a081c0605c83155125ad95a144a1d6071">vqmulq_qs8</a>(temp, <a class="code" href="namespacearm__compute.xhtml#a081c0605c83155125ad95a144a1d6071">vqmulq_qs8</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01891"></a><span class="lineno"> 1891</span>&#160;    x = vshrq_n_s8(<a class="code" href="namespacearm__compute.xhtml#a081c0605c83155125ad95a144a1d6071">vqmulq_qs8</a>(x, vqsubq_s8(const_three, <a class="code" href="namespacearm__compute.xhtml#a081c0605c83155125ad95a144a1d6071">vqmulq_qs8</a>(temp, <a class="code" href="namespacearm__compute.xhtml#a081c0605c83155125ad95a144a1d6071">vqmulq_qs8</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01892"></a><span class="lineno"> 1892</span>&#160;    x = vshrq_n_s8(<a class="code" href="namespacearm__compute.xhtml#a081c0605c83155125ad95a144a1d6071">vqmulq_qs8</a>(x, vqsubq_s8(const_three, <a class="code" href="namespacearm__compute.xhtml#a081c0605c83155125ad95a144a1d6071">vqmulq_qs8</a>(temp, <a class="code" href="namespacearm__compute.xhtml#a081c0605c83155125ad95a144a1d6071">vqmulq_qs8</a>(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);</div><div class="line"><a name="l01893"></a><span class="lineno"> 1893</span>&#160;</div><div class="line"><a name="l01894"></a><span class="lineno"> 1894</span>&#160;    <span class="keywordflow">return</span> vqshlq_s8(x, shift_value2);</div><div class="line"><a name="l01895"></a><span class="lineno"> 1895</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a5b99ed49abd6b7bf13dafdd17bcef855"><div class="ttname"><a href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">arm_compute::qint8x16_t</a></div><div class="ttdeci">int8x16_t qint8x16_t</div><div class="ttdoc">8 bit fixed point vector with 16 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00037">NEFixedPoint.h:37</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_adbd4df93ed00fcda54f91e669ea2be04"><div class="ttname"><a href="namespacearm__compute.xhtml#adbd4df93ed00fcda54f91e669ea2be04">arm_compute::vdupq_n_qs8</a></div><div class="ttdeci">qint8x16_t vdupq_n_qs8(qint8_t a)</div><div class="ttdoc">8 bit fixed point vector duplicate (16 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00243">NEFixedPoint.inl:243</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a081c0605c83155125ad95a144a1d6071"><div class="ttname"><a href="namespacearm__compute.xhtml#a081c0605c83155125ad95a144a1d6071">arm_compute::vqmulq_qs8</a></div><div class="ttdeci">qint8x16_t vqmulq_qs8(qint8x16_t a, qint8x16_t b, int fixed_point_position)</div><div class="ttdoc">8 bit fixed point vector saturating multiply (16 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00587">NEFixedPoint.inl:587</a></div></div>
@@ -22811,10 +23000,10 @@
 <dl class="section return"><dt>Returns</dt><dd>The result of the 16 bit fixed point vector multiply-accumulate. The result is saturated in case of overflow </dd></dl>
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00741">741</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
-<div class="fragment"><div class="line"><a name="l00742"></a><span class="lineno">  742</span>&#160;{</div><div class="line"><a name="l00743"></a><span class="lineno">  743</span>&#160;    <span class="keyword">const</span> int32x4_t fixed_point_position_s32 = vdupq_n_s32(-fixed_point_position);</div><div class="line"><a name="l00744"></a><span class="lineno">  744</span>&#160;</div><div class="line"><a name="l00745"></a><span class="lineno">  745</span>&#160;    <span class="comment">// Initialize the temporary results with a constant used to round up the result</span></div><div class="line"><a name="l00746"></a><span class="lineno">  746</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#abd854c117af4dbd12633db2fbc01dd49">qint32x4_t</a> tmp = vdupq_n_s32(1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00747"></a><span class="lineno">  747</span>&#160;</div><div class="line"><a name="l00748"></a><span class="lineno">  748</span>&#160;    <span class="comment">// Vector multiply-accumulate long</span></div><div class="line"><a name="l00749"></a><span class="lineno">  749</span>&#160;    tmp = vmlal_s16(tmp, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">c</a>);</div><div class="line"><a name="l00750"></a><span class="lineno">  750</span>&#160;</div><div class="line"><a name="l00751"></a><span class="lineno">  751</span>&#160;    <span class="comment">// Shift right by fixed_point_position</span></div><div class="line"><a name="l00752"></a><span class="lineno">  752</span>&#160;    tmp = vqshlq_s32(tmp, fixed_point_position_s32);</div><div class="line"><a name="l00753"></a><span class="lineno">  753</span>&#160;</div><div class="line"><a name="l00754"></a><span class="lineno">  754</span>&#160;    <span class="comment">// Convert back to qint8 and accumulate</span></div><div class="line"><a name="l00755"></a><span class="lineno">  755</span>&#160;    <span class="keywordflow">return</span> vqadd_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, vqmovn_s32(tmp));</div><div class="line"><a name="l00756"></a><span class="lineno">  756</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00742"></a><span class="lineno">  742</span>&#160;{</div><div class="line"><a name="l00743"></a><span class="lineno">  743</span>&#160;    <span class="keyword">const</span> int32x4_t fixed_point_position_s32 = vdupq_n_s32(-fixed_point_position);</div><div class="line"><a name="l00744"></a><span class="lineno">  744</span>&#160;</div><div class="line"><a name="l00745"></a><span class="lineno">  745</span>&#160;    <span class="comment">// Initialize the temporary results with a constant used to round up the result</span></div><div class="line"><a name="l00746"></a><span class="lineno">  746</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#abd854c117af4dbd12633db2fbc01dd49">qint32x4_t</a> tmp = vdupq_n_s32(1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00747"></a><span class="lineno">  747</span>&#160;</div><div class="line"><a name="l00748"></a><span class="lineno">  748</span>&#160;    <span class="comment">// Vector multiply-accumulate long</span></div><div class="line"><a name="l00749"></a><span class="lineno">  749</span>&#160;    tmp = vmlal_s16(tmp, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">c</a>);</div><div class="line"><a name="l00750"></a><span class="lineno">  750</span>&#160;</div><div class="line"><a name="l00751"></a><span class="lineno">  751</span>&#160;    <span class="comment">// Shift right by fixed_point_position</span></div><div class="line"><a name="l00752"></a><span class="lineno">  752</span>&#160;    tmp = vqshlq_s32(tmp, fixed_point_position_s32);</div><div class="line"><a name="l00753"></a><span class="lineno">  753</span>&#160;</div><div class="line"><a name="l00754"></a><span class="lineno">  754</span>&#160;    <span class="comment">// Convert back to qint8 and accumulate</span></div><div class="line"><a name="l00755"></a><span class="lineno">  755</span>&#160;    <span class="keywordflow">return</span> vqadd_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, vqmovn_s32(tmp));</div><div class="line"><a name="l00756"></a><span class="lineno">  756</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_abd854c117af4dbd12633db2fbc01dd49"><div class="ttname"><a href="namespacearm__compute.xhtml#abd854c117af4dbd12633db2fbc01dd49">arm_compute::qint32x4_t</a></div><div class="ttdeci">int32x4_t qint32x4_t</div><div class="ttdoc">32 bit fixed point vector with 4 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00050">NEFixedPoint.h:50</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a497347573faa3778743ddf277f861094"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">arm_compute::test::validation::c</a></div><div class="ttdeci">Tensor c</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00117">GEMM.cpp:117</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a497347573faa3778743ddf277f861094"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">arm_compute::test::validation::c</a></div><div class="ttdeci">CLTensor c</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00120">GEMM.cpp:120</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -22876,10 +23065,10 @@
 <dl class="section return"><dt>Returns</dt><dd>The result of the 8 bit fixed point vector multiply-accumulate. The result is saturated in case of overflow </dd></dl>
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00724">724</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
-<div class="fragment"><div class="line"><a name="l00725"></a><span class="lineno">  725</span>&#160;{</div><div class="line"><a name="l00726"></a><span class="lineno">  726</span>&#160;    <span class="keyword">const</span> int16x8_t fixed_point_position_s16 = vdupq_n_s16(-fixed_point_position);</div><div class="line"><a name="l00727"></a><span class="lineno">  727</span>&#160;</div><div class="line"><a name="l00728"></a><span class="lineno">  728</span>&#160;    <span class="comment">// Initialize the temporary results with a constant used to round up the result</span></div><div class="line"><a name="l00729"></a><span class="lineno">  729</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> tmp = vdupq_n_s16(1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00730"></a><span class="lineno">  730</span>&#160;</div><div class="line"><a name="l00731"></a><span class="lineno">  731</span>&#160;    <span class="comment">// Vector multiply-accumulate long</span></div><div class="line"><a name="l00732"></a><span class="lineno">  732</span>&#160;    tmp = vmlal_s8(tmp, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">c</a>);</div><div class="line"><a name="l00733"></a><span class="lineno">  733</span>&#160;</div><div class="line"><a name="l00734"></a><span class="lineno">  734</span>&#160;    <span class="comment">// Shift right by fixed_point_position</span></div><div class="line"><a name="l00735"></a><span class="lineno">  735</span>&#160;    tmp = vqshlq_s16(tmp, fixed_point_position_s16);</div><div class="line"><a name="l00736"></a><span class="lineno">  736</span>&#160;</div><div class="line"><a name="l00737"></a><span class="lineno">  737</span>&#160;    <span class="comment">// Convert back to qint8 and accumulate</span></div><div class="line"><a name="l00738"></a><span class="lineno">  738</span>&#160;    <span class="keywordflow">return</span> vqadd_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, vqmovn_s16(tmp));</div><div class="line"><a name="l00739"></a><span class="lineno">  739</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00725"></a><span class="lineno">  725</span>&#160;{</div><div class="line"><a name="l00726"></a><span class="lineno">  726</span>&#160;    <span class="keyword">const</span> int16x8_t fixed_point_position_s16 = vdupq_n_s16(-fixed_point_position);</div><div class="line"><a name="l00727"></a><span class="lineno">  727</span>&#160;</div><div class="line"><a name="l00728"></a><span class="lineno">  728</span>&#160;    <span class="comment">// Initialize the temporary results with a constant used to round up the result</span></div><div class="line"><a name="l00729"></a><span class="lineno">  729</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> tmp = vdupq_n_s16(1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00730"></a><span class="lineno">  730</span>&#160;</div><div class="line"><a name="l00731"></a><span class="lineno">  731</span>&#160;    <span class="comment">// Vector multiply-accumulate long</span></div><div class="line"><a name="l00732"></a><span class="lineno">  732</span>&#160;    tmp = vmlal_s8(tmp, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">c</a>);</div><div class="line"><a name="l00733"></a><span class="lineno">  733</span>&#160;</div><div class="line"><a name="l00734"></a><span class="lineno">  734</span>&#160;    <span class="comment">// Shift right by fixed_point_position</span></div><div class="line"><a name="l00735"></a><span class="lineno">  735</span>&#160;    tmp = vqshlq_s16(tmp, fixed_point_position_s16);</div><div class="line"><a name="l00736"></a><span class="lineno">  736</span>&#160;</div><div class="line"><a name="l00737"></a><span class="lineno">  737</span>&#160;    <span class="comment">// Convert back to qint8 and accumulate</span></div><div class="line"><a name="l00738"></a><span class="lineno">  738</span>&#160;    <span class="keywordflow">return</span> vqadd_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, vqmovn_s16(tmp));</div><div class="line"><a name="l00739"></a><span class="lineno">  739</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a4e15143176bfacdde8b06f4bb0b67427"><div class="ttname"><a href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">arm_compute::qint16x8_t</a></div><div class="ttdeci">int16x8_t qint16x8_t</div><div class="ttdoc">16 bit fixed point vector with 8 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00045">NEFixedPoint.h:45</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a497347573faa3778743ddf277f861094"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">arm_compute::test::validation::c</a></div><div class="ttdeci">Tensor c</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00117">GEMM.cpp:117</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a497347573faa3778743ddf277f861094"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">arm_compute::test::validation::c</a></div><div class="ttdeci">CLTensor c</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00120">GEMM.cpp:120</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
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@@ -22941,10 +23130,10 @@
 <dl class="section return"><dt>Returns</dt><dd>The result of the 16 bit fixed point vector multiply-accumulate long </dd></dl>
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00851">851</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
-<div class="fragment"><div class="line"><a name="l00852"></a><span class="lineno">  852</span>&#160;{</div><div class="line"><a name="l00853"></a><span class="lineno">  853</span>&#160;    <span class="keyword">const</span> int32x4_t fixed_point_position_s32 = vdupq_n_s32(-fixed_point_position);</div><div class="line"><a name="l00854"></a><span class="lineno">  854</span>&#160;</div><div class="line"><a name="l00855"></a><span class="lineno">  855</span>&#160;    <span class="comment">// Initialize the temporary results with a constant used to round up the result</span></div><div class="line"><a name="l00856"></a><span class="lineno">  856</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#abd854c117af4dbd12633db2fbc01dd49">qint32x4_t</a> tmp = vdupq_n_s32(1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00857"></a><span class="lineno">  857</span>&#160;</div><div class="line"><a name="l00858"></a><span class="lineno">  858</span>&#160;    <span class="comment">// Vector multiply-accumulate long</span></div><div class="line"><a name="l00859"></a><span class="lineno">  859</span>&#160;    tmp = vmlal_s16(tmp, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">c</a>);</div><div class="line"><a name="l00860"></a><span class="lineno">  860</span>&#160;</div><div class="line"><a name="l00861"></a><span class="lineno">  861</span>&#160;    <span class="comment">// Shift right by fixed_point_position</span></div><div class="line"><a name="l00862"></a><span class="lineno">  862</span>&#160;    tmp = vqshlq_s32(tmp, fixed_point_position_s32);</div><div class="line"><a name="l00863"></a><span class="lineno">  863</span>&#160;</div><div class="line"><a name="l00864"></a><span class="lineno">  864</span>&#160;    <span class="comment">// Accumulate</span></div><div class="line"><a name="l00865"></a><span class="lineno">  865</span>&#160;    <span class="keywordflow">return</span> vqaddq_s32(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, tmp);</div><div class="line"><a name="l00866"></a><span class="lineno">  866</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00852"></a><span class="lineno">  852</span>&#160;{</div><div class="line"><a name="l00853"></a><span class="lineno">  853</span>&#160;    <span class="keyword">const</span> int32x4_t fixed_point_position_s32 = vdupq_n_s32(-fixed_point_position);</div><div class="line"><a name="l00854"></a><span class="lineno">  854</span>&#160;</div><div class="line"><a name="l00855"></a><span class="lineno">  855</span>&#160;    <span class="comment">// Initialize the temporary results with a constant used to round up the result</span></div><div class="line"><a name="l00856"></a><span class="lineno">  856</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#abd854c117af4dbd12633db2fbc01dd49">qint32x4_t</a> tmp = vdupq_n_s32(1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00857"></a><span class="lineno">  857</span>&#160;</div><div class="line"><a name="l00858"></a><span class="lineno">  858</span>&#160;    <span class="comment">// Vector multiply-accumulate long</span></div><div class="line"><a name="l00859"></a><span class="lineno">  859</span>&#160;    tmp = vmlal_s16(tmp, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">c</a>);</div><div class="line"><a name="l00860"></a><span class="lineno">  860</span>&#160;</div><div class="line"><a name="l00861"></a><span class="lineno">  861</span>&#160;    <span class="comment">// Shift right by fixed_point_position</span></div><div class="line"><a name="l00862"></a><span class="lineno">  862</span>&#160;    tmp = vqshlq_s32(tmp, fixed_point_position_s32);</div><div class="line"><a name="l00863"></a><span class="lineno">  863</span>&#160;</div><div class="line"><a name="l00864"></a><span class="lineno">  864</span>&#160;    <span class="comment">// Accumulate</span></div><div class="line"><a name="l00865"></a><span class="lineno">  865</span>&#160;    <span class="keywordflow">return</span> vqaddq_s32(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, tmp);</div><div class="line"><a name="l00866"></a><span class="lineno">  866</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_abd854c117af4dbd12633db2fbc01dd49"><div class="ttname"><a href="namespacearm__compute.xhtml#abd854c117af4dbd12633db2fbc01dd49">arm_compute::qint32x4_t</a></div><div class="ttdeci">int32x4_t qint32x4_t</div><div class="ttdoc">32 bit fixed point vector with 4 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00050">NEFixedPoint.h:50</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a497347573faa3778743ddf277f861094"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">arm_compute::test::validation::c</a></div><div class="ttdeci">Tensor c</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00117">GEMM.cpp:117</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a497347573faa3778743ddf277f861094"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">arm_compute::test::validation::c</a></div><div class="ttdeci">CLTensor c</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00120">GEMM.cpp:120</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
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 </div>
 </div>
@@ -23007,11 +23196,11 @@
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00834">834</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
-<p>Referenced by <a class="el" href="_n_e_direct_convolution_detail_8h_source.xhtml#l00184">arm_compute::detail::convolve_3x3&lt; 1 &gt;()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00835"></a><span class="lineno">  835</span>&#160;{</div><div class="line"><a name="l00836"></a><span class="lineno">  836</span>&#160;    <span class="keyword">const</span> int16x8_t fixed_point_position_s16 = vdupq_n_s16(-fixed_point_position);</div><div class="line"><a name="l00837"></a><span class="lineno">  837</span>&#160;</div><div class="line"><a name="l00838"></a><span class="lineno">  838</span>&#160;    <span class="comment">// Initialize the temporary results with a constant used to round up the result</span></div><div class="line"><a name="l00839"></a><span class="lineno">  839</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> tmp = vdupq_n_s16(1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00840"></a><span class="lineno">  840</span>&#160;</div><div class="line"><a name="l00841"></a><span class="lineno">  841</span>&#160;    <span class="comment">// Vector multiply-accumulate long</span></div><div class="line"><a name="l00842"></a><span class="lineno">  842</span>&#160;    tmp = vmlal_s8(tmp, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">c</a>);</div><div class="line"><a name="l00843"></a><span class="lineno">  843</span>&#160;</div><div class="line"><a name="l00844"></a><span class="lineno">  844</span>&#160;    <span class="comment">// Shift right by fixed_point_position</span></div><div class="line"><a name="l00845"></a><span class="lineno">  845</span>&#160;    tmp = vqshlq_s16(tmp, fixed_point_position_s16);</div><div class="line"><a name="l00846"></a><span class="lineno">  846</span>&#160;</div><div class="line"><a name="l00847"></a><span class="lineno">  847</span>&#160;    <span class="comment">// Accumulate</span></div><div class="line"><a name="l00848"></a><span class="lineno">  848</span>&#160;    <span class="keywordflow">return</span> vqaddq_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, tmp);</div><div class="line"><a name="l00849"></a><span class="lineno">  849</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<p>Referenced by <a class="el" href="_n_e_direct_convolution_detail_8h_source.xhtml#l00229">arm_compute::detail::convolve_3x3&lt; 1 &gt;()</a>.</p>
+<div class="fragment"><div class="line"><a name="l00835"></a><span class="lineno">  835</span>&#160;{</div><div class="line"><a name="l00836"></a><span class="lineno">  836</span>&#160;    <span class="keyword">const</span> int16x8_t fixed_point_position_s16 = vdupq_n_s16(-fixed_point_position);</div><div class="line"><a name="l00837"></a><span class="lineno">  837</span>&#160;</div><div class="line"><a name="l00838"></a><span class="lineno">  838</span>&#160;    <span class="comment">// Initialize the temporary results with a constant used to round up the result</span></div><div class="line"><a name="l00839"></a><span class="lineno">  839</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> tmp = vdupq_n_s16(1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00840"></a><span class="lineno">  840</span>&#160;</div><div class="line"><a name="l00841"></a><span class="lineno">  841</span>&#160;    <span class="comment">// Vector multiply-accumulate long</span></div><div class="line"><a name="l00842"></a><span class="lineno">  842</span>&#160;    tmp = vmlal_s8(tmp, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">c</a>);</div><div class="line"><a name="l00843"></a><span class="lineno">  843</span>&#160;</div><div class="line"><a name="l00844"></a><span class="lineno">  844</span>&#160;    <span class="comment">// Shift right by fixed_point_position</span></div><div class="line"><a name="l00845"></a><span class="lineno">  845</span>&#160;    tmp = vqshlq_s16(tmp, fixed_point_position_s16);</div><div class="line"><a name="l00846"></a><span class="lineno">  846</span>&#160;</div><div class="line"><a name="l00847"></a><span class="lineno">  847</span>&#160;    <span class="comment">// Accumulate</span></div><div class="line"><a name="l00848"></a><span class="lineno">  848</span>&#160;    <span class="keywordflow">return</span> vqaddq_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, tmp);</div><div class="line"><a name="l00849"></a><span class="lineno">  849</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a4e15143176bfacdde8b06f4bb0b67427"><div class="ttname"><a href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">arm_compute::qint16x8_t</a></div><div class="ttdeci">int16x8_t qint16x8_t</div><div class="ttdoc">16 bit fixed point vector with 8 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00045">NEFixedPoint.h:45</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a497347573faa3778743ddf277f861094"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">arm_compute::test::validation::c</a></div><div class="ttdeci">Tensor c</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00117">GEMM.cpp:117</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a497347573faa3778743ddf277f861094"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">arm_compute::test::validation::c</a></div><div class="ttdeci">CLTensor c</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00120">GEMM.cpp:120</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
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@@ -23075,13 +23264,13 @@
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00779">779</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
 <p>References <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00148">vget_high_qs16()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00138">vget_low_qs16()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00780"></a><span class="lineno">  780</span>&#160;{</div><div class="line"><a name="l00781"></a><span class="lineno">  781</span>&#160;    <span class="keyword">const</span> int32x4_t fixed_point_position_s32 = vdupq_n_s32(-fixed_point_position);</div><div class="line"><a name="l00782"></a><span class="lineno">  782</span>&#160;</div><div class="line"><a name="l00783"></a><span class="lineno">  783</span>&#160;    <span class="comment">// Initialize the temporary results with a constant used to round up the result</span></div><div class="line"><a name="l00784"></a><span class="lineno">  784</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#abd854c117af4dbd12633db2fbc01dd49">qint32x4_t</a> tmp0 = vdupq_n_s32(1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00785"></a><span class="lineno">  785</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#abd854c117af4dbd12633db2fbc01dd49">qint32x4_t</a> tmp1 = tmp0;</div><div class="line"><a name="l00786"></a><span class="lineno">  786</span>&#160;</div><div class="line"><a name="l00787"></a><span class="lineno">  787</span>&#160;    <span class="comment">// Vector multiply-accumulate long</span></div><div class="line"><a name="l00788"></a><span class="lineno">  788</span>&#160;    tmp0 = vmlal_s16(tmp0, <a class="code" href="namespacearm__compute.xhtml#ae895c5b470fcf069afd626bb36c63e3d">vget_low_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>), <a class="code" href="namespacearm__compute.xhtml#ae895c5b470fcf069afd626bb36c63e3d">vget_low_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">c</a>));</div><div class="line"><a name="l00789"></a><span class="lineno">  789</span>&#160;    tmp1 = vmlal_s16(tmp1, <a class="code" href="namespacearm__compute.xhtml#ac2edef8bf07bce91b37aa02b952b8ed6">vget_high_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>), <a class="code" href="namespacearm__compute.xhtml#ac2edef8bf07bce91b37aa02b952b8ed6">vget_high_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">c</a>));</div><div class="line"><a name="l00790"></a><span class="lineno">  790</span>&#160;</div><div class="line"><a name="l00791"></a><span class="lineno">  791</span>&#160;    <span class="comment">// Shift right by fixed_point_position</span></div><div class="line"><a name="l00792"></a><span class="lineno">  792</span>&#160;    tmp0 = vqshlq_s32(tmp0, fixed_point_position_s32);</div><div class="line"><a name="l00793"></a><span class="lineno">  793</span>&#160;    tmp1 = vqshlq_s32(tmp1, fixed_point_position_s32);</div><div class="line"><a name="l00794"></a><span class="lineno">  794</span>&#160;</div><div class="line"><a name="l00795"></a><span class="lineno">  795</span>&#160;    <span class="comment">// Convert back to qint16 and accumulate</span></div><div class="line"><a name="l00796"></a><span class="lineno">  796</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> res = vcombine_s16(vqmovn_s32(tmp0), vqmovn_s32(tmp1));</div><div class="line"><a name="l00797"></a><span class="lineno">  797</span>&#160;    <span class="keywordflow">return</span> vqaddq_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, res);</div><div class="line"><a name="l00798"></a><span class="lineno">  798</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00780"></a><span class="lineno">  780</span>&#160;{</div><div class="line"><a name="l00781"></a><span class="lineno">  781</span>&#160;    <span class="keyword">const</span> int32x4_t fixed_point_position_s32 = vdupq_n_s32(-fixed_point_position);</div><div class="line"><a name="l00782"></a><span class="lineno">  782</span>&#160;</div><div class="line"><a name="l00783"></a><span class="lineno">  783</span>&#160;    <span class="comment">// Initialize the temporary results with a constant used to round up the result</span></div><div class="line"><a name="l00784"></a><span class="lineno">  784</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#abd854c117af4dbd12633db2fbc01dd49">qint32x4_t</a> tmp0 = vdupq_n_s32(1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00785"></a><span class="lineno">  785</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#abd854c117af4dbd12633db2fbc01dd49">qint32x4_t</a> tmp1 = tmp0;</div><div class="line"><a name="l00786"></a><span class="lineno">  786</span>&#160;</div><div class="line"><a name="l00787"></a><span class="lineno">  787</span>&#160;    <span class="comment">// Vector multiply-accumulate long</span></div><div class="line"><a name="l00788"></a><span class="lineno">  788</span>&#160;    tmp0 = vmlal_s16(tmp0, <a class="code" href="namespacearm__compute.xhtml#ae895c5b470fcf069afd626bb36c63e3d">vget_low_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>), <a class="code" href="namespacearm__compute.xhtml#ae895c5b470fcf069afd626bb36c63e3d">vget_low_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">c</a>));</div><div class="line"><a name="l00789"></a><span class="lineno">  789</span>&#160;    tmp1 = vmlal_s16(tmp1, <a class="code" href="namespacearm__compute.xhtml#ac2edef8bf07bce91b37aa02b952b8ed6">vget_high_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>), <a class="code" href="namespacearm__compute.xhtml#ac2edef8bf07bce91b37aa02b952b8ed6">vget_high_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">c</a>));</div><div class="line"><a name="l00790"></a><span class="lineno">  790</span>&#160;</div><div class="line"><a name="l00791"></a><span class="lineno">  791</span>&#160;    <span class="comment">// Shift right by fixed_point_position</span></div><div class="line"><a name="l00792"></a><span class="lineno">  792</span>&#160;    tmp0 = vqshlq_s32(tmp0, fixed_point_position_s32);</div><div class="line"><a name="l00793"></a><span class="lineno">  793</span>&#160;    tmp1 = vqshlq_s32(tmp1, fixed_point_position_s32);</div><div class="line"><a name="l00794"></a><span class="lineno">  794</span>&#160;</div><div class="line"><a name="l00795"></a><span class="lineno">  795</span>&#160;    <span class="comment">// Convert back to qint16 and accumulate</span></div><div class="line"><a name="l00796"></a><span class="lineno">  796</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> res = vcombine_s16(vqmovn_s32(tmp0), vqmovn_s32(tmp1));</div><div class="line"><a name="l00797"></a><span class="lineno">  797</span>&#160;    <span class="keywordflow">return</span> vqaddq_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, res);</div><div class="line"><a name="l00798"></a><span class="lineno">  798</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_ac2edef8bf07bce91b37aa02b952b8ed6"><div class="ttname"><a href="namespacearm__compute.xhtml#ac2edef8bf07bce91b37aa02b952b8ed6">arm_compute::vget_high_qs16</a></div><div class="ttdeci">qint16x4_t vget_high_qs16(qint16x8_t a)</div><div class="ttdoc">Get the higher half of a 16 elements vector. </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00148">NEFixedPoint.inl:148</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a4e15143176bfacdde8b06f4bb0b67427"><div class="ttname"><a href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">arm_compute::qint16x8_t</a></div><div class="ttdeci">int16x8_t qint16x8_t</div><div class="ttdoc">16 bit fixed point vector with 8 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00045">NEFixedPoint.h:45</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_ae895c5b470fcf069afd626bb36c63e3d"><div class="ttname"><a href="namespacearm__compute.xhtml#ae895c5b470fcf069afd626bb36c63e3d">arm_compute::vget_low_qs16</a></div><div class="ttdeci">qint16x4_t vget_low_qs16(qint16x8_t a)</div><div class="ttdoc">Get the lower half of a 16 elements vector. </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00138">NEFixedPoint.inl:138</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_abd854c117af4dbd12633db2fbc01dd49"><div class="ttname"><a href="namespacearm__compute.xhtml#abd854c117af4dbd12633db2fbc01dd49">arm_compute::qint32x4_t</a></div><div class="ttdeci">int32x4_t qint32x4_t</div><div class="ttdoc">32 bit fixed point vector with 4 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00050">NEFixedPoint.h:50</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a497347573faa3778743ddf277f861094"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">arm_compute::test::validation::c</a></div><div class="ttdeci">Tensor c</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00117">GEMM.cpp:117</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a497347573faa3778743ddf277f861094"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">arm_compute::test::validation::c</a></div><div class="ttdeci">CLTensor c</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00120">GEMM.cpp:120</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
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 </div>
 </div>
@@ -23143,11 +23332,11 @@
 <dl class="section return"><dt>Returns</dt><dd>The result of the 8 bit fixed point vector multiply-accumulate.The result is saturated in case of overflow </dd></dl>
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00758">758</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
-<div class="fragment"><div class="line"><a name="l00759"></a><span class="lineno">  759</span>&#160;{</div><div class="line"><a name="l00760"></a><span class="lineno">  760</span>&#160;    <span class="keyword">const</span> int16x8_t fixed_point_position_s16 = vdupq_n_s16(-fixed_point_position);</div><div class="line"><a name="l00761"></a><span class="lineno">  761</span>&#160;</div><div class="line"><a name="l00762"></a><span class="lineno">  762</span>&#160;    <span class="comment">// Initialize the temporary results with a constant used to round up the result</span></div><div class="line"><a name="l00763"></a><span class="lineno">  763</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> tmp0 = vdupq_n_s16(1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00764"></a><span class="lineno">  764</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> tmp1 = tmp0;</div><div class="line"><a name="l00765"></a><span class="lineno">  765</span>&#160;</div><div class="line"><a name="l00766"></a><span class="lineno">  766</span>&#160;    <span class="comment">// Vector multiply-accumulate long</span></div><div class="line"><a name="l00767"></a><span class="lineno">  767</span>&#160;    tmp0 = vmlal_s8(tmp0, vget_low_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>), vget_low_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">c</a>));</div><div class="line"><a name="l00768"></a><span class="lineno">  768</span>&#160;    tmp1 = vmlal_s8(tmp1, vget_high_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>), vget_high_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">c</a>));</div><div class="line"><a name="l00769"></a><span class="lineno">  769</span>&#160;</div><div class="line"><a name="l00770"></a><span class="lineno">  770</span>&#160;    <span class="comment">// Shift right by fixed_point_position</span></div><div class="line"><a name="l00771"></a><span class="lineno">  771</span>&#160;    tmp0 = vqshlq_s16(tmp0, fixed_point_position_s16);</div><div class="line"><a name="l00772"></a><span class="lineno">  772</span>&#160;    tmp1 = vqshlq_s16(tmp1, fixed_point_position_s16);</div><div class="line"><a name="l00773"></a><span class="lineno">  773</span>&#160;</div><div class="line"><a name="l00774"></a><span class="lineno">  774</span>&#160;    <span class="comment">// Convert back to qint8 and accumulate</span></div><div class="line"><a name="l00775"></a><span class="lineno">  775</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> res = vcombine_s8(vqmovn_s16(tmp0), vqmovn_s16(tmp1));</div><div class="line"><a name="l00776"></a><span class="lineno">  776</span>&#160;    <span class="keywordflow">return</span> vqaddq_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, res);</div><div class="line"><a name="l00777"></a><span class="lineno">  777</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00759"></a><span class="lineno">  759</span>&#160;{</div><div class="line"><a name="l00760"></a><span class="lineno">  760</span>&#160;    <span class="keyword">const</span> int16x8_t fixed_point_position_s16 = vdupq_n_s16(-fixed_point_position);</div><div class="line"><a name="l00761"></a><span class="lineno">  761</span>&#160;</div><div class="line"><a name="l00762"></a><span class="lineno">  762</span>&#160;    <span class="comment">// Initialize the temporary results with a constant used to round up the result</span></div><div class="line"><a name="l00763"></a><span class="lineno">  763</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> tmp0 = vdupq_n_s16(1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00764"></a><span class="lineno">  764</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> tmp1 = tmp0;</div><div class="line"><a name="l00765"></a><span class="lineno">  765</span>&#160;</div><div class="line"><a name="l00766"></a><span class="lineno">  766</span>&#160;    <span class="comment">// Vector multiply-accumulate long</span></div><div class="line"><a name="l00767"></a><span class="lineno">  767</span>&#160;    tmp0 = vmlal_s8(tmp0, vget_low_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>), vget_low_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">c</a>));</div><div class="line"><a name="l00768"></a><span class="lineno">  768</span>&#160;    tmp1 = vmlal_s8(tmp1, vget_high_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>), vget_high_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">c</a>));</div><div class="line"><a name="l00769"></a><span class="lineno">  769</span>&#160;</div><div class="line"><a name="l00770"></a><span class="lineno">  770</span>&#160;    <span class="comment">// Shift right by fixed_point_position</span></div><div class="line"><a name="l00771"></a><span class="lineno">  771</span>&#160;    tmp0 = vqshlq_s16(tmp0, fixed_point_position_s16);</div><div class="line"><a name="l00772"></a><span class="lineno">  772</span>&#160;    tmp1 = vqshlq_s16(tmp1, fixed_point_position_s16);</div><div class="line"><a name="l00773"></a><span class="lineno">  773</span>&#160;</div><div class="line"><a name="l00774"></a><span class="lineno">  774</span>&#160;    <span class="comment">// Convert back to qint8 and accumulate</span></div><div class="line"><a name="l00775"></a><span class="lineno">  775</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> res = vcombine_s8(vqmovn_s16(tmp0), vqmovn_s16(tmp1));</div><div class="line"><a name="l00776"></a><span class="lineno">  776</span>&#160;    <span class="keywordflow">return</span> vqaddq_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, res);</div><div class="line"><a name="l00777"></a><span class="lineno">  777</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a5b99ed49abd6b7bf13dafdd17bcef855"><div class="ttname"><a href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">arm_compute::qint8x16_t</a></div><div class="ttdeci">int8x16_t qint8x16_t</div><div class="ttdoc">8 bit fixed point vector with 16 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00037">NEFixedPoint.h:37</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a4e15143176bfacdde8b06f4bb0b67427"><div class="ttname"><a href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">arm_compute::qint16x8_t</a></div><div class="ttdeci">int16x8_t qint16x8_t</div><div class="ttdoc">16 bit fixed point vector with 8 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00045">NEFixedPoint.h:45</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a497347573faa3778743ddf277f861094"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">arm_compute::test::validation::c</a></div><div class="ttdeci">Tensor c</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00117">GEMM.cpp:117</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a497347573faa3778743ddf277f861094"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">arm_compute::test::validation::c</a></div><div class="ttdeci">CLTensor c</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00120">GEMM.cpp:120</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
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@@ -23224,7 +23413,7 @@
 </div><div class="memdoc">
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00223">223</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
-<div class="fragment"><div class="line"><a name="l00224"></a><span class="lineno">  224</span>&#160;{</div><div class="line"><a name="l00225"></a><span class="lineno">  225</span>&#160;    <span class="keywordflow">return</span> vqmovn_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l00226"></a><span class="lineno">  226</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00224"></a><span class="lineno">  224</span>&#160;{</div><div class="line"><a name="l00225"></a><span class="lineno">  225</span>&#160;    <span class="keywordflow">return</span> vqmovn_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l00226"></a><span class="lineno">  226</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
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@@ -23251,7 +23440,7 @@
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 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00228">228</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
-<div class="fragment"><div class="line"><a name="l00229"></a><span class="lineno">  229</span>&#160;{</div><div class="line"><a name="l00230"></a><span class="lineno">  230</span>&#160;    <span class="keywordflow">return</span> vqmovn_s32(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l00231"></a><span class="lineno">  231</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00229"></a><span class="lineno">  229</span>&#160;{</div><div class="line"><a name="l00230"></a><span class="lineno">  230</span>&#160;    <span class="keywordflow">return</span> vqmovn_s32(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l00231"></a><span class="lineno">  231</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
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@@ -23307,9 +23496,9 @@
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00570">570</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
 <p>Referenced by <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01468">vqexp_qs16()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01785">vqinvsqrt_qs16()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01156">vqrecip_qs16()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01939">vqtanh_qs16()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01363">vqtaylor_poly_qs16()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00571"></a><span class="lineno">  571</span>&#160;{</div><div class="line"><a name="l00572"></a><span class="lineno">  572</span>&#160;    <span class="keyword">const</span> int32x4_t fixed_point_position_s32 = vdupq_n_s32(-fixed_point_position);</div><div class="line"><a name="l00573"></a><span class="lineno">  573</span>&#160;</div><div class="line"><a name="l00574"></a><span class="lineno">  574</span>&#160;    <span class="comment">// Initialize the temporary result with a constant used to round up the result</span></div><div class="line"><a name="l00575"></a><span class="lineno">  575</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#abd854c117af4dbd12633db2fbc01dd49">qint32x4_t</a> res = vdupq_n_s32(1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00576"></a><span class="lineno">  576</span>&#160;</div><div class="line"><a name="l00577"></a><span class="lineno">  577</span>&#160;    <span class="comment">// Vector multiply-accumulate long</span></div><div class="line"><a name="l00578"></a><span class="lineno">  578</span>&#160;    res = vmlal_s16(res, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00579"></a><span class="lineno">  579</span>&#160;</div><div class="line"><a name="l00580"></a><span class="lineno">  580</span>&#160;    <span class="comment">// Shift right by fixed_point_position</span></div><div class="line"><a name="l00581"></a><span class="lineno">  581</span>&#160;    res = vqshlq_s32(res, fixed_point_position_s32);</div><div class="line"><a name="l00582"></a><span class="lineno">  582</span>&#160;</div><div class="line"><a name="l00583"></a><span class="lineno">  583</span>&#160;    <span class="comment">// Convert back to qint16 and saturate</span></div><div class="line"><a name="l00584"></a><span class="lineno">  584</span>&#160;    <span class="keywordflow">return</span> vqmovn_s32(res);</div><div class="line"><a name="l00585"></a><span class="lineno">  585</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00571"></a><span class="lineno">  571</span>&#160;{</div><div class="line"><a name="l00572"></a><span class="lineno">  572</span>&#160;    <span class="keyword">const</span> int32x4_t fixed_point_position_s32 = vdupq_n_s32(-fixed_point_position);</div><div class="line"><a name="l00573"></a><span class="lineno">  573</span>&#160;</div><div class="line"><a name="l00574"></a><span class="lineno">  574</span>&#160;    <span class="comment">// Initialize the temporary result with a constant used to round up the result</span></div><div class="line"><a name="l00575"></a><span class="lineno">  575</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#abd854c117af4dbd12633db2fbc01dd49">qint32x4_t</a> res = vdupq_n_s32(1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00576"></a><span class="lineno">  576</span>&#160;</div><div class="line"><a name="l00577"></a><span class="lineno">  577</span>&#160;    <span class="comment">// Vector multiply-accumulate long</span></div><div class="line"><a name="l00578"></a><span class="lineno">  578</span>&#160;    res = vmlal_s16(res, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00579"></a><span class="lineno">  579</span>&#160;</div><div class="line"><a name="l00580"></a><span class="lineno">  580</span>&#160;    <span class="comment">// Shift right by fixed_point_position</span></div><div class="line"><a name="l00581"></a><span class="lineno">  581</span>&#160;    res = vqshlq_s32(res, fixed_point_position_s32);</div><div class="line"><a name="l00582"></a><span class="lineno">  582</span>&#160;</div><div class="line"><a name="l00583"></a><span class="lineno">  583</span>&#160;    <span class="comment">// Convert back to qint16 and saturate</span></div><div class="line"><a name="l00584"></a><span class="lineno">  584</span>&#160;    <span class="keywordflow">return</span> vqmovn_s32(res);</div><div class="line"><a name="l00585"></a><span class="lineno">  585</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_abd854c117af4dbd12633db2fbc01dd49"><div class="ttname"><a href="namespacearm__compute.xhtml#abd854c117af4dbd12633db2fbc01dd49">arm_compute::qint32x4_t</a></div><div class="ttdeci">int32x4_t qint32x4_t</div><div class="ttdoc">32 bit fixed point vector with 4 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00050">NEFixedPoint.h:50</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
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@@ -23365,9 +23554,9 @@
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00553">553</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
 <p>Referenced by <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01442">vqexp_qs8()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01758">vqinvsqrt_qs8()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01130">vqrecip_qs8()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01926">vqtanh_qs8()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01347">vqtaylor_poly_qs8()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00554"></a><span class="lineno">  554</span>&#160;{</div><div class="line"><a name="l00555"></a><span class="lineno">  555</span>&#160;    <span class="keyword">const</span> int16x8_t fixed_point_position_s16 = vdupq_n_s16(-fixed_point_position);</div><div class="line"><a name="l00556"></a><span class="lineno">  556</span>&#160;</div><div class="line"><a name="l00557"></a><span class="lineno">  557</span>&#160;    <span class="comment">// Initialize the temporary result with a constant used to round up the result</span></div><div class="line"><a name="l00558"></a><span class="lineno">  558</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> res = vdupq_n_s16(1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00559"></a><span class="lineno">  559</span>&#160;</div><div class="line"><a name="l00560"></a><span class="lineno">  560</span>&#160;    <span class="comment">// Vector multiply-accumulate long</span></div><div class="line"><a name="l00561"></a><span class="lineno">  561</span>&#160;    res = vmlal_s8(res, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00562"></a><span class="lineno">  562</span>&#160;</div><div class="line"><a name="l00563"></a><span class="lineno">  563</span>&#160;    <span class="comment">// Shift right by fixed_point_position</span></div><div class="line"><a name="l00564"></a><span class="lineno">  564</span>&#160;    res = vqshlq_s16(res, fixed_point_position_s16);</div><div class="line"><a name="l00565"></a><span class="lineno">  565</span>&#160;</div><div class="line"><a name="l00566"></a><span class="lineno">  566</span>&#160;    <span class="comment">// Convert back to qint8 and saturate</span></div><div class="line"><a name="l00567"></a><span class="lineno">  567</span>&#160;    <span class="keywordflow">return</span> vqmovn_s16(res);</div><div class="line"><a name="l00568"></a><span class="lineno">  568</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00554"></a><span class="lineno">  554</span>&#160;{</div><div class="line"><a name="l00555"></a><span class="lineno">  555</span>&#160;    <span class="keyword">const</span> int16x8_t fixed_point_position_s16 = vdupq_n_s16(-fixed_point_position);</div><div class="line"><a name="l00556"></a><span class="lineno">  556</span>&#160;</div><div class="line"><a name="l00557"></a><span class="lineno">  557</span>&#160;    <span class="comment">// Initialize the temporary result with a constant used to round up the result</span></div><div class="line"><a name="l00558"></a><span class="lineno">  558</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> res = vdupq_n_s16(1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00559"></a><span class="lineno">  559</span>&#160;</div><div class="line"><a name="l00560"></a><span class="lineno">  560</span>&#160;    <span class="comment">// Vector multiply-accumulate long</span></div><div class="line"><a name="l00561"></a><span class="lineno">  561</span>&#160;    res = vmlal_s8(res, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00562"></a><span class="lineno">  562</span>&#160;</div><div class="line"><a name="l00563"></a><span class="lineno">  563</span>&#160;    <span class="comment">// Shift right by fixed_point_position</span></div><div class="line"><a name="l00564"></a><span class="lineno">  564</span>&#160;    res = vqshlq_s16(res, fixed_point_position_s16);</div><div class="line"><a name="l00565"></a><span class="lineno">  565</span>&#160;</div><div class="line"><a name="l00566"></a><span class="lineno">  566</span>&#160;    <span class="comment">// Convert back to qint8 and saturate</span></div><div class="line"><a name="l00567"></a><span class="lineno">  567</span>&#160;    <span class="keywordflow">return</span> vqmovn_s16(res);</div><div class="line"><a name="l00568"></a><span class="lineno">  568</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a4e15143176bfacdde8b06f4bb0b67427"><div class="ttname"><a href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">arm_compute::qint16x8_t</a></div><div class="ttdeci">int16x8_t qint16x8_t</div><div class="ttdoc">16 bit fixed point vector with 8 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00045">NEFixedPoint.h:45</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
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 </div>
 </div>
@@ -23425,11 +23614,11 @@
 <p>References <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00148">vget_high_qs16()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00138">vget_low_qs16()</a>.</p>
 
 <p>Referenced by <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01663">vlogq_qs16()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01520">vqexpq_qs16()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01897">vqinvsqrtq_qs16()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01983">vqpowq_qs16()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01265">vqrecipq_qs16()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01965">vqtanhq_qs16()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01427">vqtaylor_polyq_qs16()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00608"></a><span class="lineno">  608</span>&#160;{</div><div class="line"><a name="l00609"></a><span class="lineno">  609</span>&#160;    <span class="keyword">const</span> int32x4_t fixed_point_position_s32 = vdupq_n_s32(-fixed_point_position);</div><div class="line"><a name="l00610"></a><span class="lineno">  610</span>&#160;</div><div class="line"><a name="l00611"></a><span class="lineno">  611</span>&#160;    <span class="comment">// Initialize the temporary results with a constant used to round up the result</span></div><div class="line"><a name="l00612"></a><span class="lineno">  612</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#abd854c117af4dbd12633db2fbc01dd49">qint32x4_t</a> res0 = vdupq_n_s32(1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00613"></a><span class="lineno">  613</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#abd854c117af4dbd12633db2fbc01dd49">qint32x4_t</a> res1 = res0;</div><div class="line"><a name="l00614"></a><span class="lineno">  614</span>&#160;</div><div class="line"><a name="l00615"></a><span class="lineno">  615</span>&#160;    <span class="comment">// Vector multiply-accumulate long</span></div><div class="line"><a name="l00616"></a><span class="lineno">  616</span>&#160;    res0 = vmlal_s16(res0, <a class="code" href="namespacearm__compute.xhtml#ae895c5b470fcf069afd626bb36c63e3d">vget_low_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), <a class="code" href="namespacearm__compute.xhtml#ae895c5b470fcf069afd626bb36c63e3d">vget_low_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>));</div><div class="line"><a name="l00617"></a><span class="lineno">  617</span>&#160;    res1 = vmlal_s16(res1, <a class="code" href="namespacearm__compute.xhtml#ac2edef8bf07bce91b37aa02b952b8ed6">vget_high_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), <a class="code" href="namespacearm__compute.xhtml#ac2edef8bf07bce91b37aa02b952b8ed6">vget_high_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>));</div><div class="line"><a name="l00618"></a><span class="lineno">  618</span>&#160;</div><div class="line"><a name="l00619"></a><span class="lineno">  619</span>&#160;    <span class="comment">// Shift right by fixed_point_position</span></div><div class="line"><a name="l00620"></a><span class="lineno">  620</span>&#160;    res0 = vqshlq_s32(res0, fixed_point_position_s32);</div><div class="line"><a name="l00621"></a><span class="lineno">  621</span>&#160;    res1 = vqshlq_s32(res1, fixed_point_position_s32);</div><div class="line"><a name="l00622"></a><span class="lineno">  622</span>&#160;</div><div class="line"><a name="l00623"></a><span class="lineno">  623</span>&#160;    <span class="comment">// Convert back to qint16 and saturate</span></div><div class="line"><a name="l00624"></a><span class="lineno">  624</span>&#160;    <span class="keywordflow">return</span> vcombine_s16(vqmovn_s32(res0), vqmovn_s32(res1));</div><div class="line"><a name="l00625"></a><span class="lineno">  625</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00608"></a><span class="lineno">  608</span>&#160;{</div><div class="line"><a name="l00609"></a><span class="lineno">  609</span>&#160;    <span class="keyword">const</span> int32x4_t fixed_point_position_s32 = vdupq_n_s32(-fixed_point_position);</div><div class="line"><a name="l00610"></a><span class="lineno">  610</span>&#160;</div><div class="line"><a name="l00611"></a><span class="lineno">  611</span>&#160;    <span class="comment">// Initialize the temporary results with a constant used to round up the result</span></div><div class="line"><a name="l00612"></a><span class="lineno">  612</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#abd854c117af4dbd12633db2fbc01dd49">qint32x4_t</a> res0 = vdupq_n_s32(1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00613"></a><span class="lineno">  613</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#abd854c117af4dbd12633db2fbc01dd49">qint32x4_t</a> res1 = res0;</div><div class="line"><a name="l00614"></a><span class="lineno">  614</span>&#160;</div><div class="line"><a name="l00615"></a><span class="lineno">  615</span>&#160;    <span class="comment">// Vector multiply-accumulate long</span></div><div class="line"><a name="l00616"></a><span class="lineno">  616</span>&#160;    res0 = vmlal_s16(res0, <a class="code" href="namespacearm__compute.xhtml#ae895c5b470fcf069afd626bb36c63e3d">vget_low_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), <a class="code" href="namespacearm__compute.xhtml#ae895c5b470fcf069afd626bb36c63e3d">vget_low_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>));</div><div class="line"><a name="l00617"></a><span class="lineno">  617</span>&#160;    res1 = vmlal_s16(res1, <a class="code" href="namespacearm__compute.xhtml#ac2edef8bf07bce91b37aa02b952b8ed6">vget_high_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), <a class="code" href="namespacearm__compute.xhtml#ac2edef8bf07bce91b37aa02b952b8ed6">vget_high_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>));</div><div class="line"><a name="l00618"></a><span class="lineno">  618</span>&#160;</div><div class="line"><a name="l00619"></a><span class="lineno">  619</span>&#160;    <span class="comment">// Shift right by fixed_point_position</span></div><div class="line"><a name="l00620"></a><span class="lineno">  620</span>&#160;    res0 = vqshlq_s32(res0, fixed_point_position_s32);</div><div class="line"><a name="l00621"></a><span class="lineno">  621</span>&#160;    res1 = vqshlq_s32(res1, fixed_point_position_s32);</div><div class="line"><a name="l00622"></a><span class="lineno">  622</span>&#160;</div><div class="line"><a name="l00623"></a><span class="lineno">  623</span>&#160;    <span class="comment">// Convert back to qint16 and saturate</span></div><div class="line"><a name="l00624"></a><span class="lineno">  624</span>&#160;    <span class="keywordflow">return</span> vcombine_s16(vqmovn_s32(res0), vqmovn_s32(res1));</div><div class="line"><a name="l00625"></a><span class="lineno">  625</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_ac2edef8bf07bce91b37aa02b952b8ed6"><div class="ttname"><a href="namespacearm__compute.xhtml#ac2edef8bf07bce91b37aa02b952b8ed6">arm_compute::vget_high_qs16</a></div><div class="ttdeci">qint16x4_t vget_high_qs16(qint16x8_t a)</div><div class="ttdoc">Get the higher half of a 16 elements vector. </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00148">NEFixedPoint.inl:148</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_ae895c5b470fcf069afd626bb36c63e3d"><div class="ttname"><a href="namespacearm__compute.xhtml#ae895c5b470fcf069afd626bb36c63e3d">arm_compute::vget_low_qs16</a></div><div class="ttdeci">qint16x4_t vget_low_qs16(qint16x8_t a)</div><div class="ttdoc">Get the lower half of a 16 elements vector. </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00138">NEFixedPoint.inl:138</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_abd854c117af4dbd12633db2fbc01dd49"><div class="ttname"><a href="namespacearm__compute.xhtml#abd854c117af4dbd12633db2fbc01dd49">arm_compute::qint32x4_t</a></div><div class="ttdeci">int32x4_t qint32x4_t</div><div class="ttdoc">32 bit fixed point vector with 4 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00050">NEFixedPoint.h:50</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
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@@ -23485,9 +23674,9 @@
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00587">587</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
 <p>Referenced by <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01494">vqexpq_qs8()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01870">vqinvsqrtq_qs8()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01978">vqpowq_qs8()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01238">vqrecipq_qs8()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01952">vqtanhq_qs8()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01411">vqtaylor_polyq_qs8()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00588"></a><span class="lineno">  588</span>&#160;{</div><div class="line"><a name="l00589"></a><span class="lineno">  589</span>&#160;    <span class="keyword">const</span> int16x8_t fixed_point_position_s16 = vdupq_n_s16(-fixed_point_position);</div><div class="line"><a name="l00590"></a><span class="lineno">  590</span>&#160;</div><div class="line"><a name="l00591"></a><span class="lineno">  591</span>&#160;    <span class="comment">// Initialize the temporary results with a constant used to round up the result</span></div><div class="line"><a name="l00592"></a><span class="lineno">  592</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> res0 = vdupq_n_s16(1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00593"></a><span class="lineno">  593</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> res1 = res0;</div><div class="line"><a name="l00594"></a><span class="lineno">  594</span>&#160;</div><div class="line"><a name="l00595"></a><span class="lineno">  595</span>&#160;    <span class="comment">// Vector multiply-accumulate long</span></div><div class="line"><a name="l00596"></a><span class="lineno">  596</span>&#160;    res0 = vmlal_s8(res0, vget_low_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vget_low_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>));</div><div class="line"><a name="l00597"></a><span class="lineno">  597</span>&#160;    res1 = vmlal_s8(res1, vget_high_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vget_high_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>));</div><div class="line"><a name="l00598"></a><span class="lineno">  598</span>&#160;</div><div class="line"><a name="l00599"></a><span class="lineno">  599</span>&#160;    <span class="comment">// Shift right by fixed_point_position</span></div><div class="line"><a name="l00600"></a><span class="lineno">  600</span>&#160;    res0 = vqshlq_s16(res0, fixed_point_position_s16);</div><div class="line"><a name="l00601"></a><span class="lineno">  601</span>&#160;    res1 = vqshlq_s16(res1, fixed_point_position_s16);</div><div class="line"><a name="l00602"></a><span class="lineno">  602</span>&#160;</div><div class="line"><a name="l00603"></a><span class="lineno">  603</span>&#160;    <span class="comment">// Convert back to qint8 and saturate</span></div><div class="line"><a name="l00604"></a><span class="lineno">  604</span>&#160;    <span class="keywordflow">return</span> vcombine_s8(vqmovn_s16(res0), vqmovn_s16(res1));</div><div class="line"><a name="l00605"></a><span class="lineno">  605</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l00588"></a><span class="lineno">  588</span>&#160;{</div><div class="line"><a name="l00589"></a><span class="lineno">  589</span>&#160;    <span class="keyword">const</span> int16x8_t fixed_point_position_s16 = vdupq_n_s16(-fixed_point_position);</div><div class="line"><a name="l00590"></a><span class="lineno">  590</span>&#160;</div><div class="line"><a name="l00591"></a><span class="lineno">  591</span>&#160;    <span class="comment">// Initialize the temporary results with a constant used to round up the result</span></div><div class="line"><a name="l00592"></a><span class="lineno">  592</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> res0 = vdupq_n_s16(1 &lt;&lt; (fixed_point_position - 1));</div><div class="line"><a name="l00593"></a><span class="lineno">  593</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> res1 = res0;</div><div class="line"><a name="l00594"></a><span class="lineno">  594</span>&#160;</div><div class="line"><a name="l00595"></a><span class="lineno">  595</span>&#160;    <span class="comment">// Vector multiply-accumulate long</span></div><div class="line"><a name="l00596"></a><span class="lineno">  596</span>&#160;    res0 = vmlal_s8(res0, vget_low_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vget_low_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>));</div><div class="line"><a name="l00597"></a><span class="lineno">  597</span>&#160;    res1 = vmlal_s8(res1, vget_high_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vget_high_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>));</div><div class="line"><a name="l00598"></a><span class="lineno">  598</span>&#160;</div><div class="line"><a name="l00599"></a><span class="lineno">  599</span>&#160;    <span class="comment">// Shift right by fixed_point_position</span></div><div class="line"><a name="l00600"></a><span class="lineno">  600</span>&#160;    res0 = vqshlq_s16(res0, fixed_point_position_s16);</div><div class="line"><a name="l00601"></a><span class="lineno">  601</span>&#160;    res1 = vqshlq_s16(res1, fixed_point_position_s16);</div><div class="line"><a name="l00602"></a><span class="lineno">  602</span>&#160;</div><div class="line"><a name="l00603"></a><span class="lineno">  603</span>&#160;    <span class="comment">// Convert back to qint8 and saturate</span></div><div class="line"><a name="l00604"></a><span class="lineno">  604</span>&#160;    <span class="keywordflow">return</span> vcombine_s8(vqmovn_s16(res0), vqmovn_s16(res1));</div><div class="line"><a name="l00605"></a><span class="lineno">  605</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a4e15143176bfacdde8b06f4bb0b67427"><div class="ttname"><a href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">arm_compute::qint16x8_t</a></div><div class="ttdeci">int16x8_t qint16x8_t</div><div class="ttdoc">16 bit fixed point vector with 8 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00045">NEFixedPoint.h:45</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
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 </div>
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@@ -23544,10 +23733,10 @@
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01983">1983</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
 <p>References <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01663">vlogq_qs16()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01520">vqexpq_qs16()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00607">vqmulq_qs16()</a>.</p>
-<div class="fragment"><div class="line"><a name="l01984"></a><span class="lineno"> 1984</span>&#160;{</div><div class="line"><a name="l01985"></a><span class="lineno"> 1985</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute.xhtml#a5b5e085002cf5a69fb80e6991d0a4556">vqexpq_qs16</a>(<a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>, <a class="code" href="namespacearm__compute.xhtml#a756ac701185cfc4924443db164fd65ae">vlogq_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, fixed_point_position), fixed_point_position), fixed_point_position);</div><div class="line"><a name="l01986"></a><span class="lineno"> 1986</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l01984"></a><span class="lineno"> 1984</span>&#160;{</div><div class="line"><a name="l01985"></a><span class="lineno"> 1985</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute.xhtml#a5b5e085002cf5a69fb80e6991d0a4556">vqexpq_qs16</a>(<a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>, <a class="code" href="namespacearm__compute.xhtml#a756ac701185cfc4924443db164fd65ae">vlogq_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, fixed_point_position), fixed_point_position), fixed_point_position);</div><div class="line"><a name="l01986"></a><span class="lineno"> 1986</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a982d792d366430a954d96e8575d3c313"><div class="ttname"><a href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">arm_compute::vqmulq_qs16</a></div><div class="ttdeci">qint16x8_t vqmulq_qs16(qint16x8_t a, qint16x8_t b, int fixed_point_position)</div><div class="ttdoc">16 bit fixed point vector saturating multiply (8 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00607">NEFixedPoint.inl:607</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a5b5e085002cf5a69fb80e6991d0a4556"><div class="ttname"><a href="namespacearm__compute.xhtml#a5b5e085002cf5a69fb80e6991d0a4556">arm_compute::vqexpq_qs16</a></div><div class="ttdeci">qint16x8_t vqexpq_qs16(qint16x8_t a, int fixed_point_position)</div><div class="ttdoc">Calculate saturating exponential fixed point 16 bit (8 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l01520">NEFixedPoint.inl:1520</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a756ac701185cfc4924443db164fd65ae"><div class="ttname"><a href="namespacearm__compute.xhtml#a756ac701185cfc4924443db164fd65ae">arm_compute::vlogq_qs16</a></div><div class="ttdeci">qint16x8_t vlogq_qs16(qint16x8_t a, int fixed_point_position)</div><div class="ttdoc">Calculate logarithm fixed point 16 bit (8 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l01663">NEFixedPoint.inl:1663</a></div></div>
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@@ -23606,10 +23795,10 @@
 
 <p>References <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01624">vlogq_qs8()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01494">vqexpq_qs8()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00587">vqmulq_qs8()</a>.</p>
 <div class="fragment"><div class="line"><a name="l01979"></a><span class="lineno"> 1979</span>&#160;{</div><div class="line"><a name="l01980"></a><span class="lineno"> 1980</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute.xhtml#ae6cf1822b8fbad305677650a2b751247">vqexpq_qs8</a>(<a class="code" href="namespacearm__compute.xhtml#a081c0605c83155125ad95a144a1d6071">vqmulq_qs8</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>, <a class="code" href="namespacearm__compute.xhtml#a340b9cd5ad88f1a821498c6fad80e82c">vlogq_qs8</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, fixed_point_position), fixed_point_position), fixed_point_position);</div><div class="line"><a name="l01981"></a><span class="lineno"> 1981</span>&#160;}</div><div class="ttc" id="namespacearm__compute_xhtml_a340b9cd5ad88f1a821498c6fad80e82c"><div class="ttname"><a href="namespacearm__compute.xhtml#a340b9cd5ad88f1a821498c6fad80e82c">arm_compute::vlogq_qs8</a></div><div class="ttdeci">qint8x16_t vlogq_qs8(qint8x16_t a, int fixed_point_position)</div><div class="ttdoc">Calculate logarithm fixed point 16bit (16 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l01624">NEFixedPoint.inl:1624</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_ae6cf1822b8fbad305677650a2b751247"><div class="ttname"><a href="namespacearm__compute.xhtml#ae6cf1822b8fbad305677650a2b751247">arm_compute::vqexpq_qs8</a></div><div class="ttdeci">qint8x16_t vqexpq_qs8(qint8x16_t a, int fixed_point_position)</div><div class="ttdoc">Calculate saturating exponential fixed point 8bit (16 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l01494">NEFixedPoint.inl:1494</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a081c0605c83155125ad95a144a1d6071"><div class="ttname"><a href="namespacearm__compute.xhtml#a081c0605c83155125ad95a144a1d6071">arm_compute::vqmulq_qs8</a></div><div class="ttdeci">qint8x16_t vqmulq_qs8(qint8x16_t a, qint8x16_t b, int fixed_point_position)</div><div class="ttdoc">8 bit fixed point vector saturating multiply (16 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00587">NEFixedPoint.inl:587</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
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@@ -23651,7 +23840,7 @@
 
 <p>Referenced by <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01939">vqtanh_qs16()</a>.</p>
 <div class="fragment"><div class="line"><a name="l01157"></a><span class="lineno"> 1157</span>&#160;{</div><div class="line"><a name="l01158"></a><span class="lineno"> 1158</span>&#160;    <span class="comment">// We need two bits to store 2, thus we can only support formats from Q2.13 to Q15.0</span></div><div class="line"><a name="l01159"></a><span class="lineno"> 1159</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> const_48_over_17 = vdup_n_s16(0x5A5A &gt;&gt; (13 - fixed_point_position)); <span class="comment">// 2.823</span></div><div class="line"><a name="l01160"></a><span class="lineno"> 1160</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> const_32_over_17 = vdup_n_s16(0x3C3C &gt;&gt; (13 - fixed_point_position)); <span class="comment">// 1.8823</span></div><div class="line"><a name="l01161"></a><span class="lineno"> 1161</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> const_one        = vdup_n_s16(1 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01162"></a><span class="lineno"> 1162</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> const_two        = vdup_n_s16(2 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01163"></a><span class="lineno"> 1163</span>&#160;</div><div class="line"><a name="l01164"></a><span class="lineno"> 1164</span>&#160;    <span class="comment">// Find shift value</span></div><div class="line"><a name="l01165"></a><span class="lineno"> 1165</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> shift_value = vqneg_s16(vqsub_s16(vdup_n_s16(8), vqadd_s16(vclz_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vdup_n_s16(fixed_point_position))));</div><div class="line"><a name="l01166"></a><span class="lineno"> 1166</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> temp        = vqshl_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, shift_value);</div><div class="line"><a name="l01167"></a><span class="lineno"> 1167</span>&#160;</div><div class="line"><a name="l01168"></a><span class="lineno"> 1168</span>&#160;    <span class="comment">// Newton-Raphson division initial estimate X0 calculation</span></div><div class="line"><a name="l01169"></a><span class="lineno"> 1169</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> x = vqsub_s16(const_48_over_17, <a class="code" href="namespacearm__compute.xhtml#aec34399f16d824f79571abe464556466">vqmul_qs16</a>(temp, const_32_over_17, fixed_point_position));</div><div class="line"><a name="l01170"></a><span class="lineno"> 1170</span>&#160;</div><div class="line"><a name="l01171"></a><span class="lineno"> 1171</span>&#160;    uint16x4_t set_one = vcgt_s16(x, const_one);</div><div class="line"><a name="l01172"></a><span class="lineno"> 1172</span>&#160;    x                  = vbsl_s16(set_one, const_one, x);</div><div class="line"><a name="l01173"></a><span class="lineno"> 1173</span>&#160;</div><div class="line"><a name="l01174"></a><span class="lineno"> 1174</span>&#160;    <span class="comment">// Use four iterations of Newton-Raphson  method to get the result</span></div><div class="line"><a name="l01175"></a><span class="lineno"> 1175</span>&#160;    x = <a class="code" href="namespacearm__compute.xhtml#aec34399f16d824f79571abe464556466">vqmul_qs16</a>(x, vqsub_s16(const_two, <a class="code" href="namespacearm__compute.xhtml#aec34399f16d824f79571abe464556466">vqmul_qs16</a>(temp, x, fixed_point_position)), fixed_point_position);</div><div class="line"><a name="l01176"></a><span class="lineno"> 1176</span>&#160;    x = <a class="code" href="namespacearm__compute.xhtml#aec34399f16d824f79571abe464556466">vqmul_qs16</a>(x, vqsub_s16(const_two, <a class="code" href="namespacearm__compute.xhtml#aec34399f16d824f79571abe464556466">vqmul_qs16</a>(temp, x, fixed_point_position)), fixed_point_position);</div><div class="line"><a name="l01177"></a><span class="lineno"> 1177</span>&#160;    x = <a class="code" href="namespacearm__compute.xhtml#aec34399f16d824f79571abe464556466">vqmul_qs16</a>(x, vqsub_s16(const_two, <a class="code" href="namespacearm__compute.xhtml#aec34399f16d824f79571abe464556466">vqmul_qs16</a>(temp, x, fixed_point_position)), fixed_point_position);</div><div class="line"><a name="l01178"></a><span class="lineno"> 1178</span>&#160;    x = <a class="code" href="namespacearm__compute.xhtml#aec34399f16d824f79571abe464556466">vqmul_qs16</a>(x, vqsub_s16(const_two, <a class="code" href="namespacearm__compute.xhtml#aec34399f16d824f79571abe464556466">vqmul_qs16</a>(temp, x, fixed_point_position)), fixed_point_position);</div><div class="line"><a name="l01179"></a><span class="lineno"> 1179</span>&#160;</div><div class="line"><a name="l01180"></a><span class="lineno"> 1180</span>&#160;    <span class="keywordflow">return</span> vqshl_s16(x, shift_value);</div><div class="line"><a name="l01181"></a><span class="lineno"> 1181</span>&#160;}</div><div class="ttc" id="namespacearm__compute_xhtml_aec34399f16d824f79571abe464556466"><div class="ttname"><a href="namespacearm__compute.xhtml#aec34399f16d824f79571abe464556466">arm_compute::vqmul_qs16</a></div><div class="ttdeci">qint16x4_t vqmul_qs16(qint16x4_t a, qint16x4_t b, int fixed_point_position)</div><div class="ttdoc">16 bit fixed point vector saturating multiply (4 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00570">NEFixedPoint.inl:570</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a82c56f0856f56d430393e6a00baee983"><div class="ttname"><a href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">arm_compute::qint16x4_t</a></div><div class="ttdeci">int16x4_t qint16x4_t</div><div class="ttdoc">16 bit fixed point vector with 4 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00041">NEFixedPoint.h:41</a></div></div>
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@@ -23693,7 +23882,7 @@
 <p>References <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00553">vqmul_qs8()</a>.</p>
 
 <p>Referenced by <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01926">vqtanh_qs8()</a>.</p>
-<div class="fragment"><div class="line"><a name="l01131"></a><span class="lineno"> 1131</span>&#160;{</div><div class="line"><a name="l01132"></a><span class="lineno"> 1132</span>&#160;    <span class="comment">// We need two bits to store 2, thus we can only support formats from Q2.5 to Q7.0</span></div><div class="line"><a name="l01133"></a><span class="lineno"> 1133</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> const_48_over_17 = vdup_n_s8(0x5A &gt;&gt; (5 - fixed_point_position));   <span class="comment">// 2.823</span></div><div class="line"><a name="l01134"></a><span class="lineno"> 1134</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> const_32_over_17 = vdup_n_s8((0x3C &gt;&gt; (5 - fixed_point_position))); <span class="comment">// 1.8823</span></div><div class="line"><a name="l01135"></a><span class="lineno"> 1135</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> const_one        = vdup_n_s8(1 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01136"></a><span class="lineno"> 1136</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> const_two        = vdup_n_s8(2 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01137"></a><span class="lineno"> 1137</span>&#160;</div><div class="line"><a name="l01138"></a><span class="lineno"> 1138</span>&#160;    <span class="comment">// Find shift value</span></div><div class="line"><a name="l01139"></a><span class="lineno"> 1139</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> shift_value = vqneg_s8(vqsub_s8(vdup_n_s8(8), vqadd_s8(vclz_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vdup_n_s8(fixed_point_position))));</div><div class="line"><a name="l01140"></a><span class="lineno"> 1140</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> temp        = vqshl_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, shift_value);</div><div class="line"><a name="l01141"></a><span class="lineno"> 1141</span>&#160;</div><div class="line"><a name="l01142"></a><span class="lineno"> 1142</span>&#160;    <span class="comment">// Newton-Raphson division initial estimate X0 calculation</span></div><div class="line"><a name="l01143"></a><span class="lineno"> 1143</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> x = vqsub_s8(const_48_over_17, <a class="code" href="namespacearm__compute.xhtml#a746205173d1a1f3955fa0c26b5be3b10">vqmul_qs8</a>(temp, const_32_over_17, fixed_point_position));</div><div class="line"><a name="l01144"></a><span class="lineno"> 1144</span>&#160;</div><div class="line"><a name="l01145"></a><span class="lineno"> 1145</span>&#160;    uint8x8_t set_one = vcgt_s8(x, const_one);</div><div class="line"><a name="l01146"></a><span class="lineno"> 1146</span>&#160;    x                 = vbsl_s8(set_one, const_one, x);</div><div class="line"><a name="l01147"></a><span class="lineno"> 1147</span>&#160;</div><div class="line"><a name="l01148"></a><span class="lineno"> 1148</span>&#160;    <span class="comment">// Use three iterations of Newton-Raphson  method to get the result</span></div><div class="line"><a name="l01149"></a><span class="lineno"> 1149</span>&#160;    x = <a class="code" href="namespacearm__compute.xhtml#a746205173d1a1f3955fa0c26b5be3b10">vqmul_qs8</a>(x, vqsub_s8(const_two, <a class="code" href="namespacearm__compute.xhtml#a746205173d1a1f3955fa0c26b5be3b10">vqmul_qs8</a>(temp, x, fixed_point_position)), fixed_point_position);</div><div class="line"><a name="l01150"></a><span class="lineno"> 1150</span>&#160;    x = <a class="code" href="namespacearm__compute.xhtml#a746205173d1a1f3955fa0c26b5be3b10">vqmul_qs8</a>(x, vqsub_s8(const_two, <a class="code" href="namespacearm__compute.xhtml#a746205173d1a1f3955fa0c26b5be3b10">vqmul_qs8</a>(temp, x, fixed_point_position)), fixed_point_position);</div><div class="line"><a name="l01151"></a><span class="lineno"> 1151</span>&#160;    x = <a class="code" href="namespacearm__compute.xhtml#a746205173d1a1f3955fa0c26b5be3b10">vqmul_qs8</a>(x, vqsub_s8(const_two, <a class="code" href="namespacearm__compute.xhtml#a746205173d1a1f3955fa0c26b5be3b10">vqmul_qs8</a>(temp, x, fixed_point_position)), fixed_point_position);</div><div class="line"><a name="l01152"></a><span class="lineno"> 1152</span>&#160;</div><div class="line"><a name="l01153"></a><span class="lineno"> 1153</span>&#160;    <span class="keywordflow">return</span> vqshl_s8(x, shift_value);</div><div class="line"><a name="l01154"></a><span class="lineno"> 1154</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l01131"></a><span class="lineno"> 1131</span>&#160;{</div><div class="line"><a name="l01132"></a><span class="lineno"> 1132</span>&#160;    <span class="comment">// We need two bits to store 2, thus we can only support formats from Q2.5 to Q7.0</span></div><div class="line"><a name="l01133"></a><span class="lineno"> 1133</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> const_48_over_17 = vdup_n_s8(0x5A &gt;&gt; (5 - fixed_point_position));   <span class="comment">// 2.823</span></div><div class="line"><a name="l01134"></a><span class="lineno"> 1134</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> const_32_over_17 = vdup_n_s8((0x3C &gt;&gt; (5 - fixed_point_position))); <span class="comment">// 1.8823</span></div><div class="line"><a name="l01135"></a><span class="lineno"> 1135</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> const_one        = vdup_n_s8(1 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01136"></a><span class="lineno"> 1136</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> const_two        = vdup_n_s8(2 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01137"></a><span class="lineno"> 1137</span>&#160;</div><div class="line"><a name="l01138"></a><span class="lineno"> 1138</span>&#160;    <span class="comment">// Find shift value</span></div><div class="line"><a name="l01139"></a><span class="lineno"> 1139</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> shift_value = vqneg_s8(vqsub_s8(vdup_n_s8(8), vqadd_s8(vclz_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vdup_n_s8(fixed_point_position))));</div><div class="line"><a name="l01140"></a><span class="lineno"> 1140</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> temp        = vqshl_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, shift_value);</div><div class="line"><a name="l01141"></a><span class="lineno"> 1141</span>&#160;</div><div class="line"><a name="l01142"></a><span class="lineno"> 1142</span>&#160;    <span class="comment">// Newton-Raphson division initial estimate X0 calculation</span></div><div class="line"><a name="l01143"></a><span class="lineno"> 1143</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> x = vqsub_s8(const_48_over_17, <a class="code" href="namespacearm__compute.xhtml#a746205173d1a1f3955fa0c26b5be3b10">vqmul_qs8</a>(temp, const_32_over_17, fixed_point_position));</div><div class="line"><a name="l01144"></a><span class="lineno"> 1144</span>&#160;</div><div class="line"><a name="l01145"></a><span class="lineno"> 1145</span>&#160;    uint8x8_t set_one = vcgt_s8(x, const_one);</div><div class="line"><a name="l01146"></a><span class="lineno"> 1146</span>&#160;    x                 = vbsl_s8(set_one, const_one, x);</div><div class="line"><a name="l01147"></a><span class="lineno"> 1147</span>&#160;</div><div class="line"><a name="l01148"></a><span class="lineno"> 1148</span>&#160;    <span class="comment">// Use three iterations of Newton-Raphson  method to get the result</span></div><div class="line"><a name="l01149"></a><span class="lineno"> 1149</span>&#160;    x = <a class="code" href="namespacearm__compute.xhtml#a746205173d1a1f3955fa0c26b5be3b10">vqmul_qs8</a>(x, vqsub_s8(const_two, <a class="code" href="namespacearm__compute.xhtml#a746205173d1a1f3955fa0c26b5be3b10">vqmul_qs8</a>(temp, x, fixed_point_position)), fixed_point_position);</div><div class="line"><a name="l01150"></a><span class="lineno"> 1150</span>&#160;    x = <a class="code" href="namespacearm__compute.xhtml#a746205173d1a1f3955fa0c26b5be3b10">vqmul_qs8</a>(x, vqsub_s8(const_two, <a class="code" href="namespacearm__compute.xhtml#a746205173d1a1f3955fa0c26b5be3b10">vqmul_qs8</a>(temp, x, fixed_point_position)), fixed_point_position);</div><div class="line"><a name="l01151"></a><span class="lineno"> 1151</span>&#160;    x = <a class="code" href="namespacearm__compute.xhtml#a746205173d1a1f3955fa0c26b5be3b10">vqmul_qs8</a>(x, vqsub_s8(const_two, <a class="code" href="namespacearm__compute.xhtml#a746205173d1a1f3955fa0c26b5be3b10">vqmul_qs8</a>(temp, x, fixed_point_position)), fixed_point_position);</div><div class="line"><a name="l01152"></a><span class="lineno"> 1152</span>&#160;</div><div class="line"><a name="l01153"></a><span class="lineno"> 1153</span>&#160;    <span class="keywordflow">return</span> vqshl_s8(x, shift_value);</div><div class="line"><a name="l01154"></a><span class="lineno"> 1154</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a746205173d1a1f3955fa0c26b5be3b10"><div class="ttname"><a href="namespacearm__compute.xhtml#a746205173d1a1f3955fa0c26b5be3b10">arm_compute::vqmul_qs8</a></div><div class="ttdeci">qint8x8_t vqmul_qs8(qint8x8_t a, qint8x8_t b, int fixed_point_position)</div><div class="ttdoc">8 bit fixed point vector saturating multiply (8 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00553">NEFixedPoint.inl:553</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a16a1bee14f1db073f75caa76dacf5078"><div class="ttname"><a href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">arm_compute::qint8x8_t</a></div><div class="ttdeci">int8x8_t qint8x8_t</div><div class="ttdoc">8 bit fixed point vector with 8 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00033">NEFixedPoint.h:33</a></div></div>
 </div><!-- fragment -->
@@ -23737,7 +23926,7 @@
 
 <p>Referenced by <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01663">vlogq_qs16()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01965">vqtanhq_qs16()</a>.</p>
 <div class="fragment"><div class="line"><a name="l01266"></a><span class="lineno"> 1266</span>&#160;{</div><div class="line"><a name="l01267"></a><span class="lineno"> 1267</span>&#160;    <span class="comment">// We need two bits to store 2, thus we can only support formats from Q2.13 to Q15.0</span></div><div class="line"><a name="l01268"></a><span class="lineno"> 1268</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> const_48_over_17 = vdupq_n_s16(0x5A56 &gt;&gt; (13 - fixed_point_position)); <span class="comment">// 2.823</span></div><div class="line"><a name="l01269"></a><span class="lineno"> 1269</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> const_32_over_17 = vdupq_n_s16(0x3C3C &gt;&gt; (13 - fixed_point_position)); <span class="comment">// 1.8823</span></div><div class="line"><a name="l01270"></a><span class="lineno"> 1270</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> const_one        = vdupq_n_s16(1 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01271"></a><span class="lineno"> 1271</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> const_two        = vdupq_n_s16(2 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01272"></a><span class="lineno"> 1272</span>&#160;</div><div class="line"><a name="l01273"></a><span class="lineno"> 1273</span>&#160;    <span class="comment">// Find shift value</span></div><div class="line"><a name="l01274"></a><span class="lineno"> 1274</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> shift_value = vqnegq_s16(vqsubq_s16(vdupq_n_s16(16), vqaddq_s16(vclzq_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vdupq_n_s16(fixed_point_position))));</div><div class="line"><a name="l01275"></a><span class="lineno"> 1275</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> temp        = vqshlq_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, shift_value);</div><div class="line"><a name="l01276"></a><span class="lineno"> 1276</span>&#160;</div><div class="line"><a name="l01277"></a><span class="lineno"> 1277</span>&#160;    <span class="comment">// Newton-Raphson division initial estimate X0 calculation</span></div><div class="line"><a name="l01278"></a><span class="lineno"> 1278</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> x = <a class="code" href="namespacearm__compute.xhtml#a9edb31327a1e06c730d5a09b14dcfeb9">vqsubq_qs16</a>(const_48_over_17, <a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(temp, const_32_over_17, fixed_point_position));</div><div class="line"><a name="l01279"></a><span class="lineno"> 1279</span>&#160;</div><div class="line"><a name="l01280"></a><span class="lineno"> 1280</span>&#160;    <span class="comment">// Set initial guess to one if x &gt; 1</span></div><div class="line"><a name="l01281"></a><span class="lineno"> 1281</span>&#160;    uint16x8_t set_one = vcgtq_s16(x, const_one);</div><div class="line"><a name="l01282"></a><span class="lineno"> 1282</span>&#160;    x                  = vbslq_s16(set_one, const_one, x);</div><div class="line"><a name="l01283"></a><span class="lineno"> 1283</span>&#160;</div><div class="line"><a name="l01284"></a><span class="lineno"> 1284</span>&#160;    <span class="comment">// Use four iterations of Newton-Raphson  method to get the result</span></div><div class="line"><a name="l01285"></a><span class="lineno"> 1285</span>&#160;    x = <a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(x, vqsubq_s16(const_two, <a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(temp, x, fixed_point_position)), fixed_point_position);</div><div class="line"><a name="l01286"></a><span class="lineno"> 1286</span>&#160;    x = <a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(x, vqsubq_s16(const_two, <a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(temp, x, fixed_point_position)), fixed_point_position);</div><div class="line"><a name="l01287"></a><span class="lineno"> 1287</span>&#160;    x = <a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(x, vqsubq_s16(const_two, <a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(temp, x, fixed_point_position)), fixed_point_position);</div><div class="line"><a name="l01288"></a><span class="lineno"> 1288</span>&#160;    x = <a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(x, vqsubq_s16(const_two, <a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(temp, x, fixed_point_position)), fixed_point_position);</div><div class="line"><a name="l01289"></a><span class="lineno"> 1289</span>&#160;</div><div class="line"><a name="l01290"></a><span class="lineno"> 1290</span>&#160;    <span class="comment">// Saturate result in case of overflow</span></div><div class="line"><a name="l01291"></a><span class="lineno"> 1291</span>&#160;    <span class="keywordflow">return</span> vbslq_s16(vceqq_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, vdupq_n_s16(0)), vdupq_n_s16(<a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ad91bb73431b4de1f4946ed949d444849">std::numeric_limits&lt;int16_t&gt;::max</a>()), vqshlq_s16(x, shift_value));</div><div class="line"><a name="l01292"></a><span class="lineno"> 1292</span>&#160;}</div><div class="ttc" id="namespacearm__compute_xhtml_a9edb31327a1e06c730d5a09b14dcfeb9"><div class="ttname"><a href="namespacearm__compute.xhtml#a9edb31327a1e06c730d5a09b14dcfeb9">arm_compute::vqsubq_qs16</a></div><div class="ttdeci">qint16x8_t vqsubq_qs16(qint16x8_t a, qint16x8_t b)</div><div class="ttdoc">16 bit fixed point vector saturating subtraction (8 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00474">NEFixedPoint.inl:474</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a982d792d366430a954d96e8575d3c313"><div class="ttname"><a href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">arm_compute::vqmulq_qs16</a></div><div class="ttdeci">qint16x8_t vqmulq_qs16(qint16x8_t a, qint16x8_t b, int fixed_point_position)</div><div class="ttdoc">16 bit fixed point vector saturating multiply (8 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00607">NEFixedPoint.inl:607</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a4e15143176bfacdde8b06f4bb0b67427"><div class="ttname"><a href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">arm_compute::qint16x8_t</a></div><div class="ttdeci">int16x8_t qint16x8_t</div><div class="ttdoc">16 bit fixed point vector with 8 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00045">NEFixedPoint.h:45</a></div></div>
 <div class="ttc" id="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail_xhtml_ad91bb73431b4de1f4946ed949d444849"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ad91bb73431b4de1f4946ed949d444849">arm_compute::test::fixed_point_arithmetic::detail::max</a></div><div class="ttdeci">fixed_point&lt; T &gt; max(fixed_point&lt; T &gt; x, fixed_point&lt; T &gt; y)</div><div class="ttdef"><b>Definition:</b> <a href="tests_2validation_2_fixed_point_8h_source.xhtml#l00889">FixedPoint.h:889</a></div></div>
@@ -23781,7 +23970,7 @@
 <p>References <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00587">vqmulq_qs8()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00469">vqsubq_qs8()</a>.</p>
 
 <p>Referenced by <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01952">vqtanhq_qs8()</a>.</p>
-<div class="fragment"><div class="line"><a name="l01239"></a><span class="lineno"> 1239</span>&#160;{</div><div class="line"><a name="l01240"></a><span class="lineno"> 1240</span>&#160;    <span class="comment">// We need two bits to store 2, thus we can only support formats from Q2.5 to Q7.0</span></div><div class="line"><a name="l01241"></a><span class="lineno"> 1241</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> const_48_over_17 = vdupq_n_s8(0x5A &gt;&gt; (5 - fixed_point_position));   <span class="comment">// 2.823</span></div><div class="line"><a name="l01242"></a><span class="lineno"> 1242</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> const_32_over_17 = vdupq_n_s8((0x3C &gt;&gt; (5 - fixed_point_position))); <span class="comment">// -1.8823</span></div><div class="line"><a name="l01243"></a><span class="lineno"> 1243</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> const_one        = vdupq_n_s8(1 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01244"></a><span class="lineno"> 1244</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> const_two        = vdupq_n_s8(2 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01245"></a><span class="lineno"> 1245</span>&#160;</div><div class="line"><a name="l01246"></a><span class="lineno"> 1246</span>&#160;    <span class="comment">// Find shift value</span></div><div class="line"><a name="l01247"></a><span class="lineno"> 1247</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> shift_value = vqnegq_s8(vqsubq_s8(vdupq_n_s8(8), vqaddq_s8(vclzq_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vdupq_n_s8(fixed_point_position))));</div><div class="line"><a name="l01248"></a><span class="lineno"> 1248</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> temp        = vqshlq_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, shift_value);</div><div class="line"><a name="l01249"></a><span class="lineno"> 1249</span>&#160;</div><div class="line"><a name="l01250"></a><span class="lineno"> 1250</span>&#160;    <span class="comment">// Newton-Raphson division initial estimate X0 calculation</span></div><div class="line"><a name="l01251"></a><span class="lineno"> 1251</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> x = <a class="code" href="namespacearm__compute.xhtml#ab2a6ce3d8239e49c81af1ebc617680b4">vqsubq_qs8</a>(const_48_over_17, <a class="code" href="namespacearm__compute.xhtml#a081c0605c83155125ad95a144a1d6071">vqmulq_qs8</a>(temp, const_32_over_17, fixed_point_position));</div><div class="line"><a name="l01252"></a><span class="lineno"> 1252</span>&#160;</div><div class="line"><a name="l01253"></a><span class="lineno"> 1253</span>&#160;    <span class="comment">// Set initial guess to one if x &gt; 1</span></div><div class="line"><a name="l01254"></a><span class="lineno"> 1254</span>&#160;    uint8x16_t set_one = vcgtq_s8(x, const_one);</div><div class="line"><a name="l01255"></a><span class="lineno"> 1255</span>&#160;    x                  = vbslq_s8(set_one, const_one, x);</div><div class="line"><a name="l01256"></a><span class="lineno"> 1256</span>&#160;</div><div class="line"><a name="l01257"></a><span class="lineno"> 1257</span>&#160;    <span class="comment">// Use three iterations of Newton-Raphson  method to get the result</span></div><div class="line"><a name="l01258"></a><span class="lineno"> 1258</span>&#160;    x = <a class="code" href="namespacearm__compute.xhtml#a081c0605c83155125ad95a144a1d6071">vqmulq_qs8</a>(x, vqsubq_s8(const_two, <a class="code" href="namespacearm__compute.xhtml#a081c0605c83155125ad95a144a1d6071">vqmulq_qs8</a>(temp, x, fixed_point_position)), fixed_point_position);</div><div class="line"><a name="l01259"></a><span class="lineno"> 1259</span>&#160;    x = <a class="code" href="namespacearm__compute.xhtml#a081c0605c83155125ad95a144a1d6071">vqmulq_qs8</a>(x, vqsubq_s8(const_two, <a class="code" href="namespacearm__compute.xhtml#a081c0605c83155125ad95a144a1d6071">vqmulq_qs8</a>(temp, x, fixed_point_position)), fixed_point_position);</div><div class="line"><a name="l01260"></a><span class="lineno"> 1260</span>&#160;    x = <a class="code" href="namespacearm__compute.xhtml#a081c0605c83155125ad95a144a1d6071">vqmulq_qs8</a>(x, vqsubq_s8(const_two, <a class="code" href="namespacearm__compute.xhtml#a081c0605c83155125ad95a144a1d6071">vqmulq_qs8</a>(temp, x, fixed_point_position)), fixed_point_position);</div><div class="line"><a name="l01261"></a><span class="lineno"> 1261</span>&#160;</div><div class="line"><a name="l01262"></a><span class="lineno"> 1262</span>&#160;    <span class="keywordflow">return</span> vqshlq_s8(x, shift_value);</div><div class="line"><a name="l01263"></a><span class="lineno"> 1263</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l01239"></a><span class="lineno"> 1239</span>&#160;{</div><div class="line"><a name="l01240"></a><span class="lineno"> 1240</span>&#160;    <span class="comment">// We need two bits to store 2, thus we can only support formats from Q2.5 to Q7.0</span></div><div class="line"><a name="l01241"></a><span class="lineno"> 1241</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> const_48_over_17 = vdupq_n_s8(0x5A &gt;&gt; (5 - fixed_point_position));   <span class="comment">// 2.823</span></div><div class="line"><a name="l01242"></a><span class="lineno"> 1242</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> const_32_over_17 = vdupq_n_s8((0x3C &gt;&gt; (5 - fixed_point_position))); <span class="comment">// -1.8823</span></div><div class="line"><a name="l01243"></a><span class="lineno"> 1243</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> const_one        = vdupq_n_s8(1 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01244"></a><span class="lineno"> 1244</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> const_two        = vdupq_n_s8(2 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01245"></a><span class="lineno"> 1245</span>&#160;</div><div class="line"><a name="l01246"></a><span class="lineno"> 1246</span>&#160;    <span class="comment">// Find shift value</span></div><div class="line"><a name="l01247"></a><span class="lineno"> 1247</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> shift_value = vqnegq_s8(vqsubq_s8(vdupq_n_s8(8), vqaddq_s8(vclzq_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vdupq_n_s8(fixed_point_position))));</div><div class="line"><a name="l01248"></a><span class="lineno"> 1248</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> temp        = vqshlq_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, shift_value);</div><div class="line"><a name="l01249"></a><span class="lineno"> 1249</span>&#160;</div><div class="line"><a name="l01250"></a><span class="lineno"> 1250</span>&#160;    <span class="comment">// Newton-Raphson division initial estimate X0 calculation</span></div><div class="line"><a name="l01251"></a><span class="lineno"> 1251</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> x = <a class="code" href="namespacearm__compute.xhtml#ab2a6ce3d8239e49c81af1ebc617680b4">vqsubq_qs8</a>(const_48_over_17, <a class="code" href="namespacearm__compute.xhtml#a081c0605c83155125ad95a144a1d6071">vqmulq_qs8</a>(temp, const_32_over_17, fixed_point_position));</div><div class="line"><a name="l01252"></a><span class="lineno"> 1252</span>&#160;</div><div class="line"><a name="l01253"></a><span class="lineno"> 1253</span>&#160;    <span class="comment">// Set initial guess to one if x &gt; 1</span></div><div class="line"><a name="l01254"></a><span class="lineno"> 1254</span>&#160;    uint8x16_t set_one = vcgtq_s8(x, const_one);</div><div class="line"><a name="l01255"></a><span class="lineno"> 1255</span>&#160;    x                  = vbslq_s8(set_one, const_one, x);</div><div class="line"><a name="l01256"></a><span class="lineno"> 1256</span>&#160;</div><div class="line"><a name="l01257"></a><span class="lineno"> 1257</span>&#160;    <span class="comment">// Use three iterations of Newton-Raphson  method to get the result</span></div><div class="line"><a name="l01258"></a><span class="lineno"> 1258</span>&#160;    x = <a class="code" href="namespacearm__compute.xhtml#a081c0605c83155125ad95a144a1d6071">vqmulq_qs8</a>(x, vqsubq_s8(const_two, <a class="code" href="namespacearm__compute.xhtml#a081c0605c83155125ad95a144a1d6071">vqmulq_qs8</a>(temp, x, fixed_point_position)), fixed_point_position);</div><div class="line"><a name="l01259"></a><span class="lineno"> 1259</span>&#160;    x = <a class="code" href="namespacearm__compute.xhtml#a081c0605c83155125ad95a144a1d6071">vqmulq_qs8</a>(x, vqsubq_s8(const_two, <a class="code" href="namespacearm__compute.xhtml#a081c0605c83155125ad95a144a1d6071">vqmulq_qs8</a>(temp, x, fixed_point_position)), fixed_point_position);</div><div class="line"><a name="l01260"></a><span class="lineno"> 1260</span>&#160;    x = <a class="code" href="namespacearm__compute.xhtml#a081c0605c83155125ad95a144a1d6071">vqmulq_qs8</a>(x, vqsubq_s8(const_two, <a class="code" href="namespacearm__compute.xhtml#a081c0605c83155125ad95a144a1d6071">vqmulq_qs8</a>(temp, x, fixed_point_position)), fixed_point_position);</div><div class="line"><a name="l01261"></a><span class="lineno"> 1261</span>&#160;</div><div class="line"><a name="l01262"></a><span class="lineno"> 1262</span>&#160;    <span class="keywordflow">return</span> vqshlq_s8(x, shift_value);</div><div class="line"><a name="l01263"></a><span class="lineno"> 1263</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a5b99ed49abd6b7bf13dafdd17bcef855"><div class="ttname"><a href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">arm_compute::qint8x16_t</a></div><div class="ttdeci">int8x16_t qint8x16_t</div><div class="ttdoc">8 bit fixed point vector with 16 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00037">NEFixedPoint.h:37</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a081c0605c83155125ad95a144a1d6071"><div class="ttname"><a href="namespacearm__compute.xhtml#a081c0605c83155125ad95a144a1d6071">arm_compute::vqmulq_qs8</a></div><div class="ttdeci">qint8x16_t vqmulq_qs8(qint8x16_t a, qint8x16_t b, int fixed_point_position)</div><div class="ttdoc">8 bit fixed point vector saturating multiply (16 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00587">NEFixedPoint.inl:587</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_ab2a6ce3d8239e49c81af1ebc617680b4"><div class="ttname"><a href="namespacearm__compute.xhtml#ab2a6ce3d8239e49c81af1ebc617680b4">arm_compute::vqsubq_qs8</a></div><div class="ttdeci">qint8x16_t vqsubq_qs8(qint8x16_t a, qint8x16_t b)</div><div class="ttdoc">8 bit fixed point vector saturating subtraction (16 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00469">NEFixedPoint.inl:469</a></div></div>
@@ -23833,8 +24022,8 @@
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00464">464</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
 <p>Referenced by <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01939">vqtanh_qs16()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00465"></a><span class="lineno">  465</span>&#160;{</div><div class="line"><a name="l00466"></a><span class="lineno">  466</span>&#160;    <span class="keywordflow">return</span> vqsub_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00467"></a><span class="lineno">  467</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="fragment"><div class="line"><a name="l00465"></a><span class="lineno">  465</span>&#160;{</div><div class="line"><a name="l00466"></a><span class="lineno">  466</span>&#160;    <span class="keywordflow">return</span> vqsub_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00467"></a><span class="lineno">  467</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -23883,8 +24072,8 @@
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00459">459</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
 <p>Referenced by <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01926">vqtanh_qs8()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00460"></a><span class="lineno">  460</span>&#160;{</div><div class="line"><a name="l00461"></a><span class="lineno">  461</span>&#160;    <span class="keywordflow">return</span> vqsub_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00462"></a><span class="lineno">  462</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="fragment"><div class="line"><a name="l00460"></a><span class="lineno">  460</span>&#160;{</div><div class="line"><a name="l00461"></a><span class="lineno">  461</span>&#160;    <span class="keywordflow">return</span> vqsub_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00462"></a><span class="lineno">  462</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
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@@ -23933,8 +24122,8 @@
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00474">474</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
 <p>Referenced by <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01520">vqexpq_qs16()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01265">vqrecipq_qs16()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01965">vqtanhq_qs16()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00475"></a><span class="lineno">  475</span>&#160;{</div><div class="line"><a name="l00476"></a><span class="lineno">  476</span>&#160;    <span class="keywordflow">return</span> vqsubq_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00477"></a><span class="lineno">  477</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="fragment"><div class="line"><a name="l00475"></a><span class="lineno">  475</span>&#160;{</div><div class="line"><a name="l00476"></a><span class="lineno">  476</span>&#160;    <span class="keywordflow">return</span> vqsubq_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00477"></a><span class="lineno">  477</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
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@@ -23983,8 +24172,8 @@
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00469">469</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
 <p>Referenced by <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01494">vqexpq_qs8()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01238">vqrecipq_qs8()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01952">vqtanhq_qs8()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00470"></a><span class="lineno">  470</span>&#160;{</div><div class="line"><a name="l00471"></a><span class="lineno">  471</span>&#160;    <span class="keywordflow">return</span> vqsubq_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00472"></a><span class="lineno">  472</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="fragment"><div class="line"><a name="l00470"></a><span class="lineno">  470</span>&#160;{</div><div class="line"><a name="l00471"></a><span class="lineno">  471</span>&#160;    <span class="keywordflow">return</span> vqsubq_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00472"></a><span class="lineno">  472</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
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@@ -24034,7 +24223,7 @@
 
 <p>References <a class="el" href="tests_2validation_2_fixed_point_8h_source.xhtml#l00939">arm_compute::test::fixed_point_arithmetic::detail::tanh()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00409">vqadd_qs16()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01468">vqexp_qs16()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00570">vqmul_qs16()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01156">vqrecip_qs16()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00464">vqsub_qs16()</a>.</p>
 <div class="fragment"><div class="line"><a name="l01940"></a><span class="lineno"> 1940</span>&#160;{</div><div class="line"><a name="l01941"></a><span class="lineno"> 1941</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> const_one = vdup_n_s16(1 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01942"></a><span class="lineno"> 1942</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> const_two = vdup_n_s16(2 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01943"></a><span class="lineno"> 1943</span>&#160;</div><div class="line"><a name="l01944"></a><span class="lineno"> 1944</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> exp2x = <a class="code" href="namespacearm__compute.xhtml#aa3c9489e850081532442f4da59515852">vqexp_qs16</a>(<a class="code" href="namespacearm__compute.xhtml#aec34399f16d824f79571abe464556466">vqmul_qs16</a>(const_two, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, fixed_point_position), fixed_point_position);</div><div class="line"><a name="l01945"></a><span class="lineno"> 1945</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> num   = <a class="code" href="namespacearm__compute.xhtml#a73a131b9775ce771a1a25607a83b0ca9">vqsub_qs16</a>(exp2x, const_one);</div><div class="line"><a name="l01946"></a><span class="lineno"> 1946</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> den   = <a class="code" href="namespacearm__compute.xhtml#ad80ab0f6b783c10e0488cb84a8812e8f">vqadd_qs16</a>(exp2x, const_one);</div><div class="line"><a name="l01947"></a><span class="lineno"> 1947</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#a6854479935f66029852441b051e1a3e0">tanh</a>  = <a class="code" href="namespacearm__compute.xhtml#aec34399f16d824f79571abe464556466">vqmul_qs16</a>(num, <a class="code" href="namespacearm__compute.xhtml#ada5b8019889d6b38b3cb64ccdd3731ca">vqrecip_qs16</a>(den, fixed_point_position), fixed_point_position);</div><div class="line"><a name="l01948"></a><span class="lineno"> 1948</span>&#160;</div><div class="line"><a name="l01949"></a><span class="lineno"> 1949</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#a6854479935f66029852441b051e1a3e0">tanh</a>;</div><div class="line"><a name="l01950"></a><span class="lineno"> 1950</span>&#160;}</div><div class="ttc" id="namespacearm__compute_xhtml_aec34399f16d824f79571abe464556466"><div class="ttname"><a href="namespacearm__compute.xhtml#aec34399f16d824f79571abe464556466">arm_compute::vqmul_qs16</a></div><div class="ttdeci">qint16x4_t vqmul_qs16(qint16x4_t a, qint16x4_t b, int fixed_point_position)</div><div class="ttdoc">16 bit fixed point vector saturating multiply (4 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00570">NEFixedPoint.inl:570</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a73a131b9775ce771a1a25607a83b0ca9"><div class="ttname"><a href="namespacearm__compute.xhtml#a73a131b9775ce771a1a25607a83b0ca9">arm_compute::vqsub_qs16</a></div><div class="ttdeci">qint16x4_t vqsub_qs16(qint16x4_t a, qint16x4_t b)</div><div class="ttdoc">16 bit fixed point vector saturating subtraction (4 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00464">NEFixedPoint.inl:464</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_ad80ab0f6b783c10e0488cb84a8812e8f"><div class="ttname"><a href="namespacearm__compute.xhtml#ad80ab0f6b783c10e0488cb84a8812e8f">arm_compute::vqadd_qs16</a></div><div class="ttdeci">qint16x4_t vqadd_qs16(qint16x4_t a, qint16x4_t b)</div><div class="ttdoc">16 bit fixed point vector saturating add (4 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00409">NEFixedPoint.inl:409</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_aa3c9489e850081532442f4da59515852"><div class="ttname"><a href="namespacearm__compute.xhtml#aa3c9489e850081532442f4da59515852">arm_compute::vqexp_qs16</a></div><div class="ttdeci">qint16x4_t vqexp_qs16(qint16x4_t a, int fixed_point_position)</div><div class="ttdoc">Calculate saturating exponential fixed point 16 bit (4 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l01468">NEFixedPoint.inl:1468</a></div></div>
@@ -24089,7 +24278,7 @@
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01926">1926</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
 <p>References <a class="el" href="tests_2validation_2_fixed_point_8h_source.xhtml#l00939">arm_compute::test::fixed_point_arithmetic::detail::tanh()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00404">vqadd_qs8()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01442">vqexp_qs8()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00553">vqmul_qs8()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01130">vqrecip_qs8()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00459">vqsub_qs8()</a>.</p>
-<div class="fragment"><div class="line"><a name="l01927"></a><span class="lineno"> 1927</span>&#160;{</div><div class="line"><a name="l01928"></a><span class="lineno"> 1928</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> const_one = vdup_n_s8(1 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01929"></a><span class="lineno"> 1929</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> const_two = vdup_n_s8(2 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01930"></a><span class="lineno"> 1930</span>&#160;</div><div class="line"><a name="l01931"></a><span class="lineno"> 1931</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> exp2x = <a class="code" href="namespacearm__compute.xhtml#a635b41196d74b1f2c4d9ee9298444796">vqexp_qs8</a>(<a class="code" href="namespacearm__compute.xhtml#a746205173d1a1f3955fa0c26b5be3b10">vqmul_qs8</a>(const_two, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, fixed_point_position), fixed_point_position);</div><div class="line"><a name="l01932"></a><span class="lineno"> 1932</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> num   = <a class="code" href="namespacearm__compute.xhtml#a5b1437029acce06690a938e09f5a762a">vqsub_qs8</a>(exp2x, const_one);</div><div class="line"><a name="l01933"></a><span class="lineno"> 1933</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> den   = <a class="code" href="namespacearm__compute.xhtml#a8a14fe5fc71105c9bfebb28a58f06a52">vqadd_qs8</a>(exp2x, const_one);</div><div class="line"><a name="l01934"></a><span class="lineno"> 1934</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#a6854479935f66029852441b051e1a3e0">tanh</a>  = <a class="code" href="namespacearm__compute.xhtml#a746205173d1a1f3955fa0c26b5be3b10">vqmul_qs8</a>(num, <a class="code" href="namespacearm__compute.xhtml#a3e6537037711264ed5e8f33c8564c325">vqrecip_qs8</a>(den, fixed_point_position), fixed_point_position);</div><div class="line"><a name="l01935"></a><span class="lineno"> 1935</span>&#160;</div><div class="line"><a name="l01936"></a><span class="lineno"> 1936</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#a6854479935f66029852441b051e1a3e0">tanh</a>;</div><div class="line"><a name="l01937"></a><span class="lineno"> 1937</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l01927"></a><span class="lineno"> 1927</span>&#160;{</div><div class="line"><a name="l01928"></a><span class="lineno"> 1928</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> const_one = vdup_n_s8(1 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01929"></a><span class="lineno"> 1929</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> const_two = vdup_n_s8(2 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01930"></a><span class="lineno"> 1930</span>&#160;</div><div class="line"><a name="l01931"></a><span class="lineno"> 1931</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> exp2x = <a class="code" href="namespacearm__compute.xhtml#a635b41196d74b1f2c4d9ee9298444796">vqexp_qs8</a>(<a class="code" href="namespacearm__compute.xhtml#a746205173d1a1f3955fa0c26b5be3b10">vqmul_qs8</a>(const_two, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, fixed_point_position), fixed_point_position);</div><div class="line"><a name="l01932"></a><span class="lineno"> 1932</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> num   = <a class="code" href="namespacearm__compute.xhtml#a5b1437029acce06690a938e09f5a762a">vqsub_qs8</a>(exp2x, const_one);</div><div class="line"><a name="l01933"></a><span class="lineno"> 1933</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> den   = <a class="code" href="namespacearm__compute.xhtml#a8a14fe5fc71105c9bfebb28a58f06a52">vqadd_qs8</a>(exp2x, const_one);</div><div class="line"><a name="l01934"></a><span class="lineno"> 1934</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#a6854479935f66029852441b051e1a3e0">tanh</a>  = <a class="code" href="namespacearm__compute.xhtml#a746205173d1a1f3955fa0c26b5be3b10">vqmul_qs8</a>(num, <a class="code" href="namespacearm__compute.xhtml#a3e6537037711264ed5e8f33c8564c325">vqrecip_qs8</a>(den, fixed_point_position), fixed_point_position);</div><div class="line"><a name="l01935"></a><span class="lineno"> 1935</span>&#160;</div><div class="line"><a name="l01936"></a><span class="lineno"> 1936</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#a6854479935f66029852441b051e1a3e0">tanh</a>;</div><div class="line"><a name="l01937"></a><span class="lineno"> 1937</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a5b1437029acce06690a938e09f5a762a"><div class="ttname"><a href="namespacearm__compute.xhtml#a5b1437029acce06690a938e09f5a762a">arm_compute::vqsub_qs8</a></div><div class="ttdeci">qint8x8_t vqsub_qs8(qint8x8_t a, qint8x8_t b)</div><div class="ttdoc">8 bit fixed point vector saturating subtraction (8 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00459">NEFixedPoint.inl:459</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a746205173d1a1f3955fa0c26b5be3b10"><div class="ttname"><a href="namespacearm__compute.xhtml#a746205173d1a1f3955fa0c26b5be3b10">arm_compute::vqmul_qs8</a></div><div class="ttdeci">qint8x8_t vqmul_qs8(qint8x8_t a, qint8x8_t b, int fixed_point_position)</div><div class="ttdoc">8 bit fixed point vector saturating multiply (8 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00553">NEFixedPoint.inl:553</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a3e6537037711264ed5e8f33c8564c325"><div class="ttname"><a href="namespacearm__compute.xhtml#a3e6537037711264ed5e8f33c8564c325">arm_compute::vqrecip_qs8</a></div><div class="ttdeci">qint8x8_t vqrecip_qs8(qint8x8_t a, int fixed_point_position)</div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l01130">NEFixedPoint.inl:1130</a></div></div>
@@ -24146,7 +24335,7 @@
 
 <p>References <a class="el" href="tests_2validation_2_fixed_point_8h_source.xhtml#l00939">arm_compute::test::fixed_point_arithmetic::detail::tanh()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00424">vqaddq_qs16()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01520">vqexpq_qs16()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00607">vqmulq_qs16()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01265">vqrecipq_qs16()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00474">vqsubq_qs16()</a>.</p>
 <div class="fragment"><div class="line"><a name="l01966"></a><span class="lineno"> 1966</span>&#160;{</div><div class="line"><a name="l01967"></a><span class="lineno"> 1967</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> const_one = vdupq_n_s16(1 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01968"></a><span class="lineno"> 1968</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> const_two = vdupq_n_s16(2 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01969"></a><span class="lineno"> 1969</span>&#160;</div><div class="line"><a name="l01970"></a><span class="lineno"> 1970</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> exp2x = <a class="code" href="namespacearm__compute.xhtml#a5b5e085002cf5a69fb80e6991d0a4556">vqexpq_qs16</a>(<a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(const_two, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, fixed_point_position), fixed_point_position);</div><div class="line"><a name="l01971"></a><span class="lineno"> 1971</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> num   = <a class="code" href="namespacearm__compute.xhtml#a9edb31327a1e06c730d5a09b14dcfeb9">vqsubq_qs16</a>(exp2x, const_one);</div><div class="line"><a name="l01972"></a><span class="lineno"> 1972</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> den   = <a class="code" href="namespacearm__compute.xhtml#a9d88750b393cdfe6f5685107bb1d98f7">vqaddq_qs16</a>(exp2x, const_one);</div><div class="line"><a name="l01973"></a><span class="lineno"> 1973</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#a6854479935f66029852441b051e1a3e0">tanh</a>  = <a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(num, <a class="code" href="namespacearm__compute.xhtml#a6a368d809128ff6bce989cda02c536d8">vqrecipq_qs16</a>(den, fixed_point_position), fixed_point_position);</div><div class="line"><a name="l01974"></a><span class="lineno"> 1974</span>&#160;</div><div class="line"><a name="l01975"></a><span class="lineno"> 1975</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#a6854479935f66029852441b051e1a3e0">tanh</a>;</div><div class="line"><a name="l01976"></a><span class="lineno"> 1976</span>&#160;}</div><div class="ttc" id="namespacearm__compute_xhtml_a9edb31327a1e06c730d5a09b14dcfeb9"><div class="ttname"><a href="namespacearm__compute.xhtml#a9edb31327a1e06c730d5a09b14dcfeb9">arm_compute::vqsubq_qs16</a></div><div class="ttdeci">qint16x8_t vqsubq_qs16(qint16x8_t a, qint16x8_t b)</div><div class="ttdoc">16 bit fixed point vector saturating subtraction (8 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00474">NEFixedPoint.inl:474</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a982d792d366430a954d96e8575d3c313"><div class="ttname"><a href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">arm_compute::vqmulq_qs16</a></div><div class="ttdeci">qint16x8_t vqmulq_qs16(qint16x8_t a, qint16x8_t b, int fixed_point_position)</div><div class="ttdoc">16 bit fixed point vector saturating multiply (8 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00607">NEFixedPoint.inl:607</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a6a368d809128ff6bce989cda02c536d8"><div class="ttname"><a href="namespacearm__compute.xhtml#a6a368d809128ff6bce989cda02c536d8">arm_compute::vqrecipq_qs16</a></div><div class="ttdeci">qint16x8_t vqrecipq_qs16(qint16x8_t a, int fixed_point_position)</div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l01265">NEFixedPoint.inl:1265</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a4e15143176bfacdde8b06f4bb0b67427"><div class="ttname"><a href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">arm_compute::qint16x8_t</a></div><div class="ttdeci">int16x8_t qint16x8_t</div><div class="ttdoc">16 bit fixed point vector with 8 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00045">NEFixedPoint.h:45</a></div></div>
@@ -24201,7 +24390,7 @@
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01952">1952</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
 <p>References <a class="el" href="tests_2validation_2_fixed_point_8h_source.xhtml#l00939">arm_compute::test::fixed_point_arithmetic::detail::tanh()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00419">vqaddq_qs8()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01494">vqexpq_qs8()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00587">vqmulq_qs8()</a>, <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01238">vqrecipq_qs8()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00469">vqsubq_qs8()</a>.</p>
-<div class="fragment"><div class="line"><a name="l01953"></a><span class="lineno"> 1953</span>&#160;{</div><div class="line"><a name="l01954"></a><span class="lineno"> 1954</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> const_one = vdupq_n_s8(1 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01955"></a><span class="lineno"> 1955</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> const_two = vdupq_n_s8(2 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01956"></a><span class="lineno"> 1956</span>&#160;</div><div class="line"><a name="l01957"></a><span class="lineno"> 1957</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> exp2x = <a class="code" href="namespacearm__compute.xhtml#ae6cf1822b8fbad305677650a2b751247">vqexpq_qs8</a>(<a class="code" href="namespacearm__compute.xhtml#a081c0605c83155125ad95a144a1d6071">vqmulq_qs8</a>(const_two, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, fixed_point_position), fixed_point_position);</div><div class="line"><a name="l01958"></a><span class="lineno"> 1958</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> num   = <a class="code" href="namespacearm__compute.xhtml#ab2a6ce3d8239e49c81af1ebc617680b4">vqsubq_qs8</a>(exp2x, const_one);</div><div class="line"><a name="l01959"></a><span class="lineno"> 1959</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> den   = <a class="code" href="namespacearm__compute.xhtml#a9765c5ee2d3cc9e3ca983fd2f47ba916">vqaddq_qs8</a>(exp2x, const_one);</div><div class="line"><a name="l01960"></a><span class="lineno"> 1960</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#a6854479935f66029852441b051e1a3e0">tanh</a>  = <a class="code" href="namespacearm__compute.xhtml#a081c0605c83155125ad95a144a1d6071">vqmulq_qs8</a>(num, <a class="code" href="namespacearm__compute.xhtml#a3dd4382391c752128ab7b3a6dd68314b">vqrecipq_qs8</a>(den, fixed_point_position), fixed_point_position);</div><div class="line"><a name="l01961"></a><span class="lineno"> 1961</span>&#160;</div><div class="line"><a name="l01962"></a><span class="lineno"> 1962</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#a6854479935f66029852441b051e1a3e0">tanh</a>;</div><div class="line"><a name="l01963"></a><span class="lineno"> 1963</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l01953"></a><span class="lineno"> 1953</span>&#160;{</div><div class="line"><a name="l01954"></a><span class="lineno"> 1954</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> const_one = vdupq_n_s8(1 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01955"></a><span class="lineno"> 1955</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> const_two = vdupq_n_s8(2 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01956"></a><span class="lineno"> 1956</span>&#160;</div><div class="line"><a name="l01957"></a><span class="lineno"> 1957</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> exp2x = <a class="code" href="namespacearm__compute.xhtml#ae6cf1822b8fbad305677650a2b751247">vqexpq_qs8</a>(<a class="code" href="namespacearm__compute.xhtml#a081c0605c83155125ad95a144a1d6071">vqmulq_qs8</a>(const_two, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, fixed_point_position), fixed_point_position);</div><div class="line"><a name="l01958"></a><span class="lineno"> 1958</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> num   = <a class="code" href="namespacearm__compute.xhtml#ab2a6ce3d8239e49c81af1ebc617680b4">vqsubq_qs8</a>(exp2x, const_one);</div><div class="line"><a name="l01959"></a><span class="lineno"> 1959</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> den   = <a class="code" href="namespacearm__compute.xhtml#a9765c5ee2d3cc9e3ca983fd2f47ba916">vqaddq_qs8</a>(exp2x, const_one);</div><div class="line"><a name="l01960"></a><span class="lineno"> 1960</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#a6854479935f66029852441b051e1a3e0">tanh</a>  = <a class="code" href="namespacearm__compute.xhtml#a081c0605c83155125ad95a144a1d6071">vqmulq_qs8</a>(num, <a class="code" href="namespacearm__compute.xhtml#a3dd4382391c752128ab7b3a6dd68314b">vqrecipq_qs8</a>(den, fixed_point_position), fixed_point_position);</div><div class="line"><a name="l01961"></a><span class="lineno"> 1961</span>&#160;</div><div class="line"><a name="l01962"></a><span class="lineno"> 1962</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#a6854479935f66029852441b051e1a3e0">tanh</a>;</div><div class="line"><a name="l01963"></a><span class="lineno"> 1963</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a5b99ed49abd6b7bf13dafdd17bcef855"><div class="ttname"><a href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">arm_compute::qint8x16_t</a></div><div class="ttdeci">int8x16_t qint8x16_t</div><div class="ttdoc">8 bit fixed point vector with 16 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00037">NEFixedPoint.h:37</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a9765c5ee2d3cc9e3ca983fd2f47ba916"><div class="ttname"><a href="namespacearm__compute.xhtml#a9765c5ee2d3cc9e3ca983fd2f47ba916">arm_compute::vqaddq_qs8</a></div><div class="ttdeci">qint8x16_t vqaddq_qs8(qint8x16_t a, qint8x16_t b)</div><div class="ttdoc">8 bit fixed point vector saturating add (16 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00419">NEFixedPoint.inl:419</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_ae6cf1822b8fbad305677650a2b751247"><div class="ttname"><a href="namespacearm__compute.xhtml#ae6cf1822b8fbad305677650a2b751247">arm_compute::vqexpq_qs8</a></div><div class="ttdeci">qint8x16_t vqexpq_qs8(qint8x16_t a, int fixed_point_position)</div><div class="ttdoc">Calculate saturating exponential fixed point 8bit (16 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l01494">NEFixedPoint.inl:1494</a></div></div>
@@ -24249,7 +24438,7 @@
 <p>References <a class="el" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29">A</a>, <a class="el" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571">B</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00570">vqmul_qs16()</a>.</p>
 <div class="fragment"><div class="line"><a name="l01364"></a><span class="lineno"> 1364</span>&#160;{</div><div class="line"><a name="l01365"></a><span class="lineno"> 1365</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> shift_value = vdup_n_s16(-(15 - fixed_point_position));</div><div class="line"><a name="l01366"></a><span class="lineno"> 1366</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> const_one   = vdup_n_s16(1);</div><div class="line"><a name="l01367"></a><span class="lineno"> 1367</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> <a class="code" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29">A</a>           = vqrshl_s16(islog ? log_tab_qs16[0] : exp_tab_qs16[0], islog ? vqadd_s16(shift_value, const_one) : shift_value);</div><div class="line"><a name="l01368"></a><span class="lineno"> 1368</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> <a class="code" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571">B</a>           = vqrshl_s16(islog ? log_tab_qs16[1] : exp_tab_qs16[1], shift_value);</div><div class="line"><a name="l01369"></a><span class="lineno"> 1369</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> C           = vqrshl_s16(islog ? log_tab_qs16[2] : exp_tab_qs16[2], shift_value);</div><div class="line"><a name="l01370"></a><span class="lineno"> 1370</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> D           = vqrshl_s16(islog ? log_tab_qs16[3] : exp_tab_qs16[3], shift_value);</div><div class="line"><a name="l01371"></a><span class="lineno"> 1371</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> x1          = vqadd_s16(<a class="code" href="namespacearm__compute.xhtml#aec34399f16d824f79571abe464556466">vqmul_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, D, fixed_point_position), C);</div><div class="line"><a name="l01372"></a><span class="lineno"> 1372</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> x2          = vqadd_s16(<a class="code" href="namespacearm__compute.xhtml#aec34399f16d824f79571abe464556466">vqmul_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, x1, fixed_point_position), B);</div><div class="line"><a name="l01373"></a><span class="lineno"> 1373</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> x3          = vqadd_s16(<a class="code" href="namespacearm__compute.xhtml#aec34399f16d824f79571abe464556466">vqmul_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, x2, fixed_point_position), A);</div><div class="line"><a name="l01374"></a><span class="lineno"> 1374</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> res         = <a class="code" href="namespacearm__compute.xhtml#aec34399f16d824f79571abe464556466">vqmul_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, x3, fixed_point_position);</div><div class="line"><a name="l01375"></a><span class="lineno"> 1375</span>&#160;    <span class="keywordflow">return</span> res;</div><div class="line"><a name="l01376"></a><span class="lineno"> 1376</span>&#160;}</div><div class="ttc" id="namespacearm__compute_xhtml_a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29"><div class="ttname"><a href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29">arm_compute::Channel::A</a></div><div class="ttdoc">Alpha channel. </div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_aec34399f16d824f79571abe464556466"><div class="ttname"><a href="namespacearm__compute.xhtml#aec34399f16d824f79571abe464556466">arm_compute::vqmul_qs16</a></div><div class="ttdeci">qint16x4_t vqmul_qs16(qint16x4_t a, qint16x4_t b, int fixed_point_position)</div><div class="ttdoc">16 bit fixed point vector saturating multiply (4 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00570">NEFixedPoint.inl:570</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571"><div class="ttname"><a href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571">arm_compute::Channel::B</a></div><div class="ttdoc">Blue channel. </div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a82c56f0856f56d430393e6a00baee983"><div class="ttname"><a href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">arm_compute::qint16x4_t</a></div><div class="ttdeci">int16x4_t qint16x4_t</div><div class="ttdoc">16 bit fixed point vector with 4 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00041">NEFixedPoint.h:41</a></div></div>
 </div><!-- fragment -->
@@ -24291,7 +24480,7 @@
 
 <p>References <a class="el" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29">A</a>, <a class="el" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571">B</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00553">vqmul_qs8()</a>.</p>
 <div class="fragment"><div class="line"><a name="l01348"></a><span class="lineno"> 1348</span>&#160;{</div><div class="line"><a name="l01349"></a><span class="lineno"> 1349</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> shift_value = vdup_n_s8(-(7 - fixed_point_position));</div><div class="line"><a name="l01350"></a><span class="lineno"> 1350</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> const_one   = vdup_n_s8(1);</div><div class="line"><a name="l01351"></a><span class="lineno"> 1351</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> <a class="code" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29">A</a>           = vqrshl_s8(islog ? log_tab_qs8[0] : exp_tab_qs8[0], islog ? vqadd_s8(shift_value, const_one) : shift_value);</div><div class="line"><a name="l01352"></a><span class="lineno"> 1352</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> <a class="code" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571">B</a>           = vqrshl_s8(islog ? log_tab_qs8[1] : exp_tab_qs8[1], shift_value);</div><div class="line"><a name="l01353"></a><span class="lineno"> 1353</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> C           = vqrshl_s8(islog ? log_tab_qs8[2] : exp_tab_qs8[2], shift_value);</div><div class="line"><a name="l01354"></a><span class="lineno"> 1354</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> D           = vqrshl_s8(islog ? log_tab_qs8[3] : exp_tab_qs8[3], shift_value);</div><div class="line"><a name="l01355"></a><span class="lineno"> 1355</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> x1          = vqadd_s8(<a class="code" href="namespacearm__compute.xhtml#a746205173d1a1f3955fa0c26b5be3b10">vqmul_qs8</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, D, fixed_point_position), C);</div><div class="line"><a name="l01356"></a><span class="lineno"> 1356</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> x2          = vqadd_s8(<a class="code" href="namespacearm__compute.xhtml#a746205173d1a1f3955fa0c26b5be3b10">vqmul_qs8</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, x1, fixed_point_position), B);</div><div class="line"><a name="l01357"></a><span class="lineno"> 1357</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> x3          = vqadd_s8(<a class="code" href="namespacearm__compute.xhtml#a746205173d1a1f3955fa0c26b5be3b10">vqmul_qs8</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, x2, fixed_point_position), A);</div><div class="line"><a name="l01358"></a><span class="lineno"> 1358</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> res         = <a class="code" href="namespacearm__compute.xhtml#a746205173d1a1f3955fa0c26b5be3b10">vqmul_qs8</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, x3, fixed_point_position);</div><div class="line"><a name="l01359"></a><span class="lineno"> 1359</span>&#160;    <span class="keywordflow">return</span> res;</div><div class="line"><a name="l01360"></a><span class="lineno"> 1360</span>&#160;}</div><div class="ttc" id="namespacearm__compute_xhtml_a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29"><div class="ttname"><a href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29">arm_compute::Channel::A</a></div><div class="ttdoc">Alpha channel. </div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571"><div class="ttname"><a href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571">arm_compute::Channel::B</a></div><div class="ttdoc">Blue channel. </div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a746205173d1a1f3955fa0c26b5be3b10"><div class="ttname"><a href="namespacearm__compute.xhtml#a746205173d1a1f3955fa0c26b5be3b10">arm_compute::vqmul_qs8</a></div><div class="ttdeci">qint8x8_t vqmul_qs8(qint8x8_t a, qint8x8_t b, int fixed_point_position)</div><div class="ttdoc">8 bit fixed point vector saturating multiply (8 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00553">NEFixedPoint.inl:553</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a16a1bee14f1db073f75caa76dacf5078"><div class="ttname"><a href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">arm_compute::qint8x8_t</a></div><div class="ttdeci">int8x8_t qint8x8_t</div><div class="ttdoc">8 bit fixed point vector with 8 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00033">NEFixedPoint.h:33</a></div></div>
@@ -24334,7 +24523,7 @@
 
 <p>References <a class="el" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29">A</a>, <a class="el" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571">B</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00607">vqmulq_qs16()</a>.</p>
 <div class="fragment"><div class="line"><a name="l01428"></a><span class="lineno"> 1428</span>&#160;{</div><div class="line"><a name="l01429"></a><span class="lineno"> 1429</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> shift_value = vdupq_n_s16(-(15 - fixed_point_position));</div><div class="line"><a name="l01430"></a><span class="lineno"> 1430</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> const_one   = vdupq_n_s16(1);</div><div class="line"><a name="l01431"></a><span class="lineno"> 1431</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> <a class="code" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29">A</a>           = vqrshlq_s16(islog ? log_tabq_qs16[0] : exp_tabq_qs16[0], islog ? vqaddq_s16(shift_value, const_one) : shift_value);</div><div class="line"><a name="l01432"></a><span class="lineno"> 1432</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> <a class="code" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571">B</a>           = vqrshlq_s16(islog ? log_tabq_qs16[1] : exp_tabq_qs16[1], shift_value);</div><div class="line"><a name="l01433"></a><span class="lineno"> 1433</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> C           = vqrshlq_s16(islog ? log_tabq_qs16[2] : exp_tabq_qs16[2], shift_value);</div><div class="line"><a name="l01434"></a><span class="lineno"> 1434</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> D           = vqrshlq_s16(islog ? log_tabq_qs16[3] : exp_tabq_qs16[3], shift_value);</div><div class="line"><a name="l01435"></a><span class="lineno"> 1435</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> x1          = vqaddq_s16(<a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, D, fixed_point_position), C);</div><div class="line"><a name="l01436"></a><span class="lineno"> 1436</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> x2          = vqaddq_s16(<a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, x1, fixed_point_position), B);</div><div class="line"><a name="l01437"></a><span class="lineno"> 1437</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> x3          = vqaddq_s16(<a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, x2, fixed_point_position), A);</div><div class="line"><a name="l01438"></a><span class="lineno"> 1438</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> res         = <a class="code" href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">vqmulq_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, x3, fixed_point_position);</div><div class="line"><a name="l01439"></a><span class="lineno"> 1439</span>&#160;    <span class="keywordflow">return</span> res;</div><div class="line"><a name="l01440"></a><span class="lineno"> 1440</span>&#160;}</div><div class="ttc" id="namespacearm__compute_xhtml_a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29"><div class="ttname"><a href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29">arm_compute::Channel::A</a></div><div class="ttdoc">Alpha channel. </div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571"><div class="ttname"><a href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571">arm_compute::Channel::B</a></div><div class="ttdoc">Blue channel. </div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a982d792d366430a954d96e8575d3c313"><div class="ttname"><a href="namespacearm__compute.xhtml#a982d792d366430a954d96e8575d3c313">arm_compute::vqmulq_qs16</a></div><div class="ttdeci">qint16x8_t vqmulq_qs16(qint16x8_t a, qint16x8_t b, int fixed_point_position)</div><div class="ttdoc">16 bit fixed point vector saturating multiply (8 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00607">NEFixedPoint.inl:607</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a4e15143176bfacdde8b06f4bb0b67427"><div class="ttname"><a href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">arm_compute::qint16x8_t</a></div><div class="ttdeci">int16x8_t qint16x8_t</div><div class="ttdoc">16 bit fixed point vector with 8 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00045">NEFixedPoint.h:45</a></div></div>
@@ -24377,7 +24566,7 @@
 
 <p>References <a class="el" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29">A</a>, <a class="el" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571">B</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00587">vqmulq_qs8()</a>.</p>
 <div class="fragment"><div class="line"><a name="l01412"></a><span class="lineno"> 1412</span>&#160;{</div><div class="line"><a name="l01413"></a><span class="lineno"> 1413</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> shift_value = vdupq_n_s8(-(7 - fixed_point_position));</div><div class="line"><a name="l01414"></a><span class="lineno"> 1414</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> const_one   = vdupq_n_s8(1);</div><div class="line"><a name="l01415"></a><span class="lineno"> 1415</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> <a class="code" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29">A</a>           = vqrshlq_s8(islog ? log_tabq_qs8[0] : exp_tabq_qs8[0], islog ? vqaddq_s8(shift_value, const_one) : shift_value);</div><div class="line"><a name="l01416"></a><span class="lineno"> 1416</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> <a class="code" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571">B</a>           = vqrshlq_s8(islog ? log_tabq_qs8[1] : exp_tabq_qs8[1], shift_value);</div><div class="line"><a name="l01417"></a><span class="lineno"> 1417</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> C           = vqrshlq_s8(islog ? log_tabq_qs8[2] : exp_tabq_qs8[2], shift_value);</div><div class="line"><a name="l01418"></a><span class="lineno"> 1418</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> D           = vqrshlq_s8(islog ? log_tabq_qs8[3] : exp_tabq_qs8[3], shift_value);</div><div class="line"><a name="l01419"></a><span class="lineno"> 1419</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> x1          = vqaddq_s8(<a class="code" href="namespacearm__compute.xhtml#a081c0605c83155125ad95a144a1d6071">vqmulq_qs8</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, D, fixed_point_position), C);</div><div class="line"><a name="l01420"></a><span class="lineno"> 1420</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> x2          = vqaddq_s8(<a class="code" href="namespacearm__compute.xhtml#a081c0605c83155125ad95a144a1d6071">vqmulq_qs8</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, x1, fixed_point_position), B);</div><div class="line"><a name="l01421"></a><span class="lineno"> 1421</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> x3          = vqaddq_s8(<a class="code" href="namespacearm__compute.xhtml#a081c0605c83155125ad95a144a1d6071">vqmulq_qs8</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, x2, fixed_point_position), A);</div><div class="line"><a name="l01422"></a><span class="lineno"> 1422</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> res         = <a class="code" href="namespacearm__compute.xhtml#a081c0605c83155125ad95a144a1d6071">vqmulq_qs8</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, x3, fixed_point_position);</div><div class="line"><a name="l01423"></a><span class="lineno"> 1423</span>&#160;    <span class="keywordflow">return</span> res;</div><div class="line"><a name="l01424"></a><span class="lineno"> 1424</span>&#160;}</div><div class="ttc" id="namespacearm__compute_xhtml_a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29"><div class="ttname"><a href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29">arm_compute::Channel::A</a></div><div class="ttdoc">Alpha channel. </div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571"><div class="ttname"><a href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571">arm_compute::Channel::B</a></div><div class="ttdoc">Blue channel. </div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a5b99ed49abd6b7bf13dafdd17bcef855"><div class="ttname"><a href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">arm_compute::qint8x16_t</a></div><div class="ttdeci">int8x16_t qint8x16_t</div><div class="ttdoc">8 bit fixed point vector with 16 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00037">NEFixedPoint.h:37</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a081c0605c83155125ad95a144a1d6071"><div class="ttname"><a href="namespacearm__compute.xhtml#a081c0605c83155125ad95a144a1d6071">arm_compute::vqmulq_qs8</a></div><div class="ttdeci">qint8x16_t vqmulq_qs8(qint8x16_t a, qint8x16_t b, int fixed_point_position)</div><div class="ttdoc">8 bit fixed point vector saturating multiply (16 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00587">NEFixedPoint.inl:587</a></div></div>
@@ -24432,7 +24621,7 @@
 <p>References <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00496">vmul_qs16()</a>.</p>
 
 <p>Referenced by <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01299">vdiv_qs16()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01585">vlog_qs16()</a>.</p>
-<div class="fragment"><div class="line"><a name="l01104"></a><span class="lineno"> 1104</span>&#160;{</div><div class="line"><a name="l01105"></a><span class="lineno"> 1105</span>&#160;    <span class="comment">// We need two bits to store 2, thus we can only support formats from Q2.13 to Q15.0</span></div><div class="line"><a name="l01106"></a><span class="lineno"> 1106</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> const_48_over_17 = vdup_n_s16(0x5A5A &gt;&gt; (13 - fixed_point_position)); <span class="comment">// 2.823</span></div><div class="line"><a name="l01107"></a><span class="lineno"> 1107</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> const_32_over_17 = vdup_n_s16(0x3C3C &gt;&gt; (13 - fixed_point_position)); <span class="comment">// 1.8823</span></div><div class="line"><a name="l01108"></a><span class="lineno"> 1108</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> const_one        = vdup_n_s16(1 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01109"></a><span class="lineno"> 1109</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> const_two        = vdup_n_s16(2 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01110"></a><span class="lineno"> 1110</span>&#160;</div><div class="line"><a name="l01111"></a><span class="lineno"> 1111</span>&#160;    <span class="comment">// Find shift value</span></div><div class="line"><a name="l01112"></a><span class="lineno"> 1112</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> shift_value = vneg_s16(vsub_s16(vdup_n_s16(8), vadd_s16(vclz_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vdup_n_s16(fixed_point_position))));</div><div class="line"><a name="l01113"></a><span class="lineno"> 1113</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> temp        = vshl_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, shift_value);</div><div class="line"><a name="l01114"></a><span class="lineno"> 1114</span>&#160;</div><div class="line"><a name="l01115"></a><span class="lineno"> 1115</span>&#160;    <span class="comment">// Newton-Raphson division initial estimate X0 calculation</span></div><div class="line"><a name="l01116"></a><span class="lineno"> 1116</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> x = vsub_s16(const_48_over_17, <a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(temp, const_32_over_17, fixed_point_position));</div><div class="line"><a name="l01117"></a><span class="lineno"> 1117</span>&#160;</div><div class="line"><a name="l01118"></a><span class="lineno"> 1118</span>&#160;    uint16x4_t set_one = vcgt_s16(x, const_one);</div><div class="line"><a name="l01119"></a><span class="lineno"> 1119</span>&#160;    x                  = vbsl_s16(set_one, const_one, x);</div><div class="line"><a name="l01120"></a><span class="lineno"> 1120</span>&#160;</div><div class="line"><a name="l01121"></a><span class="lineno"> 1121</span>&#160;    <span class="comment">// Use four iterations of Newton-Raphson  method to get the result</span></div><div class="line"><a name="l01122"></a><span class="lineno"> 1122</span>&#160;    x = <a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(x, vsub_s16(const_two, <a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(temp, x, fixed_point_position)), fixed_point_position);</div><div class="line"><a name="l01123"></a><span class="lineno"> 1123</span>&#160;    x = <a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(x, vsub_s16(const_two, <a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(temp, x, fixed_point_position)), fixed_point_position);</div><div class="line"><a name="l01124"></a><span class="lineno"> 1124</span>&#160;    x = <a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(x, vsub_s16(const_two, <a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(temp, x, fixed_point_position)), fixed_point_position);</div><div class="line"><a name="l01125"></a><span class="lineno"> 1125</span>&#160;    x = <a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(x, vsub_s16(const_two, <a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(temp, x, fixed_point_position)), fixed_point_position);</div><div class="line"><a name="l01126"></a><span class="lineno"> 1126</span>&#160;</div><div class="line"><a name="l01127"></a><span class="lineno"> 1127</span>&#160;    <span class="keywordflow">return</span> vshl_s16(x, shift_value);</div><div class="line"><a name="l01128"></a><span class="lineno"> 1128</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l01104"></a><span class="lineno"> 1104</span>&#160;{</div><div class="line"><a name="l01105"></a><span class="lineno"> 1105</span>&#160;    <span class="comment">// We need two bits to store 2, thus we can only support formats from Q2.13 to Q15.0</span></div><div class="line"><a name="l01106"></a><span class="lineno"> 1106</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> const_48_over_17 = vdup_n_s16(0x5A5A &gt;&gt; (13 - fixed_point_position)); <span class="comment">// 2.823</span></div><div class="line"><a name="l01107"></a><span class="lineno"> 1107</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> const_32_over_17 = vdup_n_s16(0x3C3C &gt;&gt; (13 - fixed_point_position)); <span class="comment">// 1.8823</span></div><div class="line"><a name="l01108"></a><span class="lineno"> 1108</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> const_one        = vdup_n_s16(1 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01109"></a><span class="lineno"> 1109</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> const_two        = vdup_n_s16(2 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01110"></a><span class="lineno"> 1110</span>&#160;</div><div class="line"><a name="l01111"></a><span class="lineno"> 1111</span>&#160;    <span class="comment">// Find shift value</span></div><div class="line"><a name="l01112"></a><span class="lineno"> 1112</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> shift_value = vneg_s16(vsub_s16(vdup_n_s16(8), vadd_s16(vclz_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vdup_n_s16(fixed_point_position))));</div><div class="line"><a name="l01113"></a><span class="lineno"> 1113</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> temp        = vshl_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, shift_value);</div><div class="line"><a name="l01114"></a><span class="lineno"> 1114</span>&#160;</div><div class="line"><a name="l01115"></a><span class="lineno"> 1115</span>&#160;    <span class="comment">// Newton-Raphson division initial estimate X0 calculation</span></div><div class="line"><a name="l01116"></a><span class="lineno"> 1116</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> x = vsub_s16(const_48_over_17, <a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(temp, const_32_over_17, fixed_point_position));</div><div class="line"><a name="l01117"></a><span class="lineno"> 1117</span>&#160;</div><div class="line"><a name="l01118"></a><span class="lineno"> 1118</span>&#160;    uint16x4_t set_one = vcgt_s16(x, const_one);</div><div class="line"><a name="l01119"></a><span class="lineno"> 1119</span>&#160;    x                  = vbsl_s16(set_one, const_one, x);</div><div class="line"><a name="l01120"></a><span class="lineno"> 1120</span>&#160;</div><div class="line"><a name="l01121"></a><span class="lineno"> 1121</span>&#160;    <span class="comment">// Use four iterations of Newton-Raphson  method to get the result</span></div><div class="line"><a name="l01122"></a><span class="lineno"> 1122</span>&#160;    x = <a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(x, vsub_s16(const_two, <a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(temp, x, fixed_point_position)), fixed_point_position);</div><div class="line"><a name="l01123"></a><span class="lineno"> 1123</span>&#160;    x = <a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(x, vsub_s16(const_two, <a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(temp, x, fixed_point_position)), fixed_point_position);</div><div class="line"><a name="l01124"></a><span class="lineno"> 1124</span>&#160;    x = <a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(x, vsub_s16(const_two, <a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(temp, x, fixed_point_position)), fixed_point_position);</div><div class="line"><a name="l01125"></a><span class="lineno"> 1125</span>&#160;    x = <a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(x, vsub_s16(const_two, <a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(temp, x, fixed_point_position)), fixed_point_position);</div><div class="line"><a name="l01126"></a><span class="lineno"> 1126</span>&#160;</div><div class="line"><a name="l01127"></a><span class="lineno"> 1127</span>&#160;    <span class="keywordflow">return</span> vshl_s16(x, shift_value);</div><div class="line"><a name="l01128"></a><span class="lineno"> 1128</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_ac1b67e3283a1cae4d57b7f64137f5f5c"><div class="ttname"><a href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">arm_compute::vmul_qs16</a></div><div class="ttdeci">qint16x4_t vmul_qs16(qint16x4_t a, qint16x4_t b, int fixed_point_position)</div><div class="ttdoc">16 bit fixed point vector multiply (4 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00496">NEFixedPoint.inl:496</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a82c56f0856f56d430393e6a00baee983"><div class="ttname"><a href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">arm_compute::qint16x4_t</a></div><div class="ttdeci">int16x4_t qint16x4_t</div><div class="ttdoc">16 bit fixed point vector with 4 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00041">NEFixedPoint.h:41</a></div></div>
 </div><!-- fragment -->
@@ -24486,7 +24675,7 @@
 <p>References <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00479">vmul_qs8()</a>.</p>
 
 <p>Referenced by <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01294">vdiv_qs8()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01546">vlog_qs8()</a>.</p>
-<div class="fragment"><div class="line"><a name="l01078"></a><span class="lineno"> 1078</span>&#160;{</div><div class="line"><a name="l01079"></a><span class="lineno"> 1079</span>&#160;    <span class="comment">// We need two bits to store 2, thus we can only support formats from Q2.5 to Q7.0</span></div><div class="line"><a name="l01080"></a><span class="lineno"> 1080</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> const_48_over_17 = vdup_n_s8(0x5A &gt;&gt; (5 - fixed_point_position));   <span class="comment">// 2.823</span></div><div class="line"><a name="l01081"></a><span class="lineno"> 1081</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> const_32_over_17 = vdup_n_s8((0x3C &gt;&gt; (5 - fixed_point_position))); <span class="comment">// 1.8823</span></div><div class="line"><a name="l01082"></a><span class="lineno"> 1082</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> const_one        = vdup_n_s8(1 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01083"></a><span class="lineno"> 1083</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> const_two        = vdup_n_s8(2 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01084"></a><span class="lineno"> 1084</span>&#160;</div><div class="line"><a name="l01085"></a><span class="lineno"> 1085</span>&#160;    <span class="comment">// Find shift value</span></div><div class="line"><a name="l01086"></a><span class="lineno"> 1086</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> shift_value = vneg_s8(vsub_s8(vdup_n_s8(8), vadd_s8(vclz_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vdup_n_s8(fixed_point_position))));</div><div class="line"><a name="l01087"></a><span class="lineno"> 1087</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> temp        = vshl_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, shift_value);</div><div class="line"><a name="l01088"></a><span class="lineno"> 1088</span>&#160;</div><div class="line"><a name="l01089"></a><span class="lineno"> 1089</span>&#160;    <span class="comment">// Newton-Raphson division initial estimate X0 calculation</span></div><div class="line"><a name="l01090"></a><span class="lineno"> 1090</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> x = vsub_s8(const_48_over_17, <a class="code" href="namespacearm__compute.xhtml#afccf1305c480f2338af8925bba6b54cd">vmul_qs8</a>(temp, const_32_over_17, fixed_point_position));</div><div class="line"><a name="l01091"></a><span class="lineno"> 1091</span>&#160;</div><div class="line"><a name="l01092"></a><span class="lineno"> 1092</span>&#160;    uint8x8_t set_one = vcgt_s8(x, const_one);</div><div class="line"><a name="l01093"></a><span class="lineno"> 1093</span>&#160;    x                 = vbsl_s8(set_one, const_one, x);</div><div class="line"><a name="l01094"></a><span class="lineno"> 1094</span>&#160;</div><div class="line"><a name="l01095"></a><span class="lineno"> 1095</span>&#160;    <span class="comment">// Use three iterations of Newton-Raphson  method to get the result</span></div><div class="line"><a name="l01096"></a><span class="lineno"> 1096</span>&#160;    x = <a class="code" href="namespacearm__compute.xhtml#afccf1305c480f2338af8925bba6b54cd">vmul_qs8</a>(x, vsub_s8(const_two, <a class="code" href="namespacearm__compute.xhtml#afccf1305c480f2338af8925bba6b54cd">vmul_qs8</a>(temp, x, fixed_point_position)), fixed_point_position);</div><div class="line"><a name="l01097"></a><span class="lineno"> 1097</span>&#160;    x = <a class="code" href="namespacearm__compute.xhtml#afccf1305c480f2338af8925bba6b54cd">vmul_qs8</a>(x, vsub_s8(const_two, <a class="code" href="namespacearm__compute.xhtml#afccf1305c480f2338af8925bba6b54cd">vmul_qs8</a>(temp, x, fixed_point_position)), fixed_point_position);</div><div class="line"><a name="l01098"></a><span class="lineno"> 1098</span>&#160;    x = <a class="code" href="namespacearm__compute.xhtml#afccf1305c480f2338af8925bba6b54cd">vmul_qs8</a>(x, vsub_s8(const_two, <a class="code" href="namespacearm__compute.xhtml#afccf1305c480f2338af8925bba6b54cd">vmul_qs8</a>(temp, x, fixed_point_position)), fixed_point_position);</div><div class="line"><a name="l01099"></a><span class="lineno"> 1099</span>&#160;</div><div class="line"><a name="l01100"></a><span class="lineno"> 1100</span>&#160;    <span class="keywordflow">return</span> vshl_s8(x, shift_value);</div><div class="line"><a name="l01101"></a><span class="lineno"> 1101</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l01078"></a><span class="lineno"> 1078</span>&#160;{</div><div class="line"><a name="l01079"></a><span class="lineno"> 1079</span>&#160;    <span class="comment">// We need two bits to store 2, thus we can only support formats from Q2.5 to Q7.0</span></div><div class="line"><a name="l01080"></a><span class="lineno"> 1080</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> const_48_over_17 = vdup_n_s8(0x5A &gt;&gt; (5 - fixed_point_position));   <span class="comment">// 2.823</span></div><div class="line"><a name="l01081"></a><span class="lineno"> 1081</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> const_32_over_17 = vdup_n_s8((0x3C &gt;&gt; (5 - fixed_point_position))); <span class="comment">// 1.8823</span></div><div class="line"><a name="l01082"></a><span class="lineno"> 1082</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> const_one        = vdup_n_s8(1 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01083"></a><span class="lineno"> 1083</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> const_two        = vdup_n_s8(2 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01084"></a><span class="lineno"> 1084</span>&#160;</div><div class="line"><a name="l01085"></a><span class="lineno"> 1085</span>&#160;    <span class="comment">// Find shift value</span></div><div class="line"><a name="l01086"></a><span class="lineno"> 1086</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> shift_value = vneg_s8(vsub_s8(vdup_n_s8(8), vadd_s8(vclz_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vdup_n_s8(fixed_point_position))));</div><div class="line"><a name="l01087"></a><span class="lineno"> 1087</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> temp        = vshl_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, shift_value);</div><div class="line"><a name="l01088"></a><span class="lineno"> 1088</span>&#160;</div><div class="line"><a name="l01089"></a><span class="lineno"> 1089</span>&#160;    <span class="comment">// Newton-Raphson division initial estimate X0 calculation</span></div><div class="line"><a name="l01090"></a><span class="lineno"> 1090</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> x = vsub_s8(const_48_over_17, <a class="code" href="namespacearm__compute.xhtml#afccf1305c480f2338af8925bba6b54cd">vmul_qs8</a>(temp, const_32_over_17, fixed_point_position));</div><div class="line"><a name="l01091"></a><span class="lineno"> 1091</span>&#160;</div><div class="line"><a name="l01092"></a><span class="lineno"> 1092</span>&#160;    uint8x8_t set_one = vcgt_s8(x, const_one);</div><div class="line"><a name="l01093"></a><span class="lineno"> 1093</span>&#160;    x                 = vbsl_s8(set_one, const_one, x);</div><div class="line"><a name="l01094"></a><span class="lineno"> 1094</span>&#160;</div><div class="line"><a name="l01095"></a><span class="lineno"> 1095</span>&#160;    <span class="comment">// Use three iterations of Newton-Raphson  method to get the result</span></div><div class="line"><a name="l01096"></a><span class="lineno"> 1096</span>&#160;    x = <a class="code" href="namespacearm__compute.xhtml#afccf1305c480f2338af8925bba6b54cd">vmul_qs8</a>(x, vsub_s8(const_two, <a class="code" href="namespacearm__compute.xhtml#afccf1305c480f2338af8925bba6b54cd">vmul_qs8</a>(temp, x, fixed_point_position)), fixed_point_position);</div><div class="line"><a name="l01097"></a><span class="lineno"> 1097</span>&#160;    x = <a class="code" href="namespacearm__compute.xhtml#afccf1305c480f2338af8925bba6b54cd">vmul_qs8</a>(x, vsub_s8(const_two, <a class="code" href="namespacearm__compute.xhtml#afccf1305c480f2338af8925bba6b54cd">vmul_qs8</a>(temp, x, fixed_point_position)), fixed_point_position);</div><div class="line"><a name="l01098"></a><span class="lineno"> 1098</span>&#160;    x = <a class="code" href="namespacearm__compute.xhtml#afccf1305c480f2338af8925bba6b54cd">vmul_qs8</a>(x, vsub_s8(const_two, <a class="code" href="namespacearm__compute.xhtml#afccf1305c480f2338af8925bba6b54cd">vmul_qs8</a>(temp, x, fixed_point_position)), fixed_point_position);</div><div class="line"><a name="l01099"></a><span class="lineno"> 1099</span>&#160;</div><div class="line"><a name="l01100"></a><span class="lineno"> 1100</span>&#160;    <span class="keywordflow">return</span> vshl_s8(x, shift_value);</div><div class="line"><a name="l01101"></a><span class="lineno"> 1101</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_afccf1305c480f2338af8925bba6b54cd"><div class="ttname"><a href="namespacearm__compute.xhtml#afccf1305c480f2338af8925bba6b54cd">arm_compute::vmul_qs8</a></div><div class="ttdeci">qint8x8_t vmul_qs8(qint8x8_t a, qint8x8_t b, int fixed_point_position)</div><div class="ttdoc">8 bit fixed point vector multiply (8 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00479">NEFixedPoint.inl:479</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a16a1bee14f1db073f75caa76dacf5078"><div class="ttname"><a href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">arm_compute::qint8x8_t</a></div><div class="ttdeci">int8x8_t qint8x8_t</div><div class="ttdoc">8 bit fixed point vector with 8 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00033">NEFixedPoint.h:33</a></div></div>
 </div><!-- fragment -->
@@ -24541,7 +24730,7 @@
 
 <p>Referenced by <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01309">vdivq_qs16()</a>.</p>
 <div class="fragment"><div class="line"><a name="l01211"></a><span class="lineno"> 1211</span>&#160;{</div><div class="line"><a name="l01212"></a><span class="lineno"> 1212</span>&#160;    <span class="comment">// We need two bits to store 2, thus we can only support formats from Q2.13 to Q15.0</span></div><div class="line"><a name="l01213"></a><span class="lineno"> 1213</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> const_48_over_17 = vdupq_n_s16(0x5A56 &gt;&gt; (13 - fixed_point_position)); <span class="comment">// 2.823</span></div><div class="line"><a name="l01214"></a><span class="lineno"> 1214</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> const_32_over_17 = vdupq_n_s16(0x3C3C &gt;&gt; (13 - fixed_point_position)); <span class="comment">// 1.8823</span></div><div class="line"><a name="l01215"></a><span class="lineno"> 1215</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> const_one        = vdupq_n_s16(1 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01216"></a><span class="lineno"> 1216</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> const_two        = vdupq_n_s16(2 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01217"></a><span class="lineno"> 1217</span>&#160;</div><div class="line"><a name="l01218"></a><span class="lineno"> 1218</span>&#160;    <span class="comment">// Find shift value</span></div><div class="line"><a name="l01219"></a><span class="lineno"> 1219</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> shift_value = vnegq_s16(vsubq_s16(vdupq_n_s16(16), vaddq_s16(vclzq_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vdupq_n_s16(fixed_point_position))));</div><div class="line"><a name="l01220"></a><span class="lineno"> 1220</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> temp        = vshlq_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, shift_value);</div><div class="line"><a name="l01221"></a><span class="lineno"> 1221</span>&#160;</div><div class="line"><a name="l01222"></a><span class="lineno"> 1222</span>&#160;    <span class="comment">// Newton-Raphson division initial estimate X0 calculation</span></div><div class="line"><a name="l01223"></a><span class="lineno"> 1223</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> x = <a class="code" href="namespacearm__compute.xhtml#a43569be4a403f390486148701b424e8a">vsubq_qs16</a>(const_48_over_17, <a class="code" href="namespacearm__compute.xhtml#a74ea79cda0ff6a819b2e5176fe0fc622">vmulq_qs16</a>(temp, const_32_over_17, fixed_point_position));</div><div class="line"><a name="l01224"></a><span class="lineno"> 1224</span>&#160;</div><div class="line"><a name="l01225"></a><span class="lineno"> 1225</span>&#160;    <span class="comment">// Set initial guess to one if x &gt; 1</span></div><div class="line"><a name="l01226"></a><span class="lineno"> 1226</span>&#160;    uint16x8_t set_one = vcgtq_s16(x, const_one);</div><div class="line"><a name="l01227"></a><span class="lineno"> 1227</span>&#160;    x                  = vbslq_s16(set_one, const_one, x);</div><div class="line"><a name="l01228"></a><span class="lineno"> 1228</span>&#160;</div><div class="line"><a name="l01229"></a><span class="lineno"> 1229</span>&#160;    <span class="comment">// Use four iterations of Newton-Raphson  method to get the result</span></div><div class="line"><a name="l01230"></a><span class="lineno"> 1230</span>&#160;    x = <a class="code" href="namespacearm__compute.xhtml#a74ea79cda0ff6a819b2e5176fe0fc622">vmulq_qs16</a>(x, vsubq_s16(const_two, <a class="code" href="namespacearm__compute.xhtml#a74ea79cda0ff6a819b2e5176fe0fc622">vmulq_qs16</a>(temp, x, fixed_point_position)), fixed_point_position);</div><div class="line"><a name="l01231"></a><span class="lineno"> 1231</span>&#160;    x = <a class="code" href="namespacearm__compute.xhtml#a74ea79cda0ff6a819b2e5176fe0fc622">vmulq_qs16</a>(x, vsubq_s16(const_two, <a class="code" href="namespacearm__compute.xhtml#a74ea79cda0ff6a819b2e5176fe0fc622">vmulq_qs16</a>(temp, x, fixed_point_position)), fixed_point_position);</div><div class="line"><a name="l01232"></a><span class="lineno"> 1232</span>&#160;    x = <a class="code" href="namespacearm__compute.xhtml#a74ea79cda0ff6a819b2e5176fe0fc622">vmulq_qs16</a>(x, vsubq_s16(const_two, <a class="code" href="namespacearm__compute.xhtml#a74ea79cda0ff6a819b2e5176fe0fc622">vmulq_qs16</a>(temp, x, fixed_point_position)), fixed_point_position);</div><div class="line"><a name="l01233"></a><span class="lineno"> 1233</span>&#160;    x = <a class="code" href="namespacearm__compute.xhtml#a74ea79cda0ff6a819b2e5176fe0fc622">vmulq_qs16</a>(x, vsubq_s16(const_two, <a class="code" href="namespacearm__compute.xhtml#a74ea79cda0ff6a819b2e5176fe0fc622">vmulq_qs16</a>(temp, x, fixed_point_position)), fixed_point_position);</div><div class="line"><a name="l01234"></a><span class="lineno"> 1234</span>&#160;</div><div class="line"><a name="l01235"></a><span class="lineno"> 1235</span>&#160;    <span class="keywordflow">return</span> vshlq_s16(x, shift_value);</div><div class="line"><a name="l01236"></a><span class="lineno"> 1236</span>&#160;}</div><div class="ttc" id="namespacearm__compute_xhtml_a43569be4a403f390486148701b424e8a"><div class="ttname"><a href="namespacearm__compute.xhtml#a43569be4a403f390486148701b424e8a">arm_compute::vsubq_qs16</a></div><div class="ttdeci">qint16x8_t vsubq_qs16(qint16x8_t a, qint16x8_t b)</div><div class="ttdoc">16 bit fixed point vector subtraction (8 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00454">NEFixedPoint.inl:454</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a4e15143176bfacdde8b06f4bb0b67427"><div class="ttname"><a href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">arm_compute::qint16x8_t</a></div><div class="ttdeci">int16x8_t qint16x8_t</div><div class="ttdoc">16 bit fixed point vector with 8 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00045">NEFixedPoint.h:45</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a74ea79cda0ff6a819b2e5176fe0fc622"><div class="ttname"><a href="namespacearm__compute.xhtml#a74ea79cda0ff6a819b2e5176fe0fc622">arm_compute::vmulq_qs16</a></div><div class="ttdeci">qint16x8_t vmulq_qs16(qint16x8_t a, qint16x8_t b, int fixed_point_position)</div><div class="ttdoc">16 bit fixed point vector multiply (8 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00533">NEFixedPoint.inl:533</a></div></div>
 </div><!-- fragment -->
@@ -24595,7 +24784,7 @@
 <p>References <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00513">vmulq_qs8()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00449">vsubq_qs8()</a>.</p>
 
 <p>Referenced by <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01304">vdivq_qs8()</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01624">vlogq_qs8()</a>.</p>
-<div class="fragment"><div class="line"><a name="l01184"></a><span class="lineno"> 1184</span>&#160;{</div><div class="line"><a name="l01185"></a><span class="lineno"> 1185</span>&#160;    <span class="comment">// We need two bits to store 2, thus we can only support formats from Q2.5 to Q7.0</span></div><div class="line"><a name="l01186"></a><span class="lineno"> 1186</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> const_48_over_17 = vdupq_n_s8(0x5A &gt;&gt; (5 - fixed_point_position));   <span class="comment">// 2.823</span></div><div class="line"><a name="l01187"></a><span class="lineno"> 1187</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> const_32_over_17 = vdupq_n_s8((0x3C &gt;&gt; (5 - fixed_point_position))); <span class="comment">// -1.8823</span></div><div class="line"><a name="l01188"></a><span class="lineno"> 1188</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> const_one        = vdupq_n_s8(1 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01189"></a><span class="lineno"> 1189</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> const_two        = vdupq_n_s8(2 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01190"></a><span class="lineno"> 1190</span>&#160;</div><div class="line"><a name="l01191"></a><span class="lineno"> 1191</span>&#160;    <span class="comment">// Find shift value</span></div><div class="line"><a name="l01192"></a><span class="lineno"> 1192</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> shift_value = vnegq_s8(vsubq_s8(vdupq_n_s8(8), vaddq_s8(vclzq_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vdupq_n_s8(fixed_point_position))));</div><div class="line"><a name="l01193"></a><span class="lineno"> 1193</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> temp        = vshlq_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, shift_value);</div><div class="line"><a name="l01194"></a><span class="lineno"> 1194</span>&#160;</div><div class="line"><a name="l01195"></a><span class="lineno"> 1195</span>&#160;    <span class="comment">// Newton-Raphson division initial estimate X0 calculation</span></div><div class="line"><a name="l01196"></a><span class="lineno"> 1196</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> x = <a class="code" href="namespacearm__compute.xhtml#a1adda6690cbca8a996255e311e4762d4">vsubq_qs8</a>(const_48_over_17, <a class="code" href="namespacearm__compute.xhtml#a031b17d4102856aa4d6bf7ebf83bf0ab">vmulq_qs8</a>(temp, const_32_over_17, fixed_point_position));</div><div class="line"><a name="l01197"></a><span class="lineno"> 1197</span>&#160;</div><div class="line"><a name="l01198"></a><span class="lineno"> 1198</span>&#160;    <span class="comment">// Set initial guess to one if x &gt; 1</span></div><div class="line"><a name="l01199"></a><span class="lineno"> 1199</span>&#160;    uint8x16_t set_one = vcgtq_s8(x, const_one);</div><div class="line"><a name="l01200"></a><span class="lineno"> 1200</span>&#160;    x                  = vbslq_s8(set_one, const_one, x);</div><div class="line"><a name="l01201"></a><span class="lineno"> 1201</span>&#160;</div><div class="line"><a name="l01202"></a><span class="lineno"> 1202</span>&#160;    <span class="comment">// Use three iterations of Newton-Raphson  method to get the result</span></div><div class="line"><a name="l01203"></a><span class="lineno"> 1203</span>&#160;    x = <a class="code" href="namespacearm__compute.xhtml#a031b17d4102856aa4d6bf7ebf83bf0ab">vmulq_qs8</a>(x, vsubq_s8(const_two, <a class="code" href="namespacearm__compute.xhtml#a031b17d4102856aa4d6bf7ebf83bf0ab">vmulq_qs8</a>(temp, x, fixed_point_position)), fixed_point_position);</div><div class="line"><a name="l01204"></a><span class="lineno"> 1204</span>&#160;    x = <a class="code" href="namespacearm__compute.xhtml#a031b17d4102856aa4d6bf7ebf83bf0ab">vmulq_qs8</a>(x, vsubq_s8(const_two, <a class="code" href="namespacearm__compute.xhtml#a031b17d4102856aa4d6bf7ebf83bf0ab">vmulq_qs8</a>(temp, x, fixed_point_position)), fixed_point_position);</div><div class="line"><a name="l01205"></a><span class="lineno"> 1205</span>&#160;    x = <a class="code" href="namespacearm__compute.xhtml#a031b17d4102856aa4d6bf7ebf83bf0ab">vmulq_qs8</a>(x, vsubq_s8(const_two, <a class="code" href="namespacearm__compute.xhtml#a031b17d4102856aa4d6bf7ebf83bf0ab">vmulq_qs8</a>(temp, x, fixed_point_position)), fixed_point_position);</div><div class="line"><a name="l01206"></a><span class="lineno"> 1206</span>&#160;</div><div class="line"><a name="l01207"></a><span class="lineno"> 1207</span>&#160;    <span class="keywordflow">return</span> vshlq_s8(x, shift_value);</div><div class="line"><a name="l01208"></a><span class="lineno"> 1208</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="fragment"><div class="line"><a name="l01184"></a><span class="lineno"> 1184</span>&#160;{</div><div class="line"><a name="l01185"></a><span class="lineno"> 1185</span>&#160;    <span class="comment">// We need two bits to store 2, thus we can only support formats from Q2.5 to Q7.0</span></div><div class="line"><a name="l01186"></a><span class="lineno"> 1186</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> const_48_over_17 = vdupq_n_s8(0x5A &gt;&gt; (5 - fixed_point_position));   <span class="comment">// 2.823</span></div><div class="line"><a name="l01187"></a><span class="lineno"> 1187</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> const_32_over_17 = vdupq_n_s8((0x3C &gt;&gt; (5 - fixed_point_position))); <span class="comment">// -1.8823</span></div><div class="line"><a name="l01188"></a><span class="lineno"> 1188</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> const_one        = vdupq_n_s8(1 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01189"></a><span class="lineno"> 1189</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> const_two        = vdupq_n_s8(2 &lt;&lt; fixed_point_position);</div><div class="line"><a name="l01190"></a><span class="lineno"> 1190</span>&#160;</div><div class="line"><a name="l01191"></a><span class="lineno"> 1191</span>&#160;    <span class="comment">// Find shift value</span></div><div class="line"><a name="l01192"></a><span class="lineno"> 1192</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> shift_value = vnegq_s8(vsubq_s8(vdupq_n_s8(8), vaddq_s8(vclzq_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>), vdupq_n_s8(fixed_point_position))));</div><div class="line"><a name="l01193"></a><span class="lineno"> 1193</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> temp        = vshlq_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, shift_value);</div><div class="line"><a name="l01194"></a><span class="lineno"> 1194</span>&#160;</div><div class="line"><a name="l01195"></a><span class="lineno"> 1195</span>&#160;    <span class="comment">// Newton-Raphson division initial estimate X0 calculation</span></div><div class="line"><a name="l01196"></a><span class="lineno"> 1196</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> x = <a class="code" href="namespacearm__compute.xhtml#a1adda6690cbca8a996255e311e4762d4">vsubq_qs8</a>(const_48_over_17, <a class="code" href="namespacearm__compute.xhtml#a031b17d4102856aa4d6bf7ebf83bf0ab">vmulq_qs8</a>(temp, const_32_over_17, fixed_point_position));</div><div class="line"><a name="l01197"></a><span class="lineno"> 1197</span>&#160;</div><div class="line"><a name="l01198"></a><span class="lineno"> 1198</span>&#160;    <span class="comment">// Set initial guess to one if x &gt; 1</span></div><div class="line"><a name="l01199"></a><span class="lineno"> 1199</span>&#160;    uint8x16_t set_one = vcgtq_s8(x, const_one);</div><div class="line"><a name="l01200"></a><span class="lineno"> 1200</span>&#160;    x                  = vbslq_s8(set_one, const_one, x);</div><div class="line"><a name="l01201"></a><span class="lineno"> 1201</span>&#160;</div><div class="line"><a name="l01202"></a><span class="lineno"> 1202</span>&#160;    <span class="comment">// Use three iterations of Newton-Raphson  method to get the result</span></div><div class="line"><a name="l01203"></a><span class="lineno"> 1203</span>&#160;    x = <a class="code" href="namespacearm__compute.xhtml#a031b17d4102856aa4d6bf7ebf83bf0ab">vmulq_qs8</a>(x, vsubq_s8(const_two, <a class="code" href="namespacearm__compute.xhtml#a031b17d4102856aa4d6bf7ebf83bf0ab">vmulq_qs8</a>(temp, x, fixed_point_position)), fixed_point_position);</div><div class="line"><a name="l01204"></a><span class="lineno"> 1204</span>&#160;    x = <a class="code" href="namespacearm__compute.xhtml#a031b17d4102856aa4d6bf7ebf83bf0ab">vmulq_qs8</a>(x, vsubq_s8(const_two, <a class="code" href="namespacearm__compute.xhtml#a031b17d4102856aa4d6bf7ebf83bf0ab">vmulq_qs8</a>(temp, x, fixed_point_position)), fixed_point_position);</div><div class="line"><a name="l01205"></a><span class="lineno"> 1205</span>&#160;    x = <a class="code" href="namespacearm__compute.xhtml#a031b17d4102856aa4d6bf7ebf83bf0ab">vmulq_qs8</a>(x, vsubq_s8(const_two, <a class="code" href="namespacearm__compute.xhtml#a031b17d4102856aa4d6bf7ebf83bf0ab">vmulq_qs8</a>(temp, x, fixed_point_position)), fixed_point_position);</div><div class="line"><a name="l01206"></a><span class="lineno"> 1206</span>&#160;</div><div class="line"><a name="l01207"></a><span class="lineno"> 1207</span>&#160;    <span class="keywordflow">return</span> vshlq_s8(x, shift_value);</div><div class="line"><a name="l01208"></a><span class="lineno"> 1208</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a5b99ed49abd6b7bf13dafdd17bcef855"><div class="ttname"><a href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">arm_compute::qint8x16_t</a></div><div class="ttdeci">int8x16_t qint8x16_t</div><div class="ttdoc">8 bit fixed point vector with 16 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00037">NEFixedPoint.h:37</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a031b17d4102856aa4d6bf7ebf83bf0ab"><div class="ttname"><a href="namespacearm__compute.xhtml#a031b17d4102856aa4d6bf7ebf83bf0ab">arm_compute::vmulq_qs8</a></div><div class="ttdeci">qint8x16_t vmulq_qs8(qint8x16_t a, qint8x16_t b, int fixed_point_position)</div><div class="ttdoc">8 bit fixed point vector multiply (16 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00513">NEFixedPoint.inl:513</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a1adda6690cbca8a996255e311e4762d4"><div class="ttname"><a href="namespacearm__compute.xhtml#a1adda6690cbca8a996255e311e4762d4">arm_compute::vsubq_qs8</a></div><div class="ttdeci">qint8x16_t vsubq_qs8(qint8x16_t a, qint8x16_t b)</div><div class="ttdoc">8 bit fixed point vector subtraction (16 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00449">NEFixedPoint.inl:449</a></div></div>
@@ -24645,8 +24834,8 @@
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00203">203</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
-<p>Referenced by <a class="el" href="_n_e_direct_convolution_detail_8h_source.xhtml#l00313">arm_compute::detail::store_results&lt; 3 &gt;()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00204"></a><span class="lineno">  204</span>&#160;{</div><div class="line"><a name="l00205"></a><span class="lineno">  205</span>&#160;    vst1_s16(addr, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00206"></a><span class="lineno">  206</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<p>Referenced by <a class="el" href="_n_e_direct_convolution_detail_8h_source.xhtml#l00503">arm_compute::detail::store_results&lt; 3 &gt;()</a>.</p>
+<div class="fragment"><div class="line"><a name="l00204"></a><span class="lineno">  204</span>&#160;{</div><div class="line"><a name="l00205"></a><span class="lineno">  205</span>&#160;    vst1_s16(addr, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00206"></a><span class="lineno">  206</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
 </div><!-- fragment -->
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@@ -24692,7 +24881,7 @@
 </dl>
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00198">198</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
-<div class="fragment"><div class="line"><a name="l00199"></a><span class="lineno">  199</span>&#160;{</div><div class="line"><a name="l00200"></a><span class="lineno">  200</span>&#160;    vst1_s8(addr, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00201"></a><span class="lineno">  201</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="fragment"><div class="line"><a name="l00199"></a><span class="lineno">  199</span>&#160;{</div><div class="line"><a name="l00200"></a><span class="lineno">  200</span>&#160;    vst1_s8(addr, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00201"></a><span class="lineno">  201</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
 </div><!-- fragment -->
 </div>
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@@ -24739,8 +24928,8 @@
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00213">213</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
-<p>Referenced by <a class="el" href="_n_e_direct_convolution_detail_8h_source.xhtml#l00300">arm_compute::detail::store_results&lt; 1 &gt;()</a>, and <a class="el" href="_n_e_direct_convolution_detail_8h_source.xhtml#l00307">arm_compute::detail::store_results&lt; 2 &gt;()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00214"></a><span class="lineno">  214</span>&#160;{</div><div class="line"><a name="l00215"></a><span class="lineno">  215</span>&#160;    vst1q_s16(addr, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00216"></a><span class="lineno">  216</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<p>Referenced by <a class="el" href="_n_e_direct_convolution_detail_8h_source.xhtml#l00490">arm_compute::detail::store_results&lt; 1 &gt;()</a>, and <a class="el" href="_n_e_direct_convolution_detail_8h_source.xhtml#l00497">arm_compute::detail::store_results&lt; 2 &gt;()</a>.</p>
+<div class="fragment"><div class="line"><a name="l00214"></a><span class="lineno">  214</span>&#160;{</div><div class="line"><a name="l00215"></a><span class="lineno">  215</span>&#160;    vst1q_s16(addr, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00216"></a><span class="lineno">  216</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -24786,7 +24975,7 @@
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 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00208">208</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
-<div class="fragment"><div class="line"><a name="l00209"></a><span class="lineno">  209</span>&#160;{</div><div class="line"><a name="l00210"></a><span class="lineno">  210</span>&#160;    vst1q_s8(addr, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00211"></a><span class="lineno">  211</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="fragment"><div class="line"><a name="l00209"></a><span class="lineno">  209</span>&#160;{</div><div class="line"><a name="l00210"></a><span class="lineno">  210</span>&#160;    vst1q_s8(addr, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00211"></a><span class="lineno">  211</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -24832,7 +25021,7 @@
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 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00218">218</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
-<div class="fragment"><div class="line"><a name="l00219"></a><span class="lineno">  219</span>&#160;{</div><div class="line"><a name="l00220"></a><span class="lineno">  220</span>&#160;    vst2q_s16(addr, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00221"></a><span class="lineno">  221</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="fragment"><div class="line"><a name="l00219"></a><span class="lineno">  219</span>&#160;{</div><div class="line"><a name="l00220"></a><span class="lineno">  220</span>&#160;    vst2q_s16(addr, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00221"></a><span class="lineno">  221</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -24879,8 +25068,8 @@
 <dl class="section return"><dt>Returns</dt><dd>The result of the 16 bit fixed point vector subtraction </dd></dl>
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00444">444</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
-<div class="fragment"><div class="line"><a name="l00445"></a><span class="lineno">  445</span>&#160;{</div><div class="line"><a name="l00446"></a><span class="lineno">  446</span>&#160;    <span class="keywordflow">return</span> vsub_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00447"></a><span class="lineno">  447</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="fragment"><div class="line"><a name="l00445"></a><span class="lineno">  445</span>&#160;{</div><div class="line"><a name="l00446"></a><span class="lineno">  446</span>&#160;    <span class="keywordflow">return</span> vsub_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00447"></a><span class="lineno">  447</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -24927,8 +25116,8 @@
 <dl class="section return"><dt>Returns</dt><dd>The result of the 8 bit fixed point vector subtraction </dd></dl>
 
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00439">439</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
-<div class="fragment"><div class="line"><a name="l00440"></a><span class="lineno">  440</span>&#160;{</div><div class="line"><a name="l00441"></a><span class="lineno">  441</span>&#160;    <span class="keywordflow">return</span> vsub_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00442"></a><span class="lineno">  442</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="fragment"><div class="line"><a name="l00440"></a><span class="lineno">  440</span>&#160;{</div><div class="line"><a name="l00441"></a><span class="lineno">  441</span>&#160;    <span class="keywordflow">return</span> vsub_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00442"></a><span class="lineno">  442</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -24977,8 +25166,8 @@
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00454">454</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
 <p>Referenced by <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01210">vrecipq_qs16()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00455"></a><span class="lineno">  455</span>&#160;{</div><div class="line"><a name="l00456"></a><span class="lineno">  456</span>&#160;    <span class="keywordflow">return</span> vsubq_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00457"></a><span class="lineno">  457</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="fragment"><div class="line"><a name="l00455"></a><span class="lineno">  455</span>&#160;{</div><div class="line"><a name="l00456"></a><span class="lineno">  456</span>&#160;    <span class="keywordflow">return</span> vsubq_s16(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00457"></a><span class="lineno">  457</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
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@@ -25027,8 +25216,8 @@
 <p>Definition at line <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00449">449</a> of file <a class="el" href="_n_e_fixed_point_8inl_source.xhtml">NEFixedPoint.inl</a>.</p>
 
 <p>Referenced by <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l01183">vrecipq_qs8()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00450"></a><span class="lineno">  450</span>&#160;{</div><div class="line"><a name="l00451"></a><span class="lineno">  451</span>&#160;    <span class="keywordflow">return</span> vsubq_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00452"></a><span class="lineno">  452</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">Tensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
+<div class="fragment"><div class="line"><a name="l00450"></a><span class="lineno">  450</span>&#160;{</div><div class="line"><a name="l00451"></a><span class="lineno">  451</span>&#160;    <span class="keywordflow">return</span> vsubq_s8(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">b</a>);</div><div class="line"><a name="l00452"></a><span class="lineno">  452</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7b8004eef325a40dd43eb80755610fff"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7b8004eef325a40dd43eb80755610fff">arm_compute::test::validation::b</a></div><div class="ttdeci">CLTensor b</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">GEMM.cpp:119</a></div></div>
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@@ -25121,7 +25310,7 @@
 
 <p>References <a class="el" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29">A</a>, <a class="el" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571">B</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00496">vmul_qs16()</a>.</p>
 <div class="fragment"><div class="line"><a name="l01332"></a><span class="lineno"> 1332</span>&#160;{</div><div class="line"><a name="l01333"></a><span class="lineno"> 1333</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> shift_value = vdup_n_s16(-(15 - fixed_point_position));</div><div class="line"><a name="l01334"></a><span class="lineno"> 1334</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> const_one   = vdup_n_s16(1);</div><div class="line"><a name="l01335"></a><span class="lineno"> 1335</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> <a class="code" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29">A</a>           = vrshl_s16(islog ? log_tab_qs16[0] : exp_tab_qs16[0], islog ? vadd_s16(shift_value, const_one) : shift_value);</div><div class="line"><a name="l01336"></a><span class="lineno"> 1336</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> <a class="code" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571">B</a>           = vrshl_s16(islog ? log_tab_qs16[1] : exp_tab_qs16[1], shift_value);</div><div class="line"><a name="l01337"></a><span class="lineno"> 1337</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> C           = vrshl_s16(islog ? log_tab_qs16[2] : exp_tab_qs16[2], shift_value);</div><div class="line"><a name="l01338"></a><span class="lineno"> 1338</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> D           = vrshl_s16(islog ? log_tab_qs16[3] : exp_tab_qs16[3], shift_value);</div><div class="line"><a name="l01339"></a><span class="lineno"> 1339</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> x1          = vadd_s16(<a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, D, fixed_point_position), C);</div><div class="line"><a name="l01340"></a><span class="lineno"> 1340</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> x2          = vadd_s16(<a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, x1, fixed_point_position), B);</div><div class="line"><a name="l01341"></a><span class="lineno"> 1341</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> x3          = vadd_s16(<a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, x2, fixed_point_position), A);</div><div class="line"><a name="l01342"></a><span class="lineno"> 1342</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">qint16x4_t</a> res         = <a class="code" href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">vmul_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, x3, fixed_point_position);</div><div class="line"><a name="l01343"></a><span class="lineno"> 1343</span>&#160;    <span class="keywordflow">return</span> res;</div><div class="line"><a name="l01344"></a><span class="lineno"> 1344</span>&#160;}</div><div class="ttc" id="namespacearm__compute_xhtml_a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29"><div class="ttname"><a href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29">arm_compute::Channel::A</a></div><div class="ttdoc">Alpha channel. </div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571"><div class="ttname"><a href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571">arm_compute::Channel::B</a></div><div class="ttdoc">Blue channel. </div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_ac1b67e3283a1cae4d57b7f64137f5f5c"><div class="ttname"><a href="namespacearm__compute.xhtml#ac1b67e3283a1cae4d57b7f64137f5f5c">arm_compute::vmul_qs16</a></div><div class="ttdeci">qint16x4_t vmul_qs16(qint16x4_t a, qint16x4_t b, int fixed_point_position)</div><div class="ttdoc">16 bit fixed point vector multiply (4 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00496">NEFixedPoint.inl:496</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a82c56f0856f56d430393e6a00baee983"><div class="ttname"><a href="namespacearm__compute.xhtml#a82c56f0856f56d430393e6a00baee983">arm_compute::qint16x4_t</a></div><div class="ttdeci">int16x4_t qint16x4_t</div><div class="ttdoc">16 bit fixed point vector with 4 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00041">NEFixedPoint.h:41</a></div></div>
@@ -25175,7 +25364,7 @@
 
 <p>References <a class="el" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29">A</a>, <a class="el" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571">B</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00479">vmul_qs8()</a>.</p>
 <div class="fragment"><div class="line"><a name="l01316"></a><span class="lineno"> 1316</span>&#160;{</div><div class="line"><a name="l01317"></a><span class="lineno"> 1317</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> shift_value = vdup_n_s8(-(7 - fixed_point_position));</div><div class="line"><a name="l01318"></a><span class="lineno"> 1318</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> const_one   = vdup_n_s8(1);</div><div class="line"><a name="l01319"></a><span class="lineno"> 1319</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> <a class="code" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29">A</a>           = vrshl_s8(islog ? log_tab_qs8[0] : exp_tab_qs8[0], islog ? vadd_s8(shift_value, const_one) : shift_value);</div><div class="line"><a name="l01320"></a><span class="lineno"> 1320</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> <a class="code" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571">B</a>           = vrshl_s8(islog ? log_tab_qs8[1] : exp_tab_qs8[1], shift_value);</div><div class="line"><a name="l01321"></a><span class="lineno"> 1321</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> C           = vrshl_s8(islog ? log_tab_qs8[2] : exp_tab_qs8[2], shift_value);</div><div class="line"><a name="l01322"></a><span class="lineno"> 1322</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> D           = vrshl_s8(islog ? log_tab_qs8[3] : exp_tab_qs8[3], shift_value);</div><div class="line"><a name="l01323"></a><span class="lineno"> 1323</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> x1          = vadd_s8(<a class="code" href="namespacearm__compute.xhtml#afccf1305c480f2338af8925bba6b54cd">vmul_qs8</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, D, fixed_point_position), C);</div><div class="line"><a name="l01324"></a><span class="lineno"> 1324</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> x2          = vadd_s8(<a class="code" href="namespacearm__compute.xhtml#afccf1305c480f2338af8925bba6b54cd">vmul_qs8</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, x1, fixed_point_position), B);</div><div class="line"><a name="l01325"></a><span class="lineno"> 1325</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> x3          = vadd_s8(<a class="code" href="namespacearm__compute.xhtml#afccf1305c480f2338af8925bba6b54cd">vmul_qs8</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, x2, fixed_point_position), A);</div><div class="line"><a name="l01326"></a><span class="lineno"> 1326</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">qint8x8_t</a> res         = <a class="code" href="namespacearm__compute.xhtml#afccf1305c480f2338af8925bba6b54cd">vmul_qs8</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, x3, fixed_point_position);</div><div class="line"><a name="l01327"></a><span class="lineno"> 1327</span>&#160;    <span class="keywordflow">return</span> res;</div><div class="line"><a name="l01328"></a><span class="lineno"> 1328</span>&#160;}</div><div class="ttc" id="namespacearm__compute_xhtml_a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29"><div class="ttname"><a href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29">arm_compute::Channel::A</a></div><div class="ttdoc">Alpha channel. </div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571"><div class="ttname"><a href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571">arm_compute::Channel::B</a></div><div class="ttdoc">Blue channel. </div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_afccf1305c480f2338af8925bba6b54cd"><div class="ttname"><a href="namespacearm__compute.xhtml#afccf1305c480f2338af8925bba6b54cd">arm_compute::vmul_qs8</a></div><div class="ttdeci">qint8x8_t vmul_qs8(qint8x8_t a, qint8x8_t b, int fixed_point_position)</div><div class="ttdoc">8 bit fixed point vector multiply (8 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00479">NEFixedPoint.inl:479</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a16a1bee14f1db073f75caa76dacf5078"><div class="ttname"><a href="namespacearm__compute.xhtml#a16a1bee14f1db073f75caa76dacf5078">arm_compute::qint8x8_t</a></div><div class="ttdeci">int8x8_t qint8x8_t</div><div class="ttdoc">8 bit fixed point vector with 8 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00033">NEFixedPoint.h:33</a></div></div>
@@ -25281,7 +25470,7 @@
 
 <p>References <a class="el" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29">A</a>, <a class="el" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571">B</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00533">vmulq_qs16()</a>.</p>
 <div class="fragment"><div class="line"><a name="l01396"></a><span class="lineno"> 1396</span>&#160;{</div><div class="line"><a name="l01397"></a><span class="lineno"> 1397</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> shift_value = vdupq_n_s16(-(15 - fixed_point_position));</div><div class="line"><a name="l01398"></a><span class="lineno"> 1398</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> const_one   = vdupq_n_s16(1);</div><div class="line"><a name="l01399"></a><span class="lineno"> 1399</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> <a class="code" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29">A</a>           = vrshlq_s16(islog ? log_tabq_qs16[0] : exp_tabq_qs16[0], islog ? vaddq_s16(shift_value, const_one) : shift_value);</div><div class="line"><a name="l01400"></a><span class="lineno"> 1400</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> <a class="code" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571">B</a>           = vrshlq_s16(islog ? log_tabq_qs16[1] : exp_tabq_qs16[1], shift_value);</div><div class="line"><a name="l01401"></a><span class="lineno"> 1401</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> C           = vrshlq_s16(islog ? log_tabq_qs16[2] : exp_tabq_qs16[2], shift_value);</div><div class="line"><a name="l01402"></a><span class="lineno"> 1402</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> D           = vrshlq_s16(islog ? log_tabq_qs16[3] : exp_tabq_qs16[3], shift_value);</div><div class="line"><a name="l01403"></a><span class="lineno"> 1403</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> x1          = vaddq_s16(<a class="code" href="namespacearm__compute.xhtml#a74ea79cda0ff6a819b2e5176fe0fc622">vmulq_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, D, fixed_point_position), C);</div><div class="line"><a name="l01404"></a><span class="lineno"> 1404</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> x2          = vaddq_s16(<a class="code" href="namespacearm__compute.xhtml#a74ea79cda0ff6a819b2e5176fe0fc622">vmulq_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, x1, fixed_point_position), B);</div><div class="line"><a name="l01405"></a><span class="lineno"> 1405</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> x3          = vaddq_s16(<a class="code" href="namespacearm__compute.xhtml#a74ea79cda0ff6a819b2e5176fe0fc622">vmulq_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, x2, fixed_point_position), A);</div><div class="line"><a name="l01406"></a><span class="lineno"> 1406</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">qint16x8_t</a> res         = <a class="code" href="namespacearm__compute.xhtml#a74ea79cda0ff6a819b2e5176fe0fc622">vmulq_qs16</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, x3, fixed_point_position);</div><div class="line"><a name="l01407"></a><span class="lineno"> 1407</span>&#160;    <span class="keywordflow">return</span> res;</div><div class="line"><a name="l01408"></a><span class="lineno"> 1408</span>&#160;}</div><div class="ttc" id="namespacearm__compute_xhtml_a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29"><div class="ttname"><a href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29">arm_compute::Channel::A</a></div><div class="ttdoc">Alpha channel. </div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571"><div class="ttname"><a href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571">arm_compute::Channel::B</a></div><div class="ttdoc">Blue channel. </div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a4e15143176bfacdde8b06f4bb0b67427"><div class="ttname"><a href="namespacearm__compute.xhtml#a4e15143176bfacdde8b06f4bb0b67427">arm_compute::qint16x8_t</a></div><div class="ttdeci">int16x8_t qint16x8_t</div><div class="ttdoc">16 bit fixed point vector with 8 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00045">NEFixedPoint.h:45</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a74ea79cda0ff6a819b2e5176fe0fc622"><div class="ttname"><a href="namespacearm__compute.xhtml#a74ea79cda0ff6a819b2e5176fe0fc622">arm_compute::vmulq_qs16</a></div><div class="ttdeci">qint16x8_t vmulq_qs16(qint16x8_t a, qint16x8_t b, int fixed_point_position)</div><div class="ttdoc">16 bit fixed point vector multiply (8 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00533">NEFixedPoint.inl:533</a></div></div>
@@ -25335,7 +25524,7 @@
 
 <p>References <a class="el" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29">A</a>, <a class="el" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571">B</a>, and <a class="el" href="_n_e_fixed_point_8inl_source.xhtml#l00513">vmulq_qs8()</a>.</p>
 <div class="fragment"><div class="line"><a name="l01380"></a><span class="lineno"> 1380</span>&#160;{</div><div class="line"><a name="l01381"></a><span class="lineno"> 1381</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> shift_value = vdupq_n_s8(-(7 - fixed_point_position));</div><div class="line"><a name="l01382"></a><span class="lineno"> 1382</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> const_one   = vdupq_n_s8(1);</div><div class="line"><a name="l01383"></a><span class="lineno"> 1383</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> <a class="code" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29">A</a>           = vrshlq_s8(islog ? log_tabq_qs8[0] : exp_tabq_qs8[0], islog ? vaddq_s8(shift_value, const_one) : shift_value);</div><div class="line"><a name="l01384"></a><span class="lineno"> 1384</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> <a class="code" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571">B</a>           = vrshlq_s8(islog ? log_tabq_qs8[1] : exp_tabq_qs8[1], shift_value);</div><div class="line"><a name="l01385"></a><span class="lineno"> 1385</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> C           = vrshlq_s8(islog ? log_tabq_qs8[2] : exp_tabq_qs8[2], shift_value);</div><div class="line"><a name="l01386"></a><span class="lineno"> 1386</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> D           = vrshlq_s8(islog ? log_tabq_qs8[3] : exp_tabq_qs8[3], shift_value);</div><div class="line"><a name="l01387"></a><span class="lineno"> 1387</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> x1          = vaddq_s8(<a class="code" href="namespacearm__compute.xhtml#a031b17d4102856aa4d6bf7ebf83bf0ab">vmulq_qs8</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, D, fixed_point_position), C);</div><div class="line"><a name="l01388"></a><span class="lineno"> 1388</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> x2          = vaddq_s8(<a class="code" href="namespacearm__compute.xhtml#a031b17d4102856aa4d6bf7ebf83bf0ab">vmulq_qs8</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, x1, fixed_point_position), B);</div><div class="line"><a name="l01389"></a><span class="lineno"> 1389</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> x3          = vaddq_s8(<a class="code" href="namespacearm__compute.xhtml#a031b17d4102856aa4d6bf7ebf83bf0ab">vmulq_qs8</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, x2, fixed_point_position), A);</div><div class="line"><a name="l01390"></a><span class="lineno"> 1390</span>&#160;    <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">qint8x16_t</a> res         = <a class="code" href="namespacearm__compute.xhtml#a031b17d4102856aa4d6bf7ebf83bf0ab">vmulq_qs8</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, x3, fixed_point_position);</div><div class="line"><a name="l01391"></a><span class="lineno"> 1391</span>&#160;    <span class="keywordflow">return</span> res;</div><div class="line"><a name="l01392"></a><span class="lineno"> 1392</span>&#160;}</div><div class="ttc" id="namespacearm__compute_xhtml_a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29"><div class="ttname"><a href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29">arm_compute::Channel::A</a></div><div class="ttdoc">Alpha channel. </div></div>
-<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">CLTensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00118">GEMM.cpp:118</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571"><div class="ttname"><a href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571">arm_compute::Channel::B</a></div><div class="ttdoc">Blue channel. </div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a5b99ed49abd6b7bf13dafdd17bcef855"><div class="ttname"><a href="namespacearm__compute.xhtml#a5b99ed49abd6b7bf13dafdd17bcef855">arm_compute::qint8x16_t</a></div><div class="ttdeci">int8x16_t qint8x16_t</div><div class="ttdoc">8 bit fixed point vector with 16 elements </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8h_source.xhtml#l00037">NEFixedPoint.h:37</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a031b17d4102856aa4d6bf7ebf83bf0ab"><div class="ttname"><a href="namespacearm__compute.xhtml#a031b17d4102856aa4d6bf7ebf83bf0ab">arm_compute::vmulq_qs8</a></div><div class="ttdeci">qint8x16_t vmulq_qs8(qint8x16_t a, qint8x16_t b, int fixed_point_position)</div><div class="ttdoc">8 bit fixed point vector multiply (16 elements) </div><div class="ttdef"><b>Definition:</b> <a href="_n_e_fixed_point_8inl_source.xhtml#l00513">NEFixedPoint.inl:513</a></div></div>
@@ -25437,7 +25626,7 @@
 <div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
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-    <li class="footer">Generated on Thu Dec 14 2017 23:48:35 for Compute Library by
+    <li class="footer">Generated on Wed Jan 24 2018 14:30:44 for Compute Library by
     <a href="http://www.doxygen.org/index.html">
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