arm_compute v18.03

Change-Id: I8f9a2a9d32a6cab019b8504d313216f28671f9f5
diff --git a/documentation/namespacearm__compute.xhtml b/documentation/namespacearm__compute.xhtml
index 7ce7b10..f410cb6 100644
--- a/documentation/namespacearm__compute.xhtml
+++ b/documentation/namespacearm__compute.xhtml
@@ -40,7 +40,7 @@
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    <div id="projectname">Compute Library
-   &#160;<span id="projectnumber">18.02</span>
+   &#160;<span id="projectnumber">18.03</span>
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@@ -1216,8 +1216,6 @@
 <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_i_n_e_winograd_layer_transform_weights_kernel.xhtml">INEWinogradLayerTransformWeightsKernel</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_interceptor.xhtml">Interceptor</a></td></tr>
-<tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
 <tr class="memitem:"><td class="memItemLeft" align="right" valign="top">struct &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structarm__compute_1_1_i_o_format_info.xhtml">IOFormatInfo</a></td></tr>
 <tr class="memdesc:"><td class="mdescLeft">&#160;</td><td class="mdescRight">IO formatting information class.  <a href="structarm__compute_1_1_i_o_format_info.xhtml#details">More...</a><br /></td></tr>
 <tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
@@ -7309,7 +7307,7 @@
 <p>Referenced by <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00526">permute()</a>.</p>
 <div class="fragment"><div class="line"><a name="l00207"></a><span class="lineno">  207</span>&#160;{</div><div class="line"><a name="l00208"></a><span class="lineno">  208</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="l00209"></a><span class="lineno">  209</span>&#160;    {</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_data_type(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#ac2ad7f431e3446fddcd9b6b9f93c4c14">data_type</a>);</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_num_channels(num_channels);</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_tensor_shape(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a45cde9abb508c62d67c3bb2b9bf566a5">shape</a>);</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_fixed_point_position(fixed_point_position);</div><div class="line"><a name="l00214"></a><span class="lineno">  214</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="l00215"></a><span class="lineno">  215</span>&#160;        <span class="keywordflow">return</span> <span class="keyword">true</span>;</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;</div><div class="line"><a name="l00218"></a><span class="lineno">  218</span>&#160;    <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00219"></a><span class="lineno">  219</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#l00133">Convolution.cpp:133</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="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00114">GEMM.cpp:114</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="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
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@@ -8151,11 +8149,11 @@
 
 <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_c_l_2_g_e_m_m_8cpp_source.xhtml#l00113">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#l00041">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#l00149">Window::validate()</a>, <a class="el" href="_window_8h_source.xhtml#l00136">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#l00145">Window::y()</a>.</p>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00115">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#l00041">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#l00149">Window::validate()</a>, <a class="el" href="_window_8h_source.xhtml#l00136">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#l00145">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#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_c_l_2_g_e_m_m_8cpp_source.xhtml#l00113">GEMM.cpp:113</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#l00115">GEMM.cpp:115</a></div></div>
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 </div>
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@@ -8267,11 +8265,11 @@
 
 <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_c_l_2_g_e_m_m_8cpp_source.xhtml#l00113">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#l00041">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#l00149">Window::validate()</a>, <a class="el" href="_window_8h_source.xhtml#l00136">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#l00145">Window::y()</a>.</p>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00115">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#l00041">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#l00149">Window::validate()</a>, <a class="el" href="_window_8h_source.xhtml#l00136">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#l00145">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#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_c_l_2_g_e_m_m_8cpp_source.xhtml#l00113">GEMM.cpp:113</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#l00115">GEMM.cpp:115</a></div></div>
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@@ -8345,11 +8343,11 @@
 
 <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_c_l_2_g_e_m_m_8cpp_source.xhtml#l00113">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#l00184">Iterator::ptr()</a>, <a class="el" href="_window_8inl_source.xhtml#l00041">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#l00149">Window::validate()</a>, <a class="el" href="_window_8h_source.xhtml#l00136">Window::x()</a>, and <a class="el" href="_window_8h_source.xhtml#l00145">Window::y()</a>.</p>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00115">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#l00184">Iterator::ptr()</a>, <a class="el" href="_window_8inl_source.xhtml#l00041">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#l00149">Window::validate()</a>, <a class="el" href="_window_8h_source.xhtml#l00136">Window::x()</a>, and <a class="el" href="_window_8h_source.xhtml#l00145">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#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_c_l_2_g_e_m_m_8cpp_source.xhtml#l00113">GEMM.cpp:113</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#l00115">GEMM.cpp:115</a></div></div>
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@@ -8385,11 +8383,11 @@
 
 <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_c_l_2_g_e_m_m_8cpp_source.xhtml#l00113">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#l00184">Iterator::ptr()</a>, <a class="el" href="_window_8inl_source.xhtml#l00041">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#l00149">Window::validate()</a>, <a class="el" href="_window_8h_source.xhtml#l00136">Window::x()</a>, and <a class="el" href="_window_8h_source.xhtml#l00145">Window::y()</a>.</p>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00115">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#l00184">Iterator::ptr()</a>, <a class="el" href="_window_8inl_source.xhtml#l00041">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#l00149">Window::validate()</a>, <a class="el" href="_window_8h_source.xhtml#l00136">Window::x()</a>, and <a class="el" href="_window_8h_source.xhtml#l00145">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#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_c_l_2_g_e_m_m_8cpp_source.xhtml#l00113">GEMM.cpp:113</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#l00115">GEMM.cpp:115</a></div></div>
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@@ -8464,11 +8462,11 @@
 
 <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_c_l_2_g_e_m_m_8cpp_source.xhtml#l00113">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#l00184">Iterator::ptr()</a>, and <a class="el" href="_window_8inl_source.xhtml#l00149">Window::validate()</a>.</p>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00115">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#l00184">Iterator::ptr()</a>, and <a class="el" href="_window_8inl_source.xhtml#l00149">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#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_c_l_2_g_e_m_m_8cpp_source.xhtml#l00113">GEMM.cpp:113</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#l00115">GEMM.cpp:115</a></div></div>
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@@ -8621,11 +8619,11 @@
 
 <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_c_l_2_g_e_m_m_8cpp_source.xhtml#l00113">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#l00184">Iterator::ptr()</a>.</p>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00115">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#l00184">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#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_c_l_2_g_e_m_m_8cpp_source.xhtml#l00113">GEMM.cpp:113</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#l00115">GEMM.cpp:115</a></div></div>
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@@ -9003,7 +9001,7 @@
 
 <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="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00114">GEMM.cpp:114</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="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
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 </div>
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@@ -9109,12 +9107,12 @@
 
 <p>Definition at line <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml#l00784">784</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_c_l_2_g_e_m_m_8cpp_source.xhtml#l00119">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#l00120">arm_compute::test::validation::b</a>, <a class="el" href="_c_l_2_convolution_8cpp_source.xhtml#l00133">arm_compute::test::validation::border_mode</a>, <a class="el" href="namespacearm__compute.xhtml#afa7962c747457714d0944af80cb07058">calculate_same_pad()</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="l00785"></a><span class="lineno">  785</span>&#160;{</div><div class="line"><a name="l00786"></a><span class="lineno">  786</span>&#160;    <span class="keyword">auto</span> gez = [](<span class="keyword">const</span> int16_t v)</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">return</span> v &gt;= 0;</div><div class="line"><a name="l00789"></a><span class="lineno">  789</span>&#160;    };</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="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="l00792"></a><span class="lineno">  792</span>&#160;</div><div class="line"><a name="l00793"></a><span class="lineno">  793</span>&#160;    <span class="keywordflow">if</span>(only_positive_coefficients)</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="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="l00796"></a><span class="lineno">  796</span>&#160;        <span class="keywordflow">if</span>(max_conv_value &lt;= UINT16_MAX)</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> DataType::U16;</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">else</span></div><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="keywordflow">return</span> DataType::S32;</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;    }</div><div class="line"><a name="l00805"></a><span class="lineno">  805</span>&#160;    <span class="keywordflow">else</span></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="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="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">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="l00810"></a><span class="lineno">  810</span>&#160;        })</div><div class="line"><a name="l00811"></a><span class="lineno">  811</span>&#160;        * UINT8_MAX;</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="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="l00814"></a><span class="lineno">  814</span>&#160;        {</div><div class="line"><a name="l00815"></a><span class="lineno">  815</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="l00816"></a><span class="lineno">  816</span>&#160;        })</div><div class="line"><a name="l00817"></a><span class="lineno">  817</span>&#160;        * UINT8_MAX;</div><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="keywordflow">if</span>((INT16_MIN &lt;= min_value) &amp;&amp; (INT16_MAX &gt;= max_value))</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> DataType::S16;</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">else</span></div><div class="line"><a name="l00824"></a><span class="lineno">  824</span>&#160;        {</div><div class="line"><a name="l00825"></a><span class="lineno">  825</span>&#160;            <span class="keywordflow">return</span> DataType::S32;</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;    }</div><div class="line"><a name="l00828"></a><span class="lineno">  828</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_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#l00119">GEMM.cpp:119</a></div></div>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00121">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#l00122">arm_compute::test::validation::b</a>, <a class="el" href="_c_l_2_convolution_8cpp_source.xhtml#l00133">arm_compute::test::validation::border_mode</a>, <a class="el" href="namespacearm__compute.xhtml#afa7962c747457714d0944af80cb07058">calculate_same_pad()</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="l00785"></a><span class="lineno">  785</span>&#160;{</div><div class="line"><a name="l00786"></a><span class="lineno">  786</span>&#160;    <span class="keyword">auto</span> gez = [](<span class="keyword">const</span> int16_t v)</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">return</span> v &gt;= 0;</div><div class="line"><a name="l00789"></a><span class="lineno">  789</span>&#160;    };</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="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="l00792"></a><span class="lineno">  792</span>&#160;</div><div class="line"><a name="l00793"></a><span class="lineno">  793</span>&#160;    <span class="keywordflow">if</span>(only_positive_coefficients)</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="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="l00796"></a><span class="lineno">  796</span>&#160;        <span class="keywordflow">if</span>(max_conv_value &lt;= UINT16_MAX)</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> DataType::U16;</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">else</span></div><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="keywordflow">return</span> DataType::S32;</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;    }</div><div class="line"><a name="l00805"></a><span class="lineno">  805</span>&#160;    <span class="keywordflow">else</span></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="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="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">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="l00810"></a><span class="lineno">  810</span>&#160;        })</div><div class="line"><a name="l00811"></a><span class="lineno">  811</span>&#160;        * UINT8_MAX;</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="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="l00814"></a><span class="lineno">  814</span>&#160;        {</div><div class="line"><a name="l00815"></a><span class="lineno">  815</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="l00816"></a><span class="lineno">  816</span>&#160;        })</div><div class="line"><a name="l00817"></a><span class="lineno">  817</span>&#160;        * UINT8_MAX;</div><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="keywordflow">if</span>((INT16_MIN &lt;= min_value) &amp;&amp; (INT16_MAX &gt;= max_value))</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> DataType::S16;</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">else</span></div><div class="line"><a name="l00824"></a><span class="lineno">  824</span>&#160;        {</div><div class="line"><a name="l00825"></a><span class="lineno">  825</span>&#160;            <span class="keywordflow">return</span> DataType::S32;</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;    }</div><div class="line"><a name="l00828"></a><span class="lineno">  828</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_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#l00121">GEMM.cpp:121</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#l00140">Convolution.cpp:140</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">CLTensor b</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#l00122">GEMM.cpp:122</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -13712,7 +13710,7 @@
 
 <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#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="l00343"></a><span class="lineno">  343</span>&#160;{</div><div class="line"><a name="l00344"></a><span class="lineno">  344</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="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">case</span> DataType::UNKNOWN:</div><div class="line"><a name="l00347"></a><span class="lineno">  347</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;UNKNOWN&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::U8:</div><div class="line"><a name="l00350"></a><span class="lineno">  350</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;U8&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::QS8:</div><div class="line"><a name="l00353"></a><span class="lineno">  353</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;QS8&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::QASYMM8:</div><div class="line"><a name="l00356"></a><span class="lineno">  356</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;QASYMM8&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::S8:</div><div class="line"><a name="l00359"></a><span class="lineno">  359</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;S8&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::U16:</div><div class="line"><a name="l00362"></a><span class="lineno">  362</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;U16&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::S16:</div><div class="line"><a name="l00365"></a><span class="lineno">  365</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;S16&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::QS16:</div><div class="line"><a name="l00368"></a><span class="lineno">  368</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;QS16&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::U32:</div><div class="line"><a name="l00371"></a><span class="lineno">  371</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;U32&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::S32:</div><div class="line"><a name="l00374"></a><span class="lineno">  374</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;S32&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::U64:</div><div class="line"><a name="l00377"></a><span class="lineno">  377</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;U64&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::S64:</div><div class="line"><a name="l00380"></a><span class="lineno">  380</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;S64&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::F16:</div><div class="line"><a name="l00383"></a><span class="lineno">  383</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;F16&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::F32:</div><div class="line"><a name="l00386"></a><span class="lineno">  386</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;F32&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::F64:</div><div class="line"><a name="l00389"></a><span class="lineno">  389</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;F64&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">case</span> DataType::SIZET:</div><div class="line"><a name="l00392"></a><span class="lineno">  392</span>&#160;            os &lt;&lt; <span class="stringliteral">&quot;SIZET&quot;</span>;</div><div class="line"><a name="l00393"></a><span class="lineno">  393</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00394"></a><span class="lineno">  394</span>&#160;        <span class="keywordflow">default</span>:</div><div class="line"><a name="l00395"></a><span class="lineno">  395</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="l00396"></a><span class="lineno">  396</span>&#160;    }</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;    <span class="keywordflow">return</span> os;</div><div class="line"><a name="l00399"></a><span class="lineno">  399</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="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00114">GEMM.cpp:114</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="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
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@@ -14400,9 +14398,9 @@
 
 <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_c_l_2_g_e_m_m_8cpp_source.xhtml#l00121">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>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00123">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#l00121">GEMM.cpp:121</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#l00123">GEMM.cpp:123</a></div></div>
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@@ -14500,7 +14498,7 @@
 
 <p>Definition at line <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00526">526</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#l00201">auto_init_if_empty()</a>, <a class="el" href="_dimensions_8h_source.xhtml#l00170">Dimensions&lt; T &gt;::begin()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00291">calculate_valid_region_scale()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00343">coords2index()</a>, <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00114">arm_compute::test::validation::data_type</a>, <a class="el" href="_dimensions_8h_source.xhtml#l00185">Dimensions&lt; T &gt;::end()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00324">index2coords()</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#l00077">TensorShape::set()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00258">set_data_type_if_unknown()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00269">set_fixed_point_position_if_zero()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00247">set_format_if_unknown()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00280">set_quantization_info_if_empty()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00236">set_shape_if_empty()</a>, and <a class="el" href="_c_l_2_convolution_8cpp_source.xhtml#l00133">arm_compute::test::validation::shape</a>.</p>
+<p>References <a class="el" href="_helpers_8inl_source.xhtml#l00201">auto_init_if_empty()</a>, <a class="el" href="_dimensions_8h_source.xhtml#l00170">Dimensions&lt; T &gt;::begin()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00291">calculate_valid_region_scale()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00343">coords2index()</a>, <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00116">arm_compute::test::validation::data_type</a>, <a class="el" href="_dimensions_8h_source.xhtml#l00185">Dimensions&lt; T &gt;::end()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00324">index2coords()</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#l00077">TensorShape::set()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00258">set_data_type_if_unknown()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00269">set_fixed_point_position_if_zero()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00247">set_format_if_unknown()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00280">set_quantization_info_if_empty()</a>, <a class="el" href="_helpers_8inl_source.xhtml#l00236">set_shape_if_empty()</a>, and <a class="el" href="_c_l_2_convolution_8cpp_source.xhtml#l00133">arm_compute::test::validation::shape</a>.</p>
 <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="keyword">auto</span> shape_copy = utility::make_array&lt;TensorShape::num_max_dimensions&gt;(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a45cde9abb508c62d67c3bb2b9bf566a5">shape</a>.begin(), <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a45cde9abb508c62d67c3bb2b9bf566a5">shape</a>.end());</div><div class="line"><a name="l00529"></a><span class="lineno">  529</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="l00530"></a><span class="lineno">  530</span>&#160;    {</div><div class="line"><a name="l00531"></a><span class="lineno">  531</span>&#160;        <span class="keywordtype">size_t</span> dimension_val = (perm[i] &lt; <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a45cde9abb508c62d67c3bb2b9bf566a5">shape</a>.num_dimensions()) ? shape_copy[perm[i]] : 1;</div><div class="line"><a name="l00532"></a><span class="lineno">  532</span>&#160;        <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a45cde9abb508c62d67c3bb2b9bf566a5">shape</a>.set(i, dimension_val);</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;}</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#l00133">Convolution.cpp:133</a></div></div>
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@@ -15131,11 +15129,11 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00067">67</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</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::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#l00121">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#l00284">sqexp_qs16()</a>.</p>
 <div class="fragment"><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="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="l00070"></a><span class="lineno">   70</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">CLTensor a</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_1_1test_1_1validation_xhtml_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#l00121">GEMM.cpp:121</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>
@@ -15173,11 +15171,11 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00062">62</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</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::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#l00121">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#l00261">sqexp_qs8()</a>.</p>
 <div class="fragment"><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> (<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="l00065"></a><span class="lineno">   65</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">CLTensor a</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_1_1test_1_1validation_xhtml_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#l00121">GEMM.cpp:121</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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 </div>
@@ -15226,11 +15224,11 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00077">77</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</a>.</p>
 
-<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00120">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#l00122">arm_compute::test::validation::b</a>.</p>
 
 <p>Referenced by <a class="el" href="_fixed_point_8inl_source.xhtml#l00340">slog_qs16()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00078"></a><span class="lineno">   78</span>&#160;{</div><div class="line"><a name="l00079"></a><span class="lineno">   79</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="l00080"></a><span class="lineno">   80</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_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#l00119">GEMM.cpp:119</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#l00120">GEMM.cpp:120</a></div></div>
+<div class="fragment"><div class="line"><a name="l00078"></a><span class="lineno">   78</span>&#160;{</div><div class="line"><a name="l00079"></a><span class="lineno">   79</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="l00080"></a><span class="lineno">   80</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_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#l00121">GEMM.cpp:121</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#l00122">GEMM.cpp:122</a></div></div>
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 </div>
 </div>
@@ -15278,11 +15276,11 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00072">72</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</a>.</p>
 
-<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00120">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#l00122">arm_compute::test::validation::b</a>.</p>
 
 <p>Referenced by <a class="el" href="_fixed_point_8inl_source.xhtml#l00307">slog_qs8()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00073"></a><span class="lineno">   73</span>&#160;{</div><div class="line"><a name="l00074"></a><span class="lineno">   74</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="l00075"></a><span class="lineno">   75</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_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#l00119">GEMM.cpp:119</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#l00120">GEMM.cpp:120</a></div></div>
+<div class="fragment"><div class="line"><a name="l00073"></a><span class="lineno">   73</span>&#160;{</div><div class="line"><a name="l00074"></a><span class="lineno">   74</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="l00075"></a><span class="lineno">   75</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_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#l00121">GEMM.cpp:121</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#l00122">GEMM.cpp:122</a></div></div>
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@@ -15438,8 +15436,8 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00384">384</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</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::a</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> <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="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#l00119">GEMM.cpp:119</a></div></div>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00121">arm_compute::test::validation::a</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> <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="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#l00121">GEMM.cpp:121</a></div></div>
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@@ -15487,8 +15485,8 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00373">373</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</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::a</a>.</p>
-<div class="fragment"><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="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="l00376"></a><span class="lineno">  376</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_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#l00119">GEMM.cpp:119</a></div></div>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00121">arm_compute::test::validation::a</a>.</p>
+<div class="fragment"><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="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="l00376"></a><span class="lineno">  376</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_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#l00121">GEMM.cpp:121</a></div></div>
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 </div>
@@ -15543,13 +15541,13 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00255">255</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</a>.</p>
 
-<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00120">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#l00122">arm_compute::test::validation::b</a>.</p>
 
 <p>Referenced by <a class="el" href="_fixed_point_8inl_source.xhtml#l00340">slog_qs16()</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;    <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="l00258"></a><span class="lineno">  258</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="l00259"></a><span class="lineno">  259</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_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#l00119">GEMM.cpp:119</a></div></div>
+<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;    <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="l00258"></a><span class="lineno">  258</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="l00259"></a><span class="lineno">  259</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_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#l00121">GEMM.cpp:121</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">CLTensor b</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#l00122">GEMM.cpp:122</a></div></div>
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@@ -15604,13 +15602,13 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00249">249</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</a>.</p>
 
-<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00120">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#l00122">arm_compute::test::validation::b</a>.</p>
 
 <p>Referenced by <a class="el" href="_fixed_point_8inl_source.xhtml#l00307">slog_qs8()</a>.</p>
-<div class="fragment"><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;    <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="l00252"></a><span class="lineno">  252</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="l00253"></a><span class="lineno">  253</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_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#l00119">GEMM.cpp:119</a></div></div>
+<div class="fragment"><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;    <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="l00252"></a><span class="lineno">  252</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="l00253"></a><span class="lineno">  253</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_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#l00121">GEMM.cpp:121</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">CLTensor b</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#l00122">GEMM.cpp:122</a></div></div>
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@@ -15717,7 +15715,7 @@
 
 <p>Referenced by <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00526">permute()</a>.</p>
 <div class="fragment"><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">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="l00261"></a><span class="lineno">  261</span>&#160;    {</div><div class="line"><a name="l00262"></a><span class="lineno">  262</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="l00263"></a><span class="lineno">  263</span>&#160;        <span class="keywordflow">return</span> <span class="keyword">true</span>;</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;</div><div class="line"><a name="l00266"></a><span class="lineno">  266</span>&#160;    <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00267"></a><span class="lineno">  267</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="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00114">GEMM.cpp:114</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="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</a></div></div>
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@@ -15968,7 +15966,7 @@
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00229">229</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#l00149">smul_qs16()</a>, and <a class="el" href="_fixed_point_8inl_source.xhtml#l00114">ssub_qs16()</a>.</p>
-<div class="fragment"><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;    <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="l00232"></a><span class="lineno">  232</span>&#160;</div><div class="line"><a name="l00233"></a><span class="lineno">  233</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="l00234"></a><span class="lineno">  234</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="l00235"></a><span class="lineno">  235</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a>       x2          = temp;</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;    <span class="comment">// We need three iterations to find the result</span></div><div class="line"><a name="l00238"></a><span class="lineno">  238</span>&#160;    <span class="keywordflow">for</span>(<span class="keywordtype">int</span> i = 0; i &lt; 3; ++i)</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;        <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="l00241"></a><span class="lineno">  241</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="l00242"></a><span class="lineno">  242</span>&#160;    }</div><div class="line"><a name="l00243"></a><span class="lineno">  243</span>&#160;</div><div class="line"><a name="l00244"></a><span class="lineno">  244</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="l00245"></a><span class="lineno">  245</span>&#160;</div><div class="line"><a name="l00246"></a><span class="lineno">  246</span>&#160;    <span class="keywordflow">return</span> temp;</div><div class="line"><a name="l00247"></a><span class="lineno">  247</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_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#l00119">GEMM.cpp:119</a></div></div>
+<div class="fragment"><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;    <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="l00232"></a><span class="lineno">  232</span>&#160;</div><div class="line"><a name="l00233"></a><span class="lineno">  233</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="l00234"></a><span class="lineno">  234</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="l00235"></a><span class="lineno">  235</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a>       x2          = temp;</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;    <span class="comment">// We need three iterations to find the result</span></div><div class="line"><a name="l00238"></a><span class="lineno">  238</span>&#160;    <span class="keywordflow">for</span>(<span class="keywordtype">int</span> i = 0; i &lt; 3; ++i)</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;        <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="l00241"></a><span class="lineno">  241</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="l00242"></a><span class="lineno">  242</span>&#160;    }</div><div class="line"><a name="l00243"></a><span class="lineno">  243</span>&#160;</div><div class="line"><a name="l00244"></a><span class="lineno">  244</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="l00245"></a><span class="lineno">  245</span>&#160;</div><div class="line"><a name="l00246"></a><span class="lineno">  246</span>&#160;    <span class="keywordflow">return</span> temp;</div><div class="line"><a name="l00247"></a><span class="lineno">  247</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_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#l00121">GEMM.cpp:121</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#l00149">FixedPoint.inl:149</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#l00114">FixedPoint.inl:114</a></div></div>
@@ -16022,7 +16020,7 @@
 <p>References <a class="el" href="_fixed_point_8inl_source.xhtml#l00137">smul_qs8()</a>, and <a class="el" href="_fixed_point_8inl_source.xhtml#l00109">ssub_qs8()</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="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="l00212"></a><span class="lineno">  212</span>&#160;</div><div class="line"><a name="l00213"></a><span class="lineno">  213</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="l00214"></a><span class="lineno">  214</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="l00215"></a><span class="lineno">  215</span>&#160;    <a class="code" href="namespacearm__compute.xhtml#a4c3f681c30c9398c45bc3cd5dc4f038a">qint8_t</a>       x2          = temp;</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="comment">// We need three iterations to find the result</span></div><div class="line"><a name="l00218"></a><span class="lineno">  218</span>&#160;    <span class="keywordflow">for</span>(<span class="keywordtype">int</span> i = 0; i &lt; 3; ++i)</div><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;        <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="l00221"></a><span class="lineno">  221</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="l00222"></a><span class="lineno">  222</span>&#160;    }</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;    temp = shift &lt; 0 ? (x2 &lt;&lt; (-shift &gt;&gt; 1)) : (x2 &gt;&gt; (shift &gt;&gt; 1));</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;    <span class="keywordflow">return</span> temp;</div><div class="line"><a name="l00227"></a><span class="lineno">  227</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#l00137">FixedPoint.inl:137</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#l00109">FixedPoint.inl:109</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#l00119">GEMM.cpp:119</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#l00121">GEMM.cpp:121</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>
@@ -16073,7 +16071,7 @@
 
 <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#l00077">sadd_qs16()</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00255">sdiv_qs16()</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00149">smul_qs16()</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00091">sqadd_qs16()</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00173">sqmul_qs16()</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00114">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="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">// Constants</span></div><div class="line"><a name="l00343"></a><span class="lineno">  343</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="l00344"></a><span class="lineno">  344</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="l00345"></a><span class="lineno">  345</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="l00346"></a><span class="lineno">  346</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="l00347"></a><span class="lineno">  347</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="l00348"></a><span class="lineno">  348</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="l00349"></a><span class="lineno">  349</span>&#160;</div><div class="line"><a name="l00350"></a><span class="lineno">  350</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="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> 0;</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">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="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> -<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="l00357"></a><span class="lineno">  357</span>&#160;    }</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="comment">// Remove even powers of 2</span></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> 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="l00361"></a><span class="lineno">  361</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="l00362"></a><span class="lineno">  362</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="l00363"></a><span class="lineno">  363</span>&#160;</div><div class="line"><a name="l00364"></a><span class="lineno">  364</span>&#160;    <span class="comment">// Polynomial expansion</span></div><div class="line"><a name="l00365"></a><span class="lineno">  365</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="l00366"></a><span class="lineno">  366</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="l00367"></a><span class="lineno">  367</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="l00368"></a><span class="lineno">  368</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="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">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="l00371"></a><span class="lineno">  371</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">CLTensor a</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_1_1test_1_1validation_xhtml_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#l00121">GEMM.cpp:121</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#l00255">FixedPoint.inl:255</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>
@@ -16135,7 +16133,7 @@
 <div class="fragment"><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="comment">// Constants</span></div><div class="line"><a name="l00310"></a><span class="lineno">  310</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="l00311"></a><span class="lineno">  311</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="l00312"></a><span class="lineno">  312</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="l00313"></a><span class="lineno">  313</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="l00314"></a><span class="lineno">  314</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="l00315"></a><span class="lineno">  315</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="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">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="l00318"></a><span class="lineno">  318</span>&#160;    {</div><div class="line"><a name="l00319"></a><span class="lineno">  319</span>&#160;        <span class="keywordflow">return</span> 0;</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;    <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="l00322"></a><span class="lineno">  322</span>&#160;    {</div><div class="line"><a name="l00323"></a><span class="lineno">  323</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="l00324"></a><span class="lineno">  324</span>&#160;    }</div><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="comment">// Remove even powers of 2</span></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> 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="l00328"></a><span class="lineno">  328</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="l00329"></a><span class="lineno">  329</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="l00330"></a><span class="lineno">  330</span>&#160;</div><div class="line"><a name="l00331"></a><span class="lineno">  331</span>&#160;    <span class="comment">// Polynomial expansion</span></div><div class="line"><a name="l00332"></a><span class="lineno">  332</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="l00333"></a><span class="lineno">  333</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="l00334"></a><span class="lineno">  334</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="l00335"></a><span class="lineno">  335</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="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">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="l00338"></a><span class="lineno">  338</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#l00137">FixedPoint.inl:137</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#l00109">FixedPoint.inl:109</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#l00119">GEMM.cpp:119</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#l00121">GEMM.cpp:121</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#l00072">FixedPoint.inl:72</a></div></div>
@@ -16198,13 +16196,13 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00149">149</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</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::a</a>.</p>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00121">arm_compute::test::validation::a</a>.</p>
 
 <p>Referenced by <a class="el" href="_fixed_point_8inl_source.xhtml#l00229">sinvsqrt_qs16()</a>, and <a class="el" href="_fixed_point_8inl_source.xhtml#l00340">slog_qs16()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00150"></a><span class="lineno">  150</span>&#160;{</div><div class="line"><a name="l00151"></a><span class="lineno">  151</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="l00152"></a><span class="lineno">  152</span>&#160;</div><div class="line"><a name="l00153"></a><span class="lineno">  153</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="l00154"></a><span class="lineno">  154</span>&#160;</div><div class="line"><a name="l00155"></a><span class="lineno">  155</span>&#160;    <span class="comment">// Rounding up</span></div><div class="line"><a name="l00156"></a><span class="lineno">  156</span>&#160;    tmp += round_up_const;</div><div class="line"><a name="l00157"></a><span class="lineno">  157</span>&#160;</div><div class="line"><a name="l00158"></a><span class="lineno">  158</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="l00159"></a><span class="lineno">  159</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_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#l00119">GEMM.cpp:119</a></div></div>
+<div class="fragment"><div class="line"><a name="l00150"></a><span class="lineno">  150</span>&#160;{</div><div class="line"><a name="l00151"></a><span class="lineno">  151</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="l00152"></a><span class="lineno">  152</span>&#160;</div><div class="line"><a name="l00153"></a><span class="lineno">  153</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="l00154"></a><span class="lineno">  154</span>&#160;</div><div class="line"><a name="l00155"></a><span class="lineno">  155</span>&#160;    <span class="comment">// Rounding up</span></div><div class="line"><a name="l00156"></a><span class="lineno">  156</span>&#160;    tmp += round_up_const;</div><div class="line"><a name="l00157"></a><span class="lineno">  157</span>&#160;</div><div class="line"><a name="l00158"></a><span class="lineno">  158</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="l00159"></a><span class="lineno">  159</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_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#l00121">GEMM.cpp:121</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">CLTensor b</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#l00122">GEMM.cpp:122</a></div></div>
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@@ -16259,13 +16257,13 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00137">137</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</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::a</a>.</p>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00121">arm_compute::test::validation::a</a>.</p>
 
 <p>Referenced by <a class="el" href="_fixed_point_8inl_source.xhtml#l00209">sinvsqrt_qs8()</a>, and <a class="el" href="_fixed_point_8inl_source.xhtml#l00307">slog_qs8()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00138"></a><span class="lineno">  138</span>&#160;{</div><div class="line"><a name="l00139"></a><span class="lineno">  139</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="l00140"></a><span class="lineno">  140</span>&#160;</div><div class="line"><a name="l00141"></a><span class="lineno">  141</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="l00142"></a><span class="lineno">  142</span>&#160;</div><div class="line"><a name="l00143"></a><span class="lineno">  143</span>&#160;    <span class="comment">// Rounding up</span></div><div class="line"><a name="l00144"></a><span class="lineno">  144</span>&#160;    tmp += round_up_const;</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> <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="l00147"></a><span class="lineno">  147</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_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#l00119">GEMM.cpp:119</a></div></div>
+<div class="fragment"><div class="line"><a name="l00138"></a><span class="lineno">  138</span>&#160;{</div><div class="line"><a name="l00139"></a><span class="lineno">  139</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="l00140"></a><span class="lineno">  140</span>&#160;</div><div class="line"><a name="l00141"></a><span class="lineno">  141</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="l00142"></a><span class="lineno">  142</span>&#160;</div><div class="line"><a name="l00143"></a><span class="lineno">  143</span>&#160;    <span class="comment">// Rounding up</span></div><div class="line"><a name="l00144"></a><span class="lineno">  144</span>&#160;    tmp += round_up_const;</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> <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="l00147"></a><span class="lineno">  147</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_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#l00121">GEMM.cpp:121</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">CLTensor b</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#l00122">GEMM.cpp:122</a></div></div>
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@@ -16313,14 +16311,14 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00091">91</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</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::a</a>, and <a class="el" href="utility_8h_source.xhtml#l00140">arm_compute::utility::saturate_cast()</a>.</p>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00121">arm_compute::test::validation::a</a>, and <a class="el" href="utility_8h_source.xhtml#l00140">arm_compute::utility::saturate_cast()</a>.</p>
 
 <p>Referenced by <a class="el" href="_fixed_point_8inl_source.xhtml#l00340">slog_qs16()</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00284">sqexp_qs16()</a>, and <a class="el" href="_fixed_point_8inl_source.xhtml#l00055">sshr_qs16()</a>.</p>
-<div class="fragment"><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="comment">// We need to store the temporary result in qint32_t otherwise we cannot evaluate the overflow</span></div><div class="line"><a name="l00094"></a><span class="lineno">   94</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="l00095"></a><span class="lineno">   95</span>&#160;</div><div class="line"><a name="l00096"></a><span class="lineno">   96</span>&#160;    <span class="comment">// Saturate the result in case of overflow and cast to qint16_t</span></div><div class="line"><a name="l00097"></a><span class="lineno">   97</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1utility.xhtml#a26bf8243169fc3fd2299024c25b0aa0d">utility::saturate_cast</a>&lt;<a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a>&gt;(tmp);</div><div class="line"><a name="l00098"></a><span class="lineno">   98</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_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#l00119">GEMM.cpp:119</a></div></div>
+<div class="fragment"><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="comment">// We need to store the temporary result in qint32_t otherwise we cannot evaluate the overflow</span></div><div class="line"><a name="l00094"></a><span class="lineno">   94</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="l00095"></a><span class="lineno">   95</span>&#160;</div><div class="line"><a name="l00096"></a><span class="lineno">   96</span>&#160;    <span class="comment">// Saturate the result in case of overflow and cast to qint16_t</span></div><div class="line"><a name="l00097"></a><span class="lineno">   97</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1utility.xhtml#a26bf8243169fc3fd2299024c25b0aa0d">utility::saturate_cast</a>&lt;<a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a>&gt;(tmp);</div><div class="line"><a name="l00098"></a><span class="lineno">   98</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_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#l00121">GEMM.cpp:121</a></div></div>
 <div class="ttc" id="namespacearm__compute_1_1utility_xhtml_a26bf8243169fc3fd2299024c25b0aa0d"><div class="ttname"><a href="namespacearm__compute_1_1utility.xhtml#a26bf8243169fc3fd2299024c25b0aa0d">arm_compute::utility::saturate_cast</a></div><div class="ttdeci">T saturate_cast(U val)</div><div class="ttdoc">Type cast with saturation. </div><div class="ttdef"><b>Definition:</b> <a href="utility_8h_source.xhtml#l00140">utility.h:140</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">CLTensor b</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#l00122">GEMM.cpp:122</a></div></div>
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@@ -16368,12 +16366,12 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00100">100</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</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::a</a>, and <a class="el" href="utility_8h_source.xhtml#l00140">arm_compute::utility::saturate_cast()</a>.</p>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00121">arm_compute::test::validation::a</a>, and <a class="el" href="utility_8h_source.xhtml#l00140">arm_compute::utility::saturate_cast()</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;    <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="l00103"></a><span class="lineno">  103</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="l00104"></a><span class="lineno">  104</span>&#160;</div><div class="line"><a name="l00105"></a><span class="lineno">  105</span>&#160;    <span class="comment">// Saturate the result in case of overflow and cast to qint32_t</span></div><div class="line"><a name="l00106"></a><span class="lineno">  106</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1utility.xhtml#a26bf8243169fc3fd2299024c25b0aa0d">utility::saturate_cast</a>&lt;<a class="code" href="namespacearm__compute.xhtml#aa06c95f9976f3729316d689b4419089f">qint32_t</a>&gt;(tmp);</div><div class="line"><a name="l00107"></a><span class="lineno">  107</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">CLTensor a</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_1_1test_1_1validation_xhtml_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#l00121">GEMM.cpp:121</a></div></div>
 <div class="ttc" id="namespacearm__compute_1_1utility_xhtml_a26bf8243169fc3fd2299024c25b0aa0d"><div class="ttname"><a href="namespacearm__compute_1_1utility.xhtml#a26bf8243169fc3fd2299024c25b0aa0d">arm_compute::utility::saturate_cast</a></div><div class="ttdeci">T saturate_cast(U val)</div><div class="ttdoc">Type cast with saturation. </div><div class="ttdef"><b>Definition:</b> <a href="utility_8h_source.xhtml#l00140">utility.h:140</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">CLTensor b</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#l00122">GEMM.cpp:122</a></div></div>
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@@ -16421,14 +16419,14 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00082">82</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</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::a</a>, and <a class="el" href="utility_8h_source.xhtml#l00140">arm_compute::utility::saturate_cast()</a>.</p>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00121">arm_compute::test::validation::a</a>, and <a class="el" href="utility_8h_source.xhtml#l00140">arm_compute::utility::saturate_cast()</a>.</p>
 
 <p>Referenced by <a class="el" href="_fixed_point_8inl_source.xhtml#l00307">slog_qs8()</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00261">sqexp_qs8()</a>, and <a class="el" href="_fixed_point_8inl_source.xhtml#l00048">sshr_qs8()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00083"></a><span class="lineno">   83</span>&#160;{</div><div class="line"><a name="l00084"></a><span class="lineno">   84</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="l00085"></a><span class="lineno">   85</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="l00086"></a><span class="lineno">   86</span>&#160;</div><div class="line"><a name="l00087"></a><span class="lineno">   87</span>&#160;    <span class="comment">// Saturate the result in case of overflow and cast to qint8_t</span></div><div class="line"><a name="l00088"></a><span class="lineno">   88</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1utility.xhtml#a26bf8243169fc3fd2299024c25b0aa0d">utility::saturate_cast</a>&lt;<a class="code" href="namespacearm__compute.xhtml#a4c3f681c30c9398c45bc3cd5dc4f038a">qint8_t</a>&gt;(tmp);</div><div class="line"><a name="l00089"></a><span class="lineno">   89</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_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#l00119">GEMM.cpp:119</a></div></div>
+<div class="fragment"><div class="line"><a name="l00083"></a><span class="lineno">   83</span>&#160;{</div><div class="line"><a name="l00084"></a><span class="lineno">   84</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="l00085"></a><span class="lineno">   85</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="l00086"></a><span class="lineno">   86</span>&#160;</div><div class="line"><a name="l00087"></a><span class="lineno">   87</span>&#160;    <span class="comment">// Saturate the result in case of overflow and cast to qint8_t</span></div><div class="line"><a name="l00088"></a><span class="lineno">   88</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1utility.xhtml#a26bf8243169fc3fd2299024c25b0aa0d">utility::saturate_cast</a>&lt;<a class="code" href="namespacearm__compute.xhtml#a4c3f681c30c9398c45bc3cd5dc4f038a">qint8_t</a>&gt;(tmp);</div><div class="line"><a name="l00089"></a><span class="lineno">   89</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_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#l00121">GEMM.cpp:121</a></div></div>
 <div class="ttc" id="namespacearm__compute_1_1utility_xhtml_a26bf8243169fc3fd2299024c25b0aa0d"><div class="ttname"><a href="namespacearm__compute_1_1utility.xhtml#a26bf8243169fc3fd2299024c25b0aa0d">arm_compute::utility::saturate_cast</a></div><div class="ttdeci">T saturate_cast(U val)</div><div class="ttdoc">Type cast with saturation. </div><div class="ttdef"><b>Definition:</b> <a href="utility_8h_source.xhtml#l00140">utility.h:140</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">CLTensor b</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#l00122">GEMM.cpp:122</a></div></div>
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@@ -16536,7 +16534,7 @@
 <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="utility_8h_source.xhtml#l00140">arm_compute::utility::saturate_cast()</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="comment">// round_nearest_integer(a * 2^(fixed_point_position))</span></div><div class="line"><a name="l00392"></a><span class="lineno">  392</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1utility.xhtml#a26bf8243169fc3fd2299024c25b0aa0d">utility::saturate_cast</a>&lt;<a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a>&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="l00393"></a><span class="lineno">  393</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_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#l00119">GEMM.cpp:119</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="comment">// round_nearest_integer(a * 2^(fixed_point_position))</span></div><div class="line"><a name="l00392"></a><span class="lineno">  392</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1utility.xhtml#a26bf8243169fc3fd2299024c25b0aa0d">utility::saturate_cast</a>&lt;<a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a>&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="l00393"></a><span class="lineno">  393</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_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#l00121">GEMM.cpp:121</a></div></div>
 <div class="ttc" id="namespacearm__compute_1_1utility_xhtml_a26bf8243169fc3fd2299024c25b0aa0d"><div class="ttname"><a href="namespacearm__compute_1_1utility.xhtml#a26bf8243169fc3fd2299024c25b0aa0d">arm_compute::utility::saturate_cast</a></div><div class="ttdeci">T saturate_cast(U val)</div><div class="ttdoc">Type cast with saturation. </div><div class="ttdef"><b>Definition:</b> <a href="utility_8h_source.xhtml#l00140">utility.h:140</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 -->
@@ -16587,7 +16585,7 @@
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00378">378</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</a>.</p>
 
 <p>References <a class="el" href="utility_8h_source.xhtml#l00140">arm_compute::utility::saturate_cast()</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;    <span class="comment">// round_nearest_integer(a * 2^(fixed_point_position))</span></div><div class="line"><a name="l00381"></a><span class="lineno">  381</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1utility.xhtml#a26bf8243169fc3fd2299024c25b0aa0d">utility::saturate_cast</a>&lt;<a class="code" href="namespacearm__compute.xhtml#a4c3f681c30c9398c45bc3cd5dc4f038a">qint8_t</a>&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="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#l00119">GEMM.cpp:119</a></div></div>
+<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;    <span class="comment">// round_nearest_integer(a * 2^(fixed_point_position))</span></div><div class="line"><a name="l00381"></a><span class="lineno">  381</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1utility.xhtml#a26bf8243169fc3fd2299024c25b0aa0d">utility::saturate_cast</a>&lt;<a class="code" href="namespacearm__compute.xhtml#a4c3f681c30c9398c45bc3cd5dc4f038a">qint8_t</a>&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="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#l00121">GEMM.cpp:121</a></div></div>
 <div class="ttc" id="namespacearm__compute_1_1utility_xhtml_a26bf8243169fc3fd2299024c25b0aa0d"><div class="ttname"><a href="namespacearm__compute_1_1utility.xhtml#a26bf8243169fc3fd2299024c25b0aa0d">arm_compute::utility::saturate_cast</a></div><div class="ttdeci">T saturate_cast(U val)</div><div class="ttdoc">Type cast with saturation. </div><div class="ttdef"><b>Definition:</b> <a href="utility_8h_source.xhtml#l00140">utility.h:140</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 -->
@@ -16637,17 +16635,17 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00284">284</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_c_l_2_g_e_m_m_8cpp_source.xhtml#l00113">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#l00067">sabs_qs16()</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00091">sqadd_qs16()</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00173">sqmul_qs16()</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00040">sqshl_qs16()</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00128">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#l00115">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#l00067">sabs_qs16()</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00091">sqadd_qs16()</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00173">sqmul_qs16()</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00040">sqshl_qs16()</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00128">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="l00285"></a><span class="lineno">  285</span>&#160;{</div><div class="line"><a name="l00286"></a><span class="lineno">  286</span>&#160;    <span class="comment">// Constants</span></div><div class="line"><a name="l00287"></a><span class="lineno">  287</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="l00288"></a><span class="lineno">  288</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="l00289"></a><span class="lineno">  289</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="l00290"></a><span class="lineno">  290</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="l00291"></a><span class="lineno">  291</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="l00292"></a><span class="lineno">  292</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="l00293"></a><span class="lineno">  293</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="l00294"></a><span class="lineno">  294</span>&#160;</div><div class="line"><a name="l00295"></a><span class="lineno">  295</span>&#160;    <span class="comment">// Polynomial expansion</span></div><div class="line"><a name="l00296"></a><span class="lineno">  296</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="l00297"></a><span class="lineno">  297</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="l00298"></a><span class="lineno">  298</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="l00299"></a><span class="lineno">  299</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="l00300"></a><span class="lineno">  300</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="l00301"></a><span class="lineno">  301</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="l00302"></a><span class="lineno">  302</span>&#160;    sum                  = <a class="code" href="namespacearm__compute.xhtml#a45669fcc0f31fce521179510e85dcb62">sqadd_qs16</a>(sum, const_one);</div><div class="line"><a name="l00303"></a><span class="lineno">  303</span>&#160;</div><div class="line"><a name="l00304"></a><span class="lineno">  304</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="l00305"></a><span class="lineno">  305</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#l00067">FixedPoint.inl:67</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#l00119">GEMM.cpp:119</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#l00121">GEMM.cpp:121</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#l00040">FixedPoint.inl:40</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#l00091">FixedPoint.inl:91</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#l00128">FixedPoint.inl:128</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#l00113">GEMM.cpp:113</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#l00115">GEMM.cpp:115</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#l00173">FixedPoint.inl:173</a></div></div>
 </div><!-- fragment -->
 </div>
@@ -16696,16 +16694,16 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00261">261</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_c_l_2_g_e_m_m_8cpp_source.xhtml#l00113">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#l00062">sabs_qs8()</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00082">sqadd_qs8()</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00161">sqmul_qs8()</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00032">sqshl_qs8()</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00119">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#l00115">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#l00062">sabs_qs8()</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00082">sqadd_qs8()</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00161">sqmul_qs8()</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00032">sqshl_qs8()</a>, <a class="el" href="_fixed_point_8inl_source.xhtml#l00119">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="l00262"></a><span class="lineno">  262</span>&#160;{</div><div class="line"><a name="l00263"></a><span class="lineno">  263</span>&#160;    <span class="comment">// Constants</span></div><div class="line"><a name="l00264"></a><span class="lineno">  264</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="l00265"></a><span class="lineno">  265</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="l00266"></a><span class="lineno">  266</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="l00267"></a><span class="lineno">  267</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="l00268"></a><span class="lineno">  268</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="l00269"></a><span class="lineno">  269</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="l00270"></a><span class="lineno">  270</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="l00271"></a><span class="lineno">  271</span>&#160;</div><div class="line"><a name="l00272"></a><span class="lineno">  272</span>&#160;    <span class="comment">// Polynomial expansion</span></div><div class="line"><a name="l00273"></a><span class="lineno">  273</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="l00274"></a><span class="lineno">  274</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="l00275"></a><span class="lineno">  275</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="l00276"></a><span class="lineno">  276</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="l00277"></a><span class="lineno">  277</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="l00278"></a><span class="lineno">  278</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="l00279"></a><span class="lineno">  279</span>&#160;    sum                 = <a class="code" href="namespacearm__compute.xhtml#a532d90e007d0cb6f3d43107229c40c32">sqadd_qs8</a>(sum, const_one);</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;    <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="l00282"></a><span class="lineno">  282</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">CLTensor a</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_1_1test_1_1validation_xhtml_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#l00121">GEMM.cpp:121</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#l00032">FixedPoint.inl:32</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#l00119">FixedPoint.inl:119</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#l00161">FixedPoint.inl:161</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_c_l_2_g_e_m_m_8cpp_source.xhtml#l00113">GEMM.cpp:113</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#l00115">GEMM.cpp:115</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#l00062">FixedPoint.inl:62</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#l00082">FixedPoint.inl:82</a></div></div>
 </div><!-- fragment -->
@@ -16744,8 +16742,8 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00395">395</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</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::a</a>, and <a class="el" href="utility_8h_source.xhtml#l00140">arm_compute::utility::saturate_cast()</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;    <span class="comment">// Saturate the result in case of overflow and cast to qint8_t</span></div><div class="line"><a name="l00398"></a><span class="lineno">  398</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1utility.xhtml#a26bf8243169fc3fd2299024c25b0aa0d">utility::saturate_cast</a>&lt;<a class="code" href="namespacearm__compute.xhtml#a4c3f681c30c9398c45bc3cd5dc4f038a">qint8_t</a>&gt;(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l00399"></a><span class="lineno">  399</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_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#l00119">GEMM.cpp:119</a></div></div>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00121">arm_compute::test::validation::a</a>, and <a class="el" href="utility_8h_source.xhtml#l00140">arm_compute::utility::saturate_cast()</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;    <span class="comment">// Saturate the result in case of overflow and cast to qint8_t</span></div><div class="line"><a name="l00398"></a><span class="lineno">  398</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1utility.xhtml#a26bf8243169fc3fd2299024c25b0aa0d">utility::saturate_cast</a>&lt;<a class="code" href="namespacearm__compute.xhtml#a4c3f681c30c9398c45bc3cd5dc4f038a">qint8_t</a>&gt;(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</div><div class="line"><a name="l00399"></a><span class="lineno">  399</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_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#l00121">GEMM.cpp:121</a></div></div>
 <div class="ttc" id="namespacearm__compute_1_1utility_xhtml_a26bf8243169fc3fd2299024c25b0aa0d"><div class="ttname"><a href="namespacearm__compute_1_1utility.xhtml#a26bf8243169fc3fd2299024c25b0aa0d">arm_compute::utility::saturate_cast</a></div><div class="ttdeci">T saturate_cast(U val)</div><div class="ttdoc">Type cast with saturation. </div><div class="ttdef"><b>Definition:</b> <a href="utility_8h_source.xhtml#l00140">utility.h:140</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 -->
@@ -16784,8 +16782,8 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00401">401</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</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::a</a>, and <a class="el" href="utility_8h_source.xhtml#l00140">arm_compute::utility::saturate_cast()</a>.</p>
-<div class="fragment"><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="comment">// Saturate the result in case of overflow and cast to qint16_t</span></div><div class="line"><a name="l00404"></a><span class="lineno">  404</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1utility.xhtml#a26bf8243169fc3fd2299024c25b0aa0d">utility::saturate_cast</a>&lt;<a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a>&gt;(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</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_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#l00119">GEMM.cpp:119</a></div></div>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00121">arm_compute::test::validation::a</a>, and <a class="el" href="utility_8h_source.xhtml#l00140">arm_compute::utility::saturate_cast()</a>.</p>
+<div class="fragment"><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="comment">// Saturate the result in case of overflow and cast to qint16_t</span></div><div class="line"><a name="l00404"></a><span class="lineno">  404</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1utility.xhtml#a26bf8243169fc3fd2299024c25b0aa0d">utility::saturate_cast</a>&lt;<a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a>&gt;(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>);</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_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#l00121">GEMM.cpp:121</a></div></div>
 <div class="ttc" id="namespacearm__compute_1_1utility_xhtml_a26bf8243169fc3fd2299024c25b0aa0d"><div class="ttname"><a href="namespacearm__compute_1_1utility.xhtml#a26bf8243169fc3fd2299024c25b0aa0d">arm_compute::utility::saturate_cast</a></div><div class="ttdeci">T saturate_cast(U val)</div><div class="ttdoc">Type cast with saturation. </div><div class="ttdef"><b>Definition:</b> <a href="utility_8h_source.xhtml#l00140">utility.h:140</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 -->
@@ -16842,14 +16840,14 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00173">173</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</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::a</a>, and <a class="el" href="utility_8h_source.xhtml#l00140">arm_compute::utility::saturate_cast()</a>.</p>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00121">arm_compute::test::validation::a</a>, and <a class="el" href="utility_8h_source.xhtml#l00140">arm_compute::utility::saturate_cast()</a>.</p>
 
 <p>Referenced by <a class="el" href="_fixed_point_8inl_source.xhtml#l00340">slog_qs16()</a>, and <a class="el" href="_fixed_point_8inl_source.xhtml#l00284">sqexp_qs16()</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="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="l00176"></a><span class="lineno">  176</span>&#160;</div><div class="line"><a name="l00177"></a><span class="lineno">  177</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="l00178"></a><span class="lineno">  178</span>&#160;</div><div class="line"><a name="l00179"></a><span class="lineno">  179</span>&#160;    <span class="comment">// Rounding up</span></div><div class="line"><a name="l00180"></a><span class="lineno">  180</span>&#160;    tmp += round_up_const;</div><div class="line"><a name="l00181"></a><span class="lineno">  181</span>&#160;</div><div class="line"><a name="l00182"></a><span class="lineno">  182</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1utility.xhtml#a26bf8243169fc3fd2299024c25b0aa0d">utility::saturate_cast</a>&lt;<a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a>&gt;(tmp &gt;&gt; fixed_point_position);</div><div class="line"><a name="l00183"></a><span class="lineno">  183</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_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#l00119">GEMM.cpp:119</a></div></div>
+<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="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="l00176"></a><span class="lineno">  176</span>&#160;</div><div class="line"><a name="l00177"></a><span class="lineno">  177</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="l00178"></a><span class="lineno">  178</span>&#160;</div><div class="line"><a name="l00179"></a><span class="lineno">  179</span>&#160;    <span class="comment">// Rounding up</span></div><div class="line"><a name="l00180"></a><span class="lineno">  180</span>&#160;    tmp += round_up_const;</div><div class="line"><a name="l00181"></a><span class="lineno">  181</span>&#160;</div><div class="line"><a name="l00182"></a><span class="lineno">  182</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1utility.xhtml#a26bf8243169fc3fd2299024c25b0aa0d">utility::saturate_cast</a>&lt;<a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a>&gt;(tmp &gt;&gt; fixed_point_position);</div><div class="line"><a name="l00183"></a><span class="lineno">  183</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_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#l00121">GEMM.cpp:121</a></div></div>
 <div class="ttc" id="namespacearm__compute_1_1utility_xhtml_a26bf8243169fc3fd2299024c25b0aa0d"><div class="ttname"><a href="namespacearm__compute_1_1utility.xhtml#a26bf8243169fc3fd2299024c25b0aa0d">arm_compute::utility::saturate_cast</a></div><div class="ttdeci">T saturate_cast(U val)</div><div class="ttdoc">Type cast with saturation. </div><div class="ttdef"><b>Definition:</b> <a href="utility_8h_source.xhtml#l00140">utility.h:140</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">CLTensor b</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#l00122">GEMM.cpp:122</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -16904,14 +16902,14 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00161">161</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</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::a</a>, and <a class="el" href="utility_8h_source.xhtml#l00140">arm_compute::utility::saturate_cast()</a>.</p>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00121">arm_compute::test::validation::a</a>, and <a class="el" href="utility_8h_source.xhtml#l00140">arm_compute::utility::saturate_cast()</a>.</p>
 
 <p>Referenced by <a class="el" href="_fixed_point_8inl_source.xhtml#l00307">slog_qs8()</a>, and <a class="el" href="_fixed_point_8inl_source.xhtml#l00261">sqexp_qs8()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00162"></a><span class="lineno">  162</span>&#160;{</div><div class="line"><a name="l00163"></a><span class="lineno">  163</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="l00164"></a><span class="lineno">  164</span>&#160;</div><div class="line"><a name="l00165"></a><span class="lineno">  165</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="l00166"></a><span class="lineno">  166</span>&#160;</div><div class="line"><a name="l00167"></a><span class="lineno">  167</span>&#160;    <span class="comment">// Rounding up</span></div><div class="line"><a name="l00168"></a><span class="lineno">  168</span>&#160;    tmp += round_up_const;</div><div class="line"><a name="l00169"></a><span class="lineno">  169</span>&#160;</div><div class="line"><a name="l00170"></a><span class="lineno">  170</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1utility.xhtml#a26bf8243169fc3fd2299024c25b0aa0d">utility::saturate_cast</a>&lt;<a class="code" href="namespacearm__compute.xhtml#a4c3f681c30c9398c45bc3cd5dc4f038a">qint8_t</a>&gt;(tmp &gt;&gt; fixed_point_position);</div><div class="line"><a name="l00171"></a><span class="lineno">  171</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_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#l00119">GEMM.cpp:119</a></div></div>
+<div class="fragment"><div class="line"><a name="l00162"></a><span class="lineno">  162</span>&#160;{</div><div class="line"><a name="l00163"></a><span class="lineno">  163</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="l00164"></a><span class="lineno">  164</span>&#160;</div><div class="line"><a name="l00165"></a><span class="lineno">  165</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="l00166"></a><span class="lineno">  166</span>&#160;</div><div class="line"><a name="l00167"></a><span class="lineno">  167</span>&#160;    <span class="comment">// Rounding up</span></div><div class="line"><a name="l00168"></a><span class="lineno">  168</span>&#160;    tmp += round_up_const;</div><div class="line"><a name="l00169"></a><span class="lineno">  169</span>&#160;</div><div class="line"><a name="l00170"></a><span class="lineno">  170</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1utility.xhtml#a26bf8243169fc3fd2299024c25b0aa0d">utility::saturate_cast</a>&lt;<a class="code" href="namespacearm__compute.xhtml#a4c3f681c30c9398c45bc3cd5dc4f038a">qint8_t</a>&gt;(tmp &gt;&gt; fixed_point_position);</div><div class="line"><a name="l00171"></a><span class="lineno">  171</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_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#l00121">GEMM.cpp:121</a></div></div>
 <div class="ttc" id="namespacearm__compute_1_1utility_xhtml_a26bf8243169fc3fd2299024c25b0aa0d"><div class="ttname"><a href="namespacearm__compute_1_1utility.xhtml#a26bf8243169fc3fd2299024c25b0aa0d">arm_compute::utility::saturate_cast</a></div><div class="ttdeci">T saturate_cast(U val)</div><div class="ttdoc">Type cast with saturation. </div><div class="ttdef"><b>Definition:</b> <a href="utility_8h_source.xhtml#l00140">utility.h:140</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">CLTensor b</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#l00122">GEMM.cpp:122</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -16966,10 +16964,10 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00197">197</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</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::a</a>.</p>
-<div class="fragment"><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="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="l00200"></a><span class="lineno">  200</span>&#160;</div><div class="line"><a name="l00201"></a><span class="lineno">  201</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="l00202"></a><span class="lineno">  202</span>&#160;</div><div class="line"><a name="l00203"></a><span class="lineno">  203</span>&#160;    <span class="comment">// Rounding up</span></div><div class="line"><a name="l00204"></a><span class="lineno">  204</span>&#160;    tmp += round_up_const;</div><div class="line"><a name="l00205"></a><span class="lineno">  205</span>&#160;</div><div class="line"><a name="l00206"></a><span class="lineno">  206</span>&#160;    <span class="keywordflow">return</span> tmp &gt;&gt; fixed_point_position;</div><div class="line"><a name="l00207"></a><span class="lineno">  207</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_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#l00119">GEMM.cpp:119</a></div></div>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00121">arm_compute::test::validation::a</a>.</p>
+<div class="fragment"><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="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="l00200"></a><span class="lineno">  200</span>&#160;</div><div class="line"><a name="l00201"></a><span class="lineno">  201</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="l00202"></a><span class="lineno">  202</span>&#160;</div><div class="line"><a name="l00203"></a><span class="lineno">  203</span>&#160;    <span class="comment">// Rounding up</span></div><div class="line"><a name="l00204"></a><span class="lineno">  204</span>&#160;    tmp += round_up_const;</div><div class="line"><a name="l00205"></a><span class="lineno">  205</span>&#160;</div><div class="line"><a name="l00206"></a><span class="lineno">  206</span>&#160;    <span class="keywordflow">return</span> tmp &gt;&gt; fixed_point_position;</div><div class="line"><a name="l00207"></a><span class="lineno">  207</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_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#l00121">GEMM.cpp:121</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">CLTensor b</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#l00122">GEMM.cpp:122</a></div></div>
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 </div>
 </div>
@@ -17024,10 +17022,10 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00185">185</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</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::a</a>.</p>
-<div class="fragment"><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;    <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="l00188"></a><span class="lineno">  188</span>&#160;</div><div class="line"><a name="l00189"></a><span class="lineno">  189</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="l00190"></a><span class="lineno">  190</span>&#160;</div><div class="line"><a name="l00191"></a><span class="lineno">  191</span>&#160;    <span class="comment">// Rounding up</span></div><div class="line"><a name="l00192"></a><span class="lineno">  192</span>&#160;    tmp += round_up_const;</div><div class="line"><a name="l00193"></a><span class="lineno">  193</span>&#160;</div><div class="line"><a name="l00194"></a><span class="lineno">  194</span>&#160;    <span class="keywordflow">return</span> tmp &gt;&gt; fixed_point_position;</div><div class="line"><a name="l00195"></a><span class="lineno">  195</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_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#l00119">GEMM.cpp:119</a></div></div>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00121">arm_compute::test::validation::a</a>.</p>
+<div class="fragment"><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;    <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="l00188"></a><span class="lineno">  188</span>&#160;</div><div class="line"><a name="l00189"></a><span class="lineno">  189</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="l00190"></a><span class="lineno">  190</span>&#160;</div><div class="line"><a name="l00191"></a><span class="lineno">  191</span>&#160;    <span class="comment">// Rounding up</span></div><div class="line"><a name="l00192"></a><span class="lineno">  192</span>&#160;    tmp += round_up_const;</div><div class="line"><a name="l00193"></a><span class="lineno">  193</span>&#160;</div><div class="line"><a name="l00194"></a><span class="lineno">  194</span>&#160;    <span class="keywordflow">return</span> tmp &gt;&gt; fixed_point_position;</div><div class="line"><a name="l00195"></a><span class="lineno">  195</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_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#l00121">GEMM.cpp:121</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">CLTensor b</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#l00122">GEMM.cpp:122</a></div></div>
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 </div>
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@@ -17075,10 +17073,10 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00040">40</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</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::a</a>, and <a class="el" href="utility_8h_source.xhtml#l00140">arm_compute::utility::saturate_cast()</a>.</p>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00121">arm_compute::test::validation::a</a>, and <a class="el" href="utility_8h_source.xhtml#l00140">arm_compute::utility::saturate_cast()</a>.</p>
 
 <p>Referenced by <a class="el" href="_fixed_point_8inl_source.xhtml#l00284">sqexp_qs16()</a>.</p>
-<div class="fragment"><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;    <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="l00043"></a><span class="lineno">   43</span>&#160;</div><div class="line"><a name="l00044"></a><span class="lineno">   44</span>&#160;    <span class="comment">// Saturate the result in case of overflow and cast to qint16_t</span></div><div class="line"><a name="l00045"></a><span class="lineno">   45</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1utility.xhtml#a26bf8243169fc3fd2299024c25b0aa0d">utility::saturate_cast</a>&lt;<a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a>&gt;(tmp);</div><div class="line"><a name="l00046"></a><span class="lineno">   46</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_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#l00119">GEMM.cpp:119</a></div></div>
+<div class="fragment"><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;    <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="l00043"></a><span class="lineno">   43</span>&#160;</div><div class="line"><a name="l00044"></a><span class="lineno">   44</span>&#160;    <span class="comment">// Saturate the result in case of overflow and cast to qint16_t</span></div><div class="line"><a name="l00045"></a><span class="lineno">   45</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1utility.xhtml#a26bf8243169fc3fd2299024c25b0aa0d">utility::saturate_cast</a>&lt;<a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a>&gt;(tmp);</div><div class="line"><a name="l00046"></a><span class="lineno">   46</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_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#l00121">GEMM.cpp:121</a></div></div>
 <div class="ttc" id="namespacearm__compute_1_1utility_xhtml_a26bf8243169fc3fd2299024c25b0aa0d"><div class="ttname"><a href="namespacearm__compute_1_1utility.xhtml#a26bf8243169fc3fd2299024c25b0aa0d">arm_compute::utility::saturate_cast</a></div><div class="ttdeci">T saturate_cast(U val)</div><div class="ttdoc">Type cast with saturation. </div><div class="ttdef"><b>Definition:</b> <a href="utility_8h_source.xhtml#l00140">utility.h:140</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>
@@ -17129,10 +17127,10 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00032">32</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</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::a</a>, and <a class="el" href="utility_8h_source.xhtml#l00140">arm_compute::utility::saturate_cast()</a>.</p>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00121">arm_compute::test::validation::a</a>, and <a class="el" href="utility_8h_source.xhtml#l00140">arm_compute::utility::saturate_cast()</a>.</p>
 
 <p>Referenced by <a class="el" href="_fixed_point_8inl_source.xhtml#l00261">sqexp_qs8()</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="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="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">// Saturate the result in case of overflow and cast to qint8_t</span></div><div class="line"><a name="l00037"></a><span class="lineno">   37</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1utility.xhtml#a26bf8243169fc3fd2299024c25b0aa0d">utility::saturate_cast</a>&lt;<a class="code" href="namespacearm__compute.xhtml#a4c3f681c30c9398c45bc3cd5dc4f038a">qint8_t</a>&gt;(tmp);</div><div class="line"><a name="l00038"></a><span class="lineno">   38</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_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#l00119">GEMM.cpp:119</a></div></div>
+<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="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="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">// Saturate the result in case of overflow and cast to qint8_t</span></div><div class="line"><a name="l00037"></a><span class="lineno">   37</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1utility.xhtml#a26bf8243169fc3fd2299024c25b0aa0d">utility::saturate_cast</a>&lt;<a class="code" href="namespacearm__compute.xhtml#a4c3f681c30c9398c45bc3cd5dc4f038a">qint8_t</a>&gt;(tmp);</div><div class="line"><a name="l00038"></a><span class="lineno">   38</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_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#l00121">GEMM.cpp:121</a></div></div>
 <div class="ttc" id="namespacearm__compute_1_1utility_xhtml_a26bf8243169fc3fd2299024c25b0aa0d"><div class="ttname"><a href="namespacearm__compute_1_1utility.xhtml#a26bf8243169fc3fd2299024c25b0aa0d">arm_compute::utility::saturate_cast</a></div><div class="ttdeci">T saturate_cast(U val)</div><div class="ttdoc">Type cast with saturation. </div><div class="ttdef"><b>Definition:</b> <a href="utility_8h_source.xhtml#l00140">utility.h:140</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>
@@ -17183,14 +17181,14 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00128">128</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</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::a</a>, and <a class="el" href="utility_8h_source.xhtml#l00140">arm_compute::utility::saturate_cast()</a>.</p>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00121">arm_compute::test::validation::a</a>, and <a class="el" href="utility_8h_source.xhtml#l00140">arm_compute::utility::saturate_cast()</a>.</p>
 
 <p>Referenced by <a class="el" href="_fixed_point_8inl_source.xhtml#l00284">sqexp_qs16()</a>.</p>
-<div class="fragment"><div class="line"><a name="l00129"></a><span class="lineno">  129</span>&#160;{</div><div class="line"><a name="l00130"></a><span class="lineno">  130</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="l00131"></a><span class="lineno">  131</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="l00132"></a><span class="lineno">  132</span>&#160;</div><div class="line"><a name="l00133"></a><span class="lineno">  133</span>&#160;    <span class="comment">// Saturate the result in case of overflow and cast to qint16_t</span></div><div class="line"><a name="l00134"></a><span class="lineno">  134</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1utility.xhtml#a26bf8243169fc3fd2299024c25b0aa0d">utility::saturate_cast</a>&lt;<a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a>&gt;(tmp);</div><div class="line"><a name="l00135"></a><span class="lineno">  135</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_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#l00119">GEMM.cpp:119</a></div></div>
+<div class="fragment"><div class="line"><a name="l00129"></a><span class="lineno">  129</span>&#160;{</div><div class="line"><a name="l00130"></a><span class="lineno">  130</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="l00131"></a><span class="lineno">  131</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="l00132"></a><span class="lineno">  132</span>&#160;</div><div class="line"><a name="l00133"></a><span class="lineno">  133</span>&#160;    <span class="comment">// Saturate the result in case of overflow and cast to qint16_t</span></div><div class="line"><a name="l00134"></a><span class="lineno">  134</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1utility.xhtml#a26bf8243169fc3fd2299024c25b0aa0d">utility::saturate_cast</a>&lt;<a class="code" href="namespacearm__compute.xhtml#a1521eea74b97de8f2df9304e44179400">qint16_t</a>&gt;(tmp);</div><div class="line"><a name="l00135"></a><span class="lineno">  135</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_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#l00121">GEMM.cpp:121</a></div></div>
 <div class="ttc" id="namespacearm__compute_1_1utility_xhtml_a26bf8243169fc3fd2299024c25b0aa0d"><div class="ttname"><a href="namespacearm__compute_1_1utility.xhtml#a26bf8243169fc3fd2299024c25b0aa0d">arm_compute::utility::saturate_cast</a></div><div class="ttdeci">T saturate_cast(U val)</div><div class="ttdoc">Type cast with saturation. </div><div class="ttdef"><b>Definition:</b> <a href="utility_8h_source.xhtml#l00140">utility.h:140</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">CLTensor b</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#l00122">GEMM.cpp:122</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -17238,14 +17236,14 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00119">119</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</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::a</a>, and <a class="el" href="utility_8h_source.xhtml#l00140">arm_compute::utility::saturate_cast()</a>.</p>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00121">arm_compute::test::validation::a</a>, and <a class="el" href="utility_8h_source.xhtml#l00140">arm_compute::utility::saturate_cast()</a>.</p>
 
 <p>Referenced by <a class="el" href="_fixed_point_8inl_source.xhtml#l00261">sqexp_qs8()</a>.</p>
-<div class="fragment"><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">// We need to store the temporary result in uint16_t otherwise we cannot evaluate the overflow</span></div><div class="line"><a name="l00122"></a><span class="lineno">  122</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="l00123"></a><span class="lineno">  123</span>&#160;</div><div class="line"><a name="l00124"></a><span class="lineno">  124</span>&#160;    <span class="comment">// Saturate the result in case of overflow and cast to qint8_t</span></div><div class="line"><a name="l00125"></a><span class="lineno">  125</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1utility.xhtml#a26bf8243169fc3fd2299024c25b0aa0d">utility::saturate_cast</a>&lt;<a class="code" href="namespacearm__compute.xhtml#a4c3f681c30c9398c45bc3cd5dc4f038a">qint8_t</a>&gt;(tmp);</div><div class="line"><a name="l00126"></a><span class="lineno">  126</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_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#l00119">GEMM.cpp:119</a></div></div>
+<div class="fragment"><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">// We need to store the temporary result in uint16_t otherwise we cannot evaluate the overflow</span></div><div class="line"><a name="l00122"></a><span class="lineno">  122</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="l00123"></a><span class="lineno">  123</span>&#160;</div><div class="line"><a name="l00124"></a><span class="lineno">  124</span>&#160;    <span class="comment">// Saturate the result in case of overflow and cast to qint8_t</span></div><div class="line"><a name="l00125"></a><span class="lineno">  125</span>&#160;    <span class="keywordflow">return</span> <a class="code" href="namespacearm__compute_1_1utility.xhtml#a26bf8243169fc3fd2299024c25b0aa0d">utility::saturate_cast</a>&lt;<a class="code" href="namespacearm__compute.xhtml#a4c3f681c30c9398c45bc3cd5dc4f038a">qint8_t</a>&gt;(tmp);</div><div class="line"><a name="l00126"></a><span class="lineno">  126</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_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#l00121">GEMM.cpp:121</a></div></div>
 <div class="ttc" id="namespacearm__compute_1_1utility_xhtml_a26bf8243169fc3fd2299024c25b0aa0d"><div class="ttname"><a href="namespacearm__compute_1_1utility.xhtml#a26bf8243169fc3fd2299024c25b0aa0d">arm_compute::utility::saturate_cast</a></div><div class="ttdeci">T saturate_cast(U val)</div><div class="ttdoc">Type cast with saturation. </div><div class="ttdef"><b>Definition:</b> <a href="utility_8h_source.xhtml#l00140">utility.h:140</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">CLTensor b</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#l00122">GEMM.cpp:122</a></div></div>
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@@ -17294,7 +17292,7 @@
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00055">55</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#l00091">sqadd_qs16()</a>.</p>
-<div class="fragment"><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;    <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="l00058"></a><span class="lineno">   58</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="l00059"></a><span class="lineno">   59</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="l00060"></a><span class="lineno">   60</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_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#l00119">GEMM.cpp:119</a></div></div>
+<div class="fragment"><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;    <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="l00058"></a><span class="lineno">   58</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="l00059"></a><span class="lineno">   59</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="l00060"></a><span class="lineno">   60</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_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#l00121">GEMM.cpp:121</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#l00091">FixedPoint.inl:91</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>
@@ -17346,7 +17344,7 @@
 <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="core_2_error_8h_source.xhtml#l00297">ARM_COMPUTE_ERROR_ON_MSG</a>, and <a class="el" href="_fixed_point_8inl_source.xhtml#l00082">sqadd_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="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="l00051"></a><span class="lineno">   51</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="l00052"></a><span class="lineno">   52</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="l00053"></a><span class="lineno">   53</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_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#l00119">GEMM.cpp:119</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="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="l00051"></a><span class="lineno">   51</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="l00052"></a><span class="lineno">   52</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="l00053"></a><span class="lineno">   53</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_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#l00121">GEMM.cpp:121</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#l00082">FixedPoint.inl:82</a></div></div>
@@ -17397,11 +17395,11 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00114">114</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</a>.</p>
 
-<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00120">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#l00122">arm_compute::test::validation::b</a>.</p>
 
 <p>Referenced by <a class="el" href="_fixed_point_8inl_source.xhtml#l00229">sinvsqrt_qs16()</a>, and <a class="el" href="_fixed_point_8inl_source.xhtml#l00340">slog_qs16()</a>.</p>
-<div class="fragment"><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="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="l00117"></a><span class="lineno">  117</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_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#l00119">GEMM.cpp:119</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#l00120">GEMM.cpp:120</a></div></div>
+<div class="fragment"><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="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="l00117"></a><span class="lineno">  117</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_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#l00121">GEMM.cpp:121</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#l00122">GEMM.cpp:122</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -17449,11 +17447,11 @@
 
 <p>Definition at line <a class="el" href="_fixed_point_8inl_source.xhtml#l00109">109</a> of file <a class="el" href="_fixed_point_8inl_source.xhtml">FixedPoint.inl</a>.</p>
 
-<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00120">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#l00122">arm_compute::test::validation::b</a>.</p>
 
 <p>Referenced by <a class="el" href="_fixed_point_8inl_source.xhtml#l00209">sinvsqrt_qs8()</a>, and <a class="el" href="_fixed_point_8inl_source.xhtml#l00307">slog_qs8()</a>.</p>
-<div class="fragment"><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;    <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="l00112"></a><span class="lineno">  112</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_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#l00119">GEMM.cpp:119</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#l00120">GEMM.cpp:120</a></div></div>
+<div class="fragment"><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;    <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="l00112"></a><span class="lineno">  112</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_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#l00121">GEMM.cpp:121</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#l00122">GEMM.cpp:122</a></div></div>
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@@ -18039,8 +18037,8 @@
 
 <p>Definition at line <a class="el" href="_type_printer_8h_source.xhtml#l00401">401</a> of file <a class="el" href="_type_printer_8h_source.xhtml">TypePrinter.h</a>.</p>
 
-<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00114">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="l00402"></a><span class="lineno">  402</span>&#160;{</div><div class="line"><a name="l00403"></a><span class="lineno">  403</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00404"></a><span class="lineno">  404</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="l00405"></a><span class="lineno">  405</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00406"></a><span class="lineno">  406</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="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00114">GEMM.cpp:114</a></div></div>
+<p>References <a class="el" href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00116">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="l00402"></a><span class="lineno">  402</span>&#160;{</div><div class="line"><a name="l00403"></a><span class="lineno">  403</span>&#160;    std::stringstream <a class="code" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a>;</div><div class="line"><a name="l00404"></a><span class="lineno">  404</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="l00405"></a><span class="lineno">  405</span>&#160;    <span class="keywordflow">return</span> str.str();</div><div class="line"><a name="l00406"></a><span class="lineno">  406</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="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00116">GEMM.cpp:116</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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 </div>
@@ -18863,7 +18861,7 @@
 <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#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">CLTensor a</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="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#l00121">GEMM.cpp:121</a></div></div>
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@@ -18899,7 +18897,7 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</a></div></div>
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@@ -18935,7 +18933,7 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</a></div></div>
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 </div>
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@@ -18971,7 +18969,7 @@
 <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#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">CLTensor a</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="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#l00121">GEMM.cpp:121</a></div></div>
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@@ -19018,8 +19016,8 @@
 <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">CLTensor a</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_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#l00120">GEMM.cpp:120</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#l00121">GEMM.cpp:121</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#l00122">GEMM.cpp:122</a></div></div>
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 </div>
@@ -19066,8 +19064,8 @@
 <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">CLTensor a</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_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#l00120">GEMM.cpp:120</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#l00121">GEMM.cpp:121</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#l00122">GEMM.cpp:122</a></div></div>
 </div><!-- fragment -->
 </div>
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@@ -19114,8 +19112,8 @@
 <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">CLTensor a</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_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#l00120">GEMM.cpp:120</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#l00121">GEMM.cpp:121</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#l00122">GEMM.cpp:122</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -19162,8 +19160,8 @@
 <dl class="section return"><dt>Returns</dt><dd>The result of the 8 bit fixed point vector addition </dd></dl>
 
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-<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#l00119">GEMM.cpp:119</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#l00120">GEMM.cpp:120</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#l00121">GEMM.cpp:121</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#l00122">GEMM.cpp:122</a></div></div>
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@@ -19210,7 +19208,7 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</a></div></div>
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@@ -19259,7 +19257,7 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</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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@@ -19300,7 +19298,7 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</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 -->
@@ -19341,7 +19339,7 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</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 -->
@@ -19471,9 +19469,9 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</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">CLTensor b</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#l00122">GEMM.cpp:122</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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@@ -19530,10 +19528,10 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</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">CLTensor b</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#l00122">GEMM.cpp:122</a></div></div>
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@@ -19590,8 +19588,8 @@
 
 <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">CLTensor a</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_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#l00120">GEMM.cpp:120</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#l00121">GEMM.cpp:121</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#l00122">GEMM.cpp:122</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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@@ -19648,9 +19646,9 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</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">CLTensor b</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#l00122">GEMM.cpp:122</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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@@ -19689,7 +19687,7 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</a></div></div>
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@@ -19727,7 +19725,7 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</a></div></div>
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@@ -19781,7 +19779,7 @@
 </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">CLTensor a</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="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#l00121">GEMM.cpp:121</a></div></div>
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@@ -19830,7 +19828,7 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</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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@@ -19858,7 +19856,7 @@
 </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">CLTensor a</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="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#l00121">GEMM.cpp:121</a></div></div>
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@@ -19896,7 +19894,7 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</a></div></div>
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@@ -19945,7 +19943,7 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</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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@@ -20060,7 +20058,7 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</a></div></div>
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@@ -20096,7 +20094,7 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</a></div></div>
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@@ -20134,7 +20132,7 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</a></div></div>
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@@ -20170,7 +20168,7 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</a></div></div>
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@@ -20326,7 +20324,7 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</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>
@@ -20378,7 +20376,7 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</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>
@@ -20465,7 +20463,7 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</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>
@@ -20517,7 +20515,7 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</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>
@@ -20904,7 +20902,7 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</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>
@@ -20957,7 +20955,7 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</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>
@@ -21053,7 +21051,7 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</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>
@@ -21108,7 +21106,7 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</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>
@@ -21159,8 +21157,8 @@
 <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">CLTensor a</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_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#l00120">GEMM.cpp:120</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#l00121">GEMM.cpp:121</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#l00122">GEMM.cpp:122</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -21207,8 +21205,8 @@
 <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">CLTensor a</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_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#l00120">GEMM.cpp:120</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#l00121">GEMM.cpp:121</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#l00122">GEMM.cpp:122</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -21255,8 +21253,8 @@
 <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">CLTensor a</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_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#l00120">GEMM.cpp:120</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#l00121">GEMM.cpp:121</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#l00122">GEMM.cpp:122</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -21303,8 +21301,8 @@
 <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">CLTensor a</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_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#l00120">GEMM.cpp:120</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#l00121">GEMM.cpp:121</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#l00122">GEMM.cpp:122</a></div></div>
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@@ -21351,8 +21349,8 @@
 <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">CLTensor a</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_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#l00120">GEMM.cpp:120</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#l00121">GEMM.cpp:121</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#l00122">GEMM.cpp:122</a></div></div>
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@@ -21399,8 +21397,8 @@
 <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">CLTensor a</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_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#l00120">GEMM.cpp:120</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#l00121">GEMM.cpp:121</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#l00122">GEMM.cpp:122</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -21447,8 +21445,8 @@
 <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">CLTensor a</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_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#l00120">GEMM.cpp:120</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#l00121">GEMM.cpp:121</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#l00122">GEMM.cpp:122</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -21495,8 +21493,8 @@
 <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">CLTensor a</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_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#l00120">GEMM.cpp:120</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#l00121">GEMM.cpp:121</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#l00122">GEMM.cpp:122</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -21543,8 +21541,8 @@
 <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">CLTensor a</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_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#l00120">GEMM.cpp:120</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#l00121">GEMM.cpp:121</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#l00122">GEMM.cpp:122</a></div></div>
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@@ -21606,10 +21604,10 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</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">CLTensor c</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00121">GEMM.cpp:121</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#l00120">GEMM.cpp:120</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#l00123">GEMM.cpp:123</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#l00122">GEMM.cpp:122</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -21671,10 +21669,10 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</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">CLTensor c</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00121">GEMM.cpp:121</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#l00120">GEMM.cpp:120</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#l00123">GEMM.cpp:123</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#l00122">GEMM.cpp:122</a></div></div>
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@@ -21736,10 +21734,10 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</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">CLTensor c</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00121">GEMM.cpp:121</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#l00120">GEMM.cpp:120</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#l00123">GEMM.cpp:123</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#l00122">GEMM.cpp:122</a></div></div>
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@@ -21801,10 +21799,10 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</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">CLTensor c</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00121">GEMM.cpp:121</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#l00120">GEMM.cpp:120</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#l00123">GEMM.cpp:123</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#l00122">GEMM.cpp:122</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -21922,12 +21920,12 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</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">CLTensor c</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00121">GEMM.cpp:121</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#l00120">GEMM.cpp:120</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#l00123">GEMM.cpp:123</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#l00122">GEMM.cpp:122</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -21989,10 +21987,10 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</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">CLTensor c</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00121">GEMM.cpp:121</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#l00120">GEMM.cpp:120</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#l00123">GEMM.cpp:123</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#l00122">GEMM.cpp:122</a></div></div>
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@@ -22048,9 +22046,9 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</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">CLTensor b</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#l00122">GEMM.cpp:122</a></div></div>
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@@ -22106,9 +22104,9 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</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">CLTensor b</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#l00122">GEMM.cpp:122</a></div></div>
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@@ -22162,9 +22160,9 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</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">CLTensor b</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#l00122">GEMM.cpp:122</a></div></div>
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@@ -22220,9 +22218,9 @@
 <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#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#l00119">GEMM.cpp:119</a></div></div>
+<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#l00121">GEMM.cpp:121</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">CLTensor b</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#l00122">GEMM.cpp:122</a></div></div>
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@@ -22280,11 +22278,11 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</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">CLTensor b</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#l00122">GEMM.cpp:122</a></div></div>
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@@ -22340,9 +22338,9 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</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">CLTensor b</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#l00122">GEMM.cpp:122</a></div></div>
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@@ -22378,7 +22376,7 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</a></div></div>
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@@ -22425,8 +22423,8 @@
 <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">CLTensor a</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_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#l00120">GEMM.cpp:120</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#l00121">GEMM.cpp:121</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#l00122">GEMM.cpp:122</a></div></div>
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@@ -22473,8 +22471,8 @@
 <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">CLTensor a</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_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#l00120">GEMM.cpp:120</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#l00121">GEMM.cpp:121</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#l00122">GEMM.cpp:122</a></div></div>
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@@ -22521,8 +22519,8 @@
 <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">CLTensor a</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_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#l00120">GEMM.cpp:120</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#l00121">GEMM.cpp:121</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#l00122">GEMM.cpp:122</a></div></div>
 </div><!-- fragment -->
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@@ -22569,8 +22567,8 @@
 <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">CLTensor a</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_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#l00120">GEMM.cpp:120</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#l00121">GEMM.cpp:121</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#l00122">GEMM.cpp:122</a></div></div>
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@@ -22659,7 +22657,7 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</a></div></div>
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 </div>
 </div>
@@ -22697,7 +22695,7 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -22735,7 +22733,7 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -22773,7 +22771,7 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -22822,8 +22820,8 @@
 <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">CLTensor a</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_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#l00120">GEMM.cpp:120</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#l00121">GEMM.cpp:121</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#l00122">GEMM.cpp:122</a></div></div>
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 </div>
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@@ -22860,8 +22858,8 @@
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 <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">CLTensor a</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_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#l00120">GEMM.cpp:120</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#l00121">GEMM.cpp:121</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#l00122">GEMM.cpp:122</a></div></div>
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@@ -22910,8 +22908,8 @@
 <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">CLTensor a</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_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#l00120">GEMM.cpp:120</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#l00121">GEMM.cpp:121</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#l00122">GEMM.cpp:122</a></div></div>
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@@ -22960,8 +22958,8 @@
 <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">CLTensor a</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_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#l00120">GEMM.cpp:120</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#l00121">GEMM.cpp:121</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#l00122">GEMM.cpp:122</a></div></div>
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@@ -22998,8 +22996,8 @@
 </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">CLTensor a</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_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#l00120">GEMM.cpp:120</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#l00121">GEMM.cpp:121</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#l00122">GEMM.cpp:122</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -23048,8 +23046,8 @@
 <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">CLTensor a</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_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#l00120">GEMM.cpp:120</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#l00121">GEMM.cpp:121</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#l00122">GEMM.cpp:122</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -23096,7 +23094,7 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</a></div></div>
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@@ -23169,7 +23167,7 @@
 </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">CLTensor a</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="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#l00121">GEMM.cpp:121</a></div></div>
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@@ -23218,7 +23216,7 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</a></div></div>
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 </div>
 </div>
@@ -23267,7 +23265,7 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</a></div></div>
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 </div>
 </div>
@@ -23315,13 +23313,13 @@
 
 <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_c_l_2_g_e_m_m_8cpp_source.xhtml#l00113">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#l00115">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">CLTensor a</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_1_1test_1_1validation_xhtml_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#l00121">GEMM.cpp:121</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_c_l_2_g_e_m_m_8cpp_source.xhtml#l00113">GEMM.cpp:113</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#l00115">GEMM.cpp:115</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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@@ -23370,14 +23368,14 @@
 
 <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_c_l_2_g_e_m_m_8cpp_source.xhtml#l00113">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#l00115">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">CLTensor a</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_1_1test_1_1validation_xhtml_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#l00121">GEMM.cpp:121</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_c_l_2_g_e_m_m_8cpp_source.xhtml#l00113">GEMM.cpp:113</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#l00115">GEMM.cpp:115</a></div></div>
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@@ -23425,15 +23423,15 @@
 
 <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_c_l_2_g_e_m_m_8cpp_source.xhtml#l00113">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#l00115">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">CLTensor a</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_1_1test_1_1validation_xhtml_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#l00121">GEMM.cpp:121</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_c_l_2_g_e_m_m_8cpp_source.xhtml#l00113">GEMM.cpp:113</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#l00115">GEMM.cpp:115</a></div></div>
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@@ -23481,15 +23479,15 @@
 
 <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_c_l_2_g_e_m_m_8cpp_source.xhtml#l00113">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#l00115">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">CLTensor a</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="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#l00121">GEMM.cpp:121</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_c_l_2_g_e_m_m_8cpp_source.xhtml#l00113">GEMM.cpp:113</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#l00115">GEMM.cpp:115</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -23539,7 +23537,7 @@
 
 <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">CLTensor a</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_1_1test_1_1validation_xhtml_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#l00121">GEMM.cpp:121</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 -->
@@ -23590,7 +23588,7 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</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>
@@ -23642,7 +23640,7 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</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>
@@ -23694,7 +23692,7 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</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>
@@ -23759,10 +23757,10 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</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">CLTensor c</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00121">GEMM.cpp:121</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#l00120">GEMM.cpp:120</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#l00123">GEMM.cpp:123</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#l00122">GEMM.cpp:122</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -23824,10 +23822,10 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</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">CLTensor c</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00121">GEMM.cpp:121</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#l00120">GEMM.cpp:120</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#l00123">GEMM.cpp:123</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#l00122">GEMM.cpp:122</a></div></div>
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@@ -23889,10 +23887,10 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</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">CLTensor c</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00121">GEMM.cpp:121</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#l00120">GEMM.cpp:120</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#l00123">GEMM.cpp:123</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#l00122">GEMM.cpp:122</a></div></div>
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 </div>
@@ -23956,10 +23954,10 @@
 <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#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#l00119">GEMM.cpp:119</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="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#l00121">GEMM.cpp:121</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">CLTensor c</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00121">GEMM.cpp:121</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#l00120">GEMM.cpp:120</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#l00123">GEMM.cpp:123</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#l00122">GEMM.cpp:122</a></div></div>
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@@ -24023,13 +24021,13 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</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">CLTensor c</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00121">GEMM.cpp:121</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#l00120">GEMM.cpp:120</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#l00123">GEMM.cpp:123</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#l00122">GEMM.cpp:122</a></div></div>
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@@ -24091,11 +24089,11 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</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">CLTensor c</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00121">GEMM.cpp:121</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#l00120">GEMM.cpp:120</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#l00123">GEMM.cpp:123</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#l00122">GEMM.cpp:122</a></div></div>
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@@ -24172,7 +24170,7 @@
 </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">CLTensor a</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="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#l00121">GEMM.cpp:121</a></div></div>
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@@ -24199,7 +24197,7 @@
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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">CLTensor a</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="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#l00121">GEMM.cpp:121</a></div></div>
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@@ -24255,9 +24253,9 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</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">CLTensor b</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#l00122">GEMM.cpp:122</a></div></div>
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@@ -24313,9 +24311,9 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</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">CLTensor b</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#l00122">GEMM.cpp:122</a></div></div>
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 </div>
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@@ -24373,11 +24371,11 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</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">CLTensor b</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#l00122">GEMM.cpp:122</a></div></div>
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@@ -24433,9 +24431,9 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</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">CLTensor b</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#l00122">GEMM.cpp:122</a></div></div>
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 </div>
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@@ -24492,10 +24490,10 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</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">CLTensor b</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#l00122">GEMM.cpp:122</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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@@ -24554,10 +24552,10 @@
 
 <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">CLTensor a</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_1_1test_1_1validation_xhtml_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#l00121">GEMM.cpp:121</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">CLTensor b</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#l00122">GEMM.cpp:122</a></div></div>
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@@ -24599,7 +24597,7 @@
 
 <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">CLTensor a</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_1_1test_1_1validation_xhtml_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#l00121">GEMM.cpp:121</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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@@ -24641,7 +24639,7 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</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 -->
@@ -24685,7 +24683,7 @@
 
 <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">CLTensor a</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_1_1test_1_1validation_xhtml_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#l00121">GEMM.cpp:121</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>
@@ -24729,7 +24727,7 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</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>
@@ -24781,8 +24779,8 @@
 <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">CLTensor a</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_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#l00120">GEMM.cpp:120</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#l00121">GEMM.cpp:121</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#l00122">GEMM.cpp:122</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -24831,8 +24829,8 @@
 <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">CLTensor a</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_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#l00120">GEMM.cpp:120</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#l00121">GEMM.cpp:121</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#l00122">GEMM.cpp:122</a></div></div>
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@@ -24881,8 +24879,8 @@
 <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">CLTensor a</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_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#l00120">GEMM.cpp:120</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#l00121">GEMM.cpp:121</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#l00122">GEMM.cpp:122</a></div></div>
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@@ -24931,8 +24929,8 @@
 <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">CLTensor a</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_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#l00120">GEMM.cpp:120</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#l00121">GEMM.cpp:121</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#l00122">GEMM.cpp:122</a></div></div>
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@@ -24982,7 +24980,7 @@
 
 <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">CLTensor a</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_1_1test_1_1validation_xhtml_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#l00121">GEMM.cpp:121</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>
@@ -25037,7 +25035,7 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</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>
@@ -25094,7 +25092,7 @@
 
 <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">CLTensor a</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_1_1test_1_1validation_xhtml_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#l00121">GEMM.cpp:121</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>
@@ -25149,7 +25147,7 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</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>
@@ -25197,7 +25195,7 @@
 <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">CLTensor a</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_1_1test_1_1validation_xhtml_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#l00121">GEMM.cpp:121</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 -->
@@ -25239,7 +25237,7 @@
 
 <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">CLTensor a</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_1_1test_1_1validation_xhtml_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#l00121">GEMM.cpp:121</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>
@@ -25282,7 +25280,7 @@
 
 <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">CLTensor a</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_1_1test_1_1validation_xhtml_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#l00121">GEMM.cpp:121</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>
@@ -25325,7 +25323,7 @@
 
 <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">CLTensor a</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_1_1test_1_1validation_xhtml_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#l00121">GEMM.cpp:121</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>
@@ -25380,7 +25378,7 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</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 -->
@@ -25434,7 +25432,7 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</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 -->
@@ -25489,7 +25487,7 @@
 
 <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">CLTensor a</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_1_1test_1_1validation_xhtml_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#l00121">GEMM.cpp:121</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 -->
@@ -25543,7 +25541,7 @@
 <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">CLTensor a</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="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#l00121">GEMM.cpp:121</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>
@@ -25594,7 +25592,7 @@
 <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#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#l00120">GEMM.cpp:120</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;    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#l00122">GEMM.cpp:122</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -25640,7 +25638,7 @@
 </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">CLTensor b</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="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#l00122">GEMM.cpp:122</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -25688,7 +25686,7 @@
 <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#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#l00120">GEMM.cpp:120</a></div></div>
+<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#l00122">GEMM.cpp:122</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -25734,7 +25732,7 @@
 </dl>
 
 <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">CLTensor b</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="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#l00122">GEMM.cpp:122</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -25780,7 +25778,7 @@
 </dl>
 
 <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">CLTensor b</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="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#l00122">GEMM.cpp:122</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -25827,8 +25825,8 @@
 <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">CLTensor a</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_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#l00120">GEMM.cpp:120</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#l00121">GEMM.cpp:121</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#l00122">GEMM.cpp:122</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -25875,8 +25873,8 @@
 <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">CLTensor a</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_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#l00120">GEMM.cpp:120</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#l00121">GEMM.cpp:121</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#l00122">GEMM.cpp:122</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -25925,8 +25923,8 @@
 <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">CLTensor a</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_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#l00120">GEMM.cpp:120</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#l00121">GEMM.cpp:121</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#l00122">GEMM.cpp:122</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -25975,8 +25973,8 @@
 <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">CLTensor a</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_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#l00120">GEMM.cpp:120</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#l00121">GEMM.cpp:121</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#l00122">GEMM.cpp:122</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -26069,7 +26067,7 @@
 
 <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">CLTensor a</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_1_1test_1_1validation_xhtml_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#l00121">GEMM.cpp:121</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>
@@ -26123,7 +26121,7 @@
 
 <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">CLTensor a</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_1_1test_1_1validation_xhtml_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#l00121">GEMM.cpp:121</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>
@@ -26229,7 +26227,7 @@
 
 <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">CLTensor a</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_1_1test_1_1validation_xhtml_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#l00121">GEMM.cpp:121</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>
@@ -26283,7 +26281,7 @@
 
 <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">CLTensor a</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_1_1test_1_1validation_xhtml_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#l00121">GEMM.cpp:121</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>
@@ -26385,7 +26383,7 @@
 <div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
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-    <li class="footer">Generated on Thu Feb 22 2018 15:45:23 for Compute Library by
+    <li class="footer">Generated on Fri Mar 2 2018 12:37:57 for Compute Library by
     <a href="http://www.doxygen.org/index.html">
     <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.11 </li>
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