arm_compute v19.11
diff --git a/documentation/reduction__operation_8cl_source.xhtml b/documentation/reduction__operation_8cl_source.xhtml
index 730acb0..3deb97d 100644
--- a/documentation/reduction__operation_8cl_source.xhtml
+++ b/documentation/reduction__operation_8cl_source.xhtml
@@ -40,7 +40,7 @@
   <img alt="Compute Library" src="https://raw.githubusercontent.com/ARM-software/ComputeLibrary/gh-pages/ACL_logo.png" style="max-width: 100%;margin-top: 15px;margin-left: 10px"/>
   <td style="padding-left: 0.5em;">
    <div id="projectname">
-   &#160;<span id="projectnumber">19.08</span>
+   &#160;<span id="projectnumber">19.11</span>
    </div>
   </td>
  </tr>
@@ -100,47 +100,48 @@
 <div class="title">reduction_operation.cl</div>  </div>
 </div><!--header-->
 <div class="contents">
-<a href="reduction__operation_8cl.xhtml">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno">    1</span>&#160;<span class="comment">/*</span></div><div class="line"><a name="l00002"></a><span class="lineno">    2</span>&#160;<span class="comment"> * Copyright (c) 2016-2019 ARM Limited.</span></div><div class="line"><a name="l00003"></a><span class="lineno">    3</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00004"></a><span class="lineno">    4</span>&#160;<span class="comment"> * SPDX-License-Identifier: MIT</span></div><div class="line"><a name="l00005"></a><span class="lineno">    5</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00006"></a><span class="lineno">    6</span>&#160;<span class="comment"> * Permission is hereby granted, free of charge, to any person obtaining a copy</span></div><div class="line"><a name="l00007"></a><span class="lineno">    7</span>&#160;<span class="comment"> * of this software and associated documentation files (the &quot;Software&quot;), to</span></div><div class="line"><a name="l00008"></a><span class="lineno">    8</span>&#160;<span class="comment"> * deal in the Software without restriction, including without limitation the</span></div><div class="line"><a name="l00009"></a><span class="lineno">    9</span>&#160;<span class="comment"> * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or</span></div><div class="line"><a name="l00010"></a><span class="lineno">   10</span>&#160;<span class="comment"> * sell copies of the Software, and to permit persons to whom the Software is</span></div><div class="line"><a name="l00011"></a><span class="lineno">   11</span>&#160;<span class="comment"> * furnished to do so, subject to the following conditions:</span></div><div class="line"><a name="l00012"></a><span class="lineno">   12</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00013"></a><span class="lineno">   13</span>&#160;<span class="comment"> * The above copyright notice and this permission notice shall be included in all</span></div><div class="line"><a name="l00014"></a><span class="lineno">   14</span>&#160;<span class="comment"> * copies or substantial portions of the Software.</span></div><div class="line"><a name="l00015"></a><span class="lineno">   15</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00016"></a><span class="lineno">   16</span>&#160;<span class="comment"> * THE SOFTWARE IS PROVIDED &quot;AS IS&quot;, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR</span></div><div class="line"><a name="l00017"></a><span class="lineno">   17</span>&#160;<span class="comment"> * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,</span></div><div class="line"><a name="l00018"></a><span class="lineno">   18</span>&#160;<span class="comment"> * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE</span></div><div class="line"><a name="l00019"></a><span class="lineno">   19</span>&#160;<span class="comment"> * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER</span></div><div class="line"><a name="l00020"></a><span class="lineno">   20</span>&#160;<span class="comment"> * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,</span></div><div class="line"><a name="l00021"></a><span class="lineno">   21</span>&#160;<span class="comment"> * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE</span></div><div class="line"><a name="l00022"></a><span class="lineno">   22</span>&#160;<span class="comment"> * SOFTWARE.</span></div><div class="line"><a name="l00023"></a><span class="lineno">   23</span>&#160;<span class="comment"> */</span></div><div class="line"><a name="l00024"></a><span class="lineno">   24</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml">helpers.h</a>&quot;</span></div><div class="line"><a name="l00025"></a><span class="lineno">   25</span>&#160;</div><div class="line"><a name="l00026"></a><span class="lineno">   26</span>&#160;<span class="preprocessor">#if FLOAT_DATA_TYPE</span></div><div class="line"><a name="l00027"></a><span class="lineno">   27</span>&#160;<span class="preprocessor">#define ISGREATER(x, y) isgreater(x, y)</span></div><div class="line"><a name="l00028"></a><span class="lineno">   28</span>&#160;<span class="preprocessor">#define ISLESS(x, y) isless(x, y)</span></div><div class="line"><a name="l00029"></a><span class="lineno">   29</span>&#160;<span class="preprocessor">#else // !FLOAT_DATA_TYPE</span></div><div class="line"><a name="l00030"></a><span class="lineno">   30</span>&#160;<span class="preprocessor">#if defined(WIDTH)</span></div><div class="line"><a name="l00031"></a><span class="lineno">   31</span>&#160;<span class="preprocessor">#define ISGREATER(x, y) (x &gt; y) ? 1 : 0</span></div><div class="line"><a name="l00032"></a><span class="lineno">   32</span>&#160;<span class="preprocessor">#define ISLESS(x, y) (x &lt; y) ? 1 : 0</span></div><div class="line"><a name="l00033"></a><span class="lineno">   33</span>&#160;<span class="preprocessor">#else // !defined(WIDTH)</span></div><div class="line"><a name="l00034"></a><span class="lineno"><a class="line" href="reduction__operation_8cl.xhtml#a40336a6b889813a08d55e615a26b511a">   34</a></span>&#160;<span class="preprocessor">#define ISGREATER(x, y) select((int16)0, (int16)-1, x &gt; y)</span></div><div class="line"><a name="l00035"></a><span class="lineno"><a class="line" href="reduction__operation_8cl.xhtml#afef444918bb4f103371e703041081971">   35</a></span>&#160;<span class="preprocessor">#define ISLESS(x, y) select((int16)0, (int16)-1, x &lt; y)</span></div><div class="line"><a name="l00036"></a><span class="lineno">   36</span>&#160;<span class="preprocessor">#endif // defined(WIDTH)</span></div><div class="line"><a name="l00037"></a><span class="lineno">   37</span>&#160;<span class="preprocessor">#endif // FLOAT_DATA_TYPE</span></div><div class="line"><a name="l00038"></a><span class="lineno">   38</span>&#160;</div><div class="line"><a name="l00045"></a><span class="lineno"><a class="line" href="reduction__operation_8cl.xhtml#a48cc0583beba45dfba6d94fb6dc3c59a">   45</a></span>&#160;<span class="keyword">inline</span> <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> <a class="code" href="reduction__operation_8cl.xhtml#a48cc0583beba45dfba6d94fb6dc3c59a">square_sum</a>(__global <span class="keyword">const</span> <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *input)</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;    <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, 16)</div><div class="line"><a name="l00048"></a><span class="lineno">   48</span>&#160;    in = vload16(0, input);</div><div class="line"><a name="l00049"></a><span class="lineno">   49</span>&#160;</div><div class="line"><a name="l00050"></a><span class="lineno">   50</span>&#160;    in *= in;</div><div class="line"><a name="l00051"></a><span class="lineno">   51</span>&#160;</div><div class="line"><a name="l00052"></a><span class="lineno">   52</span>&#160;    in.s01234567 += in.s89ABCDEF;</div><div class="line"><a name="l00053"></a><span class="lineno">   53</span>&#160;    in.s0123 += in.s4567;</div><div class="line"><a name="l00054"></a><span class="lineno">   54</span>&#160;    in.s01 += in.s23;</div><div class="line"><a name="l00055"></a><span class="lineno">   55</span>&#160;</div><div class="line"><a name="l00056"></a><span class="lineno">   56</span>&#160;    <span class="keywordflow">return</span> (in.s0 + in.s1);</div><div class="line"><a name="l00057"></a><span class="lineno">   57</span>&#160;}</div><div class="line"><a name="l00058"></a><span class="lineno">   58</span>&#160;</div><div class="line"><a name="l00065"></a><span class="lineno"><a class="line" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">   65</a></span>&#160;<span class="keyword">inline</span> <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> <a class="code" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">sum</a>(__global <span class="keyword">const</span> <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *input)</div><div class="line"><a name="l00066"></a><span class="lineno">   66</span>&#160;{</div><div class="line"><a name="l00067"></a><span class="lineno">   67</span>&#160;    <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, 16)</div><div class="line"><a name="l00068"></a><span class="lineno">   68</span>&#160;    in = vload16(0, input);</div><div class="line"><a name="l00069"></a><span class="lineno">   69</span>&#160;</div><div class="line"><a name="l00070"></a><span class="lineno">   70</span>&#160;    in.s01234567 += in.s89ABCDEF;</div><div class="line"><a name="l00071"></a><span class="lineno">   71</span>&#160;    in.s0123 += in.s4567;</div><div class="line"><a name="l00072"></a><span class="lineno">   72</span>&#160;    in.s01 += in.s23;</div><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> (in.s0 + in.s1);</div><div class="line"><a name="l00075"></a><span class="lineno">   75</span>&#160;}</div><div class="line"><a name="l00076"></a><span class="lineno">   76</span>&#160;</div><div class="line"><a name="l00083"></a><span class="lineno"><a class="line" href="reduction__operation_8cl.xhtml#ab71c1065b18391b45255b1f251b861e7">   83</a></span>&#160;<span class="keyword">inline</span> <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> <a class="code" href="reduction__operation_8cl.xhtml#ab71c1065b18391b45255b1f251b861e7">product</a>(__global <span class="keyword">const</span> <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *input)</div><div class="line"><a name="l00084"></a><span class="lineno">   84</span>&#160;{</div><div class="line"><a name="l00085"></a><span class="lineno">   85</span>&#160;    <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, 16)</div><div class="line"><a name="l00086"></a><span class="lineno">   86</span>&#160;    in = vload16(0, input);</div><div class="line"><a name="l00087"></a><span class="lineno">   87</span>&#160;</div><div class="line"><a name="l00088"></a><span class="lineno">   88</span>&#160;    in.s01234567 *= in.s89ABCDEF;</div><div class="line"><a name="l00089"></a><span class="lineno">   89</span>&#160;    in.s0123 *= in.s4567;</div><div class="line"><a name="l00090"></a><span class="lineno">   90</span>&#160;    in.s01 *= in.s23;</div><div class="line"><a name="l00091"></a><span class="lineno">   91</span>&#160;</div><div class="line"><a name="l00092"></a><span class="lineno">   92</span>&#160;    <span class="keywordflow">return</span> (in.s0 * in.s1);</div><div class="line"><a name="l00093"></a><span class="lineno">   93</span>&#160;}</div><div class="line"><a name="l00094"></a><span class="lineno">   94</span>&#160;<span class="preprocessor">#if defined(OPERATION)</span></div><div class="line"><a name="l00095"></a><span class="lineno">   95</span>&#160;</div><div class="line"><a name="l00117"></a><span class="lineno">  117</span>&#160;__kernel <span class="keywordtype">void</span> reduction_operation_x(</div><div class="line"><a name="l00118"></a><span class="lineno">  118</span>&#160;    <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a989ab3e96426615bb98e04e0235088ca">src</a>),</div><div class="line"><a name="l00119"></a><span class="lineno">  119</span>&#160;    <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(partial_res),</div><div class="line"><a name="l00120"></a><span class="lineno">  120</span>&#160;    __local <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *local_results)</div><div class="line"><a name="l00121"></a><span class="lineno">  121</span>&#160;{</div><div class="line"><a name="l00122"></a><span class="lineno">  122</span>&#160;    <a class="code" href="struct_image.xhtml">Image</a> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a989ab3e96426615bb98e04e0235088ca">src</a>         = <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aebe814363556c244be043b13e7969197">CONVERT_TO_IMAGE_STRUCT</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a989ab3e96426615bb98e04e0235088ca">src</a>);</div><div class="line"><a name="l00123"></a><span class="lineno">  123</span>&#160; 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++y)</div><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;        local_results[lid] = OPERATION((__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a989ab3e96426615bb98e04e0235088ca">src</a>, 0, y));</div><div class="line"><a name="l00131"></a><span class="lineno">  131</span>&#160;        barrier(CLK_LOCAL_MEM_FENCE);</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">// Perform parallel reduction</span></div><div class="line"><a name="l00134"></a><span class="lineno">  134</span>&#160;        <span class="keywordflow">for</span>(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> i = lsize &gt;&gt; 1; i &gt; 0; i &gt;&gt;= 1)</div><div class="line"><a name="l00135"></a><span class="lineno">  135</span>&#160;        {</div><div class="line"><a name="l00136"></a><span class="lineno">  136</span>&#160;            <span class="keywordflow">if</span>(lid &lt; i)</div><div class="line"><a name="l00137"></a><span class="lineno">  137</span>&#160;            {</div><div class="line"><a name="l00138"></a><span class="lineno">  138</span>&#160;<span class="preprocessor">#if defined(PROD)</span></div><div class="line"><a name="l00139"></a><span class="lineno">  139</span>&#160;                local_results[lid] *= local_results[lid + i];</div><div class="line"><a name="l00140"></a><span class="lineno">  140</span>&#160;<span class="preprocessor">#else  // !defined(PROD)</span></div><div class="line"><a name="l00141"></a><span class="lineno">  141</span>&#160;                local_results[lid] += local_results[lid + i];</div><div class="line"><a name="l00142"></a><span class="lineno">  142</span>&#160;<span class="preprocessor">#endif // defined(PROD)</span></div><div class="line"><a name="l00143"></a><span class="lineno">  143</span>&#160;            }</div><div class="line"><a name="l00144"></a><span class="lineno">  144</span>&#160;            barrier(CLK_LOCAL_MEM_FENCE);</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;</div><div class="line"><a name="l00147"></a><span class="lineno">  147</span>&#160;        <span class="keywordflow">if</span>(lid == 0)</div><div class="line"><a name="l00148"></a><span class="lineno">  148</span>&#160;        {</div><div class="line"><a name="l00149"></a><span class="lineno">  149</span>&#160;<span class="preprocessor">#if defined(MEAN) &amp;&amp; defined(WIDTH)</span></div><div class="line"><a name="l00150"></a><span class="lineno">  150</span>&#160;            <span class="keywordflow">if</span>(y == get_local_size(1) - 1)</div><div class="line"><a name="l00151"></a><span class="lineno">  151</span>&#160;            {</div><div class="line"><a name="l00152"></a><span class="lineno">  152</span>&#160;                local_results[0] /= <a class="code" href="namespacearm__compute.xhtml#a74ce3f7420453d3446218ff3b7453e02a49da85b69bc6285eeee286ca49fa7195">WIDTH</a>;</div><div class="line"><a name="l00153"></a><span class="lineno">  153</span>&#160;            }</div><div class="line"><a name="l00154"></a><span class="lineno">  154</span>&#160;<span class="preprocessor">#endif // defined(MEAN) &amp;&amp; defined(WIDTH)</span></div><div class="line"><a name="l00155"></a><span class="lineno">  155</span>&#160;            ((__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;partial_res, get_group_id(0), y))[0] = local_results[0];</div><div class="line"><a name="l00156"></a><span class="lineno">  156</span>&#160;        }</div><div class="line"><a name="l00157"></a><span class="lineno">  157</span>&#160;    }</div><div class="line"><a name="l00158"></a><span class="lineno">  158</span>&#160;}</div><div class="line"><a name="l00159"></a><span class="lineno">  159</span>&#160;<span class="preprocessor">#endif // defined(OPERATION)</span></div><div class="line"><a name="l00160"></a><span class="lineno">  160</span>&#160;</div><div class="line"><a name="l00161"></a><span class="lineno">  161</span>&#160;<span class="preprocessor">#if defined(WIDTH)</span></div><div class="line"><a name="l00162"></a><span class="lineno">  162</span>&#160;</div><div class="line"><a name="l00178"></a><span class="lineno">  178</span>&#160;__kernel <span class="keywordtype">void</span> reduction_operation_non_parallel_x(</div><div class="line"><a name="l00179"></a><span class="lineno">  179</span>&#160;    <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a40a6eb9f2a7712f08d6bb8ff6c9e6ca7">VECTOR_DECLARATION</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a989ab3e96426615bb98e04e0235088ca">src</a>),</div><div class="line"><a name="l00180"></a><span class="lineno">  180</span>&#160;    <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a40a6eb9f2a7712f08d6bb8ff6c9e6ca7">VECTOR_DECLARATION</a>(output))</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;    <a class="code" href="struct_vector.xhtml">Vector</a> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a989ab3e96426615bb98e04e0235088ca">src</a>    = <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a527bfdf5eeb306f1cf01c4a8e29f38e0">CONVERT_TO_VECTOR_STRUCT</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a989ab3e96426615bb98e04e0235088ca">src</a>);</div><div class="line"><a name="l00183"></a><span class="lineno">  183</span>&#160;    <a class="code" href="struct_vector.xhtml">Vector</a> output = <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a527bfdf5eeb306f1cf01c4a8e29f38e0">CONVERT_TO_VECTOR_STRUCT</a>(output);</div><div class="line"><a name="l00184"></a><span class="lineno">  184</span>&#160;</div><div class="line"><a name="l00185"></a><span class="lineno">  185</span>&#160;    DATA_TYPE_PROMOTED res = *((__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a7e4940407322d6f0ccb8b6b86b856019">vector_offset</a>(&amp;<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a989ab3e96426615bb98e04e0235088ca">src</a>, 0));</div><div class="line"><a name="l00186"></a><span class="lineno">  186</span>&#160;</div><div class="line"><a name="l00187"></a><span class="lineno">  187</span>&#160;<span class="preprocessor">#if defined(ARG_MAX) || defined(ARG_MIN)</span></div><div class="line"><a name="l00188"></a><span class="lineno">  188</span>&#160;    uint indx = 0;</div><div class="line"><a name="l00189"></a><span class="lineno">  189</span>&#160;<span class="preprocessor">#endif // defined(ARG_MAX) || defined(ARG_MIN)</span></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="keywordflow">for</span>(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> x = 1; x &lt; <a class="code" href="namespacearm__compute.xhtml#a74ce3f7420453d3446218ff3b7453e02a49da85b69bc6285eeee286ca49fa7195">WIDTH</a>; ++x)</div><div class="line"><a name="l00192"></a><span class="lineno">  192</span>&#160;    {</div><div class="line"><a name="l00193"></a><span class="lineno">  193</span>&#160;        DATA_TYPE_PROMOTED in = *((__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a7e4940407322d6f0ccb8b6b86b856019">vector_offset</a>(&amp;<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a989ab3e96426615bb98e04e0235088ca">src</a>, x));</div><div class="line"><a name="l00194"></a><span class="lineno">  194</span>&#160;<span class="preprocessor">#if defined(ARG_MAX)</span></div><div class="line"><a name="l00195"></a><span class="lineno">  195</span>&#160;        indx = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(indx, x, <a class="code" href="reduction__operation_8cl.xhtml#a40336a6b889813a08d55e615a26b511a">ISGREATER</a>(in, res));</div><div class="line"><a name="l00196"></a><span class="lineno">  196</span>&#160;        res  = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(res, in, <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(<a class="code" href="reduction__operation_8cl.xhtml#a40336a6b889813a08d55e615a26b511a">ISGREATER</a>(in, res), COND_DATA_TYPE));</div><div class="line"><a name="l00197"></a><span class="lineno">  197</span>&#160;<span class="preprocessor">#elif defined(ARG_MIN)</span></div><div class="line"><a name="l00198"></a><span class="lineno">  198</span>&#160;        indx = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(indx, x, <a class="code" href="reduction__operation_8cl.xhtml#afef444918bb4f103371e703041081971">ISLESS</a>(in, res));</div><div class="line"><a name="l00199"></a><span class="lineno">  199</span>&#160;        res  = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(res, in, <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(<a class="code" href="reduction__operation_8cl.xhtml#afef444918bb4f103371e703041081971">ISLESS</a>(in, res), COND_DATA_TYPE));</div><div class="line"><a name="l00200"></a><span class="lineno">  200</span>&#160;<span class="preprocessor">#elif defined(MIN)</span></div><div class="line"><a name="l00201"></a><span class="lineno">  201</span>&#160;        res = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(res, in, <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(<a class="code" href="reduction__operation_8cl.xhtml#afef444918bb4f103371e703041081971">ISLESS</a>(in, res), COND_DATA_TYPE));</div><div class="line"><a name="l00202"></a><span class="lineno">  202</span>&#160;<span class="preprocessor">#elif defined(MAX)</span></div><div class="line"><a name="l00203"></a><span class="lineno">  203</span>&#160;        res = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(res, in, <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(<a class="code" href="reduction__operation_8cl.xhtml#a40336a6b889813a08d55e615a26b511a">ISGREATER</a>(in, res), COND_DATA_TYPE));</div><div class="line"><a name="l00204"></a><span class="lineno">  204</span>&#160;<span class="preprocessor">#else  // !(defined(ARG_MAX) || defined(ARG_MIN))</span></div><div class="line"><a name="l00205"></a><span class="lineno">  205</span>&#160;        res += in;</div><div class="line"><a name="l00206"></a><span class="lineno">  206</span>&#160;<span class="preprocessor">#endif // defined(ARG_MAX) || defined(ARG_MIN)</span></div><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;</div><div class="line"><a name="l00209"></a><span class="lineno">  209</span>&#160;    <span class="comment">// Store result</span></div><div class="line"><a name="l00210"></a><span class="lineno">  210</span>&#160;<span class="preprocessor">#if defined(ARG_MAX) || defined(ARG_MIN)</span></div><div class="line"><a name="l00211"></a><span class="lineno">  211</span>&#160;    *((__global uint *)output.<a class="code" href="struct_vector.xhtml#acf52c23cbd7424606c10a606524e3e32">ptr</a>) = indx;</div><div class="line"><a name="l00212"></a><span class="lineno">  212</span>&#160;<span class="preprocessor">#else // !(defined(ARG_MAX) || defined(ARG_MIN))</span></div><div class="line"><a name="l00213"></a><span class="lineno">  213</span>&#160;<span class="preprocessor">#if defined(MEAN)</span></div><div class="line"><a name="l00214"></a><span class="lineno">  214</span>&#160;    res /= <a class="code" href="namespacearm__compute.xhtml#a74ce3f7420453d3446218ff3b7453e02a49da85b69bc6285eeee286ca49fa7195">WIDTH</a>;</div><div class="line"><a name="l00215"></a><span class="lineno">  215</span>&#160;<span class="preprocessor">#endif // defined(MEAN)</span></div><div class="line"><a name="l00216"></a><span class="lineno">  216</span>&#160;<span class="preprocessor">#if defined(MIN) || defined(MAX)</span></div><div class="line"><a name="l00217"></a><span class="lineno">  217</span>&#160;    *((__global DATA_TYPE_PROMOTED *)output.<a class="code" href="struct_vector.xhtml#acf52c23cbd7424606c10a606524e3e32">ptr</a>) = res;</div><div class="line"><a name="l00218"></a><span class="lineno">  218</span>&#160;<span class="preprocessor">#else  // defined(MIN) || defined(MAX)</span></div><div class="line"><a name="l00219"></a><span class="lineno">  219</span>&#160;    *((__global uchar *)output.<a class="code" href="struct_vector.xhtml#acf52c23cbd7424606c10a606524e3e32">ptr</a>) = convert_uchar(res);</div><div class="line"><a name="l00220"></a><span class="lineno">  220</span>&#160;<span class="preprocessor">#endif // defined(MIN) || defined(MAX)</span></div><div class="line"><a name="l00221"></a><span class="lineno">  221</span>&#160;<span class="preprocessor">#endif // defined(ARG_MAX) || defined(ARG_MIN)</span></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;<span class="preprocessor">#endif // defined(WIDTH)</span></div><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="preprocessor">#if defined(HEIGHT)</span></div><div class="line"><a name="l00226"></a><span class="lineno">  226</span>&#160;</div><div class="line"><a name="l00244"></a><span class="lineno">  244</span>&#160;__kernel <span class="keywordtype">void</span> reduction_operation_y(</div><div class="line"><a name="l00245"></a><span class="lineno">  245</span>&#160;    <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a989ab3e96426615bb98e04e0235088ca">src</a>),</div><div class="line"><a name="l00246"></a><span class="lineno">  246</span>&#160;    <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(output))</div><div class="line"><a name="l00247"></a><span class="lineno">  247</span>&#160;{</div><div class="line"><a name="l00248"></a><span class="lineno">  248</span>&#160;    <a class="code" href="struct_image.xhtml">Image</a> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a989ab3e96426615bb98e04e0235088ca">src</a>    = <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aebe814363556c244be043b13e7969197">CONVERT_TO_IMAGE_STRUCT</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a989ab3e96426615bb98e04e0235088ca">src</a>);</div><div class="line"><a name="l00249"></a><span class="lineno">  249</span>&#160;    <a class="code" href="struct_image.xhtml">Image</a> output = <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aebe814363556c244be043b13e7969197">CONVERT_TO_IMAGE_STRUCT</a>(output);</div><div class="line"><a name="l00250"></a><span class="lineno">  250</span>&#160;</div><div class="line"><a name="l00251"></a><span class="lineno">  251</span>&#160;    <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE_PROMOTED, 16)</div><div class="line"><a name="l00252"></a><span class="lineno">  252</span>&#160;    res = <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(vload16(0, (__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a989ab3e96426615bb98e04e0235088ca">src</a>, 0, 0)), <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE_PROMOTED, 16));</div><div class="line"><a name="l00253"></a><span class="lineno">  253</span>&#160;</div><div class="line"><a name="l00254"></a><span class="lineno">  254</span>&#160;<span class="preprocessor">#if defined(SUM_SQUARE)</span></div><div class="line"><a name="l00255"></a><span class="lineno">  255</span>&#160;    res *= res;</div><div class="line"><a name="l00256"></a><span class="lineno">  256</span>&#160;<span class="preprocessor">#endif // defined(SUM_SQUARE)</span></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;<span class="preprocessor">#if defined(ARG_MAX) || defined(ARG_MIN)</span></div><div class="line"><a name="l00259"></a><span class="lineno">  259</span>&#160;    uint16 indx = 0;</div><div class="line"><a name="l00260"></a><span class="lineno">  260</span>&#160;<span class="preprocessor">#endif // defined(ARG_MAX) || defined(ARG_MIN)</span></div><div class="line"><a name="l00261"></a><span class="lineno">  261</span>&#160;</div><div class="line"><a name="l00262"></a><span class="lineno">  262</span>&#160;    <span class="keywordflow">for</span>(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> y = 1; y &lt; <a class="code" href="namespacearm__compute.xhtml#a74ce3f7420453d3446218ff3b7453e02ad770ba3ce18fa409965dfdf5e7c348e6">HEIGHT</a>; ++y)</div><div class="line"><a name="l00263"></a><span class="lineno">  263</span>&#160;    {</div><div class="line"><a name="l00264"></a><span class="lineno">  264</span>&#160;        <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE_PROMOTED, 16)</div><div class="line"><a name="l00265"></a><span class="lineno">  265</span>&#160;        in = <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(vload16(0, (__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a989ab3e96426615bb98e04e0235088ca">src</a>, 0, y)), <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE_PROMOTED, 16));</div><div class="line"><a name="l00266"></a><span class="lineno">  266</span>&#160;<span class="preprocessor">#if defined(ARG_MAX)</span></div><div class="line"><a name="l00267"></a><span class="lineno">  267</span>&#160;        uint16 cond_conv = <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(<a class="code" href="reduction__operation_8cl.xhtml#a40336a6b889813a08d55e615a26b511a">ISGREATER</a>(in, res), uint16);</div><div class="line"><a name="l00268"></a><span class="lineno">  268</span>&#160;        indx             = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(indx, y, cond_conv);</div><div class="line"><a name="l00269"></a><span class="lineno">  269</span>&#160;        res              = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(res, in, <a class="code" href="reduction__operation_8cl.xhtml#a40336a6b889813a08d55e615a26b511a">ISGREATER</a>(in, res));</div><div class="line"><a name="l00270"></a><span class="lineno">  270</span>&#160;<span class="preprocessor">#elif defined(ARG_MIN)</span></div><div class="line"><a name="l00271"></a><span class="lineno">  271</span>&#160;        uint16 cond_conv                         = <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(<a class="code" href="reduction__operation_8cl.xhtml#afef444918bb4f103371e703041081971">ISLESS</a>(in, res), uint16);</div><div class="line"><a name="l00272"></a><span class="lineno">  272</span>&#160;        indx                                     = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(indx, y, cond_conv);</div><div class="line"><a name="l00273"></a><span class="lineno">  273</span>&#160;        res                                      = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(res, in, <a class="code" href="reduction__operation_8cl.xhtml#afef444918bb4f103371e703041081971">ISLESS</a>(in, res));</div><div class="line"><a name="l00274"></a><span class="lineno">  274</span>&#160;<span class="preprocessor">#elif defined(MIN)</span></div><div class="line"><a name="l00275"></a><span class="lineno">  275</span>&#160;        res = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(res, in, <a class="code" href="reduction__operation_8cl.xhtml#afef444918bb4f103371e703041081971">ISLESS</a>(in, res));</div><div class="line"><a name="l00276"></a><span class="lineno">  276</span>&#160;<span class="preprocessor">#elif defined(MAX)</span></div><div class="line"><a name="l00277"></a><span class="lineno">  277</span>&#160;        res = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(res, in, <a class="code" href="reduction__operation_8cl.xhtml#a40336a6b889813a08d55e615a26b511a">ISGREATER</a>(in, res));</div><div class="line"><a name="l00278"></a><span class="lineno">  278</span>&#160;<span class="preprocessor">#else // !(defined(ARG_MAX) || defined(ARG_MIN))</span></div><div class="line"><a name="l00279"></a><span class="lineno">  279</span>&#160;<span class="preprocessor">#if defined(SUM_SQUARE)</span></div><div class="line"><a name="l00280"></a><span class="lineno">  280</span>&#160;        in *= in;</div><div class="line"><a name="l00281"></a><span class="lineno">  281</span>&#160;<span class="preprocessor">#endif // defined(SUM_SQUARE)</span></div><div class="line"><a name="l00282"></a><span class="lineno">  282</span>&#160;<span class="preprocessor">#if defined(PROD)</span></div><div class="line"><a name="l00283"></a><span class="lineno">  283</span>&#160;        res *= in;</div><div class="line"><a name="l00284"></a><span class="lineno">  284</span>&#160;<span class="preprocessor">#else  // !defined(PROD)</span></div><div class="line"><a name="l00285"></a><span class="lineno">  285</span>&#160;        res += in;</div><div class="line"><a name="l00286"></a><span class="lineno">  286</span>&#160;<span class="preprocessor">#endif // defined(PROD)</span></div><div class="line"><a name="l00287"></a><span class="lineno">  287</span>&#160;<span class="preprocessor">#endif // defined(ARG_MAX) || defined(ARG_MIN)</span></div><div class="line"><a name="l00288"></a><span class="lineno">  288</span>&#160;    }</div><div class="line"><a name="l00289"></a><span class="lineno">  289</span>&#160;</div><div class="line"><a name="l00290"></a><span class="lineno">  290</span>&#160;    <span class="comment">// Store result</span></div><div class="line"><a name="l00291"></a><span class="lineno">  291</span>&#160;<span class="preprocessor">#if defined(ARG_MAX) || defined(ARG_MIN)</span></div><div class="line"><a name="l00292"></a><span class="lineno">  292</span>&#160;    vstore16(indx, 0, (__global uint *)output.<a class="code" href="struct_image.xhtml#acf52c23cbd7424606c10a606524e3e32">ptr</a>);</div><div class="line"><a name="l00293"></a><span class="lineno">  293</span>&#160;<span class="preprocessor">#else // !(defined(ARG_MAX) || defined(ARG_MIN))</span></div><div class="line"><a name="l00294"></a><span class="lineno">  294</span>&#160;<span class="preprocessor">#if defined(MEAN)</span></div><div class="line"><a name="l00295"></a><span class="lineno">  295</span>&#160;    res /= <a class="code" href="namespacearm__compute.xhtml#a74ce3f7420453d3446218ff3b7453e02ad770ba3ce18fa409965dfdf5e7c348e6">HEIGHT</a>;</div><div class="line"><a name="l00296"></a><span class="lineno">  296</span>&#160;<span class="preprocessor">#endif // defined(MEAN)</span></div><div class="line"><a name="l00297"></a><span class="lineno">  297</span>&#160;    vstore16(<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(res, <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, 16)), 0, (__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)output.<a class="code" href="struct_image.xhtml#acf52c23cbd7424606c10a606524e3e32">ptr</a>);</div><div class="line"><a name="l00298"></a><span class="lineno">  298</span>&#160;<span class="preprocessor">#endif // defined(ARG_MAX) || defined(ARG_MIN)</span></div><div class="line"><a name="l00299"></a><span class="lineno">  299</span>&#160;}</div><div class="line"><a name="l00300"></a><span class="lineno">  300</span>&#160;<span class="preprocessor">#endif // defined(HEIGHT)</span></div><div class="line"><a name="l00301"></a><span class="lineno">  301</span>&#160;</div><div class="line"><a name="l00302"></a><span class="lineno">  302</span>&#160;<span class="preprocessor">#if defined(DEPTH)</span></div><div class="line"><a name="l00303"></a><span class="lineno">  303</span>&#160;</div><div class="line"><a name="l00325"></a><span class="lineno">  325</span>&#160;__kernel <span class="keywordtype">void</span> reduction_operation_z(</div><div class="line"><a name="l00326"></a><span class="lineno">  326</span>&#160;    <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a6b83038822d1ae7ab619b684ed3b7fc0">TENSOR3D_DECLARATION</a>(input),</div><div class="line"><a name="l00327"></a><span class="lineno">  327</span>&#160;    <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a6b83038822d1ae7ab619b684ed3b7fc0">TENSOR3D_DECLARATION</a>(output))</div><div class="line"><a name="l00328"></a><span class="lineno">  328</span>&#160;{</div><div class="line"><a name="l00329"></a><span class="lineno">  329</span>&#160;    <a class="code" href="struct_tensor3_d.xhtml">Tensor3D</a> input  = <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a31c8c760f08fb1a331b16b7c204321dc">CONVERT_TO_TENSOR3D_STRUCT</a>(input);</div><div class="line"><a name="l00330"></a><span class="lineno">  330</span>&#160;    <a class="code" href="struct_tensor3_d.xhtml">Tensor3D</a> output = <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a31c8c760f08fb1a331b16b7c204321dc">CONVERT_TO_TENSOR3D_STRUCT</a>(output);</div><div class="line"><a name="l00331"></a><span class="lineno">  331</span>&#160;</div><div class="line"><a name="l00332"></a><span class="lineno">  332</span>&#160;    <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE_PROMOTED, 16)</div><div class="line"><a name="l00333"></a><span class="lineno">  333</span>&#160;    res = <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(vload16(0, (__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a2101b2fe0193ce227ae4e0945e321d85">tensor3D_offset</a>(&amp;input, 0, 0, 0)), <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE_PROMOTED, 16));</div><div class="line"><a name="l00334"></a><span class="lineno">  334</span>&#160;</div><div class="line"><a name="l00335"></a><span class="lineno">  335</span>&#160;<span class="preprocessor">#if defined(COMPLEX)</span></div><div class="line"><a name="l00336"></a><span class="lineno">  336</span>&#160;    <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE_PROMOTED, 16)</div><div class="line"><a name="l00337"></a><span class="lineno">  337</span>&#160;    res1 = <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(vload16(0, (__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a2101b2fe0193ce227ae4e0945e321d85">tensor3D_offset</a>(&amp;input, 8, 0, 0)), <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE_PROMOTED, 16));</div><div class="line"><a name="l00338"></a><span class="lineno">  338</span>&#160;<span class="preprocessor">#endif // defined(COMPLEX)</span></div><div class="line"><a name="l00339"></a><span class="lineno">  339</span>&#160;<span class="preprocessor">#if defined(SUM_SQUARE)</span></div><div class="line"><a name="l00340"></a><span class="lineno">  340</span>&#160;    res *= res;</div><div class="line"><a name="l00341"></a><span class="lineno">  341</span>&#160;<span class="preprocessor">#endif // defined(SUM_SQUARE)</span></div><div class="line"><a name="l00342"></a><span class="lineno">  342</span>&#160;</div><div class="line"><a name="l00343"></a><span class="lineno">  343</span>&#160;<span class="preprocessor">#if defined(ARG_MAX) || defined(ARG_MIN)</span></div><div class="line"><a name="l00344"></a><span class="lineno">  344</span>&#160;    uint16 indx = 0;</div><div class="line"><a name="l00345"></a><span class="lineno">  345</span>&#160;<span class="preprocessor">#endif // defined(ARG_MAX) || defined(ARG_MIN)</span></div><div class="line"><a name="l00346"></a><span class="lineno">  346</span>&#160;</div><div class="line"><a name="l00347"></a><span class="lineno">  347</span>&#160;    <span class="keywordflow">for</span>(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> z = 1; z &lt; DEPTH; ++z)</div><div class="line"><a name="l00348"></a><span class="lineno">  348</span>&#160;    {</div><div class="line"><a name="l00349"></a><span class="lineno">  349</span>&#160;        <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE_PROMOTED, 16)</div><div class="line"><a name="l00350"></a><span class="lineno">  350</span>&#160;        in = <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(vload16(0, (__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a2101b2fe0193ce227ae4e0945e321d85">tensor3D_offset</a>(&amp;input, 0, 0, z)), <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE_PROMOTED, 16));</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="preprocessor">#if defined(COMPLEX)</span></div><div class="line"><a name="l00353"></a><span class="lineno">  353</span>&#160;        <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE_PROMOTED, 16)</div><div class="line"><a name="l00354"></a><span class="lineno">  354</span>&#160;        in1 = <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(vload16(0, (__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a2101b2fe0193ce227ae4e0945e321d85">tensor3D_offset</a>(&amp;input, 8, 0, z)), <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE_PROMOTED, 16));</div><div class="line"><a name="l00355"></a><span class="lineno">  355</span>&#160;<span class="preprocessor">#endif // defined(COMPLEX)</span></div><div class="line"><a name="l00356"></a><span class="lineno">  356</span>&#160;</div><div class="line"><a name="l00357"></a><span class="lineno">  357</span>&#160;<span class="preprocessor">#if defined(ARG_MAX)</span></div><div class="line"><a name="l00358"></a><span class="lineno">  358</span>&#160;        uint16 cond_conv = <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(<a class="code" href="reduction__operation_8cl.xhtml#a40336a6b889813a08d55e615a26b511a">ISGREATER</a>(in, res), uint16);</div><div class="line"><a name="l00359"></a><span class="lineno">  359</span>&#160;        indx             = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(indx, z, cond_conv);</div><div class="line"><a name="l00360"></a><span class="lineno">  360</span>&#160;        res              = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(res, in, <a class="code" href="reduction__operation_8cl.xhtml#a40336a6b889813a08d55e615a26b511a">ISGREATER</a>(in, res));</div><div class="line"><a name="l00361"></a><span class="lineno">  361</span>&#160;<span class="preprocessor">#elif defined(ARG_MIN)</span></div><div class="line"><a name="l00362"></a><span class="lineno">  362</span>&#160;        uint16 cond_conv = <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(<a class="code" href="reduction__operation_8cl.xhtml#afef444918bb4f103371e703041081971">ISLESS</a>(in, res), uint16);</div><div class="line"><a name="l00363"></a><span class="lineno">  363</span>&#160;        indx             = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(indx, z, cond_conv);</div><div class="line"><a name="l00364"></a><span class="lineno">  364</span>&#160;        res              = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(res, in, <a class="code" href="reduction__operation_8cl.xhtml#afef444918bb4f103371e703041081971">ISLESS</a>(in, res));</div><div class="line"><a name="l00365"></a><span class="lineno">  365</span>&#160;<span class="preprocessor">#elif defined(MIN)</span></div><div class="line"><a name="l00366"></a><span class="lineno">  366</span>&#160;        res = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(res, in, <a class="code" href="reduction__operation_8cl.xhtml#afef444918bb4f103371e703041081971">ISLESS</a>(in, res));</div><div class="line"><a name="l00367"></a><span class="lineno">  367</span>&#160;<span class="preprocessor">#elif defined(MAX)</span></div><div class="line"><a name="l00368"></a><span class="lineno">  368</span>&#160;        res = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(res, in, <a class="code" href="reduction__operation_8cl.xhtml#a40336a6b889813a08d55e615a26b511a">ISGREATER</a>(in, res));</div><div class="line"><a name="l00369"></a><span class="lineno">  369</span>&#160;<span class="preprocessor">#else // !(defined(ARG_MAX) || defined(ARG_MIN))</span></div><div class="line"><a name="l00370"></a><span class="lineno">  370</span>&#160;<span class="preprocessor">#if defined(SUM_SQUARE)</span></div><div class="line"><a name="l00371"></a><span class="lineno">  371</span>&#160;        in *= in;</div><div class="line"><a name="l00372"></a><span class="lineno">  372</span>&#160;<span class="preprocessor">#endif // defined(SUM_SQUARE)</span></div><div class="line"><a name="l00373"></a><span class="lineno">  373</span>&#160;<span class="preprocessor">#if defined(PROD)</span></div><div class="line"><a name="l00374"></a><span class="lineno">  374</span>&#160;        res *= in;</div><div class="line"><a name="l00375"></a><span class="lineno">  375</span>&#160;<span class="preprocessor">#else </span></div><div class="line"><a name="l00376"></a><span class="lineno">  376</span>&#160;<span class="preprocessor">        res += in;</span></div><div class="line"><a name="l00377"></a><span class="lineno">  377</span>&#160;<span class="preprocessor">#if defined(COMPLEX)</span></div><div class="line"><a name="l00378"></a><span class="lineno">  378</span>&#160;        res1 += in1;</div><div class="line"><a name="l00379"></a><span class="lineno">  379</span>&#160;<span class="preprocessor">#endif // defined(COMPLEX)</span></div><div class="line"><a name="l00380"></a><span class="lineno">  380</span>&#160;<span class="preprocessor">#endif //defined(PROD)</span></div><div class="line"><a name="l00381"></a><span class="lineno">  381</span>&#160;<span class="preprocessor">#endif // defined(ARG_MAX) || defined(ARG_MIN)</span></div><div class="line"><a name="l00382"></a><span class="lineno">  382</span>&#160;    }</div><div class="line"><a name="l00383"></a><span class="lineno">  383</span>&#160;</div><div class="line"><a name="l00384"></a><span class="lineno">  384</span>&#160;    <span class="comment">// Store result</span></div><div class="line"><a name="l00385"></a><span class="lineno">  385</span>&#160;<span class="preprocessor">#if defined(ARG_MAX) || defined(ARG_MIN)</span></div><div class="line"><a name="l00386"></a><span class="lineno">  386</span>&#160;    vstore16(indx, 0, (__global uint *)output.<a class="code" href="struct_tensor3_d.xhtml#acf52c23cbd7424606c10a606524e3e32">ptr</a>);</div><div class="line"><a name="l00387"></a><span class="lineno">  387</span>&#160;<span class="preprocessor">#else // !(defined(ARG_MAX) || defined(ARG_MIN))</span></div><div class="line"><a name="l00388"></a><span class="lineno">  388</span>&#160;<span class="preprocessor">#if defined(MEAN)</span></div><div class="line"><a name="l00389"></a><span class="lineno">  389</span>&#160;    res /= DEPTH;</div><div class="line"><a name="l00390"></a><span class="lineno">  390</span>&#160;<span class="preprocessor">#endif // defined(MEAN)</span></div><div class="line"><a name="l00391"></a><span class="lineno">  391</span>&#160;    vstore16(<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(res, <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, 16)), 0, (__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)output.<a class="code" href="struct_tensor3_d.xhtml#acf52c23cbd7424606c10a606524e3e32">ptr</a>);</div><div class="line"><a name="l00392"></a><span class="lineno">  392</span>&#160;<span class="preprocessor">#if defined(COMPLEX)</span></div><div class="line"><a name="l00393"></a><span class="lineno">  393</span>&#160;    vstore16(<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(res1, <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, 16)), 0, (__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a2101b2fe0193ce227ae4e0945e321d85">tensor3D_offset</a>(&amp;output, 8, 0, 0));</div><div class="line"><a name="l00394"></a><span class="lineno">  394</span>&#160;<span class="preprocessor">#endif // defined(COMPLEX)</span></div><div class="line"><a name="l00395"></a><span class="lineno">  395</span>&#160;<span class="preprocessor">#endif // defined(ARG_MAX) || defined(ARG_MIN)</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;<span class="preprocessor">#endif </span><span class="comment">/* defined(DEPTH) */</span><span class="preprocessor"></span></div><div class="line"><a name="l00398"></a><span class="lineno">  398</span>&#160;</div><div class="line"><a name="l00399"></a><span class="lineno">  399</span>&#160;<span class="preprocessor">#if defined(BATCH) &amp;&amp; defined(DEPTH)</span></div><div class="line"><a name="l00400"></a><span class="lineno">  400</span>&#160;</div><div class="line"><a name="l00427"></a><span class="lineno">  427</span>&#160;__kernel <span class="keywordtype">void</span> reduction_operation_w(</div><div class="line"><a name="l00428"></a><span class="lineno">  428</span>&#160;    <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a481bdc6d61b3df9dcdbdb244f0f97790">TENSOR4D_DECLARATION</a>(input),</div><div class="line"><a name="l00429"></a><span class="lineno">  429</span>&#160;    <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a481bdc6d61b3df9dcdbdb244f0f97790">TENSOR4D_DECLARATION</a>(output))</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;    <a class="code" href="struct_tensor4_d.xhtml">Tensor4D</a> input  = <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a23b9032d1b9d59547545e457f82ee478">CONVERT_TO_TENSOR4D_STRUCT</a>(input, DEPTH);</div><div class="line"><a name="l00432"></a><span class="lineno">  432</span>&#160;    <a class="code" href="struct_tensor4_d.xhtml">Tensor4D</a> output = <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a23b9032d1b9d59547545e457f82ee478">CONVERT_TO_TENSOR4D_STRUCT</a>(output, DEPTH);</div><div class="line"><a name="l00433"></a><span class="lineno">  433</span>&#160;</div><div class="line"><a name="l00434"></a><span class="lineno">  434</span>&#160;    <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE_PROMOTED, 16)</div><div class="line"><a name="l00435"></a><span class="lineno">  435</span>&#160;    res = <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(vload16(0, (__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#ad442fb5ec8be1fff97f543150de5d822">tensor4D_offset</a>(&amp;input, 0, 0, 0, 0)), <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE_PROMOTED, 16));</div><div class="line"><a name="l00436"></a><span class="lineno">  436</span>&#160;</div><div class="line"><a name="l00437"></a><span class="lineno">  437</span>&#160;<span class="preprocessor">#if defined(SUM_SQUARE)</span></div><div class="line"><a name="l00438"></a><span class="lineno">  438</span>&#160;    res *= res;</div><div class="line"><a name="l00439"></a><span class="lineno">  439</span>&#160;<span class="preprocessor">#endif // defined(SUM_SQUARE)</span></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;<span class="preprocessor">#if defined(ARG_MAX) || defined(ARG_MIN)</span></div><div class="line"><a name="l00442"></a><span class="lineno">  442</span>&#160;    uint16 indx = 0;</div><div class="line"><a name="l00443"></a><span class="lineno">  443</span>&#160;<span class="preprocessor">#endif // defined(ARG_MAX) || defined(ARG_MIN)</span></div><div class="line"><a name="l00444"></a><span class="lineno">  444</span>&#160;</div><div class="line"><a name="l00445"></a><span class="lineno">  445</span>&#160;    <span class="keywordflow">for</span>(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a1a367830ae09bf6138df822888ec1d71">w</a> = 1; <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a1a367830ae09bf6138df822888ec1d71">w</a> &lt; BATCH; ++<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a1a367830ae09bf6138df822888ec1d71">w</a>)</div><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="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE_PROMOTED, 16)</div><div class="line"><a name="l00448"></a><span class="lineno">  448</span>&#160;        in = <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(vload16(0, (__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#ad442fb5ec8be1fff97f543150de5d822">tensor4D_offset</a>(&amp;input, 0, 0, 0, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a1a367830ae09bf6138df822888ec1d71">w</a>)), <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE_PROMOTED, 16));</div><div class="line"><a name="l00449"></a><span class="lineno">  449</span>&#160;</div><div class="line"><a name="l00450"></a><span class="lineno">  450</span>&#160;<span class="preprocessor">#if defined(ARG_MAX)</span></div><div class="line"><a name="l00451"></a><span class="lineno">  451</span>&#160;        uint16 cond_conv = <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(<a class="code" href="reduction__operation_8cl.xhtml#a40336a6b889813a08d55e615a26b511a">ISGREATER</a>(in, res), uint16);</div><div class="line"><a name="l00452"></a><span class="lineno">  452</span>&#160;        indx             = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(indx, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a1a367830ae09bf6138df822888ec1d71">w</a>, cond_conv);</div><div class="line"><a name="l00453"></a><span class="lineno">  453</span>&#160;        res              = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(res, in, <a class="code" href="reduction__operation_8cl.xhtml#a40336a6b889813a08d55e615a26b511a">ISGREATER</a>(in, res));</div><div class="line"><a name="l00454"></a><span class="lineno">  454</span>&#160;<span class="preprocessor">#elif defined(ARG_MIN)</span></div><div class="line"><a name="l00455"></a><span class="lineno">  455</span>&#160;        uint16 cond_conv = <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(<a class="code" href="reduction__operation_8cl.xhtml#afef444918bb4f103371e703041081971">ISLESS</a>(in, res), uint16);</div><div class="line"><a name="l00456"></a><span class="lineno">  456</span>&#160;        indx             = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(indx, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a1a367830ae09bf6138df822888ec1d71">w</a>, cond_conv);</div><div class="line"><a name="l00457"></a><span class="lineno">  457</span>&#160;        res              = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(res, in, <a class="code" href="reduction__operation_8cl.xhtml#afef444918bb4f103371e703041081971">ISLESS</a>(in, res));</div><div class="line"><a name="l00458"></a><span class="lineno">  458</span>&#160;<span class="preprocessor">#elif defined(MIN)</span></div><div class="line"><a name="l00459"></a><span class="lineno">  459</span>&#160;        res = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(res, in, <a class="code" href="reduction__operation_8cl.xhtml#afef444918bb4f103371e703041081971">ISLESS</a>(in, res));</div><div class="line"><a name="l00460"></a><span class="lineno">  460</span>&#160;<span class="preprocessor">#elif defined(MAX)</span></div><div class="line"><a name="l00461"></a><span class="lineno">  461</span>&#160;        res = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(res, in, <a class="code" href="reduction__operation_8cl.xhtml#a40336a6b889813a08d55e615a26b511a">ISGREATER</a>(in, res));</div><div class="line"><a name="l00462"></a><span class="lineno">  462</span>&#160;<span class="preprocessor">#else // !(defined(ARG_MAX) || defined(ARG_MIN))</span></div><div class="line"><a name="l00463"></a><span class="lineno">  463</span>&#160;<span class="preprocessor">#if defined(SUM_SQUARE)</span></div><div class="line"><a name="l00464"></a><span class="lineno">  464</span>&#160;        in *= in;</div><div class="line"><a name="l00465"></a><span class="lineno">  465</span>&#160;<span class="preprocessor">#endif // defined(SUM_SQUARE)</span></div><div class="line"><a name="l00466"></a><span class="lineno">  466</span>&#160;<span class="preprocessor">#if defined(PROD)</span></div><div class="line"><a name="l00467"></a><span class="lineno">  467</span>&#160;        res *= in;</div><div class="line"><a name="l00468"></a><span class="lineno">  468</span>&#160;<span class="preprocessor">#else  </span></div><div class="line"><a name="l00469"></a><span class="lineno">  469</span>&#160;<span class="preprocessor">        res += in;</span></div><div class="line"><a name="l00470"></a><span class="lineno">  470</span>&#160;<span class="preprocessor">#endif //defined(PROD)</span></div><div class="line"><a name="l00471"></a><span class="lineno">  471</span>&#160;<span class="preprocessor">#endif // defined(ARG_MAX) || defined(ARG_MIN)</span></div><div class="line"><a name="l00472"></a><span class="lineno">  472</span>&#160;    }</div><div class="line"><a name="l00473"></a><span class="lineno">  473</span>&#160;</div><div class="line"><a name="l00474"></a><span class="lineno">  474</span>&#160;    <span class="comment">// Store result</span></div><div class="line"><a name="l00475"></a><span class="lineno">  475</span>&#160;<span class="preprocessor">#if defined(ARG_MAX) || defined(ARG_MIN)</span></div><div class="line"><a name="l00476"></a><span class="lineno">  476</span>&#160;    vstore16(indx, 0, (__global uint *)output.<a class="code" href="struct_tensor4_d.xhtml#acf52c23cbd7424606c10a606524e3e32">ptr</a>);</div><div class="line"><a name="l00477"></a><span class="lineno">  477</span>&#160;<span class="preprocessor">#else // !(defined(ARG_MAX) || defined(ARG_MIN))</span></div><div class="line"><a name="l00478"></a><span class="lineno">  478</span>&#160;<span class="preprocessor">#if defined(MEAN)</span></div><div class="line"><a name="l00479"></a><span class="lineno">  479</span>&#160;    res /= BATCH;</div><div class="line"><a name="l00480"></a><span class="lineno">  480</span>&#160;<span class="preprocessor">#endif // defined(MEAN)</span></div><div class="line"><a name="l00481"></a><span class="lineno">  481</span>&#160;    vstore16(<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(res, <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, 16)), 0, (__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)output.<a class="code" href="struct_tensor4_d.xhtml#acf52c23cbd7424606c10a606524e3e32">ptr</a>);</div><div class="line"><a name="l00482"></a><span class="lineno">  482</span>&#160;<span class="preprocessor">#endif // defined(ARG_MAX) || defined(ARG_MIN)</span></div><div class="line"><a name="l00483"></a><span class="lineno">  483</span>&#160;}</div><div class="line"><a name="l00484"></a><span class="lineno">  484</span>&#160;<span class="preprocessor">#endif </span><span class="comment">/* defined(BATCH) &amp;&amp; defined(DEPTH) */</span><span class="preprocessor"></span></div><div class="ttc" id="struct_vector_xhtml"><div class="ttname"><a href="struct_vector.xhtml">Vector</a></div><div class="ttdoc">Structure to hold Vector information.</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00159">helpers.h:159</a></div></div>
-<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_a009469e4d9b8fce3b6d5e97d2077827d"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a></div><div class="ttdeci">__global uchar * offset(const Image *img, int x, int y)</div><div class="ttdoc">Get the pointer position of a Image.</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00328">helpers.h:328</a></div></div>
+<a href="reduction__operation_8cl.xhtml">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno">    1</span>&#160;<span class="comment">/*</span></div><div class="line"><a name="l00002"></a><span class="lineno">    2</span>&#160;<span class="comment"> * Copyright (c) 2016-2019 ARM Limited.</span></div><div class="line"><a name="l00003"></a><span class="lineno">    3</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00004"></a><span class="lineno">    4</span>&#160;<span class="comment"> * SPDX-License-Identifier: MIT</span></div><div class="line"><a name="l00005"></a><span class="lineno">    5</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00006"></a><span class="lineno">    6</span>&#160;<span class="comment"> * Permission is hereby granted, free of charge, to any person obtaining a copy</span></div><div class="line"><a name="l00007"></a><span class="lineno">    7</span>&#160;<span class="comment"> * of this software and associated documentation files (the &quot;Software&quot;), to</span></div><div class="line"><a name="l00008"></a><span class="lineno">    8</span>&#160;<span class="comment"> * deal in the Software without restriction, including without limitation the</span></div><div class="line"><a name="l00009"></a><span class="lineno">    9</span>&#160;<span class="comment"> * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or</span></div><div class="line"><a name="l00010"></a><span class="lineno">   10</span>&#160;<span class="comment"> * sell copies of the Software, and to permit persons to whom the Software is</span></div><div class="line"><a name="l00011"></a><span class="lineno">   11</span>&#160;<span class="comment"> * furnished to do so, subject to the following conditions:</span></div><div class="line"><a name="l00012"></a><span class="lineno">   12</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00013"></a><span class="lineno">   13</span>&#160;<span class="comment"> * The above copyright notice and this permission notice shall be included in all</span></div><div class="line"><a name="l00014"></a><span class="lineno">   14</span>&#160;<span class="comment"> * copies or substantial portions of the Software.</span></div><div class="line"><a name="l00015"></a><span class="lineno">   15</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00016"></a><span class="lineno">   16</span>&#160;<span class="comment"> * THE SOFTWARE IS PROVIDED &quot;AS IS&quot;, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR</span></div><div class="line"><a name="l00017"></a><span class="lineno">   17</span>&#160;<span class="comment"> * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,</span></div><div class="line"><a name="l00018"></a><span class="lineno">   18</span>&#160;<span class="comment"> * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE</span></div><div class="line"><a name="l00019"></a><span class="lineno">   19</span>&#160;<span class="comment"> * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER</span></div><div class="line"><a name="l00020"></a><span class="lineno">   20</span>&#160;<span class="comment"> * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,</span></div><div class="line"><a name="l00021"></a><span class="lineno">   21</span>&#160;<span class="comment"> * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE</span></div><div class="line"><a name="l00022"></a><span class="lineno">   22</span>&#160;<span class="comment"> * SOFTWARE.</span></div><div class="line"><a name="l00023"></a><span class="lineno">   23</span>&#160;<span class="comment"> */</span></div><div class="line"><a name="l00024"></a><span class="lineno">   24</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml">helpers.h</a>&quot;</span></div><div class="line"><a name="l00025"></a><span class="lineno">   25</span>&#160;</div><div class="line"><a name="l00026"></a><span class="lineno">   26</span>&#160;<span class="preprocessor">#if FLOAT_DATA_TYPE</span></div><div class="line"><a name="l00027"></a><span class="lineno">   27</span>&#160;<span class="preprocessor">#define ISGREATER(x, y) isgreater(x, y)</span></div><div class="line"><a name="l00028"></a><span class="lineno">   28</span>&#160;<span class="preprocessor">#define ISLESS(x, y) isless(x, y)</span></div><div class="line"><a name="l00029"></a><span class="lineno">   29</span>&#160;<span class="preprocessor">#else // !FLOAT_DATA_TYPE</span></div><div class="line"><a name="l00030"></a><span class="lineno">   30</span>&#160;<span class="preprocessor">#if defined(WIDTH)</span></div><div class="line"><a name="l00031"></a><span class="lineno">   31</span>&#160;<span class="preprocessor">#define ISGREATER(x, y) (x &gt; y) ? 1 : 0</span></div><div class="line"><a name="l00032"></a><span class="lineno">   32</span>&#160;<span class="preprocessor">#define ISLESS(x, y) (x &lt; y) ? 1 : 0</span></div><div class="line"><a name="l00033"></a><span class="lineno">   33</span>&#160;<span class="preprocessor">#else // !defined(WIDTH)</span></div><div class="line"><a name="l00034"></a><span class="lineno"><a class="line" href="reduction__operation_8cl.xhtml#a40336a6b889813a08d55e615a26b511a">   34</a></span>&#160;<span class="preprocessor">#define ISGREATER(x, y) select((int16)0, (int16)-1, x &gt; y)</span></div><div class="line"><a name="l00035"></a><span class="lineno"><a class="line" href="reduction__operation_8cl.xhtml#afef444918bb4f103371e703041081971">   35</a></span>&#160;<span class="preprocessor">#define ISLESS(x, y) select((int16)0, (int16)-1, x &lt; y)</span></div><div class="line"><a name="l00036"></a><span class="lineno">   36</span>&#160;<span class="preprocessor">#endif // defined(WIDTH)</span></div><div class="line"><a name="l00037"></a><span class="lineno">   37</span>&#160;<span class="preprocessor">#endif // FLOAT_DATA_TYPE</span></div><div class="line"><a name="l00038"></a><span class="lineno">   38</span>&#160;<span class="comment"></span></div><div class="line"><a name="l00039"></a><span class="lineno">   39</span>&#160;<span class="comment">/** Calculate square sum of a vector</span></div><div class="line"><a name="l00040"></a><span class="lineno">   40</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00041"></a><span class="lineno">   41</span>&#160;<span class="comment"> * @param[in] input Pointer to the first pixel.</span></div><div class="line"><a name="l00042"></a><span class="lineno">   42</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00043"></a><span class="lineno">   43</span>&#160;<span class="comment"> * @return square sum of vector.</span></div><div class="line"><a name="l00044"></a><span class="lineno">   44</span>&#160;<span class="comment"> */</span></div><div class="line"><a name="l00045"></a><span class="lineno"><a class="line" href="reduction__operation_8cl.xhtml#a48cc0583beba45dfba6d94fb6dc3c59a">   45</a></span>&#160;<span class="keyword">inline</span> <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> <a class="code" href="reduction__operation_8cl.xhtml#a48cc0583beba45dfba6d94fb6dc3c59a">square_sum</a>(__global <span class="keyword">const</span> <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a8fcf2ddd9a1d58b1b280f5c0aed71845">input</a>)</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;    <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, 16)</div><div class="line"><a name="l00048"></a><span class="lineno">   48</span>&#160;    in = vload16(0, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a8fcf2ddd9a1d58b1b280f5c0aed71845">input</a>);</div><div class="line"><a name="l00049"></a><span class="lineno">   49</span>&#160;</div><div class="line"><a name="l00050"></a><span class="lineno">   50</span>&#160;    in *= in;</div><div class="line"><a name="l00051"></a><span class="lineno">   51</span>&#160;</div><div class="line"><a name="l00052"></a><span class="lineno">   52</span>&#160;    in.s01234567 += in.s89ABCDEF;</div><div class="line"><a name="l00053"></a><span class="lineno">   53</span>&#160;    in.s0123 += in.s4567;</div><div class="line"><a name="l00054"></a><span class="lineno">   54</span>&#160;    in.s01 += in.s23;</div><div class="line"><a name="l00055"></a><span class="lineno">   55</span>&#160;</div><div class="line"><a name="l00056"></a><span class="lineno">   56</span>&#160;    <span class="keywordflow">return</span> (in.s0 + in.s1);</div><div class="line"><a name="l00057"></a><span class="lineno">   57</span>&#160;}</div><div class="line"><a name="l00058"></a><span class="lineno">   58</span>&#160;<span class="comment"></span></div><div class="line"><a name="l00059"></a><span class="lineno">   59</span>&#160;<span class="comment">/** Calculate sum of a vector</span></div><div class="line"><a name="l00060"></a><span class="lineno">   60</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00061"></a><span class="lineno">   61</span>&#160;<span class="comment"> * @param[in] input Pointer to the first pixel.</span></div><div class="line"><a name="l00062"></a><span class="lineno">   62</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00063"></a><span class="lineno">   63</span>&#160;<span class="comment"> * @return sum of vector.</span></div><div class="line"><a name="l00064"></a><span class="lineno">   64</span>&#160;<span class="comment"> */</span></div><div class="line"><a name="l00065"></a><span class="lineno"><a class="line" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">   65</a></span>&#160;<span class="keyword">inline</span> <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> <a class="code" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">sum</a>(__global <span class="keyword">const</span> <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a8fcf2ddd9a1d58b1b280f5c0aed71845">input</a>)</div><div class="line"><a name="l00066"></a><span class="lineno">   66</span>&#160;{</div><div class="line"><a name="l00067"></a><span class="lineno">   67</span>&#160;    <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, 16)</div><div class="line"><a name="l00068"></a><span class="lineno">   68</span>&#160;    in = vload16(0, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a8fcf2ddd9a1d58b1b280f5c0aed71845">input</a>);</div><div class="line"><a name="l00069"></a><span class="lineno">   69</span>&#160;</div><div class="line"><a name="l00070"></a><span class="lineno">   70</span>&#160;    in.s01234567 += in.s89ABCDEF;</div><div class="line"><a name="l00071"></a><span class="lineno">   71</span>&#160;    in.s0123 += in.s4567;</div><div class="line"><a name="l00072"></a><span class="lineno">   72</span>&#160;    in.s01 += in.s23;</div><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> (in.s0 + in.s1);</div><div class="line"><a name="l00075"></a><span class="lineno">   75</span>&#160;}</div><div class="line"><a name="l00076"></a><span class="lineno">   76</span>&#160;<span class="comment"></span></div><div class="line"><a name="l00077"></a><span class="lineno">   77</span>&#160;<span class="comment">/** Calculate product of a vector</span></div><div class="line"><a name="l00078"></a><span class="lineno">   78</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00079"></a><span class="lineno">   79</span>&#160;<span class="comment"> * @param[in] input Pointer to the first pixel.</span></div><div class="line"><a name="l00080"></a><span class="lineno">   80</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00081"></a><span class="lineno">   81</span>&#160;<span class="comment"> * @return product of vector.</span></div><div class="line"><a name="l00082"></a><span class="lineno">   82</span>&#160;<span class="comment"> */</span></div><div class="line"><a name="l00083"></a><span class="lineno"><a class="line" href="reduction__operation_8cl.xhtml#ab71c1065b18391b45255b1f251b861e7">   83</a></span>&#160;<span class="keyword">inline</span> <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> <a class="code" href="reduction__operation_8cl.xhtml#ab71c1065b18391b45255b1f251b861e7">product</a>(__global <span class="keyword">const</span> <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a8fcf2ddd9a1d58b1b280f5c0aed71845">input</a>)</div><div class="line"><a name="l00084"></a><span class="lineno">   84</span>&#160;{</div><div class="line"><a name="l00085"></a><span class="lineno">   85</span>&#160;    <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, 16)</div><div class="line"><a name="l00086"></a><span class="lineno">   86</span>&#160;    in = vload16(0, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a8fcf2ddd9a1d58b1b280f5c0aed71845">input</a>);</div><div class="line"><a name="l00087"></a><span class="lineno">   87</span>&#160;</div><div class="line"><a name="l00088"></a><span class="lineno">   88</span>&#160;    in.s01234567 *= in.s89ABCDEF;</div><div class="line"><a name="l00089"></a><span class="lineno">   89</span>&#160;    in.s0123 *= in.s4567;</div><div class="line"><a name="l00090"></a><span class="lineno">   90</span>&#160;    in.s01 *= in.s23;</div><div class="line"><a name="l00091"></a><span class="lineno">   91</span>&#160;</div><div class="line"><a name="l00092"></a><span class="lineno">   92</span>&#160;    <span class="keywordflow">return</span> (in.s0 * in.s1);</div><div class="line"><a name="l00093"></a><span class="lineno">   93</span>&#160;}</div><div class="line"><a name="l00094"></a><span class="lineno">   94</span>&#160;<span class="preprocessor">#if defined(OPERATION)</span></div><div class="line"><a name="l00095"></a><span class="lineno">   95</span>&#160;<span class="comment">/** This kernel performs parallel reduction given an operation on x-axis.</span></div><div class="line"><a name="l00096"></a><span class="lineno">   96</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00097"></a><span class="lineno">   97</span>&#160;<span class="comment"> * @note The data type must be passed at compile time using -DDATA_TYPE: e.g. -DDATA_TYPE=float</span></div><div class="line"><a name="l00098"></a><span class="lineno">   98</span>&#160;<span class="comment"> * @note The operation we want to perform must be passed at compile time using -DOPERATION e.g. -DOPERATION=square_sum</span></div><div class="line"><a name="l00099"></a><span class="lineno">   99</span>&#160;<span class="comment"> * @note The mean flag must be passed at compile time using -DMEAN if we want to compute the mean value</span></div><div class="line"><a name="l00100"></a><span class="lineno">  100</span>&#160;<span class="comment"> * @note The product flag must be passed at compile time using -DPROD if we want to compute the product, otherwise sum will be used</span></div><div class="line"><a name="l00101"></a><span class="lineno">  101</span>&#160;<span class="comment"> * @note The width size must be passed at compile time using -DWIDTH e.g. -DWIDTH=128 if we want to compute the mean value</span></div><div class="line"><a name="l00102"></a><span class="lineno">  102</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00103"></a><span class="lineno">  103</span>&#160;<span class="comment"> * @param[in] src_ptr                                   Pointer to the source tensor. Supported data types: F16/F32</span></div><div class="line"><a name="l00104"></a><span class="lineno">  104</span>&#160;<span class="comment"> * @param[in] src_stride_x                              Stride of the source tensor in X dimension (in bytes)</span></div><div class="line"><a name="l00105"></a><span class="lineno">  105</span>&#160;<span class="comment"> * @param[in] src_step_x                                src_stride_x * number of elements along X processed per workitem(in bytes)</span></div><div class="line"><a name="l00106"></a><span class="lineno">  106</span>&#160;<span class="comment"> * @param[in] src_stride_y                              Stride of the source tensor in Y dimension (in bytes)</span></div><div class="line"><a name="l00107"></a><span class="lineno">  107</span>&#160;<span class="comment"> * @param[in] src_step_y                                src_stride_y * number of elements along Y processed per workitem(in bytes)</span></div><div class="line"><a name="l00108"></a><span class="lineno">  108</span>&#160;<span class="comment"> * @param[in] src_offset_first_element_in_bytes         The offset of the first element in the source tensor</span></div><div class="line"><a name="l00109"></a><span class="lineno">  109</span>&#160;<span class="comment"> * @param[in] partial_res_ptr                           The local buffer to hold partial result values. Supported data types: same as @p src_ptr</span></div><div class="line"><a name="l00110"></a><span class="lineno">  110</span>&#160;<span class="comment"> * @param[in] partial_res_stride_x                      Stride of the output tensor in X dimension (in bytes)</span></div><div class="line"><a name="l00111"></a><span class="lineno">  111</span>&#160;<span class="comment"> * @param[in] partial_res_step_x                        partial_res_stride_x * number of elements along X processed per workitem(in bytes)</span></div><div class="line"><a name="l00112"></a><span class="lineno">  112</span>&#160;<span class="comment"> * @param[in] partial_res_stride_y                      Stride of the output tensor in Y dimension (in bytes)</span></div><div class="line"><a name="l00113"></a><span class="lineno">  113</span>&#160;<span class="comment"> * @param[in] partial_res_step_y                        partial_res_stride_y * number of elements along Y processed per workitem(in bytes)</span></div><div class="line"><a name="l00114"></a><span class="lineno">  114</span>&#160;<span class="comment"> * @param[in] partial_res_offset_first_element_in_bytes The offset of the first element in the source tensor</span></div><div class="line"><a name="l00115"></a><span class="lineno">  115</span>&#160;<span class="comment"> * @param[in] local_results                             Local buffer for storing the partial result</span></div><div class="line"><a name="l00116"></a><span class="lineno">  116</span>&#160;<span class="comment"> */</span></div><div class="line"><a name="l00117"></a><span class="lineno">  117</span>&#160;__kernel <span class="keywordtype">void</span> reduction_operation_x(</div><div class="line"><a name="l00118"></a><span class="lineno">  118</span>&#160;    <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a989ab3e96426615bb98e04e0235088ca">src</a>),</div><div class="line"><a name="l00119"></a><span class="lineno">  119</span>&#160;    <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(partial_res),</div><div class="line"><a name="l00120"></a><span class="lineno">  120</span>&#160;    __local <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *local_results)</div><div class="line"><a name="l00121"></a><span class="lineno">  121</span>&#160;{</div><div class="line"><a name="l00122"></a><span class="lineno">  122</span>&#160;    <a class="code" href="struct_image.xhtml">Image</a> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a989ab3e96426615bb98e04e0235088ca">src</a>         = <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aebe814363556c244be043b13e7969197">CONVERT_TO_IMAGE_STRUCT</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a989ab3e96426615bb98e04e0235088ca">src</a>);</div><div class="line"><a name="l00123"></a><span class="lineno">  123</span>&#160;    <a class="code" href="struct_image.xhtml">Image</a> partial_res = <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aebe814363556c244be043b13e7969197">CONVERT_TO_IMAGE_STRUCT</a>(partial_res);</div><div class="line"><a name="l00124"></a><span class="lineno">  124</span>&#160;</div><div class="line"><a name="l00125"></a><span class="lineno">  125</span>&#160;    <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> lsize = get_local_size(0);</div><div class="line"><a name="l00126"></a><span class="lineno">  126</span>&#160;    <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> lid   = get_local_id(0);</div><div class="line"><a name="l00127"></a><span class="lineno">  127</span>&#160;</div><div class="line"><a name="l00128"></a><span class="lineno">  128</span>&#160;    <span class="keywordflow">for</span>(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> y = 0; y &lt; get_local_size(1); ++y)</div><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;        local_results[lid] = OPERATION((__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a989ab3e96426615bb98e04e0235088ca">src</a>, 0, y));</div><div class="line"><a name="l00131"></a><span class="lineno">  131</span>&#160;        barrier(CLK_LOCAL_MEM_FENCE);</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">// Perform parallel reduction</span></div><div class="line"><a name="l00134"></a><span class="lineno">  134</span>&#160;        <span class="keywordflow">for</span>(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> i = lsize &gt;&gt; 1; i &gt; 0; i &gt;&gt;= 1)</div><div class="line"><a name="l00135"></a><span class="lineno">  135</span>&#160;        {</div><div class="line"><a name="l00136"></a><span class="lineno">  136</span>&#160;            <span class="keywordflow">if</span>(lid &lt; i)</div><div class="line"><a name="l00137"></a><span class="lineno">  137</span>&#160;            {</div><div class="line"><a name="l00138"></a><span class="lineno">  138</span>&#160;<span class="preprocessor">#if defined(PROD)</span></div><div class="line"><a name="l00139"></a><span class="lineno">  139</span>&#160;                local_results[lid] *= local_results[lid + i];</div><div class="line"><a name="l00140"></a><span class="lineno">  140</span>&#160;<span class="preprocessor">#else  // !defined(PROD)</span></div><div class="line"><a name="l00141"></a><span class="lineno">  141</span>&#160;                local_results[lid] += local_results[lid + i];</div><div class="line"><a name="l00142"></a><span class="lineno">  142</span>&#160;<span class="preprocessor">#endif // defined(PROD)</span></div><div class="line"><a name="l00143"></a><span class="lineno">  143</span>&#160;            }</div><div class="line"><a name="l00144"></a><span class="lineno">  144</span>&#160;            barrier(CLK_LOCAL_MEM_FENCE);</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;</div><div class="line"><a name="l00147"></a><span class="lineno">  147</span>&#160;        <span class="keywordflow">if</span>(lid == 0)</div><div class="line"><a name="l00148"></a><span class="lineno">  148</span>&#160;        {</div><div class="line"><a name="l00149"></a><span class="lineno">  149</span>&#160;<span class="preprocessor">#if defined(MEAN) &amp;&amp; defined(WIDTH)</span></div><div class="line"><a name="l00150"></a><span class="lineno">  150</span>&#160;            <span class="keywordflow">if</span>(y == get_local_size(1) - 1)</div><div class="line"><a name="l00151"></a><span class="lineno">  151</span>&#160;            {</div><div class="line"><a name="l00152"></a><span class="lineno">  152</span>&#160;                local_results[0] /= <a class="code" href="namespacearm__compute.xhtml#a74ce3f7420453d3446218ff3b7453e02a49da85b69bc6285eeee286ca49fa7195">WIDTH</a>;</div><div class="line"><a name="l00153"></a><span class="lineno">  153</span>&#160;            }</div><div class="line"><a name="l00154"></a><span class="lineno">  154</span>&#160;<span class="preprocessor">#endif // defined(MEAN) &amp;&amp; defined(WIDTH)</span></div><div class="line"><a name="l00155"></a><span class="lineno">  155</span>&#160;            ((__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;partial_res, get_group_id(0), y))[0] = local_results[0];</div><div class="line"><a name="l00156"></a><span class="lineno">  156</span>&#160;        }</div><div class="line"><a name="l00157"></a><span class="lineno">  157</span>&#160;    }</div><div class="line"><a name="l00158"></a><span class="lineno">  158</span>&#160;}</div><div class="line"><a name="l00159"></a><span class="lineno">  159</span>&#160;<span class="preprocessor">#endif // defined(OPERATION)</span></div><div class="line"><a name="l00160"></a><span class="lineno">  160</span>&#160;</div><div class="line"><a name="l00161"></a><span class="lineno">  161</span>&#160;<span class="preprocessor">#if defined(WIDTH)</span></div><div class="line"><a name="l00162"></a><span class="lineno">  162</span>&#160;<span class="comment">/** This kernel performs reduction on x-axis. (Non parallel)</span></div><div class="line"><a name="l00163"></a><span class="lineno">  163</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00164"></a><span class="lineno">  164</span>&#160;<span class="comment"> * @note The data type must be passed at compile time using -DDATA_TYPE: e.g. -DDATA_TYPE=float</span></div><div class="line"><a name="l00165"></a><span class="lineno">  165</span>&#160;<span class="comment"> * @note The width size must be passed at compile time using -DWIDTH e.g. -DWIDTH=128</span></div><div class="line"><a name="l00166"></a><span class="lineno">  166</span>&#160;<span class="comment"> * @note The product flag must be passed at compile time using -DPROD if we want to compute the product, otherwise sum will be used</span></div><div class="line"><a name="l00167"></a><span class="lineno">  167</span>&#160;<span class="comment"> * @note In case of ARG_MIN and ARG_MAX the condition data type must be passed at compile time using -DCOND_DATA_TYPE e.g. -DCOND_DATA_TYPE=short</span></div><div class="line"><a name="l00168"></a><span class="lineno">  168</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00169"></a><span class="lineno">  169</span>&#160;<span class="comment"> * @param[in] src_ptr                              Pointer to the source tensor. Supported data types: S32/F16/F32 and QASYMM8 for operation MEAN</span></div><div class="line"><a name="l00170"></a><span class="lineno">  170</span>&#160;<span class="comment"> * @param[in] src_stride_x                         Stride of the source tensor in X dimension (in bytes)</span></div><div class="line"><a name="l00171"></a><span class="lineno">  171</span>&#160;<span class="comment"> * @param[in] src_step_x                           src_stride_x * number of elements along X processed per workitem(in bytes)</span></div><div class="line"><a name="l00172"></a><span class="lineno">  172</span>&#160;<span class="comment"> * @param[in] src_offset_first_element_in_bytes    The offset of the first element in the source tensor</span></div><div class="line"><a name="l00173"></a><span class="lineno">  173</span>&#160;<span class="comment"> * @param[in] output_ptr                           The local buffer to hold sumed values. Supported data types: same as @p src_ptt</span></div><div class="line"><a name="l00174"></a><span class="lineno">  174</span>&#160;<span class="comment"> * @param[in] output_stride_x                      Stride of the output tensor in X dimension (in bytes)</span></div><div class="line"><a name="l00175"></a><span class="lineno">  175</span>&#160;<span class="comment"> * @param[in] output_step_x                        output_stride_x * number of elements along X processed per workitem(in bytes)</span></div><div class="line"><a name="l00176"></a><span class="lineno">  176</span>&#160;<span class="comment"> * @param[in] output_offset_first_element_in_bytes The offset of the first element in the source tensor</span></div><div class="line"><a name="l00177"></a><span class="lineno">  177</span>&#160;<span class="comment"> */</span></div><div class="line"><a name="l00178"></a><span class="lineno">  178</span>&#160;__kernel <span class="keywordtype">void</span> reduction_operation_non_parallel_x(</div><div class="line"><a name="l00179"></a><span class="lineno">  179</span>&#160;    <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a40a6eb9f2a7712f08d6bb8ff6c9e6ca7">VECTOR_DECLARATION</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a989ab3e96426615bb98e04e0235088ca">src</a>),</div><div class="line"><a name="l00180"></a><span class="lineno">  180</span>&#160;    <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a40a6eb9f2a7712f08d6bb8ff6c9e6ca7">VECTOR_DECLARATION</a>(output))</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;    <a class="code" href="struct_vector.xhtml">Vector</a> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a989ab3e96426615bb98e04e0235088ca">src</a>    = <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a527bfdf5eeb306f1cf01c4a8e29f38e0">CONVERT_TO_VECTOR_STRUCT</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a989ab3e96426615bb98e04e0235088ca">src</a>);</div><div class="line"><a name="l00183"></a><span class="lineno">  183</span>&#160;    <a class="code" href="struct_vector.xhtml">Vector</a> output = <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a527bfdf5eeb306f1cf01c4a8e29f38e0">CONVERT_TO_VECTOR_STRUCT</a>(output);</div><div class="line"><a name="l00184"></a><span class="lineno">  184</span>&#160;</div><div class="line"><a name="l00185"></a><span class="lineno">  185</span>&#160;    DATA_TYPE_PROMOTED res = *((__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a7e4940407322d6f0ccb8b6b86b856019">vector_offset</a>(&amp;<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a989ab3e96426615bb98e04e0235088ca">src</a>, 0));</div><div class="line"><a name="l00186"></a><span class="lineno">  186</span>&#160;</div><div class="line"><a name="l00187"></a><span class="lineno">  187</span>&#160;<span class="preprocessor">#if defined(ARG_MAX) || defined(ARG_MIN)</span></div><div class="line"><a name="l00188"></a><span class="lineno">  188</span>&#160;    uint indx = 0;</div><div class="line"><a name="l00189"></a><span class="lineno">  189</span>&#160;<span class="preprocessor">#endif // defined(ARG_MAX) || defined(ARG_MIN)</span></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="keywordflow">for</span>(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> x = 1; x &lt; <a class="code" href="namespacearm__compute.xhtml#a74ce3f7420453d3446218ff3b7453e02a49da85b69bc6285eeee286ca49fa7195">WIDTH</a>; ++x)</div><div class="line"><a name="l00192"></a><span class="lineno">  192</span>&#160;    {</div><div class="line"><a name="l00193"></a><span class="lineno">  193</span>&#160;        DATA_TYPE_PROMOTED in = *((__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a7e4940407322d6f0ccb8b6b86b856019">vector_offset</a>(&amp;<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a989ab3e96426615bb98e04e0235088ca">src</a>, x));</div><div class="line"><a name="l00194"></a><span class="lineno">  194</span>&#160;<span class="preprocessor">#if defined(ARG_MAX)</span></div><div class="line"><a name="l00195"></a><span class="lineno">  195</span>&#160;        indx = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(indx, x, <a class="code" href="reduction__operation_8cl.xhtml#a40336a6b889813a08d55e615a26b511a">ISGREATER</a>(in, res));</div><div class="line"><a name="l00196"></a><span class="lineno">  196</span>&#160;        res  = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(res, in, <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(<a class="code" href="reduction__operation_8cl.xhtml#a40336a6b889813a08d55e615a26b511a">ISGREATER</a>(in, res), COND_DATA_TYPE));</div><div class="line"><a name="l00197"></a><span class="lineno">  197</span>&#160;<span class="preprocessor">#elif defined(ARG_MIN)</span></div><div class="line"><a name="l00198"></a><span class="lineno">  198</span>&#160;        indx = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(indx, x, <a class="code" href="reduction__operation_8cl.xhtml#afef444918bb4f103371e703041081971">ISLESS</a>(in, res));</div><div class="line"><a name="l00199"></a><span class="lineno">  199</span>&#160;        res  = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(res, in, <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(<a class="code" href="reduction__operation_8cl.xhtml#afef444918bb4f103371e703041081971">ISLESS</a>(in, res), COND_DATA_TYPE));</div><div class="line"><a name="l00200"></a><span class="lineno">  200</span>&#160;<span class="preprocessor">#elif defined(MIN)</span></div><div class="line"><a name="l00201"></a><span class="lineno">  201</span>&#160;        res = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(res, in, <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(<a class="code" href="reduction__operation_8cl.xhtml#afef444918bb4f103371e703041081971">ISLESS</a>(in, res), COND_DATA_TYPE));</div><div class="line"><a name="l00202"></a><span class="lineno">  202</span>&#160;<span class="preprocessor">#elif defined(MAX)</span></div><div class="line"><a name="l00203"></a><span class="lineno">  203</span>&#160;        res = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(res, in, <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(<a class="code" href="reduction__operation_8cl.xhtml#a40336a6b889813a08d55e615a26b511a">ISGREATER</a>(in, res), COND_DATA_TYPE));</div><div class="line"><a name="l00204"></a><span class="lineno">  204</span>&#160;<span class="preprocessor">#else  // !(defined(ARG_MAX) || defined(ARG_MIN))</span></div><div class="line"><a name="l00205"></a><span class="lineno">  205</span>&#160;        res += in;</div><div class="line"><a name="l00206"></a><span class="lineno">  206</span>&#160;<span class="preprocessor">#endif // defined(ARG_MAX) || defined(ARG_MIN)</span></div><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;</div><div class="line"><a name="l00209"></a><span class="lineno">  209</span>&#160;    <span class="comment">// Store result</span></div><div class="line"><a name="l00210"></a><span class="lineno">  210</span>&#160;<span class="preprocessor">#if defined(ARG_MAX) || defined(ARG_MIN)</span></div><div class="line"><a name="l00211"></a><span class="lineno">  211</span>&#160;    *((__global uint *)output.<a class="code" href="struct_vector.xhtml#acf52c23cbd7424606c10a606524e3e32">ptr</a>) = indx;</div><div class="line"><a name="l00212"></a><span class="lineno">  212</span>&#160;<span class="preprocessor">#else // !(defined(ARG_MAX) || defined(ARG_MIN))</span></div><div class="line"><a name="l00213"></a><span class="lineno">  213</span>&#160;<span class="preprocessor">#if defined(MEAN)</span></div><div class="line"><a name="l00214"></a><span class="lineno">  214</span>&#160;    res /= <a class="code" href="namespacearm__compute.xhtml#a74ce3f7420453d3446218ff3b7453e02a49da85b69bc6285eeee286ca49fa7195">WIDTH</a>;</div><div class="line"><a name="l00215"></a><span class="lineno">  215</span>&#160;<span class="preprocessor">#endif // defined(MEAN)</span></div><div class="line"><a name="l00216"></a><span class="lineno">  216</span>&#160;<span class="preprocessor">#if defined(MIN) || defined(MAX)</span></div><div class="line"><a name="l00217"></a><span class="lineno">  217</span>&#160;    *((__global DATA_TYPE_PROMOTED *)output.<a class="code" href="struct_vector.xhtml#acf52c23cbd7424606c10a606524e3e32">ptr</a>) = res;</div><div class="line"><a name="l00218"></a><span class="lineno">  218</span>&#160;<span class="preprocessor">#else  // defined(MIN) || defined(MAX)</span></div><div class="line"><a name="l00219"></a><span class="lineno">  219</span>&#160;    *((__global uchar *)output.<a class="code" href="struct_vector.xhtml#acf52c23cbd7424606c10a606524e3e32">ptr</a>) = convert_uchar(res);</div><div class="line"><a name="l00220"></a><span class="lineno">  220</span>&#160;<span class="preprocessor">#endif // defined(MIN) || defined(MAX)</span></div><div class="line"><a name="l00221"></a><span class="lineno">  221</span>&#160;<span class="preprocessor">#endif // defined(ARG_MAX) || defined(ARG_MIN)</span></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;<span class="preprocessor">#endif // defined(WIDTH)</span></div><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="preprocessor">#if defined(HEIGHT)</span></div><div class="line"><a name="l00226"></a><span class="lineno">  226</span>&#160;<span class="comment">/** This kernel performs reduction on y-axis.</span></div><div class="line"><a name="l00227"></a><span class="lineno">  227</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00228"></a><span class="lineno">  228</span>&#160;<span class="comment"> * @note The input data type must be passed at compile time using -DDATA_TYPE: e.g. -DDATA_TYPE=float</span></div><div class="line"><a name="l00229"></a><span class="lineno">  229</span>&#160;<span class="comment"> * @note The height size must be passed at compile time using -DHEIGHT e.g. -DHEIGHT=128</span></div><div class="line"><a name="l00230"></a><span class="lineno">  230</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00231"></a><span class="lineno">  231</span>&#160;<span class="comment"> * @param[in] src_ptr                              Pointer to the source tensor. Supported data types: QASYMM8/S32/F16/F32</span></div><div class="line"><a name="l00232"></a><span class="lineno">  232</span>&#160;<span class="comment"> * @param[in] src_stride_x                         Stride of the source tensor in X dimension (in bytes)</span></div><div class="line"><a name="l00233"></a><span class="lineno">  233</span>&#160;<span class="comment"> * @param[in] src_step_x                           src_stride_x * number of elements along X processed per workitem(in bytes)</span></div><div class="line"><a name="l00234"></a><span class="lineno">  234</span>&#160;<span class="comment"> * @param[in] src_stride_y                         Stride of the source tensor in Y dimension (in bytes)</span></div><div class="line"><a name="l00235"></a><span class="lineno">  235</span>&#160;<span class="comment"> * @param[in] src_step_y                           src_stride_y * number of elements along Y processed per workitem(in bytes)</span></div><div class="line"><a name="l00236"></a><span class="lineno">  236</span>&#160;<span class="comment"> * @param[in] src_offset_first_element_in_bytes    The offset of the first element in the source tensor</span></div><div class="line"><a name="l00237"></a><span class="lineno">  237</span>&#160;<span class="comment"> * @param[in] output_ptr                           The local buffer to hold sumed values. Supported data types: same as @p src_ptt</span></div><div class="line"><a name="l00238"></a><span class="lineno">  238</span>&#160;<span class="comment"> * @param[in] output_stride_x                      Stride of the output tensor in X dimension (in bytes)</span></div><div class="line"><a name="l00239"></a><span class="lineno">  239</span>&#160;<span class="comment"> * @param[in] output_step_x                        output_stride_x * number of elements along X processed per workitem(in bytes)</span></div><div class="line"><a name="l00240"></a><span class="lineno">  240</span>&#160;<span class="comment"> * @param[in] output_stride_y                      Stride of the output tensor in Y dimension (in bytes)</span></div><div class="line"><a name="l00241"></a><span class="lineno">  241</span>&#160;<span class="comment"> * @param[in] output_step_y                        output_stride_y * number of elements along Y processed per workitem(in bytes)</span></div><div class="line"><a name="l00242"></a><span class="lineno">  242</span>&#160;<span class="comment"> * @param[in] output_offset_first_element_in_bytes The offset of the first element in the source tensor</span></div><div class="line"><a name="l00243"></a><span class="lineno">  243</span>&#160;<span class="comment"> */</span></div><div class="line"><a name="l00244"></a><span class="lineno">  244</span>&#160;__kernel <span class="keywordtype">void</span> reduction_operation_y(</div><div class="line"><a name="l00245"></a><span class="lineno">  245</span>&#160;    <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a989ab3e96426615bb98e04e0235088ca">src</a>),</div><div class="line"><a name="l00246"></a><span class="lineno">  246</span>&#160;    <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(output))</div><div class="line"><a name="l00247"></a><span class="lineno">  247</span>&#160;{</div><div class="line"><a name="l00248"></a><span class="lineno">  248</span>&#160;    <a class="code" href="struct_image.xhtml">Image</a> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a989ab3e96426615bb98e04e0235088ca">src</a>    = <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aebe814363556c244be043b13e7969197">CONVERT_TO_IMAGE_STRUCT</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a989ab3e96426615bb98e04e0235088ca">src</a>);</div><div class="line"><a name="l00249"></a><span class="lineno">  249</span>&#160;    <a class="code" href="struct_image.xhtml">Image</a> output = <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aebe814363556c244be043b13e7969197">CONVERT_TO_IMAGE_STRUCT</a>(output);</div><div class="line"><a name="l00250"></a><span class="lineno">  250</span>&#160;</div><div class="line"><a name="l00251"></a><span class="lineno">  251</span>&#160;    <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE_PROMOTED, 16)</div><div class="line"><a name="l00252"></a><span class="lineno">  252</span>&#160;    res = <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(vload16(0, (__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a989ab3e96426615bb98e04e0235088ca">src</a>, 0, 0)), <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE_PROMOTED, 16));</div><div class="line"><a name="l00253"></a><span class="lineno">  253</span>&#160;</div><div class="line"><a name="l00254"></a><span class="lineno">  254</span>&#160;<span class="preprocessor">#if defined(SUM_SQUARE)</span></div><div class="line"><a name="l00255"></a><span class="lineno">  255</span>&#160;    res *= res;</div><div class="line"><a name="l00256"></a><span class="lineno">  256</span>&#160;<span class="preprocessor">#endif // defined(SUM_SQUARE)</span></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;<span class="preprocessor">#if defined(ARG_MAX) || defined(ARG_MIN)</span></div><div class="line"><a name="l00259"></a><span class="lineno">  259</span>&#160;    uint16 indx = 0;</div><div class="line"><a name="l00260"></a><span class="lineno">  260</span>&#160;<span class="preprocessor">#endif // defined(ARG_MAX) || defined(ARG_MIN)</span></div><div class="line"><a name="l00261"></a><span class="lineno">  261</span>&#160;</div><div class="line"><a name="l00262"></a><span class="lineno">  262</span>&#160;    <span class="keywordflow">for</span>(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> y = 1; y &lt; <a class="code" href="namespacearm__compute.xhtml#a74ce3f7420453d3446218ff3b7453e02ad770ba3ce18fa409965dfdf5e7c348e6">HEIGHT</a>; ++y)</div><div class="line"><a name="l00263"></a><span class="lineno">  263</span>&#160;    {</div><div class="line"><a name="l00264"></a><span class="lineno">  264</span>&#160;        <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE_PROMOTED, 16)</div><div class="line"><a name="l00265"></a><span class="lineno">  265</span>&#160;        in = <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(vload16(0, (__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a989ab3e96426615bb98e04e0235088ca">src</a>, 0, y)), <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE_PROMOTED, 16));</div><div class="line"><a name="l00266"></a><span class="lineno">  266</span>&#160;<span class="preprocessor">#if defined(ARG_MAX)</span></div><div class="line"><a name="l00267"></a><span class="lineno">  267</span>&#160;        uint16 cond_conv = <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(<a class="code" href="reduction__operation_8cl.xhtml#a40336a6b889813a08d55e615a26b511a">ISGREATER</a>(in, res), uint16);</div><div class="line"><a name="l00268"></a><span class="lineno">  268</span>&#160;        indx             = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(indx, y, cond_conv);</div><div class="line"><a name="l00269"></a><span class="lineno">  269</span>&#160;        res              = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(res, in, <a class="code" href="reduction__operation_8cl.xhtml#a40336a6b889813a08d55e615a26b511a">ISGREATER</a>(in, res));</div><div class="line"><a name="l00270"></a><span class="lineno">  270</span>&#160;<span class="preprocessor">#elif defined(ARG_MIN)</span></div><div class="line"><a name="l00271"></a><span class="lineno">  271</span>&#160;        uint16 cond_conv                         = <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(<a class="code" href="reduction__operation_8cl.xhtml#afef444918bb4f103371e703041081971">ISLESS</a>(in, res), uint16);</div><div class="line"><a name="l00272"></a><span class="lineno">  272</span>&#160;        indx                                     = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(indx, y, cond_conv);</div><div class="line"><a name="l00273"></a><span class="lineno">  273</span>&#160;        res                                      = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(res, in, <a class="code" href="reduction__operation_8cl.xhtml#afef444918bb4f103371e703041081971">ISLESS</a>(in, res));</div><div class="line"><a name="l00274"></a><span class="lineno">  274</span>&#160;<span class="preprocessor">#elif defined(MIN)</span></div><div class="line"><a name="l00275"></a><span class="lineno">  275</span>&#160;        res = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(res, in, <a class="code" href="reduction__operation_8cl.xhtml#afef444918bb4f103371e703041081971">ISLESS</a>(in, res));</div><div class="line"><a name="l00276"></a><span class="lineno">  276</span>&#160;<span class="preprocessor">#elif defined(MAX)</span></div><div class="line"><a name="l00277"></a><span class="lineno">  277</span>&#160;        res = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(res, in, <a class="code" href="reduction__operation_8cl.xhtml#a40336a6b889813a08d55e615a26b511a">ISGREATER</a>(in, res));</div><div class="line"><a name="l00278"></a><span class="lineno">  278</span>&#160;<span class="preprocessor">#else // !(defined(ARG_MAX) || defined(ARG_MIN))</span></div><div class="line"><a name="l00279"></a><span class="lineno">  279</span>&#160;<span class="preprocessor">#if defined(SUM_SQUARE)</span></div><div class="line"><a name="l00280"></a><span class="lineno">  280</span>&#160;        in *= in;</div><div class="line"><a name="l00281"></a><span class="lineno">  281</span>&#160;<span class="preprocessor">#endif // defined(SUM_SQUARE)</span></div><div class="line"><a name="l00282"></a><span class="lineno">  282</span>&#160;<span class="preprocessor">#if defined(PROD)</span></div><div class="line"><a name="l00283"></a><span class="lineno">  283</span>&#160;        res *= in;</div><div class="line"><a name="l00284"></a><span class="lineno">  284</span>&#160;<span class="preprocessor">#else  // !defined(PROD)</span></div><div class="line"><a name="l00285"></a><span class="lineno">  285</span>&#160;        res += in;</div><div class="line"><a name="l00286"></a><span class="lineno">  286</span>&#160;<span class="preprocessor">#endif // defined(PROD)</span></div><div class="line"><a name="l00287"></a><span class="lineno">  287</span>&#160;<span class="preprocessor">#endif // defined(ARG_MAX) || defined(ARG_MIN)</span></div><div class="line"><a name="l00288"></a><span class="lineno">  288</span>&#160;    }</div><div class="line"><a name="l00289"></a><span class="lineno">  289</span>&#160;</div><div class="line"><a name="l00290"></a><span class="lineno">  290</span>&#160;    <span class="comment">// Store result</span></div><div class="line"><a name="l00291"></a><span class="lineno">  291</span>&#160;<span class="preprocessor">#if defined(ARG_MAX) || defined(ARG_MIN)</span></div><div class="line"><a name="l00292"></a><span class="lineno">  292</span>&#160;    vstore16(indx, 0, (__global uint *)output.<a class="code" href="struct_image.xhtml#acf52c23cbd7424606c10a606524e3e32">ptr</a>);</div><div class="line"><a name="l00293"></a><span class="lineno">  293</span>&#160;<span class="preprocessor">#else // !(defined(ARG_MAX) || defined(ARG_MIN))</span></div><div class="line"><a name="l00294"></a><span class="lineno">  294</span>&#160;<span class="preprocessor">#if defined(MEAN)</span></div><div class="line"><a name="l00295"></a><span class="lineno">  295</span>&#160;    res /= <a class="code" href="namespacearm__compute.xhtml#a74ce3f7420453d3446218ff3b7453e02ad770ba3ce18fa409965dfdf5e7c348e6">HEIGHT</a>;</div><div class="line"><a name="l00296"></a><span class="lineno">  296</span>&#160;<span class="preprocessor">#endif // defined(MEAN)</span></div><div class="line"><a name="l00297"></a><span class="lineno">  297</span>&#160;    vstore16(<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(res, <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, 16)), 0, (__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)output.<a class="code" href="struct_image.xhtml#acf52c23cbd7424606c10a606524e3e32">ptr</a>);</div><div class="line"><a name="l00298"></a><span class="lineno">  298</span>&#160;<span class="preprocessor">#endif // defined(ARG_MAX) || defined(ARG_MIN)</span></div><div class="line"><a name="l00299"></a><span class="lineno">  299</span>&#160;}</div><div class="line"><a name="l00300"></a><span class="lineno">  300</span>&#160;<span class="preprocessor">#endif // defined(HEIGHT)</span></div><div class="line"><a name="l00301"></a><span class="lineno">  301</span>&#160;</div><div class="line"><a name="l00302"></a><span class="lineno">  302</span>&#160;<span class="preprocessor">#if defined(DEPTH)</span></div><div class="line"><a name="l00303"></a><span class="lineno">  303</span>&#160;<span class="comment">/** This kernel performs reduction on z-axis.</span></div><div class="line"><a name="l00304"></a><span class="lineno">  304</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00305"></a><span class="lineno">  305</span>&#160;<span class="comment"> * @note The data type must be passed at compile time using -DDATA_TYPE: e.g. -DDATA_TYPE=float</span></div><div class="line"><a name="l00306"></a><span class="lineno">  306</span>&#160;<span class="comment"> * @note The depth size must be passed at compile time using -DDEPTH e.g. -DDEPTH=128</span></div><div class="line"><a name="l00307"></a><span class="lineno">  307</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00308"></a><span class="lineno">  308</span>&#160;<span class="comment"> * @param[in] input_ptr                            Pointer to the source tensor. Supported data types: QASYMM8/S32/F16/F32</span></div><div class="line"><a name="l00309"></a><span class="lineno">  309</span>&#160;<span class="comment"> * @param[in] input_stride_x                       Stride of the source tensor in X dimension (in bytes)</span></div><div class="line"><a name="l00310"></a><span class="lineno">  310</span>&#160;<span class="comment"> * @param[in] input_step_x                         input_stride_x * number of elements along X processed per workitem(in bytes)</span></div><div class="line"><a name="l00311"></a><span class="lineno">  311</span>&#160;<span class="comment"> * @param[in] input_stride_y                       Stride of the source tensor in Y dimension (in bytes)</span></div><div class="line"><a name="l00312"></a><span class="lineno">  312</span>&#160;<span class="comment"> * @param[in] input_step_y                         input_stride_y * number of elements along Y processed per workitem(in bytes)</span></div><div class="line"><a name="l00313"></a><span class="lineno">  313</span>&#160;<span class="comment"> * @param[in] input_stride_z                       Stride of the source tensor in Z dimension (in bytes)</span></div><div class="line"><a name="l00314"></a><span class="lineno">  314</span>&#160;<span class="comment"> * @param[in] input_step_z                         input_stride_z * number of elements along Z processed per workitem(in bytes)</span></div><div class="line"><a name="l00315"></a><span class="lineno">  315</span>&#160;<span class="comment"> * @param[in] input_offset_first_element_in_bytes  The offset of the first element in the source tensor</span></div><div class="line"><a name="l00316"></a><span class="lineno">  316</span>&#160;<span class="comment"> * @param[in] output_ptr                           The local buffer to hold sumed values. Supported data types: same as @p input_ptt</span></div><div class="line"><a name="l00317"></a><span class="lineno">  317</span>&#160;<span class="comment"> * @param[in] output_stride_x                      Stride of the output tensor in X dimension (in bytes)</span></div><div class="line"><a name="l00318"></a><span class="lineno">  318</span>&#160;<span class="comment"> * @param[in] output_step_x                        output_stride_x * number of elements along X processed per workitem(in bytes)</span></div><div class="line"><a name="l00319"></a><span class="lineno">  319</span>&#160;<span class="comment"> * @param[in] output_stride_y                      Stride of the output tensor in Y dimension (in bytes)</span></div><div class="line"><a name="l00320"></a><span class="lineno">  320</span>&#160;<span class="comment"> * @param[in] output_step_y                        output_stride_y * number of elements along Y processed per workitem(in bytes)</span></div><div class="line"><a name="l00321"></a><span class="lineno">  321</span>&#160;<span class="comment"> * @param[in] output_stride_z                      Stride of the output tensor in Z dimension (in bytes)</span></div><div class="line"><a name="l00322"></a><span class="lineno">  322</span>&#160;<span class="comment"> * @param[in] output_step_z                        output_stride_z * number of elements along Z processed per workitem(in bytes)</span></div><div class="line"><a name="l00323"></a><span class="lineno">  323</span>&#160;<span class="comment"> * @param[in] output_offset_first_element_in_bytes The offset of the first element in the source tensor</span></div><div class="line"><a name="l00324"></a><span class="lineno">  324</span>&#160;<span class="comment"> */</span></div><div class="line"><a name="l00325"></a><span class="lineno">  325</span>&#160;__kernel <span class="keywordtype">void</span> reduction_operation_z(</div><div class="line"><a name="l00326"></a><span class="lineno">  326</span>&#160;    <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a6b83038822d1ae7ab619b684ed3b7fc0">TENSOR3D_DECLARATION</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a8fcf2ddd9a1d58b1b280f5c0aed71845">input</a>),</div><div class="line"><a name="l00327"></a><span class="lineno">  327</span>&#160;    <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a6b83038822d1ae7ab619b684ed3b7fc0">TENSOR3D_DECLARATION</a>(output))</div><div class="line"><a name="l00328"></a><span class="lineno">  328</span>&#160;{</div><div class="line"><a name="l00329"></a><span class="lineno">  329</span>&#160;    <a class="code" href="struct_tensor3_d.xhtml">Tensor3D</a> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a8fcf2ddd9a1d58b1b280f5c0aed71845">input</a>  = <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a31c8c760f08fb1a331b16b7c204321dc">CONVERT_TO_TENSOR3D_STRUCT</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a8fcf2ddd9a1d58b1b280f5c0aed71845">input</a>);</div><div class="line"><a name="l00330"></a><span class="lineno">  330</span>&#160;    <a class="code" href="struct_tensor3_d.xhtml">Tensor3D</a> output = <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a31c8c760f08fb1a331b16b7c204321dc">CONVERT_TO_TENSOR3D_STRUCT</a>(output);</div><div class="line"><a name="l00331"></a><span class="lineno">  331</span>&#160;</div><div class="line"><a name="l00332"></a><span class="lineno">  332</span>&#160;    <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE_PROMOTED, 16)</div><div class="line"><a name="l00333"></a><span class="lineno">  333</span>&#160;    res = <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(vload16(0, (__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a2101b2fe0193ce227ae4e0945e321d85">tensor3D_offset</a>(&amp;<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a8fcf2ddd9a1d58b1b280f5c0aed71845">input</a>, 0, 0, 0)), <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE_PROMOTED, 16));</div><div class="line"><a name="l00334"></a><span class="lineno">  334</span>&#160;</div><div class="line"><a name="l00335"></a><span class="lineno">  335</span>&#160;<span class="preprocessor">#if defined(COMPLEX)</span></div><div class="line"><a name="l00336"></a><span class="lineno">  336</span>&#160;    <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE_PROMOTED, 16)</div><div class="line"><a name="l00337"></a><span class="lineno">  337</span>&#160;    res1 = <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(vload16(0, (__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a2101b2fe0193ce227ae4e0945e321d85">tensor3D_offset</a>(&amp;<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a8fcf2ddd9a1d58b1b280f5c0aed71845">input</a>, 8, 0, 0)), <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE_PROMOTED, 16));</div><div class="line"><a name="l00338"></a><span class="lineno">  338</span>&#160;<span class="preprocessor">#endif // defined(COMPLEX)</span></div><div class="line"><a name="l00339"></a><span class="lineno">  339</span>&#160;<span class="preprocessor">#if defined(SUM_SQUARE)</span></div><div class="line"><a name="l00340"></a><span class="lineno">  340</span>&#160;    res *= res;</div><div class="line"><a name="l00341"></a><span class="lineno">  341</span>&#160;<span class="preprocessor">#endif // defined(SUM_SQUARE)</span></div><div class="line"><a name="l00342"></a><span class="lineno">  342</span>&#160;</div><div class="line"><a name="l00343"></a><span class="lineno">  343</span>&#160;<span class="preprocessor">#if defined(ARG_MAX) || defined(ARG_MIN)</span></div><div class="line"><a name="l00344"></a><span class="lineno">  344</span>&#160;    uint16 indx = 0;</div><div class="line"><a name="l00345"></a><span class="lineno">  345</span>&#160;<span class="preprocessor">#endif // defined(ARG_MAX) || defined(ARG_MIN)</span></div><div class="line"><a name="l00346"></a><span class="lineno">  346</span>&#160;</div><div class="line"><a name="l00347"></a><span class="lineno">  347</span>&#160;    <span class="keywordflow">for</span>(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> z = 1; z &lt; DEPTH; ++z)</div><div class="line"><a name="l00348"></a><span class="lineno">  348</span>&#160;    {</div><div class="line"><a name="l00349"></a><span class="lineno">  349</span>&#160;        <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE_PROMOTED, 16)</div><div class="line"><a name="l00350"></a><span class="lineno">  350</span>&#160;        in = <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(vload16(0, (__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a2101b2fe0193ce227ae4e0945e321d85">tensor3D_offset</a>(&amp;<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a8fcf2ddd9a1d58b1b280f5c0aed71845">input</a>, 0, 0, z)), <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE_PROMOTED, 16));</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="preprocessor">#if defined(COMPLEX)</span></div><div class="line"><a name="l00353"></a><span class="lineno">  353</span>&#160;        <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE_PROMOTED, 16)</div><div class="line"><a name="l00354"></a><span class="lineno">  354</span>&#160;        in1 = <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(vload16(0, (__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a2101b2fe0193ce227ae4e0945e321d85">tensor3D_offset</a>(&amp;<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a8fcf2ddd9a1d58b1b280f5c0aed71845">input</a>, 8, 0, z)), <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE_PROMOTED, 16));</div><div class="line"><a name="l00355"></a><span class="lineno">  355</span>&#160;<span class="preprocessor">#endif // defined(COMPLEX)</span></div><div class="line"><a name="l00356"></a><span class="lineno">  356</span>&#160;</div><div class="line"><a name="l00357"></a><span class="lineno">  357</span>&#160;<span class="preprocessor">#if defined(ARG_MAX)</span></div><div class="line"><a name="l00358"></a><span class="lineno">  358</span>&#160;        uint16 cond_conv = <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(<a class="code" href="reduction__operation_8cl.xhtml#a40336a6b889813a08d55e615a26b511a">ISGREATER</a>(in, res), uint16);</div><div class="line"><a name="l00359"></a><span class="lineno">  359</span>&#160;        indx             = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(indx, z, cond_conv);</div><div class="line"><a name="l00360"></a><span class="lineno">  360</span>&#160;        res              = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(res, in, <a class="code" href="reduction__operation_8cl.xhtml#a40336a6b889813a08d55e615a26b511a">ISGREATER</a>(in, res));</div><div class="line"><a name="l00361"></a><span class="lineno">  361</span>&#160;<span class="preprocessor">#elif defined(ARG_MIN)</span></div><div class="line"><a name="l00362"></a><span class="lineno">  362</span>&#160;        uint16 cond_conv = <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(<a class="code" href="reduction__operation_8cl.xhtml#afef444918bb4f103371e703041081971">ISLESS</a>(in, res), uint16);</div><div class="line"><a name="l00363"></a><span class="lineno">  363</span>&#160;        indx             = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(indx, z, cond_conv);</div><div class="line"><a name="l00364"></a><span class="lineno">  364</span>&#160;        res              = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(res, in, <a class="code" href="reduction__operation_8cl.xhtml#afef444918bb4f103371e703041081971">ISLESS</a>(in, res));</div><div class="line"><a name="l00365"></a><span class="lineno">  365</span>&#160;<span class="preprocessor">#elif defined(MIN)</span></div><div class="line"><a name="l00366"></a><span class="lineno">  366</span>&#160;        res = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(res, in, <a class="code" href="reduction__operation_8cl.xhtml#afef444918bb4f103371e703041081971">ISLESS</a>(in, res));</div><div class="line"><a name="l00367"></a><span class="lineno">  367</span>&#160;<span class="preprocessor">#elif defined(MAX)</span></div><div class="line"><a name="l00368"></a><span class="lineno">  368</span>&#160;        res = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(res, in, <a class="code" href="reduction__operation_8cl.xhtml#a40336a6b889813a08d55e615a26b511a">ISGREATER</a>(in, res));</div><div class="line"><a name="l00369"></a><span class="lineno">  369</span>&#160;<span class="preprocessor">#else // !(defined(ARG_MAX) || defined(ARG_MIN))</span></div><div class="line"><a name="l00370"></a><span class="lineno">  370</span>&#160;<span class="preprocessor">#if defined(SUM_SQUARE)</span></div><div class="line"><a name="l00371"></a><span class="lineno">  371</span>&#160;        in *= in;</div><div class="line"><a name="l00372"></a><span class="lineno">  372</span>&#160;<span class="preprocessor">#endif // defined(SUM_SQUARE)</span></div><div class="line"><a name="l00373"></a><span class="lineno">  373</span>&#160;<span class="preprocessor">#if defined(PROD)</span></div><div class="line"><a name="l00374"></a><span class="lineno">  374</span>&#160;        res *= in;</div><div class="line"><a name="l00375"></a><span class="lineno">  375</span>&#160;<span class="preprocessor">#else </span><span class="comment">//!defined(PROD)</span></div><div class="line"><a name="l00376"></a><span class="lineno">  376</span>&#160;<span class="comment"></span>        res += in;</div><div class="line"><a name="l00377"></a><span class="lineno">  377</span>&#160;<span class="preprocessor">#if defined(COMPLEX)</span></div><div class="line"><a name="l00378"></a><span class="lineno">  378</span>&#160;        res1 += in1;</div><div class="line"><a name="l00379"></a><span class="lineno">  379</span>&#160;<span class="preprocessor">#endif // defined(COMPLEX)</span></div><div class="line"><a name="l00380"></a><span class="lineno">  380</span>&#160;<span class="preprocessor">#endif //defined(PROD)</span></div><div class="line"><a name="l00381"></a><span class="lineno">  381</span>&#160;<span class="preprocessor">#endif // defined(ARG_MAX) || defined(ARG_MIN)</span></div><div class="line"><a name="l00382"></a><span class="lineno">  382</span>&#160;    }</div><div class="line"><a name="l00383"></a><span class="lineno">  383</span>&#160;</div><div class="line"><a name="l00384"></a><span class="lineno">  384</span>&#160;    <span class="comment">// Store result</span></div><div class="line"><a name="l00385"></a><span class="lineno">  385</span>&#160;<span class="preprocessor">#if defined(ARG_MAX) || defined(ARG_MIN)</span></div><div class="line"><a name="l00386"></a><span class="lineno">  386</span>&#160;    vstore16(indx, 0, (__global uint *)output.<a class="code" href="struct_tensor3_d.xhtml#acf52c23cbd7424606c10a606524e3e32">ptr</a>);</div><div class="line"><a name="l00387"></a><span class="lineno">  387</span>&#160;<span class="preprocessor">#else // !(defined(ARG_MAX) || defined(ARG_MIN))</span></div><div class="line"><a name="l00388"></a><span class="lineno">  388</span>&#160;<span class="preprocessor">#if defined(MEAN)</span></div><div class="line"><a name="l00389"></a><span class="lineno">  389</span>&#160;    res /= DEPTH;</div><div class="line"><a name="l00390"></a><span class="lineno">  390</span>&#160;<span class="preprocessor">#endif // defined(MEAN)</span></div><div class="line"><a name="l00391"></a><span class="lineno">  391</span>&#160;    vstore16(<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(res, <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, 16)), 0, (__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)output.<a class="code" href="struct_tensor3_d.xhtml#acf52c23cbd7424606c10a606524e3e32">ptr</a>);</div><div class="line"><a name="l00392"></a><span class="lineno">  392</span>&#160;<span class="preprocessor">#if defined(COMPLEX)</span></div><div class="line"><a name="l00393"></a><span class="lineno">  393</span>&#160;    vstore16(<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(res1, <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, 16)), 0, (__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a2101b2fe0193ce227ae4e0945e321d85">tensor3D_offset</a>(&amp;output, 8, 0, 0));</div><div class="line"><a name="l00394"></a><span class="lineno">  394</span>&#160;<span class="preprocessor">#endif // defined(COMPLEX)</span></div><div class="line"><a name="l00395"></a><span class="lineno">  395</span>&#160;<span class="preprocessor">#endif // defined(ARG_MAX) || defined(ARG_MIN)</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;<span class="preprocessor">#endif </span><span class="comment">/* defined(DEPTH) */</span><span class="preprocessor"></span></div><div class="line"><a name="l00398"></a><span class="lineno">  398</span>&#160;</div><div class="line"><a name="l00399"></a><span class="lineno">  399</span>&#160;<span class="preprocessor">#if defined(BATCH) &amp;&amp; defined(DEPTH)</span></div><div class="line"><a name="l00400"></a><span class="lineno">  400</span>&#160;<span class="comment">/** This kernel performs reduction on w-axis.</span></div><div class="line"><a name="l00401"></a><span class="lineno">  401</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00402"></a><span class="lineno">  402</span>&#160;<span class="comment"> * @note The data type must be passed at compile time using -DDATA_TYPE: e.g. -DDATA_TYPE=float</span></div><div class="line"><a name="l00403"></a><span class="lineno">  403</span>&#160;<span class="comment"> * @note The batch size must be passed at compile time using -DBATCH e.g. -DBATCH=128</span></div><div class="line"><a name="l00404"></a><span class="lineno">  404</span>&#160;<span class="comment"> * @note The depth size must be passed at compile time using -DBATCH e.g. -DDEPTH=128</span></div><div class="line"><a name="l00405"></a><span class="lineno">  405</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00406"></a><span class="lineno">  406</span>&#160;<span class="comment"> * @param[in] input_ptr                            Pointer to the source tensor. Supported data types: QASYMM8/S32/F16/F32</span></div><div class="line"><a name="l00407"></a><span class="lineno">  407</span>&#160;<span class="comment"> * @param[in] input_stride_x                       Stride of the source tensor in X dimension (in bytes)</span></div><div class="line"><a name="l00408"></a><span class="lineno">  408</span>&#160;<span class="comment"> * @param[in] input_step_x                         input_stride_x * number of elements along X processed per workitem(in bytes)</span></div><div class="line"><a name="l00409"></a><span class="lineno">  409</span>&#160;<span class="comment"> * @param[in] input_stride_y                       Stride of the source tensor in Y dimension (in bytes)</span></div><div class="line"><a name="l00410"></a><span class="lineno">  410</span>&#160;<span class="comment"> * @param[in] input_step_y                         input_stride_y * number of elements along Y processed per workitem(in bytes)</span></div><div class="line"><a name="l00411"></a><span class="lineno">  411</span>&#160;<span class="comment"> * @param[in] input_stride_z                       Stride of the source tensor in Z dimension (in bytes)</span></div><div class="line"><a name="l00412"></a><span class="lineno">  412</span>&#160;<span class="comment"> * @param[in] input_step_z                         input_stride_z * number of elements along Z processed per workitem(in bytes)</span></div><div class="line"><a name="l00413"></a><span class="lineno">  413</span>&#160;<span class="comment"> * @param[in] input_stride_w                       Stride of the source tensor in W dimension (in bytes)</span></div><div class="line"><a name="l00414"></a><span class="lineno">  414</span>&#160;<span class="comment"> * @param[in] input_step_w                         input_stride_w * number of elements along W processed per workitem(in bytes)</span></div><div class="line"><a name="l00415"></a><span class="lineno">  415</span>&#160;<span class="comment"> * @param[in] input_offset_first_element_in_bytes  The offset of the first element in the source tensor</span></div><div class="line"><a name="l00416"></a><span class="lineno">  416</span>&#160;<span class="comment"> * @param[in] output_ptr                           The local buffer to hold sumed values. Supported data types: same as @p input_ptt</span></div><div class="line"><a name="l00417"></a><span class="lineno">  417</span>&#160;<span class="comment"> * @param[in] output_stride_x                      Stride of the output tensor in X dimension (in bytes)</span></div><div class="line"><a name="l00418"></a><span class="lineno">  418</span>&#160;<span class="comment"> * @param[in] output_step_x                        output_stride_x * number of elements along X processed per workitem(in bytes)</span></div><div class="line"><a name="l00419"></a><span class="lineno">  419</span>&#160;<span class="comment"> * @param[in] output_stride_y                      Stride of the output tensor in Y dimension (in bytes)</span></div><div class="line"><a name="l00420"></a><span class="lineno">  420</span>&#160;<span class="comment"> * @param[in] output_step_y                        output_stride_y * number of elements along Y processed per workitem(in bytes)</span></div><div class="line"><a name="l00421"></a><span class="lineno">  421</span>&#160;<span class="comment"> * @param[in] output_stride_z                      Stride of the output tensor in Z dimension (in bytes)</span></div><div class="line"><a name="l00422"></a><span class="lineno">  422</span>&#160;<span class="comment"> * @param[in] output_step_z                        output_stride_z * number of elements along Z processed per workitem(in bytes)</span></div><div class="line"><a name="l00423"></a><span class="lineno">  423</span>&#160;<span class="comment"> * @param[in] output_stride_w                      Stride of the output tensor in W dimension (in bytes)</span></div><div class="line"><a name="l00424"></a><span class="lineno">  424</span>&#160;<span class="comment"> * @param[in] output_step_w                        output_stride_w * number of elements along W processed per workitem(in bytes)</span></div><div class="line"><a name="l00425"></a><span class="lineno">  425</span>&#160;<span class="comment"> * @param[in] output_offset_first_element_in_bytes The offset of the first element in the source tensor</span></div><div class="line"><a name="l00426"></a><span class="lineno">  426</span>&#160;<span class="comment"> */</span></div><div class="line"><a name="l00427"></a><span class="lineno">  427</span>&#160;__kernel <span class="keywordtype">void</span> reduction_operation_w(</div><div class="line"><a name="l00428"></a><span class="lineno">  428</span>&#160;    <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a481bdc6d61b3df9dcdbdb244f0f97790">TENSOR4D_DECLARATION</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a8fcf2ddd9a1d58b1b280f5c0aed71845">input</a>),</div><div class="line"><a name="l00429"></a><span class="lineno">  429</span>&#160;    <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a481bdc6d61b3df9dcdbdb244f0f97790">TENSOR4D_DECLARATION</a>(output))</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;    <a class="code" href="struct_tensor4_d.xhtml">Tensor4D</a> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a8fcf2ddd9a1d58b1b280f5c0aed71845">input</a>  = <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a23b9032d1b9d59547545e457f82ee478">CONVERT_TO_TENSOR4D_STRUCT</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a8fcf2ddd9a1d58b1b280f5c0aed71845">input</a>, DEPTH);</div><div class="line"><a name="l00432"></a><span class="lineno">  432</span>&#160;    <a class="code" href="struct_tensor4_d.xhtml">Tensor4D</a> output = <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a23b9032d1b9d59547545e457f82ee478">CONVERT_TO_TENSOR4D_STRUCT</a>(output, DEPTH);</div><div class="line"><a name="l00433"></a><span class="lineno">  433</span>&#160;</div><div class="line"><a name="l00434"></a><span class="lineno">  434</span>&#160;    <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE_PROMOTED, 16)</div><div class="line"><a name="l00435"></a><span class="lineno">  435</span>&#160;    res = <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(vload16(0, (__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#ad442fb5ec8be1fff97f543150de5d822">tensor4D_offset</a>(&amp;<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a8fcf2ddd9a1d58b1b280f5c0aed71845">input</a>, 0, 0, 0, 0)), <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE_PROMOTED, 16));</div><div class="line"><a name="l00436"></a><span class="lineno">  436</span>&#160;</div><div class="line"><a name="l00437"></a><span class="lineno">  437</span>&#160;<span class="preprocessor">#if defined(SUM_SQUARE)</span></div><div class="line"><a name="l00438"></a><span class="lineno">  438</span>&#160;    res *= res;</div><div class="line"><a name="l00439"></a><span class="lineno">  439</span>&#160;<span class="preprocessor">#endif // defined(SUM_SQUARE)</span></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;<span class="preprocessor">#if defined(ARG_MAX) || defined(ARG_MIN)</span></div><div class="line"><a name="l00442"></a><span class="lineno">  442</span>&#160;    uint16 indx = 0;</div><div class="line"><a name="l00443"></a><span class="lineno">  443</span>&#160;<span class="preprocessor">#endif // defined(ARG_MAX) || defined(ARG_MIN)</span></div><div class="line"><a name="l00444"></a><span class="lineno">  444</span>&#160;</div><div class="line"><a name="l00445"></a><span class="lineno">  445</span>&#160;    <span class="keywordflow">for</span>(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a1a367830ae09bf6138df822888ec1d71">w</a> = 1; <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a1a367830ae09bf6138df822888ec1d71">w</a> &lt; BATCH; ++<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a1a367830ae09bf6138df822888ec1d71">w</a>)</div><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="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE_PROMOTED, 16)</div><div class="line"><a name="l00448"></a><span class="lineno">  448</span>&#160;        in = <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(vload16(0, (__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#ad442fb5ec8be1fff97f543150de5d822">tensor4D_offset</a>(&amp;<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a8fcf2ddd9a1d58b1b280f5c0aed71845">input</a>, 0, 0, 0, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a1a367830ae09bf6138df822888ec1d71">w</a>)), <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE_PROMOTED, 16));</div><div class="line"><a name="l00449"></a><span class="lineno">  449</span>&#160;</div><div class="line"><a name="l00450"></a><span class="lineno">  450</span>&#160;<span class="preprocessor">#if defined(ARG_MAX)</span></div><div class="line"><a name="l00451"></a><span class="lineno">  451</span>&#160;        uint16 cond_conv = <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(<a class="code" href="reduction__operation_8cl.xhtml#a40336a6b889813a08d55e615a26b511a">ISGREATER</a>(in, res), uint16);</div><div class="line"><a name="l00452"></a><span class="lineno">  452</span>&#160;        indx             = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(indx, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a1a367830ae09bf6138df822888ec1d71">w</a>, cond_conv);</div><div class="line"><a name="l00453"></a><span class="lineno">  453</span>&#160;        res              = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(res, in, <a class="code" href="reduction__operation_8cl.xhtml#a40336a6b889813a08d55e615a26b511a">ISGREATER</a>(in, res));</div><div class="line"><a name="l00454"></a><span class="lineno">  454</span>&#160;<span class="preprocessor">#elif defined(ARG_MIN)</span></div><div class="line"><a name="l00455"></a><span class="lineno">  455</span>&#160;        uint16 cond_conv = <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(<a class="code" href="reduction__operation_8cl.xhtml#afef444918bb4f103371e703041081971">ISLESS</a>(in, res), uint16);</div><div class="line"><a name="l00456"></a><span class="lineno">  456</span>&#160;        indx             = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(indx, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a1a367830ae09bf6138df822888ec1d71">w</a>, cond_conv);</div><div class="line"><a name="l00457"></a><span class="lineno">  457</span>&#160;        res              = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(res, in, <a class="code" href="reduction__operation_8cl.xhtml#afef444918bb4f103371e703041081971">ISLESS</a>(in, res));</div><div class="line"><a name="l00458"></a><span class="lineno">  458</span>&#160;<span class="preprocessor">#elif defined(MIN)</span></div><div class="line"><a name="l00459"></a><span class="lineno">  459</span>&#160;        res = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(res, in, <a class="code" href="reduction__operation_8cl.xhtml#afef444918bb4f103371e703041081971">ISLESS</a>(in, res));</div><div class="line"><a name="l00460"></a><span class="lineno">  460</span>&#160;<span class="preprocessor">#elif defined(MAX)</span></div><div class="line"><a name="l00461"></a><span class="lineno">  461</span>&#160;        res = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(res, in, <a class="code" href="reduction__operation_8cl.xhtml#a40336a6b889813a08d55e615a26b511a">ISGREATER</a>(in, res));</div><div class="line"><a name="l00462"></a><span class="lineno">  462</span>&#160;<span class="preprocessor">#else // !(defined(ARG_MAX) || defined(ARG_MIN))</span></div><div class="line"><a name="l00463"></a><span class="lineno">  463</span>&#160;<span class="preprocessor">#if defined(SUM_SQUARE)</span></div><div class="line"><a name="l00464"></a><span class="lineno">  464</span>&#160;        in *= in;</div><div class="line"><a name="l00465"></a><span class="lineno">  465</span>&#160;<span class="preprocessor">#endif // defined(SUM_SQUARE)</span></div><div class="line"><a name="l00466"></a><span class="lineno">  466</span>&#160;<span class="preprocessor">#if defined(PROD)</span></div><div class="line"><a name="l00467"></a><span class="lineno">  467</span>&#160;        res *= in;</div><div class="line"><a name="l00468"></a><span class="lineno">  468</span>&#160;<span class="preprocessor">#else  </span><span class="comment">//!defined(PROD)</span></div><div class="line"><a name="l00469"></a><span class="lineno">  469</span>&#160;<span class="comment"></span>        res += in;</div><div class="line"><a name="l00470"></a><span class="lineno">  470</span>&#160;<span class="preprocessor">#endif //defined(PROD)</span></div><div class="line"><a name="l00471"></a><span class="lineno">  471</span>&#160;<span class="preprocessor">#endif // defined(ARG_MAX) || defined(ARG_MIN)</span></div><div class="line"><a name="l00472"></a><span class="lineno">  472</span>&#160;    }</div><div class="line"><a name="l00473"></a><span class="lineno">  473</span>&#160;</div><div class="line"><a name="l00474"></a><span class="lineno">  474</span>&#160;    <span class="comment">// Store result</span></div><div class="line"><a name="l00475"></a><span class="lineno">  475</span>&#160;<span class="preprocessor">#if defined(ARG_MAX) || defined(ARG_MIN)</span></div><div class="line"><a name="l00476"></a><span class="lineno">  476</span>&#160;    vstore16(indx, 0, (__global uint *)output.<a class="code" href="struct_tensor4_d.xhtml#acf52c23cbd7424606c10a606524e3e32">ptr</a>);</div><div class="line"><a name="l00477"></a><span class="lineno">  477</span>&#160;<span class="preprocessor">#else // !(defined(ARG_MAX) || defined(ARG_MIN))</span></div><div class="line"><a name="l00478"></a><span class="lineno">  478</span>&#160;<span class="preprocessor">#if defined(MEAN)</span></div><div class="line"><a name="l00479"></a><span class="lineno">  479</span>&#160;    res /= BATCH;</div><div class="line"><a name="l00480"></a><span class="lineno">  480</span>&#160;<span class="preprocessor">#endif // defined(MEAN)</span></div><div class="line"><a name="l00481"></a><span class="lineno">  481</span>&#160;    vstore16(<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(res, <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, 16)), 0, (__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)output.<a class="code" href="struct_tensor4_d.xhtml#acf52c23cbd7424606c10a606524e3e32">ptr</a>);</div><div class="line"><a name="l00482"></a><span class="lineno">  482</span>&#160;<span class="preprocessor">#endif // defined(ARG_MAX) || defined(ARG_MIN)</span></div><div class="line"><a name="l00483"></a><span class="lineno">  483</span>&#160;}</div><div class="line"><a name="l00484"></a><span class="lineno">  484</span>&#160;<span class="preprocessor">#endif </span><span class="comment">/* defined(BATCH) &amp;&amp; defined(DEPTH) */</span><span class="preprocessor"></span></div><div class="ttc" id="struct_vector_xhtml"><div class="ttname"><a href="struct_vector.xhtml">Vector</a></div><div class="ttdoc">Structure to hold Vector information.</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00341">helpers.h:341</a></div></div>
+<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_a009469e4d9b8fce3b6d5e97d2077827d"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a></div><div class="ttdeci">__global uchar * offset(const Image *img, int x, int y)</div><div class="ttdoc">Get the pointer position of a Image.</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00510">helpers.h:510</a></div></div>
 <div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a1a367830ae09bf6138df822888ec1d71"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a1a367830ae09bf6138df822888ec1d71">arm_compute::test::validation::w</a></div><div class="ttdeci">SimpleTensor&lt; float &gt; w</div><div class="ttdef"><b>Definition:</b> <a href="_c_p_p_2_d_f_t_8cpp_source.xhtml#l00156">DFT.cpp:156</a></div></div>
 <div class="ttc" id="reduction__operation_8cl_xhtml_ab71c1065b18391b45255b1f251b861e7"><div class="ttname"><a href="reduction__operation_8cl.xhtml#ab71c1065b18391b45255b1f251b861e7">product</a></div><div class="ttdeci">DATA_TYPE product(__global const DATA_TYPE *input)</div><div class="ttdoc">Calculate product of a vector.</div><div class="ttdef"><b>Definition:</b> <a href="reduction__operation_8cl_source.xhtml#l00083">reduction_operation.cl:83</a></div></div>
-<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_aa8d95ba04fc73845abc6045952cae5be"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a></div><div class="ttdeci">#define CONVERT(x, type)</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00079">helpers.h:79</a></div></div>
-<div class="ttc" id="struct_tensor4_d_xhtml_acf52c23cbd7424606c10a606524e3e32"><div class="ttname"><a href="struct_tensor4_d.xhtml#acf52c23cbd7424606c10a606524e3e32">Tensor4D::ptr</a></div><div class="ttdeci">__global uchar * ptr</div><div class="ttdoc">Pointer to the starting postion of the buffer.</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00188">helpers.h:188</a></div></div>
-<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_aebe814363556c244be043b13e7969197"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aebe814363556c244be043b13e7969197">CONVERT_TO_IMAGE_STRUCT</a></div><div class="ttdeci">#define CONVERT_TO_IMAGE_STRUCT(name)</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00129">helpers.h:129</a></div></div>
+<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_aa8d95ba04fc73845abc6045952cae5be"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a></div><div class="ttdeci">#define CONVERT(x, type)</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00261">helpers.h:261</a></div></div>
+<div class="ttc" id="struct_tensor4_d_xhtml_acf52c23cbd7424606c10a606524e3e32"><div class="ttname"><a href="struct_tensor4_d.xhtml#acf52c23cbd7424606c10a606524e3e32">Tensor4D::ptr</a></div><div class="ttdeci">__global uchar * ptr</div><div class="ttdoc">Pointer to the starting postion of the buffer.</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00370">helpers.h:370</a></div></div>
+<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_aebe814363556c244be043b13e7969197"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aebe814363556c244be043b13e7969197">CONVERT_TO_IMAGE_STRUCT</a></div><div class="ttdeci">#define CONVERT_TO_IMAGE_STRUCT(name)</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00311">helpers.h:311</a></div></div>
 <div class="ttc" id="convolution3x3_8cl_xhtml_afb8c72ce35c4a1f4a2588d6573e54aa1"><div class="ttname"><a href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a></div><div class="ttdeci">#define DATA_TYPE</div><div class="ttdef"><b>Definition:</b> <a href="convolution3x3_8cl_source.xhtml#l00027">convolution3x3.cl:27</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#l00065">reduction_operation.cl:65</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a74ce3f7420453d3446218ff3b7453e02ad770ba3ce18fa409965dfdf5e7c348e6"><div class="ttname"><a href="namespacearm__compute.xhtml#a74ce3f7420453d3446218ff3b7453e02ad770ba3ce18fa409965dfdf5e7c348e6">arm_compute::DataLayoutDimension::HEIGHT</a></div><div class="ttdoc">height</div></div>
-<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_a22f42fcf2077d951271df83b55c1a71a"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a></div><div class="ttdeci">#define IMAGE_DECLARATION(name)</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00093">helpers.h:93</a></div></div>
-<div class="ttc" id="struct_tensor3_d_xhtml"><div class="ttname"><a href="struct_tensor3_d.xhtml">Tensor3D</a></div><div class="ttdoc">Structure to hold 3D tensor information.</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00176">helpers.h:176</a></div></div>
-<div class="ttc" id="struct_tensor4_d_xhtml"><div class="ttname"><a href="struct_tensor4_d.xhtml">Tensor4D</a></div><div class="ttdoc">Structure to hold 4D tensor information.</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00186">helpers.h:186</a></div></div>
-<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_a527bfdf5eeb306f1cf01c4a8e29f38e0"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a527bfdf5eeb306f1cf01c4a8e29f38e0">CONVERT_TO_VECTOR_STRUCT</a></div><div class="ttdeci">#define CONVERT_TO_VECTOR_STRUCT(name)</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00123">helpers.h:123</a></div></div>
-<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_a40a6eb9f2a7712f08d6bb8ff6c9e6ca7"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a40a6eb9f2a7712f08d6bb8ff6c9e6ca7">VECTOR_DECLARATION</a></div><div class="ttdeci">#define VECTOR_DECLARATION(name)</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00087">helpers.h:87</a></div></div>
-<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_ad442fb5ec8be1fff97f543150de5d822"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#ad442fb5ec8be1fff97f543150de5d822">tensor4D_offset</a></div><div class="ttdeci">__global const uchar * tensor4D_offset(const Tensor4D *tensor, int x, int y, int z, int w)</div><div class="ttdoc">Get the pointer position of a Tensor4D.</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00353">helpers.h:353</a></div></div>
-<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_a23b9032d1b9d59547545e457f82ee478"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a23b9032d1b9d59547545e457f82ee478">CONVERT_TO_TENSOR4D_STRUCT</a></div><div class="ttdeci">#define CONVERT_TO_TENSOR4D_STRUCT(name, mod_size)</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00151">helpers.h:151</a></div></div>
-<div class="ttc" id="struct_vector_xhtml_acf52c23cbd7424606c10a606524e3e32"><div class="ttname"><a href="struct_vector.xhtml#acf52c23cbd7424606c10a606524e3e32">Vector::ptr</a></div><div class="ttdeci">__global uchar * ptr</div><div class="ttdoc">Pointer to the starting postion of the buffer.</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00161">helpers.h:161</a></div></div>
-<div class="ttc" id="struct_image_xhtml"><div class="ttname"><a href="struct_image.xhtml">Image</a></div><div class="ttdoc">Structure to hold Image information.</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00167">helpers.h:167</a></div></div>
+<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_a22f42fcf2077d951271df83b55c1a71a"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a></div><div class="ttdeci">#define IMAGE_DECLARATION(name)</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00275">helpers.h:275</a></div></div>
+<div class="ttc" id="struct_tensor3_d_xhtml"><div class="ttname"><a href="struct_tensor3_d.xhtml">Tensor3D</a></div><div class="ttdoc">Structure to hold 3D tensor information.</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00358">helpers.h:358</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a8fcf2ddd9a1d58b1b280f5c0aed71845"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a8fcf2ddd9a1d58b1b280f5c0aed71845">arm_compute::test::validation::input</a></div><div class="ttdeci">auto input</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_2_l_s_t_m_layer_quantized_8cpp_source.xhtml#l00487">LSTMLayerQuantized.cpp:487</a></div></div>
+<div class="ttc" id="struct_tensor4_d_xhtml"><div class="ttname"><a href="struct_tensor4_d.xhtml">Tensor4D</a></div><div class="ttdoc">Structure to hold 4D tensor information.</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00368">helpers.h:368</a></div></div>
+<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_a527bfdf5eeb306f1cf01c4a8e29f38e0"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a527bfdf5eeb306f1cf01c4a8e29f38e0">CONVERT_TO_VECTOR_STRUCT</a></div><div class="ttdeci">#define CONVERT_TO_VECTOR_STRUCT(name)</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00305">helpers.h:305</a></div></div>
+<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_a40a6eb9f2a7712f08d6bb8ff6c9e6ca7"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a40a6eb9f2a7712f08d6bb8ff6c9e6ca7">VECTOR_DECLARATION</a></div><div class="ttdeci">#define VECTOR_DECLARATION(name)</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00269">helpers.h:269</a></div></div>
+<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_ad442fb5ec8be1fff97f543150de5d822"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#ad442fb5ec8be1fff97f543150de5d822">tensor4D_offset</a></div><div class="ttdeci">__global const uchar * tensor4D_offset(const Tensor4D *tensor, int x, int y, int z, int w)</div><div class="ttdoc">Get the pointer position of a Tensor4D.</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00535">helpers.h:535</a></div></div>
+<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_a23b9032d1b9d59547545e457f82ee478"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a23b9032d1b9d59547545e457f82ee478">CONVERT_TO_TENSOR4D_STRUCT</a></div><div class="ttdeci">#define CONVERT_TO_TENSOR4D_STRUCT(name, mod_size)</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00333">helpers.h:333</a></div></div>
+<div class="ttc" id="struct_vector_xhtml_acf52c23cbd7424606c10a606524e3e32"><div class="ttname"><a href="struct_vector.xhtml#acf52c23cbd7424606c10a606524e3e32">Vector::ptr</a></div><div class="ttdeci">__global uchar * ptr</div><div class="ttdoc">Pointer to the starting postion of the buffer.</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00343">helpers.h:343</a></div></div>
+<div class="ttc" id="struct_image_xhtml"><div class="ttname"><a href="struct_image.xhtml">Image</a></div><div class="ttdoc">Structure to hold Image information.</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00349">helpers.h:349</a></div></div>
 <div class="ttc" id="reduction__operation_8cl_xhtml_a40336a6b889813a08d55e615a26b511a"><div class="ttname"><a href="reduction__operation_8cl.xhtml#a40336a6b889813a08d55e615a26b511a">ISGREATER</a></div><div class="ttdeci">#define ISGREATER(x, y)</div><div class="ttdef"><b>Definition:</b> <a href="reduction__operation_8cl_source.xhtml#l00034">reduction_operation.cl:34</a></div></div>
-<div class="ttc" id="struct_image_xhtml_acf52c23cbd7424606c10a606524e3e32"><div class="ttname"><a href="struct_image.xhtml#acf52c23cbd7424606c10a606524e3e32">Image::ptr</a></div><div class="ttdeci">__global uchar * ptr</div><div class="ttdoc">Pointer to the starting postion of the buffer.</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00169">helpers.h:169</a></div></div>
-<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_a31c8c760f08fb1a331b16b7c204321dc"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a31c8c760f08fb1a331b16b7c204321dc">CONVERT_TO_TENSOR3D_STRUCT</a></div><div class="ttdeci">#define CONVERT_TO_TENSOR3D_STRUCT(name)</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00144">helpers.h:144</a></div></div>
-<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_a7e4940407322d6f0ccb8b6b86b856019"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a7e4940407322d6f0ccb8b6b86b856019">vector_offset</a></div><div class="ttdeci">__global const uchar * vector_offset(const Vector *vec, int x)</div><div class="ttdoc">Get the pointer position of a Vector.</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00317">helpers.h:317</a></div></div>
+<div class="ttc" id="struct_image_xhtml_acf52c23cbd7424606c10a606524e3e32"><div class="ttname"><a href="struct_image.xhtml#acf52c23cbd7424606c10a606524e3e32">Image::ptr</a></div><div class="ttdeci">__global uchar * ptr</div><div class="ttdoc">Pointer to the starting postion of the buffer.</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00351">helpers.h:351</a></div></div>
+<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_a31c8c760f08fb1a331b16b7c204321dc"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a31c8c760f08fb1a331b16b7c204321dc">CONVERT_TO_TENSOR3D_STRUCT</a></div><div class="ttdeci">#define CONVERT_TO_TENSOR3D_STRUCT(name)</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00326">helpers.h:326</a></div></div>
+<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_a7e4940407322d6f0ccb8b6b86b856019"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a7e4940407322d6f0ccb8b6b86b856019">vector_offset</a></div><div class="ttdeci">__global const uchar * vector_offset(const Vector *vec, int x)</div><div class="ttdoc">Get the pointer position of a Vector.</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00499">helpers.h:499</a></div></div>
 <div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_af77145fbdc6b0c8931148f5597d9de53"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">arm_compute::test::validation::select</a></div><div class="ttdeci">CLSelect select</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_2_select_8cpp_source.xhtml#l00164">Select.cpp:164</a></div></div>
 <div class="ttc" id="reduction__operation_8cl_xhtml_afef444918bb4f103371e703041081971"><div class="ttname"><a href="reduction__operation_8cl.xhtml#afef444918bb4f103371e703041081971">ISLESS</a></div><div class="ttdeci">#define ISLESS(x, y)</div><div class="ttdef"><b>Definition:</b> <a href="reduction__operation_8cl_source.xhtml#l00035">reduction_operation.cl:35</a></div></div>
 <div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml">helpers.h</a></div></div>
-<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_a481bdc6d61b3df9dcdbdb244f0f97790"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a481bdc6d61b3df9dcdbdb244f0f97790">TENSOR4D_DECLARATION</a></div><div class="ttdeci">#define TENSOR4D_DECLARATION(name)</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00111">helpers.h:111</a></div></div>
+<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_a481bdc6d61b3df9dcdbdb244f0f97790"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a481bdc6d61b3df9dcdbdb244f0f97790">TENSOR4D_DECLARATION</a></div><div class="ttdeci">#define TENSOR4D_DECLARATION(name)</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00293">helpers.h:293</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a74ce3f7420453d3446218ff3b7453e02a49da85b69bc6285eeee286ca49fa7195"><div class="ttname"><a href="namespacearm__compute.xhtml#a74ce3f7420453d3446218ff3b7453e02a49da85b69bc6285eeee286ca49fa7195">arm_compute::DataLayoutDimension::WIDTH</a></div><div class="ttdoc">width</div></div>
-<div class="ttc" id="struct_tensor3_d_xhtml_acf52c23cbd7424606c10a606524e3e32"><div class="ttname"><a href="struct_tensor3_d.xhtml#acf52c23cbd7424606c10a606524e3e32">Tensor3D::ptr</a></div><div class="ttdeci">__global uchar * ptr</div><div class="ttdoc">Pointer to the starting postion of the buffer.</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00178">helpers.h:178</a></div></div>
-<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_a6b83038822d1ae7ab619b684ed3b7fc0"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a6b83038822d1ae7ab619b684ed3b7fc0">TENSOR3D_DECLARATION</a></div><div class="ttdeci">#define TENSOR3D_DECLARATION(name)</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00101">helpers.h:101</a></div></div>
+<div class="ttc" id="struct_tensor3_d_xhtml_acf52c23cbd7424606c10a606524e3e32"><div class="ttname"><a href="struct_tensor3_d.xhtml#acf52c23cbd7424606c10a606524e3e32">Tensor3D::ptr</a></div><div class="ttdeci">__global uchar * ptr</div><div class="ttdoc">Pointer to the starting postion of the buffer.</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00360">helpers.h:360</a></div></div>
+<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_a6b83038822d1ae7ab619b684ed3b7fc0"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a6b83038822d1ae7ab619b684ed3b7fc0">TENSOR3D_DECLARATION</a></div><div class="ttdeci">#define TENSOR3D_DECLARATION(name)</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00283">helpers.h:283</a></div></div>
 <div class="ttc" id="reduction__operation_8cl_xhtml_a48cc0583beba45dfba6d94fb6dc3c59a"><div class="ttname"><a href="reduction__operation_8cl.xhtml#a48cc0583beba45dfba6d94fb6dc3c59a">square_sum</a></div><div class="ttdeci">DATA_TYPE square_sum(__global const DATA_TYPE *input)</div><div class="ttdoc">Calculate square sum of a vector.</div><div class="ttdef"><b>Definition:</b> <a href="reduction__operation_8cl_source.xhtml#l00045">reduction_operation.cl:45</a></div></div>
-<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_a2101b2fe0193ce227ae4e0945e321d85"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a2101b2fe0193ce227ae4e0945e321d85">tensor3D_offset</a></div><div class="ttdeci">__global const uchar * tensor3D_offset(const Tensor3D *tensor, int x, int y, int z)</div><div class="ttdoc">Get the pointer position of a Tensor3D.</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00340">helpers.h:340</a></div></div>
+<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_a2101b2fe0193ce227ae4e0945e321d85"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a2101b2fe0193ce227ae4e0945e321d85">tensor3D_offset</a></div><div class="ttdeci">__global const uchar * tensor3D_offset(const Tensor3D *tensor, int x, int y, int z)</div><div class="ttdoc">Get the pointer position of a Tensor3D.</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00522">helpers.h:522</a></div></div>
 <div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a989ab3e96426615bb98e04e0235088ca"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a989ab3e96426615bb98e04e0235088ca">arm_compute::test::validation::src</a></div><div class="ttdeci">cast configure &amp; src</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_2_cast_8cpp_source.xhtml#l00169">Cast.cpp:169</a></div></div>
-<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_a36f754c05b6fddf6df0d8d0a74f8159f"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a></div><div class="ttdeci">#define VEC_DATA_TYPE(type, size)</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00073">helpers.h:73</a></div></div>
+<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_a36f754c05b6fddf6df0d8d0a74f8159f"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a></div><div class="ttdeci">#define VEC_DATA_TYPE(type, size)</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00255">helpers.h:255</a></div></div>
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