arm_compute v17.12
diff --git a/documentation/fixed__point_8h.xhtml b/documentation/fixed__point_8h.xhtml
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+<tr class="memdesc:a1acc7badafd7def20af187c5b5bfdec2"><td class="mdescLeft">&#160;</td><td class="mdescRight">Computes saturating absolute value of fixed point vector.  <a href="#a1acc7badafd7def20af187c5b5bfdec2">More...</a><br /></td></tr>
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+<tr class="memdesc:a21e1c22d1a3f0110ceb0ef48c6dddb86"><td class="mdescLeft">&#160;</td><td class="mdescRight">Computes max of fixed point types.  <a href="#a21e1c22d1a3f0110ceb0ef48c6dddb86">More...</a><br /></td></tr>
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-<tr class="memitem:a60a130cf40adc457ce483d5912e1459c"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="fixed__point_8h.xhtml#a60a130cf40adc457ce483d5912e1459c">MAX_OP_EXPAND_STR</a>(a, b, type, <a class="el" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>)&#160;&#160;&#160;max_##type##x##<a class="el" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>((a), (b))</td></tr>
+<tr class="memitem:a60a130cf40adc457ce483d5912e1459c"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="fixed__point_8h.xhtml#a60a130cf40adc457ce483d5912e1459c">MAX_OP_EXPAND_STR</a>(a,  b,  type,  <a class="el" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>)&#160;&#160;&#160;max_##type##x##<a class="el" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>((a), (b))</td></tr>
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+<tr class="memitem:afeab3b374d78c30712736e16cbb5aa15"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="fixed__point_8h.xhtml#afeab3b374d78c30712736e16cbb5aa15">MAX_OP_EXPAND</a>(a,  b,  type,  <a class="el" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>)&#160;&#160;&#160;<a class="el" href="fixed__point_8h.xhtml#a60a130cf40adc457ce483d5912e1459c">MAX_OP_EXPAND_STR</a>(a, b, type, <a class="el" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>)</td></tr>
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 <tr class="memitem:ad2ad548e04bfbba48bf75e29c9699182"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="fixed__point_8h.xhtml#ad2ad548e04bfbba48bf75e29c9699182">ADDQ_SAT_IMPL</a>(type)</td></tr>
-<tr class="memdesc:ad2ad548e04bfbba48bf75e29c9699182"><td class="mdescLeft">&#160;</td><td class="mdescRight">Computes saturated addition of fixed point types.  <a href="#ad2ad548e04bfbba48bf75e29c9699182">More...</a><br/></td></tr>
+<tr class="memdesc:ad2ad548e04bfbba48bf75e29c9699182"><td class="mdescLeft">&#160;</td><td class="mdescRight">Computes saturated addition of fixed point types.  <a href="#ad2ad548e04bfbba48bf75e29c9699182">More...</a><br /></td></tr>
 <tr class="separator:ad2ad548e04bfbba48bf75e29c9699182"><td class="memSeparator" colspan="2">&#160;</td></tr>
-<tr class="memitem:a8fe4e6aa79b6e2faec019e53e1f39113"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="fixed__point_8h.xhtml#a8fe4e6aa79b6e2faec019e53e1f39113">ADD_SAT_OP_EXPAND_STR</a>(a, b, type, <a class="el" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>)&#160;&#160;&#160;add_sat_##type##x##<a class="el" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>((a), (b))</td></tr>
+<tr class="memitem:a8fe4e6aa79b6e2faec019e53e1f39113"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="fixed__point_8h.xhtml#a8fe4e6aa79b6e2faec019e53e1f39113">ADD_SAT_OP_EXPAND_STR</a>(a,  b,  type,  <a class="el" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>)&#160;&#160;&#160;add_sat_##type##x##<a class="el" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>((a), (b))</td></tr>
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+<tr class="memitem:a6b1acbaff6cb3bad4edda9a93dac1f9e"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="fixed__point_8h.xhtml#a6b1acbaff6cb3bad4edda9a93dac1f9e">ADD_SAT_OP_EXPAND</a>(a,  b,  type,  <a class="el" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>)&#160;&#160;&#160;<a class="el" href="fixed__point_8h.xhtml#a8fe4e6aa79b6e2faec019e53e1f39113">ADD_SAT_OP_EXPAND_STR</a>(a, b, type, <a class="el" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>)</td></tr>
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-<tr class="memdesc:ab555884d2db3be32fc693f670d8a99c7"><td class="mdescLeft">&#160;</td><td class="mdescRight">Computes saturated subtraction of fixed point types.  <a href="#ab555884d2db3be32fc693f670d8a99c7">More...</a><br/></td></tr>
+<tr class="memdesc:ab555884d2db3be32fc693f670d8a99c7"><td class="mdescLeft">&#160;</td><td class="mdescRight">Computes saturated subtraction of fixed point types.  <a href="#ab555884d2db3be32fc693f670d8a99c7">More...</a><br /></td></tr>
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+<tr class="memitem:afadf927c77d81f7dcd9af28b65c9c79d"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="fixed__point_8h.xhtml#afadf927c77d81f7dcd9af28b65c9c79d">MUL_OP_EXPAND_STR</a>(a,  b,  type,  <a class="el" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>,  position)&#160;&#160;&#160;mul_##type##x##<a class="el" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>((a), (b), (position))</td></tr>
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+<tr class="memitem:a329eb419d445e448ec885a2f69a1fb0f"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="fixed__point_8h.xhtml#a329eb419d445e448ec885a2f69a1fb0f">MULQ_SAT_IMPL</a>(type,  itype)</td></tr>
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-<tr class="memdesc:a31a4619a484c58adcd6e7a9a8354cf23"><td class="mdescLeft">&#160;</td><td class="mdescRight">Saturate multiply-accumulate.  <a href="#a31a4619a484c58adcd6e7a9a8354cf23">More...</a><br/></td></tr>
+<tr class="memitem:a31a4619a484c58adcd6e7a9a8354cf23"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="fixed__point_8h.xhtml#a31a4619a484c58adcd6e7a9a8354cf23">MLAQ_SAT_IMPL</a>(type,  itype)</td></tr>
+<tr class="memdesc:a31a4619a484c58adcd6e7a9a8354cf23"><td class="mdescLeft">&#160;</td><td class="mdescRight">Saturate multiply-accumulate.  <a href="#a31a4619a484c58adcd6e7a9a8354cf23">More...</a><br /></td></tr>
 <tr class="separator:a31a4619a484c58adcd6e7a9a8354cf23"><td class="memSeparator" colspan="2">&#160;</td></tr>
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-<tr class="memdesc:a2258d987499bd7c92db2c90977fd2409"><td class="mdescLeft">&#160;</td><td class="mdescRight">Saturate multiply-accumulate long.  <a href="#a2258d987499bd7c92db2c90977fd2409">More...</a><br/></td></tr>
+<tr class="memitem:a2258d987499bd7c92db2c90977fd2409"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="fixed__point_8h.xhtml#a2258d987499bd7c92db2c90977fd2409">MLALQ_SAT_IMPL</a>(type,  itype)</td></tr>
+<tr class="memdesc:a2258d987499bd7c92db2c90977fd2409"><td class="mdescLeft">&#160;</td><td class="mdescRight">Saturate multiply-accumulate long.  <a href="#a2258d987499bd7c92db2c90977fd2409">More...</a><br /></td></tr>
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-<tr class="memdesc:aac0b47414a86d32e5c891ab6a75b313b"><td class="mdescLeft">&#160;</td><td class="mdescRight">Saturate division of two fixed point vectors.  <a href="#aac0b47414a86d32e5c891ab6a75b313b">More...</a><br/></td></tr>
+<tr class="memitem:aac0b47414a86d32e5c891ab6a75b313b"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="fixed__point_8h.xhtml#aac0b47414a86d32e5c891ab6a75b313b">DIVQ_SAT_IMPL</a>(stype,  type,  itype)</td></tr>
+<tr class="memdesc:aac0b47414a86d32e5c891ab6a75b313b"><td class="mdescLeft">&#160;</td><td class="mdescRight">Saturate division of two fixed point vectors.  <a href="#aac0b47414a86d32e5c891ab6a75b313b">More...</a><br /></td></tr>
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-<tr class="memdesc:ae64808afdc06c77889f1bb0565905949"><td class="mdescLeft">&#160;</td><td class="mdescRight">Saturate exponential of a fixed point vector.  <a href="#ae64808afdc06c77889f1bb0565905949">More...</a><br/></td></tr>
+<tr class="memitem:ae64808afdc06c77889f1bb0565905949"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="fixed__point_8h.xhtml#ae64808afdc06c77889f1bb0565905949">EXPQ_IMPL</a>(stype,  type,  <a class="el" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>)</td></tr>
+<tr class="memdesc:ae64808afdc06c77889f1bb0565905949"><td class="mdescLeft">&#160;</td><td class="mdescRight">Saturate exponential of a fixed point vector.  <a href="#ae64808afdc06c77889f1bb0565905949">More...</a><br /></td></tr>
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-<tr class="memdesc:a902ecdf01fd8a0760e4ef66ce5814a20"><td class="mdescLeft">&#160;</td><td class="mdescRight">Saturate logarithm of a fixed point vector.  <a href="#a902ecdf01fd8a0760e4ef66ce5814a20">More...</a><br/></td></tr>
+<tr class="memitem:a902ecdf01fd8a0760e4ef66ce5814a20"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="fixed__point_8h.xhtml#a902ecdf01fd8a0760e4ef66ce5814a20">LOGQ_IMPL</a>(stype,  type,  <a class="el" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>)</td></tr>
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 <tr class="memitem:a718889c3f240b9e020d6f507f2c16a31"><td class="memItemLeft" align="right" valign="top"><a class="el" href="fixed__point_8h.xhtml#a16a82528f3e1c6eb81fd9aac6ad45e62">qs16x16</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="fixed__point_8h.xhtml#a718889c3f240b9e020d6f507f2c16a31">exp_sat_qs16x16</a> (<a class="el" href="fixed__point_8h.xhtml#a16a82528f3e1c6eb81fd9aac6ad45e62">qs16x16</a> VopA, int fixed_point_position)</td></tr>
@@ -622,11 +634,7 @@
         </tr>
       </table>
 </div><div class="memdoc">
-<b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a> abs_##<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>##_sat(<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a> VopA)  \</div>
-<div class="line">    {                                        \</div>
-<div class="line">        return <a class="code" href="fixed__point_8h.xhtml#a23fb01b6f3453cc0e48a026fd44f6acd">CONVERT_SAT</a>(<a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ae115fc750a92fb6a5e094998b56fcc56">abs</a>(VopA), <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>); \</div>
-<div class="line">    }</div>
-<div class="ttc" id="namespacemali__userspace_xhtml_ad44b615021ed3ccb734fcaf583ef4a03"><div class="ttname"><a href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">mali_userspace::type</a></div><div class="ttdeci">uint32_t type</div><div class="ttdef"><b>Definition:</b> <a href="hwc_8hpp_source.xhtml#l00204">hwc.hpp:204</a></div></div>
+<b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a> abs_##<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>##_sat(<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a> VopA)  \</div><div class="line">    {                                        \</div><div class="line">        return <a class="code" href="fixed__point_8h.xhtml#a23fb01b6f3453cc0e48a026fd44f6acd">CONVERT_SAT</a>(<a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ae115fc750a92fb6a5e094998b56fcc56">abs</a>(VopA), <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>); \</div><div class="line">    }</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a7aead736a07eaf25623ad7bfa1f0ee2d"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">caffe_data_extractor.type</a></div><div class="ttdeci">type</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
 <div class="ttc" id="fixed__point_8h_xhtml_a23fb01b6f3453cc0e48a026fd44f6acd"><div class="ttname"><a href="fixed__point_8h.xhtml#a23fb01b6f3453cc0e48a026fd44f6acd">CONVERT_SAT</a></div><div class="ttdeci">#define CONVERT_SAT(x, type)</div><div class="ttdef"><b>Definition:</b> <a href="fixed__point_8h_source.xhtml#l00103">fixed_point.h:103</a></div></div>
 <div class="ttc" id="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail_xhtml_ae115fc750a92fb6a5e094998b56fcc56"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ae115fc750a92fb6a5e094998b56fcc56">arm_compute::test::fixed_point_arithmetic::detail::abs</a></div><div class="ttdeci">fixed_point&lt; T &gt; abs(fixed_point&lt; T &gt; x)</div><div class="ttdef"><b>Definition:</b> <a href="tests_2validation_2_fixed_point_8h_source.xhtml#l00914">FixedPoint.h:914</a></div></div>
 </div><!-- fragment -->
@@ -681,6 +689,8 @@
 
 <p>Definition at line <a class="el" href="fixed__point_8h_source.xhtml#l00178">178</a> of file <a class="el" href="fixed__point_8h_source.xhtml">fixed_point.h</a>.</p>
 
+<p>Referenced by <a class="el" href="gemm_8cl_source.xhtml#l00223">gemm_interleave4x4_8bit()</a>.</p>
+
 </div>
 </div>
 <a class="anchor" id="a8fe4e6aa79b6e2faec019e53e1f39113"></a>
@@ -736,11 +746,7 @@
         </tr>
       </table>
 </div><div class="memdoc">
-<b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a> add_sat_##<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>(<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a> VopA, <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a> VopB) \</div>
-<div class="line">    {                                                \</div>
-<div class="line">        return add_sat(VopA, VopB);                  \</div>
-<div class="line">    }</div>
-<div class="ttc" id="namespacemali__userspace_xhtml_ad44b615021ed3ccb734fcaf583ef4a03"><div class="ttname"><a href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">mali_userspace::type</a></div><div class="ttdeci">uint32_t type</div><div class="ttdef"><b>Definition:</b> <a href="hwc_8hpp_source.xhtml#l00204">hwc.hpp:204</a></div></div>
+<b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a> add_sat_##<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>(<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a> VopA, <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a> VopB) \</div><div class="line">    {                                                \</div><div class="line">        return add_sat(VopA, VopB);                  \</div><div class="line">    }</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a7aead736a07eaf25623ad7bfa1f0ee2d"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">caffe_data_extractor.type</a></div><div class="ttdeci">type</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
 </div><!-- fragment -->
 <p>Computes saturated addition of fixed point types. </p>
 <dl class="params"><dt>Parameters</dt><dd>
@@ -781,7 +787,7 @@
 
 <p>Definition at line <a class="el" href="fixed__point_8h_source.xhtml#l00098">98</a> of file <a class="el" href="fixed__point_8h_source.xhtml">fixed_point.h</a>.</p>
 
-<p>Referenced by <a class="el" href="absdiff_8cl_source.xhtml#l00050">absdiff()</a>, <a class="el" href="arithmetic__op_8cl_source.xhtml#l00063">arithmetic_add()</a>, <a class="el" href="arithmetic__op_8cl_source.xhtml#l00108">arithmetic_sub()</a>, <a class="el" href="warp__helpers_8h_source.xhtml#l00080">bilinear_interpolate()</a>, <a class="el" href="convolution3x3_8cl_source.xhtml#l00043">convolution1x3()</a>, <a class="el" href="convolution5x5_8cl_source.xhtml#l00050">convolution1x5()</a>, <a class="el" href="convolution7x7_8cl_source.xhtml#l00052">convolution1x7()</a>, <a class="el" href="convolution9x9_8cl_source.xhtml#l00054">convolution1x9()</a>, <a class="el" href="convolution5x5_8cl_source.xhtml#l00087">convolution5x1()</a>, <a class="el" href="convolution7x7_8cl_source.xhtml#l00097">convolution7x1()</a>, <a class="el" href="convolution9x9_8cl_source.xhtml#l00108">convolution9x1()</a>, <a class="el" href="minmaxloc_8cl_source.xhtml#l00065">minmax()</a>, <a class="el" href="pixelwise__mul__float_8cl_source.xhtml#l00067">pixelwise_mul_float()</a>, <a class="el" href="pixelwise__mul__int_8cl_source.xhtml#l00083">pixelwise_mul_int()</a>, <a class="el" href="softmax__layer_8cl_source.xhtml#l00085">softmax_layer_max()</a>, and <a class="el" href="softmax__layer_8cl_source.xhtml#l00166">softmax_layer_shift_exp_sum()</a>.</p>
+<p>Referenced by <a class="el" href="absdiff_8cl_source.xhtml#l00050">absdiff()</a>, <a class="el" href="arithmetic__op_8cl_source.xhtml#l00063">arithmetic_add()</a>, <a class="el" href="arithmetic__op_8cl_source.xhtml#l00108">arithmetic_sub()</a>, <a class="el" href="warp__helpers_8h_source.xhtml#l00094">bilinear_interpolate_with_border()</a>, <a class="el" href="convolution3x3_8cl_source.xhtml#l00043">convolution1x3()</a>, <a class="el" href="convolution5x5_8cl_source.xhtml#l00050">convolution1x5()</a>, <a class="el" href="convolution7x7_8cl_source.xhtml#l00052">convolution1x7()</a>, <a class="el" href="convolution9x9_8cl_source.xhtml#l00054">convolution1x9()</a>, <a class="el" href="convolution5x5_8cl_source.xhtml#l00087">convolution5x1()</a>, <a class="el" href="convolution7x7_8cl_source.xhtml#l00097">convolution7x1()</a>, <a class="el" href="convolution9x9_8cl_source.xhtml#l00108">convolution9x1()</a>, <a class="el" href="minmaxloc_8cl_source.xhtml#l00065">minmax()</a>, <a class="el" href="pixelwise__mul__float_8cl_source.xhtml#l00067">pixelwise_mul_float()</a>, <a class="el" href="pixelwise__mul__int_8cl_source.xhtml#l00083">pixelwise_mul_int()</a>, <a class="el" href="softmax__layer_8cl_source.xhtml#l00114">softmax_layer_max()</a>, <a class="el" href="softmax__layer_8cl_source.xhtml#l00500">softmax_layer_max_shift_exp_sum_parallel()</a>, <a class="el" href="softmax__layer_8cl_source.xhtml#l00350">softmax_layer_max_shift_exp_sum_serial()</a>, and <a class="el" href="softmax__layer_8cl_source.xhtml#l00196">softmax_layer_shift_exp_sum()</a>.</p>
 
 </div>
 </div>
@@ -1028,13 +1034,10 @@
         </tr>
       </table>
 </div><div class="memdoc">
-<b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> out_type convert_##out_type##_##in_type(in_type a, <span class="keywordtype">int</span> fixed_point_position)                                            \</div>
-<div class="line">    {                                                                                                                              \</div>
-<div class="line">        return <a class="code" href="fixed__point_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(a * (1 &lt;&lt; fixed_point_position) + select((in_type)-0.5, (in_type)0.5, isgreater(a, (in_type)0)), out_type); \</div>
-<div class="line">    }</div>
-<div class="ttc" id="fixed__point_8h_xhtml_aa8d95ba04fc73845abc6045952cae5be"><div class="ttname"><a href="fixed__point_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a></div><div class="ttdeci">#define CONVERT(x, type)</div><div class="ttdef"><b>Definition:</b> <a href="fixed__point_8h_source.xhtml#l00098">fixed_point.h:98</a></div></div>
+<b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> out_type convert_##out_type##_##in_type(in_type <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <span class="keywordtype">int</span> fixed_point_position)                                            \</div><div class="line">    {                                                                                                                              \</div><div class="line">        return <a class="code" href="fixed__point_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a> * (1 &lt;&lt; fixed_point_position) + select((in_type)-0.5, (in_type)0.5, isgreater(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, (in_type)0)), out_type); \</div><div class="line">    }</div><div class="ttc" id="fixed__point_8h_xhtml_aa8d95ba04fc73845abc6045952cae5be"><div class="ttname"><a href="fixed__point_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a></div><div class="ttdeci">#define CONVERT(x, type)</div><div class="ttdef"><b>Definition:</b> <a href="fixed__point_8h_source.xhtml#l00098">fixed_point.h:98</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
 </div><!-- fragment -->
-<p>Definition at line <a class="el" href="fixed__point_8h_source.xhtml#l00474">474</a> of file <a class="el" href="fixed__point_8h_source.xhtml">fixed_point.h</a>.</p>
+<p>Definition at line <a class="el" href="fixed__point_8h_source.xhtml#l00479">479</a> of file <a class="el" href="fixed__point_8h_source.xhtml">fixed_point.h</a>.</p>
 
 </div>
 </div>
@@ -1061,13 +1064,10 @@
         </tr>
       </table>
 </div><div class="memdoc">
-<b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> out_type convert_##out_type##_##in_type##_sat(in_type a, <span class="keywordtype">int</span> fixed_point_position)                                          \</div>
-<div class="line">    {                                                                                                                                  \</div>
-<div class="line">        return <a class="code" href="fixed__point_8h.xhtml#a23fb01b6f3453cc0e48a026fd44f6acd">CONVERT_SAT</a>(a * (1 &lt;&lt; fixed_point_position) + select((in_type)-0.5, (in_type)0.5, isgreater(a, (in_type)0)), out_type); \</div>
-<div class="line">    }</div>
+<b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> out_type convert_##out_type##_##in_type##_sat(in_type <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <span class="keywordtype">int</span> fixed_point_position)                                          \</div><div class="line">    {                                                                                                                                  \</div><div class="line">        return <a class="code" href="fixed__point_8h.xhtml#a23fb01b6f3453cc0e48a026fd44f6acd">CONVERT_SAT</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a> * (1 &lt;&lt; fixed_point_position) + select((in_type)-0.5, (in_type)0.5, isgreater(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, (in_type)0)), out_type); \</div><div class="line">    }</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
 <div class="ttc" id="fixed__point_8h_xhtml_a23fb01b6f3453cc0e48a026fd44f6acd"><div class="ttname"><a href="fixed__point_8h.xhtml#a23fb01b6f3453cc0e48a026fd44f6acd">CONVERT_SAT</a></div><div class="ttdeci">#define CONVERT_SAT(x, type)</div><div class="ttdef"><b>Definition:</b> <a href="fixed__point_8h_source.xhtml#l00103">fixed_point.h:103</a></div></div>
 </div><!-- fragment -->
-<p>Definition at line <a class="el" href="fixed__point_8h_source.xhtml#l00483">483</a> of file <a class="el" href="fixed__point_8h_source.xhtml">fixed_point.h</a>.</p>
+<p>Definition at line <a class="el" href="fixed__point_8h_source.xhtml#l00488">488</a> of file <a class="el" href="fixed__point_8h_source.xhtml">fixed_point.h</a>.</p>
 
 </div>
 </div>
@@ -1094,13 +1094,10 @@
         </tr>
       </table>
 </div><div class="memdoc">
-<b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> out_type convert_##out_type##_##in_type(in_type a, <span class="keywordtype">int</span> fixed_point_position) \</div>
-<div class="line">    {                                                                                   \</div>
-<div class="line">        return <a class="code" href="fixed__point_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(a, out_type) / (1 &lt;&lt; fixed_point_position);                      \</div>
-<div class="line">    }</div>
-<div class="ttc" id="fixed__point_8h_xhtml_aa8d95ba04fc73845abc6045952cae5be"><div class="ttname"><a href="fixed__point_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a></div><div class="ttdeci">#define CONVERT(x, type)</div><div class="ttdef"><b>Definition:</b> <a href="fixed__point_8h_source.xhtml#l00098">fixed_point.h:98</a></div></div>
+<b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> out_type convert_##out_type##_##in_type(in_type <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <span class="keywordtype">int</span> fixed_point_position) \</div><div class="line">    {                                                                                   \</div><div class="line">        return <a class="code" href="fixed__point_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, out_type) / (1 &lt;&lt; fixed_point_position);                      \</div><div class="line">    }</div><div class="ttc" id="fixed__point_8h_xhtml_aa8d95ba04fc73845abc6045952cae5be"><div class="ttname"><a href="fixed__point_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a></div><div class="ttdeci">#define CONVERT(x, type)</div><div class="ttdef"><b>Definition:</b> <a href="fixed__point_8h_source.xhtml#l00098">fixed_point.h:98</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
 </div><!-- fragment -->
-<p>Definition at line <a class="el" href="fixed__point_8h_source.xhtml#l00492">492</a> of file <a class="el" href="fixed__point_8h_source.xhtml">fixed_point.h</a>.</p>
+<p>Definition at line <a class="el" href="fixed__point_8h_source.xhtml#l00497">497</a> of file <a class="el" href="fixed__point_8h_source.xhtml">fixed_point.h</a>.</p>
 
 </div>
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@@ -1305,16 +1302,8 @@
         </tr>
       </table>
 </div><div class="memdoc">
-<b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a> div_sat_##<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>(<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a> VopA, <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a> VopB, <span class="keywordtype">int</span> fixed_point_position)                                                                                                      \</div>
-<div class="line">    {                                                                                                                                                                               \</div>
-<div class="line">        itype conv_a      = <a class="code" href="fixed__point_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>((VopA), itype);                                                                                                                                 \</div>
-<div class="line">        itype denominator = <a class="code" href="fixed__point_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>((VopB), itype);                                                                                                                                 \</div>
-<div class="line">        itype numerator   = conv_a &lt;&lt; (itype)(fixed_point_position);                                                                                                                \</div>
-<div class="line">        itype res         = select((itype)(numerator / denominator), select((itype)stype##_MAX, (itype)stype##_MIN, (itype)(conv_a &lt; (itype)0)), (itype)(denominator == (itype)0)); \</div>
-<div class="line">        return <a class="code" href="fixed__point_8h.xhtml#a23fb01b6f3453cc0e48a026fd44f6acd">CONVERT_SAT</a>((res), <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>);                                                                                                                                            \</div>
-<div class="line">    }</div>
-<div class="ttc" id="fixed__point_8h_xhtml_aa8d95ba04fc73845abc6045952cae5be"><div class="ttname"><a href="fixed__point_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a></div><div class="ttdeci">#define CONVERT(x, type)</div><div class="ttdef"><b>Definition:</b> <a href="fixed__point_8h_source.xhtml#l00098">fixed_point.h:98</a></div></div>
-<div class="ttc" id="namespacemali__userspace_xhtml_ad44b615021ed3ccb734fcaf583ef4a03"><div class="ttname"><a href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">mali_userspace::type</a></div><div class="ttdeci">uint32_t type</div><div class="ttdef"><b>Definition:</b> <a href="hwc_8hpp_source.xhtml#l00204">hwc.hpp:204</a></div></div>
+<b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a> div_sat_##<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>(<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a> VopA, <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a> VopB, <span class="keywordtype">int</span> fixed_point_position)                                                                                                      \</div><div class="line">    {                                                                                                                                                                               \</div><div class="line">        itype conv_a      = <a class="code" href="fixed__point_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>((VopA), itype);                                                                                                                                 \</div><div class="line">        itype denominator = <a class="code" href="fixed__point_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>((VopB), itype);                                                                                                                                 \</div><div class="line">        itype numerator   = conv_a &lt;&lt; (itype)(fixed_point_position);                                                                                                                \</div><div class="line">        itype res         = select((itype)(numerator / denominator), select((itype)stype##_MAX, (itype)stype##_MIN, (itype)(conv_a &lt; (itype)0)), (itype)(denominator == (itype)0)); \</div><div class="line">        return <a class="code" href="fixed__point_8h.xhtml#a23fb01b6f3453cc0e48a026fd44f6acd">CONVERT_SAT</a>((res), <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>);                                                                                                                                            \</div><div class="line">    }</div><div class="ttc" id="fixed__point_8h_xhtml_aa8d95ba04fc73845abc6045952cae5be"><div class="ttname"><a href="fixed__point_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a></div><div class="ttdeci">#define CONVERT(x, type)</div><div class="ttdef"><b>Definition:</b> <a href="fixed__point_8h_source.xhtml#l00098">fixed_point.h:98</a></div></div>
+<div class="ttc" id="namespacecaffe__data__extractor_xhtml_a7aead736a07eaf25623ad7bfa1f0ee2d"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">caffe_data_extractor.type</a></div><div class="ttdeci">type</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
 <div class="ttc" id="fixed__point_8h_xhtml_a23fb01b6f3453cc0e48a026fd44f6acd"><div class="ttname"><a href="fixed__point_8h.xhtml#a23fb01b6f3453cc0e48a026fd44f6acd">CONVERT_SAT</a></div><div class="ttdeci">#define CONVERT_SAT(x, type)</div><div class="ttdef"><b>Definition:</b> <a href="fixed__point_8h_source.xhtml#l00103">fixed_point.h:103</a></div></div>
 </div><!-- fragment -->
 <p>Saturate division of two fixed point vectors. </p>
@@ -1368,7 +1357,7 @@
       </table>
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-<p>Definition at line <a class="el" href="fixed__point_8h_source.xhtml#l00367">367</a> of file <a class="el" href="fixed__point_8h_source.xhtml">fixed_point.h</a>.</p>
+<p>Definition at line <a class="el" href="fixed__point_8h_source.xhtml#l00372">372</a> of file <a class="el" href="fixed__point_8h_source.xhtml">fixed_point.h</a>.</p>
 
 </div>
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@@ -1408,7 +1397,7 @@
       </table>
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-<p>Definition at line <a class="el" href="fixed__point_8h_source.xhtml#l00366">366</a> of file <a class="el" href="fixed__point_8h_source.xhtml">fixed_point.h</a>.</p>
+<p>Definition at line <a class="el" href="fixed__point_8h_source.xhtml#l00371">371</a> of file <a class="el" href="fixed__point_8h_source.xhtml">fixed_point.h</a>.</p>
 
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@@ -1441,33 +1430,15 @@
         </tr>
       </table>
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-<b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a> exp_sat_##<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>(<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a> VopA, <span class="keywordtype">int</span> fixed_point_position)                                                                               \</div>
-<div class="line">    {                                                                                                                                             <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">\</a></div>
-<div class="line"><a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">        type</a> const_one = (<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>)(1 &lt;&lt; (fixed_point_position));                                                                                     <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">\</a></div>
-<div class="line"><a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">        type</a> ln2       = (<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>)((((0x58B9 &gt;&gt; (14 - fixed_point_position))) + 1) &gt;&gt; 1);                                                            <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">\</a></div>
-<div class="line"><a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">        type</a> inv_ln2   = (<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>)((((0x38AA &gt;&gt; (14 - fixed_point_position)) + 1) &gt;&gt; 1)) | const_one;                                                <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">\</a></div>
-<div class="line"><a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">        type</a> <a class="code" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29">A</a>         = (<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>)(((0x7FBA &gt;&gt; (14 - fixed_point_position)) + 1) &gt;&gt; 1);                                                              <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">\</a></div>
-<div class="line"><a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">        type</a> <a class="code" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571">B</a>         = (<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>)(((0x3FE9 &gt;&gt; (14 - fixed_point_position)) + 1) &gt;&gt; 1);                                                              <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">\</a></div>
-<div class="line"><a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">        type</a> C         = (<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>)(((0x1693 &gt;&gt; (14 - fixed_point_position)) + 1) &gt;&gt; 1);                                                              <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">\</a></div>
-<div class="line"><a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">        type</a> D         = (<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>)(((0x0592 &gt;&gt; (14 - fixed_point_position)) + 1) &gt;&gt; 1);                                                              <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">\</a></div>
-<div class="line"><a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">        type</a> m         = <a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(VopA, inv_ln2, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position);                                                     <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">\</a></div>
-<div class="line"><a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">        type</a> dec_m     = m &gt;&gt; (<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>)fixed_point_position;                                                                                         <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">\</a></div>
-<div class="line"><a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">        type</a> alpha     = <a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(dec_m &lt;&lt; (<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>)fixed_point_position, ln2, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position);                          \</div>
-<div class="line">        alpha          = <a class="code" href="fixed__point_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(abs_diff(VopA, alpha), <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>);                                                                                    <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">\</a></div>
-<div class="line"><a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">        type</a> <a class="code" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">sum</a>       = add_sat(<a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(alpha, D, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position), C);                                              <a class="code" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">\</a></div>
-<div class="line"><a class="code" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">        sum</a>            = add_sat(<a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(alpha, sum, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position), B);                                            <a class="code" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">\</a></div>
-<div class="line"><a class="code" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">        sum</a>            = add_sat(<a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(alpha, sum, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position), A);                                            <a class="code" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">\</a></div>
-<div class="line"><a class="code" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">        sum</a>            = add_sat(<a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(alpha, sum, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position), const_one);                                    \</div>
-<div class="line">        return select((<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>)stype##_MAX, select(sum &lt;&lt; dec_m, sum &gt;&gt; -dec_m, dec_m &lt; (<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>)0), <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#aa43c67a536c661ec28398d06bc8ba5af">clz</a>(sum) &gt; dec_m); <span class="comment">/* Saturate result if needed */</span> \</div>
-<div class="line">    }</div>
-<div class="ttc" id="namespacearm__compute_xhtml_a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29"><div class="ttname"><a href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29">arm_compute::Channel::A</a></div><div class="ttdoc">Alpha channel. </div></div>
+<b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a> exp_sat_##<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>(<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a> VopA, <span class="keywordtype">int</span> fixed_point_position)                                                                               \</div><div class="line">    {                                                                                                                                             <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">\</a></div><div class="line"><a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">        type</a> const_one = (<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>)(1 &lt;&lt; (fixed_point_position));                                                                                     <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">\</a></div><div class="line"><a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">        type</a> ln2       = (<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>)((((0x58B9 &gt;&gt; (14 - fixed_point_position))) + 1) &gt;&gt; 1);                                                            <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">\</a></div><div class="line"><a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">        type</a> inv_ln2   = (<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>)((((0x38AA &gt;&gt; (14 - fixed_point_position)) + 1) &gt;&gt; 1)) | const_one;                                                <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">\</a></div><div class="line"><a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">        type</a> <a class="code" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29">A</a>         = (<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>)(((0x7FBA &gt;&gt; (14 - fixed_point_position)) + 1) &gt;&gt; 1);                                                              <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">\</a></div><div class="line"><a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">        type</a> <a class="code" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571">B</a>         = (<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>)(((0x3FE9 &gt;&gt; (14 - fixed_point_position)) + 1) &gt;&gt; 1);                                                              <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">\</a></div><div class="line"><a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">        type</a> C         = (<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>)(((0x1693 &gt;&gt; (14 - fixed_point_position)) + 1) &gt;&gt; 1);                                                              <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">\</a></div><div class="line"><a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">        type</a> D         = (<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>)(((0x0592 &gt;&gt; (14 - fixed_point_position)) + 1) &gt;&gt; 1);                                                              <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">\</a></div><div class="line"><a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">        type</a> m         = <a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(VopA, inv_ln2, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position);                                                     <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">\</a></div><div class="line"><a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">        type</a> dec_m     = m &gt;&gt; (<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>)fixed_point_position;                                                                                         <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">\</a></div><div class="line"><a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">        type</a> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">alpha</a>     = <a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(dec_m &lt;&lt; (<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>)fixed_point_position, ln2, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position);                          <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">\</a></div><div class="line"><a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">        alpha</a>          = <a class="code" href="fixed__point_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(abs_diff(VopA, alpha), <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>);                                                                                    <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">\</a></div><div class="line"><a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">        type</a> <a class="code" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">sum</a>       = add_sat(<a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(alpha, D, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position), C);                                              <a class="code" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">\</a></div><div class="line"><a class="code" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">        sum</a>            = add_sat(<a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(alpha, sum, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position), B);                                            <a class="code" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">\</a></div><div class="line"><a class="code" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">        sum</a>            = add_sat(<a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(alpha, sum, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position), A);                                            <a class="code" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">\</a></div><div class="line"><a class="code" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">        sum</a>            = add_sat(<a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(alpha, sum, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position), const_one);                                    \</div><div class="line">        return select((<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>)stype##_MAX, select(sum &lt;&lt; dec_m, sum &gt;&gt; -dec_m, dec_m &lt; (<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>)0), <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#aa43c67a536c661ec28398d06bc8ba5af">clz</a>(sum) &gt; dec_m); <span class="comment">/* Saturate result if needed */</span> \</div><div class="line">    }</div><div class="ttc" id="namespacearm__compute_xhtml_a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29"><div class="ttname"><a href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29">arm_compute::Channel::A</a></div><div class="ttdoc">Alpha channel. </div></div>
 <div class="ttc" id="fixed__point_8h_xhtml_aa8d95ba04fc73845abc6045952cae5be"><div class="ttname"><a href="fixed__point_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a></div><div class="ttdeci">#define CONVERT(x, type)</div><div class="ttdef"><b>Definition:</b> <a href="fixed__point_8h_source.xhtml#l00098">fixed_point.h:98</a></div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571"><div class="ttname"><a href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571">arm_compute::Channel::B</a></div><div class="ttdoc">Blue channel. </div></div>
 <div class="ttc" id="reduction__operation_8cl_xhtml_ab0df00f5333da51860deb93deb44a782"><div class="ttname"><a href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">sum</a></div><div class="ttdeci">DATA_TYPE sum(__global const DATA_TYPE *input)</div><div class="ttdoc">Calculate sum of a vector. </div><div class="ttdef"><b>Definition:</b> <a href="reduction__operation_8cl_source.xhtml#l00052">reduction_operation.cl:52</a></div></div>
 <div class="ttc" id="hwc_8hpp_xhtml_ab2c6b258f02add8fdf4cfc7c371dd772"><div class="ttname"><a href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a></div><div class="ttdeci">uint32_t size</div><div class="ttdef"><b>Definition:</b> <a href="hwc_8hpp_source.xhtml#l00276">hwc.hpp:276</a></div></div>
-<div class="ttc" id="namespacemali__userspace_xhtml_ad44b615021ed3ccb734fcaf583ef4a03"><div class="ttname"><a href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">mali_userspace::type</a></div><div class="ttdeci">uint32_t type</div><div class="ttdef"><b>Definition:</b> <a href="hwc_8hpp_source.xhtml#l00204">hwc.hpp:204</a></div></div>
+<div class="ttc" id="namespacecaffe__data__extractor_xhtml_a7aead736a07eaf25623ad7bfa1f0ee2d"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">caffe_data_extractor.type</a></div><div class="ttdeci">type</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
 <div class="ttc" id="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail_xhtml_aa43c67a536c661ec28398d06bc8ba5af"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#aa43c67a536c661ec28398d06bc8ba5af">arm_compute::test::fixed_point_arithmetic::detail::clz</a></div><div class="ttdeci">constexpr int clz(T value)</div><div class="ttdoc">Count the number of leading zero bits in the given value. </div><div class="ttdef"><b>Definition:</b> <a href="tests_2validation_2_fixed_point_8h_source.xhtml#l00276">FixedPoint.h:276</a></div></div>
 <div class="ttc" id="fixed__point_8h_xhtml_a6b559f5128a43015ffc6c855cf84c243"><div class="ttname"><a href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a></div><div class="ttdeci">#define MUL_SAT_OP_EXPAND(a, b, type, size, position)</div><div class="ttdef"><b>Definition:</b> <a href="fixed__point_8h_source.xhtml#l00258">fixed_point.h:258</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a62197192f0fbf4e0675eb37be1c4c175"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a62197192f0fbf4e0675eb37be1c4c175">arm_compute::test::validation::alpha</a></div><div class="ttdeci">alpha</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00109">GEMM.cpp:109</a></div></div>
 </div><!-- fragment -->
 <p>Saturate exponential of a fixed point vector. </p>
 <dl class="section note"><dt>Note</dt><dd>Implemented approach uses taylor polynomial to approximate the exponential function.</dd></dl>
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-<b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a> invsqrt_sat_##<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>(<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a> VopA, <span class="keywordtype">int</span> fixed_point_position)                                                                                                                                                                \</div>
-<div class="line">    {                                                                                                                                                                                                                                  <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">\</a></div>
-<div class="line"><a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">        type</a> const_three = (<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>)(3 &lt;&lt; (fixed_point_position));                                                                                                                                                                        <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">\</a></div>
-<div class="line"><a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">        type</a> shift_value = (<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>)(16 - stype##_SHIFT) - (<a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#aa43c67a536c661ec28398d06bc8ba5af">clz</a>(VopA) + (<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>)fixed_point_position);                                                                                                                                      <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">\</a></div>
-<div class="line"><a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">        type</a> temp        = select((<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>)(VopA &gt;&gt; shift_value), select((<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>)stype##_MAX, (<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>)(VopA &lt;&lt; (-shift_value)), (<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>)(<a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#aa43c67a536c661ec28398d06bc8ba5af">clz</a>(VopA) &gt; (-shift_value))), (<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>)(shift_value &lt; (<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>)0));                                          <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">\</a></div>
-<div class="line"><a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">        type</a> x           = temp;                                                                                                                                                                                                       \</div>
-<div class="line">        x                = <a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(x, sub_sat(const_three, <a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(<a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(x, x, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position), temp, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position)), stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position) &gt;&gt; 1; \</div>
-<div class="line">        x                = <a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(x, sub_sat(const_three, <a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(<a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(x, x, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position), temp, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position)), stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position) &gt;&gt; 1; \</div>
-<div class="line">        x                = <a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(x, sub_sat(const_three, <a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(<a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(x, x, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position), temp, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position)), stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position) &gt;&gt; 1; \</div>
-<div class="line">        if(<span class="keyword">sizeof</span>((stype)(1)) &gt; 1) <span class="comment">/* Perform more iterations if datatype is QS16 */</span>                                                                                                                                                   \</div>
-<div class="line">        {                                                                                                                                                                                                                              \</div>
-<div class="line">            x = <a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(x, sub_sat(const_three, <a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(<a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(x, x, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position), temp, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position)), stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position) &gt;&gt; 1;            \</div>
-<div class="line">            x = <a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(x, sub_sat(const_three, <a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(<a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(x, x, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position), temp, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position)), stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position) &gt;&gt; 1;            \</div>
-<div class="line">        }                                                                                                                                                                                                                              <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">\</a></div>
-<div class="line"><a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">        type</a> shift_value2 = select(shift_value &gt;&gt; 1, (-shift_value) &gt;&gt; 1, shift_value &lt; (<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>)0);                                                                                                                                      \</div>
-<div class="line">        return select((<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>)(x &gt;&gt; shift_value2), select((<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>)stype##_MAX, (<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>)(x &lt;&lt; shift_value2), (<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>)(<a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#aa43c67a536c661ec28398d06bc8ba5af">clz</a>(x) &gt; shift_value2)), (<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>)(shift_value &lt; (<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>)0)); <span class="comment">/* Saturate result if needed */</span>                                  \</div>
-<div class="line">    }</div>
-<div class="ttc" id="hwc_8hpp_xhtml_ab2c6b258f02add8fdf4cfc7c371dd772"><div class="ttname"><a href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a></div><div class="ttdeci">uint32_t size</div><div class="ttdef"><b>Definition:</b> <a href="hwc_8hpp_source.xhtml#l00276">hwc.hpp:276</a></div></div>
-<div class="ttc" id="namespacemali__userspace_xhtml_ad44b615021ed3ccb734fcaf583ef4a03"><div class="ttname"><a href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">mali_userspace::type</a></div><div class="ttdeci">uint32_t type</div><div class="ttdef"><b>Definition:</b> <a href="hwc_8hpp_source.xhtml#l00204">hwc.hpp:204</a></div></div>
+<b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a> invsqrt_sat_##<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>(<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a> VopA, <span class="keywordtype">int</span> fixed_point_position)                                                                                                                                                                \</div><div class="line">    {                                                                                                                                                                                                                                  <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">\</a></div><div class="line"><a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">        type</a> const_three = (<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>)(3 &lt;&lt; (fixed_point_position));                                                                                                                                                                        <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">\</a></div><div class="line"><a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">        type</a> shift_value = (<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>)(16 - stype##_SHIFT) - (<a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#aa43c67a536c661ec28398d06bc8ba5af">clz</a>(VopA) + (<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>)fixed_point_position);                                                                                                                                      <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">\</a></div><div class="line"><a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">        type</a> temp        = select((<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>)(VopA &gt;&gt; shift_value), select((<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>)stype##_MAX, (<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>)(VopA &lt;&lt; (-shift_value)), (<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>)(<a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#aa43c67a536c661ec28398d06bc8ba5af">clz</a>(VopA) &gt; (-shift_value))), (<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>)(shift_value &lt; (<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>)0));                                          <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">\</a></div><div class="line"><a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">        type</a> x           = temp;                                                                                                                                                                                                       \</div><div class="line">        x                = <a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(x, sub_sat(const_three, <a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(<a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(x, x, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position), temp, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position)), stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position) &gt;&gt; 1; \</div><div class="line">        x                = <a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(x, sub_sat(const_three, <a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(<a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(x, x, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position), temp, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position)), stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position) &gt;&gt; 1; \</div><div class="line">        x                = <a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(x, sub_sat(const_three, <a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(<a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(x, x, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position), temp, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position)), stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position) &gt;&gt; 1; \</div><div class="line">        if(<span class="keyword">sizeof</span>((stype)(1)) &gt; 1) <span class="comment">/* Perform more iterations if datatype is QS16 */</span>                                                                                                                                                   \</div><div class="line">        {                                                                                                                                                                                                                              \</div><div class="line">            x = <a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(x, sub_sat(const_three, <a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(<a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(x, x, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position), temp, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position)), stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position) &gt;&gt; 1;            \</div><div class="line">            x = <a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(x, sub_sat(const_three, <a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(<a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(x, x, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position), temp, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position)), stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position) &gt;&gt; 1;            \</div><div class="line">        }                                                                                                                                                                                                                              <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">\</a></div><div class="line"><a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">        type</a> shift_value2 = select(shift_value &gt;&gt; 1, (-shift_value) &gt;&gt; 1, shift_value &lt; (<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>)0);                                                                                                                                      \</div><div class="line">        return select((<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>)(x &gt;&gt; shift_value2), select((<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>)stype##_MAX, (<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>)(x &lt;&lt; shift_value2), (<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>)(<a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#aa43c67a536c661ec28398d06bc8ba5af">clz</a>(x) &gt; shift_value2)), (<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>)(shift_value &lt; (<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>)0)); <span class="comment">/* Saturate result if needed */</span>                                  \</div><div class="line">    }</div><div class="ttc" id="hwc_8hpp_xhtml_ab2c6b258f02add8fdf4cfc7c371dd772"><div class="ttname"><a href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a></div><div class="ttdeci">uint32_t size</div><div class="ttdef"><b>Definition:</b> <a href="hwc_8hpp_source.xhtml#l00276">hwc.hpp:276</a></div></div>
+<div class="ttc" id="namespacecaffe__data__extractor_xhtml_a7aead736a07eaf25623ad7bfa1f0ee2d"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">caffe_data_extractor.type</a></div><div class="ttdeci">type</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
 <div class="ttc" id="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail_xhtml_aa43c67a536c661ec28398d06bc8ba5af"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#aa43c67a536c661ec28398d06bc8ba5af">arm_compute::test::fixed_point_arithmetic::detail::clz</a></div><div class="ttdeci">constexpr int clz(T value)</div><div class="ttdoc">Count the number of leading zero bits in the given value. </div><div class="ttdef"><b>Definition:</b> <a href="tests_2validation_2_fixed_point_8h_source.xhtml#l00276">FixedPoint.h:276</a></div></div>
 <div class="ttc" id="fixed__point_8h_xhtml_a6b559f5128a43015ffc6c855cf84c243"><div class="ttname"><a href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a></div><div class="ttdeci">#define MUL_SAT_OP_EXPAND(a, b, type, size, position)</div><div class="ttdef"><b>Definition:</b> <a href="fixed__point_8h_source.xhtml#l00258">fixed_point.h:258</a></div></div>
 </div><!-- fragment -->
@@ -1656,7 +1610,7 @@
 </dl>
 <dl class="section return"><dt>Returns</dt><dd>The result of the fixed point inverse square root. The result is saturated in case of overflow </dd></dl>
 
-<p>Definition at line <a class="el" href="fixed__point_8h_source.xhtml#l00417">417</a> of file <a class="el" href="fixed__point_8h_source.xhtml">fixed_point.h</a>.</p>
+<p>Definition at line <a class="el" href="fixed__point_8h_source.xhtml#l00422">422</a> of file <a class="el" href="fixed__point_8h_source.xhtml">fixed_point.h</a>.</p>
 
 </div>
 </div>
@@ -1696,7 +1650,7 @@
       </table>
 </div><div class="memdoc">
 
-<p>Definition at line <a class="el" href="fixed__point_8h_source.xhtml#l00405">405</a> of file <a class="el" href="fixed__point_8h_source.xhtml">fixed_point.h</a>.</p>
+<p>Definition at line <a class="el" href="fixed__point_8h_source.xhtml#l00410">410</a> of file <a class="el" href="fixed__point_8h_source.xhtml">fixed_point.h</a>.</p>
 
 </div>
 </div>
@@ -1736,7 +1690,7 @@
       </table>
 </div><div class="memdoc">
 
-<p>Definition at line <a class="el" href="fixed__point_8h_source.xhtml#l00404">404</a> of file <a class="el" href="fixed__point_8h_source.xhtml">fixed_point.h</a>.</p>
+<p>Definition at line <a class="el" href="fixed__point_8h_source.xhtml#l00409">409</a> of file <a class="el" href="fixed__point_8h_source.xhtml">fixed_point.h</a>.</p>
 
 </div>
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@@ -1769,31 +1723,12 @@
         </tr>
       </table>
 </div><div class="memdoc">
-<b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a> log_sat_##<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>(<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a> VopA, <span class="keywordtype">int</span> fixed_point_position)                                                                        \</div>
-<div class="line">    {                                                                                                                                      <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">\</a></div>
-<div class="line"><a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">        type</a> const_one = (<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>)(1 &lt;&lt; (fixed_point_position));                                                                              <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">\</a></div>
-<div class="line"><a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">        type</a> ln2       = (<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>)(0x58B9 &gt;&gt; (15 - fixed_point_position));  <span class="comment">/* 1.4384189 */</span>                                                   <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">\</a></div>
-<div class="line"><a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">        type</a> <a class="code" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29">A</a>         = (<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>)(0x5C0F &gt;&gt; (14 - fixed_point_position));  <span class="comment">/* 1.4384189 */</span>                                                   <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">\</a></div>
-<div class="line"><a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">        type</a> <a class="code" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571">B</a>         = -(<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>)(0x56AE &gt;&gt; (15 - fixed_point_position)); <span class="comment">/* -0.6771900 */</span>                                                  <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">\</a></div>
-<div class="line"><a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">        type</a> C         = (<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>)(0x2933 &gt;&gt; (15 - fixed_point_position));  <span class="comment">/* 0.3218538 */</span>                                                   <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">\</a></div>
-<div class="line"><a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">        type</a> D         = -(<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>)(0x0AA7 &gt;&gt; (15 - fixed_point_position)); <span class="comment">/* -0.0832229 */</span>                                                  <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">\</a></div>
-<div class="line"><a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">        type</a> inter_a   = select(VopA, <a class="code" href="fixed__point_8h.xhtml#a774126960511e4d827f0d2d3d68abe97">DIV_SAT_OP_VEC_EXPAND</a>(const_one, VopA, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position), VopA &lt; const_one);        <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">\</a></div>
-<div class="line"><a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">        type</a> shift_val = (<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>)(15 - stype##_SHIFT) - <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#aa43c67a536c661ec28398d06bc8ba5af">clz</a>(inter_a &gt;&gt; (<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>)fixed_point_position);                                          \</div>
-<div class="line">        inter_a        = inter_a &gt;&gt; shift_val;                                                                                             \</div>
-<div class="line">        inter_a        = sub_sat(inter_a, const_one);                                                                                      <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">\</a></div>
-<div class="line"><a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">        type</a> <a class="code" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">sum</a>       = add_sat(<a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(inter_a, D, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position), C);                                     <a class="code" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">\</a></div>
-<div class="line"><a class="code" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">        sum</a>            = add_sat(<a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(inter_a, sum, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position), B);                                   <a class="code" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">\</a></div>
-<div class="line"><a class="code" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">        sum</a>            = add_sat(<a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(inter_a, sum, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position), A);                                   <a class="code" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">\</a></div>
-<div class="line"><a class="code" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">        sum</a>            = <a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(inter_a, sum, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position);                                               <a class="code" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">\</a></div>
-<div class="line"><a class="code" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">        sum</a>            = <a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(add_sat(sum, shift_val &lt;&lt; (<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>)fixed_point_position), ln2, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position); \</div>
-<div class="line">        return select(select(sum, -sum, VopA &lt; const_one), (<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>)0, VopA &lt; (<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>)0); <span class="comment">/* Saturate result if needed */</span>                       \</div>
-<div class="line">    }</div>
-<div class="ttc" id="namespacearm__compute_xhtml_a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29"><div class="ttname"><a href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29">arm_compute::Channel::A</a></div><div class="ttdoc">Alpha channel. </div></div>
+<b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a> log_sat_##<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>(<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a> VopA, <span class="keywordtype">int</span> fixed_point_position)                                                                        \</div><div class="line">    {                                                                                                                                      <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">\</a></div><div class="line"><a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">        type</a> const_one = (<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>)(1 &lt;&lt; (fixed_point_position));                                                                              <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">\</a></div><div class="line"><a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">        type</a> ln2       = (<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>)(0x58B9 &gt;&gt; (15 - fixed_point_position));  <span class="comment">/* 1.4384189 */</span>                                                   <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">\</a></div><div class="line"><a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">        type</a> <a class="code" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29">A</a>         = (<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>)(0x5C0F &gt;&gt; (14 - fixed_point_position));  <span class="comment">/* 1.4384189 */</span>                                                   <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">\</a></div><div class="line"><a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">        type</a> <a class="code" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571">B</a>         = -(<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>)(0x56AE &gt;&gt; (15 - fixed_point_position)); <span class="comment">/* -0.6771900 */</span>                                                  <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">\</a></div><div class="line"><a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">        type</a> C         = (<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>)(0x2933 &gt;&gt; (15 - fixed_point_position));  <span class="comment">/* 0.3218538 */</span>                                                   <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">\</a></div><div class="line"><a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">        type</a> D         = -(<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>)(0x0AA7 &gt;&gt; (15 - fixed_point_position)); <span class="comment">/* -0.0832229 */</span>                                                  <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">\</a></div><div class="line"><a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">        type</a> inter_a   = select(VopA, <a class="code" href="fixed__point_8h.xhtml#a774126960511e4d827f0d2d3d68abe97">DIV_SAT_OP_VEC_EXPAND</a>(const_one, VopA, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position), VopA &lt; const_one);        <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">\</a></div><div class="line"><a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">        type</a> shift_val = (<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>)(15 - stype##_SHIFT) - <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#aa43c67a536c661ec28398d06bc8ba5af">clz</a>(inter_a &gt;&gt; (<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>)fixed_point_position);                                          \</div><div class="line">        inter_a        = inter_a &gt;&gt; shift_val;                                                                                             \</div><div class="line">        inter_a        = sub_sat(inter_a, const_one);                                                                                      <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">\</a></div><div class="line"><a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">        type</a> <a class="code" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">sum</a>       = add_sat(<a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(inter_a, D, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position), C);                                     <a class="code" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">\</a></div><div class="line"><a class="code" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">        sum</a>            = add_sat(<a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(inter_a, sum, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position), B);                                   <a class="code" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">\</a></div><div class="line"><a class="code" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">        sum</a>            = add_sat(<a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(inter_a, sum, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position), A);                                   <a class="code" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">\</a></div><div class="line"><a class="code" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">        sum</a>            = <a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(inter_a, sum, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position);                                               <a class="code" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">\</a></div><div class="line"><a class="code" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">        sum</a>            = <a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(add_sat(sum, shift_val &lt;&lt; (<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>)fixed_point_position), ln2, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position); \</div><div class="line">        return select(select(sum, -sum, VopA &lt; const_one), (<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>)0, VopA &lt; (<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>)0); <span class="comment">/* Saturate result if needed */</span>                       \</div><div class="line">    }</div><div class="ttc" id="namespacearm__compute_xhtml_a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29"><div class="ttname"><a href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa7fc56270e7a70fa81a5935b72eacbe29">arm_compute::Channel::A</a></div><div class="ttdoc">Alpha channel. </div></div>
 <div class="ttc" id="namespacearm__compute_xhtml_a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571"><div class="ttname"><a href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aa9d5ed678fe57bcca610140957afab571">arm_compute::Channel::B</a></div><div class="ttdoc">Blue channel. </div></div>
 <div class="ttc" id="reduction__operation_8cl_xhtml_ab0df00f5333da51860deb93deb44a782"><div class="ttname"><a href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">sum</a></div><div class="ttdeci">DATA_TYPE sum(__global const DATA_TYPE *input)</div><div class="ttdoc">Calculate sum of a vector. </div><div class="ttdef"><b>Definition:</b> <a href="reduction__operation_8cl_source.xhtml#l00052">reduction_operation.cl:52</a></div></div>
 <div class="ttc" id="hwc_8hpp_xhtml_ab2c6b258f02add8fdf4cfc7c371dd772"><div class="ttname"><a href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a></div><div class="ttdeci">uint32_t size</div><div class="ttdef"><b>Definition:</b> <a href="hwc_8hpp_source.xhtml#l00276">hwc.hpp:276</a></div></div>
 <div class="ttc" id="fixed__point_8h_xhtml_a774126960511e4d827f0d2d3d68abe97"><div class="ttname"><a href="fixed__point_8h.xhtml#a774126960511e4d827f0d2d3d68abe97">DIV_SAT_OP_VEC_EXPAND</a></div><div class="ttdeci">#define DIV_SAT_OP_VEC_EXPAND(a, b, type, size, position)</div><div class="ttdef"><b>Definition:</b> <a href="fixed__point_8h_source.xhtml#l00329">fixed_point.h:329</a></div></div>
-<div class="ttc" id="namespacemali__userspace_xhtml_ad44b615021ed3ccb734fcaf583ef4a03"><div class="ttname"><a href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">mali_userspace::type</a></div><div class="ttdeci">uint32_t type</div><div class="ttdef"><b>Definition:</b> <a href="hwc_8hpp_source.xhtml#l00204">hwc.hpp:204</a></div></div>
+<div class="ttc" id="namespacecaffe__data__extractor_xhtml_a7aead736a07eaf25623ad7bfa1f0ee2d"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">caffe_data_extractor.type</a></div><div class="ttdeci">type</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
 <div class="ttc" id="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail_xhtml_aa43c67a536c661ec28398d06bc8ba5af"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#aa43c67a536c661ec28398d06bc8ba5af">arm_compute::test::fixed_point_arithmetic::detail::clz</a></div><div class="ttdeci">constexpr int clz(T value)</div><div class="ttdoc">Count the number of leading zero bits in the given value. </div><div class="ttdef"><b>Definition:</b> <a href="tests_2validation_2_fixed_point_8h_source.xhtml#l00276">FixedPoint.h:276</a></div></div>
 <div class="ttc" id="fixed__point_8h_xhtml_a6b559f5128a43015ffc6c855cf84c243"><div class="ttname"><a href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a></div><div class="ttdeci">#define MUL_SAT_OP_EXPAND(a, b, type, size, position)</div><div class="ttdef"><b>Definition:</b> <a href="fixed__point_8h_source.xhtml#l00258">fixed_point.h:258</a></div></div>
 </div><!-- fragment -->
@@ -1809,7 +1744,7 @@
 </dl>
 <dl class="section return"><dt>Returns</dt><dd>The result of the fixed point logarithm. The result is saturated in case of overflow </dd></dl>
 
-<p>Definition at line <a class="el" href="fixed__point_8h_source.xhtml#l00379">379</a> of file <a class="el" href="fixed__point_8h_source.xhtml">fixed_point.h</a>.</p>
+<p>Definition at line <a class="el" href="fixed__point_8h_source.xhtml#l00384">384</a> of file <a class="el" href="fixed__point_8h_source.xhtml">fixed_point.h</a>.</p>
 
 </div>
 </div>
@@ -1906,11 +1841,7 @@
         </tr>
       </table>
 </div><div class="memdoc">
-<b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a> max_##<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>(<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a> VopA, <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a> VopB) \</div>
-<div class="line">    {                                            \</div>
-<div class="line">        return <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ad91bb73431b4de1f4946ed949d444849">max</a>(VopA, VopB);                  \</div>
-<div class="line">    }</div>
-<div class="ttc" id="namespacemali__userspace_xhtml_ad44b615021ed3ccb734fcaf583ef4a03"><div class="ttname"><a href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">mali_userspace::type</a></div><div class="ttdeci">uint32_t type</div><div class="ttdef"><b>Definition:</b> <a href="hwc_8hpp_source.xhtml#l00204">hwc.hpp:204</a></div></div>
+<b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a> max_##<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>(<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a> VopA, <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a> VopB) \</div><div class="line">    {                                            \</div><div class="line">        return <a class="code" href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ad91bb73431b4de1f4946ed949d444849">max</a>(VopA, VopB);                  \</div><div class="line">    }</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a7aead736a07eaf25623ad7bfa1f0ee2d"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">caffe_data_extractor.type</a></div><div class="ttdeci">type</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
 <div class="ttc" id="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail_xhtml_ad91bb73431b4de1f4946ed949d444849"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1fixed__point__arithmetic_1_1detail.xhtml#ad91bb73431b4de1f4946ed949d444849">arm_compute::test::fixed_point_arithmetic::detail::max</a></div><div class="ttdeci">fixed_point&lt; T &gt; max(fixed_point&lt; T &gt; x, fixed_point&lt; T &gt; y)</div><div class="ttdef"><b>Definition:</b> <a href="tests_2validation_2_fixed_point_8h_source.xhtml#l00889">FixedPoint.h:889</a></div></div>
 </div><!-- fragment -->
 <p>Computes max of fixed point types. </p>
@@ -2157,13 +2088,8 @@
         </tr>
       </table>
 </div><div class="memdoc">
-<b>Value:</b><div class="fragment"><div class="line">itype mlal_sat_##<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>(itype VopA, <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a> VopB, <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a> VopC, <span class="keywordtype">int</span> fixed_point_position)                              \</div>
-<div class="line">    {                                                                                                              \</div>
-<div class="line">        itype res = mad_sat(<a class="code" href="fixed__point_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(VopB, itype), <a class="code" href="fixed__point_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(VopC, itype), (itype)(1 &lt;&lt; (fixed_point_position - 1))); \</div>
-<div class="line">        return add_sat(VopA, res &gt;&gt; (itype)fixed_point_position);                                                  \</div>
-<div class="line">    }</div>
-<div class="ttc" id="fixed__point_8h_xhtml_aa8d95ba04fc73845abc6045952cae5be"><div class="ttname"><a href="fixed__point_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a></div><div class="ttdeci">#define CONVERT(x, type)</div><div class="ttdef"><b>Definition:</b> <a href="fixed__point_8h_source.xhtml#l00098">fixed_point.h:98</a></div></div>
-<div class="ttc" id="namespacemali__userspace_xhtml_ad44b615021ed3ccb734fcaf583ef4a03"><div class="ttname"><a href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">mali_userspace::type</a></div><div class="ttdeci">uint32_t type</div><div class="ttdef"><b>Definition:</b> <a href="hwc_8hpp_source.xhtml#l00204">hwc.hpp:204</a></div></div>
+<b>Value:</b><div class="fragment"><div class="line">itype mlal_sat_##<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>(itype VopA, <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a> VopB, <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a> VopC, <span class="keywordtype">int</span> fixed_point_position)                              \</div><div class="line">    {                                                                                                              \</div><div class="line">        itype res = mad_sat(<a class="code" href="fixed__point_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(VopB, itype), <a class="code" href="fixed__point_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(VopC, itype), (itype)(1 &lt;&lt; (fixed_point_position - 1))); \</div><div class="line">        return add_sat(VopA, res &gt;&gt; (itype)fixed_point_position);                                                  \</div><div class="line">    }</div><div class="ttc" id="fixed__point_8h_xhtml_aa8d95ba04fc73845abc6045952cae5be"><div class="ttname"><a href="fixed__point_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a></div><div class="ttdeci">#define CONVERT(x, type)</div><div class="ttdef"><b>Definition:</b> <a href="fixed__point_8h_source.xhtml#l00098">fixed_point.h:98</a></div></div>
+<div class="ttc" id="namespacecaffe__data__extractor_xhtml_a7aead736a07eaf25623ad7bfa1f0ee2d"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">caffe_data_extractor.type</a></div><div class="ttdeci">type</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
 </div><!-- fragment -->
 <p>Saturate multiply-accumulate long. </p>
 <dl class="params"><dt>Parameters</dt><dd>
@@ -2202,13 +2128,8 @@
         </tr>
       </table>
 </div><div class="memdoc">
-<b>Value:</b><div class="fragment"><div class="line"><a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a> mla_sat_##<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>(<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a> VopA, <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a> VopB, <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a> VopC, <span class="keywordtype">int</span> fixed_point_position)                                 \</div>
-<div class="line">    {                                                                                                              \</div>
-<div class="line">        itype res = mad_sat(<a class="code" href="fixed__point_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(VopB, itype), <a class="code" href="fixed__point_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(VopC, itype), (itype)(1 &lt;&lt; (fixed_point_position - 1))); \</div>
-<div class="line">        return add_sat(VopA, <a class="code" href="fixed__point_8h.xhtml#a23fb01b6f3453cc0e48a026fd44f6acd">CONVERT_SAT</a>(res &gt;&gt; (itype)fixed_point_position, <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>));                               \</div>
-<div class="line">    }</div>
-<div class="ttc" id="fixed__point_8h_xhtml_aa8d95ba04fc73845abc6045952cae5be"><div class="ttname"><a href="fixed__point_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a></div><div class="ttdeci">#define CONVERT(x, type)</div><div class="ttdef"><b>Definition:</b> <a href="fixed__point_8h_source.xhtml#l00098">fixed_point.h:98</a></div></div>
-<div class="ttc" id="namespacemali__userspace_xhtml_ad44b615021ed3ccb734fcaf583ef4a03"><div class="ttname"><a href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">mali_userspace::type</a></div><div class="ttdeci">uint32_t type</div><div class="ttdef"><b>Definition:</b> <a href="hwc_8hpp_source.xhtml#l00204">hwc.hpp:204</a></div></div>
+<b>Value:</b><div class="fragment"><div class="line"><a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a> mla_sat_##<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>(<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a> VopA, <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a> VopB, <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a> VopC, <span class="keywordtype">int</span> fixed_point_position)                                 \</div><div class="line">    {                                                                                                              \</div><div class="line">        itype res = mad_sat(<a class="code" href="fixed__point_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(VopB, itype), <a class="code" href="fixed__point_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(VopC, itype), (itype)(1 &lt;&lt; (fixed_point_position - 1))); \</div><div class="line">        return add_sat(VopA, <a class="code" href="fixed__point_8h.xhtml#a23fb01b6f3453cc0e48a026fd44f6acd">CONVERT_SAT</a>(res &gt;&gt; (itype)fixed_point_position, <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>));                               \</div><div class="line">    }</div><div class="ttc" id="fixed__point_8h_xhtml_aa8d95ba04fc73845abc6045952cae5be"><div class="ttname"><a href="fixed__point_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a></div><div class="ttdeci">#define CONVERT(x, type)</div><div class="ttdef"><b>Definition:</b> <a href="fixed__point_8h_source.xhtml#l00098">fixed_point.h:98</a></div></div>
+<div class="ttc" id="namespacecaffe__data__extractor_xhtml_a7aead736a07eaf25623ad7bfa1f0ee2d"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">caffe_data_extractor.type</a></div><div class="ttdeci">type</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
 <div class="ttc" id="fixed__point_8h_xhtml_a23fb01b6f3453cc0e48a026fd44f6acd"><div class="ttname"><a href="fixed__point_8h.xhtml#a23fb01b6f3453cc0e48a026fd44f6acd">CONVERT_SAT</a></div><div class="ttdeci">#define CONVERT_SAT(x, type)</div><div class="ttdef"><b>Definition:</b> <a href="fixed__point_8h_source.xhtml#l00103">fixed_point.h:103</a></div></div>
 </div><!-- fragment -->
 <p>Saturate multiply-accumulate. </p>
@@ -2432,14 +2353,8 @@
         </tr>
       </table>
 </div><div class="memdoc">
-<b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a> mul_##<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>(<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a> VopA, <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a> VopB, <span class="keywordtype">int</span> fixed_point_position)             \</div>
-<div class="line">    {                                                                                  \</div>
-<div class="line">        itype round_val = (itype)(1 &lt;&lt; (fixed_point_position - 1));                    \</div>
-<div class="line">        itype res       = <a class="code" href="fixed__point_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>((VopA), itype) * <a class="code" href="fixed__point_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>((VopB), itype) + round_val; \</div>
-<div class="line">        return <a class="code" href="fixed__point_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>((res &gt;&gt; (itype)fixed_point_position), <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>);                    \</div>
-<div class="line">    }</div>
-<div class="ttc" id="fixed__point_8h_xhtml_aa8d95ba04fc73845abc6045952cae5be"><div class="ttname"><a href="fixed__point_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a></div><div class="ttdeci">#define CONVERT(x, type)</div><div class="ttdef"><b>Definition:</b> <a href="fixed__point_8h_source.xhtml#l00098">fixed_point.h:98</a></div></div>
-<div class="ttc" id="namespacemali__userspace_xhtml_ad44b615021ed3ccb734fcaf583ef4a03"><div class="ttname"><a href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">mali_userspace::type</a></div><div class="ttdeci">uint32_t type</div><div class="ttdef"><b>Definition:</b> <a href="hwc_8hpp_source.xhtml#l00204">hwc.hpp:204</a></div></div>
+<b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a> mul_##<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>(<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a> VopA, <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a> VopB, <span class="keywordtype">int</span> fixed_point_position)             \</div><div class="line">    {                                                                                  \</div><div class="line">        itype round_val = (itype)(1 &lt;&lt; (fixed_point_position - 1));                    \</div><div class="line">        itype res       = <a class="code" href="fixed__point_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>((VopA), itype) * <a class="code" href="fixed__point_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>((VopB), itype) + round_val; \</div><div class="line">        return <a class="code" href="fixed__point_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>((res &gt;&gt; (itype)fixed_point_position), <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>);                    \</div><div class="line">    }</div><div class="ttc" id="fixed__point_8h_xhtml_aa8d95ba04fc73845abc6045952cae5be"><div class="ttname"><a href="fixed__point_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a></div><div class="ttdeci">#define CONVERT(x, type)</div><div class="ttdef"><b>Definition:</b> <a href="fixed__point_8h_source.xhtml#l00098">fixed_point.h:98</a></div></div>
+<div class="ttc" id="namespacecaffe__data__extractor_xhtml_a7aead736a07eaf25623ad7bfa1f0ee2d"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">caffe_data_extractor.type</a></div><div class="ttdeci">type</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
 </div><!-- fragment -->
 <p>Definition at line <a class="el" href="fixed__point_8h_source.xhtml#l00213">213</a> of file <a class="el" href="fixed__point_8h_source.xhtml">fixed_point.h</a>.</p>
 
@@ -2468,14 +2383,8 @@
         </tr>
       </table>
 </div><div class="memdoc">
-<b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a> mul_sat_##<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>(<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a> VopA, <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a> VopB, <span class="keywordtype">int</span> fixed_point_position)                \</div>
-<div class="line">    {                                                                                         \</div>
-<div class="line">        itype round_val = (itype)(1 &lt;&lt; (fixed_point_position - 1));                           \</div>
-<div class="line">        itype res       = mad_sat(<a class="code" href="fixed__point_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>((VopA), itype), <a class="code" href="fixed__point_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>((VopB), itype), round_val); \</div>
-<div class="line">        return <a class="code" href="fixed__point_8h.xhtml#a23fb01b6f3453cc0e48a026fd44f6acd">CONVERT_SAT</a>((res &gt;&gt; (itype)fixed_point_position), <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>);                       \</div>
-<div class="line">    }</div>
-<div class="ttc" id="fixed__point_8h_xhtml_aa8d95ba04fc73845abc6045952cae5be"><div class="ttname"><a href="fixed__point_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a></div><div class="ttdeci">#define CONVERT(x, type)</div><div class="ttdef"><b>Definition:</b> <a href="fixed__point_8h_source.xhtml#l00098">fixed_point.h:98</a></div></div>
-<div class="ttc" id="namespacemali__userspace_xhtml_ad44b615021ed3ccb734fcaf583ef4a03"><div class="ttname"><a href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">mali_userspace::type</a></div><div class="ttdeci">uint32_t type</div><div class="ttdef"><b>Definition:</b> <a href="hwc_8hpp_source.xhtml#l00204">hwc.hpp:204</a></div></div>
+<b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a> mul_sat_##<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>(<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a> VopA, <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a> VopB, <span class="keywordtype">int</span> fixed_point_position)                \</div><div class="line">    {                                                                                         \</div><div class="line">        itype round_val = (itype)(1 &lt;&lt; (fixed_point_position - 1));                           \</div><div class="line">        itype res       = mad_sat(<a class="code" href="fixed__point_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>((VopA), itype), <a class="code" href="fixed__point_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>((VopB), itype), round_val); \</div><div class="line">        return <a class="code" href="fixed__point_8h.xhtml#a23fb01b6f3453cc0e48a026fd44f6acd">CONVERT_SAT</a>((res &gt;&gt; (itype)fixed_point_position), <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>);                       \</div><div class="line">    }</div><div class="ttc" id="fixed__point_8h_xhtml_aa8d95ba04fc73845abc6045952cae5be"><div class="ttname"><a href="fixed__point_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a></div><div class="ttdeci">#define CONVERT(x, type)</div><div class="ttdef"><b>Definition:</b> <a href="fixed__point_8h_source.xhtml#l00098">fixed_point.h:98</a></div></div>
+<div class="ttc" id="namespacecaffe__data__extractor_xhtml_a7aead736a07eaf25623ad7bfa1f0ee2d"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">caffe_data_extractor.type</a></div><div class="ttdeci">type</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
 <div class="ttc" id="fixed__point_8h_xhtml_a23fb01b6f3453cc0e48a026fd44f6acd"><div class="ttname"><a href="fixed__point_8h.xhtml#a23fb01b6f3453cc0e48a026fd44f6acd">CONVERT_SAT</a></div><div class="ttdeci">#define CONVERT_SAT(x, type)</div><div class="ttdef"><b>Definition:</b> <a href="fixed__point_8h_source.xhtml#l00103">fixed_point.h:103</a></div></div>
 </div><!-- fragment -->
 <p>Definition at line <a class="el" href="fixed__point_8h_source.xhtml#l00236">236</a> of file <a class="el" href="fixed__point_8h_source.xhtml">fixed_point.h</a>.</p>
@@ -2985,14 +2894,11 @@
         </tr>
       </table>
 </div><div class="memdoc">
-<b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a> sqcvt_##<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>##_sat(<span class="keywordtype">float</span> a, <span class="keywordtype">int</span> fixed_point_position)                           \</div>
-<div class="line">    {                                                                                           \</div>
-<div class="line">        return <a class="code" href="fixed__point_8h.xhtml#a23fb01b6f3453cc0e48a026fd44f6acd">CONVERT_SAT</a>((a * (1 &lt;&lt; fixed_point_position) + ((a &lt; 0) ? -0.5f : 0.5f)), <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>); \</div>
-<div class="line">    }</div>
-<div class="ttc" id="namespacemali__userspace_xhtml_ad44b615021ed3ccb734fcaf583ef4a03"><div class="ttname"><a href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">mali_userspace::type</a></div><div class="ttdeci">uint32_t type</div><div class="ttdef"><b>Definition:</b> <a href="hwc_8hpp_source.xhtml#l00204">hwc.hpp:204</a></div></div>
+<b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a> sqcvt_##<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>##_sat(<span class="keywordtype">float</span> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a>, <span class="keywordtype">int</span> fixed_point_position)                           \</div><div class="line">    {                                                                                           \</div><div class="line">        return <a class="code" href="fixed__point_8h.xhtml#a23fb01b6f3453cc0e48a026fd44f6acd">CONVERT_SAT</a>((<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a> * (1 &lt;&lt; fixed_point_position) + ((<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">a</a> &lt; 0) ? -0.5f : 0.5f)), <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>); \</div><div class="line">    }</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aac40b7097f2bda9274ae07fa33d15a79"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aac40b7097f2bda9274ae07fa33d15a79">arm_compute::test::validation::a</a></div><div class="ttdeci">Tensor a</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_n_e_o_n_2_g_e_m_m_8cpp_source.xhtml#l00115">GEMM.cpp:115</a></div></div>
+<div class="ttc" id="namespacecaffe__data__extractor_xhtml_a7aead736a07eaf25623ad7bfa1f0ee2d"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">caffe_data_extractor.type</a></div><div class="ttdeci">type</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
 <div class="ttc" id="fixed__point_8h_xhtml_a23fb01b6f3453cc0e48a026fd44f6acd"><div class="ttname"><a href="fixed__point_8h.xhtml#a23fb01b6f3453cc0e48a026fd44f6acd">CONVERT_SAT</a></div><div class="ttdeci">#define CONVERT_SAT(x, type)</div><div class="ttdef"><b>Definition:</b> <a href="fixed__point_8h_source.xhtml#l00103">fixed_point.h:103</a></div></div>
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-<p>Definition at line <a class="el" href="fixed__point_8h_source.xhtml#l00501">501</a> of file <a class="el" href="fixed__point_8h_source.xhtml">fixed_point.h</a>.</p>
+<p>Definition at line <a class="el" href="fixed__point_8h_source.xhtml#l00506">506</a> of file <a class="el" href="fixed__point_8h_source.xhtml">fixed_point.h</a>.</p>
 
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@@ -3026,7 +2932,7 @@
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-<p>Definition at line <a class="el" href="fixed__point_8h_source.xhtml#l00511">511</a> of file <a class="el" href="fixed__point_8h_source.xhtml">fixed_point.h</a>.</p>
+<p>Definition at line <a class="el" href="fixed__point_8h_source.xhtml#l00516">516</a> of file <a class="el" href="fixed__point_8h_source.xhtml">fixed_point.h</a>.</p>
 
 </div>
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@@ -3060,7 +2966,7 @@
       </table>
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-<p>Definition at line <a class="el" href="fixed__point_8h_source.xhtml#l00510">510</a> of file <a class="el" href="fixed__point_8h_source.xhtml">fixed_point.h</a>.</p>
+<p>Definition at line <a class="el" href="fixed__point_8h_source.xhtml#l00515">515</a> of file <a class="el" href="fixed__point_8h_source.xhtml">fixed_point.h</a>.</p>
 
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@@ -3157,11 +3063,7 @@
         </tr>
       </table>
 </div><div class="memdoc">
-<b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a> sub_sat_##<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>(<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a> VopA, <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a> VopB) \</div>
-<div class="line">    {                                                \</div>
-<div class="line">        return sub_sat(VopA, VopB);                  \</div>
-<div class="line">    }</div>
-<div class="ttc" id="namespacemali__userspace_xhtml_ad44b615021ed3ccb734fcaf583ef4a03"><div class="ttname"><a href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">mali_userspace::type</a></div><div class="ttdeci">uint32_t type</div><div class="ttdef"><b>Definition:</b> <a href="hwc_8hpp_source.xhtml#l00204">hwc.hpp:204</a></div></div>
+<b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a> sub_sat_##<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>(<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a> VopA, <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a> VopB) \</div><div class="line">    {                                                \</div><div class="line">        return sub_sat(VopA, VopB);                  \</div><div class="line">    }</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a7aead736a07eaf25623ad7bfa1f0ee2d"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">caffe_data_extractor.type</a></div><div class="ttdeci">type</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
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 <p>Computes saturated subtraction of fixed point types. </p>
 <dl class="params"><dt>Parameters</dt><dd>
@@ -3212,7 +3114,7 @@
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-<p>Definition at line <a class="el" href="fixed__point_8h_source.xhtml#l00469">469</a> of file <a class="el" href="fixed__point_8h_source.xhtml">fixed_point.h</a>.</p>
+<p>Definition at line <a class="el" href="fixed__point_8h_source.xhtml#l00474">474</a> of file <a class="el" href="fixed__point_8h_source.xhtml">fixed_point.h</a>.</p>
 
 </div>
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@@ -3252,7 +3154,7 @@
       </table>
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-<p>Definition at line <a class="el" href="fixed__point_8h_source.xhtml#l00468">468</a> of file <a class="el" href="fixed__point_8h_source.xhtml">fixed_point.h</a>.</p>
+<p>Definition at line <a class="el" href="fixed__point_8h_source.xhtml#l00473">473</a> of file <a class="el" href="fixed__point_8h_source.xhtml">fixed_point.h</a>.</p>
 
 </div>
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@@ -3285,20 +3187,11 @@
         </tr>
       </table>
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-<b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a> tanh_sat_##<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>(<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a> VopA, <span class="keywordtype">int</span> fixed_point_position)                                                                              \</div>
-<div class="line">    {                                                                                                                                             <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">\</a></div>
-<div class="line"><a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">        type</a> const_one = (<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>)(1 &lt;&lt; (fixed_point_position));                                                                                     <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">\</a></div>
-<div class="line"><a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">        type</a> const_two = (<a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>)(2 &lt;&lt; (fixed_point_position));                                                                                     <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">\</a></div>
-<div class="line"><a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">        type</a> exp2x     = <a class="code" href="fixed__point_8h.xhtml#a80482c3ae2b0e68658f84f081a6fbdde">EXP_OP_EXPAND</a>(<a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(const_two, VopA, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position), stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position); <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">\</a></div>
-<div class="line"><a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">        type</a> num       = <a class="code" href="fixed__point_8h.xhtml#ac081784e1547f3f2e9065e3ed54f2fba">SUB_SAT_OP_EXPAND</a>(exp2x, const_one, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>);                                                                        <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">\</a></div>
-<div class="line"><a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">        type</a> den       = <a class="code" href="fixed__point_8h.xhtml#a6b1acbaff6cb3bad4edda9a93dac1f9e">ADD_SAT_OP_EXPAND</a>(exp2x, const_one, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>);                                                                        \</div>
-<div class="line">        return <a class="code" href="fixed__point_8h.xhtml#a774126960511e4d827f0d2d3d68abe97">DIV_SAT_OP_VEC_EXPAND</a>(num, den, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position);                                                                \</div>
-<div class="line">    }</div>
-<div class="ttc" id="fixed__point_8h_xhtml_a80482c3ae2b0e68658f84f081a6fbdde"><div class="ttname"><a href="fixed__point_8h.xhtml#a80482c3ae2b0e68658f84f081a6fbdde">EXP_OP_EXPAND</a></div><div class="ttdeci">#define EXP_OP_EXPAND(a, type, size, position)</div><div class="ttdef"><b>Definition:</b> <a href="fixed__point_8h_source.xhtml#l00367">fixed_point.h:367</a></div></div>
+<b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a> tanh_sat_##<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>(<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a> VopA, <span class="keywordtype">int</span> fixed_point_position)                                                                              \</div><div class="line">    {                                                                                                                                             <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">\</a></div><div class="line"><a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">        type</a> const_one = (<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>)(1 &lt;&lt; (fixed_point_position));                                                                                     <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">\</a></div><div class="line"><a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">        type</a> const_two = (<a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>)(2 &lt;&lt; (fixed_point_position));                                                                                     <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">\</a></div><div class="line"><a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">        type</a> exp2x     = <a class="code" href="fixed__point_8h.xhtml#a80482c3ae2b0e68658f84f081a6fbdde">EXP_OP_EXPAND</a>(<a class="code" href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a>(const_two, VopA, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position), stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position); <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">\</a></div><div class="line"><a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">        type</a> num       = <a class="code" href="fixed__point_8h.xhtml#ac081784e1547f3f2e9065e3ed54f2fba">SUB_SAT_OP_EXPAND</a>(exp2x, const_one, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>);                                                                        <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">\</a></div><div class="line"><a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">        type</a> den       = <a class="code" href="fixed__point_8h.xhtml#a6b1acbaff6cb3bad4edda9a93dac1f9e">ADD_SAT_OP_EXPAND</a>(exp2x, const_one, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>);                                                                        \</div><div class="line">        return <a class="code" href="fixed__point_8h.xhtml#a774126960511e4d827f0d2d3d68abe97">DIV_SAT_OP_VEC_EXPAND</a>(num, den, stype, <a class="code" href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a>, fixed_point_position);                                                                \</div><div class="line">    }</div><div class="ttc" id="fixed__point_8h_xhtml_a80482c3ae2b0e68658f84f081a6fbdde"><div class="ttname"><a href="fixed__point_8h.xhtml#a80482c3ae2b0e68658f84f081a6fbdde">EXP_OP_EXPAND</a></div><div class="ttdeci">#define EXP_OP_EXPAND(a, type, size, position)</div><div class="ttdef"><b>Definition:</b> <a href="fixed__point_8h_source.xhtml#l00372">fixed_point.h:372</a></div></div>
 <div class="ttc" id="hwc_8hpp_xhtml_ab2c6b258f02add8fdf4cfc7c371dd772"><div class="ttname"><a href="hwc_8hpp.xhtml#ab2c6b258f02add8fdf4cfc7c371dd772">size</a></div><div class="ttdeci">uint32_t size</div><div class="ttdef"><b>Definition:</b> <a href="hwc_8hpp_source.xhtml#l00276">hwc.hpp:276</a></div></div>
 <div class="ttc" id="fixed__point_8h_xhtml_ac081784e1547f3f2e9065e3ed54f2fba"><div class="ttname"><a href="fixed__point_8h.xhtml#ac081784e1547f3f2e9065e3ed54f2fba">SUB_SAT_OP_EXPAND</a></div><div class="ttdeci">#define SUB_SAT_OP_EXPAND(a, b, type, size)</div><div class="ttdef"><b>Definition:</b> <a href="fixed__point_8h_source.xhtml#l00204">fixed_point.h:204</a></div></div>
 <div class="ttc" id="fixed__point_8h_xhtml_a774126960511e4d827f0d2d3d68abe97"><div class="ttname"><a href="fixed__point_8h.xhtml#a774126960511e4d827f0d2d3d68abe97">DIV_SAT_OP_VEC_EXPAND</a></div><div class="ttdeci">#define DIV_SAT_OP_VEC_EXPAND(a, b, type, size, position)</div><div class="ttdef"><b>Definition:</b> <a href="fixed__point_8h_source.xhtml#l00329">fixed_point.h:329</a></div></div>
-<div class="ttc" id="namespacemali__userspace_xhtml_ad44b615021ed3ccb734fcaf583ef4a03"><div class="ttname"><a href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">mali_userspace::type</a></div><div class="ttdeci">uint32_t type</div><div class="ttdef"><b>Definition:</b> <a href="hwc_8hpp_source.xhtml#l00204">hwc.hpp:204</a></div></div>
+<div class="ttc" id="namespacecaffe__data__extractor_xhtml_a7aead736a07eaf25623ad7bfa1f0ee2d"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">caffe_data_extractor.type</a></div><div class="ttdeci">type</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
 <div class="ttc" id="fixed__point_8h_xhtml_a6b559f5128a43015ffc6c855cf84c243"><div class="ttname"><a href="fixed__point_8h.xhtml#a6b559f5128a43015ffc6c855cf84c243">MUL_SAT_OP_EXPAND</a></div><div class="ttdeci">#define MUL_SAT_OP_EXPAND(a, b, type, size, position)</div><div class="ttdef"><b>Definition:</b> <a href="fixed__point_8h_source.xhtml#l00258">fixed_point.h:258</a></div></div>
 <div class="ttc" id="fixed__point_8h_xhtml_a6b1acbaff6cb3bad4edda9a93dac1f9e"><div class="ttname"><a href="fixed__point_8h.xhtml#a6b1acbaff6cb3bad4edda9a93dac1f9e">ADD_SAT_OP_EXPAND</a></div><div class="ttdeci">#define ADD_SAT_OP_EXPAND(a, b, type, size)</div><div class="ttdef"><b>Definition:</b> <a href="fixed__point_8h_source.xhtml#l00178">fixed_point.h:178</a></div></div>
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@@ -3314,7 +3207,7 @@
 </dl>
 <dl class="section return"><dt>Returns</dt><dd>The result of the fixed point hyperbolic tangent. The result is saturated in case of overflow </dd></dl>
 
-<p>Definition at line <a class="el" href="fixed__point_8h_source.xhtml#l00454">454</a> of file <a class="el" href="fixed__point_8h_source.xhtml">fixed_point.h</a>.</p>
+<p>Definition at line <a class="el" href="fixed__point_8h_source.xhtml#l00459">459</a> of file <a class="el" href="fixed__point_8h_source.xhtml">fixed_point.h</a>.</p>
 
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@@ -3341,14 +3234,7 @@
         </tr>
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 </div><div class="memdoc">
-<b>Value:</b><div class="fragment"><div class="line"><span class="keyword">typedef</span> <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a> alias;          \</div>
-<div class="line">    typedef <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a> alias##x##1;    \</div>
-<div class="line">    typedef <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>##2 alias##x##2; \</div>
-<div class="line">    typedef <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>##3 alias##x##3; \</div>
-<div class="line">    typedef <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>##4 alias##x##4; \</div>
-<div class="line">    typedef <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>##8 alias##x##8; \</div>
-<div class="line">    typedef <a class="code" href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">type</a>##16 alias##x##16;</div>
-<div class="ttc" id="namespacemali__userspace_xhtml_ad44b615021ed3ccb734fcaf583ef4a03"><div class="ttname"><a href="namespacemali__userspace.xhtml#ad44b615021ed3ccb734fcaf583ef4a03">mali_userspace::type</a></div><div class="ttdeci">uint32_t type</div><div class="ttdef"><b>Definition:</b> <a href="hwc_8hpp_source.xhtml#l00204">hwc.hpp:204</a></div></div>
+<b>Value:</b><div class="fragment"><div class="line"><span class="keyword">typedef</span> <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a> alias;          \</div><div class="line">    typedef <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a> alias##x##1;    \</div><div class="line">    typedef <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>##2 alias##x##2; \</div><div class="line">    typedef <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>##3 alias##x##3; \</div><div class="line">    typedef <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>##4 alias##x##4; \</div><div class="line">    typedef <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>##8 alias##x##8; \</div><div class="line">    typedef <a class="code" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>##16 alias##x##16;</div><div class="ttc" id="namespacecaffe__data__extractor_xhtml_a7aead736a07eaf25623ad7bfa1f0ee2d"><div class="ttname"><a href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">caffe_data_extractor.type</a></div><div class="ttdeci">type</div><div class="ttdef"><b>Definition:</b> <a href="caffe__data__extractor_8py_source.xhtml#l00019">caffe_data_extractor.py:19</a></div></div>
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 <p>Definition at line <a class="el" href="fixed__point_8h_source.xhtml#l00027">27</a> of file <a class="el" href="fixed__point_8h_source.xhtml">fixed_point.h</a>.</p>
 
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 <p>Definition at line <a class="el" href="fixed__point_8h_source.xhtml#l00093">93</a> of file <a class="el" href="fixed__point_8h_source.xhtml">fixed_point.h</a>.</p>
 
-<p>Referenced by <a class="el" href="absdiff_8cl_source.xhtml#l00050">absdiff()</a>, <a class="el" href="arithmetic__op_8cl_source.xhtml#l00063">arithmetic_add()</a>, <a class="el" href="arithmetic__op_8cl_source.xhtml#l00108">arithmetic_sub()</a>, <a class="el" href="batchnormalization__layer_8cl_source.xhtml#l00081">batchnormalization_layer()</a>, <a class="el" href="warp__helpers_8h_source.xhtml#l00080">bilinear_interpolate()</a>, <a class="el" href="canny_8cl_source.xhtml#l00057">combine_gradients_L1()</a>, <a class="el" href="canny_8cl_source.xhtml#l00121">combine_gradients_L2()</a>, <a class="el" href="concatenate_8cl_source.xhtml#l00046">concatenate_depth()</a>, <a class="el" href="depth__convert_8cl_source.xhtml#l00074">convert_depth_down()</a>, <a class="el" href="depth__convert_8cl_source.xhtml#l00115">convert_depth_up()</a>, <a class="el" href="convolution3x3_8cl_source.xhtml#l00043">convolution1x3()</a>, <a class="el" href="convolution5x5_8cl_source.xhtml#l00050">convolution1x5()</a>, <a class="el" href="convolution7x7_8cl_source.xhtml#l00052">convolution1x7()</a>, <a class="el" href="convolution9x9_8cl_source.xhtml#l00054">convolution1x9()</a>, <a class="el" href="convolution3x3_8cl_source.xhtml#l00082">convolution3x3()</a>, <a class="el" href="convolution3x3_8cl_source.xhtml#l00123">convolution3x3_static()</a>, <a class="el" href="convolution5x5_8cl_source.xhtml#l00087">convolution5x1()</a>, <a class="el" href="convolution5x5_8cl_source.xhtml#l00159">convolution5x5()</a>, <a class="el" href="convolution5x5_8cl_source.xhtml#l00274">convolution5x5_static()</a>, <a class="el" href="convolution7x7_8cl_source.xhtml#l00097">convolution7x1()</a>, <a class="el" href="convolution7x7_8cl_source.xhtml#l00202">convolution7x7()</a>, <a class="el" href="convolution7x7_8cl_source.xhtml#l00323">convolution7x7_static()</a>, <a class="el" href="convolution9x9_8cl_source.xhtml#l00108">convolution9x1()</a>, <a class="el" href="convolution9x9_8cl_source.xhtml#l00256">convolution9x9()</a>, <a class="el" href="convolution9x9_8cl_source.xhtml#l00386">convolution9x9_static()</a>, <a class="el" href="convolution__rectangle_8cl_source.xhtml#l00064">convolution_rectangle()</a>, <a class="el" href="convolution5x5_8cl_source.xhtml#l00205">convolution_separable1x5_static()</a>, <a class="el" href="convolution7x7_8cl_source.xhtml#l00254">convolution_separable1x7_static()</a>, <a class="el" href="convolution9x9_8cl_source.xhtml#l00317">convolution_separable1x9_static()</a>, <a class="el" href="convolution5x5_8cl_source.xhtml#l00238">convolution_separable5x1_static()</a>, <a class="el" href="convolution7x7_8cl_source.xhtml#l00287">convolution_separable7x1_static()</a>, <a class="el" href="convolution9x9_8cl_source.xhtml#l00350">convolution_separable9x1_static()</a>, <a class="el" href="gemv_8cl_source.xhtml#l00049">gemm_mv()</a>, <a class="el" href="harris__corners_8cl_source.xhtml#l00138">harris_score_1x5()</a>, <a class="el" href="harris__corners_8cl_source.xhtml#l00253">harris_score_1x7()</a>, <a class="el" href="harris__corners_8cl_source.xhtml#l00053">harris_score_3x3()</a>, <a class="el" href="canny_8cl_source.xhtml#l00306">hysteresis()</a>, <a class="el" href="l2__normalize_8cl_source.xhtml#l00045">l2_normalize()</a>, <a class="el" href="magnitude__phase_8cl_source.xhtml#l00033">magnitude_l1()</a>, <a class="el" href="magnitude__phase_8cl_source.xhtml#l00045">magnitude_l2()</a>, <a class="el" href="magnitude__phase_8cl_source.xhtml#l00130">magnitude_phase()</a>, <a class="el" href="minmaxloc_8cl_source.xhtml#l00065">minmax()</a>, <a class="el" href="nonmax_8cl_source.xhtml#l00041">non_max_suppression()</a>, <a class="el" href="normalization__layer_8cl_source.xhtml#l00079">normalization_layer_cross_map()</a>, <a class="el" href="normalization__layer_8cl_source.xhtml#l00140">normalization_layer_in_map_1D()</a>, <a class="el" href="pixelwise__mul__float_8cl_source.xhtml#l00067">pixelwise_mul_float()</a>, <a class="el" href="pixelwise__mul__int_8cl_source.xhtml#l00083">pixelwise_mul_int()</a>, <a class="el" href="pooling__layer_8cl_source.xhtml#l00222">pooling_layer_2()</a>, <a class="el" href="pooling__layer_8cl_source.xhtml#l00286">pooling_layer_3()</a>, <a class="el" href="pooling__layer_8cl_source.xhtml#l00424">pooling_layer_7()</a>, <a class="el" href="warp__helpers_8h_source.xhtml#l00045">read_texels4()</a>, <a class="el" href="roi__pooling__layer_8cl_source.xhtml#l00061">roi_pool_1x1()</a>, <a class="el" href="softmax__layer_8cl_source.xhtml#l00085">softmax_layer_max()</a>, <a class="el" href="softmax__layer_8cl_source.xhtml#l00250">softmax_layer_norm()</a>, <a class="el" href="softmax__layer_8cl_source.xhtml#l00166">softmax_layer_shift_exp_sum()</a>, <a class="el" href="reduction__operation_8cl_source.xhtml#l00032">square_sum()</a>, <a class="el" href="reduction__operation_8cl_source.xhtml#l00052">sum()</a>, <a class="el" href="transpose_8cl_source.xhtml#l00148">transpose()</a>, <a class="el" href="roi__pooling__layer_8cl_source.xhtml#l00036">vec4_max()</a>, and <a class="el" href="roi__pooling__layer_8cl_source.xhtml#l00043">vec8_max()</a>.</p>
+<p>Referenced by <a class="el" href="absdiff_8cl_source.xhtml#l00050">absdiff()</a>, <a class="el" href="arithmetic__op_8cl_source.xhtml#l00063">arithmetic_add()</a>, <a class="el" href="arithmetic__op_8cl_source.xhtml#l00108">arithmetic_sub()</a>, <a class="el" href="batchnormalization__layer_8cl_source.xhtml#l00081">batchnormalization_layer()</a>, <a class="el" href="warp__helpers_8h_source.xhtml#l00094">bilinear_interpolate_with_border()</a>, <a class="el" href="canny_8cl_source.xhtml#l00057">combine_gradients_L1()</a>, <a class="el" href="canny_8cl_source.xhtml#l00121">combine_gradients_L2()</a>, <a class="el" href="concatenate_8cl_source.xhtml#l00046">concatenate_depth()</a>, <a class="el" href="depth__convert_8cl_source.xhtml#l00074">convert_depth_down()</a>, <a class="el" href="depth__convert_8cl_source.xhtml#l00115">convert_depth_up()</a>, <a class="el" href="convolution3x3_8cl_source.xhtml#l00043">convolution1x3()</a>, <a class="el" href="convolution5x5_8cl_source.xhtml#l00050">convolution1x5()</a>, <a class="el" href="convolution7x7_8cl_source.xhtml#l00052">convolution1x7()</a>, <a class="el" href="convolution9x9_8cl_source.xhtml#l00054">convolution1x9()</a>, <a class="el" href="convolution3x3_8cl_source.xhtml#l00082">convolution3x3()</a>, <a class="el" href="convolution3x3_8cl_source.xhtml#l00123">convolution3x3_static()</a>, <a class="el" href="convolution5x5_8cl_source.xhtml#l00087">convolution5x1()</a>, <a class="el" href="convolution5x5_8cl_source.xhtml#l00159">convolution5x5()</a>, <a class="el" href="convolution5x5_8cl_source.xhtml#l00274">convolution5x5_static()</a>, <a class="el" href="convolution7x7_8cl_source.xhtml#l00097">convolution7x1()</a>, <a class="el" href="convolution7x7_8cl_source.xhtml#l00202">convolution7x7()</a>, <a class="el" href="convolution7x7_8cl_source.xhtml#l00323">convolution7x7_static()</a>, <a class="el" href="convolution9x9_8cl_source.xhtml#l00108">convolution9x1()</a>, <a class="el" href="convolution9x9_8cl_source.xhtml#l00256">convolution9x9()</a>, <a class="el" href="convolution9x9_8cl_source.xhtml#l00386">convolution9x9_static()</a>, <a class="el" href="convolution__rectangle_8cl_source.xhtml#l00064">convolution_rectangle()</a>, <a class="el" href="convolution5x5_8cl_source.xhtml#l00205">convolution_separable1x5_static()</a>, <a class="el" href="convolution7x7_8cl_source.xhtml#l00254">convolution_separable1x7_static()</a>, <a class="el" href="convolution9x9_8cl_source.xhtml#l00317">convolution_separable1x9_static()</a>, <a class="el" href="convolution5x5_8cl_source.xhtml#l00238">convolution_separable5x1_static()</a>, <a class="el" href="convolution7x7_8cl_source.xhtml#l00287">convolution_separable7x1_static()</a>, <a class="el" href="convolution9x9_8cl_source.xhtml#l00350">convolution_separable9x1_static()</a>, <a class="el" href="gemm_8cl_source.xhtml#l00223">gemm_interleave4x4_8bit()</a>, <a class="el" href="gemv_8cl_source.xhtml#l00049">gemm_mv()</a>, <a class="el" href="harris__corners_8cl_source.xhtml#l00138">harris_score_1x5()</a>, <a class="el" href="harris__corners_8cl_source.xhtml#l00253">harris_score_1x7()</a>, <a class="el" href="harris__corners_8cl_source.xhtml#l00053">harris_score_3x3()</a>, <a class="el" href="canny_8cl_source.xhtml#l00306">hysteresis()</a>, <a class="el" href="convolution__layer_8cl_source.xhtml#l00306">im2col_reduced()</a>, <a class="el" href="l2__normalize_8cl_source.xhtml#l00045">l2_normalize()</a>, <a class="el" href="magnitude__phase_8cl_source.xhtml#l00033">magnitude_l1()</a>, <a class="el" href="magnitude__phase_8cl_source.xhtml#l00045">magnitude_l2()</a>, <a class="el" href="magnitude__phase_8cl_source.xhtml#l00130">magnitude_phase()</a>, <a class="el" href="minmaxloc_8cl_source.xhtml#l00065">minmax()</a>, <a class="el" href="nonmax_8cl_source.xhtml#l00041">non_max_suppression()</a>, <a class="el" href="normalization__layer_8cl_source.xhtml#l00079">normalization_layer_cross_map()</a>, <a class="el" href="normalization__layer_8cl_source.xhtml#l00139">normalization_layer_in_map()</a>, <a class="el" href="pixelwise__mul__float_8cl_source.xhtml#l00067">pixelwise_mul_float()</a>, <a class="el" href="pixelwise__mul__int_8cl_source.xhtml#l00083">pixelwise_mul_int()</a>, <a class="el" href="pooling__layer_8cl_source.xhtml#l00226">pooling_layer_2()</a>, <a class="el" href="pooling__layer_8cl_source.xhtml#l00290">pooling_layer_3()</a>, <a class="el" href="warp__helpers_8h_source.xhtml#l00058">read_texels4()</a>, <a class="el" href="convolution__layer_8cl_source.xhtml#l00057">reshape_to_columns()</a>, <a class="el" href="roi__pooling__layer_8cl_source.xhtml#l00061">roi_pool_1x1()</a>, <a class="el" href="softmax__layer_8cl_source.xhtml#l00114">softmax_layer_max()</a>, <a class="el" href="softmax__layer_8cl_source.xhtml#l00500">softmax_layer_max_shift_exp_sum_parallel()</a>, <a class="el" href="softmax__layer_8cl_source.xhtml#l00350">softmax_layer_max_shift_exp_sum_serial()</a>, <a class="el" href="softmax__layer_8cl_source.xhtml#l00292">softmax_layer_norm()</a>, <a class="el" href="softmax__layer_8cl_source.xhtml#l00196">softmax_layer_shift_exp_sum()</a>, <a class="el" href="reduction__operation_8cl_source.xhtml#l00032">square_sum()</a>, <a class="el" href="reduction__operation_8cl_source.xhtml#l00052">sum()</a>, <a class="el" href="transpose_8cl_source.xhtml#l00148">transpose()</a>, <a class="el" href="roi__pooling__layer_8cl_source.xhtml#l00036">vec4_max()</a>, and <a class="el" href="roi__pooling__layer_8cl_source.xhtml#l00043">vec8_max()</a>.</p>
 
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