arm_compute v19.11
diff --git a/documentation/helpers__asymm_8h.xhtml b/documentation/helpers__asymm_8h.xhtml
index d26fd3c..c141b0e 100644
--- a/documentation/helpers__asymm_8h.xhtml
+++ b/documentation/helpers__asymm_8h.xhtml
@@ -40,7 +40,7 @@
   <img alt="Compute Library" src="https://raw.githubusercontent.com/ARM-software/ComputeLibrary/gh-pages/ACL_logo.png" style="max-width: 100%;margin-top: 15px;margin-left: 10px"/>
   <td style="padding-left: 0.5em;">
    <div id="projectname">
-   &#160;<span id="projectnumber">19.08</span>
+   &#160;<span id="projectnumber">19.11</span>
    </div>
   </td>
  </tr>
@@ -109,6 +109,17 @@
 <table class="memberdecls">
 <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="define-members"></a>
 Macros</h2></td></tr>
+<tr class="memitem:a2ed0ea00bf682e806812fd9dbdbea5e7"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="helpers__asymm_8h.xhtml#a2ed0ea00bf682e806812fd9dbdbea5e7">CONVERT_DOWN_RTE_STR</a>(x,  type)&#160;&#160;&#160;(convert_##type##_rte((x)))</td></tr>
+<tr class="memdesc:a2ed0ea00bf682e806812fd9dbdbea5e7"><td class="mdescLeft">&#160;</td><td class="mdescRight">Convert the given vector with round to nearest even rounding mode.  <a href="#a2ed0ea00bf682e806812fd9dbdbea5e7">More...</a><br /></td></tr>
+<tr class="separator:a2ed0ea00bf682e806812fd9dbdbea5e7"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:ae41349ddba7d47794bba4d2fcf659872"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="helpers__asymm_8h.xhtml#ae41349ddba7d47794bba4d2fcf659872">CONVERT_DOWN_RTE</a>(x,  type)&#160;&#160;&#160;<a class="el" href="helpers__asymm_8h.xhtml#a2ed0ea00bf682e806812fd9dbdbea5e7">CONVERT_DOWN_RTE_STR</a>(x, type)</td></tr>
+<tr class="separator:ae41349ddba7d47794bba4d2fcf659872"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:a1cb86b1d0c99a1e72dacda1bc615baf6"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="helpers__asymm_8h.xhtml#a1cb86b1d0c99a1e72dacda1bc615baf6">QUANTIZE_IMPL</a>(type,  size)</td></tr>
+<tr class="memdesc:a1cb86b1d0c99a1e72dacda1bc615baf6"><td class="mdescLeft">&#160;</td><td class="mdescRight">Quantize a vector of values from floating-point.  <a href="#a1cb86b1d0c99a1e72dacda1bc615baf6">More...</a><br /></td></tr>
+<tr class="separator:a1cb86b1d0c99a1e72dacda1bc615baf6"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:ac5fe0200eafe2b88af574a2ed34c3c11"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="helpers__asymm_8h.xhtml#ac5fe0200eafe2b88af574a2ed34c3c11">DEQUANTIZE_IMPL</a>(type,  size)</td></tr>
+<tr class="memdesc:ac5fe0200eafe2b88af574a2ed34c3c11"><td class="mdescLeft">&#160;</td><td class="mdescRight">Dequantize a vector of values to floating-point.  <a href="#ac5fe0200eafe2b88af574a2ed34c3c11">More...</a><br /></td></tr>
+<tr class="separator:ac5fe0200eafe2b88af574a2ed34c3c11"><td class="memSeparator" colspan="2">&#160;</td></tr>
 <tr class="memitem:abf75e242631b23007e4046682aa57ec5"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="helpers__asymm_8h.xhtml#abf75e242631b23007e4046682aa57ec5">ASYMM_ROUNDING_DIVIDE_BY_POW2_IMPL</a>(size)</td></tr>
 <tr class="memdesc:abf75e242631b23007e4046682aa57ec5"><td class="mdescLeft">&#160;</td><td class="mdescRight">Correctly-rounded-to-nearest division by a power-of-two.  <a href="#abf75e242631b23007e4046682aa57ec5">More...</a><br /></td></tr>
 <tr class="separator:abf75e242631b23007e4046682aa57ec5"><td class="memSeparator" colspan="2">&#160;</td></tr>
@@ -144,6 +155,14 @@
 <tr class="memitem:aace85e2a32bacdaa4e2d2055deabfc57"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="helpers__asymm_8h.xhtml#aace85e2a32bacdaa4e2d2055deabfc57">ASYMM_RESCALE_IMPL</a>(size)</td></tr>
 <tr class="memdesc:aace85e2a32bacdaa4e2d2055deabfc57"><td class="mdescLeft">&#160;</td><td class="mdescRight">Considering the integer value as fixed-point, change the number of integer bits and update value accordingly.  <a href="#aace85e2a32bacdaa4e2d2055deabfc57">More...</a><br /></td></tr>
 <tr class="separator:aace85e2a32bacdaa4e2d2055deabfc57"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:a7fd28520161d368b45c31098ad948d32"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="helpers__asymm_8h.xhtml#a7fd28520161d368b45c31098ad948d32">QUANTIZE_STR</a>(input,  <a class="el" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>,  scale,  type,  size)&#160;&#160;&#160;quantize_##type##size(input, <a class="el" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>, scale)</td></tr>
+<tr class="separator:a7fd28520161d368b45c31098ad948d32"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:a85ca50207e80cca8c76b5d3da85e4a9f"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="helpers__asymm_8h.xhtml#a85ca50207e80cca8c76b5d3da85e4a9f">QUANTIZE</a>(input,  <a class="el" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>,  scale,  type,  size)&#160;&#160;&#160;<a class="el" href="helpers__asymm_8h.xhtml#a7fd28520161d368b45c31098ad948d32">QUANTIZE_STR</a>(input, <a class="el" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>, scale, type, size)</td></tr>
+<tr class="separator:a85ca50207e80cca8c76b5d3da85e4a9f"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:ab98579b6a5e03ada17294034cbe4aa02"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="helpers__asymm_8h.xhtml#ab98579b6a5e03ada17294034cbe4aa02">DEQUANTIZE_STR</a>(input,  <a class="el" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>,  scale,  type,  size)&#160;&#160;&#160;dequantize_##type##size(input, <a class="el" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>, scale)</td></tr>
+<tr class="separator:ab98579b6a5e03ada17294034cbe4aa02"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:a4f0a8fe9e57d31f7ca26a697ca140029"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="helpers__asymm_8h.xhtml#a4f0a8fe9e57d31f7ca26a697ca140029">DEQUANTIZE</a>(input,  <a class="el" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>,  scale,  type,  size)&#160;&#160;&#160;<a class="el" href="helpers__asymm_8h.xhtml#ab98579b6a5e03ada17294034cbe4aa02">DEQUANTIZE_STR</a>(input, <a class="el" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>, scale, type, size)</td></tr>
+<tr class="separator:a4f0a8fe9e57d31f7ca26a697ca140029"><td class="memSeparator" colspan="2">&#160;</td></tr>
 <tr class="memitem:aa43fc359dea64362f3016384f4269845"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="helpers__asymm_8h.xhtml#aa43fc359dea64362f3016384f4269845">ASYMM_ROUNDING_DIVIDE_BY_POW2</a>(x,  exponent,  size)&#160;&#160;&#160;asymm_rounding_divide_by_POW2_##size(x, exponent)</td></tr>
 <tr class="separator:aa43fc359dea64362f3016384f4269845"><td class="memSeparator" colspan="2">&#160;</td></tr>
 <tr class="memitem:a5483aefd5e07244661178bfd3f434448"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="helpers__asymm_8h.xhtml#a5483aefd5e07244661178bfd3f434448">ASYMM_MULT</a>(a,  b,  size)&#160;&#160;&#160;<a class="el" href="softmax__layer__quantized_8cl.xhtml#a525a42d38133b1051b8924b456add4a1">asymm_mult</a>##size(a, b)</td></tr>
@@ -173,14 +192,36 @@
 </table><table class="memberdecls">
 <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="func-members"></a>
 Functions</h2></td></tr>
-<tr class="memitem:ae62b2416b40ca28724c065e95e18a25b"><td class="memItemLeft" align="right" valign="top">int2&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="helpers__asymm_8h.xhtml#ae62b2416b40ca28724c065e95e18a25b">asymm_rounding_divide_by_POW2_2</a> (int2 x, int exponent)</td></tr>
-<tr class="separator:ae62b2416b40ca28724c065e95e18a25b"><td class="memSeparator" colspan="2">&#160;</td></tr>
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-<tr class="separator:a2660d5193f286b247cf533d8ca234e77"><td class="memSeparator" colspan="2">&#160;</td></tr>
-<tr class="memitem:a38afb1b30447264fd62ca7ad86e7ea19"><td class="memItemLeft" align="right" valign="top">int8&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="helpers__asymm_8h.xhtml#a38afb1b30447264fd62ca7ad86e7ea19">asymm_rounding_divide_by_POW2_8</a> (int8 x, int exponent)</td></tr>
-<tr class="separator:a38afb1b30447264fd62ca7ad86e7ea19"><td class="memSeparator" colspan="2">&#160;</td></tr>
-<tr class="memitem:a21d65cd6ac14696d58509b82789db845"><td class="memItemLeft" align="right" valign="top">int16&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="helpers__asymm_8h.xhtml#a21d65cd6ac14696d58509b82789db845">asymm_rounding_divide_by_POW2_16</a> (int16 x, int exponent)</td></tr>
-<tr class="separator:a21d65cd6ac14696d58509b82789db845"><td class="memSeparator" colspan="2">&#160;</td></tr>
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+<tr class="memdesc:a63aa8eb6ac2ac3782ffad43a96345f0a"><td class="mdescLeft">&#160;</td><td class="mdescRight">Quantize a floating-point scalar value to 8-bit asymmetric.  <a href="#a63aa8eb6ac2ac3782ffad43a96345f0a">More...</a><br /></td></tr>
+<tr class="separator:a63aa8eb6ac2ac3782ffad43a96345f0a"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:afbec2094d42590b94e7eead93710411d"><td class="memItemLeft" align="right" valign="top">float&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="helpers__asymm_8h.xhtml#afbec2094d42590b94e7eead93710411d">dequantize_qasymm8</a> (uchar input, float <a class="el" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>, float scale)</td></tr>
+<tr class="memdesc:afbec2094d42590b94e7eead93710411d"><td class="mdescLeft">&#160;</td><td class="mdescRight">Dequantize a scalar value from 8-bit asymmetric to floating-point.  <a href="#afbec2094d42590b94e7eead93710411d">More...</a><br /></td></tr>
+<tr class="separator:afbec2094d42590b94e7eead93710411d"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:ada9b2f95d7b2bb6add361832cc0251df"><td class="memItemLeft" align="right" valign="top">uchar4&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="helpers__asymm_8h.xhtml#ada9b2f95d7b2bb6add361832cc0251df">quantize_uchar4</a> (float4 input, float <a class="el" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>, float scale)</td></tr>
+<tr class="separator:ada9b2f95d7b2bb6add361832cc0251df"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:a933a58d69e18da275156602365d37fc9"><td class="memItemLeft" align="right" valign="top">ushort4&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="helpers__asymm_8h.xhtml#a933a58d69e18da275156602365d37fc9">quantize_ushort4</a> (float4 input, float <a class="el" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>, float scale)</td></tr>
+<tr class="separator:a933a58d69e18da275156602365d37fc9"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:af3c37581d89f0873428d938792254e30"><td class="memItemLeft" align="right" valign="top">short4&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="helpers__asymm_8h.xhtml#af3c37581d89f0873428d938792254e30">quantize_short4</a> (float4 input, float <a class="el" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>, float scale)</td></tr>
+<tr class="separator:af3c37581d89f0873428d938792254e30"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:a951a47a7d1115404d183490f2aa11e40"><td class="memItemLeft" align="right" valign="top">float4&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="helpers__asymm_8h.xhtml#a951a47a7d1115404d183490f2aa11e40">dequantize_uchar4</a> (uchar4 input, float <a class="el" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>, float scale)</td></tr>
+<tr class="separator:a951a47a7d1115404d183490f2aa11e40"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:a5cdb515b62ef19a88f83d779240a02f4"><td class="memItemLeft" align="right" valign="top">float4&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="helpers__asymm_8h.xhtml#a5cdb515b62ef19a88f83d779240a02f4">dequantize_ushort4</a> (ushort4 input, float <a class="el" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>, float scale)</td></tr>
+<tr class="separator:a5cdb515b62ef19a88f83d779240a02f4"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:a2b106b11a5f1e2e5b6a70e0afe1d9e5a"><td class="memItemLeft" align="right" valign="top">float4&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="helpers__asymm_8h.xhtml#a2b106b11a5f1e2e5b6a70e0afe1d9e5a">dequantize_short4</a> (short4 input, float <a class="el" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>, float scale)</td></tr>
+<tr class="separator:a2b106b11a5f1e2e5b6a70e0afe1d9e5a"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:aaf71dc45cca316d4fbde2665cb49919c"><td class="memItemLeft" align="right" valign="top">int&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="helpers__asymm_8h.xhtml#aaf71dc45cca316d4fbde2665cb49919c">asymm_rounding_divide_by_POW2_1</a> (int x, int exponent)</td></tr>
+<tr class="separator:aaf71dc45cca316d4fbde2665cb49919c"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:ae1ed2d7eea67b60ff64ed119fe273e2b"><td class="memItemLeft" align="right" valign="top">int2&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="helpers__asymm_8h.xhtml#ae1ed2d7eea67b60ff64ed119fe273e2b">asymm_rounding_divide_by_POW2_2</a> (int2 x, int2 exponent)</td></tr>
+<tr class="separator:ae1ed2d7eea67b60ff64ed119fe273e2b"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:ae6b082ae2ce96c4abf74b2d3ee323a6d"><td class="memItemLeft" align="right" valign="top">int4&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="helpers__asymm_8h.xhtml#ae6b082ae2ce96c4abf74b2d3ee323a6d">asymm_rounding_divide_by_POW2_4</a> (int4 x, int4 exponent)</td></tr>
+<tr class="separator:ae6b082ae2ce96c4abf74b2d3ee323a6d"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:aa32a080a129749481581ed0243d4facf"><td class="memItemLeft" align="right" valign="top">int8&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="helpers__asymm_8h.xhtml#aa32a080a129749481581ed0243d4facf">asymm_rounding_divide_by_POW2_8</a> (int8 x, int8 exponent)</td></tr>
+<tr class="separator:aa32a080a129749481581ed0243d4facf"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:a74839afd2405644eaf64450a121d0871"><td class="memItemLeft" align="right" valign="top">int16&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="helpers__asymm_8h.xhtml#a74839afd2405644eaf64450a121d0871">asymm_rounding_divide_by_POW2_16</a> (int16 x, int16 exponent)</td></tr>
+<tr class="separator:a74839afd2405644eaf64450a121d0871"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:aa6e82fbd2ec198afdd091651b7c2f7db"><td class="memItemLeft" align="right" valign="top">int&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="helpers__asymm_8h.xhtml#aa6e82fbd2ec198afdd091651b7c2f7db">asymm_mult1</a> (int a, int b)</td></tr>
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@@ -297,7 +338,7 @@
       </table>
 </div><div class="memdoc">
 
-<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00299">299</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00374">374</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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-<b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) asymm_exp_on_interval_between_negative_one_quarter_and_0_excl##size(<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) a) \</div><div class="line">    {                                                                                                                               \</div><div class="line">        const <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) constant_term     = 1895147668;                                                              \</div><div class="line">        const <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) constant_1_over_3 = 715827883;                                                               \</div><div class="line">        const <span class="keywordtype">int</span> k_fractional_bits = 31;                                                                                           \</div><div class="line">        VEC_DATA_TYPE(<span class="keywordtype">int</span>, size)                                                                                                    \</div><div class="line">        x = a + (1 &lt;&lt; (k_fractional_bits - 3));                                                                                     \</div><div class="line">        VEC_DATA_TYPE(<span class="keywordtype">int</span>, size)                                                                                                    \</div><div class="line">        x2 = <a class="code" href="helpers__asymm_8h.xhtml#a5483aefd5e07244661178bfd3f434448">ASYMM_MULT</a>(x, x, size);                                                                                                \</div><div class="line">        VEC_DATA_TYPE(<span class="keywordtype">int</span>, size)                                                                                                    \</div><div class="line">        x3 = <a class="code" href="helpers__asymm_8h.xhtml#a5483aefd5e07244661178bfd3f434448">ASYMM_MULT</a>(x2, x, size);                                                                                               \</div><div class="line">        VEC_DATA_TYPE(<span class="keywordtype">int</span>, size)                                                                                                    \</div><div class="line">        x4 = <a class="code" href="helpers__asymm_8h.xhtml#a5483aefd5e07244661178bfd3f434448">ASYMM_MULT</a>(x2, x2, size);                                                                                              \</div><div class="line">        VEC_DATA_TYPE(<span class="keywordtype">int</span>, size)                                                                                                    \</div><div class="line">        x4_over_4 = <a class="code" href="helpers__asymm_8h.xhtml#aa43fc359dea64362f3016384f4269845">ASYMM_ROUNDING_DIVIDE_BY_POW2</a>(x4, 2, size);                                                                     \</div><div class="line">        VEC_DATA_TYPE(<span class="keywordtype">int</span>, size)                                                                                                    \</div><div class="line">        x4_over_24_plus_x3_over_6_plus_x2 = <a class="code" href="helpers__asymm_8h.xhtml#a5483aefd5e07244661178bfd3f434448">ASYMM_MULT</a>((x4_over_4 + x3), constant_1_over_3, size) + x2;                             \</div><div class="line">        VEC_DATA_TYPE(<span class="keywordtype">int</span>, size)                                                                                                    \</div><div class="line">        x4_over_24_plus_x3_over_6_plus_x2_over_2 = <a class="code" href="helpers__asymm_8h.xhtml#aa43fc359dea64362f3016384f4269845">ASYMM_ROUNDING_DIVIDE_BY_POW2</a>(x4_over_24_plus_x3_over_6_plus_x2, 1, size);       \</div><div class="line">        return constant_term + <a class="code" href="helpers__asymm_8h.xhtml#a5483aefd5e07244661178bfd3f434448">ASYMM_MULT</a>(constant_term, x + x4_over_24_plus_x3_over_6_plus_x2_over_2, size);                       \</div><div class="line">    }</div><div class="ttc" id="helpers__asymm_8h_xhtml_a5483aefd5e07244661178bfd3f434448"><div class="ttname"><a href="helpers__asymm_8h.xhtml#a5483aefd5e07244661178bfd3f434448">ASYMM_MULT</a></div><div class="ttdeci">#define ASYMM_MULT(a, b, size)</div><div class="ttdef"><b>Definition:</b> <a href="helpers__asymm_8h_source.xhtml#l00296">helpers_asymm.h:296</a></div></div>
-<div class="ttc" id="helpers__asymm_8h_xhtml_aa43fc359dea64362f3016384f4269845"><div class="ttname"><a href="helpers__asymm_8h.xhtml#aa43fc359dea64362f3016384f4269845">ASYMM_ROUNDING_DIVIDE_BY_POW2</a></div><div class="ttdeci">#define ASYMM_ROUNDING_DIVIDE_BY_POW2(x, exponent, size)</div><div class="ttdef"><b>Definition:</b> <a href="helpers__asymm_8h_source.xhtml#l00295">helpers_asymm.h:295</a></div></div>
-<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_a36f754c05b6fddf6df0d8d0a74f8159f"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a></div><div class="ttdeci">#define VEC_DATA_TYPE(type, size)</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00073">helpers.h:73</a></div></div>
+<b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) asymm_exp_on_interval_between_negative_one_quarter_and_0_excl##size(<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) a) \</div><div class="line">    {                                                                                                                               \</div><div class="line">        const <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) constant_term     = 1895147668;                                                              \</div><div class="line">        const <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) constant_1_over_3 = 715827883;                                                               \</div><div class="line">        const <span class="keywordtype">int</span> k_fractional_bits = 31;                                                                                           \</div><div class="line">        VEC_DATA_TYPE(<span class="keywordtype">int</span>, size)                                                                                                    \</div><div class="line">        x = a + (1 &lt;&lt; (k_fractional_bits - 3));                                                                                     \</div><div class="line">        VEC_DATA_TYPE(<span class="keywordtype">int</span>, size)                                                                                                    \</div><div class="line">        x2 = <a class="code" href="helpers__asymm_8h.xhtml#a5483aefd5e07244661178bfd3f434448">ASYMM_MULT</a>(x, x, size);                                                                                                \</div><div class="line">        VEC_DATA_TYPE(<span class="keywordtype">int</span>, size)                                                                                                    \</div><div class="line">        x3 = <a class="code" href="helpers__asymm_8h.xhtml#a5483aefd5e07244661178bfd3f434448">ASYMM_MULT</a>(x2, x, size);                                                                                               \</div><div class="line">        VEC_DATA_TYPE(<span class="keywordtype">int</span>, size)                                                                                                    \</div><div class="line">        x4 = <a class="code" href="helpers__asymm_8h.xhtml#a5483aefd5e07244661178bfd3f434448">ASYMM_MULT</a>(x2, x2, size);                                                                                              \</div><div class="line">        VEC_DATA_TYPE(<span class="keywordtype">int</span>, size)                                                                                                    \</div><div class="line">        x4_over_4 = <a class="code" href="helpers__asymm_8h.xhtml#aa43fc359dea64362f3016384f4269845">ASYMM_ROUNDING_DIVIDE_BY_POW2</a>(x4, 2, size);                                                                     \</div><div class="line">        VEC_DATA_TYPE(<span class="keywordtype">int</span>, size)                                                                                                    \</div><div class="line">        x4_over_24_plus_x3_over_6_plus_x2 = <a class="code" href="helpers__asymm_8h.xhtml#a5483aefd5e07244661178bfd3f434448">ASYMM_MULT</a>((x4_over_4 + x3), constant_1_over_3, size) + x2;                             \</div><div class="line">        VEC_DATA_TYPE(<span class="keywordtype">int</span>, size)                                                                                                    \</div><div class="line">        x4_over_24_plus_x3_over_6_plus_x2_over_2 = <a class="code" href="helpers__asymm_8h.xhtml#aa43fc359dea64362f3016384f4269845">ASYMM_ROUNDING_DIVIDE_BY_POW2</a>(x4_over_24_plus_x3_over_6_plus_x2, 1, size);       \</div><div class="line">        return constant_term + <a class="code" href="helpers__asymm_8h.xhtml#a5483aefd5e07244661178bfd3f434448">ASYMM_MULT</a>(constant_term, x + x4_over_24_plus_x3_over_6_plus_x2_over_2, size);                       \</div><div class="line">    }</div><div class="ttc" id="helpers__asymm_8h_xhtml_a5483aefd5e07244661178bfd3f434448"><div class="ttname"><a href="helpers__asymm_8h.xhtml#a5483aefd5e07244661178bfd3f434448">ASYMM_MULT</a></div><div class="ttdeci">#define ASYMM_MULT(a, b, size)</div><div class="ttdef"><b>Definition:</b> <a href="helpers__asymm_8h_source.xhtml#l00371">helpers_asymm.h:371</a></div></div>
+<div class="ttc" id="helpers__asymm_8h_xhtml_aa43fc359dea64362f3016384f4269845"><div class="ttname"><a href="helpers__asymm_8h.xhtml#aa43fc359dea64362f3016384f4269845">ASYMM_ROUNDING_DIVIDE_BY_POW2</a></div><div class="ttdeci">#define ASYMM_ROUNDING_DIVIDE_BY_POW2(x, exponent, size)</div><div class="ttdef"><b>Definition:</b> <a href="helpers__asymm_8h_source.xhtml#l00370">helpers_asymm.h:370</a></div></div>
+<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_a36f754c05b6fddf6df0d8d0a74f8159f"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a></div><div class="ttdeci">#define VEC_DATA_TYPE(type, size)</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00255">helpers.h:255</a></div></div>
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 <p>Calculates \( exp(x) \) for x in [-1/4, 0). </p>
 <dl class="params"><dt>Parameters</dt><dd>
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 <dl class="section return"><dt>Returns</dt><dd>Result in fixed-point format Q0. </dd></dl>
 
-<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00077">77</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00147">147</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00379">379</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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 <dl class="section return"><dt>Returns</dt><dd>Result in fixed-point format Q0. </dd></dl>
 
-<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00164">164</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00234">234</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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-<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00302">302</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00377">377</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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 <b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) asymm_mask_if_non_zero##size(<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) a) \</div><div class="line">    {                                                                                        \</div><div class="line">        const <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) all_zeros = 0;                                        \</div><div class="line">        const <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) all_ones  = ~0;                                       \</div><div class="line">        return <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(all_zeros, all_ones, a != 0);                                          \</div><div class="line">    }</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_af77145fbdc6b0c8931148f5597d9de53"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">arm_compute::test::validation::select</a></div><div class="ttdeci">CLSelect select</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_2_select_8cpp_source.xhtml#l00164">Select.cpp:164</a></div></div>
-<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_a36f754c05b6fddf6df0d8d0a74f8159f"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a></div><div class="ttdeci">#define VEC_DATA_TYPE(type, size)</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00073">helpers.h:73</a></div></div>
+<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_a36f754c05b6fddf6df0d8d0a74f8159f"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a></div><div class="ttdeci">#define VEC_DATA_TYPE(type, size)</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00255">helpers.h:255</a></div></div>
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 <p>For each element of input vector, the corresponding bits of the result item are set if the input item is non-zero. </p>
 <dl class="params"><dt>Parameters</dt><dd>
@@ -455,7 +496,7 @@
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 <dl class="section return"><dt>Returns</dt><dd>Output vector with bits set when corresponding bit in <code>a</code> is non zero. </dd></dl>
 
-<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00136">136</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00206">206</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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-<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00301">301</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00376">376</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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 <b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) asymm_mask_if_zero##size(<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) a) \</div><div class="line">    {                                                                                    \</div><div class="line">        const <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) all_zeros = 0;                                    \</div><div class="line">        const <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) all_ones  = ~0;                                   \</div><div class="line">        return <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(all_zeros, all_ones, a == 0);                                      \</div><div class="line">    }</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_af77145fbdc6b0c8931148f5597d9de53"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">arm_compute::test::validation::select</a></div><div class="ttdeci">CLSelect select</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_2_select_8cpp_source.xhtml#l00164">Select.cpp:164</a></div></div>
-<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_a36f754c05b6fddf6df0d8d0a74f8159f"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a></div><div class="ttdeci">#define VEC_DATA_TYPE(type, size)</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00073">helpers.h:73</a></div></div>
+<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_a36f754c05b6fddf6df0d8d0a74f8159f"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a></div><div class="ttdeci">#define VEC_DATA_TYPE(type, size)</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00255">helpers.h:255</a></div></div>
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 <p>For each element of input vector, the corresponding bits of the result item are set if the input item is zero. </p>
 <dl class="params"><dt>Parameters</dt><dd>
@@ -516,7 +557,7 @@
 </dl>
 <dl class="section return"><dt>Returns</dt><dd>Output vector with bits set when corresponding bit in <code>a</code> is zero. </dd></dl>
 
-<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00121">121</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00191">191</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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-<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00296">296</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
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-<b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) <a class="code" href="softmax__layer__quantized_8cl.xhtml#a525a42d38133b1051b8924b456add4a1">asymm_mult</a>##size(<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) a, <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aa76b4a6e74940dabc5b7fc6b2dab3545">b</a>) \</div><div class="line">    {                                                                                                        \</div><div class="line">        VEC_DATA_TYPE(<span class="keywordtype">int</span>, size)                                                                             \</div><div class="line">        overflow = a == <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aa76b4a6e74940dabc5b7fc6b2dab3545">b</a> &amp;&amp; a == INT_MIN;                                                                   \</div><div class="line">        VEC_DATA_TYPE(<span class="keywordtype">long</span>, size)                                                                            \</div><div class="line">        a_64 = convert_long##size(a);                                                                        \</div><div class="line">        VEC_DATA_TYPE(<span class="keywordtype">long</span>, size)                                                                            \</div><div class="line">        b_64 = convert_long##size(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aa76b4a6e74940dabc5b7fc6b2dab3545">b</a>);                                                                        \</div><div class="line">        VEC_DATA_TYPE(<span class="keywordtype">long</span>, size)                                                                            \</div><div class="line">        ab_64 = a_64 * b_64;                                                                                 \</div><div class="line">        <span class="comment">/* COMPMID-907 */</span>                                                                                    \</div><div class="line">        VEC_DATA_TYPE(<span class="keywordtype">int</span>, size)                                                                             \</div><div class="line">        ab_x2_high32 = convert_int##size(((ab_64 + (1 &lt;&lt; 30)) &gt;&gt; 31));                                       \</div><div class="line">        return <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(ab_x2_high32, INT_MAX, overflow);                                                      \</div><div class="line">    }</div><div class="ttc" id="softmax__layer__quantized_8cl_xhtml_a525a42d38133b1051b8924b456add4a1"><div class="ttname"><a href="softmax__layer__quantized_8cl.xhtml#a525a42d38133b1051b8924b456add4a1">asymm_mult</a></div><div class="ttdeci">#define asymm_mult(a, b)</div><div class="ttdef"><b>Definition:</b> <a href="softmax__layer__quantized_8cl_source.xhtml#l00056">softmax_layer_quantized.cl:56</a></div></div>
+<b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) <a class="code" href="softmax__layer__quantized_8cl.xhtml#a525a42d38133b1051b8924b456add4a1">asymm_mult</a>##size(<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) a, <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aa76b4a6e74940dabc5b7fc6b2dab3545">b</a>) \</div><div class="line">    {                                                                                                        \</div><div class="line">        VEC_DATA_TYPE(<span class="keywordtype">int</span>, size)                                                                             \</div><div class="line">        overflow = a == <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aa76b4a6e74940dabc5b7fc6b2dab3545">b</a> &amp;&amp; a == INT_MIN;                                                                   \</div><div class="line">        VEC_DATA_TYPE(<span class="keywordtype">long</span>, size)                                                                            \</div><div class="line">        a_64 = convert_long##size(a);                                                                        \</div><div class="line">        VEC_DATA_TYPE(<span class="keywordtype">long</span>, size)                                                                            \</div><div class="line">        b_64 = convert_long##size(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aa76b4a6e74940dabc5b7fc6b2dab3545">b</a>);                                                                        \</div><div class="line">        VEC_DATA_TYPE(<span class="keywordtype">long</span>, size)                                                                            \</div><div class="line">        ab_64 = a_64 * b_64;                                                                                 \</div><div class="line">        <span class="comment">/* COMPMID-907 */</span>                                                                                    \</div><div class="line">        VEC_DATA_TYPE(<span class="keywordtype">int</span>, size)                                                                             \</div><div class="line">        ab_x2_high32 = convert_int##size(((ab_64 + (1 &lt;&lt; 30)) &gt;&gt; 31));                                       \</div><div class="line">        return <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(ab_x2_high32, INT_MAX, overflow);                                                      \</div><div class="line">    }</div><div class="ttc" id="softmax__layer__quantized_8cl_xhtml_a525a42d38133b1051b8924b456add4a1"><div class="ttname"><a href="softmax__layer__quantized_8cl.xhtml#a525a42d38133b1051b8924b456add4a1">asymm_mult</a></div><div class="ttdeci">#define asymm_mult(a, b)</div><div class="ttdef"><b>Definition:</b> <a href="softmax__layer__quantized_8cl_source.xhtml#l00057">softmax_layer_quantized.cl:57</a></div></div>
 <div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aa76b4a6e74940dabc5b7fc6b2dab3545"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aa76b4a6e74940dabc5b7fc6b2dab3545">arm_compute::test::validation::b</a></div><div class="ttdeci">SimpleTensor&lt; float &gt; b</div><div class="ttdef"><b>Definition:</b> <a href="_c_p_p_2_d_f_t_8cpp_source.xhtml#l00157">DFT.cpp:157</a></div></div>
 <div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_af77145fbdc6b0c8931148f5597d9de53"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">arm_compute::test::validation::select</a></div><div class="ttdeci">CLSelect select</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_2_select_8cpp_source.xhtml#l00164">Select.cpp:164</a></div></div>
-<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_a36f754c05b6fddf6df0d8d0a74f8159f"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a></div><div class="ttdeci">#define VEC_DATA_TYPE(type, size)</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00073">helpers.h:73</a></div></div>
+<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_a36f754c05b6fddf6df0d8d0a74f8159f"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a></div><div class="ttdeci">#define VEC_DATA_TYPE(type, size)</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00255">helpers.h:255</a></div></div>
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 <p>Product of two numbers, interpreting them as fixed-point values in the interval [-1, 1), rounding to the nearest value, and saturating -1 * -1 to the maximum value. </p>
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+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00124">124</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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-<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00305">305</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00380">380</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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-<b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) asymm_one_over_one_plus_x_for_x_in_0_1##size(<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) a) \</div><div class="line">    {                                                                                                        \</div><div class="line">        const <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) Q0_one = INT_MAX;                                                     \</div><div class="line">        const <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) Q2_one = 1 &lt;&lt; (31 - 2);                                               \</div><div class="line">        VEC_DATA_TYPE(<span class="keywordtype">int</span>, size)                                                                             \</div><div class="line">        half_denominator = <a class="code" href="helpers__asymm_8h.xhtml#ad47fa44c1566aa4678fe524478490612">ASYMM_ROUNDING_HALF_SUM</a>(a, Q0_one, size);                                         \</div><div class="line">        const <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) Q2_48_over_17     = 1515870810;                                       \</div><div class="line">        const <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) Q2_neg_32_over_17 = -1010580540;                                      \</div><div class="line">        VEC_DATA_TYPE(<span class="keywordtype">int</span>, size)                                                                             \</div><div class="line">        x = Q2_48_over_17 + <a class="code" href="helpers__asymm_8h.xhtml#a5483aefd5e07244661178bfd3f434448">ASYMM_MULT</a>(half_denominator, Q2_neg_32_over_17, size);                           \</div><div class="line">        for(<span class="keywordtype">int</span> i = 0; i &lt; 3; i++)                                                                           \</div><div class="line">        {                                                                                                    \</div><div class="line">            VEC_DATA_TYPE(<span class="keywordtype">int</span>, size)                                                                         \</div><div class="line">            half_denominator_times_x = <a class="code" href="helpers__asymm_8h.xhtml#a5483aefd5e07244661178bfd3f434448">ASYMM_MULT</a>(half_denominator, x, size);                                \</div><div class="line">            VEC_DATA_TYPE(<span class="keywordtype">int</span>, size)                                                                         \</div><div class="line">            one_minus_half_denominator_times_x = Q2_one - half_denominator_times_x;                          \</div><div class="line">            VEC_DATA_TYPE(<span class="keywordtype">int</span>, size)                                                                         \</div><div class="line">            tmp = <a class="code" href="helpers__asymm_8h.xhtml#a5483aefd5e07244661178bfd3f434448">ASYMM_MULT</a>(x, one_minus_half_denominator_times_x, size);                                   \</div><div class="line">            x   = x + <a class="code" href="helpers__asymm_8h.xhtml#a4cc3ff3a2eeb5f5e9d6743e08f632928">ASYMM_SATURATING_ROUNDING_MULT_BY_POW2</a>(tmp, 2, size);                                  \</div><div class="line">        }                                                                                                    \</div><div class="line">        return <a class="code" href="helpers__asymm_8h.xhtml#a4cc3ff3a2eeb5f5e9d6743e08f632928">ASYMM_SATURATING_ROUNDING_MULT_BY_POW2</a>(x, 1, size);                                           \</div><div class="line">    }</div><div class="ttc" id="helpers__asymm_8h_xhtml_a5483aefd5e07244661178bfd3f434448"><div class="ttname"><a href="helpers__asymm_8h.xhtml#a5483aefd5e07244661178bfd3f434448">ASYMM_MULT</a></div><div class="ttdeci">#define ASYMM_MULT(a, b, size)</div><div class="ttdef"><b>Definition:</b> <a href="helpers__asymm_8h_source.xhtml#l00296">helpers_asymm.h:296</a></div></div>
-<div class="ttc" id="helpers__asymm_8h_xhtml_a4cc3ff3a2eeb5f5e9d6743e08f632928"><div class="ttname"><a href="helpers__asymm_8h.xhtml#a4cc3ff3a2eeb5f5e9d6743e08f632928">ASYMM_SATURATING_ROUNDING_MULT_BY_POW2</a></div><div class="ttdeci">#define ASYMM_SATURATING_ROUNDING_MULT_BY_POW2(x, exponent, size)</div><div class="ttdef"><b>Definition:</b> <a href="helpers__asymm_8h_source.xhtml#l00306">helpers_asymm.h:306</a></div></div>
-<div class="ttc" id="helpers__asymm_8h_xhtml_ad47fa44c1566aa4678fe524478490612"><div class="ttname"><a href="helpers__asymm_8h.xhtml#ad47fa44c1566aa4678fe524478490612">ASYMM_ROUNDING_HALF_SUM</a></div><div class="ttdeci">#define ASYMM_ROUNDING_HALF_SUM(a, b, size)</div><div class="ttdef"><b>Definition:</b> <a href="helpers__asymm_8h_source.xhtml#l00307">helpers_asymm.h:307</a></div></div>
-<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_a36f754c05b6fddf6df0d8d0a74f8159f"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a></div><div class="ttdeci">#define VEC_DATA_TYPE(type, size)</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00073">helpers.h:73</a></div></div>
+<b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) asymm_one_over_one_plus_x_for_x_in_0_1##size(<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) a) \</div><div class="line">    {                                                                                                        \</div><div class="line">        const <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) Q0_one = INT_MAX;                                                     \</div><div class="line">        const <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) Q2_one = 1 &lt;&lt; (31 - 2);                                               \</div><div class="line">        VEC_DATA_TYPE(<span class="keywordtype">int</span>, size)                                                                             \</div><div class="line">        half_denominator = <a class="code" href="helpers__asymm_8h.xhtml#ad47fa44c1566aa4678fe524478490612">ASYMM_ROUNDING_HALF_SUM</a>(a, Q0_one, size);                                         \</div><div class="line">        const <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) Q2_48_over_17     = 1515870810;                                       \</div><div class="line">        const <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) Q2_neg_32_over_17 = -1010580540;                                      \</div><div class="line">        VEC_DATA_TYPE(<span class="keywordtype">int</span>, size)                                                                             \</div><div class="line">        x = Q2_48_over_17 + <a class="code" href="helpers__asymm_8h.xhtml#a5483aefd5e07244661178bfd3f434448">ASYMM_MULT</a>(half_denominator, Q2_neg_32_over_17, size);                           \</div><div class="line">        for(<span class="keywordtype">int</span> i = 0; i &lt; 3; i++)                                                                           \</div><div class="line">        {                                                                                                    \</div><div class="line">            VEC_DATA_TYPE(<span class="keywordtype">int</span>, size)                                                                         \</div><div class="line">            half_denominator_times_x = <a class="code" href="helpers__asymm_8h.xhtml#a5483aefd5e07244661178bfd3f434448">ASYMM_MULT</a>(half_denominator, x, size);                                \</div><div class="line">            VEC_DATA_TYPE(<span class="keywordtype">int</span>, size)                                                                         \</div><div class="line">            one_minus_half_denominator_times_x = Q2_one - half_denominator_times_x;                          \</div><div class="line">            VEC_DATA_TYPE(<span class="keywordtype">int</span>, size)                                                                         \</div><div class="line">            tmp = <a class="code" href="helpers__asymm_8h.xhtml#a5483aefd5e07244661178bfd3f434448">ASYMM_MULT</a>(x, one_minus_half_denominator_times_x, size);                                   \</div><div class="line">            x   = x + <a class="code" href="helpers__asymm_8h.xhtml#a4cc3ff3a2eeb5f5e9d6743e08f632928">ASYMM_SATURATING_ROUNDING_MULT_BY_POW2</a>(tmp, 2, size);                                  \</div><div class="line">        }                                                                                                    \</div><div class="line">        return <a class="code" href="helpers__asymm_8h.xhtml#a4cc3ff3a2eeb5f5e9d6743e08f632928">ASYMM_SATURATING_ROUNDING_MULT_BY_POW2</a>(x, 1, size);                                           \</div><div class="line">    }</div><div class="ttc" id="helpers__asymm_8h_xhtml_a5483aefd5e07244661178bfd3f434448"><div class="ttname"><a href="helpers__asymm_8h.xhtml#a5483aefd5e07244661178bfd3f434448">ASYMM_MULT</a></div><div class="ttdeci">#define ASYMM_MULT(a, b, size)</div><div class="ttdef"><b>Definition:</b> <a href="helpers__asymm_8h_source.xhtml#l00371">helpers_asymm.h:371</a></div></div>
+<div class="ttc" id="helpers__asymm_8h_xhtml_a4cc3ff3a2eeb5f5e9d6743e08f632928"><div class="ttname"><a href="helpers__asymm_8h.xhtml#a4cc3ff3a2eeb5f5e9d6743e08f632928">ASYMM_SATURATING_ROUNDING_MULT_BY_POW2</a></div><div class="ttdeci">#define ASYMM_SATURATING_ROUNDING_MULT_BY_POW2(x, exponent, size)</div><div class="ttdef"><b>Definition:</b> <a href="helpers__asymm_8h_source.xhtml#l00381">helpers_asymm.h:381</a></div></div>
+<div class="ttc" id="helpers__asymm_8h_xhtml_ad47fa44c1566aa4678fe524478490612"><div class="ttname"><a href="helpers__asymm_8h.xhtml#ad47fa44c1566aa4678fe524478490612">ASYMM_ROUNDING_HALF_SUM</a></div><div class="ttdeci">#define ASYMM_ROUNDING_HALF_SUM(a, b, size)</div><div class="ttdef"><b>Definition:</b> <a href="helpers__asymm_8h_source.xhtml#l00382">helpers_asymm.h:382</a></div></div>
+<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_a36f754c05b6fddf6df0d8d0a74f8159f"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a></div><div class="ttdeci">#define VEC_DATA_TYPE(type, size)</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00255">helpers.h:255</a></div></div>
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 <p>Calculates \( 1 / (1 + x) \) for x in (0, 1). </p>
 <dl class="params"><dt>Parameters</dt><dd>
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 <dl class="section return"><dt>Returns</dt><dd>Result in fixed-point format Q0. </dd></dl>
 
-<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00258">258</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00328">328</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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-<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00308">308</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00383">383</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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-<b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) <a class="code" href="softmax__layer__quantized_8cl.xhtml#ad57ea340cdcfeb2e1375b70c3ae59bae">asymm_rescale</a>##size(<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) value, <span class="keywordtype">int</span> src_integer_bits, <span class="keywordtype">int</span> dst_integer_bits) \</div><div class="line">    {                                                                                                                               \</div><div class="line">        int exponent = src_integer_bits - dst_integer_bits;                                                                         \</div><div class="line">        return <a class="code" href="helpers__asymm_8h.xhtml#a4cc3ff3a2eeb5f5e9d6743e08f632928">ASYMM_SATURATING_ROUNDING_MULT_BY_POW2</a>(value, exponent, size);                                                       \</div><div class="line">    }</div><div class="ttc" id="helpers__asymm_8h_xhtml_a4cc3ff3a2eeb5f5e9d6743e08f632928"><div class="ttname"><a href="helpers__asymm_8h.xhtml#a4cc3ff3a2eeb5f5e9d6743e08f632928">ASYMM_SATURATING_ROUNDING_MULT_BY_POW2</a></div><div class="ttdeci">#define ASYMM_SATURATING_ROUNDING_MULT_BY_POW2(x, exponent, size)</div><div class="ttdef"><b>Definition:</b> <a href="helpers__asymm_8h_source.xhtml#l00306">helpers_asymm.h:306</a></div></div>
-<div class="ttc" id="softmax__layer__quantized_8cl_xhtml_ad57ea340cdcfeb2e1375b70c3ae59bae"><div class="ttname"><a href="softmax__layer__quantized_8cl.xhtml#ad57ea340cdcfeb2e1375b70c3ae59bae">asymm_rescale</a></div><div class="ttdeci">#define asymm_rescale(value, src_integer_bits, dst_integer_bits)</div><div class="ttdef"><b>Definition:</b> <a href="softmax__layer__quantized_8cl_source.xhtml#l00058">softmax_layer_quantized.cl:58</a></div></div>
-<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_a36f754c05b6fddf6df0d8d0a74f8159f"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a></div><div class="ttdeci">#define VEC_DATA_TYPE(type, size)</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00073">helpers.h:73</a></div></div>
+<b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) <a class="code" href="softmax__layer__quantized_8cl.xhtml#ad57ea340cdcfeb2e1375b70c3ae59bae">asymm_rescale</a>##size(<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) value, <span class="keywordtype">int</span> src_integer_bits, <span class="keywordtype">int</span> dst_integer_bits) \</div><div class="line">    {                                                                                                                               \</div><div class="line">        int exponent = src_integer_bits - dst_integer_bits;                                                                         \</div><div class="line">        return <a class="code" href="helpers__asymm_8h.xhtml#a4cc3ff3a2eeb5f5e9d6743e08f632928">ASYMM_SATURATING_ROUNDING_MULT_BY_POW2</a>(value, exponent, size);                                                       \</div><div class="line">    }</div><div class="ttc" id="helpers__asymm_8h_xhtml_a4cc3ff3a2eeb5f5e9d6743e08f632928"><div class="ttname"><a href="helpers__asymm_8h.xhtml#a4cc3ff3a2eeb5f5e9d6743e08f632928">ASYMM_SATURATING_ROUNDING_MULT_BY_POW2</a></div><div class="ttdeci">#define ASYMM_SATURATING_ROUNDING_MULT_BY_POW2(x, exponent, size)</div><div class="ttdef"><b>Definition:</b> <a href="helpers__asymm_8h_source.xhtml#l00381">helpers_asymm.h:381</a></div></div>
+<div class="ttc" id="softmax__layer__quantized_8cl_xhtml_ad57ea340cdcfeb2e1375b70c3ae59bae"><div class="ttname"><a href="softmax__layer__quantized_8cl.xhtml#ad57ea340cdcfeb2e1375b70c3ae59bae">asymm_rescale</a></div><div class="ttdeci">#define asymm_rescale(value, src_integer_bits, dst_integer_bits)</div><div class="ttdef"><b>Definition:</b> <a href="softmax__layer__quantized_8cl_source.xhtml#l00059">softmax_layer_quantized.cl:59</a></div></div>
+<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_a36f754c05b6fddf6df0d8d0a74f8159f"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a></div><div class="ttdeci">#define VEC_DATA_TYPE(type, size)</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00255">helpers.h:255</a></div></div>
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 <p>Considering the integer value as fixed-point, change the number of integer bits and update value accordingly. </p>
 <dl class="params"><dt>Parameters</dt><dd>
@@ -764,7 +805,7 @@
 </dl>
 <dl class="section return"><dt>Returns</dt><dd>Rescaled value. </dd></dl>
 
-<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00288">288</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00358">358</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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-<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00295">295</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00370">370</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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-<b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) asymm_rounding_divide_by_POW2_##size(<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) x, <span class="keywordtype">int</span> exponent) \</div><div class="line">    {                                                                                                              \</div><div class="line">        VEC_DATA_TYPE(<span class="keywordtype">int</span>, size)                                                                                   \</div><div class="line">        mask = (1 &lt;&lt; exponent) - 1;                                                                                \</div><div class="line">        const <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) zero = 0;                                                                   \</div><div class="line">        const <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) one  = 1;                                                                   \</div><div class="line">        VEC_DATA_TYPE(<span class="keywordtype">int</span>, size)                                                                                   \</div><div class="line">        threshold = (mask &gt;&gt; 1) + <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(zero, one, x &lt; 0);                                                        \</div><div class="line">        return (x &gt;&gt; exponent) + <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(zero, one, (x &amp; mask) &gt; <a class="code" href="namespacearm__compute_1_1test_1_1validation_1_1reference.xhtml#a6cae310822a46019ba25a00ddb0f7e62">threshold</a>);                                        \</div><div class="line">    }</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_af77145fbdc6b0c8931148f5597d9de53"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">arm_compute::test::validation::select</a></div><div class="ttdeci">CLSelect select</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_2_select_8cpp_source.xhtml#l00164">Select.cpp:164</a></div></div>
+<b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) asymm_rounding_divide_by_POW2_##size(<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) x, <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) exponent) \</div><div class="line">    {                                                                                                                                   \</div><div class="line">        const <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size)                                                                                                  \</div><div class="line">        zero = (<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size))0;                                                                                         \</div><div class="line">        const <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size)                                                                                                  \</div><div class="line">        one = (<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size))1;                                                                                          \</div><div class="line">        VEC_DATA_TYPE(<span class="keywordtype">int</span>, size)                                                                                                        \</div><div class="line">        mask = (one &lt;&lt; exponent) - one;                                                                                                 \</div><div class="line">        VEC_DATA_TYPE(<span class="keywordtype">int</span>, size)                                                                                                        \</div><div class="line">        threshold = (mask &gt;&gt; 1) + <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(zero, one, x &lt; 0);                                                                             \</div><div class="line">        return (x &gt;&gt; exponent) + <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(zero, one, (x &amp; mask) &gt; <a class="code" href="namespacearm__compute_1_1test_1_1validation_1_1reference.xhtml#a6cae310822a46019ba25a00ddb0f7e62">threshold</a>);                                                             \</div><div class="line">    }</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_af77145fbdc6b0c8931148f5597d9de53"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">arm_compute::test::validation::select</a></div><div class="ttdeci">CLSelect select</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_2_select_8cpp_source.xhtml#l00164">Select.cpp:164</a></div></div>
 <div class="ttc" id="namespacearm__compute_1_1test_1_1validation_1_1reference_xhtml_a6cae310822a46019ba25a00ddb0f7e62"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation_1_1reference.xhtml#a6cae310822a46019ba25a00ddb0f7e62">arm_compute::test::validation::reference::threshold</a></div><div class="ttdeci">SimpleTensor&lt; T &gt; threshold(const SimpleTensor&lt; T &gt; &amp;src, T threshold, T false_value, T true_value, ThresholdType type, T upper)</div><div class="ttdef"><b>Definition:</b> <a href="reference_2_threshold_8cpp_source.xhtml#l00035">Threshold.cpp:35</a></div></div>
-<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_a36f754c05b6fddf6df0d8d0a74f8159f"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a></div><div class="ttdeci">#define VEC_DATA_TYPE(type, size)</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00073">helpers.h:73</a></div></div>
+<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_a36f754c05b6fddf6df0d8d0a74f8159f"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a></div><div class="ttdeci">#define VEC_DATA_TYPE(type, size)</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00255">helpers.h:255</a></div></div>
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 <p>Correctly-rounded-to-nearest division by a power-of-two. </p>
 <dl class="params"><dt>Parameters</dt><dd>
@@ -832,7 +873,7 @@
 </dl>
 <dl class="section return"><dt>Returns</dt><dd>Correctly-rounded-to-nearest division by a power-of-two. </dd></dl>
 
-<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00035">35</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00103">103</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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-<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00307">307</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00382">382</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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@@ -890,7 +931,7 @@
 <b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) asymm_rounding_half_sum##size(<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) a, <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aa76b4a6e74940dabc5b7fc6b2dab3545">b</a>) \</div><div class="line">    {                                                                                                                     \</div><div class="line">        VEC_DATA_TYPE(<span class="keywordtype">long</span>, size)                                                                                         \</div><div class="line">        a64 = convert_long##size(a);                                                                                      \</div><div class="line">        VEC_DATA_TYPE(<span class="keywordtype">long</span>, size)                                                                                         \</div><div class="line">        b64 = convert_long##size(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aa76b4a6e74940dabc5b7fc6b2dab3545">b</a>);                                                                                      \</div><div class="line">        VEC_DATA_TYPE(<span class="keywordtype">long</span>, size)                                                                                         \</div><div class="line">        sum = a64 + b64;                                                                                                  \</div><div class="line">        const <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">long</span>, size) one       = 1;                                                                    \</div><div class="line">        const <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">long</span>, size) minus_one = -1;                                                                   \</div><div class="line">        VEC_DATA_TYPE(<span class="keywordtype">long</span>, size)                                                                                         \</div><div class="line">        sign = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">select</a>(minus_one, one, <a class="code" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">sum</a> &gt;= 0);                                                                          \</div><div class="line">        return convert_int##size((<a class="code" href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">sum</a> + sign) / 2);                                                                       \</div><div class="line">    }</div><div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_aa76b4a6e74940dabc5b7fc6b2dab3545"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#aa76b4a6e74940dabc5b7fc6b2dab3545">arm_compute::test::validation::b</a></div><div class="ttdeci">SimpleTensor&lt; float &gt; b</div><div class="ttdef"><b>Definition:</b> <a href="_c_p_p_2_d_f_t_8cpp_source.xhtml#l00157">DFT.cpp:157</a></div></div>
 <div class="ttc" id="reduction__operation_8cl_xhtml_ab0df00f5333da51860deb93deb44a782"><div class="ttname"><a href="reduction__operation_8cl.xhtml#ab0df00f5333da51860deb93deb44a782">sum</a></div><div class="ttdeci">DATA_TYPE sum(__global const DATA_TYPE *input)</div><div class="ttdoc">Calculate sum of a vector.</div><div class="ttdef"><b>Definition:</b> <a href="reduction__operation_8cl_source.xhtml#l00065">reduction_operation.cl:65</a></div></div>
 <div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_af77145fbdc6b0c8931148f5597d9de53"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#af77145fbdc6b0c8931148f5597d9de53">arm_compute::test::validation::select</a></div><div class="ttdeci">CLSelect select</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_2_select_8cpp_source.xhtml#l00164">Select.cpp:164</a></div></div>
-<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_a36f754c05b6fddf6df0d8d0a74f8159f"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a></div><div class="ttdeci">#define VEC_DATA_TYPE(type, size)</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00073">helpers.h:73</a></div></div>
+<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_a36f754c05b6fddf6df0d8d0a74f8159f"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a></div><div class="ttdeci">#define VEC_DATA_TYPE(type, size)</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00255">helpers.h:255</a></div></div>
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 <p>Calculates (a+b)/2, rounded to the nearest integer. </p>
 <p>Equivalent to VRHADD in the ARM NEON instruction set.</p>
@@ -902,7 +943,7 @@
 </dl>
 <dl class="section return"><dt>Returns</dt><dd>(a+b)/2, rounded to the nearest integer. </dd></dl>
 
-<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00236">236</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00306">306</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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-<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00306">306</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00381">381</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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-<b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) asymm_saturating_rounding_mult_by_pow2##size(<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) x, <span class="keywordtype">int</span> exponent) \</div><div class="line">    {                                                                                                                      \</div><div class="line">        if(exponent &lt; 0)                                                                                                   \</div><div class="line">        {                                                                                                                  \</div><div class="line">            return <a class="code" href="helpers__asymm_8h.xhtml#aa43fc359dea64362f3016384f4269845">ASYMM_ROUNDING_DIVIDE_BY_POW2</a>(x, -exponent, size);                                                      \</div><div class="line">        }                                                                                                                  \</div><div class="line">        \</div><div class="line">        const <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) min = INT_MIN;                                                                      \</div><div class="line">        const <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) max = INT_MAX;                                                                      \</div><div class="line">        int <a class="code" href="namespacearm__compute_1_1test_1_1validation_1_1reference.xhtml#a6cae310822a46019ba25a00ddb0f7e62">threshold</a> = ((1 &lt;&lt; (31 - exponent)) - 1);                                                                      \</div><div class="line">        VEC_DATA_TYPE(<span class="keywordtype">int</span>, size)                                                                                           \</div><div class="line">        positive_mask = <a class="code" href="helpers__asymm_8h.xhtml#af1d5450c9c4c13a6b7aa52af197b54b2">ASYMM_MASK_IF_NON_ZERO</a>(x &gt; <a class="code" href="namespacearm__compute_1_1test_1_1validation_1_1reference.xhtml#a6cae310822a46019ba25a00ddb0f7e62">threshold</a>, size);                                                       \</div><div class="line">        VEC_DATA_TYPE(<span class="keywordtype">int</span>, size)                                                                                           \</div><div class="line">        negative_mask = <a class="code" href="helpers__asymm_8h.xhtml#af1d5450c9c4c13a6b7aa52af197b54b2">ASYMM_MASK_IF_NON_ZERO</a>(x &lt; -<a class="code" href="namespacearm__compute_1_1test_1_1validation_1_1reference.xhtml#a6cae310822a46019ba25a00ddb0f7e62">threshold</a>, size);                                                      \</div><div class="line">        VEC_DATA_TYPE(<span class="keywordtype">int</span>, size)                                                                                           \</div><div class="line">        result = x &lt;&lt; exponent;                                                                                            \</div><div class="line">        result = <a class="code" href="helpers__asymm_8h.xhtml#a9bc08a8c1833c5e6055ad6665e3ccf12">ASYMM_SELECT_USING_MASK</a>(positive_mask, max, result, size);                                                \</div><div class="line">        result = <a class="code" href="helpers__asymm_8h.xhtml#a9bc08a8c1833c5e6055ad6665e3ccf12">ASYMM_SELECT_USING_MASK</a>(negative_mask, min, result, size);                                                \</div><div class="line">        return result;                                                                                                     \</div><div class="line">    }</div><div class="ttc" id="helpers__asymm_8h_xhtml_aa43fc359dea64362f3016384f4269845"><div class="ttname"><a href="helpers__asymm_8h.xhtml#aa43fc359dea64362f3016384f4269845">ASYMM_ROUNDING_DIVIDE_BY_POW2</a></div><div class="ttdeci">#define ASYMM_ROUNDING_DIVIDE_BY_POW2(x, exponent, size)</div><div class="ttdef"><b>Definition:</b> <a href="helpers__asymm_8h_source.xhtml#l00295">helpers_asymm.h:295</a></div></div>
-<div class="ttc" id="helpers__asymm_8h_xhtml_af1d5450c9c4c13a6b7aa52af197b54b2"><div class="ttname"><a href="helpers__asymm_8h.xhtml#af1d5450c9c4c13a6b7aa52af197b54b2">ASYMM_MASK_IF_NON_ZERO</a></div><div class="ttdeci">#define ASYMM_MASK_IF_NON_ZERO(a, size)</div><div class="ttdef"><b>Definition:</b> <a href="helpers__asymm_8h_source.xhtml#l00302">helpers_asymm.h:302</a></div></div>
-<div class="ttc" id="helpers__asymm_8h_xhtml_a9bc08a8c1833c5e6055ad6665e3ccf12"><div class="ttname"><a href="helpers__asymm_8h.xhtml#a9bc08a8c1833c5e6055ad6665e3ccf12">ASYMM_SELECT_USING_MASK</a></div><div class="ttdeci">#define ASYMM_SELECT_USING_MASK(if_mask, then_val, else_val, size)</div><div class="ttdef"><b>Definition:</b> <a href="helpers__asymm_8h_source.xhtml#l00300">helpers_asymm.h:300</a></div></div>
+<b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) asymm_saturating_rounding_mult_by_pow2##size(<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) x, <span class="keywordtype">int</span> exponent) \</div><div class="line">    {                                                                                                                      \</div><div class="line">        if(exponent &lt; 0)                                                                                                   \</div><div class="line">        {                                                                                                                  \</div><div class="line">            return <a class="code" href="helpers__asymm_8h.xhtml#aa43fc359dea64362f3016384f4269845">ASYMM_ROUNDING_DIVIDE_BY_POW2</a>(x, -exponent, size);                                                      \</div><div class="line">        }                                                                                                                  \</div><div class="line">        \</div><div class="line">        const <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) min = INT_MIN;                                                                      \</div><div class="line">        const <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) max = INT_MAX;                                                                      \</div><div class="line">        int <a class="code" href="namespacearm__compute_1_1test_1_1validation_1_1reference.xhtml#a6cae310822a46019ba25a00ddb0f7e62">threshold</a> = ((1 &lt;&lt; (31 - exponent)) - 1);                                                                      \</div><div class="line">        VEC_DATA_TYPE(<span class="keywordtype">int</span>, size)                                                                                           \</div><div class="line">        positive_mask = <a class="code" href="helpers__asymm_8h.xhtml#af1d5450c9c4c13a6b7aa52af197b54b2">ASYMM_MASK_IF_NON_ZERO</a>(x &gt; <a class="code" href="namespacearm__compute_1_1test_1_1validation_1_1reference.xhtml#a6cae310822a46019ba25a00ddb0f7e62">threshold</a>, size);                                                       \</div><div class="line">        VEC_DATA_TYPE(<span class="keywordtype">int</span>, size)                                                                                           \</div><div class="line">        negative_mask = <a class="code" href="helpers__asymm_8h.xhtml#af1d5450c9c4c13a6b7aa52af197b54b2">ASYMM_MASK_IF_NON_ZERO</a>(x &lt; -<a class="code" href="namespacearm__compute_1_1test_1_1validation_1_1reference.xhtml#a6cae310822a46019ba25a00ddb0f7e62">threshold</a>, size);                                                      \</div><div class="line">        VEC_DATA_TYPE(<span class="keywordtype">int</span>, size)                                                                                           \</div><div class="line">        result = x &lt;&lt; exponent;                                                                                            \</div><div class="line">        result = <a class="code" href="helpers__asymm_8h.xhtml#a9bc08a8c1833c5e6055ad6665e3ccf12">ASYMM_SELECT_USING_MASK</a>(positive_mask, max, result, size);                                                \</div><div class="line">        result = <a class="code" href="helpers__asymm_8h.xhtml#a9bc08a8c1833c5e6055ad6665e3ccf12">ASYMM_SELECT_USING_MASK</a>(negative_mask, min, result, size);                                                \</div><div class="line">        return result;                                                                                                     \</div><div class="line">    }</div><div class="ttc" id="helpers__asymm_8h_xhtml_aa43fc359dea64362f3016384f4269845"><div class="ttname"><a href="helpers__asymm_8h.xhtml#aa43fc359dea64362f3016384f4269845">ASYMM_ROUNDING_DIVIDE_BY_POW2</a></div><div class="ttdeci">#define ASYMM_ROUNDING_DIVIDE_BY_POW2(x, exponent, size)</div><div class="ttdef"><b>Definition:</b> <a href="helpers__asymm_8h_source.xhtml#l00370">helpers_asymm.h:370</a></div></div>
+<div class="ttc" id="helpers__asymm_8h_xhtml_af1d5450c9c4c13a6b7aa52af197b54b2"><div class="ttname"><a href="helpers__asymm_8h.xhtml#af1d5450c9c4c13a6b7aa52af197b54b2">ASYMM_MASK_IF_NON_ZERO</a></div><div class="ttdeci">#define ASYMM_MASK_IF_NON_ZERO(a, size)</div><div class="ttdef"><b>Definition:</b> <a href="helpers__asymm_8h_source.xhtml#l00377">helpers_asymm.h:377</a></div></div>
+<div class="ttc" id="helpers__asymm_8h_xhtml_a9bc08a8c1833c5e6055ad6665e3ccf12"><div class="ttname"><a href="helpers__asymm_8h.xhtml#a9bc08a8c1833c5e6055ad6665e3ccf12">ASYMM_SELECT_USING_MASK</a></div><div class="ttdeci">#define ASYMM_SELECT_USING_MASK(if_mask, then_val, else_val, size)</div><div class="ttdef"><b>Definition:</b> <a href="helpers__asymm_8h_source.xhtml#l00375">helpers_asymm.h:375</a></div></div>
 <div class="ttc" id="namespacearm__compute_1_1test_1_1validation_1_1reference_xhtml_a6cae310822a46019ba25a00ddb0f7e62"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation_1_1reference.xhtml#a6cae310822a46019ba25a00ddb0f7e62">arm_compute::test::validation::reference::threshold</a></div><div class="ttdeci">SimpleTensor&lt; T &gt; threshold(const SimpleTensor&lt; T &gt; &amp;src, T threshold, T false_value, T true_value, ThresholdType type, T upper)</div><div class="ttdef"><b>Definition:</b> <a href="reference_2_threshold_8cpp_source.xhtml#l00035">Threshold.cpp:35</a></div></div>
-<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_a36f754c05b6fddf6df0d8d0a74f8159f"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a></div><div class="ttdeci">#define VEC_DATA_TYPE(type, size)</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00073">helpers.h:73</a></div></div>
+<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_a36f754c05b6fddf6df0d8d0a74f8159f"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a></div><div class="ttdeci">#define VEC_DATA_TYPE(type, size)</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00255">helpers.h:255</a></div></div>
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 <p>Calculates the product of a integer value by a power of two, with either a positive exponent (equivalent to an arithmetic left shift, saturating) or a negative exponent (equivalent to an arithmetic right shift, rounding to nearest). </p>
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-<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00207">207</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00277">277</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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-<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00300">300</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00375">375</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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       </table>
 </div><div class="memdoc">
-<b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) asymm_select_using_mask##size(<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) if_mask, <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) then_val, <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) else_val) \</div><div class="line">    {                                                                                                                                                                     \</div><div class="line">        return (if_mask &amp; then_val) ^ (~if_mask &amp; else_val);                                                                                                              \</div><div class="line">    }</div><div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_a36f754c05b6fddf6df0d8d0a74f8159f"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a></div><div class="ttdeci">#define VEC_DATA_TYPE(type, size)</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00073">helpers.h:73</a></div></div>
+<b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) asymm_select_using_mask##size(<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) if_mask, <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) then_val, <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) else_val) \</div><div class="line">    {                                                                                                                                                                     \</div><div class="line">        return (if_mask &amp; then_val) ^ (~if_mask &amp; else_val);                                                                                                              \</div><div class="line">    }</div><div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_a36f754c05b6fddf6df0d8d0a74f8159f"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a></div><div class="ttdeci">#define VEC_DATA_TYPE(type, size)</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00255">helpers.h:255</a></div></div>
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 <p>Each bit of the result is set to the corresponding bit of either then_val or else_val depending on whether the corresponding bit of if_mask is set. </p>
 <p>Equivalent to the VBSL instruction in ARM NEON.</p>
@@ -1045,7 +1086,219 @@
 </dl>
 <dl class="section return"><dt>Returns</dt><dd>Result contaning bits from <code>then_val</code> or from <code>else_val</code> depending on corresponding bit in <code>if_mask</code> is set or not. </dd></dl>
 
-<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00108">108</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00178">178</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+
+</div>
+</div>
+<a id="ae41349ddba7d47794bba4d2fcf659872"></a>
+<h2 class="memtitle"><span class="permalink"><a href="#ae41349ddba7d47794bba4d2fcf659872">&#9670;&nbsp;</a></span>CONVERT_DOWN_RTE</h2>
+
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">#define CONVERT_DOWN_RTE</td>
+          <td>(</td>
+          <td class="paramtype">&#160;</td>
+          <td class="paramname">x, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">&#160;</td>
+          <td class="paramname">type&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td>&#160;&#160;&#160;<a class="el" href="helpers__asymm_8h.xhtml#a2ed0ea00bf682e806812fd9dbdbea5e7">CONVERT_DOWN_RTE_STR</a>(x, type)</td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00037">37</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+
+</div>
+</div>
+<a id="a2ed0ea00bf682e806812fd9dbdbea5e7"></a>
+<h2 class="memtitle"><span class="permalink"><a href="#a2ed0ea00bf682e806812fd9dbdbea5e7">&#9670;&nbsp;</a></span>CONVERT_DOWN_RTE_STR</h2>
+
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">#define CONVERT_DOWN_RTE_STR</td>
+          <td>(</td>
+          <td class="paramtype">&#160;</td>
+          <td class="paramname">x, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">&#160;</td>
+          <td class="paramname">type&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td>&#160;&#160;&#160;(convert_##type##_rte((x)))</td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+
+<p>Convert the given vector with round to nearest even rounding mode. </p>
+<dl class="params"><dt>Parameters</dt><dd>
+  <table class="params">
+    <tr><td class="paramdir">[in]</td><td class="paramname">x</td><td>The target to be converted </td></tr>
+    <tr><td class="paramdir">[in]</td><td class="paramname">type</td><td>The target type</td></tr>
+  </table>
+  </dd>
+</dl>
+<dl class="section return"><dt>Returns</dt><dd>The converted vector </dd></dl>
+
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00036">36</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+
+</div>
+</div>
+<a id="a4f0a8fe9e57d31f7ca26a697ca140029"></a>
+<h2 class="memtitle"><span class="permalink"><a href="#a4f0a8fe9e57d31f7ca26a697ca140029">&#9670;&nbsp;</a></span>DEQUANTIZE</h2>
+
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">#define DEQUANTIZE</td>
+          <td>(</td>
+          <td class="paramtype">&#160;</td>
+          <td class="paramname">input, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">&#160;</td>
+          <td class="paramname"><a class="el" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">&#160;</td>
+          <td class="paramname">scale, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">&#160;</td>
+          <td class="paramname">type, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">&#160;</td>
+          <td class="paramname">size&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td>&#160;&#160;&#160;<a class="el" href="helpers__asymm_8h.xhtml#ab98579b6a5e03ada17294034cbe4aa02">DEQUANTIZE_STR</a>(input, <a class="el" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>, scale, type, size)</td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00368">368</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+
+</div>
+</div>
+<a id="ac5fe0200eafe2b88af574a2ed34c3c11"></a>
+<h2 class="memtitle"><span class="permalink"><a href="#ac5fe0200eafe2b88af574a2ed34c3c11">&#9670;&nbsp;</a></span>DEQUANTIZE_IMPL</h2>
+
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">#define DEQUANTIZE_IMPL</td>
+          <td>(</td>
+          <td class="paramtype">&#160;</td>
+          <td class="paramname">type, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">&#160;</td>
+          <td class="paramname">size&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+<b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">float</span>, size) dequantize_##<a class="code" href="namespace_gemm_tuner.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>##size(<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<a class="code" href="namespace_gemm_tuner.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>, size) <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a8fcf2ddd9a1d58b1b280f5c0aed71845">input</a>, <span class="keywordtype">float</span> <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>, <span class="keywordtype">float</span> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#acec6d8ad52a28972fa74e071c1a63b6a">scale</a>) \</div><div class="line">    {                                                                                                                     \</div><div class="line">        return (<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a8fcf2ddd9a1d58b1b280f5c0aed71845">input</a>, <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">float</span>, 4)) - <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>) * <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#acec6d8ad52a28972fa74e071c1a63b6a">scale</a>;                                                \</div><div class="line">    }</div><div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_a009469e4d9b8fce3b6d5e97d2077827d"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a></div><div class="ttdeci">__global uchar * offset(const Image *img, int x, int y)</div><div class="ttdoc">Get the pointer position of a Image.</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00510">helpers.h:510</a></div></div>
+<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_aa8d95ba04fc73845abc6045952cae5be"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">CONVERT</a></div><div class="ttdeci">#define CONVERT(x, type)</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00261">helpers.h:261</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a8fcf2ddd9a1d58b1b280f5c0aed71845"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a8fcf2ddd9a1d58b1b280f5c0aed71845">arm_compute::test::validation::input</a></div><div class="ttdeci">auto input</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_2_l_s_t_m_layer_quantized_8cpp_source.xhtml#l00487">LSTMLayerQuantized.cpp:487</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_acec6d8ad52a28972fa74e071c1a63b6a"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#acec6d8ad52a28972fa74e071c1a63b6a">arm_compute::test::validation::scale</a></div><div class="ttdeci">scale</div><div class="ttdef"><b>Definition:</b> <a href="_n_e_o_n_2_pixel_wise_multiplication_8cpp_source.xhtml#l00317">PixelWiseMultiplication.cpp:317</a></div></div>
+<div class="ttc" id="namespace_gemm_tuner_xhtml_a7aead736a07eaf25623ad7bfa1f0ee2d"><div class="ttname"><a href="namespace_gemm_tuner.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">GemmTuner.type</a></div><div class="ttdeci">type</div><div class="ttdef"><b>Definition:</b> <a href="_gemm_tuner_8py_source.xhtml#l00527">GemmTuner.py:527</a></div></div>
+<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_a36f754c05b6fddf6df0d8d0a74f8159f"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a></div><div class="ttdeci">#define VEC_DATA_TYPE(type, size)</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00255">helpers.h:255</a></div></div>
+</div><!-- fragment -->
+<p>Dequantize a vector of values to floating-point. </p>
+<dl class="params"><dt>Parameters</dt><dd>
+  <table class="params">
+    <tr><td class="paramdir">[in]</td><td class="paramname">type</td><td>Input data type. </td></tr>
+    <tr><td class="paramdir">[in]</td><td class="paramname">size</td><td>Size of vector.</td></tr>
+  </table>
+  </dd>
+</dl>
+<dl class="section return"><dt>Returns</dt><dd>dequantized values in floating point </dd></dl>
+
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00091">91</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+
+</div>
+</div>
+<a id="ab98579b6a5e03ada17294034cbe4aa02"></a>
+<h2 class="memtitle"><span class="permalink"><a href="#ab98579b6a5e03ada17294034cbe4aa02">&#9670;&nbsp;</a></span>DEQUANTIZE_STR</h2>
+
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">#define DEQUANTIZE_STR</td>
+          <td>(</td>
+          <td class="paramtype">&#160;</td>
+          <td class="paramname">input, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">&#160;</td>
+          <td class="paramname"><a class="el" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">&#160;</td>
+          <td class="paramname">scale, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">&#160;</td>
+          <td class="paramname">type, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">&#160;</td>
+          <td class="paramname">size&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td>&#160;&#160;&#160;dequantize_##type##size(input, <a class="el" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>, scale)</td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00367">367</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
 </div>
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@@ -1105,7 +1358,7 @@
       </table>
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-<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00303">303</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00378">378</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
 </div>
 </div>
@@ -1124,12 +1377,155 @@
         </tr>
       </table>
 </div><div class="memdoc">
-<b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) exp_barrel_shifter##size(<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) result, <span class="keywordtype">int</span> exponent, <span class="keywordtype">int</span> fp_multiplier, <span class="keywordtype">int</span> k_integer_bits, <span class="keywordtype">int</span> k_fractional_bits, <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) remainder) \</div><div class="line">    {                                                                                                                                                                                                         \</div><div class="line">        if(k_integer_bits &gt; exponent)                                                                                                                                                                         \</div><div class="line">        {                                                                                                                                                                                                     \</div><div class="line">            const <span class="keywordtype">int</span> k_shift_amount = k_integer_bits &gt; exponent ? k_fractional_bits + exponent : 0;                                                                                                          \</div><div class="line">            return <a class="code" href="helpers__asymm_8h.xhtml#a9bc08a8c1833c5e6055ad6665e3ccf12">ASYMM_SELECT_USING_MASK</a>(                                                                                                                                                                   \</div><div class="line">                    <a class="code" href="helpers__asymm_8h.xhtml#af1d5450c9c4c13a6b7aa52af197b54b2">ASYMM_MASK_IF_NON_ZERO</a>(remainder &amp; (1 &lt;&lt; k_shift_amount), size),                                                                                                                              \</div><div class="line">                    <a class="code" href="helpers__asymm_8h.xhtml#a5483aefd5e07244661178bfd3f434448">ASYMM_MULT</a>(result, fp_multiplier, size), result, size);                                                                                                                                       \</div><div class="line">        }                                                                                                                                                                                                     \</div><div class="line">        \</div><div class="line">        return result;                                                                                                                                                                                        \</div><div class="line">    }</div><div class="ttc" id="helpers__asymm_8h_xhtml_a5483aefd5e07244661178bfd3f434448"><div class="ttname"><a href="helpers__asymm_8h.xhtml#a5483aefd5e07244661178bfd3f434448">ASYMM_MULT</a></div><div class="ttdeci">#define ASYMM_MULT(a, b, size)</div><div class="ttdef"><b>Definition:</b> <a href="helpers__asymm_8h_source.xhtml#l00296">helpers_asymm.h:296</a></div></div>
-<div class="ttc" id="helpers__asymm_8h_xhtml_af1d5450c9c4c13a6b7aa52af197b54b2"><div class="ttname"><a href="helpers__asymm_8h.xhtml#af1d5450c9c4c13a6b7aa52af197b54b2">ASYMM_MASK_IF_NON_ZERO</a></div><div class="ttdeci">#define ASYMM_MASK_IF_NON_ZERO(a, size)</div><div class="ttdef"><b>Definition:</b> <a href="helpers__asymm_8h_source.xhtml#l00302">helpers_asymm.h:302</a></div></div>
-<div class="ttc" id="helpers__asymm_8h_xhtml_a9bc08a8c1833c5e6055ad6665e3ccf12"><div class="ttname"><a href="helpers__asymm_8h.xhtml#a9bc08a8c1833c5e6055ad6665e3ccf12">ASYMM_SELECT_USING_MASK</a></div><div class="ttdeci">#define ASYMM_SELECT_USING_MASK(if_mask, then_val, else_val, size)</div><div class="ttdef"><b>Definition:</b> <a href="helpers__asymm_8h_source.xhtml#l00300">helpers_asymm.h:300</a></div></div>
-<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_a36f754c05b6fddf6df0d8d0a74f8159f"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a></div><div class="ttdeci">#define VEC_DATA_TYPE(type, size)</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00073">helpers.h:73</a></div></div>
+<b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) exp_barrel_shifter##size(<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) result, <span class="keywordtype">int</span> exponent, <span class="keywordtype">int</span> fp_multiplier, <span class="keywordtype">int</span> k_integer_bits, <span class="keywordtype">int</span> k_fractional_bits, <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size) remainder) \</div><div class="line">    {                                                                                                                                                                                                         \</div><div class="line">        if(k_integer_bits &gt; exponent)                                                                                                                                                                         \</div><div class="line">        {                                                                                                                                                                                                     \</div><div class="line">            const <span class="keywordtype">int</span> k_shift_amount = k_integer_bits &gt; exponent ? k_fractional_bits + exponent : 0;                                                                                                          \</div><div class="line">            return <a class="code" href="helpers__asymm_8h.xhtml#a9bc08a8c1833c5e6055ad6665e3ccf12">ASYMM_SELECT_USING_MASK</a>(                                                                                                                                                                   \</div><div class="line">                    <a class="code" href="helpers__asymm_8h.xhtml#af1d5450c9c4c13a6b7aa52af197b54b2">ASYMM_MASK_IF_NON_ZERO</a>(remainder &amp; (1 &lt;&lt; k_shift_amount), size),                                                                                                                              \</div><div class="line">                    <a class="code" href="helpers__asymm_8h.xhtml#a5483aefd5e07244661178bfd3f434448">ASYMM_MULT</a>(result, fp_multiplier, size), result, size);                                                                                                                                       \</div><div class="line">        }                                                                                                                                                                                                     \</div><div class="line">        \</div><div class="line">        return result;                                                                                                                                                                                        \</div><div class="line">    }</div><div class="ttc" id="helpers__asymm_8h_xhtml_a5483aefd5e07244661178bfd3f434448"><div class="ttname"><a href="helpers__asymm_8h.xhtml#a5483aefd5e07244661178bfd3f434448">ASYMM_MULT</a></div><div class="ttdeci">#define ASYMM_MULT(a, b, size)</div><div class="ttdef"><b>Definition:</b> <a href="helpers__asymm_8h_source.xhtml#l00371">helpers_asymm.h:371</a></div></div>
+<div class="ttc" id="helpers__asymm_8h_xhtml_af1d5450c9c4c13a6b7aa52af197b54b2"><div class="ttname"><a href="helpers__asymm_8h.xhtml#af1d5450c9c4c13a6b7aa52af197b54b2">ASYMM_MASK_IF_NON_ZERO</a></div><div class="ttdeci">#define ASYMM_MASK_IF_NON_ZERO(a, size)</div><div class="ttdef"><b>Definition:</b> <a href="helpers__asymm_8h_source.xhtml#l00377">helpers_asymm.h:377</a></div></div>
+<div class="ttc" id="helpers__asymm_8h_xhtml_a9bc08a8c1833c5e6055ad6665e3ccf12"><div class="ttname"><a href="helpers__asymm_8h.xhtml#a9bc08a8c1833c5e6055ad6665e3ccf12">ASYMM_SELECT_USING_MASK</a></div><div class="ttdeci">#define ASYMM_SELECT_USING_MASK(if_mask, then_val, else_val, size)</div><div class="ttdef"><b>Definition:</b> <a href="helpers__asymm_8h_source.xhtml#l00375">helpers_asymm.h:375</a></div></div>
+<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_a36f754c05b6fddf6df0d8d0a74f8159f"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a></div><div class="ttdeci">#define VEC_DATA_TYPE(type, size)</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00255">helpers.h:255</a></div></div>
 </div><!-- fragment -->
-<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00144">144</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00214">214</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+
+</div>
+</div>
+<a id="a85ca50207e80cca8c76b5d3da85e4a9f"></a>
+<h2 class="memtitle"><span class="permalink"><a href="#a85ca50207e80cca8c76b5d3da85e4a9f">&#9670;&nbsp;</a></span>QUANTIZE</h2>
+
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">#define QUANTIZE</td>
+          <td>(</td>
+          <td class="paramtype">&#160;</td>
+          <td class="paramname">input, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">&#160;</td>
+          <td class="paramname"><a class="el" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">&#160;</td>
+          <td class="paramname">scale, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">&#160;</td>
+          <td class="paramname">type, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">&#160;</td>
+          <td class="paramname">size&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td>&#160;&#160;&#160;<a class="el" href="helpers__asymm_8h.xhtml#a7fd28520161d368b45c31098ad948d32">QUANTIZE_STR</a>(input, <a class="el" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>, scale, type, size)</td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00366">366</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+
+</div>
+</div>
+<a id="a1cb86b1d0c99a1e72dacda1bc615baf6"></a>
+<h2 class="memtitle"><span class="permalink"><a href="#a1cb86b1d0c99a1e72dacda1bc615baf6">&#9670;&nbsp;</a></span>QUANTIZE_IMPL</h2>
+
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">#define QUANTIZE_IMPL</td>
+          <td>(</td>
+          <td class="paramtype">&#160;</td>
+          <td class="paramname">type, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">&#160;</td>
+          <td class="paramname">size&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+<b>Value:</b><div class="fragment"><div class="line"><span class="keyword">inline</span> <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<a class="code" href="namespace_gemm_tuner.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>, size) quantize_##<a class="code" href="namespace_gemm_tuner.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>##size(<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">float</span>, size) <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a8fcf2ddd9a1d58b1b280f5c0aed71845">input</a>, <span class="keywordtype">float</span> <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>, <span class="keywordtype">float</span> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#acec6d8ad52a28972fa74e071c1a63b6a">scale</a>) \</div><div class="line">    {                                                                                                                   \</div><div class="line">        VEC_DATA_TYPE(<span class="keywordtype">float</span>, size)                                                                                      \</div><div class="line">        out_f32 = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a8fcf2ddd9a1d58b1b280f5c0aed71845">input</a> / (<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">float</span>, size))(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#acec6d8ad52a28972fa74e071c1a63b6a">scale</a>) + (<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">float</span>, size))(<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>);                   \</div><div class="line">        VEC_DATA_TYPE(<a class="code" href="namespace_gemm_tuner.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>, size)                                                                                       \</div><div class="line">        res = <a class="code" href="direct__convolution1x1_8cl.xhtml#a1f15728672380ade7a238f5e783d54d2">CONVERT_SAT</a>(<a class="code" href="helpers__asymm_8h.xhtml#ae41349ddba7d47794bba4d2fcf659872">CONVERT_DOWN_RTE</a>(out_f32, <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<span class="keywordtype">int</span>, size)), <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<a class="code" href="namespace_gemm_tuner.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a>, size));              \</div><div class="line">        return res;                                                                                                     \</div><div class="line">    }</div><div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_a009469e4d9b8fce3b6d5e97d2077827d"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a></div><div class="ttdeci">__global uchar * offset(const Image *img, int x, int y)</div><div class="ttdoc">Get the pointer position of a Image.</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00510">helpers.h:510</a></div></div>
+<div class="ttc" id="direct__convolution1x1_8cl_xhtml_a1f15728672380ade7a238f5e783d54d2"><div class="ttname"><a href="direct__convolution1x1_8cl.xhtml#a1f15728672380ade7a238f5e783d54d2">CONVERT_SAT</a></div><div class="ttdeci">#define CONVERT_SAT(a, b)</div><div class="ttdef"><b>Definition:</b> <a href="direct__convolution1x1_8cl_source.xhtml#l00030">direct_convolution1x1.cl:30</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a8fcf2ddd9a1d58b1b280f5c0aed71845"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a8fcf2ddd9a1d58b1b280f5c0aed71845">arm_compute::test::validation::input</a></div><div class="ttdeci">auto input</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_2_l_s_t_m_layer_quantized_8cpp_source.xhtml#l00487">LSTMLayerQuantized.cpp:487</a></div></div>
+<div class="ttc" id="helpers__asymm_8h_xhtml_ae41349ddba7d47794bba4d2fcf659872"><div class="ttname"><a href="helpers__asymm_8h.xhtml#ae41349ddba7d47794bba4d2fcf659872">CONVERT_DOWN_RTE</a></div><div class="ttdeci">#define CONVERT_DOWN_RTE(x, type)</div><div class="ttdef"><b>Definition:</b> <a href="helpers__asymm_8h_source.xhtml#l00037">helpers_asymm.h:37</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_acec6d8ad52a28972fa74e071c1a63b6a"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#acec6d8ad52a28972fa74e071c1a63b6a">arm_compute::test::validation::scale</a></div><div class="ttdeci">scale</div><div class="ttdef"><b>Definition:</b> <a href="_n_e_o_n_2_pixel_wise_multiplication_8cpp_source.xhtml#l00317">PixelWiseMultiplication.cpp:317</a></div></div>
+<div class="ttc" id="namespace_gemm_tuner_xhtml_a7aead736a07eaf25623ad7bfa1f0ee2d"><div class="ttname"><a href="namespace_gemm_tuner.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">GemmTuner.type</a></div><div class="ttdeci">type</div><div class="ttdef"><b>Definition:</b> <a href="_gemm_tuner_8py_source.xhtml#l00527">GemmTuner.py:527</a></div></div>
+<div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_a36f754c05b6fddf6df0d8d0a74f8159f"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a></div><div class="ttdeci">#define VEC_DATA_TYPE(type, size)</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00255">helpers.h:255</a></div></div>
+</div><!-- fragment -->
+<p>Quantize a vector of values from floating-point. </p>
+<dl class="params"><dt>Parameters</dt><dd>
+  <table class="params">
+    <tr><td class="paramdir">[in]</td><td class="paramname">type</td><td>Output data type. </td></tr>
+    <tr><td class="paramdir">[in]</td><td class="paramname">size</td><td>Size of vector.</td></tr>
+  </table>
+  </dd>
+</dl>
+<dl class="section return"><dt>Returns</dt><dd>quantized values </dd></dl>
+
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00074">74</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+
+</div>
+</div>
+<a id="a7fd28520161d368b45c31098ad948d32"></a>
+<h2 class="memtitle"><span class="permalink"><a href="#a7fd28520161d368b45c31098ad948d32">&#9670;&nbsp;</a></span>QUANTIZE_STR</h2>
+
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">#define QUANTIZE_STR</td>
+          <td>(</td>
+          <td class="paramtype">&#160;</td>
+          <td class="paramname">input, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">&#160;</td>
+          <td class="paramname"><a class="el" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">&#160;</td>
+          <td class="paramname">scale, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">&#160;</td>
+          <td class="paramname">type, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">&#160;</td>
+          <td class="paramname">size&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td>&#160;&#160;&#160;quantize_##type##size(input, <a class="el" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>, scale)</td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00365">365</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
 </div>
 </div>
@@ -1158,7 +1554,7 @@
 </table>
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+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00408">408</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00405">405</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00406">406</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00407">407</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00433">433</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00430">430</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00431">431</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00432">432</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00423">423</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00420">420</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00421">421</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00422">422</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00418">418</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00415">415</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00416">416</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00417">417</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
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+<h2 class="memtitle"><span class="permalink"><a href="#aa6e82fbd2ec198afdd091651b7c2f7db">&#9670;&nbsp;</a></span>asymm_mult1()</h2>
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+<div class="memitem">
+<div class="memproto">
+<table class="mlabels">
+  <tr>
+  <td class="mlabels-left">
+      <table class="memname">
+        <tr>
+          <td class="memname">int asymm_mult1 </td>
+          <td>(</td>
+          <td class="paramtype">int&#160;</td>
+          <td class="paramname"><em>a</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">int&#160;</td>
+          <td class="paramname"><em>b</em>&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+  </td>
+  <td class="mlabels-right">
+<span class="mlabels"><span class="mlabel">inline</span></span>  </td>
+  </tr>
+</table>
+</div><div class="memdoc">
+
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00399">399</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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-<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00318">318</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00403">403</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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-<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00315">315</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00400">400</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00401">401</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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-<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00317">317</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00402">402</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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-<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00363">363</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00448">448</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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-<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00360">360</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00445">445</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00446">446</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00447">447</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00453">453</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00450">450</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00451">451</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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-<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00367">367</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00452">452</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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-<h2 class="memtitle"><span class="permalink"><a href="#a21d65cd6ac14696d58509b82789db845">&#9670;&nbsp;</a></span>asymm_rounding_divide_by_POW2_16()</h2>
+<a id="aaf71dc45cca316d4fbde2665cb49919c"></a>
+<h2 class="memtitle"><span class="permalink"><a href="#aaf71dc45cca316d4fbde2665cb49919c">&#9670;&nbsp;</a></span>asymm_rounding_divide_by_POW2_1()</h2>
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+<div class="memitem">
+<div class="memproto">
+<table class="mlabels">
+  <tr>
+  <td class="mlabels-left">
+      <table class="memname">
+        <tr>
+          <td class="memname">int asymm_rounding_divide_by_POW2_1 </td>
+          <td>(</td>
+          <td class="paramtype">int&#160;</td>
+          <td class="paramname"><em>x</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">int&#160;</td>
+          <td class="paramname"><em>exponent</em>&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+  </td>
+  <td class="mlabels-right">
+<span class="mlabels"><span class="mlabel">inline</span></span>  </td>
+  </tr>
+</table>
+</div><div class="memdoc">
+
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00393">393</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+
+</div>
+</div>
+<a id="a74839afd2405644eaf64450a121d0871"></a>
+<h2 class="memtitle"><span class="permalink"><a href="#a74839afd2405644eaf64450a121d0871">&#9670;&nbsp;</a></span>asymm_rounding_divide_by_POW2_16()</h2>
 
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           <td class="paramkey"></td>
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+          <td class="paramtype">int16&#160;</td>
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-<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00313">313</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00397">397</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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-<h2 class="memtitle"><span class="permalink"><a href="#ae62b2416b40ca28724c065e95e18a25b">&#9670;&nbsp;</a></span>asymm_rounding_divide_by_POW2_2()</h2>
+<a id="ae1ed2d7eea67b60ff64ed119fe273e2b"></a>
+<h2 class="memtitle"><span class="permalink"><a href="#ae1ed2d7eea67b60ff64ed119fe273e2b">&#9670;&nbsp;</a></span>asymm_rounding_divide_by_POW2_2()</h2>
 
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+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00394">394</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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-<h2 class="memtitle"><span class="permalink"><a href="#a2660d5193f286b247cf533d8ca234e77">&#9670;&nbsp;</a></span>asymm_rounding_divide_by_POW2_4()</h2>
+<a id="ae6b082ae2ce96c4abf74b2d3ee323a6d"></a>
+<h2 class="memtitle"><span class="permalink"><a href="#ae6b082ae2ce96c4abf74b2d3ee323a6d">&#9670;&nbsp;</a></span>asymm_rounding_divide_by_POW2_4()</h2>
 
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           <td class="paramkey"></td>
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-          <td class="paramtype">int&#160;</td>
+          <td class="paramtype">int4&#160;</td>
           <td class="paramname"><em>exponent</em>&#160;</td>
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+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00395">395</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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-<h2 class="memtitle"><span class="permalink"><a href="#a38afb1b30447264fd62ca7ad86e7ea19">&#9670;&nbsp;</a></span>asymm_rounding_divide_by_POW2_8()</h2>
+<a id="aa32a080a129749481581ed0243d4facf"></a>
+<h2 class="memtitle"><span class="permalink"><a href="#aa32a080a129749481581ed0243d4facf">&#9670;&nbsp;</a></span>asymm_rounding_divide_by_POW2_8()</h2>
 
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+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00396">396</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00443">443</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00440">440</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00441">441</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00442">442</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00438">438</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00435">435</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00436">436</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00437">437</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00413">413</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00410">410</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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-<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00326">326</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00411">411</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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-<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00327">327</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00412">412</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+
+</div>
+</div>
+<a id="afbec2094d42590b94e7eead93710411d"></a>
+<h2 class="memtitle"><span class="permalink"><a href="#afbec2094d42590b94e7eead93710411d">&#9670;&nbsp;</a></span>dequantize_qasymm8()</h2>
+
+<div class="memitem">
+<div class="memproto">
+<table class="mlabels">
+  <tr>
+  <td class="mlabels-left">
+      <table class="memname">
+        <tr>
+          <td class="memname">float dequantize_qasymm8 </td>
+          <td>(</td>
+          <td class="paramtype">uchar&#160;</td>
+          <td class="paramname"><em>input</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">float&#160;</td>
+          <td class="paramname"><em>offset</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">float&#160;</td>
+          <td class="paramname"><em>scale</em>&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+  </td>
+  <td class="mlabels-right">
+<span class="mlabels"><span class="mlabel">inline</span></span>  </td>
+  </tr>
+</table>
+</div><div class="memdoc">
+
+<p>Dequantize a scalar value from 8-bit asymmetric to floating-point. </p>
+<dl class="params"><dt>Parameters</dt><dd>
+  <table class="params">
+    <tr><td class="paramdir">[in]</td><td class="paramname">input</td><td>Input value to quantize </td></tr>
+    <tr><td class="paramdir">[in]</td><td class="paramname">offset</td><td>Quantization offset </td></tr>
+    <tr><td class="paramdir">[in]</td><td class="paramname">scale</td><td>Quantization scale</td></tr>
+  </table>
+  </dd>
+</dl>
+<dl class="section return"><dt>Returns</dt><dd>quantized value </dd></dl>
+
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00062">62</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+<div class="fragment"><div class="line"><a name="l00063"></a><span class="lineno">   63</span>&#160;{</div><div class="line"><a name="l00064"></a><span class="lineno">   64</span>&#160;    <span class="keywordflow">return</span> ((<span class="keywordtype">float</span>)<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a8fcf2ddd9a1d58b1b280f5c0aed71845">input</a> - <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>) * <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#acec6d8ad52a28972fa74e071c1a63b6a">scale</a>;</div><div class="line"><a name="l00065"></a><span class="lineno">   65</span>&#160;}</div><div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_a009469e4d9b8fce3b6d5e97d2077827d"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a></div><div class="ttdeci">__global uchar * offset(const Image *img, int x, int y)</div><div class="ttdoc">Get the pointer position of a Image.</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00510">helpers.h:510</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a8fcf2ddd9a1d58b1b280f5c0aed71845"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a8fcf2ddd9a1d58b1b280f5c0aed71845">arm_compute::test::validation::input</a></div><div class="ttdeci">auto input</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_2_l_s_t_m_layer_quantized_8cpp_source.xhtml#l00487">LSTMLayerQuantized.cpp:487</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_acec6d8ad52a28972fa74e071c1a63b6a"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#acec6d8ad52a28972fa74e071c1a63b6a">arm_compute::test::validation::scale</a></div><div class="ttdeci">scale</div><div class="ttdef"><b>Definition:</b> <a href="_n_e_o_n_2_pixel_wise_multiplication_8cpp_source.xhtml#l00317">PixelWiseMultiplication.cpp:317</a></div></div>
+</div><!-- fragment -->
+<p class="reference">References <a class="el" href="_c_l_2_l_s_t_m_layer_quantized_8cpp_source.xhtml#l00487">arm_compute::test::validation::input</a>, <a class="el" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00510">offset()</a>, and <a class="el" href="_n_e_o_n_2_pixel_wise_multiplication_8cpp_source.xhtml#l00317">arm_compute::test::validation::scale</a>.</p>
+
+</div>
+</div>
+<a id="a2b106b11a5f1e2e5b6a70e0afe1d9e5a"></a>
+<h2 class="memtitle"><span class="permalink"><a href="#a2b106b11a5f1e2e5b6a70e0afe1d9e5a">&#9670;&nbsp;</a></span>dequantize_short4()</h2>
+
+<div class="memitem">
+<div class="memproto">
+<table class="mlabels">
+  <tr>
+  <td class="mlabels-left">
+      <table class="memname">
+        <tr>
+          <td class="memname">float4 dequantize_short4 </td>
+          <td>(</td>
+          <td class="paramtype">short4&#160;</td>
+          <td class="paramname"><em>input</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">float&#160;</td>
+          <td class="paramname"><em>offset</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">float&#160;</td>
+          <td class="paramname"><em>scale</em>&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+  </td>
+  <td class="mlabels-right">
+<span class="mlabels"><span class="mlabel">inline</span></span>  </td>
+  </tr>
+</table>
+</div><div class="memdoc">
+
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00391">391</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+
+</div>
+</div>
+<a id="a951a47a7d1115404d183490f2aa11e40"></a>
+<h2 class="memtitle"><span class="permalink"><a href="#a951a47a7d1115404d183490f2aa11e40">&#9670;&nbsp;</a></span>dequantize_uchar4()</h2>
+
+<div class="memitem">
+<div class="memproto">
+<table class="mlabels">
+  <tr>
+  <td class="mlabels-left">
+      <table class="memname">
+        <tr>
+          <td class="memname">float4 dequantize_uchar4 </td>
+          <td>(</td>
+          <td class="paramtype">uchar4&#160;</td>
+          <td class="paramname"><em>input</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">float&#160;</td>
+          <td class="paramname"><em>offset</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">float&#160;</td>
+          <td class="paramname"><em>scale</em>&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+  </td>
+  <td class="mlabels-right">
+<span class="mlabels"><span class="mlabel">inline</span></span>  </td>
+  </tr>
+</table>
+</div><div class="memdoc">
+
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00389">389</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+
+</div>
+</div>
+<a id="a5cdb515b62ef19a88f83d779240a02f4"></a>
+<h2 class="memtitle"><span class="permalink"><a href="#a5cdb515b62ef19a88f83d779240a02f4">&#9670;&nbsp;</a></span>dequantize_ushort4()</h2>
+
+<div class="memitem">
+<div class="memproto">
+<table class="mlabels">
+  <tr>
+  <td class="mlabels-left">
+      <table class="memname">
+        <tr>
+          <td class="memname">float4 dequantize_ushort4 </td>
+          <td>(</td>
+          <td class="paramtype">ushort4&#160;</td>
+          <td class="paramname"><em>input</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">float&#160;</td>
+          <td class="paramname"><em>offset</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">float&#160;</td>
+          <td class="paramname"><em>scale</em>&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+  </td>
+  <td class="mlabels-right">
+<span class="mlabels"><span class="mlabel">inline</span></span>  </td>
+  </tr>
+</table>
+</div><div class="memdoc">
+
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00390">390</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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@@ -2752,7 +3416,7 @@
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-<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00343">343</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00428">428</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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@@ -2814,7 +3478,7 @@
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-<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00340">340</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00425">425</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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@@ -2876,7 +3540,7 @@
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 </div><div class="memdoc">
 
-<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00341">341</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00426">426</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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@@ -2938,7 +3602,201 @@
 </table>
 </div><div class="memdoc">
 
-<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00342">342</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00427">427</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+
+</div>
+</div>
+<a id="a63aa8eb6ac2ac3782ffad43a96345f0a"></a>
+<h2 class="memtitle"><span class="permalink"><a href="#a63aa8eb6ac2ac3782ffad43a96345f0a">&#9670;&nbsp;</a></span>quantize_qasymm8()</h2>
+
+<div class="memitem">
+<div class="memproto">
+<table class="mlabels">
+  <tr>
+  <td class="mlabels-left">
+      <table class="memname">
+        <tr>
+          <td class="memname">uchar quantize_qasymm8 </td>
+          <td>(</td>
+          <td class="paramtype">float&#160;</td>
+          <td class="paramname"><em>input</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">float&#160;</td>
+          <td class="paramname"><em>offset</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">float&#160;</td>
+          <td class="paramname"><em>scale</em>&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+  </td>
+  <td class="mlabels-right">
+<span class="mlabels"><span class="mlabel">inline</span></span>  </td>
+  </tr>
+</table>
+</div><div class="memdoc">
+
+<p>Quantize a floating-point scalar value to 8-bit asymmetric. </p>
+<dl class="params"><dt>Parameters</dt><dd>
+  <table class="params">
+    <tr><td class="paramdir">[in]</td><td class="paramname">input</td><td>Input value to quantize </td></tr>
+    <tr><td class="paramdir">[in]</td><td class="paramname">offset</td><td>Quantization offset </td></tr>
+    <tr><td class="paramdir">[in]</td><td class="paramname">scale</td><td>Quantization scale</td></tr>
+  </table>
+  </dd>
+</dl>
+<dl class="section return"><dt>Returns</dt><dd>quantized value </dd></dl>
+
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00047">47</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+<div class="fragment"><div class="line"><a name="l00048"></a><span class="lineno">   48</span>&#160;{</div><div class="line"><a name="l00049"></a><span class="lineno">   49</span>&#160;    <span class="keywordtype">float</span> out_f32 = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a8fcf2ddd9a1d58b1b280f5c0aed71845">input</a> / <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#acec6d8ad52a28972fa74e071c1a63b6a">scale</a> + <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>;</div><div class="line"><a name="l00050"></a><span class="lineno">   50</span>&#160;    uchar res_u8  = <a class="code" href="direct__convolution1x1_8cl.xhtml#a1f15728672380ade7a238f5e783d54d2">CONVERT_SAT</a>(<a class="code" href="helpers__asymm_8h.xhtml#ae41349ddba7d47794bba4d2fcf659872">CONVERT_DOWN_RTE</a>(out_f32, <span class="keywordtype">int</span>), uchar);</div><div class="line"><a name="l00051"></a><span class="lineno">   51</span>&#160;    <span class="keywordflow">return</span> res_u8;</div><div class="line"><a name="l00052"></a><span class="lineno">   52</span>&#160;}</div><div class="ttc" id="src_2core_2_c_l_2cl__kernels_2_helpers_8h_xhtml_a009469e4d9b8fce3b6d5e97d2077827d"><div class="ttname"><a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a></div><div class="ttdeci">__global uchar * offset(const Image *img, int x, int y)</div><div class="ttdoc">Get the pointer position of a Image.</div><div class="ttdef"><b>Definition:</b> <a href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00510">helpers.h:510</a></div></div>
+<div class="ttc" id="direct__convolution1x1_8cl_xhtml_a1f15728672380ade7a238f5e783d54d2"><div class="ttname"><a href="direct__convolution1x1_8cl.xhtml#a1f15728672380ade7a238f5e783d54d2">CONVERT_SAT</a></div><div class="ttdeci">#define CONVERT_SAT(a, b)</div><div class="ttdef"><b>Definition:</b> <a href="direct__convolution1x1_8cl_source.xhtml#l00030">direct_convolution1x1.cl:30</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a8fcf2ddd9a1d58b1b280f5c0aed71845"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a8fcf2ddd9a1d58b1b280f5c0aed71845">arm_compute::test::validation::input</a></div><div class="ttdeci">auto input</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_2_l_s_t_m_layer_quantized_8cpp_source.xhtml#l00487">LSTMLayerQuantized.cpp:487</a></div></div>
+<div class="ttc" id="helpers__asymm_8h_xhtml_ae41349ddba7d47794bba4d2fcf659872"><div class="ttname"><a href="helpers__asymm_8h.xhtml#ae41349ddba7d47794bba4d2fcf659872">CONVERT_DOWN_RTE</a></div><div class="ttdeci">#define CONVERT_DOWN_RTE(x, type)</div><div class="ttdef"><b>Definition:</b> <a href="helpers__asymm_8h_source.xhtml#l00037">helpers_asymm.h:37</a></div></div>
+<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_acec6d8ad52a28972fa74e071c1a63b6a"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#acec6d8ad52a28972fa74e071c1a63b6a">arm_compute::test::validation::scale</a></div><div class="ttdeci">scale</div><div class="ttdef"><b>Definition:</b> <a href="_n_e_o_n_2_pixel_wise_multiplication_8cpp_source.xhtml#l00317">PixelWiseMultiplication.cpp:317</a></div></div>
+</div><!-- fragment -->
+<p class="reference">References <a class="el" href="helpers__asymm_8h_source.xhtml#l00037">CONVERT_DOWN_RTE</a>, <a class="el" href="direct__convolution1x1_8cl_source.xhtml#l00030">CONVERT_SAT</a>, <a class="el" href="_c_l_2_l_s_t_m_layer_quantized_8cpp_source.xhtml#l00487">arm_compute::test::validation::input</a>, <a class="el" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00510">offset()</a>, and <a class="el" href="_n_e_o_n_2_pixel_wise_multiplication_8cpp_source.xhtml#l00317">arm_compute::test::validation::scale</a>.</p>
+
+</div>
+</div>
+<a id="af3c37581d89f0873428d938792254e30"></a>
+<h2 class="memtitle"><span class="permalink"><a href="#af3c37581d89f0873428d938792254e30">&#9670;&nbsp;</a></span>quantize_short4()</h2>
+
+<div class="memitem">
+<div class="memproto">
+<table class="mlabels">
+  <tr>
+  <td class="mlabels-left">
+      <table class="memname">
+        <tr>
+          <td class="memname">short4 quantize_short4 </td>
+          <td>(</td>
+          <td class="paramtype">float4&#160;</td>
+          <td class="paramname"><em>input</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">float&#160;</td>
+          <td class="paramname"><em>offset</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">float&#160;</td>
+          <td class="paramname"><em>scale</em>&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+  </td>
+  <td class="mlabels-right">
+<span class="mlabels"><span class="mlabel">inline</span></span>  </td>
+  </tr>
+</table>
+</div><div class="memdoc">
+
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00387">387</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+
+</div>
+</div>
+<a id="ada9b2f95d7b2bb6add361832cc0251df"></a>
+<h2 class="memtitle"><span class="permalink"><a href="#ada9b2f95d7b2bb6add361832cc0251df">&#9670;&nbsp;</a></span>quantize_uchar4()</h2>
+
+<div class="memitem">
+<div class="memproto">
+<table class="mlabels">
+  <tr>
+  <td class="mlabels-left">
+      <table class="memname">
+        <tr>
+          <td class="memname">uchar4 quantize_uchar4 </td>
+          <td>(</td>
+          <td class="paramtype">float4&#160;</td>
+          <td class="paramname"><em>input</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">float&#160;</td>
+          <td class="paramname"><em>offset</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">float&#160;</td>
+          <td class="paramname"><em>scale</em>&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+  </td>
+  <td class="mlabels-right">
+<span class="mlabels"><span class="mlabel">inline</span></span>  </td>
+  </tr>
+</table>
+</div><div class="memdoc">
+
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00385">385</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
+
+</div>
+</div>
+<a id="a933a58d69e18da275156602365d37fc9"></a>
+<h2 class="memtitle"><span class="permalink"><a href="#a933a58d69e18da275156602365d37fc9">&#9670;&nbsp;</a></span>quantize_ushort4()</h2>
+
+<div class="memitem">
+<div class="memproto">
+<table class="mlabels">
+  <tr>
+  <td class="mlabels-left">
+      <table class="memname">
+        <tr>
+          <td class="memname">ushort4 quantize_ushort4 </td>
+          <td>(</td>
+          <td class="paramtype">float4&#160;</td>
+          <td class="paramname"><em>input</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">float&#160;</td>
+          <td class="paramname"><em>offset</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">float&#160;</td>
+          <td class="paramname"><em>scale</em>&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+  </td>
+  <td class="mlabels-right">
+<span class="mlabels"><span class="mlabel">inline</span></span>  </td>
+  </tr>
+</table>
+</div><div class="memdoc">
+
+<p class="definition">Definition at line <a class="el" href="helpers__asymm_8h_source.xhtml#l00386">386</a> of file <a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>.</p>
 
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@@ -2948,7 +3806,7 @@
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   <ul>
     <li class="navelem"><a class="el" href="dir_68267d1309a1af8e8297ef4c3efbcdba.xhtml">src</a></li><li class="navelem"><a class="el" href="dir_aebb8dcc11953d78e620bbef0b9e2183.xhtml">core</a></li><li class="navelem"><a class="el" href="dir_8c278f79c760e5c5fbd911f9870614c1.xhtml">CL</a></li><li class="navelem"><a class="el" href="dir_25885286e9dad4fa105b7b25a8031bbf.xhtml">cl_kernels</a></li><li class="navelem"><a class="el" href="helpers__asymm_8h.xhtml">helpers_asymm.h</a></li>
-    <li class="footer">Generated on Mon Sep 2 2019 11:47:29 for Compute Library by
+    <li class="footer">Generated on Thu Nov 28 2019 16:53:07 for Compute Library by
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