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<a href="#func-members">Functions</a> </div>
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<div class="title">warp_helpers_quantized.h File Reference</div> </div>
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<div class="textblock"><code>#include &quot;<a class="el" href="helpers__asymm_8h_source.xhtml">helpers_asymm.h</a>&quot;</code><br />
</div>
<p><a href="warp__helpers__quantized_8h_source.xhtml">Go to the source code of this file.</a></p>
<table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="func-members"></a>
Functions</h2></td></tr>
<tr class="memitem:aafa351a2c35f5f121921cee080c223d6"><td class="memItemLeft" align="right" valign="top">const float8&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="warp__helpers__quantized_8h.xhtml#aafa351a2c35f5f121921cee080c223d6">clamp_to_border_with_size_quantized</a> (float8 coords, const float width, const float height, const float border_size)</td></tr>
<tr class="memdesc:aafa351a2c35f5f121921cee080c223d6"><td class="mdescLeft">&#160;</td><td class="mdescRight">Clamps the given coordinates to the borders according to the border size. <a href="#aafa351a2c35f5f121921cee080c223d6">More...</a><br /></td></tr>
<tr class="separator:aafa351a2c35f5f121921cee080c223d6"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a33c81135c18bd3881c3f5f36c25fe499"><td class="memItemLeft" align="right" valign="top">const float8&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="warp__helpers__quantized_8h.xhtml#a33c81135c18bd3881c3f5f36c25fe499">clamp_to_border_quantized</a> (float8 coords, const float width, const float height)</td></tr>
<tr class="memdesc:a33c81135c18bd3881c3f5f36c25fe499"><td class="mdescLeft">&#160;</td><td class="mdescRight">Clamps the given coordinates to the borders. <a href="#a33c81135c18bd3881c3f5f36c25fe499">More...</a><br /></td></tr>
<tr class="separator:a33c81135c18bd3881c3f5f36c25fe499"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ac05d99f194a7cf429a7ecbadd1ffb018"><td class="memItemLeft" align="right" valign="top">const float8&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="warp__helpers__quantized_8h.xhtml#ac05d99f194a7cf429a7ecbadd1ffb018">get_neighbour_coords_quantized</a> (const float2 coord)</td></tr>
<tr class="memdesc:ac05d99f194a7cf429a7ecbadd1ffb018"><td class="mdescLeft">&#160;</td><td class="mdescRight">Given a texel coordinates this function will return the following array of coordinates: [ P, right neighbour, below neighbour, below right neighbour ]. <a href="#ac05d99f194a7cf429a7ecbadd1ffb018">More...</a><br /></td></tr>
<tr class="separator:ac05d99f194a7cf429a7ecbadd1ffb018"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:aa13de3eff8afd51e8bf4c1904a9b7415"><td class="memItemLeft" align="right" valign="top">const float2&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="warp__helpers__quantized_8h.xhtml#aa13de3eff8afd51e8bf4c1904a9b7415">get_current_coords_quantized</a> ()</td></tr>
<tr class="memdesc:aa13de3eff8afd51e8bf4c1904a9b7415"><td class="mdescLeft">&#160;</td><td class="mdescRight">Returns the current thread coordinates. <a href="#aa13de3eff8afd51e8bf4c1904a9b7415">More...</a><br /></td></tr>
<tr class="separator:aa13de3eff8afd51e8bf4c1904a9b7415"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ae8a3d61874f95580e8110f4f206c3b8b"><td class="memItemLeft" align="right" valign="top">const DATA_TYPE4&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="warp__helpers__quantized_8h.xhtml#ae8a3d61874f95580e8110f4f206c3b8b">bilinear_interpolate_with_border_quantized</a> (const <a class="el" href="struct_image.xhtml">Image</a> *in, const float8 coords, const float width, const float height, const float border_size, const float scale, const int offset_qasymm)</td></tr>
<tr class="memdesc:ae8a3d61874f95580e8110f4f206c3b8b"><td class="mdescLeft">&#160;</td><td class="mdescRight">Computes the bilinear interpolation for each set of coordinates in the vector coords and returns the values. <a href="#ae8a3d61874f95580e8110f4f206c3b8b">More...</a><br /></td></tr>
<tr class="separator:ae8a3d61874f95580e8110f4f206c3b8b"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ac2c57ad5c97b24360457a028a8e7e58c"><td class="memItemLeft" align="right" valign="top">const DATA_TYPE4&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="warp__helpers__quantized_8h.xhtml#ac2c57ad5c97b24360457a028a8e7e58c">bilinear_interpolate_quantized</a> (const <a class="el" href="struct_image.xhtml">Image</a> *in, const float8 coords, const float width, const float height, const float scale, const int offset_qasymm)</td></tr>
<tr class="memdesc:ac2c57ad5c97b24360457a028a8e7e58c"><td class="mdescLeft">&#160;</td><td class="mdescRight">Computes the bilinear interpolation for each set of coordinates in the vector coords and returns the values. <a href="#ac2c57ad5c97b24360457a028a8e7e58c">More...</a><br /></td></tr>
<tr class="separator:ac2c57ad5c97b24360457a028a8e7e58c"><td class="memSeparator" colspan="2">&#160;</td></tr>
</table>
<h2 class="groupheader">Function Documentation</h2>
<a id="ac2c57ad5c97b24360457a028a8e7e58c"></a>
<h2 class="memtitle"><span class="permalink"><a href="#ac2c57ad5c97b24360457a028a8e7e58c">&#9670;&nbsp;</a></span>bilinear_interpolate_quantized()</h2>
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<td class="memname">const DATA_TYPE4 bilinear_interpolate_quantized </td>
<td>(</td>
<td class="paramtype">const <a class="el" href="struct_image.xhtml">Image</a> *&#160;</td>
<td class="paramname"><em>in</em>, </td>
</tr>
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<td class="paramkey"></td>
<td></td>
<td class="paramtype">const float8&#160;</td>
<td class="paramname"><em>coords</em>, </td>
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<td class="paramkey"></td>
<td></td>
<td class="paramtype">const float&#160;</td>
<td class="paramname"><em>width</em>, </td>
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<td class="paramkey"></td>
<td></td>
<td class="paramtype">const float&#160;</td>
<td class="paramname"><em>height</em>, </td>
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<td class="paramkey"></td>
<td></td>
<td class="paramtype">const float&#160;</td>
<td class="paramname"><em>scale</em>, </td>
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<td class="paramkey"></td>
<td></td>
<td class="paramtype">const int&#160;</td>
<td class="paramname"><em>offset_qasymm</em>&#160;</td>
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<td></td>
<td>)</td>
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<p>Computes the bilinear interpolation for each set of coordinates in the vector coords and returns the values. </p>
<dl class="params"><dt>Parameters</dt><dd>
<table class="params">
<tr><td class="paramdir">[in]</td><td class="paramname">in</td><td>Pointer to the source image. </td></tr>
<tr><td class="paramdir">[in]</td><td class="paramname">coords</td><td><a class="el" href="struct_vector.xhtml" title="Structure to hold Vector information.">Vector</a> of four 2D coordinates. Even pos is x and odd y. </td></tr>
<tr><td class="paramdir">[in]</td><td class="paramname">width</td><td>Width of the image </td></tr>
<tr><td class="paramdir">[in]</td><td class="paramname">height</td><td>Height of the image </td></tr>
<tr><td class="paramdir">[in]</td><td class="paramname">scale</td><td>Scale value </td></tr>
<tr><td class="paramdir">[in]</td><td class="paramname">offset_qasymm</td><td>Offset value </td></tr>
</table>
</dd>
</dl>
<p class="definition">Definition at line <a class="el" href="warp__helpers__quantized_8h_source.xhtml#l00135">135</a> of file <a class="el" href="warp__helpers__quantized_8h_source.xhtml">warp_helpers_quantized.h</a>.</p>
<div class="fragment"><div class="line"><a name="l00136"></a><span class="lineno"> 136</span>&#160;{</div><div class="line"><a name="l00137"></a><span class="lineno"> 137</span>&#160; <span class="keywordflow">return</span> <a class="code" href="warp__helpers__quantized_8h.xhtml#ae8a3d61874f95580e8110f4f206c3b8b">bilinear_interpolate_with_border_quantized</a>(in, coords, width, height, 1, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#acec6d8ad52a28972fa74e071c1a63b6a">scale</a>, offset_qasymm);</div><div class="line"><a name="l00138"></a><span class="lineno"> 138</span>&#160;}</div><div class="ttc" id="warp__helpers__quantized_8h_xhtml_ae8a3d61874f95580e8110f4f206c3b8b"><div class="ttname"><a href="warp__helpers__quantized_8h.xhtml#ae8a3d61874f95580e8110f4f206c3b8b">bilinear_interpolate_with_border_quantized</a></div><div class="ttdeci">const DATA_TYPE4 bilinear_interpolate_with_border_quantized(const Image *in, const float8 coords, const float width, const float height, const float border_size, const float scale, const int offset_qasymm)</div><div class="ttdoc">Computes the bilinear interpolation for each set of coordinates in the vector coords and returns the ...</div><div class="ttdef"><b>Definition:</b> <a href="warp__helpers__quantized_8h_source.xhtml#l00084">warp_helpers_quantized.h:84</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#l00375">PixelWiseMultiplication.cpp:375</a></div></div>
</div><!-- fragment -->
<p class="reference">References <a class="el" href="warp__helpers__quantized_8h_source.xhtml#l00084">bilinear_interpolate_with_border_quantized()</a>, and <a class="el" href="_n_e_o_n_2_pixel_wise_multiplication_8cpp_source.xhtml#l00375">arm_compute::test::validation::scale</a>.</p>
</div>
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<a id="ae8a3d61874f95580e8110f4f206c3b8b"></a>
<h2 class="memtitle"><span class="permalink"><a href="#ae8a3d61874f95580e8110f4f206c3b8b">&#9670;&nbsp;</a></span>bilinear_interpolate_with_border_quantized()</h2>
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<td class="memname">const DATA_TYPE4 bilinear_interpolate_with_border_quantized </td>
<td>(</td>
<td class="paramtype">const <a class="el" href="struct_image.xhtml">Image</a> *&#160;</td>
<td class="paramname"><em>in</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const float8&#160;</td>
<td class="paramname"><em>coords</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const float&#160;</td>
<td class="paramname"><em>width</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const float&#160;</td>
<td class="paramname"><em>height</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const float&#160;</td>
<td class="paramname"><em>border_size</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const float&#160;</td>
<td class="paramname"><em>scale</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const int&#160;</td>
<td class="paramname"><em>offset_qasymm</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
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<span class="mlabels"><span class="mlabel">inline</span></span> </td>
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<p>Computes the bilinear interpolation for each set of coordinates in the vector coords and returns the values. </p>
<dl class="params"><dt>Parameters</dt><dd>
<table class="params">
<tr><td class="paramdir">[in]</td><td class="paramname">in</td><td>Pointer to the source image. </td></tr>
<tr><td class="paramdir">[in]</td><td class="paramname">coords</td><td><a class="el" href="struct_vector.xhtml" title="Structure to hold Vector information.">Vector</a> of four 2D coordinates. Even pos is x and odd y. </td></tr>
<tr><td class="paramdir">[in]</td><td class="paramname">width</td><td>Width of the image </td></tr>
<tr><td class="paramdir">[in]</td><td class="paramname">height</td><td>Height of the image </td></tr>
<tr><td class="paramdir">[in]</td><td class="paramname">border_size</td><td>Border size </td></tr>
<tr><td class="paramdir">[in]</td><td class="paramname">scale</td><td>Scale value </td></tr>
<tr><td class="paramdir">[in]</td><td class="paramname">offset_qasymm</td><td>Offset value </td></tr>
</table>
</dd>
</dl>
<p class="definition">Definition at line <a class="el" href="warp__helpers__quantized_8h_source.xhtml#l00084">84</a> of file <a class="el" href="warp__helpers__quantized_8h_source.xhtml">warp_helpers_quantized.h</a>.</p>
<div class="fragment"><div class="line"><a name="l00086"></a><span class="lineno"> 86</span>&#160;{</div><div class="line"><a name="l00087"></a><span class="lineno"> 87</span>&#160; <span class="comment">// If any of the 4 texels is out of the image&#39;s boundaries we use the border value (REPLICATE or CONSTANT) for any texel out of the image.</span></div><div class="line"><a name="l00088"></a><span class="lineno"> 88</span>&#160;</div><div class="line"><a name="l00089"></a><span class="lineno"> 89</span>&#160; <span class="comment">// Sets the 4x4 coordinates for each of the four input texels</span></div><div class="line"><a name="l00090"></a><span class="lineno"> 90</span>&#160; <span class="keyword">const</span> float8 fc = floor(coords);</div><div class="line"><a name="l00091"></a><span class="lineno"> 91</span>&#160; <span class="keyword">const</span> float16 c1 = (float16)(</div><div class="line"><a name="l00092"></a><span class="lineno"> 92</span>&#160; <a class="code" href="warp__helpers__quantized_8h.xhtml#aafa351a2c35f5f121921cee080c223d6">clamp_to_border_with_size_quantized</a>(<a class="code" href="warp__helpers__quantized_8h.xhtml#ac05d99f194a7cf429a7ecbadd1ffb018">get_neighbour_coords_quantized</a>((float2)(fc.s0, fc.s1)), width, height, border_size),</div><div class="line"><a name="l00093"></a><span class="lineno"> 93</span>&#160; <a class="code" href="warp__helpers__quantized_8h.xhtml#aafa351a2c35f5f121921cee080c223d6">clamp_to_border_with_size_quantized</a>(<a class="code" href="warp__helpers__quantized_8h.xhtml#ac05d99f194a7cf429a7ecbadd1ffb018">get_neighbour_coords_quantized</a>((float2)(fc.s2, fc.s3)), width, height, border_size));</div><div class="line"><a name="l00094"></a><span class="lineno"> 94</span>&#160; <span class="keyword">const</span> float16 c2 = (float16)(</div><div class="line"><a name="l00095"></a><span class="lineno"> 95</span>&#160; <a class="code" href="warp__helpers__quantized_8h.xhtml#aafa351a2c35f5f121921cee080c223d6">clamp_to_border_with_size_quantized</a>(<a class="code" href="warp__helpers__quantized_8h.xhtml#ac05d99f194a7cf429a7ecbadd1ffb018">get_neighbour_coords_quantized</a>((float2)(fc.s4, fc.s5)), width, height, border_size),</div><div class="line"><a name="l00096"></a><span class="lineno"> 96</span>&#160; <a class="code" href="warp__helpers__quantized_8h.xhtml#aafa351a2c35f5f121921cee080c223d6">clamp_to_border_with_size_quantized</a>(<a class="code" href="warp__helpers__quantized_8h.xhtml#ac05d99f194a7cf429a7ecbadd1ffb018">get_neighbour_coords_quantized</a>((float2)(fc.s6, fc.s7)), width, height, border_size));</div><div class="line"><a name="l00097"></a><span class="lineno"> 97</span>&#160;</div><div class="line"><a name="l00098"></a><span class="lineno"> 98</span>&#160; <span class="comment">// Loads the values from the input image</span></div><div class="line"><a name="l00099"></a><span class="lineno"> 99</span>&#160; <span class="keyword">const</span> int16 t = (int16)(</div><div class="line"><a name="l00100"></a><span class="lineno"> 100</span>&#160; <span class="comment">/* tl, tr, bl, br */</span></div><div class="line"><a name="l00101"></a><span class="lineno"> 101</span>&#160; * ((__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(in, c1.s0, c1.s1)), *((__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(in, c1.s2, c1.s3)),</div><div class="line"><a name="l00102"></a><span class="lineno"> 102</span>&#160; *((__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(in, c1.s4, c1.s5)), *((__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(in, c1.s6, c1.s7)),</div><div class="line"><a name="l00103"></a><span class="lineno"> 103</span>&#160; *((__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(in, c1.s8, c1.s9)), *((__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(in, c1.sa, c1.sb)),</div><div class="line"><a name="l00104"></a><span class="lineno"> 104</span>&#160; *((__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(in, c1.sc, c1.sd)), *((__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(in, c1.se, c1.sf)),</div><div class="line"><a name="l00105"></a><span class="lineno"> 105</span>&#160; *((__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(in, c2.s0, c2.s1)), *((__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(in, c2.s2, c2.s3)),</div><div class="line"><a name="l00106"></a><span class="lineno"> 106</span>&#160; *((__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(in, c2.s4, c2.s5)), *((__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(in, c2.s6, c2.s7)),</div><div class="line"><a name="l00107"></a><span class="lineno"> 107</span>&#160; *((__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(in, c2.s8, c2.s9)), *((__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(in, c2.sa, c2.sb)),</div><div class="line"><a name="l00108"></a><span class="lineno"> 108</span>&#160; *((__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(in, c2.sc, c2.sd)), *((__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(in, c2.se, c2.sf)));</div><div class="line"><a name="l00109"></a><span class="lineno"> 109</span>&#160;</div><div class="line"><a name="l00110"></a><span class="lineno"> 110</span>&#160; <span class="keyword">const</span> float16 inf32 = convert_float16(t - (int16)offset_qasymm) * (float16)<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#acec6d8ad52a28972fa74e071c1a63b6a">scale</a>;</div><div class="line"><a name="l00111"></a><span class="lineno"> 111</span>&#160;</div><div class="line"><a name="l00112"></a><span class="lineno"> 112</span>&#160; <span class="keyword">const</span> float8 a = coords - fc;</div><div class="line"><a name="l00113"></a><span class="lineno"> 113</span>&#160; <span class="keyword">const</span> float8 <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aa76b4a6e74940dabc5b7fc6b2dab3545">b</a> = ((float8)(1.f)) - a;</div><div class="line"><a name="l00114"></a><span class="lineno"> 114</span>&#160; <span class="keyword">const</span> float4 fr = (float4)(</div><div class="line"><a name="l00115"></a><span class="lineno"> 115</span>&#160; ((inf32.s0 * <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aa76b4a6e74940dabc5b7fc6b2dab3545">b</a>.s0 * <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aa76b4a6e74940dabc5b7fc6b2dab3545">b</a>.s1) + (inf32.s1 * a.s0 * <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aa76b4a6e74940dabc5b7fc6b2dab3545">b</a>.s1) + (inf32.s2 * <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aa76b4a6e74940dabc5b7fc6b2dab3545">b</a>.s0 * a.s1) + (inf32.s3 * a.s0 * a.s1)),</div><div class="line"><a name="l00116"></a><span class="lineno"> 116</span>&#160; ((inf32.s4 * <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aa76b4a6e74940dabc5b7fc6b2dab3545">b</a>.s2 * <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aa76b4a6e74940dabc5b7fc6b2dab3545">b</a>.s3) + (inf32.s5 * a.s2 * <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aa76b4a6e74940dabc5b7fc6b2dab3545">b</a>.s3) + (inf32.s6 * <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aa76b4a6e74940dabc5b7fc6b2dab3545">b</a>.s2 * a.s3) + (inf32.s7 * a.s2 * a.s3)),</div><div class="line"><a name="l00117"></a><span class="lineno"> 117</span>&#160; ((inf32.s8 * <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aa76b4a6e74940dabc5b7fc6b2dab3545">b</a>.s4 * <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aa76b4a6e74940dabc5b7fc6b2dab3545">b</a>.s5) + (inf32.s9 * a.s4 * <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aa76b4a6e74940dabc5b7fc6b2dab3545">b</a>.s5) + (inf32.sa * <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aa76b4a6e74940dabc5b7fc6b2dab3545">b</a>.s4 * a.s5) + (inf32.sb * a.s4 * a.s5)),</div><div class="line"><a name="l00118"></a><span class="lineno"> 118</span>&#160; ((inf32.sc * <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aa76b4a6e74940dabc5b7fc6b2dab3545">b</a>.s6 * <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aa76b4a6e74940dabc5b7fc6b2dab3545">b</a>.s7) + (inf32.sd * a.s6 * <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aa76b4a6e74940dabc5b7fc6b2dab3545">b</a>.s7) + (inf32.se * <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#aa76b4a6e74940dabc5b7fc6b2dab3545">b</a>.s6 * a.s7) + (inf32.sf * a.s6 * a.s7)));</div><div class="line"><a name="l00119"></a><span class="lineno"> 119</span>&#160;</div><div class="line"><a name="l00120"></a><span class="lineno"> 120</span>&#160; <span class="keyword">const</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="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, 4) res = <a class="code" href="direct__convolution1x1_8cl.xhtml#a1f15728672380ade7a238f5e783d54d2">CONVERT_SAT</a>(convert_int4_sat_rtp(fr / <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#acec6d8ad52a28972fa74e071c1a63b6a">scale</a>) + offset_qasymm, <a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, 4));</div><div class="line"><a name="l00121"></a><span class="lineno"> 121</span>&#160;</div><div class="line"><a name="l00122"></a><span class="lineno"> 122</span>&#160; return res;</div><div class="line"><a name="l00123"></a><span class="lineno"> 123</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="convolution3x3_8cl_xhtml_afb8c72ce35c4a1f4a2588d6573e54aa1"><div class="ttname"><a href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a></div><div class="ttdeci">#define DATA_TYPE</div><div class="ttdef"><b>Definition:</b> <a href="convolution3x3_8cl_source.xhtml#l00027">convolution3x3.cl:27</a></div></div>
<div class="ttc" id="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="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="warp__helpers__quantized_8h_xhtml_aafa351a2c35f5f121921cee080c223d6"><div class="ttname"><a href="warp__helpers__quantized_8h.xhtml#aafa351a2c35f5f121921cee080c223d6">clamp_to_border_with_size_quantized</a></div><div class="ttdeci">const float8 clamp_to_border_with_size_quantized(float8 coords, const float width, const float height, const float border_size)</div><div class="ttdoc">Clamps the given coordinates to the borders according to the border size.</div><div class="ttdef"><b>Definition:</b> <a href="warp__helpers__quantized_8h_source.xhtml#l00034">warp_helpers_quantized.h:34</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#l00375">PixelWiseMultiplication.cpp:375</a></div></div>
<div class="ttc" id="warp__helpers__quantized_8h_xhtml_ac05d99f194a7cf429a7ecbadd1ffb018"><div class="ttname"><a href="warp__helpers__quantized_8h.xhtml#ac05d99f194a7cf429a7ecbadd1ffb018">get_neighbour_coords_quantized</a></div><div class="ttdeci">const float8 get_neighbour_coords_quantized(const float2 coord)</div><div class="ttdoc">Given a texel coordinates this function will return the following array of coordinates: [ P,...</div><div class="ttdef"><b>Definition:</b> <a href="warp__helpers__quantized_8h_source.xhtml#l00063">warp_helpers_quantized.h:63</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 class="reference">References <a class="el" href="_c_p_p_2_d_f_t_8cpp_source.xhtml#l00157">arm_compute::test::validation::b</a>, <a class="el" href="warp__helpers__quantized_8h_source.xhtml#l00034">clamp_to_border_with_size_quantized()</a>, <a class="el" href="direct__convolution1x1_8cl_source.xhtml#l00030">CONVERT_SAT</a>, <a class="el" href="convolution3x3_8cl_source.xhtml#l00027">DATA_TYPE</a>, <a class="el" href="warp__helpers__quantized_8h_source.xhtml#l00063">get_neighbour_coords_quantized()</a>, <a class="el" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00510">offset()</a>, <a class="el" href="_n_e_o_n_2_pixel_wise_multiplication_8cpp_source.xhtml#l00375">arm_compute::test::validation::scale</a>, and <a class="el" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h_source.xhtml#l00255">VEC_DATA_TYPE</a>.</p>
<p class="reference">Referenced by <a class="el" href="warp__helpers__quantized_8h_source.xhtml#l00135">bilinear_interpolate_quantized()</a>, and <a class="el" href="scale__quantized_8cl_source.xhtml#l00073">scale_bilinear_quantized_nchw()</a>.</p>
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<h2 class="memtitle"><span class="permalink"><a href="#a33c81135c18bd3881c3f5f36c25fe499">&#9670;&nbsp;</a></span>clamp_to_border_quantized()</h2>
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<td class="memname">const float8 clamp_to_border_quantized </td>
<td>(</td>
<td class="paramtype">float8&#160;</td>
<td class="paramname"><em>coords</em>, </td>
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<td class="paramtype">const float&#160;</td>
<td class="paramname"><em>width</em>, </td>
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<td class="paramtype">const float&#160;</td>
<td class="paramname"><em>height</em>&#160;</td>
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<td>)</td>
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<p>Clamps the given coordinates to the borders. </p>
<dl class="params"><dt>Parameters</dt><dd>
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<tr><td class="paramdir">[in]</td><td class="paramname">coords</td><td><a class="el" href="struct_vector.xhtml" title="Structure to hold Vector information.">Vector</a> of 2D coordinates to clamp. Even positions are X coords, odd positions are Y coords. </td></tr>
<tr><td class="paramdir">[in]</td><td class="paramname">width</td><td>Width of the image </td></tr>
<tr><td class="paramdir">[in]</td><td class="paramname">height</td><td>Height of the image </td></tr>
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<p class="definition">Definition at line <a class="el" href="warp__helpers__quantized_8h_source.xhtml#l00049">49</a> of file <a class="el" href="warp__helpers__quantized_8h_source.xhtml">warp_helpers_quantized.h</a>.</p>
<div class="fragment"><div class="line"><a name="l00050"></a><span class="lineno"> 50</span>&#160;{</div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span>&#160; <span class="keywordflow">return</span> <a class="code" href="warp__helpers__quantized_8h.xhtml#aafa351a2c35f5f121921cee080c223d6">clamp_to_border_with_size_quantized</a>(coords, width, height, 1);</div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span>&#160;}</div><div class="ttc" id="warp__helpers__quantized_8h_xhtml_aafa351a2c35f5f121921cee080c223d6"><div class="ttname"><a href="warp__helpers__quantized_8h.xhtml#aafa351a2c35f5f121921cee080c223d6">clamp_to_border_with_size_quantized</a></div><div class="ttdeci">const float8 clamp_to_border_with_size_quantized(float8 coords, const float width, const float height, const float border_size)</div><div class="ttdoc">Clamps the given coordinates to the borders according to the border size.</div><div class="ttdef"><b>Definition:</b> <a href="warp__helpers__quantized_8h_source.xhtml#l00034">warp_helpers_quantized.h:34</a></div></div>
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<p class="reference">References <a class="el" href="warp__helpers__quantized_8h_source.xhtml#l00034">clamp_to_border_with_size_quantized()</a>.</p>
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<h2 class="memtitle"><span class="permalink"><a href="#aafa351a2c35f5f121921cee080c223d6">&#9670;&nbsp;</a></span>clamp_to_border_with_size_quantized()</h2>
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<td class="memname">const float8 clamp_to_border_with_size_quantized </td>
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<td class="paramtype">float8&#160;</td>
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<p>Clamps the given coordinates to the borders according to the border size. </p>
<dl class="params"><dt>Parameters</dt><dd>
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<tr><td class="paramdir">[in]</td><td class="paramname">coords</td><td><a class="el" href="struct_vector.xhtml" title="Structure to hold Vector information.">Vector</a> of 2D coordinates to clamp. Even positions are X coords, odd positions are Y coords. </td></tr>
<tr><td class="paramdir">[in]</td><td class="paramname">width</td><td>Width of the image </td></tr>
<tr><td class="paramdir">[in]</td><td class="paramname">height</td><td>Height of the image </td></tr>
<tr><td class="paramdir">[in]</td><td class="paramname">border_size</td><td>Border size of the image </td></tr>
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<p class="definition">Definition at line <a class="el" href="warp__helpers__quantized_8h_source.xhtml#l00034">34</a> of file <a class="el" href="warp__helpers__quantized_8h_source.xhtml">warp_helpers_quantized.h</a>.</p>
<div class="fragment"><div class="line"><a name="l00035"></a><span class="lineno"> 35</span>&#160;{</div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span>&#160; <span class="keyword">const</span> float4 clamped_x = <a class="code" href="namespacearm__compute_1_1utility.xhtml#a96efecf997f13a914609ddf1eb67f624">clamp</a>(coords.even, 0.0f - border_size, width - 1 + border_size);</div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span>&#160; <span class="keyword">const</span> float4 clamped_y = <a class="code" href="namespacearm__compute_1_1utility.xhtml#a96efecf997f13a914609ddf1eb67f624">clamp</a>(coords.odd, 0.0f - border_size, height - 1 + border_size);</div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span>&#160; <span class="keywordflow">return</span> (float8)(clamped_x.s0, clamped_y.s0, clamped_x.s1, clamped_y.s1, clamped_x.s2, clamped_y.s2, clamped_x.s3, clamped_y.s3);</div><div class="line"><a name="l00039"></a><span class="lineno"> 39</span>&#160;}</div><div class="ttc" id="namespacearm__compute_1_1utility_xhtml_a96efecf997f13a914609ddf1eb67f624"><div class="ttname"><a href="namespacearm__compute_1_1utility.xhtml#a96efecf997f13a914609ddf1eb67f624">arm_compute::utility::clamp</a></div><div class="ttdeci">DataType clamp(const DataType &amp;n, const DataType &amp;lower=std::numeric_limits&lt; RangeType &gt;::lowest(), const DataType &amp;upper=std::numeric_limits&lt; RangeType &gt;::max())</div><div class="ttdoc">Performs clamping among a lower and upper value.</div><div class="ttdef"><b>Definition:</b> <a href="_utility_8h_source.xhtml#l00099">Utility.h:99</a></div></div>
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<p class="reference">References <a class="el" href="_utility_8h_source.xhtml#l00099">arm_compute::utility::clamp()</a>.</p>
<p class="reference">Referenced by <a class="el" href="warp__helpers__quantized_8h_source.xhtml#l00084">bilinear_interpolate_with_border_quantized()</a>, and <a class="el" href="warp__helpers__quantized_8h_source.xhtml#l00049">clamp_to_border_quantized()</a>.</p>
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<h2 class="memtitle"><span class="permalink"><a href="#aa13de3eff8afd51e8bf4c1904a9b7415">&#9670;&nbsp;</a></span>get_current_coords_quantized()</h2>
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<td class="memname">const float2 get_current_coords_quantized </td>
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<p>Returns the current thread coordinates. </p>
<p class="definition">Definition at line <a class="el" href="warp__helpers__quantized_8h_source.xhtml#l00069">69</a> of file <a class="el" href="warp__helpers__quantized_8h_source.xhtml">warp_helpers_quantized.h</a>.</p>
<div class="fragment"><div class="line"><a name="l00070"></a><span class="lineno"> 70</span>&#160;{</div><div class="line"><a name="l00071"></a><span class="lineno"> 71</span>&#160; <span class="keywordflow">return</span> (float2)(get_global_id(0) * 4, get_global_id(1));</div><div class="line"><a name="l00072"></a><span class="lineno"> 72</span>&#160;}</div></div><!-- fragment -->
<p class="reference">Referenced by <a class="el" href="scale__quantized_8cl_source.xhtml#l00073">scale_bilinear_quantized_nchw()</a>.</p>
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<h2 class="memtitle"><span class="permalink"><a href="#ac05d99f194a7cf429a7ecbadd1ffb018">&#9670;&nbsp;</a></span>get_neighbour_coords_quantized()</h2>
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<td class="memname">const float8 get_neighbour_coords_quantized </td>
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<td class="paramname"><em>coord</em></td><td>)</td>
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<p>Given a texel coordinates this function will return the following array of coordinates: [ P, right neighbour, below neighbour, below right neighbour ]. </p>
<dl class="section note"><dt>Note</dt><dd>No checks to see if the coordinates are out of the image are done here.</dd></dl>
<dl class="params"><dt>Parameters</dt><dd>
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<tr><td class="paramdir">[in]</td><td class="paramname">coord</td><td>Input coordinates</td></tr>
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<dl class="section return"><dt>Returns</dt><dd>vector of 8 floats with the coordinates, even positions are x and odd y. </dd></dl>
<p class="definition">Definition at line <a class="el" href="warp__helpers__quantized_8h_source.xhtml#l00063">63</a> of file <a class="el" href="warp__helpers__quantized_8h_source.xhtml">warp_helpers_quantized.h</a>.</p>
<div class="fragment"><div class="line"><a name="l00064"></a><span class="lineno"> 64</span>&#160;{</div><div class="line"><a name="l00065"></a><span class="lineno"> 65</span>&#160; <span class="keywordflow">return</span> (float8)(<span class="comment">/*tl*/</span> coord.s0, coord.s1, <span class="comment">/*tr*/</span> coord.s0 + 1, coord.s1, <span class="comment">/*bl*/</span> coord.s0, coord.s1 + 1, <span class="comment">/*br*/</span> coord.s0 + 1, coord.s1 + 1);</div><div class="line"><a name="l00066"></a><span class="lineno"> 66</span>&#160;}</div></div><!-- fragment -->
<p class="reference">Referenced by <a class="el" href="warp__helpers__quantized_8h_source.xhtml#l00084">bilinear_interpolate_with_border_quantized()</a>.</p>
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