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gerrit-public.fairphone.software / platform / external / ComputeLibrary / 06ea048f062a50404b1b3998a61a45449c2d1f0f / . / documentation / gemm_8cl_source.xhtml
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<a href="gemm_8cl.xhtml">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span>&#160;<span class="comment">/*</span></div><div class="line"><a name="l00002"></a><span class="lineno"> 2</span>&#160;<span class="comment"> * Copyright (c) 2017-2018 ARM Limited.</span></div><div class="line"><a name="l00003"></a><span class="lineno"> 3</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00004"></a><span class="lineno"> 4</span>&#160;<span class="comment"> * SPDX-License-Identifier: MIT</span></div><div class="line"><a name="l00005"></a><span class="lineno"> 5</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00006"></a><span class="lineno"> 6</span>&#160;<span class="comment"> * Permission is hereby granted, free of charge, to any person obtaining a copy</span></div><div class="line"><a name="l00007"></a><span class="lineno"> 7</span>&#160;<span class="comment"> * of this software and associated documentation files (the &quot;Software&quot;), to</span></div><div class="line"><a name="l00008"></a><span class="lineno"> 8</span>&#160;<span class="comment"> * deal in the Software without restriction, including without limitation the</span></div><div class="line"><a name="l00009"></a><span class="lineno"> 9</span>&#160;<span class="comment"> * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or</span></div><div class="line"><a name="l00010"></a><span class="lineno"> 10</span>&#160;<span class="comment"> * sell copies of the Software, and to permit persons to whom the Software is</span></div><div class="line"><a name="l00011"></a><span class="lineno"> 11</span>&#160;<span class="comment"> * furnished to do so, subject to the following conditions:</span></div><div class="line"><a name="l00012"></a><span class="lineno"> 12</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span>&#160;<span class="comment"> * The above copyright notice and this permission notice shall be included in all</span></div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span>&#160;<span class="comment"> * copies or substantial portions of the Software.</span></div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span>&#160;<span class="comment"> * THE SOFTWARE IS PROVIDED &quot;AS IS&quot;, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR</span></div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span>&#160;<span class="comment"> * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,</span></div><div class="line"><a name="l00018"></a><span class="lineno"> 18</span>&#160;<span class="comment"> * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE</span></div><div class="line"><a name="l00019"></a><span class="lineno"> 19</span>&#160;<span class="comment"> * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER</span></div><div class="line"><a name="l00020"></a><span class="lineno"> 20</span>&#160;<span class="comment"> * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,</span></div><div class="line"><a name="l00021"></a><span class="lineno"> 21</span>&#160;<span class="comment"> * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE</span></div><div class="line"><a name="l00022"></a><span class="lineno"> 22</span>&#160;<span class="comment"> * SOFTWARE.</span></div><div class="line"><a name="l00023"></a><span class="lineno"> 23</span>&#160;<span class="comment"> */</span></div><div class="line"><a name="l00024"></a><span class="lineno"> 24</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="helpers_8h.xhtml">helpers.h</a>&quot;</span></div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span>&#160;</div><div class="line"><a name="l00026"></a><span class="lineno"> 26</span>&#160;<span class="preprocessor">#ifdef FIXED_POINT_POSITION</span></div><div class="line"><a name="l00027"></a><span class="lineno"> 27</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="fixed__point_8h.xhtml">fixed_point.h</a>&quot;</span></div><div class="line"><a name="l00028"></a><span class="lineno"> 28</span>&#160;<span class="preprocessor">#endif // FIXED_POINT_POSITION</span></div><div class="line"><a name="l00029"></a><span class="lineno"> 29</span>&#160;</div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span>&#160;<span class="preprocessor">#if defined(TRANSPOSE_W) &amp;&amp; defined(MULT_TRANSPOSE1XW_WIDTH)</span></div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span>&#160;</div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span>&#160;<span class="preprocessor">#if ELEMENT_SIZE == 1</span></div><div class="line"><a name="l00033"></a><span class="lineno"> 33</span>&#160;<span class="preprocessor">#define DATA_TYPE uchar</span></div><div class="line"><a name="l00034"></a><span class="lineno"> 34</span>&#160;<span class="preprocessor">#elif ELEMENT_SIZE == 2</span></div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span>&#160;<span class="preprocessor">#define DATA_TYPE ushort</span></div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span>&#160;<span class="preprocessor">#elif ELEMENT_SIZE == 4</span></div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span>&#160;<span class="preprocessor">#define DATA_TYPE uint</span></div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span>&#160;<span class="preprocessor">#else // ELEMENT_SIZE == 1</span></div><div class="line"><a name="l00039"></a><span class="lineno"> 39</span>&#160;<span class="preprocessor">#error &quot;Element size not supported&quot;</span></div><div class="line"><a name="l00040"></a><span class="lineno"> 40</span>&#160;<span class="preprocessor">#endif // ELEMENT_SIZE</span></div><div class="line"><a name="l00041"></a><span class="lineno"> 41</span>&#160;</div><div class="line"><a name="l00060"></a><span class="lineno"> 60</span>&#160;__kernel <span class="keywordtype">void</span> gemm_transpose1xW(<a class="code" href="helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a6743f0a130e8311e6f5b1a23df102472">src</a>),</div><div class="line"><a name="l00061"></a><span class="lineno"> 61</span>&#160; <a class="code" href="helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#adbf67dcee294e673cf796f1ed8aeb6a4">dst</a>))</div><div class="line"><a name="l00062"></a><span class="lineno"> 62</span>&#160;{</div><div class="line"><a name="l00063"></a><span class="lineno"> 63</span>&#160; uint x = get_global_id(0);</div><div class="line"><a name="l00064"></a><span class="lineno"> 64</span>&#160; uint y = get_global_id(1);</div><div class="line"><a name="l00065"></a><span class="lineno"> 65</span>&#160;</div><div class="line"><a name="l00066"></a><span class="lineno"> 66</span>&#160; <span class="comment">// Compute address for Matrix B - source</span></div><div class="line"><a name="l00067"></a><span class="lineno"> 67</span>&#160; <a class="code" href="struct_image.xhtml">Image</a> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a6743f0a130e8311e6f5b1a23df102472">src</a> = <a class="code" href="helpers_8h.xhtml#aebe814363556c244be043b13e7969197">CONVERT_TO_IMAGE_STRUCT</a>(src);</div><div class="line"><a name="l00068"></a><span class="lineno"> 68</span>&#160;</div><div class="line"><a name="l00069"></a><span class="lineno"> 69</span>&#160; <span class="comment">// Compute address for Matrix B transposed - destination. X and Y are swapped</span></div><div class="line"><a name="l00070"></a><span class="lineno"> 70</span>&#160; uint dst_addr_in_bytes = dst_offset_first_element_in_bytes + y * TRANSPOSE_W * <span class="keyword">sizeof</span>(<a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>) * MULT_TRANSPOSE1XW_WIDTH + (x / MULT_TRANSPOSE1XW_WIDTH) * dst_stride_y +</div><div class="line"><a name="l00071"></a><span class="lineno"> 71</span>&#160; (x % MULT_TRANSPOSE1XW_WIDTH) * TRANSPOSE_W * <span class="keyword">sizeof</span>(<a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>);</div><div class="line"><a name="l00072"></a><span class="lineno"> 72</span>&#160;</div><div class="line"><a name="l00073"></a><span class="lineno"> 73</span>&#160; <a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, TRANSPOSE_W)</div><div class="line"><a name="l00074"></a><span class="lineno"> 74</span>&#160; b0 = <a class="code" href="helpers_8h.xhtml#a287e2fc366c312b468382c95bb90f91f">VLOAD</a>(TRANSPOSE_W)(0, (__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)src.ptr);</div><div class="line"><a name="l00075"></a><span class="lineno"> 75</span>&#160;</div><div class="line"><a name="l00076"></a><span class="lineno"> 76</span>&#160; <a class="code" href="helpers_8h.xhtml#acb282042d1edeeaa3cc979a206f78b54">VSTORE</a>(TRANSPOSE_W)</div><div class="line"><a name="l00077"></a><span class="lineno"> 77</span>&#160; (b0, 0, (__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)(dst_ptr + dst_addr_in_bytes));</div><div class="line"><a name="l00078"></a><span class="lineno"> 78</span>&#160;}</div><div class="line"><a name="l00079"></a><span class="lineno"> 79</span>&#160;<span class="preprocessor">#endif // defined(TRANSPOSE_W) &amp;&amp; defined(MULT_TRANSPOSE1XW_WIDTH)</span></div><div class="line"><a name="l00080"></a><span class="lineno"> 80</span>&#160;</div><div class="line"><a name="l00081"></a><span class="lineno"> 81</span>&#160;<span class="preprocessor">#if defined(MULT_INTERLEAVE4X4_HEIGHT) &amp;&amp; defined(DATA_TYPE)</span></div><div class="line"><a name="l00082"></a><span class="lineno"> 82</span>&#160;</div><div class="line"><a name="l00101"></a><span class="lineno"> 101</span>&#160;__kernel <span class="keywordtype">void</span> gemm_interleave4x4(<a class="code" href="helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(src),</div><div class="line"><a name="l00102"></a><span class="lineno"> 102</span>&#160; <a class="code" href="helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#adbf67dcee294e673cf796f1ed8aeb6a4">dst</a>))</div><div class="line"><a name="l00103"></a><span class="lineno"> 103</span>&#160;{</div><div class="line"><a name="l00104"></a><span class="lineno"> 104</span>&#160; <span class="comment">// Compute source and destination addresses</span></div><div class="line"><a name="l00105"></a><span class="lineno"> 105</span>&#160; uint x = get_global_id(0);</div><div class="line"><a name="l00106"></a><span class="lineno"> 106</span>&#160; uint y = get_global_id(1);</div><div class="line"><a name="l00107"></a><span class="lineno"> 107</span>&#160;</div><div class="line"><a name="l00108"></a><span class="lineno"> 108</span>&#160; <span class="comment">// Compute address for Matrix B - source</span></div><div class="line"><a name="l00109"></a><span class="lineno"> 109</span>&#160; <a class="code" href="struct_image.xhtml">Image</a> src = <a class="code" href="helpers_8h.xhtml#aebe814363556c244be043b13e7969197">CONVERT_TO_IMAGE_STRUCT</a>(src);</div><div class="line"><a name="l00110"></a><span class="lineno"> 110</span>&#160;</div><div class="line"><a name="l00111"></a><span class="lineno"> 111</span>&#160; <span class="comment">// Compute address for Matrix B transposed - destination. X and Y are swapped</span></div><div class="line"><a name="l00112"></a><span class="lineno"> 112</span>&#160; uint dst_addr_in_bytes = dst_offset_first_element_in_bytes + x * <span class="keyword">sizeof</span>(<a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>) * 16 * MULT_INTERLEAVE4X4_HEIGHT + (y / MULT_INTERLEAVE4X4_HEIGHT) * dst_stride_y +</div><div class="line"><a name="l00113"></a><span class="lineno"> 113</span>&#160; (y % MULT_INTERLEAVE4X4_HEIGHT) * 4 * <span class="keyword">sizeof</span>(<a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>);</div><div class="line"><a name="l00114"></a><span class="lineno"> 114</span>&#160;</div><div class="line"><a name="l00115"></a><span class="lineno"> 115</span>&#160; <span class="comment">// Load values from Matrix A</span></div><div class="line"><a name="l00116"></a><span class="lineno"> 116</span>&#160; <a class="code" href="fixed__point_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="l00117"></a><span class="lineno"> 117</span>&#160; a0 = vload4(0, (__global <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *)(<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;src, 0, 0)));</div><div class="line"><a name="l00118"></a><span class="lineno"> 118</span>&#160; <a class="code" href="fixed__point_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="l00119"></a><span class="lineno"> 119</span>&#160; a1 = vload4(0, (__global DATA_TYPE *)(<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;src, 0, 1)));</div><div class="line"><a name="l00120"></a><span class="lineno"> 120</span>&#160; <a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE, 4)</div><div class="line"><a name="l00121"></a><span class="lineno"> 121</span>&#160; a2 = vload4(0, (__global DATA_TYPE *)(<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;src, 0, 2)));</div><div class="line"><a name="l00122"></a><span class="lineno"> 122</span>&#160; <a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE, 4)</div><div class="line"><a name="l00123"></a><span class="lineno"> 123</span>&#160; a3 = vload4(0, (__global DATA_TYPE *)(<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;src, 0, 3)));</div><div class="line"><a name="l00124"></a><span class="lineno"> 124</span>&#160;</div><div class="line"><a name="l00125"></a><span class="lineno"> 125</span>&#160; <a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE, 4)</div><div class="line"><a name="l00126"></a><span class="lineno"> 126</span>&#160; val0 = (<a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE, 4))(a0.s0, a1.s0, a2.s0, a3.s0);</div><div class="line"><a name="l00127"></a><span class="lineno"> 127</span>&#160; vstore4(val0, 0, ((__global DATA_TYPE *)(dst_ptr + dst_addr_in_bytes) + 0 * MULT_INTERLEAVE4X4_HEIGHT));</div><div class="line"><a name="l00128"></a><span class="lineno"> 128</span>&#160;</div><div class="line"><a name="l00129"></a><span class="lineno"> 129</span>&#160; val0 = (<a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE, 4))(a0.s1, a1.s1, a2.s1, a3.s1);</div><div class="line"><a name="l00130"></a><span class="lineno"> 130</span>&#160; vstore4(val0, 0, ((__global DATA_TYPE *)(dst_ptr + dst_addr_in_bytes) + 4 * MULT_INTERLEAVE4X4_HEIGHT));</div><div class="line"><a name="l00131"></a><span class="lineno"> 131</span>&#160;</div><div class="line"><a name="l00132"></a><span class="lineno"> 132</span>&#160; val0 = (<a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE, 4))(a0.s2, a1.s2, a2.s2, a3.s2);</div><div class="line"><a name="l00133"></a><span class="lineno"> 133</span>&#160; vstore4(val0, 0, ((__global DATA_TYPE *)(dst_ptr + dst_addr_in_bytes) + 8 * MULT_INTERLEAVE4X4_HEIGHT));</div><div class="line"><a name="l00134"></a><span class="lineno"> 134</span>&#160;</div><div class="line"><a name="l00135"></a><span class="lineno"> 135</span>&#160; val0 = (<a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE, 4))(a0.s3, a1.s3, a2.s3, a3.s3);</div><div class="line"><a name="l00136"></a><span class="lineno"> 136</span>&#160; vstore4(val0, 0, ((__global DATA_TYPE *)(dst_ptr + dst_addr_in_bytes) + 12 * MULT_INTERLEAVE4X4_HEIGHT));</div><div class="line"><a name="l00137"></a><span class="lineno"> 137</span>&#160;}</div><div class="line"><a name="l00138"></a><span class="lineno"> 138</span>&#160;<span class="preprocessor">#endif // defined(MULT_INTERLEAVE4X4_HEIGHT) &amp;&amp; defined(DATA_TYPE)</span></div><div class="line"><a name="l00139"></a><span class="lineno"> 139</span>&#160;</div><div class="line"><a name="l00140"></a><span class="lineno"> 140</span>&#160;<span class="preprocessor">#if defined(COLS_B) &amp;&amp; defined(MULT_TRANSPOSE1XW_WIDTH) &amp;&amp; defined(MULT_INTERLEAVE4X4_HEIGHT)</span></div><div class="line"><a name="l00141"></a><span class="lineno"> 141</span>&#160;</div><div class="line"><a name="l00167"></a><span class="lineno"> 167</span>&#160;__kernel <span class="keywordtype">void</span> gemm_mm_interleaved_transposed_f32_midgard(<a class="code" href="helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(src0),</div><div class="line"><a name="l00168"></a><span class="lineno"> 168</span>&#160; <a class="code" href="helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(src1),</div><div class="line"><a name="l00169"></a><span class="lineno"> 169</span>&#160; <a class="code" href="helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#adbf67dcee294e673cf796f1ed8aeb6a4">dst</a>))</div><div class="line"><a name="l00170"></a><span class="lineno"> 170</span>&#160;{</div><div class="line"><a name="l00171"></a><span class="lineno"> 171</span>&#160; <span class="keywordtype">int</span> x = get_global_id(0) / MULT_TRANSPOSE1XW_WIDTH;</div><div class="line"><a name="l00172"></a><span class="lineno"> 172</span>&#160; <span class="keywordtype">int</span> y = get_global_id(1) / MULT_INTERLEAVE4X4_HEIGHT;</div><div class="line"><a name="l00173"></a><span class="lineno"> 173</span>&#160;</div><div class="line"><a name="l00174"></a><span class="lineno"> 174</span>&#160; <span class="comment">// Offset</span></div><div class="line"><a name="l00175"></a><span class="lineno"> 175</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> offset_row_a = (get_global_id(1) % MULT_INTERLEAVE4X4_HEIGHT) * 4;</div><div class="line"><a name="l00176"></a><span class="lineno"> 176</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> offset_row_b = (get_global_id(0) % MULT_TRANSPOSE1XW_WIDTH) * 4;</div><div class="line"><a name="l00177"></a><span class="lineno"> 177</span>&#160;</div><div class="line"><a name="l00178"></a><span class="lineno"> 178</span>&#160; <span class="comment">// src_addr_a = address of matrix A</span></div><div class="line"><a name="l00179"></a><span class="lineno"> 179</span>&#160; <span class="comment">// src_addr_b = address of matrix B</span></div><div class="line"><a name="l00180"></a><span class="lineno"> 180</span>&#160; __global <span class="keywordtype">float</span> *src_addr_a = (__global <span class="keywordtype">float</span> *)(src0_ptr + y * src0_stride_y + src0_offset_first_element_in_bytes);</div><div class="line"><a name="l00181"></a><span class="lineno"> 181</span>&#160; __global <span class="keywordtype">float</span> *src_addr_b = (__global <span class="keywordtype">float</span> *)(src1_ptr + x * src1_stride_y + src1_offset_first_element_in_bytes);</div><div class="line"><a name="l00182"></a><span class="lineno"> 182</span>&#160;</div><div class="line"><a name="l00183"></a><span class="lineno"> 183</span>&#160; <span class="comment">// Compute end row address for matrix B</span></div><div class="line"><a name="l00184"></a><span class="lineno"> 184</span>&#160; __global <span class="keywordtype">float</span> *src_end_addr_b = src_addr_b + COLS_B;</div><div class="line"><a name="l00185"></a><span class="lineno"> 185</span>&#160;</div><div class="line"><a name="l00186"></a><span class="lineno"> 186</span>&#160; src_addr_a += offset_row_a;</div><div class="line"><a name="l00187"></a><span class="lineno"> 187</span>&#160; src_addr_b += offset_row_b;</div><div class="line"><a name="l00188"></a><span class="lineno"> 188</span>&#160;</div><div class="line"><a name="l00189"></a><span class="lineno"> 189</span>&#160; <span class="comment">// Reset accumulators</span></div><div class="line"><a name="l00190"></a><span class="lineno"> 190</span>&#160; float4 c00 = 0.0f;</div><div class="line"><a name="l00191"></a><span class="lineno"> 191</span>&#160; float4 c10 = 0.0f;</div><div class="line"><a name="l00192"></a><span class="lineno"> 192</span>&#160; float4 c20 = 0.0f;</div><div class="line"><a name="l00193"></a><span class="lineno"> 193</span>&#160; float4 c30 = 0.0f;</div><div class="line"><a name="l00194"></a><span class="lineno"> 194</span>&#160;</div><div class="line"><a name="l00195"></a><span class="lineno"> 195</span>&#160; <span class="keywordflow">for</span>(; src_addr_b &lt;= (src_end_addr_b - (int)(8 * MULT_TRANSPOSE1XW_WIDTH)); src_addr_a += 8 * MULT_INTERLEAVE4X4_HEIGHT, src_addr_b += 8 * MULT_TRANSPOSE1XW_WIDTH)</div><div class="line"><a name="l00196"></a><span class="lineno"> 196</span>&#160; {</div><div class="line"><a name="l00197"></a><span class="lineno"> 197</span>&#160; <span class="comment">// Load values from matrix A (interleaved) and matrix B (transposed)</span></div><div class="line"><a name="l00198"></a><span class="lineno"> 198</span>&#160; float4 a0 = vload4(0, src_addr_a);</div><div class="line"><a name="l00199"></a><span class="lineno"> 199</span>&#160; float4 b0 = vload4(0, src_addr_b);</div><div class="line"><a name="l00200"></a><span class="lineno"> 200</span>&#160;</div><div class="line"><a name="l00201"></a><span class="lineno"> 201</span>&#160; c00 += (float4)a0.s0 * b0;</div><div class="line"><a name="l00202"></a><span class="lineno"> 202</span>&#160; c10 += (float4)a0.s1 * b0;</div><div class="line"><a name="l00203"></a><span class="lineno"> 203</span>&#160; c20 += (float4)a0.s2 * b0;</div><div class="line"><a name="l00204"></a><span class="lineno"> 204</span>&#160; c30 += (float4)a0.s3 * b0;</div><div class="line"><a name="l00205"></a><span class="lineno"> 205</span>&#160;</div><div class="line"><a name="l00206"></a><span class="lineno"> 206</span>&#160; <span class="comment">// Load values from matrix A (interleaved) and matrix B (transposed)</span></div><div class="line"><a name="l00207"></a><span class="lineno"> 207</span>&#160; a0 = vload4(0, src_addr_a + 4 * MULT_INTERLEAVE4X4_HEIGHT);</div><div class="line"><a name="l00208"></a><span class="lineno"> 208</span>&#160; b0 = vload4(0, src_addr_b + 4 * MULT_TRANSPOSE1XW_WIDTH);</div><div class="line"><a name="l00209"></a><span class="lineno"> 209</span>&#160;</div><div class="line"><a name="l00210"></a><span class="lineno"> 210</span>&#160; c00 += (float4)a0.s0 * b0;</div><div class="line"><a name="l00211"></a><span class="lineno"> 211</span>&#160; c10 += (float4)a0.s1 * b0;</div><div class="line"><a name="l00212"></a><span class="lineno"> 212</span>&#160; c20 += (float4)a0.s2 * b0;</div><div class="line"><a name="l00213"></a><span class="lineno"> 213</span>&#160; c30 += (float4)a0.s3 * b0;</div><div class="line"><a name="l00214"></a><span class="lineno"> 214</span>&#160; }</div><div class="line"><a name="l00215"></a><span class="lineno"> 215</span>&#160;</div><div class="line"><a name="l00216"></a><span class="lineno"> 216</span>&#160; <span class="keywordflow">for</span>(; src_addr_b &lt; src_end_addr_b; src_addr_a += 4 * MULT_INTERLEAVE4X4_HEIGHT, src_addr_b += 4 * MULT_TRANSPOSE1XW_WIDTH)</div><div class="line"><a name="l00217"></a><span class="lineno"> 217</span>&#160; {</div><div class="line"><a name="l00218"></a><span class="lineno"> 218</span>&#160; <span class="comment">// Load values from matrix A (interleaved) and matrix B (transposed)</span></div><div class="line"><a name="l00219"></a><span class="lineno"> 219</span>&#160; float4 a0 = vload4(0, src_addr_a);</div><div class="line"><a name="l00220"></a><span class="lineno"> 220</span>&#160; float4 b0 = vload4(0, src_addr_b);</div><div class="line"><a name="l00221"></a><span class="lineno"> 221</span>&#160;</div><div class="line"><a name="l00222"></a><span class="lineno"> 222</span>&#160; c00 += (float4)a0.s0 * b0;</div><div class="line"><a name="l00223"></a><span class="lineno"> 223</span>&#160; c10 += (float4)a0.s1 * b0;</div><div class="line"><a name="l00224"></a><span class="lineno"> 224</span>&#160; c20 += (float4)a0.s2 * b0;</div><div class="line"><a name="l00225"></a><span class="lineno"> 225</span>&#160; c30 += (float4)a0.s3 * b0;</div><div class="line"><a name="l00226"></a><span class="lineno"> 226</span>&#160; }</div><div class="line"><a name="l00227"></a><span class="lineno"> 227</span>&#160;</div><div class="line"><a name="l00228"></a><span class="lineno"> 228</span>&#160; <span class="comment">// Compute destination address</span></div><div class="line"><a name="l00229"></a><span class="lineno"> 229</span>&#160; <a class="code" href="struct_image.xhtml">Image</a> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#adbf67dcee294e673cf796f1ed8aeb6a4">dst</a> = <a class="code" href="helpers_8h.xhtml#aebe814363556c244be043b13e7969197">CONVERT_TO_IMAGE_STRUCT</a>(dst);</div><div class="line"><a name="l00230"></a><span class="lineno"> 230</span>&#160;</div><div class="line"><a name="l00231"></a><span class="lineno"> 231</span>&#160;<span class="preprocessor">#if defined(ALPHA)</span></div><div class="line"><a name="l00232"></a><span class="lineno"> 232</span>&#160; <span class="comment">// Multiply by the weight of matrix product</span></div><div class="line"><a name="l00233"></a><span class="lineno"> 233</span>&#160; c00 = c00 * (float4)ALPHA;</div><div class="line"><a name="l00234"></a><span class="lineno"> 234</span>&#160; c10 = c10 * (float4)ALPHA;</div><div class="line"><a name="l00235"></a><span class="lineno"> 235</span>&#160; c20 = c20 * (float4)ALPHA;</div><div class="line"><a name="l00236"></a><span class="lineno"> 236</span>&#160; c30 = c30 * (float4)ALPHA;</div><div class="line"><a name="l00237"></a><span class="lineno"> 237</span>&#160;<span class="preprocessor">#endif // defined(ALPHA)</span></div><div class="line"><a name="l00238"></a><span class="lineno"> 238</span>&#160;</div><div class="line"><a name="l00239"></a><span class="lineno"> 239</span>&#160; <span class="comment">// Store 4x4 block</span></div><div class="line"><a name="l00240"></a><span class="lineno"> 240</span>&#160; vstore4(c00, 0, (__global <span class="keywordtype">float</span> *)(<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;dst, 0, 0)));</div><div class="line"><a name="l00241"></a><span class="lineno"> 241</span>&#160; vstore4(c10, 0, (__global <span class="keywordtype">float</span> *)(<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;dst, 0, 1)));</div><div class="line"><a name="l00242"></a><span class="lineno"> 242</span>&#160; vstore4(c20, 0, (__global <span class="keywordtype">float</span> *)(<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;dst, 0, 2)));</div><div class="line"><a name="l00243"></a><span class="lineno"> 243</span>&#160; vstore4(c30, 0, (__global <span class="keywordtype">float</span> *)(<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;dst, 0, 3)));</div><div class="line"><a name="l00244"></a><span class="lineno"> 244</span>&#160;}</div><div class="line"><a name="l00245"></a><span class="lineno"> 245</span>&#160;</div><div class="line"><a name="l00272"></a><span class="lineno"> 272</span>&#160;__kernel <span class="keywordtype">void</span> gemm_mm_interleaved_transposed_f32_bifrost(<a class="code" href="helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(src0),</div><div class="line"><a name="l00273"></a><span class="lineno"> 273</span>&#160; <a class="code" href="helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(src1),</div><div class="line"><a name="l00274"></a><span class="lineno"> 274</span>&#160; <a class="code" href="helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(dst))</div><div class="line"><a name="l00275"></a><span class="lineno"> 275</span>&#160;{</div><div class="line"><a name="l00276"></a><span class="lineno"> 276</span>&#160; <span class="keywordtype">int</span> x = get_global_id(0) / MULT_TRANSPOSE1XW_WIDTH;</div><div class="line"><a name="l00277"></a><span class="lineno"> 277</span>&#160; <span class="keywordtype">int</span> y = get_global_id(1) / MULT_INTERLEAVE4X4_HEIGHT;</div><div class="line"><a name="l00278"></a><span class="lineno"> 278</span>&#160;</div><div class="line"><a name="l00279"></a><span class="lineno"> 279</span>&#160; <span class="comment">// Offset</span></div><div class="line"><a name="l00280"></a><span class="lineno"> 280</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> offset_row_a = (get_global_id(1) % MULT_INTERLEAVE4X4_HEIGHT) * 4;</div><div class="line"><a name="l00281"></a><span class="lineno"> 281</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> offset_row_b = (get_global_id(0) % MULT_TRANSPOSE1XW_WIDTH) * 4;</div><div class="line"><a name="l00282"></a><span class="lineno"> 282</span>&#160;</div><div class="line"><a name="l00283"></a><span class="lineno"> 283</span>&#160; <span class="comment">// src_addr_a = address of matrix A</span></div><div class="line"><a name="l00284"></a><span class="lineno"> 284</span>&#160; <span class="comment">// src_addr_b = address of matrix B</span></div><div class="line"><a name="l00285"></a><span class="lineno"> 285</span>&#160; __global <span class="keywordtype">float</span> *src_addr_a = (__global <span class="keywordtype">float</span> *)(src0_ptr + y * src0_stride_y + src0_offset_first_element_in_bytes);</div><div class="line"><a name="l00286"></a><span class="lineno"> 286</span>&#160; __global <span class="keywordtype">float</span> *src_addr_b = (__global <span class="keywordtype">float</span> *)(src1_ptr + x * src1_stride_y + src1_offset_first_element_in_bytes);</div><div class="line"><a name="l00287"></a><span class="lineno"> 287</span>&#160;</div><div class="line"><a name="l00288"></a><span class="lineno"> 288</span>&#160; <span class="comment">// Compute end row address for matrix B</span></div><div class="line"><a name="l00289"></a><span class="lineno"> 289</span>&#160; __global <span class="keywordtype">float</span> *src_end_addr_b = src_addr_b + COLS_B;</div><div class="line"><a name="l00290"></a><span class="lineno"> 290</span>&#160;</div><div class="line"><a name="l00291"></a><span class="lineno"> 291</span>&#160; src_addr_a += offset_row_a;</div><div class="line"><a name="l00292"></a><span class="lineno"> 292</span>&#160; src_addr_b += offset_row_b;</div><div class="line"><a name="l00293"></a><span class="lineno"> 293</span>&#160;</div><div class="line"><a name="l00294"></a><span class="lineno"> 294</span>&#160; <span class="comment">// Reset accumulators</span></div><div class="line"><a name="l00295"></a><span class="lineno"> 295</span>&#160; <span class="keywordtype">float</span> c00 = 0.0f;</div><div class="line"><a name="l00296"></a><span class="lineno"> 296</span>&#160; <span class="keywordtype">float</span> c01 = 0.0f;</div><div class="line"><a name="l00297"></a><span class="lineno"> 297</span>&#160; <span class="keywordtype">float</span> c02 = 0.0f;</div><div class="line"><a name="l00298"></a><span class="lineno"> 298</span>&#160; <span class="keywordtype">float</span> c03 = 0.0f;</div><div class="line"><a name="l00299"></a><span class="lineno"> 299</span>&#160; <span class="keywordtype">float</span> c10 = 0.0f;</div><div class="line"><a name="l00300"></a><span class="lineno"> 300</span>&#160; <span class="keywordtype">float</span> c11 = 0.0f;</div><div class="line"><a name="l00301"></a><span class="lineno"> 301</span>&#160; <span class="keywordtype">float</span> c12 = 0.0f;</div><div class="line"><a name="l00302"></a><span class="lineno"> 302</span>&#160; <span class="keywordtype">float</span> c13 = 0.0f;</div><div class="line"><a name="l00303"></a><span class="lineno"> 303</span>&#160; <span class="keywordtype">float</span> c20 = 0.0f;</div><div class="line"><a name="l00304"></a><span class="lineno"> 304</span>&#160; <span class="keywordtype">float</span> c21 = 0.0f;</div><div class="line"><a name="l00305"></a><span class="lineno"> 305</span>&#160; <span class="keywordtype">float</span> c22 = 0.0f;</div><div class="line"><a name="l00306"></a><span class="lineno"> 306</span>&#160; <span class="keywordtype">float</span> c23 = 0.0f;</div><div class="line"><a name="l00307"></a><span class="lineno"> 307</span>&#160; <span class="keywordtype">float</span> c30 = 0.0f;</div><div class="line"><a name="l00308"></a><span class="lineno"> 308</span>&#160; <span class="keywordtype">float</span> c31 = 0.0f;</div><div class="line"><a name="l00309"></a><span class="lineno"> 309</span>&#160; <span class="keywordtype">float</span> c32 = 0.0f;</div><div class="line"><a name="l00310"></a><span class="lineno"> 310</span>&#160; <span class="keywordtype">float</span> c33 = 0.0f;</div><div class="line"><a name="l00311"></a><span class="lineno"> 311</span>&#160;</div><div class="line"><a name="l00312"></a><span class="lineno"> 312</span>&#160; <span class="keywordflow">for</span>(; src_addr_b &lt;= (src_end_addr_b - (int)(16 * MULT_TRANSPOSE1XW_WIDTH)); src_addr_a += (16 * MULT_INTERLEAVE4X4_HEIGHT), src_addr_b += (16 * MULT_TRANSPOSE1XW_WIDTH))</div><div class="line"><a name="l00313"></a><span class="lineno"> 313</span>&#160; {</div><div class="line"><a name="l00314"></a><span class="lineno"> 314</span>&#160; <span class="comment">// Load values from matrix A (interleaved) and matrix B (transposed)</span></div><div class="line"><a name="l00315"></a><span class="lineno"> 315</span>&#160; float4 a0 = vload4(0, src_addr_a);</div><div class="line"><a name="l00316"></a><span class="lineno"> 316</span>&#160; float4 b0 = vload4(0, src_addr_b);</div><div class="line"><a name="l00317"></a><span class="lineno"> 317</span>&#160;</div><div class="line"><a name="l00318"></a><span class="lineno"> 318</span>&#160; c00 = fma(a0.s0, b0.s0, c00);</div><div class="line"><a name="l00319"></a><span class="lineno"> 319</span>&#160; c01 = fma(a0.s0, b0.s1, c01);</div><div class="line"><a name="l00320"></a><span class="lineno"> 320</span>&#160; c02 = fma(a0.s0, b0.s2, c02);</div><div class="line"><a name="l00321"></a><span class="lineno"> 321</span>&#160; c03 = fma(a0.s0, b0.s3, c03);</div><div class="line"><a name="l00322"></a><span class="lineno"> 322</span>&#160;</div><div class="line"><a name="l00323"></a><span class="lineno"> 323</span>&#160; c10 = fma(a0.s1, b0.s0, c10);</div><div class="line"><a name="l00324"></a><span class="lineno"> 324</span>&#160; c11 = fma(a0.s1, b0.s1, c11);</div><div class="line"><a name="l00325"></a><span class="lineno"> 325</span>&#160; c12 = fma(a0.s1, b0.s2, c12);</div><div class="line"><a name="l00326"></a><span class="lineno"> 326</span>&#160; c13 = fma(a0.s1, b0.s3, c13);</div><div class="line"><a name="l00327"></a><span class="lineno"> 327</span>&#160;</div><div class="line"><a name="l00328"></a><span class="lineno"> 328</span>&#160; c20 = fma(a0.s2, b0.s0, c20);</div><div class="line"><a name="l00329"></a><span class="lineno"> 329</span>&#160; c21 = fma(a0.s2, b0.s1, c21);</div><div class="line"><a name="l00330"></a><span class="lineno"> 330</span>&#160; c22 = fma(a0.s2, b0.s2, c22);</div><div class="line"><a name="l00331"></a><span class="lineno"> 331</span>&#160; c23 = fma(a0.s2, b0.s3, c23);</div><div class="line"><a name="l00332"></a><span class="lineno"> 332</span>&#160;</div><div class="line"><a name="l00333"></a><span class="lineno"> 333</span>&#160; c30 = fma(a0.s3, b0.s0, c30);</div><div class="line"><a name="l00334"></a><span class="lineno"> 334</span>&#160; c31 = fma(a0.s3, b0.s1, c31);</div><div class="line"><a name="l00335"></a><span class="lineno"> 335</span>&#160; c32 = fma(a0.s3, b0.s2, c32);</div><div class="line"><a name="l00336"></a><span class="lineno"> 336</span>&#160; c33 = fma(a0.s3, b0.s3, c33);</div><div class="line"><a name="l00337"></a><span class="lineno"> 337</span>&#160;</div><div class="line"><a name="l00338"></a><span class="lineno"> 338</span>&#160; <span class="comment">// Load values from matrix A (interleaved) and matrix B (transposed)</span></div><div class="line"><a name="l00339"></a><span class="lineno"> 339</span>&#160; a0 = vload4(0, src_addr_a + 4 * MULT_INTERLEAVE4X4_HEIGHT);</div><div class="line"><a name="l00340"></a><span class="lineno"> 340</span>&#160; b0 = vload4(0, src_addr_b + 4 * MULT_TRANSPOSE1XW_WIDTH);</div><div class="line"><a name="l00341"></a><span class="lineno"> 341</span>&#160;</div><div class="line"><a name="l00342"></a><span class="lineno"> 342</span>&#160; c00 = fma(a0.s0, b0.s0, c00);</div><div class="line"><a name="l00343"></a><span class="lineno"> 343</span>&#160; c01 = fma(a0.s0, b0.s1, c01);</div><div class="line"><a name="l00344"></a><span class="lineno"> 344</span>&#160; c02 = fma(a0.s0, b0.s2, c02);</div><div class="line"><a name="l00345"></a><span class="lineno"> 345</span>&#160; c03 = fma(a0.s0, b0.s3, c03);</div><div class="line"><a name="l00346"></a><span class="lineno"> 346</span>&#160;</div><div class="line"><a name="l00347"></a><span class="lineno"> 347</span>&#160; c10 = fma(a0.s1, b0.s0, c10);</div><div class="line"><a name="l00348"></a><span class="lineno"> 348</span>&#160; c11 = fma(a0.s1, b0.s1, c11);</div><div class="line"><a name="l00349"></a><span class="lineno"> 349</span>&#160; c12 = fma(a0.s1, b0.s2, c12);</div><div class="line"><a name="l00350"></a><span class="lineno"> 350</span>&#160; c13 = fma(a0.s1, b0.s3, c13);</div><div class="line"><a name="l00351"></a><span class="lineno"> 351</span>&#160;</div><div class="line"><a name="l00352"></a><span class="lineno"> 352</span>&#160; c20 = fma(a0.s2, b0.s0, c20);</div><div class="line"><a name="l00353"></a><span class="lineno"> 353</span>&#160; c21 = fma(a0.s2, b0.s1, c21);</div><div class="line"><a name="l00354"></a><span class="lineno"> 354</span>&#160; c22 = fma(a0.s2, b0.s2, c22);</div><div class="line"><a name="l00355"></a><span class="lineno"> 355</span>&#160; c23 = fma(a0.s2, b0.s3, c23);</div><div class="line"><a name="l00356"></a><span class="lineno"> 356</span>&#160;</div><div class="line"><a name="l00357"></a><span class="lineno"> 357</span>&#160; c30 = fma(a0.s3, b0.s0, c30);</div><div class="line"><a name="l00358"></a><span class="lineno"> 358</span>&#160; c31 = fma(a0.s3, b0.s1, c31);</div><div class="line"><a name="l00359"></a><span class="lineno"> 359</span>&#160; c32 = fma(a0.s3, b0.s2, c32);</div><div class="line"><a name="l00360"></a><span class="lineno"> 360</span>&#160; c33 = fma(a0.s3, b0.s3, c33);</div><div class="line"><a name="l00361"></a><span class="lineno"> 361</span>&#160;</div><div class="line"><a name="l00362"></a><span class="lineno"> 362</span>&#160; <span class="comment">// Load values from matrix A (interleaved) and matrix B (transposed)</span></div><div class="line"><a name="l00363"></a><span class="lineno"> 363</span>&#160; a0 = vload4(0, src_addr_a + 8 * MULT_INTERLEAVE4X4_HEIGHT);</div><div class="line"><a name="l00364"></a><span class="lineno"> 364</span>&#160; b0 = vload4(0, src_addr_b + 8 * MULT_TRANSPOSE1XW_WIDTH);</div><div class="line"><a name="l00365"></a><span class="lineno"> 365</span>&#160;</div><div class="line"><a name="l00366"></a><span class="lineno"> 366</span>&#160; c00 = fma(a0.s0, b0.s0, c00);</div><div class="line"><a name="l00367"></a><span class="lineno"> 367</span>&#160; c01 = fma(a0.s0, b0.s1, c01);</div><div class="line"><a name="l00368"></a><span class="lineno"> 368</span>&#160; c02 = fma(a0.s0, b0.s2, c02);</div><div class="line"><a name="l00369"></a><span class="lineno"> 369</span>&#160; c03 = fma(a0.s0, b0.s3, c03);</div><div class="line"><a name="l00370"></a><span class="lineno"> 370</span>&#160;</div><div class="line"><a name="l00371"></a><span class="lineno"> 371</span>&#160; c10 = fma(a0.s1, b0.s0, c10);</div><div class="line"><a name="l00372"></a><span class="lineno"> 372</span>&#160; c11 = fma(a0.s1, b0.s1, c11);</div><div class="line"><a name="l00373"></a><span class="lineno"> 373</span>&#160; c12 = fma(a0.s1, b0.s2, c12);</div><div class="line"><a name="l00374"></a><span class="lineno"> 374</span>&#160; c13 = fma(a0.s1, b0.s3, c13);</div><div class="line"><a name="l00375"></a><span class="lineno"> 375</span>&#160;</div><div class="line"><a name="l00376"></a><span class="lineno"> 376</span>&#160; c20 = fma(a0.s2, b0.s0, c20);</div><div class="line"><a name="l00377"></a><span class="lineno"> 377</span>&#160; c21 = fma(a0.s2, b0.s1, c21);</div><div class="line"><a name="l00378"></a><span class="lineno"> 378</span>&#160; c22 = fma(a0.s2, b0.s2, c22);</div><div class="line"><a name="l00379"></a><span class="lineno"> 379</span>&#160; c23 = fma(a0.s2, b0.s3, c23);</div><div class="line"><a name="l00380"></a><span class="lineno"> 380</span>&#160;</div><div class="line"><a name="l00381"></a><span class="lineno"> 381</span>&#160; c30 = fma(a0.s3, b0.s0, c30);</div><div class="line"><a name="l00382"></a><span class="lineno"> 382</span>&#160; c31 = fma(a0.s3, b0.s1, c31);</div><div class="line"><a name="l00383"></a><span class="lineno"> 383</span>&#160; c32 = fma(a0.s3, b0.s2, c32);</div><div class="line"><a name="l00384"></a><span class="lineno"> 384</span>&#160; c33 = fma(a0.s3, b0.s3, c33);</div><div class="line"><a name="l00385"></a><span class="lineno"> 385</span>&#160;</div><div class="line"><a name="l00386"></a><span class="lineno"> 386</span>&#160; <span class="comment">// Load values from matrix A (interleaved) and matrix B (transposed)</span></div><div class="line"><a name="l00387"></a><span class="lineno"> 387</span>&#160; a0 = vload4(0, src_addr_a + 12 * MULT_INTERLEAVE4X4_HEIGHT);</div><div class="line"><a name="l00388"></a><span class="lineno"> 388</span>&#160; b0 = vload4(0, src_addr_b + 12 * MULT_TRANSPOSE1XW_WIDTH);</div><div class="line"><a name="l00389"></a><span class="lineno"> 389</span>&#160;</div><div class="line"><a name="l00390"></a><span class="lineno"> 390</span>&#160; c00 = fma(a0.s0, b0.s0, c00);</div><div class="line"><a name="l00391"></a><span class="lineno"> 391</span>&#160; c01 = fma(a0.s0, b0.s1, c01);</div><div class="line"><a name="l00392"></a><span class="lineno"> 392</span>&#160; c02 = fma(a0.s0, b0.s2, c02);</div><div class="line"><a name="l00393"></a><span class="lineno"> 393</span>&#160; c03 = fma(a0.s0, b0.s3, c03);</div><div class="line"><a name="l00394"></a><span class="lineno"> 394</span>&#160;</div><div class="line"><a name="l00395"></a><span class="lineno"> 395</span>&#160; c10 = fma(a0.s1, b0.s0, c10);</div><div class="line"><a name="l00396"></a><span class="lineno"> 396</span>&#160; c11 = fma(a0.s1, b0.s1, c11);</div><div class="line"><a name="l00397"></a><span class="lineno"> 397</span>&#160; c12 = fma(a0.s1, b0.s2, c12);</div><div class="line"><a name="l00398"></a><span class="lineno"> 398</span>&#160; c13 = fma(a0.s1, b0.s3, c13);</div><div class="line"><a name="l00399"></a><span class="lineno"> 399</span>&#160;</div><div class="line"><a name="l00400"></a><span class="lineno"> 400</span>&#160; c20 = fma(a0.s2, b0.s0, c20);</div><div class="line"><a name="l00401"></a><span class="lineno"> 401</span>&#160; c21 = fma(a0.s2, b0.s1, c21);</div><div class="line"><a name="l00402"></a><span class="lineno"> 402</span>&#160; c22 = fma(a0.s2, b0.s2, c22);</div><div class="line"><a name="l00403"></a><span class="lineno"> 403</span>&#160; c23 = fma(a0.s2, b0.s3, c23);</div><div class="line"><a name="l00404"></a><span class="lineno"> 404</span>&#160;</div><div class="line"><a name="l00405"></a><span class="lineno"> 405</span>&#160; c30 = fma(a0.s3, b0.s0, c30);</div><div class="line"><a name="l00406"></a><span class="lineno"> 406</span>&#160; c31 = fma(a0.s3, b0.s1, c31);</div><div class="line"><a name="l00407"></a><span class="lineno"> 407</span>&#160; c32 = fma(a0.s3, b0.s2, c32);</div><div class="line"><a name="l00408"></a><span class="lineno"> 408</span>&#160; c33 = fma(a0.s3, b0.s3, c33);</div><div class="line"><a name="l00409"></a><span class="lineno"> 409</span>&#160; }</div><div class="line"><a name="l00410"></a><span class="lineno"> 410</span>&#160;</div><div class="line"><a name="l00411"></a><span class="lineno"> 411</span>&#160; <span class="keywordflow">for</span>(; src_addr_b &lt; src_end_addr_b; src_addr_a += (4 * MULT_INTERLEAVE4X4_HEIGHT), src_addr_b += (4 * MULT_TRANSPOSE1XW_WIDTH))</div><div class="line"><a name="l00412"></a><span class="lineno"> 412</span>&#160; {</div><div class="line"><a name="l00413"></a><span class="lineno"> 413</span>&#160; <span class="comment">// Load values from matrix A (interleaved) and matrix B (transposed)</span></div><div class="line"><a name="l00414"></a><span class="lineno"> 414</span>&#160; float4 a0 = vload4(0, src_addr_a);</div><div class="line"><a name="l00415"></a><span class="lineno"> 415</span>&#160; float4 b0 = vload4(0, src_addr_b);</div><div class="line"><a name="l00416"></a><span class="lineno"> 416</span>&#160;</div><div class="line"><a name="l00417"></a><span class="lineno"> 417</span>&#160; c00 = fma(a0.s0, b0.s0, c00);</div><div class="line"><a name="l00418"></a><span class="lineno"> 418</span>&#160; c01 = fma(a0.s0, b0.s1, c01);</div><div class="line"><a name="l00419"></a><span class="lineno"> 419</span>&#160; c02 = fma(a0.s0, b0.s2, c02);</div><div class="line"><a name="l00420"></a><span class="lineno"> 420</span>&#160; c03 = fma(a0.s0, b0.s3, c03);</div><div class="line"><a name="l00421"></a><span class="lineno"> 421</span>&#160;</div><div class="line"><a name="l00422"></a><span class="lineno"> 422</span>&#160; c10 = fma(a0.s1, b0.s0, c10);</div><div class="line"><a name="l00423"></a><span class="lineno"> 423</span>&#160; c11 = fma(a0.s1, b0.s1, c11);</div><div class="line"><a name="l00424"></a><span class="lineno"> 424</span>&#160; c12 = fma(a0.s1, b0.s2, c12);</div><div class="line"><a name="l00425"></a><span class="lineno"> 425</span>&#160; c13 = fma(a0.s1, b0.s3, c13);</div><div class="line"><a name="l00426"></a><span class="lineno"> 426</span>&#160;</div><div class="line"><a name="l00427"></a><span class="lineno"> 427</span>&#160; c20 = fma(a0.s2, b0.s0, c20);</div><div class="line"><a name="l00428"></a><span class="lineno"> 428</span>&#160; c21 = fma(a0.s2, b0.s1, c21);</div><div class="line"><a name="l00429"></a><span class="lineno"> 429</span>&#160; c22 = fma(a0.s2, b0.s2, c22);</div><div class="line"><a name="l00430"></a><span class="lineno"> 430</span>&#160; c23 = fma(a0.s2, b0.s3, c23);</div><div class="line"><a name="l00431"></a><span class="lineno"> 431</span>&#160;</div><div class="line"><a name="l00432"></a><span class="lineno"> 432</span>&#160; c30 = fma(a0.s3, b0.s0, c30);</div><div class="line"><a name="l00433"></a><span class="lineno"> 433</span>&#160; c31 = fma(a0.s3, b0.s1, c31);</div><div class="line"><a name="l00434"></a><span class="lineno"> 434</span>&#160; c32 = fma(a0.s3, b0.s2, c32);</div><div class="line"><a name="l00435"></a><span class="lineno"> 435</span>&#160; c33 = fma(a0.s3, b0.s3, c33);</div><div class="line"><a name="l00436"></a><span class="lineno"> 436</span>&#160; }</div><div class="line"><a name="l00437"></a><span class="lineno"> 437</span>&#160;</div><div class="line"><a name="l00438"></a><span class="lineno"> 438</span>&#160; <span class="comment">// Compute destination address</span></div><div class="line"><a name="l00439"></a><span class="lineno"> 439</span>&#160; <a class="code" href="struct_image.xhtml">Image</a> dst = <a class="code" href="helpers_8h.xhtml#aebe814363556c244be043b13e7969197">CONVERT_TO_IMAGE_STRUCT</a>(dst);</div><div class="line"><a name="l00440"></a><span class="lineno"> 440</span>&#160;</div><div class="line"><a name="l00441"></a><span class="lineno"> 441</span>&#160;<span class="preprocessor">#if defined(ALPHA)</span></div><div class="line"><a name="l00442"></a><span class="lineno"> 442</span>&#160; <span class="comment">// Multiply by the weight of matrix product</span></div><div class="line"><a name="l00443"></a><span class="lineno"> 443</span>&#160; c00 = c00 * ALPHA;</div><div class="line"><a name="l00444"></a><span class="lineno"> 444</span>&#160; c01 = c01 * ALPHA;</div><div class="line"><a name="l00445"></a><span class="lineno"> 445</span>&#160; c02 = c02 * ALPHA;</div><div class="line"><a name="l00446"></a><span class="lineno"> 446</span>&#160; c03 = c03 * ALPHA;</div><div class="line"><a name="l00447"></a><span class="lineno"> 447</span>&#160; c10 = c10 * ALPHA;</div><div class="line"><a name="l00448"></a><span class="lineno"> 448</span>&#160; c11 = c11 * ALPHA;</div><div class="line"><a name="l00449"></a><span class="lineno"> 449</span>&#160; c12 = c12 * ALPHA;</div><div class="line"><a name="l00450"></a><span class="lineno"> 450</span>&#160; c13 = c13 * ALPHA;</div><div class="line"><a name="l00451"></a><span class="lineno"> 451</span>&#160; c20 = c20 * ALPHA;</div><div class="line"><a name="l00452"></a><span class="lineno"> 452</span>&#160; c21 = c21 * ALPHA;</div><div class="line"><a name="l00453"></a><span class="lineno"> 453</span>&#160; c22 = c22 * ALPHA;</div><div class="line"><a name="l00454"></a><span class="lineno"> 454</span>&#160; c23 = c23 * ALPHA;</div><div class="line"><a name="l00455"></a><span class="lineno"> 455</span>&#160; c30 = c30 * ALPHA;</div><div class="line"><a name="l00456"></a><span class="lineno"> 456</span>&#160; c31 = c31 * ALPHA;</div><div class="line"><a name="l00457"></a><span class="lineno"> 457</span>&#160; c32 = c32 * ALPHA;</div><div class="line"><a name="l00458"></a><span class="lineno"> 458</span>&#160; c33 = c33 * ALPHA;</div><div class="line"><a name="l00459"></a><span class="lineno"> 459</span>&#160;<span class="preprocessor">#endif // defined(ALPHA)</span></div><div class="line"><a name="l00460"></a><span class="lineno"> 460</span>&#160;</div><div class="line"><a name="l00461"></a><span class="lineno"> 461</span>&#160; <span class="comment">// Store 4x4 block</span></div><div class="line"><a name="l00462"></a><span class="lineno"> 462</span>&#160; vstore4((float4)(c00, c01, c02, c03), 0, (__global <span class="keywordtype">float</span> *)(<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;dst, 0, 0)));</div><div class="line"><a name="l00463"></a><span class="lineno"> 463</span>&#160; vstore4((float4)(c10, c11, c12, c13), 0, (__global <span class="keywordtype">float</span> *)(<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;dst, 0, 1)));</div><div class="line"><a name="l00464"></a><span class="lineno"> 464</span>&#160; vstore4((float4)(c20, c21, c22, c23), 0, (__global <span class="keywordtype">float</span> *)(<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;dst, 0, 2)));</div><div class="line"><a name="l00465"></a><span class="lineno"> 465</span>&#160; vstore4((float4)(c30, c31, c32, c33), 0, (__global <span class="keywordtype">float</span> *)(<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;dst, 0, 3)));</div><div class="line"><a name="l00466"></a><span class="lineno"> 466</span>&#160;}</div><div class="line"><a name="l00467"></a><span class="lineno"> 467</span>&#160;</div><div class="line"><a name="l00468"></a><span class="lineno"> 468</span>&#160;<span class="preprocessor">#if defined(ARM_COMPUTE_OPENCL_FP16_ENABLED)</span></div><div class="line"><a name="l00469"></a><span class="lineno"> 469</span>&#160;</div><div class="line"><a name="l00495"></a><span class="lineno"> 495</span>&#160;__kernel <span class="keywordtype">void</span> gemm_mm_interleaved_transposed_f16(<a class="code" href="helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(src0),</div><div class="line"><a name="l00496"></a><span class="lineno"> 496</span>&#160; <a class="code" href="helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(src1),</div><div class="line"><a name="l00497"></a><span class="lineno"> 497</span>&#160; <a class="code" href="helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(dst))</div><div class="line"><a name="l00498"></a><span class="lineno"> 498</span>&#160;{</div><div class="line"><a name="l00499"></a><span class="lineno"> 499</span>&#160; <span class="keywordtype">int</span> x = get_global_id(0) / MULT_TRANSPOSE1XW_WIDTH;</div><div class="line"><a name="l00500"></a><span class="lineno"> 500</span>&#160; <span class="keywordtype">int</span> y = get_global_id(1) / MULT_INTERLEAVE4X4_HEIGHT;</div><div class="line"><a name="l00501"></a><span class="lineno"> 501</span>&#160;</div><div class="line"><a name="l00502"></a><span class="lineno"> 502</span>&#160; <span class="comment">// Offset</span></div><div class="line"><a name="l00503"></a><span class="lineno"> 503</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> offset_row_a = (get_global_id(1) % MULT_INTERLEAVE4X4_HEIGHT) * 4;</div><div class="line"><a name="l00504"></a><span class="lineno"> 504</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> offset_row_b = (get_global_id(0) % MULT_TRANSPOSE1XW_WIDTH) * 8;</div><div class="line"><a name="l00505"></a><span class="lineno"> 505</span>&#160;</div><div class="line"><a name="l00506"></a><span class="lineno"> 506</span>&#160; <span class="comment">// src_addr_a = address of matrix A</span></div><div class="line"><a name="l00507"></a><span class="lineno"> 507</span>&#160; <span class="comment">// src_addr_b = address of matrix B</span></div><div class="line"><a name="l00508"></a><span class="lineno"> 508</span>&#160; __global <a class="code" href="namespacearm__compute.xhtml#a73e2825fd61d349c5ca2f5313e3c8ea1">half</a> *src_addr_a = (__global <a class="code" href="namespacearm__compute.xhtml#a73e2825fd61d349c5ca2f5313e3c8ea1">half</a> *)(src0_ptr + y * src0_stride_y + src0_offset_first_element_in_bytes);</div><div class="line"><a name="l00509"></a><span class="lineno"> 509</span>&#160; __global <a class="code" href="namespacearm__compute.xhtml#a73e2825fd61d349c5ca2f5313e3c8ea1">half</a> *src_addr_b = (__global <a class="code" href="namespacearm__compute.xhtml#a73e2825fd61d349c5ca2f5313e3c8ea1">half</a> *)(src1_ptr + x * src1_stride_y + src1_offset_first_element_in_bytes);</div><div class="line"><a name="l00510"></a><span class="lineno"> 510</span>&#160;</div><div class="line"><a name="l00511"></a><span class="lineno"> 511</span>&#160; <span class="comment">// Compute end row address for matrix B</span></div><div class="line"><a name="l00512"></a><span class="lineno"> 512</span>&#160; __global <a class="code" href="namespacearm__compute.xhtml#a73e2825fd61d349c5ca2f5313e3c8ea1">half</a> *src_end_addr_b = src_addr_b + COLS_B;</div><div class="line"><a name="l00513"></a><span class="lineno"> 513</span>&#160;</div><div class="line"><a name="l00514"></a><span class="lineno"> 514</span>&#160; src_addr_a += offset_row_a;</div><div class="line"><a name="l00515"></a><span class="lineno"> 515</span>&#160; src_addr_b += offset_row_b;</div><div class="line"><a name="l00516"></a><span class="lineno"> 516</span>&#160;</div><div class="line"><a name="l00517"></a><span class="lineno"> 517</span>&#160; <span class="comment">// Reset accumulators</span></div><div class="line"><a name="l00518"></a><span class="lineno"> 518</span>&#160; half8 c00 = 0.0f;</div><div class="line"><a name="l00519"></a><span class="lineno"> 519</span>&#160; half8 c10 = 0.0f;</div><div class="line"><a name="l00520"></a><span class="lineno"> 520</span>&#160; half8 c20 = 0.0f;</div><div class="line"><a name="l00521"></a><span class="lineno"> 521</span>&#160; half8 c30 = 0.0f;</div><div class="line"><a name="l00522"></a><span class="lineno"> 522</span>&#160;</div><div class="line"><a name="l00523"></a><span class="lineno"> 523</span>&#160; <span class="keywordflow">for</span>(; src_addr_b &lt;= (src_end_addr_b - (int)(16 * MULT_TRANSPOSE1XW_WIDTH)); src_addr_a += 8 * MULT_INTERLEAVE4X4_HEIGHT, src_addr_b += 16 * MULT_TRANSPOSE1XW_WIDTH)</div><div class="line"><a name="l00524"></a><span class="lineno"> 524</span>&#160; {</div><div class="line"><a name="l00525"></a><span class="lineno"> 525</span>&#160; <span class="comment">// Load values from matrix A (interleaved) and matrix B (transposed)</span></div><div class="line"><a name="l00526"></a><span class="lineno"> 526</span>&#160; half4 a0 = vload4(0, src_addr_a);</div><div class="line"><a name="l00527"></a><span class="lineno"> 527</span>&#160; half8 b0 = vload8(0, src_addr_b);</div><div class="line"><a name="l00528"></a><span class="lineno"> 528</span>&#160;</div><div class="line"><a name="l00529"></a><span class="lineno"> 529</span>&#160; c00 += (half8)a0.s0 * b0;</div><div class="line"><a name="l00530"></a><span class="lineno"> 530</span>&#160; c10 += (half8)a0.s1 * b0;</div><div class="line"><a name="l00531"></a><span class="lineno"> 531</span>&#160; c20 += (half8)a0.s2 * b0;</div><div class="line"><a name="l00532"></a><span class="lineno"> 532</span>&#160; c30 += (half8)a0.s3 * b0;</div><div class="line"><a name="l00533"></a><span class="lineno"> 533</span>&#160;</div><div class="line"><a name="l00534"></a><span class="lineno"> 534</span>&#160; <span class="comment">// Load values from matrix A (interleaved) and matrix B (transposed)</span></div><div class="line"><a name="l00535"></a><span class="lineno"> 535</span>&#160; a0 = vload4(0, src_addr_a + 4 * MULT_INTERLEAVE4X4_HEIGHT);</div><div class="line"><a name="l00536"></a><span class="lineno"> 536</span>&#160; b0 = vload8(0, src_addr_b + 8 * MULT_TRANSPOSE1XW_WIDTH);</div><div class="line"><a name="l00537"></a><span class="lineno"> 537</span>&#160;</div><div class="line"><a name="l00538"></a><span class="lineno"> 538</span>&#160; c00 += (half8)a0.s0 * b0;</div><div class="line"><a name="l00539"></a><span class="lineno"> 539</span>&#160; c10 += (half8)a0.s1 * b0;</div><div class="line"><a name="l00540"></a><span class="lineno"> 540</span>&#160; c20 += (half8)a0.s2 * b0;</div><div class="line"><a name="l00541"></a><span class="lineno"> 541</span>&#160; c30 += (half8)a0.s3 * b0;</div><div class="line"><a name="l00542"></a><span class="lineno"> 542</span>&#160; }</div><div class="line"><a name="l00543"></a><span class="lineno"> 543</span>&#160;</div><div class="line"><a name="l00544"></a><span class="lineno"> 544</span>&#160; <span class="keywordflow">for</span>(; src_addr_b &lt; src_end_addr_b; src_addr_a += 4 * MULT_INTERLEAVE4X4_HEIGHT, src_addr_b += 8 * MULT_TRANSPOSE1XW_WIDTH)</div><div class="line"><a name="l00545"></a><span class="lineno"> 545</span>&#160; {</div><div class="line"><a name="l00546"></a><span class="lineno"> 546</span>&#160; <span class="comment">// Load values from matrix A (interleaved) and matrix B (transposed)</span></div><div class="line"><a name="l00547"></a><span class="lineno"> 547</span>&#160; half4 a0 = vload4(0, src_addr_a);</div><div class="line"><a name="l00548"></a><span class="lineno"> 548</span>&#160; half8 b0 = vload8(0, src_addr_b);</div><div class="line"><a name="l00549"></a><span class="lineno"> 549</span>&#160;</div><div class="line"><a name="l00550"></a><span class="lineno"> 550</span>&#160; c00 += (half8)a0.s0 * b0;</div><div class="line"><a name="l00551"></a><span class="lineno"> 551</span>&#160; c10 += (half8)a0.s1 * b0;</div><div class="line"><a name="l00552"></a><span class="lineno"> 552</span>&#160; c20 += (half8)a0.s2 * b0;</div><div class="line"><a name="l00553"></a><span class="lineno"> 553</span>&#160; c30 += (half8)a0.s3 * b0;</div><div class="line"><a name="l00554"></a><span class="lineno"> 554</span>&#160; }</div><div class="line"><a name="l00555"></a><span class="lineno"> 555</span>&#160;</div><div class="line"><a name="l00556"></a><span class="lineno"> 556</span>&#160; <span class="comment">// Compute destination address</span></div><div class="line"><a name="l00557"></a><span class="lineno"> 557</span>&#160; <a class="code" href="struct_image.xhtml">Image</a> dst = <a class="code" href="helpers_8h.xhtml#aebe814363556c244be043b13e7969197">CONVERT_TO_IMAGE_STRUCT</a>(dst);</div><div class="line"><a name="l00558"></a><span class="lineno"> 558</span>&#160;</div><div class="line"><a name="l00559"></a><span class="lineno"> 559</span>&#160;<span class="preprocessor">#if defined(ALPHA)</span></div><div class="line"><a name="l00560"></a><span class="lineno"> 560</span>&#160; <span class="comment">// Multiply by the weight of matrix product</span></div><div class="line"><a name="l00561"></a><span class="lineno"> 561</span>&#160; c00 = c00 * (half8)ALPHA;</div><div class="line"><a name="l00562"></a><span class="lineno"> 562</span>&#160; c10 = c10 * (half8)ALPHA;</div><div class="line"><a name="l00563"></a><span class="lineno"> 563</span>&#160; c20 = c20 * (half8)ALPHA;</div><div class="line"><a name="l00564"></a><span class="lineno"> 564</span>&#160; c30 = c30 * (half8)ALPHA;</div><div class="line"><a name="l00565"></a><span class="lineno"> 565</span>&#160;<span class="preprocessor">#endif // defined(ALPHA)</span></div><div class="line"><a name="l00566"></a><span class="lineno"> 566</span>&#160;</div><div class="line"><a name="l00567"></a><span class="lineno"> 567</span>&#160; <span class="comment">// Store 4x8 block</span></div><div class="line"><a name="l00568"></a><span class="lineno"> 568</span>&#160; vstore8(c00, 0, (__global <a class="code" href="namespacearm__compute.xhtml#a73e2825fd61d349c5ca2f5313e3c8ea1">half</a> *)(<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;dst, 0, 0)));</div><div class="line"><a name="l00569"></a><span class="lineno"> 569</span>&#160; vstore8(c10, 0, (__global <a class="code" href="namespacearm__compute.xhtml#a73e2825fd61d349c5ca2f5313e3c8ea1">half</a> *)(<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;dst, 0, 1)));</div><div class="line"><a name="l00570"></a><span class="lineno"> 570</span>&#160; vstore8(c20, 0, (__global <a class="code" href="namespacearm__compute.xhtml#a73e2825fd61d349c5ca2f5313e3c8ea1">half</a> *)(<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;dst, 0, 2)));</div><div class="line"><a name="l00571"></a><span class="lineno"> 571</span>&#160; vstore8(c30, 0, (__global <a class="code" href="namespacearm__compute.xhtml#a73e2825fd61d349c5ca2f5313e3c8ea1">half</a> *)(<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;dst, 0, 3)));</div><div class="line"><a name="l00572"></a><span class="lineno"> 572</span>&#160;}</div><div class="line"><a name="l00573"></a><span class="lineno"> 573</span>&#160;<span class="preprocessor">#endif // defined(ARM_COMPUTE_OPENCL_FP16_ENABLED)</span></div><div class="line"><a name="l00574"></a><span class="lineno"> 574</span>&#160;</div><div class="line"><a name="l00575"></a><span class="lineno"> 575</span>&#160;<span class="preprocessor">#if defined(FIXED_POINT_POSITION)</span></div><div class="line"><a name="l00576"></a><span class="lineno"> 576</span>&#160;</div><div class="line"><a name="l00604"></a><span class="lineno"> 604</span>&#160;__kernel <span class="keywordtype">void</span> gemm_mm_interleaved_transposed_qs8(<a class="code" href="helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(src0),</div><div class="line"><a name="l00605"></a><span class="lineno"> 605</span>&#160; <a class="code" href="helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(src1),</div><div class="line"><a name="l00606"></a><span class="lineno"> 606</span>&#160; <a class="code" href="helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(dst))</div><div class="line"><a name="l00607"></a><span class="lineno"> 607</span>&#160;{</div><div class="line"><a name="l00608"></a><span class="lineno"> 608</span>&#160; <span class="keywordtype">int</span> x = get_global_id(0) / MULT_TRANSPOSE1XW_WIDTH;</div><div class="line"><a name="l00609"></a><span class="lineno"> 609</span>&#160; <span class="keywordtype">int</span> y = get_global_id(1) / MULT_INTERLEAVE4X4_HEIGHT;</div><div class="line"><a name="l00610"></a><span class="lineno"> 610</span>&#160;</div><div class="line"><a name="l00611"></a><span class="lineno"> 611</span>&#160; <span class="comment">// Offset</span></div><div class="line"><a name="l00612"></a><span class="lineno"> 612</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> offset_row_a = (get_global_id(1) % MULT_INTERLEAVE4X4_HEIGHT) * 4;</div><div class="line"><a name="l00613"></a><span class="lineno"> 613</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> offset_row_b = (get_global_id(0) % MULT_TRANSPOSE1XW_WIDTH) * 16;</div><div class="line"><a name="l00614"></a><span class="lineno"> 614</span>&#160;</div><div class="line"><a name="l00615"></a><span class="lineno"> 615</span>&#160; <span class="comment">// src_addr_a = address of matrix A</span></div><div class="line"><a name="l00616"></a><span class="lineno"> 616</span>&#160; <span class="comment">// src_addr_b = address of matrix B</span></div><div class="line"><a name="l00617"></a><span class="lineno"> 617</span>&#160; __global <span class="keywordtype">char</span> *src_addr_a = src0_ptr + y * src0_stride_y + src0_offset_first_element_in_bytes;</div><div class="line"><a name="l00618"></a><span class="lineno"> 618</span>&#160; __global <span class="keywordtype">char</span> *src_addr_b = src1_ptr + x * src1_stride_y + src1_offset_first_element_in_bytes;</div><div class="line"><a name="l00619"></a><span class="lineno"> 619</span>&#160;</div><div class="line"><a name="l00620"></a><span class="lineno"> 620</span>&#160; <span class="comment">// Compute end row address for matrix B</span></div><div class="line"><a name="l00621"></a><span class="lineno"> 621</span>&#160; __global <span class="keywordtype">char</span> *src_end_addr_b = src_addr_b + COLS_B;</div><div class="line"><a name="l00622"></a><span class="lineno"> 622</span>&#160;</div><div class="line"><a name="l00623"></a><span class="lineno"> 623</span>&#160; src_addr_a += offset_row_a;</div><div class="line"><a name="l00624"></a><span class="lineno"> 624</span>&#160; src_addr_b += offset_row_b;</div><div class="line"><a name="l00625"></a><span class="lineno"> 625</span>&#160;</div><div class="line"><a name="l00626"></a><span class="lineno"> 626</span>&#160; <span class="comment">// Reset accumulators</span></div><div class="line"><a name="l00627"></a><span class="lineno"> 627</span>&#160; short8 c00 = 0.0f;</div><div class="line"><a name="l00628"></a><span class="lineno"> 628</span>&#160; short8 c10 = 0.0f;</div><div class="line"><a name="l00629"></a><span class="lineno"> 629</span>&#160; short8 c20 = 0.0f;</div><div class="line"><a name="l00630"></a><span class="lineno"> 630</span>&#160; short8 c30 = 0.0f;</div><div class="line"><a name="l00631"></a><span class="lineno"> 631</span>&#160; short8 c01 = 0.0f;</div><div class="line"><a name="l00632"></a><span class="lineno"> 632</span>&#160; short8 c11 = 0.0f;</div><div class="line"><a name="l00633"></a><span class="lineno"> 633</span>&#160; short8 c21 = 0.0f;</div><div class="line"><a name="l00634"></a><span class="lineno"> 634</span>&#160; short8 c31 = 0.0f;</div><div class="line"><a name="l00635"></a><span class="lineno"> 635</span>&#160;</div><div class="line"><a name="l00636"></a><span class="lineno"> 636</span>&#160; <span class="comment">// This for loop performs 1 accumulation for each iteration</span></div><div class="line"><a name="l00637"></a><span class="lineno"> 637</span>&#160; <span class="keywordflow">for</span>(; src_addr_b &lt; src_end_addr_b; src_addr_a += 4 * MULT_INTERLEAVE4X4_HEIGHT, src_addr_b += 16 * MULT_TRANSPOSE1XW_WIDTH)</div><div class="line"><a name="l00638"></a><span class="lineno"> 638</span>&#160; {</div><div class="line"><a name="l00639"></a><span class="lineno"> 639</span>&#160; <span class="comment">// Load values from matrix A (interleaved) and matrix B (transposed)</span></div><div class="line"><a name="l00640"></a><span class="lineno"> 640</span>&#160; char4 a0 = vload4(0, src_addr_a);</div><div class="line"><a name="l00641"></a><span class="lineno"> 641</span>&#160; char16 b0 = vload16(0, src_addr_b);</div><div class="line"><a name="l00642"></a><span class="lineno"> 642</span>&#160;</div><div class="line"><a name="l00643"></a><span class="lineno"> 643</span>&#160; c00 = <a class="code" href="fixed__point_8h.xhtml#a09f5d764b62b47a1894a4cb71a0a62f6">mlal_sat_qs8x8</a>(c00, (char8)a0.s0, b0.s01234567, FIXED_POINT_POSITION);</div><div class="line"><a name="l00644"></a><span class="lineno"> 644</span>&#160; c10 = <a class="code" href="fixed__point_8h.xhtml#a09f5d764b62b47a1894a4cb71a0a62f6">mlal_sat_qs8x8</a>(c10, (char8)a0.s1, b0.s01234567, FIXED_POINT_POSITION);</div><div class="line"><a name="l00645"></a><span class="lineno"> 645</span>&#160; c20 = <a class="code" href="fixed__point_8h.xhtml#a09f5d764b62b47a1894a4cb71a0a62f6">mlal_sat_qs8x8</a>(c20, (char8)a0.s2, b0.s01234567, FIXED_POINT_POSITION);</div><div class="line"><a name="l00646"></a><span class="lineno"> 646</span>&#160; c30 = <a class="code" href="fixed__point_8h.xhtml#a09f5d764b62b47a1894a4cb71a0a62f6">mlal_sat_qs8x8</a>(c30, (char8)a0.s3, b0.s01234567, FIXED_POINT_POSITION);</div><div class="line"><a name="l00647"></a><span class="lineno"> 647</span>&#160;</div><div class="line"><a name="l00648"></a><span class="lineno"> 648</span>&#160; c01 = <a class="code" href="fixed__point_8h.xhtml#a09f5d764b62b47a1894a4cb71a0a62f6">mlal_sat_qs8x8</a>(c01, (char8)a0.s0, b0.s89ABCDEF, FIXED_POINT_POSITION);</div><div class="line"><a name="l00649"></a><span class="lineno"> 649</span>&#160; c11 = <a class="code" href="fixed__point_8h.xhtml#a09f5d764b62b47a1894a4cb71a0a62f6">mlal_sat_qs8x8</a>(c11, (char8)a0.s1, b0.s89ABCDEF, FIXED_POINT_POSITION);</div><div class="line"><a name="l00650"></a><span class="lineno"> 650</span>&#160; c21 = <a class="code" href="fixed__point_8h.xhtml#a09f5d764b62b47a1894a4cb71a0a62f6">mlal_sat_qs8x8</a>(c21, (char8)a0.s2, b0.s89ABCDEF, FIXED_POINT_POSITION);</div><div class="line"><a name="l00651"></a><span class="lineno"> 651</span>&#160; c31 = <a class="code" href="fixed__point_8h.xhtml#a09f5d764b62b47a1894a4cb71a0a62f6">mlal_sat_qs8x8</a>(c31, (char8)a0.s3, b0.s89ABCDEF, FIXED_POINT_POSITION);</div><div class="line"><a name="l00652"></a><span class="lineno"> 652</span>&#160; }</div><div class="line"><a name="l00653"></a><span class="lineno"> 653</span>&#160;</div><div class="line"><a name="l00654"></a><span class="lineno"> 654</span>&#160; <span class="comment">// Compute destination address</span></div><div class="line"><a name="l00655"></a><span class="lineno"> 655</span>&#160; <a class="code" href="struct_image.xhtml">Image</a> dst = <a class="code" href="helpers_8h.xhtml#aebe814363556c244be043b13e7969197">CONVERT_TO_IMAGE_STRUCT</a>(dst);</div><div class="line"><a name="l00656"></a><span class="lineno"> 656</span>&#160;</div><div class="line"><a name="l00657"></a><span class="lineno"> 657</span>&#160; <span class="comment">// Multiply by the weight of matrix product</span></div><div class="line"><a name="l00658"></a><span class="lineno"> 658</span>&#160; char16 c00_qs8 = convert_char16_sat((short16)(c00, c01));</div><div class="line"><a name="l00659"></a><span class="lineno"> 659</span>&#160; char16 c10_qs8 = convert_char16_sat((short16)(c10, c11));</div><div class="line"><a name="l00660"></a><span class="lineno"> 660</span>&#160; char16 c20_qs8 = convert_char16_sat((short16)(c20, c21));</div><div class="line"><a name="l00661"></a><span class="lineno"> 661</span>&#160; char16 c30_qs8 = convert_char16_sat((short16)(c30, c31));</div><div class="line"><a name="l00662"></a><span class="lineno"> 662</span>&#160;</div><div class="line"><a name="l00663"></a><span class="lineno"> 663</span>&#160;<span class="preprocessor">#if defined(ALPHA)</span></div><div class="line"><a name="l00664"></a><span class="lineno"> 664</span>&#160; c00_qs8 = <a class="code" href="fixed__point_8h.xhtml#a286a2ecb07602fd7268d31c6e88e62a6">mul_sat_qs8x16</a>(c00_qs8, (char16)ALPHA, FIXED_POINT_POSITION);</div><div class="line"><a name="l00665"></a><span class="lineno"> 665</span>&#160; c10_qs8 = <a class="code" href="fixed__point_8h.xhtml#a286a2ecb07602fd7268d31c6e88e62a6">mul_sat_qs8x16</a>(c10_qs8, (char16)ALPHA, FIXED_POINT_POSITION);</div><div class="line"><a name="l00666"></a><span class="lineno"> 666</span>&#160; c20_qs8 = <a class="code" href="fixed__point_8h.xhtml#a286a2ecb07602fd7268d31c6e88e62a6">mul_sat_qs8x16</a>(c20_qs8, (char16)ALPHA, FIXED_POINT_POSITION);</div><div class="line"><a name="l00667"></a><span class="lineno"> 667</span>&#160; c30_qs8 = <a class="code" href="fixed__point_8h.xhtml#a286a2ecb07602fd7268d31c6e88e62a6">mul_sat_qs8x16</a>(c30_qs8, (char16)ALPHA, FIXED_POINT_POSITION);</div><div class="line"><a name="l00668"></a><span class="lineno"> 668</span>&#160;<span class="preprocessor">#endif // defined(ALPHA)</span></div><div class="line"><a name="l00669"></a><span class="lineno"> 669</span>&#160;</div><div class="line"><a name="l00670"></a><span class="lineno"> 670</span>&#160; <span class="comment">// Store 16x4 block</span></div><div class="line"><a name="l00671"></a><span class="lineno"> 671</span>&#160; vstore16(c00_qs8, 0, (__global <span class="keywordtype">char</span> *)(<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;dst, 0, 0)));</div><div class="line"><a name="l00672"></a><span class="lineno"> 672</span>&#160; vstore16(c10_qs8, 0, (__global <span class="keywordtype">char</span> *)(<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;dst, 0, 1)));</div><div class="line"><a name="l00673"></a><span class="lineno"> 673</span>&#160; vstore16(c20_qs8, 0, (__global <span class="keywordtype">char</span> *)(<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;dst, 0, 2)));</div><div class="line"><a name="l00674"></a><span class="lineno"> 674</span>&#160; vstore16(c30_qs8, 0, (__global <span class="keywordtype">char</span> *)(<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;dst, 0, 3)));</div><div class="line"><a name="l00675"></a><span class="lineno"> 675</span>&#160;}</div><div class="line"><a name="l00676"></a><span class="lineno"> 676</span>&#160;</div><div class="line"><a name="l00705"></a><span class="lineno"> 705</span>&#160;__kernel <span class="keywordtype">void</span> gemm_mm_interleaved_transposed_qs16(<a class="code" href="helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(src0),</div><div class="line"><a name="l00706"></a><span class="lineno"> 706</span>&#160; <a class="code" href="helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(src1),</div><div class="line"><a name="l00707"></a><span class="lineno"> 707</span>&#160; <a class="code" href="helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(dst))</div><div class="line"><a name="l00708"></a><span class="lineno"> 708</span>&#160;{</div><div class="line"><a name="l00709"></a><span class="lineno"> 709</span>&#160; <span class="keywordtype">int</span> x = get_global_id(0) / MULT_TRANSPOSE1XW_WIDTH;</div><div class="line"><a name="l00710"></a><span class="lineno"> 710</span>&#160; <span class="keywordtype">int</span> y = get_global_id(1) / MULT_INTERLEAVE4X4_HEIGHT;</div><div class="line"><a name="l00711"></a><span class="lineno"> 711</span>&#160;</div><div class="line"><a name="l00712"></a><span class="lineno"> 712</span>&#160; <span class="comment">// Offset</span></div><div class="line"><a name="l00713"></a><span class="lineno"> 713</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> offset_row_a = (get_global_id(1) % MULT_INTERLEAVE4X4_HEIGHT) * 4;</div><div class="line"><a name="l00714"></a><span class="lineno"> 714</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> offset_row_b = (get_global_id(0) % MULT_TRANSPOSE1XW_WIDTH) * 8;</div><div class="line"><a name="l00715"></a><span class="lineno"> 715</span>&#160;</div><div class="line"><a name="l00716"></a><span class="lineno"> 716</span>&#160; <span class="comment">// src_addr_a = address of matrix A</span></div><div class="line"><a name="l00717"></a><span class="lineno"> 717</span>&#160; <span class="comment">// src_addr_b = address of matrix B</span></div><div class="line"><a name="l00718"></a><span class="lineno"> 718</span>&#160; __global <span class="keywordtype">short</span> *src_addr_a = (__global <span class="keywordtype">short</span> *)(src0_ptr + y * src0_stride_y + src0_offset_first_element_in_bytes);</div><div class="line"><a name="l00719"></a><span class="lineno"> 719</span>&#160; __global <span class="keywordtype">short</span> *src_addr_b = (__global <span class="keywordtype">short</span> *)(src1_ptr + x * src1_stride_y + src1_offset_first_element_in_bytes);</div><div class="line"><a name="l00720"></a><span class="lineno"> 720</span>&#160;</div><div class="line"><a name="l00721"></a><span class="lineno"> 721</span>&#160; <span class="comment">// Compute end row address for matrix B</span></div><div class="line"><a name="l00722"></a><span class="lineno"> 722</span>&#160; __global <span class="keywordtype">short</span> *src_end_addr_b = src_addr_b + COLS_B;</div><div class="line"><a name="l00723"></a><span class="lineno"> 723</span>&#160;</div><div class="line"><a name="l00724"></a><span class="lineno"> 724</span>&#160; src_addr_a += offset_row_a;</div><div class="line"><a name="l00725"></a><span class="lineno"> 725</span>&#160; src_addr_b += offset_row_b;</div><div class="line"><a name="l00726"></a><span class="lineno"> 726</span>&#160;</div><div class="line"><a name="l00727"></a><span class="lineno"> 727</span>&#160; <span class="comment">// Reset accumulators</span></div><div class="line"><a name="l00728"></a><span class="lineno"> 728</span>&#160; int8 c00 = 0.0f;</div><div class="line"><a name="l00729"></a><span class="lineno"> 729</span>&#160; int8 c10 = 0.0f;</div><div class="line"><a name="l00730"></a><span class="lineno"> 730</span>&#160; int8 c20 = 0.0f;</div><div class="line"><a name="l00731"></a><span class="lineno"> 731</span>&#160; int8 c30 = 0.0f;</div><div class="line"><a name="l00732"></a><span class="lineno"> 732</span>&#160;</div><div class="line"><a name="l00733"></a><span class="lineno"> 733</span>&#160; <span class="comment">// This for loop performs 1 accumulation for each iteration</span></div><div class="line"><a name="l00734"></a><span class="lineno"> 734</span>&#160; <span class="keywordflow">for</span>(; src_addr_b &lt; src_end_addr_b; src_addr_a += 4 * MULT_INTERLEAVE4X4_HEIGHT, src_addr_b += 8 * MULT_TRANSPOSE1XW_WIDTH)</div><div class="line"><a name="l00735"></a><span class="lineno"> 735</span>&#160; {</div><div class="line"><a name="l00736"></a><span class="lineno"> 736</span>&#160; <span class="comment">/* Load values from matrix A (interleaved) and matrix B (transposed) */</span></div><div class="line"><a name="l00737"></a><span class="lineno"> 737</span>&#160; short4 a0 = vload4(0, src_addr_a);</div><div class="line"><a name="l00738"></a><span class="lineno"> 738</span>&#160; short8 b0 = vload8(0, src_addr_b);</div><div class="line"><a name="l00739"></a><span class="lineno"> 739</span>&#160;</div><div class="line"><a name="l00740"></a><span class="lineno"> 740</span>&#160; c00 = <a class="code" href="fixed__point_8h.xhtml#a50b6bfd3a44a0ac605e88135e230d1e5">mlal_sat_qs16x8</a>(c00, (short8)a0.s0, b0, FIXED_POINT_POSITION);</div><div class="line"><a name="l00741"></a><span class="lineno"> 741</span>&#160; c10 = <a class="code" href="fixed__point_8h.xhtml#a50b6bfd3a44a0ac605e88135e230d1e5">mlal_sat_qs16x8</a>(c10, (short8)a0.s1, b0, FIXED_POINT_POSITION);</div><div class="line"><a name="l00742"></a><span class="lineno"> 742</span>&#160; c20 = <a class="code" href="fixed__point_8h.xhtml#a50b6bfd3a44a0ac605e88135e230d1e5">mlal_sat_qs16x8</a>(c20, (short8)a0.s2, b0, FIXED_POINT_POSITION);</div><div class="line"><a name="l00743"></a><span class="lineno"> 743</span>&#160; c30 = <a class="code" href="fixed__point_8h.xhtml#a50b6bfd3a44a0ac605e88135e230d1e5">mlal_sat_qs16x8</a>(c30, (short8)a0.s3, b0, FIXED_POINT_POSITION);</div><div class="line"><a name="l00744"></a><span class="lineno"> 744</span>&#160; }</div><div class="line"><a name="l00745"></a><span class="lineno"> 745</span>&#160;</div><div class="line"><a name="l00746"></a><span class="lineno"> 746</span>&#160; <span class="comment">// Compute destination address</span></div><div class="line"><a name="l00747"></a><span class="lineno"> 747</span>&#160; <a class="code" href="struct_image.xhtml">Image</a> dst = <a class="code" href="helpers_8h.xhtml#aebe814363556c244be043b13e7969197">CONVERT_TO_IMAGE_STRUCT</a>(dst);</div><div class="line"><a name="l00748"></a><span class="lineno"> 748</span>&#160;</div><div class="line"><a name="l00749"></a><span class="lineno"> 749</span>&#160; <span class="comment">// Multiply by the weight of matrix product</span></div><div class="line"><a name="l00750"></a><span class="lineno"> 750</span>&#160; short8 c00_qs16 = convert_short8_sat(c00);</div><div class="line"><a name="l00751"></a><span class="lineno"> 751</span>&#160; short8 c10_qs16 = convert_short8_sat(c10);</div><div class="line"><a name="l00752"></a><span class="lineno"> 752</span>&#160; short8 c20_qs16 = convert_short8_sat(c20);</div><div class="line"><a name="l00753"></a><span class="lineno"> 753</span>&#160; short8 c30_qs16 = convert_short8_sat(c30);</div><div class="line"><a name="l00754"></a><span class="lineno"> 754</span>&#160;</div><div class="line"><a name="l00755"></a><span class="lineno"> 755</span>&#160;<span class="preprocessor">#if defined(ALPHA)</span></div><div class="line"><a name="l00756"></a><span class="lineno"> 756</span>&#160; c00_qs16 = <a class="code" href="fixed__point_8h.xhtml#a93fefd4972b6b9440c8371509b46d19e">mul_sat_qs16x8</a>(c00_qs16, (short8)ALPHA, FIXED_POINT_POSITION);</div><div class="line"><a name="l00757"></a><span class="lineno"> 757</span>&#160; c10_qs16 = <a class="code" href="fixed__point_8h.xhtml#a93fefd4972b6b9440c8371509b46d19e">mul_sat_qs16x8</a>(c10_qs16, (short8)ALPHA, FIXED_POINT_POSITION);</div><div class="line"><a name="l00758"></a><span class="lineno"> 758</span>&#160; c20_qs16 = <a class="code" href="fixed__point_8h.xhtml#a93fefd4972b6b9440c8371509b46d19e">mul_sat_qs16x8</a>(c20_qs16, (short8)ALPHA, FIXED_POINT_POSITION);</div><div class="line"><a name="l00759"></a><span class="lineno"> 759</span>&#160; c30_qs16 = <a class="code" href="fixed__point_8h.xhtml#a93fefd4972b6b9440c8371509b46d19e">mul_sat_qs16x8</a>(c30_qs16, (short8)ALPHA, FIXED_POINT_POSITION);</div><div class="line"><a name="l00760"></a><span class="lineno"> 760</span>&#160;<span class="preprocessor">#endif // defined(ALPHA)</span></div><div class="line"><a name="l00761"></a><span class="lineno"> 761</span>&#160;</div><div class="line"><a name="l00762"></a><span class="lineno"> 762</span>&#160; <span class="comment">// Store 8x4 block</span></div><div class="line"><a name="l00763"></a><span class="lineno"> 763</span>&#160; vstore8(c00_qs16, 0, (__global <span class="keywordtype">short</span> *)(<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;dst, 0, 0)));</div><div class="line"><a name="l00764"></a><span class="lineno"> 764</span>&#160; vstore8(c10_qs16, 0, (__global <span class="keywordtype">short</span> *)(<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;dst, 0, 1)));</div><div class="line"><a name="l00765"></a><span class="lineno"> 765</span>&#160; vstore8(c20_qs16, 0, (__global <span class="keywordtype">short</span> *)(<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;dst, 0, 2)));</div><div class="line"><a name="l00766"></a><span class="lineno"> 766</span>&#160; vstore8(c30_qs16, 0, (__global <span class="keywordtype">short</span> *)(<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;dst, 0, 3)));</div><div class="line"><a name="l00767"></a><span class="lineno"> 767</span>&#160;}</div><div class="line"><a name="l00768"></a><span class="lineno"> 768</span>&#160;<span class="preprocessor">#endif // defined(FIXED_POINT_POSITION)</span></div><div class="line"><a name="l00769"></a><span class="lineno"> 769</span>&#160;<span class="preprocessor">#endif // defined(COLS_B) &amp;&amp; defined(MULT_TRANSPOSE1XW_WIDTH) &amp;&amp; defined(MULT_INTERLEAVE4X4_HEIGHT)</span></div><div class="line"><a name="l00770"></a><span class="lineno"> 770</span>&#160;</div><div class="line"><a name="l00771"></a><span class="lineno"> 771</span>&#160;<span class="preprocessor">#if defined(COLS_A) &amp;&amp; defined(NUM_ELEMS_PROCESSED_PER_THREAD_X) &amp;&amp; (NUM_ELEMS_PROCESSED_PER_THREAD_Y)</span></div><div class="line"><a name="l00772"></a><span class="lineno"> 772</span>&#160;<span class="preprocessor">#if defined(DATA_TYPE)</span></div><div class="line"><a name="l00773"></a><span class="lineno"> 773</span>&#160;<span class="preprocessor">#define VECTOR_TYPE VEC_DATA_TYPE(DATA_TYPE, NUM_ELEMS_PROCESSED_PER_THREAD_X)</span></div><div class="line"><a name="l00774"></a><span class="lineno"> 774</span>&#160;</div><div class="line"><a name="l00800"></a><span class="lineno"> 800</span>&#160;__kernel <span class="keywordtype">void</span> gemm_mm_floating_point(<a class="code" href="helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(src0),</div><div class="line"><a name="l00801"></a><span class="lineno"> 801</span>&#160; <a class="code" href="helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(src1),</div><div class="line"><a name="l00802"></a><span class="lineno"> 802</span>&#160; <a class="code" href="helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(dst))</div><div class="line"><a name="l00803"></a><span class="lineno"> 803</span>&#160;{</div><div class="line"><a name="l00804"></a><span class="lineno"> 804</span>&#160; <span class="keywordtype">int</span> idx = get_global_id(0) * NUM_ELEMS_PROCESSED_PER_THREAD_X;</div><div class="line"><a name="l00805"></a><span class="lineno"> 805</span>&#160;</div><div class="line"><a name="l00806"></a><span class="lineno"> 806</span>&#160; <span class="comment">// Compute starting address for matrix A and Matrix B</span></div><div class="line"><a name="l00807"></a><span class="lineno"> 807</span>&#160; int2 src_addr = ((int2)(src0_offset_first_element_in_bytes, src1_offset_first_element_in_bytes));</div><div class="line"><a name="l00808"></a><span class="lineno"> 808</span>&#160;</div><div class="line"><a name="l00809"></a><span class="lineno"> 809</span>&#160; <span class="comment">// Update address for the matrix A</span></div><div class="line"><a name="l00810"></a><span class="lineno"> 810</span>&#160; src_addr.s0 += get_global_id(1) * src0_stride_y * NUM_ELEMS_PROCESSED_PER_THREAD_Y;</div><div class="line"><a name="l00811"></a><span class="lineno"> 811</span>&#160;</div><div class="line"><a name="l00812"></a><span class="lineno"> 812</span>&#160; <span class="comment">// Update address for the matrix B</span></div><div class="line"><a name="l00813"></a><span class="lineno"> 813</span>&#160; src_addr.s1 += idx * <span class="keyword">sizeof</span>(<a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>);</div><div class="line"><a name="l00814"></a><span class="lineno"> 814</span>&#160;</div><div class="line"><a name="l00815"></a><span class="lineno"> 815</span>&#160; <span class="keywordtype">int</span> end_row_vec_a = src_addr.s0 + (COLS_A * <span class="keyword">sizeof</span>(<a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>));</div><div class="line"><a name="l00816"></a><span class="lineno"> 816</span>&#160;</div><div class="line"><a name="l00817"></a><span class="lineno"> 817</span>&#160; VECTOR_TYPE acc0 = 0.0f;</div><div class="line"><a name="l00818"></a><span class="lineno"> 818</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l00819"></a><span class="lineno"> 819</span>&#160; VECTOR_TYPE acc1 = 0.0f;</div><div class="line"><a name="l00820"></a><span class="lineno"> 820</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l00821"></a><span class="lineno"> 821</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l00822"></a><span class="lineno"> 822</span>&#160; VECTOR_TYPE acc2 = 0.0f;</div><div class="line"><a name="l00823"></a><span class="lineno"> 823</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l00824"></a><span class="lineno"> 824</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l00825"></a><span class="lineno"> 825</span>&#160; VECTOR_TYPE acc3 = 0.0f;</div><div class="line"><a name="l00826"></a><span class="lineno"> 826</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l00827"></a><span class="lineno"> 827</span>&#160;</div><div class="line"><a name="l00828"></a><span class="lineno"> 828</span>&#160; <span class="keywordflow">for</span>(; src_addr.s0 &lt;= (end_row_vec_a - 2 * (int)<span class="keyword">sizeof</span>(DATA_TYPE)); src_addr += (int2)(2 * <span class="keyword">sizeof</span>(DATA_TYPE), 2 * src1_stride_y))</div><div class="line"><a name="l00829"></a><span class="lineno"> 829</span>&#160; {</div><div class="line"><a name="l00830"></a><span class="lineno"> 830</span>&#160; <span class="comment">// Load values from matrix A</span></div><div class="line"><a name="l00831"></a><span class="lineno"> 831</span>&#160; <a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE, 2)</div><div class="line"><a name="l00832"></a><span class="lineno"> 832</span>&#160; a0 = vload2(0, (__global DATA_TYPE *)(src0_ptr + src_addr.s0 + 0 * src0_stride_y));</div><div class="line"><a name="l00833"></a><span class="lineno"> 833</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l00834"></a><span class="lineno"> 834</span>&#160; <a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE, 2)</div><div class="line"><a name="l00835"></a><span class="lineno"> 835</span>&#160; a1 = vload2(0, (__global DATA_TYPE *)(src0_ptr + src_addr.s0 + 1 * src0_stride_y));</div><div class="line"><a name="l00836"></a><span class="lineno"> 836</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l00837"></a><span class="lineno"> 837</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l00838"></a><span class="lineno"> 838</span>&#160; <a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE, 2)</div><div class="line"><a name="l00839"></a><span class="lineno"> 839</span>&#160; a2 = vload2(0, (__global DATA_TYPE *)(src0_ptr + src_addr.s0 + 2 * src0_stride_y));</div><div class="line"><a name="l00840"></a><span class="lineno"> 840</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l00841"></a><span class="lineno"> 841</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l00842"></a><span class="lineno"> 842</span>&#160; <a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE, 2)</div><div class="line"><a name="l00843"></a><span class="lineno"> 843</span>&#160; a3 = vload2(0, (__global DATA_TYPE *)(src0_ptr + src_addr.s0 + 3 * src0_stride_y));</div><div class="line"><a name="l00844"></a><span class="lineno"> 844</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l00845"></a><span class="lineno"> 845</span>&#160; <span class="comment">// Load values from matrix B</span></div><div class="line"><a name="l00846"></a><span class="lineno"> 846</span>&#160; VECTOR_TYPE b0 = <a class="code" href="helpers_8h.xhtml#a287e2fc366c312b468382c95bb90f91f">VLOAD</a>(NUM_ELEMS_PROCESSED_PER_THREAD_X)(0, (__global DATA_TYPE *)(src1_ptr + src_addr.s1));</div><div class="line"><a name="l00847"></a><span class="lineno"> 847</span>&#160; VECTOR_TYPE b1 = <a class="code" href="helpers_8h.xhtml#a287e2fc366c312b468382c95bb90f91f">VLOAD</a>(NUM_ELEMS_PROCESSED_PER_THREAD_X)(0, (__global DATA_TYPE *)(src1_ptr + src_addr.s1 + src1_stride_y));</div><div class="line"><a name="l00848"></a><span class="lineno"> 848</span>&#160;</div><div class="line"><a name="l00849"></a><span class="lineno"> 849</span>&#160; <span class="comment">// Accumulate</span></div><div class="line"><a name="l00850"></a><span class="lineno"> 850</span>&#160; acc0 += b0 * (VECTOR_TYPE)a0.s0;</div><div class="line"><a name="l00851"></a><span class="lineno"> 851</span>&#160; acc0 += b1 * (VECTOR_TYPE)a0.s1;</div><div class="line"><a name="l00852"></a><span class="lineno"> 852</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l00853"></a><span class="lineno"> 853</span>&#160; acc1 += b0 * (VECTOR_TYPE)a1.s0;</div><div class="line"><a name="l00854"></a><span class="lineno"> 854</span>&#160; acc1 += b1 * (VECTOR_TYPE)a1.s1;</div><div class="line"><a name="l00855"></a><span class="lineno"> 855</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l00856"></a><span class="lineno"> 856</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l00857"></a><span class="lineno"> 857</span>&#160; acc2 += b0 * (VECTOR_TYPE)a2.s0;</div><div class="line"><a name="l00858"></a><span class="lineno"> 858</span>&#160; acc2 += b1 * (VECTOR_TYPE)a2.s1;</div><div class="line"><a name="l00859"></a><span class="lineno"> 859</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l00860"></a><span class="lineno"> 860</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l00861"></a><span class="lineno"> 861</span>&#160; acc3 += b0 * (VECTOR_TYPE)a3.s0;</div><div class="line"><a name="l00862"></a><span class="lineno"> 862</span>&#160; acc3 += b1 * (VECTOR_TYPE)a3.s1;</div><div class="line"><a name="l00863"></a><span class="lineno"> 863</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l00864"></a><span class="lineno"> 864</span>&#160; }</div><div class="line"><a name="l00865"></a><span class="lineno"> 865</span>&#160;</div><div class="line"><a name="l00866"></a><span class="lineno"> 866</span>&#160; <span class="keywordflow">for</span>(; src_addr.s0 &lt; end_row_vec_a; src_addr += (int2)(<span class="keyword">sizeof</span>(DATA_TYPE), src1_stride_y))</div><div class="line"><a name="l00867"></a><span class="lineno"> 867</span>&#160; {</div><div class="line"><a name="l00868"></a><span class="lineno"> 868</span>&#160; <span class="comment">// Load values from matrix A</span></div><div class="line"><a name="l00869"></a><span class="lineno"> 869</span>&#160; DATA_TYPE a0 = *((__global DATA_TYPE *)(src0_ptr + src_addr.s0 + 0 * src0_stride_y));</div><div class="line"><a name="l00870"></a><span class="lineno"> 870</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l00871"></a><span class="lineno"> 871</span>&#160; DATA_TYPE a1 = *((__global DATA_TYPE *)(src0_ptr + src_addr.s0 + 1 * src0_stride_y));</div><div class="line"><a name="l00872"></a><span class="lineno"> 872</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l00873"></a><span class="lineno"> 873</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l00874"></a><span class="lineno"> 874</span>&#160; DATA_TYPE a2 = *((__global DATA_TYPE *)(src0_ptr + src_addr.s0 + 2 * src0_stride_y));</div><div class="line"><a name="l00875"></a><span class="lineno"> 875</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l00876"></a><span class="lineno"> 876</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l00877"></a><span class="lineno"> 877</span>&#160; DATA_TYPE a3 = *((__global DATA_TYPE *)(src0_ptr + src_addr.s0 + 3 * src0_stride_y));</div><div class="line"><a name="l00878"></a><span class="lineno"> 878</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l00879"></a><span class="lineno"> 879</span>&#160; <span class="comment">// Load values from matrix B</span></div><div class="line"><a name="l00880"></a><span class="lineno"> 880</span>&#160; VECTOR_TYPE b0 = <a class="code" href="helpers_8h.xhtml#a287e2fc366c312b468382c95bb90f91f">VLOAD</a>(NUM_ELEMS_PROCESSED_PER_THREAD_X)(0, (__global DATA_TYPE *)(src1_ptr + src_addr.s1));</div><div class="line"><a name="l00881"></a><span class="lineno"> 881</span>&#160;</div><div class="line"><a name="l00882"></a><span class="lineno"> 882</span>&#160; <span class="comment">// Accumulate</span></div><div class="line"><a name="l00883"></a><span class="lineno"> 883</span>&#160; acc0 += b0 * (VECTOR_TYPE)a0;</div><div class="line"><a name="l00884"></a><span class="lineno"> 884</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l00885"></a><span class="lineno"> 885</span>&#160; acc1 += b0 * (VECTOR_TYPE)a1;</div><div class="line"><a name="l00886"></a><span class="lineno"> 886</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l00887"></a><span class="lineno"> 887</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l00888"></a><span class="lineno"> 888</span>&#160; acc2 += b0 * (VECTOR_TYPE)a2;</div><div class="line"><a name="l00889"></a><span class="lineno"> 889</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l00890"></a><span class="lineno"> 890</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l00891"></a><span class="lineno"> 891</span>&#160; acc3 += b0 * (VECTOR_TYPE)a3;</div><div class="line"><a name="l00892"></a><span class="lineno"> 892</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l00893"></a><span class="lineno"> 893</span>&#160; }</div><div class="line"><a name="l00894"></a><span class="lineno"> 894</span>&#160;</div><div class="line"><a name="l00895"></a><span class="lineno"> 895</span>&#160; <span class="comment">// Compute destination address</span></div><div class="line"><a name="l00896"></a><span class="lineno"> 896</span>&#160; <a class="code" href="struct_image.xhtml">Image</a> dst = <a class="code" href="helpers_8h.xhtml#aebe814363556c244be043b13e7969197">CONVERT_TO_IMAGE_STRUCT</a>(dst);</div><div class="line"><a name="l00897"></a><span class="lineno"> 897</span>&#160;</div><div class="line"><a name="l00898"></a><span class="lineno"> 898</span>&#160; <span class="comment">// Multiply by the weight of matrix-matrix product and store the result</span></div><div class="line"><a name="l00899"></a><span class="lineno"> 899</span>&#160;<span class="preprocessor">#if defined(ALPHA)</span></div><div class="line"><a name="l00900"></a><span class="lineno"> 900</span>&#160; acc0 = acc0 * (VECTOR_TYPE)ALPHA;</div><div class="line"><a name="l00901"></a><span class="lineno"> 901</span>&#160;<span class="preprocessor">#endif // defined(ALPHA)</span></div><div class="line"><a name="l00902"></a><span class="lineno"> 902</span>&#160; <a class="code" href="helpers_8h.xhtml#acb282042d1edeeaa3cc979a206f78b54">VSTORE</a>(NUM_ELEMS_PROCESSED_PER_THREAD_X)</div><div class="line"><a name="l00903"></a><span class="lineno"> 903</span>&#160; (acc0, 0, (__global DATA_TYPE *)(<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;dst, 0, 0)));</div><div class="line"><a name="l00904"></a><span class="lineno"> 904</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l00905"></a><span class="lineno"> 905</span>&#160;<span class="preprocessor">#if defined(ALPHA)</span></div><div class="line"><a name="l00906"></a><span class="lineno"> 906</span>&#160; acc1 = acc1 * (VECTOR_TYPE)ALPHA;</div><div class="line"><a name="l00907"></a><span class="lineno"> 907</span>&#160;<span class="preprocessor">#endif // defined(ALPHA)</span></div><div class="line"><a name="l00908"></a><span class="lineno"> 908</span>&#160; <a class="code" href="helpers_8h.xhtml#acb282042d1edeeaa3cc979a206f78b54">VSTORE</a>(NUM_ELEMS_PROCESSED_PER_THREAD_X)</div><div class="line"><a name="l00909"></a><span class="lineno"> 909</span>&#160; (acc1, 0, (__global DATA_TYPE *)(<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;dst, 0, 1)));</div><div class="line"><a name="l00910"></a><span class="lineno"> 910</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l00911"></a><span class="lineno"> 911</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l00912"></a><span class="lineno"> 912</span>&#160;<span class="preprocessor">#if defined(ALPHA)</span></div><div class="line"><a name="l00913"></a><span class="lineno"> 913</span>&#160; acc2 = acc2 * (VECTOR_TYPE)ALPHA;</div><div class="line"><a name="l00914"></a><span class="lineno"> 914</span>&#160;<span class="preprocessor">#endif // defined(ALPHA)</span></div><div class="line"><a name="l00915"></a><span class="lineno"> 915</span>&#160; <a class="code" href="helpers_8h.xhtml#acb282042d1edeeaa3cc979a206f78b54">VSTORE</a>(NUM_ELEMS_PROCESSED_PER_THREAD_X)</div><div class="line"><a name="l00916"></a><span class="lineno"> 916</span>&#160; (acc2, 0, (__global DATA_TYPE *)(<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;dst, 0, 2)));</div><div class="line"><a name="l00917"></a><span class="lineno"> 917</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l00918"></a><span class="lineno"> 918</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l00919"></a><span class="lineno"> 919</span>&#160;<span class="preprocessor">#if defined(ALPHA)</span></div><div class="line"><a name="l00920"></a><span class="lineno"> 920</span>&#160; acc3 = acc3 * (VECTOR_TYPE)ALPHA;</div><div class="line"><a name="l00921"></a><span class="lineno"> 921</span>&#160;<span class="preprocessor">#endif // defined(ALPHA)</span></div><div class="line"><a name="l00922"></a><span class="lineno"> 922</span>&#160; <a class="code" href="helpers_8h.xhtml#acb282042d1edeeaa3cc979a206f78b54">VSTORE</a>(NUM_ELEMS_PROCESSED_PER_THREAD_X)</div><div class="line"><a name="l00923"></a><span class="lineno"> 923</span>&#160; (acc3, 0, (__global DATA_TYPE *)(<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;dst, 0, 3)));</div><div class="line"><a name="l00924"></a><span class="lineno"> 924</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l00925"></a><span class="lineno"> 925</span>&#160;}</div><div class="line"><a name="l00926"></a><span class="lineno"> 926</span>&#160;<span class="preprocessor">#endif // defined(DATA_TYPE)</span></div><div class="line"><a name="l00927"></a><span class="lineno"> 927</span>&#160;</div><div class="line"><a name="l00955"></a><span class="lineno"> 955</span>&#160;__kernel <span class="keywordtype">void</span> gemm_mm_floating_point_f32_bifrost(<a class="code" href="helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(src0),</div><div class="line"><a name="l00956"></a><span class="lineno"> 956</span>&#160; <a class="code" href="helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(src1),</div><div class="line"><a name="l00957"></a><span class="lineno"> 957</span>&#160; <a class="code" href="helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(dst))</div><div class="line"><a name="l00958"></a><span class="lineno"> 958</span>&#160;{</div><div class="line"><a name="l00959"></a><span class="lineno"> 959</span>&#160; <span class="keywordtype">int</span> idx = get_global_id(0) * NUM_ELEMS_PROCESSED_PER_THREAD_X;</div><div class="line"><a name="l00960"></a><span class="lineno"> 960</span>&#160;</div><div class="line"><a name="l00961"></a><span class="lineno"> 961</span>&#160; <span class="comment">// Compute starting address for matrix A and matrix B</span></div><div class="line"><a name="l00962"></a><span class="lineno"> 962</span>&#160; int2 src_addr = ((int2)(src0_offset_first_element_in_bytes, src1_offset_first_element_in_bytes));</div><div class="line"><a name="l00963"></a><span class="lineno"> 963</span>&#160;</div><div class="line"><a name="l00964"></a><span class="lineno"> 964</span>&#160; <span class="comment">// Update address for matrix A</span></div><div class="line"><a name="l00965"></a><span class="lineno"> 965</span>&#160; src_addr.s0 += get_global_id(1) * src0_stride_y * NUM_ELEMS_PROCESSED_PER_THREAD_Y;</div><div class="line"><a name="l00966"></a><span class="lineno"> 966</span>&#160;</div><div class="line"><a name="l00967"></a><span class="lineno"> 967</span>&#160; <span class="comment">// Update address for matrix B</span></div><div class="line"><a name="l00968"></a><span class="lineno"> 968</span>&#160; src_addr.s1 += idx * <span class="keyword">sizeof</span>(float);</div><div class="line"><a name="l00969"></a><span class="lineno"> 969</span>&#160;</div><div class="line"><a name="l00970"></a><span class="lineno"> 970</span>&#160; <span class="comment">// Address boundary for matrix A</span></div><div class="line"><a name="l00971"></a><span class="lineno"> 971</span>&#160; <span class="keywordtype">int</span> end_row_vec_a = src_addr.s0 + (COLS_A * <span class="keyword">sizeof</span>(float));</div><div class="line"><a name="l00972"></a><span class="lineno"> 972</span>&#160;</div><div class="line"><a name="l00973"></a><span class="lineno"> 973</span>&#160; <span class="comment">// Initialize accumulators</span></div><div class="line"><a name="l00974"></a><span class="lineno"> 974</span>&#160; <span class="keywordtype">float</span> acc00 = 0.0f;</div><div class="line"><a name="l00975"></a><span class="lineno"> 975</span>&#160; <span class="keywordtype">float</span> acc01 = 0.0f;</div><div class="line"><a name="l00976"></a><span class="lineno"> 976</span>&#160; <span class="keywordtype">float</span> acc02 = 0.0f;</div><div class="line"><a name="l00977"></a><span class="lineno"> 977</span>&#160; <span class="keywordtype">float</span> acc03 = 0.0f;</div><div class="line"><a name="l00978"></a><span class="lineno"> 978</span>&#160;</div><div class="line"><a name="l00979"></a><span class="lineno"> 979</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l00980"></a><span class="lineno"> 980</span>&#160; <span class="keywordtype">float</span> acc10 = 0.0f;</div><div class="line"><a name="l00981"></a><span class="lineno"> 981</span>&#160; <span class="keywordtype">float</span> acc11 = 0.0f;</div><div class="line"><a name="l00982"></a><span class="lineno"> 982</span>&#160; <span class="keywordtype">float</span> acc12 = 0.0f;</div><div class="line"><a name="l00983"></a><span class="lineno"> 983</span>&#160; <span class="keywordtype">float</span> acc13 = 0.0f;</div><div class="line"><a name="l00984"></a><span class="lineno"> 984</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l00985"></a><span class="lineno"> 985</span>&#160;</div><div class="line"><a name="l00986"></a><span class="lineno"> 986</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l00987"></a><span class="lineno"> 987</span>&#160; <span class="keywordtype">float</span> acc20 = 0.0f;</div><div class="line"><a name="l00988"></a><span class="lineno"> 988</span>&#160; <span class="keywordtype">float</span> acc21 = 0.0f;</div><div class="line"><a name="l00989"></a><span class="lineno"> 989</span>&#160; <span class="keywordtype">float</span> acc22 = 0.0f;</div><div class="line"><a name="l00990"></a><span class="lineno"> 990</span>&#160; <span class="keywordtype">float</span> acc23 = 0.0f;</div><div class="line"><a name="l00991"></a><span class="lineno"> 991</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l00992"></a><span class="lineno"> 992</span>&#160;</div><div class="line"><a name="l00993"></a><span class="lineno"> 993</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l00994"></a><span class="lineno"> 994</span>&#160; <span class="keywordtype">float</span> acc30 = 0.0f;</div><div class="line"><a name="l00995"></a><span class="lineno"> 995</span>&#160; <span class="keywordtype">float</span> acc31 = 0.0f;</div><div class="line"><a name="l00996"></a><span class="lineno"> 996</span>&#160; <span class="keywordtype">float</span> acc32 = 0.0f;</div><div class="line"><a name="l00997"></a><span class="lineno"> 997</span>&#160; <span class="keywordtype">float</span> acc33 = 0.0f;</div><div class="line"><a name="l00998"></a><span class="lineno"> 998</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l00999"></a><span class="lineno"> 999</span>&#160;</div><div class="line"><a name="l01000"></a><span class="lineno"> 1000</span>&#160; <span class="comment">// A and B src indices get incremented at the same time.</span></div><div class="line"><a name="l01001"></a><span class="lineno"> 1001</span>&#160; <span class="keywordflow">for</span>(; src_addr.s0 &lt;= (end_row_vec_a - 2 * (int)<span class="keyword">sizeof</span>(<span class="keywordtype">float</span>)); src_addr += (int2)(2 * <span class="keyword">sizeof</span>(<span class="keywordtype">float</span>), 2 * src1_stride_y))</div><div class="line"><a name="l01002"></a><span class="lineno"> 1002</span>&#160; {</div><div class="line"><a name="l01003"></a><span class="lineno"> 1003</span>&#160; <span class="comment">// Load values from matrix A</span></div><div class="line"><a name="l01004"></a><span class="lineno"> 1004</span>&#160; float2 a0 = vload2(0, (__global <span class="keywordtype">float</span> *)(src0_ptr + src_addr.s0 + 0 * src0_stride_y));</div><div class="line"><a name="l01005"></a><span class="lineno"> 1005</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l01006"></a><span class="lineno"> 1006</span>&#160; float2 a1 = vload2(0, (__global <span class="keywordtype">float</span> *)(src0_ptr + src_addr.s0 + 1 * src0_stride_y));</div><div class="line"><a name="l01007"></a><span class="lineno"> 1007</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l01008"></a><span class="lineno"> 1008</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l01009"></a><span class="lineno"> 1009</span>&#160; float2 a2 = vload2(0, (__global <span class="keywordtype">float</span> *)(src0_ptr + src_addr.s0 + 2 * src0_stride_y));</div><div class="line"><a name="l01010"></a><span class="lineno"> 1010</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l01011"></a><span class="lineno"> 1011</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l01012"></a><span class="lineno"> 1012</span>&#160; float2 a3 = vload2(0, (__global <span class="keywordtype">float</span> *)(src0_ptr + src_addr.s0 + 3 * src0_stride_y));</div><div class="line"><a name="l01013"></a><span class="lineno"> 1013</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l01014"></a><span class="lineno"> 1014</span>&#160; <span class="comment">// Load values from matrix B</span></div><div class="line"><a name="l01015"></a><span class="lineno"> 1015</span>&#160; float4 b0 = vload4(0, (__global <span class="keywordtype">float</span> *)(src1_ptr + src_addr.s1 + 0 * src1_stride_y));</div><div class="line"><a name="l01016"></a><span class="lineno"> 1016</span>&#160; float4 b1 = vload4(0, (__global <span class="keywordtype">float</span> *)(src1_ptr + src_addr.s1 + 1 * src1_stride_y));</div><div class="line"><a name="l01017"></a><span class="lineno"> 1017</span>&#160;</div><div class="line"><a name="l01018"></a><span class="lineno"> 1018</span>&#160; <span class="comment">// Multiply and accumulate</span></div><div class="line"><a name="l01019"></a><span class="lineno"> 1019</span>&#160; acc00 = fma(a0.s0, b0.s0, acc00);</div><div class="line"><a name="l01020"></a><span class="lineno"> 1020</span>&#160; acc00 = fma(a0.s1, b1.s0, acc00);</div><div class="line"><a name="l01021"></a><span class="lineno"> 1021</span>&#160; acc01 = fma(a0.s0, b0.s1, acc01);</div><div class="line"><a name="l01022"></a><span class="lineno"> 1022</span>&#160; acc01 = fma(a0.s1, b1.s1, acc01);</div><div class="line"><a name="l01023"></a><span class="lineno"> 1023</span>&#160; acc02 = fma(a0.s0, b0.s2, acc02);</div><div class="line"><a name="l01024"></a><span class="lineno"> 1024</span>&#160; acc02 = fma(a0.s1, b1.s2, acc02);</div><div class="line"><a name="l01025"></a><span class="lineno"> 1025</span>&#160; acc03 = fma(a0.s1, b1.s3, acc03);</div><div class="line"><a name="l01026"></a><span class="lineno"> 1026</span>&#160; acc03 = fma(a0.s0, b0.s3, acc03);</div><div class="line"><a name="l01027"></a><span class="lineno"> 1027</span>&#160;</div><div class="line"><a name="l01028"></a><span class="lineno"> 1028</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l01029"></a><span class="lineno"> 1029</span>&#160; acc10 = fma(a1.s0, b0.s0, acc10);</div><div class="line"><a name="l01030"></a><span class="lineno"> 1030</span>&#160; acc11 = fma(a1.s0, b0.s1, acc11);</div><div class="line"><a name="l01031"></a><span class="lineno"> 1031</span>&#160; acc12 = fma(a1.s0, b0.s2, acc12);</div><div class="line"><a name="l01032"></a><span class="lineno"> 1032</span>&#160; acc13 = fma(a1.s0, b0.s3, acc13);</div><div class="line"><a name="l01033"></a><span class="lineno"> 1033</span>&#160;</div><div class="line"><a name="l01034"></a><span class="lineno"> 1034</span>&#160; acc10 = fma(a1.s1, b1.s0, acc10);</div><div class="line"><a name="l01035"></a><span class="lineno"> 1035</span>&#160; acc11 = fma(a1.s1, b1.s1, acc11);</div><div class="line"><a name="l01036"></a><span class="lineno"> 1036</span>&#160; acc12 = fma(a1.s1, b1.s2, acc12);</div><div class="line"><a name="l01037"></a><span class="lineno"> 1037</span>&#160; acc13 = fma(a1.s1, b1.s3, acc13);</div><div class="line"><a name="l01038"></a><span class="lineno"> 1038</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l01039"></a><span class="lineno"> 1039</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l01040"></a><span class="lineno"> 1040</span>&#160; acc20 = fma(a2.s0, b0.s0, acc20);</div><div class="line"><a name="l01041"></a><span class="lineno"> 1041</span>&#160; acc21 = fma(a2.s0, b0.s1, acc21);</div><div class="line"><a name="l01042"></a><span class="lineno"> 1042</span>&#160; acc22 = fma(a2.s0, b0.s2, acc22);</div><div class="line"><a name="l01043"></a><span class="lineno"> 1043</span>&#160; acc23 = fma(a2.s0, b0.s3, acc23);</div><div class="line"><a name="l01044"></a><span class="lineno"> 1044</span>&#160;</div><div class="line"><a name="l01045"></a><span class="lineno"> 1045</span>&#160; acc20 = fma(a2.s1, b1.s0, acc20);</div><div class="line"><a name="l01046"></a><span class="lineno"> 1046</span>&#160; acc21 = fma(a2.s1, b1.s1, acc21);</div><div class="line"><a name="l01047"></a><span class="lineno"> 1047</span>&#160; acc22 = fma(a2.s1, b1.s2, acc22);</div><div class="line"><a name="l01048"></a><span class="lineno"> 1048</span>&#160; acc23 = fma(a2.s1, b1.s3, acc23);</div><div class="line"><a name="l01049"></a><span class="lineno"> 1049</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l01050"></a><span class="lineno"> 1050</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l01051"></a><span class="lineno"> 1051</span>&#160; acc30 = fma(a3.s0, b0.s0, acc30);</div><div class="line"><a name="l01052"></a><span class="lineno"> 1052</span>&#160; acc31 = fma(a3.s0, b0.s1, acc31);</div><div class="line"><a name="l01053"></a><span class="lineno"> 1053</span>&#160; acc32 = fma(a3.s0, b0.s2, acc32);</div><div class="line"><a name="l01054"></a><span class="lineno"> 1054</span>&#160; acc33 = fma(a3.s0, b0.s3, acc33);</div><div class="line"><a name="l01055"></a><span class="lineno"> 1055</span>&#160;</div><div class="line"><a name="l01056"></a><span class="lineno"> 1056</span>&#160; acc30 = fma(a3.s1, b1.s0, acc30);</div><div class="line"><a name="l01057"></a><span class="lineno"> 1057</span>&#160; acc31 = fma(a3.s1, b1.s1, acc31);</div><div class="line"><a name="l01058"></a><span class="lineno"> 1058</span>&#160; acc32 = fma(a3.s1, b1.s2, acc32);</div><div class="line"><a name="l01059"></a><span class="lineno"> 1059</span>&#160; acc33 = fma(a3.s1, b1.s3, acc33);</div><div class="line"><a name="l01060"></a><span class="lineno"> 1060</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l01061"></a><span class="lineno"> 1061</span>&#160; }</div><div class="line"><a name="l01062"></a><span class="lineno"> 1062</span>&#160;</div><div class="line"><a name="l01063"></a><span class="lineno"> 1063</span>&#160; <span class="keywordflow">for</span>(; src_addr.s0 &lt; end_row_vec_a; src_addr += (int2)(<span class="keyword">sizeof</span>(<span class="keywordtype">float</span>), src1_stride_y))</div><div class="line"><a name="l01064"></a><span class="lineno"> 1064</span>&#160; {</div><div class="line"><a name="l01065"></a><span class="lineno"> 1065</span>&#160; <span class="comment">// Load values from matrix A</span></div><div class="line"><a name="l01066"></a><span class="lineno"> 1066</span>&#160; <span class="keywordtype">float</span> a0 = *((__global <span class="keywordtype">float</span> *)(src0_ptr + src_addr.s0 + 0 * src0_stride_y));</div><div class="line"><a name="l01067"></a><span class="lineno"> 1067</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l01068"></a><span class="lineno"> 1068</span>&#160; <span class="keywordtype">float</span> a1 = *((__global <span class="keywordtype">float</span> *)(src0_ptr + src_addr.s0 + 1 * src0_stride_y));</div><div class="line"><a name="l01069"></a><span class="lineno"> 1069</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l01070"></a><span class="lineno"> 1070</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l01071"></a><span class="lineno"> 1071</span>&#160; <span class="keywordtype">float</span> a2 = *((__global <span class="keywordtype">float</span> *)(src0_ptr + src_addr.s0 + 2 * src0_stride_y));</div><div class="line"><a name="l01072"></a><span class="lineno"> 1072</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l01073"></a><span class="lineno"> 1073</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l01074"></a><span class="lineno"> 1074</span>&#160; <span class="keywordtype">float</span> a3 = *((__global <span class="keywordtype">float</span> *)(src0_ptr + src_addr.s0 + 3 * src0_stride_y));</div><div class="line"><a name="l01075"></a><span class="lineno"> 1075</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l01076"></a><span class="lineno"> 1076</span>&#160; <span class="comment">// Load values from matrix B</span></div><div class="line"><a name="l01077"></a><span class="lineno"> 1077</span>&#160; float4 b0 = vload4(0, (__global <span class="keywordtype">float</span> *)(src1_ptr + src_addr.s1));</div><div class="line"><a name="l01078"></a><span class="lineno"> 1078</span>&#160;</div><div class="line"><a name="l01079"></a><span class="lineno"> 1079</span>&#160; <span class="comment">// Multiply and accumulate</span></div><div class="line"><a name="l01080"></a><span class="lineno"> 1080</span>&#160; acc00 = fma(a0, b0.s0, acc00);</div><div class="line"><a name="l01081"></a><span class="lineno"> 1081</span>&#160; acc01 = fma(a0, b0.s1, acc01);</div><div class="line"><a name="l01082"></a><span class="lineno"> 1082</span>&#160; acc02 = fma(a0, b0.s2, acc02);</div><div class="line"><a name="l01083"></a><span class="lineno"> 1083</span>&#160; acc03 = fma(a0, b0.s3, acc03);</div><div class="line"><a name="l01084"></a><span class="lineno"> 1084</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l01085"></a><span class="lineno"> 1085</span>&#160; acc10 = fma(a1, b0.s0, acc10);</div><div class="line"><a name="l01086"></a><span class="lineno"> 1086</span>&#160; acc11 = fma(a1, b0.s1, acc11);</div><div class="line"><a name="l01087"></a><span class="lineno"> 1087</span>&#160; acc12 = fma(a1, b0.s2, acc12);</div><div class="line"><a name="l01088"></a><span class="lineno"> 1088</span>&#160; acc13 = fma(a1, b0.s3, acc13);</div><div class="line"><a name="l01089"></a><span class="lineno"> 1089</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l01090"></a><span class="lineno"> 1090</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l01091"></a><span class="lineno"> 1091</span>&#160; acc20 = fma(a2, b0.s0, acc20);</div><div class="line"><a name="l01092"></a><span class="lineno"> 1092</span>&#160; acc21 = fma(a2, b0.s1, acc21);</div><div class="line"><a name="l01093"></a><span class="lineno"> 1093</span>&#160; acc22 = fma(a2, b0.s2, acc22);</div><div class="line"><a name="l01094"></a><span class="lineno"> 1094</span>&#160; acc23 = fma(a2, b0.s3, acc23);</div><div class="line"><a name="l01095"></a><span class="lineno"> 1095</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l01096"></a><span class="lineno"> 1096</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l01097"></a><span class="lineno"> 1097</span>&#160; acc30 = fma(a3, b0.s0, acc30);</div><div class="line"><a name="l01098"></a><span class="lineno"> 1098</span>&#160; acc31 = fma(a3, b0.s1, acc31);</div><div class="line"><a name="l01099"></a><span class="lineno"> 1099</span>&#160; acc32 = fma(a3, b0.s2, acc32);</div><div class="line"><a name="l01100"></a><span class="lineno"> 1100</span>&#160; acc33 = fma(a3, b0.s3, acc33);</div><div class="line"><a name="l01101"></a><span class="lineno"> 1101</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l01102"></a><span class="lineno"> 1102</span>&#160; }</div><div class="line"><a name="l01103"></a><span class="lineno"> 1103</span>&#160;</div><div class="line"><a name="l01104"></a><span class="lineno"> 1104</span>&#160; <span class="comment">// Compute destination address</span></div><div class="line"><a name="l01105"></a><span class="lineno"> 1105</span>&#160; <a class="code" href="struct_image.xhtml">Image</a> dst = <a class="code" href="helpers_8h.xhtml#aebe814363556c244be043b13e7969197">CONVERT_TO_IMAGE_STRUCT</a>(dst);</div><div class="line"><a name="l01106"></a><span class="lineno"> 1106</span>&#160;</div><div class="line"><a name="l01107"></a><span class="lineno"> 1107</span>&#160; <span class="comment">// Multiply by the weight of matrix-matrix product and store the result</span></div><div class="line"><a name="l01108"></a><span class="lineno"> 1108</span>&#160;<span class="preprocessor">#if defined(ALPHA)</span></div><div class="line"><a name="l01109"></a><span class="lineno"> 1109</span>&#160; acc00 = acc00 * ALPHA;</div><div class="line"><a name="l01110"></a><span class="lineno"> 1110</span>&#160; acc01 = acc01 * ALPHA;</div><div class="line"><a name="l01111"></a><span class="lineno"> 1111</span>&#160; acc02 = acc02 * ALPHA;</div><div class="line"><a name="l01112"></a><span class="lineno"> 1112</span>&#160; acc03 = acc03 * ALPHA;</div><div class="line"><a name="l01113"></a><span class="lineno"> 1113</span>&#160;<span class="preprocessor">#endif // defined(ALPHA)</span></div><div class="line"><a name="l01114"></a><span class="lineno"> 1114</span>&#160;</div><div class="line"><a name="l01115"></a><span class="lineno"> 1115</span>&#160; float4 acc0 = ((float4)(acc00, acc01, acc02, acc03));</div><div class="line"><a name="l01116"></a><span class="lineno"> 1116</span>&#160; vstore4(acc0, 0, (__global <span class="keywordtype">float</span> *)(<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;dst, 0, 0)));</div><div class="line"><a name="l01117"></a><span class="lineno"> 1117</span>&#160;</div><div class="line"><a name="l01118"></a><span class="lineno"> 1118</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l01119"></a><span class="lineno"> 1119</span>&#160;<span class="preprocessor">#if defined(ALPHA)</span></div><div class="line"><a name="l01120"></a><span class="lineno"> 1120</span>&#160; acc10 = acc10 * ALPHA;</div><div class="line"><a name="l01121"></a><span class="lineno"> 1121</span>&#160; acc11 = acc11 * ALPHA;</div><div class="line"><a name="l01122"></a><span class="lineno"> 1122</span>&#160; acc12 = acc12 * ALPHA;</div><div class="line"><a name="l01123"></a><span class="lineno"> 1123</span>&#160; acc13 = acc13 * ALPHA;</div><div class="line"><a name="l01124"></a><span class="lineno"> 1124</span>&#160;<span class="preprocessor">#endif // defined(ALPHA)</span></div><div class="line"><a name="l01125"></a><span class="lineno"> 1125</span>&#160; float4 acc1 = ((float4)(acc10, acc11, acc12, acc13));</div><div class="line"><a name="l01126"></a><span class="lineno"> 1126</span>&#160; vstore4(acc1, 0, (__global <span class="keywordtype">float</span> *)(<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;dst, 0, 1)));</div><div class="line"><a name="l01127"></a><span class="lineno"> 1127</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l01128"></a><span class="lineno"> 1128</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l01129"></a><span class="lineno"> 1129</span>&#160;<span class="preprocessor">#if defined(ALPHA)</span></div><div class="line"><a name="l01130"></a><span class="lineno"> 1130</span>&#160; acc20 = acc20 * ALPHA;</div><div class="line"><a name="l01131"></a><span class="lineno"> 1131</span>&#160; acc21 = acc21 * ALPHA;</div><div class="line"><a name="l01132"></a><span class="lineno"> 1132</span>&#160; acc22 = acc22 * ALPHA;</div><div class="line"><a name="l01133"></a><span class="lineno"> 1133</span>&#160; acc23 = acc23 * ALPHA;</div><div class="line"><a name="l01134"></a><span class="lineno"> 1134</span>&#160;<span class="preprocessor">#endif // defined(ALPHA)</span></div><div class="line"><a name="l01135"></a><span class="lineno"> 1135</span>&#160; float4 acc2 = ((float4)(acc20, acc21, acc22, acc23));</div><div class="line"><a name="l01136"></a><span class="lineno"> 1136</span>&#160; vstore4(acc2, 0, (__global <span class="keywordtype">float</span> *)(<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;dst, 0, 2)));</div><div class="line"><a name="l01137"></a><span class="lineno"> 1137</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l01138"></a><span class="lineno"> 1138</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l01139"></a><span class="lineno"> 1139</span>&#160;<span class="preprocessor">#if defined(ALPHA)</span></div><div class="line"><a name="l01140"></a><span class="lineno"> 1140</span>&#160; acc30 = acc30 * ALPHA;</div><div class="line"><a name="l01141"></a><span class="lineno"> 1141</span>&#160; acc31 = acc31 * ALPHA;</div><div class="line"><a name="l01142"></a><span class="lineno"> 1142</span>&#160; acc32 = acc32 * ALPHA;</div><div class="line"><a name="l01143"></a><span class="lineno"> 1143</span>&#160; acc33 = acc33 * ALPHA;</div><div class="line"><a name="l01144"></a><span class="lineno"> 1144</span>&#160;<span class="preprocessor">#endif // defined(ALPHA)</span></div><div class="line"><a name="l01145"></a><span class="lineno"> 1145</span>&#160; float4 acc3 = ((float4)(acc30, acc31, acc32, acc33));</div><div class="line"><a name="l01146"></a><span class="lineno"> 1146</span>&#160; vstore4(acc3, 0, (__global <span class="keywordtype">float</span> *)(<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;dst, 0, 3)));</div><div class="line"><a name="l01147"></a><span class="lineno"> 1147</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l01148"></a><span class="lineno"> 1148</span>&#160;}</div><div class="line"><a name="l01149"></a><span class="lineno"> 1149</span>&#160;</div><div class="line"><a name="l01178"></a><span class="lineno"> 1178</span>&#160;__kernel <span class="keywordtype">void</span> gemm_mm_floating_point_f32_bifrost_1000(<a class="code" href="helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(src0),</div><div class="line"><a name="l01179"></a><span class="lineno"> 1179</span>&#160; <a class="code" href="helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(src1),</div><div class="line"><a name="l01180"></a><span class="lineno"> 1180</span>&#160; <a class="code" href="helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(dst))</div><div class="line"><a name="l01181"></a><span class="lineno"> 1181</span>&#160;{</div><div class="line"><a name="l01182"></a><span class="lineno"> 1182</span>&#160; <span class="comment">// Requires 2 NUM_ELEMS_PROCESSED_PER_THREAD_X, C vect2, A vect4, B (2 vload2) // to fix for NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l01183"></a><span class="lineno"> 1183</span>&#160; <span class="keywordtype">int</span> idx = get_global_id(0) * NUM_ELEMS_PROCESSED_PER_THREAD_X;</div><div class="line"><a name="l01184"></a><span class="lineno"> 1184</span>&#160;</div><div class="line"><a name="l01185"></a><span class="lineno"> 1185</span>&#160; <span class="comment">// Compute starting address for matrix A and Matrix B</span></div><div class="line"><a name="l01186"></a><span class="lineno"> 1186</span>&#160; int2 src_addr = ((int2)(src0_offset_first_element_in_bytes, src1_offset_first_element_in_bytes));</div><div class="line"><a name="l01187"></a><span class="lineno"> 1187</span>&#160;</div><div class="line"><a name="l01188"></a><span class="lineno"> 1188</span>&#160; <span class="comment">// Update address for the matrix A</span></div><div class="line"><a name="l01189"></a><span class="lineno"> 1189</span>&#160; src_addr.s0 += get_global_id(1) * src0_stride_y * NUM_ELEMS_PROCESSED_PER_THREAD_Y;</div><div class="line"><a name="l01190"></a><span class="lineno"> 1190</span>&#160;</div><div class="line"><a name="l01191"></a><span class="lineno"> 1191</span>&#160; <span class="comment">// Update address for the matrix B</span></div><div class="line"><a name="l01192"></a><span class="lineno"> 1192</span>&#160; src_addr.s1 += idx * <span class="keyword">sizeof</span>(float);</div><div class="line"><a name="l01193"></a><span class="lineno"> 1193</span>&#160;</div><div class="line"><a name="l01194"></a><span class="lineno"> 1194</span>&#160; <span class="comment">// Address boundary for the matrix A</span></div><div class="line"><a name="l01195"></a><span class="lineno"> 1195</span>&#160; <span class="keywordtype">int</span> end_row_vec_a = src_addr.s0 + (COLS_A * <span class="keyword">sizeof</span>(float));</div><div class="line"><a name="l01196"></a><span class="lineno"> 1196</span>&#160;</div><div class="line"><a name="l01197"></a><span class="lineno"> 1197</span>&#160; <span class="comment">// Initialize accumulators</span></div><div class="line"><a name="l01198"></a><span class="lineno"> 1198</span>&#160; <span class="keywordtype">float</span> acc00 = 0.0f;</div><div class="line"><a name="l01199"></a><span class="lineno"> 1199</span>&#160; <span class="keywordtype">float</span> acc01 = 0.0f;</div><div class="line"><a name="l01200"></a><span class="lineno"> 1200</span>&#160;</div><div class="line"><a name="l01201"></a><span class="lineno"> 1201</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l01202"></a><span class="lineno"> 1202</span>&#160; <span class="keywordtype">float</span> acc10 = 0.0f;</div><div class="line"><a name="l01203"></a><span class="lineno"> 1203</span>&#160; <span class="keywordtype">float</span> acc11 = 0.0f;</div><div class="line"><a name="l01204"></a><span class="lineno"> 1204</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l01205"></a><span class="lineno"> 1205</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l01206"></a><span class="lineno"> 1206</span>&#160; <span class="keywordtype">float</span> acc20 = 0.0f;</div><div class="line"><a name="l01207"></a><span class="lineno"> 1207</span>&#160; <span class="keywordtype">float</span> acc21 = 0.0f;</div><div class="line"><a name="l01208"></a><span class="lineno"> 1208</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l01209"></a><span class="lineno"> 1209</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l01210"></a><span class="lineno"> 1210</span>&#160; <span class="keywordtype">float</span> acc30 = 0.0f;</div><div class="line"><a name="l01211"></a><span class="lineno"> 1211</span>&#160; <span class="keywordtype">float</span> acc31 = 0.0f;</div><div class="line"><a name="l01212"></a><span class="lineno"> 1212</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l01213"></a><span class="lineno"> 1213</span>&#160;</div><div class="line"><a name="l01214"></a><span class="lineno"> 1214</span>&#160; <span class="comment">// A and B src indices get incremented at the same time.</span></div><div class="line"><a name="l01215"></a><span class="lineno"> 1215</span>&#160; <span class="keywordflow">for</span>(; src_addr.s0 &lt;= (end_row_vec_a - 4 * (int)<span class="keyword">sizeof</span>(<span class="keywordtype">float</span>)); src_addr += (int2)(4 * <span class="keyword">sizeof</span>(<span class="keywordtype">float</span>), 4 * src1_stride_y))</div><div class="line"><a name="l01216"></a><span class="lineno"> 1216</span>&#160; {</div><div class="line"><a name="l01217"></a><span class="lineno"> 1217</span>&#160; <span class="comment">// Load values from matrix A</span></div><div class="line"><a name="l01218"></a><span class="lineno"> 1218</span>&#160; float4 a0 = vload4(0, (__global <span class="keywordtype">float</span> *)(src0_ptr + src_addr.s0 + 0 * src0_stride_y));</div><div class="line"><a name="l01219"></a><span class="lineno"> 1219</span>&#160;</div><div class="line"><a name="l01220"></a><span class="lineno"> 1220</span>&#160; <span class="comment">// Load values from matrix B</span></div><div class="line"><a name="l01221"></a><span class="lineno"> 1221</span>&#160; float2 b0 = vload2(0, (__global <span class="keywordtype">float</span> *)(src1_ptr + src_addr.s1 + 0 * src1_stride_y));</div><div class="line"><a name="l01222"></a><span class="lineno"> 1222</span>&#160; float2 b1 = vload2(0, (__global <span class="keywordtype">float</span> *)(src1_ptr + src_addr.s1 + 1 * src1_stride_y));</div><div class="line"><a name="l01223"></a><span class="lineno"> 1223</span>&#160; float2 b2 = vload2(0, (__global <span class="keywordtype">float</span> *)(src1_ptr + src_addr.s1 + 2 * src1_stride_y));</div><div class="line"><a name="l01224"></a><span class="lineno"> 1224</span>&#160; float2 b3 = vload2(0, (__global <span class="keywordtype">float</span> *)(src1_ptr + src_addr.s1 + 3 * src1_stride_y));</div><div class="line"><a name="l01225"></a><span class="lineno"> 1225</span>&#160;</div><div class="line"><a name="l01226"></a><span class="lineno"> 1226</span>&#160; <span class="comment">// Multiply and accumulate</span></div><div class="line"><a name="l01227"></a><span class="lineno"> 1227</span>&#160; acc00 = fma(a0.s0, b0.s0, acc00);</div><div class="line"><a name="l01228"></a><span class="lineno"> 1228</span>&#160; acc00 = fma(a0.s1, b1.s0, acc00);</div><div class="line"><a name="l01229"></a><span class="lineno"> 1229</span>&#160; acc00 = fma(a0.s2, b2.s0, acc00);</div><div class="line"><a name="l01230"></a><span class="lineno"> 1230</span>&#160; acc00 = fma(a0.s3, b3.s0, acc00);</div><div class="line"><a name="l01231"></a><span class="lineno"> 1231</span>&#160;</div><div class="line"><a name="l01232"></a><span class="lineno"> 1232</span>&#160; acc01 = fma(a0.s0, b0.s1, acc01);</div><div class="line"><a name="l01233"></a><span class="lineno"> 1233</span>&#160; acc01 = fma(a0.s1, b1.s1, acc01);</div><div class="line"><a name="l01234"></a><span class="lineno"> 1234</span>&#160; acc01 = fma(a0.s2, b2.s1, acc01);</div><div class="line"><a name="l01235"></a><span class="lineno"> 1235</span>&#160; acc01 = fma(a0.s3, b3.s1, acc01);</div><div class="line"><a name="l01236"></a><span class="lineno"> 1236</span>&#160;</div><div class="line"><a name="l01237"></a><span class="lineno"> 1237</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l01238"></a><span class="lineno"> 1238</span>&#160; a0 = vload4(0, (__global <span class="keywordtype">float</span> *)(src0_ptr + src_addr.s0 + 1 * src0_stride_y));</div><div class="line"><a name="l01239"></a><span class="lineno"> 1239</span>&#160; acc10 = fma(a0.s0, b0.s0, acc10);</div><div class="line"><a name="l01240"></a><span class="lineno"> 1240</span>&#160; acc10 = fma(a0.s1, b1.s0, acc10);</div><div class="line"><a name="l01241"></a><span class="lineno"> 1241</span>&#160; acc10 = fma(a0.s2, b2.s0, acc10);</div><div class="line"><a name="l01242"></a><span class="lineno"> 1242</span>&#160; acc10 = fma(a0.s3, b3.s0, acc10);</div><div class="line"><a name="l01243"></a><span class="lineno"> 1243</span>&#160;</div><div class="line"><a name="l01244"></a><span class="lineno"> 1244</span>&#160; acc11 = fma(a0.s0, b0.s1, acc11);</div><div class="line"><a name="l01245"></a><span class="lineno"> 1245</span>&#160; acc11 = fma(a0.s1, b1.s1, acc11);</div><div class="line"><a name="l01246"></a><span class="lineno"> 1246</span>&#160; acc11 = fma(a0.s2, b2.s1, acc11);</div><div class="line"><a name="l01247"></a><span class="lineno"> 1247</span>&#160; acc11 = fma(a0.s3, b3.s1, acc11);</div><div class="line"><a name="l01248"></a><span class="lineno"> 1248</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l01249"></a><span class="lineno"> 1249</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l01250"></a><span class="lineno"> 1250</span>&#160; a0 = vload4(0, (__global <span class="keywordtype">float</span> *)(src0_ptr + src_addr.s0 + 2 * src0_stride_y));</div><div class="line"><a name="l01251"></a><span class="lineno"> 1251</span>&#160; acc20 = fma(a0.s0, b0.s0, acc20);</div><div class="line"><a name="l01252"></a><span class="lineno"> 1252</span>&#160; acc20 = fma(a0.s1, b1.s0, acc20);</div><div class="line"><a name="l01253"></a><span class="lineno"> 1253</span>&#160; acc20 = fma(a0.s2, b2.s0, acc20);</div><div class="line"><a name="l01254"></a><span class="lineno"> 1254</span>&#160; acc20 = fma(a0.s3, b3.s0, acc20);</div><div class="line"><a name="l01255"></a><span class="lineno"> 1255</span>&#160;</div><div class="line"><a name="l01256"></a><span class="lineno"> 1256</span>&#160; acc21 = fma(a0.s0, b0.s1, acc21);</div><div class="line"><a name="l01257"></a><span class="lineno"> 1257</span>&#160; acc21 = fma(a0.s1, b1.s1, acc21);</div><div class="line"><a name="l01258"></a><span class="lineno"> 1258</span>&#160; acc21 = fma(a0.s2, b2.s1, acc21);</div><div class="line"><a name="l01259"></a><span class="lineno"> 1259</span>&#160; acc21 = fma(a0.s3, b3.s1, acc21);</div><div class="line"><a name="l01260"></a><span class="lineno"> 1260</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l01261"></a><span class="lineno"> 1261</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l01262"></a><span class="lineno"> 1262</span>&#160; a0 = vload4(0, (__global <span class="keywordtype">float</span> *)(src0_ptr + src_addr.s0 + 3 * src0_stride_y));</div><div class="line"><a name="l01263"></a><span class="lineno"> 1263</span>&#160; acc30 = fma(a0.s0, b0.s0, acc30);</div><div class="line"><a name="l01264"></a><span class="lineno"> 1264</span>&#160; acc30 = fma(a0.s1, b1.s0, acc30);</div><div class="line"><a name="l01265"></a><span class="lineno"> 1265</span>&#160; acc30 = fma(a0.s2, b2.s0, acc30);</div><div class="line"><a name="l01266"></a><span class="lineno"> 1266</span>&#160; acc30 = fma(a0.s3, b3.s0, acc30);</div><div class="line"><a name="l01267"></a><span class="lineno"> 1267</span>&#160;</div><div class="line"><a name="l01268"></a><span class="lineno"> 1268</span>&#160; acc31 = fma(a0.s0, b0.s1, acc31);</div><div class="line"><a name="l01269"></a><span class="lineno"> 1269</span>&#160; acc31 = fma(a0.s1, b1.s1, acc31);</div><div class="line"><a name="l01270"></a><span class="lineno"> 1270</span>&#160; acc31 = fma(a0.s2, b2.s1, acc31);</div><div class="line"><a name="l01271"></a><span class="lineno"> 1271</span>&#160; acc31 = fma(a0.s3, b3.s1, acc31);</div><div class="line"><a name="l01272"></a><span class="lineno"> 1272</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l01273"></a><span class="lineno"> 1273</span>&#160; }</div><div class="line"><a name="l01274"></a><span class="lineno"> 1274</span>&#160; <span class="comment">// float size increment</span></div><div class="line"><a name="l01275"></a><span class="lineno"> 1275</span>&#160; <span class="keywordflow">for</span>(; src_addr.s0 &lt; end_row_vec_a; src_addr += (int2)(4, src1_stride_y))</div><div class="line"><a name="l01276"></a><span class="lineno"> 1276</span>&#160; {</div><div class="line"><a name="l01277"></a><span class="lineno"> 1277</span>&#160; <span class="comment">// Load values from matrix A</span></div><div class="line"><a name="l01278"></a><span class="lineno"> 1278</span>&#160; <span class="keywordtype">float</span> a0 = *((__global <span class="keywordtype">float</span> *)(src0_ptr + src_addr.s0 + 0 * src0_stride_y));</div><div class="line"><a name="l01279"></a><span class="lineno"> 1279</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l01280"></a><span class="lineno"> 1280</span>&#160; <span class="keywordtype">float</span> a1 = *((__global <span class="keywordtype">float</span> *)(src0_ptr + src_addr.s0 + 1 * src0_stride_y));</div><div class="line"><a name="l01281"></a><span class="lineno"> 1281</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l01282"></a><span class="lineno"> 1282</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l01283"></a><span class="lineno"> 1283</span>&#160; <span class="keywordtype">float</span> a2 = *((__global <span class="keywordtype">float</span> *)(src0_ptr + src_addr.s0 + 2 * src0_stride_y));</div><div class="line"><a name="l01284"></a><span class="lineno"> 1284</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l01285"></a><span class="lineno"> 1285</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l01286"></a><span class="lineno"> 1286</span>&#160; <span class="keywordtype">float</span> a3 = *((__global <span class="keywordtype">float</span> *)(src0_ptr + src_addr.s0 + 3 * src0_stride_y));</div><div class="line"><a name="l01287"></a><span class="lineno"> 1287</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l01288"></a><span class="lineno"> 1288</span>&#160; <span class="comment">// Load values from matrix B</span></div><div class="line"><a name="l01289"></a><span class="lineno"> 1289</span>&#160; float2 b0 = vload2(0, (__global <span class="keywordtype">float</span> *)(src1_ptr + src_addr.s1));</div><div class="line"><a name="l01290"></a><span class="lineno"> 1290</span>&#160;</div><div class="line"><a name="l01291"></a><span class="lineno"> 1291</span>&#160; <span class="comment">// Multiply and accumulate</span></div><div class="line"><a name="l01292"></a><span class="lineno"> 1292</span>&#160; acc00 = fma(a0, b0.s0, acc00);</div><div class="line"><a name="l01293"></a><span class="lineno"> 1293</span>&#160; acc01 = fma(a0, b0.s1, acc01);</div><div class="line"><a name="l01294"></a><span class="lineno"> 1294</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l01295"></a><span class="lineno"> 1295</span>&#160; acc10 = fma(a1, b0.s0, acc10);</div><div class="line"><a name="l01296"></a><span class="lineno"> 1296</span>&#160; acc11 = fma(a1, b0.s1, acc11);</div><div class="line"><a name="l01297"></a><span class="lineno"> 1297</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l01298"></a><span class="lineno"> 1298</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l01299"></a><span class="lineno"> 1299</span>&#160; acc20 = fma(a2, b0.s0, acc20);</div><div class="line"><a name="l01300"></a><span class="lineno"> 1300</span>&#160; acc21 = fma(a2, b0.s1, acc21);</div><div class="line"><a name="l01301"></a><span class="lineno"> 1301</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l01302"></a><span class="lineno"> 1302</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l01303"></a><span class="lineno"> 1303</span>&#160; acc30 = fma(a3, b0.s0, acc30);</div><div class="line"><a name="l01304"></a><span class="lineno"> 1304</span>&#160; acc31 = fma(a3, b0.s1, acc31);</div><div class="line"><a name="l01305"></a><span class="lineno"> 1305</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l01306"></a><span class="lineno"> 1306</span>&#160; }</div><div class="line"><a name="l01307"></a><span class="lineno"> 1307</span>&#160;</div><div class="line"><a name="l01308"></a><span class="lineno"> 1308</span>&#160; <span class="comment">// Compute destination address</span></div><div class="line"><a name="l01309"></a><span class="lineno"> 1309</span>&#160; <a class="code" href="struct_image.xhtml">Image</a> dst = <a class="code" href="helpers_8h.xhtml#aebe814363556c244be043b13e7969197">CONVERT_TO_IMAGE_STRUCT</a>(dst);</div><div class="line"><a name="l01310"></a><span class="lineno"> 1310</span>&#160;</div><div class="line"><a name="l01311"></a><span class="lineno"> 1311</span>&#160; <span class="comment">// Multiply by the weight of matrix-matrix product and store the result</span></div><div class="line"><a name="l01312"></a><span class="lineno"> 1312</span>&#160;<span class="preprocessor">#if defined(ALPHA)</span></div><div class="line"><a name="l01313"></a><span class="lineno"> 1313</span>&#160; acc00 = acc00 * ALPHA;</div><div class="line"><a name="l01314"></a><span class="lineno"> 1314</span>&#160; acc01 = acc01 * ALPHA;</div><div class="line"><a name="l01315"></a><span class="lineno"> 1315</span>&#160;<span class="preprocessor">#endif // defined(ALPHA)</span></div><div class="line"><a name="l01316"></a><span class="lineno"> 1316</span>&#160; float2 acc0 = ((float2)(acc00, acc01));</div><div class="line"><a name="l01317"></a><span class="lineno"> 1317</span>&#160; vstore2(acc0, 0, (__global <span class="keywordtype">float</span> *)(<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;dst, 0, 0)));</div><div class="line"><a name="l01318"></a><span class="lineno"> 1318</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l01319"></a><span class="lineno"> 1319</span>&#160;<span class="preprocessor">#if defined(ALPHA)</span></div><div class="line"><a name="l01320"></a><span class="lineno"> 1320</span>&#160; acc10 = acc10 * ALPHA;</div><div class="line"><a name="l01321"></a><span class="lineno"> 1321</span>&#160; acc11 = acc11 * ALPHA;</div><div class="line"><a name="l01322"></a><span class="lineno"> 1322</span>&#160;<span class="preprocessor">#endif // defined(ALPHA)</span></div><div class="line"><a name="l01323"></a><span class="lineno"> 1323</span>&#160; float2 acc1 = ((float2)(acc10, acc11));</div><div class="line"><a name="l01324"></a><span class="lineno"> 1324</span>&#160; vstore2(acc1, 0, (__global <span class="keywordtype">float</span> *)(<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;dst, 0, 1)));</div><div class="line"><a name="l01325"></a><span class="lineno"> 1325</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l01326"></a><span class="lineno"> 1326</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l01327"></a><span class="lineno"> 1327</span>&#160;<span class="preprocessor">#if defined(ALPHA)</span></div><div class="line"><a name="l01328"></a><span class="lineno"> 1328</span>&#160; acc20 = acc20 * ALPHA;</div><div class="line"><a name="l01329"></a><span class="lineno"> 1329</span>&#160; acc21 = acc21 * ALPHA;</div><div class="line"><a name="l01330"></a><span class="lineno"> 1330</span>&#160;<span class="preprocessor">#endif // defined(ALPHA)</span></div><div class="line"><a name="l01331"></a><span class="lineno"> 1331</span>&#160; float2 acc2 = ((float2)(acc20, acc21));</div><div class="line"><a name="l01332"></a><span class="lineno"> 1332</span>&#160; vstore2(acc2, 0, (__global <span class="keywordtype">float</span> *)(<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;dst, 0, 2)));</div><div class="line"><a name="l01333"></a><span class="lineno"> 1333</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l01334"></a><span class="lineno"> 1334</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l01335"></a><span class="lineno"> 1335</span>&#160;<span class="preprocessor">#if defined(ALPHA)</span></div><div class="line"><a name="l01336"></a><span class="lineno"> 1336</span>&#160; acc30 = acc30 * ALPHA;</div><div class="line"><a name="l01337"></a><span class="lineno"> 1337</span>&#160; acc31 = acc31 * ALPHA;</div><div class="line"><a name="l01338"></a><span class="lineno"> 1338</span>&#160;<span class="preprocessor">#endif // defined(ALPHA)</span></div><div class="line"><a name="l01339"></a><span class="lineno"> 1339</span>&#160; float2 acc3 = (float2)(acc30, acc31);</div><div class="line"><a name="l01340"></a><span class="lineno"> 1340</span>&#160; vstore2(acc3, 0, (__global <span class="keywordtype">float</span> *)(<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;dst, 0, 3)));</div><div class="line"><a name="l01341"></a><span class="lineno"> 1341</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l01342"></a><span class="lineno"> 1342</span>&#160;}</div><div class="line"><a name="l01343"></a><span class="lineno"> 1343</span>&#160;</div><div class="line"><a name="l01344"></a><span class="lineno"> 1344</span>&#160;<span class="preprocessor">#if defined(FIXED_POINT_POSITION)</span></div><div class="line"><a name="l01345"></a><span class="lineno"> 1345</span>&#160;</div><div class="line"><a name="l01372"></a><span class="lineno"> 1372</span>&#160;__kernel <span class="keywordtype">void</span> gemm_mm_qs8(<a class="code" href="helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(src0),</div><div class="line"><a name="l01373"></a><span class="lineno"> 1373</span>&#160; <a class="code" href="helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(src1),</div><div class="line"><a name="l01374"></a><span class="lineno"> 1374</span>&#160; <a class="code" href="helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(dst))</div><div class="line"><a name="l01375"></a><span class="lineno"> 1375</span>&#160;{</div><div class="line"><a name="l01376"></a><span class="lineno"> 1376</span>&#160; <span class="keywordtype">int</span> idx = get_global_id(0) * NUM_ELEMS_PROCESSED_PER_THREAD_X;</div><div class="line"><a name="l01377"></a><span class="lineno"> 1377</span>&#160;</div><div class="line"><a name="l01378"></a><span class="lineno"> 1378</span>&#160; <span class="comment">// Compute starting address for matrix A and Matrix B</span></div><div class="line"><a name="l01379"></a><span class="lineno"> 1379</span>&#160; int2 src_addr = ((int2)(src0_offset_first_element_in_bytes, src1_offset_first_element_in_bytes));</div><div class="line"><a name="l01380"></a><span class="lineno"> 1380</span>&#160;</div><div class="line"><a name="l01381"></a><span class="lineno"> 1381</span>&#160; <span class="comment">// Update address for the matrix A</span></div><div class="line"><a name="l01382"></a><span class="lineno"> 1382</span>&#160; src_addr.s0 += get_global_id(1) * src0_stride_y * NUM_ELEMS_PROCESSED_PER_THREAD_Y;</div><div class="line"><a name="l01383"></a><span class="lineno"> 1383</span>&#160;</div><div class="line"><a name="l01384"></a><span class="lineno"> 1384</span>&#160; <span class="comment">// Update address for the matrix B</span></div><div class="line"><a name="l01385"></a><span class="lineno"> 1385</span>&#160; src_addr.s1 += idx * <span class="keyword">sizeof</span>(char);</div><div class="line"><a name="l01386"></a><span class="lineno"> 1386</span>&#160;</div><div class="line"><a name="l01387"></a><span class="lineno"> 1387</span>&#160; <span class="keywordtype">int</span> end_row_vec_a = src_addr.s0 + (COLS_A * <span class="keyword">sizeof</span>(char));</div><div class="line"><a name="l01388"></a><span class="lineno"> 1388</span>&#160;</div><div class="line"><a name="l01389"></a><span class="lineno"> 1389</span>&#160; short8 acc00 = 0;</div><div class="line"><a name="l01390"></a><span class="lineno"> 1390</span>&#160; short8 acc01 = 0;</div><div class="line"><a name="l01391"></a><span class="lineno"> 1391</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l01392"></a><span class="lineno"> 1392</span>&#160; short8 acc10 = 0;</div><div class="line"><a name="l01393"></a><span class="lineno"> 1393</span>&#160; short8 acc11 = 0;</div><div class="line"><a name="l01394"></a><span class="lineno"> 1394</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l01395"></a><span class="lineno"> 1395</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l01396"></a><span class="lineno"> 1396</span>&#160; short8 acc20 = 0;</div><div class="line"><a name="l01397"></a><span class="lineno"> 1397</span>&#160; short8 acc21 = 0;</div><div class="line"><a name="l01398"></a><span class="lineno"> 1398</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l01399"></a><span class="lineno"> 1399</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l01400"></a><span class="lineno"> 1400</span>&#160; short8 acc30 = 0;</div><div class="line"><a name="l01401"></a><span class="lineno"> 1401</span>&#160; short8 acc31 = 0;</div><div class="line"><a name="l01402"></a><span class="lineno"> 1402</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l01403"></a><span class="lineno"> 1403</span>&#160;</div><div class="line"><a name="l01404"></a><span class="lineno"> 1404</span>&#160; <span class="comment">// This for loop performs 4 accumulations per iteration</span></div><div class="line"><a name="l01405"></a><span class="lineno"> 1405</span>&#160; <span class="keywordflow">for</span>(; src_addr.s0 &lt;= (end_row_vec_a - 2); src_addr += (int2)(2, 2 * src1_stride_y))</div><div class="line"><a name="l01406"></a><span class="lineno"> 1406</span>&#160; {</div><div class="line"><a name="l01407"></a><span class="lineno"> 1407</span>&#160; char2 a0 = vload2(0, (__global <span class="keywordtype">char</span> *)(src0_ptr + src_addr.s0 + 0 * src0_stride_y));</div><div class="line"><a name="l01408"></a><span class="lineno"> 1408</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l01409"></a><span class="lineno"> 1409</span>&#160; char2 a1 = vload2(0, (__global <span class="keywordtype">char</span> *)(src0_ptr + src_addr.s0 + 1 * src0_stride_y));</div><div class="line"><a name="l01410"></a><span class="lineno"> 1410</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l01411"></a><span class="lineno"> 1411</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l01412"></a><span class="lineno"> 1412</span>&#160; char2 a2 = vload2(0, (__global <span class="keywordtype">char</span> *)(src0_ptr + src_addr.s0 + 2 * src0_stride_y));</div><div class="line"><a name="l01413"></a><span class="lineno"> 1413</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l01414"></a><span class="lineno"> 1414</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l01415"></a><span class="lineno"> 1415</span>&#160; char2 a3 = vload2(0, (__global <span class="keywordtype">char</span> *)(src0_ptr + src_addr.s0 + 3 * src0_stride_y));</div><div class="line"><a name="l01416"></a><span class="lineno"> 1416</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l01417"></a><span class="lineno"> 1417</span>&#160; char16 b0 = vload16(0, (__global <span class="keywordtype">char</span> *)(src1_ptr + src_addr.s1 + 0 * src1_stride_y));</div><div class="line"><a name="l01418"></a><span class="lineno"> 1418</span>&#160; char16 b1 = vload16(0, (__global <span class="keywordtype">char</span> *)(src1_ptr + src_addr.s1 + 1 * src1_stride_y));</div><div class="line"><a name="l01419"></a><span class="lineno"> 1419</span>&#160;</div><div class="line"><a name="l01420"></a><span class="lineno"> 1420</span>&#160; acc00 = <a class="code" href="fixed__point_8h.xhtml#a09f5d764b62b47a1894a4cb71a0a62f6">mlal_sat_qs8x8</a>(acc00, (char8)a0.s0, b0.s01234567, FIXED_POINT_POSITION);</div><div class="line"><a name="l01421"></a><span class="lineno"> 1421</span>&#160; acc00 = <a class="code" href="fixed__point_8h.xhtml#a09f5d764b62b47a1894a4cb71a0a62f6">mlal_sat_qs8x8</a>(acc00, (char8)a0.s1, b1.s01234567, FIXED_POINT_POSITION);</div><div class="line"><a name="l01422"></a><span class="lineno"> 1422</span>&#160; acc01 = <a class="code" href="fixed__point_8h.xhtml#a09f5d764b62b47a1894a4cb71a0a62f6">mlal_sat_qs8x8</a>(acc01, (char8)a0.s0, b0.s89ABCDEF, FIXED_POINT_POSITION);</div><div class="line"><a name="l01423"></a><span class="lineno"> 1423</span>&#160; acc01 = <a class="code" href="fixed__point_8h.xhtml#a09f5d764b62b47a1894a4cb71a0a62f6">mlal_sat_qs8x8</a>(acc01, (char8)a0.s1, b1.s89ABCDEF, FIXED_POINT_POSITION);</div><div class="line"><a name="l01424"></a><span class="lineno"> 1424</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l01425"></a><span class="lineno"> 1425</span>&#160; acc10 = <a class="code" href="fixed__point_8h.xhtml#a09f5d764b62b47a1894a4cb71a0a62f6">mlal_sat_qs8x8</a>(acc10, (char8)a1.s0, b0.s01234567, FIXED_POINT_POSITION);</div><div class="line"><a name="l01426"></a><span class="lineno"> 1426</span>&#160; acc10 = <a class="code" href="fixed__point_8h.xhtml#a09f5d764b62b47a1894a4cb71a0a62f6">mlal_sat_qs8x8</a>(acc10, (char8)a1.s1, b1.s01234567, FIXED_POINT_POSITION);</div><div class="line"><a name="l01427"></a><span class="lineno"> 1427</span>&#160; acc11 = <a class="code" href="fixed__point_8h.xhtml#a09f5d764b62b47a1894a4cb71a0a62f6">mlal_sat_qs8x8</a>(acc11, (char8)a1.s0, b0.s89ABCDEF, FIXED_POINT_POSITION);</div><div class="line"><a name="l01428"></a><span class="lineno"> 1428</span>&#160; acc11 = <a class="code" href="fixed__point_8h.xhtml#a09f5d764b62b47a1894a4cb71a0a62f6">mlal_sat_qs8x8</a>(acc11, (char8)a1.s1, b1.s89ABCDEF, FIXED_POINT_POSITION);</div><div class="line"><a name="l01429"></a><span class="lineno"> 1429</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l01430"></a><span class="lineno"> 1430</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l01431"></a><span class="lineno"> 1431</span>&#160; acc20 = <a class="code" href="fixed__point_8h.xhtml#a09f5d764b62b47a1894a4cb71a0a62f6">mlal_sat_qs8x8</a>(acc20, (char8)a2.s0, b0.s01234567, FIXED_POINT_POSITION);</div><div class="line"><a name="l01432"></a><span class="lineno"> 1432</span>&#160; acc20 = <a class="code" href="fixed__point_8h.xhtml#a09f5d764b62b47a1894a4cb71a0a62f6">mlal_sat_qs8x8</a>(acc20, (char8)a2.s1, b1.s01234567, FIXED_POINT_POSITION);</div><div class="line"><a name="l01433"></a><span class="lineno"> 1433</span>&#160; acc21 = <a class="code" href="fixed__point_8h.xhtml#a09f5d764b62b47a1894a4cb71a0a62f6">mlal_sat_qs8x8</a>(acc21, (char8)a2.s0, b0.s89ABCDEF, FIXED_POINT_POSITION);</div><div class="line"><a name="l01434"></a><span class="lineno"> 1434</span>&#160; acc21 = <a class="code" href="fixed__point_8h.xhtml#a09f5d764b62b47a1894a4cb71a0a62f6">mlal_sat_qs8x8</a>(acc21, (char8)a2.s1, b1.s89ABCDEF, FIXED_POINT_POSITION);</div><div class="line"><a name="l01435"></a><span class="lineno"> 1435</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l01436"></a><span class="lineno"> 1436</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l01437"></a><span class="lineno"> 1437</span>&#160; acc30 = <a class="code" href="fixed__point_8h.xhtml#a09f5d764b62b47a1894a4cb71a0a62f6">mlal_sat_qs8x8</a>(acc30, (char8)a3.s0, b0.s01234567, FIXED_POINT_POSITION);</div><div class="line"><a name="l01438"></a><span class="lineno"> 1438</span>&#160; acc30 = <a class="code" href="fixed__point_8h.xhtml#a09f5d764b62b47a1894a4cb71a0a62f6">mlal_sat_qs8x8</a>(acc30, (char8)a3.s1, b1.s01234567, FIXED_POINT_POSITION);</div><div class="line"><a name="l01439"></a><span class="lineno"> 1439</span>&#160; acc31 = <a class="code" href="fixed__point_8h.xhtml#a09f5d764b62b47a1894a4cb71a0a62f6">mlal_sat_qs8x8</a>(acc31, (char8)a3.s0, b0.s89ABCDEF, FIXED_POINT_POSITION);</div><div class="line"><a name="l01440"></a><span class="lineno"> 1440</span>&#160; acc31 = <a class="code" href="fixed__point_8h.xhtml#a09f5d764b62b47a1894a4cb71a0a62f6">mlal_sat_qs8x8</a>(acc31, (char8)a3.s1, b1.s89ABCDEF, FIXED_POINT_POSITION);</div><div class="line"><a name="l01441"></a><span class="lineno"> 1441</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l01442"></a><span class="lineno"> 1442</span>&#160; }</div><div class="line"><a name="l01443"></a><span class="lineno"> 1443</span>&#160;</div><div class="line"><a name="l01444"></a><span class="lineno"> 1444</span>&#160; <span class="comment">// Left-over accumulations</span></div><div class="line"><a name="l01445"></a><span class="lineno"> 1445</span>&#160; <span class="keywordflow">for</span>(; src_addr.s0 &lt; end_row_vec_a; src_addr += (int2)(1, src1_stride_y))</div><div class="line"><a name="l01446"></a><span class="lineno"> 1446</span>&#160; {</div><div class="line"><a name="l01447"></a><span class="lineno"> 1447</span>&#160; <span class="keywordtype">char</span> a0 = *((__global <span class="keywordtype">char</span> *)(src0_ptr + src_addr.s0 + 0 * src0_stride_y));</div><div class="line"><a name="l01448"></a><span class="lineno"> 1448</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l01449"></a><span class="lineno"> 1449</span>&#160; <span class="keywordtype">char</span> a1 = *((__global <span class="keywordtype">char</span> *)(src0_ptr + src_addr.s0 + 1 * src0_stride_y));</div><div class="line"><a name="l01450"></a><span class="lineno"> 1450</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l01451"></a><span class="lineno"> 1451</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l01452"></a><span class="lineno"> 1452</span>&#160; <span class="keywordtype">char</span> a2 = *((__global <span class="keywordtype">char</span> *)(src0_ptr + src_addr.s0 + 2 * src0_stride_y));</div><div class="line"><a name="l01453"></a><span class="lineno"> 1453</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l01454"></a><span class="lineno"> 1454</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l01455"></a><span class="lineno"> 1455</span>&#160; <span class="keywordtype">char</span> a3 = *((__global <span class="keywordtype">char</span> *)(src0_ptr + src_addr.s0 + 3 * src0_stride_y));</div><div class="line"><a name="l01456"></a><span class="lineno"> 1456</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l01457"></a><span class="lineno"> 1457</span>&#160; char16 b0 = vload16(0, (__global <span class="keywordtype">char</span> *)(src1_ptr + src_addr.s1));</div><div class="line"><a name="l01458"></a><span class="lineno"> 1458</span>&#160;</div><div class="line"><a name="l01459"></a><span class="lineno"> 1459</span>&#160; acc00 = <a class="code" href="fixed__point_8h.xhtml#a09f5d764b62b47a1894a4cb71a0a62f6">mlal_sat_qs8x8</a>(acc00, (char8)a0, b0.s01234567, FIXED_POINT_POSITION);</div><div class="line"><a name="l01460"></a><span class="lineno"> 1460</span>&#160; acc01 = <a class="code" href="fixed__point_8h.xhtml#a09f5d764b62b47a1894a4cb71a0a62f6">mlal_sat_qs8x8</a>(acc01, (char8)a0, b0.s89ABCDEF, FIXED_POINT_POSITION);</div><div class="line"><a name="l01461"></a><span class="lineno"> 1461</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l01462"></a><span class="lineno"> 1462</span>&#160; acc10 = <a class="code" href="fixed__point_8h.xhtml#a09f5d764b62b47a1894a4cb71a0a62f6">mlal_sat_qs8x8</a>(acc10, (char8)a1, b0.s01234567, FIXED_POINT_POSITION);</div><div class="line"><a name="l01463"></a><span class="lineno"> 1463</span>&#160; acc11 = <a class="code" href="fixed__point_8h.xhtml#a09f5d764b62b47a1894a4cb71a0a62f6">mlal_sat_qs8x8</a>(acc11, (char8)a1, b0.s89ABCDEF, FIXED_POINT_POSITION);</div><div class="line"><a name="l01464"></a><span class="lineno"> 1464</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l01465"></a><span class="lineno"> 1465</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l01466"></a><span class="lineno"> 1466</span>&#160; acc20 = <a class="code" href="fixed__point_8h.xhtml#a09f5d764b62b47a1894a4cb71a0a62f6">mlal_sat_qs8x8</a>(acc20, (char8)a2, b0.s01234567, FIXED_POINT_POSITION);</div><div class="line"><a name="l01467"></a><span class="lineno"> 1467</span>&#160; acc21 = <a class="code" href="fixed__point_8h.xhtml#a09f5d764b62b47a1894a4cb71a0a62f6">mlal_sat_qs8x8</a>(acc21, (char8)a2, b0.s89ABCDEF, FIXED_POINT_POSITION);</div><div class="line"><a name="l01468"></a><span class="lineno"> 1468</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l01469"></a><span class="lineno"> 1469</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l01470"></a><span class="lineno"> 1470</span>&#160; acc30 = <a class="code" href="fixed__point_8h.xhtml#a09f5d764b62b47a1894a4cb71a0a62f6">mlal_sat_qs8x8</a>(acc30, (char8)a3, b0.s01234567, FIXED_POINT_POSITION);</div><div class="line"><a name="l01471"></a><span class="lineno"> 1471</span>&#160; acc31 = <a class="code" href="fixed__point_8h.xhtml#a09f5d764b62b47a1894a4cb71a0a62f6">mlal_sat_qs8x8</a>(acc31, (char8)a3, b0.s89ABCDEF, FIXED_POINT_POSITION);</div><div class="line"><a name="l01472"></a><span class="lineno"> 1472</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l01473"></a><span class="lineno"> 1473</span>&#160; }</div><div class="line"><a name="l01474"></a><span class="lineno"> 1474</span>&#160;</div><div class="line"><a name="l01475"></a><span class="lineno"> 1475</span>&#160; <span class="comment">// Compute destination address</span></div><div class="line"><a name="l01476"></a><span class="lineno"> 1476</span>&#160; <a class="code" href="struct_image.xhtml">Image</a> dst = <a class="code" href="helpers_8h.xhtml#aebe814363556c244be043b13e7969197">CONVERT_TO_IMAGE_STRUCT</a>(dst);</div><div class="line"><a name="l01477"></a><span class="lineno"> 1477</span>&#160;</div><div class="line"><a name="l01478"></a><span class="lineno"> 1478</span>&#160; <span class="comment">// Multiply by the weight of matrix product and store the result</span></div><div class="line"><a name="l01479"></a><span class="lineno"> 1479</span>&#160; char16 acc_qs8;</div><div class="line"><a name="l01480"></a><span class="lineno"> 1480</span>&#160; acc_qs8 = convert_char16_sat((short16)(acc00, acc01));</div><div class="line"><a name="l01481"></a><span class="lineno"> 1481</span>&#160;<span class="preprocessor">#if defined(ALPHA)</span></div><div class="line"><a name="l01482"></a><span class="lineno"> 1482</span>&#160; acc_qs8 = <a class="code" href="fixed__point_8h.xhtml#a286a2ecb07602fd7268d31c6e88e62a6">mul_sat_qs8x16</a>(acc_qs8, (char16)ALPHA, FIXED_POINT_POSITION);</div><div class="line"><a name="l01483"></a><span class="lineno"> 1483</span>&#160;<span class="preprocessor">#endif // defined(ALPHA)</span></div><div class="line"><a name="l01484"></a><span class="lineno"> 1484</span>&#160; vstore16(acc_qs8, 0, (__global <span class="keywordtype">char</span> *)(<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;dst, 0, 0)));</div><div class="line"><a name="l01485"></a><span class="lineno"> 1485</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l01486"></a><span class="lineno"> 1486</span>&#160; acc_qs8 = convert_char16_sat((short16)(acc10, acc11));</div><div class="line"><a name="l01487"></a><span class="lineno"> 1487</span>&#160;<span class="preprocessor">#if defined(ALPHA)</span></div><div class="line"><a name="l01488"></a><span class="lineno"> 1488</span>&#160; acc_qs8 = <a class="code" href="fixed__point_8h.xhtml#a286a2ecb07602fd7268d31c6e88e62a6">mul_sat_qs8x16</a>(acc_qs8, (char16)ALPHA, FIXED_POINT_POSITION);</div><div class="line"><a name="l01489"></a><span class="lineno"> 1489</span>&#160;<span class="preprocessor">#endif // defined(ALPHA)</span></div><div class="line"><a name="l01490"></a><span class="lineno"> 1490</span>&#160; vstore16(acc_qs8, 0, (__global <span class="keywordtype">char</span> *)(<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;dst, 0, 1)));</div><div class="line"><a name="l01491"></a><span class="lineno"> 1491</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l01492"></a><span class="lineno"> 1492</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l01493"></a><span class="lineno"> 1493</span>&#160; acc_qs8 = convert_char16_sat((short16)(acc20, acc21));</div><div class="line"><a name="l01494"></a><span class="lineno"> 1494</span>&#160;<span class="preprocessor">#if defined(ALPHA)</span></div><div class="line"><a name="l01495"></a><span class="lineno"> 1495</span>&#160; acc_qs8 = <a class="code" href="fixed__point_8h.xhtml#a286a2ecb07602fd7268d31c6e88e62a6">mul_sat_qs8x16</a>(acc_qs8, (char16)ALPHA, FIXED_POINT_POSITION);</div><div class="line"><a name="l01496"></a><span class="lineno"> 1496</span>&#160;<span class="preprocessor">#endif // defined(ALPHA)</span></div><div class="line"><a name="l01497"></a><span class="lineno"> 1497</span>&#160; vstore16(acc_qs8, 0, (__global <span class="keywordtype">char</span> *)(<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;dst, 0, 2)));</div><div class="line"><a name="l01498"></a><span class="lineno"> 1498</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l01499"></a><span class="lineno"> 1499</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l01500"></a><span class="lineno"> 1500</span>&#160; acc_qs8 = convert_char16_sat((short16)(acc30, acc31));</div><div class="line"><a name="l01501"></a><span class="lineno"> 1501</span>&#160;<span class="preprocessor">#if defined(ALPHA)</span></div><div class="line"><a name="l01502"></a><span class="lineno"> 1502</span>&#160; acc_qs8 = <a class="code" href="fixed__point_8h.xhtml#a286a2ecb07602fd7268d31c6e88e62a6">mul_sat_qs8x16</a>(acc_qs8, (char16)ALPHA, FIXED_POINT_POSITION);</div><div class="line"><a name="l01503"></a><span class="lineno"> 1503</span>&#160;<span class="preprocessor">#endif // defined(ALPHA)</span></div><div class="line"><a name="l01504"></a><span class="lineno"> 1504</span>&#160; vstore16(acc_qs8, 0, (__global <span class="keywordtype">char</span> *)(<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;dst, 0, 3)));</div><div class="line"><a name="l01505"></a><span class="lineno"> 1505</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l01506"></a><span class="lineno"> 1506</span>&#160;}</div><div class="line"><a name="l01507"></a><span class="lineno"> 1507</span>&#160;</div><div class="line"><a name="l01535"></a><span class="lineno"> 1535</span>&#160;__kernel <span class="keywordtype">void</span> gemm_mm_qs16(<a class="code" href="helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(src0),</div><div class="line"><a name="l01536"></a><span class="lineno"> 1536</span>&#160; <a class="code" href="helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(src1),</div><div class="line"><a name="l01537"></a><span class="lineno"> 1537</span>&#160; <a class="code" href="helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(dst))</div><div class="line"><a name="l01538"></a><span class="lineno"> 1538</span>&#160;{</div><div class="line"><a name="l01539"></a><span class="lineno"> 1539</span>&#160; <span class="keywordtype">int</span> idx = get_global_id(0) * NUM_ELEMS_PROCESSED_PER_THREAD_X;</div><div class="line"><a name="l01540"></a><span class="lineno"> 1540</span>&#160;</div><div class="line"><a name="l01541"></a><span class="lineno"> 1541</span>&#160; <span class="comment">// Compute starting address for matrix A and Matrix B</span></div><div class="line"><a name="l01542"></a><span class="lineno"> 1542</span>&#160; int2 src_addr = ((int2)(src0_offset_first_element_in_bytes, src1_offset_first_element_in_bytes));</div><div class="line"><a name="l01543"></a><span class="lineno"> 1543</span>&#160;</div><div class="line"><a name="l01544"></a><span class="lineno"> 1544</span>&#160; <span class="comment">// Update address for the matrix A</span></div><div class="line"><a name="l01545"></a><span class="lineno"> 1545</span>&#160; src_addr.s0 += get_global_id(1) * src0_stride_y * NUM_ELEMS_PROCESSED_PER_THREAD_Y;</div><div class="line"><a name="l01546"></a><span class="lineno"> 1546</span>&#160;</div><div class="line"><a name="l01547"></a><span class="lineno"> 1547</span>&#160; <span class="comment">// Update address for the matrix B</span></div><div class="line"><a name="l01548"></a><span class="lineno"> 1548</span>&#160; src_addr.s1 += idx * <span class="keyword">sizeof</span>(short);</div><div class="line"><a name="l01549"></a><span class="lineno"> 1549</span>&#160;</div><div class="line"><a name="l01550"></a><span class="lineno"> 1550</span>&#160; <span class="keywordtype">int</span> end_row_vec_a = src_addr.s0 + (COLS_A * <span class="keyword">sizeof</span>(short));</div><div class="line"><a name="l01551"></a><span class="lineno"> 1551</span>&#160;</div><div class="line"><a name="l01552"></a><span class="lineno"> 1552</span>&#160; int8 acc0 = 0;</div><div class="line"><a name="l01553"></a><span class="lineno"> 1553</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l01554"></a><span class="lineno"> 1554</span>&#160; int8 acc1 = 0;</div><div class="line"><a name="l01555"></a><span class="lineno"> 1555</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l01556"></a><span class="lineno"> 1556</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l01557"></a><span class="lineno"> 1557</span>&#160; int8 acc2 = 0;</div><div class="line"><a name="l01558"></a><span class="lineno"> 1558</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l01559"></a><span class="lineno"> 1559</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l01560"></a><span class="lineno"> 1560</span>&#160; int8 acc3 = 0;</div><div class="line"><a name="l01561"></a><span class="lineno"> 1561</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l01562"></a><span class="lineno"> 1562</span>&#160;</div><div class="line"><a name="l01563"></a><span class="lineno"> 1563</span>&#160; <span class="comment">// This for loop performs 4 accumulations per iteration</span></div><div class="line"><a name="l01564"></a><span class="lineno"> 1564</span>&#160; <span class="keywordflow">for</span>(; src_addr.s0 &lt;= (end_row_vec_a - 2 * (int)<span class="keyword">sizeof</span>(<span class="keywordtype">short</span>)); src_addr += (int2)(2 * <span class="keyword">sizeof</span>(<span class="keywordtype">short</span>), 2 * src1_stride_y))</div><div class="line"><a name="l01565"></a><span class="lineno"> 1565</span>&#160; {</div><div class="line"><a name="l01566"></a><span class="lineno"> 1566</span>&#160; short2 a0 = vload2(0, (__global <span class="keywordtype">short</span> *)(src0_ptr + src_addr.s0 + 0 * src0_stride_y));</div><div class="line"><a name="l01567"></a><span class="lineno"> 1567</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l01568"></a><span class="lineno"> 1568</span>&#160; short2 a1 = vload2(0, (__global <span class="keywordtype">short</span> *)(src0_ptr + src_addr.s0 + 1 * src0_stride_y));</div><div class="line"><a name="l01569"></a><span class="lineno"> 1569</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l01570"></a><span class="lineno"> 1570</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l01571"></a><span class="lineno"> 1571</span>&#160; short2 a2 = vload2(0, (__global <span class="keywordtype">short</span> *)(src0_ptr + src_addr.s0 + 2 * src0_stride_y));</div><div class="line"><a name="l01572"></a><span class="lineno"> 1572</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l01573"></a><span class="lineno"> 1573</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l01574"></a><span class="lineno"> 1574</span>&#160; short2 a3 = vload2(0, (__global <span class="keywordtype">short</span> *)(src0_ptr + src_addr.s0 + 3 * src0_stride_y));</div><div class="line"><a name="l01575"></a><span class="lineno"> 1575</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l01576"></a><span class="lineno"> 1576</span>&#160; short8 b0 = vload8(0, (__global <span class="keywordtype">short</span> *)(src1_ptr + src_addr.s1 + 0 * src1_stride_y));</div><div class="line"><a name="l01577"></a><span class="lineno"> 1577</span>&#160; short8 b1 = vload8(0, (__global <span class="keywordtype">short</span> *)(src1_ptr + src_addr.s1 + 1 * src1_stride_y));</div><div class="line"><a name="l01578"></a><span class="lineno"> 1578</span>&#160;</div><div class="line"><a name="l01579"></a><span class="lineno"> 1579</span>&#160; acc0 = <a class="code" href="fixed__point_8h.xhtml#a50b6bfd3a44a0ac605e88135e230d1e5">mlal_sat_qs16x8</a>(acc0, (short8)a0.s0, b0, FIXED_POINT_POSITION);</div><div class="line"><a name="l01580"></a><span class="lineno"> 1580</span>&#160; acc0 = <a class="code" href="fixed__point_8h.xhtml#a50b6bfd3a44a0ac605e88135e230d1e5">mlal_sat_qs16x8</a>(acc0, (short8)a0.s1, b1, FIXED_POINT_POSITION);</div><div class="line"><a name="l01581"></a><span class="lineno"> 1581</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l01582"></a><span class="lineno"> 1582</span>&#160; acc1 = <a class="code" href="fixed__point_8h.xhtml#a50b6bfd3a44a0ac605e88135e230d1e5">mlal_sat_qs16x8</a>(acc1, (short8)a1.s0, b0, FIXED_POINT_POSITION);</div><div class="line"><a name="l01583"></a><span class="lineno"> 1583</span>&#160; acc1 = <a class="code" href="fixed__point_8h.xhtml#a50b6bfd3a44a0ac605e88135e230d1e5">mlal_sat_qs16x8</a>(acc1, (short8)a1.s1, b1, FIXED_POINT_POSITION);</div><div class="line"><a name="l01584"></a><span class="lineno"> 1584</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l01585"></a><span class="lineno"> 1585</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l01586"></a><span class="lineno"> 1586</span>&#160; acc2 = <a class="code" href="fixed__point_8h.xhtml#a50b6bfd3a44a0ac605e88135e230d1e5">mlal_sat_qs16x8</a>(acc2, (short8)a2.s0, b0, FIXED_POINT_POSITION);</div><div class="line"><a name="l01587"></a><span class="lineno"> 1587</span>&#160; acc2 = <a class="code" href="fixed__point_8h.xhtml#a50b6bfd3a44a0ac605e88135e230d1e5">mlal_sat_qs16x8</a>(acc2, (short8)a2.s1, b1, FIXED_POINT_POSITION);</div><div class="line"><a name="l01588"></a><span class="lineno"> 1588</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l01589"></a><span class="lineno"> 1589</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l01590"></a><span class="lineno"> 1590</span>&#160; acc3 = <a class="code" href="fixed__point_8h.xhtml#a50b6bfd3a44a0ac605e88135e230d1e5">mlal_sat_qs16x8</a>(acc3, (short8)a3.s0, b0, FIXED_POINT_POSITION);</div><div class="line"><a name="l01591"></a><span class="lineno"> 1591</span>&#160; acc3 = <a class="code" href="fixed__point_8h.xhtml#a50b6bfd3a44a0ac605e88135e230d1e5">mlal_sat_qs16x8</a>(acc3, (short8)a3.s1, b1, FIXED_POINT_POSITION);</div><div class="line"><a name="l01592"></a><span class="lineno"> 1592</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l01593"></a><span class="lineno"> 1593</span>&#160; }</div><div class="line"><a name="l01594"></a><span class="lineno"> 1594</span>&#160;</div><div class="line"><a name="l01595"></a><span class="lineno"> 1595</span>&#160; <span class="comment">// Left-over accumulations</span></div><div class="line"><a name="l01596"></a><span class="lineno"> 1596</span>&#160; <span class="keywordflow">for</span>(; src_addr.s0 &lt; end_row_vec_a; src_addr += (int2)(<span class="keyword">sizeof</span>(<span class="keywordtype">short</span>), src1_stride_y))</div><div class="line"><a name="l01597"></a><span class="lineno"> 1597</span>&#160; {</div><div class="line"><a name="l01598"></a><span class="lineno"> 1598</span>&#160; <span class="keywordtype">short</span> a0 = *((__global <span class="keywordtype">short</span> *)(src0_ptr + src_addr.s0 + 0 * src0_stride_y));</div><div class="line"><a name="l01599"></a><span class="lineno"> 1599</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l01600"></a><span class="lineno"> 1600</span>&#160; <span class="keywordtype">short</span> a1 = *((__global <span class="keywordtype">short</span> *)(src0_ptr + src_addr.s0 + 1 * src0_stride_y));</div><div class="line"><a name="l01601"></a><span class="lineno"> 1601</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l01602"></a><span class="lineno"> 1602</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l01603"></a><span class="lineno"> 1603</span>&#160; <span class="keywordtype">short</span> a2 = *((__global <span class="keywordtype">short</span> *)(src0_ptr + src_addr.s0 + 2 * src0_stride_y));</div><div class="line"><a name="l01604"></a><span class="lineno"> 1604</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l01605"></a><span class="lineno"> 1605</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l01606"></a><span class="lineno"> 1606</span>&#160; <span class="keywordtype">short</span> a3 = *((__global <span class="keywordtype">short</span> *)(src0_ptr + src_addr.s0 + 3 * src0_stride_y));</div><div class="line"><a name="l01607"></a><span class="lineno"> 1607</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l01608"></a><span class="lineno"> 1608</span>&#160; short8 b0 = vload8(0, (__global <span class="keywordtype">short</span> *)(src1_ptr + src_addr.s1));</div><div class="line"><a name="l01609"></a><span class="lineno"> 1609</span>&#160;</div><div class="line"><a name="l01610"></a><span class="lineno"> 1610</span>&#160; acc0 = <a class="code" href="fixed__point_8h.xhtml#a50b6bfd3a44a0ac605e88135e230d1e5">mlal_sat_qs16x8</a>(acc0, (short8)a0, b0, FIXED_POINT_POSITION);</div><div class="line"><a name="l01611"></a><span class="lineno"> 1611</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l01612"></a><span class="lineno"> 1612</span>&#160; acc1 = <a class="code" href="fixed__point_8h.xhtml#a50b6bfd3a44a0ac605e88135e230d1e5">mlal_sat_qs16x8</a>(acc1, (short8)a1, b0, FIXED_POINT_POSITION);</div><div class="line"><a name="l01613"></a><span class="lineno"> 1613</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l01614"></a><span class="lineno"> 1614</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l01615"></a><span class="lineno"> 1615</span>&#160; acc2 = <a class="code" href="fixed__point_8h.xhtml#a50b6bfd3a44a0ac605e88135e230d1e5">mlal_sat_qs16x8</a>(acc2, (short8)a2, b0, FIXED_POINT_POSITION);</div><div class="line"><a name="l01616"></a><span class="lineno"> 1616</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l01617"></a><span class="lineno"> 1617</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l01618"></a><span class="lineno"> 1618</span>&#160; acc3 = <a class="code" href="fixed__point_8h.xhtml#a50b6bfd3a44a0ac605e88135e230d1e5">mlal_sat_qs16x8</a>(acc3, (short8)a3, b0, FIXED_POINT_POSITION);</div><div class="line"><a name="l01619"></a><span class="lineno"> 1619</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l01620"></a><span class="lineno"> 1620</span>&#160; }</div><div class="line"><a name="l01621"></a><span class="lineno"> 1621</span>&#160;</div><div class="line"><a name="l01622"></a><span class="lineno"> 1622</span>&#160; <span class="comment">// Compute destination address</span></div><div class="line"><a name="l01623"></a><span class="lineno"> 1623</span>&#160; <a class="code" href="struct_image.xhtml">Image</a> dst = <a class="code" href="helpers_8h.xhtml#aebe814363556c244be043b13e7969197">CONVERT_TO_IMAGE_STRUCT</a>(dst);</div><div class="line"><a name="l01624"></a><span class="lineno"> 1624</span>&#160;</div><div class="line"><a name="l01625"></a><span class="lineno"> 1625</span>&#160; <span class="comment">// Multiply by the weight of matrix product and store the result</span></div><div class="line"><a name="l01626"></a><span class="lineno"> 1626</span>&#160; short8 acc_qs16;</div><div class="line"><a name="l01627"></a><span class="lineno"> 1627</span>&#160; acc_qs16 = convert_short8_sat(acc0);</div><div class="line"><a name="l01628"></a><span class="lineno"> 1628</span>&#160;<span class="preprocessor">#if defined(ALPHA)</span></div><div class="line"><a name="l01629"></a><span class="lineno"> 1629</span>&#160; acc_qs16 = <a class="code" href="fixed__point_8h.xhtml#a93fefd4972b6b9440c8371509b46d19e">mul_sat_qs16x8</a>(acc_qs16, (short8)ALPHA, FIXED_POINT_POSITION);</div><div class="line"><a name="l01630"></a><span class="lineno"> 1630</span>&#160;<span class="preprocessor">#endif // defined(ALPHA)</span></div><div class="line"><a name="l01631"></a><span class="lineno"> 1631</span>&#160; vstore8(acc_qs16, 0, (__global <span class="keywordtype">short</span> *)(<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;dst, 0, 0)));</div><div class="line"><a name="l01632"></a><span class="lineno"> 1632</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l01633"></a><span class="lineno"> 1633</span>&#160; acc_qs16 = convert_short8_sat(acc1);</div><div class="line"><a name="l01634"></a><span class="lineno"> 1634</span>&#160;<span class="preprocessor">#if defined(ALPHA)</span></div><div class="line"><a name="l01635"></a><span class="lineno"> 1635</span>&#160; acc_qs16 = <a class="code" href="fixed__point_8h.xhtml#a93fefd4972b6b9440c8371509b46d19e">mul_sat_qs16x8</a>(acc_qs16, (short8)ALPHA, FIXED_POINT_POSITION);</div><div class="line"><a name="l01636"></a><span class="lineno"> 1636</span>&#160;<span class="preprocessor">#endif // defined(ALPHA)</span></div><div class="line"><a name="l01637"></a><span class="lineno"> 1637</span>&#160; vstore8(acc_qs16, 0, (__global <span class="keywordtype">short</span> *)(<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;dst, 0, 1)));</div><div class="line"><a name="l01638"></a><span class="lineno"> 1638</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 1</span></div><div class="line"><a name="l01639"></a><span class="lineno"> 1639</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l01640"></a><span class="lineno"> 1640</span>&#160; acc_qs16 = convert_short8_sat(acc2);</div><div class="line"><a name="l01641"></a><span class="lineno"> 1641</span>&#160;<span class="preprocessor">#if defined(ALPHA)</span></div><div class="line"><a name="l01642"></a><span class="lineno"> 1642</span>&#160; acc_qs16 = <a class="code" href="fixed__point_8h.xhtml#a93fefd4972b6b9440c8371509b46d19e">mul_sat_qs16x8</a>(acc_qs16, (short8)ALPHA, FIXED_POINT_POSITION);</div><div class="line"><a name="l01643"></a><span class="lineno"> 1643</span>&#160;<span class="preprocessor">#endif // defined(ALPHA)</span></div><div class="line"><a name="l01644"></a><span class="lineno"> 1644</span>&#160; vstore8(acc_qs16, 0, (__global <span class="keywordtype">short</span> *)(<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;dst, 0, 2)));</div><div class="line"><a name="l01645"></a><span class="lineno"> 1645</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 2</span></div><div class="line"><a name="l01646"></a><span class="lineno"> 1646</span>&#160;<span class="preprocessor">#if NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l01647"></a><span class="lineno"> 1647</span>&#160; acc_qs16 = convert_short8_sat(acc3);</div><div class="line"><a name="l01648"></a><span class="lineno"> 1648</span>&#160;<span class="preprocessor">#if defined(ALPHA)</span></div><div class="line"><a name="l01649"></a><span class="lineno"> 1649</span>&#160; acc_qs16 = <a class="code" href="fixed__point_8h.xhtml#a93fefd4972b6b9440c8371509b46d19e">mul_sat_qs16x8</a>(acc_qs16, (short8)ALPHA, FIXED_POINT_POSITION);</div><div class="line"><a name="l01650"></a><span class="lineno"> 1650</span>&#160;<span class="preprocessor">#endif // defined(ALPHA)</span></div><div class="line"><a name="l01651"></a><span class="lineno"> 1651</span>&#160; vstore8(acc_qs16, 0, (__global <span class="keywordtype">short</span> *)(<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;dst, 0, 3)));</div><div class="line"><a name="l01652"></a><span class="lineno"> 1652</span>&#160;<span class="preprocessor">#endif // NUM_ELEMS_PROCESSED_PER_THREAD_Y &gt; 3</span></div><div class="line"><a name="l01653"></a><span class="lineno"> 1653</span>&#160;}</div><div class="line"><a name="l01654"></a><span class="lineno"> 1654</span>&#160;<span class="preprocessor">#endif // defined(FIXED_POINT_POSITION)</span></div><div class="line"><a name="l01655"></a><span class="lineno"> 1655</span>&#160;<span class="preprocessor">#endif // defined(COLS_A) &amp;&amp; defined(NUM_ELEMS_PROCESSED_PER_THREAD_X) &amp;&amp; (NUM_ELEMS_PROCESSED_PER_THREAD_Y)</span></div><div class="line"><a name="l01656"></a><span class="lineno"> 1656</span>&#160;</div><div class="line"><a name="l01657"></a><span class="lineno"> 1657</span>&#160;<span class="preprocessor">#if defined(BETA)</span></div><div class="line"><a name="l01658"></a><span class="lineno"> 1658</span>&#160;</div><div class="line"><a name="l01675"></a><span class="lineno"> 1675</span>&#160;__kernel <span class="keywordtype">void</span> gemm_ma_f32(<a class="code" href="helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(src),</div><div class="line"><a name="l01676"></a><span class="lineno"> 1676</span>&#160; <a class="code" href="helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(dst))</div><div class="line"><a name="l01677"></a><span class="lineno"> 1677</span>&#160;{</div><div class="line"><a name="l01678"></a><span class="lineno"> 1678</span>&#160; <span class="comment">// Compute source and destination addresses</span></div><div class="line"><a name="l01679"></a><span class="lineno"> 1679</span>&#160; <a class="code" href="struct_image.xhtml">Image</a> src = <a class="code" href="helpers_8h.xhtml#aebe814363556c244be043b13e7969197">CONVERT_TO_IMAGE_STRUCT</a>(src);</div><div class="line"><a name="l01680"></a><span class="lineno"> 1680</span>&#160; <a class="code" href="struct_image.xhtml">Image</a> dst = <a class="code" href="helpers_8h.xhtml#aebe814363556c244be043b13e7969197">CONVERT_TO_IMAGE_STRUCT</a>(dst);</div><div class="line"><a name="l01681"></a><span class="lineno"> 1681</span>&#160;</div><div class="line"><a name="l01682"></a><span class="lineno"> 1682</span>&#160; <span class="comment">// Load values from A x B</span></div><div class="line"><a name="l01683"></a><span class="lineno"> 1683</span>&#160; float4 alpha_ab = vload4(0, (__global <span class="keywordtype">float</span> *)dst.<a class="code" href="struct_image.xhtml#acf52c23cbd7424606c10a606524e3e32">ptr</a>);</div><div class="line"><a name="l01684"></a><span class="lineno"> 1684</span>&#160;</div><div class="line"><a name="l01685"></a><span class="lineno"> 1685</span>&#160; <span class="comment">// Load values from Matrix C</span></div><div class="line"><a name="l01686"></a><span class="lineno"> 1686</span>&#160; float4 <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">c</a> = vload4(0, (__global <span class="keywordtype">float</span> *)src.<a class="code" href="struct_image.xhtml#acf52c23cbd7424606c10a606524e3e32">ptr</a>);</div><div class="line"><a name="l01687"></a><span class="lineno"> 1687</span>&#160;</div><div class="line"><a name="l01688"></a><span class="lineno"> 1688</span>&#160; <span class="comment">// Computes alpha * axb + beta * c</span></div><div class="line"><a name="l01689"></a><span class="lineno"> 1689</span>&#160; float4 out = alpha_ab + (float4)BETA * c;</div><div class="line"><a name="l01690"></a><span class="lineno"> 1690</span>&#160;</div><div class="line"><a name="l01691"></a><span class="lineno"> 1691</span>&#160; <span class="comment">// Store final result in axb matrix</span></div><div class="line"><a name="l01692"></a><span class="lineno"> 1692</span>&#160; vstore4(out, 0, (__global <span class="keywordtype">float</span> *)dst.<a class="code" href="struct_image.xhtml#acf52c23cbd7424606c10a606524e3e32">ptr</a>);</div><div class="line"><a name="l01693"></a><span class="lineno"> 1693</span>&#160;}</div><div class="line"><a name="l01694"></a><span class="lineno"> 1694</span>&#160;</div><div class="line"><a name="l01712"></a><span class="lineno"> 1712</span>&#160;__kernel <span class="keywordtype">void</span> gemm_ma_f16(<a class="code" href="helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(src),</div><div class="line"><a name="l01713"></a><span class="lineno"> 1713</span>&#160; <a class="code" href="helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(dst))</div><div class="line"><a name="l01714"></a><span class="lineno"> 1714</span>&#160;{</div><div class="line"><a name="l01715"></a><span class="lineno"> 1715</span>&#160; <span class="comment">// Compute source and destination addresses</span></div><div class="line"><a name="l01716"></a><span class="lineno"> 1716</span>&#160; <a class="code" href="struct_image.xhtml">Image</a> src = <a class="code" href="helpers_8h.xhtml#aebe814363556c244be043b13e7969197">CONVERT_TO_IMAGE_STRUCT</a>(src);</div><div class="line"><a name="l01717"></a><span class="lineno"> 1717</span>&#160; <a class="code" href="struct_image.xhtml">Image</a> dst = <a class="code" href="helpers_8h.xhtml#aebe814363556c244be043b13e7969197">CONVERT_TO_IMAGE_STRUCT</a>(dst);</div><div class="line"><a name="l01718"></a><span class="lineno"> 1718</span>&#160;</div><div class="line"><a name="l01719"></a><span class="lineno"> 1719</span>&#160; <span class="comment">// Load values from A x B</span></div><div class="line"><a name="l01720"></a><span class="lineno"> 1720</span>&#160; half8 alpha_ab = vload8(0, (__global <a class="code" href="namespacearm__compute.xhtml#a73e2825fd61d349c5ca2f5313e3c8ea1">half</a> *)dst.<a class="code" href="struct_image.xhtml#acf52c23cbd7424606c10a606524e3e32">ptr</a>);</div><div class="line"><a name="l01721"></a><span class="lineno"> 1721</span>&#160;</div><div class="line"><a name="l01722"></a><span class="lineno"> 1722</span>&#160; <span class="comment">// Load values from Matrix C</span></div><div class="line"><a name="l01723"></a><span class="lineno"> 1723</span>&#160; half8 c = vload8(0, (__global <a class="code" href="namespacearm__compute.xhtml#a73e2825fd61d349c5ca2f5313e3c8ea1">half</a> *)src.<a class="code" href="struct_image.xhtml#acf52c23cbd7424606c10a606524e3e32">ptr</a>);</div><div class="line"><a name="l01724"></a><span class="lineno"> 1724</span>&#160;</div><div class="line"><a name="l01725"></a><span class="lineno"> 1725</span>&#160; <span class="comment">// Computes alpha * axb + beta * c</span></div><div class="line"><a name="l01726"></a><span class="lineno"> 1726</span>&#160; half8 out = alpha_ab + (half8)BETA * c;</div><div class="line"><a name="l01727"></a><span class="lineno"> 1727</span>&#160;</div><div class="line"><a name="l01728"></a><span class="lineno"> 1728</span>&#160; <span class="comment">// Store final result in axb matrix</span></div><div class="line"><a name="l01729"></a><span class="lineno"> 1729</span>&#160; vstore8(out, 0, (__global <a class="code" href="namespacearm__compute.xhtml#a73e2825fd61d349c5ca2f5313e3c8ea1">half</a> *)dst.<a class="code" href="struct_image.xhtml#acf52c23cbd7424606c10a606524e3e32">ptr</a>);</div><div class="line"><a name="l01730"></a><span class="lineno"> 1730</span>&#160;}</div><div class="line"><a name="l01731"></a><span class="lineno"> 1731</span>&#160;</div><div class="line"><a name="l01732"></a><span class="lineno"> 1732</span>&#160;<span class="preprocessor">#if defined(FIXED_POINT_POSITION)</span></div><div class="line"><a name="l01733"></a><span class="lineno"> 1733</span>&#160;</div><div class="line"><a name="l01752"></a><span class="lineno"> 1752</span>&#160;__kernel <span class="keywordtype">void</span> gemm_ma_qs8(<a class="code" href="helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(src),</div><div class="line"><a name="l01753"></a><span class="lineno"> 1753</span>&#160; <a class="code" href="helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(dst))</div><div class="line"><a name="l01754"></a><span class="lineno"> 1754</span>&#160;{</div><div class="line"><a name="l01755"></a><span class="lineno"> 1755</span>&#160; <span class="comment">// Compute source and destination addresses</span></div><div class="line"><a name="l01756"></a><span class="lineno"> 1756</span>&#160; <a class="code" href="struct_image.xhtml">Image</a> src = <a class="code" href="helpers_8h.xhtml#aebe814363556c244be043b13e7969197">CONVERT_TO_IMAGE_STRUCT</a>(src);</div><div class="line"><a name="l01757"></a><span class="lineno"> 1757</span>&#160; <a class="code" href="struct_image.xhtml">Image</a> dst = <a class="code" href="helpers_8h.xhtml#aebe814363556c244be043b13e7969197">CONVERT_TO_IMAGE_STRUCT</a>(dst);</div><div class="line"><a name="l01758"></a><span class="lineno"> 1758</span>&#160;</div><div class="line"><a name="l01759"></a><span class="lineno"> 1759</span>&#160; <span class="comment">// Load values from A x B</span></div><div class="line"><a name="l01760"></a><span class="lineno"> 1760</span>&#160; char16 alpha_ab = vload16(0, (__global <span class="keywordtype">char</span> *)dst.<a class="code" href="struct_image.xhtml#acf52c23cbd7424606c10a606524e3e32">ptr</a>);</div><div class="line"><a name="l01761"></a><span class="lineno"> 1761</span>&#160;</div><div class="line"><a name="l01762"></a><span class="lineno"> 1762</span>&#160; <span class="comment">// Load values from Matrix C</span></div><div class="line"><a name="l01763"></a><span class="lineno"> 1763</span>&#160; char16 c = vload16(0, (__global <span class="keywordtype">char</span> *)src.<a class="code" href="struct_image.xhtml#acf52c23cbd7424606c10a606524e3e32">ptr</a>);</div><div class="line"><a name="l01764"></a><span class="lineno"> 1764</span>&#160;</div><div class="line"><a name="l01765"></a><span class="lineno"> 1765</span>&#160; <span class="comment">// Computes alpha * axb + beta * c</span></div><div class="line"><a name="l01766"></a><span class="lineno"> 1766</span>&#160; char16 out = <a class="code" href="fixed__point_8h.xhtml#ad59f32bf4f61044a698ff4da02080e5a">mla_sat_qs8x16</a>(alpha_ab, (char16)BETA, c, FIXED_POINT_POSITION);</div><div class="line"><a name="l01767"></a><span class="lineno"> 1767</span>&#160;</div><div class="line"><a name="l01768"></a><span class="lineno"> 1768</span>&#160; <span class="comment">// Store final result in axb matrix</span></div><div class="line"><a name="l01769"></a><span class="lineno"> 1769</span>&#160; vstore16(out, 0, (__global <span class="keywordtype">char</span> *)dst.<a class="code" href="struct_image.xhtml#acf52c23cbd7424606c10a606524e3e32">ptr</a>);</div><div class="line"><a name="l01770"></a><span class="lineno"> 1770</span>&#160;}</div><div class="line"><a name="l01771"></a><span class="lineno"> 1771</span>&#160;</div><div class="line"><a name="l01791"></a><span class="lineno"> 1791</span>&#160;__kernel <span class="keywordtype">void</span> gemm_ma_qs16(<a class="code" href="helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(src),</div><div class="line"><a name="l01792"></a><span class="lineno"> 1792</span>&#160; <a class="code" href="helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(dst))</div><div class="line"><a name="l01793"></a><span class="lineno"> 1793</span>&#160;{</div><div class="line"><a name="l01794"></a><span class="lineno"> 1794</span>&#160; <span class="comment">// Compute source and destination addresses</span></div><div class="line"><a name="l01795"></a><span class="lineno"> 1795</span>&#160; <a class="code" href="struct_image.xhtml">Image</a> src = <a class="code" href="helpers_8h.xhtml#aebe814363556c244be043b13e7969197">CONVERT_TO_IMAGE_STRUCT</a>(src);</div><div class="line"><a name="l01796"></a><span class="lineno"> 1796</span>&#160; <a class="code" href="struct_image.xhtml">Image</a> dst = <a class="code" href="helpers_8h.xhtml#aebe814363556c244be043b13e7969197">CONVERT_TO_IMAGE_STRUCT</a>(dst);</div><div class="line"><a name="l01797"></a><span class="lineno"> 1797</span>&#160;</div><div class="line"><a name="l01798"></a><span class="lineno"> 1798</span>&#160; <span class="comment">// Load values from A x B</span></div><div class="line"><a name="l01799"></a><span class="lineno"> 1799</span>&#160; short8 alpha_ab = vload8(0, (__global <span class="keywordtype">short</span> *)dst.<a class="code" href="struct_image.xhtml#acf52c23cbd7424606c10a606524e3e32">ptr</a>);</div><div class="line"><a name="l01800"></a><span class="lineno"> 1800</span>&#160;</div><div class="line"><a name="l01801"></a><span class="lineno"> 1801</span>&#160; <span class="comment">// Load values from Matrix C</span></div><div class="line"><a name="l01802"></a><span class="lineno"> 1802</span>&#160; short8 c = vload8(0, (__global <span class="keywordtype">short</span> *)src.<a class="code" href="struct_image.xhtml#acf52c23cbd7424606c10a606524e3e32">ptr</a>);</div><div class="line"><a name="l01803"></a><span class="lineno"> 1803</span>&#160;</div><div class="line"><a name="l01804"></a><span class="lineno"> 1804</span>&#160; <span class="comment">// Computes alpha * axb + beta * c</span></div><div class="line"><a name="l01805"></a><span class="lineno"> 1805</span>&#160; short8 out = <a class="code" href="fixed__point_8h.xhtml#a7a3c295a894e0529251bd4529b36a574">mla_sat_qs16x8</a>(alpha_ab, (short8)BETA, c, FIXED_POINT_POSITION);</div><div class="line"><a name="l01806"></a><span class="lineno"> 1806</span>&#160;</div><div class="line"><a name="l01807"></a><span class="lineno"> 1807</span>&#160; <span class="comment">// Store final result in axb matrix</span></div><div class="line"><a name="l01808"></a><span class="lineno"> 1808</span>&#160; vstore8(out, 0, (__global <span class="keywordtype">short</span> *)dst.<a class="code" href="struct_image.xhtml#acf52c23cbd7424606c10a606524e3e32">ptr</a>);</div><div class="line"><a name="l01809"></a><span class="lineno"> 1809</span>&#160;}</div><div class="line"><a name="l01810"></a><span class="lineno"> 1810</span>&#160;<span class="preprocessor">#endif // defined(FIXED_POINT_POSITION)</span></div><div class="line"><a name="l01811"></a><span class="lineno"> 1811</span>&#160;<span class="preprocessor">#endif // defined(BETA)</span></div><div class="line"><a name="l01812"></a><span class="lineno"> 1812</span>&#160;</div><div class="line"><a name="l01813"></a><span class="lineno"> 1813</span>&#160;<span class="preprocessor">#if defined(WIDTH_VECTOR_A)</span></div><div class="line"><a name="l01814"></a><span class="lineno"> 1814</span>&#160;</div><div class="line"><a name="l01841"></a><span class="lineno"> 1841</span>&#160;__kernel <span class="keywordtype">void</span> gemm_lc_vm_f32(<a class="code" href="helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(src0),</div><div class="line"><a name="l01842"></a><span class="lineno"> 1842</span>&#160; <a class="code" href="helpers_8h.xhtml#a6b83038822d1ae7ab619b684ed3b7fc0">TENSOR3D_DECLARATION</a>(src1),</div><div class="line"><a name="l01843"></a><span class="lineno"> 1843</span>&#160; <a class="code" href="helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(dst))</div><div class="line"><a name="l01844"></a><span class="lineno"> 1844</span>&#160;{</div><div class="line"><a name="l01845"></a><span class="lineno"> 1845</span>&#160; <span class="keywordtype">int</span> idx = get_global_id(0) * 4;</div><div class="line"><a name="l01846"></a><span class="lineno"> 1846</span>&#160; <span class="keywordtype">int</span> idy = get_global_id(1);</div><div class="line"><a name="l01847"></a><span class="lineno"> 1847</span>&#160;</div><div class="line"><a name="l01848"></a><span class="lineno"> 1848</span>&#160; <span class="comment">// Compute the address for the vector A and matrix B</span></div><div class="line"><a name="l01849"></a><span class="lineno"> 1849</span>&#160; int2 src_addr = ((int2)(src0_offset_first_element_in_bytes + src0_stride_y * idy, src1_offset_first_element_in_bytes + src1_stride_z * idy));</div><div class="line"><a name="l01850"></a><span class="lineno"> 1850</span>&#160; src_addr.s1 += idx * <span class="keyword">sizeof</span>(float);</div><div class="line"><a name="l01851"></a><span class="lineno"> 1851</span>&#160;</div><div class="line"><a name="l01852"></a><span class="lineno"> 1852</span>&#160; <span class="keywordtype">int</span> end_row_vec_a = src_addr.s0 + (WIDTH_VECTOR_A * <span class="keyword">sizeof</span>(float));</div><div class="line"><a name="l01853"></a><span class="lineno"> 1853</span>&#160;</div><div class="line"><a name="l01854"></a><span class="lineno"> 1854</span>&#160; float4 acc = 0.0f;</div><div class="line"><a name="l01855"></a><span class="lineno"> 1855</span>&#160;</div><div class="line"><a name="l01856"></a><span class="lineno"> 1856</span>&#160; <span class="keywordflow">for</span>(; src_addr.s0 &lt;= (end_row_vec_a - 2 * (int)<span class="keyword">sizeof</span>(<span class="keywordtype">float</span>)); src_addr += (int2)(2 * <span class="keyword">sizeof</span>(<span class="keywordtype">float</span>), 2 * src1_stride_y))</div><div class="line"><a name="l01857"></a><span class="lineno"> 1857</span>&#160; {</div><div class="line"><a name="l01858"></a><span class="lineno"> 1858</span>&#160; float2 a0 = vload2(0, (__global <span class="keywordtype">float</span> *)(src0_ptr + src_addr.s0));</div><div class="line"><a name="l01859"></a><span class="lineno"> 1859</span>&#160; float4 b0 = vload4(0, (__global <span class="keywordtype">float</span> *)(src1_ptr + src_addr.s1));</div><div class="line"><a name="l01860"></a><span class="lineno"> 1860</span>&#160; float4 b1 = vload4(0, (__global <span class="keywordtype">float</span> *)(src1_ptr + src_addr.s1 + src1_stride_y));</div><div class="line"><a name="l01861"></a><span class="lineno"> 1861</span>&#160;</div><div class="line"><a name="l01862"></a><span class="lineno"> 1862</span>&#160; acc += b0 * (float4)a0.s0;</div><div class="line"><a name="l01863"></a><span class="lineno"> 1863</span>&#160; acc += b1 * (float4)a0.s1;</div><div class="line"><a name="l01864"></a><span class="lineno"> 1864</span>&#160; }</div><div class="line"><a name="l01865"></a><span class="lineno"> 1865</span>&#160;</div><div class="line"><a name="l01866"></a><span class="lineno"> 1866</span>&#160; <span class="keywordflow">for</span>(; src_addr.s0 &lt; end_row_vec_a; src_addr += (int2)(<span class="keyword">sizeof</span>(<span class="keywordtype">float</span>), src1_stride_y))</div><div class="line"><a name="l01867"></a><span class="lineno"> 1867</span>&#160; {</div><div class="line"><a name="l01868"></a><span class="lineno"> 1868</span>&#160; <span class="keywordtype">float</span> a0 = *((__global <span class="keywordtype">float</span> *)(src0_ptr + src_addr.s0));</div><div class="line"><a name="l01869"></a><span class="lineno"> 1869</span>&#160; float4 b0 = vload4(0, (__global <span class="keywordtype">float</span> *)(src1_ptr + src_addr.s1));</div><div class="line"><a name="l01870"></a><span class="lineno"> 1870</span>&#160;</div><div class="line"><a name="l01871"></a><span class="lineno"> 1871</span>&#160; acc += b0 * (float4)a0;</div><div class="line"><a name="l01872"></a><span class="lineno"> 1872</span>&#160; }</div><div class="line"><a name="l01873"></a><span class="lineno"> 1873</span>&#160;</div><div class="line"><a name="l01874"></a><span class="lineno"> 1874</span>&#160; <span class="comment">// Compute destination address</span></div><div class="line"><a name="l01875"></a><span class="lineno"> 1875</span>&#160; <a class="code" href="struct_image.xhtml">Image</a> dst = <a class="code" href="helpers_8h.xhtml#aebe814363556c244be043b13e7969197">CONVERT_TO_IMAGE_STRUCT</a>(dst);</div><div class="line"><a name="l01876"></a><span class="lineno"> 1876</span>&#160;</div><div class="line"><a name="l01877"></a><span class="lineno"> 1877</span>&#160; vstore4(acc, 0, (__global <span class="keywordtype">float</span> *)(<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;dst, 0, 0)));</div><div class="line"><a name="l01878"></a><span class="lineno"> 1878</span>&#160;}</div><div class="line"><a name="l01879"></a><span class="lineno"> 1879</span>&#160;<span class="preprocessor">#endif // defined(WIDTH_VECTOR_A)</span></div><div class="line"><a name="l01880"></a><span class="lineno"> 1880</span>&#160;</div><div class="line"><a name="l01897"></a><span class="lineno"> 1897</span>&#160;<span class="preprocessor">#if defined(DATA_TYPE) &amp;&amp; defined(VECTOR_SIZE)</span></div><div class="line"><a name="l01898"></a><span class="lineno"> 1898</span>&#160;__kernel <span class="keywordtype">void</span> gemm_accumulate_biases(</div><div class="line"><a name="l01899"></a><span class="lineno"> 1899</span>&#160; <a class="code" href="helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a>(accum),</div><div class="line"><a name="l01900"></a><span class="lineno"> 1900</span>&#160; <a class="code" href="helpers_8h.xhtml#a40a6eb9f2a7712f08d6bb8ff6c9e6ca7">VECTOR_DECLARATION</a>(biases))</div><div class="line"><a name="l01901"></a><span class="lineno"> 1901</span>&#160;{</div><div class="line"><a name="l01902"></a><span class="lineno"> 1902</span>&#160; <a class="code" href="struct_image.xhtml">Image</a> accum = <a class="code" href="helpers_8h.xhtml#aebe814363556c244be043b13e7969197">CONVERT_TO_IMAGE_STRUCT</a>(accum);</div><div class="line"><a name="l01903"></a><span class="lineno"> 1903</span>&#160; <a class="code" href="struct_vector.xhtml">Vector</a> biases = <a class="code" href="helpers_8h.xhtml#a527bfdf5eeb306f1cf01c4a8e29f38e0">CONVERT_TO_VECTOR_STRUCT</a>(biases);</div><div class="line"><a name="l01904"></a><span class="lineno"> 1904</span>&#160;</div><div class="line"><a name="l01905"></a><span class="lineno"> 1905</span>&#160; <span class="comment">// Vector size, i.e. number of vector elements.</span></div><div class="line"><a name="l01906"></a><span class="lineno"> 1906</span>&#160; <a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE, <a class="code" href="softmax__layer_8cl.xhtml#a7c78836761fa3b5b124efea237dac70f">VECTOR_SIZE</a>)</div><div class="line"><a name="l01907"></a><span class="lineno"> 1907</span>&#160; accum_value = <a class="code" href="helpers_8h.xhtml#a287e2fc366c312b468382c95bb90f91f">VLOAD</a>(<a class="code" href="softmax__layer_8cl.xhtml#a7c78836761fa3b5b124efea237dac70f">VECTOR_SIZE</a>)(0, (__global DATA_TYPE *)accum.ptr);</div><div class="line"><a name="l01908"></a><span class="lineno"> 1908</span>&#160; <a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE, VECTOR_SIZE)</div><div class="line"><a name="l01909"></a><span class="lineno"> 1909</span>&#160; biases_value = <a class="code" href="helpers_8h.xhtml#a287e2fc366c312b468382c95bb90f91f">VLOAD</a>(VECTOR_SIZE)(0, (__global DATA_TYPE *)biases.ptr);</div><div class="line"><a name="l01910"></a><span class="lineno"> 1910</span>&#160;<span class="preprocessor">#ifdef FIXED_POINT_POSITION</span></div><div class="line"><a name="l01911"></a><span class="lineno"> 1911</span>&#160; accum_value = <a class="code" href="fixed__point_8h.xhtml#a6b1acbaff6cb3bad4edda9a93dac1f9e">ADD_SAT_OP_EXPAND</a>(biases_value, accum_value, DATA_TYPE, VECTOR_SIZE);</div><div class="line"><a name="l01912"></a><span class="lineno"> 1912</span>&#160;<span class="preprocessor">#else // FIXED_POINT_POSITION</span></div><div class="line"><a name="l01913"></a><span class="lineno"> 1913</span>&#160; accum_value = biases_value + accum_value;</div><div class="line"><a name="l01914"></a><span class="lineno"> 1914</span>&#160;<span class="preprocessor">#endif // FIXED_POINT_POSITION</span></div><div class="line"><a name="l01915"></a><span class="lineno"> 1915</span>&#160; <span class="comment">// Store result in the accumulate buffer</span></div><div class="line"><a name="l01916"></a><span class="lineno"> 1916</span>&#160; <a class="code" href="helpers_8h.xhtml#acb282042d1edeeaa3cc979a206f78b54">VSTORE</a>(VECTOR_SIZE)</div><div class="line"><a name="l01917"></a><span class="lineno"> 1917</span>&#160; (accum_value, 0, (__global DATA_TYPE *)accum.<a class="code" href="struct_image.xhtml#acf52c23cbd7424606c10a606524e3e32">ptr</a>);</div><div class="line"><a name="l01918"></a><span class="lineno"> 1918</span>&#160;}</div><div class="line"><a name="l01919"></a><span class="lineno"> 1919</span>&#160;<span class="preprocessor">#endif // defined(DATA_TYPE) &amp;&amp; defined(VECTOR_SIZE)</span></div><div class="ttc" id="struct_vector_xhtml"><div class="ttname"><a href="struct_vector.xhtml">Vector</a></div><div class="ttdoc">Structure to hold Vector information. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00132">helpers.h:132</a></div></div>
<div class="ttc" id="fixed__point_8h_xhtml_a286a2ecb07602fd7268d31c6e88e62a6"><div class="ttname"><a href="fixed__point_8h.xhtml#a286a2ecb07602fd7268d31c6e88e62a6">mul_sat_qs8x16</a></div><div class="ttdeci">qs8x16 mul_sat_qs8x16(qs8x16 VopA, qs8x16 VopB, int fixed_point_position)</div><div class="ttdef"><b>Definition:</b> <a href="fixed__point_8h_source.xhtml#l00249">fixed_point.h:249</a></div></div>
<div class="ttc" id="fixed__point_8h_xhtml_a93fefd4972b6b9440c8371509b46d19e"><div class="ttname"><a href="fixed__point_8h.xhtml#a93fefd4972b6b9440c8371509b46d19e">mul_sat_qs16x8</a></div><div class="ttdeci">qs16x8 mul_sat_qs16x8(qs16x8 VopA, qs16x8 VopB, int fixed_point_position)</div><div class="ttdef"><b>Definition:</b> <a href="fixed__point_8h_source.xhtml#l00254">fixed_point.h:254</a></div></div>
<div class="ttc" id="helpers_8h_xhtml_a287e2fc366c312b468382c95bb90f91f"><div class="ttname"><a href="helpers_8h.xhtml#a287e2fc366c312b468382c95bb90f91f">VLOAD</a></div><div class="ttdeci">#define VLOAD(size)</div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00040">helpers.h:40</a></div></div>
<div class="ttc" id="helpers_8h_xhtml_a527bfdf5eeb306f1cf01c4a8e29f38e0"><div class="ttname"><a href="helpers_8h.xhtml#a527bfdf5eeb306f1cf01c4a8e29f38e0">CONVERT_TO_VECTOR_STRUCT</a></div><div class="ttdeci">#define CONVERT_TO_VECTOR_STRUCT(name)</div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00096">helpers.h:96</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_xhtml_a73e2825fd61d349c5ca2f5313e3c8ea1"><div class="ttname"><a href="namespacearm__compute.xhtml#a73e2825fd61d349c5ca2f5313e3c8ea1">arm_compute::half</a></div><div class="ttdeci">half_float::half half</div><div class="ttdoc">16-bit floating point type </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_types_8h_source.xhtml#l00044">Types.h:44</a></div></div>
<div class="ttc" id="helpers_8h_xhtml_a22f42fcf2077d951271df83b55c1a71a"><div class="ttname"><a href="helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">IMAGE_DECLARATION</a></div><div class="ttdeci">#define IMAGE_DECLARATION(name)</div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00066">helpers.h:66</a></div></div>
<div class="ttc" id="fixed__point_8h_xhtml_ad59f32bf4f61044a698ff4da02080e5a"><div class="ttname"><a href="fixed__point_8h.xhtml#ad59f32bf4f61044a698ff4da02080e5a">mla_sat_qs8x16</a></div><div class="ttdeci">qs8x16 mla_sat_qs8x16(qs8x16 VopA, qs8x16 VopB, qs8x16 VopC, int fixed_point_position)</div><div class="ttdef"><b>Definition:</b> <a href="fixed__point_8h_source.xhtml#l00275">fixed_point.h:275</a></div></div>
<div class="ttc" id="helpers_8h_xhtml_a009469e4d9b8fce3b6d5e97d2077827d"><div class="ttname"><a href="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="helpers_8h_source.xhtml#l00301">helpers.h:301</a></div></div>
<div class="ttc" id="helpers_8h_xhtml_acb282042d1edeeaa3cc979a206f78b54"><div class="ttname"><a href="helpers_8h.xhtml#acb282042d1edeeaa3cc979a206f78b54">VSTORE</a></div><div class="ttdeci">#define VSTORE(size)</div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00043">helpers.h:43</a></div></div>
<div class="ttc" id="fixed__point_8h_xhtml_a7a3c295a894e0529251bd4529b36a574"><div class="ttname"><a href="fixed__point_8h.xhtml#a7a3c295a894e0529251bd4529b36a574">mla_sat_qs16x8</a></div><div class="ttdeci">qs16x8 mla_sat_qs16x8(qs16x8 VopA, qs16x8 VopB, qs16x8 VopC, int fixed_point_position)</div><div class="ttdef"><b>Definition:</b> <a href="fixed__point_8h_source.xhtml#l00276">fixed_point.h:276</a></div></div>
<div class="ttc" id="helpers_8h_xhtml"><div class="ttname"><a href="helpers_8h.xhtml">helpers.h</a></div></div>
<div class="ttc" id="helpers_8h_xhtml_aebe814363556c244be043b13e7969197"><div class="ttname"><a href="helpers_8h.xhtml#aebe814363556c244be043b13e7969197">CONVERT_TO_IMAGE_STRUCT</a></div><div class="ttdeci">#define CONVERT_TO_IMAGE_STRUCT(name)</div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00102">helpers.h:102</a></div></div>
<div class="ttc" id="softmax__layer_8cl_xhtml_a7c78836761fa3b5b124efea237dac70f"><div class="ttname"><a href="softmax__layer_8cl.xhtml#a7c78836761fa3b5b124efea237dac70f">VECTOR_SIZE</a></div><div class="ttdeci">#define VECTOR_SIZE</div><div class="ttdef"><b>Definition:</b> <a href="softmax__layer_8cl_source.xhtml#l00079">softmax_layer.cl:79</a></div></div>
<div class="ttc" id="fixed__point_8h_xhtml_a50b6bfd3a44a0ac605e88135e230d1e5"><div class="ttname"><a href="fixed__point_8h.xhtml#a50b6bfd3a44a0ac605e88135e230d1e5">mlal_sat_qs16x8</a></div><div class="ttdeci">qs32x8 mlal_sat_qs16x8(qs32x8 VopA, qs16x8 VopB, qs16x8 VopC, int fixed_point_position)</div><div class="ttdef"><b>Definition:</b> <a href="fixed__point_8h_source.xhtml#l00296">fixed_point.h:296</a></div></div>
<div class="ttc" id="fixed__point_8h_xhtml"><div class="ttname"><a href="fixed__point_8h.xhtml">fixed_point.h</a></div></div>
<div class="ttc" id="helpers_8h_xhtml_a40a6eb9f2a7712f08d6bb8ff6c9e6ca7"><div class="ttname"><a href="helpers_8h.xhtml#a40a6eb9f2a7712f08d6bb8ff6c9e6ca7">VECTOR_DECLARATION</a></div><div class="ttdeci">#define VECTOR_DECLARATION(name)</div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00060">helpers.h:60</a></div></div>
<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_adbf67dcee294e673cf796f1ed8aeb6a4"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#adbf67dcee294e673cf796f1ed8aeb6a4">arm_compute::test::validation::dst</a></div><div class="ttdeci">CLTensor dst</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_2_convolution_8cpp_source.xhtml#l00137">Convolution.cpp:137</a></div></div>
<div class="ttc" id="struct_image_xhtml"><div class="ttname"><a href="struct_image.xhtml">Image</a></div><div class="ttdoc">Structure to hold Image information. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00140">helpers.h:140</a></div></div>
<div class="ttc" id="helpers_8h_xhtml_a6b83038822d1ae7ab619b684ed3b7fc0"><div class="ttname"><a href="helpers_8h.xhtml#a6b83038822d1ae7ab619b684ed3b7fc0">TENSOR3D_DECLARATION</a></div><div class="ttdeci">#define TENSOR3D_DECLARATION(name)</div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00074">helpers.h:74</a></div></div>
<div class="ttc" id="struct_image_xhtml_acf52c23cbd7424606c10a606524e3e32"><div class="ttname"><a href="struct_image.xhtml#acf52c23cbd7424606c10a606524e3e32">Image::ptr</a></div><div class="ttdeci">__global uchar * ptr</div><div class="ttdoc">Pointer to the starting postion of the buffer. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00142">helpers.h:142</a></div></div>
<div class="ttc" id="fixed__point_8h_xhtml_a36f754c05b6fddf6df0d8d0a74f8159f"><div class="ttname"><a href="fixed__point_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="fixed__point_8h_source.xhtml#l00093">fixed_point.h:93</a></div></div>
<div class="ttc" id="fixed__point_8h_xhtml_a09f5d764b62b47a1894a4cb71a0a62f6"><div class="ttname"><a href="fixed__point_8h.xhtml#a09f5d764b62b47a1894a4cb71a0a62f6">mlal_sat_qs8x8</a></div><div class="ttdeci">qs16x8 mlal_sat_qs8x8(qs16x8 VopA, qs8x8 VopB, qs8x8 VopC, int fixed_point_position)</div><div class="ttdef"><b>Definition:</b> <a href="fixed__point_8h_source.xhtml#l00295">fixed_point.h:295</a></div></div>
<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a497347573faa3778743ddf277f861094"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a497347573faa3778743ddf277f861094">arm_compute::test::validation::c</a></div><div class="ttdeci">CLTensor c</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_g_e_m_m_8cpp_source.xhtml#l00121">GEMM.cpp:121</a></div></div>
<div class="ttc" id="fixed__point_8h_xhtml_a6b1acbaff6cb3bad4edda9a93dac1f9e"><div class="ttname"><a href="fixed__point_8h.xhtml#a6b1acbaff6cb3bad4edda9a93dac1f9e">ADD_SAT_OP_EXPAND</a></div><div class="ttdeci">#define ADD_SAT_OP_EXPAND(a, b, type, size)</div><div class="ttdef"><b>Definition:</b> <a href="fixed__point_8h_source.xhtml#l00178">fixed_point.h:178</a></div></div>
<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a6743f0a130e8311e6f5b1a23df102472"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a6743f0a130e8311e6f5b1a23df102472">arm_compute::test::validation::src</a></div><div class="ttdeci">convolution configure &amp; src</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_2_convolution_8cpp_source.xhtml#l00147">Convolution.cpp:147</a></div></div>
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