arm_compute v19.11
diff --git a/documentation/gemm__helpers_8h_source.xhtml b/documentation/gemm__helpers_8h_source.xhtml
index cc1fb3b..67f550d0 100644
--- a/documentation/gemm__helpers_8h_source.xhtml
+++ b/documentation/gemm__helpers_8h_source.xhtml
@@ -40,7 +40,7 @@
<img alt="Compute Library" src="https://raw.githubusercontent.com/ARM-software/ComputeLibrary/gh-pages/ACL_logo.png" style="max-width: 100%;margin-top: 15px;margin-left: 10px"/>
<td style="padding-left: 0.5em;">
<div id="projectname">
-  <span id="projectnumber">19.08</span>
+  <span id="projectnumber">19.11</span>
</div>
</td>
</tr>
@@ -100,7 +100,7 @@
<div class="title">gemm_helpers.h</div> </div>
</div><!--header-->
<div class="contents">
-<a href="gemm__helpers_8h.xhtml">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span> <span class="comment">/*</span></div><div class="line"><a name="l00002"></a><span class="lineno"> 2</span> <span class="comment"> * Copyright (c) 2019 ARM Limited.</span></div><div class="line"><a name="l00003"></a><span class="lineno"> 3</span> <span class="comment"> *</span></div><div class="line"><a name="l00004"></a><span class="lineno"> 4</span> <span class="comment"> * SPDX-License-Identifier: MIT</span></div><div class="line"><a name="l00005"></a><span class="lineno"> 5</span> <span class="comment"> *</span></div><div class="line"><a name="l00006"></a><span class="lineno"> 6</span> <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> <span class="comment"> * of this software and associated documentation files (the "Software"), to</span></div><div class="line"><a name="l00008"></a><span class="lineno"> 8</span> <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> <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> <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> <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> <span class="comment"> *</span></div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span> <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> <span class="comment"> * copies or substantial portions of the Software.</span></div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span> <span class="comment"> *</span></div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span> <span class="comment"> * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR</span></div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span> <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> <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> <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> <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> <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> <span class="comment"> * SOFTWARE.</span></div><div class="line"><a name="l00023"></a><span class="lineno"> 23</span> <span class="comment"> */</span></div><div class="line"><a name="l00024"></a><span class="lineno"> 24</span> <span class="preprocessor">#include "<a class="code" href="activation__float__helpers_8h.xhtml">activation_float_helpers.h</a>"</span></div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span> <span class="preprocessor">#include "<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml">helpers.h</a>"</span></div><div class="line"><a name="l00026"></a><span class="lineno"> 26</span> </div><div class="line"><a name="l00027"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a47d0318e483c8bf1249cac01f5be3f85"> 27</a></span> <span class="preprocessor">#define LOAD_ROW_1(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00028"></a><span class="lineno"> 28</span> <span class="preprocessor"> VEC_DATA_TYPE(DATA_TYPE, N0) \</span></div><div class="line"><a name="l00029"></a><span class="lineno"> 29</span> <span class="preprocessor"> BASENAME##0 = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 0 * STRIDE_Y + Z##0));</span></div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span> </div><div class="line"><a name="l00031"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a798f9cfb3707f3e877eb97b746eb2eea"> 31</a></span> <span class="preprocessor">#define LOAD_ROW_2(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span> <span class="preprocessor"> LOAD_ROW_1(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00033"></a><span class="lineno"> 33</span> <span class="preprocessor"> VEC_DATA_TYPE(DATA_TYPE, N0) \</span></div><div class="line"><a name="l00034"></a><span class="lineno"> 34</span> <span class="preprocessor"> BASENAME##1 = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 1 * STRIDE_Y + Z##1));</span></div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span> </div><div class="line"><a name="l00036"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#af7b7d08d2111fc59c87f82316eb973f4"> 36</a></span> <span class="preprocessor">#define LOAD_ROW_3(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span> <span class="preprocessor"> LOAD_ROW_2(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span> <span class="preprocessor"> VEC_DATA_TYPE(DATA_TYPE, N0) \</span></div><div class="line"><a name="l00039"></a><span class="lineno"> 39</span> <span class="preprocessor"> BASENAME##2 = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 2 * STRIDE_Y + Z##2));</span></div><div class="line"><a name="l00040"></a><span class="lineno"> 40</span> </div><div class="line"><a name="l00041"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a886d1d55a89407c21ea628b8c3befe91"> 41</a></span> <span class="preprocessor">#define LOAD_ROW_4(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00042"></a><span class="lineno"> 42</span> <span class="preprocessor"> LOAD_ROW_3(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00043"></a><span class="lineno"> 43</span> <span class="preprocessor"> VEC_DATA_TYPE(DATA_TYPE, N0) \</span></div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span> <span class="preprocessor"> BASENAME##3 = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 3 * STRIDE_Y + Z##3));</span></div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span> </div><div class="line"><a name="l00046"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a65248accef4f832b346e0c21238d4f7a"> 46</a></span> <span class="preprocessor">#define LOAD_ROW_5(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00047"></a><span class="lineno"> 47</span> <span class="preprocessor"> LOAD_ROW_4(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00048"></a><span class="lineno"> 48</span> <span class="preprocessor"> VEC_DATA_TYPE(DATA_TYPE, N0) \</span></div><div class="line"><a name="l00049"></a><span class="lineno"> 49</span> <span class="preprocessor"> BASENAME##4 = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 4 * STRIDE_Y + Z##4));</span></div><div class="line"><a name="l00050"></a><span class="lineno"> 50</span> </div><div class="line"><a name="l00051"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a89fd46c97cdf031fccea1acda1dff49c"> 51</a></span> <span class="preprocessor">#define LOAD_ROW_6(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span> <span class="preprocessor"> LOAD_ROW_5(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span> <span class="preprocessor"> VEC_DATA_TYPE(DATA_TYPE, N0) \</span></div><div class="line"><a name="l00054"></a><span class="lineno"> 54</span> <span class="preprocessor"> BASENAME##5 = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 5 * STRIDE_Y + Z##5));</span></div><div class="line"><a name="l00055"></a><span class="lineno"> 55</span> </div><div class="line"><a name="l00056"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#acf1a71de06f28f487d65a55c85d9d873"> 56</a></span> <span class="preprocessor">#define LOAD_ROW_7(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00057"></a><span class="lineno"> 57</span> <span class="preprocessor"> LOAD_ROW_6(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00058"></a><span class="lineno"> 58</span> <span class="preprocessor"> VEC_DATA_TYPE(DATA_TYPE, N0) \</span></div><div class="line"><a name="l00059"></a><span class="lineno"> 59</span> <span class="preprocessor"> BASENAME##6 = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 6 * STRIDE_Y + Z##6));</span></div><div class="line"><a name="l00060"></a><span class="lineno"> 60</span> </div><div class="line"><a name="l00061"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a4f76d9d0d205f0c8862f23ab7c0456f6"> 61</a></span> <span class="preprocessor">#define LOAD_ROW_8(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00062"></a><span class="lineno"> 62</span> <span class="preprocessor"> LOAD_ROW_7(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00063"></a><span class="lineno"> 63</span> <span class="preprocessor"> VEC_DATA_TYPE(DATA_TYPE, N0) \</span></div><div class="line"><a name="l00064"></a><span class="lineno"> 64</span> <span class="preprocessor"> BASENAME##7 = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 7 * STRIDE_Y + Z##7));</span></div><div class="line"><a name="l00065"></a><span class="lineno"> 65</span> </div><div class="line"><a name="l00066"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a04f39028581da3c232421899bc5dd4b2"> 66</a></span> <span class="preprocessor">#define LOAD_ROW_9(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00067"></a><span class="lineno"> 67</span> <span class="preprocessor"> LOAD_ROW_8(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00068"></a><span class="lineno"> 68</span> <span class="preprocessor"> VEC_DATA_TYPE(DATA_TYPE, N0) \</span></div><div class="line"><a name="l00069"></a><span class="lineno"> 69</span> <span class="preprocessor"> BASENAME##8 = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 8 * STRIDE_Y + Z##8));</span></div><div class="line"><a name="l00070"></a><span class="lineno"> 70</span> </div><div class="line"><a name="l00071"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a3f98a94646a1829ee96bba0d6ecbe941"> 71</a></span> <span class="preprocessor">#define LOAD_ROW_10(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00072"></a><span class="lineno"> 72</span> <span class="preprocessor"> LOAD_ROW_9(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00073"></a><span class="lineno"> 73</span> <span class="preprocessor"> VEC_DATA_TYPE(DATA_TYPE, N0) \</span></div><div class="line"><a name="l00074"></a><span class="lineno"> 74</span> <span class="preprocessor"> BASENAME##9 = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 9 * STRIDE_Y + Z##9));</span></div><div class="line"><a name="l00075"></a><span class="lineno"> 75</span> </div><div class="line"><a name="l00076"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a625c352a8e436c48c80a2a34b3ecd89c"> 76</a></span> <span class="preprocessor">#define LOAD_ROW_11(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00077"></a><span class="lineno"> 77</span> <span class="preprocessor"> LOAD_ROW_10(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00078"></a><span class="lineno"> 78</span> <span class="preprocessor"> VEC_DATA_TYPE(DATA_TYPE, N0) \</span></div><div class="line"><a name="l00079"></a><span class="lineno"> 79</span> <span class="preprocessor"> BASENAME##A = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 10 * STRIDE_Y + Z##A));</span></div><div class="line"><a name="l00080"></a><span class="lineno"> 80</span> </div><div class="line"><a name="l00081"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a5470fa6b475080a826d74ddd61bcb609"> 81</a></span> <span class="preprocessor">#define LOAD_ROW_12(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00082"></a><span class="lineno"> 82</span> <span class="preprocessor"> LOAD_ROW_11(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00083"></a><span class="lineno"> 83</span> <span class="preprocessor"> VEC_DATA_TYPE(DATA_TYPE, N0) \</span></div><div class="line"><a name="l00084"></a><span class="lineno"> 84</span> <span class="preprocessor"> BASENAME##B = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 11 * STRIDE_Y + Z##B));</span></div><div class="line"><a name="l00085"></a><span class="lineno"> 85</span> </div><div class="line"><a name="l00086"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a190f35787ec8c00cfcd54784ce02b856"> 86</a></span> <span class="preprocessor">#define LOAD_ROW_13(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00087"></a><span class="lineno"> 87</span> <span class="preprocessor"> LOAD_ROW_12(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00088"></a><span class="lineno"> 88</span> <span class="preprocessor"> VEC_DATA_TYPE(DATA_TYPE, N0) \</span></div><div class="line"><a name="l00089"></a><span class="lineno"> 89</span> <span class="preprocessor"> BASENAME##C = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 12 * STRIDE_Y + Z##C));</span></div><div class="line"><a name="l00090"></a><span class="lineno"> 90</span> </div><div class="line"><a name="l00091"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a6df05f3dfb8e1308cd0e12f627b6d5d7"> 91</a></span> <span class="preprocessor">#define LOAD_ROW_14(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00092"></a><span class="lineno"> 92</span> <span class="preprocessor"> LOAD_ROW_13(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00093"></a><span class="lineno"> 93</span> <span class="preprocessor"> VEC_DATA_TYPE(DATA_TYPE, N0) \</span></div><div class="line"><a name="l00094"></a><span class="lineno"> 94</span> <span class="preprocessor"> BASENAME##D = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 13 * STRIDE_Y + Z##D));</span></div><div class="line"><a name="l00095"></a><span class="lineno"> 95</span> </div><div class="line"><a name="l00096"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#abd61fbb6e4450c670127fa7201124555"> 96</a></span> <span class="preprocessor">#define LOAD_ROW_15(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00097"></a><span class="lineno"> 97</span> <span class="preprocessor"> LOAD_ROW_14(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00098"></a><span class="lineno"> 98</span> <span class="preprocessor"> VEC_DATA_TYPE(DATA_TYPE, N0) \</span></div><div class="line"><a name="l00099"></a><span class="lineno"> 99</span> <span class="preprocessor"> BASENAME##E = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 14 * STRIDE_Y + Z##E));</span></div><div class="line"><a name="l00100"></a><span class="lineno"> 100</span> </div><div class="line"><a name="l00101"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a8685b28c200aeb1c878abaa7f06e4150"> 101</a></span> <span class="preprocessor">#define LOAD_ROW_16(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00102"></a><span class="lineno"> 102</span> <span class="preprocessor"> LOAD_ROW_15(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00103"></a><span class="lineno"> 103</span> <span class="preprocessor"> VEC_DATA_TYPE(DATA_TYPE, N0) \</span></div><div class="line"><a name="l00104"></a><span class="lineno"> 104</span> <span class="preprocessor"> BASENAME##F = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 15 * STRIDE_Y + Z##F));</span></div><div class="line"><a name="l00105"></a><span class="lineno"> 105</span> </div><div class="line"><a name="l00106"></a><span class="lineno"> 106</span> <span class="comment">// LOAD_ROW_n loads the rows 0..n-1 in variables BASENAME##0 to BASENAME##(n-1)</span></div><div class="line"><a name="l00107"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a747de97d8be712f289a1fa0f0823b0f7"> 107</a></span> <span class="preprocessor">#define LOAD_BLOCK_STR(M0, N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) LOAD_ROW_##M0(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z)</span></div><div class="line"><a name="l00108"></a><span class="lineno"> 108</span> </div><div class="line"><a name="l00113"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a9fe7ded27e552f48fa285d34fb00427d"> 113</a></span> <span class="preprocessor">#define LOAD_BLOCK(M0, N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) LOAD_BLOCK_STR(M0, N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z)</span></div><div class="line"><a name="l00114"></a><span class="lineno"> 114</span> </div><div class="line"><a name="l00115"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#af44d62ccb7efb770ce2b3afcc011b0e1"> 115</a></span> <span class="preprocessor">#define CALCULATE_Z_OFFSET_1(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \</span></div><div class="line"><a name="l00116"></a><span class="lineno"> 116</span> <span class="preprocessor"> Z##0 = (0 + (DATA_TYPE)(Y * (DATA_TYPE)M0)) / (DATA_TYPE)HEIGHT_GEMM3D; \</span></div><div class="line"><a name="l00117"></a><span class="lineno"> 117</span> <span class="preprocessor"> Z##0 = min((DATA_TYPE)(DEPTH_GEMM3D - 1), Z##0); \</span></div><div class="line"><a name="l00118"></a><span class="lineno"> 118</span> <span class="preprocessor"> Z##0 *= (CROSS_PLANE_PAD * STRIDE_Y);</span></div><div class="line"><a name="l00119"></a><span class="lineno"> 119</span> </div><div class="line"><a name="l00120"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#aedf983ad831ad84fa7e5fdcc485ff3b4"> 120</a></span> <span class="preprocessor">#define CALCULATE_Z_OFFSET_2(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \</span></div><div class="line"><a name="l00121"></a><span class="lineno"> 121</span> <span class="preprocessor"> CALCULATE_Z_OFFSET_1(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \</span></div><div class="line"><a name="l00122"></a><span class="lineno"> 122</span> <span class="preprocessor"> Z##1 = (1 + (DATA_TYPE)(Y * (DATA_TYPE)M0)) / (DATA_TYPE)HEIGHT_GEMM3D; \</span></div><div class="line"><a name="l00123"></a><span class="lineno"> 123</span> <span class="preprocessor"> Z##1 = min((DATA_TYPE)(DEPTH_GEMM3D - 1), Z##1); \</span></div><div class="line"><a name="l00124"></a><span class="lineno"> 124</span> <span class="preprocessor"> Z##1 *= (CROSS_PLANE_PAD * STRIDE_Y);</span></div><div class="line"><a name="l00125"></a><span class="lineno"> 125</span> </div><div class="line"><a name="l00126"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a320b5ca921dcee41aee1167a2ab65860"> 126</a></span> <span class="preprocessor">#define CALCULATE_Z_OFFSET_3(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \</span></div><div class="line"><a name="l00127"></a><span class="lineno"> 127</span> <span class="preprocessor"> CALCULATE_Z_OFFSET_2(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \</span></div><div class="line"><a name="l00128"></a><span class="lineno"> 128</span> <span class="preprocessor"> Z##2 = (2 + (DATA_TYPE)(Y * (DATA_TYPE)M0)) / (DATA_TYPE)HEIGHT_GEMM3D; \</span></div><div class="line"><a name="l00129"></a><span class="lineno"> 129</span> <span class="preprocessor"> Z##2 = min((DATA_TYPE)(DEPTH_GEMM3D - 1), Z##2); \</span></div><div class="line"><a name="l00130"></a><span class="lineno"> 130</span> <span class="preprocessor"> Z##2 *= (CROSS_PLANE_PAD * STRIDE_Y);</span></div><div class="line"><a name="l00131"></a><span class="lineno"> 131</span> </div><div class="line"><a name="l00132"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a1cf8ad0835b4ab42914d2d36a0063bb4"> 132</a></span> <span class="preprocessor">#define CALCULATE_Z_OFFSET_4(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \</span></div><div class="line"><a name="l00133"></a><span class="lineno"> 133</span> <span class="preprocessor"> CALCULATE_Z_OFFSET_3(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \</span></div><div class="line"><a name="l00134"></a><span class="lineno"> 134</span> <span class="preprocessor"> Z##3 = (3 + (DATA_TYPE)(Y * (DATA_TYPE)M0)) / (DATA_TYPE)HEIGHT_GEMM3D; \</span></div><div class="line"><a name="l00135"></a><span class="lineno"> 135</span> <span class="preprocessor"> Z##3 = min((DATA_TYPE)(DEPTH_GEMM3D - 1), Z##3); \</span></div><div class="line"><a name="l00136"></a><span class="lineno"> 136</span> <span class="preprocessor"> Z##3 *= (CROSS_PLANE_PAD * STRIDE_Y);</span></div><div class="line"><a name="l00137"></a><span class="lineno"> 137</span> </div><div class="line"><a name="l00138"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a9e94e07a656d0eb43bdfeefab273ea4d"> 138</a></span> <span class="preprocessor">#define CALCULATE_Z_OFFSET_5(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \</span></div><div class="line"><a name="l00139"></a><span class="lineno"> 139</span> <span class="preprocessor"> CALCULATE_Z_OFFSET_4(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \</span></div><div class="line"><a name="l00140"></a><span class="lineno"> 140</span> <span class="preprocessor"> Z##4 = (4 + (DATA_TYPE)(Y * (DATA_TYPE)M0)) / (DATA_TYPE)HEIGHT_GEMM3D; \</span></div><div class="line"><a name="l00141"></a><span class="lineno"> 141</span> <span class="preprocessor"> Z##4 = min((DATA_TYPE)(DEPTH_GEMM3D - 1), Z##4); \</span></div><div class="line"><a name="l00142"></a><span class="lineno"> 142</span> <span class="preprocessor"> Z##4 *= (CROSS_PLANE_PAD * STRIDE_Y);</span></div><div class="line"><a name="l00143"></a><span class="lineno"> 143</span> </div><div class="line"><a name="l00144"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a7157785f5f765a8d74b4ff569013fa2b"> 144</a></span> <span class="preprocessor">#define CALCULATE_Z_OFFSET_6(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \</span></div><div class="line"><a name="l00145"></a><span class="lineno"> 145</span> <span class="preprocessor"> CALCULATE_Z_OFFSET_5(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \</span></div><div class="line"><a name="l00146"></a><span class="lineno"> 146</span> <span class="preprocessor"> Z##5 = (5 + (DATA_TYPE)(Y * (DATA_TYPE)M0)) / (DATA_TYPE)HEIGHT_GEMM3D; \</span></div><div class="line"><a name="l00147"></a><span class="lineno"> 147</span> <span class="preprocessor"> Z##5 = min((DATA_TYPE)(DEPTH_GEMM3D - 1), Z##5); \</span></div><div class="line"><a name="l00148"></a><span class="lineno"> 148</span> <span class="preprocessor"> Z##5 *= (CROSS_PLANE_PAD * STRIDE_Y);</span></div><div class="line"><a name="l00149"></a><span class="lineno"> 149</span> </div><div class="line"><a name="l00150"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a6369905ad9beac50903a833368b47ae8"> 150</a></span> <span class="preprocessor">#define CALCULATE_Z_OFFSET_7(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \</span></div><div class="line"><a name="l00151"></a><span class="lineno"> 151</span> <span class="preprocessor"> CALCULATE_Z_OFFSET_6(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \</span></div><div class="line"><a name="l00152"></a><span class="lineno"> 152</span> <span class="preprocessor"> Z##6 = (6 + (DATA_TYPE)(Y * (DATA_TYPE)M0)) / (DATA_TYPE)HEIGHT_GEMM3D; \</span></div><div class="line"><a name="l00153"></a><span class="lineno"> 153</span> <span class="preprocessor"> Z##6 = min((DATA_TYPE)(DEPTH_GEMM3D - 1), Z##6); \</span></div><div class="line"><a name="l00154"></a><span class="lineno"> 154</span> <span class="preprocessor"> Z##6 *= (CROSS_PLANE_PAD * STRIDE_Y);</span></div><div class="line"><a name="l00155"></a><span class="lineno"> 155</span> </div><div class="line"><a name="l00156"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a8a6236a7aea49dac96a44c305d4ae347"> 156</a></span> <span class="preprocessor">#define CALCULATE_Z_OFFSET_8(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \</span></div><div class="line"><a name="l00157"></a><span class="lineno"> 157</span> <span class="preprocessor"> CALCULATE_Z_OFFSET_7(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \</span></div><div class="line"><a name="l00158"></a><span class="lineno"> 158</span> <span class="preprocessor"> Z##7 = (7 + (DATA_TYPE)(Y * (DATA_TYPE)M0)) / (DATA_TYPE)HEIGHT_GEMM3D; \</span></div><div class="line"><a name="l00159"></a><span class="lineno"> 159</span> <span class="preprocessor"> Z##7 = min((DATA_TYPE)(DEPTH_GEMM3D - 1), Z##7); \</span></div><div class="line"><a name="l00160"></a><span class="lineno"> 160</span> <span class="preprocessor"> Z##7 *= (CROSS_PLANE_PAD * STRIDE_Y);</span></div><div class="line"><a name="l00161"></a><span class="lineno"> 161</span> </div><div class="line"><a name="l00162"></a><span class="lineno"> 162</span> <span class="comment">// CALCULATE_Z_OFFSET_n calculates Z for Z##0 to Z##(n-1)</span></div><div class="line"><a name="l00163"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#aef302a4b13689961578112a9e2b002bb"> 163</a></span> <span class="preprocessor">#define CALCULATE_Z_OFFSET_STR(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) CALCULATE_Z_OFFSET_##M0(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y)</span></div><div class="line"><a name="l00164"></a><span class="lineno"> 164</span> </div><div class="line"><a name="l00181"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#ade58486d6b2d13d7941106a9d2ec86d3"> 181</a></span> <span class="preprocessor">#define CALCULATE_Z_OFFSET(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) CALCULATE_Z_OFFSET_STR(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y)</span></div><div class="line"><a name="l00182"></a><span class="lineno"> 182</span> </div><div class="line"><a name="l00183"></a><span class="lineno"> 183</span> <span class="comment">// STORE_ROW_n macros</span></div><div class="line"><a name="l00184"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a42775a26a1afa49fa6daf22199bfb283"> 184</a></span> <span class="preprocessor">#define STORE_ROW_1(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00185"></a><span class="lineno"> 185</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00186"></a><span class="lineno"> 186</span> <span class="preprocessor"> (BASENAME##0, 0, (__global DATA_TYPE *)(PTR + 0 * STRIDE_Y + Z##0));</span></div><div class="line"><a name="l00187"></a><span class="lineno"> 187</span> </div><div class="line"><a name="l00188"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#abfd02cf3b334c8d64b47b05499129c7d"> 188</a></span> <span class="preprocessor">#define STORE_ROW_2(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00189"></a><span class="lineno"> 189</span> <span class="preprocessor"> STORE_ROW_1(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00190"></a><span class="lineno"> 190</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00191"></a><span class="lineno"> 191</span> <span class="preprocessor"> (BASENAME##1, 0, (__global DATA_TYPE *)(PTR + 1 * STRIDE_Y + Z##1));</span></div><div class="line"><a name="l00192"></a><span class="lineno"> 192</span> </div><div class="line"><a name="l00193"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#ae9cd4eda11385d9c58f4e029d5ca523c"> 193</a></span> <span class="preprocessor">#define STORE_ROW_3(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00194"></a><span class="lineno"> 194</span> <span class="preprocessor"> STORE_ROW_2(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00195"></a><span class="lineno"> 195</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00196"></a><span class="lineno"> 196</span> <span class="preprocessor"> (BASENAME##2, 0, (__global DATA_TYPE *)(PTR + 2 * STRIDE_Y + Z##2));</span></div><div class="line"><a name="l00197"></a><span class="lineno"> 197</span> </div><div class="line"><a name="l00198"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#adea0e5628fb45b01a63b5195421f0548"> 198</a></span> <span class="preprocessor">#define STORE_ROW_4(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00199"></a><span class="lineno"> 199</span> <span class="preprocessor"> STORE_ROW_3(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00200"></a><span class="lineno"> 200</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00201"></a><span class="lineno"> 201</span> <span class="preprocessor"> (BASENAME##3, 0, (__global DATA_TYPE *)(PTR + 3 * STRIDE_Y + Z##3));</span></div><div class="line"><a name="l00202"></a><span class="lineno"> 202</span> </div><div class="line"><a name="l00203"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a6e2883a7dd0151a0c04cac5a9f03c0d4"> 203</a></span> <span class="preprocessor">#define STORE_ROW_5(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00204"></a><span class="lineno"> 204</span> <span class="preprocessor"> STORE_ROW_4(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00205"></a><span class="lineno"> 205</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00206"></a><span class="lineno"> 206</span> <span class="preprocessor"> (BASENAME##4, 0, (__global DATA_TYPE *)(PTR + 4 * STRIDE_Y + Z##4));</span></div><div class="line"><a name="l00207"></a><span class="lineno"> 207</span> </div><div class="line"><a name="l00208"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a6c137549a648443ebf108dae08697ea7"> 208</a></span> <span class="preprocessor">#define STORE_ROW_6(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00209"></a><span class="lineno"> 209</span> <span class="preprocessor"> STORE_ROW_5(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00210"></a><span class="lineno"> 210</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00211"></a><span class="lineno"> 211</span> <span class="preprocessor"> (BASENAME##5, 0, (__global DATA_TYPE *)(PTR + 5 * STRIDE_Y + Z##5));</span></div><div class="line"><a name="l00212"></a><span class="lineno"> 212</span> </div><div class="line"><a name="l00213"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a1bcd88f16608529139b6b6a0c42be962"> 213</a></span> <span class="preprocessor">#define STORE_ROW_7(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00214"></a><span class="lineno"> 214</span> <span class="preprocessor"> STORE_ROW_6(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00215"></a><span class="lineno"> 215</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00216"></a><span class="lineno"> 216</span> <span class="preprocessor"> (BASENAME##6, 0, (__global DATA_TYPE *)(PTR + 6 * STRIDE_Y + Z##6));</span></div><div class="line"><a name="l00217"></a><span class="lineno"> 217</span> </div><div class="line"><a name="l00218"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a388039f02de6b40465f4623ba27eb0df"> 218</a></span> <span class="preprocessor">#define STORE_ROW_8(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00219"></a><span class="lineno"> 219</span> <span class="preprocessor"> STORE_ROW_7(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00220"></a><span class="lineno"> 220</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00221"></a><span class="lineno"> 221</span> <span class="preprocessor"> (BASENAME##7, 0, (__global DATA_TYPE *)(PTR + 7 * STRIDE_Y + Z##7));</span></div><div class="line"><a name="l00222"></a><span class="lineno"> 222</span> </div><div class="line"><a name="l00223"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#aced5eba2ce0f7efa377a1d4e87d58a74"> 223</a></span> <span class="preprocessor">#define STORE_ROW_9(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00224"></a><span class="lineno"> 224</span> <span class="preprocessor"> STORE_ROW_8(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00225"></a><span class="lineno"> 225</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00226"></a><span class="lineno"> 226</span> <span class="preprocessor"> (BASENAME##8, 0, (__global DATA_TYPE *)(PTR + 8 * STRIDE_Y + Z##8));</span></div><div class="line"><a name="l00227"></a><span class="lineno"> 227</span> </div><div class="line"><a name="l00228"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a9444374f91effec8941ac8151dbbd7b6"> 228</a></span> <span class="preprocessor">#define STORE_ROW_10(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00229"></a><span class="lineno"> 229</span> <span class="preprocessor"> STORE_ROW_9(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00230"></a><span class="lineno"> 230</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00231"></a><span class="lineno"> 231</span> <span class="preprocessor"> (BASENAME##9, 0, (__global DATA_TYPE *)(PTR + 9 * STRIDE_Y + Z##9));</span></div><div class="line"><a name="l00232"></a><span class="lineno"> 232</span> </div><div class="line"><a name="l00233"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#ac116aeace921fc2ed18537b7c115c3cb"> 233</a></span> <span class="preprocessor">#define STORE_ROW_11(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00234"></a><span class="lineno"> 234</span> <span class="preprocessor"> STORE_ROW_10(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00235"></a><span class="lineno"> 235</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00236"></a><span class="lineno"> 236</span> <span class="preprocessor"> (BASENAME##A, 0, (__global DATA_TYPE *)(PTR + 10 * STRIDE_Y + Z##A));</span></div><div class="line"><a name="l00237"></a><span class="lineno"> 237</span> </div><div class="line"><a name="l00238"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#ae07d54f575d6a2f3139e03aacbb7ba65"> 238</a></span> <span class="preprocessor">#define STORE_ROW_12(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00239"></a><span class="lineno"> 239</span> <span class="preprocessor"> STORE_ROW_11(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00240"></a><span class="lineno"> 240</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00241"></a><span class="lineno"> 241</span> <span class="preprocessor"> (BASENAME##B, 0, (__global DATA_TYPE *)(PTR + 11 * STRIDE_Y + Z##B));</span></div><div class="line"><a name="l00242"></a><span class="lineno"> 242</span> </div><div class="line"><a name="l00243"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#aaef65e04adc0477068c7713626b9519d"> 243</a></span> <span class="preprocessor">#define STORE_ROW_13(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00244"></a><span class="lineno"> 244</span> <span class="preprocessor"> STORE_ROW_12(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00245"></a><span class="lineno"> 245</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00246"></a><span class="lineno"> 246</span> <span class="preprocessor"> (BASENAME##C, 0, (__global DATA_TYPE *)(PTR + 12 * STRIDE_Y + Z##C));</span></div><div class="line"><a name="l00247"></a><span class="lineno"> 247</span> </div><div class="line"><a name="l00248"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#aa470c872334170ec0b9e0a1e6327aa18"> 248</a></span> <span class="preprocessor">#define STORE_ROW_14(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00249"></a><span class="lineno"> 249</span> <span class="preprocessor"> STORE_ROW_13(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00250"></a><span class="lineno"> 250</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00251"></a><span class="lineno"> 251</span> <span class="preprocessor"> (BASENAME##D, 0, (__global DATA_TYPE *)(PTR + 13 * STRIDE_Y + Z##D));</span></div><div class="line"><a name="l00252"></a><span class="lineno"> 252</span> </div><div class="line"><a name="l00253"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#ac5bb6f26a4982d7e74ed332b90afa9ee"> 253</a></span> <span class="preprocessor">#define STORE_ROW_15(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00254"></a><span class="lineno"> 254</span> <span class="preprocessor"> STORE_ROW_14(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00255"></a><span class="lineno"> 255</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00256"></a><span class="lineno"> 256</span> <span class="preprocessor"> (BASENAME##E, 0, (__global DATA_TYPE *)(PTR + 14 * STRIDE_Y + Z##E));</span></div><div class="line"><a name="l00257"></a><span class="lineno"> 257</span> </div><div class="line"><a name="l00258"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a7148578cb34f2dc761f273e78e564fb4"> 258</a></span> <span class="preprocessor">#define STORE_ROW_16(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00259"></a><span class="lineno"> 259</span> <span class="preprocessor"> STORE_ROW_15(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00260"></a><span class="lineno"> 260</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00261"></a><span class="lineno"> 261</span> <span class="preprocessor"> (BASENAME##F, 0, (__global DATA_TYPE *)(PTR + 15 * STRIDE_Y + Z##F));</span></div><div class="line"><a name="l00262"></a><span class="lineno"> 262</span> </div><div class="line"><a name="l00263"></a><span class="lineno"> 263</span> <span class="comment">// CONVERT_STORE_ROW_n macros</span></div><div class="line"><a name="l00264"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a484c7742fb88e112510ef6d6de74c00e"> 264</a></span> <span class="preprocessor">#define CONVERT_STORE_ROW_1(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00265"></a><span class="lineno"> 265</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00266"></a><span class="lineno"> 266</span> <span class="preprocessor"> (CONVERT_SAT((BASENAME##0), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 0 * STRIDE_Y + Z##0));</span></div><div class="line"><a name="l00267"></a><span class="lineno"> 267</span> </div><div class="line"><a name="l00268"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a0b6325b53f5f9b885a246a6f8c2b545c"> 268</a></span> <span class="preprocessor">#define CONVERT_STORE_ROW_2(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00269"></a><span class="lineno"> 269</span> <span class="preprocessor"> CONVERT_STORE_ROW_1(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00270"></a><span class="lineno"> 270</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00271"></a><span class="lineno"> 271</span> <span class="preprocessor"> (CONVERT_SAT((BASENAME##1), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 1 * STRIDE_Y + Z##1));</span></div><div class="line"><a name="l00272"></a><span class="lineno"> 272</span> </div><div class="line"><a name="l00273"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a2eda20c601458c50b17234742a85f2b3"> 273</a></span> <span class="preprocessor">#define CONVERT_STORE_ROW_3(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00274"></a><span class="lineno"> 274</span> <span class="preprocessor"> CONVERT_STORE_ROW_2(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00275"></a><span class="lineno"> 275</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00276"></a><span class="lineno"> 276</span> <span class="preprocessor"> (CONVERT_SAT((BASENAME##2), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 2 * STRIDE_Y + Z##2));</span></div><div class="line"><a name="l00277"></a><span class="lineno"> 277</span> </div><div class="line"><a name="l00278"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#ae0086941bb256b2cc778dea45e822d6a"> 278</a></span> <span class="preprocessor">#define CONVERT_STORE_ROW_4(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00279"></a><span class="lineno"> 279</span> <span class="preprocessor"> CONVERT_STORE_ROW_3(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00280"></a><span class="lineno"> 280</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00281"></a><span class="lineno"> 281</span> <span class="preprocessor"> (CONVERT_SAT((BASENAME##3), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 3 * STRIDE_Y + Z##3));</span></div><div class="line"><a name="l00282"></a><span class="lineno"> 282</span> </div><div class="line"><a name="l00283"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a279fd8db681ff98c1dcd05d2b4412b48"> 283</a></span> <span class="preprocessor">#define CONVERT_STORE_ROW_5(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00284"></a><span class="lineno"> 284</span> <span class="preprocessor"> CONVERT_STORE_ROW_4(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00285"></a><span class="lineno"> 285</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00286"></a><span class="lineno"> 286</span> <span class="preprocessor"> (CONVERT_SAT((BASENAME##4), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 4 * STRIDE_Y + Z##4));</span></div><div class="line"><a name="l00287"></a><span class="lineno"> 287</span> </div><div class="line"><a name="l00288"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#adaf7b05a85b39c28a9d8c6bb3f1e1781"> 288</a></span> <span class="preprocessor">#define CONVERT_STORE_ROW_6(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00289"></a><span class="lineno"> 289</span> <span class="preprocessor"> CONVERT_STORE_ROW_5(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00290"></a><span class="lineno"> 290</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00291"></a><span class="lineno"> 291</span> <span class="preprocessor"> (CONVERT_SAT((BASENAME##5), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 5 * STRIDE_Y + Z##5));</span></div><div class="line"><a name="l00292"></a><span class="lineno"> 292</span> </div><div class="line"><a name="l00293"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#afdb6a4c509c7a9171636c3fe0563bdbf"> 293</a></span> <span class="preprocessor">#define CONVERT_STORE_ROW_7(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00294"></a><span class="lineno"> 294</span> <span class="preprocessor"> CONVERT_STORE_ROW_6(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00295"></a><span class="lineno"> 295</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00296"></a><span class="lineno"> 296</span> <span class="preprocessor"> (CONVERT_SAT((BASENAME##6), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 6 * STRIDE_Y + Z##6));</span></div><div class="line"><a name="l00297"></a><span class="lineno"> 297</span> </div><div class="line"><a name="l00298"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#af540ad7b0223719148d51080590e64f6"> 298</a></span> <span class="preprocessor">#define CONVERT_STORE_ROW_8(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00299"></a><span class="lineno"> 299</span> <span class="preprocessor"> CONVERT_STORE_ROW_7(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00300"></a><span class="lineno"> 300</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00301"></a><span class="lineno"> 301</span> <span class="preprocessor"> (CONVERT_SAT((BASENAME##7), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 7 * STRIDE_Y + Z##7));</span></div><div class="line"><a name="l00302"></a><span class="lineno"> 302</span> </div><div class="line"><a name="l00303"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a260278375bed9db55bda57f8513d40e6"> 303</a></span> <span class="preprocessor">#define CONVERT_STORE_ROW_9(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00304"></a><span class="lineno"> 304</span> <span class="preprocessor"> CONVERT_STORE_ROW_8(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00305"></a><span class="lineno"> 305</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00306"></a><span class="lineno"> 306</span> <span class="preprocessor"> (CONVERT_SAT((BASENAME##8), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 8 * STRIDE_Y + Z##8));</span></div><div class="line"><a name="l00307"></a><span class="lineno"> 307</span> </div><div class="line"><a name="l00308"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a79b0ce1755c93f3aa35b8bd75f9c79e2"> 308</a></span> <span class="preprocessor">#define CONVERT_STORE_ROW_10(N0, DATA, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00309"></a><span class="lineno"> 309</span> <span class="preprocessor"> CONVERT_STORE_ROW_9(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00310"></a><span class="lineno"> 310</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00311"></a><span class="lineno"> 311</span> <span class="preprocessor"> (CONVERT_SAT((BASENAME##9), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 9 * STRIDE_Y + Z##9));</span></div><div class="line"><a name="l00312"></a><span class="lineno"> 312</span> </div><div class="line"><a name="l00313"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#aa06090420262c36406c19d2356f555c6"> 313</a></span> <span class="preprocessor">#define CONVERT_STORE_ROW_11(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00314"></a><span class="lineno"> 314</span> <span class="preprocessor"> CONVERT_STORE_ROW_10(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00315"></a><span class="lineno"> 315</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00316"></a><span class="lineno"> 316</span> <span class="preprocessor"> (CONVERT_SAT((BASENAME##A), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 10 * STRIDE_Y + Z##A));</span></div><div class="line"><a name="l00317"></a><span class="lineno"> 317</span> </div><div class="line"><a name="l00318"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a1a3145336a3f79fab39984147ec8495d"> 318</a></span> <span class="preprocessor">#define CONVERT_STORE_ROW_12(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00319"></a><span class="lineno"> 319</span> <span class="preprocessor"> CONVERT_STORE_ROW_11(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00320"></a><span class="lineno"> 320</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00321"></a><span class="lineno"> 321</span> <span class="preprocessor"> (CONVERT_SAT((BASENAME##B), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 11 * STRIDE_Y + Z##B));</span></div><div class="line"><a name="l00322"></a><span class="lineno"> 322</span> </div><div class="line"><a name="l00323"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a732921a38eda155e2a88ae187b778e61"> 323</a></span> <span class="preprocessor">#define CONVERT_STORE_ROW_13(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00324"></a><span class="lineno"> 324</span> <span class="preprocessor"> CONVERT_STORE_ROW_12(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00325"></a><span class="lineno"> 325</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00326"></a><span class="lineno"> 326</span> <span class="preprocessor"> (CONVERT_SAT((BASENAME##C), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 12 * STRIDE_Y + Z##C));</span></div><div class="line"><a name="l00327"></a><span class="lineno"> 327</span> </div><div class="line"><a name="l00328"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#ab7a4616b24ad0ea86792f4d58a16e8bc"> 328</a></span> <span class="preprocessor">#define CONVERT_STORE_ROW_14(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00329"></a><span class="lineno"> 329</span> <span class="preprocessor"> CONVERT_STORE_ROW_13(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00330"></a><span class="lineno"> 330</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00331"></a><span class="lineno"> 331</span> <span class="preprocessor"> (CONVERT_SAT((BASENAME##D), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 13 * STRIDE_Y + Z##D));</span></div><div class="line"><a name="l00332"></a><span class="lineno"> 332</span> </div><div class="line"><a name="l00333"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a82259edb818cf0cf2bb6163f5fbeaa24"> 333</a></span> <span class="preprocessor">#define CONVERT_STORE_ROW_15(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00334"></a><span class="lineno"> 334</span> <span class="preprocessor"> CONVERT_STORE_ROW_14(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00335"></a><span class="lineno"> 335</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00336"></a><span class="lineno"> 336</span> <span class="preprocessor"> (CONVERT_SAT((BASENAME##E), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 14 * STRIDE_Y + Z##E));</span></div><div class="line"><a name="l00337"></a><span class="lineno"> 337</span> </div><div class="line"><a name="l00338"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a5f50e2dc1b8a298ebc0d9bede2202f32"> 338</a></span> <span class="preprocessor">#define CONVERT_STORE_ROW_16(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00339"></a><span class="lineno"> 339</span> <span class="preprocessor"> CONVERT_STORE_ROW_15(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00340"></a><span class="lineno"> 340</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00341"></a><span class="lineno"> 341</span> <span class="preprocessor"> (CONVERT_SAT((BASENAME##F), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 15 * STRIDE_Y + Z##F));</span></div><div class="line"><a name="l00342"></a><span class="lineno"> 342</span> </div><div class="line"><a name="l00343"></a><span class="lineno"> 343</span> <span class="comment">// STORE_ROW_n stores the rows 0..n-1 from variables BASENAME##0 to BASENAME##(n-1)</span></div><div class="line"><a name="l00344"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a7249d30c01773ebe7a7c15899550967f"> 344</a></span> <span class="preprocessor">#define STORE_BLOCK_STR(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) STORE_ROW_##M0(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)</span></div><div class="line"><a name="l00345"></a><span class="lineno"> 345</span> </div><div class="line"><a name="l00346"></a><span class="lineno"> 346</span> <span class="comment">// CONVERT_STORE_ROW_n converts and stores the rows 0..n-1 from variables BASENAME##0 to BASENAME##(n-1)</span></div><div class="line"><a name="l00347"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a6a85546d002f9cdc7f442275c5307ba0"> 347</a></span> <span class="preprocessor">#define CONVERT_STORE_BLOCK_STR(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) CONVERT_STORE_ROW_##M0(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)</span></div><div class="line"><a name="l00348"></a><span class="lineno"> 348</span> </div><div class="line"><a name="l00354"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#ab6d2df39dc14930b9865d6309913dc4d"> 354</a></span> <span class="preprocessor">#define STORE_BLOCK(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) STORE_BLOCK_STR(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)</span></div><div class="line"><a name="l00355"></a><span class="lineno"> 355</span> </div><div class="line"><a name="l00361"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#af5c0a8dfefbd611d38bb91212684ef7d"> 361</a></span> <span class="preprocessor">#define CONVERT_STORE_BLOCK(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) CONVERT_STORE_BLOCK_STR(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)</span></div><div class="line"><a name="l00362"></a><span class="lineno"> 362</span> </div><div class="line"><a name="l00363"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#aac2efc3c4948cb7e9ba3377e84d6e102"> 363</a></span> <span class="preprocessor">#define SCALE_ROW_1(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00364"></a><span class="lineno"> 364</span> <span class="preprocessor"> BASENAME##0 *= (DATA_TYPE)SCALE;</span></div><div class="line"><a name="l00365"></a><span class="lineno"> 365</span> </div><div class="line"><a name="l00366"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a2496863a39fb68aa705466449c70bdae"> 366</a></span> <span class="preprocessor">#define SCALE_ROW_2(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00367"></a><span class="lineno"> 367</span> <span class="preprocessor"> SCALE_ROW_1(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00368"></a><span class="lineno"> 368</span> <span class="preprocessor"> BASENAME##1 *= (DATA_TYPE)SCALE;</span></div><div class="line"><a name="l00369"></a><span class="lineno"> 369</span> </div><div class="line"><a name="l00370"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#ac5068b1bb8e42e1a5267794ee5b634ff"> 370</a></span> <span class="preprocessor">#define SCALE_ROW_3(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00371"></a><span class="lineno"> 371</span> <span class="preprocessor"> SCALE_ROW_2(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00372"></a><span class="lineno"> 372</span> <span class="preprocessor"> BASENAME##2 *= (DATA_TYPE)SCALE;</span></div><div class="line"><a name="l00373"></a><span class="lineno"> 373</span> </div><div class="line"><a name="l00374"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#ac283f229abc1d3104e6a07d22c3a8070"> 374</a></span> <span class="preprocessor">#define SCALE_ROW_4(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00375"></a><span class="lineno"> 375</span> <span class="preprocessor"> SCALE_ROW_3(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00376"></a><span class="lineno"> 376</span> <span class="preprocessor"> BASENAME##3 *= (DATA_TYPE)SCALE;</span></div><div class="line"><a name="l00377"></a><span class="lineno"> 377</span> </div><div class="line"><a name="l00378"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a95e48c8e88afb7e8b51e7dd85650d91f"> 378</a></span> <span class="preprocessor">#define SCALE_ROW_5(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00379"></a><span class="lineno"> 379</span> <span class="preprocessor"> SCALE_ROW_4(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00380"></a><span class="lineno"> 380</span> <span class="preprocessor"> BASENAME##4 *= (DATA_TYPE)SCALE;</span></div><div class="line"><a name="l00381"></a><span class="lineno"> 381</span> </div><div class="line"><a name="l00382"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#acddce02f6c8d1b07ccb651122600f110"> 382</a></span> <span class="preprocessor">#define SCALE_ROW_6(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00383"></a><span class="lineno"> 383</span> <span class="preprocessor"> SCALE_ROW_5(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00384"></a><span class="lineno"> 384</span> <span class="preprocessor"> BASENAME##5 *= (DATA_TYPE)SCALE;</span></div><div class="line"><a name="l00385"></a><span class="lineno"> 385</span> </div><div class="line"><a name="l00386"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a4238aa33326487bed6c5b29d98d702a3"> 386</a></span> <span class="preprocessor">#define SCALE_ROW_7(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00387"></a><span class="lineno"> 387</span> <span class="preprocessor"> SCALE_ROW_6(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00388"></a><span class="lineno"> 388</span> <span class="preprocessor"> BASENAME##6 *= (DATA_TYPE)SCALE;</span></div><div class="line"><a name="l00389"></a><span class="lineno"> 389</span> </div><div class="line"><a name="l00390"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a91b9e33c8e3a2eceddbfc4db85ede8ac"> 390</a></span> <span class="preprocessor">#define SCALE_ROW_8(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00391"></a><span class="lineno"> 391</span> <span class="preprocessor"> SCALE_ROW_7(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00392"></a><span class="lineno"> 392</span> <span class="preprocessor"> BASENAME##7 *= (DATA_TYPE)SCALE;</span></div><div class="line"><a name="l00393"></a><span class="lineno"> 393</span> </div><div class="line"><a name="l00394"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a89951f2e93db7980d3751978a70a5762"> 394</a></span> <span class="preprocessor">#define SCALE_ROW_9(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00395"></a><span class="lineno"> 395</span> <span class="preprocessor"> SCALE_ROW_8(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00396"></a><span class="lineno"> 396</span> <span class="preprocessor"> BASENAME##8 *= (DATA_TYPE)SCALE;</span></div><div class="line"><a name="l00397"></a><span class="lineno"> 397</span> </div><div class="line"><a name="l00398"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a22a7a60238d5b50fff2a15f0b7227377"> 398</a></span> <span class="preprocessor">#define SCALE_ROW_10(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00399"></a><span class="lineno"> 399</span> <span class="preprocessor"> SCALE_ROW_9(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00400"></a><span class="lineno"> 400</span> <span class="preprocessor"> BASENAME##9 *= (DATA_TYPE)SCALE;</span></div><div class="line"><a name="l00401"></a><span class="lineno"> 401</span> </div><div class="line"><a name="l00402"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a5fef984324e4bda881b3d8cfe762acb7"> 402</a></span> <span class="preprocessor">#define SCALE_ROW_11(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00403"></a><span class="lineno"> 403</span> <span class="preprocessor"> SCALE_ROW_10(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00404"></a><span class="lineno"> 404</span> <span class="preprocessor"> BASENAME##A *= (DATA_TYPE)SCALE;</span></div><div class="line"><a name="l00405"></a><span class="lineno"> 405</span> </div><div class="line"><a name="l00406"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a2cf3a7c05776df5e4e506ac4b013107e"> 406</a></span> <span class="preprocessor">#define SCALE_ROW_12(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00407"></a><span class="lineno"> 407</span> <span class="preprocessor"> SCALE_ROW_11(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00408"></a><span class="lineno"> 408</span> <span class="preprocessor"> BASENAME##B *= (DATA_TYPE)SCALE;</span></div><div class="line"><a name="l00409"></a><span class="lineno"> 409</span> </div><div class="line"><a name="l00410"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#af24d0d4d6fd271f2f06b926c5fde117f"> 410</a></span> <span class="preprocessor">#define SCALE_ROW_13(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00411"></a><span class="lineno"> 411</span> <span class="preprocessor"> SCALE_ROW_12(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00412"></a><span class="lineno"> 412</span> <span class="preprocessor"> BASENAME##C *= (DATA_TYPE)SCALE;</span></div><div class="line"><a name="l00413"></a><span class="lineno"> 413</span> </div><div class="line"><a name="l00414"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a4679f2cbb8476b2daf761bd7c23aad13"> 414</a></span> <span class="preprocessor">#define SCALE_ROW_14(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00415"></a><span class="lineno"> 415</span> <span class="preprocessor"> SCALE_ROW_13(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00416"></a><span class="lineno"> 416</span> <span class="preprocessor"> BASENAME##D *= (DATA_TYPE)SCALE;</span></div><div class="line"><a name="l00417"></a><span class="lineno"> 417</span> </div><div class="line"><a name="l00418"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a2fcb13728ffbc650ee2656875387551a"> 418</a></span> <span class="preprocessor">#define SCALE_ROW_15(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00419"></a><span class="lineno"> 419</span> <span class="preprocessor"> SCALE_ROW_14(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00420"></a><span class="lineno"> 420</span> <span class="preprocessor"> BASENAME##E *= (DATA_TYPE)SCALE;</span></div><div class="line"><a name="l00421"></a><span class="lineno"> 421</span> </div><div class="line"><a name="l00422"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#aecee5c3762ade793d2df3f1bdb6c2bf4"> 422</a></span> <span class="preprocessor">#define SCALE_ROW_16(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00423"></a><span class="lineno"> 423</span> <span class="preprocessor"> SCALE_ROW_15(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00424"></a><span class="lineno"> 424</span> <span class="preprocessor"> BASENAME##F *= (DATA_TYPE)SCALE;</span></div><div class="line"><a name="l00425"></a><span class="lineno"> 425</span> </div><div class="line"><a name="l00426"></a><span class="lineno"> 426</span> <span class="comment">// SCALE_BLOCK_n scales the variables BASENAME##0 to BASENAME##(n-1) by SCALE</span></div><div class="line"><a name="l00427"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a8eea56ab5aebc4c42c5843931ea3531f"> 427</a></span> <span class="preprocessor">#define SCALE_BLOCK_STR(N, DATA_TYPE, BASENAME, SCALE) SCALE_ROW_##N(DATA_TYPE, BASENAME, SCALE)</span></div><div class="line"><a name="l00428"></a><span class="lineno"> 428</span> </div><div class="line"><a name="l00431"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a4e4f47c0a33bb8a9ab20b355d7fa84ca"> 431</a></span> <span class="preprocessor">#define SCALE_BLOCK(N, DATA_TYPE, BASENAME, SCALE) SCALE_BLOCK_STR(N, DATA_TYPE, BASENAME, SCALE)</span></div><div class="line"><a name="l00432"></a><span class="lineno"> 432</span> </div><div class="line"><a name="l00434"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a955f5520c5da09787cf2d367f15a73fb"> 434</a></span> <span class="preprocessor">#define COLUMN_VECTOR1(IDX_COL, BASENAME, X) \</span></div><div class="line"><a name="l00435"></a><span class="lineno"> 435</span> <span class="preprocessor"> uchar BASENAME##IDX_COL = (uchar)((X##0).s##IDX_COL);</span></div><div class="line"><a name="l00436"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a774f2177d56c7822d0cd1e89b2fc9b16"> 436</a></span> <span class="preprocessor">#define COLUMN_VECTOR2(IDX_COL, BASENAME, X) \</span></div><div class="line"><a name="l00437"></a><span class="lineno"> 437</span> <span class="preprocessor"> uchar2 BASENAME##IDX_COL = (uchar2)((X##0).s##IDX_COL, (X##1).s##IDX_COL);</span></div><div class="line"><a name="l00438"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#af00a7d552b91490940fdb97c61a1c34a"> 438</a></span> <span class="preprocessor">#define COLUMN_VECTOR3(IDX_COL, BASENAME, X) \</span></div><div class="line"><a name="l00439"></a><span class="lineno"> 439</span> <span class="preprocessor"> uchar3 BASENAME##IDX_COL = (uchar3)((X##0).s##IDX_COL, (X##1).s##IDX_COL, (X##2).s##IDX_COL);</span></div><div class="line"><a name="l00440"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#afffd0a9b78c494481fdac8bd6526d188"> 440</a></span> <span class="preprocessor">#define COLUMN_VECTOR4(IDX_COL, BASENAME, X) \</span></div><div class="line"><a name="l00441"></a><span class="lineno"> 441</span> <span class="preprocessor"> uchar4 BASENAME##IDX_COL = (uchar4)((X##0).s##IDX_COL, (X##1).s##IDX_COL, (X##2).s##IDX_COL, (X##3).s##IDX_COL);</span></div><div class="line"><a name="l00442"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a6bf3758f4f9f1679a137279331011e81"> 442</a></span> <span class="preprocessor">#define COLUMN_VECTOR8(IDX_COL, BASENAME, X) \</span></div><div class="line"><a name="l00443"></a><span class="lineno"> 443</span> <span class="preprocessor"> uchar8 BASENAME##IDX_COL = (uchar8)((X##0).s##IDX_COL, (X##1).s##IDX_COL, (X##2).s##IDX_COL, (X##3).s##IDX_COL, (X##4).s##IDX_COL, (X##5).s##IDX_COL, (X##6).s##IDX_COL, (X##7).s##IDX_COL);</span></div><div class="line"><a name="l00444"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a189d26ceb2613344f176fd461bb2c156"> 444</a></span> <span class="preprocessor">#define COLUMN_VECTOR16(IDX_COL, BASENAME, X) \</span></div><div class="line"><a name="l00445"></a><span class="lineno"> 445</span> <span class="preprocessor"> uchar16 BASENAME##IDX_COL = (uchar16)((X##0).s##IDX_COL, (X##1).s##IDX_COL, (X##2).s##IDX_COL, (X##3).s##IDX_COL, (X##4).s##IDX_COL, (X##5).s##IDX_COL, (X##6).s##IDX_COL, (X##7).s##IDX_COL, (X##8).s##IDX_COL, (X##9).s##IDX_COL, (X##A).s##IDX_COL, (X##B).s##IDX_COL, (X##C).s##IDX_COL, (X##D).s##IDX_COL, (X##E).s##IDX_COL, (X##F).s##IDX_COL);</span></div><div class="line"><a name="l00446"></a><span class="lineno"> 446</span> </div><div class="line"><a name="l00448"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a3331788b9b76de48804ede36995f2b65"> 448</a></span> <span class="preprocessor">#define TRANSPOSE_K0X1(K0, BASENAME, B) \</span></div><div class="line"><a name="l00449"></a><span class="lineno"> 449</span> <span class="preprocessor"> COLUMN_VECTOR(K0, 0, BASENAME, B);</span></div><div class="line"><a name="l00450"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a6b46fdbc87c7084bdc63a2f9520ddb83"> 450</a></span> <span class="preprocessor">#define TRANSPOSE_K0X2(K0, BASENAME, B) \</span></div><div class="line"><a name="l00451"></a><span class="lineno"> 451</span> <span class="preprocessor"> TRANSPOSE_K0X1(K0, BASENAME, B); \</span></div><div class="line"><a name="l00452"></a><span class="lineno"> 452</span> <span class="preprocessor"> COLUMN_VECTOR(K0, 1, BASENAME, B);</span></div><div class="line"><a name="l00453"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a08e69d6b2e06e2ef4bc9ba21488ddf8f"> 453</a></span> <span class="preprocessor">#define TRANSPOSE_K0X3(K0, BASENAME, B) \</span></div><div class="line"><a name="l00454"></a><span class="lineno"> 454</span> <span class="preprocessor"> TRANSPOSE_K0X2(K0, BASENAME, B); \</span></div><div class="line"><a name="l00455"></a><span class="lineno"> 455</span> <span class="preprocessor"> COLUMN_VECTOR(K0, 2, BASENAME, B);</span></div><div class="line"><a name="l00456"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a5044f846186656923b4b6a6018dd1d42"> 456</a></span> <span class="preprocessor">#define TRANSPOSE_K0X4(K0, BASENAME, B) \</span></div><div class="line"><a name="l00457"></a><span class="lineno"> 457</span> <span class="preprocessor"> TRANSPOSE_K0X3(K0, BASENAME, B); \</span></div><div class="line"><a name="l00458"></a><span class="lineno"> 458</span> <span class="preprocessor"> COLUMN_VECTOR(K0, 3, BASENAME, B);</span></div><div class="line"><a name="l00459"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a221e4dab7bfbca55e7d79174f140a754"> 459</a></span> <span class="preprocessor">#define TRANSPOSE_K0X8(K0, BASENAME, B) \</span></div><div class="line"><a name="l00460"></a><span class="lineno"> 460</span> <span class="preprocessor"> TRANSPOSE_K0X4(K0, BASENAME, B); \</span></div><div class="line"><a name="l00461"></a><span class="lineno"> 461</span> <span class="preprocessor"> COLUMN_VECTOR(K0, 4, BASENAME, B); \</span></div><div class="line"><a name="l00462"></a><span class="lineno"> 462</span> <span class="preprocessor"> COLUMN_VECTOR(K0, 5, BASENAME, B); \</span></div><div class="line"><a name="l00463"></a><span class="lineno"> 463</span> <span class="preprocessor"> COLUMN_VECTOR(K0, 6, BASENAME, B); \</span></div><div class="line"><a name="l00464"></a><span class="lineno"> 464</span> <span class="preprocessor"> COLUMN_VECTOR(K0, 7, BASENAME, B);</span></div><div class="line"><a name="l00465"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#ab7f7711d7dd26714ebee9d07b8ce58a3"> 465</a></span> <span class="preprocessor">#define TRANSPOSE_K0X16(K0, BASENAME, B) \</span></div><div class="line"><a name="l00466"></a><span class="lineno"> 466</span> <span class="preprocessor"> TRANSPOSE_K0X8(K0, BASENAME, B); \</span></div><div class="line"><a name="l00467"></a><span class="lineno"> 467</span> <span class="preprocessor"> COLUMN_VECTOR(K0, 8, BASENAME, B); \</span></div><div class="line"><a name="l00468"></a><span class="lineno"> 468</span> <span class="preprocessor"> COLUMN_VECTOR(K0, 9, BASENAME, B); \</span></div><div class="line"><a name="l00469"></a><span class="lineno"> 469</span> <span class="preprocessor"> COLUMN_VECTOR(K0, A, BASENAME, B); \</span></div><div class="line"><a name="l00470"></a><span class="lineno"> 470</span> <span class="preprocessor"> COLUMN_VECTOR(K0, B, BASENAME, B); \</span></div><div class="line"><a name="l00471"></a><span class="lineno"> 471</span> <span class="preprocessor"> COLUMN_VECTOR(K0, C, BASENAME, B); \</span></div><div class="line"><a name="l00472"></a><span class="lineno"> 472</span> <span class="preprocessor"> COLUMN_VECTOR(K0, D, BASENAME, B); \</span></div><div class="line"><a name="l00473"></a><span class="lineno"> 473</span> <span class="preprocessor"> COLUMN_VECTOR(K0, E, BASENAME, B); \</span></div><div class="line"><a name="l00474"></a><span class="lineno"> 474</span> <span class="preprocessor"> COLUMN_VECTOR(K0, F, BASENAME, B);</span></div><div class="line"><a name="l00475"></a><span class="lineno"> 475</span> </div><div class="line"><a name="l00476"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a9b584c64be578f31fe714ca04d5b7599"> 476</a></span> <span class="preprocessor">#define COLUMN_VECTOR(K0, IDX_COL, BASENAME, B) \</span></div><div class="line"><a name="l00477"></a><span class="lineno"> 477</span> <span class="preprocessor"> CONCAT(COLUMN_VECTOR, K0) \</span></div><div class="line"><a name="l00478"></a><span class="lineno"> 478</span> <span class="preprocessor"> (IDX_COL, BASENAME, B);</span></div><div class="line"><a name="l00479"></a><span class="lineno"> 479</span> </div><div class="line"><a name="l00480"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#af83fba9e0a00fc38a71258f0052b9c24"> 480</a></span> <span class="preprocessor">#define TRANSPOSE_K0XN0(K0, N0, BASENAME, B) \</span></div><div class="line"><a name="l00481"></a><span class="lineno"> 481</span> <span class="preprocessor"> CONCAT(TRANSPOSE_K0X, N0) \</span></div><div class="line"><a name="l00482"></a><span class="lineno"> 482</span> <span class="preprocessor"> (K0, BASENAME, B);</span></div><div class="line"><a name="l00483"></a><span class="lineno"> 483</span> </div><div class="line"><a name="l00484"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a262fd1aa348d6db9829ac2fb3091e0e2"> 484</a></span> <span class="preprocessor">#define ADD_ROW_1(BASENAME, BIAS) \</span></div><div class="line"><a name="l00485"></a><span class="lineno"> 485</span> <span class="preprocessor"> BASENAME##0 += BIAS##0;</span></div><div class="line"><a name="l00486"></a><span class="lineno"> 486</span> </div><div class="line"><a name="l00487"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a9a4a3e258c8a76d2b2366d5c6f18e938"> 487</a></span> <span class="preprocessor">#define ADD_ROW_2(BASENAME, BIAS) \</span></div><div class="line"><a name="l00488"></a><span class="lineno"> 488</span> <span class="preprocessor"> ADD_ROW_1(BASENAME, BIAS) \</span></div><div class="line"><a name="l00489"></a><span class="lineno"> 489</span> <span class="preprocessor"> BASENAME##1 += BIAS##1;</span></div><div class="line"><a name="l00490"></a><span class="lineno"> 490</span> </div><div class="line"><a name="l00491"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a95da845fbd8793b29a1e09d148949fa4"> 491</a></span> <span class="preprocessor">#define ADD_ROW_3(BASENAME, BIAS) \</span></div><div class="line"><a name="l00492"></a><span class="lineno"> 492</span> <span class="preprocessor"> ADD_ROW_2(BASENAME, BIAS) \</span></div><div class="line"><a name="l00493"></a><span class="lineno"> 493</span> <span class="preprocessor"> BASENAME##2 += BIAS##2;</span></div><div class="line"><a name="l00494"></a><span class="lineno"> 494</span> </div><div class="line"><a name="l00495"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a2db13a86675d95a88daa7dfcf0e56ef3"> 495</a></span> <span class="preprocessor">#define ADD_ROW_4(BASENAME, BIAS) \</span></div><div class="line"><a name="l00496"></a><span class="lineno"> 496</span> <span class="preprocessor"> ADD_ROW_3(BASENAME, BIAS) \</span></div><div class="line"><a name="l00497"></a><span class="lineno"> 497</span> <span class="preprocessor"> BASENAME##3 += BIAS##3;</span></div><div class="line"><a name="l00498"></a><span class="lineno"> 498</span> </div><div class="line"><a name="l00499"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a78b36791b8d53134b5d7be171d1dd576"> 499</a></span> <span class="preprocessor">#define ADD_ROW_5(BASENAME, BIAS) \</span></div><div class="line"><a name="l00500"></a><span class="lineno"> 500</span> <span class="preprocessor"> ADD_ROW_4(BASENAME, BIAS) \</span></div><div class="line"><a name="l00501"></a><span class="lineno"> 501</span> <span class="preprocessor"> BASENAME##4 += BIAS##4;</span></div><div class="line"><a name="l00502"></a><span class="lineno"> 502</span> </div><div class="line"><a name="l00503"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a90b573562baa916273977081d78cd70b"> 503</a></span> <span class="preprocessor">#define ADD_ROW_6(BASENAME, BIAS) \</span></div><div class="line"><a name="l00504"></a><span class="lineno"> 504</span> <span class="preprocessor"> ADD_ROW_5(BASENAME, BIAS) \</span></div><div class="line"><a name="l00505"></a><span class="lineno"> 505</span> <span class="preprocessor"> BASENAME##5 += BIAS##5;</span></div><div class="line"><a name="l00506"></a><span class="lineno"> 506</span> </div><div class="line"><a name="l00507"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a24b6c5fc15575153454f10d7cdb8ec75"> 507</a></span> <span class="preprocessor">#define ADD_ROW_7(BASENAME, BIAS) \</span></div><div class="line"><a name="l00508"></a><span class="lineno"> 508</span> <span class="preprocessor"> ADD_ROW_6(BASENAME, BIAS) \</span></div><div class="line"><a name="l00509"></a><span class="lineno"> 509</span> <span class="preprocessor"> BASENAME##6 += BIAS##6;</span></div><div class="line"><a name="l00510"></a><span class="lineno"> 510</span> </div><div class="line"><a name="l00511"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a0350e3e2a111852d79390a72144b394e"> 511</a></span> <span class="preprocessor">#define ADD_ROW_8(BASENAME, BIAS) \</span></div><div class="line"><a name="l00512"></a><span class="lineno"> 512</span> <span class="preprocessor"> ADD_ROW_7(BASENAME, BIAS) \</span></div><div class="line"><a name="l00513"></a><span class="lineno"> 513</span> <span class="preprocessor"> BASENAME##7 += BIAS##7;</span></div><div class="line"><a name="l00514"></a><span class="lineno"> 514</span> </div><div class="line"><a name="l00515"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#afb2477bec0e97c3a02b090ca5e241b7e"> 515</a></span> <span class="preprocessor">#define ADD_ROW_9(BASENAME, BIAS) \</span></div><div class="line"><a name="l00516"></a><span class="lineno"> 516</span> <span class="preprocessor"> ADD_ROW_8(BASENAME, BIAS) \</span></div><div class="line"><a name="l00517"></a><span class="lineno"> 517</span> <span class="preprocessor"> BASENAME##8 += BIAS##8;</span></div><div class="line"><a name="l00518"></a><span class="lineno"> 518</span> </div><div class="line"><a name="l00519"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#af55a544ff0aed8b1ff5ac706e6f2def7"> 519</a></span> <span class="preprocessor">#define ADD_ROW_10(BASENAME, BIAS) \</span></div><div class="line"><a name="l00520"></a><span class="lineno"> 520</span> <span class="preprocessor"> ADD_ROW_9(BASENAME, BIAS) \</span></div><div class="line"><a name="l00521"></a><span class="lineno"> 521</span> <span class="preprocessor"> BASENAME##9 += BIAS##9;</span></div><div class="line"><a name="l00522"></a><span class="lineno"> 522</span> </div><div class="line"><a name="l00523"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a3abb49ddd5d9de949c126e8fd475dc9e"> 523</a></span> <span class="preprocessor">#define ADD_ROW_11(BASENAME, BIAS) \</span></div><div class="line"><a name="l00524"></a><span class="lineno"> 524</span> <span class="preprocessor"> ADD_ROW_10(BASENAME, BIAS) \</span></div><div class="line"><a name="l00525"></a><span class="lineno"> 525</span> <span class="preprocessor"> BASENAME##A += BIAS##A;</span></div><div class="line"><a name="l00526"></a><span class="lineno"> 526</span> </div><div class="line"><a name="l00527"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a5f8784fa8f828ba4e9a1ac4fe69d73dc"> 527</a></span> <span class="preprocessor">#define ADD_ROW_12(BASENAME, BIAS) \</span></div><div class="line"><a name="l00528"></a><span class="lineno"> 528</span> <span class="preprocessor"> ADD_ROW_11(BASENAME, BIAS) \</span></div><div class="line"><a name="l00529"></a><span class="lineno"> 529</span> <span class="preprocessor"> BASENAME##B += BIAS##B;</span></div><div class="line"><a name="l00530"></a><span class="lineno"> 530</span> </div><div class="line"><a name="l00531"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a02cb70709fbb9650a1a639c7abe638fa"> 531</a></span> <span class="preprocessor">#define ADD_ROW_13(BASENAME, BIAS) \</span></div><div class="line"><a name="l00532"></a><span class="lineno"> 532</span> <span class="preprocessor"> ADD_ROW_12(BASENAME, BIAS) \</span></div><div class="line"><a name="l00533"></a><span class="lineno"> 533</span> <span class="preprocessor"> BASENAME##C += BIAS##C;</span></div><div class="line"><a name="l00534"></a><span class="lineno"> 534</span> </div><div class="line"><a name="l00535"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a1afb4914b37ea04002f7c34ff9fb5451"> 535</a></span> <span class="preprocessor">#define ADD_ROW_14(BASENAME, BIAS) \</span></div><div class="line"><a name="l00536"></a><span class="lineno"> 536</span> <span class="preprocessor"> ADD_ROW_13(BASENAME, BIAS) \</span></div><div class="line"><a name="l00537"></a><span class="lineno"> 537</span> <span class="preprocessor"> BASENAME##D += BIAS##D;</span></div><div class="line"><a name="l00538"></a><span class="lineno"> 538</span> </div><div class="line"><a name="l00539"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#acea6e6e38e775db72e55d57ad432df5d"> 539</a></span> <span class="preprocessor">#define ADD_ROW_15(BASENAME, BIAS) \</span></div><div class="line"><a name="l00540"></a><span class="lineno"> 540</span> <span class="preprocessor"> ADD_ROW_14(BASENAME, BIAS) \</span></div><div class="line"><a name="l00541"></a><span class="lineno"> 541</span> <span class="preprocessor"> BASENAME##E += BIAS##E;</span></div><div class="line"><a name="l00542"></a><span class="lineno"> 542</span> </div><div class="line"><a name="l00543"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a7dd37c6a57e390e0215c212894789684"> 543</a></span> <span class="preprocessor">#define ADD_ROW_16(BASENAME, BIAS) \</span></div><div class="line"><a name="l00544"></a><span class="lineno"> 544</span> <span class="preprocessor"> ADD_ROW_15(BASENAME, BIAS) \</span></div><div class="line"><a name="l00545"></a><span class="lineno"> 545</span> <span class="preprocessor"> BASENAME##F += BIAS##F;</span></div><div class="line"><a name="l00546"></a><span class="lineno"> 546</span> </div><div class="line"><a name="l00547"></a><span class="lineno"> 547</span> <span class="comment">// ADD_ROW_n add the variables BIAS##0... BIAS##(n-1) to BASENAME##0 to BASENAME##(n-1)</span></div><div class="line"><a name="l00548"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#ae94a788934b8703fedfb364a980a11a6"> 548</a></span> <span class="preprocessor">#define ADD_BLOCK_STR(N, BASENAME, BIAS) ADD_ROW_##N(BASENAME, BIAS)</span></div><div class="line"><a name="l00549"></a><span class="lineno"> 549</span> </div><div class="line"><a name="l00552"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a47f4d3ee6a1f83a0c3d1744f42da118f"> 552</a></span> <span class="preprocessor">#define ADD_BLOCK(N, BASENAME, BIAS) ADD_BLOCK_STR(N, BASENAME, BIAS)</span></div><div class="line"><a name="l00553"></a><span class="lineno"> 553</span> </div><div class="line"><a name="l00554"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#acd0d3c9521fcc52fbb080ab46087331b"> 554</a></span> <span class="preprocessor">#define ADD_ROW_BROADCAST_1(BASENAME, BIAS) \</span></div><div class="line"><a name="l00555"></a><span class="lineno"> 555</span> <span class="preprocessor"> BASENAME##0 += BIAS;</span></div><div class="line"><a name="l00556"></a><span class="lineno"> 556</span> </div><div class="line"><a name="l00557"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a176d32d659f84960e8d4e1551adc4f09"> 557</a></span> <span class="preprocessor">#define ADD_ROW_BROADCAST_2(BASENAME, BIAS) \</span></div><div class="line"><a name="l00558"></a><span class="lineno"> 558</span> <span class="preprocessor"> ADD_ROW_BROADCAST_1(BASENAME, BIAS) \</span></div><div class="line"><a name="l00559"></a><span class="lineno"> 559</span> <span class="preprocessor"> BASENAME##1 += BIAS;</span></div><div class="line"><a name="l00560"></a><span class="lineno"> 560</span> </div><div class="line"><a name="l00561"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#aebeb14fcc0e8958b937599a5b4fe7a93"> 561</a></span> <span class="preprocessor">#define ADD_ROW_BROADCAST_3(BASENAME, BIAS) \</span></div><div class="line"><a name="l00562"></a><span class="lineno"> 562</span> <span class="preprocessor"> ADD_ROW_BROADCAST_2(BASENAME, BIAS) \</span></div><div class="line"><a name="l00563"></a><span class="lineno"> 563</span> <span class="preprocessor"> BASENAME##2 += BIAS;</span></div><div class="line"><a name="l00564"></a><span class="lineno"> 564</span> </div><div class="line"><a name="l00565"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#ad4de3d1ef130212aa0e14a92288f5195"> 565</a></span> <span class="preprocessor">#define ADD_ROW_BROADCAST_4(BASENAME, BIAS) \</span></div><div class="line"><a name="l00566"></a><span class="lineno"> 566</span> <span class="preprocessor"> ADD_ROW_BROADCAST_3(BASENAME, BIAS) \</span></div><div class="line"><a name="l00567"></a><span class="lineno"> 567</span> <span class="preprocessor"> BASENAME##3 += BIAS;</span></div><div class="line"><a name="l00568"></a><span class="lineno"> 568</span> </div><div class="line"><a name="l00569"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#abaf436cf5e2e9062faa2523d9f568ccb"> 569</a></span> <span class="preprocessor">#define ADD_ROW_BROADCAST_5(BASENAME, BIAS) \</span></div><div class="line"><a name="l00570"></a><span class="lineno"> 570</span> <span class="preprocessor"> ADD_ROW_BROADCAST_4(BASENAME, BIAS) \</span></div><div class="line"><a name="l00571"></a><span class="lineno"> 571</span> <span class="preprocessor"> BASENAME##4 += BIAS;</span></div><div class="line"><a name="l00572"></a><span class="lineno"> 572</span> </div><div class="line"><a name="l00573"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#aab82226c20d3ee2f80364d93e492f91a"> 573</a></span> <span class="preprocessor">#define ADD_ROW_BROADCAST_6(BASENAME, BIAS) \</span></div><div class="line"><a name="l00574"></a><span class="lineno"> 574</span> <span class="preprocessor"> ADD_ROW_BROADCAST_5(BASENAME, BIAS) \</span></div><div class="line"><a name="l00575"></a><span class="lineno"> 575</span> <span class="preprocessor"> BASENAME##5 += BIAS;</span></div><div class="line"><a name="l00576"></a><span class="lineno"> 576</span> </div><div class="line"><a name="l00577"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a4440d1a0661087bef69962003e8e0c6f"> 577</a></span> <span class="preprocessor">#define ADD_ROW_BROADCAST_7(BASENAME, BIAS) \</span></div><div class="line"><a name="l00578"></a><span class="lineno"> 578</span> <span class="preprocessor"> ADD_ROW_BROADCAST_6(BASENAME, BIAS) \</span></div><div class="line"><a name="l00579"></a><span class="lineno"> 579</span> <span class="preprocessor"> BASENAME##6 += BIAS;</span></div><div class="line"><a name="l00580"></a><span class="lineno"> 580</span> </div><div class="line"><a name="l00581"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a024dfebd7a680c25c9decf3abe24b6ee"> 581</a></span> <span class="preprocessor">#define ADD_ROW_BROADCAST_8(BASENAME, BIAS) \</span></div><div class="line"><a name="l00582"></a><span class="lineno"> 582</span> <span class="preprocessor"> ADD_ROW_BROADCAST_7(BASENAME, BIAS) \</span></div><div class="line"><a name="l00583"></a><span class="lineno"> 583</span> <span class="preprocessor"> BASENAME##7 += BIAS;</span></div><div class="line"><a name="l00584"></a><span class="lineno"> 584</span> </div><div class="line"><a name="l00585"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#aef63fcf06b81942e2c1cdedb3b697d0c"> 585</a></span> <span class="preprocessor">#define ADD_ROW_BROADCAST_9(BASENAME, BIAS) \</span></div><div class="line"><a name="l00586"></a><span class="lineno"> 586</span> <span class="preprocessor"> ADD_ROW_BROADCAST_8(BASENAME, BIAS) \</span></div><div class="line"><a name="l00587"></a><span class="lineno"> 587</span> <span class="preprocessor"> BASENAME##8 += BIAS;</span></div><div class="line"><a name="l00588"></a><span class="lineno"> 588</span> </div><div class="line"><a name="l00589"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a6b9dac7d7ab5608e53526d0e8fc9ed8d"> 589</a></span> <span class="preprocessor">#define ADD_ROW_BROADCAST_10(BASENAME, BIAS) \</span></div><div class="line"><a name="l00590"></a><span class="lineno"> 590</span> <span class="preprocessor"> ADD_ROW_BROADCAST_9(BASENAME, BIAS) \</span></div><div class="line"><a name="l00591"></a><span class="lineno"> 591</span> <span class="preprocessor"> BASENAME##9 += BIAS;</span></div><div class="line"><a name="l00592"></a><span class="lineno"> 592</span> </div><div class="line"><a name="l00593"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a76ad22b19006a15ec22db1eb71b5104e"> 593</a></span> <span class="preprocessor">#define ADD_ROW_BROADCAST_11(BASENAME, BIAS) \</span></div><div class="line"><a name="l00594"></a><span class="lineno"> 594</span> <span class="preprocessor"> ADD_ROW_BROADCAST_10(BASENAME, BIAS) \</span></div><div class="line"><a name="l00595"></a><span class="lineno"> 595</span> <span class="preprocessor"> BASENAME##A += BIAS;</span></div><div class="line"><a name="l00596"></a><span class="lineno"> 596</span> </div><div class="line"><a name="l00597"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a7f5b36e0f9d501a5ca56f41ed3127614"> 597</a></span> <span class="preprocessor">#define ADD_ROW_BROADCAST_12(BASENAME, BIAS) \</span></div><div class="line"><a name="l00598"></a><span class="lineno"> 598</span> <span class="preprocessor"> ADD_ROW_BROADCAST_11(BASENAME, BIAS) \</span></div><div class="line"><a name="l00599"></a><span class="lineno"> 599</span> <span class="preprocessor"> BASENAME##B += BIAS;</span></div><div class="line"><a name="l00600"></a><span class="lineno"> 600</span> </div><div class="line"><a name="l00601"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#aeea8bd7b430d8041e5c34b06789d430a"> 601</a></span> <span class="preprocessor">#define ADD_ROW_BROADCAST_13(BASENAME, BIAS) \</span></div><div class="line"><a name="l00602"></a><span class="lineno"> 602</span> <span class="preprocessor"> ADD_ROW_BROADCAST_12(BASENAME, BIAS) \</span></div><div class="line"><a name="l00603"></a><span class="lineno"> 603</span> <span class="preprocessor"> BASENAME##C += BIAS;</span></div><div class="line"><a name="l00604"></a><span class="lineno"> 604</span> </div><div class="line"><a name="l00605"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a41e89066eca08deffac7a472957e877b"> 605</a></span> <span class="preprocessor">#define ADD_ROW_BROADCAST_14(BASENAME, BIAS) \</span></div><div class="line"><a name="l00606"></a><span class="lineno"> 606</span> <span class="preprocessor"> ADD_ROW_BROADCAST_13(BASENAME, BIAS) \</span></div><div class="line"><a name="l00607"></a><span class="lineno"> 607</span> <span class="preprocessor"> BASENAME##D += BIAS;</span></div><div class="line"><a name="l00608"></a><span class="lineno"> 608</span> </div><div class="line"><a name="l00609"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a70edb397fda9cc735f746dff18ef0c1b"> 609</a></span> <span class="preprocessor">#define ADD_ROW_BROADCAST_15(BASENAME, BIAS) \</span></div><div class="line"><a name="l00610"></a><span class="lineno"> 610</span> <span class="preprocessor"> ADD_ROW_BROADCAST_14(BASENAME, BIAS) \</span></div><div class="line"><a name="l00611"></a><span class="lineno"> 611</span> <span class="preprocessor"> BASENAME##E += BIAS;</span></div><div class="line"><a name="l00612"></a><span class="lineno"> 612</span> </div><div class="line"><a name="l00613"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a728b576315645636d81d072eaee516bc"> 613</a></span> <span class="preprocessor">#define ADD_ROW_BROADCAST_16(BASENAME, BIAS) \</span></div><div class="line"><a name="l00614"></a><span class="lineno"> 614</span> <span class="preprocessor"> ADD_ROW_BROADCAST_15(BASENAME, BIAS) \</span></div><div class="line"><a name="l00615"></a><span class="lineno"> 615</span> <span class="preprocessor"> BASENAME##F += BIAS;</span></div><div class="line"><a name="l00616"></a><span class="lineno"> 616</span> </div><div class="line"><a name="l00617"></a><span class="lineno"> 617</span> <span class="comment">// ADD_ROW_n add the variables BIAS to BASENAME##0 to BASENAME##(n-1)</span></div><div class="line"><a name="l00618"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#af28dee0f6cd6020d91d66f4ced01569b"> 618</a></span> <span class="preprocessor">#define ADD_BLOCK_BROADCAST_STR(N, BASENAME, BIAS) ADD_ROW_BROADCAST_##N(BASENAME, BIAS)</span></div><div class="line"><a name="l00619"></a><span class="lineno"> 619</span> </div><div class="line"><a name="l00622"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a055f3dc1bfec3462a3c48de0203a2c80"> 622</a></span> <span class="preprocessor">#define ADD_BLOCK_BROADCAST(N, BASENAME, BIAS) ADD_BLOCK_BROADCAST_STR(N, BASENAME, BIAS)</span></div><div class="line"><a name="l00623"></a><span class="lineno"> 623</span> </div><div class="line"><a name="l00624"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a9a5d333671a60527da1acb0b4ab108ef"> 624</a></span> <span class="preprocessor">#define ACTIVATION_ROW_1(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00625"></a><span class="lineno"> 625</span> <span class="preprocessor"> BASENAME##0 = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, BASENAME##0, A_VAL, B_VAL);</span></div><div class="line"><a name="l00626"></a><span class="lineno"> 626</span> </div><div class="line"><a name="l00627"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a2528c467ff7f9de034412eb58ab634b1"> 627</a></span> <span class="preprocessor">#define ACTIVATION_ROW_2(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00628"></a><span class="lineno"> 628</span> <span class="preprocessor"> ACTIVATION_ROW_1(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00629"></a><span class="lineno"> 629</span> <span class="preprocessor"> BASENAME##1 = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, BASENAME##1, A_VAL, B_VAL);</span></div><div class="line"><a name="l00630"></a><span class="lineno"> 630</span> </div><div class="line"><a name="l00631"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a985131db76a28d171da0810a8b0f70ee"> 631</a></span> <span class="preprocessor">#define ACTIVATION_ROW_3(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00632"></a><span class="lineno"> 632</span> <span class="preprocessor"> ACTIVATION_ROW_2(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00633"></a><span class="lineno"> 633</span> <span class="preprocessor"> BASENAME##2 = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, BASENAME##2, A_VAL, B_VAL);</span></div><div class="line"><a name="l00634"></a><span class="lineno"> 634</span> </div><div class="line"><a name="l00635"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#ad7ea2cca2af876b0bae9945c22f526d9"> 635</a></span> <span class="preprocessor">#define ACTIVATION_ROW_4(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00636"></a><span class="lineno"> 636</span> <span class="preprocessor"> ACTIVATION_ROW_3(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00637"></a><span class="lineno"> 637</span> <span class="preprocessor"> BASENAME##3 = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, BASENAME##3, A_VAL, B_VAL);</span></div><div class="line"><a name="l00638"></a><span class="lineno"> 638</span> </div><div class="line"><a name="l00639"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#abea5a4ee08e4599e563652e58a3b747e"> 639</a></span> <span class="preprocessor">#define ACTIVATION_ROW_5(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00640"></a><span class="lineno"> 640</span> <span class="preprocessor"> ACTIVATION_ROW_4(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00641"></a><span class="lineno"> 641</span> <span class="preprocessor"> BASENAME##4 = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, BASENAME##4, A_VAL, B_VAL);</span></div><div class="line"><a name="l00642"></a><span class="lineno"> 642</span> </div><div class="line"><a name="l00643"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#ab9f2197890842e0157532502f4553741"> 643</a></span> <span class="preprocessor">#define ACTIVATION_ROW_6(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00644"></a><span class="lineno"> 644</span> <span class="preprocessor"> ACTIVATION_ROW_5(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00645"></a><span class="lineno"> 645</span> <span class="preprocessor"> BASENAME##5 = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, BASENAME##5, A_VAL, B_VAL);</span></div><div class="line"><a name="l00646"></a><span class="lineno"> 646</span> </div><div class="line"><a name="l00647"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a5639eaa43eaf94060f8a43877bc7f293"> 647</a></span> <span class="preprocessor">#define ACTIVATION_ROW_7(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00648"></a><span class="lineno"> 648</span> <span class="preprocessor"> ACTIVATION_ROW_6(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00649"></a><span class="lineno"> 649</span> <span class="preprocessor"> BASENAME##6 = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, BASENAME##6, A_VAL, B_VAL);</span></div><div class="line"><a name="l00650"></a><span class="lineno"> 650</span> </div><div class="line"><a name="l00651"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#acf7acbf0e44c8cbf3ed05960d8b370a2"> 651</a></span> <span class="preprocessor">#define ACTIVATION_ROW_8(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00652"></a><span class="lineno"> 652</span> <span class="preprocessor"> ACTIVATION_ROW_7(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00653"></a><span class="lineno"> 653</span> <span class="preprocessor"> BASENAME##7 = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, BASENAME##7, A_VAL, B_VAL);</span></div><div class="line"><a name="l00654"></a><span class="lineno"> 654</span> </div><div class="line"><a name="l00655"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#addb9f251eaafaad1250ef7d9ebb3b030"> 655</a></span> <span class="preprocessor">#define ACTIVATION_ROW_9(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00656"></a><span class="lineno"> 656</span> <span class="preprocessor"> ACTIVATION_ROW_8(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00657"></a><span class="lineno"> 657</span> <span class="preprocessor"> BASENAME##8 = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, BASENAME##8, A_VAL, B_VAL);</span></div><div class="line"><a name="l00658"></a><span class="lineno"> 658</span> </div><div class="line"><a name="l00659"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#ae59e674e9d27783d6a30db18caaa15df"> 659</a></span> <span class="preprocessor">#define ACTIVATION_ROW_10(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00660"></a><span class="lineno"> 660</span> <span class="preprocessor"> ACTIVATION_ROW_9(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00661"></a><span class="lineno"> 661</span> <span class="preprocessor"> BASENAME##9 = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, BASENAME##9, A_VAL, B_VAL);</span></div><div class="line"><a name="l00662"></a><span class="lineno"> 662</span> </div><div class="line"><a name="l00663"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a07074bdfb43219ddfe300148db0efd52"> 663</a></span> <span class="preprocessor">#define ACTIVATION_ROW_11(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00664"></a><span class="lineno"> 664</span> <span class="preprocessor"> ACTIVATION_ROW_10(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00665"></a><span class="lineno"> 665</span> <span class="preprocessor"> BASENAME##A = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, BASENAME##A, A_VAL, B_VAL);</span></div><div class="line"><a name="l00666"></a><span class="lineno"> 666</span> </div><div class="line"><a name="l00667"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a63a4bffa7fdb0e11692d4e5dbb0990d1"> 667</a></span> <span class="preprocessor">#define ACTIVATION_ROW_12(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00668"></a><span class="lineno"> 668</span> <span class="preprocessor"> ACTIVATION_ROW_11(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00669"></a><span class="lineno"> 669</span> <span class="preprocessor"> BASENAME##B = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, BASENAME##B, A_VAL, B_VAL);</span></div><div class="line"><a name="l00670"></a><span class="lineno"> 670</span> </div><div class="line"><a name="l00671"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a7f664dbeac0ab85fe6ff32dd0defe195"> 671</a></span> <span class="preprocessor">#define ACTIVATION_ROW_13(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00672"></a><span class="lineno"> 672</span> <span class="preprocessor"> ACTIVATION_ROW_12(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00673"></a><span class="lineno"> 673</span> <span class="preprocessor"> BASENAME##C = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, BASENAME##C, A_VAL, B_VAL);</span></div><div class="line"><a name="l00674"></a><span class="lineno"> 674</span> </div><div class="line"><a name="l00675"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#ab3ff3db26f85fb5d8498be439020911b"> 675</a></span> <span class="preprocessor">#define ACTIVATION_ROW_14(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00676"></a><span class="lineno"> 676</span> <span class="preprocessor"> ACTIVATION_ROW_13(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00677"></a><span class="lineno"> 677</span> <span class="preprocessor"> BASENAME##D = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, BASENAME##D, A_VAL, B_VAL);</span></div><div class="line"><a name="l00678"></a><span class="lineno"> 678</span> </div><div class="line"><a name="l00679"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#ac2defc172614c2508737af398b7cfb6b"> 679</a></span> <span class="preprocessor">#define ACTIVATION_ROW_15(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00680"></a><span class="lineno"> 680</span> <span class="preprocessor"> ACTIVATION_ROW_14(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00681"></a><span class="lineno"> 681</span> <span class="preprocessor"> BASENAME##E = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, BASENAME##E, A_VAL, B_VAL);</span></div><div class="line"><a name="l00682"></a><span class="lineno"> 682</span> </div><div class="line"><a name="l00683"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a2644f3758fec09f4b5639cf51a8617f9"> 683</a></span> <span class="preprocessor">#define ACTIVATION_ROW_16(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00684"></a><span class="lineno"> 684</span> <span class="preprocessor"> ACTIVATION_ROW_15(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00685"></a><span class="lineno"> 685</span> <span class="preprocessor"> BASENAME##F = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, BASENAME##F, A_VAL, B_VAL);</span></div><div class="line"><a name="l00686"></a><span class="lineno"> 686</span> </div><div class="line"><a name="l00687"></a><span class="lineno"> 687</span> <span class="comment">// ACTIVATION_ROW_n apply activation to the variables BASENAME##0... BASENAME##(n-1)</span></div><div class="line"><a name="l00688"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a7bbe15f149f5f2a31c613daa1afa860c"> 688</a></span> <span class="preprocessor">#define ACTIVATION_BLOCK_STR(N, ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) ACTIVATION_ROW_##N(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL)</span></div><div class="line"><a name="l00689"></a><span class="lineno"> 689</span> </div><div class="line"><a name="l00692"></a><span class="lineno"><a class="line" href="gemm_8cl.xhtml#a2da39e3a865d4f0da99e21e37c2cef85"> 692</a></span> <span class="preprocessor">#define ACTIVATION_BLOCK(N, ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) ACTIVATION_BLOCK_STR(N, ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL)</span></div><div class="ttc" id="activation__float__helpers_8h_xhtml"><div class="ttname"><a href="activation__float__helpers_8h.xhtml">activation_float_helpers.h</a></div></div>
+<a href="gemm__helpers_8h.xhtml">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span> <span class="comment">/*</span></div><div class="line"><a name="l00002"></a><span class="lineno"> 2</span> <span class="comment"> * Copyright (c) 2019 ARM Limited.</span></div><div class="line"><a name="l00003"></a><span class="lineno"> 3</span> <span class="comment"> *</span></div><div class="line"><a name="l00004"></a><span class="lineno"> 4</span> <span class="comment"> * SPDX-License-Identifier: MIT</span></div><div class="line"><a name="l00005"></a><span class="lineno"> 5</span> <span class="comment"> *</span></div><div class="line"><a name="l00006"></a><span class="lineno"> 6</span> <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> <span class="comment"> * of this software and associated documentation files (the "Software"), to</span></div><div class="line"><a name="l00008"></a><span class="lineno"> 8</span> <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> <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> <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> <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> <span class="comment"> *</span></div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span> <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> <span class="comment"> * copies or substantial portions of the Software.</span></div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span> <span class="comment"> *</span></div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span> <span class="comment"> * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR</span></div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span> <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> <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> <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> <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> <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> <span class="comment"> * SOFTWARE.</span></div><div class="line"><a name="l00023"></a><span class="lineno"> 23</span> <span class="comment"> */</span></div><div class="line"><a name="l00024"></a><span class="lineno"> 24</span> <span class="preprocessor">#include "<a class="code" href="activation__float__helpers_8h.xhtml">activation_float_helpers.h</a>"</span></div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span> <span class="preprocessor">#include "<a class="code" href="src_2core_2_c_l_2cl__kernels_2_helpers_8h.xhtml">helpers.h</a>"</span></div><div class="line"><a name="l00026"></a><span class="lineno"> 26</span> <span class="comment"></span></div><div class="line"><a name="l00027"></a><span class="lineno"> 27</span> <span class="comment">/** Loads the rows from 0 to n-1 in the given variables (BASENAME0 to BASENAMEn-1).</span></div><div class="line"><a name="l00028"></a><span class="lineno"> 28</span> <span class="comment"> * @name LOAD_ROW_n</span></div><div class="line"><a name="l00029"></a><span class="lineno"> 29</span> <span class="comment"> *</span></div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span> <span class="comment"> * @param[in] N0 The number of rows to load</span></div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span> <span class="comment"> * @param[in] DATA_TYPE The data type of variables</span></div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span> <span class="comment"> * @param[in] BASENAME The basename of the destination variables for the loaded rows</span></div><div class="line"><a name="l00033"></a><span class="lineno"> 33</span> <span class="comment"> * @param[in] PTR The base pointer</span></div><div class="line"><a name="l00034"></a><span class="lineno"> 34</span> <span class="comment"> * @param[in] OFFSET The offset within a row</span></div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span> <span class="comment"> * @param[in] STRIDE_Y The stride value in y-axis direction</span></div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span> <span class="comment"> * @param[in] Z The z-axis offset vector</span></div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span> <span class="comment"> * @{</span></div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span> <span class="comment"> */</span></div><div class="line"><a name="l00039"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a47d0318e483c8bf1249cac01f5be3f85"> 39</a></span> <span class="preprocessor">#define LOAD_ROW_1(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00040"></a><span class="lineno"> 40</span> <span class="preprocessor"> VEC_DATA_TYPE(DATA_TYPE, N0) \</span></div><div class="line"><a name="l00041"></a><span class="lineno"> 41</span> <span class="preprocessor"> BASENAME##0 = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 0 * STRIDE_Y + Z##0));</span></div><div class="line"><a name="l00042"></a><span class="lineno"> 42</span> </div><div class="line"><a name="l00043"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a798f9cfb3707f3e877eb97b746eb2eea"> 43</a></span> <span class="preprocessor">#define LOAD_ROW_2(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span> <span class="preprocessor"> LOAD_ROW_1(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span> <span class="preprocessor"> VEC_DATA_TYPE(DATA_TYPE, N0) \</span></div><div class="line"><a name="l00046"></a><span class="lineno"> 46</span> <span class="preprocessor"> BASENAME##1 = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 1 * STRIDE_Y + Z##1));</span></div><div class="line"><a name="l00047"></a><span class="lineno"> 47</span> </div><div class="line"><a name="l00048"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#af7b7d08d2111fc59c87f82316eb973f4"> 48</a></span> <span class="preprocessor">#define LOAD_ROW_3(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00049"></a><span class="lineno"> 49</span> <span class="preprocessor"> LOAD_ROW_2(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00050"></a><span class="lineno"> 50</span> <span class="preprocessor"> VEC_DATA_TYPE(DATA_TYPE, N0) \</span></div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span> <span class="preprocessor"> BASENAME##2 = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 2 * STRIDE_Y + Z##2));</span></div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span> </div><div class="line"><a name="l00053"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a886d1d55a89407c21ea628b8c3befe91"> 53</a></span> <span class="preprocessor">#define LOAD_ROW_4(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00054"></a><span class="lineno"> 54</span> <span class="preprocessor"> LOAD_ROW_3(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00055"></a><span class="lineno"> 55</span> <span class="preprocessor"> VEC_DATA_TYPE(DATA_TYPE, N0) \</span></div><div class="line"><a name="l00056"></a><span class="lineno"> 56</span> <span class="preprocessor"> BASENAME##3 = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 3 * STRIDE_Y + Z##3));</span></div><div class="line"><a name="l00057"></a><span class="lineno"> 57</span> </div><div class="line"><a name="l00058"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a65248accef4f832b346e0c21238d4f7a"> 58</a></span> <span class="preprocessor">#define LOAD_ROW_5(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00059"></a><span class="lineno"> 59</span> <span class="preprocessor"> LOAD_ROW_4(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00060"></a><span class="lineno"> 60</span> <span class="preprocessor"> VEC_DATA_TYPE(DATA_TYPE, N0) \</span></div><div class="line"><a name="l00061"></a><span class="lineno"> 61</span> <span class="preprocessor"> BASENAME##4 = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 4 * STRIDE_Y + Z##4));</span></div><div class="line"><a name="l00062"></a><span class="lineno"> 62</span> </div><div class="line"><a name="l00063"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a89fd46c97cdf031fccea1acda1dff49c"> 63</a></span> <span class="preprocessor">#define LOAD_ROW_6(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00064"></a><span class="lineno"> 64</span> <span class="preprocessor"> LOAD_ROW_5(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00065"></a><span class="lineno"> 65</span> <span class="preprocessor"> VEC_DATA_TYPE(DATA_TYPE, N0) \</span></div><div class="line"><a name="l00066"></a><span class="lineno"> 66</span> <span class="preprocessor"> BASENAME##5 = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 5 * STRIDE_Y + Z##5));</span></div><div class="line"><a name="l00067"></a><span class="lineno"> 67</span> </div><div class="line"><a name="l00068"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#acf1a71de06f28f487d65a55c85d9d873"> 68</a></span> <span class="preprocessor">#define LOAD_ROW_7(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00069"></a><span class="lineno"> 69</span> <span class="preprocessor"> LOAD_ROW_6(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00070"></a><span class="lineno"> 70</span> <span class="preprocessor"> VEC_DATA_TYPE(DATA_TYPE, N0) \</span></div><div class="line"><a name="l00071"></a><span class="lineno"> 71</span> <span class="preprocessor"> BASENAME##6 = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 6 * STRIDE_Y + Z##6));</span></div><div class="line"><a name="l00072"></a><span class="lineno"> 72</span> </div><div class="line"><a name="l00073"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a4f76d9d0d205f0c8862f23ab7c0456f6"> 73</a></span> <span class="preprocessor">#define LOAD_ROW_8(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00074"></a><span class="lineno"> 74</span> <span class="preprocessor"> LOAD_ROW_7(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00075"></a><span class="lineno"> 75</span> <span class="preprocessor"> VEC_DATA_TYPE(DATA_TYPE, N0) \</span></div><div class="line"><a name="l00076"></a><span class="lineno"> 76</span> <span class="preprocessor"> BASENAME##7 = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 7 * STRIDE_Y + Z##7));</span></div><div class="line"><a name="l00077"></a><span class="lineno"> 77</span> </div><div class="line"><a name="l00078"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a04f39028581da3c232421899bc5dd4b2"> 78</a></span> <span class="preprocessor">#define LOAD_ROW_9(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00079"></a><span class="lineno"> 79</span> <span class="preprocessor"> LOAD_ROW_8(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00080"></a><span class="lineno"> 80</span> <span class="preprocessor"> VEC_DATA_TYPE(DATA_TYPE, N0) \</span></div><div class="line"><a name="l00081"></a><span class="lineno"> 81</span> <span class="preprocessor"> BASENAME##8 = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 8 * STRIDE_Y + Z##8));</span></div><div class="line"><a name="l00082"></a><span class="lineno"> 82</span> </div><div class="line"><a name="l00083"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a3f98a94646a1829ee96bba0d6ecbe941"> 83</a></span> <span class="preprocessor">#define LOAD_ROW_10(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00084"></a><span class="lineno"> 84</span> <span class="preprocessor"> LOAD_ROW_9(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00085"></a><span class="lineno"> 85</span> <span class="preprocessor"> VEC_DATA_TYPE(DATA_TYPE, N0) \</span></div><div class="line"><a name="l00086"></a><span class="lineno"> 86</span> <span class="preprocessor"> BASENAME##9 = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 9 * STRIDE_Y + Z##9));</span></div><div class="line"><a name="l00087"></a><span class="lineno"> 87</span> </div><div class="line"><a name="l00088"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a625c352a8e436c48c80a2a34b3ecd89c"> 88</a></span> <span class="preprocessor">#define LOAD_ROW_11(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00089"></a><span class="lineno"> 89</span> <span class="preprocessor"> LOAD_ROW_10(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00090"></a><span class="lineno"> 90</span> <span class="preprocessor"> VEC_DATA_TYPE(DATA_TYPE, N0) \</span></div><div class="line"><a name="l00091"></a><span class="lineno"> 91</span> <span class="preprocessor"> BASENAME##A = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 10 * STRIDE_Y + Z##A));</span></div><div class="line"><a name="l00092"></a><span class="lineno"> 92</span> </div><div class="line"><a name="l00093"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a5470fa6b475080a826d74ddd61bcb609"> 93</a></span> <span class="preprocessor">#define LOAD_ROW_12(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00094"></a><span class="lineno"> 94</span> <span class="preprocessor"> LOAD_ROW_11(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00095"></a><span class="lineno"> 95</span> <span class="preprocessor"> VEC_DATA_TYPE(DATA_TYPE, N0) \</span></div><div class="line"><a name="l00096"></a><span class="lineno"> 96</span> <span class="preprocessor"> BASENAME##B = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 11 * STRIDE_Y + Z##B));</span></div><div class="line"><a name="l00097"></a><span class="lineno"> 97</span> </div><div class="line"><a name="l00098"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a190f35787ec8c00cfcd54784ce02b856"> 98</a></span> <span class="preprocessor">#define LOAD_ROW_13(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00099"></a><span class="lineno"> 99</span> <span class="preprocessor"> LOAD_ROW_12(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00100"></a><span class="lineno"> 100</span> <span class="preprocessor"> VEC_DATA_TYPE(DATA_TYPE, N0) \</span></div><div class="line"><a name="l00101"></a><span class="lineno"> 101</span> <span class="preprocessor"> BASENAME##C = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 12 * STRIDE_Y + Z##C));</span></div><div class="line"><a name="l00102"></a><span class="lineno"> 102</span> </div><div class="line"><a name="l00103"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a6df05f3dfb8e1308cd0e12f627b6d5d7"> 103</a></span> <span class="preprocessor">#define LOAD_ROW_14(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00104"></a><span class="lineno"> 104</span> <span class="preprocessor"> LOAD_ROW_13(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00105"></a><span class="lineno"> 105</span> <span class="preprocessor"> VEC_DATA_TYPE(DATA_TYPE, N0) \</span></div><div class="line"><a name="l00106"></a><span class="lineno"> 106</span> <span class="preprocessor"> BASENAME##D = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 13 * STRIDE_Y + Z##D));</span></div><div class="line"><a name="l00107"></a><span class="lineno"> 107</span> </div><div class="line"><a name="l00108"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#abd61fbb6e4450c670127fa7201124555"> 108</a></span> <span class="preprocessor">#define LOAD_ROW_15(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00109"></a><span class="lineno"> 109</span> <span class="preprocessor"> LOAD_ROW_14(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00110"></a><span class="lineno"> 110</span> <span class="preprocessor"> VEC_DATA_TYPE(DATA_TYPE, N0) \</span></div><div class="line"><a name="l00111"></a><span class="lineno"> 111</span> <span class="preprocessor"> BASENAME##E = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 14 * STRIDE_Y + Z##E));</span></div><div class="line"><a name="l00112"></a><span class="lineno"> 112</span> </div><div class="line"><a name="l00113"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a8685b28c200aeb1c878abaa7f06e4150"> 113</a></span> <span class="preprocessor">#define LOAD_ROW_16(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00114"></a><span class="lineno"> 114</span> <span class="preprocessor"> LOAD_ROW_15(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00115"></a><span class="lineno"> 115</span> <span class="preprocessor"> VEC_DATA_TYPE(DATA_TYPE, N0) \</span></div><div class="line"><a name="l00116"></a><span class="lineno"> 116</span> <span class="preprocessor"> BASENAME##F = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 15 * STRIDE_Y + Z##F));</span></div><div class="line"><a name="l00117"></a><span class="lineno"> 117</span> <span class="comment"></span></div><div class="line"><a name="l00118"></a><span class="lineno"> 118</span> <span class="comment">/** @}*/</span> <span class="comment">// end of group LOAD_ROW_n</span></div><div class="line"><a name="l00119"></a><span class="lineno"> 119</span> <span class="comment"></span></div><div class="line"><a name="l00120"></a><span class="lineno"> 120</span> <span class="comment">/** Load Blocks (consecutive rows and columns) with Z offset.</span></div><div class="line"><a name="l00121"></a><span class="lineno"> 121</span> <span class="comment"> * @name LOAD_BLOCK</span></div><div class="line"><a name="l00122"></a><span class="lineno"> 122</span> <span class="comment"> *</span></div><div class="line"><a name="l00123"></a><span class="lineno"> 123</span> <span class="comment"> * Supported cases are M0=1,2,3,...,16 and N0=1,2,3,4,8,16</span></div><div class="line"><a name="l00124"></a><span class="lineno"> 124</span> <span class="comment"> * The data to load is expected to have consecutive names for each row.</span></div><div class="line"><a name="l00125"></a><span class="lineno"> 125</span> <span class="comment"> * E.g., for M0=3, and BASENAME=c, the expected data is c0, c1 and c2.</span></div><div class="line"><a name="l00126"></a><span class="lineno"> 126</span> <span class="comment"> * The Z offset is expected to have consecutive names.</span></div><div class="line"><a name="l00127"></a><span class="lineno"> 127</span> <span class="comment"> * E.g., for M0=3, and Z=zin, the expected Z offsets are zin0, zin1 and zin2.</span></div><div class="line"><a name="l00128"></a><span class="lineno"> 128</span> <span class="comment"> *</span></div><div class="line"><a name="l00129"></a><span class="lineno"> 129</span> <span class="comment"> * @param[in] M0 The number of consecutive rows</span></div><div class="line"><a name="l00130"></a><span class="lineno"> 130</span> <span class="comment"> * @param[in] N0 The number of consecutive columns</span></div><div class="line"><a name="l00131"></a><span class="lineno"> 131</span> <span class="comment"> * @param[in] DATA_TYPE The data type of the target</span></div><div class="line"><a name="l00132"></a><span class="lineno"> 132</span> <span class="comment"> * @param[in] BASENAME The basename of the result variables</span></div><div class="line"><a name="l00133"></a><span class="lineno"> 133</span> <span class="comment"> * @param[in] PTR The base pointer for the data</span></div><div class="line"><a name="l00134"></a><span class="lineno"> 134</span> <span class="comment"> * @param[in] OFFSET The offset within a row</span></div><div class="line"><a name="l00135"></a><span class="lineno"> 135</span> <span class="comment"> * @param[in] STRIDE_Y The stride in y-axis direction</span></div><div class="line"><a name="l00136"></a><span class="lineno"> 136</span> <span class="comment"> * @param[in] Z The z-axis offset vector</span></div><div class="line"><a name="l00137"></a><span class="lineno"> 137</span> <span class="comment"> * @{</span></div><div class="line"><a name="l00138"></a><span class="lineno"> 138</span> <span class="comment"> */</span></div><div class="line"><a name="l00139"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a747de97d8be712f289a1fa0f0823b0f7"> 139</a></span> <span class="preprocessor">#define LOAD_BLOCK_STR(M0, N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) LOAD_ROW_##M0(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z)</span></div><div class="line"><a name="l00140"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a9fe7ded27e552f48fa285d34fb00427d"> 140</a></span> <span class="preprocessor">#define LOAD_BLOCK(M0, N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) LOAD_BLOCK_STR(M0, N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z)</span></div><div class="line"><a name="l00141"></a><span class="lineno"> 141</span> <span class="comment">/** @} */</span> <span class="comment">// end of group LOAD_BLOCK</span></div><div class="line"><a name="l00142"></a><span class="lineno"> 142</span> <span class="comment"></span></div><div class="line"><a name="l00143"></a><span class="lineno"> 143</span> <span class="comment">/** Basic macros to calculate Z offset values from Z0 to Zn-1</span></div><div class="line"><a name="l00144"></a><span class="lineno"> 144</span> <span class="comment"> * @name CALCULATE_Z_OFFSET_n</span></div><div class="line"><a name="l00145"></a><span class="lineno"> 145</span> <span class="comment"> *</span></div><div class="line"><a name="l00146"></a><span class="lineno"> 146</span> <span class="comment"> * @param[in] M0 The number of offset values to calculate</span></div><div class="line"><a name="l00147"></a><span class="lineno"> 147</span> <span class="comment"> * @param[in] DATA_TYPE The data type of the results</span></div><div class="line"><a name="l00148"></a><span class="lineno"> 148</span> <span class="comment"> * @param[in] Z The basename of the result variables</span></div><div class="line"><a name="l00149"></a><span class="lineno"> 149</span> <span class="comment"> * @param[in] Y The work-itme ID of y-axis</span></div><div class="line"><a name="l00150"></a><span class="lineno"> 150</span> <span class="comment"> * @param[in] HEIGHT_GEMM3D The height of GEMM3D</span></div><div class="line"><a name="l00151"></a><span class="lineno"> 151</span> <span class="comment"> * @param[in] DEPTH_GEMM3D The depth of GEMM3D</span></div><div class="line"><a name="l00152"></a><span class="lineno"> 152</span> <span class="comment"> * @param[in] CROSS_PLANE_PAD The padding required for plane changes accross the z-dimension</span></div><div class="line"><a name="l00153"></a><span class="lineno"> 153</span> <span class="comment"> * @param[in] STRIDE_Y The stride value in y-axis direction</span></div><div class="line"><a name="l00154"></a><span class="lineno"> 154</span> <span class="comment"> *</span></div><div class="line"><a name="l00155"></a><span class="lineno"> 155</span> <span class="comment"> * @{</span></div><div class="line"><a name="l00156"></a><span class="lineno"> 156</span> <span class="comment"> */</span></div><div class="line"><a name="l00157"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#af44d62ccb7efb770ce2b3afcc011b0e1"> 157</a></span> <span class="preprocessor">#define CALCULATE_Z_OFFSET_1(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \</span></div><div class="line"><a name="l00158"></a><span class="lineno"> 158</span> <span class="preprocessor"> Z##0 = (0 + (DATA_TYPE)(Y * (DATA_TYPE)M0)) / (DATA_TYPE)HEIGHT_GEMM3D; \</span></div><div class="line"><a name="l00159"></a><span class="lineno"> 159</span> <span class="preprocessor"> Z##0 = min((DATA_TYPE)(DEPTH_GEMM3D - 1), Z##0); \</span></div><div class="line"><a name="l00160"></a><span class="lineno"> 160</span> <span class="preprocessor"> Z##0 *= (CROSS_PLANE_PAD * STRIDE_Y);</span></div><div class="line"><a name="l00161"></a><span class="lineno"> 161</span> </div><div class="line"><a name="l00162"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#aedf983ad831ad84fa7e5fdcc485ff3b4"> 162</a></span> <span class="preprocessor">#define CALCULATE_Z_OFFSET_2(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \</span></div><div class="line"><a name="l00163"></a><span class="lineno"> 163</span> <span class="preprocessor"> CALCULATE_Z_OFFSET_1(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \</span></div><div class="line"><a name="l00164"></a><span class="lineno"> 164</span> <span class="preprocessor"> Z##1 = (1 + (DATA_TYPE)(Y * (DATA_TYPE)M0)) / (DATA_TYPE)HEIGHT_GEMM3D; \</span></div><div class="line"><a name="l00165"></a><span class="lineno"> 165</span> <span class="preprocessor"> Z##1 = min((DATA_TYPE)(DEPTH_GEMM3D - 1), Z##1); \</span></div><div class="line"><a name="l00166"></a><span class="lineno"> 166</span> <span class="preprocessor"> Z##1 *= (CROSS_PLANE_PAD * STRIDE_Y);</span></div><div class="line"><a name="l00167"></a><span class="lineno"> 167</span> </div><div class="line"><a name="l00168"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a320b5ca921dcee41aee1167a2ab65860"> 168</a></span> <span class="preprocessor">#define CALCULATE_Z_OFFSET_3(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \</span></div><div class="line"><a name="l00169"></a><span class="lineno"> 169</span> <span class="preprocessor"> CALCULATE_Z_OFFSET_2(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \</span></div><div class="line"><a name="l00170"></a><span class="lineno"> 170</span> <span class="preprocessor"> Z##2 = (2 + (DATA_TYPE)(Y * (DATA_TYPE)M0)) / (DATA_TYPE)HEIGHT_GEMM3D; \</span></div><div class="line"><a name="l00171"></a><span class="lineno"> 171</span> <span class="preprocessor"> Z##2 = min((DATA_TYPE)(DEPTH_GEMM3D - 1), Z##2); \</span></div><div class="line"><a name="l00172"></a><span class="lineno"> 172</span> <span class="preprocessor"> Z##2 *= (CROSS_PLANE_PAD * STRIDE_Y);</span></div><div class="line"><a name="l00173"></a><span class="lineno"> 173</span> </div><div class="line"><a name="l00174"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a1cf8ad0835b4ab42914d2d36a0063bb4"> 174</a></span> <span class="preprocessor">#define CALCULATE_Z_OFFSET_4(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \</span></div><div class="line"><a name="l00175"></a><span class="lineno"> 175</span> <span class="preprocessor"> CALCULATE_Z_OFFSET_3(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \</span></div><div class="line"><a name="l00176"></a><span class="lineno"> 176</span> <span class="preprocessor"> Z##3 = (3 + (DATA_TYPE)(Y * (DATA_TYPE)M0)) / (DATA_TYPE)HEIGHT_GEMM3D; \</span></div><div class="line"><a name="l00177"></a><span class="lineno"> 177</span> <span class="preprocessor"> Z##3 = min((DATA_TYPE)(DEPTH_GEMM3D - 1), Z##3); \</span></div><div class="line"><a name="l00178"></a><span class="lineno"> 178</span> <span class="preprocessor"> Z##3 *= (CROSS_PLANE_PAD * STRIDE_Y);</span></div><div class="line"><a name="l00179"></a><span class="lineno"> 179</span> </div><div class="line"><a name="l00180"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a9e94e07a656d0eb43bdfeefab273ea4d"> 180</a></span> <span class="preprocessor">#define CALCULATE_Z_OFFSET_5(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \</span></div><div class="line"><a name="l00181"></a><span class="lineno"> 181</span> <span class="preprocessor"> CALCULATE_Z_OFFSET_4(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \</span></div><div class="line"><a name="l00182"></a><span class="lineno"> 182</span> <span class="preprocessor"> Z##4 = (4 + (DATA_TYPE)(Y * (DATA_TYPE)M0)) / (DATA_TYPE)HEIGHT_GEMM3D; \</span></div><div class="line"><a name="l00183"></a><span class="lineno"> 183</span> <span class="preprocessor"> Z##4 = min((DATA_TYPE)(DEPTH_GEMM3D - 1), Z##4); \</span></div><div class="line"><a name="l00184"></a><span class="lineno"> 184</span> <span class="preprocessor"> Z##4 *= (CROSS_PLANE_PAD * STRIDE_Y);</span></div><div class="line"><a name="l00185"></a><span class="lineno"> 185</span> </div><div class="line"><a name="l00186"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a7157785f5f765a8d74b4ff569013fa2b"> 186</a></span> <span class="preprocessor">#define CALCULATE_Z_OFFSET_6(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \</span></div><div class="line"><a name="l00187"></a><span class="lineno"> 187</span> <span class="preprocessor"> CALCULATE_Z_OFFSET_5(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \</span></div><div class="line"><a name="l00188"></a><span class="lineno"> 188</span> <span class="preprocessor"> Z##5 = (5 + (DATA_TYPE)(Y * (DATA_TYPE)M0)) / (DATA_TYPE)HEIGHT_GEMM3D; \</span></div><div class="line"><a name="l00189"></a><span class="lineno"> 189</span> <span class="preprocessor"> Z##5 = min((DATA_TYPE)(DEPTH_GEMM3D - 1), Z##5); \</span></div><div class="line"><a name="l00190"></a><span class="lineno"> 190</span> <span class="preprocessor"> Z##5 *= (CROSS_PLANE_PAD * STRIDE_Y);</span></div><div class="line"><a name="l00191"></a><span class="lineno"> 191</span> </div><div class="line"><a name="l00192"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a6369905ad9beac50903a833368b47ae8"> 192</a></span> <span class="preprocessor">#define CALCULATE_Z_OFFSET_7(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \</span></div><div class="line"><a name="l00193"></a><span class="lineno"> 193</span> <span class="preprocessor"> CALCULATE_Z_OFFSET_6(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \</span></div><div class="line"><a name="l00194"></a><span class="lineno"> 194</span> <span class="preprocessor"> Z##6 = (6 + (DATA_TYPE)(Y * (DATA_TYPE)M0)) / (DATA_TYPE)HEIGHT_GEMM3D; \</span></div><div class="line"><a name="l00195"></a><span class="lineno"> 195</span> <span class="preprocessor"> Z##6 = min((DATA_TYPE)(DEPTH_GEMM3D - 1), Z##6); \</span></div><div class="line"><a name="l00196"></a><span class="lineno"> 196</span> <span class="preprocessor"> Z##6 *= (CROSS_PLANE_PAD * STRIDE_Y);</span></div><div class="line"><a name="l00197"></a><span class="lineno"> 197</span> </div><div class="line"><a name="l00198"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a8a6236a7aea49dac96a44c305d4ae347"> 198</a></span> <span class="preprocessor">#define CALCULATE_Z_OFFSET_8(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \</span></div><div class="line"><a name="l00199"></a><span class="lineno"> 199</span> <span class="preprocessor"> CALCULATE_Z_OFFSET_7(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \</span></div><div class="line"><a name="l00200"></a><span class="lineno"> 200</span> <span class="preprocessor"> Z##7 = (7 + (DATA_TYPE)(Y * (DATA_TYPE)M0)) / (DATA_TYPE)HEIGHT_GEMM3D; \</span></div><div class="line"><a name="l00201"></a><span class="lineno"> 201</span> <span class="preprocessor"> Z##7 = min((DATA_TYPE)(DEPTH_GEMM3D - 1), Z##7); \</span></div><div class="line"><a name="l00202"></a><span class="lineno"> 202</span> <span class="preprocessor"> Z##7 *= (CROSS_PLANE_PAD * STRIDE_Y);</span></div><div class="line"><a name="l00203"></a><span class="lineno"> 203</span> <span class="comment"></span></div><div class="line"><a name="l00204"></a><span class="lineno"> 204</span> <span class="comment">/** @} */</span> <span class="comment">// end of group CALCULATE_Z_OFFSET_n</span></div><div class="line"><a name="l00205"></a><span class="lineno"> 205</span> <span class="comment"></span></div><div class="line"><a name="l00206"></a><span class="lineno"> 206</span> <span class="comment">/** Calculate Z offset values from Z0 to Zn-1</span></div><div class="line"><a name="l00207"></a><span class="lineno"> 207</span> <span class="comment"> * @name CALCULATE_Z_OFFSET</span></div><div class="line"><a name="l00208"></a><span class="lineno"> 208</span> <span class="comment"> *</span></div><div class="line"><a name="l00209"></a><span class="lineno"> 209</span> <span class="comment"> * The Z offsets are expected to have consecutive names.</span></div><div class="line"><a name="l00210"></a><span class="lineno"> 210</span> <span class="comment"> * E.g., for M0=3 and Z=zin, the expected names of Z offsets are zin1, zin2, zin3.</span></div><div class="line"><a name="l00211"></a><span class="lineno"> 211</span> <span class="comment"> * Note that, CROSS_PLANE_PAD (cross plain padding) is required to take into account</span></div><div class="line"><a name="l00212"></a><span class="lineno"> 212</span> <span class="comment"> * the possible cross plane paddings in case of the plance changes across the z-dimension.</span></div><div class="line"><a name="l00213"></a><span class="lineno"> 213</span> <span class="comment"> *</span></div><div class="line"><a name="l00214"></a><span class="lineno"> 214</span> <span class="comment"> * <!--</span></div><div class="line"><a name="l00215"></a><span class="lineno"> 215</span> <span class="comment"> * | |</span></div><div class="line"><a name="l00216"></a><span class="lineno"> 216</span> <span class="comment"> * | plane0 |</span></div><div class="line"><a name="l00217"></a><span class="lineno"> 217</span> <span class="comment"> * | |</span></div><div class="line"><a name="l00218"></a><span class="lineno"> 218</span> <span class="comment"> * |__________________|</span></div><div class="line"><a name="l00219"></a><span class="lineno"> 219</span> <span class="comment"> * |******************|</span></div><div class="line"><a name="l00220"></a><span class="lineno"> 220</span> <span class="comment"> * | cross_plane_pad |</span></div><div class="line"><a name="l00221"></a><span class="lineno"> 221</span> <span class="comment"> * |******************|</span></div><div class="line"><a name="l00222"></a><span class="lineno"> 222</span> <span class="comment"> * | |</span></div><div class="line"><a name="l00223"></a><span class="lineno"> 223</span> <span class="comment"> * | plane1 |</span></div><div class="line"><a name="l00224"></a><span class="lineno"> 224</span> <span class="comment"> * | |</span></div><div class="line"><a name="l00225"></a><span class="lineno"> 225</span> <span class="comment"> * |__________________|</span></div><div class="line"><a name="l00226"></a><span class="lineno"> 226</span> <span class="comment"> * --></span></div><div class="line"><a name="l00227"></a><span class="lineno"> 227</span> <span class="comment"> *</span></div><div class="line"><a name="l00228"></a><span class="lineno"> 228</span> <span class="comment"> * @param[in] M0 The number of offset values to calculate</span></div><div class="line"><a name="l00229"></a><span class="lineno"> 229</span> <span class="comment"> * @param[in] DATA_TYPE The data type of the results</span></div><div class="line"><a name="l00230"></a><span class="lineno"> 230</span> <span class="comment"> * @param[in] Z The basename of the result variables</span></div><div class="line"><a name="l00231"></a><span class="lineno"> 231</span> <span class="comment"> * @param[in] Y The work-itme ID of y-axis</span></div><div class="line"><a name="l00232"></a><span class="lineno"> 232</span> <span class="comment"> * @param[in] HEIGHT_GEMM3D The height of GEMM3D</span></div><div class="line"><a name="l00233"></a><span class="lineno"> 233</span> <span class="comment"> * @param[in] DEPTH_GEMM3D The depth of GEMM3D</span></div><div class="line"><a name="l00234"></a><span class="lineno"> 234</span> <span class="comment"> * @param[in] CROSS_PLANE_PAD The padding required for plane changes accross the z-dimension</span></div><div class="line"><a name="l00235"></a><span class="lineno"> 235</span> <span class="comment"> * @param[in] STRIDE_Y The stride value in y-axis direction</span></div><div class="line"><a name="l00236"></a><span class="lineno"> 236</span> <span class="comment"> * @{</span></div><div class="line"><a name="l00237"></a><span class="lineno"> 237</span> <span class="comment"> */</span></div><div class="line"><a name="l00238"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#aef302a4b13689961578112a9e2b002bb"> 238</a></span> <span class="preprocessor">#define CALCULATE_Z_OFFSET_STR(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) CALCULATE_Z_OFFSET_##M0(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y)</span></div><div class="line"><a name="l00239"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#ade58486d6b2d13d7941106a9d2ec86d3"> 239</a></span> <span class="preprocessor">#define CALCULATE_Z_OFFSET(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) CALCULATE_Z_OFFSET_STR(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y)</span></div><div class="line"><a name="l00240"></a><span class="lineno"> 240</span> <span class="comment">/** @} */</span> <span class="comment">// end of group CALCULATE_Z_OFFSET</span></div><div class="line"><a name="l00241"></a><span class="lineno"> 241</span> <span class="comment"></span></div><div class="line"><a name="l00242"></a><span class="lineno"> 242</span> <span class="comment">/** Store the 0 to (n-1)th rows of the given variables</span></div><div class="line"><a name="l00243"></a><span class="lineno"> 243</span> <span class="comment"> * @name STORE_ROW_n</span></div><div class="line"><a name="l00244"></a><span class="lineno"> 244</span> <span class="comment"> *</span></div><div class="line"><a name="l00245"></a><span class="lineno"> 245</span> <span class="comment"> * @param[in] N0 The size of the vectors</span></div><div class="line"><a name="l00246"></a><span class="lineno"> 246</span> <span class="comment"> * @param[in] DATA_TYPE The data type of the vectors</span></div><div class="line"><a name="l00247"></a><span class="lineno"> 247</span> <span class="comment"> * @param[in] BASENAME The basename of the variables</span></div><div class="line"><a name="l00248"></a><span class="lineno"> 248</span> <span class="comment"> * @param[in] PTR The base pointer</span></div><div class="line"><a name="l00249"></a><span class="lineno"> 249</span> <span class="comment"> * @param[in] STRIDE_Y The stride value in y-axis direction</span></div><div class="line"><a name="l00250"></a><span class="lineno"> 250</span> <span class="comment"> * @param[in] Z The offset in z-axis direction</span></div><div class="line"><a name="l00251"></a><span class="lineno"> 251</span> <span class="comment"> * @{</span></div><div class="line"><a name="l00252"></a><span class="lineno"> 252</span> <span class="comment"> */</span></div><div class="line"><a name="l00253"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a42775a26a1afa49fa6daf22199bfb283"> 253</a></span> <span class="preprocessor">#define STORE_ROW_1(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00254"></a><span class="lineno"> 254</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00255"></a><span class="lineno"> 255</span> <span class="preprocessor"> (BASENAME##0, 0, (__global DATA_TYPE *)(PTR + 0 * STRIDE_Y + Z##0));</span></div><div class="line"><a name="l00256"></a><span class="lineno"> 256</span> </div><div class="line"><a name="l00257"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#abfd02cf3b334c8d64b47b05499129c7d"> 257</a></span> <span class="preprocessor">#define STORE_ROW_2(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00258"></a><span class="lineno"> 258</span> <span class="preprocessor"> STORE_ROW_1(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00259"></a><span class="lineno"> 259</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00260"></a><span class="lineno"> 260</span> <span class="preprocessor"> (BASENAME##1, 0, (__global DATA_TYPE *)(PTR + 1 * STRIDE_Y + Z##1));</span></div><div class="line"><a name="l00261"></a><span class="lineno"> 261</span> </div><div class="line"><a name="l00262"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#ae9cd4eda11385d9c58f4e029d5ca523c"> 262</a></span> <span class="preprocessor">#define STORE_ROW_3(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00263"></a><span class="lineno"> 263</span> <span class="preprocessor"> STORE_ROW_2(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00264"></a><span class="lineno"> 264</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00265"></a><span class="lineno"> 265</span> <span class="preprocessor"> (BASENAME##2, 0, (__global DATA_TYPE *)(PTR + 2 * STRIDE_Y + Z##2));</span></div><div class="line"><a name="l00266"></a><span class="lineno"> 266</span> </div><div class="line"><a name="l00267"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#adea0e5628fb45b01a63b5195421f0548"> 267</a></span> <span class="preprocessor">#define STORE_ROW_4(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00268"></a><span class="lineno"> 268</span> <span class="preprocessor"> STORE_ROW_3(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00269"></a><span class="lineno"> 269</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00270"></a><span class="lineno"> 270</span> <span class="preprocessor"> (BASENAME##3, 0, (__global DATA_TYPE *)(PTR + 3 * STRIDE_Y + Z##3));</span></div><div class="line"><a name="l00271"></a><span class="lineno"> 271</span> </div><div class="line"><a name="l00272"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a6e2883a7dd0151a0c04cac5a9f03c0d4"> 272</a></span> <span class="preprocessor">#define STORE_ROW_5(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00273"></a><span class="lineno"> 273</span> <span class="preprocessor"> STORE_ROW_4(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00274"></a><span class="lineno"> 274</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00275"></a><span class="lineno"> 275</span> <span class="preprocessor"> (BASENAME##4, 0, (__global DATA_TYPE *)(PTR + 4 * STRIDE_Y + Z##4));</span></div><div class="line"><a name="l00276"></a><span class="lineno"> 276</span> </div><div class="line"><a name="l00277"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a6c137549a648443ebf108dae08697ea7"> 277</a></span> <span class="preprocessor">#define STORE_ROW_6(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00278"></a><span class="lineno"> 278</span> <span class="preprocessor"> STORE_ROW_5(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00279"></a><span class="lineno"> 279</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00280"></a><span class="lineno"> 280</span> <span class="preprocessor"> (BASENAME##5, 0, (__global DATA_TYPE *)(PTR + 5 * STRIDE_Y + Z##5));</span></div><div class="line"><a name="l00281"></a><span class="lineno"> 281</span> </div><div class="line"><a name="l00282"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a1bcd88f16608529139b6b6a0c42be962"> 282</a></span> <span class="preprocessor">#define STORE_ROW_7(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00283"></a><span class="lineno"> 283</span> <span class="preprocessor"> STORE_ROW_6(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00284"></a><span class="lineno"> 284</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00285"></a><span class="lineno"> 285</span> <span class="preprocessor"> (BASENAME##6, 0, (__global DATA_TYPE *)(PTR + 6 * STRIDE_Y + Z##6));</span></div><div class="line"><a name="l00286"></a><span class="lineno"> 286</span> </div><div class="line"><a name="l00287"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a388039f02de6b40465f4623ba27eb0df"> 287</a></span> <span class="preprocessor">#define STORE_ROW_8(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00288"></a><span class="lineno"> 288</span> <span class="preprocessor"> STORE_ROW_7(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00289"></a><span class="lineno"> 289</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00290"></a><span class="lineno"> 290</span> <span class="preprocessor"> (BASENAME##7, 0, (__global DATA_TYPE *)(PTR + 7 * STRIDE_Y + Z##7));</span></div><div class="line"><a name="l00291"></a><span class="lineno"> 291</span> </div><div class="line"><a name="l00292"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#aced5eba2ce0f7efa377a1d4e87d58a74"> 292</a></span> <span class="preprocessor">#define STORE_ROW_9(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00293"></a><span class="lineno"> 293</span> <span class="preprocessor"> STORE_ROW_8(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00294"></a><span class="lineno"> 294</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00295"></a><span class="lineno"> 295</span> <span class="preprocessor"> (BASENAME##8, 0, (__global DATA_TYPE *)(PTR + 8 * STRIDE_Y + Z##8));</span></div><div class="line"><a name="l00296"></a><span class="lineno"> 296</span> </div><div class="line"><a name="l00297"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a9444374f91effec8941ac8151dbbd7b6"> 297</a></span> <span class="preprocessor">#define STORE_ROW_10(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00298"></a><span class="lineno"> 298</span> <span class="preprocessor"> STORE_ROW_9(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00299"></a><span class="lineno"> 299</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00300"></a><span class="lineno"> 300</span> <span class="preprocessor"> (BASENAME##9, 0, (__global DATA_TYPE *)(PTR + 9 * STRIDE_Y + Z##9));</span></div><div class="line"><a name="l00301"></a><span class="lineno"> 301</span> </div><div class="line"><a name="l00302"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#ac116aeace921fc2ed18537b7c115c3cb"> 302</a></span> <span class="preprocessor">#define STORE_ROW_11(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00303"></a><span class="lineno"> 303</span> <span class="preprocessor"> STORE_ROW_10(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00304"></a><span class="lineno"> 304</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00305"></a><span class="lineno"> 305</span> <span class="preprocessor"> (BASENAME##A, 0, (__global DATA_TYPE *)(PTR + 10 * STRIDE_Y + Z##A));</span></div><div class="line"><a name="l00306"></a><span class="lineno"> 306</span> </div><div class="line"><a name="l00307"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#ae07d54f575d6a2f3139e03aacbb7ba65"> 307</a></span> <span class="preprocessor">#define STORE_ROW_12(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00308"></a><span class="lineno"> 308</span> <span class="preprocessor"> STORE_ROW_11(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00309"></a><span class="lineno"> 309</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00310"></a><span class="lineno"> 310</span> <span class="preprocessor"> (BASENAME##B, 0, (__global DATA_TYPE *)(PTR + 11 * STRIDE_Y + Z##B));</span></div><div class="line"><a name="l00311"></a><span class="lineno"> 311</span> </div><div class="line"><a name="l00312"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#aaef65e04adc0477068c7713626b9519d"> 312</a></span> <span class="preprocessor">#define STORE_ROW_13(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00313"></a><span class="lineno"> 313</span> <span class="preprocessor"> STORE_ROW_12(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00314"></a><span class="lineno"> 314</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00315"></a><span class="lineno"> 315</span> <span class="preprocessor"> (BASENAME##C, 0, (__global DATA_TYPE *)(PTR + 12 * STRIDE_Y + Z##C));</span></div><div class="line"><a name="l00316"></a><span class="lineno"> 316</span> </div><div class="line"><a name="l00317"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#aa470c872334170ec0b9e0a1e6327aa18"> 317</a></span> <span class="preprocessor">#define STORE_ROW_14(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00318"></a><span class="lineno"> 318</span> <span class="preprocessor"> STORE_ROW_13(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00319"></a><span class="lineno"> 319</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00320"></a><span class="lineno"> 320</span> <span class="preprocessor"> (BASENAME##D, 0, (__global DATA_TYPE *)(PTR + 13 * STRIDE_Y + Z##D));</span></div><div class="line"><a name="l00321"></a><span class="lineno"> 321</span> </div><div class="line"><a name="l00322"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#ac5bb6f26a4982d7e74ed332b90afa9ee"> 322</a></span> <span class="preprocessor">#define STORE_ROW_15(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00323"></a><span class="lineno"> 323</span> <span class="preprocessor"> STORE_ROW_14(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00324"></a><span class="lineno"> 324</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00325"></a><span class="lineno"> 325</span> <span class="preprocessor"> (BASENAME##E, 0, (__global DATA_TYPE *)(PTR + 14 * STRIDE_Y + Z##E));</span></div><div class="line"><a name="l00326"></a><span class="lineno"> 326</span> </div><div class="line"><a name="l00327"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a7148578cb34f2dc761f273e78e564fb4"> 327</a></span> <span class="preprocessor">#define STORE_ROW_16(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00328"></a><span class="lineno"> 328</span> <span class="preprocessor"> STORE_ROW_15(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00329"></a><span class="lineno"> 329</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00330"></a><span class="lineno"> 330</span> <span class="preprocessor"> (BASENAME##F, 0, (__global DATA_TYPE *)(PTR + 15 * STRIDE_Y + Z##F));</span></div><div class="line"><a name="l00331"></a><span class="lineno"> 331</span> <span class="comment">/** @} */</span> <span class="comment">// end of groupd STORE_ROW_n</span></div><div class="line"><a name="l00332"></a><span class="lineno"> 332</span> <span class="comment"></span></div><div class="line"><a name="l00333"></a><span class="lineno"> 333</span> <span class="comment">/** Convert and store the 0th to (n-1)th rows of the given variables</span></div><div class="line"><a name="l00334"></a><span class="lineno"> 334</span> <span class="comment"> * @name CONVERT_STORE_ROW_n</span></div><div class="line"><a name="l00335"></a><span class="lineno"> 335</span> <span class="comment"> *</span></div><div class="line"><a name="l00336"></a><span class="lineno"> 336</span> <span class="comment"> * @param[in] N0 The size of the vectors</span></div><div class="line"><a name="l00337"></a><span class="lineno"> 337</span> <span class="comment"> * @param[in] DATA_TYPE The data type of the vectors</span></div><div class="line"><a name="l00338"></a><span class="lineno"> 338</span> <span class="comment"> * @param[in] BASENAME The basename of the variables</span></div><div class="line"><a name="l00339"></a><span class="lineno"> 339</span> <span class="comment"> * @param[in] PTR The base pointer</span></div><div class="line"><a name="l00340"></a><span class="lineno"> 340</span> <span class="comment"> * @param[in] STRIDE_Y The stride value in y-axis direction</span></div><div class="line"><a name="l00341"></a><span class="lineno"> 341</span> <span class="comment"> * @param[in] Z The offset in z-axis direction</span></div><div class="line"><a name="l00342"></a><span class="lineno"> 342</span> <span class="comment"> * @{</span></div><div class="line"><a name="l00343"></a><span class="lineno"> 343</span> <span class="comment"> */</span></div><div class="line"><a name="l00344"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a484c7742fb88e112510ef6d6de74c00e"> 344</a></span> <span class="preprocessor">#define CONVERT_STORE_ROW_1(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00345"></a><span class="lineno"> 345</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00346"></a><span class="lineno"> 346</span> <span class="preprocessor"> (CONVERT_SAT((BASENAME##0), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 0 * STRIDE_Y + Z##0));</span></div><div class="line"><a name="l00347"></a><span class="lineno"> 347</span> </div><div class="line"><a name="l00348"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a0b6325b53f5f9b885a246a6f8c2b545c"> 348</a></span> <span class="preprocessor">#define CONVERT_STORE_ROW_2(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00349"></a><span class="lineno"> 349</span> <span class="preprocessor"> CONVERT_STORE_ROW_1(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00350"></a><span class="lineno"> 350</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00351"></a><span class="lineno"> 351</span> <span class="preprocessor"> (CONVERT_SAT((BASENAME##1), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 1 * STRIDE_Y + Z##1));</span></div><div class="line"><a name="l00352"></a><span class="lineno"> 352</span> </div><div class="line"><a name="l00353"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a2eda20c601458c50b17234742a85f2b3"> 353</a></span> <span class="preprocessor">#define CONVERT_STORE_ROW_3(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00354"></a><span class="lineno"> 354</span> <span class="preprocessor"> CONVERT_STORE_ROW_2(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00355"></a><span class="lineno"> 355</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00356"></a><span class="lineno"> 356</span> <span class="preprocessor"> (CONVERT_SAT((BASENAME##2), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 2 * STRIDE_Y + Z##2));</span></div><div class="line"><a name="l00357"></a><span class="lineno"> 357</span> </div><div class="line"><a name="l00358"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#ae0086941bb256b2cc778dea45e822d6a"> 358</a></span> <span class="preprocessor">#define CONVERT_STORE_ROW_4(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00359"></a><span class="lineno"> 359</span> <span class="preprocessor"> CONVERT_STORE_ROW_3(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00360"></a><span class="lineno"> 360</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00361"></a><span class="lineno"> 361</span> <span class="preprocessor"> (CONVERT_SAT((BASENAME##3), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 3 * STRIDE_Y + Z##3));</span></div><div class="line"><a name="l00362"></a><span class="lineno"> 362</span> </div><div class="line"><a name="l00363"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a279fd8db681ff98c1dcd05d2b4412b48"> 363</a></span> <span class="preprocessor">#define CONVERT_STORE_ROW_5(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00364"></a><span class="lineno"> 364</span> <span class="preprocessor"> CONVERT_STORE_ROW_4(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00365"></a><span class="lineno"> 365</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00366"></a><span class="lineno"> 366</span> <span class="preprocessor"> (CONVERT_SAT((BASENAME##4), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 4 * STRIDE_Y + Z##4));</span></div><div class="line"><a name="l00367"></a><span class="lineno"> 367</span> </div><div class="line"><a name="l00368"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#adaf7b05a85b39c28a9d8c6bb3f1e1781"> 368</a></span> <span class="preprocessor">#define CONVERT_STORE_ROW_6(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00369"></a><span class="lineno"> 369</span> <span class="preprocessor"> CONVERT_STORE_ROW_5(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00370"></a><span class="lineno"> 370</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00371"></a><span class="lineno"> 371</span> <span class="preprocessor"> (CONVERT_SAT((BASENAME##5), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 5 * STRIDE_Y + Z##5));</span></div><div class="line"><a name="l00372"></a><span class="lineno"> 372</span> </div><div class="line"><a name="l00373"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#afdb6a4c509c7a9171636c3fe0563bdbf"> 373</a></span> <span class="preprocessor">#define CONVERT_STORE_ROW_7(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00374"></a><span class="lineno"> 374</span> <span class="preprocessor"> CONVERT_STORE_ROW_6(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00375"></a><span class="lineno"> 375</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00376"></a><span class="lineno"> 376</span> <span class="preprocessor"> (CONVERT_SAT((BASENAME##6), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 6 * STRIDE_Y + Z##6));</span></div><div class="line"><a name="l00377"></a><span class="lineno"> 377</span> </div><div class="line"><a name="l00378"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#af540ad7b0223719148d51080590e64f6"> 378</a></span> <span class="preprocessor">#define CONVERT_STORE_ROW_8(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00379"></a><span class="lineno"> 379</span> <span class="preprocessor"> CONVERT_STORE_ROW_7(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00380"></a><span class="lineno"> 380</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00381"></a><span class="lineno"> 381</span> <span class="preprocessor"> (CONVERT_SAT((BASENAME##7), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 7 * STRIDE_Y + Z##7));</span></div><div class="line"><a name="l00382"></a><span class="lineno"> 382</span> </div><div class="line"><a name="l00383"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a260278375bed9db55bda57f8513d40e6"> 383</a></span> <span class="preprocessor">#define CONVERT_STORE_ROW_9(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00384"></a><span class="lineno"> 384</span> <span class="preprocessor"> CONVERT_STORE_ROW_8(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00385"></a><span class="lineno"> 385</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00386"></a><span class="lineno"> 386</span> <span class="preprocessor"> (CONVERT_SAT((BASENAME##8), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 8 * STRIDE_Y + Z##8));</span></div><div class="line"><a name="l00387"></a><span class="lineno"> 387</span> </div><div class="line"><a name="l00388"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a79b0ce1755c93f3aa35b8bd75f9c79e2"> 388</a></span> <span class="preprocessor">#define CONVERT_STORE_ROW_10(N0, DATA, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00389"></a><span class="lineno"> 389</span> <span class="preprocessor"> CONVERT_STORE_ROW_9(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00390"></a><span class="lineno"> 390</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00391"></a><span class="lineno"> 391</span> <span class="preprocessor"> (CONVERT_SAT((BASENAME##9), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 9 * STRIDE_Y + Z##9));</span></div><div class="line"><a name="l00392"></a><span class="lineno"> 392</span> </div><div class="line"><a name="l00393"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#aa06090420262c36406c19d2356f555c6"> 393</a></span> <span class="preprocessor">#define CONVERT_STORE_ROW_11(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00394"></a><span class="lineno"> 394</span> <span class="preprocessor"> CONVERT_STORE_ROW_10(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00395"></a><span class="lineno"> 395</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00396"></a><span class="lineno"> 396</span> <span class="preprocessor"> (CONVERT_SAT((BASENAME##A), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 10 * STRIDE_Y + Z##A));</span></div><div class="line"><a name="l00397"></a><span class="lineno"> 397</span> </div><div class="line"><a name="l00398"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a1a3145336a3f79fab39984147ec8495d"> 398</a></span> <span class="preprocessor">#define CONVERT_STORE_ROW_12(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00399"></a><span class="lineno"> 399</span> <span class="preprocessor"> CONVERT_STORE_ROW_11(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00400"></a><span class="lineno"> 400</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00401"></a><span class="lineno"> 401</span> <span class="preprocessor"> (CONVERT_SAT((BASENAME##B), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 11 * STRIDE_Y + Z##B));</span></div><div class="line"><a name="l00402"></a><span class="lineno"> 402</span> </div><div class="line"><a name="l00403"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a732921a38eda155e2a88ae187b778e61"> 403</a></span> <span class="preprocessor">#define CONVERT_STORE_ROW_13(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00404"></a><span class="lineno"> 404</span> <span class="preprocessor"> CONVERT_STORE_ROW_12(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00405"></a><span class="lineno"> 405</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00406"></a><span class="lineno"> 406</span> <span class="preprocessor"> (CONVERT_SAT((BASENAME##C), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 12 * STRIDE_Y + Z##C));</span></div><div class="line"><a name="l00407"></a><span class="lineno"> 407</span> </div><div class="line"><a name="l00408"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#ab7a4616b24ad0ea86792f4d58a16e8bc"> 408</a></span> <span class="preprocessor">#define CONVERT_STORE_ROW_14(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00409"></a><span class="lineno"> 409</span> <span class="preprocessor"> CONVERT_STORE_ROW_13(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00410"></a><span class="lineno"> 410</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00411"></a><span class="lineno"> 411</span> <span class="preprocessor"> (CONVERT_SAT((BASENAME##D), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 13 * STRIDE_Y + Z##D));</span></div><div class="line"><a name="l00412"></a><span class="lineno"> 412</span> </div><div class="line"><a name="l00413"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a82259edb818cf0cf2bb6163f5fbeaa24"> 413</a></span> <span class="preprocessor">#define CONVERT_STORE_ROW_15(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00414"></a><span class="lineno"> 414</span> <span class="preprocessor"> CONVERT_STORE_ROW_14(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00415"></a><span class="lineno"> 415</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00416"></a><span class="lineno"> 416</span> <span class="preprocessor"> (CONVERT_SAT((BASENAME##E), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 14 * STRIDE_Y + Z##E));</span></div><div class="line"><a name="l00417"></a><span class="lineno"> 417</span> </div><div class="line"><a name="l00418"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a5f50e2dc1b8a298ebc0d9bede2202f32"> 418</a></span> <span class="preprocessor">#define CONVERT_STORE_ROW_16(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00419"></a><span class="lineno"> 419</span> <span class="preprocessor"> CONVERT_STORE_ROW_15(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \</span></div><div class="line"><a name="l00420"></a><span class="lineno"> 420</span> <span class="preprocessor"> VSTORE(N0) \</span></div><div class="line"><a name="l00421"></a><span class="lineno"> 421</span> <span class="preprocessor"> (CONVERT_SAT((BASENAME##F), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 15 * STRIDE_Y + Z##F));</span></div><div class="line"><a name="l00422"></a><span class="lineno"> 422</span> <span class="comment"></span></div><div class="line"><a name="l00423"></a><span class="lineno"> 423</span> <span class="comment">/** @} */</span> <span class="comment">// end of groupd CONVERT_STORE_ROW_n</span></div><div class="line"><a name="l00424"></a><span class="lineno"> 424</span> <span class="comment"></span></div><div class="line"><a name="l00425"></a><span class="lineno"> 425</span> <span class="comment">/** Store a block of the given size M0xN0</span></div><div class="line"><a name="l00426"></a><span class="lineno"> 426</span> <span class="comment"> * @name STORE_BLOCK</span></div><div class="line"><a name="l00427"></a><span class="lineno"> 427</span> <span class="comment"> *</span></div><div class="line"><a name="l00428"></a><span class="lineno"> 428</span> <span class="comment"> * Supported cases are M0=1,2,3,...,16 and N0=2,3,4,8,16.</span></div><div class="line"><a name="l00429"></a><span class="lineno"> 429</span> <span class="comment"> * The data to store is expected to have consecutive names for each row.</span></div><div class="line"><a name="l00430"></a><span class="lineno"> 430</span> <span class="comment"> * E.g., for M0=3 and basename=c, the expected names are c0, c1 and c2.</span></div><div class="line"><a name="l00431"></a><span class="lineno"> 431</span> <span class="comment"> * The Z offset is expected to have consecutive names.</span></div><div class="line"><a name="l00432"></a><span class="lineno"> 432</span> <span class="comment"> * E.g., for M0=3 and Z=zin, the expected z offset names are zin0, zin1 and zin2.</span></div><div class="line"><a name="l00433"></a><span class="lineno"> 433</span> <span class="comment"> *</span></div><div class="line"><a name="l00434"></a><span class="lineno"> 434</span> <span class="comment"> * @param[in] M0 The number of rows to store</span></div><div class="line"><a name="l00435"></a><span class="lineno"> 435</span> <span class="comment"> * @param[in] N0 The size of each vector</span></div><div class="line"><a name="l00436"></a><span class="lineno"> 436</span> <span class="comment"> * @param[in] DATA_TYPE The data type of the vectors</span></div><div class="line"><a name="l00437"></a><span class="lineno"> 437</span> <span class="comment"> * @param[in] BASENAME The basename of the variables</span></div><div class="line"><a name="l00438"></a><span class="lineno"> 438</span> <span class="comment"> * @param[in] PTR The base pointer</span></div><div class="line"><a name="l00439"></a><span class="lineno"> 439</span> <span class="comment"> * @param[in] STRIDE_Y The stride value in y-axis direction</span></div><div class="line"><a name="l00440"></a><span class="lineno"> 440</span> <span class="comment"> * @param[in] Z The offset in z-axis direction</span></div><div class="line"><a name="l00441"></a><span class="lineno"> 441</span> <span class="comment"> * @{</span></div><div class="line"><a name="l00442"></a><span class="lineno"> 442</span> <span class="comment"> */</span></div><div class="line"><a name="l00443"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a7249d30c01773ebe7a7c15899550967f"> 443</a></span> <span class="preprocessor">#define STORE_BLOCK_STR(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) STORE_ROW_##M0(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)</span></div><div class="line"><a name="l00444"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#ab6d2df39dc14930b9865d6309913dc4d"> 444</a></span> <span class="preprocessor">#define STORE_BLOCK(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) STORE_BLOCK_STR(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)</span></div><div class="line"><a name="l00445"></a><span class="lineno"> 445</span> <span class="comment">/** @} */</span> <span class="comment">// end of group STORE_BLOCK</span></div><div class="line"><a name="l00446"></a><span class="lineno"> 446</span> <span class="comment"></span></div><div class="line"><a name="l00447"></a><span class="lineno"> 447</span> <span class="comment">/** Convert and store a block of the given size M0xN0</span></div><div class="line"><a name="l00448"></a><span class="lineno"> 448</span> <span class="comment"> * @name CONVERT_STORE_BLOCK</span></div><div class="line"><a name="l00449"></a><span class="lineno"> 449</span> <span class="comment"> *</span></div><div class="line"><a name="l00450"></a><span class="lineno"> 450</span> <span class="comment"> * Supported cases are M0=1,2,3,...,16 and N0=2,3,4,8,16.</span></div><div class="line"><a name="l00451"></a><span class="lineno"> 451</span> <span class="comment"> * The data to store is expected to have consecutive names for each row.</span></div><div class="line"><a name="l00452"></a><span class="lineno"> 452</span> <span class="comment"> * E.g., for M0=3 and basename=c, the expected names are c0, c1 and c2.</span></div><div class="line"><a name="l00453"></a><span class="lineno"> 453</span> <span class="comment"> * The Z offset is expected to have consecutive names.</span></div><div class="line"><a name="l00454"></a><span class="lineno"> 454</span> <span class="comment"> * E.g., for M0=3 and Z=zin, the expected z offset names are zin0, zin1 and zin2.</span></div><div class="line"><a name="l00455"></a><span class="lineno"> 455</span> <span class="comment"> *</span></div><div class="line"><a name="l00456"></a><span class="lineno"> 456</span> <span class="comment"> * @param[in] M0 The number of rows to store</span></div><div class="line"><a name="l00457"></a><span class="lineno"> 457</span> <span class="comment"> * @param[in] N0 The size of each vector</span></div><div class="line"><a name="l00458"></a><span class="lineno"> 458</span> <span class="comment"> * @param[in] DATA_TYPE The data type of the vectors</span></div><div class="line"><a name="l00459"></a><span class="lineno"> 459</span> <span class="comment"> * @param[in] BASENAME The basename of the variables</span></div><div class="line"><a name="l00460"></a><span class="lineno"> 460</span> <span class="comment"> * @param[in] PTR The base pointer</span></div><div class="line"><a name="l00461"></a><span class="lineno"> 461</span> <span class="comment"> * @param[in] STRIDE_Y The stride value in y-axis direction</span></div><div class="line"><a name="l00462"></a><span class="lineno"> 462</span> <span class="comment"> * @param[in] Z The offset in z-axis direction</span></div><div class="line"><a name="l00463"></a><span class="lineno"> 463</span> <span class="comment"> * @{</span></div><div class="line"><a name="l00464"></a><span class="lineno"> 464</span> <span class="comment"> */</span></div><div class="line"><a name="l00465"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a6a85546d002f9cdc7f442275c5307ba0"> 465</a></span> <span class="preprocessor">#define CONVERT_STORE_BLOCK_STR(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) CONVERT_STORE_ROW_##M0(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)</span></div><div class="line"><a name="l00466"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#af5c0a8dfefbd611d38bb91212684ef7d"> 466</a></span> <span class="preprocessor">#define CONVERT_STORE_BLOCK(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) CONVERT_STORE_BLOCK_STR(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)</span></div><div class="line"><a name="l00467"></a><span class="lineno"> 467</span> <span class="comment">/** @} */</span> <span class="comment">// end of group CONVERT_STORE_BLOCK</span></div><div class="line"><a name="l00468"></a><span class="lineno"> 468</span> <span class="comment"></span></div><div class="line"><a name="l00469"></a><span class="lineno"> 469</span> <span class="comment">/** Scale the rows in the given variables (BASENAME0 to BASENAMEn-1)</span></div><div class="line"><a name="l00470"></a><span class="lineno"> 470</span> <span class="comment"> * @name SCALE_ROW_n</span></div><div class="line"><a name="l00471"></a><span class="lineno"> 471</span> <span class="comment"> *</span></div><div class="line"><a name="l00472"></a><span class="lineno"> 472</span> <span class="comment"> * @param[in] DATA_TYPE The data type of the variables</span></div><div class="line"><a name="l00473"></a><span class="lineno"> 473</span> <span class="comment"> * @param[in] BASENAME The basename of the variables</span></div><div class="line"><a name="l00474"></a><span class="lineno"> 474</span> <span class="comment"> * @param[in] SCALE The scale factor</span></div><div class="line"><a name="l00475"></a><span class="lineno"> 475</span> <span class="comment"> * @{</span></div><div class="line"><a name="l00476"></a><span class="lineno"> 476</span> <span class="comment"> */</span></div><div class="line"><a name="l00477"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#aac2efc3c4948cb7e9ba3377e84d6e102"> 477</a></span> <span class="preprocessor">#define SCALE_ROW_1(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00478"></a><span class="lineno"> 478</span> <span class="preprocessor"> BASENAME##0 *= (DATA_TYPE)SCALE;</span></div><div class="line"><a name="l00479"></a><span class="lineno"> 479</span> </div><div class="line"><a name="l00480"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a2496863a39fb68aa705466449c70bdae"> 480</a></span> <span class="preprocessor">#define SCALE_ROW_2(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00481"></a><span class="lineno"> 481</span> <span class="preprocessor"> SCALE_ROW_1(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00482"></a><span class="lineno"> 482</span> <span class="preprocessor"> BASENAME##1 *= (DATA_TYPE)SCALE;</span></div><div class="line"><a name="l00483"></a><span class="lineno"> 483</span> </div><div class="line"><a name="l00484"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#ac5068b1bb8e42e1a5267794ee5b634ff"> 484</a></span> <span class="preprocessor">#define SCALE_ROW_3(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00485"></a><span class="lineno"> 485</span> <span class="preprocessor"> SCALE_ROW_2(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00486"></a><span class="lineno"> 486</span> <span class="preprocessor"> BASENAME##2 *= (DATA_TYPE)SCALE;</span></div><div class="line"><a name="l00487"></a><span class="lineno"> 487</span> </div><div class="line"><a name="l00488"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#ac283f229abc1d3104e6a07d22c3a8070"> 488</a></span> <span class="preprocessor">#define SCALE_ROW_4(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00489"></a><span class="lineno"> 489</span> <span class="preprocessor"> SCALE_ROW_3(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00490"></a><span class="lineno"> 490</span> <span class="preprocessor"> BASENAME##3 *= (DATA_TYPE)SCALE;</span></div><div class="line"><a name="l00491"></a><span class="lineno"> 491</span> </div><div class="line"><a name="l00492"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a95e48c8e88afb7e8b51e7dd85650d91f"> 492</a></span> <span class="preprocessor">#define SCALE_ROW_5(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00493"></a><span class="lineno"> 493</span> <span class="preprocessor"> SCALE_ROW_4(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00494"></a><span class="lineno"> 494</span> <span class="preprocessor"> BASENAME##4 *= (DATA_TYPE)SCALE;</span></div><div class="line"><a name="l00495"></a><span class="lineno"> 495</span> </div><div class="line"><a name="l00496"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#acddce02f6c8d1b07ccb651122600f110"> 496</a></span> <span class="preprocessor">#define SCALE_ROW_6(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00497"></a><span class="lineno"> 497</span> <span class="preprocessor"> SCALE_ROW_5(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00498"></a><span class="lineno"> 498</span> <span class="preprocessor"> BASENAME##5 *= (DATA_TYPE)SCALE;</span></div><div class="line"><a name="l00499"></a><span class="lineno"> 499</span> </div><div class="line"><a name="l00500"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a4238aa33326487bed6c5b29d98d702a3"> 500</a></span> <span class="preprocessor">#define SCALE_ROW_7(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00501"></a><span class="lineno"> 501</span> <span class="preprocessor"> SCALE_ROW_6(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00502"></a><span class="lineno"> 502</span> <span class="preprocessor"> BASENAME##6 *= (DATA_TYPE)SCALE;</span></div><div class="line"><a name="l00503"></a><span class="lineno"> 503</span> </div><div class="line"><a name="l00504"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a91b9e33c8e3a2eceddbfc4db85ede8ac"> 504</a></span> <span class="preprocessor">#define SCALE_ROW_8(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00505"></a><span class="lineno"> 505</span> <span class="preprocessor"> SCALE_ROW_7(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00506"></a><span class="lineno"> 506</span> <span class="preprocessor"> BASENAME##7 *= (DATA_TYPE)SCALE;</span></div><div class="line"><a name="l00507"></a><span class="lineno"> 507</span> </div><div class="line"><a name="l00508"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a89951f2e93db7980d3751978a70a5762"> 508</a></span> <span class="preprocessor">#define SCALE_ROW_9(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00509"></a><span class="lineno"> 509</span> <span class="preprocessor"> SCALE_ROW_8(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00510"></a><span class="lineno"> 510</span> <span class="preprocessor"> BASENAME##8 *= (DATA_TYPE)SCALE;</span></div><div class="line"><a name="l00511"></a><span class="lineno"> 511</span> </div><div class="line"><a name="l00512"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a22a7a60238d5b50fff2a15f0b7227377"> 512</a></span> <span class="preprocessor">#define SCALE_ROW_10(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00513"></a><span class="lineno"> 513</span> <span class="preprocessor"> SCALE_ROW_9(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00514"></a><span class="lineno"> 514</span> <span class="preprocessor"> BASENAME##9 *= (DATA_TYPE)SCALE;</span></div><div class="line"><a name="l00515"></a><span class="lineno"> 515</span> </div><div class="line"><a name="l00516"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a5fef984324e4bda881b3d8cfe762acb7"> 516</a></span> <span class="preprocessor">#define SCALE_ROW_11(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00517"></a><span class="lineno"> 517</span> <span class="preprocessor"> SCALE_ROW_10(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00518"></a><span class="lineno"> 518</span> <span class="preprocessor"> BASENAME##A *= (DATA_TYPE)SCALE;</span></div><div class="line"><a name="l00519"></a><span class="lineno"> 519</span> </div><div class="line"><a name="l00520"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a2cf3a7c05776df5e4e506ac4b013107e"> 520</a></span> <span class="preprocessor">#define SCALE_ROW_12(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00521"></a><span class="lineno"> 521</span> <span class="preprocessor"> SCALE_ROW_11(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00522"></a><span class="lineno"> 522</span> <span class="preprocessor"> BASENAME##B *= (DATA_TYPE)SCALE;</span></div><div class="line"><a name="l00523"></a><span class="lineno"> 523</span> </div><div class="line"><a name="l00524"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#af24d0d4d6fd271f2f06b926c5fde117f"> 524</a></span> <span class="preprocessor">#define SCALE_ROW_13(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00525"></a><span class="lineno"> 525</span> <span class="preprocessor"> SCALE_ROW_12(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00526"></a><span class="lineno"> 526</span> <span class="preprocessor"> BASENAME##C *= (DATA_TYPE)SCALE;</span></div><div class="line"><a name="l00527"></a><span class="lineno"> 527</span> </div><div class="line"><a name="l00528"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a4679f2cbb8476b2daf761bd7c23aad13"> 528</a></span> <span class="preprocessor">#define SCALE_ROW_14(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00529"></a><span class="lineno"> 529</span> <span class="preprocessor"> SCALE_ROW_13(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00530"></a><span class="lineno"> 530</span> <span class="preprocessor"> BASENAME##D *= (DATA_TYPE)SCALE;</span></div><div class="line"><a name="l00531"></a><span class="lineno"> 531</span> </div><div class="line"><a name="l00532"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a2fcb13728ffbc650ee2656875387551a"> 532</a></span> <span class="preprocessor">#define SCALE_ROW_15(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00533"></a><span class="lineno"> 533</span> <span class="preprocessor"> SCALE_ROW_14(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00534"></a><span class="lineno"> 534</span> <span class="preprocessor"> BASENAME##E *= (DATA_TYPE)SCALE;</span></div><div class="line"><a name="l00535"></a><span class="lineno"> 535</span> </div><div class="line"><a name="l00536"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#aecee5c3762ade793d2df3f1bdb6c2bf4"> 536</a></span> <span class="preprocessor">#define SCALE_ROW_16(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00537"></a><span class="lineno"> 537</span> <span class="preprocessor"> SCALE_ROW_15(DATA_TYPE, BASENAME, SCALE) \</span></div><div class="line"><a name="l00538"></a><span class="lineno"> 538</span> <span class="preprocessor"> BASENAME##F *= (DATA_TYPE)SCALE;</span></div><div class="line"><a name="l00539"></a><span class="lineno"> 539</span> <span class="comment">/** @} */</span> <span class="comment">// end of group SCALE_ROW_n</span></div><div class="line"><a name="l00540"></a><span class="lineno"> 540</span> <span class="comment"></span></div><div class="line"><a name="l00541"></a><span class="lineno"> 541</span> <span class="comment">/** Scale elements stored in a block (BASENAME)</span></div><div class="line"><a name="l00542"></a><span class="lineno"> 542</span> <span class="comment"> * @name SCALE_BLOCK</span></div><div class="line"><a name="l00543"></a><span class="lineno"> 543</span> <span class="comment"> *</span></div><div class="line"><a name="l00544"></a><span class="lineno"> 544</span> <span class="comment"> * Supported cases are N=1,2,3,...,16</span></div><div class="line"><a name="l00545"></a><span class="lineno"> 545</span> <span class="comment"> *</span></div><div class="line"><a name="l00546"></a><span class="lineno"> 546</span> <span class="comment"> * @param[in] N The number of rows in the block</span></div><div class="line"><a name="l00547"></a><span class="lineno"> 547</span> <span class="comment"> * @param[in] DATA_TYPE The data type of the block</span></div><div class="line"><a name="l00548"></a><span class="lineno"> 548</span> <span class="comment"> * @param[in] BASENAME The basename of the block</span></div><div class="line"><a name="l00549"></a><span class="lineno"> 549</span> <span class="comment"> * @param[in] SCALE The scale factor</span></div><div class="line"><a name="l00550"></a><span class="lineno"> 550</span> <span class="comment"> * @{</span></div><div class="line"><a name="l00551"></a><span class="lineno"> 551</span> <span class="comment"> */</span></div><div class="line"><a name="l00552"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a8eea56ab5aebc4c42c5843931ea3531f"> 552</a></span> <span class="preprocessor">#define SCALE_BLOCK_STR(N, DATA_TYPE, BASENAME, SCALE) SCALE_ROW_##N(DATA_TYPE, BASENAME, SCALE)</span></div><div class="line"><a name="l00553"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a4e4f47c0a33bb8a9ab20b355d7fa84ca"> 553</a></span> <span class="preprocessor">#define SCALE_BLOCK(N, DATA_TYPE, BASENAME, SCALE) SCALE_BLOCK_STR(N, DATA_TYPE, BASENAME, SCALE)</span></div><div class="line"><a name="l00554"></a><span class="lineno"> 554</span> <span class="comment">/** @} */</span> <span class="comment">// end of group SCALE_BLOCK</span></div><div class="line"><a name="l00555"></a><span class="lineno"> 555</span> <span class="comment"></span></div><div class="line"><a name="l00556"></a><span class="lineno"> 556</span> <span class="comment">/** Create a new vector containing the values at the given index for a set of given vectors</span></div><div class="line"><a name="l00557"></a><span class="lineno"> 557</span> <span class="comment"> * @name COLUMN_VECTORn</span></div><div class="line"><a name="l00558"></a><span class="lineno"> 558</span> <span class="comment"> *</span></div><div class="line"><a name="l00559"></a><span class="lineno"> 559</span> <span class="comment"> * @param[in] IDX_COL The index value</span></div><div class="line"><a name="l00560"></a><span class="lineno"> 560</span> <span class="comment"> * @param[in] BASENAME The basename of the destination vectors</span></div><div class="line"><a name="l00561"></a><span class="lineno"> 561</span> <span class="comment"> * @param[in] X The basename of the source vectors</span></div><div class="line"><a name="l00562"></a><span class="lineno"> 562</span> <span class="comment"> * @{</span></div><div class="line"><a name="l00563"></a><span class="lineno"> 563</span> <span class="comment"> */</span></div><div class="line"><a name="l00564"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a955f5520c5da09787cf2d367f15a73fb"> 564</a></span> <span class="preprocessor">#define COLUMN_VECTOR1(IDX_COL, BASENAME, X) \</span></div><div class="line"><a name="l00565"></a><span class="lineno"> 565</span> <span class="preprocessor"> uchar BASENAME##IDX_COL = (uchar)((X##0).s##IDX_COL);</span></div><div class="line"><a name="l00566"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a774f2177d56c7822d0cd1e89b2fc9b16"> 566</a></span> <span class="preprocessor">#define COLUMN_VECTOR2(IDX_COL, BASENAME, X) \</span></div><div class="line"><a name="l00567"></a><span class="lineno"> 567</span> <span class="preprocessor"> uchar2 BASENAME##IDX_COL = (uchar2)((X##0).s##IDX_COL, (X##1).s##IDX_COL);</span></div><div class="line"><a name="l00568"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#af00a7d552b91490940fdb97c61a1c34a"> 568</a></span> <span class="preprocessor">#define COLUMN_VECTOR3(IDX_COL, BASENAME, X) \</span></div><div class="line"><a name="l00569"></a><span class="lineno"> 569</span> <span class="preprocessor"> uchar3 BASENAME##IDX_COL = (uchar3)((X##0).s##IDX_COL, (X##1).s##IDX_COL, (X##2).s##IDX_COL);</span></div><div class="line"><a name="l00570"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#afffd0a9b78c494481fdac8bd6526d188"> 570</a></span> <span class="preprocessor">#define COLUMN_VECTOR4(IDX_COL, BASENAME, X) \</span></div><div class="line"><a name="l00571"></a><span class="lineno"> 571</span> <span class="preprocessor"> uchar4 BASENAME##IDX_COL = (uchar4)((X##0).s##IDX_COL, (X##1).s##IDX_COL, (X##2).s##IDX_COL, (X##3).s##IDX_COL);</span></div><div class="line"><a name="l00572"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a6bf3758f4f9f1679a137279331011e81"> 572</a></span> <span class="preprocessor">#define COLUMN_VECTOR8(IDX_COL, BASENAME, X) \</span></div><div class="line"><a name="l00573"></a><span class="lineno"> 573</span> <span class="preprocessor"> uchar8 BASENAME##IDX_COL = (uchar8)((X##0).s##IDX_COL, (X##1).s##IDX_COL, (X##2).s##IDX_COL, (X##3).s##IDX_COL, (X##4).s##IDX_COL, (X##5).s##IDX_COL, (X##6).s##IDX_COL, (X##7).s##IDX_COL);</span></div><div class="line"><a name="l00574"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a189d26ceb2613344f176fd461bb2c156"> 574</a></span> <span class="preprocessor">#define COLUMN_VECTOR16(IDX_COL, BASENAME, X) \</span></div><div class="line"><a name="l00575"></a><span class="lineno"> 575</span> <span class="preprocessor"> uchar16 BASENAME##IDX_COL = (uchar16)((X##0).s##IDX_COL, (X##1).s##IDX_COL, (X##2).s##IDX_COL, (X##3).s##IDX_COL, (X##4).s##IDX_COL, (X##5).s##IDX_COL, (X##6).s##IDX_COL, (X##7).s##IDX_COL, (X##8).s##IDX_COL, (X##9).s##IDX_COL, (X##A).s##IDX_COL, (X##B).s##IDX_COL, (X##C).s##IDX_COL, (X##D).s##IDX_COL, (X##E).s##IDX_COL, (X##F).s##IDX_COL);</span></div><div class="line"><a name="l00576"></a><span class="lineno"> 576</span> <span class="comment">/** @} */</span> <span class="comment">// end of group COLUMN_VECTORn</span></div><div class="line"><a name="l00577"></a><span class="lineno"> 577</span> <span class="comment"></span></div><div class="line"><a name="l00578"></a><span class="lineno"> 578</span> <span class="comment">/** Create transposed vectors of the given vectors</span></div><div class="line"><a name="l00579"></a><span class="lineno"> 579</span> <span class="comment"> * @name TRANSPOSE_K0Xn</span></div><div class="line"><a name="l00580"></a><span class="lineno"> 580</span> <span class="comment"> *</span></div><div class="line"><a name="l00581"></a><span class="lineno"> 581</span> <span class="comment"> * @param[in] K0 The size of the source vectors</span></div><div class="line"><a name="l00582"></a><span class="lineno"> 582</span> <span class="comment"> * @param[in] BASENAME The basename of transposed vectors</span></div><div class="line"><a name="l00583"></a><span class="lineno"> 583</span> <span class="comment"> * @param[in] B The basename of source vectors for transposition</span></div><div class="line"><a name="l00584"></a><span class="lineno"> 584</span> <span class="comment"> * @{</span></div><div class="line"><a name="l00585"></a><span class="lineno"> 585</span> <span class="comment"> */</span></div><div class="line"><a name="l00586"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a3331788b9b76de48804ede36995f2b65"> 586</a></span> <span class="preprocessor">#define TRANSPOSE_K0X1(K0, BASENAME, B) \</span></div><div class="line"><a name="l00587"></a><span class="lineno"> 587</span> <span class="preprocessor"> COLUMN_VECTOR(K0, 0, BASENAME, B);</span></div><div class="line"><a name="l00588"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a6b46fdbc87c7084bdc63a2f9520ddb83"> 588</a></span> <span class="preprocessor">#define TRANSPOSE_K0X2(K0, BASENAME, B) \</span></div><div class="line"><a name="l00589"></a><span class="lineno"> 589</span> <span class="preprocessor"> TRANSPOSE_K0X1(K0, BASENAME, B); \</span></div><div class="line"><a name="l00590"></a><span class="lineno"> 590</span> <span class="preprocessor"> COLUMN_VECTOR(K0, 1, BASENAME, B);</span></div><div class="line"><a name="l00591"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a08e69d6b2e06e2ef4bc9ba21488ddf8f"> 591</a></span> <span class="preprocessor">#define TRANSPOSE_K0X3(K0, BASENAME, B) \</span></div><div class="line"><a name="l00592"></a><span class="lineno"> 592</span> <span class="preprocessor"> TRANSPOSE_K0X2(K0, BASENAME, B); \</span></div><div class="line"><a name="l00593"></a><span class="lineno"> 593</span> <span class="preprocessor"> COLUMN_VECTOR(K0, 2, BASENAME, B);</span></div><div class="line"><a name="l00594"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a5044f846186656923b4b6a6018dd1d42"> 594</a></span> <span class="preprocessor">#define TRANSPOSE_K0X4(K0, BASENAME, B) \</span></div><div class="line"><a name="l00595"></a><span class="lineno"> 595</span> <span class="preprocessor"> TRANSPOSE_K0X3(K0, BASENAME, B); \</span></div><div class="line"><a name="l00596"></a><span class="lineno"> 596</span> <span class="preprocessor"> COLUMN_VECTOR(K0, 3, BASENAME, B);</span></div><div class="line"><a name="l00597"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a221e4dab7bfbca55e7d79174f140a754"> 597</a></span> <span class="preprocessor">#define TRANSPOSE_K0X8(K0, BASENAME, B) \</span></div><div class="line"><a name="l00598"></a><span class="lineno"> 598</span> <span class="preprocessor"> TRANSPOSE_K0X4(K0, BASENAME, B); \</span></div><div class="line"><a name="l00599"></a><span class="lineno"> 599</span> <span class="preprocessor"> COLUMN_VECTOR(K0, 4, BASENAME, B); \</span></div><div class="line"><a name="l00600"></a><span class="lineno"> 600</span> <span class="preprocessor"> COLUMN_VECTOR(K0, 5, BASENAME, B); \</span></div><div class="line"><a name="l00601"></a><span class="lineno"> 601</span> <span class="preprocessor"> COLUMN_VECTOR(K0, 6, BASENAME, B); \</span></div><div class="line"><a name="l00602"></a><span class="lineno"> 602</span> <span class="preprocessor"> COLUMN_VECTOR(K0, 7, BASENAME, B);</span></div><div class="line"><a name="l00603"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#ab7f7711d7dd26714ebee9d07b8ce58a3"> 603</a></span> <span class="preprocessor">#define TRANSPOSE_K0X16(K0, BASENAME, B) \</span></div><div class="line"><a name="l00604"></a><span class="lineno"> 604</span> <span class="preprocessor"> TRANSPOSE_K0X8(K0, BASENAME, B); \</span></div><div class="line"><a name="l00605"></a><span class="lineno"> 605</span> <span class="preprocessor"> COLUMN_VECTOR(K0, 8, BASENAME, B); \</span></div><div class="line"><a name="l00606"></a><span class="lineno"> 606</span> <span class="preprocessor"> COLUMN_VECTOR(K0, 9, BASENAME, B); \</span></div><div class="line"><a name="l00607"></a><span class="lineno"> 607</span> <span class="preprocessor"> COLUMN_VECTOR(K0, A, BASENAME, B); \</span></div><div class="line"><a name="l00608"></a><span class="lineno"> 608</span> <span class="preprocessor"> COLUMN_VECTOR(K0, B, BASENAME, B); \</span></div><div class="line"><a name="l00609"></a><span class="lineno"> 609</span> <span class="preprocessor"> COLUMN_VECTOR(K0, C, BASENAME, B); \</span></div><div class="line"><a name="l00610"></a><span class="lineno"> 610</span> <span class="preprocessor"> COLUMN_VECTOR(K0, D, BASENAME, B); \</span></div><div class="line"><a name="l00611"></a><span class="lineno"> 611</span> <span class="preprocessor"> COLUMN_VECTOR(K0, E, BASENAME, B); \</span></div><div class="line"><a name="l00612"></a><span class="lineno"> 612</span> <span class="preprocessor"> COLUMN_VECTOR(K0, F, BASENAME, B);</span></div><div class="line"><a name="l00613"></a><span class="lineno"> 613</span> <span class="comment"></span></div><div class="line"><a name="l00614"></a><span class="lineno"> 614</span> <span class="comment">/** @} */</span> <span class="comment">// end of group TRANSPOSE_K0Xn</span></div><div class="line"><a name="l00615"></a><span class="lineno"> 615</span> <span class="comment"></span></div><div class="line"><a name="l00616"></a><span class="lineno"> 616</span> <span class="comment">/** Create column vectors to contain the values at the given index for a set of given vectors</span></div><div class="line"><a name="l00617"></a><span class="lineno"> 617</span> <span class="comment"> *</span></div><div class="line"><a name="l00618"></a><span class="lineno"> 618</span> <span class="comment"> * @param[in] K0 The number of source vectors</span></div><div class="line"><a name="l00619"></a><span class="lineno"> 619</span> <span class="comment"> * @param[in] IDX_COL The index value</span></div><div class="line"><a name="l00620"></a><span class="lineno"> 620</span> <span class="comment"> * @param[in] BASENAME The basename of the destination vectors</span></div><div class="line"><a name="l00621"></a><span class="lineno"> 621</span> <span class="comment"> * @param[in] B The basename of the source vectors</span></div><div class="line"><a name="l00622"></a><span class="lineno"> 622</span> <span class="comment"> */</span></div><div class="line"><a name="l00623"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a9b584c64be578f31fe714ca04d5b7599"> 623</a></span> <span class="preprocessor">#define COLUMN_VECTOR(K0, IDX_COL, BASENAME, B) \</span></div><div class="line"><a name="l00624"></a><span class="lineno"> 624</span> <span class="preprocessor"> CONCAT(COLUMN_VECTOR, K0) \</span></div><div class="line"><a name="l00625"></a><span class="lineno"> 625</span> <span class="preprocessor"> (IDX_COL, BASENAME, B);</span></div><div class="line"><a name="l00626"></a><span class="lineno"> 626</span> <span class="comment"></span></div><div class="line"><a name="l00627"></a><span class="lineno"> 627</span> <span class="comment">/** Create transposed vectors form the given source vectors</span></div><div class="line"><a name="l00628"></a><span class="lineno"> 628</span> <span class="comment"> *</span></div><div class="line"><a name="l00629"></a><span class="lineno"> 629</span> <span class="comment"> * @param[in] K0 The size of source vectors</span></div><div class="line"><a name="l00630"></a><span class="lineno"> 630</span> <span class="comment"> * @param[in] N0 The number of source vectors</span></div><div class="line"><a name="l00631"></a><span class="lineno"> 631</span> <span class="comment"> * @param[in] BASENAME The basename of transposed vectors</span></div><div class="line"><a name="l00632"></a><span class="lineno"> 632</span> <span class="comment"> * @param[in] B The basename of source vectors for transposition</span></div><div class="line"><a name="l00633"></a><span class="lineno"> 633</span> <span class="comment"> *</span></div><div class="line"><a name="l00634"></a><span class="lineno"> 634</span> <span class="comment"> */</span></div><div class="line"><a name="l00635"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#af83fba9e0a00fc38a71258f0052b9c24"> 635</a></span> <span class="preprocessor">#define TRANSPOSE_K0XN0(K0, N0, BASENAME, B) \</span></div><div class="line"><a name="l00636"></a><span class="lineno"> 636</span> <span class="preprocessor"> CONCAT(TRANSPOSE_K0X, N0) \</span></div><div class="line"><a name="l00637"></a><span class="lineno"> 637</span> <span class="preprocessor"> (K0, BASENAME, B);</span></div><div class="line"><a name="l00638"></a><span class="lineno"> 638</span> <span class="comment"></span></div><div class="line"><a name="l00639"></a><span class="lineno"> 639</span> <span class="comment">/** Add the variables (BIAS0 to BIASn-1) to the others (BASENAME0 to BASENAMEn-1)</span></div><div class="line"><a name="l00640"></a><span class="lineno"> 640</span> <span class="comment"> * @name ADD_ROW_n</span></div><div class="line"><a name="l00641"></a><span class="lineno"> 641</span> <span class="comment"> *</span></div><div class="line"><a name="l00642"></a><span class="lineno"> 642</span> <span class="comment"> * @param[in] BASENAME The basename of the destination variables</span></div><div class="line"><a name="l00643"></a><span class="lineno"> 643</span> <span class="comment"> * @param[in] BIAS The basename of the added variables</span></div><div class="line"><a name="l00644"></a><span class="lineno"> 644</span> <span class="comment"> * @{</span></div><div class="line"><a name="l00645"></a><span class="lineno"> 645</span> <span class="comment"> */</span></div><div class="line"><a name="l00646"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a262fd1aa348d6db9829ac2fb3091e0e2"> 646</a></span> <span class="preprocessor">#define ADD_ROW_1(BASENAME, BIAS) \</span></div><div class="line"><a name="l00647"></a><span class="lineno"> 647</span> <span class="preprocessor"> BASENAME##0 += BIAS##0;</span></div><div class="line"><a name="l00648"></a><span class="lineno"> 648</span> </div><div class="line"><a name="l00649"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a9a4a3e258c8a76d2b2366d5c6f18e938"> 649</a></span> <span class="preprocessor">#define ADD_ROW_2(BASENAME, BIAS) \</span></div><div class="line"><a name="l00650"></a><span class="lineno"> 650</span> <span class="preprocessor"> ADD_ROW_1(BASENAME, BIAS) \</span></div><div class="line"><a name="l00651"></a><span class="lineno"> 651</span> <span class="preprocessor"> BASENAME##1 += BIAS##1;</span></div><div class="line"><a name="l00652"></a><span class="lineno"> 652</span> </div><div class="line"><a name="l00653"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a95da845fbd8793b29a1e09d148949fa4"> 653</a></span> <span class="preprocessor">#define ADD_ROW_3(BASENAME, BIAS) \</span></div><div class="line"><a name="l00654"></a><span class="lineno"> 654</span> <span class="preprocessor"> ADD_ROW_2(BASENAME, BIAS) \</span></div><div class="line"><a name="l00655"></a><span class="lineno"> 655</span> <span class="preprocessor"> BASENAME##2 += BIAS##2;</span></div><div class="line"><a name="l00656"></a><span class="lineno"> 656</span> </div><div class="line"><a name="l00657"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a2db13a86675d95a88daa7dfcf0e56ef3"> 657</a></span> <span class="preprocessor">#define ADD_ROW_4(BASENAME, BIAS) \</span></div><div class="line"><a name="l00658"></a><span class="lineno"> 658</span> <span class="preprocessor"> ADD_ROW_3(BASENAME, BIAS) \</span></div><div class="line"><a name="l00659"></a><span class="lineno"> 659</span> <span class="preprocessor"> BASENAME##3 += BIAS##3;</span></div><div class="line"><a name="l00660"></a><span class="lineno"> 660</span> </div><div class="line"><a name="l00661"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a78b36791b8d53134b5d7be171d1dd576"> 661</a></span> <span class="preprocessor">#define ADD_ROW_5(BASENAME, BIAS) \</span></div><div class="line"><a name="l00662"></a><span class="lineno"> 662</span> <span class="preprocessor"> ADD_ROW_4(BASENAME, BIAS) \</span></div><div class="line"><a name="l00663"></a><span class="lineno"> 663</span> <span class="preprocessor"> BASENAME##4 += BIAS##4;</span></div><div class="line"><a name="l00664"></a><span class="lineno"> 664</span> </div><div class="line"><a name="l00665"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a90b573562baa916273977081d78cd70b"> 665</a></span> <span class="preprocessor">#define ADD_ROW_6(BASENAME, BIAS) \</span></div><div class="line"><a name="l00666"></a><span class="lineno"> 666</span> <span class="preprocessor"> ADD_ROW_5(BASENAME, BIAS) \</span></div><div class="line"><a name="l00667"></a><span class="lineno"> 667</span> <span class="preprocessor"> BASENAME##5 += BIAS##5;</span></div><div class="line"><a name="l00668"></a><span class="lineno"> 668</span> </div><div class="line"><a name="l00669"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a24b6c5fc15575153454f10d7cdb8ec75"> 669</a></span> <span class="preprocessor">#define ADD_ROW_7(BASENAME, BIAS) \</span></div><div class="line"><a name="l00670"></a><span class="lineno"> 670</span> <span class="preprocessor"> ADD_ROW_6(BASENAME, BIAS) \</span></div><div class="line"><a name="l00671"></a><span class="lineno"> 671</span> <span class="preprocessor"> BASENAME##6 += BIAS##6;</span></div><div class="line"><a name="l00672"></a><span class="lineno"> 672</span> </div><div class="line"><a name="l00673"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a0350e3e2a111852d79390a72144b394e"> 673</a></span> <span class="preprocessor">#define ADD_ROW_8(BASENAME, BIAS) \</span></div><div class="line"><a name="l00674"></a><span class="lineno"> 674</span> <span class="preprocessor"> ADD_ROW_7(BASENAME, BIAS) \</span></div><div class="line"><a name="l00675"></a><span class="lineno"> 675</span> <span class="preprocessor"> BASENAME##7 += BIAS##7;</span></div><div class="line"><a name="l00676"></a><span class="lineno"> 676</span> </div><div class="line"><a name="l00677"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#afb2477bec0e97c3a02b090ca5e241b7e"> 677</a></span> <span class="preprocessor">#define ADD_ROW_9(BASENAME, BIAS) \</span></div><div class="line"><a name="l00678"></a><span class="lineno"> 678</span> <span class="preprocessor"> ADD_ROW_8(BASENAME, BIAS) \</span></div><div class="line"><a name="l00679"></a><span class="lineno"> 679</span> <span class="preprocessor"> BASENAME##8 += BIAS##8;</span></div><div class="line"><a name="l00680"></a><span class="lineno"> 680</span> </div><div class="line"><a name="l00681"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#af55a544ff0aed8b1ff5ac706e6f2def7"> 681</a></span> <span class="preprocessor">#define ADD_ROW_10(BASENAME, BIAS) \</span></div><div class="line"><a name="l00682"></a><span class="lineno"> 682</span> <span class="preprocessor"> ADD_ROW_9(BASENAME, BIAS) \</span></div><div class="line"><a name="l00683"></a><span class="lineno"> 683</span> <span class="preprocessor"> BASENAME##9 += BIAS##9;</span></div><div class="line"><a name="l00684"></a><span class="lineno"> 684</span> </div><div class="line"><a name="l00685"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a3abb49ddd5d9de949c126e8fd475dc9e"> 685</a></span> <span class="preprocessor">#define ADD_ROW_11(BASENAME, BIAS) \</span></div><div class="line"><a name="l00686"></a><span class="lineno"> 686</span> <span class="preprocessor"> ADD_ROW_10(BASENAME, BIAS) \</span></div><div class="line"><a name="l00687"></a><span class="lineno"> 687</span> <span class="preprocessor"> BASENAME##A += BIAS##A;</span></div><div class="line"><a name="l00688"></a><span class="lineno"> 688</span> </div><div class="line"><a name="l00689"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a5f8784fa8f828ba4e9a1ac4fe69d73dc"> 689</a></span> <span class="preprocessor">#define ADD_ROW_12(BASENAME, BIAS) \</span></div><div class="line"><a name="l00690"></a><span class="lineno"> 690</span> <span class="preprocessor"> ADD_ROW_11(BASENAME, BIAS) \</span></div><div class="line"><a name="l00691"></a><span class="lineno"> 691</span> <span class="preprocessor"> BASENAME##B += BIAS##B;</span></div><div class="line"><a name="l00692"></a><span class="lineno"> 692</span> </div><div class="line"><a name="l00693"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a02cb70709fbb9650a1a639c7abe638fa"> 693</a></span> <span class="preprocessor">#define ADD_ROW_13(BASENAME, BIAS) \</span></div><div class="line"><a name="l00694"></a><span class="lineno"> 694</span> <span class="preprocessor"> ADD_ROW_12(BASENAME, BIAS) \</span></div><div class="line"><a name="l00695"></a><span class="lineno"> 695</span> <span class="preprocessor"> BASENAME##C += BIAS##C;</span></div><div class="line"><a name="l00696"></a><span class="lineno"> 696</span> </div><div class="line"><a name="l00697"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a1afb4914b37ea04002f7c34ff9fb5451"> 697</a></span> <span class="preprocessor">#define ADD_ROW_14(BASENAME, BIAS) \</span></div><div class="line"><a name="l00698"></a><span class="lineno"> 698</span> <span class="preprocessor"> ADD_ROW_13(BASENAME, BIAS) \</span></div><div class="line"><a name="l00699"></a><span class="lineno"> 699</span> <span class="preprocessor"> BASENAME##D += BIAS##D;</span></div><div class="line"><a name="l00700"></a><span class="lineno"> 700</span> </div><div class="line"><a name="l00701"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#acea6e6e38e775db72e55d57ad432df5d"> 701</a></span> <span class="preprocessor">#define ADD_ROW_15(BASENAME, BIAS) \</span></div><div class="line"><a name="l00702"></a><span class="lineno"> 702</span> <span class="preprocessor"> ADD_ROW_14(BASENAME, BIAS) \</span></div><div class="line"><a name="l00703"></a><span class="lineno"> 703</span> <span class="preprocessor"> BASENAME##E += BIAS##E;</span></div><div class="line"><a name="l00704"></a><span class="lineno"> 704</span> </div><div class="line"><a name="l00705"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a7dd37c6a57e390e0215c212894789684"> 705</a></span> <span class="preprocessor">#define ADD_ROW_16(BASENAME, BIAS) \</span></div><div class="line"><a name="l00706"></a><span class="lineno"> 706</span> <span class="preprocessor"> ADD_ROW_15(BASENAME, BIAS) \</span></div><div class="line"><a name="l00707"></a><span class="lineno"> 707</span> <span class="preprocessor"> BASENAME##F += BIAS##F;</span></div><div class="line"><a name="l00708"></a><span class="lineno"> 708</span> <span class="comment"></span></div><div class="line"><a name="l00709"></a><span class="lineno"> 709</span> <span class="comment">/** @} */</span> <span class="comment">// end of group ADD_ROW_n</span></div><div class="line"><a name="l00710"></a><span class="lineno"> 710</span> <span class="comment"></span></div><div class="line"><a name="l00711"></a><span class="lineno"> 711</span> <span class="comment">/** Add the block (BIAS) to another block (BASENAME)</span></div><div class="line"><a name="l00712"></a><span class="lineno"> 712</span> <span class="comment"> * @name ADD_BLOCK</span></div><div class="line"><a name="l00713"></a><span class="lineno"> 713</span> <span class="comment"> *</span></div><div class="line"><a name="l00714"></a><span class="lineno"> 714</span> <span class="comment"> * Supported cases are N=1,2,3,...,16</span></div><div class="line"><a name="l00715"></a><span class="lineno"> 715</span> <span class="comment"> *</span></div><div class="line"><a name="l00716"></a><span class="lineno"> 716</span> <span class="comment"> * @param[in] N The number of vectors in the block</span></div><div class="line"><a name="l00717"></a><span class="lineno"> 717</span> <span class="comment"> * @param[in] BASENAME The basename of the destination variables</span></div><div class="line"><a name="l00718"></a><span class="lineno"> 718</span> <span class="comment"> * @param[in] BIAS The basename of the added variables</span></div><div class="line"><a name="l00719"></a><span class="lineno"> 719</span> <span class="comment"> * @{</span></div><div class="line"><a name="l00720"></a><span class="lineno"> 720</span> <span class="comment"> */</span></div><div class="line"><a name="l00721"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#ae94a788934b8703fedfb364a980a11a6"> 721</a></span> <span class="preprocessor">#define ADD_BLOCK_STR(N, BASENAME, BIAS) ADD_ROW_##N(BASENAME, BIAS)</span></div><div class="line"><a name="l00722"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a47f4d3ee6a1f83a0c3d1744f42da118f"> 722</a></span> <span class="preprocessor">#define ADD_BLOCK(N, BASENAME, BIAS) ADD_BLOCK_STR(N, BASENAME, BIAS)</span></div><div class="line"><a name="l00723"></a><span class="lineno"> 723</span> <span class="comment">/** @} */</span> <span class="comment">// end of group ADD_BLOCK</span></div><div class="line"><a name="l00724"></a><span class="lineno"> 724</span> <span class="comment"></span></div><div class="line"><a name="l00725"></a><span class="lineno"> 725</span> <span class="comment">/** Broadcast (add single value) to the each element of the destination variables</span></div><div class="line"><a name="l00726"></a><span class="lineno"> 726</span> <span class="comment"> * @name ADD_ROW_BROADCAST_n</span></div><div class="line"><a name="l00727"></a><span class="lineno"> 727</span> <span class="comment"> *</span></div><div class="line"><a name="l00728"></a><span class="lineno"> 728</span> <span class="comment"> * @param[in] BASENAME The basename of the destination variables</span></div><div class="line"><a name="l00729"></a><span class="lineno"> 729</span> <span class="comment"> * @param[in] BIAS The variable containing the value to add</span></div><div class="line"><a name="l00730"></a><span class="lineno"> 730</span> <span class="comment"> * @{</span></div><div class="line"><a name="l00731"></a><span class="lineno"> 731</span> <span class="comment"> */</span></div><div class="line"><a name="l00732"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#acd0d3c9521fcc52fbb080ab46087331b"> 732</a></span> <span class="preprocessor">#define ADD_ROW_BROADCAST_1(BASENAME, BIAS) \</span></div><div class="line"><a name="l00733"></a><span class="lineno"> 733</span> <span class="preprocessor"> BASENAME##0 += BIAS;</span></div><div class="line"><a name="l00734"></a><span class="lineno"> 734</span> </div><div class="line"><a name="l00735"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a176d32d659f84960e8d4e1551adc4f09"> 735</a></span> <span class="preprocessor">#define ADD_ROW_BROADCAST_2(BASENAME, BIAS) \</span></div><div class="line"><a name="l00736"></a><span class="lineno"> 736</span> <span class="preprocessor"> ADD_ROW_BROADCAST_1(BASENAME, BIAS) \</span></div><div class="line"><a name="l00737"></a><span class="lineno"> 737</span> <span class="preprocessor"> BASENAME##1 += BIAS;</span></div><div class="line"><a name="l00738"></a><span class="lineno"> 738</span> </div><div class="line"><a name="l00739"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#aebeb14fcc0e8958b937599a5b4fe7a93"> 739</a></span> <span class="preprocessor">#define ADD_ROW_BROADCAST_3(BASENAME, BIAS) \</span></div><div class="line"><a name="l00740"></a><span class="lineno"> 740</span> <span class="preprocessor"> ADD_ROW_BROADCAST_2(BASENAME, BIAS) \</span></div><div class="line"><a name="l00741"></a><span class="lineno"> 741</span> <span class="preprocessor"> BASENAME##2 += BIAS;</span></div><div class="line"><a name="l00742"></a><span class="lineno"> 742</span> </div><div class="line"><a name="l00743"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#ad4de3d1ef130212aa0e14a92288f5195"> 743</a></span> <span class="preprocessor">#define ADD_ROW_BROADCAST_4(BASENAME, BIAS) \</span></div><div class="line"><a name="l00744"></a><span class="lineno"> 744</span> <span class="preprocessor"> ADD_ROW_BROADCAST_3(BASENAME, BIAS) \</span></div><div class="line"><a name="l00745"></a><span class="lineno"> 745</span> <span class="preprocessor"> BASENAME##3 += BIAS;</span></div><div class="line"><a name="l00746"></a><span class="lineno"> 746</span> </div><div class="line"><a name="l00747"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#abaf436cf5e2e9062faa2523d9f568ccb"> 747</a></span> <span class="preprocessor">#define ADD_ROW_BROADCAST_5(BASENAME, BIAS) \</span></div><div class="line"><a name="l00748"></a><span class="lineno"> 748</span> <span class="preprocessor"> ADD_ROW_BROADCAST_4(BASENAME, BIAS) \</span></div><div class="line"><a name="l00749"></a><span class="lineno"> 749</span> <span class="preprocessor"> BASENAME##4 += BIAS;</span></div><div class="line"><a name="l00750"></a><span class="lineno"> 750</span> </div><div class="line"><a name="l00751"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#aab82226c20d3ee2f80364d93e492f91a"> 751</a></span> <span class="preprocessor">#define ADD_ROW_BROADCAST_6(BASENAME, BIAS) \</span></div><div class="line"><a name="l00752"></a><span class="lineno"> 752</span> <span class="preprocessor"> ADD_ROW_BROADCAST_5(BASENAME, BIAS) \</span></div><div class="line"><a name="l00753"></a><span class="lineno"> 753</span> <span class="preprocessor"> BASENAME##5 += BIAS;</span></div><div class="line"><a name="l00754"></a><span class="lineno"> 754</span> </div><div class="line"><a name="l00755"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a4440d1a0661087bef69962003e8e0c6f"> 755</a></span> <span class="preprocessor">#define ADD_ROW_BROADCAST_7(BASENAME, BIAS) \</span></div><div class="line"><a name="l00756"></a><span class="lineno"> 756</span> <span class="preprocessor"> ADD_ROW_BROADCAST_6(BASENAME, BIAS) \</span></div><div class="line"><a name="l00757"></a><span class="lineno"> 757</span> <span class="preprocessor"> BASENAME##6 += BIAS;</span></div><div class="line"><a name="l00758"></a><span class="lineno"> 758</span> </div><div class="line"><a name="l00759"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a024dfebd7a680c25c9decf3abe24b6ee"> 759</a></span> <span class="preprocessor">#define ADD_ROW_BROADCAST_8(BASENAME, BIAS) \</span></div><div class="line"><a name="l00760"></a><span class="lineno"> 760</span> <span class="preprocessor"> ADD_ROW_BROADCAST_7(BASENAME, BIAS) \</span></div><div class="line"><a name="l00761"></a><span class="lineno"> 761</span> <span class="preprocessor"> BASENAME##7 += BIAS;</span></div><div class="line"><a name="l00762"></a><span class="lineno"> 762</span> </div><div class="line"><a name="l00763"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#aef63fcf06b81942e2c1cdedb3b697d0c"> 763</a></span> <span class="preprocessor">#define ADD_ROW_BROADCAST_9(BASENAME, BIAS) \</span></div><div class="line"><a name="l00764"></a><span class="lineno"> 764</span> <span class="preprocessor"> ADD_ROW_BROADCAST_8(BASENAME, BIAS) \</span></div><div class="line"><a name="l00765"></a><span class="lineno"> 765</span> <span class="preprocessor"> BASENAME##8 += BIAS;</span></div><div class="line"><a name="l00766"></a><span class="lineno"> 766</span> </div><div class="line"><a name="l00767"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a6b9dac7d7ab5608e53526d0e8fc9ed8d"> 767</a></span> <span class="preprocessor">#define ADD_ROW_BROADCAST_10(BASENAME, BIAS) \</span></div><div class="line"><a name="l00768"></a><span class="lineno"> 768</span> <span class="preprocessor"> ADD_ROW_BROADCAST_9(BASENAME, BIAS) \</span></div><div class="line"><a name="l00769"></a><span class="lineno"> 769</span> <span class="preprocessor"> BASENAME##9 += BIAS;</span></div><div class="line"><a name="l00770"></a><span class="lineno"> 770</span> </div><div class="line"><a name="l00771"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a76ad22b19006a15ec22db1eb71b5104e"> 771</a></span> <span class="preprocessor">#define ADD_ROW_BROADCAST_11(BASENAME, BIAS) \</span></div><div class="line"><a name="l00772"></a><span class="lineno"> 772</span> <span class="preprocessor"> ADD_ROW_BROADCAST_10(BASENAME, BIAS) \</span></div><div class="line"><a name="l00773"></a><span class="lineno"> 773</span> <span class="preprocessor"> BASENAME##A += BIAS;</span></div><div class="line"><a name="l00774"></a><span class="lineno"> 774</span> </div><div class="line"><a name="l00775"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a7f5b36e0f9d501a5ca56f41ed3127614"> 775</a></span> <span class="preprocessor">#define ADD_ROW_BROADCAST_12(BASENAME, BIAS) \</span></div><div class="line"><a name="l00776"></a><span class="lineno"> 776</span> <span class="preprocessor"> ADD_ROW_BROADCAST_11(BASENAME, BIAS) \</span></div><div class="line"><a name="l00777"></a><span class="lineno"> 777</span> <span class="preprocessor"> BASENAME##B += BIAS;</span></div><div class="line"><a name="l00778"></a><span class="lineno"> 778</span> </div><div class="line"><a name="l00779"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#aeea8bd7b430d8041e5c34b06789d430a"> 779</a></span> <span class="preprocessor">#define ADD_ROW_BROADCAST_13(BASENAME, BIAS) \</span></div><div class="line"><a name="l00780"></a><span class="lineno"> 780</span> <span class="preprocessor"> ADD_ROW_BROADCAST_12(BASENAME, BIAS) \</span></div><div class="line"><a name="l00781"></a><span class="lineno"> 781</span> <span class="preprocessor"> BASENAME##C += BIAS;</span></div><div class="line"><a name="l00782"></a><span class="lineno"> 782</span> </div><div class="line"><a name="l00783"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a41e89066eca08deffac7a472957e877b"> 783</a></span> <span class="preprocessor">#define ADD_ROW_BROADCAST_14(BASENAME, BIAS) \</span></div><div class="line"><a name="l00784"></a><span class="lineno"> 784</span> <span class="preprocessor"> ADD_ROW_BROADCAST_13(BASENAME, BIAS) \</span></div><div class="line"><a name="l00785"></a><span class="lineno"> 785</span> <span class="preprocessor"> BASENAME##D += BIAS;</span></div><div class="line"><a name="l00786"></a><span class="lineno"> 786</span> </div><div class="line"><a name="l00787"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a70edb397fda9cc735f746dff18ef0c1b"> 787</a></span> <span class="preprocessor">#define ADD_ROW_BROADCAST_15(BASENAME, BIAS) \</span></div><div class="line"><a name="l00788"></a><span class="lineno"> 788</span> <span class="preprocessor"> ADD_ROW_BROADCAST_14(BASENAME, BIAS) \</span></div><div class="line"><a name="l00789"></a><span class="lineno"> 789</span> <span class="preprocessor"> BASENAME##E += BIAS;</span></div><div class="line"><a name="l00790"></a><span class="lineno"> 790</span> </div><div class="line"><a name="l00791"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a728b576315645636d81d072eaee516bc"> 791</a></span> <span class="preprocessor">#define ADD_ROW_BROADCAST_16(BASENAME, BIAS) \</span></div><div class="line"><a name="l00792"></a><span class="lineno"> 792</span> <span class="preprocessor"> ADD_ROW_BROADCAST_15(BASENAME, BIAS) \</span></div><div class="line"><a name="l00793"></a><span class="lineno"> 793</span> <span class="preprocessor"> BASENAME##F += BIAS;</span></div><div class="line"><a name="l00794"></a><span class="lineno"> 794</span> <span class="comment"></span></div><div class="line"><a name="l00795"></a><span class="lineno"> 795</span> <span class="comment">/** Broadcast (add a value) to the each element of the destination block (BASENAME)</span></div><div class="line"><a name="l00796"></a><span class="lineno"> 796</span> <span class="comment"> * @name ADD_BLOCK_BROADCAST</span></div><div class="line"><a name="l00797"></a><span class="lineno"> 797</span> <span class="comment"> *</span></div><div class="line"><a name="l00798"></a><span class="lineno"> 798</span> <span class="comment"> * Supported cases are N=1,2,3,...,16.</span></div><div class="line"><a name="l00799"></a><span class="lineno"> 799</span> <span class="comment"> *</span></div><div class="line"><a name="l00800"></a><span class="lineno"> 800</span> <span class="comment"> * @param[in] N The number of vectors in the block</span></div><div class="line"><a name="l00801"></a><span class="lineno"> 801</span> <span class="comment"> * @param[in] BASENAME The basename of the destination variables</span></div><div class="line"><a name="l00802"></a><span class="lineno"> 802</span> <span class="comment"> * @param[in] BIAS The variable containing the value to add</span></div><div class="line"><a name="l00803"></a><span class="lineno"> 803</span> <span class="comment"> * @{</span></div><div class="line"><a name="l00804"></a><span class="lineno"> 804</span> <span class="comment"> */</span></div><div class="line"><a name="l00805"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#af28dee0f6cd6020d91d66f4ced01569b"> 805</a></span> <span class="preprocessor">#define ADD_BLOCK_BROADCAST_STR(N, BASENAME, BIAS) ADD_ROW_BROADCAST_##N(BASENAME, BIAS)</span></div><div class="line"><a name="l00806"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a055f3dc1bfec3462a3c48de0203a2c80"> 806</a></span> <span class="preprocessor">#define ADD_BLOCK_BROADCAST(N, BASENAME, BIAS) ADD_BLOCK_BROADCAST_STR(N, BASENAME, BIAS)</span></div><div class="line"><a name="l00807"></a><span class="lineno"> 807</span> <span class="comment">/** @} */</span> <span class="comment">// end of group ADD_BLOCK_BROADCAST</span></div><div class="line"><a name="l00808"></a><span class="lineno"> 808</span> <span class="comment"></span></div><div class="line"><a name="l00809"></a><span class="lineno"> 809</span> <span class="comment">/** Apply activation to the given variables</span></div><div class="line"><a name="l00810"></a><span class="lineno"> 810</span> <span class="comment"> * @name ACTIVATION_ROW_n</span></div><div class="line"><a name="l00811"></a><span class="lineno"> 811</span> <span class="comment"> *</span></div><div class="line"><a name="l00812"></a><span class="lineno"> 812</span> <span class="comment"> * @param[in] ACTIVATION_TYPE The type of the activation</span></div><div class="line"><a name="l00813"></a><span class="lineno"> 813</span> <span class="comment"> * @param[in] DATA_TYPE The data type of the vectors</span></div><div class="line"><a name="l00814"></a><span class="lineno"> 814</span> <span class="comment"> * @param[in] BASENAME The basename of the variables</span></div><div class="line"><a name="l00815"></a><span class="lineno"> 815</span> <span class="comment"> * @param[in] A_VAL Additional value required by the activation</span></div><div class="line"><a name="l00816"></a><span class="lineno"> 816</span> <span class="comment"> * @param[in] B_VAL Additional value required by the activation</span></div><div class="line"><a name="l00817"></a><span class="lineno"> 817</span> <span class="comment"> * @{</span></div><div class="line"><a name="l00818"></a><span class="lineno"> 818</span> <span class="comment"> */</span></div><div class="line"><a name="l00819"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a9a5d333671a60527da1acb0b4ab108ef"> 819</a></span> <span class="preprocessor">#define ACTIVATION_ROW_1(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00820"></a><span class="lineno"> 820</span> <span class="preprocessor"> BASENAME##0 = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, BASENAME##0, A_VAL, B_VAL);</span></div><div class="line"><a name="l00821"></a><span class="lineno"> 821</span> </div><div class="line"><a name="l00822"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a2528c467ff7f9de034412eb58ab634b1"> 822</a></span> <span class="preprocessor">#define ACTIVATION_ROW_2(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00823"></a><span class="lineno"> 823</span> <span class="preprocessor"> ACTIVATION_ROW_1(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00824"></a><span class="lineno"> 824</span> <span class="preprocessor"> BASENAME##1 = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, BASENAME##1, A_VAL, B_VAL);</span></div><div class="line"><a name="l00825"></a><span class="lineno"> 825</span> </div><div class="line"><a name="l00826"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a985131db76a28d171da0810a8b0f70ee"> 826</a></span> <span class="preprocessor">#define ACTIVATION_ROW_3(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00827"></a><span class="lineno"> 827</span> <span class="preprocessor"> ACTIVATION_ROW_2(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00828"></a><span class="lineno"> 828</span> <span class="preprocessor"> BASENAME##2 = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, BASENAME##2, A_VAL, B_VAL);</span></div><div class="line"><a name="l00829"></a><span class="lineno"> 829</span> </div><div class="line"><a name="l00830"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#ad7ea2cca2af876b0bae9945c22f526d9"> 830</a></span> <span class="preprocessor">#define ACTIVATION_ROW_4(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00831"></a><span class="lineno"> 831</span> <span class="preprocessor"> ACTIVATION_ROW_3(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00832"></a><span class="lineno"> 832</span> <span class="preprocessor"> BASENAME##3 = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, BASENAME##3, A_VAL, B_VAL);</span></div><div class="line"><a name="l00833"></a><span class="lineno"> 833</span> </div><div class="line"><a name="l00834"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#abea5a4ee08e4599e563652e58a3b747e"> 834</a></span> <span class="preprocessor">#define ACTIVATION_ROW_5(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00835"></a><span class="lineno"> 835</span> <span class="preprocessor"> ACTIVATION_ROW_4(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00836"></a><span class="lineno"> 836</span> <span class="preprocessor"> BASENAME##4 = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, BASENAME##4, A_VAL, B_VAL);</span></div><div class="line"><a name="l00837"></a><span class="lineno"> 837</span> </div><div class="line"><a name="l00838"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#ab9f2197890842e0157532502f4553741"> 838</a></span> <span class="preprocessor">#define ACTIVATION_ROW_6(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00839"></a><span class="lineno"> 839</span> <span class="preprocessor"> ACTIVATION_ROW_5(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00840"></a><span class="lineno"> 840</span> <span class="preprocessor"> BASENAME##5 = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, BASENAME##5, A_VAL, B_VAL);</span></div><div class="line"><a name="l00841"></a><span class="lineno"> 841</span> </div><div class="line"><a name="l00842"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a5639eaa43eaf94060f8a43877bc7f293"> 842</a></span> <span class="preprocessor">#define ACTIVATION_ROW_7(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00843"></a><span class="lineno"> 843</span> <span class="preprocessor"> ACTIVATION_ROW_6(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00844"></a><span class="lineno"> 844</span> <span class="preprocessor"> BASENAME##6 = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, BASENAME##6, A_VAL, B_VAL);</span></div><div class="line"><a name="l00845"></a><span class="lineno"> 845</span> </div><div class="line"><a name="l00846"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#acf7acbf0e44c8cbf3ed05960d8b370a2"> 846</a></span> <span class="preprocessor">#define ACTIVATION_ROW_8(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00847"></a><span class="lineno"> 847</span> <span class="preprocessor"> ACTIVATION_ROW_7(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00848"></a><span class="lineno"> 848</span> <span class="preprocessor"> BASENAME##7 = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, BASENAME##7, A_VAL, B_VAL);</span></div><div class="line"><a name="l00849"></a><span class="lineno"> 849</span> </div><div class="line"><a name="l00850"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#addb9f251eaafaad1250ef7d9ebb3b030"> 850</a></span> <span class="preprocessor">#define ACTIVATION_ROW_9(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00851"></a><span class="lineno"> 851</span> <span class="preprocessor"> ACTIVATION_ROW_8(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00852"></a><span class="lineno"> 852</span> <span class="preprocessor"> BASENAME##8 = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, BASENAME##8, A_VAL, B_VAL);</span></div><div class="line"><a name="l00853"></a><span class="lineno"> 853</span> </div><div class="line"><a name="l00854"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#ae59e674e9d27783d6a30db18caaa15df"> 854</a></span> <span class="preprocessor">#define ACTIVATION_ROW_10(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00855"></a><span class="lineno"> 855</span> <span class="preprocessor"> ACTIVATION_ROW_9(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00856"></a><span class="lineno"> 856</span> <span class="preprocessor"> BASENAME##9 = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, BASENAME##9, A_VAL, B_VAL);</span></div><div class="line"><a name="l00857"></a><span class="lineno"> 857</span> </div><div class="line"><a name="l00858"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a07074bdfb43219ddfe300148db0efd52"> 858</a></span> <span class="preprocessor">#define ACTIVATION_ROW_11(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00859"></a><span class="lineno"> 859</span> <span class="preprocessor"> ACTIVATION_ROW_10(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00860"></a><span class="lineno"> 860</span> <span class="preprocessor"> BASENAME##A = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, BASENAME##A, A_VAL, B_VAL);</span></div><div class="line"><a name="l00861"></a><span class="lineno"> 861</span> </div><div class="line"><a name="l00862"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a63a4bffa7fdb0e11692d4e5dbb0990d1"> 862</a></span> <span class="preprocessor">#define ACTIVATION_ROW_12(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00863"></a><span class="lineno"> 863</span> <span class="preprocessor"> ACTIVATION_ROW_11(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00864"></a><span class="lineno"> 864</span> <span class="preprocessor"> BASENAME##B = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, BASENAME##B, A_VAL, B_VAL);</span></div><div class="line"><a name="l00865"></a><span class="lineno"> 865</span> </div><div class="line"><a name="l00866"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a7f664dbeac0ab85fe6ff32dd0defe195"> 866</a></span> <span class="preprocessor">#define ACTIVATION_ROW_13(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00867"></a><span class="lineno"> 867</span> <span class="preprocessor"> ACTIVATION_ROW_12(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00868"></a><span class="lineno"> 868</span> <span class="preprocessor"> BASENAME##C = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, BASENAME##C, A_VAL, B_VAL);</span></div><div class="line"><a name="l00869"></a><span class="lineno"> 869</span> </div><div class="line"><a name="l00870"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#ab3ff3db26f85fb5d8498be439020911b"> 870</a></span> <span class="preprocessor">#define ACTIVATION_ROW_14(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00871"></a><span class="lineno"> 871</span> <span class="preprocessor"> ACTIVATION_ROW_13(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00872"></a><span class="lineno"> 872</span> <span class="preprocessor"> BASENAME##D = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, BASENAME##D, A_VAL, B_VAL);</span></div><div class="line"><a name="l00873"></a><span class="lineno"> 873</span> </div><div class="line"><a name="l00874"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#ac2defc172614c2508737af398b7cfb6b"> 874</a></span> <span class="preprocessor">#define ACTIVATION_ROW_15(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00875"></a><span class="lineno"> 875</span> <span class="preprocessor"> ACTIVATION_ROW_14(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00876"></a><span class="lineno"> 876</span> <span class="preprocessor"> BASENAME##E = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, BASENAME##E, A_VAL, B_VAL);</span></div><div class="line"><a name="l00877"></a><span class="lineno"> 877</span> </div><div class="line"><a name="l00878"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a2644f3758fec09f4b5639cf51a8617f9"> 878</a></span> <span class="preprocessor">#define ACTIVATION_ROW_16(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00879"></a><span class="lineno"> 879</span> <span class="preprocessor"> ACTIVATION_ROW_15(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) \</span></div><div class="line"><a name="l00880"></a><span class="lineno"> 880</span> <span class="preprocessor"> BASENAME##F = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, BASENAME##F, A_VAL, B_VAL);</span></div><div class="line"><a name="l00881"></a><span class="lineno"> 881</span> <span class="comment">/** @} */</span> <span class="comment">// end of group ACTIVATION_ROW_n</span></div><div class="line"><a name="l00882"></a><span class="lineno"> 882</span> <span class="comment"></span></div><div class="line"><a name="l00883"></a><span class="lineno"> 883</span> <span class="comment">/** Apply activation to a block (BASENAME)</span></div><div class="line"><a name="l00884"></a><span class="lineno"> 884</span> <span class="comment"> * @name ACTIVATION_BLOCK</span></div><div class="line"><a name="l00885"></a><span class="lineno"> 885</span> <span class="comment"> *</span></div><div class="line"><a name="l00886"></a><span class="lineno"> 886</span> <span class="comment"> * Supported cases are N=1,2,3,...,16.</span></div><div class="line"><a name="l00887"></a><span class="lineno"> 887</span> <span class="comment"> *</span></div><div class="line"><a name="l00888"></a><span class="lineno"> 888</span> <span class="comment"> * @param[in] N The number of vectors in the block</span></div><div class="line"><a name="l00889"></a><span class="lineno"> 889</span> <span class="comment"> * @param[in] ACTIVATION_TYPE The type of the activation</span></div><div class="line"><a name="l00890"></a><span class="lineno"> 890</span> <span class="comment"> * @param[in] DATA_TYPE The data type of the vectors</span></div><div class="line"><a name="l00891"></a><span class="lineno"> 891</span> <span class="comment"> * @param[in] BASENAME The basename of the variables</span></div><div class="line"><a name="l00892"></a><span class="lineno"> 892</span> <span class="comment"> * @param[in] A_VAL Additional value required by the activation</span></div><div class="line"><a name="l00893"></a><span class="lineno"> 893</span> <span class="comment"> * @param[in] B_VAL Additional value required by the activation</span></div><div class="line"><a name="l00894"></a><span class="lineno"> 894</span> <span class="comment"> * @{</span></div><div class="line"><a name="l00895"></a><span class="lineno"> 895</span> <span class="comment"> */</span></div><div class="line"><a name="l00896"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a7bbe15f149f5f2a31c613daa1afa860c"> 896</a></span> <span class="preprocessor">#define ACTIVATION_BLOCK_STR(N, ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) ACTIVATION_ROW_##N(ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL)</span></div><div class="line"><a name="l00897"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a2da39e3a865d4f0da99e21e37c2cef85"> 897</a></span> <span class="preprocessor">#define ACTIVATION_BLOCK(N, ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL) ACTIVATION_BLOCK_STR(N, ACTIVATION_TYPE, DATA_TYPE, BASENAME, A_VAL, B_VAL)</span></div><div class="line"><a name="l00898"></a><span class="lineno"> 898</span> <span class="comment">/** @} */</span> <span class="comment">// end of group ACTIVATION_BLOCK</span></div><div class="line"><a name="l00899"></a><span class="lineno"> 899</span> <span class="comment"></span></div><div class="line"><a name="l00900"></a><span class="lineno"> 900</span> <span class="comment">/** Apply convert_<data_type> to the given variables</span></div><div class="line"><a name="l00901"></a><span class="lineno"> 901</span> <span class="comment"> * @name CONVERT_ROW_n</span></div><div class="line"><a name="l00902"></a><span class="lineno"> 902</span> <span class="comment"> *</span></div><div class="line"><a name="l00903"></a><span class="lineno"> 903</span> <span class="comment"> * @param[in] N The size of the vectors</span></div><div class="line"><a name="l00904"></a><span class="lineno"> 904</span> <span class="comment"> * @param[in] DATA_TYPE The data type of the vectors</span></div><div class="line"><a name="l00905"></a><span class="lineno"> 905</span> <span class="comment"> * @param[in] BASENAME_SRC The basename of the source variables</span></div><div class="line"><a name="l00906"></a><span class="lineno"> 906</span> <span class="comment"> * @param[in] BASENAME_DST The basename of the destination variables</span></div><div class="line"><a name="l00907"></a><span class="lineno"> 907</span> <span class="comment"> */</span></div><div class="line"><a name="l00908"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a6c3b518d2e28fb0d32bebcb3e0a502d3"> 908</a></span> <span class="preprocessor">#define CONVERT_ROW_1(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \</span></div><div class="line"><a name="l00909"></a><span class="lineno"> 909</span> <span class="preprocessor"> VEC_DATA_TYPE(DATA_TYPE, N) \</span></div><div class="line"><a name="l00910"></a><span class="lineno"> 910</span> <span class="preprocessor"> BASENAME_DST##0 = CONVERT(BASENAME_SRC##0, VEC_DATA_TYPE(DATA_TYPE, N));</span></div><div class="line"><a name="l00911"></a><span class="lineno"> 911</span> </div><div class="line"><a name="l00912"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#af08f85d5ffbaca351158fcbe53a81dbb"> 912</a></span> <span class="preprocessor">#define CONVERT_ROW_2(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \</span></div><div class="line"><a name="l00913"></a><span class="lineno"> 913</span> <span class="preprocessor"> CONVERT_ROW_1(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \</span></div><div class="line"><a name="l00914"></a><span class="lineno"> 914</span> <span class="preprocessor"> VEC_DATA_TYPE(DATA_TYPE, N) \</span></div><div class="line"><a name="l00915"></a><span class="lineno"> 915</span> <span class="preprocessor"> BASENAME_DST##1 = CONVERT(BASENAME_SRC##1, VEC_DATA_TYPE(DATA_TYPE, N));</span></div><div class="line"><a name="l00916"></a><span class="lineno"> 916</span> </div><div class="line"><a name="l00917"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#acbabe17a0abfeb929dc0570e579c9113"> 917</a></span> <span class="preprocessor">#define CONVERT_ROW_3(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \</span></div><div class="line"><a name="l00918"></a><span class="lineno"> 918</span> <span class="preprocessor"> CONVERT_ROW_2(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \</span></div><div class="line"><a name="l00919"></a><span class="lineno"> 919</span> <span class="preprocessor"> VEC_DATA_TYPE(DATA_TYPE, N) \</span></div><div class="line"><a name="l00920"></a><span class="lineno"> 920</span> <span class="preprocessor"> BASENAME_DST##2 = CONVERT(BASENAME_SRC##2, VEC_DATA_TYPE(DATA_TYPE, N));</span></div><div class="line"><a name="l00921"></a><span class="lineno"> 921</span> </div><div class="line"><a name="l00922"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a4dce2833f69cdcb2cf05aa315ae27dfe"> 922</a></span> <span class="preprocessor">#define CONVERT_ROW_4(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \</span></div><div class="line"><a name="l00923"></a><span class="lineno"> 923</span> <span class="preprocessor"> CONVERT_ROW_3(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \</span></div><div class="line"><a name="l00924"></a><span class="lineno"> 924</span> <span class="preprocessor"> VEC_DATA_TYPE(DATA_TYPE, N) \</span></div><div class="line"><a name="l00925"></a><span class="lineno"> 925</span> <span class="preprocessor"> BASENAME_DST##3 = CONVERT(BASENAME_SRC##3, VEC_DATA_TYPE(DATA_TYPE, N));</span></div><div class="line"><a name="l00926"></a><span class="lineno"> 926</span> </div><div class="line"><a name="l00927"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a9497bbc5b37de40e645cb1f8a556257f"> 927</a></span> <span class="preprocessor">#define CONVERT_ROW_5(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \</span></div><div class="line"><a name="l00928"></a><span class="lineno"> 928</span> <span class="preprocessor"> CONVERT_ROW_4(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \</span></div><div class="line"><a name="l00929"></a><span class="lineno"> 929</span> <span class="preprocessor"> VEC_DATA_TYPE(DATA_TYPE, N) \</span></div><div class="line"><a name="l00930"></a><span class="lineno"> 930</span> <span class="preprocessor"> BASENAME_DST##4 = CONVERT(BASENAME_SRC##4, VEC_DATA_TYPE(DATA_TYPE, N));</span></div><div class="line"><a name="l00931"></a><span class="lineno"> 931</span> </div><div class="line"><a name="l00932"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a0b7d8a8bdbc874e6d0c455e51ab72907"> 932</a></span> <span class="preprocessor">#define CONVERT_ROW_6(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \</span></div><div class="line"><a name="l00933"></a><span class="lineno"> 933</span> <span class="preprocessor"> CONVERT_ROW_5(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \</span></div><div class="line"><a name="l00934"></a><span class="lineno"> 934</span> <span class="preprocessor"> VEC_DATA_TYPE(DATA_TYPE, N) \</span></div><div class="line"><a name="l00935"></a><span class="lineno"> 935</span> <span class="preprocessor"> BASENAME_DST##5 = CONVERT(BASENAME_SRC##5, VEC_DATA_TYPE(DATA_TYPE, N));</span></div><div class="line"><a name="l00936"></a><span class="lineno"> 936</span> </div><div class="line"><a name="l00937"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#ab90c95d1f3bfe0eabd7ce45a805b44fb"> 937</a></span> <span class="preprocessor">#define CONVERT_ROW_7(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \</span></div><div class="line"><a name="l00938"></a><span class="lineno"> 938</span> <span class="preprocessor"> CONVERT_ROW_6(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \</span></div><div class="line"><a name="l00939"></a><span class="lineno"> 939</span> <span class="preprocessor"> VEC_DATA_TYPE(DATA_TYPE, N) \</span></div><div class="line"><a name="l00940"></a><span class="lineno"> 940</span> <span class="preprocessor"> BASENAME_DST##6 = CONVERT(BASENAME_SRC##6, VEC_DATA_TYPE(DATA_TYPE, N));</span></div><div class="line"><a name="l00941"></a><span class="lineno"> 941</span> </div><div class="line"><a name="l00942"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a35e08afb8614a1e9a10857263bcd06d8"> 942</a></span> <span class="preprocessor">#define CONVERT_ROW_8(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \</span></div><div class="line"><a name="l00943"></a><span class="lineno"> 943</span> <span class="preprocessor"> CONVERT_ROW_7(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \</span></div><div class="line"><a name="l00944"></a><span class="lineno"> 944</span> <span class="preprocessor"> VEC_DATA_TYPE(DATA_TYPE, N) \</span></div><div class="line"><a name="l00945"></a><span class="lineno"> 945</span> <span class="preprocessor"> BASENAME_DST##7 = CONVERT(BASENAME_SRC##7, VEC_DATA_TYPE(DATA_TYPE, N));</span></div><div class="line"><a name="l00946"></a><span class="lineno"> 946</span> </div><div class="line"><a name="l00947"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a80a138db5c784550a94a6c37972ecce7"> 947</a></span> <span class="preprocessor">#define CONVERT_ROW_9(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \</span></div><div class="line"><a name="l00948"></a><span class="lineno"> 948</span> <span class="preprocessor"> CONVERT_ROW_8(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \</span></div><div class="line"><a name="l00949"></a><span class="lineno"> 949</span> <span class="preprocessor"> VEC_DATA_TYPE(DATA_TYPE, N) \</span></div><div class="line"><a name="l00950"></a><span class="lineno"> 950</span> <span class="preprocessor"> BASENAME_DST##8 = CONVERT(BASENAME_SRC##8, VEC_DATA_TYPE(DATA_TYPE, N));</span></div><div class="line"><a name="l00951"></a><span class="lineno"> 951</span> </div><div class="line"><a name="l00952"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a775b7bba11a540eb2e4800b2c272bfc8"> 952</a></span> <span class="preprocessor">#define CONVERT_ROW_10(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \</span></div><div class="line"><a name="l00953"></a><span class="lineno"> 953</span> <span class="preprocessor"> CONVERT_ROW_9(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \</span></div><div class="line"><a name="l00954"></a><span class="lineno"> 954</span> <span class="preprocessor"> VEC_DATA_TYPE(DATA_TYPE, N) \</span></div><div class="line"><a name="l00955"></a><span class="lineno"> 955</span> <span class="preprocessor"> BASENAME_DST##9 = CONVERT(BASENAME_SRC##9, VEC_DATA_TYPE(DATA_TYPE, N));</span></div><div class="line"><a name="l00956"></a><span class="lineno"> 956</span> </div><div class="line"><a name="l00957"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#aa03097c6e04006595626e6dcd8c3ee8b"> 957</a></span> <span class="preprocessor">#define CONVERT_ROW_11(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \</span></div><div class="line"><a name="l00958"></a><span class="lineno"> 958</span> <span class="preprocessor"> CONVERT_ROW_10(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \</span></div><div class="line"><a name="l00959"></a><span class="lineno"> 959</span> <span class="preprocessor"> VEC_DATA_TYPE(DATA_TYPE, N) \</span></div><div class="line"><a name="l00960"></a><span class="lineno"> 960</span> <span class="preprocessor"> BASENAME_DST##A = CONVERT(BASENAME_SRC##A, VEC_DATA_TYPE(DATA_TYPE, N));</span></div><div class="line"><a name="l00961"></a><span class="lineno"> 961</span> </div><div class="line"><a name="l00962"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#ae12dea2bc7b73854d8d053c4f1e601a6"> 962</a></span> <span class="preprocessor">#define CONVERT_ROW_12(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \</span></div><div class="line"><a name="l00963"></a><span class="lineno"> 963</span> <span class="preprocessor"> CONVERT_ROW_11(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \</span></div><div class="line"><a name="l00964"></a><span class="lineno"> 964</span> <span class="preprocessor"> VEC_DATA_TYPE(DATA_TYPE, N) \</span></div><div class="line"><a name="l00965"></a><span class="lineno"> 965</span> <span class="preprocessor"> BASENAME_DST##B = CONVERT(BASENAME_SRC##B, VEC_DATA_TYPE(DATA_TYPE, N));</span></div><div class="line"><a name="l00966"></a><span class="lineno"> 966</span> </div><div class="line"><a name="l00967"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a6e5d5df24f4637ab60a493d3aa802a54"> 967</a></span> <span class="preprocessor">#define CONVERT_ROW_13(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \</span></div><div class="line"><a name="l00968"></a><span class="lineno"> 968</span> <span class="preprocessor"> CONVERT_ROW_12(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \</span></div><div class="line"><a name="l00969"></a><span class="lineno"> 969</span> <span class="preprocessor"> VEC_DATA_TYPE(DATA_TYPE, N) \</span></div><div class="line"><a name="l00970"></a><span class="lineno"> 970</span> <span class="preprocessor"> BASENAME_DST##C = CONVERT(BASENAME_SRC##C, VEC_DATA_TYPE(DATA_TYPE, N));</span></div><div class="line"><a name="l00971"></a><span class="lineno"> 971</span> </div><div class="line"><a name="l00972"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#aac143b6f1d79d91786720018515d8ef9"> 972</a></span> <span class="preprocessor">#define CONVERT_ROW_14(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \</span></div><div class="line"><a name="l00973"></a><span class="lineno"> 973</span> <span class="preprocessor"> CONVERT_ROW_13(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \</span></div><div class="line"><a name="l00974"></a><span class="lineno"> 974</span> <span class="preprocessor"> VEC_DATA_TYPE(DATA_TYPE, N) \</span></div><div class="line"><a name="l00975"></a><span class="lineno"> 975</span> <span class="preprocessor"> BASENAME_DST##D = CONVERT(BASENAME_SRC##D, VEC_DATA_TYPE(DATA_TYPE, N));</span></div><div class="line"><a name="l00976"></a><span class="lineno"> 976</span> </div><div class="line"><a name="l00977"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a098672c5139f465656315c1c782507de"> 977</a></span> <span class="preprocessor">#define CONVERT_ROW_15(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \</span></div><div class="line"><a name="l00978"></a><span class="lineno"> 978</span> <span class="preprocessor"> CONVERT_ROW_14(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \</span></div><div class="line"><a name="l00979"></a><span class="lineno"> 979</span> <span class="preprocessor"> VEC_DATA_TYPE(DATA_TYPE, N) \</span></div><div class="line"><a name="l00980"></a><span class="lineno"> 980</span> <span class="preprocessor"> BASENAME_DST##E = CONVERT(BASENAME_SRC##E, VEC_DATA_TYPE(DATA_TYPE, N));</span></div><div class="line"><a name="l00981"></a><span class="lineno"> 981</span> </div><div class="line"><a name="l00982"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a380475ac2756686a550972759729a6b4"> 982</a></span> <span class="preprocessor">#define CONVERT_ROW_16(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \</span></div><div class="line"><a name="l00983"></a><span class="lineno"> 983</span> <span class="preprocessor"> CONVERT_ROW_15(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \</span></div><div class="line"><a name="l00984"></a><span class="lineno"> 984</span> <span class="preprocessor"> VEC_DATA_TYPE(DATA_TYPE, N) \</span></div><div class="line"><a name="l00985"></a><span class="lineno"> 985</span> <span class="preprocessor"> BASENAME_DST##F = CONVERT(BASENAME_SRC##F, VEC_DATA_TYPE(DATA_TYPE, N));</span></div><div class="line"><a name="l00986"></a><span class="lineno"> 986</span> <span class="comment">/** @} */</span> <span class="comment">// end of group CONVERT_ROW_n</span></div><div class="line"><a name="l00987"></a><span class="lineno"> 987</span> <span class="comment"></span></div><div class="line"><a name="l00988"></a><span class="lineno"> 988</span> <span class="comment">/** Apply convert_<data_type> to a block (BASENAME_SRC) and save to another block (BASENAME_DST)</span></div><div class="line"><a name="l00989"></a><span class="lineno"> 989</span> <span class="comment"> * @name CONVERT_BLOCK</span></div><div class="line"><a name="l00990"></a><span class="lineno"> 990</span> <span class="comment"> *</span></div><div class="line"><a name="l00991"></a><span class="lineno"> 991</span> <span class="comment"> * Supported cases N=1,2,3,...,16.</span></div><div class="line"><a name="l00992"></a><span class="lineno"> 992</span> <span class="comment"> *</span></div><div class="line"><a name="l00993"></a><span class="lineno"> 993</span> <span class="comment"> * @param[in] M The number of vectors to convert</span></div><div class="line"><a name="l00994"></a><span class="lineno"> 994</span> <span class="comment"> * @param[in] N The size of the vectors</span></div><div class="line"><a name="l00995"></a><span class="lineno"> 995</span> <span class="comment"> * @param[in] DATA_TYPE The data type of the vectors</span></div><div class="line"><a name="l00996"></a><span class="lineno"> 996</span> <span class="comment"> * @param[in] BASENAME_SRC The basename of the source variables</span></div><div class="line"><a name="l00997"></a><span class="lineno"> 997</span> <span class="comment"> * @param[in] BASENAME_DST The basename of the destination variables</span></div><div class="line"><a name="l00998"></a><span class="lineno"> 998</span> <span class="comment"> */</span></div><div class="line"><a name="l00999"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#a523b34f14eb0e08bbeb952e9cc17b253"> 999</a></span> <span class="preprocessor">#define CONVERT_BLOCK_STR(M, N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) CONVERT_ROW_##M(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST)</span></div><div class="line"><a name="l01000"></a><span class="lineno"><a class="line" href="gemm__helpers_8h.xhtml#ac129cf1abd938a824dd0bfdfc88b1270"> 1000</a></span> <span class="preprocessor">#define CONVERT_BLOCK(M, N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) CONVERT_BLOCK_STR(M, N, DATA_TYPE, BASENAME_SRC, BASENAME_DST)</span><span class="comment"></span></div><div class="line"><a name="l01001"></a><span class="lineno"> 1001</span> <span class="comment">/** @} */</span><span class="preprocessor"> // end of group CONVERT_BLOCK</span></div><div class="ttc" id="activation__float__helpers_8h_xhtml"><div class="ttname"><a href="activation__float__helpers_8h.xhtml">activation_float_helpers.h</a></div></div>
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