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gerrit-public.fairphone.software / platform / external / ComputeLibrary / 8a3da6f91f90c566b844d568f4ec43b946915af8 / . / documentation / direct__convolution1x1_8cl_source.xhtml
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Kaizenbf8b01d2017-10-12 14:26:51 +0100[diff] [blame]41 &#160;<span id="projectnumber">17.10</span>
Kaizen8938bd32017-09-28 14:38:23 +0100[diff] [blame]42 </div>
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113<div class="header">
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115<div class="title">direct_convolution1x1.cl</div> </div>
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117<div class="contents">
118<a href="direct__convolution1x1_8cl.xhtml">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span>&#160;<span class="comment">/*</span></div>
119<div class="line"><a name="l00002"></a><span class="lineno"> 2</span>&#160;<span class="comment"> * Copyright (c) 2016, 2017 ARM Limited.</span></div>
120<div class="line"><a name="l00003"></a><span class="lineno"> 3</span>&#160;<span class="comment"> *</span></div>
121<div class="line"><a name="l00004"></a><span class="lineno"> 4</span>&#160;<span class="comment"> * SPDX-License-Identifier: MIT</span></div>
122<div class="line"><a name="l00005"></a><span class="lineno"> 5</span>&#160;<span class="comment"> *</span></div>
123<div class="line"><a name="l00006"></a><span class="lineno"> 6</span>&#160;<span class="comment"> * Permission is hereby granted, free of charge, to any person obtaining a copy</span></div>
124<div class="line"><a name="l00007"></a><span class="lineno"> 7</span>&#160;<span class="comment"> * of this software and associated documentation files (the &quot;Software&quot;), to</span></div>
125<div class="line"><a name="l00008"></a><span class="lineno"> 8</span>&#160;<span class="comment"> * deal in the Software without restriction, including without limitation the</span></div>
126<div class="line"><a name="l00009"></a><span class="lineno"> 9</span>&#160;<span class="comment"> * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or</span></div>
127<div class="line"><a name="l00010"></a><span class="lineno"> 10</span>&#160;<span class="comment"> * sell copies of the Software, and to permit persons to whom the Software is</span></div>
128<div class="line"><a name="l00011"></a><span class="lineno"> 11</span>&#160;<span class="comment"> * furnished to do so, subject to the following conditions:</span></div>
129<div class="line"><a name="l00012"></a><span class="lineno"> 12</span>&#160;<span class="comment"> *</span></div>
130<div class="line"><a name="l00013"></a><span class="lineno"> 13</span>&#160;<span class="comment"> * The above copyright notice and this permission notice shall be included in all</span></div>
131<div class="line"><a name="l00014"></a><span class="lineno"> 14</span>&#160;<span class="comment"> * copies or substantial portions of the Software.</span></div>
132<div class="line"><a name="l00015"></a><span class="lineno"> 15</span>&#160;<span class="comment"> *</span></div>
133<div class="line"><a name="l00016"></a><span class="lineno"> 16</span>&#160;<span class="comment"> * THE SOFTWARE IS PROVIDED &quot;AS IS&quot;, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR</span></div>
134<div class="line"><a name="l00017"></a><span class="lineno"> 17</span>&#160;<span class="comment"> * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,</span></div>
135<div class="line"><a name="l00018"></a><span class="lineno"> 18</span>&#160;<span class="comment"> * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE</span></div>
136<div class="line"><a name="l00019"></a><span class="lineno"> 19</span>&#160;<span class="comment"> * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER</span></div>
137<div class="line"><a name="l00020"></a><span class="lineno"> 20</span>&#160;<span class="comment"> * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,</span></div>
138<div class="line"><a name="l00021"></a><span class="lineno"> 21</span>&#160;<span class="comment"> * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE</span></div>
139<div class="line"><a name="l00022"></a><span class="lineno"> 22</span>&#160;<span class="comment"> * SOFTWARE.</span></div>
140<div class="line"><a name="l00023"></a><span class="lineno"> 23</span>&#160;<span class="comment"> */</span></div>
141<div class="line"><a name="l00024"></a><span class="lineno"> 24</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="helpers_8h.xhtml">helpers.h</a>&quot;</span></div>
142<div class="line"><a name="l00025"></a><span class="lineno"> 25</span>&#160;</div>
143<div class="line"><a name="l00026"></a><span class="lineno"> 26</span>&#160;<span class="preprocessor">#if defined(FIXED_POINT_POSITION)</span></div>
144<div class="line"><a name="l00027"></a><span class="lineno"> 27</span>&#160;<span class="preprocessor"></span><span class="preprocessor">#include &quot;<a class="code" href="fixed__point_8h.xhtml">fixed_point.h</a>&quot;</span></div>
145<div class="line"><a name="l00028"></a><span class="lineno"> 28</span>&#160;</div>
146<div class="line"><a name="l00029"></a><span class="lineno"> 29</span>&#160;<span class="preprocessor">#define ADD_OP(a, b) ADD_SAT_OP_EXPAND((a), (b), DATA_TYPE_PROMOTED, 8)</span></div>
147<div class="line"><a name="l00030"></a><span class="lineno"> 30</span>&#160;<span class="preprocessor"></span><span class="preprocessor">#define MUL_OP(a, b) MUL_SAT_OP_EXPAND(CONVERT((a), VEC_DATA_TYPE(DATA_TYPE_PROMOTED, 8)), CONVERT((b), VEC_DATA_TYPE(DATA_TYPE_PROMOTED, 8)), DATA_TYPE_PROMOTED, 8, FIXED_POINT_POSITION)</span></div>
148<div class="line"><a name="l00031"></a><span class="lineno"> 31</span>&#160;<span class="preprocessor"></span></div>
149<div class="line"><a name="l00032"></a><span class="lineno"> 32</span>&#160;<span class="comment">// There is no need to have a larger intermediate type for qs32 because all the arguments are already promoted</span></div>
150<div class="line"><a name="l00033"></a><span class="lineno"> 33</span>&#160;<a class="code" href="fixed__point_8h.xhtml#a329eb419d445e448ec885a2f69a1fb0f">MULQ_SAT_IMPL</a>(<a class="code" href="fixed__point_8h.xhtml#af8a54f984958bddf4f24cd95867a82f5">qs32x8</a>, <a class="code" href="fixed__point_8h.xhtml#af8a54f984958bddf4f24cd95867a82f5">qs32x8</a>)</div>
151<div class="line"><a name="l00034"></a><span class="lineno"> 34</span>&#160;</div>
152<div class="line"><a name="l00035"></a><span class="lineno"> 35</span>&#160;<span class="preprocessor">#else </span><span class="comment">/* FIXED_POINT_POSITION */</span><span class="preprocessor"></span></div>
153<div class="line"><a name="l00036"></a><span class="lineno"> 36</span>&#160;<span class="preprocessor"></span><span class="preprocessor">#undef CONVERT_SAT</span></div>
154<div class="line"><a name="l00037"></a><span class="lineno"> 37</span>&#160;<span class="preprocessor"></span></div>
155<div class="line"><a name="l00038"></a><span class="lineno"><a class="line" href="direct__convolution1x1_8cl.xhtml#aebbeb1f22eca3a3f4c3e019e8f419f39"> 38</a></span>&#160;<span class="preprocessor">#define ADD_OP(a, b) ((a) + (b))</span></div>
156<div class="line"><a name="l00039"></a><span class="lineno"><a class="line" href="direct__convolution1x1_8cl.xhtml#ad3cc858846806e6b1d3694b9d0a2e6da"> 39</a></span>&#160;<span class="preprocessor"></span><span class="preprocessor">#define MUL_OP(a, b) ((a) * (b))</span></div>
157<div class="line"><a name="l00040"></a><span class="lineno"><a class="line" href="direct__convolution1x1_8cl.xhtml#a1f15728672380ade7a238f5e783d54d2"> 40</a></span>&#160;<span class="preprocessor"></span><span class="preprocessor">#define CONVERT_SAT(a, b) ((a))</span></div>
158<div class="line"><a name="l00041"></a><span class="lineno"> 41</span>&#160;<span class="preprocessor"></span></div>
159<div class="line"><a name="l00042"></a><span class="lineno"> 42</span>&#160;<span class="preprocessor">#endif </span><span class="comment">/* FIXED_POINT_POSITION */</span><span class="preprocessor"></span></div>
160<div class="line"><a name="l00043"></a><span class="lineno"> 43</span>&#160;<span class="preprocessor"></span></div>
161<div class="line"><a name="l00044"></a><span class="lineno"> 44</span>&#160;<span class="preprocessor">#if defined(DATA_TYPE) &amp;&amp; defined(DATA_SIZE) &amp;&amp; defined(STRIDE_X) &amp;&amp; defined(WEIGHTS_DEPTH)</span></div>
162<div class="line"><a name="l00045"></a><span class="lineno"> 45</span>&#160;<span class="preprocessor"></span></div>
163<div class="line"><a name="l00046"></a><span class="lineno"> 46</span>&#160;<span class="preprocessor">#if STRIDE_X == 3</span></div>
164<div class="line"><a name="l00047"></a><span class="lineno"> 47</span>&#160;<span class="preprocessor"></span><span class="preprocessor">#define INPUT_PIXEL_STR(data_size) extract_input_stride3_##data_size</span></div>
165<div class="line"><a name="l00048"></a><span class="lineno"> 48</span>&#160;<span class="preprocessor"></span><span class="preprocessor">#define INPUT_PIXEL(data_size) INPUT_PIXEL_STR(data_size)</span></div>
166<div class="line"><a name="l00049"></a><span class="lineno"> 49</span>&#160;<span class="preprocessor"></span><span class="preprocessor">#elif STRIDE_X == 2</span></div>
167<div class="line"><a name="l00050"></a><span class="lineno"> 50</span>&#160;<span class="preprocessor"></span><span class="preprocessor">#define INPUT_PIXEL(data_size) extract_input_stride2</span></div>
168<div class="line"><a name="l00051"></a><span class="lineno"> 51</span>&#160;<span class="preprocessor"></span><span class="preprocessor">#elif STRIDE_X == 1</span></div>
169<div class="line"><a name="l00052"></a><span class="lineno"> 52</span>&#160;<span class="preprocessor"></span><span class="preprocessor">#define INPUT_PIXEL(data_size) extract_input_stride1</span></div>
170<div class="line"><a name="l00053"></a><span class="lineno"> 53</span>&#160;<span class="preprocessor"></span><span class="preprocessor">#else </span><span class="comment">/* STRIDE_X not equals 1, 2 or 3 */</span><span class="preprocessor"></span></div>
171<div class="line"><a name="l00054"></a><span class="lineno"> 54</span>&#160;<span class="preprocessor"></span><span class="preprocessor">#error &quot;Only support strides 1, 2 and 3&quot;</span></div>
172<div class="line"><a name="l00055"></a><span class="lineno"> 55</span>&#160;<span class="preprocessor"></span><span class="preprocessor">#endif </span><span class="comment">/* STRIDE_X == 3 */</span><span class="preprocessor"></span></div>
173<div class="line"><a name="l00056"></a><span class="lineno"> 56</span>&#160;<span class="preprocessor"></span></div>
174<div class="line"><a name="l00063"></a><span class="lineno"> 63</span>&#160;<span class="keyword">inline</span> <a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, 8) extract_input_stride1(__global const <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *input_pixel)</div>
175<div class="line"><a name="l00064"></a><span class="lineno"> 64</span>&#160;{</div>
176<div class="line"><a name="l00065"></a><span class="lineno"> 65</span>&#160; <span class="keywordflow">return</span> vload8(0, input_pixel);</div>
177<div class="line"><a name="l00066"></a><span class="lineno"> 66</span>&#160;}</div>
178<div class="line"><a name="l00067"></a><span class="lineno"> 67</span>&#160;</div>
179<div class="line"><a name="l00074"></a><span class="lineno"> 74</span>&#160;<span class="keyword">inline</span> <a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, 8) extract_input_stride2(__global const <a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a> *input_pixel)</div>
180<div class="line"><a name="l00075"></a><span class="lineno"> 75</span>&#160;{</div>
181<div class="line"><a name="l00076"></a><span class="lineno"> 76</span>&#160; <a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, 16)</div>
182<div class="line"><a name="l00077"></a><span class="lineno"> 77</span>&#160; temp = vload16(0, input_pixel);</div>
183<div class="line"><a name="l00078"></a><span class="lineno"> 78</span>&#160; return temp.s02468ace;</div>
184<div class="line"><a name="l00079"></a><span class="lineno"> 79</span>&#160;}</div>
185<div class="line"><a name="l00080"></a><span class="lineno"> 80</span>&#160;</div>
186<div class="line"><a name="l00087"></a><span class="lineno"> 87</span>&#160;inline <a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(<a class="code" href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a>, 8) extract_input_stride3_32(__global const DATA_TYPE *input_pixel)</div>
187<div class="line"><a name="l00088"></a><span class="lineno"> 88</span>&#160;{</div>
188<div class="line"><a name="l00089"></a><span class="lineno"> 89</span>&#160; <a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE, 4)</div>
189<div class="line"><a name="l00090"></a><span class="lineno"> 90</span>&#160; temp1 = vload4(0, input_pixel);</div>
190<div class="line"><a name="l00091"></a><span class="lineno"> 91</span>&#160; <a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE, 4)</div>
191<div class="line"><a name="l00092"></a><span class="lineno"> 92</span>&#160; temp2 = vload4(0, input_pixel + 6);</div>
192<div class="line"><a name="l00093"></a><span class="lineno"> 93</span>&#160; <a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE, 4)</div>
193<div class="line"><a name="l00094"></a><span class="lineno"> 94</span>&#160; temp3 = vload4(0, input_pixel + 12);</div>
194<div class="line"><a name="l00095"></a><span class="lineno"> 95</span>&#160; <a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE, 4)</div>
195<div class="line"><a name="l00096"></a><span class="lineno"> 96</span>&#160; temp4 = vload4(0, input_pixel + 18);</div>
196<div class="line"><a name="l00097"></a><span class="lineno"> 97</span>&#160; return (<a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE, 8))(temp1.s03, temp2.s03, temp3.s03, temp4.s03);</div>
197<div class="line"><a name="l00098"></a><span class="lineno"> 98</span>&#160;}</div>
198<div class="line"><a name="l00099"></a><span class="lineno"> 99</span>&#160;</div>
199<div class="line"><a name="l00106"></a><span class="lineno"> 106</span>&#160;inline <a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE, 8) extract_input_stride3_16(__global const DATA_TYPE *input_pixel)</div>
200<div class="line"><a name="l00107"></a><span class="lineno"> 107</span>&#160;{</div>
201<div class="line"><a name="l00108"></a><span class="lineno"> 108</span>&#160; <a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE, 8)</div>
202<div class="line"><a name="l00109"></a><span class="lineno"> 109</span>&#160; temp1 = vload8(0, input_pixel);</div>
203<div class="line"><a name="l00110"></a><span class="lineno"> 110</span>&#160; <a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE, 8)</div>
204<div class="line"><a name="l00111"></a><span class="lineno"> 111</span>&#160; temp2 = vload8(0, input_pixel + 8);</div>
205<div class="line"><a name="l00112"></a><span class="lineno"> 112</span>&#160; <a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE, 8)</div>
206<div class="line"><a name="l00113"></a><span class="lineno"> 113</span>&#160; temp3 = vload8(0, input_pixel + 16);</div>
207<div class="line"><a name="l00114"></a><span class="lineno"> 114</span>&#160; return (<a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE, 8))(temp1.s036, temp2.s147, temp3.s25);</div>
208<div class="line"><a name="l00115"></a><span class="lineno"> 115</span>&#160;}</div>
209<div class="line"><a name="l00116"></a><span class="lineno"> 116</span>&#160;</div>
210<div class="line"><a name="l00123"></a><span class="lineno"> 123</span>&#160;inline <a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE, 8) extract_input_stride3_8(__global const DATA_TYPE *input_pixel)</div>
211<div class="line"><a name="l00124"></a><span class="lineno"> 124</span>&#160;{</div>
212<div class="line"><a name="l00125"></a><span class="lineno"> 125</span>&#160; <a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE, 16)</div>
213<div class="line"><a name="l00126"></a><span class="lineno"> 126</span>&#160; temp1 = vload16(0, input_pixel);</div>
214<div class="line"><a name="l00127"></a><span class="lineno"> 127</span>&#160; <a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE, 16)</div>
215<div class="line"><a name="l00128"></a><span class="lineno"> 128</span>&#160; temp2 = vload16(0, input_pixel + 12);</div>
216<div class="line"><a name="l00129"></a><span class="lineno"> 129</span>&#160; return (<a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE, 8))(temp1.s0369, temp2.s0369);</div>
217<div class="line"><a name="l00130"></a><span class="lineno"> 130</span>&#160;}</div>
218<div class="line"><a name="l00131"></a><span class="lineno"> 131</span>&#160;</div>
219<div class="line"><a name="l00170"></a><span class="lineno"> 170</span>&#160;__kernel <span class="keywordtype">void</span> direct_convolution1x1(</div>
220<div class="line"><a name="l00171"></a><span class="lineno"> 171</span>&#160; <a class="code" href="helpers_8h.xhtml#a6b83038822d1ae7ab619b684ed3b7fc0">TENSOR3D_DECLARATION</a>(src),</div>
221<div class="line"><a name="l00172"></a><span class="lineno"> 172</span>&#160; <a class="code" href="helpers_8h.xhtml#a6b83038822d1ae7ab619b684ed3b7fc0">TENSOR3D_DECLARATION</a>(dst),</div>
222<div class="line"><a name="l00173"></a><span class="lineno"> 173</span>&#160; <a class="code" href="helpers_8h.xhtml#a6b83038822d1ae7ab619b684ed3b7fc0">TENSOR3D_DECLARATION</a>(weights),</div>
223<div class="line"><a name="l00174"></a><span class="lineno"> 174</span>&#160;<span class="preprocessor">#ifdef HAS_BIAS</span></div>
224<div class="line"><a name="l00175"></a><span class="lineno"> 175</span>&#160;<span class="preprocessor"></span> <a class="code" href="helpers_8h.xhtml#a40a6eb9f2a7712f08d6bb8ff6c9e6ca7">VECTOR_DECLARATION</a>(biases),</div>
225<div class="line"><a name="l00176"></a><span class="lineno"> 176</span>&#160;<span class="preprocessor">#endif </span><span class="comment">/* defined(HAS_BIAS) */</span><span class="preprocessor"></span></div>
226<div class="line"><a name="l00177"></a><span class="lineno"> 177</span>&#160;<span class="preprocessor"></span> <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> weights_stride_w)</div>
227<div class="line"><a name="l00178"></a><span class="lineno"> 178</span>&#160;{</div>
228<div class="line"><a name="l00179"></a><span class="lineno"> 179</span>&#160; <a class="code" href="struct_image.xhtml">Image</a> src = <a class="code" href="helpers_8h.xhtml#aebe814363556c244be043b13e7969197">CONVERT_TO_IMAGE_STRUCT</a>(src);</div>
229<div class="line"><a name="l00180"></a><span class="lineno"> 180</span>&#160; <a class="code" href="struct_tensor3_d.xhtml">Tensor3D</a> weights = <a class="code" href="helpers_8h.xhtml#a79e8e562daa6599317d2d1cd86ef1bf2">CONVERT_TO_TENSOR3D_STRUCT_NO_STEP</a>(weights);</div>
230<div class="line"><a name="l00181"></a><span class="lineno"> 181</span>&#160; <a class="code" href="struct_tensor3_d.xhtml">Tensor3D</a> dst = <a class="code" href="helpers_8h.xhtml#a31c8c760f08fb1a331b16b7c204321dc">CONVERT_TO_TENSOR3D_STRUCT</a>(dst);</div>
231<div class="line"><a name="l00182"></a><span class="lineno"> 182</span>&#160;</div>
232<div class="line"><a name="l00183"></a><span class="lineno"> 183</span>&#160;<span class="preprocessor">#ifdef HAS_BIAS</span></div>
233<div class="line"><a name="l00184"></a><span class="lineno"> 184</span>&#160;<span class="preprocessor"></span> <a class="code" href="struct_vector.xhtml">Vector</a> biases = <a class="code" href="helpers_8h.xhtml#a64d779f80eeb923e0ab2313433f7b40b">CONVERT_TO_VECTOR_STRUCT_NO_STEP</a>(biases);</div>
234<div class="line"><a name="l00185"></a><span class="lineno"> 185</span>&#160;<span class="preprocessor">#endif </span><span class="comment">/* defined(HAS_BIAS) */</span><span class="preprocessor"></span></div>
235<div class="line"><a name="l00186"></a><span class="lineno"> 186</span>&#160;<span class="preprocessor"></span></div>
236<div class="line"><a name="l00187"></a><span class="lineno"> 187</span>&#160; <a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE_PROMOTED, 8)</div>
237<div class="line"><a name="l00188"></a><span class="lineno"> 188</span>&#160; pixels = 0;</div>
238<div class="line"><a name="l00189"></a><span class="lineno"> 189</span>&#160;</div>
239<div class="line"><a name="l00190"></a><span class="lineno"> 190</span>&#160; const uint z_index = get_global_id(2);</div>
240<div class="line"><a name="l00191"></a><span class="lineno"> 191</span>&#160;</div>
241<div class="line"><a name="l00192"></a><span class="lineno"> 192</span>&#160; weights.ptr += z_index * weights_stride_w;</div>
242<div class="line"><a name="l00193"></a><span class="lineno"> 193</span>&#160;</div>
Kaizenbf8b01d2017-10-12 14:26:51 +0100[diff] [blame]243<div class="line"><a name="l00194"></a><span class="lineno"> 194</span>&#160; for(volatile <span class="keywordtype">int</span> d = 0; d &lt; WEIGHTS_DEPTH; ++d)</div>
Kaizen8938bd32017-09-28 14:38:23 +0100[diff] [blame]244<div class="line"><a name="l00195"></a><span class="lineno"> 195</span>&#160; {</div>
245<div class="line"><a name="l00196"></a><span class="lineno"> 196</span>&#160; DATA_TYPE weight = *(__global DATA_TYPE *)weights.<a class="code" href="struct_tensor3_d.xhtml#acf52c23cbd7424606c10a606524e3e32">ptr</a>;</div>
246<div class="line"><a name="l00197"></a><span class="lineno"> 197</span>&#160; <a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE, 8)</div>
247<div class="line"><a name="l00198"></a><span class="lineno"> 198</span>&#160; input_pixel = INPUT_PIXEL(DATA_SIZE)((__global DATA_TYPE *)src.<a class="code" href="struct_image.xhtml#acf52c23cbd7424606c10a606524e3e32">ptr</a>);</div>
248<div class="line"><a name="l00199"></a><span class="lineno"> 199</span>&#160; pixels = <a class="code" href="direct__convolution1x1_8cl.xhtml#aebbeb1f22eca3a3f4c3e019e8f419f39">ADD_OP</a>(pixels, <a class="code" href="direct__convolution1x1_8cl.xhtml#ad3cc858846806e6b1d3694b9d0a2e6da">MUL_OP</a>((<a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE, 8))weight, input_pixel));</div>
249<div class="line"><a name="l00200"></a><span class="lineno"> 200</span>&#160; src.<a class="code" href="struct_image.xhtml#acf52c23cbd7424606c10a606524e3e32">ptr</a> += src_stride_z;</div>
250<div class="line"><a name="l00201"></a><span class="lineno"> 201</span>&#160; weights.<a class="code" href="struct_tensor3_d.xhtml#acf52c23cbd7424606c10a606524e3e32">ptr</a> += weights_stride_z;</div>
251<div class="line"><a name="l00202"></a><span class="lineno"> 202</span>&#160; }</div>
252<div class="line"><a name="l00203"></a><span class="lineno"> 203</span>&#160;</div>
253<div class="line"><a name="l00204"></a><span class="lineno"> 204</span>&#160;<span class="preprocessor">#ifdef HAS_BIAS</span></div>
254<div class="line"><a name="l00205"></a><span class="lineno"> 205</span>&#160;<span class="preprocessor"></span> pixels = <a class="code" href="direct__convolution1x1_8cl.xhtml#aebbeb1f22eca3a3f4c3e019e8f419f39">ADD_OP</a>(pixels, (<a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE_PROMOTED, 8)) * ((__global DATA_TYPE *)(<a class="code" href="helpers_8h.xhtml#a7e4940407322d6f0ccb8b6b86b856019">vector_offset</a>(&amp;biases, z_index))));</div>
255<div class="line"><a name="l00206"></a><span class="lineno"> 206</span>&#160;<span class="preprocessor">#endif </span><span class="comment">/* defined(HAS_BIAS) */</span><span class="preprocessor"></span></div>
256<div class="line"><a name="l00207"></a><span class="lineno"> 207</span>&#160;<span class="preprocessor"></span></div>
257<div class="line"><a name="l00208"></a><span class="lineno"> 208</span>&#160; vstore8(<a class="code" href="direct__convolution1x1_8cl.xhtml#a1f15728672380ade7a238f5e783d54d2">CONVERT_SAT</a>(pixels, <a class="code" href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a>(DATA_TYPE, 8)), 0, (__global DATA_TYPE *)dst.<a class="code" href="struct_tensor3_d.xhtml#acf52c23cbd7424606c10a606524e3e32">ptr</a>);</div>
258<div class="line"><a name="l00209"></a><span class="lineno"> 209</span>&#160;}</div>
259<div class="line"><a name="l00210"></a><span class="lineno"> 210</span>&#160;<span class="preprocessor">#endif // defined(DATA_TYPE) &amp;&amp; defined(DATA_SIZE) &amp;&amp; defined(STRIDE_X) &amp;&amp; defined(WEIGHTS_DEPTH)</span></div>
260<div class="line"><a name="l00211"></a><span class="lineno"> 211</span>&#160;<span class="preprocessor"></span></div>
261<div class="line"><a name="l00212"></a><span class="lineno"> 212</span>&#160;<span class="preprocessor">#if defined(WEIGHTS_DEPTH)</span></div>
262<div class="line"><a name="l00213"></a><span class="lineno"> 213</span>&#160;<span class="preprocessor"></span></div>
263<div class="line"><a name="l00214"></a><span class="lineno"> 214</span>&#160;<span class="preprocessor">#define CONVOLUTION1x1_BIFROST(acc, src, weight_value) \</span></div>
264<div class="line"><a name="l00215"></a><span class="lineno"> 215</span>&#160;<span class="preprocessor"> ({ \</span></div>
265<div class="line"><a name="l00216"></a><span class="lineno"> 216</span>&#160;<span class="preprocessor"> acc.s0 = mad(src.s0, weight_value, acc.s0); \</span></div>
266<div class="line"><a name="l00217"></a><span class="lineno"> 217</span>&#160;<span class="preprocessor"> acc.s1 = mad(src.s1, weight_value, acc.s1); \</span></div>
267<div class="line"><a name="l00218"></a><span class="lineno"> 218</span>&#160;<span class="preprocessor"> acc.s2 = mad(src.s2, weight_value, acc.s2); \</span></div>
268<div class="line"><a name="l00219"></a><span class="lineno"> 219</span>&#160;<span class="preprocessor"> acc.s3 = mad(src.s3, weight_value, acc.s3); \</span></div>
269<div class="line"><a name="l00220"></a><span class="lineno"> 220</span>&#160;<span class="preprocessor"> })</span></div>
270<div class="line"><a name="l00221"></a><span class="lineno"> 221</span>&#160;<span class="preprocessor"></span></div>
271<div class="line"><a name="l00258"></a><span class="lineno"> 258</span>&#160;__kernel <span class="keywordtype">void</span> direct_convolution1x1_f32_bifrost(</div>
272<div class="line"><a name="l00259"></a><span class="lineno"> 259</span>&#160; <a class="code" href="helpers_8h.xhtml#a6b83038822d1ae7ab619b684ed3b7fc0">TENSOR3D_DECLARATION</a>(src),</div>
273<div class="line"><a name="l00260"></a><span class="lineno"> 260</span>&#160; <a class="code" href="helpers_8h.xhtml#a6b83038822d1ae7ab619b684ed3b7fc0">TENSOR3D_DECLARATION</a>(dst),</div>
274<div class="line"><a name="l00261"></a><span class="lineno"> 261</span>&#160; <a class="code" href="helpers_8h.xhtml#a6b83038822d1ae7ab619b684ed3b7fc0">TENSOR3D_DECLARATION</a>(weights),</div>
275<div class="line"><a name="l00262"></a><span class="lineno"> 262</span>&#160;#ifdef HAS_BIAS</div>
276<div class="line"><a name="l00263"></a><span class="lineno"> 263</span>&#160; <a class="code" href="helpers_8h.xhtml#a40a6eb9f2a7712f08d6bb8ff6c9e6ca7">VECTOR_DECLARATION</a>(biases),</div>
277<div class="line"><a name="l00264"></a><span class="lineno"> 264</span>&#160;#endif <span class="comment">/* defined(HAS_BIAS) */</span></div>
278<div class="line"><a name="l00265"></a><span class="lineno"> 265</span>&#160; <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> weights_stride_w)</div>
279<div class="line"><a name="l00266"></a><span class="lineno"> 266</span>&#160;{</div>
280<div class="line"><a name="l00267"></a><span class="lineno"> 267</span>&#160; <span class="comment">// Get the kernel index</span></div>
281<div class="line"><a name="l00268"></a><span class="lineno"> 268</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> kernel_index = get_global_id(2);</div>
282<div class="line"><a name="l00269"></a><span class="lineno"> 269</span>&#160;</div>
283<div class="line"><a name="l00270"></a><span class="lineno"> 270</span>&#160; <a class="code" href="struct_image.xhtml">Image</a> src = <a class="code" href="helpers_8h.xhtml#aebe814363556c244be043b13e7969197">CONVERT_TO_IMAGE_STRUCT</a>(src);</div>
284<div class="line"><a name="l00271"></a><span class="lineno"> 271</span>&#160; <a class="code" href="struct_tensor3_d.xhtml">Tensor3D</a> dst = <a class="code" href="helpers_8h.xhtml#a31c8c760f08fb1a331b16b7c204321dc">CONVERT_TO_TENSOR3D_STRUCT</a>(dst);</div>
285<div class="line"><a name="l00272"></a><span class="lineno"> 272</span>&#160;</div>
286<div class="line"><a name="l00273"></a><span class="lineno"> 273</span>&#160; float4 acc0 = 0.0f;</div>
287<div class="line"><a name="l00274"></a><span class="lineno"> 274</span>&#160; float4 acc1 = 0.0f;</div>
288<div class="line"><a name="l00275"></a><span class="lineno"> 275</span>&#160; float4 acc2 = 0.0f;</div>
289<div class="line"><a name="l00276"></a><span class="lineno"> 276</span>&#160; float4 acc3 = 0.0f;</div>
290<div class="line"><a name="l00277"></a><span class="lineno"> 277</span>&#160;</div>
291<div class="line"><a name="l00278"></a><span class="lineno"> 278</span>&#160; __global uchar *weights_addr = (__global uchar *)(weights_ptr + weights_offset_first_element_in_bytes + kernel_index * weights_stride_w);</div>
292<div class="line"><a name="l00279"></a><span class="lineno"> 279</span>&#160; __global uchar *src_addr = (__global uchar *)<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&amp;src, 0, 0);</div>
293<div class="line"><a name="l00280"></a><span class="lineno"> 280</span>&#160;</div>
294<div class="line"><a name="l00281"></a><span class="lineno"> 281</span>&#160; <span class="keywordflow">for</span>(ushort d = 0; d &lt; (ushort)WEIGHTS_DEPTH; ++d)</div>
295<div class="line"><a name="l00282"></a><span class="lineno"> 282</span>&#160; {</div>
296<div class="line"><a name="l00283"></a><span class="lineno"> 283</span>&#160; <span class="comment">// Load the weights</span></div>
297<div class="line"><a name="l00284"></a><span class="lineno"> 284</span>&#160; <span class="keywordtype">float</span> weight = *((__global <span class="keywordtype">float</span> *)weights_addr);</div>
298<div class="line"><a name="l00285"></a><span class="lineno"> 285</span>&#160;</div>
299<div class="line"><a name="l00286"></a><span class="lineno"> 286</span>&#160; <span class="comment">// Load values from row0 of input tensor</span></div>
300<div class="line"><a name="l00287"></a><span class="lineno"> 287</span>&#160; float4 src0 = vload4(0, (__global <span class="keywordtype">float</span> *)(src_addr + 0 * src_stride_y));</div>
301<div class="line"><a name="l00288"></a><span class="lineno"> 288</span>&#160; float4 src1 = vload4(0, (__global <span class="keywordtype">float</span> *)(src_addr + 1 * src_stride_y));</div>
302<div class="line"><a name="l00289"></a><span class="lineno"> 289</span>&#160; float4 src2 = vload4(0, (__global <span class="keywordtype">float</span> *)(src_addr + 2 * src_stride_y));</div>
303<div class="line"><a name="l00290"></a><span class="lineno"> 290</span>&#160; float4 src3 = vload4(0, (__global <span class="keywordtype">float</span> *)(src_addr + 3 * src_stride_y));</div>
304<div class="line"><a name="l00291"></a><span class="lineno"> 291</span>&#160;</div>
305<div class="line"><a name="l00292"></a><span class="lineno"> 292</span>&#160; CONVOLUTION1x1_BIFROST(acc0, src0, weight);</div>
306<div class="line"><a name="l00293"></a><span class="lineno"> 293</span>&#160; CONVOLUTION1x1_BIFROST(acc1, src1, weight);</div>
307<div class="line"><a name="l00294"></a><span class="lineno"> 294</span>&#160; CONVOLUTION1x1_BIFROST(acc2, src2, weight);</div>
308<div class="line"><a name="l00295"></a><span class="lineno"> 295</span>&#160; CONVOLUTION1x1_BIFROST(acc3, src3, weight);</div>
309<div class="line"><a name="l00296"></a><span class="lineno"> 296</span>&#160;</div>
310<div class="line"><a name="l00297"></a><span class="lineno"> 297</span>&#160; src_addr += src_stride_z;</div>
311<div class="line"><a name="l00298"></a><span class="lineno"> 298</span>&#160; weights_addr += weights_stride_z;</div>
312<div class="line"><a name="l00299"></a><span class="lineno"> 299</span>&#160; }</div>
313<div class="line"><a name="l00300"></a><span class="lineno"> 300</span>&#160;</div>
314<div class="line"><a name="l00301"></a><span class="lineno"> 301</span>&#160;<span class="preprocessor">#ifdef HAS_BIAS</span></div>
315<div class="line"><a name="l00302"></a><span class="lineno"> 302</span>&#160;<span class="preprocessor"></span> <a class="code" href="struct_vector.xhtml">Vector</a> biases = <a class="code" href="helpers_8h.xhtml#a64d779f80eeb923e0ab2313433f7b40b">CONVERT_TO_VECTOR_STRUCT_NO_STEP</a>(biases);</div>
316<div class="line"><a name="l00303"></a><span class="lineno"> 303</span>&#160;</div>
317<div class="line"><a name="l00304"></a><span class="lineno"> 304</span>&#160; <span class="keywordtype">float</span> bias = (float) * ((__global <span class="keywordtype">float</span> *)(<a class="code" href="helpers_8h.xhtml#a7e4940407322d6f0ccb8b6b86b856019">vector_offset</a>(&amp;biases, kernel_index)));</div>
318<div class="line"><a name="l00305"></a><span class="lineno"> 305</span>&#160;</div>
319<div class="line"><a name="l00306"></a><span class="lineno"> 306</span>&#160; acc0.s0 += bias;</div>
320<div class="line"><a name="l00307"></a><span class="lineno"> 307</span>&#160; acc0.s1 += bias;</div>
321<div class="line"><a name="l00308"></a><span class="lineno"> 308</span>&#160; acc0.s2 += bias;</div>
322<div class="line"><a name="l00309"></a><span class="lineno"> 309</span>&#160; acc0.s3 += bias;</div>
323<div class="line"><a name="l00310"></a><span class="lineno"> 310</span>&#160; acc1.s0 += bias;</div>
324<div class="line"><a name="l00311"></a><span class="lineno"> 311</span>&#160; acc1.s1 += bias;</div>
325<div class="line"><a name="l00312"></a><span class="lineno"> 312</span>&#160; acc1.s2 += bias;</div>
326<div class="line"><a name="l00313"></a><span class="lineno"> 313</span>&#160; acc1.s3 += bias;</div>
327<div class="line"><a name="l00314"></a><span class="lineno"> 314</span>&#160; acc2.s0 += bias;</div>
328<div class="line"><a name="l00315"></a><span class="lineno"> 315</span>&#160; acc2.s1 += bias;</div>
329<div class="line"><a name="l00316"></a><span class="lineno"> 316</span>&#160; acc2.s2 += bias;</div>
330<div class="line"><a name="l00317"></a><span class="lineno"> 317</span>&#160; acc2.s3 += bias;</div>
331<div class="line"><a name="l00318"></a><span class="lineno"> 318</span>&#160; acc3.s0 += bias;</div>
332<div class="line"><a name="l00319"></a><span class="lineno"> 319</span>&#160; acc3.s1 += bias;</div>
333<div class="line"><a name="l00320"></a><span class="lineno"> 320</span>&#160; acc3.s2 += bias;</div>
334<div class="line"><a name="l00321"></a><span class="lineno"> 321</span>&#160; acc3.s3 += bias;</div>
335<div class="line"><a name="l00322"></a><span class="lineno"> 322</span>&#160;<span class="preprocessor">#endif </span><span class="comment">/* defined(HAS_BIAS) */</span><span class="preprocessor"></span></div>
336<div class="line"><a name="l00323"></a><span class="lineno"> 323</span>&#160;<span class="preprocessor"></span></div>
337<div class="line"><a name="l00324"></a><span class="lineno"> 324</span>&#160; vstore4(acc0, 0, (__global <span class="keywordtype">float</span> *)(dst.<a class="code" href="struct_tensor3_d.xhtml#acf52c23cbd7424606c10a606524e3e32">ptr</a> + 0 * dst_stride_y));</div>
338<div class="line"><a name="l00325"></a><span class="lineno"> 325</span>&#160; vstore4(acc1, 0, (__global <span class="keywordtype">float</span> *)(dst.<a class="code" href="struct_tensor3_d.xhtml#acf52c23cbd7424606c10a606524e3e32">ptr</a> + 1 * dst_stride_y));</div>
339<div class="line"><a name="l00326"></a><span class="lineno"> 326</span>&#160; vstore4(acc2, 0, (__global <span class="keywordtype">float</span> *)(dst.<a class="code" href="struct_tensor3_d.xhtml#acf52c23cbd7424606c10a606524e3e32">ptr</a> + 2 * dst_stride_y));</div>
340<div class="line"><a name="l00327"></a><span class="lineno"> 327</span>&#160; vstore4(acc3, 0, (__global <span class="keywordtype">float</span> *)(dst.<a class="code" href="struct_tensor3_d.xhtml#acf52c23cbd7424606c10a606524e3e32">ptr</a> + 3 * dst_stride_y));</div>
341<div class="line"><a name="l00328"></a><span class="lineno"> 328</span>&#160;}</div>
342<div class="line"><a name="l00329"></a><span class="lineno"> 329</span>&#160;<span class="preprocessor">#endif // defined(WEIGHTS_DEPTH)</span></div>
Kaizenbf8b01d2017-10-12 14:26:51 +0100[diff] [blame]343<div class="ttc" id="struct_vector_xhtml"><div class="ttname"><a href="struct_vector.xhtml">Vector</a></div><div class="ttdoc">Structure to hold Vector information. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00126">helpers.h:126</a></div></div>
344<div class="ttc" id="helpers_8h_xhtml_a31c8c760f08fb1a331b16b7c204321dc"><div class="ttname"><a href="helpers_8h.xhtml#a31c8c760f08fb1a331b16b7c204321dc">CONVERT_TO_TENSOR3D_STRUCT</a></div><div class="ttdeci">#define CONVERT_TO_TENSOR3D_STRUCT(name)</div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00111">helpers.h:111</a></div></div>
Kaizen8938bd32017-09-28 14:38:23 +0100[diff] [blame]345<div class="ttc" id="convolution3x3_8cl_xhtml_afb8c72ce35c4a1f4a2588d6573e54aa1"><div class="ttname"><a href="convolution3x3_8cl.xhtml#afb8c72ce35c4a1f4a2588d6573e54aa1">DATA_TYPE</a></div><div class="ttdeci">#define DATA_TYPE</div><div class="ttdef"><b>Definition:</b> <a href="convolution3x3_8cl_source.xhtml#l00027">convolution3x3.cl:27</a></div></div>
346<div class="ttc" id="direct__convolution1x1_8cl_xhtml_a1f15728672380ade7a238f5e783d54d2"><div class="ttname"><a href="direct__convolution1x1_8cl.xhtml#a1f15728672380ade7a238f5e783d54d2">CONVERT_SAT</a></div><div class="ttdeci">#define CONVERT_SAT(a, b)</div><div class="ttdef"><b>Definition:</b> <a href="direct__convolution1x1_8cl_source.xhtml#l00040">direct_convolution1x1.cl:40</a></div></div>
Kaizenbf8b01d2017-10-12 14:26:51 +0100[diff] [blame]347<div class="ttc" id="struct_tensor3_d_xhtml"><div class="ttname"><a href="struct_tensor3_d.xhtml">Tensor3D</a></div><div class="ttdoc">Structure to hold 3D tensor information. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00143">helpers.h:143</a></div></div>
348<div class="ttc" id="helpers_8h_xhtml_a009469e4d9b8fce3b6d5e97d2077827d"><div class="ttname"><a href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a></div><div class="ttdeci">__global uchar * offset(const Image *img, int x, int y)</div><div class="ttdoc">Get the pointer position of a Image. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00295">helpers.h:295</a></div></div>
Kaizen8938bd32017-09-28 14:38:23 +0100[diff] [blame]349<div class="ttc" id="helpers_8h_xhtml"><div class="ttname"><a href="helpers_8h.xhtml">helpers.h</a></div></div>
Kaizenbf8b01d2017-10-12 14:26:51 +0100[diff] [blame]350<div class="ttc" id="helpers_8h_xhtml_aebe814363556c244be043b13e7969197"><div class="ttname"><a href="helpers_8h.xhtml#aebe814363556c244be043b13e7969197">CONVERT_TO_IMAGE_STRUCT</a></div><div class="ttdeci">#define CONVERT_TO_IMAGE_STRUCT(name)</div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00096">helpers.h:96</a></div></div>
Kaizen8938bd32017-09-28 14:38:23 +0100[diff] [blame]351<div class="ttc" id="direct__convolution1x1_8cl_xhtml_aebbeb1f22eca3a3f4c3e019e8f419f39"><div class="ttname"><a href="direct__convolution1x1_8cl.xhtml#aebbeb1f22eca3a3f4c3e019e8f419f39">ADD_OP</a></div><div class="ttdeci">#define ADD_OP(a, b)</div><div class="ttdef"><b>Definition:</b> <a href="direct__convolution1x1_8cl_source.xhtml#l00038">direct_convolution1x1.cl:38</a></div></div>
352<div class="ttc" id="fixed__point_8h_xhtml"><div class="ttname"><a href="fixed__point_8h.xhtml">fixed_point.h</a></div></div>
Kaizenbf8b01d2017-10-12 14:26:51 +0100[diff] [blame]353<div class="ttc" id="helpers_8h_xhtml_a40a6eb9f2a7712f08d6bb8ff6c9e6ca7"><div class="ttname"><a href="helpers_8h.xhtml#a40a6eb9f2a7712f08d6bb8ff6c9e6ca7">VECTOR_DECLARATION</a></div><div class="ttdeci">#define VECTOR_DECLARATION(name)</div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00054">helpers.h:54</a></div></div>
354<div class="ttc" id="struct_image_xhtml"><div class="ttname"><a href="struct_image.xhtml">Image</a></div><div class="ttdoc">Structure to hold Image information. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00134">helpers.h:134</a></div></div>
355<div class="ttc" id="helpers_8h_xhtml_a6b83038822d1ae7ab619b684ed3b7fc0"><div class="ttname"><a href="helpers_8h.xhtml#a6b83038822d1ae7ab619b684ed3b7fc0">TENSOR3D_DECLARATION</a></div><div class="ttdeci">#define TENSOR3D_DECLARATION(name)</div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00068">helpers.h:68</a></div></div>
Kaizen8938bd32017-09-28 14:38:23 +0100[diff] [blame]356<div class="ttc" id="fixed__point_8h_xhtml_a329eb419d445e448ec885a2f69a1fb0f"><div class="ttname"><a href="fixed__point_8h.xhtml#a329eb419d445e448ec885a2f69a1fb0f">MULQ_SAT_IMPL</a></div><div class="ttdeci">#define MULQ_SAT_IMPL(type, itype)</div><div class="ttdef"><b>Definition:</b> <a href="fixed__point_8h_source.xhtml#l00236">fixed_point.h:236</a></div></div>
357<div class="ttc" id="direct__convolution1x1_8cl_xhtml_ad3cc858846806e6b1d3694b9d0a2e6da"><div class="ttname"><a href="direct__convolution1x1_8cl.xhtml#ad3cc858846806e6b1d3694b9d0a2e6da">MUL_OP</a></div><div class="ttdeci">#define MUL_OP(a, b)</div><div class="ttdef"><b>Definition:</b> <a href="direct__convolution1x1_8cl_source.xhtml#l00039">direct_convolution1x1.cl:39</a></div></div>
Kaizenbf8b01d2017-10-12 14:26:51 +0100[diff] [blame]358<div class="ttc" id="struct_image_xhtml_acf52c23cbd7424606c10a606524e3e32"><div class="ttname"><a href="struct_image.xhtml#acf52c23cbd7424606c10a606524e3e32">Image::ptr</a></div><div class="ttdeci">__global uchar * ptr</div><div class="ttdoc">Pointer to the starting postion of the buffer. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00136">helpers.h:136</a></div></div>
Kaizen8938bd32017-09-28 14:38:23 +0100[diff] [blame]359<div class="ttc" id="fixed__point_8h_xhtml_a36f754c05b6fddf6df0d8d0a74f8159f"><div class="ttname"><a href="fixed__point_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">VEC_DATA_TYPE</a></div><div class="ttdeci">#define VEC_DATA_TYPE(type, size)</div><div class="ttdef"><b>Definition:</b> <a href="fixed__point_8h_source.xhtml#l00093">fixed_point.h:93</a></div></div>
Kaizenbf8b01d2017-10-12 14:26:51 +0100[diff] [blame]360<div class="ttc" id="helpers_8h_xhtml_a79e8e562daa6599317d2d1cd86ef1bf2"><div class="ttname"><a href="helpers_8h.xhtml#a79e8e562daa6599317d2d1cd86ef1bf2">CONVERT_TO_TENSOR3D_STRUCT_NO_STEP</a></div><div class="ttdeci">#define CONVERT_TO_TENSOR3D_STRUCT_NO_STEP(name)</div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00115">helpers.h:115</a></div></div>
361<div class="ttc" id="helpers_8h_xhtml_a64d779f80eeb923e0ab2313433f7b40b"><div class="ttname"><a href="helpers_8h.xhtml#a64d779f80eeb923e0ab2313433f7b40b">CONVERT_TO_VECTOR_STRUCT_NO_STEP</a></div><div class="ttdeci">#define CONVERT_TO_VECTOR_STRUCT_NO_STEP(name)</div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00093">helpers.h:93</a></div></div>
362<div class="ttc" id="helpers_8h_xhtml_a7e4940407322d6f0ccb8b6b86b856019"><div class="ttname"><a href="helpers_8h.xhtml#a7e4940407322d6f0ccb8b6b86b856019">vector_offset</a></div><div class="ttdeci">__global const uchar * vector_offset(const Vector *vec, int x)</div><div class="ttdoc">Get the pointer position of a Vector. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00284">helpers.h:284</a></div></div>
363<div class="ttc" id="struct_tensor3_d_xhtml_acf52c23cbd7424606c10a606524e3e32"><div class="ttname"><a href="struct_tensor3_d.xhtml#acf52c23cbd7424606c10a606524e3e32">Tensor3D::ptr</a></div><div class="ttdeci">__global uchar * ptr</div><div class="ttdoc">Pointer to the starting postion of the buffer. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00145">helpers.h:145</a></div></div>
Kaizen8938bd32017-09-28 14:38:23 +0100[diff] [blame]364<div class="ttc" id="fixed__point_8h_xhtml_af8a54f984958bddf4f24cd95867a82f5"><div class="ttname"><a href="fixed__point_8h.xhtml#af8a54f984958bddf4f24cd95867a82f5">qs32x8</a></div><div class="ttdeci">int8 qs32x8</div><div class="ttdef"><b>Definition:</b> <a href="fixed__point_8h_source.xhtml#l00038">fixed_point.h:38</a></div></div>
365</div><!-- fragment --></div><!-- contents -->
366</div><!-- doc-content -->
367<!-- start footer part -->
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369 <ul>
370 <li class="navelem"><a class="el" href="dir_55b5a5006e943fb664ff8cff3cfe7768.xhtml">src</a></li><li class="navelem"><a class="el" href="dir_f6c3ae42d7e27145d0a3c3e38ca1c000.xhtml">core</a></li><li class="navelem"><a class="el" href="dir_1b7ae9123c88e650426d50d95c19d414.xhtml">CL</a></li><li class="navelem"><a class="el" href="dir_b7c3d80b0dadb2139bc73b7161751c12.xhtml">cl_kernels</a></li><li class="navelem"><a class="el" href="direct__convolution1x1_8cl.xhtml">direct_convolution1x1.cl</a></li>
Kaizenbf8b01d2017-10-12 14:26:51 +0100[diff] [blame]371 <li class="footer">Generated on Thu Oct 12 2017 14:26:33 for Compute Library by
Kaizen8938bd32017-09-28 14:38:23 +0100[diff] [blame]372 <a href="http://www.doxygen.org/index.html">
373 <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.6 </li>
374 </ul>
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