Ryan OShea | de36e4a | 2020-03-13 16:26:19 +0000 | [diff] [blame] | 1 | <!-- Copyright (c) 2020 ARM Limited. --> |
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| 100 | <div class="title">DepthwiseConvolution2D.cpp File Reference</div> </div> |
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| 102 | <div class="contents"> |
| 103 | <div class="textblock"><code>#include <boost/test/unit_test.hpp></code><br /> |
| 104 | <code>#include "<a class="el" href="_parser_flatbuffers_fixture_8hpp_source.xhtml">ParserFlatbuffersFixture.hpp</a>"</code><br /> |
| 105 | <code>#include "<a class="el" href="_tf_lite_parser_8hpp_source.xhtml">../TfLiteParser.hpp</a>"</code><br /> |
| 106 | <code>#include <string></code><br /> |
| 107 | <code>#include <iostream></code><br /> |
| 108 | </div> |
| 109 | <p><a href="armnn_tf_lite_parser_2test_2_depthwise_convolution2_d_8cpp_source.xhtml">Go to the source code of this file.</a></p> |
| 110 | <table class="memberdecls"> |
| 111 | <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="func-members"></a> |
| 112 | Functions</h2></td></tr> |
| 113 | <tr class="memitem:af53fa33ced6d7398ff45034555f163aa"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="armnn_tf_lite_parser_2test_2_depthwise_convolution2_d_8cpp.xhtml#af53fa33ced6d7398ff45034555f163aa">BOOST_FIXTURE_TEST_CASE</a> (ParseDepthwiseConv2DSame, DepthwiseConvolution2dSameFixture)</td></tr> |
| 114 | <tr class="separator:af53fa33ced6d7398ff45034555f163aa"><td class="memSeparator" colspan="2"> </td></tr> |
| 115 | <tr class="memitem:a6e7cc099f8ebc8db20852ca41f9600e0"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="armnn_tf_lite_parser_2test_2_depthwise_convolution2_d_8cpp.xhtml#a6e7cc099f8ebc8db20852ca41f9600e0">BOOST_FIXTURE_TEST_CASE</a> (ParseDepthwiseConv2DValid, DepthwiseConvolution2dValidFixture)</td></tr> |
| 116 | <tr class="separator:a6e7cc099f8ebc8db20852ca41f9600e0"><td class="memSeparator" colspan="2"> </td></tr> |
| 117 | <tr class="memitem:afc6740eb06761e5194dda25370e5b85e"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="armnn_tf_lite_parser_2test_2_depthwise_convolution2_d_8cpp.xhtml#afc6740eb06761e5194dda25370e5b85e">BOOST_FIXTURE_TEST_CASE</a> (ParseDepthwiseConv2DSameBias, DepthwiseConvolution2dSameBiasFixture)</td></tr> |
| 118 | <tr class="separator:afc6740eb06761e5194dda25370e5b85e"><td class="memSeparator" colspan="2"> </td></tr> |
| 119 | </table> |
| 120 | <h2 class="groupheader">Function Documentation</h2> |
| 121 | <a id="af53fa33ced6d7398ff45034555f163aa"></a> |
| 122 | <h2 class="memtitle"><span class="permalink"><a href="#af53fa33ced6d7398ff45034555f163aa">◆ </a></span>BOOST_FIXTURE_TEST_CASE() <span class="overload">[1/3]</span></h2> |
| 123 | |
| 124 | <div class="memitem"> |
| 125 | <div class="memproto"> |
| 126 | <table class="memname"> |
| 127 | <tr> |
| 128 | <td class="memname">BOOST_FIXTURE_TEST_CASE </td> |
| 129 | <td>(</td> |
| 130 | <td class="paramtype">ParseDepthwiseConv2DSame </td> |
| 131 | <td class="paramname">, </td> |
| 132 | </tr> |
| 133 | <tr> |
| 134 | <td class="paramkey"></td> |
| 135 | <td></td> |
| 136 | <td class="paramtype">DepthwiseConvolution2dSameFixture </td> |
| 137 | <td class="paramname"> </td> |
| 138 | </tr> |
| 139 | <tr> |
| 140 | <td></td> |
| 141 | <td>)</td> |
| 142 | <td></td><td></td> |
| 143 | </tr> |
| 144 | </table> |
| 145 | </div><div class="memdoc"> |
| 146 | |
| 147 | <p class="definition">Definition at line <a class="el" href="armnn_tf_lite_parser_2test_2_depthwise_convolution2_d_8cpp_source.xhtml#l00134">134</a> of file <a class="el" href="armnn_tf_lite_parser_2test_2_depthwise_convolution2_d_8cpp_source.xhtml">DepthwiseConvolution2D.cpp</a>.</p> |
| 148 | <div class="fragment"><div class="line"><a name="l00135"></a><span class="lineno"> 135</span> {</div><div class="line"><a name="l00136"></a><span class="lineno"> 136</span>  RunTest<4, armnn::DataType::QAsymmU8>(</div><div class="line"><a name="l00137"></a><span class="lineno"> 137</span>  0,</div><div class="line"><a name="l00138"></a><span class="lineno"> 138</span>  { 0, 1, 2,</div><div class="line"><a name="l00139"></a><span class="lineno"> 139</span>  3, 4, 5,</div><div class="line"><a name="l00140"></a><span class="lineno"> 140</span>  6, 7, 8 },</div><div class="line"><a name="l00141"></a><span class="lineno"> 141</span>  <span class="comment">// the expected values were generated using the example python implementation at</span></div><div class="line"><a name="l00142"></a><span class="lineno"> 142</span>  <span class="comment">// https://eli.thegreenplace.net/2018/depthwise-separable-convolutions-for-machine-learning/</span></div><div class="line"><a name="l00143"></a><span class="lineno"> 143</span>  <span class="comment">// divide the expected values by the output scale, as it is not 1.0</span></div><div class="line"><a name="l00144"></a><span class="lineno"> 144</span>  { 14/2, 35/2, 38/2,</div><div class="line"><a name="l00145"></a><span class="lineno"> 145</span>  57/2, 120/2, 111/2,</div><div class="line"><a name="l00146"></a><span class="lineno"> 146</span>  110/2, 197/2, 158/2 });</div><div class="line"><a name="l00147"></a><span class="lineno"> 147</span> }</div></div><!-- fragment --> |
| 149 | </div> |
| 150 | </div> |
| 151 | <a id="a6e7cc099f8ebc8db20852ca41f9600e0"></a> |
| 152 | <h2 class="memtitle"><span class="permalink"><a href="#a6e7cc099f8ebc8db20852ca41f9600e0">◆ </a></span>BOOST_FIXTURE_TEST_CASE() <span class="overload">[2/3]</span></h2> |
| 153 | |
| 154 | <div class="memitem"> |
| 155 | <div class="memproto"> |
| 156 | <table class="memname"> |
| 157 | <tr> |
| 158 | <td class="memname">BOOST_FIXTURE_TEST_CASE </td> |
| 159 | <td>(</td> |
| 160 | <td class="paramtype">ParseDepthwiseConv2DValid </td> |
| 161 | <td class="paramname">, </td> |
| 162 | </tr> |
| 163 | <tr> |
| 164 | <td class="paramkey"></td> |
| 165 | <td></td> |
| 166 | <td class="paramtype">DepthwiseConvolution2dValidFixture </td> |
| 167 | <td class="paramname"> </td> |
| 168 | </tr> |
| 169 | <tr> |
| 170 | <td></td> |
| 171 | <td>)</td> |
| 172 | <td></td><td></td> |
| 173 | </tr> |
| 174 | </table> |
| 175 | </div><div class="memdoc"> |
| 176 | |
| 177 | <p class="definition">Definition at line <a class="el" href="armnn_tf_lite_parser_2test_2_depthwise_convolution2_d_8cpp_source.xhtml#l00161">161</a> of file <a class="el" href="armnn_tf_lite_parser_2test_2_depthwise_convolution2_d_8cpp_source.xhtml">DepthwiseConvolution2D.cpp</a>.</p> |
| 178 | <div class="fragment"><div class="line"><a name="l00162"></a><span class="lineno"> 162</span> {</div><div class="line"><a name="l00163"></a><span class="lineno"> 163</span>  RunTest<4, armnn::DataType::QAsymmU8>(</div><div class="line"><a name="l00164"></a><span class="lineno"> 164</span>  0,</div><div class="line"><a name="l00165"></a><span class="lineno"> 165</span>  { 0, 1, 2,</div><div class="line"><a name="l00166"></a><span class="lineno"> 166</span>  3, 4, 5,</div><div class="line"><a name="l00167"></a><span class="lineno"> 167</span>  6, 7, 8 },</div><div class="line"><a name="l00168"></a><span class="lineno"> 168</span>  <span class="comment">// divide the expected values by the output scale, as it is not 1.0</span></div><div class="line"><a name="l00169"></a><span class="lineno"> 169</span>  { 120/2 });</div><div class="line"><a name="l00170"></a><span class="lineno"> 170</span> }</div></div><!-- fragment --> |
| 179 | </div> |
| 180 | </div> |
| 181 | <a id="afc6740eb06761e5194dda25370e5b85e"></a> |
| 182 | <h2 class="memtitle"><span class="permalink"><a href="#afc6740eb06761e5194dda25370e5b85e">◆ </a></span>BOOST_FIXTURE_TEST_CASE() <span class="overload">[3/3]</span></h2> |
| 183 | |
| 184 | <div class="memitem"> |
| 185 | <div class="memproto"> |
| 186 | <table class="memname"> |
| 187 | <tr> |
| 188 | <td class="memname">BOOST_FIXTURE_TEST_CASE </td> |
| 189 | <td>(</td> |
| 190 | <td class="paramtype">ParseDepthwiseConv2DSameBias </td> |
| 191 | <td class="paramname">, </td> |
| 192 | </tr> |
| 193 | <tr> |
| 194 | <td class="paramkey"></td> |
| 195 | <td></td> |
| 196 | <td class="paramtype">DepthwiseConvolution2dSameBiasFixture </td> |
| 197 | <td class="paramname"> </td> |
| 198 | </tr> |
| 199 | <tr> |
| 200 | <td></td> |
| 201 | <td>)</td> |
| 202 | <td></td><td></td> |
| 203 | </tr> |
| 204 | </table> |
| 205 | </div><div class="memdoc"> |
| 206 | |
| 207 | <p class="definition">Definition at line <a class="el" href="armnn_tf_lite_parser_2test_2_depthwise_convolution2_d_8cpp_source.xhtml#l00186">186</a> of file <a class="el" href="armnn_tf_lite_parser_2test_2_depthwise_convolution2_d_8cpp_source.xhtml">DepthwiseConvolution2D.cpp</a>.</p> |
| 208 | |
| 209 | <p class="reference">References <a class="el" href="_profiler_tests_8cpp.xhtml#af7f71af5c6c124222dd1c42c5df892f4">BOOST_AUTO_TEST_SUITE_END()</a>.</p> |
| 210 | <div class="fragment"><div class="line"><a name="l00187"></a><span class="lineno"> 187</span> {</div><div class="line"><a name="l00188"></a><span class="lineno"> 188</span>  RunTest<4, armnn::DataType::QAsymmU8>(</div><div class="line"><a name="l00189"></a><span class="lineno"> 189</span>  0,</div><div class="line"><a name="l00190"></a><span class="lineno"> 190</span>  { 0, 1, 2,</div><div class="line"><a name="l00191"></a><span class="lineno"> 191</span>  3, 4, 5,</div><div class="line"><a name="l00192"></a><span class="lineno"> 192</span>  6, 7, 8 },</div><div class="line"><a name="l00193"></a><span class="lineno"> 193</span>  <span class="comment">// divide the expected values by the output scale, as it is not 1.0</span></div><div class="line"><a name="l00194"></a><span class="lineno"> 194</span>  { ( 14+10)/2, ( 35+10)/2, ( 38+10)/2,</div><div class="line"><a name="l00195"></a><span class="lineno"> 195</span>  ( 57+10)/2, (120+10)/2, (111+10)/2,</div><div class="line"><a name="l00196"></a><span class="lineno"> 196</span>  (110+10)/2, (197+10)/2, (158+10)/2 });</div><div class="line"><a name="l00197"></a><span class="lineno"> 197</span> }</div></div><!-- fragment --> |
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