Jim Flynn | 0e2bab8 | 2020-03-19 17:03:14 +0000 | [diff] [blame^] | 1 | <!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd"> |
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| 83 | <div class="summary"> |
| 84 | <a href="#func-members">Functions</a> </div> |
| 85 | <div class="headertitle"> |
| 86 | <div class="title">Conv2D.cpp File Reference</div> </div> |
| 87 | </div><!--header--> |
| 88 | <div class="contents"> |
| 89 | <div class="textblock"><code>#include <boost/test/unit_test.hpp></code><br /> |
| 90 | <code>#include "<a class="el" href="_parser_flatbuffers_fixture_8hpp_source.html">ParserFlatbuffersFixture.hpp</a>"</code><br /> |
| 91 | <code>#include "<a class="el" href="_tf_lite_parser_8hpp_source.html">../TfLiteParser.hpp</a>"</code><br /> |
| 92 | <code>#include <sstream></code><br /> |
| 93 | </div> |
| 94 | <p><a href="armnn_tf_lite_parser_2test_2_conv2_d_8cpp_source.html">Go to the source code of this file.</a></p> |
| 95 | <table class="memberdecls"> |
| 96 | <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="func-members"></a> |
| 97 | Functions</h2></td></tr> |
| 98 | <tr class="memitem:afcc317a537dfa8ab47071d5c464bad43"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="armnn_tf_lite_parser_2test_2_conv2_d_8cpp.html#afcc317a537dfa8ab47071d5c464bad43">BOOST_FIXTURE_TEST_CASE</a> (ParseSimpleConv2D, SimpleConv2DFixture)</td></tr> |
| 99 | <tr class="separator:afcc317a537dfa8ab47071d5c464bad43"><td class="memSeparator" colspan="2"> </td></tr> |
| 100 | <tr class="memitem:a1f8274795936acc6692b9e18a2d7f7a0"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="armnn_tf_lite_parser_2test_2_conv2_d_8cpp.html#a1f8274795936acc6692b9e18a2d7f7a0">BOOST_FIXTURE_TEST_CASE</a> (ParseConv2DWithBias, SimpleConv2DWithBiasesFixture)</td></tr> |
| 101 | <tr class="separator:a1f8274795936acc6692b9e18a2d7f7a0"><td class="memSeparator" colspan="2"> </td></tr> |
| 102 | <tr class="memitem:a37807b86838def29aa4a342b5ee11a1e"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="armnn_tf_lite_parser_2test_2_conv2_d_8cpp.html#a37807b86838def29aa4a342b5ee11a1e">BOOST_FIXTURE_TEST_CASE</a> (ParseConv2D_112x112_out, Conv2DShapeTestFixture)</td></tr> |
| 103 | <tr class="separator:a37807b86838def29aa4a342b5ee11a1e"><td class="memSeparator" colspan="2"> </td></tr> |
| 104 | <tr class="memitem:aeae31b1eb962892a52153424119c87e9"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="armnn_tf_lite_parser_2test_2_conv2_d_8cpp.html#aeae31b1eb962892a52153424119c87e9">BOOST_FIXTURE_TEST_CASE</a> (ParseConv2DAndReluWithBias, ReluConv2DWithBiasesFixture)</td></tr> |
| 105 | <tr class="separator:aeae31b1eb962892a52153424119c87e9"><td class="memSeparator" colspan="2"> </td></tr> |
| 106 | <tr class="memitem:a16517509d65fc4291eb40bcc285c03fd"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="armnn_tf_lite_parser_2test_2_conv2_d_8cpp.html#a16517509d65fc4291eb40bcc285c03fd">BOOST_FIXTURE_TEST_CASE</a> (ParseConv2DAndRelu6WithBias, Relu6Conv2DWithBiasesFixture)</td></tr> |
| 107 | <tr class="separator:a16517509d65fc4291eb40bcc285c03fd"><td class="memSeparator" colspan="2"> </td></tr> |
| 108 | </table> |
| 109 | <h2 class="groupheader">Function Documentation</h2> |
| 110 | <a id="afcc317a537dfa8ab47071d5c464bad43"></a> |
| 111 | <h2 class="memtitle"><span class="permalink"><a href="#afcc317a537dfa8ab47071d5c464bad43">◆ </a></span>BOOST_FIXTURE_TEST_CASE() <span class="overload">[1/5]</span></h2> |
| 112 | |
| 113 | <div class="memitem"> |
| 114 | <div class="memproto"> |
| 115 | <table class="memname"> |
| 116 | <tr> |
| 117 | <td class="memname">BOOST_FIXTURE_TEST_CASE </td> |
| 118 | <td>(</td> |
| 119 | <td class="paramtype">ParseSimpleConv2D </td> |
| 120 | <td class="paramname">, </td> |
| 121 | </tr> |
| 122 | <tr> |
| 123 | <td class="paramkey"></td> |
| 124 | <td></td> |
| 125 | <td class="paramtype">SimpleConv2DFixture </td> |
| 126 | <td class="paramname"> </td> |
| 127 | </tr> |
| 128 | <tr> |
| 129 | <td></td> |
| 130 | <td>)</td> |
| 131 | <td></td><td></td> |
| 132 | </tr> |
| 133 | </table> |
| 134 | </div><div class="memdoc"> |
| 135 | |
| 136 | <p class="definition">Definition at line <a class="el" href="armnn_tf_lite_parser_2test_2_conv2_d_8cpp_source.html#l00090">90</a> of file <a class="el" href="armnn_tf_lite_parser_2test_2_conv2_d_8cpp_source.html">Conv2D.cpp</a>.</p> |
| 137 | <div class="fragment"><div class="line"><a name="l00091"></a><span class="lineno"> 91</span> {</div><div class="line"><a name="l00092"></a><span class="lineno"> 92</span>  RunTest<4, armnn::DataType::QAsymmU8>(</div><div class="line"><a name="l00093"></a><span class="lineno"> 93</span>  0,</div><div class="line"><a name="l00094"></a><span class="lineno"> 94</span>  {</div><div class="line"><a name="l00095"></a><span class="lineno"> 95</span>  1, 2, 3,</div><div class="line"><a name="l00096"></a><span class="lineno"> 96</span>  4, 5, 6,</div><div class="line"><a name="l00097"></a><span class="lineno"> 97</span>  7, 8, 9,</div><div class="line"><a name="l00098"></a><span class="lineno"> 98</span>  },</div><div class="line"><a name="l00099"></a><span class="lineno"> 99</span>  <span class="comment">// because of the output scaling we need to take half of the values</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"> 101</span>  (1*2 + 2*1 + 3*0 +</div><div class="line"><a name="l00102"></a><span class="lineno"> 102</span>  4*6 + 5*2 + 6*1 +</div><div class="line"><a name="l00103"></a><span class="lineno"> 103</span>  7*4 + 8*1 + 9*2) /2</div><div class="line"><a name="l00104"></a><span class="lineno"> 104</span>  });</div><div class="line"><a name="l00105"></a><span class="lineno"> 105</span> }</div></div><!-- fragment --> |
| 138 | </div> |
| 139 | </div> |
| 140 | <a id="a1f8274795936acc6692b9e18a2d7f7a0"></a> |
| 141 | <h2 class="memtitle"><span class="permalink"><a href="#a1f8274795936acc6692b9e18a2d7f7a0">◆ </a></span>BOOST_FIXTURE_TEST_CASE() <span class="overload">[2/5]</span></h2> |
| 142 | |
| 143 | <div class="memitem"> |
| 144 | <div class="memproto"> |
| 145 | <table class="memname"> |
| 146 | <tr> |
| 147 | <td class="memname">BOOST_FIXTURE_TEST_CASE </td> |
| 148 | <td>(</td> |
| 149 | <td class="paramtype">ParseConv2DWithBias </td> |
| 150 | <td class="paramname">, </td> |
| 151 | </tr> |
| 152 | <tr> |
| 153 | <td class="paramkey"></td> |
| 154 | <td></td> |
| 155 | <td class="paramtype">SimpleConv2DWithBiasesFixture </td> |
| 156 | <td class="paramname"> </td> |
| 157 | </tr> |
| 158 | <tr> |
| 159 | <td></td> |
| 160 | <td>)</td> |
| 161 | <td></td><td></td> |
| 162 | </tr> |
| 163 | </table> |
| 164 | </div><div class="memdoc"> |
| 165 | |
| 166 | <p class="definition">Definition at line <a class="el" href="armnn_tf_lite_parser_2test_2_conv2_d_8cpp_source.html#l00220">220</a> of file <a class="el" href="armnn_tf_lite_parser_2test_2_conv2_d_8cpp_source.html">Conv2D.cpp</a>.</p> |
| 167 | <div class="fragment"><div class="line"><a name="l00221"></a><span class="lineno"> 221</span> {</div><div class="line"><a name="l00222"></a><span class="lineno"> 222</span>  RunTest<4, armnn::DataType::QAsymmU8>(</div><div class="line"><a name="l00223"></a><span class="lineno"> 223</span>  0,</div><div class="line"><a name="l00224"></a><span class="lineno"> 224</span>  {</div><div class="line"><a name="l00225"></a><span class="lineno"> 225</span>  1, 2,</div><div class="line"><a name="l00226"></a><span class="lineno"> 226</span>  3, 4,</div><div class="line"><a name="l00227"></a><span class="lineno"> 227</span>  },</div><div class="line"><a name="l00228"></a><span class="lineno"> 228</span>  <span class="comment">// because of the output scaling we need to take half of the values</span></div><div class="line"><a name="l00229"></a><span class="lineno"> 229</span>  {</div><div class="line"><a name="l00230"></a><span class="lineno"> 230</span>  (1*2 + 2*1 + 3*0 + 4*6 + 10)/2,</div><div class="line"><a name="l00231"></a><span class="lineno"> 231</span>  (2*2 + 0*1 + 4*0 + 0*6 + 10)/2,</div><div class="line"><a name="l00232"></a><span class="lineno"> 232</span>  (3*2 + 4*1 + 0*0 + 0*6 + 10)/2,</div><div class="line"><a name="l00233"></a><span class="lineno"> 233</span>  (4*2 + 0*1 + 0*0 + 0*6 + 10)/2</div><div class="line"><a name="l00234"></a><span class="lineno"> 234</span>  });</div><div class="line"><a name="l00235"></a><span class="lineno"> 235</span> }</div></div><!-- fragment --> |
| 168 | </div> |
| 169 | </div> |
| 170 | <a id="a37807b86838def29aa4a342b5ee11a1e"></a> |
| 171 | <h2 class="memtitle"><span class="permalink"><a href="#a37807b86838def29aa4a342b5ee11a1e">◆ </a></span>BOOST_FIXTURE_TEST_CASE() <span class="overload">[3/5]</span></h2> |
| 172 | |
| 173 | <div class="memitem"> |
| 174 | <div class="memproto"> |
| 175 | <table class="memname"> |
| 176 | <tr> |
| 177 | <td class="memname">BOOST_FIXTURE_TEST_CASE </td> |
| 178 | <td>(</td> |
| 179 | <td class="paramtype">ParseConv2D_112x112_out </td> |
| 180 | <td class="paramname">, </td> |
| 181 | </tr> |
| 182 | <tr> |
| 183 | <td class="paramkey"></td> |
| 184 | <td></td> |
| 185 | <td class="paramtype">Conv2DShapeTestFixture </td> |
| 186 | <td class="paramname"> </td> |
| 187 | </tr> |
| 188 | <tr> |
| 189 | <td></td> |
| 190 | <td>)</td> |
| 191 | <td></td><td></td> |
| 192 | </tr> |
| 193 | </table> |
| 194 | </div><div class="memdoc"> |
| 195 | |
| 196 | <p class="definition">Definition at line <a class="el" href="armnn_tf_lite_parser_2test_2_conv2_d_8cpp_source.html#l00265">265</a> of file <a class="el" href="armnn_tf_lite_parser_2test_2_conv2_d_8cpp_source.html">Conv2D.cpp</a>.</p> |
| 197 | <div class="fragment"><div class="line"><a name="l00266"></a><span class="lineno"> 266</span> {</div><div class="line"><a name="l00267"></a><span class="lineno"> 267</span> }</div></div><!-- fragment --> |
| 198 | </div> |
| 199 | </div> |
| 200 | <a id="aeae31b1eb962892a52153424119c87e9"></a> |
| 201 | <h2 class="memtitle"><span class="permalink"><a href="#aeae31b1eb962892a52153424119c87e9">◆ </a></span>BOOST_FIXTURE_TEST_CASE() <span class="overload">[4/5]</span></h2> |
| 202 | |
| 203 | <div class="memitem"> |
| 204 | <div class="memproto"> |
| 205 | <table class="memname"> |
| 206 | <tr> |
| 207 | <td class="memname">BOOST_FIXTURE_TEST_CASE </td> |
| 208 | <td>(</td> |
| 209 | <td class="paramtype">ParseConv2DAndReluWithBias </td> |
| 210 | <td class="paramname">, </td> |
| 211 | </tr> |
| 212 | <tr> |
| 213 | <td class="paramkey"></td> |
| 214 | <td></td> |
| 215 | <td class="paramtype">ReluConv2DWithBiasesFixture </td> |
| 216 | <td class="paramname"> </td> |
| 217 | </tr> |
| 218 | <tr> |
| 219 | <td></td> |
| 220 | <td>)</td> |
| 221 | <td></td><td></td> |
| 222 | </tr> |
| 223 | </table> |
| 224 | </div><div class="memdoc"> |
| 225 | |
| 226 | <p class="definition">Definition at line <a class="el" href="armnn_tf_lite_parser_2test_2_conv2_d_8cpp_source.html#l00287">287</a> of file <a class="el" href="armnn_tf_lite_parser_2test_2_conv2_d_8cpp_source.html">Conv2D.cpp</a>.</p> |
| 227 | <div class="fragment"><div class="line"><a name="l00288"></a><span class="lineno"> 288</span> {</div><div class="line"><a name="l00289"></a><span class="lineno"> 289</span>  uint8_t bias = 16;</div><div class="line"><a name="l00290"></a><span class="lineno"> 290</span>  uint8_t outZero = 20;</div><div class="line"><a name="l00291"></a><span class="lineno"> 291</span>  uint8_t fz = 4; <span class="comment">// filter zero point</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"> 293</span>  RunTest<4, armnn::DataType::QAsymmU8>(</div><div class="line"><a name="l00294"></a><span class="lineno"> 294</span>  0,</div><div class="line"><a name="l00295"></a><span class="lineno"> 295</span>  {</div><div class="line"><a name="l00296"></a><span class="lineno"> 296</span>  1, 2,</div><div class="line"><a name="l00297"></a><span class="lineno"> 297</span>  4, 8,</div><div class="line"><a name="l00298"></a><span class="lineno"> 298</span>  },</div><div class="line"><a name="l00299"></a><span class="lineno"> 299</span>  <span class="comment">// factors to consider:</span></div><div class="line"><a name="l00300"></a><span class="lineno"> 300</span>  <span class="comment">// - the filter zero point is non zero, hence the (x-fz)</span></div><div class="line"><a name="l00301"></a><span class="lineno"> 301</span>  <span class="comment">// - the output scale is 2 hence the /2</span></div><div class="line"><a name="l00302"></a><span class="lineno"> 302</span>  <span class="comment">// - output zero point is non zero, hence the +outZero</span></div><div class="line"><a name="l00303"></a><span class="lineno"> 303</span>  <span class="comment">// - RELU cuts negative values and then we add the output zero point</span></div><div class="line"><a name="l00304"></a><span class="lineno"> 304</span>  {</div><div class="line"><a name="l00305"></a><span class="lineno"> 305</span>  std::max(outZero, static_cast<uint8_t>((1*(2-fz) + 2*(1-fz) + 4*(0-fz) + 8*(6-fz) + bias)/2 + outZero)),</div><div class="line"><a name="l00306"></a><span class="lineno"> 306</span>  std::max(outZero, static_cast<uint8_t>((2*(2-fz) + 0*(1-fz) + 8*(0-fz) + 0*(6-fz) + bias)/2 + outZero)),</div><div class="line"><a name="l00307"></a><span class="lineno"> 307</span>  std::max(outZero, static_cast<uint8_t>((4*(2-fz) + 8*(1-fz) + 0*(0-fz) + 0*(6-fz) + bias)/2 + outZero)),</div><div class="line"><a name="l00308"></a><span class="lineno"> 308</span>  std::max(outZero, static_cast<uint8_t>((8*(2-fz) + 0*(1-fz) + 0*(0-fz) + 0*(6-fz) + bias)/2 + outZero))</div><div class="line"><a name="l00309"></a><span class="lineno"> 309</span>  });</div><div class="line"><a name="l00310"></a><span class="lineno"> 310</span> }</div></div><!-- fragment --> |
| 228 | </div> |
| 229 | </div> |
| 230 | <a id="a16517509d65fc4291eb40bcc285c03fd"></a> |
| 231 | <h2 class="memtitle"><span class="permalink"><a href="#a16517509d65fc4291eb40bcc285c03fd">◆ </a></span>BOOST_FIXTURE_TEST_CASE() <span class="overload">[5/5]</span></h2> |
| 232 | |
| 233 | <div class="memitem"> |
| 234 | <div class="memproto"> |
| 235 | <table class="memname"> |
| 236 | <tr> |
| 237 | <td class="memname">BOOST_FIXTURE_TEST_CASE </td> |
| 238 | <td>(</td> |
| 239 | <td class="paramtype">ParseConv2DAndRelu6WithBias </td> |
| 240 | <td class="paramname">, </td> |
| 241 | </tr> |
| 242 | <tr> |
| 243 | <td class="paramkey"></td> |
| 244 | <td></td> |
| 245 | <td class="paramtype">Relu6Conv2DWithBiasesFixture </td> |
| 246 | <td class="paramname"> </td> |
| 247 | </tr> |
| 248 | <tr> |
| 249 | <td></td> |
| 250 | <td>)</td> |
| 251 | <td></td><td></td> |
| 252 | </tr> |
| 253 | </table> |
| 254 | </div><div class="memdoc"> |
| 255 | |
| 256 | <p class="definition">Definition at line <a class="el" href="armnn_tf_lite_parser_2test_2_conv2_d_8cpp_source.html#l00330">330</a> of file <a class="el" href="armnn_tf_lite_parser_2test_2_conv2_d_8cpp_source.html">Conv2D.cpp</a>.</p> |
| 257 | |
| 258 | <p class="reference">References <a class="el" href="_profiler_tests_8cpp.html#af7f71af5c6c124222dd1c42c5df892f4">BOOST_AUTO_TEST_SUITE_END()</a>.</p> |
| 259 | <div class="fragment"><div class="line"><a name="l00331"></a><span class="lineno"> 331</span> {</div><div class="line"><a name="l00332"></a><span class="lineno"> 332</span>  uint8_t relu6Min = 6 / 2; <span class="comment">// divide by output scale</span></div><div class="line"><a name="l00333"></a><span class="lineno"> 333</span> </div><div class="line"><a name="l00334"></a><span class="lineno"> 334</span>  RunTest<4, armnn::DataType::QAsymmU8>(</div><div class="line"><a name="l00335"></a><span class="lineno"> 335</span>  0,</div><div class="line"><a name="l00336"></a><span class="lineno"> 336</span>  {</div><div class="line"><a name="l00337"></a><span class="lineno"> 337</span>  1, 2,</div><div class="line"><a name="l00338"></a><span class="lineno"> 338</span>  4, 1,</div><div class="line"><a name="l00339"></a><span class="lineno"> 339</span>  },</div><div class="line"><a name="l00340"></a><span class="lineno"> 340</span>  <span class="comment">// factors to consider:</span></div><div class="line"><a name="l00341"></a><span class="lineno"> 341</span>  <span class="comment">// - the output scale is 2 hence the /2</span></div><div class="line"><a name="l00342"></a><span class="lineno"> 342</span>  <span class="comment">// - RELU6 cuts output values at +6</span></div><div class="line"><a name="l00343"></a><span class="lineno"> 343</span>  {</div><div class="line"><a name="l00344"></a><span class="lineno"> 344</span>  std::min(relu6Min, static_cast<uint8_t>((1*2 + 2*1 + 4*0 + 1*6)/2)),</div><div class="line"><a name="l00345"></a><span class="lineno"> 345</span>  std::min(relu6Min, static_cast<uint8_t>((2*2 + 0*1 + 1*0 + 0*6)/2)),</div><div class="line"><a name="l00346"></a><span class="lineno"> 346</span>  std::min(relu6Min, static_cast<uint8_t>((4*2 + 1*1 + 0*0 + 0*6)/2)),</div><div class="line"><a name="l00347"></a><span class="lineno"> 347</span>  std::min(relu6Min, static_cast<uint8_t>((1*2 + 0*1 + 0*0 + 0*6)/2))</div><div class="line"><a name="l00348"></a><span class="lineno"> 348</span>  });</div><div class="line"><a name="l00349"></a><span class="lineno"> 349</span> }</div></div><!-- fragment --> |
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