Gitiles
Code Review Sign In
review.mlplatform.org / ml / armnn / 753560b55dbf6656389b95efc8d4df07ac43cc9a / . / Documentation / _quantization_data_set_tests_8cpp.xhtml
blob: 083fa6dfbda367c013beda88ce01668f2a05fde7 [file] [log] [blame]
Ryan OSheade36e4a2020-03-13 16:26:19 +0000[diff] [blame]1<!-- Copyright (c) 2020 ARM Limited. -->
2<!-- -->
3<!-- SPDX-License-Identifier: MIT -->
4<!-- -->
5<!-- HTML header for doxygen 1.8.13-->
6<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
7<html xmlns="http://www.w3.org/1999/xhtml">
8<head>
9<meta http-equiv="Content-Type" content="text/xhtml;charset=UTF-8"/>
10<meta http-equiv="X-UA-Compatible" content="IE=9"/>
11<meta name="generator" content="Doxygen 1.8.13"/>
12<meta name="robots" content="NOINDEX, NOFOLLOW" />
13<meta name="viewport" content="width=device-width, initial-scale=1"/>
14<title>ArmNN: src/armnnQuantizer/test/QuantizationDataSetTests.cpp File Reference</title>
15<link href="tabs.css" rel="stylesheet" type="text/css"/>
16<script type="text/javascript" src="jquery.js"></script>
17<script type="text/javascript" src="dynsections.js"></script>
18<link href="navtree.css" rel="stylesheet" type="text/css"/>
19<script type="text/javascript" src="resize.js"></script>
20<script type="text/javascript" src="navtreedata.js"></script>
21<script type="text/javascript" src="navtree.js"></script>
22<script type="text/javascript">
23 $(document).ready(initResizable);
24</script>
25<link href="search/search.css" rel="stylesheet" type="text/css"/>
26<script type="text/javascript" src="search/searchdata.js"></script>
27<script type="text/javascript" src="search/search.js"></script>
28<script type="text/x-mathjax-config">
29 MathJax.Hub.Config({
30 extensions: ["tex2jax.js"],
31 jax: ["input/TeX","output/HTML-CSS"],
32});
33</script><script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js"></script>
34<link href="doxygen.css" rel="stylesheet" type="text/css" />
35<link href="stylesheet.css" rel="stylesheet" type="text/css"/>
36</head>
37<body>
38<div id="top"><!-- do not remove this div, it is closed by doxygen! -->
39<div id="titlearea">
40<table cellspacing="0" cellpadding="0">
41 <tbody>
42 <tr style="height: 56px;">
43 <img alt="ArmNN" src="Arm_NN_horizontal_blue.png" style="max-width: 10rem; margin-top: .5rem; margin-left 10px"/>
44 <td style="padding-left: 0.5em;">
45 <div id="projectname">
46 &#160;<span id="projectnumber">20.02</span>
47 </div>
48 </td>
49 </tr>
50 </tbody>
51</table>
52</div>
53<!-- end header part -->
54<!-- Generated by Doxygen 1.8.13 -->
55<script type="text/javascript">
56var searchBox = new SearchBox("searchBox", "search",false,'Search');
57</script>
58<script type="text/javascript" src="menudata.js"></script>
59<script type="text/javascript" src="menu.js"></script>
60<script type="text/javascript">
61$(function() {
62 initMenu('',true,false,'search.php','Search');
63 $(document).ready(function() { init_search(); });
64});
65</script>
66<div id="main-nav"></div>
67</div><!-- top -->
68<div id="side-nav" class="ui-resizable side-nav-resizable">
69 <div id="nav-tree">
70 <div id="nav-tree-contents">
71 <div id="nav-sync" class="sync"></div>
72 </div>
73 </div>
74 <div id="splitbar" style="-moz-user-select:none;"
75 class="ui-resizable-handle">
76 </div>
77</div>
78<script type="text/javascript">
79$(document).ready(function(){initNavTree('_quantization_data_set_tests_8cpp.xhtml','');});
80</script>
81<div id="doc-content">
82<!-- window showing the filter options -->
83<div id="MSearchSelectWindow"
84 onmouseover="return searchBox.OnSearchSelectShow()"
85 onmouseout="return searchBox.OnSearchSelectHide()"
86 onkeydown="return searchBox.OnSearchSelectKey(event)">
87</div>
88
89<!-- iframe showing the search results (closed by default) -->
90<div id="MSearchResultsWindow">
91<iframe src="javascript:void(0)" frameborder="0"
92 name="MSearchResults" id="MSearchResults">
93</iframe>
94</div>
95
96<div class="header">
97 <div class="summary">
98<a href="#define-members">Macros</a> &#124;
99<a href="#func-members">Functions</a> </div>
100 <div class="headertitle">
101<div class="title">QuantizationDataSetTests.cpp File Reference</div> </div>
102</div><!--header-->
103<div class="contents">
104<div class="textblock"><code>#include &lt;boost/test/unit_test.hpp&gt;</code><br />
105<code>#include &quot;<a class="el" href="_quantization_data_set_8hpp_source.xhtml">../QuantizationDataSet.hpp</a>&quot;</code><br />
106<code>#include &lt;iostream&gt;</code><br />
107<code>#include &lt;fstream&gt;</code><br />
108<code>#include &lt;vector&gt;</code><br />
109<code>#include &lt;map&gt;</code><br />
110<code>#include &lt;boost/filesystem/operations.hpp&gt;</code><br />
111<code>#include &lt;boost/filesystem/fstream.hpp&gt;</code><br />
112<code>#include &lt;boost/filesystem/path.hpp&gt;</code><br />
113<code>#include &lt;boost/optional/optional.hpp&gt;</code><br />
114</div>
115<p><a href="_quantization_data_set_tests_8cpp_source.xhtml">Go to the source code of this file.</a></p>
116<table class="memberdecls">
117<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="define-members"></a>
118Macros</h2></td></tr>
119<tr class="memitem:a3f662379b0269b73ca7edd271a7a9bfc"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="_quantization_data_set_tests_8cpp.xhtml#a3f662379b0269b73ca7edd271a7a9bfc">BOOST_FILESYSTEM_NO_DEPRECATED</a></td></tr>
120<tr class="separator:a3f662379b0269b73ca7edd271a7a9bfc"><td class="memSeparator" colspan="2">&#160;</td></tr>
121</table><table class="memberdecls">
122<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="func-members"></a>
123Functions</h2></td></tr>
124<tr class="memitem:aafab10e950eee34163e7f86aacc668fd"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="_quantization_data_set_tests_8cpp.xhtml#aafab10e950eee34163e7f86aacc668fd">BOOST_FIXTURE_TEST_CASE</a> (CheckDataSet, CsvTestHelper)</td></tr>
125<tr class="separator:aafab10e950eee34163e7f86aacc668fd"><td class="memSeparator" colspan="2">&#160;</td></tr>
126<tr class="memitem:af7f71af5c6c124222dd1c42c5df892f4"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="_quantization_data_set_tests_8cpp.xhtml#af7f71af5c6c124222dd1c42c5df892f4">BOOST_AUTO_TEST_SUITE_END</a> ()</td></tr>
127<tr class="separator:af7f71af5c6c124222dd1c42c5df892f4"><td class="memSeparator" colspan="2">&#160;</td></tr>
128</table>
129<h2 class="groupheader">Macro Definition Documentation</h2>
130<a id="a3f662379b0269b73ca7edd271a7a9bfc"></a>
131<h2 class="memtitle"><span class="permalink"><a href="#a3f662379b0269b73ca7edd271a7a9bfc">&#9670;&nbsp;</a></span>BOOST_FILESYSTEM_NO_DEPRECATED</h2>
132
133<div class="memitem">
134<div class="memproto">
135 <table class="memname">
136 <tr>
137 <td class="memname">#define BOOST_FILESYSTEM_NO_DEPRECATED</td>
138 </tr>
139 </table>
140</div><div class="memdoc">
141
142<p class="definition">Definition at line <a class="el" href="_quantization_data_set_tests_8cpp_source.xhtml#l00014">14</a> of file <a class="el" href="_quantization_data_set_tests_8cpp_source.xhtml">QuantizationDataSetTests.cpp</a>.</p>
143
144</div>
145</div>
146<h2 class="groupheader">Function Documentation</h2>
147<a id="af7f71af5c6c124222dd1c42c5df892f4"></a>
148<h2 class="memtitle"><span class="permalink"><a href="#af7f71af5c6c124222dd1c42c5df892f4">&#9670;&nbsp;</a></span>BOOST_AUTO_TEST_SUITE_END()</h2>
149
150<div class="memitem">
151<div class="memproto">
152 <table class="memname">
153 <tr>
154 <td class="memname">BOOST_AUTO_TEST_SUITE_END </td>
155 <td>(</td>
156 <td class="paramname"></td><td>)</td>
157 <td></td>
158 </tr>
159 </table>
160</div><div class="memdoc">
161
162<p class="reference">Referenced by <a class="el" href="_quantization_data_set_tests_8cpp_source.xhtml#l00114">BOOST_FIXTURE_TEST_CASE()</a>.</p>
163
164</div>
165</div>
166<a id="aafab10e950eee34163e7f86aacc668fd"></a>
167<h2 class="memtitle"><span class="permalink"><a href="#aafab10e950eee34163e7f86aacc668fd">&#9670;&nbsp;</a></span>BOOST_FIXTURE_TEST_CASE()</h2>
168
169<div class="memitem">
170<div class="memproto">
171 <table class="memname">
172 <tr>
173 <td class="memname">BOOST_FIXTURE_TEST_CASE </td>
174 <td>(</td>
175 <td class="paramtype">CheckDataSet&#160;</td>
176 <td class="paramname">, </td>
177 </tr>
178 <tr>
179 <td class="paramkey"></td>
180 <td></td>
181 <td class="paramtype">CsvTestHelper&#160;</td>
182 <td class="paramname">&#160;</td>
183 </tr>
184 <tr>
185 <td></td>
186 <td>)</td>
187 <td></td><td></td>
188 </tr>
189 </table>
190</div><div class="memdoc">
191
192<p class="definition">Definition at line <a class="el" href="_quantization_data_set_tests_8cpp_source.xhtml#l00114">114</a> of file <a class="el" href="_quantization_data_set_tests_8cpp_source.xhtml">QuantizationDataSetTests.cpp</a>.</p>
193
194<p class="reference">References <a class="el" href="_quantization_data_set_tests_8cpp.xhtml#af7f71af5c6c124222dd1c42c5df892f4">BOOST_AUTO_TEST_SUITE_END()</a>, and <a class="el" href="_quantization_data_set_8hpp_source.xhtml#l00029">QuantizationDataSet::IsEmpty()</a>.</p>
195<div class="fragment"><div class="line"><a name="l00115"></a><span class="lineno"> 115</span>&#160;{</div><div class="line"><a name="l00116"></a><span class="lineno"> 116</span>&#160;</div><div class="line"><a name="l00117"></a><span class="lineno"> 117</span>&#160; std::map&lt;int, std::vector&lt;float&gt;&gt; csvData;</div><div class="line"><a name="l00118"></a><span class="lineno"> 118</span>&#160; csvData.insert(std::pair&lt;<span class="keywordtype">int</span>, std::vector&lt;float&gt;&gt;(0, { 0.111111f, 0.222222f, 0.333333f }));</div><div class="line"><a name="l00119"></a><span class="lineno"> 119</span>&#160; csvData.insert(std::pair&lt;<span class="keywordtype">int</span>, std::vector&lt;float&gt;&gt;(1, { 0.444444f, 0.555555f, 0.666666f }));</div><div class="line"><a name="l00120"></a><span class="lineno"> 120</span>&#160; csvData.insert(std::pair&lt;<span class="keywordtype">int</span>, std::vector&lt;float&gt;&gt;(2, { 0.777777f, 0.888888f, 0.999999f }));</div><div class="line"><a name="l00121"></a><span class="lineno"> 121</span>&#160;</div><div class="line"><a name="l00122"></a><span class="lineno"> 122</span>&#160; std::string myCsvFile = CsvTestHelper::CreateTempCsvFile(csvData);</div><div class="line"><a name="l00123"></a><span class="lineno"> 123</span>&#160; <a class="code" href="classarmnn_quantizer_1_1_quantization_data_set.xhtml">QuantizationDataSet</a> dataSet(myCsvFile);</div><div class="line"><a name="l00124"></a><span class="lineno"> 124</span>&#160; BOOST_TEST(!dataSet.IsEmpty());</div><div class="line"><a name="l00125"></a><span class="lineno"> 125</span>&#160;</div><div class="line"><a name="l00126"></a><span class="lineno"> 126</span>&#160; <span class="keywordtype">int</span> csvRow = 0;</div><div class="line"><a name="l00127"></a><span class="lineno"> 127</span>&#160; <span class="keywordflow">for</span>(<a class="code" href="classarmnn_quantizer_1_1_quantization_input.xhtml">armnnQuantizer::QuantizationInput</a> input : dataSet)</div><div class="line"><a name="l00128"></a><span class="lineno"> 128</span>&#160; {</div><div class="line"><a name="l00129"></a><span class="lineno"> 129</span>&#160; BOOST_TEST(input.GetPassId() == csvRow);</div><div class="line"><a name="l00130"></a><span class="lineno"> 130</span>&#160;</div><div class="line"><a name="l00131"></a><span class="lineno"> 131</span>&#160; BOOST_TEST(input.GetLayerBindingIds().size() == 1);</div><div class="line"><a name="l00132"></a><span class="lineno"> 132</span>&#160; BOOST_TEST(input.GetLayerBindingIds()[0] == 0);</div><div class="line"><a name="l00133"></a><span class="lineno"> 133</span>&#160; BOOST_TEST(input.GetDataForEntry(0).size() == 3);</div><div class="line"><a name="l00134"></a><span class="lineno"> 134</span>&#160;</div><div class="line"><a name="l00135"></a><span class="lineno"> 135</span>&#160; <span class="comment">// Check that QuantizationInput data for binding ID 0 corresponds to float values</span></div><div class="line"><a name="l00136"></a><span class="lineno"> 136</span>&#160; <span class="comment">// used for populating the CSV file using by QuantizationDataSet</span></div><div class="line"><a name="l00137"></a><span class="lineno"> 137</span>&#160; BOOST_TEST(input.GetDataForEntry(0).at(0) == csvData.at(csvRow).at(0));</div><div class="line"><a name="l00138"></a><span class="lineno"> 138</span>&#160; BOOST_TEST(input.GetDataForEntry(0).at(1) == csvData.at(csvRow).at(1));</div><div class="line"><a name="l00139"></a><span class="lineno"> 139</span>&#160; BOOST_TEST(input.GetDataForEntry(0).at(2) == csvData.at(csvRow).at(2));</div><div class="line"><a name="l00140"></a><span class="lineno"> 140</span>&#160; ++csvRow;</div><div class="line"><a name="l00141"></a><span class="lineno"> 141</span>&#160; }</div><div class="line"><a name="l00142"></a><span class="lineno"> 142</span>&#160;}</div><div class="ttc" id="classarmnn_quantizer_1_1_quantization_data_set_xhtml"><div class="ttname"><a href="classarmnn_quantizer_1_1_quantization_data_set.xhtml">armnnQuantizer::QuantizationDataSet</a></div><div class="ttdoc">QuantizationDataSet is a structure which is created after parsing a quantization CSV file...</div><div class="ttdef"><b>Definition:</b> <a href="_quantization_data_set_8hpp_source.xhtml#l00018">QuantizationDataSet.hpp:18</a></div></div>
196<div class="ttc" id="classarmnn_quantizer_1_1_quantization_input_xhtml"><div class="ttname"><a href="classarmnn_quantizer_1_1_quantization_input.xhtml">armnnQuantizer::QuantizationInput</a></div><div class="ttdoc">QuantizationInput for specific pass ID, can list a corresponding raw data file for each LayerBindingI...</div><div class="ttdef"><b>Definition:</b> <a href="_quantization_input_8hpp_source.xhtml#l00016">QuantizationInput.hpp:16</a></div></div>
197</div><!-- fragment -->
198</div>
199</div>
200</div><!-- contents -->
201</div><!-- doc-content -->
202<!-- start footer part -->
203<div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
204 <ul>
205 <li class="navelem"><a class="el" href="dir_68267d1309a1af8e8297ef4c3efbcdba.xhtml">src</a></li><li class="navelem"><a class="el" href="dir_0de8a5774692585e465aba8075a97653.xhtml">armnnQuantizer</a></li><li class="navelem"><a class="el" href="dir_3709aa41a3b61b199034060afb4293ad.xhtml">test</a></li><li class="navelem"><a class="el" href="_quantization_data_set_tests_8cpp.xhtml">QuantizationDataSetTests.cpp</a></li>
206 <li class="footer">Generated on Fri Mar 13 2020 16:09:14 for ArmNN by
207 <a href="http://www.doxygen.org/index.html">
208 <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.13 </li>
209 </ul>
210</div>
211</body>
212</html>