diff options
author | James Ward <james.ward@arm.com> | 2020-11-26 11:08:12 +0000 |
---|---|---|
committer | Colm Donelan <colm.donelan@arm.com> | 2020-11-26 14:39:49 +0000 |
commit | fb14ebbd68e04876809145296af96f6f41857418 (patch) | |
tree | 7eacc90dd6c79f3a6eae6e3c7b04d3a04161c794 /20.11/_quantization_data_set_8cpp_source.xhtml | |
parent | 4840dfb7543d66652dc11c5ff39c8f5c1e2f9370 (diff) | |
download | armnn-fb14ebbd68e04876809145296af96f6f41857418.tar.gz |
IVGCVSW-5348 Update Doxygen Docu
* Update Doxygen Documentation for 20.11 release
Signed-off-by: James Ward <james.ward@arm.com>
Change-Id: Ib47edac7923a642a277b1169d1085e5622021dc0
Diffstat (limited to '20.11/_quantization_data_set_8cpp_source.xhtml')
-rw-r--r-- | 20.11/_quantization_data_set_8cpp_source.xhtml | 138 |
1 files changed, 138 insertions, 0 deletions
diff --git a/20.11/_quantization_data_set_8cpp_source.xhtml b/20.11/_quantization_data_set_8cpp_source.xhtml new file mode 100644 index 0000000000..9416a325ba --- /dev/null +++ b/20.11/_quantization_data_set_8cpp_source.xhtml @@ -0,0 +1,138 @@ +<!-- Copyright (c) 2020 ARM Limited. --> +<!-- --> +<!-- SPDX-License-Identifier: MIT --> +<!-- --> +<!-- HTML header for doxygen 1.8.13--> +<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd"> +<html xmlns="http://www.w3.org/1999/xhtml"> +<head> +<meta http-equiv="Content-Type" content="text/xhtml;charset=UTF-8"/> +<meta http-equiv="X-UA-Compatible" content="IE=9"/> +<meta name="generator" content="Doxygen 1.8.13"/> +<meta name="robots" content="NOINDEX, NOFOLLOW" /> +<meta name="viewport" content="width=device-width, initial-scale=1"/> +<title>ArmNN: src/armnnQuantizer/QuantizationDataSet.cpp Source File</title> +<link href="tabs.css" rel="stylesheet" type="text/css"/> +<script type="text/javascript" src="jquery.js"></script> +<script type="text/javascript" src="dynsections.js"></script> +<link href="navtree.css" rel="stylesheet" type="text/css"/> +<script type="text/javascript" src="resize.js"></script> +<script type="text/javascript" src="navtreedata.js"></script> +<script type="text/javascript" src="navtree.js"></script> +<script type="text/javascript"> + $(document).ready(initResizable); +</script> +<link href="search/search.css" rel="stylesheet" type="text/css"/> +<script type="text/javascript" src="search/searchdata.js"></script> +<script type="text/javascript" src="search/search.js"></script> +<script type="text/x-mathjax-config"> + MathJax.Hub.Config({ + extensions: ["tex2jax.js"], + jax: ["input/TeX","output/HTML-CSS"], +}); +</script><script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js"></script> +<link href="doxygen.css" rel="stylesheet" type="text/css" /> +<link href="stylesheet.css" rel="stylesheet" type="text/css"/> +</head> +<body> +<div id="top"><!-- do not remove this div, it is closed by doxygen! --> +<div id="titlearea"> +<table cellspacing="0" cellpadding="0"> + <tbody> + <tr style="height: 56px;"> + <img alt="ArmNN" src="Arm_NN_horizontal_blue.png" style="max-width: 10rem; margin-top: .5rem; margin-left 10px"/> + <td style="padding-left: 0.5em;"> + <div id="projectname"> +  <span id="projectnumber">20.11</span> + </div> + </td> + </tr> + </tbody> +</table> +</div> +<!-- end header part --> +<!-- Generated by Doxygen 1.8.13 --> +<script type="text/javascript"> +var searchBox = new SearchBox("searchBox", "search",false,'Search'); +</script> +<script type="text/javascript" src="menudata.js"></script> +<script type="text/javascript" src="menu.js"></script> +<script type="text/javascript"> +$(function() { + initMenu('',true,false,'search.php','Search'); + $(document).ready(function() { init_search(); }); +}); +</script> +<div id="main-nav"></div> +</div><!-- top --> +<div id="side-nav" class="ui-resizable side-nav-resizable"> + <div id="nav-tree"> + <div id="nav-tree-contents"> + <div id="nav-sync" class="sync"></div> + </div> + </div> + <div id="splitbar" style="-moz-user-select:none;" + class="ui-resizable-handle"> + </div> +</div> +<script type="text/javascript"> +$(document).ready(function(){initNavTree('_quantization_data_set_8cpp_source.xhtml','');}); +</script> +<div id="doc-content"> +<!-- window showing the filter options --> +<div id="MSearchSelectWindow" + onmouseover="return searchBox.OnSearchSelectShow()" + onmouseout="return searchBox.OnSearchSelectHide()" + onkeydown="return searchBox.OnSearchSelectKey(event)"> +</div> + +<!-- iframe showing the search results (closed by default) --> +<div id="MSearchResultsWindow"> +<iframe src="javascript:void(0)" frameborder="0" + name="MSearchResults" id="MSearchResults"> +</iframe> +</div> + +<div class="header"> + <div class="headertitle"> +<div class="title">QuantizationDataSet.cpp</div> </div> +</div><!--header--> +<div class="contents"> +<a href="_quantization_data_set_8cpp.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 © 2017 Arm Ltd. All rights reserved.</span></div><div class="line"><a name="l00003"></a><span class="lineno"> 3</span> <span class="comment">// SPDX-License-Identifier: MIT</span></div><div class="line"><a name="l00004"></a><span class="lineno"> 4</span> <span class="comment">//</span></div><div class="line"><a name="l00005"></a><span class="lineno"> 5</span> </div><div class="line"><a name="l00006"></a><span class="lineno"> 6</span> <span class="preprocessor">#include "<a class="code" href="_quantization_data_set_8hpp.xhtml">QuantizationDataSet.hpp</a>"</span></div><div class="line"><a name="l00007"></a><span class="lineno"> 7</span> </div><div class="line"><a name="l00008"></a><span class="lineno"> 8</span> <span class="preprocessor">#include <fmt/format.h></span></div><div class="line"><a name="l00009"></a><span class="lineno"> 9</span> </div><div class="line"><a name="l00010"></a><span class="lineno"> 10</span> <span class="preprocessor">#include <<a class="code" href="_string_utils_8hpp.xhtml">armnn/utility/StringUtils.hpp</a>></span></div><div class="line"><a name="l00011"></a><span class="lineno"> 11</span> <span class="preprocessor">#include <<a class="code" href="_ignore_unused_8hpp.xhtml">armnn/utility/IgnoreUnused.hpp</a>></span></div><div class="line"><a name="l00012"></a><span class="lineno"> 12</span> <span class="preprocessor">#include <<a class="code" href="_filesystem_8hpp.xhtml">Filesystem.hpp</a>></span></div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span> </div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span> <span class="keyword">namespace </span><a class="code" href="namespacearmnn_quantizer.xhtml">armnnQuantizer</a></div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span> {</div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span> </div><div class="line"><a name="l00017"></a><span class="lineno"><a class="line" href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#abde793a2b4d01d22940ea8a2d49958fa"> 17</a></span> <a class="code" href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#abde793a2b4d01d22940ea8a2d49958fa">QuantizationDataSet::QuantizationDataSet</a>()</div><div class="line"><a name="l00018"></a><span class="lineno"> 18</span> {</div><div class="line"><a name="l00019"></a><span class="lineno"> 19</span> }</div><div class="line"><a name="l00020"></a><span class="lineno"> 20</span> </div><div class="line"><a name="l00021"></a><span class="lineno"><a class="line" href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#a4d38375d9df5fb0b69ee71bc03797f6f"> 21</a></span> <a class="code" href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#abde793a2b4d01d22940ea8a2d49958fa">QuantizationDataSet::QuantizationDataSet</a>(<span class="keyword">const</span> std::string csvFilePath):</div><div class="line"><a name="l00022"></a><span class="lineno"> 22</span>  m_QuantizationInputs(),</div><div class="line"><a name="l00023"></a><span class="lineno"> 23</span>  m_CsvFilePath(csvFilePath)</div><div class="line"><a name="l00024"></a><span class="lineno"> 24</span> {</div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span>  ParseCsvFile();</div><div class="line"><a name="l00026"></a><span class="lineno"> 26</span> }</div><div class="line"><a name="l00027"></a><span class="lineno"> 27</span> </div><div class="line"><a name="l00028"></a><span class="lineno"><a class="line" href="namespacearmnn_quantizer.xhtml#ab8e5898c3b39c2d3c1dda16b157d519d"> 28</a></span> <span class="keywordtype">void</span> <a class="code" href="namespacearmnn_quantizer.xhtml#ab8e5898c3b39c2d3c1dda16b157d519d">AddInputData</a>(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> passId,</div><div class="line"><a name="l00029"></a><span class="lineno"> 29</span>  <a class="code" href="namespacearmnn.xhtml#ab8cf8f9fb6792e654c2d8d8382f6f01b">armnn::LayerBindingId</a> bindingId,</div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span>  <span class="keyword">const</span> std::string& inputFilePath,</div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span>  std::map<unsigned int, QuantizationInput>& passIdToQuantizationInput)</div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span> {</div><div class="line"><a name="l00033"></a><span class="lineno"> 33</span>  <span class="keyword">auto</span> <a class="code" href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#a4aa8b89889236eb6ba7220442909c5b5">iterator</a> = passIdToQuantizationInput.find(passId);</div><div class="line"><a name="l00034"></a><span class="lineno"> 34</span>  <span class="keywordflow">if</span> (<a class="code" href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#a4aa8b89889236eb6ba7220442909c5b5">iterator</a> == passIdToQuantizationInput.end())</div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span>  {</div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span>  <a class="code" href="classarmnn_quantizer_1_1_quantization_input.xhtml">QuantizationInput</a> input(passId, bindingId, inputFilePath);</div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span>  passIdToQuantizationInput.emplace(passId, input);</div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span>  }</div><div class="line"><a name="l00039"></a><span class="lineno"> 39</span>  <span class="keywordflow">else</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"> 41</span>  <span class="keyword">auto</span> existingQuantizationInput = <a class="code" href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#a4aa8b89889236eb6ba7220442909c5b5">iterator</a>->second;</div><div class="line"><a name="l00042"></a><span class="lineno"> 42</span>  existingQuantizationInput.AddEntry(bindingId, inputFilePath);</div><div class="line"><a name="l00043"></a><span class="lineno"> 43</span>  }</div><div class="line"><a name="l00044"></a><span class="lineno"> 44</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="classarmnn_quantizer_1_1_quantization_data_set.xhtml#a26bb8e70d7f0597b67e61856e94156c5"> 46</a></span> <a class="code" href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#a26bb8e70d7f0597b67e61856e94156c5">QuantizationDataSet::~QuantizationDataSet</a>()</div><div class="line"><a name="l00047"></a><span class="lineno"> 47</span> {</div><div class="line"><a name="l00048"></a><span class="lineno"> 48</span> }</div><div class="line"><a name="l00049"></a><span class="lineno"> 49</span> </div><div class="line"><a name="l00050"></a><span class="lineno"><a class="line" href="classarmnn_quantizer_1_1_input_layer_visitor.xhtml#a0153ae82bec6d8b2e383d99faab51661"> 50</a></span> <span class="keywordtype">void</span> <a class="code" href="classarmnn_quantizer_1_1_input_layer_visitor.xhtml#a0153ae82bec6d8b2e383d99faab51661">InputLayerVisitor::VisitInputLayer</a>(<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml">armnn::IConnectableLayer</a>* layer,</div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span>  <a class="code" href="namespacearmnn.xhtml#ab8cf8f9fb6792e654c2d8d8382f6f01b">armnn::LayerBindingId</a> <span class="keywordtype">id</span>,</div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span>  <span class="keyword">const</span> <span class="keywordtype">char</span>* name)</div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span> {</div><div class="line"><a name="l00054"></a><span class="lineno"> 54</span>  <a class="code" href="namespacearmnn.xhtml#a44affeeb090c3c6a3062830562672e84">armnn::IgnoreUnused</a>(name);</div><div class="line"><a name="l00055"></a><span class="lineno"> 55</span>  m_TensorInfos.emplace(<span class="keywordtype">id</span>, layer-><a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml#a80ac4eda2e7f2757ec9dd96fc96dbd16">GetOutputSlot</a>(0).<a class="code" href="classarmnn_1_1_i_output_slot.xhtml#a9943775a364fc4ab53b85ac88f311886">GetTensorInfo</a>());</div><div class="line"><a name="l00056"></a><span class="lineno"> 56</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="classarmnn_quantizer_1_1_input_layer_visitor.xhtml#a92c60f374eb3e8a6cdbce39cb57c1db4"> 58</a></span> <a class="code" href="classarmnn_1_1_tensor_info.xhtml">armnn::TensorInfo</a> <a class="code" href="classarmnn_quantizer_1_1_input_layer_visitor.xhtml#a92c60f374eb3e8a6cdbce39cb57c1db4">InputLayerVisitor::GetTensorInfo</a>(<a class="code" href="namespacearmnn.xhtml#ab8cf8f9fb6792e654c2d8d8382f6f01b">armnn::LayerBindingId</a> layerBindingId)</div><div class="line"><a name="l00059"></a><span class="lineno"> 59</span> {</div><div class="line"><a name="l00060"></a><span class="lineno"> 60</span>  <span class="keyword">auto</span> <a class="code" href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#a4aa8b89889236eb6ba7220442909c5b5">iterator</a> = m_TensorInfos.find(layerBindingId);</div><div class="line"><a name="l00061"></a><span class="lineno"> 61</span>  <span class="keywordflow">if</span> (<a class="code" href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#a4aa8b89889236eb6ba7220442909c5b5">iterator</a> != m_TensorInfos.end())</div><div class="line"><a name="l00062"></a><span class="lineno"> 62</span>  {</div><div class="line"><a name="l00063"></a><span class="lineno"> 63</span>  <span class="keywordflow">return</span> m_TensorInfos.at(layerBindingId);</div><div class="line"><a name="l00064"></a><span class="lineno"> 64</span>  }</div><div class="line"><a name="l00065"></a><span class="lineno"> 65</span>  <span class="keywordflow">else</span></div><div class="line"><a name="l00066"></a><span class="lineno"> 66</span>  {</div><div class="line"><a name="l00067"></a><span class="lineno"> 67</span>  <span class="keywordflow">throw</span> <a class="code" href="classarmnn_1_1_exception.xhtml">armnn::Exception</a>(<span class="stringliteral">"Could not retrieve tensor info for binding ID "</span> + std::to_string(layerBindingId));</div><div class="line"><a name="l00068"></a><span class="lineno"> 68</span>  }</div><div class="line"><a name="l00069"></a><span class="lineno"> 69</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"> 71</span> </div><div class="line"><a name="l00072"></a><span class="lineno"><a class="line" href="namespacearmnn_quantizer.xhtml#a99c0e54acc977e7c0a06c99bc22674ce"> 72</a></span> <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> <a class="code" href="namespacearmnn_quantizer.xhtml#a99c0e54acc977e7c0a06c99bc22674ce">GetPassIdFromCsvRow</a>(std::vector<std::string> tokens, <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> lineIndex)</div><div class="line"><a name="l00073"></a><span class="lineno"> 73</span> {</div><div class="line"><a name="l00074"></a><span class="lineno"> 74</span>  <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> passId;</div><div class="line"><a name="l00075"></a><span class="lineno"> 75</span>  <span class="keywordflow">try</span></div><div class="line"><a name="l00076"></a><span class="lineno"> 76</span>  {</div><div class="line"><a name="l00077"></a><span class="lineno"> 77</span>  passId = <span class="keyword">static_cast<</span><span class="keywordtype">unsigned</span> <span class="keywordtype">int</span><span class="keyword">></span>(std::stoi(tokens[0]));</div><div class="line"><a name="l00078"></a><span class="lineno"> 78</span>  }</div><div class="line"><a name="l00079"></a><span class="lineno"> 79</span>  <span class="keywordflow">catch</span> (<span class="keyword">const</span> std::invalid_argument&)</div><div class="line"><a name="l00080"></a><span class="lineno"> 80</span>  {</div><div class="line"><a name="l00081"></a><span class="lineno"> 81</span>  <span class="keywordflow">throw</span> <a class="code" href="classarmnn_1_1_parse_exception.xhtml">armnn::ParseException</a>(fmt::format(<span class="stringliteral">"Pass ID [{}] is not correct format on CSV row {}"</span>,</div><div class="line"><a name="l00082"></a><span class="lineno"> 82</span>  tokens[0], lineIndex));</div><div class="line"><a name="l00083"></a><span class="lineno"> 83</span>  }</div><div class="line"><a name="l00084"></a><span class="lineno"> 84</span>  <span class="keywordflow">return</span> passId;</div><div class="line"><a name="l00085"></a><span class="lineno"> 85</span> }</div><div class="line"><a name="l00086"></a><span class="lineno"> 86</span> </div><div class="line"><a name="l00087"></a><span class="lineno"><a class="line" href="namespacearmnn_quantizer.xhtml#aa23e2b87263686b68dcf93197a58eaad"> 87</a></span> <a class="code" href="namespacearmnn.xhtml#ab8cf8f9fb6792e654c2d8d8382f6f01b">armnn::LayerBindingId</a> <a class="code" href="namespacearmnn_quantizer.xhtml#aa23e2b87263686b68dcf93197a58eaad">GetBindingIdFromCsvRow</a>(std::vector<std::string> tokens, <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> lineIndex)</div><div class="line"><a name="l00088"></a><span class="lineno"> 88</span> {</div><div class="line"><a name="l00089"></a><span class="lineno"> 89</span>  <a class="code" href="namespacearmnn.xhtml#ab8cf8f9fb6792e654c2d8d8382f6f01b">armnn::LayerBindingId</a> bindingId;</div><div class="line"><a name="l00090"></a><span class="lineno"> 90</span>  <span class="keywordflow">try</span></div><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>  bindingId = std::stoi(tokens[1]);</div><div class="line"><a name="l00093"></a><span class="lineno"> 93</span>  }</div><div class="line"><a name="l00094"></a><span class="lineno"> 94</span>  <span class="keywordflow">catch</span> (<span class="keyword">const</span> std::invalid_argument&)</div><div class="line"><a name="l00095"></a><span class="lineno"> 95</span>  {</div><div class="line"><a name="l00096"></a><span class="lineno"> 96</span>  <span class="keywordflow">throw</span> <a class="code" href="classarmnn_1_1_parse_exception.xhtml">armnn::ParseException</a>(fmt::format(<span class="stringliteral">"Binding ID [{}] is not correct format on CSV row {}"</span>,</div><div class="line"><a name="l00097"></a><span class="lineno"> 97</span>  tokens[1], lineIndex));</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="keywordflow">return</span> bindingId;</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> </div><div class="line"><a name="l00102"></a><span class="lineno"><a class="line" href="namespacearmnn_quantizer.xhtml#ad6177e03abd9f435ed544709eb97ed33"> 102</a></span> std::string <a class="code" href="namespacearmnn_quantizer.xhtml#ad6177e03abd9f435ed544709eb97ed33">GetFileNameFromCsvRow</a>(std::vector<std::string> tokens, <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> lineIndex)</div><div class="line"><a name="l00103"></a><span class="lineno"> 103</span> {</div><div class="line"><a name="l00104"></a><span class="lineno"> 104</span>  std::string fileName = <a class="code" href="namespacearmnn_1_1string_utils.xhtml#acdeebefc9791d026eeb564f373479510">armnn::stringUtils::StringTrim</a>(tokens[2]);</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="keywordflow">if</span> (!fs::exists(fileName))</div><div class="line"><a name="l00107"></a><span class="lineno"> 107</span>  {</div><div class="line"><a name="l00108"></a><span class="lineno"> 108</span>  <span class="keywordflow">throw</span> <a class="code" href="classarmnn_1_1_parse_exception.xhtml">armnn::ParseException</a>(fmt::format(<span class="stringliteral">"File [{}] provided on CSV row {} does not exist."</span>,</div><div class="line"><a name="l00109"></a><span class="lineno"> 109</span>  fileName, lineIndex));</div><div class="line"><a name="l00110"></a><span class="lineno"> 110</span>  }</div><div class="line"><a name="l00111"></a><span class="lineno"> 111</span> </div><div class="line"><a name="l00112"></a><span class="lineno"> 112</span>  <span class="keywordflow">if</span> (fileName.empty())</div><div class="line"><a name="l00113"></a><span class="lineno"> 113</span>  {</div><div class="line"><a name="l00114"></a><span class="lineno"> 114</span>  <span class="keywordflow">throw</span> <a class="code" href="classarmnn_1_1_parse_exception.xhtml">armnn::ParseException</a>(fmt::format(<span class="stringliteral">"Filename cannot be empty on CSV row {} "</span>, lineIndex));</div><div class="line"><a name="l00115"></a><span class="lineno"> 115</span>  }</div><div class="line"><a name="l00116"></a><span class="lineno"> 116</span>  <span class="keywordflow">return</span> fileName;</div><div class="line"><a name="l00117"></a><span class="lineno"> 117</span> }</div><div class="line"><a name="l00118"></a><span class="lineno"> 118</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"> 120</span> <span class="keywordtype">void</span> QuantizationDataSet::ParseCsvFile()</div><div class="line"><a name="l00121"></a><span class="lineno"> 121</span> {</div><div class="line"><a name="l00122"></a><span class="lineno"> 122</span>  std::map<unsigned int, QuantizationInput> passIdToQuantizationInput;</div><div class="line"><a name="l00123"></a><span class="lineno"> 123</span> </div><div class="line"><a name="l00124"></a><span class="lineno"> 124</span>  <span class="keywordflow">if</span> (m_CsvFilePath == <span class="stringliteral">""</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"> 126</span>  <span class="keywordflow">throw</span> <a class="code" href="classarmnn_1_1_exception.xhtml">armnn::Exception</a>(<span class="stringliteral">"CSV file not specified."</span>);</div><div class="line"><a name="l00127"></a><span class="lineno"> 127</span>  }</div><div class="line"><a name="l00128"></a><span class="lineno"> 128</span> </div><div class="line"><a name="l00129"></a><span class="lineno"> 129</span>  std::ifstream inf (m_CsvFilePath.c_str());</div><div class="line"><a name="l00130"></a><span class="lineno"> 130</span>  std::string line;</div><div class="line"><a name="l00131"></a><span class="lineno"> 131</span>  std::vector<std::string> tokens;</div><div class="line"><a name="l00132"></a><span class="lineno"> 132</span>  <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> lineIndex = 0;</div><div class="line"><a name="l00133"></a><span class="lineno"> 133</span> </div><div class="line"><a name="l00134"></a><span class="lineno"> 134</span>  <span class="keywordflow">if</span> (!inf)</div><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>  <span class="keywordflow">throw</span> <a class="code" href="classarmnn_1_1_exception.xhtml">armnn::Exception</a>(fmt::format(<span class="stringliteral">"CSV file {} not found."</span>, m_CsvFilePath));</div><div class="line"><a name="l00137"></a><span class="lineno"> 137</span>  }</div><div class="line"><a name="l00138"></a><span class="lineno"> 138</span> </div><div class="line"><a name="l00139"></a><span class="lineno"> 139</span>  <span class="keywordflow">while</span> (getline(inf, line))</div><div class="line"><a name="l00140"></a><span class="lineno"> 140</span>  {</div><div class="line"><a name="l00141"></a><span class="lineno"> 141</span>  tokens = <a class="code" href="namespacearmnn_1_1string_utils.xhtml#a25545ea8edf6a26c00077b01294beac5">armnn::stringUtils::StringTokenizer</a>(line, <span class="stringliteral">","</span>);</div><div class="line"><a name="l00142"></a><span class="lineno"> 142</span> </div><div class="line"><a name="l00143"></a><span class="lineno"> 143</span>  <span class="keywordflow">if</span> (tokens.size() != 3)</div><div class="line"><a name="l00144"></a><span class="lineno"> 144</span>  {</div><div class="line"><a name="l00145"></a><span class="lineno"> 145</span>  <span class="keywordflow">throw</span> <a class="code" href="classarmnn_1_1_exception.xhtml">armnn::Exception</a>(fmt::format(<span class="stringliteral">"CSV file [{}] does not have correct number of entries"</span> \</div><div class="line"><a name="l00146"></a><span class="lineno"> 146</span>  <span class="stringliteral">"on line {}. Expected 3 entries but was {}."</span>,</div><div class="line"><a name="l00147"></a><span class="lineno"> 147</span>  m_CsvFilePath, lineIndex, tokens.size()));</div><div class="line"><a name="l00148"></a><span class="lineno"> 148</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"> 150</span> </div><div class="line"><a name="l00151"></a><span class="lineno"> 151</span>  <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> passId = <a class="code" href="namespacearmnn_quantizer.xhtml#a99c0e54acc977e7c0a06c99bc22674ce">GetPassIdFromCsvRow</a>(tokens, lineIndex);</div><div class="line"><a name="l00152"></a><span class="lineno"> 152</span>  <a class="code" href="namespacearmnn.xhtml#ab8cf8f9fb6792e654c2d8d8382f6f01b">armnn::LayerBindingId</a> bindingId = <a class="code" href="namespacearmnn_quantizer.xhtml#aa23e2b87263686b68dcf93197a58eaad">GetBindingIdFromCsvRow</a>(tokens, lineIndex);</div><div class="line"><a name="l00153"></a><span class="lineno"> 153</span>  std::string rawFileName = <a class="code" href="namespacearmnn_quantizer.xhtml#ad6177e03abd9f435ed544709eb97ed33">GetFileNameFromCsvRow</a>(tokens, lineIndex);</div><div class="line"><a name="l00154"></a><span class="lineno"> 154</span> </div><div class="line"><a name="l00155"></a><span class="lineno"> 155</span>  <a class="code" href="namespacearmnn_quantizer.xhtml#ab8e5898c3b39c2d3c1dda16b157d519d">AddInputData</a>(passId, bindingId, rawFileName, passIdToQuantizationInput);</div><div class="line"><a name="l00156"></a><span class="lineno"> 156</span> </div><div class="line"><a name="l00157"></a><span class="lineno"> 157</span>  ++lineIndex;</div><div class="line"><a name="l00158"></a><span class="lineno"> 158</span>  }</div><div class="line"><a name="l00159"></a><span class="lineno"> 159</span> </div><div class="line"><a name="l00160"></a><span class="lineno"> 160</span>  <span class="keywordflow">if</span> (passIdToQuantizationInput.empty())</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="keywordflow">throw</span> <a class="code" href="classarmnn_1_1_exception.xhtml">armnn::Exception</a>(<span class="stringliteral">"Could not parse CSV file."</span>);</div><div class="line"><a name="l00163"></a><span class="lineno"> 163</span>  }</div><div class="line"><a name="l00164"></a><span class="lineno"> 164</span> </div><div class="line"><a name="l00165"></a><span class="lineno"> 165</span>  <span class="comment">// Once all entries in CSV file are parsed successfully and QuantizationInput map is populated, populate</span></div><div class="line"><a name="l00166"></a><span class="lineno"> 166</span>  <span class="comment">// QuantizationInputs iterator for easier access and clear the map</span></div><div class="line"><a name="l00167"></a><span class="lineno"> 167</span>  <span class="keywordflow">for</span> (<span class="keyword">auto</span> itr = passIdToQuantizationInput.begin(); itr != passIdToQuantizationInput.end(); ++itr)</div><div class="line"><a name="l00168"></a><span class="lineno"> 168</span>  {</div><div class="line"><a name="l00169"></a><span class="lineno"> 169</span>  m_QuantizationInputs.emplace_back(itr->second);</div><div class="line"><a name="l00170"></a><span class="lineno"> 170</span>  }</div><div class="line"><a name="l00171"></a><span class="lineno"> 171</span> }</div><div class="line"><a name="l00172"></a><span class="lineno"> 172</span> </div><div class="line"><a name="l00173"></a><span class="lineno"> 173</span> }</div><div class="ttc" id="namespacearmnn_1_1string_utils_xhtml_a25545ea8edf6a26c00077b01294beac5"><div class="ttname"><a href="namespacearmnn_1_1string_utils.xhtml#a25545ea8edf6a26c00077b01294beac5">armnn::stringUtils::StringTokenizer</a></div><div class="ttdeci">std::vector< std::string > StringTokenizer(const std::string &str, const char *delimiters, bool tokenCompression=true)</div><div class="ttdoc">Function to take a string and a list of delimiters and split the string into tokens based on those de...</div><div class="ttdef"><b>Definition:</b> <a href="_string_utils_8hpp_source.xhtml#l00020">StringUtils.hpp:20</a></div></div> +<div class="ttc" id="namespacearmnn_quantizer_xhtml_ab8e5898c3b39c2d3c1dda16b157d519d"><div class="ttname"><a href="namespacearmnn_quantizer.xhtml#ab8e5898c3b39c2d3c1dda16b157d519d">armnnQuantizer::AddInputData</a></div><div class="ttdeci">void AddInputData(unsigned int passId, armnn::LayerBindingId bindingId, const std::string &inputFilePath, std::map< unsigned int, QuantizationInput > &passIdToQuantizationInput)</div><div class="ttdef"><b>Definition:</b> <a href="_quantization_data_set_8cpp_source.xhtml#l00028">QuantizationDataSet.cpp:28</a></div></div> +<div class="ttc" id="_ignore_unused_8hpp_xhtml"><div class="ttname"><a href="_ignore_unused_8hpp.xhtml">IgnoreUnused.hpp</a></div></div> +<div class="ttc" id="classarmnn_1_1_i_connectable_layer_xhtml"><div class="ttname"><a href="classarmnn_1_1_i_connectable_layer.xhtml">armnn::IConnectableLayer</a></div><div class="ttdoc">Interface for a layer that is connectable to other layers via InputSlots and OutputSlots. </div><div class="ttdef"><b>Definition:</b> <a href="_i_network_8hpp_source.xhtml#l00061">INetwork.hpp:61</a></div></div> +<div class="ttc" id="namespacearmnn_quantizer_xhtml_ad6177e03abd9f435ed544709eb97ed33"><div class="ttname"><a href="namespacearmnn_quantizer.xhtml#ad6177e03abd9f435ed544709eb97ed33">armnnQuantizer::GetFileNameFromCsvRow</a></div><div class="ttdeci">std::string GetFileNameFromCsvRow(std::vector< std::string > tokens, unsigned int lineIndex)</div><div class="ttdef"><b>Definition:</b> <a href="_quantization_data_set_8cpp_source.xhtml#l00102">QuantizationDataSet.cpp:102</a></div></div> +<div class="ttc" id="classarmnn_1_1_tensor_info_xhtml"><div class="ttname"><a href="classarmnn_1_1_tensor_info.xhtml">armnn::TensorInfo</a></div><div class="ttdef"><b>Definition:</b> <a href="_tensor_8hpp_source.xhtml#l00152">Tensor.hpp:152</a></div></div> +<div class="ttc" id="classarmnn_quantizer_1_1_input_layer_visitor_xhtml_a0153ae82bec6d8b2e383d99faab51661"><div class="ttname"><a href="classarmnn_quantizer_1_1_input_layer_visitor.xhtml#a0153ae82bec6d8b2e383d99faab51661">armnnQuantizer::InputLayerVisitor::VisitInputLayer</a></div><div class="ttdeci">void VisitInputLayer(const armnn::IConnectableLayer *layer, armnn::LayerBindingId id, const char *name)</div><div class="ttdoc">Function that an InputLayer should call back to when its Accept(ILayerVisitor&) function is invoked...</div><div class="ttdef"><b>Definition:</b> <a href="_quantization_data_set_8cpp_source.xhtml#l00050">QuantizationDataSet.cpp:50</a></div></div> +<div class="ttc" id="classarmnn_quantizer_1_1_quantization_data_set_xhtml_a4aa8b89889236eb6ba7220442909c5b5"><div class="ttname"><a href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#a4aa8b89889236eb6ba7220442909c5b5">armnnQuantizer::QuantizationDataSet::iterator</a></div><div class="ttdeci">QuantizationInputs::iterator iterator</div><div class="ttdef"><b>Definition:</b> <a href="_quantization_data_set_8hpp_source.xhtml#l00023">QuantizationDataSet.hpp:23</a></div></div> +<div class="ttc" id="namespacearmnn_quantizer_xhtml_aa23e2b87263686b68dcf93197a58eaad"><div class="ttname"><a href="namespacearmnn_quantizer.xhtml#aa23e2b87263686b68dcf93197a58eaad">armnnQuantizer::GetBindingIdFromCsvRow</a></div><div class="ttdeci">armnn::LayerBindingId GetBindingIdFromCsvRow(std::vector< std::string > tokens, unsigned int lineIndex)</div><div class="ttdef"><b>Definition:</b> <a href="_quantization_data_set_8cpp_source.xhtml#l00087">QuantizationDataSet.cpp:87</a></div></div> +<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> +<div class="ttc" id="namespacearmnn_xhtml_a44affeeb090c3c6a3062830562672e84"><div class="ttname"><a href="namespacearmnn.xhtml#a44affeeb090c3c6a3062830562672e84">armnn::IgnoreUnused</a></div><div class="ttdeci">void IgnoreUnused(Ts &&...)</div><div class="ttdef"><b>Definition:</b> <a href="_ignore_unused_8hpp_source.xhtml#l00014">IgnoreUnused.hpp:14</a></div></div> +<div class="ttc" id="_filesystem_8hpp_xhtml"><div class="ttname"><a href="_filesystem_8hpp.xhtml">Filesystem.hpp</a></div></div> +<div class="ttc" id="namespacearmnn_xhtml_ab8cf8f9fb6792e654c2d8d8382f6f01b"><div class="ttname"><a href="namespacearmnn.xhtml#ab8cf8f9fb6792e654c2d8d8382f6f01b">armnn::LayerBindingId</a></div><div class="ttdeci">int LayerBindingId</div><div class="ttdoc">Type of identifiers for bindable layers (inputs, outputs). </div><div class="ttdef"><b>Definition:</b> <a href="_types_8hpp_source.xhtml#l00202">Types.hpp:202</a></div></div> +<div class="ttc" id="_quantization_data_set_8hpp_xhtml"><div class="ttname"><a href="_quantization_data_set_8hpp.xhtml">QuantizationDataSet.hpp</a></div></div> +<div class="ttc" id="classarmnn_quantizer_1_1_input_layer_visitor_xhtml_a92c60f374eb3e8a6cdbce39cb57c1db4"><div class="ttname"><a href="classarmnn_quantizer_1_1_input_layer_visitor.xhtml#a92c60f374eb3e8a6cdbce39cb57c1db4">armnnQuantizer::InputLayerVisitor::GetTensorInfo</a></div><div class="ttdeci">armnn::TensorInfo GetTensorInfo(armnn::LayerBindingId)</div><div class="ttdef"><b>Definition:</b> <a href="_quantization_data_set_8cpp_source.xhtml#l00058">QuantizationDataSet.cpp:58</a></div></div> +<div class="ttc" id="namespacearmnn_quantizer_xhtml_a99c0e54acc977e7c0a06c99bc22674ce"><div class="ttname"><a href="namespacearmnn_quantizer.xhtml#a99c0e54acc977e7c0a06c99bc22674ce">armnnQuantizer::GetPassIdFromCsvRow</a></div><div class="ttdeci">unsigned int GetPassIdFromCsvRow(std::vector< std::string > tokens, unsigned int lineIndex)</div><div class="ttdef"><b>Definition:</b> <a href="_quantization_data_set_8cpp_source.xhtml#l00072">QuantizationDataSet.cpp:72</a></div></div> +<div class="ttc" id="namespacearmnn_quantizer_xhtml"><div class="ttname"><a href="namespacearmnn_quantizer.xhtml">armnnQuantizer</a></div><div class="ttdef"><b>Definition:</b> <a href="src_2armnn_quantizer_2_command_line_processor_8cpp_source.xhtml#l00011">CommandLineProcessor.cpp:11</a></div></div> +<div class="ttc" id="classarmnn_1_1_parse_exception_xhtml"><div class="ttname"><a href="classarmnn_1_1_parse_exception.xhtml">armnn::ParseException</a></div><div class="ttdef"><b>Definition:</b> <a href="_exceptions_8hpp_source.xhtml#l00092">Exceptions.hpp:92</a></div></div> +<div class="ttc" id="classarmnn_1_1_exception_xhtml"><div class="ttname"><a href="classarmnn_1_1_exception.xhtml">armnn::Exception</a></div><div class="ttdoc">Base class for all ArmNN exceptions so that users can filter to just those. </div><div class="ttdef"><b>Definition:</b> <a href="_exceptions_8hpp_source.xhtml#l00046">Exceptions.hpp:46</a></div></div> +<div class="ttc" id="_string_utils_8hpp_xhtml"><div class="ttname"><a href="_string_utils_8hpp.xhtml">StringUtils.hpp</a></div></div> +<div class="ttc" id="classarmnn_1_1_i_output_slot_xhtml_a9943775a364fc4ab53b85ac88f311886"><div class="ttname"><a href="classarmnn_1_1_i_output_slot.xhtml#a9943775a364fc4ab53b85ac88f311886">armnn::IOutputSlot::GetTensorInfo</a></div><div class="ttdeci">virtual const TensorInfo & GetTensorInfo() const =0</div></div> +<div class="ttc" id="classarmnn_1_1_i_connectable_layer_xhtml_a80ac4eda2e7f2757ec9dd96fc96dbd16"><div class="ttname"><a href="classarmnn_1_1_i_connectable_layer.xhtml#a80ac4eda2e7f2757ec9dd96fc96dbd16">armnn::IConnectableLayer::GetOutputSlot</a></div><div class="ttdeci">virtual const IOutputSlot & GetOutputSlot(unsigned int index) const =0</div><div class="ttdoc">Get the const output slot handle by slot index. </div></div> +<div class="ttc" id="classarmnn_quantizer_1_1_quantization_data_set_xhtml_a26bb8e70d7f0597b67e61856e94156c5"><div class="ttname"><a href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#a26bb8e70d7f0597b67e61856e94156c5">armnnQuantizer::QuantizationDataSet::~QuantizationDataSet</a></div><div class="ttdeci">~QuantizationDataSet()</div><div class="ttdef"><b>Definition:</b> <a href="_quantization_data_set_8cpp_source.xhtml#l00046">QuantizationDataSet.cpp:46</a></div></div> +<div class="ttc" id="namespacearmnn_1_1string_utils_xhtml_acdeebefc9791d026eeb564f373479510"><div class="ttname"><a href="namespacearmnn_1_1string_utils.xhtml#acdeebefc9791d026eeb564f373479510">armnn::stringUtils::StringTrim</a></div><div class="ttdeci">std::string & StringTrim(std::string &str, const std::string &chars="\\\")</div><div class="ttdoc">Trim from both the start and the end of a string. </div><div class="ttdef"><b>Definition:</b> <a href="_string_utils_8hpp_source.xhtml#l00077">StringUtils.hpp:77</a></div></div> +<div class="ttc" id="classarmnn_quantizer_1_1_quantization_data_set_xhtml_abde793a2b4d01d22940ea8a2d49958fa"><div class="ttname"><a href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#abde793a2b4d01d22940ea8a2d49958fa">armnnQuantizer::QuantizationDataSet::QuantizationDataSet</a></div><div class="ttdeci">QuantizationDataSet()</div><div class="ttdef"><b>Definition:</b> <a href="_quantization_data_set_8cpp_source.xhtml#l00017">QuantizationDataSet.cpp:17</a></div></div> +</div><!-- fragment --></div><!-- contents --> +</div><!-- doc-content --> +<!-- start footer part --> +<div id="nav-path" class="navpath"><!-- id is needed for treeview function! --> + <ul> + <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="_quantization_data_set_8cpp.xhtml">QuantizationDataSet.cpp</a></li> + <li class="footer">Generated on Thu Nov 26 2020 11:04:23 for ArmNN by + <a href="http://www.doxygen.org/index.html"> + <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.13 </li> + </ul> +</div> +</body> +</html> |