1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
|
<!-- 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/ArmNNQuantizerMain.cpp File Reference</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">21.02</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('_arm_n_n_quantizer_main_8cpp.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="summary">
<a href="#func-members">Functions</a> </div>
<div class="headertitle">
<div class="title">ArmNNQuantizerMain.cpp File Reference</div> </div>
</div><!--header-->
<div class="contents">
<div class="textblock"><code>#include "<a class="el" href="src_2armnn_quantizer_2_command_line_processor_8hpp_source.xhtml">CommandLineProcessor.hpp</a>"</code><br />
<code>#include <<a class="el" href="_i_deserializer_8hpp_source.xhtml">armnnDeserializer/IDeserializer.hpp</a>></code><br />
<code>#include <<a class="el" href="_i_network_quantizer_8hpp_source.xhtml">armnnQuantizer/INetworkQuantizer.hpp</a>></code><br />
<code>#include <<a class="el" href="_i_serializer_8hpp_source.xhtml">armnnSerializer/ISerializer.hpp</a>></code><br />
<code>#include "<a class="el" href="_quantization_data_set_8hpp_source.xhtml">QuantizationDataSet.hpp</a>"</code><br />
<code>#include "<a class="el" href="_quantization_input_8hpp_source.xhtml">QuantizationInput.hpp</a>"</code><br />
<code>#include <algorithm></code><br />
<code>#include <fstream></code><br />
<code>#include <iostream></code><br />
</div>
<p><a href="_arm_n_n_quantizer_main_8cpp_source.xhtml">Go to the source code of this file.</a></p>
<table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="func-members"></a>
Functions</h2></td></tr>
<tr class="memitem:a0ddf1224851353fc92bfbff6f499fa97"><td class="memItemLeft" align="right" valign="top">int </td><td class="memItemRight" valign="bottom"><a class="el" href="_arm_n_n_quantizer_main_8cpp.xhtml#a0ddf1224851353fc92bfbff6f499fa97">main</a> (int argc, char *argv[])</td></tr>
<tr class="separator:a0ddf1224851353fc92bfbff6f499fa97"><td class="memSeparator" colspan="2"> </td></tr>
</table>
<h2 class="groupheader">Function Documentation</h2>
<a id="a0ddf1224851353fc92bfbff6f499fa97"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a0ddf1224851353fc92bfbff6f499fa97">◆ </a></span>main()</h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">int main </td>
<td>(</td>
<td class="paramtype">int </td>
<td class="paramname"><em>argc</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">char * </td>
<td class="paramname"><em>argv</em>[] </td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
<p class="definition">Definition at line <a class="el" href="_arm_n_n_quantizer_main_8cpp_source.xhtml#l00017">17</a> of file <a class="el" href="_arm_n_n_quantizer_main_8cpp_source.xhtml">ArmNNQuantizerMain.cpp</a>.</p>
<p class="reference">References <a class="el" href="_serializer_8cpp_source.xhtml#l00036">ISerializer::Create()</a>, <a class="el" href="_deserializer_8cpp_source.xhtml#l00046">IDeserializer::Create()</a>, <a class="el" href="_network_quantizer_8cpp_source.xhtml#l00041">INetworkQuantizer::Create()</a>, <a class="el" href="_quantization_data_set_8cpp_source.xhtml#l00053">InputLayerStrategy::ExecuteStrategy()</a>, <a class="el" href="src_2armnn_quantizer_2_command_line_processor_8hpp_source.xhtml#l00030">CommandLineProcessor::GetInputFileName()</a>, <a class="el" href="src_2armnn_quantizer_2_command_line_processor_8hpp_source.xhtml#l00033">CommandLineProcessor::GetOutputDirectoryName()</a>, <a class="el" href="src_2armnn_quantizer_2_command_line_processor_8hpp_source.xhtml#l00034">CommandLineProcessor::GetOutputFileName()</a>, <a class="el" href="src_2armnn_quantizer_2_command_line_processor_8hpp_source.xhtml#l00036">CommandLineProcessor::GetQuantizationDataSet()</a>, <a class="el" href="src_2armnn_quantizer_2_command_line_processor_8hpp_source.xhtml#l00035">CommandLineProcessor::GetQuantizationScheme()</a>, <a class="el" href="_quantization_data_set_8cpp_source.xhtml#l00067">InputLayerStrategy::GetTensorInfo()</a>, <a class="el" href="src_2armnn_quantizer_2_command_line_processor_8hpp_source.xhtml#l00037">CommandLineProcessor::HasPreservedDataType()</a>, <a class="el" href="src_2armnn_quantizer_2_command_line_processor_8hpp_source.xhtml#l00038">CommandLineProcessor::HasQuantizationData()</a>, <a class="el" href="_quantization_data_set_8hpp_source.xhtml#l00029">QuantizationDataSet::IsEmpty()</a>, <a class="el" href="_i_network_quantizer_8hpp_source.xhtml#l00025">QuantizerOptions::m_ActivationFormat</a>, <a class="el" href="_i_network_quantizer_8hpp_source.xhtml#l00026">QuantizerOptions::m_PreserveType</a>, <a class="el" href="src_2armnn_quantizer_2_command_line_processor_8cpp_source.xhtml#l00084">CommandLineProcessor::ProcessCommandLine()</a>, <a class="el" href="namespacearmnn.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a9d02ea768c081d4bdb2b7cab0b3f510d">armnn::QAsymmS8</a>, <a class="el" href="namespacearmnn.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a0a3f57c876f5a230244c38e1453a8a6e">armnn::QAsymmU8</a>, and <a class="el" href="namespacearmnn.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a053c769dcf82d66ef326c86980c02ba7">armnn::QSymmS16</a>.</p>
<div class="fragment"><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>  <a class="code" href="classarmnn_quantizer_1_1_command_line_processor.xhtml">armnnQuantizer::CommandLineProcessor</a> cmdline;</div><div class="line"><a name="l00020"></a><span class="lineno"> 20</span>  <span class="keywordflow">if</span> (!cmdline.<a class="code" href="classarmnn_quantizer_1_1_command_line_processor.xhtml#a2f7e28f477647e992871d50e7b793221">ProcessCommandLine</a>(argc, argv))</div><div class="line"><a name="l00021"></a><span class="lineno"> 21</span>  {</div><div class="line"><a name="l00022"></a><span class="lineno"> 22</span>  <span class="keywordflow">return</span> -1;</div><div class="line"><a name="l00023"></a><span class="lineno"> 23</span>  }</div><div class="line"><a name="l00024"></a><span class="lineno"> 24</span>  <a class="code" href="namespacearmnn_deserializer.xhtml#ad33c6040680106b9af566d7269d8c949">armnnDeserializer::IDeserializerPtr</a> parser = <a class="code" href="classarmnn_deserializer_1_1_i_deserializer.xhtml#af116abd698a7feb92876ae48917005a4">armnnDeserializer::IDeserializer::Create</a>();</div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span>  std::ifstream inputFileStream(cmdline.<a class="code" href="classarmnn_quantizer_1_1_command_line_processor.xhtml#a71f5ab806743bf42f0556299af110015">GetInputFileName</a>(), std::ios::binary);</div><div class="line"><a name="l00026"></a><span class="lineno"> 26</span>  std::vector<std::uint8_t> binaryContent;</div><div class="line"><a name="l00027"></a><span class="lineno"> 27</span>  <span class="keywordflow">while</span> (inputFileStream)</div><div class="line"><a name="l00028"></a><span class="lineno"> 28</span>  {</div><div class="line"><a name="l00029"></a><span class="lineno"> 29</span>  <span class="keywordtype">char</span> c;</div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span>  inputFileStream.get(c);</div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span>  <span class="keywordflow">if</span> (inputFileStream)</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>  binaryContent.push_back(static_cast<std::uint8_t>(c));</div><div class="line"><a name="l00034"></a><span class="lineno"> 34</span>  }</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>  inputFileStream.close();</div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span> </div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span>  <a class="code" href="structarmnn_1_1_quantizer_options.xhtml">armnn::QuantizerOptions</a> quantizerOptions;</div><div class="line"><a name="l00039"></a><span class="lineno"> 39</span> </div><div class="line"><a name="l00040"></a><span class="lineno"> 40</span>  <span class="keywordflow">if</span> (cmdline.<a class="code" href="classarmnn_quantizer_1_1_command_line_processor.xhtml#a65f6aca5479ebf0814123ff8f1a528e3">GetQuantizationScheme</a>() == <span class="stringliteral">"QAsymmS8"</span>)</div><div class="line"><a name="l00041"></a><span class="lineno"> 41</span>  {</div><div class="line"><a name="l00042"></a><span class="lineno"> 42</span>  quantizerOptions.<a class="code" href="structarmnn_1_1_quantizer_options.xhtml#a64fb6dc5a9d3fe72b8f63364a10774a7">m_ActivationFormat</a> = <a class="code" href="namespacearmnn.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a9d02ea768c081d4bdb2b7cab0b3f510d">armnn::DataType::QAsymmS8</a>;</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>  <span class="keywordflow">else</span> <span class="keywordflow">if</span> (cmdline.<a class="code" href="classarmnn_quantizer_1_1_command_line_processor.xhtml#a65f6aca5479ebf0814123ff8f1a528e3">GetQuantizationScheme</a>() == <span class="stringliteral">"QSymmS16"</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"> 46</span>  quantizerOptions.<a class="code" href="structarmnn_1_1_quantizer_options.xhtml#a64fb6dc5a9d3fe72b8f63364a10774a7">m_ActivationFormat</a> = <a class="code" href="namespacearmnn.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a053c769dcf82d66ef326c86980c02ba7">armnn::DataType::QSymmS16</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>  <span class="keywordflow">else</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"> 50</span>  quantizerOptions.<a class="code" href="structarmnn_1_1_quantizer_options.xhtml#a64fb6dc5a9d3fe72b8f63364a10774a7">m_ActivationFormat</a> = <a class="code" href="namespacearmnn.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a0a3f57c876f5a230244c38e1453a8a6e">armnn::DataType::QAsymmU8</a>;</div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span>  }</div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span> </div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span>  quantizerOptions.<a class="code" href="structarmnn_1_1_quantizer_options.xhtml#a5bc42c844726d5fe782741617a893f43">m_PreserveType</a> = cmdline.<a class="code" href="classarmnn_quantizer_1_1_command_line_processor.xhtml#af84a4d480d3705770b752645816f1cfb">HasPreservedDataType</a>();</div><div class="line"><a name="l00054"></a><span class="lineno"> 54</span> </div><div class="line"><a name="l00055"></a><span class="lineno"> 55</span>  <a class="code" href="namespacearmnn.xhtml#ace74f6f9feb95a964a49d79458232703">armnn::INetworkPtr</a> network = parser->CreateNetworkFromBinary(binaryContent);</div><div class="line"><a name="l00056"></a><span class="lineno"> 56</span>  <a class="code" href="namespacearmnn.xhtml#a41119e261eec9343888d2ceab1e4999a">armnn::INetworkQuantizerPtr</a> quantizer = <a class="code" href="classarmnn_1_1_i_network_quantizer.xhtml#a3a4d01d9351c02a703740290f226441f">armnn::INetworkQuantizer::Create</a>(network.get(), quantizerOptions);</div><div class="line"><a name="l00057"></a><span class="lineno"> 57</span> </div><div class="line"><a name="l00058"></a><span class="lineno"> 58</span>  <span class="keywordflow">if</span> (cmdline.<a class="code" href="classarmnn_quantizer_1_1_command_line_processor.xhtml#a1bb287242ae5ec2837a77f083c27a2ac">HasQuantizationData</a>())</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>  <a class="code" href="classarmnn_quantizer_1_1_quantization_data_set.xhtml">armnnQuantizer::QuantizationDataSet</a> dataSet = cmdline.<a class="code" href="classarmnn_quantizer_1_1_command_line_processor.xhtml#ab15c4ff152f368723ed71c2bb5a89be9">GetQuantizationDataSet</a>();</div><div class="line"><a name="l00061"></a><span class="lineno"> 61</span>  <span class="keywordflow">if</span> (!dataSet.<a class="code" href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#a8e12342fc420701fbffd97025421575a">IsEmpty</a>())</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="comment">// Get the Input Tensor Infos</span></div><div class="line"><a name="l00064"></a><span class="lineno"> 64</span>  <a class="code" href="classarmnn_quantizer_1_1_input_layer_strategy.xhtml">armnnQuantizer::InputLayerStrategy</a> inputLayerStrategy;</div><div class="line"><a name="l00065"></a><span class="lineno"> 65</span>  network-><a class="code" href="classarmnn_quantizer_1_1_input_layer_strategy.xhtml#a49f7f1098adb86fd2197d9aee3924de2">ExecuteStrategy</a>(inputLayerStrategy);</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">for</span> (<a class="code" href="classarmnn_quantizer_1_1_quantization_input.xhtml">armnnQuantizer::QuantizationInput</a> quantizationInput : dataSet)</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>  <a class="code" href="namespacearmnn.xhtml#aa01bce88f89975a5a031db4cc8861527">armnn::InputTensors</a> inputTensors;</div><div class="line"><a name="l00070"></a><span class="lineno"> 70</span>  std::vector<std::vector<float>> inputData(quantizationInput.GetNumberOfInputs());</div><div class="line"><a name="l00071"></a><span class="lineno"> 71</span>  std::vector<armnn::LayerBindingId> layerBindingIds = quantizationInput.GetLayerBindingIds();</div><div class="line"><a name="l00072"></a><span class="lineno"> 72</span>  <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> count = 0;</div><div class="line"><a name="l00073"></a><span class="lineno"> 73</span>  <span class="keywordflow">for</span> (<a class="code" href="namespacearmnn.xhtml#ab8cf8f9fb6792e654c2d8d8382f6f01b">armnn::LayerBindingId</a> layerBindingId : quantizationInput.GetLayerBindingIds())</div><div class="line"><a name="l00074"></a><span class="lineno"> 74</span>  {</div><div class="line"><a name="l00075"></a><span class="lineno"> 75</span>  <a class="code" href="classarmnn_1_1_tensor_info.xhtml">armnn::TensorInfo</a> tensorInfo = inputLayerStrategy.<a class="code" href="classarmnn_quantizer_1_1_input_layer_strategy.xhtml#a92c60f374eb3e8a6cdbce39cb57c1db4">GetTensorInfo</a>(layerBindingId);</div><div class="line"><a name="l00076"></a><span class="lineno"> 76</span>  inputData[count] = quantizationInput.GetDataForEntry(layerBindingId);</div><div class="line"><a name="l00077"></a><span class="lineno"> 77</span>  <a class="code" href="classarmnn_1_1_const_tensor.xhtml">armnn::ConstTensor</a> inputTensor(tensorInfo, inputData[count].data());</div><div class="line"><a name="l00078"></a><span class="lineno"> 78</span>  inputTensors.push_back(std::make_pair(layerBindingId, inputTensor));</div><div class="line"><a name="l00079"></a><span class="lineno"> 79</span>  count++;</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>  quantizer->Refine(inputTensors);</div><div class="line"><a name="l00082"></a><span class="lineno"> 82</span>  }</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>  }</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>  <a class="code" href="namespacearmnn.xhtml#ace74f6f9feb95a964a49d79458232703">armnn::INetworkPtr</a> quantizedNetwork = quantizer->ExportNetwork();</div><div class="line"><a name="l00087"></a><span class="lineno"> 87</span>  <a class="code" href="namespacearmnn_serializer.xhtml#a550a83250b3ddebf15d5c13c224e3609">armnnSerializer::ISerializerPtr</a> <a class="code" href="namespacearmnn_serializer.xhtml">serializer</a> = <a class="code" href="classarmnn_serializer_1_1_i_serializer.xhtml#a3c51b5b078572dee02528bfae7202524">armnnSerializer::ISerializer::Create</a>();</div><div class="line"><a name="l00088"></a><span class="lineno"> 88</span>  serializer->Serialize(*quantizedNetwork);</div><div class="line"><a name="l00089"></a><span class="lineno"> 89</span> </div><div class="line"><a name="l00090"></a><span class="lineno"> 90</span>  std::string output(cmdline.<a class="code" href="classarmnn_quantizer_1_1_command_line_processor.xhtml#a4358b78a2efe952366bc32b0d54e663e">GetOutputDirectoryName</a>());</div><div class="line"><a name="l00091"></a><span class="lineno"> 91</span>  output.append(cmdline.<a class="code" href="classarmnn_quantizer_1_1_command_line_processor.xhtml#a98ba4e2ee687673cbf7546788c8ea099">GetOutputFileName</a>());</div><div class="line"><a name="l00092"></a><span class="lineno"> 92</span>  std::ofstream outputFileStream;</div><div class="line"><a name="l00093"></a><span class="lineno"> 93</span>  outputFileStream.open(output);</div><div class="line"><a name="l00094"></a><span class="lineno"> 94</span>  serializer->SaveSerializedToStream(outputFileStream);</div><div class="line"><a name="l00095"></a><span class="lineno"> 95</span>  outputFileStream.flush();</div><div class="line"><a name="l00096"></a><span class="lineno"> 96</span>  outputFileStream.close();</div><div class="line"><a name="l00097"></a><span class="lineno"> 97</span> </div><div class="line"><a name="l00098"></a><span class="lineno"> 98</span>  <span class="keywordflow">return</span> 0;</div><div class="line"><a name="l00099"></a><span class="lineno"> 99</span> }</div><div class="ttc" id="classarmnn_quantizer_1_1_command_line_processor_xhtml_a1bb287242ae5ec2837a77f083c27a2ac"><div class="ttname"><a href="classarmnn_quantizer_1_1_command_line_processor.xhtml#a1bb287242ae5ec2837a77f083c27a2ac">armnnQuantizer::CommandLineProcessor::HasQuantizationData</a></div><div class="ttdeci">bool HasQuantizationData()</div><div class="ttdef"><b>Definition:</b> <a href="src_2armnn_quantizer_2_command_line_processor_8hpp_source.xhtml#l00038">CommandLineProcessor.hpp:38</a></div></div>
<div class="ttc" id="classarmnn_quantizer_1_1_command_line_processor_xhtml_a98ba4e2ee687673cbf7546788c8ea099"><div class="ttname"><a href="classarmnn_quantizer_1_1_command_line_processor.xhtml#a98ba4e2ee687673cbf7546788c8ea099">armnnQuantizer::CommandLineProcessor::GetOutputFileName</a></div><div class="ttdeci">std::string GetOutputFileName()</div><div class="ttdef"><b>Definition:</b> <a href="src_2armnn_quantizer_2_command_line_processor_8hpp_source.xhtml#l00034">CommandLineProcessor.hpp:34</a></div></div>
<div class="ttc" id="structarmnn_1_1_quantizer_options_xhtml_a64fb6dc5a9d3fe72b8f63364a10774a7"><div class="ttname"><a href="structarmnn_1_1_quantizer_options.xhtml#a64fb6dc5a9d3fe72b8f63364a10774a7">armnn::QuantizerOptions::m_ActivationFormat</a></div><div class="ttdeci">DataType m_ActivationFormat</div><div class="ttdef"><b>Definition:</b> <a href="_i_network_quantizer_8hpp_source.xhtml#l00025">INetworkQuantizer.hpp:25</a></div></div>
<div class="ttc" id="namespacearmnn_serializer_xhtml"><div class="ttname"><a href="namespacearmnn_serializer.xhtml">armnnSerializer</a></div><div class="ttdef"><b>Definition:</b> <a href="_i_serializer_8hpp_source.xhtml#l00011">ISerializer.hpp:11</a></div></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>
<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_quantization_data_set_xhtml_a8e12342fc420701fbffd97025421575a"><div class="ttname"><a href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#a8e12342fc420701fbffd97025421575a">armnnQuantizer::QuantizationDataSet::IsEmpty</a></div><div class="ttdeci">bool IsEmpty() const</div><div class="ttdef"><b>Definition:</b> <a href="_quantization_data_set_8hpp_source.xhtml#l00029">QuantizationDataSet.hpp:29</a></div></div>
<div class="ttc" id="classarmnn_quantizer_1_1_command_line_processor_xhtml_a2f7e28f477647e992871d50e7b793221"><div class="ttname"><a href="classarmnn_quantizer_1_1_command_line_processor.xhtml#a2f7e28f477647e992871d50e7b793221">armnnQuantizer::CommandLineProcessor::ProcessCommandLine</a></div><div class="ttdeci">bool ProcessCommandLine(int argc, char *argv[])</div><div class="ttdef"><b>Definition:</b> <a href="src_2armnn_quantizer_2_command_line_processor_8cpp_source.xhtml#l00084">CommandLineProcessor.cpp:84</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml_a41119e261eec9343888d2ceab1e4999a"><div class="ttname"><a href="namespacearmnn.xhtml#a41119e261eec9343888d2ceab1e4999a">armnn::INetworkQuantizerPtr</a></div><div class="ttdeci">std::unique_ptr< class INetworkQuantizer, void(*)(INetworkQuantizer *quantizer)> INetworkQuantizerPtr</div><div class="ttdef"><b>Definition:</b> <a href="_i_network_quantizer_8hpp_source.xhtml#l00029">INetworkQuantizer.hpp:29</a></div></div>
<div class="ttc" id="classarmnn_deserializer_1_1_i_deserializer_xhtml_af116abd698a7feb92876ae48917005a4"><div class="ttname"><a href="classarmnn_deserializer_1_1_i_deserializer.xhtml#af116abd698a7feb92876ae48917005a4">armnnDeserializer::IDeserializer::Create</a></div><div class="ttdeci">static IDeserializerPtr Create()</div><div class="ttdef"><b>Definition:</b> <a href="_deserializer_8cpp_source.xhtml#l00046">Deserializer.cpp:46</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml_ad8ed01ff3ff33333d8e19db4d2818bb6a9d02ea768c081d4bdb2b7cab0b3f510d"><div class="ttname"><a href="namespacearmnn.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a9d02ea768c081d4bdb2b7cab0b3f510d">armnn::DataType::QAsymmS8</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml_aa01bce88f89975a5a031db4cc8861527"><div class="ttname"><a href="namespacearmnn.xhtml#aa01bce88f89975a5a031db4cc8861527">armnn::InputTensors</a></div><div class="ttdeci">std::vector< std::pair< LayerBindingId, class ConstTensor > > InputTensors</div><div class="ttdef"><b>Definition:</b> <a href="_tensor_8hpp_source.xhtml#l00340">Tensor.hpp:340</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml_ad8ed01ff3ff33333d8e19db4d2818bb6a053c769dcf82d66ef326c86980c02ba7"><div class="ttname"><a href="namespacearmnn.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a053c769dcf82d66ef326c86980c02ba7">armnn::DataType::QSymmS16</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="structarmnn_1_1_quantizer_options_xhtml"><div class="ttname"><a href="structarmnn_1_1_quantizer_options.xhtml">armnn::QuantizerOptions</a></div><div class="ttdef"><b>Definition:</b> <a href="_i_network_quantizer_8hpp_source.xhtml#l00015">INetworkQuantizer.hpp:15</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#l00210">Types.hpp:210</a></div></div>
<div class="ttc" id="classarmnn_quantizer_1_1_input_layer_strategy_xhtml"><div class="ttname"><a href="classarmnn_quantizer_1_1_input_layer_strategy.xhtml">armnnQuantizer::InputLayerStrategy</a></div><div class="ttdoc">Visitor class implementation to gather the TensorInfo for LayerBindingID for creation of ConstTensor ...</div><div class="ttdef"><b>Definition:</b> <a href="_quantization_data_set_8hpp_source.xhtml#l00046">QuantizationDataSet.hpp:46</a></div></div>
<div class="ttc" id="classarmnn_quantizer_1_1_input_layer_strategy_xhtml_a92c60f374eb3e8a6cdbce39cb57c1db4"><div class="ttname"><a href="classarmnn_quantizer_1_1_input_layer_strategy.xhtml#a92c60f374eb3e8a6cdbce39cb57c1db4">armnnQuantizer::InputLayerStrategy::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#l00067">QuantizationDataSet.cpp:67</a></div></div>
<div class="ttc" id="classarmnn_quantizer_1_1_command_line_processor_xhtml_af84a4d480d3705770b752645816f1cfb"><div class="ttname"><a href="classarmnn_quantizer_1_1_command_line_processor.xhtml#af84a4d480d3705770b752645816f1cfb">armnnQuantizer::CommandLineProcessor::HasPreservedDataType</a></div><div class="ttdeci">bool HasPreservedDataType()</div><div class="ttdef"><b>Definition:</b> <a href="src_2armnn_quantizer_2_command_line_processor_8hpp_source.xhtml#l00037">CommandLineProcessor.hpp:37</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml_ad8ed01ff3ff33333d8e19db4d2818bb6a0a3f57c876f5a230244c38e1453a8a6e"><div class="ttname"><a href="namespacearmnn.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a0a3f57c876f5a230244c38e1453a8a6e">armnn::DataType::QAsymmU8</a></div></div>
<div class="ttc" id="classarmnn_1_1_const_tensor_xhtml"><div class="ttname"><a href="classarmnn_1_1_const_tensor.xhtml">armnn::ConstTensor</a></div><div class="ttdoc">A tensor defined by a TensorInfo (shape and data type) and an immutable backing store. </div><div class="ttdef"><b>Definition:</b> <a href="_tensor_8hpp_source.xhtml#l00314">Tensor.hpp:314</a></div></div>
<div class="ttc" id="classarmnn_quantizer_1_1_command_line_processor_xhtml_a65f6aca5479ebf0814123ff8f1a528e3"><div class="ttname"><a href="classarmnn_quantizer_1_1_command_line_processor.xhtml#a65f6aca5479ebf0814123ff8f1a528e3">armnnQuantizer::CommandLineProcessor::GetQuantizationScheme</a></div><div class="ttdeci">std::string GetQuantizationScheme()</div><div class="ttdef"><b>Definition:</b> <a href="src_2armnn_quantizer_2_command_line_processor_8hpp_source.xhtml#l00035">CommandLineProcessor.hpp:35</a></div></div>
<div class="ttc" id="namespacearmnn_deserializer_xhtml_ad33c6040680106b9af566d7269d8c949"><div class="ttname"><a href="namespacearmnn_deserializer.xhtml#ad33c6040680106b9af566d7269d8c949">armnnDeserializer::IDeserializerPtr</a></div><div class="ttdeci">std::unique_ptr< IDeserializer, void(*)(IDeserializer *parser)> IDeserializerPtr</div><div class="ttdef"><b>Definition:</b> <a href="_i_deserializer_8hpp_source.xhtml#l00025">IDeserializer.hpp:25</a></div></div>
<div class="ttc" id="structarmnn_1_1_quantizer_options_xhtml_a5bc42c844726d5fe782741617a893f43"><div class="ttname"><a href="structarmnn_1_1_quantizer_options.xhtml#a5bc42c844726d5fe782741617a893f43">armnn::QuantizerOptions::m_PreserveType</a></div><div class="ttdeci">bool m_PreserveType</div><div class="ttdef"><b>Definition:</b> <a href="_i_network_quantizer_8hpp_source.xhtml#l00026">INetworkQuantizer.hpp:26</a></div></div>
<div class="ttc" id="classarmnn_quantizer_1_1_command_line_processor_xhtml_a71f5ab806743bf42f0556299af110015"><div class="ttname"><a href="classarmnn_quantizer_1_1_command_line_processor.xhtml#a71f5ab806743bf42f0556299af110015">armnnQuantizer::CommandLineProcessor::GetInputFileName</a></div><div class="ttdeci">std::string GetInputFileName()</div><div class="ttdef"><b>Definition:</b> <a href="src_2armnn_quantizer_2_command_line_processor_8hpp_source.xhtml#l00030">CommandLineProcessor.hpp:30</a></div></div>
<div class="ttc" id="namespacearmnn_serializer_xhtml_a550a83250b3ddebf15d5c13c224e3609"><div class="ttname"><a href="namespacearmnn_serializer.xhtml#a550a83250b3ddebf15d5c13c224e3609">armnnSerializer::ISerializerPtr</a></div><div class="ttdeci">std::unique_ptr< ISerializer, void(*)(ISerializer *serializer)> ISerializerPtr</div><div class="ttdef"><b>Definition:</b> <a href="_i_serializer_8hpp_source.xhtml#l00015">ISerializer.hpp:15</a></div></div>
<div class="ttc" id="classarmnn_quantizer_1_1_command_line_processor_xhtml_a4358b78a2efe952366bc32b0d54e663e"><div class="ttname"><a href="classarmnn_quantizer_1_1_command_line_processor.xhtml#a4358b78a2efe952366bc32b0d54e663e">armnnQuantizer::CommandLineProcessor::GetOutputDirectoryName</a></div><div class="ttdeci">std::string GetOutputDirectoryName()</div><div class="ttdef"><b>Definition:</b> <a href="src_2armnn_quantizer_2_command_line_processor_8hpp_source.xhtml#l00033">CommandLineProcessor.hpp:33</a></div></div>
<div class="ttc" id="classarmnn_quantizer_1_1_command_line_processor_xhtml_ab15c4ff152f368723ed71c2bb5a89be9"><div class="ttname"><a href="classarmnn_quantizer_1_1_command_line_processor.xhtml#ab15c4ff152f368723ed71c2bb5a89be9">armnnQuantizer::CommandLineProcessor::GetQuantizationDataSet</a></div><div class="ttdeci">QuantizationDataSet GetQuantizationDataSet()</div><div class="ttdef"><b>Definition:</b> <a href="src_2armnn_quantizer_2_command_line_processor_8hpp_source.xhtml#l00036">CommandLineProcessor.hpp:36</a></div></div>
<div class="ttc" id="classarmnn_serializer_1_1_i_serializer_xhtml_a3c51b5b078572dee02528bfae7202524"><div class="ttname"><a href="classarmnn_serializer_1_1_i_serializer.xhtml#a3c51b5b078572dee02528bfae7202524">armnnSerializer::ISerializer::Create</a></div><div class="ttdeci">static ISerializerPtr Create()</div><div class="ttdef"><b>Definition:</b> <a href="_serializer_8cpp_source.xhtml#l00036">Serializer.cpp:36</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml_ace74f6f9feb95a964a49d79458232703"><div class="ttname"><a href="namespacearmnn.xhtml#ace74f6f9feb95a964a49d79458232703">armnn::INetworkPtr</a></div><div class="ttdeci">std::unique_ptr< INetwork, void(*)(INetwork *network)> INetworkPtr</div><div class="ttdef"><b>Definition:</b> <a href="_i_network_8hpp_source.xhtml#l00173">INetwork.hpp:173</a></div></div>
<div class="ttc" id="classarmnn_quantizer_1_1_input_layer_strategy_xhtml_a49f7f1098adb86fd2197d9aee3924de2"><div class="ttname"><a href="classarmnn_quantizer_1_1_input_layer_strategy.xhtml#a49f7f1098adb86fd2197d9aee3924de2">armnnQuantizer::InputLayerStrategy::ExecuteStrategy</a></div><div class="ttdeci">virtual void ExecuteStrategy(const armnn::IConnectableLayer *layer, const armnn::BaseDescriptor &descriptor, const std::vector< armnn::ConstTensor > &constants, const char *name, const armnn::LayerBindingId id=0) override</div><div class="ttdoc">Visitor class implementation to gather the TensorInfo for LayerBindingID for creation of ConstTensor ...</div><div class="ttdef"><b>Definition:</b> <a href="_quantization_data_set_8cpp_source.xhtml#l00053">QuantizationDataSet.cpp:53</a></div></div>
<div class="ttc" id="classarmnn_1_1_i_network_quantizer_xhtml_a3a4d01d9351c02a703740290f226441f"><div class="ttname"><a href="classarmnn_1_1_i_network_quantizer.xhtml#a3a4d01d9351c02a703740290f226441f">armnn::INetworkQuantizer::Create</a></div><div class="ttdeci">static INetworkQuantizerPtr Create(INetwork *inputNetwork, const QuantizerOptions &options=QuantizerOptions())</div><div class="ttdoc">Create Quantizer object wrapped in unique_ptr. </div><div class="ttdef"><b>Definition:</b> <a href="_network_quantizer_8cpp_source.xhtml#l00041">NetworkQuantizer.cpp:41</a></div></div>
<div class="ttc" id="classarmnn_quantizer_1_1_command_line_processor_xhtml"><div class="ttname"><a href="classarmnn_quantizer_1_1_command_line_processor.xhtml">armnnQuantizer::CommandLineProcessor</a></div><div class="ttdef"><b>Definition:</b> <a href="src_2armnn_quantizer_2_command_line_processor_8hpp_source.xhtml#l00025">CommandLineProcessor.hpp:25</a></div></div>
</div><!-- fragment -->
</div>
</div>
</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="_arm_n_n_quantizer_main_8cpp.xhtml">ArmNNQuantizerMain.cpp</a></li>
<li class="footer">Generated on Fri Mar 19 2021 15:26:06 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>
|
