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
|
<!-- 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/armnn/NetworkQuantizer.hpp 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">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('_network_quantizer_8hpp_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">NetworkQuantizer.hpp</div> </div>
</div><!--header-->
<div class="contents">
<a href="_network_quantizer_8hpp.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">#pragma once</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 <<a class="code" href="_i_network_8hpp.xhtml">armnn/INetwork.hpp</a>></span></div><div class="line"><a name="l00009"></a><span class="lineno"> 9</span> <span class="preprocessor">#include <<a class="code" href="_i_network_quantizer_8hpp.xhtml">armnnQuantizer/INetworkQuantizer.hpp</a>></span></div><div class="line"><a name="l00010"></a><span class="lineno"> 10</span> <span class="preprocessor">#include <<a class="code" href="_i_runtime_8hpp.xhtml">armnn/IRuntime.hpp</a>></span></div><div class="line"><a name="l00011"></a><span class="lineno"> 11</span> <span class="preprocessor">#include <<a class="code" href="_types_8hpp.xhtml">armnn/Types.hpp</a>></span></div><div class="line"><a name="l00012"></a><span class="lineno"> 12</span> <span class="preprocessor">#include <<a class="code" href="_optional_8hpp.xhtml">armnn/Optional.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="preprocessor">#include "<a class="code" href="_dynamic_quantization_strategy_8hpp.xhtml">DynamicQuantizationStrategy.hpp</a>"</span></div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span> <span class="preprocessor">#include "<a class="code" href="_range_tracker_8hpp.xhtml">RangeTracker.hpp</a>"</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"> 17</span> <span class="keyword">namespace </span><a class="code" href="namespacearmnn.xhtml">armnn</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"><a class="line" href="classarmnn_1_1_network_quantizer.xhtml"> 20</a></span> <span class="keyword">class </span><a class="code" href="classarmnn_1_1_network_quantizer.xhtml">NetworkQuantizer</a> : <span class="keyword">public</span> <a class="code" href="classarmnn_1_1_i_network_quantizer.xhtml">INetworkQuantizer</a></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="keyword">public</span>:</div><div class="line"><a name="l00023"></a><span class="lineno"><a class="line" href="classarmnn_1_1_network_quantizer.xhtml#ad1d6bb17a39fec4850c40eadf5f537a4"> 23</a></span>  <a class="code" href="classarmnn_1_1_network_quantizer.xhtml#ad1d6bb17a39fec4850c40eadf5f537a4">NetworkQuantizer</a>(<a class="code" href="classarmnn_1_1_i_network.xhtml">INetwork</a>* inputNetwork, <span class="keyword">const</span> <a class="code" href="structarmnn_1_1_quantizer_options.xhtml">QuantizerOptions</a>& options)</div><div class="line"><a name="l00024"></a><span class="lineno"> 24</span>  : m_InputNetwork(inputNetwork),</div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span>  m_NetworkId(0),</div><div class="line"><a name="l00026"></a><span class="lineno"> 26</span>  m_Runtime(nullptr, &<a class="code" href="classarmnn_1_1_i_runtime.xhtml">IRuntime</a>::<a class="code" href="classarmnn_1_1_i_network_quantizer.xhtml#ad1ad5b83dc4d8bed64c29adf21c8958a">Destroy</a>),</div><div class="line"><a name="l00027"></a><span class="lineno"> 27</span>  m_RefineCount(0),</div><div class="line"><a name="l00028"></a><span class="lineno"> 28</span>  m_Options(options) {}</div><div class="line"><a name="l00029"></a><span class="lineno"> 29</span> </div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span>  <span class="keywordtype">void</span> <a class="code" href="classarmnn_1_1_network_quantizer.xhtml#a0de9803a30020e30ec8c9c0ba8592dc6">OverrideInputRange</a>(<a class="code" href="namespacearmnn.xhtml#ab8cf8f9fb6792e654c2d8d8382f6f01b">LayerBindingId</a> layerId, <span class="keywordtype">float</span> min, <span class="keywordtype">float</span> max) <span class="keyword">override</span>;</div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span>  <span class="keywordtype">void</span> <a class="code" href="classarmnn_1_1_network_quantizer.xhtml#acff529f0d8ffed99123e3a729942be12">Refine</a>(<span class="keyword">const</span> <a class="code" href="namespacearmnn.xhtml#aa01bce88f89975a5a031db4cc8861527">InputTensors</a>& inputTensors) <span class="keyword">override</span>;</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="comment">// Required for testing? Need some way to get min/max in RangeTracker (m_Ranges)</span></div><div class="line"><a name="l00034"></a><span class="lineno"><a class="line" href="classarmnn_1_1_network_quantizer.xhtml#a3618dd686c52c451000bea3e20931ac8"> 34</a></span>  std::pair<float, float> <a class="code" href="classarmnn_1_1_network_quantizer.xhtml#a3618dd686c52c451000bea3e20931ac8">GetMinMaxRange</a>(<a class="code" href="classarmnn_1_1profiling_1_1_profiling_guid.xhtml">LayerGuid</a> guid, <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> idx) { <span class="keywordflow">return</span> m_Ranges.<a class="code" href="classarmnn_1_1_range_tracker.xhtml#a507bae23f59e94b4161886ebe663cdf4">GetRange</a>(guid, idx); }</div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span>  <a class="code" href="namespacearmnn.xhtml#ace74f6f9feb95a964a49d79458232703">INetworkPtr</a> <a class="code" href="classarmnn_1_1_network_quantizer.xhtml#a8768a9dd173e985bfc0c72338662d631">ExportNetwork</a>() <span class="keyword">override</span>;</div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span> </div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span> <span class="keyword">private</span>:<span class="comment"></span></div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span> <span class="comment"> /// Original input network to quantize</span></div><div class="line"><a name="l00039"></a><span class="lineno"> 39</span> <span class="comment"></span> <a class="code" href="classarmnn_1_1_i_network.xhtml">INetwork</a>* m_InputNetwork;</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>  <a class="code" href="namespacearmnn.xhtml#a83015160d8c67d5d77735eb0d4033d9a">NetworkId</a> m_NetworkId;</div><div class="line"><a name="l00042"></a><span class="lineno"> 42</span> </div><div class="line"><a name="l00043"></a><span class="lineno"> 43</span>  <span class="comment">// if we are run in dynamic mode this unique pointer will hold</span></div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span>  <span class="comment">// the runtime between invocations of the Refine method.</span></div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span>  <a class="code" href="namespacearmnn.xhtml#a150468a02bd7b2d2d061c4aaaee939f0">IRuntimePtr</a> m_Runtime;</div><div class="line"><a name="l00046"></a><span class="lineno"> 46</span> </div><div class="line"><a name="l00047"></a><span class="lineno"> 47</span>  <a class="code" href="classarmnn_1_1_optional.xhtml">Optional<DynamicQuantizationStrategy></a> m_DynamicQuantizationStrategy;</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>  <span class="comment">// counts the number of times refine is called</span></div><div class="line"><a name="l00050"></a><span class="lineno"> 50</span>  <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> m_RefineCount;</div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span> <span class="comment"></span></div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span> <span class="comment"> /// Mapping from Guid to an array of ranges for outputs</span></div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span> <span class="comment"></span> <a class="code" href="classarmnn_1_1_range_tracker.xhtml">RangeTracker</a> m_Ranges;</div><div class="line"><a name="l00054"></a><span class="lineno"> 54</span> <span class="comment"></span></div><div class="line"><a name="l00055"></a><span class="lineno"> 55</span> <span class="comment"> /// Options for the NetworkQuantizer</span></div><div class="line"><a name="l00056"></a><span class="lineno"> 56</span> <span class="comment"></span> <a class="code" href="structarmnn_1_1_quantizer_options.xhtml">QuantizerOptions</a> m_Options;</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>  std::pair<float, float> FindMinMax(<a class="code" href="classarmnn_1_1_i_tensor_handle.xhtml">ITensorHandle</a>* tensorHandle);</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> </div><div class="line"><a name="l00061"></a><span class="lineno"> 61</span> } <span class="comment">//namespace armnn</span></div><div class="ttc" id="classarmnn_1_1_optional_xhtml"><div class="ttname"><a href="classarmnn_1_1_optional.xhtml">armnn::Optional</a></div><div class="ttdef"><b>Definition:</b> <a href="_optional_8hpp_source.xhtml#l00270">Optional.hpp:270</a></div></div>
<div class="ttc" id="classarmnn_1_1_range_tracker_xhtml"><div class="ttname"><a href="classarmnn_1_1_range_tracker.xhtml">armnn::RangeTracker</a></div><div class="ttdef"><b>Definition:</b> <a href="_range_tracker_8hpp_source.xhtml#l00017">RangeTracker.hpp:17</a></div></div>
<div class="ttc" id="classarmnn_1_1_network_quantizer_xhtml_ad1d6bb17a39fec4850c40eadf5f537a4"><div class="ttname"><a href="classarmnn_1_1_network_quantizer.xhtml#ad1d6bb17a39fec4850c40eadf5f537a4">armnn::NetworkQuantizer::NetworkQuantizer</a></div><div class="ttdeci">NetworkQuantizer(INetwork *inputNetwork, const QuantizerOptions &options)</div><div class="ttdef"><b>Definition:</b> <a href="_network_quantizer_8hpp_source.xhtml#l00023">NetworkQuantizer.hpp:23</a></div></div>
<div class="ttc" id="classarmnn_1_1_network_quantizer_xhtml"><div class="ttname"><a href="classarmnn_1_1_network_quantizer.xhtml">armnn::NetworkQuantizer</a></div><div class="ttdef"><b>Definition:</b> <a href="_network_quantizer_8hpp_source.xhtml#l00020">NetworkQuantizer.hpp:20</a></div></div>
<div class="ttc" id="classarmnn_1_1profiling_1_1_profiling_guid_xhtml"><div class="ttname"><a href="classarmnn_1_1profiling_1_1_profiling_guid.xhtml">armnn::profiling::ProfilingGuid</a></div><div class="ttdef"><b>Definition:</b> <a href="_types_8hpp_source.xhtml#l00291">Types.hpp:291</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml_a150468a02bd7b2d2d061c4aaaee939f0"><div class="ttname"><a href="namespacearmnn.xhtml#a150468a02bd7b2d2d061c4aaaee939f0">armnn::IRuntimePtr</a></div><div class="ttdeci">std::unique_ptr< IRuntime, void(*)(IRuntime *runtime)> IRuntimePtr</div><div class="ttdef"><b>Definition:</b> <a href="_i_runtime_8hpp_source.xhtml#l00026">IRuntime.hpp:26</a></div></div>
<div class="ttc" id="_i_runtime_8hpp_xhtml"><div class="ttname"><a href="_i_runtime_8hpp.xhtml">IRuntime.hpp</a></div></div>
<div class="ttc" id="classarmnn_1_1_i_network_xhtml"><div class="ttname"><a href="classarmnn_1_1_i_network.xhtml">armnn::INetwork</a></div><div class="ttdoc">Main network class which provides the interface for building up a neural network. ...</div><div class="ttdef"><b>Definition:</b> <a href="_i_network_8hpp_source.xhtml#l00178">INetwork.hpp:178</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="_range_tracker_8hpp_xhtml"><div class="ttname"><a href="_range_tracker_8hpp.xhtml">RangeTracker.hpp</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml_a83015160d8c67d5d77735eb0d4033d9a"><div class="ttname"><a href="namespacearmnn.xhtml#a83015160d8c67d5d77735eb0d4033d9a">armnn::NetworkId</a></div><div class="ttdeci">int NetworkId</div><div class="ttdef"><b>Definition:</b> <a href="_i_runtime_8hpp_source.xhtml#l00020">IRuntime.hpp:20</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"><div class="ttname"><a href="namespacearmnn.xhtml">armnn</a></div><div class="ttdoc">Copyright (c) 2021 ARM Limited and Contributors. </div><div class="ttdef"><b>Definition:</b> <a href="01__00__software__tools_8dox_source.xhtml#l00006">01_00_software_tools.dox:6</a></div></div>
<div class="ttc" id="classarmnn_1_1_i_runtime_xhtml"><div class="ttname"><a href="classarmnn_1_1_i_runtime.xhtml">armnn::IRuntime</a></div><div class="ttdef"><b>Definition:</b> <a href="_i_runtime_8hpp_source.xhtml#l00040">IRuntime.hpp:40</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_1_1_range_tracker_xhtml_a507bae23f59e94b4161886ebe663cdf4"><div class="ttname"><a href="classarmnn_1_1_range_tracker.xhtml#a507bae23f59e94b4161886ebe663cdf4">armnn::RangeTracker::GetRange</a></div><div class="ttdeci">MinMaxRange GetRange(LayerGuid guid, unsigned int idx) const</div><div class="ttdoc">Retrieve the Range for a particular output slot on a particular layer. </div><div class="ttdef"><b>Definition:</b> <a href="_range_tracker_8cpp_source.xhtml#l00029">RangeTracker.cpp:29</a></div></div>
<div class="ttc" id="classarmnn_1_1_i_network_quantizer_xhtml_ad1ad5b83dc4d8bed64c29adf21c8958a"><div class="ttname"><a href="classarmnn_1_1_i_network_quantizer.xhtml#ad1ad5b83dc4d8bed64c29adf21c8958a">armnn::INetworkQuantizer::Destroy</a></div><div class="ttdeci">static void Destroy(INetworkQuantizer *quantizer)</div><div class="ttdoc">Destroy Quantizer object. </div><div class="ttdef"><b>Definition:</b> <a href="_network_quantizer_8cpp_source.xhtml#l00046">NetworkQuantizer.cpp:46</a></div></div>
<div class="ttc" id="classarmnn_1_1_network_quantizer_xhtml_a3618dd686c52c451000bea3e20931ac8"><div class="ttname"><a href="classarmnn_1_1_network_quantizer.xhtml#a3618dd686c52c451000bea3e20931ac8">armnn::NetworkQuantizer::GetMinMaxRange</a></div><div class="ttdeci">std::pair< float, float > GetMinMaxRange(LayerGuid guid, unsigned int idx)</div><div class="ttdef"><b>Definition:</b> <a href="_network_quantizer_8hpp_source.xhtml#l00034">NetworkQuantizer.hpp:34</a></div></div>
<div class="ttc" id="classarmnn_1_1_network_quantizer_xhtml_acff529f0d8ffed99123e3a729942be12"><div class="ttname"><a href="classarmnn_1_1_network_quantizer.xhtml#acff529f0d8ffed99123e3a729942be12">armnn::NetworkQuantizer::Refine</a></div><div class="ttdeci">void Refine(const InputTensors &inputTensors) override</div><div class="ttdoc">Refine input network with a set of refinement data for specified LayerBindingId. </div><div class="ttdef"><b>Definition:</b> <a href="_network_quantizer_8cpp_source.xhtml#l00061">NetworkQuantizer.cpp:61</a></div></div>
<div class="ttc" id="classarmnn_1_1_network_quantizer_xhtml_a0de9803a30020e30ec8c9c0ba8592dc6"><div class="ttname"><a href="classarmnn_1_1_network_quantizer.xhtml#a0de9803a30020e30ec8c9c0ba8592dc6">armnn::NetworkQuantizer::OverrideInputRange</a></div><div class="ttdeci">void OverrideInputRange(LayerBindingId layerId, float min, float max) override</div><div class="ttdoc">Overrides the default quantization values for the input layer with the given id. </div><div class="ttdef"><b>Definition:</b> <a href="_network_quantizer_8cpp_source.xhtml#l00051">NetworkQuantizer.cpp:51</a></div></div>
<div class="ttc" id="_optional_8hpp_xhtml"><div class="ttname"><a href="_optional_8hpp.xhtml">Optional.hpp</a></div></div>
<div class="ttc" id="classarmnn_1_1_i_tensor_handle_xhtml"><div class="ttname"><a href="classarmnn_1_1_i_tensor_handle.xhtml">armnn::ITensorHandle</a></div><div class="ttdef"><b>Definition:</b> <a href="include_2armnn_2backends_2_i_tensor_handle_8hpp_source.xhtml#l00015">ITensorHandle.hpp:15</a></div></div>
<div class="ttc" id="_types_8hpp_xhtml"><div class="ttname"><a href="_types_8hpp.xhtml">Types.hpp</a></div></div>
<div class="ttc" id="_i_network_8hpp_xhtml"><div class="ttname"><a href="_i_network_8hpp.xhtml">INetwork.hpp</a></div></div>
<div class="ttc" id="_dynamic_quantization_strategy_8hpp_xhtml"><div class="ttname"><a href="_dynamic_quantization_strategy_8hpp.xhtml">DynamicQuantizationStrategy.hpp</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_1_1_i_network_quantizer_xhtml"><div class="ttname"><a href="classarmnn_1_1_i_network_quantizer.xhtml">armnn::INetworkQuantizer</a></div><div class="ttdoc">Quantizer class Quantizes a float32 InputNetwork. </div><div class="ttdef"><b>Definition:</b> <a href="_i_network_quantizer_8hpp_source.xhtml#l00032">INetworkQuantizer.hpp:32</a></div></div>
<div class="ttc" id="classarmnn_1_1_network_quantizer_xhtml_a8768a9dd173e985bfc0c72338662d631"><div class="ttname"><a href="classarmnn_1_1_network_quantizer.xhtml#a8768a9dd173e985bfc0c72338662d631">armnn::NetworkQuantizer::ExportNetwork</a></div><div class="ttdeci">INetworkPtr ExportNetwork() override</div><div class="ttdoc">Extract final quantized network. </div><div class="ttdef"><b>Definition:</b> <a href="_network_quantizer_8cpp_source.xhtml#l00137">NetworkQuantizer.cpp:137</a></div></div>
<div class="ttc" id="_i_network_quantizer_8hpp_xhtml"><div class="ttname"><a href="_i_network_quantizer_8hpp.xhtml">INetworkQuantizer.hpp</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_e0a84d05c80a2ef4231141dcbbeac5c8.xhtml">armnn</a></li><li class="navelem"><a class="el" href="_network_quantizer_8hpp.xhtml">NetworkQuantizer.hpp</a></li>
<li class="footer">Generated on Fri Mar 19 2021 15:25:36 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>
|
