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diff --git a/20.02/_quantize_helper_8hpp_source.xhtml b/20.02/_quantize_helper_8hpp_source.xhtml new file mode 100644 index 0000000000..a178a15de0 --- /dev/null +++ b/20.02/_quantize_helper_8hpp_source.xhtml @@ -0,0 +1,137 @@ +<!-- 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/armnnUtils/QuantizeHelper.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"> + $(document).ready(initResizable); +</script> +<link href="search/search.css" rel="stylesheet" type="text/css"/> +<script type="text/javascript" src="search/searchdata.js"></script> +<script type="text/javascript" src="search/search.js"></script> +<script type="text/x-mathjax-config"> + MathJax.Hub.Config({ + extensions: ["tex2jax.js"], + jax: ["input/TeX","output/HTML-CSS"], +}); +</script><script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js"></script> +<link href="doxygen.css" rel="stylesheet" type="text/css" /> +<link href="stylesheet.css" rel="stylesheet" type="text/css"/> +</head> +<body> +<div id="top"><!-- do not remove this div, it is closed by doxygen! --> +<div id="titlearea"> +<table cellspacing="0" cellpadding="0"> + <tbody> + <tr style="height: 56px;"> + <img alt="ArmNN" src="Arm_NN_horizontal_blue.png" style="max-width: 10rem; margin-top: .5rem; margin-left 10px"/> + <td style="padding-left: 0.5em;"> + <div id="projectname"> +  <span id="projectnumber">20.02</span> + </div> + </td> + </tr> + </tbody> +</table> +</div> +<!-- end header part --> +<!-- Generated by Doxygen 1.8.13 --> +<script type="text/javascript"> +var searchBox = new SearchBox("searchBox", "search",false,'Search'); +</script> +<script type="text/javascript" src="menudata.js"></script> +<script type="text/javascript" src="menu.js"></script> +<script type="text/javascript"> +$(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('_quantize_helper_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">QuantizeHelper.hpp</div> </div> +</div><!--header--> +<div class="contents"> +<a href="_quantize_helper_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="_ignore_unused_8hpp.xhtml">armnn/utility/IgnoreUnused.hpp</a>></span></div><div class="line"><a name="l00009"></a><span class="lineno"> 9</span> <span class="preprocessor">#include <<a class="code" href="_types_utils_8hpp.xhtml">armnn/TypesUtils.hpp</a>></span></div><div class="line"><a name="l00010"></a><span class="lineno"> 10</span> </div><div class="line"><a name="l00011"></a><span class="lineno"> 11</span> <span class="preprocessor">#include <<a class="code" href="_b_float16_8hpp.xhtml">BFloat16.hpp</a>></span></div><div class="line"><a name="l00012"></a><span class="lineno"> 12</span> <span class="preprocessor">#include <<a class="code" href="_half_8hpp.xhtml">Half.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 <initializer_list></span></div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span> <span class="preprocessor">#include <iterator></span></div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span> <span class="preprocessor">#include <vector></span></div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span> </div><div class="line"><a name="l00018"></a><span class="lineno"> 18</span> <span class="preprocessor">#include <boost/numeric/conversion/cast.hpp></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> <span class="keyword">namespace </span><a class="code" href="namespacearmnn_utils.xhtml">armnnUtils</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> </div><div class="line"><a name="l00023"></a><span class="lineno"> 23</span> <span class="keyword">template</span><<span class="keyword">typename</span> T, <span class="keywordtype">bool</span> DoQuantize=true></div><div class="line"><a name="l00024"></a><span class="lineno"><a class="line" href="structarmnn_utils_1_1_selective_quantizer.xhtml"> 24</a></span> <span class="keyword">struct </span><a class="code" href="structarmnn_utils_1_1_selective_quantizer.xhtml">SelectiveQuantizer</a></div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span> {</div><div class="line"><a name="l00026"></a><span class="lineno"><a class="line" href="structarmnn_utils_1_1_selective_quantizer.xhtml#a26e35c45d524caa048020337e2efe751"> 26</a></span>  <span class="keyword">static</span> T <a class="code" href="structarmnn_utils_1_1_selective_quantizer.xhtml#a26e35c45d524caa048020337e2efe751">Quantize</a>(<span class="keywordtype">float</span> value, <span class="keywordtype">float</span> scale, int32_t offset)</div><div class="line"><a name="l00027"></a><span class="lineno"> 27</span>  {</div><div class="line"><a name="l00028"></a><span class="lineno"> 28</span>  <span class="keywordflow">return</span> armnn::Quantize<T>(value, scale, offset);</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> </div><div class="line"><a name="l00031"></a><span class="lineno"><a class="line" href="structarmnn_utils_1_1_selective_quantizer.xhtml#a2a91368b05362c31424ff5df001883cb"> 31</a></span>  <span class="keyword">static</span> <span class="keywordtype">float</span> <a class="code" href="structarmnn_utils_1_1_selective_quantizer.xhtml#a2a91368b05362c31424ff5df001883cb">Dequantize</a>(T value, <span class="keywordtype">float</span> scale, int32_t offset)</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="keywordflow">return</span> <a class="code" href="namespacearmnn.xhtml#a855293b1be0581fb61ef6a1c5b027d0f">armnn::Dequantize</a>(value, scale, offset);</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> </div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span> <span class="keyword">template</span><<span class="keyword">typename</span> T></div><div class="line"><a name="l00038"></a><span class="lineno"><a class="line" href="structarmnn_utils_1_1_selective_quantizer_3_01_t_00_01false_01_4.xhtml"> 38</a></span> <span class="keyword">struct </span><a class="code" href="structarmnn_utils_1_1_selective_quantizer.xhtml">SelectiveQuantizer</a><T, <a class="code" href="_cl_layer_tests_8cpp.xhtml#af3b727ae5a13ff472892ab8bda2eb1b5">false</a>></div><div class="line"><a name="l00039"></a><span class="lineno"> 39</span> {</div><div class="line"><a name="l00040"></a><span class="lineno"><a class="line" href="structarmnn_utils_1_1_selective_quantizer_3_01_t_00_01false_01_4.xhtml#a26e35c45d524caa048020337e2efe751"> 40</a></span>  <span class="keyword">static</span> T <a class="code" href="structarmnn_utils_1_1_selective_quantizer_3_01_t_00_01false_01_4.xhtml#a26e35c45d524caa048020337e2efe751">Quantize</a>(<span class="keywordtype">float</span> value, <span class="keywordtype">float</span> scale, int32_t offset)</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>  <a class="code" href="namespacearmnn.xhtml#a44affeeb090c3c6a3062830562672e84">armnn::IgnoreUnused</a>(scale, offset);</div><div class="line"><a name="l00043"></a><span class="lineno"> 43</span>  <span class="keywordflow">return</span> value;</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="structarmnn_utils_1_1_selective_quantizer_3_01_t_00_01false_01_4.xhtml#a2a91368b05362c31424ff5df001883cb"> 46</a></span>  <span class="keyword">static</span> <span class="keywordtype">float</span> <a class="code" href="structarmnn_utils_1_1_selective_quantizer_3_01_t_00_01false_01_4.xhtml#a2a91368b05362c31424ff5df001883cb">Dequantize</a>(T value, <span class="keywordtype">float</span> scale, int32_t offset)</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>  <a class="code" href="namespacearmnn.xhtml#a44affeeb090c3c6a3062830562672e84">armnn::IgnoreUnused</a>(scale, offset);</div><div class="line"><a name="l00049"></a><span class="lineno"> 49</span>  <span class="keywordflow">return</span> value;</div><div class="line"><a name="l00050"></a><span class="lineno"> 50</span>  }</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> <span class="keyword">template</span><></div><div class="line"><a name="l00054"></a><span class="lineno"><a class="line" href="structarmnn_utils_1_1_selective_quantizer_3_01armnn_1_1_half_00_01false_01_4.xhtml"> 54</a></span> <span class="keyword">struct </span><a class="code" href="structarmnn_utils_1_1_selective_quantizer.xhtml">SelectiveQuantizer</a><<a class="code" href="namespacearmnn.xhtml">armnn</a>::<a class="code" href="namespacearmnn.xhtml#a0f38fa92b2468d5378258a2b074c1a31">Half</a>, <a class="code" href="_cl_layer_tests_8cpp.xhtml#af3b727ae5a13ff472892ab8bda2eb1b5">false</a>></div><div class="line"><a name="l00055"></a><span class="lineno"> 55</span> {</div><div class="line"><a name="l00056"></a><span class="lineno"><a class="line" href="structarmnn_utils_1_1_selective_quantizer_3_01armnn_1_1_half_00_01false_01_4.xhtml#ab66203e4d079e7092b452d76a9280d8e"> 56</a></span>  <span class="keyword">static</span> <a class="code" href="namespacearmnn.xhtml#a0f38fa92b2468d5378258a2b074c1a31">armnn::Half</a> <a class="code" href="structarmnn_utils_1_1_selective_quantizer_3_01armnn_1_1_half_00_01false_01_4.xhtml#ab66203e4d079e7092b452d76a9280d8e">Quantize</a>(<span class="keywordtype">float</span> value, <span class="keywordtype">float</span> scale, int32_t offset)</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>  <a class="code" href="namespacearmnn.xhtml#a44affeeb090c3c6a3062830562672e84">armnn::IgnoreUnused</a>(scale, offset);</div><div class="line"><a name="l00059"></a><span class="lineno"> 59</span>  <span class="keywordflow">return</span> <a class="code" href="namespacearmnn.xhtml#a0f38fa92b2468d5378258a2b074c1a31">armnn::Half</a>(value);</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> </div><div class="line"><a name="l00062"></a><span class="lineno"><a class="line" href="structarmnn_utils_1_1_selective_quantizer_3_01armnn_1_1_half_00_01false_01_4.xhtml#a11994aa76cbdd42206b960d9121454e1"> 62</a></span>  <span class="keyword">static</span> <span class="keywordtype">float</span> <a class="code" href="structarmnn_utils_1_1_selective_quantizer_3_01armnn_1_1_half_00_01false_01_4.xhtml#a11994aa76cbdd42206b960d9121454e1">Dequantize</a>(<a class="code" href="namespacearmnn.xhtml#a0f38fa92b2468d5378258a2b074c1a31">armnn::Half</a> value, <span class="keywordtype">float</span> scale, int32_t offset)</div><div class="line"><a name="l00063"></a><span class="lineno"> 63</span>  {</div><div class="line"><a name="l00064"></a><span class="lineno"> 64</span>  <a class="code" href="namespacearmnn.xhtml#a44affeeb090c3c6a3062830562672e84">armnn::IgnoreUnused</a>(scale, offset);</div><div class="line"><a name="l00065"></a><span class="lineno"> 65</span>  <span class="keywordflow">return</span> value;</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> };</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> <span class="keyword">template</span><></div><div class="line"><a name="l00070"></a><span class="lineno"><a class="line" href="structarmnn_utils_1_1_selective_quantizer_3_01armnn_1_1_b_float16_00_01false_01_4.xhtml"> 70</a></span> <span class="keyword">struct </span><a class="code" href="structarmnn_utils_1_1_selective_quantizer.xhtml">SelectiveQuantizer</a><<a class="code" href="namespacearmnn.xhtml">armnn</a>::<a class="code" href="classarmnn_1_1_b_float16.xhtml">BFloat16</a>, <a class="code" href="_cl_layer_tests_8cpp.xhtml#af3b727ae5a13ff472892ab8bda2eb1b5">false</a>></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="structarmnn_utils_1_1_selective_quantizer_3_01armnn_1_1_b_float16_00_01false_01_4.xhtml#a6ee4c676551db732f66bb0fa6412c97f"> 72</a></span>  <span class="keyword">static</span> <a class="code" href="classarmnn_1_1_b_float16.xhtml">armnn::BFloat16</a> <a class="code" href="structarmnn_utils_1_1_selective_quantizer_3_01armnn_1_1_b_float16_00_01false_01_4.xhtml#a6ee4c676551db732f66bb0fa6412c97f">Quantize</a>(<span class="keywordtype">float</span> value, <span class="keywordtype">float</span> scale, int32_t offset)</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>  <a class="code" href="namespacearmnn.xhtml#a44affeeb090c3c6a3062830562672e84">armnn::IgnoreUnused</a>(scale, offset);</div><div class="line"><a name="l00075"></a><span class="lineno"> 75</span>  <span class="keywordflow">return</span> <a class="code" href="classarmnn_1_1_b_float16.xhtml">armnn::BFloat16</a>(value);</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> </div><div class="line"><a name="l00078"></a><span class="lineno"><a class="line" href="structarmnn_utils_1_1_selective_quantizer_3_01armnn_1_1_b_float16_00_01false_01_4.xhtml#ac55b4c9e1af04d8dcee6bbbba0d1c499"> 78</a></span>  <span class="keyword">static</span> <span class="keywordtype">float</span> <a class="code" href="structarmnn_utils_1_1_selective_quantizer_3_01armnn_1_1_b_float16_00_01false_01_4.xhtml#ac55b4c9e1af04d8dcee6bbbba0d1c499">Dequantize</a>(<a class="code" href="classarmnn_1_1_b_float16.xhtml">armnn::BFloat16</a> value, <span class="keywordtype">float</span> scale, int32_t offset)</div><div class="line"><a name="l00079"></a><span class="lineno"> 79</span>  {</div><div class="line"><a name="l00080"></a><span class="lineno"> 80</span>  <a class="code" href="namespacearmnn.xhtml#a44affeeb090c3c6a3062830562672e84">armnn::IgnoreUnused</a>(scale, offset);</div><div class="line"><a name="l00081"></a><span class="lineno"> 81</span>  <span class="keywordflow">return</span> value;</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> <span class="keyword">template</span><<span class="keyword">typename</span> T></div><div class="line"><a name="l00086"></a><span class="lineno"><a class="line" href="namespacearmnn_utils.xhtml#a21b249bca87a5ad47359abd9ec7acada"> 86</a></span> T <a class="code" href="namespacearmnn_utils.xhtml#a21b249bca87a5ad47359abd9ec7acada">SelectiveQuantize</a>(<span class="keywordtype">float</span> value, <span class="keywordtype">float</span> scale, int32_t offset)</div><div class="line"><a name="l00087"></a><span class="lineno"> 87</span> {</div><div class="line"><a name="l00088"></a><span class="lineno"> 88</span>  <span class="keywordflow">return</span> <a class="code" href="structarmnn_utils_1_1_selective_quantizer.xhtml">SelectiveQuantizer<T, armnn::IsQuantizedType<T></a>()>::<a class="code" href="structarmnn_utils_1_1_selective_quantizer.xhtml#a26e35c45d524caa048020337e2efe751">Quantize</a>(value, scale, offset);</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> </div><div class="line"><a name="l00091"></a><span class="lineno"> 91</span> <span class="keyword">template</span><<span class="keyword">typename</span> T></div><div class="line"><a name="l00092"></a><span class="lineno"><a class="line" href="namespacearmnn_utils.xhtml#a5135dc1ce7a8aeb97623c1a92c5a3543"> 92</a></span> <span class="keywordtype">float</span> <a class="code" href="namespacearmnn_utils.xhtml#a5135dc1ce7a8aeb97623c1a92c5a3543">SelectiveDequantize</a>(T value, <span class="keywordtype">float</span> scale, int32_t offset)</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">return</span> <a class="code" href="structarmnn_utils_1_1_selective_quantizer.xhtml">SelectiveQuantizer<T, armnn::IsQuantizedType<T></a>()>::<a class="code" href="structarmnn_utils_1_1_selective_quantizer.xhtml#a2a91368b05362c31424ff5df001883cb">Dequantize</a>(value, scale, offset);</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> </div><div class="line"><a name="l00097"></a><span class="lineno"> 97</span> <span class="keyword">template</span><<span class="keyword">typename</span> ItType></div><div class="line"><a name="l00098"></a><span class="lineno"><a class="line" href="structarmnn_utils_1_1_is_floating_point_iterator.xhtml"> 98</a></span> <span class="keyword">struct </span><a class="code" href="structarmnn_utils_1_1_is_floating_point_iterator.xhtml">IsFloatingPointIterator</a></div><div class="line"><a name="l00099"></a><span class="lineno"> 99</span> {</div><div class="line"><a name="l00100"></a><span class="lineno"><a class="line" href="structarmnn_utils_1_1_is_floating_point_iterator.xhtml#a5b4ee4ae6cba6bb75200ba7af1910873"> 100</a></span>  <span class="keyword">static</span> constexpr <span class="keywordtype">bool</span> value=std::is_floating_point<typename std::iterator_traits<ItType>::value_type>::value;</div><div class="line"><a name="l00101"></a><span class="lineno"> 101</span> };</div><div class="line"><a name="l00102"></a><span class="lineno"> 102</span> </div><div class="line"><a name="l00103"></a><span class="lineno"> 103</span> <span class="keyword">template</span> <<span class="keyword">typename</span> T, <span class="keyword">typename</span> FloatIt,</div><div class="line"><a name="l00104"></a><span class="lineno"> 104</span> <span class="keyword">typename</span> std::enable_if<IsFloatingPointIterator<FloatIt>::value, <span class="keywordtype">int</span>>::type=0 <span class="comment">// Makes sure fp iterator is valid.</span></div><div class="line"><a name="l00105"></a><span class="lineno"> 105</span> ></div><div class="line"><a name="l00106"></a><span class="lineno"><a class="line" href="namespacearmnn_utils.xhtml#afb0aab92dc5b9bc5d7ebe2ea036f3809"> 106</a></span> std::vector<T> <a class="code" href="namespacearmnn_utils.xhtml#afb0aab92dc5b9bc5d7ebe2ea036f3809">QuantizedVector</a>(FloatIt first, FloatIt last, <span class="keywordtype">float</span> qScale, int32_t qOffset)</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>  std::vector<T> quantized;</div><div class="line"><a name="l00109"></a><span class="lineno"> 109</span>  quantized.reserve(boost::numeric_cast<size_t>(std::distance(first, last)));</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>  <span class="keywordflow">for</span> (<span class="keyword">auto</span> it = first; it != last; ++it)</div><div class="line"><a name="l00112"></a><span class="lineno"> 112</span>  {</div><div class="line"><a name="l00113"></a><span class="lineno"> 113</span>  <span class="keyword">auto</span> f = *it;</div><div class="line"><a name="l00114"></a><span class="lineno"> 114</span>  T q = SelectiveQuantize<T>(f, qScale, qOffset);</div><div class="line"><a name="l00115"></a><span class="lineno"> 115</span>  quantized.push_back(q);</div><div class="line"><a name="l00116"></a><span class="lineno"> 116</span>  }</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>  <span class="keywordflow">return</span> quantized;</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> </div><div class="line"><a name="l00121"></a><span class="lineno"> 121</span> <span class="keyword">template</span><<span class="keyword">typename</span> T></div><div class="line"><a name="l00122"></a><span class="lineno"><a class="line" href="namespacearmnn_utils.xhtml#ad10541679f7d9740ba7a3c96b9843456"> 122</a></span> std::vector<T> <a class="code" href="namespacearmnn_utils.xhtml#afb0aab92dc5b9bc5d7ebe2ea036f3809">QuantizedVector</a>(<span class="keyword">const</span> std::vector<float>& array, <span class="keywordtype">float</span> qScale = 1.f, int32_t qOffset = 0)</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">return</span> QuantizedVector<T>(array.begin(), array.end(), qScale, qOffset);</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> </div><div class="line"><a name="l00127"></a><span class="lineno"> 127</span> <span class="keyword">template</span><<span class="keyword">typename</span> T></div><div class="line"><a name="l00128"></a><span class="lineno"><a class="line" href="namespacearmnn_utils.xhtml#af29a7b903bf7ae9639ea29bc05ccb289"> 128</a></span> std::vector<T> <a class="code" href="namespacearmnn_utils.xhtml#afb0aab92dc5b9bc5d7ebe2ea036f3809">QuantizedVector</a>(std::initializer_list<float> array, <span class="keywordtype">float</span> qScale = 1.f, int32_t qOffset = 0)</div><div class="line"><a name="l00129"></a><span class="lineno"> 129</span> {</div><div class="line"><a name="l00130"></a><span class="lineno"> 130</span>  <span class="keywordflow">return</span> QuantizedVector<T>(array.begin(), array.end(), qScale, qOffset);</div><div class="line"><a name="l00131"></a><span class="lineno"> 131</span> }</div><div class="line"><a name="l00132"></a><span class="lineno"> 132</span> </div><div class="line"><a name="l00133"></a><span class="lineno"> 133</span> } <span class="comment">// namespace armnnUtils</span></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="namespacearmnn_xhtml_a855293b1be0581fb61ef6a1c5b027d0f"><div class="ttname"><a href="namespacearmnn.xhtml#a855293b1be0581fb61ef6a1c5b027d0f">armnn::Dequantize</a></div><div class="ttdeci">float Dequantize(QuantizedType value, float scale, int32_t offset)</div><div class="ttdoc">Dequantize an 8-bit data type into a floating point data type. </div><div class="ttdef"><b>Definition:</b> <a href="_types_utils_8cpp_source.xhtml#l00047">TypesUtils.cpp:47</a></div></div> +<div class="ttc" id="namespacearmnn_utils_xhtml_a21b249bca87a5ad47359abd9ec7acada"><div class="ttname"><a href="namespacearmnn_utils.xhtml#a21b249bca87a5ad47359abd9ec7acada">armnnUtils::SelectiveQuantize</a></div><div class="ttdeci">T SelectiveQuantize(float value, float scale, int32_t offset)</div><div class="ttdef"><b>Definition:</b> <a href="_quantize_helper_8hpp_source.xhtml#l00086">QuantizeHelper.hpp:86</a></div></div> +<div class="ttc" id="structarmnn_utils_1_1_selective_quantizer_3_01_t_00_01false_01_4_xhtml_a26e35c45d524caa048020337e2efe751"><div class="ttname"><a href="structarmnn_utils_1_1_selective_quantizer_3_01_t_00_01false_01_4.xhtml#a26e35c45d524caa048020337e2efe751">armnnUtils::SelectiveQuantizer< T, false >::Quantize</a></div><div class="ttdeci">static T Quantize(float value, float scale, int32_t offset)</div><div class="ttdef"><b>Definition:</b> <a href="_quantize_helper_8hpp_source.xhtml#l00040">QuantizeHelper.hpp:40</a></div></div> +<div class="ttc" id="classarmnn_1_1_b_float16_xhtml"><div class="ttname"><a href="classarmnn_1_1_b_float16.xhtml">armnn::BFloat16</a></div><div class="ttdef"><b>Definition:</b> <a href="_b_float16_8hpp_source.xhtml#l00014">BFloat16.hpp:14</a></div></div> +<div class="ttc" id="structarmnn_utils_1_1_selective_quantizer_xhtml"><div class="ttname"><a href="structarmnn_utils_1_1_selective_quantizer.xhtml">armnnUtils::SelectiveQuantizer</a></div><div class="ttdef"><b>Definition:</b> <a href="_quantize_helper_8hpp_source.xhtml#l00024">QuantizeHelper.hpp:24</a></div></div> +<div class="ttc" id="namespacearmnn_xhtml"><div class="ttname"><a href="namespacearmnn.xhtml">armnn</a></div><div class="ttdoc">Copyright (c) 2020 ARM Limited. </div><div class="ttdef"><b>Definition:</b> <a href="00__introduction_8dox_source.xhtml#l00025">00_introduction.dox:25</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="_cl_layer_tests_8cpp_xhtml_af3b727ae5a13ff472892ab8bda2eb1b5"><div class="ttname"><a href="_cl_layer_tests_8cpp.xhtml#af3b727ae5a13ff472892ab8bda2eb1b5">false</a></div><div class="ttdeci">DataLayout::NHWC false</div><div class="ttdef"><b>Definition:</b> <a href="_cl_layer_tests_8cpp_source.xhtml#l00129">ClLayerTests.cpp:129</a></div></div> +<div class="ttc" id="structarmnn_utils_1_1_selective_quantizer_3_01armnn_1_1_half_00_01false_01_4_xhtml_a11994aa76cbdd42206b960d9121454e1"><div class="ttname"><a href="structarmnn_utils_1_1_selective_quantizer_3_01armnn_1_1_half_00_01false_01_4.xhtml#a11994aa76cbdd42206b960d9121454e1">armnnUtils::SelectiveQuantizer< armnn::Half, false >::Dequantize</a></div><div class="ttdeci">static float Dequantize(armnn::Half value, float scale, int32_t offset)</div><div class="ttdef"><b>Definition:</b> <a href="_quantize_helper_8hpp_source.xhtml#l00062">QuantizeHelper.hpp:62</a></div></div> +<div class="ttc" id="_types_utils_8hpp_xhtml"><div class="ttname"><a href="_types_utils_8hpp.xhtml">TypesUtils.hpp</a></div></div> +<div class="ttc" id="namespacearmnn_utils_xhtml_afb0aab92dc5b9bc5d7ebe2ea036f3809"><div class="ttname"><a href="namespacearmnn_utils.xhtml#afb0aab92dc5b9bc5d7ebe2ea036f3809">armnnUtils::QuantizedVector</a></div><div class="ttdeci">std::vector< T > QuantizedVector(FloatIt first, FloatIt last, float qScale, int32_t qOffset)</div><div class="ttdef"><b>Definition:</b> <a href="_quantize_helper_8hpp_source.xhtml#l00106">QuantizeHelper.hpp:106</a></div></div> +<div class="ttc" id="structarmnn_utils_1_1_selective_quantizer_3_01armnn_1_1_b_float16_00_01false_01_4_xhtml_a6ee4c676551db732f66bb0fa6412c97f"><div class="ttname"><a href="structarmnn_utils_1_1_selective_quantizer_3_01armnn_1_1_b_float16_00_01false_01_4.xhtml#a6ee4c676551db732f66bb0fa6412c97f">armnnUtils::SelectiveQuantizer< armnn::BFloat16, false >::Quantize</a></div><div class="ttdeci">static armnn::BFloat16 Quantize(float value, float scale, int32_t offset)</div><div class="ttdef"><b>Definition:</b> <a href="_quantize_helper_8hpp_source.xhtml#l00072">QuantizeHelper.hpp:72</a></div></div> +<div class="ttc" id="structarmnn_utils_1_1_selective_quantizer_3_01_t_00_01false_01_4_xhtml_a2a91368b05362c31424ff5df001883cb"><div class="ttname"><a href="structarmnn_utils_1_1_selective_quantizer_3_01_t_00_01false_01_4.xhtml#a2a91368b05362c31424ff5df001883cb">armnnUtils::SelectiveQuantizer< T, false >::Dequantize</a></div><div class="ttdeci">static float Dequantize(T value, float scale, int32_t offset)</div><div class="ttdef"><b>Definition:</b> <a href="_quantize_helper_8hpp_source.xhtml#l00046">QuantizeHelper.hpp:46</a></div></div> +<div class="ttc" id="structarmnn_utils_1_1_is_floating_point_iterator_xhtml"><div class="ttname"><a href="structarmnn_utils_1_1_is_floating_point_iterator.xhtml">armnnUtils::IsFloatingPointIterator</a></div><div class="ttdef"><b>Definition:</b> <a href="_quantize_helper_8hpp_source.xhtml#l00098">QuantizeHelper.hpp:98</a></div></div> +<div class="ttc" id="_half_8hpp_xhtml"><div class="ttname"><a href="_half_8hpp.xhtml">Half.hpp</a></div></div> +<div class="ttc" id="structarmnn_utils_1_1_selective_quantizer_3_01armnn_1_1_b_float16_00_01false_01_4_xhtml_ac55b4c9e1af04d8dcee6bbbba0d1c499"><div class="ttname"><a href="structarmnn_utils_1_1_selective_quantizer_3_01armnn_1_1_b_float16_00_01false_01_4.xhtml#ac55b4c9e1af04d8dcee6bbbba0d1c499">armnnUtils::SelectiveQuantizer< armnn::BFloat16, false >::Dequantize</a></div><div class="ttdeci">static float Dequantize(armnn::BFloat16 value, float scale, int32_t offset)</div><div class="ttdef"><b>Definition:</b> <a href="_quantize_helper_8hpp_source.xhtml#l00078">QuantizeHelper.hpp:78</a></div></div> +<div class="ttc" id="structarmnn_utils_1_1_selective_quantizer_xhtml_a26e35c45d524caa048020337e2efe751"><div class="ttname"><a href="structarmnn_utils_1_1_selective_quantizer.xhtml#a26e35c45d524caa048020337e2efe751">armnnUtils::SelectiveQuantizer::Quantize</a></div><div class="ttdeci">static T Quantize(float value, float scale, int32_t offset)</div><div class="ttdef"><b>Definition:</b> <a href="_quantize_helper_8hpp_source.xhtml#l00026">QuantizeHelper.hpp:26</a></div></div> +<div class="ttc" id="namespacearmnn_utils_xhtml"><div class="ttname"><a href="namespacearmnn_utils.xhtml">armnnUtils</a></div><div class="ttdef"><b>Definition:</b> <a href="_data_layout_indexed_8hpp_source.xhtml#l00013">DataLayoutIndexed.hpp:13</a></div></div> +<div class="ttc" id="structarmnn_utils_1_1_selective_quantizer_xhtml_a2a91368b05362c31424ff5df001883cb"><div class="ttname"><a href="structarmnn_utils_1_1_selective_quantizer.xhtml#a2a91368b05362c31424ff5df001883cb">armnnUtils::SelectiveQuantizer::Dequantize</a></div><div class="ttdeci">static float Dequantize(T value, float scale, int32_t offset)</div><div class="ttdef"><b>Definition:</b> <a href="_quantize_helper_8hpp_source.xhtml#l00031">QuantizeHelper.hpp:31</a></div></div> +<div class="ttc" id="_b_float16_8hpp_xhtml"><div class="ttname"><a href="_b_float16_8hpp.xhtml">BFloat16.hpp</a></div></div> +<div class="ttc" id="namespacearmnn_utils_xhtml_a5135dc1ce7a8aeb97623c1a92c5a3543"><div class="ttname"><a href="namespacearmnn_utils.xhtml#a5135dc1ce7a8aeb97623c1a92c5a3543">armnnUtils::SelectiveDequantize</a></div><div class="ttdeci">float SelectiveDequantize(T value, float scale, int32_t offset)</div><div class="ttdef"><b>Definition:</b> <a href="_quantize_helper_8hpp_source.xhtml#l00092">QuantizeHelper.hpp:92</a></div></div> +<div class="ttc" id="namespacearmnn_xhtml_a0f38fa92b2468d5378258a2b074c1a31"><div class="ttname"><a href="namespacearmnn.xhtml#a0f38fa92b2468d5378258a2b074c1a31">armnn::Half</a></div><div class="ttdeci">half_float::half Half</div><div class="ttdef"><b>Definition:</b> <a href="_half_8hpp_source.xhtml#l00016">Half.hpp:16</a></div></div> +<div class="ttc" id="structarmnn_utils_1_1_selective_quantizer_3_01armnn_1_1_half_00_01false_01_4_xhtml_ab66203e4d079e7092b452d76a9280d8e"><div class="ttname"><a href="structarmnn_utils_1_1_selective_quantizer_3_01armnn_1_1_half_00_01false_01_4.xhtml#ab66203e4d079e7092b452d76a9280d8e">armnnUtils::SelectiveQuantizer< armnn::Half, false >::Quantize</a></div><div class="ttdeci">static armnn::Half Quantize(float value, float scale, int32_t offset)</div><div class="ttdef"><b>Definition:</b> <a href="_quantize_helper_8hpp_source.xhtml#l00056">QuantizeHelper.hpp:56</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_5d9c764a006d252ff232a5efbbd99a46.xhtml">armnnUtils</a></li><li class="navelem"><a class="el" href="_quantize_helper_8hpp.xhtml">QuantizeHelper.hpp</a></li> + <li class="footer">Generated on Fri Mar 13 2020 16:09:10 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> |