diff options
author | Ryan OShea <Ryan.OShea2@arm.com> | 2020-03-13 16:26:19 +0000 |
---|---|---|
committer | Ryan OShea <Ryan.OShea2@arm.com> | 2020-03-13 16:26:19 +0000 |
commit | de36e4a9c299028e792c3a5bd99ad0816d806077 (patch) | |
tree | 6c71d89db68da1033bb422253cee2970580ed692 /Documentation/structarmnn_1_1_q_asymm_u8_quantization_scheme.html | |
parent | 78b26f024641e763c7252198339c83bad8c0982f (diff) | |
download | armnn-de36e4a9c299028e792c3a5bd99ad0816d806077.tar.gz |
IVGCVSW-3726 Upload ArmNN Doxygen files
* Upload current ArmNN Doxygen files
Signed-off-by: Ryan OShea <Ryan.OShea2@arm.com>
Change-Id: I8989ed16ee40a99a4495b100bd009cf3e24a7285
Diffstat (limited to 'Documentation/structarmnn_1_1_q_asymm_u8_quantization_scheme.html')
-rw-r--r-- | Documentation/structarmnn_1_1_q_asymm_u8_quantization_scheme.html | 239 |
1 files changed, 239 insertions, 0 deletions
diff --git a/Documentation/structarmnn_1_1_q_asymm_u8_quantization_scheme.html b/Documentation/structarmnn_1_1_q_asymm_u8_quantization_scheme.html new file mode 100644 index 0000000000..311437cc37 --- /dev/null +++ b/Documentation/structarmnn_1_1_q_asymm_u8_quantization_scheme.html @@ -0,0 +1,239 @@ +<!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="viewport" content="width=device-width, initial-scale=1"/> +<title>ArmNN: QAsymmU8QuantizationScheme Struct 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"> + $(document).ready(initResizable); +</script> +<link href="search/search.css" rel="stylesheet" type="text/css"/> +<script type="text/javascript" src="search/searchdata.js"></script> +<script type="text/javascript" src="search/search.js"></script> +<link href="doxygen.css" rel="stylesheet" type="text/css" /> +</head> +<body> +<div id="top"><!-- do not remove this div, it is closed by doxygen! --> +<div id="titlearea"> +<table cellspacing="0" cellpadding="0"> + <tbody> + <tr style="height: 56px;"> + <td id="projectalign" style="padding-left: 0.5em;"> + <div id="projectname">ArmNN +  <span id="projectnumber">NotReleased</span> + </div> + </td> + </tr> + </tbody> +</table> +</div> +<!-- end header part --> +<!-- Generated by Doxygen 1.8.13 --> +<script type="text/javascript"> +var searchBox = new SearchBox("searchBox", "search",false,'Search'); +</script> +<script type="text/javascript" src="menudata.js"></script> +<script type="text/javascript" src="menu.js"></script> +<script type="text/javascript"> +$(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('structarmnn_1_1_q_asymm_u8_quantization_scheme.html','');}); +</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="#pub-methods">Public Member Functions</a> | +<a href="structarmnn_1_1_q_asymm_u8_quantization_scheme-members.html">List of all members</a> </div> + <div class="headertitle"> +<div class="title">QAsymmU8QuantizationScheme Struct Reference</div> </div> +</div><!--header--> +<div class="contents"> + +<p><code>#include <<a class="el" href="_network_quantization_scheme_8hpp_source.html">NetworkQuantizationScheme.hpp</a>></code></p> +<div class="dynheader"> +Inheritance diagram for QAsymmU8QuantizationScheme:</div> +<div class="dyncontent"> + <div class="center"> + <img src="structarmnn_1_1_q_asymm_u8_quantization_scheme.png" usemap="#QAsymmU8QuantizationScheme_map" alt=""/> + <map id="QAsymmU8QuantizationScheme_map" name="QAsymmU8QuantizationScheme_map"> +<area href="structarmnn_1_1_i_quantization_scheme.html" alt="IQuantizationScheme" shape="rect" coords="0,0,192,24"/> +</map> + </div></div> +<table class="memberdecls"> +<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-methods"></a> +Public Member Functions</h2></td></tr> +<tr class="memitem:a9fb07d8d7554a1502e732b8afa92040a"><td class="memItemLeft" align="right" valign="top"><a class="el" href="namespacearmnn.html#a9b8e5a95f8c061bbbcdb036915dcb61a">OffsetScalePair</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_q_asymm_u8_quantization_scheme.html#a9fb07d8d7554a1502e732b8afa92040a">ComputeScheme</a> (double min, double max) const override</td></tr> +<tr class="separator:a9fb07d8d7554a1502e732b8afa92040a"><td class="memSeparator" colspan="2"> </td></tr> +<tr class="memitem:a1046eb36ff708a1b84f9a6bf0103fbc7"><td class="memItemLeft" align="right" valign="top">int </td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_q_asymm_u8_quantization_scheme.html#a1046eb36ff708a1b84f9a6bf0103fbc7">NumBits</a> () const override</td></tr> +<tr class="separator:a1046eb36ff708a1b84f9a6bf0103fbc7"><td class="memSeparator" colspan="2"> </td></tr> +<tr class="memitem:a57d67416d97cb7138e43656b43feb797"><td class="memItemLeft" align="right" valign="top"><a class="el" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6">DataType</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_q_asymm_u8_quantization_scheme.html#a57d67416d97cb7138e43656b43feb797">GetDataType</a> () const override</td></tr> +<tr class="separator:a57d67416d97cb7138e43656b43feb797"><td class="memSeparator" colspan="2"> </td></tr> +<tr class="inherit_header pub_methods_structarmnn_1_1_i_quantization_scheme"><td colspan="2" onclick="javascript:toggleInherit('pub_methods_structarmnn_1_1_i_quantization_scheme')"><img src="closed.png" alt="-"/> Public Member Functions inherited from <a class="el" href="structarmnn_1_1_i_quantization_scheme.html">IQuantizationScheme</a></td></tr> +<tr class="memitem:ac7ce71800ca0ebb1222958717a834c9a inherit pub_methods_structarmnn_1_1_i_quantization_scheme"><td class="memItemLeft" align="right" valign="top">virtual </td><td class="memItemRight" valign="bottom"><a class="el" href="structarmnn_1_1_i_quantization_scheme.html#ac7ce71800ca0ebb1222958717a834c9a">~IQuantizationScheme</a> ()</td></tr> +<tr class="separator:ac7ce71800ca0ebb1222958717a834c9a inherit pub_methods_structarmnn_1_1_i_quantization_scheme"><td class="memSeparator" colspan="2"> </td></tr> +</table> +<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2> +<div class="textblock"> +<p class="definition">Definition at line <a class="el" href="_network_quantization_scheme_8hpp_source.html#l00029">29</a> of file <a class="el" href="_network_quantization_scheme_8hpp_source.html">NetworkQuantizationScheme.hpp</a>.</p> +</div><h2 class="groupheader">Member Function Documentation</h2> +<a id="a9fb07d8d7554a1502e732b8afa92040a"></a> +<h2 class="memtitle"><span class="permalink"><a href="#a9fb07d8d7554a1502e732b8afa92040a">◆ </a></span>ComputeScheme()</h2> + +<div class="memitem"> +<div class="memproto"> +<table class="mlabels"> + <tr> + <td class="mlabels-left"> + <table class="memname"> + <tr> + <td class="memname"><a class="el" href="namespacearmnn.html#a9b8e5a95f8c061bbbcdb036915dcb61a">OffsetScalePair</a> ComputeScheme </td> + <td>(</td> + <td class="paramtype">double </td> + <td class="paramname"><em>min</em>, </td> + </tr> + <tr> + <td class="paramkey"></td> + <td></td> + <td class="paramtype">double </td> + <td class="paramname"><em>max</em> </td> + </tr> + <tr> + <td></td> + <td>)</td> + <td></td><td> const</td> + </tr> + </table> + </td> + <td class="mlabels-right"> +<span class="mlabels"><span class="mlabel">inline</span><span class="mlabel">override</span><span class="mlabel">virtual</span></span> </td> + </tr> +</table> +</div><div class="memdoc"> + +<p>Implements <a class="el" href="structarmnn_1_1_i_quantization_scheme.html#a6a5561395e9693f02258b49dfcc009b4">IQuantizationScheme</a>.</p> + +<p class="definition">Definition at line <a class="el" href="_network_quantization_scheme_8hpp_source.html#l00031">31</a> of file <a class="el" href="_network_quantization_scheme_8hpp_source.html">NetworkQuantizationScheme.hpp</a>.</p> + +<p class="reference">References <a class="el" href="structarmnn_1_1_i_quantization_scheme.html#a7ebe7ca1c6100440fcc130217f43561b">IQuantizationScheme::NumBits()</a>.</p> + +<p class="reference">Referenced by <a class="el" href="_network_quantizer_utils_8hpp_source.html#l00023">armnn::QuantizeConstant()</a>.</p> +<div class="fragment"><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">if</span> (min > max)</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>  <span class="keywordflow">throw</span> InvalidArgumentException(<span class="stringliteral">"min > max will result in invalid quantization."</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> </div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span>  <span class="keywordtype">double</span> highest = (1 << <a class="code" href="structarmnn_1_1_q_asymm_u8_quantization_scheme.html#a1046eb36ff708a1b84f9a6bf0103fbc7">NumBits</a>()) - 1;</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>  min = std::min(0.0, min); <span class="comment">// min <= 0.0</span></div><div class="line"><a name="l00041"></a><span class="lineno"> 41</span>  max = std::max(0.0, max); <span class="comment">// max >= 0.0</span></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">// To avoid dividing by zero when quantizing a zero filled tensor</span></div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span>  <span class="keywordflow">if</span> (min == 0.0 && max == 0.0)</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>  max = 1.0;</div><div class="line"><a name="l00047"></a><span class="lineno"> 47</span>  }</div><div class="line"><a name="l00048"></a><span class="lineno"> 48</span> </div><div class="line"><a name="l00049"></a><span class="lineno"> 49</span>  <span class="comment">// Assumes quantization range [0-highest]</span></div><div class="line"><a name="l00050"></a><span class="lineno"> 50</span>  <span class="keywordtype">double</span> scale = (max-min) / highest;</div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span>  <span class="keywordtype">double</span> offset = -min / scale;</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="comment">// Clamp offset [0-highest]</span></div><div class="line"><a name="l00054"></a><span class="lineno"> 54</span>  offset = std::max(0.0, std::min(highest, offset));</div><div class="line"><a name="l00055"></a><span class="lineno"> 55</span> </div><div class="line"><a name="l00056"></a><span class="lineno"> 56</span>  <span class="keywordflow">return</span> std::make_pair(static_cast<float>(scale), static_cast<int>(std::round(offset)));</div><div class="line"><a name="l00057"></a><span class="lineno"> 57</span>  }</div><div class="ttc" id="structarmnn_1_1_q_asymm_u8_quantization_scheme_html_a1046eb36ff708a1b84f9a6bf0103fbc7"><div class="ttname"><a href="structarmnn_1_1_q_asymm_u8_quantization_scheme.html#a1046eb36ff708a1b84f9a6bf0103fbc7">armnn::QAsymmU8QuantizationScheme::NumBits</a></div><div class="ttdeci">int NumBits() const override</div><div class="ttdef"><b>Definition:</b> <a href="_network_quantization_scheme_8hpp_source.html#l00059">NetworkQuantizationScheme.hpp:59</a></div></div> +</div><!-- fragment --> +</div> +</div> +<a id="a57d67416d97cb7138e43656b43feb797"></a> +<h2 class="memtitle"><span class="permalink"><a href="#a57d67416d97cb7138e43656b43feb797">◆ </a></span>GetDataType()</h2> + +<div class="memitem"> +<div class="memproto"> +<table class="mlabels"> + <tr> + <td class="mlabels-left"> + <table class="memname"> + <tr> + <td class="memname"><a class="el" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6">DataType</a> GetDataType </td> + <td>(</td> + <td class="paramname"></td><td>)</td> + <td> const</td> + </tr> + </table> + </td> + <td class="mlabels-right"> +<span class="mlabels"><span class="mlabel">inline</span><span class="mlabel">override</span><span class="mlabel">virtual</span></span> </td> + </tr> +</table> +</div><div class="memdoc"> + +<p>Implements <a class="el" href="structarmnn_1_1_i_quantization_scheme.html#ad23181f9f8fcc85758f62c49fc7ca23f">IQuantizationScheme</a>.</p> + +<p class="definition">Definition at line <a class="el" href="_network_quantization_scheme_8hpp_source.html#l00061">61</a> of file <a class="el" href="_network_quantization_scheme_8hpp_source.html">NetworkQuantizationScheme.hpp</a>.</p> + +<p class="reference">References <a class="el" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6a0a3f57c876f5a230244c38e1453a8a6e">armnn::QAsymmU8</a>.</p> +<div class="fragment"><div class="line"><a name="l00061"></a><span class="lineno"> 61</span> { <span class="keywordflow">return</span> <a class="code" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6a0a3f57c876f5a230244c38e1453a8a6e">DataType::QAsymmU8</a>; }</div><div class="ttc" id="namespacearmnn_html_ad8ed01ff3ff33333d8e19db4d2818bb6a0a3f57c876f5a230244c38e1453a8a6e"><div class="ttname"><a href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6a0a3f57c876f5a230244c38e1453a8a6e">armnn::DataType::QAsymmU8</a></div></div> +</div><!-- fragment --> +</div> +</div> +<a id="a1046eb36ff708a1b84f9a6bf0103fbc7"></a> +<h2 class="memtitle"><span class="permalink"><a href="#a1046eb36ff708a1b84f9a6bf0103fbc7">◆ </a></span>NumBits()</h2> + +<div class="memitem"> +<div class="memproto"> +<table class="mlabels"> + <tr> + <td class="mlabels-left"> + <table class="memname"> + <tr> + <td class="memname">int NumBits </td> + <td>(</td> + <td class="paramname"></td><td>)</td> + <td> const</td> + </tr> + </table> + </td> + <td class="mlabels-right"> +<span class="mlabels"><span class="mlabel">inline</span><span class="mlabel">override</span><span class="mlabel">virtual</span></span> </td> + </tr> +</table> +</div><div class="memdoc"> + +<p>Implements <a class="el" href="structarmnn_1_1_i_quantization_scheme.html#a7ebe7ca1c6100440fcc130217f43561b">IQuantizationScheme</a>.</p> + +<p class="definition">Definition at line <a class="el" href="_network_quantization_scheme_8hpp_source.html#l00059">59</a> of file <a class="el" href="_network_quantization_scheme_8hpp_source.html">NetworkQuantizationScheme.hpp</a>.</p> +<div class="fragment"><div class="line"><a name="l00059"></a><span class="lineno"> 59</span> { <span class="keywordflow">return</span> 8; }</div></div><!-- fragment --> +</div> +</div> +<hr/>The documentation for this struct was generated from the following file:<ul> +<li>src/armnn/<a class="el" href="_network_quantization_scheme_8hpp_source.html">NetworkQuantizationScheme.hpp</a></li> +</ul> +</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="namespacearmnn.html">armnn</a></li><li class="navelem"><a class="el" href="structarmnn_1_1_q_asymm_u8_quantization_scheme.html">QAsymmU8QuantizationScheme</a></li> + <li class="footer">Generated on Fri Mar 13 2020 16:07:04 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> |