aboutsummaryrefslogtreecommitdiff
path: root/21.02/serializer.xhtml
blob: 610079010cfe7cea181dced7ea79aa87b5a254a2 (plain)
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
199
200
<!-- 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: Serializer</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">
   &#160;<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('serializer.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">Serializer </div>  </div>
</div><!--header-->
<div class="contents">
<div class="toc"><h3>Table of Contents</h3>
<ul><li class="level1"><a href="#serializersupport">Supported Layers</a><ul><li class="level2"><a href="#serializersupportflully">Fully supported</a></li>
<li class="level2"><a href="#serializersupportdeprecated">Deprecated layers</a></li>
</ul>
</li>
</ul>
</div>
<div class="textblock"><p>The <code><a class="el" href="namespacearmnn_serializer.xhtml">armnnSerializer</a></code> is a library for serializing an Arm NN network to a stream.</p>
<h1><a class="anchor" id="serializersupport"></a>
Supported Layers</h1>
<p>This reference guide provides a list of layers which can be serialized by the Arm NN SDK.</p>
<h2><a class="anchor" id="serializersupportflully"></a>
Fully supported</h2>
<p>The Arm NN SDK Serializer currently supports the following layers:</p>
<ul>
<li>Activation</li>
<li>Addition</li>
<li>ArgMinMax</li>
<li>BatchToSpaceNd</li>
<li>BatchNormalization</li>
<li>Comparison</li>
<li>Concat</li>
<li>Constant</li>
<li>Convolution2d</li>
<li>DepthToSpace</li>
<li>DepthwiseConvolution2d</li>
<li>Dequantize</li>
<li>DetectionPostProcess</li>
<li>Division</li>
<li>ElementwiseUnary</li>
<li>Fill</li>
<li>Floor</li>
<li>FullyConnected</li>
<li>Gather</li>
<li>Input</li>
<li>InstanceNormalization</li>
<li>L2Normalization</li>
<li>Logical</li>
<li>LogSoftmax</li>
<li>Lstm</li>
<li>Maximum</li>
<li>Mean</li>
<li>Merge</li>
<li>Minimum</li>
<li>Multiplication</li>
<li>Normalization</li>
<li>Output</li>
<li>Pad</li>
<li>Permute</li>
<li>Pooling2d</li>
<li>Prelu</li>
<li>QLstm</li>
<li>Quantize</li>
<li>QuantizedLstm</li>
<li>Rank</li>
<li>Reduce</li>
<li>Reshape</li>
<li>Resize</li>
<li>Slice</li>
<li>Softmax</li>
<li>SpaceToBatchNd</li>
<li>SpaceToDepth</li>
<li>Splitter</li>
<li>Stack</li>
<li>StandIn</li>
<li>StridedSlice</li>
<li>Subtraction</li>
<li>Switch</li>
<li>Transpose</li>
<li>TransposeConvolution2d</li>
</ul>
<p>More machine learning layers will be supported in future releases.</p>
<h2><a class="anchor" id="serializersupportdeprecated"></a>
Deprecated layers</h2>
<p>Some layers have been deprecated and replaced by others layers. In order to maintain backward compatibility, serializations of these deprecated layers will deserialize to the layers that have replaced them, as follows:</p>
<ul>
<li>Abs will deserialize as ElementwiseUnary</li>
<li>Equal will deserialize as Comparison</li>
<li>Greater will deserialize as Comparison</li>
<li>Merger will deserialize as Concat</li>
<li>ResizeBilinear will deserialize as Resize</li>
<li>Rsqrt will deserialize as ElementwiseUnary <br />
<br />
<br />
<br />
 </li>
</ul>
</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="swtools.xhtml">Software Tools</a></li>
    <li class="footer">Generated on Thu Feb 25 2021 17:27:56 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>