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
|
<!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: src/backends/reference/workloads/ElementwiseFunction.cpp 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>
<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('_elementwise_function_8cpp_source.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="headertitle">
<div class="title">ElementwiseFunction.cpp</div> </div>
</div><!--header-->
<div class="contents">
<a href="_elementwise_function_8cpp.html">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">#include "<a class="code" href="_elementwise_function_8hpp.html">ElementwiseFunction.hpp</a>"</span></div><div class="line"><a name="l00007"></a><span class="lineno"> 7</span> <span class="preprocessor">#include "<a class="code" href="_broadcast_8hpp.html">Broadcast.hpp</a>"</span></div><div class="line"><a name="l00008"></a><span class="lineno"> 8</span> <span class="preprocessor">#include <functional></span></div><div class="line"><a name="l00009"></a><span class="lineno"> 9</span> <span class="preprocessor">#include "<a class="code" href="_minimum_8hpp.html">Minimum.hpp</a>"</span></div><div class="line"><a name="l00010"></a><span class="lineno"> 10</span> <span class="preprocessor">#include "<a class="code" href="_maximum_8hpp.html">Maximum.hpp</a>"</span></div><div class="line"><a name="l00011"></a><span class="lineno"> 11</span> <span class="preprocessor">#include "<a class="code" href="_abs_8hpp.html">Abs.hpp</a>"</span></div><div class="line"><a name="l00012"></a><span class="lineno"> 12</span> <span class="preprocessor">#include "<a class="code" href="_exp_8hpp.html">Exp.hpp</a>"</span></div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span> <span class="preprocessor">#include "<a class="code" href="_rsqrt_8hpp.html">Rsqrt.hpp</a>"</span></div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span> <span class="preprocessor">#include "<a class="code" href="_sqrt_8hpp.html">Sqrt.hpp</a>"</span></div><div class="line"><a name="l00015"></a><span class="lineno"> 15</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.html">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"> 20</span> <span class="keyword">template</span> <<span class="keyword">typename</span> Functor></div><div class="line"><a name="l00021"></a><span class="lineno"><a class="line" href="structarmnn_1_1_elementwise_binary_function.html#a12cf00d4ad8e7a82d40b10878fd91507"> 21</a></span> <a class="code" href="structarmnn_1_1_elementwise_binary_function.html#a12cf00d4ad8e7a82d40b10878fd91507">ElementwiseBinaryFunction<Functor>::ElementwiseBinaryFunction</a>(<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_tensor_shape.html">TensorShape</a>& inShape0,</div><div class="line"><a name="l00022"></a><span class="lineno"> 22</span>  <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_tensor_shape.html">TensorShape</a>& inShape1,</div><div class="line"><a name="l00023"></a><span class="lineno"> 23</span>  <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_tensor_shape.html">TensorShape</a>& outShape,</div><div class="line"><a name="l00024"></a><span class="lineno"> 24</span>  <a class="code" href="classarmnn_1_1_decoder.html">Decoder<InType></a>& inData0,</div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span>  <a class="code" href="classarmnn_1_1_decoder.html">Decoder<InType></a>& inData1,</div><div class="line"><a name="l00026"></a><span class="lineno"> 26</span>  <a class="code" href="classarmnn_1_1_encoder.html">Encoder<OutType></a>& outData)</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>  <a class="code" href="structarmnn_1_1_broadcast_loop.html">BroadcastLoop</a>(inShape0, inShape1, outShape).<a class="code" href="structarmnn_1_1_broadcast_loop.html#ae9f47e12d6c2265d33fed54e88cf179f">Unroll</a>(Functor(), 0, inData0, inData1, outData);</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"> 31</span> <span class="keyword">template</span> <<span class="keyword">typename</span> Functor></div><div class="line"><a name="l00032"></a><span class="lineno"><a class="line" href="structarmnn_1_1_elementwise_unary_function.html#a6cada5f35c3f1c582a2c8587ddf2b6c6"> 32</a></span> <a class="code" href="structarmnn_1_1_elementwise_unary_function.html#a6cada5f35c3f1c582a2c8587ddf2b6c6">ElementwiseUnaryFunction<Functor>::ElementwiseUnaryFunction</a>(<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_tensor_shape.html">TensorShape</a>& inShape,</div><div class="line"><a name="l00033"></a><span class="lineno"> 33</span>  <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_tensor_shape.html">TensorShape</a>& outShape,</div><div class="line"><a name="l00034"></a><span class="lineno"> 34</span>  <a class="code" href="classarmnn_1_1_decoder.html">Decoder<InType></a>& inData,</div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span>  <a class="code" href="classarmnn_1_1_encoder.html">Encoder<OutType></a>& outData)</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>  <a class="code" href="structarmnn_1_1_broadcast_loop.html">BroadcastLoop</a>(inShape, outShape).<a class="code" href="structarmnn_1_1_broadcast_loop.html#ae9f47e12d6c2265d33fed54e88cf179f">Unroll</a>(Functor(), 0, inData, outData);</div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span> }</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="comment">//namespace armnn</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> <span class="keyword">template</span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1_elementwise_binary_function.html">armnn::ElementwiseBinaryFunction<std::plus<float></a>>;</div><div class="line"><a name="l00043"></a><span class="lineno"> 43</span> <span class="keyword">template</span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1_elementwise_binary_function.html">armnn::ElementwiseBinaryFunction<std::minus<float></a>>;</div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span> <span class="keyword">template</span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1_elementwise_binary_function.html">armnn::ElementwiseBinaryFunction<std::multiplies<float></a>>;</div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span> <span class="keyword">template</span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1_elementwise_binary_function.html">armnn::ElementwiseBinaryFunction<std::divides<float></a>>;</div><div class="line"><a name="l00046"></a><span class="lineno"> 46</span> <span class="keyword">template</span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1_elementwise_binary_function.html">armnn::ElementwiseBinaryFunction<armnn::maximum<float></a>>;</div><div class="line"><a name="l00047"></a><span class="lineno"> 47</span> <span class="keyword">template</span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1_elementwise_binary_function.html">armnn::ElementwiseBinaryFunction<armnn::minimum<float></a>>;</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">// Comparison</span></div><div class="line"><a name="l00050"></a><span class="lineno"> 50</span> <span class="keyword">template</span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1_elementwise_binary_function.html">armnn::ElementwiseBinaryFunction<std::equal_to<float></a>>;</div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span> <span class="keyword">template</span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1_elementwise_binary_function.html">armnn::ElementwiseBinaryFunction<std::greater<float></a>>;</div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span> <span class="keyword">template</span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1_elementwise_binary_function.html">armnn::ElementwiseBinaryFunction<std::greater_equal<float></a>>;</div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span> <span class="keyword">template</span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1_elementwise_binary_function.html">armnn::ElementwiseBinaryFunction<std::less<float></a>>;</div><div class="line"><a name="l00054"></a><span class="lineno"> 54</span> <span class="keyword">template</span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1_elementwise_binary_function.html">armnn::ElementwiseBinaryFunction<std::less_equal<float></a>>;</div><div class="line"><a name="l00055"></a><span class="lineno"> 55</span> <span class="keyword">template</span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1_elementwise_binary_function.html">armnn::ElementwiseBinaryFunction<std::not_equal_to<float></a>>;</div><div class="line"><a name="l00056"></a><span class="lineno"> 56</span> </div><div class="line"><a name="l00057"></a><span class="lineno"> 57</span> <span class="comment">// Unary</span></div><div class="line"><a name="l00058"></a><span class="lineno"> 58</span> <span class="keyword">template</span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1_elementwise_unary_function.html">armnn::ElementwiseUnaryFunction<armnn::abs<float></a>>;</div><div class="line"><a name="l00059"></a><span class="lineno"> 59</span> <span class="keyword">template</span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1_elementwise_unary_function.html">armnn::ElementwiseUnaryFunction<armnn::exp<float></a>>;</div><div class="line"><a name="l00060"></a><span class="lineno"> 60</span> <span class="keyword">template</span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1_elementwise_unary_function.html">armnn::ElementwiseUnaryFunction<std::negate<float></a>>;</div><div class="line"><a name="l00061"></a><span class="lineno"> 61</span> <span class="keyword">template</span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1_elementwise_unary_function.html">armnn::ElementwiseUnaryFunction<armnn::rsqrt<float></a>>;</div><div class="line"><a name="l00062"></a><span class="lineno"> 62</span> <span class="keyword">template</span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1_elementwise_unary_function.html">armnn::ElementwiseUnaryFunction<armnn::sqrt<float></a>>;</div><div class="ttc" id="structarmnn_1_1_broadcast_loop_html_ae9f47e12d6c2265d33fed54e88cf179f"><div class="ttname"><a href="structarmnn_1_1_broadcast_loop.html#ae9f47e12d6c2265d33fed54e88cf179f">armnn::BroadcastLoop::Unroll</a></div><div class="ttdeci">void Unroll(Func operationFunc, unsigned int dimension, DecoderOp &inData0, DecoderOp &inData1, EncoderOp &outData)</div><div class="ttdef"><b>Definition:</b> <a href="_broadcast_8hpp_source.html#l00026">Broadcast.hpp:26</a></div></div>
<div class="ttc" id="structarmnn_1_1_broadcast_loop_html"><div class="ttname"><a href="structarmnn_1_1_broadcast_loop.html">armnn::BroadcastLoop</a></div><div class="ttdef"><b>Definition:</b> <a href="_broadcast_8hpp_source.html#l00014">Broadcast.hpp:14</a></div></div>
<div class="ttc" id="structarmnn_1_1_elementwise_unary_function_html"><div class="ttname"><a href="structarmnn_1_1_elementwise_unary_function.html">armnn::ElementwiseUnaryFunction</a></div><div class="ttdef"><b>Definition:</b> <a href="_elementwise_function_8hpp_source.html#l00029">ElementwiseFunction.hpp:29</a></div></div>
<div class="ttc" id="_abs_8hpp_html"><div class="ttname"><a href="_abs_8hpp.html">Abs.hpp</a></div></div>
<div class="ttc" id="_sqrt_8hpp_html"><div class="ttname"><a href="_sqrt_8hpp.html">Sqrt.hpp</a></div></div>
<div class="ttc" id="classarmnn_1_1_decoder_html"><div class="ttname"><a href="classarmnn_1_1_decoder.html">armnn::Decoder</a></div><div class="ttdef"><b>Definition:</b> <a href="_base_iterator_8hpp_source.html#l00039">BaseIterator.hpp:39</a></div></div>
<div class="ttc" id="_maximum_8hpp_html"><div class="ttname"><a href="_maximum_8hpp.html">Maximum.hpp</a></div></div>
<div class="ttc" id="structarmnn_1_1_elementwise_binary_function_html_a12cf00d4ad8e7a82d40b10878fd91507"><div class="ttname"><a href="structarmnn_1_1_elementwise_binary_function.html#a12cf00d4ad8e7a82d40b10878fd91507">armnn::ElementwiseBinaryFunction::ElementwiseBinaryFunction</a></div><div class="ttdeci">ElementwiseBinaryFunction(const TensorShape &inShape0, const TensorShape &inShape1, const TensorShape &outShape, Decoder< InType > &inData0, Decoder< InType > &inData1, Encoder< OutType > &outData)</div><div class="ttdef"><b>Definition:</b> <a href="_elementwise_function_8cpp_source.html#l00021">ElementwiseFunction.cpp:21</a></div></div>
<div class="ttc" id="_broadcast_8hpp_html"><div class="ttname"><a href="_broadcast_8hpp.html">Broadcast.hpp</a></div></div>
<div class="ttc" id="classarmnn_1_1_encoder_html"><div class="ttname"><a href="classarmnn_1_1_encoder.html">armnn::Encoder</a></div><div class="ttdef"><b>Definition:</b> <a href="_base_iterator_8hpp_source.html#l00052">BaseIterator.hpp:52</a></div></div>
<div class="ttc" id="_rsqrt_8hpp_html"><div class="ttname"><a href="_rsqrt_8hpp.html">Rsqrt.hpp</a></div></div>
<div class="ttc" id="namespacearmnn_html"><div class="ttname"><a href="namespacearmnn.html">armnn</a></div><div class="ttdef"><b>Definition:</b> <a href="_backend_helper_8hpp_source.html#l00011">BackendHelper.hpp:11</a></div></div>
<div class="ttc" id="_minimum_8hpp_html"><div class="ttname"><a href="_minimum_8hpp.html">Minimum.hpp</a></div></div>
<div class="ttc" id="_exp_8hpp_html"><div class="ttname"><a href="_exp_8hpp.html">Exp.hpp</a></div></div>
<div class="ttc" id="classarmnn_1_1_tensor_shape_html"><div class="ttname"><a href="classarmnn_1_1_tensor_shape.html">armnn::TensorShape</a></div><div class="ttdef"><b>Definition:</b> <a href="_tensor_8hpp_source.html#l00020">Tensor.hpp:20</a></div></div>
<div class="ttc" id="_elementwise_function_8hpp_html"><div class="ttname"><a href="_elementwise_function_8hpp.html">ElementwiseFunction.hpp</a></div></div>
<div class="ttc" id="structarmnn_1_1_elementwise_binary_function_html"><div class="ttname"><a href="structarmnn_1_1_elementwise_binary_function.html">armnn::ElementwiseBinaryFunction</a></div><div class="ttdef"><b>Definition:</b> <a href="_elementwise_function_8hpp_source.html#l00015">ElementwiseFunction.hpp:15</a></div></div>
<div class="ttc" id="structarmnn_1_1_elementwise_unary_function_html_a6cada5f35c3f1c582a2c8587ddf2b6c6"><div class="ttname"><a href="structarmnn_1_1_elementwise_unary_function.html#a6cada5f35c3f1c582a2c8587ddf2b6c6">armnn::ElementwiseUnaryFunction::ElementwiseUnaryFunction</a></div><div class="ttdeci">ElementwiseUnaryFunction(const TensorShape &inShape, const TensorShape &outShape, Decoder< InType > &inData, Encoder< OutType > &outData)</div><div class="ttdef"><b>Definition:</b> <a href="_elementwise_function_8cpp_source.html#l00032">ElementwiseFunction.cpp:32</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.html">src</a></li><li class="navelem"><a class="el" href="dir_0f3cdec46afbc61a1ded8e1687c9c9a0.html">backends</a></li><li class="navelem"><a class="el" href="dir_efae4012d0e357ebeaba7d02491d70e5.html">reference</a></li><li class="navelem"><a class="el" href="dir_d2f3b8e2e64df3181ebe92efcc0a3012.html">workloads</a></li><li class="navelem"><a class="el" href="_elementwise_function_8cpp.html">ElementwiseFunction.cpp</a></li>
<li class="footer">Generated on Fri Mar 13 2020 16:06:58 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>
|
