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| 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/_caffe_support_8md_source.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/_caffe_support_8md_source.html')
| -rw-r--r-- | Documentation/_caffe_support_8md_source.html | 99 |
1 files changed, 99 insertions, 0 deletions
diff --git a/Documentation/_caffe_support_8md_source.html b/Documentation/_caffe_support_8md_source.html new file mode 100644 index 0000000000..10ade4d491 --- /dev/null +++ b/Documentation/_caffe_support_8md_source.html @@ -0,0 +1,99 @@ +<!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/armnnCaffeParser/CaffeSupport.md 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('_caffe_support_8md.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">src/armnnCaffeParser/CaffeSupport.md</div> </div> +</div><!--header--> +<div class="contents"> +<a href="_caffe_support_8md.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span> #Caffe layers supported by the Arm NN SDK</div><div class="line"><a name="l00002"></a><span class="lineno"> 2</span> This reference guide provides a list of Caffe layers the Arm NN SDK currently supports.</div><div class="line"><a name="l00003"></a><span class="lineno"> 3</span> </div><div class="line"><a name="l00004"></a><span class="lineno"> 4</span> Although some other neural networks might work, Arm tests the Arm NN SDK with Caffe implementations of the following neural networks: </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> - AlexNet.</div><div class="line"><a name="l00007"></a><span class="lineno"> 7</span> - Cifar10.</div><div class="line"><a name="l00008"></a><span class="lineno"> 8</span> - Inception-BN.</div><div class="line"><a name="l00009"></a><span class="lineno"> 9</span> - Resnet_50, Resnet_101 and Resnet_152.</div><div class="line"><a name="l00010"></a><span class="lineno"> 10</span> - VGG_CNN_S, VGG_16 and VGG_19.</div><div class="line"><a name="l00011"></a><span class="lineno"> 11</span> - Yolov1_tiny.</div><div class="line"><a name="l00012"></a><span class="lineno"> 12</span> - Lenet.</div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span> - MobileNetv1.</div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span> </div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span> The Arm NN SDK supports the following machine learning layers for Caffe networks:</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> </div><div class="line"><a name="l00018"></a><span class="lineno"> 18</span> - BatchNorm, in inference mode.</div><div class="line"><a name="l00019"></a><span class="lineno"> 19</span> - Convolution, excluding the Dilation Size, Weight Filler, Bias Filler, Engine, Force nd_im2col, and Axis parameters.</div><div class="line"><a name="l00020"></a><span class="lineno"> 20</span> </div><div class="line"><a name="l00021"></a><span class="lineno"> 21</span>  Caffe doesn't support depthwise convolution, the equivalent layer is implemented through the notion of groups. ArmNN supports groups this way:</div><div class="line"><a name="l00022"></a><span class="lineno"> 22</span>  - when group=1, it is a normal conv2d</div><div class="line"><a name="l00023"></a><span class="lineno"> 23</span>  - when group=#input_channels, we can replace it by a depthwise convolution</div><div class="line"><a name="l00024"></a><span class="lineno"> 24</span>  - when group>1 && group<#input_channels, we need to split the input into the given number of groups, apply a separate convolution and then merge the results</div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span> - Concat, along the channel dimension only.</div><div class="line"><a name="l00026"></a><span class="lineno"> 26</span> - Dropout, in inference mode.</div><div class="line"><a name="l00027"></a><span class="lineno"> 27</span> - Eltwise, excluding the coeff parameter.</div><div class="line"><a name="l00028"></a><span class="lineno"> 28</span> - Inner Product, excluding the Weight Filler, Bias Filler, Engine, and Axis parameters.</div><div class="line"><a name="l00029"></a><span class="lineno"> 29</span> - Input.</div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span> - LRN, excluding the Engine parameter.</div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span> - Pooling, excluding the Stochastic Pooling and Engine parameters.</div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span> - ReLU.</div><div class="line"><a name="l00033"></a><span class="lineno"> 33</span> - Scale.</div><div class="line"><a name="l00034"></a><span class="lineno"> 34</span> - Softmax, excluding the Axis and Engine parameters.</div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span> - Split.</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> More machine learning layers will be supported in future releases.</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="_caffe_support_8md.html">CaffeSupport.md</a></li> + <li class="footer">Generated on Fri Mar 13 2020 16:06:55 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> |