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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/md_src_armnn_caffe_parser__caffe_support.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/md_src_armnn_caffe_parser__caffe_support.html')
| -rw-r--r-- | Documentation/md_src_armnn_caffe_parser__caffe_support.html | 133 |
1 files changed, 133 insertions, 0 deletions
diff --git a/Documentation/md_src_armnn_caffe_parser__caffe_support.html b/Documentation/md_src_armnn_caffe_parser__caffe_support.html new file mode 100644 index 0000000000..e5ef72b5db --- /dev/null +++ b/Documentation/md_src_armnn_caffe_parser__caffe_support.html @@ -0,0 +1,133 @@ +<!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: CaffeSupport</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('md_src_armnn_caffe_parser__caffe_support.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">CaffeSupport </div> </div> +</div><!--header--> +<div class="contents"> +<div class="textblock"><p>#Caffe layers supported by the Arm NN SDK This reference guide provides a list of Caffe layers the Arm NN SDK currently supports.</p> +<p>Although some other neural networks might work, Arm tests the Arm NN SDK with Caffe implementations of the following neural networks:</p> +<ul> +<li>AlexNet.</li> +<li>Cifar10.</li> +<li>Inception-BN.</li> +<li>Resnet_50, Resnet_101 and Resnet_152.</li> +<li>VGG_CNN_S, VGG_16 and VGG_19.</li> +<li>Yolov1_tiny.</li> +<li>Lenet.</li> +<li>MobileNetv1.</li> +</ul> +<p>The Arm NN SDK supports the following machine learning layers for Caffe networks:</p> +<ul> +<li>BatchNorm, in inference mode.</li> +<li><p class="startli">Convolution, excluding the Dilation Size, Weight Filler, Bias Filler, Engine, Force nd_im2col, and Axis parameters.</p> +<p class="startli">Caffe doesn't support depthwise convolution, the equivalent layer is implemented through the notion of groups. ArmNN supports groups this way:</p><ul> +<li>when group=1, it is a normal conv2d</li> +<li>when group=#input_channels, we can replace it by a depthwise convolution</li> +<li>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</li> +</ul> +</li> +<li>Concat, along the channel dimension only.</li> +<li>Dropout, in inference mode.</li> +<li>Eltwise, excluding the coeff parameter.</li> +<li>Inner Product, excluding the Weight Filler, Bias Filler, Engine, and Axis parameters.</li> +<li>Input.</li> +<li>LRN, excluding the Engine parameter.</li> +<li>Pooling, excluding the Stochastic Pooling and Engine parameters.</li> +<li>ReLU.</li> +<li>Scale.</li> +<li>Softmax, excluding the Axis and Engine parameters.</li> +<li>Split.</li> +</ul> +<p>More machine learning layers will be supported in future releases. </p> +</div></div><!-- contents --> +</div><!-- doc-content --> +<!-- start footer part --> +<div id="nav-path" class="navpath"><!-- id is needed for treeview function! --> + <ul> + <li class="footer">Generated on Fri Mar 13 2020 16:07:01 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> |