aboutsummaryrefslogtreecommitdiff
path: root/Documentation/md_src_armnn_tf_lite_parser__tensor_flow_lite_support.html
diff options
context:
space:
mode:
authorRyan OShea <Ryan.OShea2@arm.com>2020-03-13 16:26:19 +0000
committerRyan OShea <Ryan.OShea2@arm.com>2020-03-13 16:26:19 +0000
commitde36e4a9c299028e792c3a5bd99ad0816d806077 (patch)
tree6c71d89db68da1033bb422253cee2970580ed692 /Documentation/md_src_armnn_tf_lite_parser__tensor_flow_lite_support.html
parent78b26f024641e763c7252198339c83bad8c0982f (diff)
downloadarmnn-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_tf_lite_parser__tensor_flow_lite_support.html')
-rw-r--r--Documentation/md_src_armnn_tf_lite_parser__tensor_flow_lite_support.html150
1 files changed, 150 insertions, 0 deletions
diff --git a/Documentation/md_src_armnn_tf_lite_parser__tensor_flow_lite_support.html b/Documentation/md_src_armnn_tf_lite_parser__tensor_flow_lite_support.html
new file mode 100644
index 0000000000..930105c333
--- /dev/null
+++ b/Documentation/md_src_armnn_tf_lite_parser__tensor_flow_lite_support.html
@@ -0,0 +1,150 @@
+<!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: TensorFlow Lite operators that the Arm NN SDK supports</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">
+ $(document).ready(initResizable);
+</script>
+<link href="search/search.css" rel="stylesheet" type="text/css"/>
+<script type="text/javascript" src="search/searchdata.js"></script>
+<script type="text/javascript" src="search/search.js"></script>
+<link href="doxygen.css" rel="stylesheet" type="text/css" />
+</head>
+<body>
+<div id="top"><!-- do not remove this div, it is closed by doxygen! -->
+<div id="titlearea">
+<table cellspacing="0" cellpadding="0">
+ <tbody>
+ <tr style="height: 56px;">
+ <td id="projectalign" style="padding-left: 0.5em;">
+ <div id="projectname">ArmNN
+ &#160;<span id="projectnumber">NotReleased</span>
+ </div>
+ </td>
+ </tr>
+ </tbody>
+</table>
+</div>
+<!-- end header part -->
+<!-- Generated by Doxygen 1.8.13 -->
+<script type="text/javascript">
+var searchBox = new SearchBox("searchBox", "search",false,'Search');
+</script>
+<script type="text/javascript" src="menudata.js"></script>
+<script type="text/javascript" src="menu.js"></script>
+<script type="text/javascript">
+$(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_tf_lite_parser__tensor_flow_lite_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">TensorFlow Lite operators that the Arm NN SDK supports </div> </div>
+</div><!--header-->
+<div class="contents">
+<div class="textblock"><p>This reference guide provides a list of TensorFlow Lite operators the Arm NN SDK currently supports.</p>
+<h2>Fully supported</h2>
+<p>The Arm NN SDK TensorFlow Lite parser currently supports the following operators:</p>
+<ul>
+<li>ADD</li>
+<li>AVERAGE_POOL_2D, Supported Fused Activation: RELU , RELU6 , TANH, NONE</li>
+<li>BATCH_TO_SPACE</li>
+<li>CONCATENATION, Supported Fused Activation: RELU , RELU6 , TANH, NONE</li>
+<li>CONV_2D, Supported Fused Activation: RELU , RELU6 , TANH, NONE</li>
+<li>DEPTHWISE_CONV_2D, Supported Fused Activation: RELU , RELU6 , TANH, NONE</li>
+<li>DEQUANTIZE</li>
+<li>FULLY_CONNECTED, Supported Fused Activation: RELU , RELU6 , TANH, NONE</li>
+<li>LOGISTIC</li>
+<li>L2_NORMALIZATION</li>
+<li>MAX_POOL_2D, Supported Fused Activation: RELU , RELU6 , TANH, NONE</li>
+<li>MAXIMUM</li>
+<li>MEAN</li>
+<li>MINIMUM</li>
+<li>MUL</li>
+<li>PACK</li>
+<li>PAD</li>
+<li>QUANTIZE</li>
+<li>RELU</li>
+<li>RELU6</li>
+<li>RESHAPE</li>
+<li>RESIZE_BILINEAR</li>
+<li>RESIZE_NEAREST_NEIGHBOR</li>
+<li>SLICE</li>
+<li>SOFTMAX</li>
+<li>SPACE_TO_BATCH</li>
+<li>SPLIT</li>
+<li>SQUEEZE</li>
+<li>STRIDED_SLICE</li>
+<li>SUB</li>
+<li>TANH</li>
+<li>TRANSPOSE</li>
+<li>TRANSPOSE_CONV</li>
+<li>UNPACK</li>
+</ul>
+<h2>Custom Operator</h2>
+<ul>
+<li>TFLite_Detection_PostProcess</li>
+</ul>
+<h2>Tested networks</h2>
+<p>Arm tested these operators with the following TensorFlow Lite neural network:</p>
+<ul>
+<li><a href="http://download.tensorflow.org/models/mobilenet_v1_2018_02_22/mobilenet_v1_1.0_224_quant.tgz">Quantized MobileNet</a></li>
+<li><a href="http://download.tensorflow.org/models/object_detection/ssd_mobilenet_v1_quantized_300x300_coco14_sync_2018_07_18.tar.gz">Quantized SSD MobileNet</a></li>
+<li>DeepSpeech v1 converted from <a href="https://github.com/mozilla/DeepSpeech/releases/tag/v0.4.1">TensorFlow model</a></li>
+<li>DeepSpeaker</li>
+</ul>
+<p>More machine learning operators 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>