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diff --git a/20.02/other_tools.xhtml b/20.02/other_tools.xhtml new file mode 100644 index 0000000000..48a78b09ad --- /dev/null +++ b/20.02/other_tools.xhtml @@ -0,0 +1,206 @@ +<!-- 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: Other Tools</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"> + $(document).ready(initResizable); +</script> +<link href="search/search.css" rel="stylesheet" type="text/css"/> +<script type="text/javascript" src="search/searchdata.js"></script> +<script type="text/javascript" src="search/search.js"></script> +<script type="text/x-mathjax-config"> + MathJax.Hub.Config({ + extensions: ["tex2jax.js"], + jax: ["input/TeX","output/HTML-CSS"], +}); +</script><script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js"></script> +<link href="doxygen.css" rel="stylesheet" type="text/css" /> +<link href="stylesheet.css" rel="stylesheet" type="text/css"/> +</head> +<body> +<div id="top"><!-- do not remove this div, it is closed by doxygen! --> +<div id="titlearea"> +<table cellspacing="0" cellpadding="0"> + <tbody> + <tr style="height: 56px;"> + <img alt="ArmNN" src="Arm_NN_horizontal_blue.png" style="max-width: 10rem; margin-top: .5rem; margin-left 10px"/> + <td style="padding-left: 0.5em;"> + <div id="projectname"> +  <span id="projectnumber">20.02</span> + </div> + </td> + </tr> + </tbody> +</table> +</div> +<!-- end header part --> +<!-- Generated by Doxygen 1.8.13 --> +<script type="text/javascript"> +var searchBox = new SearchBox("searchBox", "search",false,'Search'); +</script> +<script type="text/javascript" src="menudata.js"></script> +<script type="text/javascript" src="menu.js"></script> +<script type="text/javascript"> +$(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('other_tools.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">Other Tools </div> </div> +</div><!--header--> +<div class="contents"> +<div class="toc"><h3>Table of Contents</h3> +<ul><li class="level1"><a href="#S14_image_csv_file_generator">The ImageCSVFileGenerator</a></li> +<li class="level1"><a href="#S15_image_tensor_generator">The ImageTensorGenerator</a></li> +<li class="level1"><a href="#S16_model_accuracy_tool_armnn">The ModelAccuracyTool-ArmNN</a></li> +</ul> +</div> +<div class="textblock"><h1><a class="anchor" id="S14_image_csv_file_generator"></a> +The ImageCSVFileGenerator</h1> +<p>The <code>ImageCSVFileGenerator</code> is a program for creating a CSV file that contains a list of .raw tensor files. These .raw tensor files can be generated using the<code>ImageTensorGenerator</code>.</p> +<table class="doxtable"> +<tr> +<th>Cmd:</th><th></th><th></th></tr> +<tr> +<td>-h </td><td>–help </td><td>Display help messages </td></tr> +<tr> +<td>-i </td><td>–indir </td><td>Directory that .raw files are stored in </td></tr> +<tr> +<td>-o </td><td>–outfile </td><td>Output CSV file path </td></tr> +</table> +<p>Example usage: <br /> + </p><div class="fragment"><div class="line">./ImageCSVFileGenerator -i /path/to/directory/ -o /output/path/csvfile.csv</div></div><!-- fragment --><p> <br /> +<br /> +<br /> +<br /> +</p> +<h1><a class="anchor" id="S15_image_tensor_generator"></a> +The ImageTensorGenerator</h1> +<p>The <code>ImageTensorGenerator</code> is a program for pre-processing a .jpg image before generating a .raw tensor file from it.</p> +<p>Build option: To build ModelAccuracyTool, pass the following options to Cmake: -DBUILD_ARMNN_QUANTIZER=1</p> +<table class="doxtable"> +<tr> +<th>Cmd:</th><th></th><th></th></tr> +<tr> +<td>-h </td><td>–help </td><td>Display help messages </td></tr> +<tr> +<td>-f </td><td>–model-format </td><td>Format of the intended model file that uses the images.Different formats have different image normalization styles.Accepted values (caffe, tensorflow, tflite) </td></tr> +<tr> +<td>-i </td><td>–infile </td><td>Input image file to generate tensor from </td></tr> +<tr> +<td>-o </td><td>–outfile </td><td>Output raw tensor file path </td></tr> +<tr> +<td>-z </td><td>–output-type </td><td>The data type of the output tensors.If unset, defaults to "float" for all defined inputs. Accepted values (float, int or qasymm8) </td></tr> +<tr> +<td></td><td>–new-width </td><td>Resize image to new width. Keep original width if unspecified </td></tr> +<tr> +<td></td><td>–new-height </td><td>Resize image to new height. Keep original height if unspecified </td></tr> +<tr> +<td>-l </td><td>–layout </td><td>Output data layout, "NHWC" or "NCHW". Default value: NHWC </td></tr> +</table> +<p>Example usage: <br /> + </p><div class="fragment"><div class="line">.sh ./ImageTensorGenerator -i /path/to/image/dog.jpg -o /output/path/dog.raw --new-width 224 --new-height 224</div></div><!-- fragment --><p> <br /> +<br /> +<br /> +<br /> +</p> +<h1><a class="anchor" id="S16_model_accuracy_tool_armnn"></a> +The ModelAccuracyTool-ArmNN</h1> +<p>The <code>ModelAccuracyTool-Armnn</code> is a program for measuring the Top 5 accuracy results of a model against an image dataset.</p> +<p>Prerequisites:</p><ol type="1"> +<li>The model is in .armnn format model file. The <code>ArmnnConverter</code> can be used to convert a model to this format.</li> +</ol> +<p>Build option: To build ModelAccuracyTool, pass the following options to Cmake: -DFLATC_DIR=/path/to/flatbuffers/x86build/ -DBUILD_ACCURACY_TOOL=1 -DBUILD_ARMNN_SERIALIZER=1</p> +<table class="doxtable"> +<tr> +<th>Cmd:</th><th></th><th></th></tr> +<tr> +<td>-h </td><td>–help </td><td>Display help messages </td></tr> +<tr> +<td>-m </td><td>–model-path </td><td>Path to armnn format model file </td></tr> +<tr> +<td>-f </td><td>–model-format </td><td>The model format. Supported values: caffe, tensorflow, tflite </td></tr> +<tr> +<td>-i </td><td>–input-name </td><td>Identifier of the input tensors in the network separated by comma </td></tr> +<tr> +<td>-o </td><td>–output-name </td><td>Identifier of the output tensors in the network separated by comma </td></tr> +<tr> +<td>-d </td><td>–data-dir </td><td>Path to directory containing the ImageNet test data </td></tr> +<tr> +<td>-p </td><td>–model-output-labels </td><td>Path to model output labels file. </td></tr> +<tr> +<td>-v </td><td>–validation-labels-path </td><td>Path to ImageNet Validation Label file </td></tr> +<tr> +<td>-l </td><td>–data-layout ] </td><td>Data layout. Supported value: NHWC, NCHW. Default: NHWC </td></tr> +<tr> +<td>-c </td><td>–compute </td><td>Which device to run layers on by default. Possible choices: CpuRef, CpuAcc, GpuAcc. Default: CpuAcc, CpuRef </td></tr> +<tr> +<td>-r </td><td>–validation-range </td><td>The range of the images to be evaluated. Specified in the form <begin index>="">:<end index>="">. The index starts at 1 and the range is inclusive. By default the evaluation will be performed on all images. </td></tr> +<tr> +<td>-b </td><td>–blacklist-path </td><td>Path to a blacklist file where each line denotes the index of an image to be excluded from evaluation. </td></tr> +</table> +<p>Example usage: <br /> + </p><div class="fragment"><div class="line">./ModelAccuracyTool -m /path/to/model/model.armnn -f tflite -i input -o output -d /path/to/test/directory/ -p /path/to/model-output-labels -v /path/to/file/val.txt -c CpuRef -r 1:100</div></div><!-- fragment --><p> <br /> +<br /> + </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 16:09:16 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> |