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| author | Nikhil Raj <nikhil.raj@arm.com> | 2022-03-08 20:01:38 +0000 |
|---|---|---|
| committer | Nikhil Raj <nikhil.raj@arm.com> | 2022-03-09 12:26:14 +0000 |
| commit | f4019872c1134c6fcc1d6993e5746f55c1e79208 (patch) | |
| tree | b07ea8bdd70d696adfa3814344e210ea67be1e8c /22.02/class_inference_model.xhtml | |
| parent | 0d75c02b21b919b81035205f3914ee273b93b30c (diff) | |
| download | armnn-f4019872c1134c6fcc1d6993e5746f55c1e79208.tar.gz | |
IVGCVSW-6819 Fix the directory structure and broken link to latest docu
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
Change-Id: I05b559d15faf92c76ff536719693b361316be4f3
Diffstat (limited to '22.02/class_inference_model.xhtml')
| -rw-r--r-- | 22.02/class_inference_model.xhtml | 908 |
1 files changed, 908 insertions, 0 deletions
diff --git a/22.02/class_inference_model.xhtml b/22.02/class_inference_model.xhtml new file mode 100644 index 0000000000..bf8724186c --- /dev/null +++ b/22.02/class_inference_model.xhtml @@ -0,0 +1,908 @@ +<!-- 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: InferenceModel< IParser, TDataType > Class Template Reference</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"> + $(document).ready(initResizable); +</script> +<link href="search/search.css" rel="stylesheet" type="text/css"/> +<script type="text/javascript" src="search/searchdata.js"></script> +<script type="text/javascript" src="search/search.js"></script> +<script type="text/x-mathjax-config"> + MathJax.Hub.Config({ + extensions: ["tex2jax.js"], + jax: ["input/TeX","output/HTML-CSS"], +}); +</script><script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js"></script> +<link href="doxygen.css" rel="stylesheet" type="text/css" /> +<link href="stylesheet.css" rel="stylesheet" type="text/css"/> +</head> +<body> +<div id="top"><!-- do not remove this div, it is closed by doxygen! --> +<div id="titlearea"> +<table cellspacing="0" cellpadding="0"> + <tbody> + <tr style="height: 56px;"> + <img alt="ArmNN" src="Arm_NN_horizontal_blue.png" style="max-width: 10rem; margin-top: .5rem; margin-left 10px"/> + <td style="padding-left: 0.5em;"> + <div id="projectname"> +  <span id="projectnumber">22.02</span> + </div> + </td> + </tr> + </tbody> +</table> +</div> +<!-- end header part --> +<!-- Generated by Doxygen 1.8.13 --> +<script type="text/javascript"> +var searchBox = new SearchBox("searchBox", "search",false,'Search'); +</script> +<script type="text/javascript" src="menudata.js"></script> +<script type="text/javascript" src="menu.js"></script> +<script type="text/javascript"> +$(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('class_inference_model.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="summary"> +<a href="#nested-classes">Classes</a> | +<a href="#pub-types">Public Types</a> | +<a href="#pub-methods">Public Member Functions</a> | +<a href="#pub-static-methods">Static Public Member Functions</a> | +<a href="class_inference_model-members.xhtml">List of all members</a> </div> + <div class="headertitle"> +<div class="title">InferenceModel< IParser, TDataType > Class Template Reference</div> </div> +</div><!--header--> +<div class="contents"> + +<p><code>#include <<a class="el" href="_inference_model_8hpp_source.xhtml">InferenceModel.hpp</a>></code></p> +<table class="memberdecls"> +<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="nested-classes"></a> +Classes</h2></td></tr> +<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">struct  </td><td class="memItemRight" valign="bottom"><a class="el" href="struct_inference_model_1_1_command_line_options.xhtml">CommandLineOptions</a></td></tr> +<tr class="separator:"><td class="memSeparator" colspan="2"> </td></tr> +</table><table class="memberdecls"> +<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-types"></a> +Public Types</h2></td></tr> +<tr class="memitem:af6964b8f91085191c5228d1a67db4523"><td class="memItemLeft" align="right" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="class_inference_model.xhtml#af6964b8f91085191c5228d1a67db4523">DataType</a> = TDataType</td></tr> +<tr class="separator:af6964b8f91085191c5228d1a67db4523"><td class="memSeparator" colspan="2"> </td></tr> +<tr class="memitem:a2e61c7404108440828ef7a45f310e229"><td class="memItemLeft" align="right" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="class_inference_model.xhtml#a2e61c7404108440828ef7a45f310e229">Params</a> = <a class="el" href="struct_inference_model_internal_1_1_params.xhtml">InferenceModelInternal::Params</a></td></tr> +<tr class="separator:a2e61c7404108440828ef7a45f310e229"><td class="memSeparator" colspan="2"> </td></tr> +<tr class="memitem:ae3ca0528045df8958ce5dcdf9d1af041"><td class="memItemLeft" align="right" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="class_inference_model.xhtml#ae3ca0528045df8958ce5dcdf9d1af041">QuantizationParams</a> = <a class="el" href="namespace_inference_model_internal.xhtml#a6e713a319588c57fc854bc478f5ee13a">InferenceModelInternal::QuantizationParams</a></td></tr> +<tr class="separator:ae3ca0528045df8958ce5dcdf9d1af041"><td class="memSeparator" colspan="2"> </td></tr> +</table><table class="memberdecls"> +<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-methods"></a> +Public Member Functions</h2></td></tr> +<tr class="memitem:a5a211a676b879363f0c5001698a14c50"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="class_inference_model.xhtml#a5a211a676b879363f0c5001698a14c50">InferenceModel</a> (const <a class="el" href="class_inference_model.xhtml#a2e61c7404108440828ef7a45f310e229">Params</a> &params, bool enableProfiling, const std::string &dynamicBackendsPath, const std::shared_ptr< <a class="el" href="classarmnn_1_1_i_runtime.xhtml">armnn::IRuntime</a> > &runtime=nullptr)</td></tr> +<tr class="separator:a5a211a676b879363f0c5001698a14c50"><td class="memSeparator" colspan="2"> </td></tr> +<tr class="memitem:a262185c43532d5728c4bd7890f3b2235"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="class_inference_model.xhtml#a262185c43532d5728c4bd7890f3b2235">CheckInputIndexIsValid</a> (unsigned int inputIndex) const</td></tr> +<tr class="separator:a262185c43532d5728c4bd7890f3b2235"><td class="memSeparator" colspan="2"> </td></tr> +<tr class="memitem:a72a6db08ffca660ece7c2d86e2a14daa"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="class_inference_model.xhtml#a72a6db08ffca660ece7c2d86e2a14daa">CheckOutputIndexIsValid</a> (unsigned int outputIndex) const</td></tr> +<tr class="separator:a72a6db08ffca660ece7c2d86e2a14daa"><td class="memSeparator" colspan="2"> </td></tr> +<tr class="memitem:a679e4b22a845c8d7f58f6ca6a5df625f"><td class="memItemLeft" align="right" valign="top">unsigned int </td><td class="memItemRight" valign="bottom"><a class="el" href="class_inference_model.xhtml#a679e4b22a845c8d7f58f6ca6a5df625f">GetInputSize</a> (unsigned int inputIndex=0u) const</td></tr> +<tr class="separator:a679e4b22a845c8d7f58f6ca6a5df625f"><td class="memSeparator" colspan="2"> </td></tr> +<tr class="memitem:a8282dddf88e0deb3c414235e20a6cb2c"><td class="memItemLeft" align="right" valign="top">unsigned int </td><td class="memItemRight" valign="bottom"><a class="el" href="class_inference_model.xhtml#a8282dddf88e0deb3c414235e20a6cb2c">GetOutputSize</a> (unsigned int outputIndex=0u) const</td></tr> +<tr class="separator:a8282dddf88e0deb3c414235e20a6cb2c"><td class="memSeparator" colspan="2"> </td></tr> +<tr class="memitem:a25651303cbe4a971cdada990eb71bf21"><td class="memItemLeft" align="right" valign="top">std::chrono::duration< double, std::milli > </td><td class="memItemRight" valign="bottom"><a class="el" href="class_inference_model.xhtml#a25651303cbe4a971cdada990eb71bf21">Run</a> (const std::vector< <a class="el" href="namespacearmnn_utils.xhtml#ac7bd4ea667375c07718086368507ed44">armnnUtils::TContainer</a> > &inputContainers, std::vector< <a class="el" href="namespacearmnn_utils.xhtml#ac7bd4ea667375c07718086368507ed44">armnnUtils::TContainer</a> > &outputContainers)</td></tr> +<tr class="separator:a25651303cbe4a971cdada990eb71bf21"><td class="memSeparator" colspan="2"> </td></tr> +<tr class="memitem:ab510347c552e6ff7fd6b702b688525b1"><td class="memItemLeft" align="right" valign="top">std::tuple< unsigned int, std::chrono::duration< double, std::milli > > </td><td class="memItemRight" valign="bottom"><a class="el" href="class_inference_model.xhtml#ab510347c552e6ff7fd6b702b688525b1">RunAsync</a> (<a class="el" href="classarmnn_1_1experimental_1_1_i_working_mem_handle.xhtml">armnn::experimental::IWorkingMemHandle</a> &workingMemHandleRef, const std::vector< <a class="el" href="namespacearmnn_utils.xhtml#ac7bd4ea667375c07718086368507ed44">armnnUtils::TContainer</a> > &inputContainers, std::vector< <a class="el" href="namespacearmnn_utils.xhtml#ac7bd4ea667375c07718086368507ed44">armnnUtils::TContainer</a> > &outputContainers, unsigned int inferenceID)</td></tr> +<tr class="separator:ab510347c552e6ff7fd6b702b688525b1"><td class="memSeparator" colspan="2"> </td></tr> +<tr class="memitem:a43b9b072a5aad953e50500b71bcbbef7"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="class_inference_model.xhtml#a43b9b072a5aad953e50500b71bcbbef7">RunAsync</a> (const std::vector< <a class="el" href="namespacearmnn_utils.xhtml#ac7bd4ea667375c07718086368507ed44">armnnUtils::TContainer</a> > &inputContainers, std::vector< <a class="el" href="namespacearmnn_utils.xhtml#ac7bd4ea667375c07718086368507ed44">armnnUtils::TContainer</a> > &outputContainers, std::shared_ptr< <a class="el" href="classarmnn_1_1experimental_1_1_i_async_execution_callback.xhtml">armnn::IAsyncExecutionCallback</a> > cb)</td></tr> +<tr class="separator:a43b9b072a5aad953e50500b71bcbbef7"><td class="memSeparator" colspan="2"> </td></tr> +<tr class="memitem:a9a28e0c17604e5a945409f994c020212"><td class="memItemLeft" align="right" valign="top">const <a class="el" href="namespacearmnn.xhtml#a280670a263dc4fd40491f6d0a2737f44">armnn::BindingPointInfo</a> & </td><td class="memItemRight" valign="bottom"><a class="el" href="class_inference_model.xhtml#a9a28e0c17604e5a945409f994c020212">GetInputBindingInfo</a> (unsigned int inputIndex=0u) const</td></tr> +<tr class="separator:a9a28e0c17604e5a945409f994c020212"><td class="memSeparator" colspan="2"> </td></tr> +<tr class="memitem:a0e0f3330fc1e6c1fa1d99d731490c483"><td class="memItemLeft" align="right" valign="top">const std::vector< <a class="el" href="namespacearmnn.xhtml#a280670a263dc4fd40491f6d0a2737f44">armnn::BindingPointInfo</a> > & </td><td class="memItemRight" valign="bottom"><a class="el" href="class_inference_model.xhtml#a0e0f3330fc1e6c1fa1d99d731490c483">GetInputBindingInfos</a> () const</td></tr> +<tr class="separator:a0e0f3330fc1e6c1fa1d99d731490c483"><td class="memSeparator" colspan="2"> </td></tr> +<tr class="memitem:a325f1c17b5ff2153cae944e3c62820a2"><td class="memItemLeft" align="right" valign="top">const <a class="el" href="namespacearmnn.xhtml#a280670a263dc4fd40491f6d0a2737f44">armnn::BindingPointInfo</a> & </td><td class="memItemRight" valign="bottom"><a class="el" href="class_inference_model.xhtml#a325f1c17b5ff2153cae944e3c62820a2">GetOutputBindingInfo</a> (unsigned int outputIndex=0u) const</td></tr> +<tr class="separator:a325f1c17b5ff2153cae944e3c62820a2"><td class="memSeparator" colspan="2"> </td></tr> +<tr class="memitem:ac0b73049e00e7013f5cc6ae7fcaedcd4"><td class="memItemLeft" align="right" valign="top">const std::vector< <a class="el" href="namespacearmnn.xhtml#a280670a263dc4fd40491f6d0a2737f44">armnn::BindingPointInfo</a> > & </td><td class="memItemRight" valign="bottom"><a class="el" href="class_inference_model.xhtml#ac0b73049e00e7013f5cc6ae7fcaedcd4">GetOutputBindingInfos</a> () const</td></tr> +<tr class="separator:ac0b73049e00e7013f5cc6ae7fcaedcd4"><td class="memSeparator" colspan="2"> </td></tr> +<tr class="memitem:a1a09727b3f781272e702516fffb7d97f"><td class="memItemLeft" align="right" valign="top"><a class="el" href="class_inference_model.xhtml#ae3ca0528045df8958ce5dcdf9d1af041">QuantizationParams</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="class_inference_model.xhtml#a1a09727b3f781272e702516fffb7d97f">GetQuantizationParams</a> (unsigned int outputIndex=0u) const</td></tr> +<tr class="separator:a1a09727b3f781272e702516fffb7d97f"><td class="memSeparator" colspan="2"> </td></tr> +<tr class="memitem:a066580d185559e2efdcb6cedd1709b9c"><td class="memItemLeft" align="right" valign="top"><a class="el" href="class_inference_model.xhtml#ae3ca0528045df8958ce5dcdf9d1af041">QuantizationParams</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="class_inference_model.xhtml#a066580d185559e2efdcb6cedd1709b9c">GetInputQuantizationParams</a> (unsigned int inputIndex=0u) const</td></tr> +<tr class="separator:a066580d185559e2efdcb6cedd1709b9c"><td class="memSeparator" colspan="2"> </td></tr> +<tr class="memitem:ade1a8545be49b1c10e724ea8536907c7"><td class="memItemLeft" align="right" valign="top">std::vector< <a class="el" href="class_inference_model.xhtml#ae3ca0528045df8958ce5dcdf9d1af041">QuantizationParams</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="class_inference_model.xhtml#ade1a8545be49b1c10e724ea8536907c7">GetAllQuantizationParams</a> () const</td></tr> +<tr class="separator:ade1a8545be49b1c10e724ea8536907c7"><td class="memSeparator" colspan="2"> </td></tr> +<tr class="memitem:a6d789a57513b4b26e31eaed316e45b7f"><td class="memItemLeft" align="right" valign="top">std::unique_ptr< <a class="el" href="classarmnn_1_1experimental_1_1_i_working_mem_handle.xhtml">armnn::experimental::IWorkingMemHandle</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="class_inference_model.xhtml#a6d789a57513b4b26e31eaed316e45b7f">CreateWorkingMemHandle</a> ()</td></tr> +<tr class="separator:a6d789a57513b4b26e31eaed316e45b7f"><td class="memSeparator" colspan="2"> </td></tr> +</table><table class="memberdecls"> +<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-static-methods"></a> +Static Public Member Functions</h2></td></tr> +<tr class="memitem:a22794efa5d496a49a33739dd99087841"><td class="memItemLeft" align="right" valign="top">static void </td><td class="memItemRight" valign="bottom"><a class="el" href="class_inference_model.xhtml#a22794efa5d496a49a33739dd99087841">AddCommandLineOptions</a> (cxxopts::Options &options, <a class="el" href="struct_inference_model_1_1_command_line_options.xhtml">CommandLineOptions</a> &cLineOptions, std::vector< std::string > &required)</td></tr> +<tr class="separator:a22794efa5d496a49a33739dd99087841"><td class="memSeparator" colspan="2"> </td></tr> +</table> +<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2> +<div class="textblock"><h3>template<typename IParser, typename TDataType><br /> +class InferenceModel< IParser, TDataType ></h3> + + +<p class="definition">Definition at line <a class="el" href="_inference_model_8hpp_source.xhtml#l00372">372</a> of file <a class="el" href="_inference_model_8hpp_source.xhtml">InferenceModel.hpp</a>.</p> +</div><h2 class="groupheader">Member Typedef Documentation</h2> +<a id="af6964b8f91085191c5228d1a67db4523"></a> +<h2 class="memtitle"><span class="permalink"><a href="#af6964b8f91085191c5228d1a67db4523">◆ </a></span>DataType</h2> + +<div class="memitem"> +<div class="memproto"> + <table class="memname"> + <tr> + <td class="memname">using <a class="el" href="class_inference_model.xhtml#af6964b8f91085191c5228d1a67db4523">DataType</a> = TDataType</td> + </tr> + </table> +</div><div class="memdoc"> + +<p class="definition">Definition at line <a class="el" href="_inference_model_8hpp_source.xhtml#l00375">375</a> of file <a class="el" href="_inference_model_8hpp_source.xhtml">InferenceModel.hpp</a>.</p> + +</div> +</div> +<a id="a2e61c7404108440828ef7a45f310e229"></a> +<h2 class="memtitle"><span class="permalink"><a href="#a2e61c7404108440828ef7a45f310e229">◆ </a></span>Params</h2> + +<div class="memitem"> +<div class="memproto"> + <table class="memname"> + <tr> + <td class="memname">using <a class="el" href="class_inference_model.xhtml#a2e61c7404108440828ef7a45f310e229">Params</a> = <a class="el" href="struct_inference_model_internal_1_1_params.xhtml">InferenceModelInternal::Params</a></td> + </tr> + </table> +</div><div class="memdoc"> + +<p class="definition">Definition at line <a class="el" href="_inference_model_8hpp_source.xhtml#l00376">376</a> of file <a class="el" href="_inference_model_8hpp_source.xhtml">InferenceModel.hpp</a>.</p> + +</div> +</div> +<a id="ae3ca0528045df8958ce5dcdf9d1af041"></a> +<h2 class="memtitle"><span class="permalink"><a href="#ae3ca0528045df8958ce5dcdf9d1af041">◆ </a></span>QuantizationParams</h2> + +<div class="memitem"> +<div class="memproto"> + <table class="memname"> + <tr> + <td class="memname">using <a class="el" href="class_inference_model.xhtml#ae3ca0528045df8958ce5dcdf9d1af041">QuantizationParams</a> = <a class="el" href="namespace_inference_model_internal.xhtml#a6e713a319588c57fc854bc478f5ee13a">InferenceModelInternal::QuantizationParams</a></td> + </tr> + </table> +</div><div class="memdoc"> + +<p class="definition">Definition at line <a class="el" href="_inference_model_8hpp_source.xhtml#l00377">377</a> of file <a class="el" href="_inference_model_8hpp_source.xhtml">InferenceModel.hpp</a>.</p> + +</div> +</div> +<h2 class="groupheader">Constructor & Destructor Documentation</h2> +<a id="a5a211a676b879363f0c5001698a14c50"></a> +<h2 class="memtitle"><span class="permalink"><a href="#a5a211a676b879363f0c5001698a14c50">◆ </a></span>InferenceModel()</h2> + +<div class="memitem"> +<div class="memproto"> +<table class="mlabels"> + <tr> + <td class="mlabels-left"> + <table class="memname"> + <tr> + <td class="memname"><a class="el" href="class_inference_model.xhtml">InferenceModel</a> </td> + <td>(</td> + <td class="paramtype">const <a class="el" href="class_inference_model.xhtml#a2e61c7404108440828ef7a45f310e229">Params</a> & </td> + <td class="paramname"><em>params</em>, </td> + </tr> + <tr> + <td class="paramkey"></td> + <td></td> + <td class="paramtype">bool </td> + <td class="paramname"><em>enableProfiling</em>, </td> + </tr> + <tr> + <td class="paramkey"></td> + <td></td> + <td class="paramtype">const std::string & </td> + <td class="paramname"><em>dynamicBackendsPath</em>, </td> + </tr> + <tr> + <td class="paramkey"></td> + <td></td> + <td class="paramtype">const std::shared_ptr< <a class="el" href="classarmnn_1_1_i_runtime.xhtml">armnn::IRuntime</a> > & </td> + <td class="paramname"><em>runtime</em> = <code>nullptr</code> </td> + </tr> + <tr> + <td></td> + <td>)</td> + <td></td><td></td> + </tr> + </table> + </td> + <td class="mlabels-right"> +<span class="mlabels"><span class="mlabel">inline</span></span> </td> + </tr> +</table> +</div><div class="memdoc"> + +<p class="definition">Definition at line <a class="el" href="_inference_model_8hpp_source.xhtml#l00436">436</a> of file <a class="el" href="_inference_model_8hpp_source.xhtml">InferenceModel.hpp</a>.</p> + +<p class="reference">References <a class="el" href="_logging_8hpp_source.xhtml#l00205">ARMNN_LOG</a>, <a class="el" href="_heap_profiling_8hpp_source.xhtml#l00045">ARMNN_SCOPED_HEAP_PROFILING</a>, <a class="el" href="_inference_model_8hpp_source.xhtml#l00146">CreateNetworkImpl< IParser >::Create()</a>, <a class="el" href="_runtime_8cpp_source.xhtml#l00040">IRuntime::Create()</a>, <a class="el" href="namespacearmnn.xhtml#ae060224135f57f926cbda9d2732a2b1fa566666dfc3a9a82da0d7b0816b19f278">armnn::DetailsOnly</a>, <a class="el" href="namespacearmnn.xhtml#ae060224135f57f926cbda9d2732a2b1fa497ab261a562e316736c2cb59b839d32">armnn::DetailsWithEvents</a>, <a class="el" href="namespacearmnn.xhtml#a67a0db04d321a74b7e7fcfd3f1a3f70bae139a585510a502bbf1841cf589f5086">armnn::Failure</a>, <a class="el" href="_timer_8hpp_source.xhtml#l00019">armnn::GetTimeDuration()</a>, <a class="el" href="_timer_8hpp_source.xhtml#l00014">armnn::GetTimeNow()</a>, <a class="el" href="namespacearmnn.xhtml#adf57837d00e8352d9b5cc5ab1fb5fee9a5dd7c525cb1500a2181fd4cc079d7acb">armnn::InferAndValidate</a>, <a class="el" href="_inference_model_8hpp_source.xhtml#l00112">Params::m_AsyncEnabled</a>, <a class="el" href="_inference_model_8hpp_source.xhtml#l00109">Params::m_CachedNetworkFilePath</a>, <a class="el" href="_inference_model_8hpp_source.xhtml#l00095">Params::m_ComputeDevices</a>, <a class="el" href="_i_network_8hpp_source.xhtml#l00217">OptimizerOptions::m_Debug</a>, <a class="el" href="_i_runtime_8hpp_source.xhtml#l00096">IRuntime::CreationOptions::m_DynamicBackendsPath</a>, <a class="el" href="_inference_model_8hpp_source.xhtml#l00096">Params::m_DynamicBackendsPath</a>, <a class="el" href="_inference_model_8hpp_source.xhtml#l00101">Params::m_EnableBf16TurboMode</a>, <a class="el" href="_inference_model_8hpp_source.xhtml#l00105">Params::m_EnableFastMath</a>, <a class="el" href="_inference_model_8hpp_source.xhtml#l00100">Params::m_EnableFp16TurboMode</a>, <a class="el" href="_i_runtime_8hpp_source.xhtml#l00091">IRuntime::CreationOptions::m_EnableGpuProfiling</a>, <a class="el" href="_inference_model_8hpp_source.xhtml#l00104">Params::m_InferOutputShape</a>, <a class="el" href="_inference_model_8hpp_source.xhtml#l00092">Params::m_InputBindings</a>, <a class="el" href="_inference_model_8hpp_source.xhtml#l00111">Params::m_MLGOTuningFilePath</a>, <a class="el" href="_i_network_8hpp_source.xhtml#l00233">OptimizerOptions::m_ModelOptions</a>, <a class="el" href="_inference_model_8hpp_source.xhtml#l00091">Params::m_ModelPath</a>, <a class="el" href="_inference_model_8hpp_source.xhtml#l00110">Params::m_NumberOfThreads</a>, <a class="el" href="_inference_model_8hpp_source.xhtml#l00094">Params::m_OutputBindings</a>, <a class="el" href="_inference_model_8hpp_source.xhtml#l00108">Params::m_OutputDetailsOnlyToStdOut</a>, <a class="el" href="_inference_model_8hpp_source.xhtml#l00107">Params::m_OutputDetailsToStdOut</a>, <a class="el" href="_inference_model_8hpp_source.xhtml#l00102">Params::m_PrintIntermediateLayers</a>, <a class="el" href="_i_network_8hpp_source.xhtml#l00236">OptimizerOptions::m_ProfilingEnabled</a>, <a class="el" href="_i_network_8hpp_source.xhtml#l00224">OptimizerOptions::m_ReduceFp32ToBf16</a>, <a class="el" href="_i_network_8hpp_source.xhtml#l00214">OptimizerOptions::m_ReduceFp32ToFp16</a>, <a class="el" href="_inference_model_8hpp_source.xhtml#l00106">Params::m_SaveCachedNetwork</a>, <a class="el" href="_i_network_8hpp_source.xhtml#l00227">OptimizerOptions::m_shapeInferenceMethod</a>, <a class="el" href="_inference_model_8hpp_source.xhtml#l00113">Params::m_ThreadPoolSize</a>, <a class="el" href="_inference_model_8hpp_source.xhtml#l00099">Params::m_VisualizePostOptimizationModel</a>, <a class="el" href="_network_8cpp_source.xhtml#l01680">armnn::Optimize()</a>, <a class="el" href="namespacearmnn.xhtml#ae2f04a162585c0a5222a537efd5456aeaec0fc0100c4fc1ce4eea230c3dc10360">armnn::Undefined</a>, and <a class="el" href="namespacearmnn.xhtml#adf57837d00e8352d9b5cc5ab1fb5fee9af6486a22a9bb11959bfae60a3e5174b1">armnn::ValidateOnly</a>.</p> +<div class="fragment"><div class="line"><a name="l00440"></a><span class="lineno"> 440</span>  : m_EnableProfiling(enableProfiling),</div><div class="line"><a name="l00441"></a><span class="lineno"> 441</span>  m_ProfilingDetailsMethod(<a class="code" href="namespacearmnn.xhtml#ae2f04a162585c0a5222a537efd5456aeaec0fc0100c4fc1ce4eea230c3dc10360">armnn::ProfilingDetailsMethod::Undefined</a>)</div><div class="line"><a name="l00442"></a><span class="lineno"> 442</span>  , m_DynamicBackendsPath(dynamicBackendsPath)</div><div class="line"><a name="l00443"></a><span class="lineno"> 443</span>  {</div><div class="line"><a name="l00444"></a><span class="lineno"> 444</span>  <span class="keywordflow">if</span> (runtime)</div><div class="line"><a name="l00445"></a><span class="lineno"> 445</span>  {</div><div class="line"><a name="l00446"></a><span class="lineno"> 446</span>  m_Runtime = runtime;</div><div class="line"><a name="l00447"></a><span class="lineno"> 447</span>  }</div><div class="line"><a name="l00448"></a><span class="lineno"> 448</span>  <span class="keywordflow">else</span></div><div class="line"><a name="l00449"></a><span class="lineno"> 449</span>  {</div><div class="line"><a name="l00450"></a><span class="lineno"> 450</span>  <a class="code" href="structarmnn_1_1_i_runtime_1_1_creation_options.xhtml">armnn::IRuntime::CreationOptions</a> options;</div><div class="line"><a name="l00451"></a><span class="lineno"> 451</span>  options.<a class="code" href="structarmnn_1_1_i_runtime_1_1_creation_options.xhtml#a2fe8c3eadf4f4f9c0c664a24a2a298f9">m_EnableGpuProfiling</a> = m_EnableProfiling;</div><div class="line"><a name="l00452"></a><span class="lineno"> 452</span>  options.<a class="code" href="structarmnn_1_1_i_runtime_1_1_creation_options.xhtml#ae43cf4b5df0068ee6a9151c98947248b">m_DynamicBackendsPath</a> = m_DynamicBackendsPath;</div><div class="line"><a name="l00453"></a><span class="lineno"> 453</span>  m_Runtime = <a class="code" href="classarmnn_1_1_i_runtime.xhtml#ad44ecd3700748dc30dc4bbe34ba5bde7">armnn::IRuntime::Create</a>(options);</div><div class="line"><a name="l00454"></a><span class="lineno"> 454</span>  }</div><div class="line"><a name="l00455"></a><span class="lineno"> 455</span> </div><div class="line"><a name="l00456"></a><span class="lineno"> 456</span>  <span class="comment">// Configure the Profiler if the the profiling details are opted for</span></div><div class="line"><a name="l00457"></a><span class="lineno"> 457</span>  <span class="keywordflow">if</span> (params.m_OutputDetailsOnlyToStdOut)</div><div class="line"><a name="l00458"></a><span class="lineno"> 458</span>  m_ProfilingDetailsMethod = <a class="code" href="namespacearmnn.xhtml#ae060224135f57f926cbda9d2732a2b1fa566666dfc3a9a82da0d7b0816b19f278">armnn::ProfilingDetailsMethod::DetailsOnly</a>;</div><div class="line"><a name="l00459"></a><span class="lineno"> 459</span>  <span class="keywordflow">else</span> <span class="keywordflow">if</span> (params.m_OutputDetailsToStdOut)</div><div class="line"><a name="l00460"></a><span class="lineno"> 460</span>  m_ProfilingDetailsMethod = <a class="code" href="namespacearmnn.xhtml#ae060224135f57f926cbda9d2732a2b1fa497ab261a562e316736c2cb59b839d32">armnn::ProfilingDetailsMethod::DetailsWithEvents</a>;</div><div class="line"><a name="l00461"></a><span class="lineno"> 461</span> </div><div class="line"><a name="l00462"></a><span class="lineno"> 462</span>  std::string invalidBackends;</div><div class="line"><a name="l00463"></a><span class="lineno"> 463</span>  <span class="keywordflow">if</span> (!CheckRequestedBackendsAreValid(params.m_ComputeDevices, <a class="code" href="classarmnn_1_1_optional.xhtml">armnn::Optional<std::string&></a>(invalidBackends)))</div><div class="line"><a name="l00464"></a><span class="lineno"> 464</span>  {</div><div class="line"><a name="l00465"></a><span class="lineno"> 465</span>  <span class="keywordflow">throw</span> <a class="code" href="classarmnn_1_1_exception.xhtml">armnn::Exception</a>(<span class="stringliteral">"Some backend IDs are invalid: "</span> + invalidBackends);</div><div class="line"><a name="l00466"></a><span class="lineno"> 466</span>  }</div><div class="line"><a name="l00467"></a><span class="lineno"> 467</span> </div><div class="line"><a name="l00468"></a><span class="lineno"> 468</span>  <a class="code" href="namespacearmnn.xhtml#a674efcf6cbdb9e831d653ff0e821fb38">armnn::IOptimizedNetworkPtr</a> optNet{<span class="keyword">nullptr</span>, [](<a class="code" href="classarmnn_1_1_i_optimized_network.xhtml">armnn::IOptimizedNetwork</a>*){}};</div><div class="line"><a name="l00469"></a><span class="lineno"> 469</span>  {</div><div class="line"><a name="l00470"></a><span class="lineno"> 470</span>  <span class="keyword">const</span> <span class="keyword">auto</span> parsing_start_time = <a class="code" href="namespacearmnn.xhtml#ac895f6f6897ce335b7b433201bae0b48">armnn::GetTimeNow</a>();</div><div class="line"><a name="l00471"></a><span class="lineno"> 471</span>  <a class="code" href="namespacearmnn.xhtml#ace74f6f9feb95a964a49d79458232703">armnn::INetworkPtr</a> network = <a class="code" href="struct_create_network_impl.xhtml#a4cbece5e7793be85f9a1e8a0ab9e02f8">CreateNetworkImpl<IParser>::Create</a>(params, m_InputBindings, m_OutputBindings);</div><div class="line"><a name="l00472"></a><span class="lineno"> 472</span> </div><div class="line"><a name="l00473"></a><span class="lineno"> 473</span>  <a class="code" href="_logging_8hpp.xhtml#a7b6ad073975f437ec38ca7d20154727f">ARMNN_LOG</a>(info) << <span class="stringliteral">"Network parsing time: "</span> << std::setprecision(2)</div><div class="line"><a name="l00474"></a><span class="lineno"> 474</span>  << std::fixed << <a class="code" href="namespacearmnn.xhtml#a441621f00fd5665898c81a5ae3473c6b">armnn::GetTimeDuration</a>(parsing_start_time).count() << <span class="stringliteral">" ms."</span>;</div><div class="line"><a name="l00475"></a><span class="lineno"> 475</span> </div><div class="line"><a name="l00476"></a><span class="lineno"> 476</span>  <a class="code" href="_heap_profiling_8hpp.xhtml#aeeb927880fc4ffc2eea754a67d884a53">ARMNN_SCOPED_HEAP_PROFILING</a>(<span class="stringliteral">"Optimizing"</span>);</div><div class="line"><a name="l00477"></a><span class="lineno"> 477</span> </div><div class="line"><a name="l00478"></a><span class="lineno"> 478</span>  <a class="code" href="structarmnn_1_1_optimizer_options.xhtml">armnn::OptimizerOptions</a> options;</div><div class="line"><a name="l00479"></a><span class="lineno"> 479</span>  options.<a class="code" href="structarmnn_1_1_optimizer_options.xhtml#a6e1a42622ca43dafc7ba8e684c016eb4">m_ReduceFp32ToFp16</a> = params.m_EnableFp16TurboMode;</div><div class="line"><a name="l00480"></a><span class="lineno"> 480</span>  options.<a class="code" href="structarmnn_1_1_optimizer_options.xhtml#a11f463726addcc1d2845266997d79e9c">m_ReduceFp32ToBf16</a> = params.m_EnableBf16TurboMode;</div><div class="line"><a name="l00481"></a><span class="lineno"> 481</span>  options.<a class="code" href="structarmnn_1_1_optimizer_options.xhtml#a69eb14082d40fa0a3cff50457344a5e0">m_Debug</a> = params.m_PrintIntermediateLayers;</div><div class="line"><a name="l00482"></a><span class="lineno"> 482</span>  options.<a class="code" href="structarmnn_1_1_optimizer_options.xhtml#a9416d94a8aad7cdfa47eb35e825cbda5">m_shapeInferenceMethod</a> = params.m_InferOutputShape ?</div><div class="line"><a name="l00483"></a><span class="lineno"> 483</span>  <a class="code" href="namespacearmnn.xhtml#adf57837d00e8352d9b5cc5ab1fb5fee9a5dd7c525cb1500a2181fd4cc079d7acb">armnn::ShapeInferenceMethod::InferAndValidate</a> : <a class="code" href="namespacearmnn.xhtml#adf57837d00e8352d9b5cc5ab1fb5fee9af6486a22a9bb11959bfae60a3e5174b1">armnn::ShapeInferenceMethod::ValidateOnly</a>;</div><div class="line"><a name="l00484"></a><span class="lineno"> 484</span>  options.<a class="code" href="structarmnn_1_1_optimizer_options.xhtml#a1b1892da2aaf7eaedaa38671d56b7f19">m_ProfilingEnabled</a> = m_EnableProfiling;</div><div class="line"><a name="l00485"></a><span class="lineno"> 485</span> </div><div class="line"><a name="l00486"></a><span class="lineno"> 486</span>  <a class="code" href="structarmnn_1_1_backend_options.xhtml">armnn::BackendOptions</a> gpuAcc(<span class="stringliteral">"GpuAcc"</span>,</div><div class="line"><a name="l00487"></a><span class="lineno"> 487</span>  {</div><div class="line"><a name="l00488"></a><span class="lineno"> 488</span>  { <span class="stringliteral">"FastMathEnabled"</span>, params.m_EnableFastMath },</div><div class="line"><a name="l00489"></a><span class="lineno"> 489</span>  { <span class="stringliteral">"SaveCachedNetwork"</span>, params.m_SaveCachedNetwork },</div><div class="line"><a name="l00490"></a><span class="lineno"> 490</span>  { <span class="stringliteral">"CachedNetworkFilePath"</span>, params.m_CachedNetworkFilePath },</div><div class="line"><a name="l00491"></a><span class="lineno"> 491</span>  { <span class="stringliteral">"MLGOTuningFilePath"</span>, params.m_MLGOTuningFilePath }</div><div class="line"><a name="l00492"></a><span class="lineno"> 492</span>  });</div><div class="line"><a name="l00493"></a><span class="lineno"> 493</span> </div><div class="line"><a name="l00494"></a><span class="lineno"> 494</span>  <a class="code" href="structarmnn_1_1_backend_options.xhtml">armnn::BackendOptions</a> cpuAcc(<span class="stringliteral">"CpuAcc"</span>,</div><div class="line"><a name="l00495"></a><span class="lineno"> 495</span>  {</div><div class="line"><a name="l00496"></a><span class="lineno"> 496</span>  { <span class="stringliteral">"FastMathEnabled"</span>, params.m_EnableFastMath },</div><div class="line"><a name="l00497"></a><span class="lineno"> 497</span>  { <span class="stringliteral">"NumberOfThreads"</span>, params.m_NumberOfThreads }</div><div class="line"><a name="l00498"></a><span class="lineno"> 498</span>  });</div><div class="line"><a name="l00499"></a><span class="lineno"> 499</span>  options.<a class="code" href="structarmnn_1_1_optimizer_options.xhtml#a71194277c60153a5f86539f5d39f01db">m_ModelOptions</a>.push_back(gpuAcc);</div><div class="line"><a name="l00500"></a><span class="lineno"> 500</span>  options.<a class="code" href="structarmnn_1_1_optimizer_options.xhtml#a71194277c60153a5f86539f5d39f01db">m_ModelOptions</a>.push_back(cpuAcc);</div><div class="line"><a name="l00501"></a><span class="lineno"> 501</span> </div><div class="line"><a name="l00502"></a><span class="lineno"> 502</span>  <span class="keyword">const</span> <span class="keyword">auto</span> optimization_start_time = <a class="code" href="namespacearmnn.xhtml#ac895f6f6897ce335b7b433201bae0b48">armnn::GetTimeNow</a>();</div><div class="line"><a name="l00503"></a><span class="lineno"> 503</span>  optNet = <a class="code" href="namespacearmnn.xhtml#a82e98ef05fd67036d1195ba17174d685">armnn::Optimize</a>(*network, params.m_ComputeDevices, m_Runtime->GetDeviceSpec(), options);</div><div class="line"><a name="l00504"></a><span class="lineno"> 504</span> </div><div class="line"><a name="l00505"></a><span class="lineno"> 505</span>  <a class="code" href="_logging_8hpp.xhtml#a7b6ad073975f437ec38ca7d20154727f">ARMNN_LOG</a>(info) << <span class="stringliteral">"Optimization time: "</span> << std::setprecision(2)</div><div class="line"><a name="l00506"></a><span class="lineno"> 506</span>  << std::fixed << <a class="code" href="namespacearmnn.xhtml#a441621f00fd5665898c81a5ae3473c6b">armnn::GetTimeDuration</a>(optimization_start_time).count() << <span class="stringliteral">" ms."</span>;</div><div class="line"><a name="l00507"></a><span class="lineno"> 507</span> </div><div class="line"><a name="l00508"></a><span class="lineno"> 508</span>  <span class="keywordflow">if</span> (!optNet)</div><div class="line"><a name="l00509"></a><span class="lineno"> 509</span>  {</div><div class="line"><a name="l00510"></a><span class="lineno"> 510</span>  <span class="keywordflow">throw</span> <a class="code" href="classarmnn_1_1_exception.xhtml">armnn::Exception</a>(<span class="stringliteral">"Optimize returned nullptr"</span>);</div><div class="line"><a name="l00511"></a><span class="lineno"> 511</span>  }</div><div class="line"><a name="l00512"></a><span class="lineno"> 512</span> </div><div class="line"><a name="l00513"></a><span class="lineno"> 513</span> </div><div class="line"><a name="l00514"></a><span class="lineno"> 514</span>  }</div><div class="line"><a name="l00515"></a><span class="lineno"> 515</span> </div><div class="line"><a name="l00516"></a><span class="lineno"> 516</span>  <span class="keywordflow">if</span> (params.m_VisualizePostOptimizationModel)</div><div class="line"><a name="l00517"></a><span class="lineno"> 517</span>  {</div><div class="line"><a name="l00518"></a><span class="lineno"> 518</span>  fs::path filename = params.m_ModelPath;</div><div class="line"><a name="l00519"></a><span class="lineno"> 519</span>  filename.replace_extension(<span class="stringliteral">"dot"</span>);</div><div class="line"><a name="l00520"></a><span class="lineno"> 520</span>  std::fstream file(filename.c_str(), std::ios_base::out);</div><div class="line"><a name="l00521"></a><span class="lineno"> 521</span>  optNet->SerializeToDot(file);</div><div class="line"><a name="l00522"></a><span class="lineno"> 522</span>  }</div><div class="line"><a name="l00523"></a><span class="lineno"> 523</span> </div><div class="line"><a name="l00524"></a><span class="lineno"> 524</span>  <a class="code" href="namespacearmnn.xhtml#a67a0db04d321a74b7e7fcfd3f1a3f70b">armnn::Status</a> ret;</div><div class="line"><a name="l00525"></a><span class="lineno"> 525</span>  {</div><div class="line"><a name="l00526"></a><span class="lineno"> 526</span>  <a class="code" href="_heap_profiling_8hpp.xhtml#aeeb927880fc4ffc2eea754a67d884a53">ARMNN_SCOPED_HEAP_PROFILING</a>(<span class="stringliteral">"LoadNetwork"</span>);</div><div class="line"><a name="l00527"></a><span class="lineno"> 527</span> </div><div class="line"><a name="l00528"></a><span class="lineno"> 528</span>  <span class="keyword">const</span> <span class="keyword">auto</span> loading_start_time = <a class="code" href="namespacearmnn.xhtml#ac895f6f6897ce335b7b433201bae0b48">armnn::GetTimeNow</a>();</div><div class="line"><a name="l00529"></a><span class="lineno"> 529</span>  <a class="code" href="structarmnn_1_1_i_network_properties.xhtml">armnn::INetworkProperties</a> networkProperties(params.m_AsyncEnabled,</div><div class="line"><a name="l00530"></a><span class="lineno"> 530</span>  <a class="code" href="namespacearmnn.xhtml#ae2f04a162585c0a5222a537efd5456aeaec0fc0100c4fc1ce4eea230c3dc10360">armnn::MemorySource::Undefined</a>,</div><div class="line"><a name="l00531"></a><span class="lineno"> 531</span>  <a class="code" href="namespacearmnn.xhtml#ae2f04a162585c0a5222a537efd5456aeaec0fc0100c4fc1ce4eea230c3dc10360">armnn::MemorySource::Undefined</a>,</div><div class="line"><a name="l00532"></a><span class="lineno"> 532</span>  enableProfiling,</div><div class="line"><a name="l00533"></a><span class="lineno"> 533</span>  m_ProfilingDetailsMethod);</div><div class="line"><a name="l00534"></a><span class="lineno"> 534</span>  std::string errorMessage;</div><div class="line"><a name="l00535"></a><span class="lineno"> 535</span>  ret = m_Runtime->LoadNetwork(m_NetworkIdentifier, std::move(optNet), errorMessage, networkProperties);</div><div class="line"><a name="l00536"></a><span class="lineno"> 536</span> </div><div class="line"><a name="l00537"></a><span class="lineno"> 537</span>  <a class="code" href="_logging_8hpp.xhtml#a7b6ad073975f437ec38ca7d20154727f">ARMNN_LOG</a>(info) << <span class="stringliteral">"Network loading time: "</span> << std::setprecision(2)</div><div class="line"><a name="l00538"></a><span class="lineno"> 538</span>  << std::fixed << <a class="code" href="namespacearmnn.xhtml#a441621f00fd5665898c81a5ae3473c6b">armnn::GetTimeDuration</a>(loading_start_time).count() << <span class="stringliteral">" ms."</span>;</div><div class="line"><a name="l00539"></a><span class="lineno"> 539</span> </div><div class="line"><a name="l00540"></a><span class="lineno"> 540</span>  <span class="keywordflow">if</span> (params.m_AsyncEnabled && params.m_ThreadPoolSize > 0)</div><div class="line"><a name="l00541"></a><span class="lineno"> 541</span>  {</div><div class="line"><a name="l00542"></a><span class="lineno"> 542</span>  std::vector<std::shared_ptr<armnn::IWorkingMemHandle>> memHandles;</div><div class="line"><a name="l00543"></a><span class="lineno"> 543</span>  <span class="keywordflow">for</span> (<span class="keywordtype">size_t</span> i = 0; i < params.m_ThreadPoolSize; ++i)</div><div class="line"><a name="l00544"></a><span class="lineno"> 544</span>  {</div><div class="line"><a name="l00545"></a><span class="lineno"> 545</span>  memHandles.emplace_back(m_Runtime->CreateWorkingMemHandle(m_NetworkIdentifier));</div><div class="line"><a name="l00546"></a><span class="lineno"> 546</span>  }</div><div class="line"><a name="l00547"></a><span class="lineno"> 547</span> </div><div class="line"><a name="l00548"></a><span class="lineno"> 548</span>  m_Threadpool = std::make_unique<armnn::Threadpool>(params.m_ThreadPoolSize,</div><div class="line"><a name="l00549"></a><span class="lineno"> 549</span>  m_Runtime.get(),</div><div class="line"><a name="l00550"></a><span class="lineno"> 550</span>  memHandles);</div><div class="line"><a name="l00551"></a><span class="lineno"> 551</span>  }</div><div class="line"><a name="l00552"></a><span class="lineno"> 552</span>  }</div><div class="line"><a name="l00553"></a><span class="lineno"> 553</span> </div><div class="line"><a name="l00554"></a><span class="lineno"> 554</span>  <span class="keywordflow">if</span> (ret == <a class="code" href="namespacearmnn.xhtml#a67a0db04d321a74b7e7fcfd3f1a3f70bae139a585510a502bbf1841cf589f5086">armnn::Status::Failure</a>)</div><div class="line"><a name="l00555"></a><span class="lineno"> 555</span>  {</div><div class="line"><a name="l00556"></a><span class="lineno"> 556</span>  <span class="keywordflow">throw</span> <a class="code" href="classarmnn_1_1_exception.xhtml">armnn::Exception</a>(<span class="stringliteral">"IRuntime::LoadNetwork failed"</span>);</div><div class="line"><a name="l00557"></a><span class="lineno"> 557</span>  }</div><div class="line"><a name="l00558"></a><span class="lineno"> 558</span>  }</div><div class="ttc" id="structarmnn_1_1_optimizer_options_xhtml_a71194277c60153a5f86539f5d39f01db"><div class="ttname"><a href="structarmnn_1_1_optimizer_options.xhtml#a71194277c60153a5f86539f5d39f01db">armnn::OptimizerOptions::m_ModelOptions</a></div><div class="ttdeci">ModelOptions m_ModelOptions</div><div class="ttdef"><b>Definition:</b> <a href="_i_network_8hpp_source.xhtml#l00233">INetwork.hpp:233</a></div></div> +<div class="ttc" id="classarmnn_1_1_i_runtime_xhtml_ad44ecd3700748dc30dc4bbe34ba5bde7"><div class="ttname"><a href="classarmnn_1_1_i_runtime.xhtml#ad44ecd3700748dc30dc4bbe34ba5bde7">armnn::IRuntime::Create</a></div><div class="ttdeci">static IRuntimePtr Create(const CreationOptions &options)</div><div class="ttdef"><b>Definition:</b> <a href="_runtime_8cpp_source.xhtml#l00040">Runtime.cpp:40</a></div></div> +<div class="ttc" id="namespacearmnn_xhtml_a441621f00fd5665898c81a5ae3473c6b"><div class="ttname"><a href="namespacearmnn.xhtml#a441621f00fd5665898c81a5ae3473c6b">armnn::GetTimeDuration</a></div><div class="ttdeci">std::chrono::duration< double, std::milli > GetTimeDuration(std::chrono::high_resolution_clock::time_point start_time)</div><div class="ttdef"><b>Definition:</b> <a href="_timer_8hpp_source.xhtml#l00019">Timer.hpp:19</a></div></div> +<div class="ttc" id="structarmnn_1_1_optimizer_options_xhtml_a9416d94a8aad7cdfa47eb35e825cbda5"><div class="ttname"><a href="structarmnn_1_1_optimizer_options.xhtml#a9416d94a8aad7cdfa47eb35e825cbda5">armnn::OptimizerOptions::m_shapeInferenceMethod</a></div><div class="ttdeci">ShapeInferenceMethod m_shapeInferenceMethod</div><div class="ttdef"><b>Definition:</b> <a href="_i_network_8hpp_source.xhtml#l00227">INetwork.hpp:227</a></div></div> +<div class="ttc" id="classarmnn_1_1_optional_xhtml"><div class="ttname"><a href="classarmnn_1_1_optional.xhtml">armnn::Optional</a></div><div class="ttdef"><b>Definition:</b> <a href="_optional_8hpp_source.xhtml#l00270">Optional.hpp:270</a></div></div> +<div class="ttc" id="namespacearmnn_xhtml_ae060224135f57f926cbda9d2732a2b1fa566666dfc3a9a82da0d7b0816b19f278"><div class="ttname"><a href="namespacearmnn.xhtml#ae060224135f57f926cbda9d2732a2b1fa566666dfc3a9a82da0d7b0816b19f278">armnn::ProfilingDetailsMethod::DetailsOnly</a></div></div> +<div class="ttc" id="_logging_8hpp_xhtml_a7b6ad073975f437ec38ca7d20154727f"><div class="ttname"><a href="_logging_8hpp.xhtml#a7b6ad073975f437ec38ca7d20154727f">ARMNN_LOG</a></div><div class="ttdeci">#define ARMNN_LOG(severity)</div><div class="ttdef"><b>Definition:</b> <a href="_logging_8hpp_source.xhtml#l00205">Logging.hpp:205</a></div></div> +<div class="ttc" id="structarmnn_1_1_optimizer_options_xhtml_a11f463726addcc1d2845266997d79e9c"><div class="ttname"><a href="structarmnn_1_1_optimizer_options.xhtml#a11f463726addcc1d2845266997d79e9c">armnn::OptimizerOptions::m_ReduceFp32ToBf16</a></div><div class="ttdeci">bool m_ReduceFp32ToBf16</div><div class="ttdoc">Reduces all Fp32 operators in the model to Bf16 for faster processing. </div><div class="ttdef"><b>Definition:</b> <a href="_i_network_8hpp_source.xhtml#l00224">INetwork.hpp:224</a></div></div> +<div class="ttc" id="namespacearmnn_xhtml_ac895f6f6897ce335b7b433201bae0b48"><div class="ttname"><a href="namespacearmnn.xhtml#ac895f6f6897ce335b7b433201bae0b48">armnn::GetTimeNow</a></div><div class="ttdeci">std::chrono::high_resolution_clock::time_point GetTimeNow()</div><div class="ttdef"><b>Definition:</b> <a href="_timer_8hpp_source.xhtml#l00014">Timer.hpp:14</a></div></div> +<div class="ttc" id="structarmnn_1_1_i_network_properties_xhtml"><div class="ttname"><a href="structarmnn_1_1_i_network_properties.xhtml">armnn::INetworkProperties</a></div><div class="ttdef"><b>Definition:</b> <a href="_i_runtime_8hpp_source.xhtml#l00033">IRuntime.hpp:33</a></div></div> +<div class="ttc" id="structarmnn_1_1_optimizer_options_xhtml_a6e1a42622ca43dafc7ba8e684c016eb4"><div class="ttname"><a href="structarmnn_1_1_optimizer_options.xhtml#a6e1a42622ca43dafc7ba8e684c016eb4">armnn::OptimizerOptions::m_ReduceFp32ToFp16</a></div><div class="ttdeci">bool m_ReduceFp32ToFp16</div><div class="ttdoc">Reduces all Fp32 operators in the model to Fp16 for faster processing. </div><div class="ttdef"><b>Definition:</b> <a href="_i_network_8hpp_source.xhtml#l00214">INetwork.hpp:214</a></div></div> +<div class="ttc" id="structarmnn_1_1_optimizer_options_xhtml_a69eb14082d40fa0a3cff50457344a5e0"><div class="ttname"><a href="structarmnn_1_1_optimizer_options.xhtml#a69eb14082d40fa0a3cff50457344a5e0">armnn::OptimizerOptions::m_Debug</a></div><div class="ttdeci">bool m_Debug</div><div class="ttdef"><b>Definition:</b> <a href="_i_network_8hpp_source.xhtml#l00217">INetwork.hpp:217</a></div></div> +<div class="ttc" id="namespacearmnn_xhtml_ae060224135f57f926cbda9d2732a2b1fa497ab261a562e316736c2cb59b839d32"><div class="ttname"><a href="namespacearmnn.xhtml#ae060224135f57f926cbda9d2732a2b1fa497ab261a562e316736c2cb59b839d32">armnn::ProfilingDetailsMethod::DetailsWithEvents</a></div></div> +<div class="ttc" id="namespacearmnn_xhtml_a82e98ef05fd67036d1195ba17174d685"><div class="ttname"><a href="namespacearmnn.xhtml#a82e98ef05fd67036d1195ba17174d685">armnn::Optimize</a></div><div class="ttdeci">IOptimizedNetworkPtr Optimize(const INetwork &network, const std::vector< BackendId > &backendPreferences, const IDeviceSpec &deviceSpec, const OptimizerOptions &options=OptimizerOptions(), Optional< std::vector< std::string > &> messages=EmptyOptional())</div><div class="ttdoc">Create an optimized version of the network. </div><div class="ttdef"><b>Definition:</b> <a href="_network_8cpp_source.xhtml#l01680">Network.cpp:1680</a></div></div> +<div class="ttc" id="classarmnn_1_1_i_optimized_network_xhtml"><div class="ttname"><a href="classarmnn_1_1_i_optimized_network.xhtml">armnn::IOptimizedNetwork</a></div><div class="ttdef"><b>Definition:</b> <a href="_i_network_8hpp_source.xhtml#l00790">INetwork.hpp:790</a></div></div> +<div class="ttc" id="_heap_profiling_8hpp_xhtml_aeeb927880fc4ffc2eea754a67d884a53"><div class="ttname"><a href="_heap_profiling_8hpp.xhtml#aeeb927880fc4ffc2eea754a67d884a53">ARMNN_SCOPED_HEAP_PROFILING</a></div><div class="ttdeci">#define ARMNN_SCOPED_HEAP_PROFILING(TAG)</div><div class="ttdef"><b>Definition:</b> <a href="_heap_profiling_8hpp_source.xhtml#l00045">HeapProfiling.hpp:45</a></div></div> +<div class="ttc" id="namespacearmnn_xhtml_ae2f04a162585c0a5222a537efd5456aeaec0fc0100c4fc1ce4eea230c3dc10360"><div class="ttname"><a href="namespacearmnn.xhtml#ae2f04a162585c0a5222a537efd5456aeaec0fc0100c4fc1ce4eea230c3dc10360">armnn::Compute::Undefined</a></div></div> +<div class="ttc" id="namespacearmnn_xhtml_adf57837d00e8352d9b5cc5ab1fb5fee9af6486a22a9bb11959bfae60a3e5174b1"><div class="ttname"><a href="namespacearmnn.xhtml#adf57837d00e8352d9b5cc5ab1fb5fee9af6486a22a9bb11959bfae60a3e5174b1">armnn::ShapeInferenceMethod::ValidateOnly</a></div><div class="ttdoc">Validate all output shapes. </div></div> +<div class="ttc" id="namespacearmnn_xhtml_a67a0db04d321a74b7e7fcfd3f1a3f70b"><div class="ttname"><a href="namespacearmnn.xhtml#a67a0db04d321a74b7e7fcfd3f1a3f70b">armnn::Status</a></div><div class="ttdeci">Status</div><div class="ttdoc">enumeration </div><div class="ttdef"><b>Definition:</b> <a href="_types_8hpp_source.xhtml#l00029">Types.hpp:29</a></div></div> +<div class="ttc" id="namespacearmnn_xhtml_a674efcf6cbdb9e831d653ff0e821fb38"><div class="ttname"><a href="namespacearmnn.xhtml#a674efcf6cbdb9e831d653ff0e821fb38">armnn::IOptimizedNetworkPtr</a></div><div class="ttdeci">std::unique_ptr< IOptimizedNetwork, void(*)(IOptimizedNetwork *network)> IOptimizedNetworkPtr</div><div class="ttdef"><b>Definition:</b> <a href="_i_network_8hpp_source.xhtml#l00242">INetwork.hpp:242</a></div></div> +<div class="ttc" id="structarmnn_1_1_optimizer_options_xhtml_a1b1892da2aaf7eaedaa38671d56b7f19"><div class="ttname"><a href="structarmnn_1_1_optimizer_options.xhtml#a1b1892da2aaf7eaedaa38671d56b7f19">armnn::OptimizerOptions::m_ProfilingEnabled</a></div><div class="ttdeci">bool m_ProfilingEnabled</div><div class="ttdef"><b>Definition:</b> <a href="_i_network_8hpp_source.xhtml#l00236">INetwork.hpp:236</a></div></div> +<div class="ttc" id="structarmnn_1_1_optimizer_options_xhtml"><div class="ttname"><a href="structarmnn_1_1_optimizer_options.xhtml">armnn::OptimizerOptions</a></div><div class="ttdoc">ArmNN performs an optimization on each model/network before it gets loaded for execution. </div><div class="ttdef"><b>Definition:</b> <a href="_i_network_8hpp_source.xhtml#l00137">INetwork.hpp:137</a></div></div> +<div class="ttc" id="structarmnn_1_1_i_runtime_1_1_creation_options_xhtml"><div class="ttname"><a href="structarmnn_1_1_i_runtime_1_1_creation_options.xhtml">armnn::IRuntime::CreationOptions</a></div><div class="ttdef"><b>Definition:</b> <a href="_i_runtime_8hpp_source.xhtml#l00075">IRuntime.hpp:75</a></div></div> +<div class="ttc" id="structarmnn_1_1_backend_options_xhtml"><div class="ttname"><a href="structarmnn_1_1_backend_options.xhtml">armnn::BackendOptions</a></div><div class="ttdoc">Struct for the users to pass backend specific options. </div><div class="ttdef"><b>Definition:</b> <a href="_backend_options_8hpp_source.xhtml#l00022">BackendOptions.hpp:22</a></div></div> +<div class="ttc" id="structarmnn_1_1_i_runtime_1_1_creation_options_xhtml_ae43cf4b5df0068ee6a9151c98947248b"><div class="ttname"><a href="structarmnn_1_1_i_runtime_1_1_creation_options.xhtml#ae43cf4b5df0068ee6a9151c98947248b">armnn::IRuntime::CreationOptions::m_DynamicBackendsPath</a></div><div class="ttdeci">std::string m_DynamicBackendsPath</div><div class="ttdoc">Setting this value will override the paths set by the DYNAMIC_BACKEND_PATHS compiler directive Only a...</div><div class="ttdef"><b>Definition:</b> <a href="_i_runtime_8hpp_source.xhtml#l00096">IRuntime.hpp:96</a></div></div> +<div class="ttc" id="structarmnn_1_1_i_runtime_1_1_creation_options_xhtml_a2fe8c3eadf4f4f9c0c664a24a2a298f9"><div class="ttname"><a href="structarmnn_1_1_i_runtime_1_1_creation_options.xhtml#a2fe8c3eadf4f4f9c0c664a24a2a298f9">armnn::IRuntime::CreationOptions::m_EnableGpuProfiling</a></div><div class="ttdeci">bool m_EnableGpuProfiling</div><div class="ttdoc">Setting this flag will allow the user to obtain GPU profiling information from the runtime...</div><div class="ttdef"><b>Definition:</b> <a href="_i_runtime_8hpp_source.xhtml#l00091">IRuntime.hpp:91</a></div></div> +<div class="ttc" id="struct_create_network_impl_xhtml_a4cbece5e7793be85f9a1e8a0ab9e02f8"><div class="ttname"><a href="struct_create_network_impl.xhtml#a4cbece5e7793be85f9a1e8a0ab9e02f8">CreateNetworkImpl::Create</a></div><div class="ttdeci">static armnn::INetworkPtr Create(const Params &params, std::vector< armnn::BindingPointInfo > &inputBindings, std::vector< armnn::BindingPointInfo > &outputBindings)</div><div class="ttdef"><b>Definition:</b> <a href="_inference_model_8hpp_source.xhtml#l00146">InferenceModel.hpp:146</a></div></div> +<div class="ttc" id="namespacearmnn_xhtml_a67a0db04d321a74b7e7fcfd3f1a3f70bae139a585510a502bbf1841cf589f5086"><div class="ttname"><a href="namespacearmnn.xhtml#a67a0db04d321a74b7e7fcfd3f1a3f70bae139a585510a502bbf1841cf589f5086">armnn::Status::Failure</a></div></div> +<div class="ttc" id="classarmnn_1_1_exception_xhtml"><div class="ttname"><a href="classarmnn_1_1_exception.xhtml">armnn::Exception</a></div><div class="ttdoc">Base class for all ArmNN exceptions so that users can filter to just those. </div><div class="ttdef"><b>Definition:</b> <a href="_exceptions_8hpp_source.xhtml#l00046">Exceptions.hpp:46</a></div></div> +<div class="ttc" id="namespacearmnn_xhtml_adf57837d00e8352d9b5cc5ab1fb5fee9a5dd7c525cb1500a2181fd4cc079d7acb"><div class="ttname"><a href="namespacearmnn.xhtml#adf57837d00e8352d9b5cc5ab1fb5fee9a5dd7c525cb1500a2181fd4cc079d7acb">armnn::ShapeInferenceMethod::InferAndValidate</a></div><div class="ttdoc">Infer missing output shapes and validate all output shapes. </div></div> +<div class="ttc" id="namespacearmnn_xhtml_ace74f6f9feb95a964a49d79458232703"><div class="ttname"><a href="namespacearmnn.xhtml#ace74f6f9feb95a964a49d79458232703">armnn::INetworkPtr</a></div><div class="ttdeci">std::unique_ptr< INetwork, void(*)(INetwork *network)> INetworkPtr</div><div class="ttdef"><b>Definition:</b> <a href="_i_network_8hpp_source.xhtml#l00241">INetwork.hpp:241</a></div></div> +</div><!-- fragment --> +</div> +</div> +<h2 class="groupheader">Member Function Documentation</h2> +<a id="a22794efa5d496a49a33739dd99087841"></a> +<h2 class="memtitle"><span class="permalink"><a href="#a22794efa5d496a49a33739dd99087841">◆ </a></span>AddCommandLineOptions()</h2> + +<div class="memitem"> +<div class="memproto"> +<table class="mlabels"> + <tr> + <td class="mlabels-left"> + <table class="memname"> + <tr> + <td class="memname">static void AddCommandLineOptions </td> + <td>(</td> + <td class="paramtype">cxxopts::Options & </td> + <td class="paramname"><em>options</em>, </td> + </tr> + <tr> + <td class="paramkey"></td> + <td></td> + <td class="paramtype"><a class="el" href="struct_inference_model_1_1_command_line_options.xhtml">CommandLineOptions</a> & </td> + <td class="paramname"><em>cLineOptions</em>, </td> + </tr> + <tr> + <td class="paramkey"></td> + <td></td> + <td class="paramtype">std::vector< std::string > & </td> + <td class="paramname"><em>required</em> </td> + </tr> + <tr> + <td></td> + <td>)</td> + <td></td><td></td> + </tr> + </table> + </td> + <td class="mlabels-right"> +<span class="mlabels"><span class="mlabel">inline</span><span class="mlabel">static</span></span> </td> + </tr> +</table> +</div><div class="memdoc"> + +<p class="definition">Definition at line <a class="el" href="_inference_model_8hpp_source.xhtml#l00398">398</a> of file <a class="el" href="_inference_model_8hpp_source.xhtml">InferenceModel.hpp</a>.</p> + +<p class="reference">References <a class="el" href="_backend_registry_8cpp_source.xhtml#l00013">armnn::BackendRegistryInstance()</a>, <a class="el" href="_backend_registry_8cpp_source.xhtml#l00083">BackendRegistry::GetBackendIdsAsString()</a>, <a class="el" href="_inference_model_8hpp_source.xhtml#l00383">InferenceModel< IParser, TDataType >::CommandLineOptions::m_ComputeDevices</a>, <a class="el" href="_inference_model_8hpp_source.xhtml#l00384">InferenceModel< IParser, TDataType >::CommandLineOptions::m_DynamicBackendsPath</a>, <a class="el" href="_inference_model_8hpp_source.xhtml#l00387">InferenceModel< IParser, TDataType >::CommandLineOptions::m_EnableBf16TurboMode</a>, <a class="el" href="_inference_model_8hpp_source.xhtml#l00386">InferenceModel< IParser, TDataType >::CommandLineOptions::m_EnableFp16TurboMode</a>, <a class="el" href="_inference_model_8hpp_source.xhtml#l00388">InferenceModel< IParser, TDataType >::CommandLineOptions::m_Labels</a>, <a class="el" href="_inference_model_8hpp_source.xhtml#l00382">InferenceModel< IParser, TDataType >::CommandLineOptions::m_ModelDir</a>, and <a class="el" href="_inference_model_8hpp_source.xhtml#l00385">InferenceModel< IParser, TDataType >::CommandLineOptions::m_VisualizePostOptimizationModel</a>.</p> + +<p class="reference">Referenced by <a class="el" href="_inference_test_8inl_source.xhtml#l00193">ClassifierTestCaseProvider< TDatabase, InferenceModel >::AddCommandLineOptions()</a>.</p> +<div class="fragment"><div class="line"><a name="l00400"></a><span class="lineno"> 400</span>  {</div><div class="line"><a name="l00401"></a><span class="lineno"> 401</span>  <span class="keyword">const</span> std::vector<std::string> defaultComputes = { <span class="stringliteral">"CpuAcc"</span>, <span class="stringliteral">"CpuRef"</span> };</div><div class="line"><a name="l00402"></a><span class="lineno"> 402</span> </div><div class="line"><a name="l00403"></a><span class="lineno"> 403</span>  <span class="keyword">const</span> std::string backendsMessage = <span class="stringliteral">"Which device to run layers on by default. Possible choices: "</span></div><div class="line"><a name="l00404"></a><span class="lineno"> 404</span>  + <a class="code" href="namespacearmnn.xhtml#ac2807505b850738bc8a1991ce669dd47">armnn::BackendRegistryInstance</a>().<a class="code" href="classarmnn_1_1_backend_registry.xhtml#ae1de2f7ca1db17f45f97155e239b8b45">GetBackendIdsAsString</a>();</div><div class="line"><a name="l00405"></a><span class="lineno"> 405</span> </div><div class="line"><a name="l00406"></a><span class="lineno"> 406</span>  options</div><div class="line"><a name="l00407"></a><span class="lineno"> 407</span>  .allow_unrecognised_options()</div><div class="line"><a name="l00408"></a><span class="lineno"> 408</span>  .add_options()</div><div class="line"><a name="l00409"></a><span class="lineno"> 409</span>  (<span class="stringliteral">"m,model-dir"</span>, <span class="stringliteral">"Path to directory containing model files (.prototxt/.tflite)"</span>,</div><div class="line"><a name="l00410"></a><span class="lineno"> 410</span>  cxxopts::value<std::string>(cLineOptions.m_ModelDir))</div><div class="line"><a name="l00411"></a><span class="lineno"> 411</span>  (<span class="stringliteral">"c,compute"</span>, backendsMessage.c_str(),</div><div class="line"><a name="l00412"></a><span class="lineno"> 412</span>  cxxopts::value<std::vector<std::string>>(cLineOptions.m_ComputeDevices)->default_value(<span class="stringliteral">"CpuRef"</span>))</div><div class="line"><a name="l00413"></a><span class="lineno"> 413</span>  (<span class="stringliteral">"b,dynamic-backends-path"</span>,</div><div class="line"><a name="l00414"></a><span class="lineno"> 414</span>  <span class="stringliteral">"Path where to load any available dynamic backend from. "</span></div><div class="line"><a name="l00415"></a><span class="lineno"> 415</span>  <span class="stringliteral">"If left empty (the default), dynamic backends will not be used."</span>,</div><div class="line"><a name="l00416"></a><span class="lineno"> 416</span>  cxxopts::value(cLineOptions.m_DynamicBackendsPath))</div><div class="line"><a name="l00417"></a><span class="lineno"> 417</span>  (<span class="stringliteral">"l,labels"</span>,</div><div class="line"><a name="l00418"></a><span class="lineno"> 418</span>  <span class="stringliteral">"Text file containing one image filename - correct label pair per line, "</span></div><div class="line"><a name="l00419"></a><span class="lineno"> 419</span>  <span class="stringliteral">"used to test the accuracy of the network."</span>, cxxopts::value<std::string>(cLineOptions.m_Labels))</div><div class="line"><a name="l00420"></a><span class="lineno"> 420</span>  (<span class="stringliteral">"v,visualize-optimized-model"</span>,</div><div class="line"><a name="l00421"></a><span class="lineno"> 421</span>  <span class="stringliteral">"Produce a dot file useful for visualizing the graph post optimization."</span></div><div class="line"><a name="l00422"></a><span class="lineno"> 422</span>  <span class="stringliteral">"The file will have the same name as the model with the .dot extention."</span>,</div><div class="line"><a name="l00423"></a><span class="lineno"> 423</span>  cxxopts::value<bool>(cLineOptions.m_VisualizePostOptimizationModel)->default_value(<span class="stringliteral">"false"</span>))</div><div class="line"><a name="l00424"></a><span class="lineno"> 424</span>  (<span class="stringliteral">"fp16-turbo-mode"</span>,</div><div class="line"><a name="l00425"></a><span class="lineno"> 425</span>  <span class="stringliteral">"If this option is enabled FP32 layers, weights and biases will be converted "</span></div><div class="line"><a name="l00426"></a><span class="lineno"> 426</span>  <span class="stringliteral">"to FP16 where the backend supports it."</span>,</div><div class="line"><a name="l00427"></a><span class="lineno"> 427</span>  cxxopts::value<bool>(cLineOptions.m_EnableFp16TurboMode)->default_value(<span class="stringliteral">"false"</span>))</div><div class="line"><a name="l00428"></a><span class="lineno"> 428</span>  (<span class="stringliteral">"bf16-turbo-mode"</span>,</div><div class="line"><a name="l00429"></a><span class="lineno"> 429</span>  <span class="stringliteral">"If this option is enabled FP32 layers, weights and biases will be converted "</span></div><div class="line"><a name="l00430"></a><span class="lineno"> 430</span>  <span class="stringliteral">"to BF16 where the backend supports it."</span>,</div><div class="line"><a name="l00431"></a><span class="lineno"> 431</span>  cxxopts::value<bool>(cLineOptions.m_EnableBf16TurboMode)->default_value(<span class="stringliteral">"false"</span>));</div><div class="line"><a name="l00432"></a><span class="lineno"> 432</span> </div><div class="line"><a name="l00433"></a><span class="lineno"> 433</span>  required.emplace_back(<span class="stringliteral">"model-dir"</span>);</div><div class="line"><a name="l00434"></a><span class="lineno"> 434</span>  }</div><div class="ttc" id="namespacearmnn_xhtml_ac2807505b850738bc8a1991ce669dd47"><div class="ttname"><a href="namespacearmnn.xhtml#ac2807505b850738bc8a1991ce669dd47">armnn::BackendRegistryInstance</a></div><div class="ttdeci">BackendRegistry & BackendRegistryInstance()</div><div class="ttdef"><b>Definition:</b> <a href="_backend_registry_8cpp_source.xhtml#l00013">BackendRegistry.cpp:13</a></div></div> +<div class="ttc" id="classarmnn_1_1_backend_registry_xhtml_ae1de2f7ca1db17f45f97155e239b8b45"><div class="ttname"><a href="classarmnn_1_1_backend_registry.xhtml#ae1de2f7ca1db17f45f97155e239b8b45">armnn::BackendRegistry::GetBackendIdsAsString</a></div><div class="ttdeci">std::string GetBackendIdsAsString() const</div><div class="ttdef"><b>Definition:</b> <a href="_backend_registry_8cpp_source.xhtml#l00083">BackendRegistry.cpp:83</a></div></div> +</div><!-- fragment --> +</div> +</div> +<a id="a262185c43532d5728c4bd7890f3b2235"></a> +<h2 class="memtitle"><span class="permalink"><a href="#a262185c43532d5728c4bd7890f3b2235">◆ </a></span>CheckInputIndexIsValid()</h2> + +<div class="memitem"> +<div class="memproto"> +<table class="mlabels"> + <tr> + <td class="mlabels-left"> + <table class="memname"> + <tr> + <td class="memname">void CheckInputIndexIsValid </td> + <td>(</td> + <td class="paramtype">unsigned int </td> + <td class="paramname"><em>inputIndex</em></td><td>)</td> + <td> const</td> + </tr> + </table> + </td> + <td class="mlabels-right"> +<span class="mlabels"><span class="mlabel">inline</span></span> </td> + </tr> +</table> +</div><div class="memdoc"> + +<p class="definition">Definition at line <a class="el" href="_inference_model_8hpp_source.xhtml#l00560">560</a> of file <a class="el" href="_inference_model_8hpp_source.xhtml">InferenceModel.hpp</a>.</p> + +<p class="reference">References <a class="el" href="_inference_model_8hpp_source.xhtml#l00092">Params::m_InputBindings</a>.</p> +<div class="fragment"><div class="line"><a name="l00561"></a><span class="lineno"> 561</span>  {</div><div class="line"><a name="l00562"></a><span class="lineno"> 562</span>  <span class="keywordflow">if</span> (m_InputBindings.size() < inputIndex + 1)</div><div class="line"><a name="l00563"></a><span class="lineno"> 563</span>  {</div><div class="line"><a name="l00564"></a><span class="lineno"> 564</span>  <span class="keywordflow">throw</span> <a class="code" href="classarmnn_1_1_exception.xhtml">armnn::Exception</a>(fmt::format(<span class="stringliteral">"Input index out of range: {}"</span>, inputIndex));</div><div class="line"><a name="l00565"></a><span class="lineno"> 565</span>  }</div><div class="line"><a name="l00566"></a><span class="lineno"> 566</span>  }</div><div class="ttc" id="classarmnn_1_1_exception_xhtml"><div class="ttname"><a href="classarmnn_1_1_exception.xhtml">armnn::Exception</a></div><div class="ttdoc">Base class for all ArmNN exceptions so that users can filter to just those. </div><div class="ttdef"><b>Definition:</b> <a href="_exceptions_8hpp_source.xhtml#l00046">Exceptions.hpp:46</a></div></div> +</div><!-- fragment --> +</div> +</div> +<a id="a72a6db08ffca660ece7c2d86e2a14daa"></a> +<h2 class="memtitle"><span class="permalink"><a href="#a72a6db08ffca660ece7c2d86e2a14daa">◆ </a></span>CheckOutputIndexIsValid()</h2> + +<div class="memitem"> +<div class="memproto"> +<table class="mlabels"> + <tr> + <td class="mlabels-left"> + <table class="memname"> + <tr> + <td class="memname">void CheckOutputIndexIsValid </td> + <td>(</td> + <td class="paramtype">unsigned int </td> + <td class="paramname"><em>outputIndex</em></td><td>)</td> + <td> const</td> + </tr> + </table> + </td> + <td class="mlabels-right"> +<span class="mlabels"><span class="mlabel">inline</span></span> </td> + </tr> +</table> +</div><div class="memdoc"> + +<p class="definition">Definition at line <a class="el" href="_inference_model_8hpp_source.xhtml#l00568">568</a> of file <a class="el" href="_inference_model_8hpp_source.xhtml">InferenceModel.hpp</a>.</p> + +<p class="reference">References <a class="el" href="_inference_model_8hpp_source.xhtml#l00094">Params::m_OutputBindings</a>.</p> +<div class="fragment"><div class="line"><a name="l00569"></a><span class="lineno"> 569</span>  {</div><div class="line"><a name="l00570"></a><span class="lineno"> 570</span>  <span class="keywordflow">if</span> (m_OutputBindings.size() < outputIndex + 1)</div><div class="line"><a name="l00571"></a><span class="lineno"> 571</span>  {</div><div class="line"><a name="l00572"></a><span class="lineno"> 572</span>  <span class="keywordflow">throw</span> <a class="code" href="classarmnn_1_1_exception.xhtml">armnn::Exception</a>(fmt::format(<span class="stringliteral">"Output index out of range: {}"</span>, outputIndex));</div><div class="line"><a name="l00573"></a><span class="lineno"> 573</span>  }</div><div class="line"><a name="l00574"></a><span class="lineno"> 574</span>  }</div><div class="ttc" id="classarmnn_1_1_exception_xhtml"><div class="ttname"><a href="classarmnn_1_1_exception.xhtml">armnn::Exception</a></div><div class="ttdoc">Base class for all ArmNN exceptions so that users can filter to just those. </div><div class="ttdef"><b>Definition:</b> <a href="_exceptions_8hpp_source.xhtml#l00046">Exceptions.hpp:46</a></div></div> +</div><!-- fragment --> +</div> +</div> +<a id="a6d789a57513b4b26e31eaed316e45b7f"></a> +<h2 class="memtitle"><span class="permalink"><a href="#a6d789a57513b4b26e31eaed316e45b7f">◆ </a></span>CreateWorkingMemHandle()</h2> + +<div class="memitem"> +<div class="memproto"> +<table class="mlabels"> + <tr> + <td class="mlabels-left"> + <table class="memname"> + <tr> + <td class="memname">std::unique_ptr<<a class="el" href="classarmnn_1_1experimental_1_1_i_working_mem_handle.xhtml">armnn::experimental::IWorkingMemHandle</a>> CreateWorkingMemHandle </td> + <td>(</td> + <td class="paramname"></td><td>)</td> + <td></td> + </tr> + </table> + </td> + <td class="mlabels-right"> +<span class="mlabels"><span class="mlabel">inline</span></span> </td> + </tr> +</table> +</div><div class="memdoc"> + +<p class="definition">Definition at line <a class="el" href="_inference_model_8hpp_source.xhtml#l00772">772</a> of file <a class="el" href="_inference_model_8hpp_source.xhtml">InferenceModel.hpp</a>.</p> + +<p class="reference">References <a class="el" href="_inference_model_8hpp_source.xhtml#l00096">Params::m_DynamicBackendsPath</a>, <a class="el" href="_inference_model_8hpp_source.xhtml#l00092">Params::m_InputBindings</a>, <a class="el" href="_inference_model_8hpp_source.xhtml#l00094">Params::m_OutputBindings</a>, <a class="el" href="_tensor_i_o_utils_8hpp_source.xhtml#l00017">armnnUtils::MakeInputTensors()</a>, <a class="el" href="_tf_lite_yolo_v3_big-_armnn_8cpp_source.xhtml#l00050">MakeInputTensors()</a>, <a class="el" href="_tensor_i_o_utils_8hpp_source.xhtml#l00056">armnnUtils::MakeOutputTensors()</a>, and <a class="el" href="_tf_lite_yolo_v3_big-_armnn_8cpp_source.xhtml#l00074">MakeOutputTensors()</a>.</p> + +<p class="reference">Referenced by <a class="el" href="_execute_network_8cpp_source.xhtml#l00377">MainImpl()</a>.</p> +<div class="fragment"><div class="line"><a name="l00773"></a><span class="lineno"> 773</span>  {</div><div class="line"><a name="l00774"></a><span class="lineno"> 774</span>  <span class="keywordflow">return</span> m_Runtime->CreateWorkingMemHandle(m_NetworkIdentifier);</div><div class="line"><a name="l00775"></a><span class="lineno"> 775</span>  }</div></div><!-- fragment --> +</div> +</div> +<a id="ade1a8545be49b1c10e724ea8536907c7"></a> +<h2 class="memtitle"><span class="permalink"><a href="#ade1a8545be49b1c10e724ea8536907c7">◆ </a></span>GetAllQuantizationParams()</h2> + +<div class="memitem"> +<div class="memproto"> +<table class="mlabels"> + <tr> + <td class="mlabels-left"> + <table class="memname"> + <tr> + <td class="memname">std::vector<<a class="el" href="class_inference_model.xhtml#ae3ca0528045df8958ce5dcdf9d1af041">QuantizationParams</a>> GetAllQuantizationParams </td> + <td>(</td> + <td class="paramname"></td><td>)</td> + <td> const</td> + </tr> + </table> + </td> + <td class="mlabels-right"> +<span class="mlabels"><span class="mlabel">inline</span></span> </td> + </tr> +</table> +</div><div class="memdoc"> + +<p class="definition">Definition at line <a class="el" href="_inference_model_8hpp_source.xhtml#l00762">762</a> of file <a class="el" href="_inference_model_8hpp_source.xhtml">InferenceModel.hpp</a>.</p> + +<p class="reference">References <a class="el" href="_inference_model_8hpp_source.xhtml#l00094">Params::m_OutputBindings</a>.</p> +<div class="fragment"><div class="line"><a name="l00763"></a><span class="lineno"> 763</span>  {</div><div class="line"><a name="l00764"></a><span class="lineno"> 764</span>  std::vector<QuantizationParams> quantizationParams;</div><div class="line"><a name="l00765"></a><span class="lineno"> 765</span>  <span class="keywordflow">for</span> (<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> i = 0u; i < m_OutputBindings.size(); i++)</div><div class="line"><a name="l00766"></a><span class="lineno"> 766</span>  {</div><div class="line"><a name="l00767"></a><span class="lineno"> 767</span>  quantizationParams.push_back(<a class="code" href="class_inference_model.xhtml#a1a09727b3f781272e702516fffb7d97f">GetQuantizationParams</a>(i));</div><div class="line"><a name="l00768"></a><span class="lineno"> 768</span>  }</div><div class="line"><a name="l00769"></a><span class="lineno"> 769</span>  <span class="keywordflow">return</span> quantizationParams;</div><div class="line"><a name="l00770"></a><span class="lineno"> 770</span>  }</div><div class="ttc" id="class_inference_model_xhtml_a1a09727b3f781272e702516fffb7d97f"><div class="ttname"><a href="class_inference_model.xhtml#a1a09727b3f781272e702516fffb7d97f">InferenceModel::GetQuantizationParams</a></div><div class="ttdeci">QuantizationParams GetQuantizationParams(unsigned int outputIndex=0u) const</div><div class="ttdef"><b>Definition:</b> <a href="_inference_model_8hpp_source.xhtml#l00748">InferenceModel.hpp:748</a></div></div> +</div><!-- fragment --> +</div> +</div> +<a id="a9a28e0c17604e5a945409f994c020212"></a> +<h2 class="memtitle"><span class="permalink"><a href="#a9a28e0c17604e5a945409f994c020212">◆ </a></span>GetInputBindingInfo()</h2> + +<div class="memitem"> +<div class="memproto"> +<table class="mlabels"> + <tr> + <td class="mlabels-left"> + <table class="memname"> + <tr> + <td class="memname">const <a class="el" href="namespacearmnn.xhtml#a280670a263dc4fd40491f6d0a2737f44">armnn::BindingPointInfo</a>& GetInputBindingInfo </td> + <td>(</td> + <td class="paramtype">unsigned int </td> + <td class="paramname"><em>inputIndex</em> = <code>0u</code></td><td>)</td> + <td> const</td> + </tr> + </table> + </td> + <td class="mlabels-right"> +<span class="mlabels"><span class="mlabel">inline</span></span> </td> + </tr> +</table> +</div><div class="memdoc"> + +<p class="definition">Definition at line <a class="el" href="_inference_model_8hpp_source.xhtml#l00726">726</a> of file <a class="el" href="_inference_model_8hpp_source.xhtml">InferenceModel.hpp</a>.</p> + +<p class="reference">References <a class="el" href="_inference_model_8hpp_source.xhtml#l00092">Params::m_InputBindings</a>.</p> + +<p class="reference">Referenced by <a class="el" href="_model_accuracy_tool-_armnn_8cpp_source.xhtml#l00049">main()</a>.</p> +<div class="fragment"><div class="line"><a name="l00727"></a><span class="lineno"> 727</span>  {</div><div class="line"><a name="l00728"></a><span class="lineno"> 728</span>  <a class="code" href="class_inference_model.xhtml#a262185c43532d5728c4bd7890f3b2235">CheckInputIndexIsValid</a>(inputIndex);</div><div class="line"><a name="l00729"></a><span class="lineno"> 729</span>  <span class="keywordflow">return</span> m_InputBindings[inputIndex];</div><div class="line"><a name="l00730"></a><span class="lineno"> 730</span>  }</div><div class="ttc" id="class_inference_model_xhtml_a262185c43532d5728c4bd7890f3b2235"><div class="ttname"><a href="class_inference_model.xhtml#a262185c43532d5728c4bd7890f3b2235">InferenceModel::CheckInputIndexIsValid</a></div><div class="ttdeci">void CheckInputIndexIsValid(unsigned int inputIndex) const</div><div class="ttdef"><b>Definition:</b> <a href="_inference_model_8hpp_source.xhtml#l00560">InferenceModel.hpp:560</a></div></div> +</div><!-- fragment --> +</div> +</div> +<a id="a0e0f3330fc1e6c1fa1d99d731490c483"></a> +<h2 class="memtitle"><span class="permalink"><a href="#a0e0f3330fc1e6c1fa1d99d731490c483">◆ </a></span>GetInputBindingInfos()</h2> + +<div class="memitem"> +<div class="memproto"> +<table class="mlabels"> + <tr> + <td class="mlabels-left"> + <table class="memname"> + <tr> + <td class="memname">const std::vector<<a class="el" href="namespacearmnn.xhtml#a280670a263dc4fd40491f6d0a2737f44">armnn::BindingPointInfo</a>>& GetInputBindingInfos </td> + <td>(</td> + <td class="paramname"></td><td>)</td> + <td> const</td> + </tr> + </table> + </td> + <td class="mlabels-right"> +<span class="mlabels"><span class="mlabel">inline</span></span> </td> + </tr> +</table> +</div><div class="memdoc"> + +<p class="definition">Definition at line <a class="el" href="_inference_model_8hpp_source.xhtml#l00732">732</a> of file <a class="el" href="_inference_model_8hpp_source.xhtml">InferenceModel.hpp</a>.</p> + +<p class="reference">References <a class="el" href="_inference_model_8hpp_source.xhtml#l00092">Params::m_InputBindings</a>.</p> +<div class="fragment"><div class="line"><a name="l00733"></a><span class="lineno"> 733</span>  {</div><div class="line"><a name="l00734"></a><span class="lineno"> 734</span>  <span class="keywordflow">return</span> m_InputBindings;</div><div class="line"><a name="l00735"></a><span class="lineno"> 735</span>  }</div></div><!-- fragment --> +</div> +</div> +<a id="a066580d185559e2efdcb6cedd1709b9c"></a> +<h2 class="memtitle"><span class="permalink"><a href="#a066580d185559e2efdcb6cedd1709b9c">◆ </a></span>GetInputQuantizationParams()</h2> + +<div class="memitem"> +<div class="memproto"> +<table class="mlabels"> + <tr> + <td class="mlabels-left"> + <table class="memname"> + <tr> + <td class="memname"><a class="el" href="class_inference_model.xhtml#ae3ca0528045df8958ce5dcdf9d1af041">QuantizationParams</a> GetInputQuantizationParams </td> + <td>(</td> + <td class="paramtype">unsigned int </td> + <td class="paramname"><em>inputIndex</em> = <code>0u</code></td><td>)</td> + <td> const</td> + </tr> + </table> + </td> + <td class="mlabels-right"> +<span class="mlabels"><span class="mlabel">inline</span></span> </td> + </tr> +</table> +</div><div class="memdoc"> + +<p class="definition">Definition at line <a class="el" href="_inference_model_8hpp_source.xhtml#l00755">755</a> of file <a class="el" href="_inference_model_8hpp_source.xhtml">InferenceModel.hpp</a>.</p> + +<p class="reference">References <a class="el" href="_inference_model_8hpp_source.xhtml#l00092">Params::m_InputBindings</a>.</p> + +<p class="reference">Referenced by <a class="el" href="_execute_network_8cpp_source.xhtml#l00377">MainImpl()</a>.</p> +<div class="fragment"><div class="line"><a name="l00756"></a><span class="lineno"> 756</span>  {</div><div class="line"><a name="l00757"></a><span class="lineno"> 757</span>  <a class="code" href="class_inference_model.xhtml#a262185c43532d5728c4bd7890f3b2235">CheckInputIndexIsValid</a>(inputIndex);</div><div class="line"><a name="l00758"></a><span class="lineno"> 758</span>  <span class="keywordflow">return</span> std::make_pair(m_InputBindings[inputIndex].second.GetQuantizationScale(),</div><div class="line"><a name="l00759"></a><span class="lineno"> 759</span>  m_InputBindings[inputIndex].second.GetQuantizationOffset());</div><div class="line"><a name="l00760"></a><span class="lineno"> 760</span>  }</div><div class="ttc" id="class_inference_model_xhtml_a262185c43532d5728c4bd7890f3b2235"><div class="ttname"><a href="class_inference_model.xhtml#a262185c43532d5728c4bd7890f3b2235">InferenceModel::CheckInputIndexIsValid</a></div><div class="ttdeci">void CheckInputIndexIsValid(unsigned int inputIndex) const</div><div class="ttdef"><b>Definition:</b> <a href="_inference_model_8hpp_source.xhtml#l00560">InferenceModel.hpp:560</a></div></div> +</div><!-- fragment --> +</div> +</div> +<a id="a679e4b22a845c8d7f58f6ca6a5df625f"></a> +<h2 class="memtitle"><span class="permalink"><a href="#a679e4b22a845c8d7f58f6ca6a5df625f">◆ </a></span>GetInputSize()</h2> + +<div class="memitem"> +<div class="memproto"> +<table class="mlabels"> + <tr> + <td class="mlabels-left"> + <table class="memname"> + <tr> + <td class="memname">unsigned int GetInputSize </td> + <td>(</td> + <td class="paramtype">unsigned int </td> + <td class="paramname"><em>inputIndex</em> = <code>0u</code></td><td>)</td> + <td> const</td> + </tr> + </table> + </td> + <td class="mlabels-right"> +<span class="mlabels"><span class="mlabel">inline</span></span> </td> + </tr> +</table> +</div><div class="memdoc"> + +<p class="definition">Definition at line <a class="el" href="_inference_model_8hpp_source.xhtml#l00576">576</a> of file <a class="el" href="_inference_model_8hpp_source.xhtml">InferenceModel.hpp</a>.</p> + +<p class="reference">References <a class="el" href="_inference_model_8hpp_source.xhtml#l00092">Params::m_InputBindings</a>.</p> + +<p class="reference">Referenced by <a class="el" href="_execute_network_8cpp_source.xhtml#l00377">MainImpl()</a>.</p> +<div class="fragment"><div class="line"><a name="l00577"></a><span class="lineno"> 577</span>  {</div><div class="line"><a name="l00578"></a><span class="lineno"> 578</span>  <a class="code" href="class_inference_model.xhtml#a262185c43532d5728c4bd7890f3b2235">CheckInputIndexIsValid</a>(inputIndex);</div><div class="line"><a name="l00579"></a><span class="lineno"> 579</span>  <span class="keywordflow">return</span> m_InputBindings[inputIndex].second.GetNumElements();</div><div class="line"><a name="l00580"></a><span class="lineno"> 580</span>  }</div><div class="ttc" id="class_inference_model_xhtml_a262185c43532d5728c4bd7890f3b2235"><div class="ttname"><a href="class_inference_model.xhtml#a262185c43532d5728c4bd7890f3b2235">InferenceModel::CheckInputIndexIsValid</a></div><div class="ttdeci">void CheckInputIndexIsValid(unsigned int inputIndex) const</div><div class="ttdef"><b>Definition:</b> <a href="_inference_model_8hpp_source.xhtml#l00560">InferenceModel.hpp:560</a></div></div> +</div><!-- fragment --> +</div> +</div> +<a id="a325f1c17b5ff2153cae944e3c62820a2"></a> +<h2 class="memtitle"><span class="permalink"><a href="#a325f1c17b5ff2153cae944e3c62820a2">◆ </a></span>GetOutputBindingInfo()</h2> + +<div class="memitem"> +<div class="memproto"> +<table class="mlabels"> + <tr> + <td class="mlabels-left"> + <table class="memname"> + <tr> + <td class="memname">const <a class="el" href="namespacearmnn.xhtml#a280670a263dc4fd40491f6d0a2737f44">armnn::BindingPointInfo</a>& GetOutputBindingInfo </td> + <td>(</td> + <td class="paramtype">unsigned int </td> + <td class="paramname"><em>outputIndex</em> = <code>0u</code></td><td>)</td> + <td> const</td> + </tr> + </table> + </td> + <td class="mlabels-right"> +<span class="mlabels"><span class="mlabel">inline</span></span> </td> + </tr> +</table> +</div><div class="memdoc"> + +<p class="definition">Definition at line <a class="el" href="_inference_model_8hpp_source.xhtml#l00737">737</a> of file <a class="el" href="_inference_model_8hpp_source.xhtml">InferenceModel.hpp</a>.</p> + +<p class="reference">References <a class="el" href="_inference_model_8hpp_source.xhtml#l00094">Params::m_OutputBindings</a>.</p> + +<p class="reference">Referenced by <a class="el" href="_execute_network_8cpp_source.xhtml#l00377">MainImpl()</a>.</p> +<div class="fragment"><div class="line"><a name="l00738"></a><span class="lineno"> 738</span>  {</div><div class="line"><a name="l00739"></a><span class="lineno"> 739</span>  <a class="code" href="class_inference_model.xhtml#a72a6db08ffca660ece7c2d86e2a14daa">CheckOutputIndexIsValid</a>(outputIndex);</div><div class="line"><a name="l00740"></a><span class="lineno"> 740</span>  <span class="keywordflow">return</span> m_OutputBindings[outputIndex];</div><div class="line"><a name="l00741"></a><span class="lineno"> 741</span>  }</div><div class="ttc" id="class_inference_model_xhtml_a72a6db08ffca660ece7c2d86e2a14daa"><div class="ttname"><a href="class_inference_model.xhtml#a72a6db08ffca660ece7c2d86e2a14daa">InferenceModel::CheckOutputIndexIsValid</a></div><div class="ttdeci">void CheckOutputIndexIsValid(unsigned int outputIndex) const</div><div class="ttdef"><b>Definition:</b> <a href="_inference_model_8hpp_source.xhtml#l00568">InferenceModel.hpp:568</a></div></div> +</div><!-- fragment --> +</div> +</div> +<a id="ac0b73049e00e7013f5cc6ae7fcaedcd4"></a> +<h2 class="memtitle"><span class="permalink"><a href="#ac0b73049e00e7013f5cc6ae7fcaedcd4">◆ </a></span>GetOutputBindingInfos()</h2> + +<div class="memitem"> +<div class="memproto"> +<table class="mlabels"> + <tr> + <td class="mlabels-left"> + <table class="memname"> + <tr> + <td class="memname">const std::vector<<a class="el" href="namespacearmnn.xhtml#a280670a263dc4fd40491f6d0a2737f44">armnn::BindingPointInfo</a>>& GetOutputBindingInfos </td> + <td>(</td> + <td class="paramname"></td><td>)</td> + <td> const</td> + </tr> + </table> + </td> + <td class="mlabels-right"> +<span class="mlabels"><span class="mlabel">inline</span></span> </td> + </tr> +</table> +</div><div class="memdoc"> + +<p class="definition">Definition at line <a class="el" href="_inference_model_8hpp_source.xhtml#l00743">743</a> of file <a class="el" href="_inference_model_8hpp_source.xhtml">InferenceModel.hpp</a>.</p> + +<p class="reference">References <a class="el" href="_inference_model_8hpp_source.xhtml#l00094">Params::m_OutputBindings</a>.</p> + +<p class="reference">Referenced by <a class="el" href="_execute_network_8cpp_source.xhtml#l00377">MainImpl()</a>.</p> +<div class="fragment"><div class="line"><a name="l00744"></a><span class="lineno"> 744</span>  {</div><div class="line"><a name="l00745"></a><span class="lineno"> 745</span>  <span class="keywordflow">return</span> m_OutputBindings;</div><div class="line"><a name="l00746"></a><span class="lineno"> 746</span>  }</div></div><!-- fragment --> +</div> +</div> +<a id="a8282dddf88e0deb3c414235e20a6cb2c"></a> +<h2 class="memtitle"><span class="permalink"><a href="#a8282dddf88e0deb3c414235e20a6cb2c">◆ </a></span>GetOutputSize()</h2> + +<div class="memitem"> +<div class="memproto"> +<table class="mlabels"> + <tr> + <td class="mlabels-left"> + <table class="memname"> + <tr> + <td class="memname">unsigned int GetOutputSize </td> + <td>(</td> + <td class="paramtype">unsigned int </td> + <td class="paramname"><em>outputIndex</em> = <code>0u</code></td><td>)</td> + <td> const</td> + </tr> + </table> + </td> + <td class="mlabels-right"> +<span class="mlabels"><span class="mlabel">inline</span></span> </td> + </tr> +</table> +</div><div class="memdoc"> + +<p class="definition">Definition at line <a class="el" href="_inference_model_8hpp_source.xhtml#l00582">582</a> of file <a class="el" href="_inference_model_8hpp_source.xhtml">InferenceModel.hpp</a>.</p> + +<p class="reference">References <a class="el" href="_inference_model_8hpp_source.xhtml#l00094">Params::m_OutputBindings</a>.</p> + +<p class="reference">Referenced by <a class="el" href="_model_accuracy_tool-_armnn_8cpp_source.xhtml#l00049">main()</a>, and <a class="el" href="_execute_network_8cpp_source.xhtml#l00377">MainImpl()</a>.</p> +<div class="fragment"><div class="line"><a name="l00583"></a><span class="lineno"> 583</span>  {</div><div class="line"><a name="l00584"></a><span class="lineno"> 584</span>  <a class="code" href="class_inference_model.xhtml#a72a6db08ffca660ece7c2d86e2a14daa">CheckOutputIndexIsValid</a>(outputIndex);</div><div class="line"><a name="l00585"></a><span class="lineno"> 585</span>  <span class="keywordflow">return</span> m_OutputBindings[outputIndex].second.GetNumElements();</div><div class="line"><a name="l00586"></a><span class="lineno"> 586</span>  }</div><div class="ttc" id="class_inference_model_xhtml_a72a6db08ffca660ece7c2d86e2a14daa"><div class="ttname"><a href="class_inference_model.xhtml#a72a6db08ffca660ece7c2d86e2a14daa">InferenceModel::CheckOutputIndexIsValid</a></div><div class="ttdeci">void CheckOutputIndexIsValid(unsigned int outputIndex) const</div><div class="ttdef"><b>Definition:</b> <a href="_inference_model_8hpp_source.xhtml#l00568">InferenceModel.hpp:568</a></div></div> +</div><!-- fragment --> +</div> +</div> +<a id="a1a09727b3f781272e702516fffb7d97f"></a> +<h2 class="memtitle"><span class="permalink"><a href="#a1a09727b3f781272e702516fffb7d97f">◆ </a></span>GetQuantizationParams()</h2> + +<div class="memitem"> +<div class="memproto"> +<table class="mlabels"> + <tr> + <td class="mlabels-left"> + <table class="memname"> + <tr> + <td class="memname"><a class="el" href="class_inference_model.xhtml#ae3ca0528045df8958ce5dcdf9d1af041">QuantizationParams</a> GetQuantizationParams </td> + <td>(</td> + <td class="paramtype">unsigned int </td> + <td class="paramname"><em>outputIndex</em> = <code>0u</code></td><td>)</td> + <td> const</td> + </tr> + </table> + </td> + <td class="mlabels-right"> +<span class="mlabels"><span class="mlabel">inline</span></span> </td> + </tr> +</table> +</div><div class="memdoc"> + +<p class="definition">Definition at line <a class="el" href="_inference_model_8hpp_source.xhtml#l00748">748</a> of file <a class="el" href="_inference_model_8hpp_source.xhtml">InferenceModel.hpp</a>.</p> + +<p class="reference">References <a class="el" href="_inference_model_8hpp_source.xhtml#l00094">Params::m_OutputBindings</a>.</p> +<div class="fragment"><div class="line"><a name="l00749"></a><span class="lineno"> 749</span>  {</div><div class="line"><a name="l00750"></a><span class="lineno"> 750</span>  <a class="code" href="class_inference_model.xhtml#a72a6db08ffca660ece7c2d86e2a14daa">CheckOutputIndexIsValid</a>(outputIndex);</div><div class="line"><a name="l00751"></a><span class="lineno"> 751</span>  <span class="keywordflow">return</span> std::make_pair(m_OutputBindings[outputIndex].second.GetQuantizationScale(),</div><div class="line"><a name="l00752"></a><span class="lineno"> 752</span>  m_OutputBindings[outputIndex].second.GetQuantizationOffset());</div><div class="line"><a name="l00753"></a><span class="lineno"> 753</span>  }</div><div class="ttc" id="class_inference_model_xhtml_a72a6db08ffca660ece7c2d86e2a14daa"><div class="ttname"><a href="class_inference_model.xhtml#a72a6db08ffca660ece7c2d86e2a14daa">InferenceModel::CheckOutputIndexIsValid</a></div><div class="ttdeci">void CheckOutputIndexIsValid(unsigned int outputIndex) const</div><div class="ttdef"><b>Definition:</b> <a href="_inference_model_8hpp_source.xhtml#l00568">InferenceModel.hpp:568</a></div></div> +</div><!-- fragment --> +</div> +</div> +<a id="a25651303cbe4a971cdada990eb71bf21"></a> +<h2 class="memtitle"><span class="permalink"><a href="#a25651303cbe4a971cdada990eb71bf21">◆ </a></span>Run()</h2> + +<div class="memitem"> +<div class="memproto"> +<table class="mlabels"> + <tr> + <td class="mlabels-left"> + <table class="memname"> + <tr> + <td class="memname">std::chrono::duration<double, std::milli> Run </td> + <td>(</td> + <td class="paramtype">const std::vector< <a class="el" href="namespacearmnn_utils.xhtml#ac7bd4ea667375c07718086368507ed44">armnnUtils::TContainer</a> > & </td> + <td class="paramname"><em>inputContainers</em>, </td> + </tr> + <tr> + <td class="paramkey"></td> + <td></td> + <td class="paramtype">std::vector< <a class="el" href="namespacearmnn_utils.xhtml#ac7bd4ea667375c07718086368507ed44">armnnUtils::TContainer</a> > & </td> + <td class="paramname"><em>outputContainers</em> </td> + </tr> + <tr> + <td></td> + <td>)</td> + <td></td><td></td> + </tr> + </table> + </td> + <td class="mlabels-right"> +<span class="mlabels"><span class="mlabel">inline</span></span> </td> + </tr> +</table> +</div><div class="memdoc"> + +<p class="definition">Definition at line <a class="el" href="_inference_model_8hpp_source.xhtml#l00588">588</a> of file <a class="el" href="_inference_model_8hpp_source.xhtml">InferenceModel.hpp</a>.</p> + +<p class="reference">References <a class="el" href="namespacearmnn.xhtml#a67a0db04d321a74b7e7fcfd3f1a3f70bae139a585510a502bbf1841cf589f5086">armnn::Failure</a>, <a class="el" href="_timer_8hpp_source.xhtml#l00019">armnn::GetTimeDuration()</a>, <a class="el" href="_timer_8hpp_source.xhtml#l00014">armnn::GetTimeNow()</a>, <a class="el" href="_tf_lite_yolo_v3_big-_armnn_8cpp_source.xhtml#l00050">MakeInputTensors()</a>, <a class="el" href="_tf_lite_yolo_v3_big-_armnn_8cpp_source.xhtml#l00074">MakeOutputTensors()</a>, and <a class="el" href="_numeric_cast_8hpp_source.xhtml#l00035">armnn::numeric_cast()</a>.</p> + +<p class="reference">Referenced by <a class="el" href="_execute_network_8cpp_source.xhtml#l00377">MainImpl()</a>.</p> +<div class="fragment"><div class="line"><a name="l00591"></a><span class="lineno"> 591</span>  {</div><div class="line"><a name="l00592"></a><span class="lineno"> 592</span>  <span class="keywordflow">for</span> (<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> i = 0; i < outputContainers.size(); ++i)</div><div class="line"><a name="l00593"></a><span class="lineno"> 593</span>  {</div><div class="line"><a name="l00594"></a><span class="lineno"> 594</span>  <span class="keyword">const</span> <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> expectedOutputDataSize = <a class="code" href="class_inference_model.xhtml#a8282dddf88e0deb3c414235e20a6cb2c">GetOutputSize</a>(i);</div><div class="line"><a name="l00595"></a><span class="lineno"> 595</span> </div><div class="line"><a name="l00596"></a><span class="lineno"> 596</span>  mapbox::util::apply_visitor([expectedOutputDataSize, i](<span class="keyword">auto</span>&& value)</div><div class="line"><a name="l00597"></a><span class="lineno"> 597</span>  {</div><div class="line"><a name="l00598"></a><span class="lineno"> 598</span>  <span class="keyword">const</span> <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> actualOutputDataSize = <a class="code" href="namespacearmnn.xhtml#a375ca3cff9f1b005d1412dc5f3cf5b6e">armnn::numeric_cast</a><<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span>>(value.size());</div><div class="line"><a name="l00599"></a><span class="lineno"> 599</span>  <span class="keywordflow">if</span> (actualOutputDataSize < expectedOutputDataSize)</div><div class="line"><a name="l00600"></a><span class="lineno"> 600</span>  {</div><div class="line"><a name="l00601"></a><span class="lineno"> 601</span>  <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> outputIndex = i;</div><div class="line"><a name="l00602"></a><span class="lineno"> 602</span>  <span class="keywordflow">throw</span> <a class="code" href="classarmnn_1_1_exception.xhtml">armnn::Exception</a>(</div><div class="line"><a name="l00603"></a><span class="lineno"> 603</span>  fmt::format(<span class="stringliteral">"Not enough data for output #{0}: expected "</span></div><div class="line"><a name="l00604"></a><span class="lineno"> 604</span>  <span class="stringliteral">"{1} elements, got {2}"</span>, outputIndex, expectedOutputDataSize, actualOutputDataSize));</div><div class="line"><a name="l00605"></a><span class="lineno"> 605</span>  }</div><div class="line"><a name="l00606"></a><span class="lineno"> 606</span>  },</div><div class="line"><a name="l00607"></a><span class="lineno"> 607</span>  outputContainers[i]);</div><div class="line"><a name="l00608"></a><span class="lineno"> 608</span>  }</div><div class="line"><a name="l00609"></a><span class="lineno"> 609</span> </div><div class="line"><a name="l00610"></a><span class="lineno"> 610</span>  std::shared_ptr<armnn::IProfiler> profiler = m_Runtime->GetProfiler(m_NetworkIdentifier);</div><div class="line"><a name="l00611"></a><span class="lineno"> 611</span> </div><div class="line"><a name="l00612"></a><span class="lineno"> 612</span>  <span class="comment">// Start timer to record inference time in EnqueueWorkload (in milliseconds)</span></div><div class="line"><a name="l00613"></a><span class="lineno"> 613</span>  <span class="keyword">const</span> <span class="keyword">auto</span> start_time = <a class="code" href="namespacearmnn.xhtml#ac895f6f6897ce335b7b433201bae0b48">armnn::GetTimeNow</a>();</div><div class="line"><a name="l00614"></a><span class="lineno"> 614</span> </div><div class="line"><a name="l00615"></a><span class="lineno"> 615</span>  <a class="code" href="namespacearmnn.xhtml#a67a0db04d321a74b7e7fcfd3f1a3f70b">armnn::Status</a> ret = m_Runtime->EnqueueWorkload(m_NetworkIdentifier,</div><div class="line"><a name="l00616"></a><span class="lineno"> 616</span>  MakeInputTensors(inputContainers),</div><div class="line"><a name="l00617"></a><span class="lineno"> 617</span>  MakeOutputTensors(outputContainers));</div><div class="line"><a name="l00618"></a><span class="lineno"> 618</span>  <span class="keyword">const</span> <span class="keyword">auto</span> duration = <a class="code" href="namespacearmnn.xhtml#a441621f00fd5665898c81a5ae3473c6b">armnn::GetTimeDuration</a>(start_time);</div><div class="line"><a name="l00619"></a><span class="lineno"> 619</span> </div><div class="line"><a name="l00620"></a><span class="lineno"> 620</span>  <span class="comment">// if profiling is enabled print out the results</span></div><div class="line"><a name="l00621"></a><span class="lineno"> 621</span>  <span class="keywordflow">if</span> (profiler && profiler->IsProfilingEnabled())</div><div class="line"><a name="l00622"></a><span class="lineno"> 622</span>  {</div><div class="line"><a name="l00623"></a><span class="lineno"> 623</span>  profiler->Print(std::cout);</div><div class="line"><a name="l00624"></a><span class="lineno"> 624</span>  }</div><div class="line"><a name="l00625"></a><span class="lineno"> 625</span> </div><div class="line"><a name="l00626"></a><span class="lineno"> 626</span>  <span class="keywordflow">if</span> (ret == <a class="code" href="namespacearmnn.xhtml#a67a0db04d321a74b7e7fcfd3f1a3f70bae139a585510a502bbf1841cf589f5086">armnn::Status::Failure</a>)</div><div class="line"><a name="l00627"></a><span class="lineno"> 627</span>  {</div><div class="line"><a name="l00628"></a><span class="lineno"> 628</span>  <span class="keywordflow">throw</span> <a class="code" href="classarmnn_1_1_exception.xhtml">armnn::Exception</a>(<span class="stringliteral">"IRuntime::EnqueueWorkload failed"</span>);</div><div class="line"><a name="l00629"></a><span class="lineno"> 629</span>  }</div><div class="line"><a name="l00630"></a><span class="lineno"> 630</span>  <span class="keywordflow">else</span></div><div class="line"><a name="l00631"></a><span class="lineno"> 631</span>  {</div><div class="line"><a name="l00632"></a><span class="lineno"> 632</span>  <span class="keywordflow">return</span> duration;</div><div class="line"><a name="l00633"></a><span class="lineno"> 633</span>  }</div><div class="line"><a name="l00634"></a><span class="lineno"> 634</span>  }</div><div class="ttc" id="namespacearmnn_xhtml_a441621f00fd5665898c81a5ae3473c6b"><div class="ttname"><a href="namespacearmnn.xhtml#a441621f00fd5665898c81a5ae3473c6b">armnn::GetTimeDuration</a></div><div class="ttdeci">std::chrono::duration< double, std::milli > GetTimeDuration(std::chrono::high_resolution_clock::time_point start_time)</div><div class="ttdef"><b>Definition:</b> <a href="_timer_8hpp_source.xhtml#l00019">Timer.hpp:19</a></div></div> +<div class="ttc" id="namespacearmnn_xhtml_ac895f6f6897ce335b7b433201bae0b48"><div class="ttname"><a href="namespacearmnn.xhtml#ac895f6f6897ce335b7b433201bae0b48">armnn::GetTimeNow</a></div><div class="ttdeci">std::chrono::high_resolution_clock::time_point GetTimeNow()</div><div class="ttdef"><b>Definition:</b> <a href="_timer_8hpp_source.xhtml#l00014">Timer.hpp:14</a></div></div> +<div class="ttc" id="class_inference_model_xhtml_a8282dddf88e0deb3c414235e20a6cb2c"><div class="ttname"><a href="class_inference_model.xhtml#a8282dddf88e0deb3c414235e20a6cb2c">InferenceModel::GetOutputSize</a></div><div class="ttdeci">unsigned int GetOutputSize(unsigned int outputIndex=0u) const</div><div class="ttdef"><b>Definition:</b> <a href="_inference_model_8hpp_source.xhtml#l00582">InferenceModel.hpp:582</a></div></div> +<div class="ttc" id="namespacearmnn_xhtml_a67a0db04d321a74b7e7fcfd3f1a3f70b"><div class="ttname"><a href="namespacearmnn.xhtml#a67a0db04d321a74b7e7fcfd3f1a3f70b">armnn::Status</a></div><div class="ttdeci">Status</div><div class="ttdoc">enumeration </div><div class="ttdef"><b>Definition:</b> <a href="_types_8hpp_source.xhtml#l00029">Types.hpp:29</a></div></div> +<div class="ttc" id="namespacearmnn_xhtml_a67a0db04d321a74b7e7fcfd3f1a3f70bae139a585510a502bbf1841cf589f5086"><div class="ttname"><a href="namespacearmnn.xhtml#a67a0db04d321a74b7e7fcfd3f1a3f70bae139a585510a502bbf1841cf589f5086">armnn::Status::Failure</a></div></div> +<div class="ttc" id="classarmnn_1_1_exception_xhtml"><div class="ttname"><a href="classarmnn_1_1_exception.xhtml">armnn::Exception</a></div><div class="ttdoc">Base class for all ArmNN exceptions so that users can filter to just those. </div><div class="ttdef"><b>Definition:</b> <a href="_exceptions_8hpp_source.xhtml#l00046">Exceptions.hpp:46</a></div></div> +<div class="ttc" id="namespacearmnn_xhtml_a375ca3cff9f1b005d1412dc5f3cf5b6e"><div class="ttname"><a href="namespacearmnn.xhtml#a375ca3cff9f1b005d1412dc5f3cf5b6e">armnn::numeric_cast</a></div><div class="ttdeci">std::enable_if_t< std::is_unsigned< Source >::value &&std::is_unsigned< Dest >::value, Dest > numeric_cast(Source source)</div><div class="ttdef"><b>Definition:</b> <a href="_numeric_cast_8hpp_source.xhtml#l00035">NumericCast.hpp:35</a></div></div> +</div><!-- fragment --> +</div> +</div> +<a id="ab510347c552e6ff7fd6b702b688525b1"></a> +<h2 class="memtitle"><span class="permalink"><a href="#ab510347c552e6ff7fd6b702b688525b1">◆ </a></span>RunAsync() <span class="overload">[1/2]</span></h2> + +<div class="memitem"> +<div class="memproto"> +<table class="mlabels"> + <tr> + <td class="mlabels-left"> + <table class="memname"> + <tr> + <td class="memname">std::tuple<unsigned int, std::chrono::duration<double, std::milli> > RunAsync </td> + <td>(</td> + <td class="paramtype"><a class="el" href="classarmnn_1_1experimental_1_1_i_working_mem_handle.xhtml">armnn::experimental::IWorkingMemHandle</a> & </td> + <td class="paramname"><em>workingMemHandleRef</em>, </td> + </tr> + <tr> + <td class="paramkey"></td> + <td></td> + <td class="paramtype">const std::vector< <a class="el" href="namespacearmnn_utils.xhtml#ac7bd4ea667375c07718086368507ed44">armnnUtils::TContainer</a> > & </td> + <td class="paramname"><em>inputContainers</em>, </td> + </tr> + <tr> + <td class="paramkey"></td> + <td></td> + <td class="paramtype">std::vector< <a class="el" href="namespacearmnn_utils.xhtml#ac7bd4ea667375c07718086368507ed44">armnnUtils::TContainer</a> > & </td> + <td class="paramname"><em>outputContainers</em>, </td> + </tr> + <tr> + <td class="paramkey"></td> + <td></td> + <td class="paramtype">unsigned int </td> + <td class="paramname"><em>inferenceID</em> </td> + </tr> + <tr> + <td></td> + <td>)</td> + <td></td><td></td> + </tr> + </table> + </td> + <td class="mlabels-right"> +<span class="mlabels"><span class="mlabel">inline</span></span> </td> + </tr> +</table> +</div><div class="memdoc"> + +<p class="definition">Definition at line <a class="el" href="_inference_model_8hpp_source.xhtml#l00636">636</a> of file <a class="el" href="_inference_model_8hpp_source.xhtml">InferenceModel.hpp</a>.</p> + +<p class="reference">References <a class="el" href="namespacearmnn.xhtml#a67a0db04d321a74b7e7fcfd3f1a3f70bae139a585510a502bbf1841cf589f5086">armnn::Failure</a>, <a class="el" href="_timer_8hpp_source.xhtml#l00019">armnn::GetTimeDuration()</a>, <a class="el" href="_timer_8hpp_source.xhtml#l00014">armnn::GetTimeNow()</a>, <a class="el" href="_tf_lite_yolo_v3_big-_armnn_8cpp_source.xhtml#l00050">MakeInputTensors()</a>, <a class="el" href="_tf_lite_yolo_v3_big-_armnn_8cpp_source.xhtml#l00074">MakeOutputTensors()</a>, and <a class="el" href="_numeric_cast_8hpp_source.xhtml#l00035">armnn::numeric_cast()</a>.</p> + +<p class="reference">Referenced by <a class="el" href="_execute_network_8cpp_source.xhtml#l00377">MainImpl()</a>.</p> +<div class="fragment"><div class="line"><a name="l00641"></a><span class="lineno"> 641</span>  {</div><div class="line"><a name="l00642"></a><span class="lineno"> 642</span>  <span class="keywordflow">for</span> (<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> i = 0; i < outputContainers.size(); ++i)</div><div class="line"><a name="l00643"></a><span class="lineno"> 643</span>  {</div><div class="line"><a name="l00644"></a><span class="lineno"> 644</span>  <span class="keyword">const</span> <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> expectedOutputDataSize = <a class="code" href="class_inference_model.xhtml#a8282dddf88e0deb3c414235e20a6cb2c">GetOutputSize</a>(i);</div><div class="line"><a name="l00645"></a><span class="lineno"> 645</span> </div><div class="line"><a name="l00646"></a><span class="lineno"> 646</span>  mapbox::util::apply_visitor([expectedOutputDataSize, i](<span class="keyword">auto</span>&& value)</div><div class="line"><a name="l00647"></a><span class="lineno"> 647</span>  {</div><div class="line"><a name="l00648"></a><span class="lineno"> 648</span>  <span class="keyword">const</span> <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> actualOutputDataSize = <a class="code" href="namespacearmnn.xhtml#a375ca3cff9f1b005d1412dc5f3cf5b6e">armnn::numeric_cast</a><<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span>>(value.size());</div><div class="line"><a name="l00649"></a><span class="lineno"> 649</span>  <span class="keywordflow">if</span> (actualOutputDataSize < expectedOutputDataSize)</div><div class="line"><a name="l00650"></a><span class="lineno"> 650</span>  {</div><div class="line"><a name="l00651"></a><span class="lineno"> 651</span>  <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> outputIndex = i;</div><div class="line"><a name="l00652"></a><span class="lineno"> 652</span>  <span class="keywordflow">throw</span> <a class="code" href="classarmnn_1_1_exception.xhtml">armnn::Exception</a>(</div><div class="line"><a name="l00653"></a><span class="lineno"> 653</span>  fmt::format(<span class="stringliteral">"Not enough data for output #{0}: expected "</span></div><div class="line"><a name="l00654"></a><span class="lineno"> 654</span>  <span class="stringliteral">"{1} elements, got {2}"</span>, outputIndex, expectedOutputDataSize, actualOutputDataSize));</div><div class="line"><a name="l00655"></a><span class="lineno"> 655</span>  }</div><div class="line"><a name="l00656"></a><span class="lineno"> 656</span>  },</div><div class="line"><a name="l00657"></a><span class="lineno"> 657</span>  outputContainers[i]);</div><div class="line"><a name="l00658"></a><span class="lineno"> 658</span>  }</div><div class="line"><a name="l00659"></a><span class="lineno"> 659</span> </div><div class="line"><a name="l00660"></a><span class="lineno"> 660</span>  std::shared_ptr<armnn::IProfiler> profiler = m_Runtime->GetProfiler(m_NetworkIdentifier);</div><div class="line"><a name="l00661"></a><span class="lineno"> 661</span> </div><div class="line"><a name="l00662"></a><span class="lineno"> 662</span>  <span class="comment">// Start timer to record inference time in EnqueueWorkload (in milliseconds)</span></div><div class="line"><a name="l00663"></a><span class="lineno"> 663</span>  <span class="keyword">const</span> <span class="keyword">auto</span> start_time = <a class="code" href="namespacearmnn.xhtml#ac895f6f6897ce335b7b433201bae0b48">armnn::GetTimeNow</a>();</div><div class="line"><a name="l00664"></a><span class="lineno"> 664</span> </div><div class="line"><a name="l00665"></a><span class="lineno"> 665</span>  <a class="code" href="namespacearmnn.xhtml#a67a0db04d321a74b7e7fcfd3f1a3f70b">armnn::Status</a> ret = m_Runtime->Execute(workingMemHandleRef,</div><div class="line"><a name="l00666"></a><span class="lineno"> 666</span>  MakeInputTensors(inputContainers),</div><div class="line"><a name="l00667"></a><span class="lineno"> 667</span>  MakeOutputTensors(outputContainers));</div><div class="line"><a name="l00668"></a><span class="lineno"> 668</span> </div><div class="line"><a name="l00669"></a><span class="lineno"> 669</span>  <span class="keyword">const</span> <span class="keyword">auto</span> duration = <a class="code" href="namespacearmnn.xhtml#a441621f00fd5665898c81a5ae3473c6b">armnn::GetTimeDuration</a>(start_time);</div><div class="line"><a name="l00670"></a><span class="lineno"> 670</span> </div><div class="line"><a name="l00671"></a><span class="lineno"> 671</span>  <span class="comment">// if profiling is enabled print out the results</span></div><div class="line"><a name="l00672"></a><span class="lineno"> 672</span>  <span class="keywordflow">if</span> (profiler && profiler->IsProfilingEnabled())</div><div class="line"><a name="l00673"></a><span class="lineno"> 673</span>  {</div><div class="line"><a name="l00674"></a><span class="lineno"> 674</span>  profiler->Print(std::cout);</div><div class="line"><a name="l00675"></a><span class="lineno"> 675</span>  }</div><div class="line"><a name="l00676"></a><span class="lineno"> 676</span> </div><div class="line"><a name="l00677"></a><span class="lineno"> 677</span>  <span class="keywordflow">if</span> (ret == <a class="code" href="namespacearmnn.xhtml#a67a0db04d321a74b7e7fcfd3f1a3f70bae139a585510a502bbf1841cf589f5086">armnn::Status::Failure</a>)</div><div class="line"><a name="l00678"></a><span class="lineno"> 678</span>  {</div><div class="line"><a name="l00679"></a><span class="lineno"> 679</span>  <span class="keywordflow">throw</span> <a class="code" href="classarmnn_1_1_exception.xhtml">armnn::Exception</a>(</div><div class="line"><a name="l00680"></a><span class="lineno"> 680</span>  fmt::format(<span class="stringliteral">"IRuntime::Execute asynchronously failed for network #{0} on inference #{1}"</span>,</div><div class="line"><a name="l00681"></a><span class="lineno"> 681</span>  m_NetworkIdentifier, inferenceID));</div><div class="line"><a name="l00682"></a><span class="lineno"> 682</span>  }</div><div class="line"><a name="l00683"></a><span class="lineno"> 683</span>  <span class="keywordflow">else</span></div><div class="line"><a name="l00684"></a><span class="lineno"> 684</span>  {</div><div class="line"><a name="l00685"></a><span class="lineno"> 685</span>  <span class="keywordflow">return</span> std::make_tuple(inferenceID, duration);</div><div class="line"><a name="l00686"></a><span class="lineno"> 686</span>  }</div><div class="line"><a name="l00687"></a><span class="lineno"> 687</span>  }</div><div class="ttc" id="namespacearmnn_xhtml_a441621f00fd5665898c81a5ae3473c6b"><div class="ttname"><a href="namespacearmnn.xhtml#a441621f00fd5665898c81a5ae3473c6b">armnn::GetTimeDuration</a></div><div class="ttdeci">std::chrono::duration< double, std::milli > GetTimeDuration(std::chrono::high_resolution_clock::time_point start_time)</div><div class="ttdef"><b>Definition:</b> <a href="_timer_8hpp_source.xhtml#l00019">Timer.hpp:19</a></div></div> +<div class="ttc" id="namespacearmnn_xhtml_ac895f6f6897ce335b7b433201bae0b48"><div class="ttname"><a href="namespacearmnn.xhtml#ac895f6f6897ce335b7b433201bae0b48">armnn::GetTimeNow</a></div><div class="ttdeci">std::chrono::high_resolution_clock::time_point GetTimeNow()</div><div class="ttdef"><b>Definition:</b> <a href="_timer_8hpp_source.xhtml#l00014">Timer.hpp:14</a></div></div> +<div class="ttc" id="class_inference_model_xhtml_a8282dddf88e0deb3c414235e20a6cb2c"><div class="ttname"><a href="class_inference_model.xhtml#a8282dddf88e0deb3c414235e20a6cb2c">InferenceModel::GetOutputSize</a></div><div class="ttdeci">unsigned int GetOutputSize(unsigned int outputIndex=0u) const</div><div class="ttdef"><b>Definition:</b> <a href="_inference_model_8hpp_source.xhtml#l00582">InferenceModel.hpp:582</a></div></div> +<div class="ttc" id="namespacearmnn_xhtml_a67a0db04d321a74b7e7fcfd3f1a3f70b"><div class="ttname"><a href="namespacearmnn.xhtml#a67a0db04d321a74b7e7fcfd3f1a3f70b">armnn::Status</a></div><div class="ttdeci">Status</div><div class="ttdoc">enumeration </div><div class="ttdef"><b>Definition:</b> <a href="_types_8hpp_source.xhtml#l00029">Types.hpp:29</a></div></div> +<div class="ttc" id="namespacearmnn_xhtml_a67a0db04d321a74b7e7fcfd3f1a3f70bae139a585510a502bbf1841cf589f5086"><div class="ttname"><a href="namespacearmnn.xhtml#a67a0db04d321a74b7e7fcfd3f1a3f70bae139a585510a502bbf1841cf589f5086">armnn::Status::Failure</a></div></div> +<div class="ttc" id="classarmnn_1_1_exception_xhtml"><div class="ttname"><a href="classarmnn_1_1_exception.xhtml">armnn::Exception</a></div><div class="ttdoc">Base class for all ArmNN exceptions so that users can filter to just those. </div><div class="ttdef"><b>Definition:</b> <a href="_exceptions_8hpp_source.xhtml#l00046">Exceptions.hpp:46</a></div></div> +<div class="ttc" id="namespacearmnn_xhtml_a375ca3cff9f1b005d1412dc5f3cf5b6e"><div class="ttname"><a href="namespacearmnn.xhtml#a375ca3cff9f1b005d1412dc5f3cf5b6e">armnn::numeric_cast</a></div><div class="ttdeci">std::enable_if_t< std::is_unsigned< Source >::value &&std::is_unsigned< Dest >::value, Dest > numeric_cast(Source source)</div><div class="ttdef"><b>Definition:</b> <a href="_numeric_cast_8hpp_source.xhtml#l00035">NumericCast.hpp:35</a></div></div> +</div><!-- fragment --> +</div> +</div> +<a id="a43b9b072a5aad953e50500b71bcbbef7"></a> +<h2 class="memtitle"><span class="permalink"><a href="#a43b9b072a5aad953e50500b71bcbbef7">◆ </a></span>RunAsync() <span class="overload">[2/2]</span></h2> + +<div class="memitem"> +<div class="memproto"> +<table class="mlabels"> + <tr> + <td class="mlabels-left"> + <table class="memname"> + <tr> + <td class="memname">void RunAsync </td> + <td>(</td> + <td class="paramtype">const std::vector< <a class="el" href="namespacearmnn_utils.xhtml#ac7bd4ea667375c07718086368507ed44">armnnUtils::TContainer</a> > & </td> + <td class="paramname"><em>inputContainers</em>, </td> + </tr> + <tr> + <td class="paramkey"></td> + <td></td> + <td class="paramtype">std::vector< <a class="el" href="namespacearmnn_utils.xhtml#ac7bd4ea667375c07718086368507ed44">armnnUtils::TContainer</a> > & </td> + <td class="paramname"><em>outputContainers</em>, </td> + </tr> + <tr> + <td class="paramkey"></td> + <td></td> + <td class="paramtype">std::shared_ptr< <a class="el" href="classarmnn_1_1experimental_1_1_i_async_execution_callback.xhtml">armnn::IAsyncExecutionCallback</a> > </td> + <td class="paramname"><em>cb</em> </td> + </tr> + <tr> + <td></td> + <td>)</td> + <td></td><td></td> + </tr> + </table> + </td> + <td class="mlabels-right"> +<span class="mlabels"><span class="mlabel">inline</span></span> </td> + </tr> +</table> +</div><div class="memdoc"> + +<p class="definition">Definition at line <a class="el" href="_inference_model_8hpp_source.xhtml#l00689">689</a> of file <a class="el" href="_inference_model_8hpp_source.xhtml">InferenceModel.hpp</a>.</p> + +<p class="reference">References <a class="el" href="_tf_lite_yolo_v3_big-_armnn_8cpp_source.xhtml#l00050">MakeInputTensors()</a>, <a class="el" href="_tf_lite_yolo_v3_big-_armnn_8cpp_source.xhtml#l00074">MakeOutputTensors()</a>, <a class="el" href="namespacearmnn.xhtml#a8e72227ebe5ac505cf44790f2e6eb488a87f8a6ab85c9ced3702b4ea641ad4bb5">armnn::Medium</a>, and <a class="el" href="_numeric_cast_8hpp_source.xhtml#l00035">armnn::numeric_cast()</a>.</p> +<div class="fragment"><div class="line"><a name="l00692"></a><span class="lineno"> 692</span>  {</div><div class="line"><a name="l00693"></a><span class="lineno"> 693</span>  <span class="keywordflow">for</span> (<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> i = 0; i < outputContainers.size(); ++i)</div><div class="line"><a name="l00694"></a><span class="lineno"> 694</span>  {</div><div class="line"><a name="l00695"></a><span class="lineno"> 695</span>  <span class="keyword">const</span> <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> expectedOutputDataSize = <a class="code" href="class_inference_model.xhtml#a8282dddf88e0deb3c414235e20a6cb2c">GetOutputSize</a>(i);</div><div class="line"><a name="l00696"></a><span class="lineno"> 696</span> </div><div class="line"><a name="l00697"></a><span class="lineno"> 697</span>  mapbox::util::apply_visitor([expectedOutputDataSize, i](<span class="keyword">auto</span>&& value)</div><div class="line"><a name="l00698"></a><span class="lineno"> 698</span>  {</div><div class="line"><a name="l00699"></a><span class="lineno"> 699</span>  <span class="keyword">const</span> <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> actualOutputDataSize = <a class="code" href="namespacearmnn.xhtml#a375ca3cff9f1b005d1412dc5f3cf5b6e">armnn::numeric_cast</a><<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span>>(value.size());</div><div class="line"><a name="l00700"></a><span class="lineno"> 700</span>  <span class="keywordflow">if</span> (actualOutputDataSize < expectedOutputDataSize)</div><div class="line"><a name="l00701"></a><span class="lineno"> 701</span>  {</div><div class="line"><a name="l00702"></a><span class="lineno"> 702</span>  <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> outputIndex = i;</div><div class="line"><a name="l00703"></a><span class="lineno"> 703</span>  <span class="keywordflow">throw</span> <a class="code" href="classarmnn_1_1_exception.xhtml">armnn::Exception</a>(</div><div class="line"><a name="l00704"></a><span class="lineno"> 704</span>  fmt::format(<span class="stringliteral">"Not enough data for output #{0}: expected "</span></div><div class="line"><a name="l00705"></a><span class="lineno"> 705</span>  <span class="stringliteral">"{1} elements, got {2}"</span>, outputIndex, expectedOutputDataSize, actualOutputDataSize));</div><div class="line"><a name="l00706"></a><span class="lineno"> 706</span>  }</div><div class="line"><a name="l00707"></a><span class="lineno"> 707</span>  },</div><div class="line"><a name="l00708"></a><span class="lineno"> 708</span>  outputContainers[i]);</div><div class="line"><a name="l00709"></a><span class="lineno"> 709</span>  }</div><div class="line"><a name="l00710"></a><span class="lineno"> 710</span> </div><div class="line"><a name="l00711"></a><span class="lineno"> 711</span>  std::shared_ptr<armnn::IProfiler> profiler = m_Runtime->GetProfiler(m_NetworkIdentifier);</div><div class="line"><a name="l00712"></a><span class="lineno"> 712</span> </div><div class="line"><a name="l00713"></a><span class="lineno"> 713</span>  m_Threadpool->Schedule(m_NetworkIdentifier,</div><div class="line"><a name="l00714"></a><span class="lineno"> 714</span>  MakeInputTensors(inputContainers),</div><div class="line"><a name="l00715"></a><span class="lineno"> 715</span>  MakeOutputTensors(outputContainers),</div><div class="line"><a name="l00716"></a><span class="lineno"> 716</span>  <a class="code" href="namespacearmnn.xhtml#a8e72227ebe5ac505cf44790f2e6eb488a87f8a6ab85c9ced3702b4ea641ad4bb5">armnn::QosExecPriority::Medium</a>,</div><div class="line"><a name="l00717"></a><span class="lineno"> 717</span>  cb);</div><div class="line"><a name="l00718"></a><span class="lineno"> 718</span> </div><div class="line"><a name="l00719"></a><span class="lineno"> 719</span>  <span class="comment">// if profiling is enabled print out the results</span></div><div class="line"><a name="l00720"></a><span class="lineno"> 720</span>  <span class="keywordflow">if</span> (profiler && profiler->IsProfilingEnabled())</div><div class="line"><a name="l00721"></a><span class="lineno"> 721</span>  {</div><div class="line"><a name="l00722"></a><span class="lineno"> 722</span>  profiler->Print(std::cout);</div><div class="line"><a name="l00723"></a><span class="lineno"> 723</span>  }</div><div class="line"><a name="l00724"></a><span class="lineno"> 724</span>  }</div><div class="ttc" id="class_inference_model_xhtml_a8282dddf88e0deb3c414235e20a6cb2c"><div class="ttname"><a href="class_inference_model.xhtml#a8282dddf88e0deb3c414235e20a6cb2c">InferenceModel::GetOutputSize</a></div><div class="ttdeci">unsigned int GetOutputSize(unsigned int outputIndex=0u) const</div><div class="ttdef"><b>Definition:</b> <a href="_inference_model_8hpp_source.xhtml#l00582">InferenceModel.hpp:582</a></div></div> +<div class="ttc" id="classarmnn_1_1_exception_xhtml"><div class="ttname"><a href="classarmnn_1_1_exception.xhtml">armnn::Exception</a></div><div class="ttdoc">Base class for all ArmNN exceptions so that users can filter to just those. </div><div class="ttdef"><b>Definition:</b> <a href="_exceptions_8hpp_source.xhtml#l00046">Exceptions.hpp:46</a></div></div> +<div class="ttc" id="namespacearmnn_xhtml_a375ca3cff9f1b005d1412dc5f3cf5b6e"><div class="ttname"><a href="namespacearmnn.xhtml#a375ca3cff9f1b005d1412dc5f3cf5b6e">armnn::numeric_cast</a></div><div class="ttdeci">std::enable_if_t< std::is_unsigned< Source >::value &&std::is_unsigned< Dest >::value, Dest > numeric_cast(Source source)</div><div class="ttdef"><b>Definition:</b> <a href="_numeric_cast_8hpp_source.xhtml#l00035">NumericCast.hpp:35</a></div></div> +<div class="ttc" id="namespacearmnn_xhtml_a8e72227ebe5ac505cf44790f2e6eb488a87f8a6ab85c9ced3702b4ea641ad4bb5"><div class="ttname"><a href="namespacearmnn.xhtml#a8e72227ebe5ac505cf44790f2e6eb488a87f8a6ab85c9ced3702b4ea641ad4bb5">armnn::QosExecPriority::Medium</a></div></div> +</div><!-- fragment --> +</div> +</div> +<hr/>The documentation for this class was generated from the following file:<ul> +<li>tests/<a class="el" href="_inference_model_8hpp_source.xhtml">InferenceModel.hpp</a></li> +</ul> +</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="class_inference_model.xhtml">InferenceModel</a></li> + <li class="footer">Generated on Wed Mar 9 2022 12:01:12 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> |