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diff --git a/20.02/class_inference_model.xhtml b/20.02/class_inference_model.xhtml new file mode 100644 index 0000000000..3c3e2481e9 --- /dev/null +++ b/20.02/class_inference_model.xhtml @@ -0,0 +1,760 @@ +<!-- 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" 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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> +<tr class="memitem:a9eb69ebdaf4ceb8014e7c8a540266100"><td class="memItemLeft" align="right" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="class_inference_model.xhtml#a9eb69ebdaf4ceb8014e7c8a540266100">TContainer</a> = boost::variant< std::vector< float >, std::vector< int >, std::vector< unsigned char > ></td></tr> +<tr class="separator:a9eb69ebdaf4ceb8014e7c8a540266100"><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:a7af4f6c4d5f8720a6ea093a825722227"><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#a7af4f6c4d5f8720a6ea093a825722227">Run</a> (const std::vector< <a class="el" href="class_inference_model.xhtml#a9eb69ebdaf4ceb8014e7c8a540266100">TContainer</a> > &inputContainers, std::vector< <a class="el" href="class_inference_model.xhtml#a9eb69ebdaf4ceb8014e7c8a540266100">TContainer</a> > &outputContainers)</td></tr> +<tr class="separator:a7af4f6c4d5f8720a6ea093a825722227"><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> +</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:afdd8d34e58b7a2dbf29e30d228c475a3"><td class="memItemLeft" align="right" valign="top">static void </td><td class="memItemRight" valign="bottom"><a class="el" href="class_inference_model.xhtml#afdd8d34e58b7a2dbf29e30d228c475a3">AddCommandLineOptions</a> (boost::program_options::options_description &desc, <a class="el" href="struct_inference_model_1_1_command_line_options.xhtml">CommandLineOptions</a> &<a class="el" href="_file_only_profiling_decorator_tests_8cpp.xhtml#a6560146509197f3e197d8d36f76c1347">options</a>)</td></tr> +<tr class="separator:afdd8d34e58b7a2dbf29e30d228c475a3"><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#l00316">316</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#l00319">319</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#l00320">320</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#l00321">321</a> of file <a class="el" href="_inference_model_8hpp_source.xhtml">InferenceModel.hpp</a>.</p> + +</div> +</div> +<a id="a9eb69ebdaf4ceb8014e7c8a540266100"></a> +<h2 class="memtitle"><span class="permalink"><a href="#a9eb69ebdaf4ceb8014e7c8a540266100">◆ </a></span>TContainer</h2> + +<div class="memitem"> +<div class="memproto"> + <table class="memname"> + <tr> + <td class="memname">using <a class="el" href="class_inference_model.xhtml#a9eb69ebdaf4ceb8014e7c8a540266100">TContainer</a> = boost::variant<std::vector<float>, std::vector<int>, std::vector<unsigned char> ></td> + </tr> + </table> +</div><div class="memdoc"> + +<p class="definition">Definition at line <a class="el" href="_inference_model_8hpp_source.xhtml#l00322">322</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#l00371">371</a> of file <a class="el" href="_inference_model_8hpp_source.xhtml">InferenceModel.hpp</a>.</p> + +<p class="reference">References <a class="el" href="_heap_profiling_8hpp_source.xhtml#l00045">ARMNN_SCOPED_HEAP_PROFILING</a>, <a class="el" href="_runtime_8cpp_source.xhtml#l00032">IRuntime::Create()</a>, <a class="el" href="_inference_model_8hpp_source.xhtml#l00116">CreateNetworkImpl< IParser >::Create()</a>, <a class="el" href="namespacearmnn.xhtml#a67a0db04d321a74b7e7fcfd3f1a3f70bae139a585510a502bbf1841cf589f5086">armnn::Failure</a>, <a class="el" href="_inference_model_8hpp_source.xhtml#l00088">Params::m_ComputeDevices</a>, <a class="el" href="_i_network_8hpp_source.xhtml#l00598">OptimizerOptions::m_Debug</a>, <a class="el" href="_i_runtime_8hpp_source.xhtml#l00058">IRuntime::CreationOptions::m_DynamicBackendsPath</a>, <a class="el" href="_inference_model_8hpp_source.xhtml#l00089">Params::m_DynamicBackendsPath</a>, <a class="el" href="_inference_model_8hpp_source.xhtml#l00093">Params::m_EnableFp16TurboMode</a>, <a class="el" href="_i_runtime_8hpp_source.xhtml#l00054">IRuntime::CreationOptions::m_EnableGpuProfiling</a>, <a class="el" href="_file_only_profiling_decorator_tests_8cpp_source.xhtml#l00046">m_EnableProfiling</a>, <a class="el" href="_inference_model_8hpp_source.xhtml#l00085">Params::m_InputBindings</a>, <a class="el" href="_inference_model_8hpp_source.xhtml#l00084">Params::m_ModelPath</a>, <a class="el" href="_inference_model_8hpp_source.xhtml#l00087">Params::m_OutputBindings</a>, <a class="el" href="_inference_model_8hpp_source.xhtml#l00094">Params::m_PrintIntermediateLayers</a>, <a class="el" href="_i_network_8hpp_source.xhtml#l00595">OptimizerOptions::m_ReduceFp32ToFp16</a>, <a class="el" href="_inference_model_8hpp_source.xhtml#l00092">Params::m_VisualizePostOptimizationModel</a>, <a class="el" href="_network_8cpp_source.xhtml#l00890">armnn::Optimize()</a>, and <a class="el" href="_file_only_profiling_decorator_tests_8cpp_source.xhtml#l00045">options</a>.</p> +<div class="fragment"><div class="line"><a name="l00375"></a><span class="lineno"> 375</span>  : <a class="code" href="_file_only_profiling_decorator_tests_8cpp.xhtml#affc4c5e8c0f3e0fac268deec9b481941">m_EnableProfiling</a>(enableProfiling)</div><div class="line"><a name="l00376"></a><span class="lineno"> 376</span>  , m_DynamicBackendsPath(dynamicBackendsPath)</div><div class="line"><a name="l00377"></a><span class="lineno"> 377</span>  {</div><div class="line"><a name="l00378"></a><span class="lineno"> 378</span>  <span class="keywordflow">if</span> (runtime)</div><div class="line"><a name="l00379"></a><span class="lineno"> 379</span>  {</div><div class="line"><a name="l00380"></a><span class="lineno"> 380</span>  m_Runtime = runtime;</div><div class="line"><a name="l00381"></a><span class="lineno"> 381</span>  }</div><div class="line"><a name="l00382"></a><span class="lineno"> 382</span>  <span class="keywordflow">else</span></div><div class="line"><a name="l00383"></a><span class="lineno"> 383</span>  {</div><div class="line"><a name="l00384"></a><span class="lineno"> 384</span>  <a class="code" href="structarmnn_1_1_i_runtime_1_1_creation_options.xhtml">armnn::IRuntime::CreationOptions</a> <a class="code" href="_file_only_profiling_decorator_tests_8cpp.xhtml#a6560146509197f3e197d8d36f76c1347">options</a>;</div><div class="line"><a name="l00385"></a><span class="lineno"> 385</span>  options.<a class="code" href="structarmnn_1_1_i_runtime_1_1_creation_options.xhtml#a2fe8c3eadf4f4f9c0c664a24a2a298f9">m_EnableGpuProfiling</a> = <a class="code" href="_file_only_profiling_decorator_tests_8cpp.xhtml#affc4c5e8c0f3e0fac268deec9b481941">m_EnableProfiling</a>;</div><div class="line"><a name="l00386"></a><span class="lineno"> 386</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="l00387"></a><span class="lineno"> 387</span>  m_Runtime = std::move(<a class="code" href="classarmnn_1_1_i_runtime.xhtml#ad44ecd3700748dc30dc4bbe34ba5bde7">armnn::IRuntime::Create</a>(options));</div><div class="line"><a name="l00388"></a><span class="lineno"> 388</span>  }</div><div class="line"><a name="l00389"></a><span class="lineno"> 389</span> </div><div class="line"><a name="l00390"></a><span class="lineno"> 390</span>  std::string invalidBackends;</div><div class="line"><a name="l00391"></a><span class="lineno"> 391</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="l00392"></a><span class="lineno"> 392</span>  {</div><div class="line"><a name="l00393"></a><span class="lineno"> 393</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="l00394"></a><span class="lineno"> 394</span>  }</div><div class="line"><a name="l00395"></a><span class="lineno"> 395</span> </div><div class="line"><a name="l00396"></a><span class="lineno"> 396</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="l00397"></a><span class="lineno"> 397</span> </div><div class="line"><a name="l00398"></a><span class="lineno"> 398</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="l00399"></a><span class="lineno"> 399</span>  {</div><div class="line"><a name="l00400"></a><span class="lineno"> 400</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="l00401"></a><span class="lineno"> 401</span> </div><div class="line"><a name="l00402"></a><span class="lineno"> 402</span>  <a class="code" href="structarmnn_1_1_optimizer_options.xhtml">armnn::OptimizerOptions</a> <a class="code" href="_file_only_profiling_decorator_tests_8cpp.xhtml#a6560146509197f3e197d8d36f76c1347">options</a>;</div><div class="line"><a name="l00403"></a><span class="lineno"> 403</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="l00404"></a><span class="lineno"> 404</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="l00405"></a><span class="lineno"> 405</span> </div><div class="line"><a name="l00406"></a><span class="lineno"> 406</span>  optNet = <a class="code" href="namespacearmnn.xhtml#a82e98ef05fd67036d1195ba17174d685">armnn::Optimize</a>(*network, params.m_ComputeDevices, m_Runtime->GetDeviceSpec(), <a class="code" href="_file_only_profiling_decorator_tests_8cpp.xhtml#a6560146509197f3e197d8d36f76c1347">options</a>);</div><div class="line"><a name="l00407"></a><span class="lineno"> 407</span>  <span class="keywordflow">if</span> (!optNet)</div><div class="line"><a name="l00408"></a><span class="lineno"> 408</span>  {</div><div class="line"><a name="l00409"></a><span class="lineno"> 409</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="l00410"></a><span class="lineno"> 410</span>  }</div><div class="line"><a name="l00411"></a><span class="lineno"> 411</span>  }</div><div class="line"><a name="l00412"></a><span class="lineno"> 412</span> </div><div class="line"><a name="l00413"></a><span class="lineno"> 413</span>  <span class="keywordflow">if</span> (params.m_VisualizePostOptimizationModel)</div><div class="line"><a name="l00414"></a><span class="lineno"> 414</span>  {</div><div class="line"><a name="l00415"></a><span class="lineno"> 415</span>  boost::filesystem::path filename = params.m_ModelPath;</div><div class="line"><a name="l00416"></a><span class="lineno"> 416</span>  filename.replace_extension(<span class="stringliteral">"dot"</span>);</div><div class="line"><a name="l00417"></a><span class="lineno"> 417</span>  std::fstream file(filename.c_str(), std::ios_base::out);</div><div class="line"><a name="l00418"></a><span class="lineno"> 418</span>  optNet->SerializeToDot(file);</div><div class="line"><a name="l00419"></a><span class="lineno"> 419</span>  }</div><div class="line"><a name="l00420"></a><span class="lineno"> 420</span> </div><div class="line"><a name="l00421"></a><span class="lineno"> 421</span>  <a class="code" href="namespacearmnn.xhtml#a67a0db04d321a74b7e7fcfd3f1a3f70b">armnn::Status</a> ret;</div><div class="line"><a name="l00422"></a><span class="lineno"> 422</span>  {</div><div class="line"><a name="l00423"></a><span class="lineno"> 423</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="l00424"></a><span class="lineno"> 424</span>  ret = m_Runtime->LoadNetwork(m_NetworkIdentifier, std::move(optNet));</div><div class="line"><a name="l00425"></a><span class="lineno"> 425</span>  }</div><div class="line"><a name="l00426"></a><span class="lineno"> 426</span> </div><div class="line"><a name="l00427"></a><span class="lineno"> 427</span>  <span class="keywordflow">if</span> (ret == <a class="code" href="namespacearmnn.xhtml#a67a0db04d321a74b7e7fcfd3f1a3f70bae139a585510a502bbf1841cf589f5086">armnn::Status::Failure</a>)</div><div class="line"><a name="l00428"></a><span class="lineno"> 428</span>  {</div><div class="line"><a name="l00429"></a><span class="lineno"> 429</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="l00430"></a><span class="lineno"> 430</span>  }</div><div class="line"><a name="l00431"></a><span class="lineno"> 431</span>  }</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#l00032">Runtime.cpp:32</a></div></div> +<div class="ttc" id="_file_only_profiling_decorator_tests_8cpp_xhtml_affc4c5e8c0f3e0fac268deec9b481941"><div class="ttname"><a href="_file_only_profiling_decorator_tests_8cpp.xhtml#affc4c5e8c0f3e0fac268deec9b481941">m_EnableProfiling</a></div><div class="ttdeci">options m_EnableProfiling</div><div class="ttdef"><b>Definition:</b> <a href="_file_only_profiling_decorator_tests_8cpp_source.xhtml#l00046">FileOnlyProfilingDecoratorTests.cpp:46</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="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="ttdef"><b>Definition:</b> <a href="_i_network_8hpp_source.xhtml#l00595">INetwork.hpp:595</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#l00598">INetwork.hpp:598</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#l00890">Network.cpp:890</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#l00568">INetwork.hpp:568</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_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#l00026">Types.hpp:26</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#l00566">INetwork.hpp:566</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="ttdef"><b>Definition:</b> <a href="_i_network_8hpp_source.xhtml#l00582">INetwork.hpp:582</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#l00041">IRuntime.hpp:41</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#l00058">IRuntime.hpp:58</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#l00054">IRuntime.hpp:54</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#l00116">InferenceModel.hpp:116</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_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#l00101">INetwork.hpp:101</a></div></div> +<div class="ttc" id="_file_only_profiling_decorator_tests_8cpp_xhtml_a6560146509197f3e197d8d36f76c1347"><div class="ttname"><a href="_file_only_profiling_decorator_tests_8cpp.xhtml#a6560146509197f3e197d8d36f76c1347">options</a></div><div class="ttdeci">armnn::Runtime::CreationOptions::ExternalProfilingOptions options</div><div class="ttdef"><b>Definition:</b> <a href="_file_only_profiling_decorator_tests_8cpp_source.xhtml#l00045">FileOnlyProfilingDecoratorTests.cpp:45</a></div></div> +</div><!-- fragment --> +</div> +</div> +<h2 class="groupheader">Member Function Documentation</h2> +<a id="afdd8d34e58b7a2dbf29e30d228c475a3"></a> +<h2 class="memtitle"><span class="permalink"><a href="#afdd8d34e58b7a2dbf29e30d228c475a3">◆ </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">boost::program_options::options_description & </td> + <td class="paramname"><em>desc</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>options</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#l00341">341</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#l00076">BackendRegistry::GetBackendIdsAsString()</a>, <a class="el" href="_inference_model_8hpp_source.xhtml#l00327">InferenceModel< IParser, TDataType >::CommandLineOptions::m_ComputeDevices</a>, <a class="el" href="_inference_model_8hpp_source.xhtml#l00328">InferenceModel< IParser, TDataType >::CommandLineOptions::m_DynamicBackendsPath</a>, <a class="el" href="_inference_model_8hpp_source.xhtml#l00330">InferenceModel< IParser, TDataType >::CommandLineOptions::m_EnableFp16TurboMode</a>, <a class="el" href="_inference_model_8hpp_source.xhtml#l00331">InferenceModel< IParser, TDataType >::CommandLineOptions::m_Labels</a>, <a class="el" href="_inference_model_8hpp_source.xhtml#l00326">InferenceModel< IParser, TDataType >::CommandLineOptions::m_ModelDir</a>, and <a class="el" href="_inference_model_8hpp_source.xhtml#l00329">InferenceModel< IParser, TDataType >::CommandLineOptions::m_VisualizePostOptimizationModel</a>.</p> + +<p class="reference">Referenced by <a class="el" href="_inference_test_8inl_source.xhtml#l00185">ClassifierTestCaseProvider< TDatabase, InferenceModel >::AddCommandLineOptions()</a>.</p> +<div class="fragment"><div class="line"><a name="l00342"></a><span class="lineno"> 342</span>  {</div><div class="line"><a name="l00343"></a><span class="lineno"> 343</span>  <span class="keyword">namespace </span>po = boost::program_options;</div><div class="line"><a name="l00344"></a><span class="lineno"> 344</span> </div><div class="line"><a name="l00345"></a><span class="lineno"> 345</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="l00346"></a><span class="lineno"> 346</span> </div><div class="line"><a name="l00347"></a><span class="lineno"> 347</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="l00348"></a><span class="lineno"> 348</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="l00349"></a><span class="lineno"> 349</span> </div><div class="line"><a name="l00350"></a><span class="lineno"> 350</span>  desc.add_options()</div><div class="line"><a name="l00351"></a><span class="lineno"> 351</span>  (<span class="stringliteral">"model-dir,m"</span>, po::value<std::string>(&<a class="code" href="_file_only_profiling_decorator_tests_8cpp.xhtml#a6560146509197f3e197d8d36f76c1347">options</a>.m_ModelDir)->required(),</div><div class="line"><a name="l00352"></a><span class="lineno"> 352</span>  <span class="stringliteral">"Path to directory containing model files (.caffemodel/.prototxt/.tflite)"</span>)</div><div class="line"><a name="l00353"></a><span class="lineno"> 353</span>  (<span class="stringliteral">"compute,c"</span>, po::value<std::vector<std::string>>(&<a class="code" href="_file_only_profiling_decorator_tests_8cpp.xhtml#a6560146509197f3e197d8d36f76c1347">options</a>.m_ComputeDevices)-></div><div class="line"><a name="l00354"></a><span class="lineno"> 354</span>  default_value(defaultComputes, boost::algorithm::join(defaultComputes, <span class="stringliteral">", "</span>))-></div><div class="line"><a name="l00355"></a><span class="lineno"> 355</span>  multitoken(), backendsMessage.c_str())</div><div class="line"><a name="l00356"></a><span class="lineno"> 356</span>  (<span class="stringliteral">"dynamic-backends-path,b"</span>, po::value(&<a class="code" href="_file_only_profiling_decorator_tests_8cpp.xhtml#a6560146509197f3e197d8d36f76c1347">options</a>.m_DynamicBackendsPath),</div><div class="line"><a name="l00357"></a><span class="lineno"> 357</span>  <span class="stringliteral">"Path where to load any available dynamic backend from. "</span></div><div class="line"><a name="l00358"></a><span class="lineno"> 358</span>  <span class="stringliteral">"If left empty (the default), dynamic backends will not be used."</span>)</div><div class="line"><a name="l00359"></a><span class="lineno"> 359</span>  (<span class="stringliteral">"labels,l"</span>, po::value<std::string>(&<a class="code" href="_file_only_profiling_decorator_tests_8cpp.xhtml#a6560146509197f3e197d8d36f76c1347">options</a>.m_Labels),</div><div class="line"><a name="l00360"></a><span class="lineno"> 360</span>  <span class="stringliteral">"Text file containing one image filename - correct label pair per line, "</span></div><div class="line"><a name="l00361"></a><span class="lineno"> 361</span>  <span class="stringliteral">"used to test the accuracy of the network."</span>)</div><div class="line"><a name="l00362"></a><span class="lineno"> 362</span>  (<span class="stringliteral">"visualize-optimized-model,v"</span>,</div><div class="line"><a name="l00363"></a><span class="lineno"> 363</span>  po::value<bool>(&<a class="code" href="_file_only_profiling_decorator_tests_8cpp.xhtml#a6560146509197f3e197d8d36f76c1347">options</a>.m_VisualizePostOptimizationModel)->default_value(<span class="keyword">false</span>),</div><div class="line"><a name="l00364"></a><span class="lineno"> 364</span>  <span class="stringliteral">"Produce a dot file useful for visualizing the graph post optimization."</span></div><div class="line"><a name="l00365"></a><span class="lineno"> 365</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="l00366"></a><span class="lineno"> 366</span>  (<span class="stringliteral">"fp16-turbo-mode"</span>, po::value<bool>(&<a class="code" href="_file_only_profiling_decorator_tests_8cpp.xhtml#a6560146509197f3e197d8d36f76c1347">options</a>.m_EnableFp16TurboMode)->default_value(<span class="keyword">false</span>),</div><div class="line"><a name="l00367"></a><span class="lineno"> 367</span>  <span class="stringliteral">"If this option is enabled FP32 layers, weights and biases will be converted "</span></div><div class="line"><a name="l00368"></a><span class="lineno"> 368</span>  <span class="stringliteral">"to FP16 where the backend supports it."</span>);</div><div class="line"><a name="l00369"></a><span class="lineno"> 369</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#l00076">BackendRegistry.cpp:76</a></div></div> +<div class="ttc" id="_file_only_profiling_decorator_tests_8cpp_xhtml_a6560146509197f3e197d8d36f76c1347"><div class="ttname"><a href="_file_only_profiling_decorator_tests_8cpp.xhtml#a6560146509197f3e197d8d36f76c1347">options</a></div><div class="ttdeci">armnn::Runtime::CreationOptions::ExternalProfilingOptions options</div><div class="ttdef"><b>Definition:</b> <a href="_file_only_profiling_decorator_tests_8cpp_source.xhtml#l00045">FileOnlyProfilingDecoratorTests.cpp:45</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#l00433">433</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#l00085">Params::m_InputBindings</a>.</p> +<div class="fragment"><div class="line"><a name="l00434"></a><span class="lineno"> 434</span>  {</div><div class="line"><a name="l00435"></a><span class="lineno"> 435</span>  <span class="keywordflow">if</span> (m_InputBindings.size() < inputIndex + 1)</div><div class="line"><a name="l00436"></a><span class="lineno"> 436</span>  {</div><div class="line"><a name="l00437"></a><span class="lineno"> 437</span>  <span class="keywordflow">throw</span> <a class="code" href="classarmnn_1_1_exception.xhtml">armnn::Exception</a>(boost::str(boost::format(<span class="stringliteral">"Input index out of range: %1%"</span>) % inputIndex));</div><div class="line"><a name="l00438"></a><span class="lineno"> 438</span>  }</div><div class="line"><a name="l00439"></a><span class="lineno"> 439</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#l00441">441</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#l00087">Params::m_OutputBindings</a>.</p> +<div class="fragment"><div class="line"><a name="l00442"></a><span class="lineno"> 442</span>  {</div><div class="line"><a name="l00443"></a><span class="lineno"> 443</span>  <span class="keywordflow">if</span> (m_OutputBindings.size() < outputIndex + 1)</div><div class="line"><a name="l00444"></a><span class="lineno"> 444</span>  {</div><div class="line"><a name="l00445"></a><span class="lineno"> 445</span>  <span class="keywordflow">throw</span> <a class="code" href="classarmnn_1_1_exception.xhtml">armnn::Exception</a>(boost::str(boost::format(<span class="stringliteral">"Output index out of range: %1%"</span>) % outputIndex));</div><div class="line"><a name="l00446"></a><span class="lineno"> 446</span>  }</div><div class="line"><a name="l00447"></a><span class="lineno"> 447</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="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#l00550">550</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#l00089">Params::m_DynamicBackendsPath</a>, <a class="el" href="_file_only_profiling_decorator_tests_8cpp_source.xhtml#l00046">m_EnableProfiling</a>, <a class="el" href="_inference_model_8hpp_source.xhtml#l00085">Params::m_InputBindings</a>, <a class="el" href="_inference_model_8hpp_source.xhtml#l00087">Params::m_OutputBindings</a>, <a class="el" href="_tensor_i_o_utils_8hpp_source.xhtml#l00017">armnnUtils::MakeInputTensors()</a>, and <a class="el" href="_tensor_i_o_utils_8hpp_source.xhtml#l00056">armnnUtils::MakeOutputTensors()</a>.</p> +<div class="fragment"><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>  std::vector<QuantizationParams> quantizationParams;</div><div class="line"><a name="l00553"></a><span class="lineno"> 553</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="l00554"></a><span class="lineno"> 554</span>  {</div><div class="line"><a name="l00555"></a><span class="lineno"> 555</span>  quantizationParams.push_back(<a class="code" href="class_inference_model.xhtml#a1a09727b3f781272e702516fffb7d97f">GetQuantizationParams</a>(i));</div><div class="line"><a name="l00556"></a><span class="lineno"> 556</span>  }</div><div class="line"><a name="l00557"></a><span class="lineno"> 557</span>  <span class="keywordflow">return</span> quantizationParams;</div><div class="line"><a name="l00558"></a><span class="lineno"> 558</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#l00536">InferenceModel.hpp:536</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#l00514">514</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#l00085">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="l00515"></a><span class="lineno"> 515</span>  {</div><div class="line"><a name="l00516"></a><span class="lineno"> 516</span>  <a class="code" href="class_inference_model.xhtml#a262185c43532d5728c4bd7890f3b2235">CheckInputIndexIsValid</a>(inputIndex);</div><div class="line"><a name="l00517"></a><span class="lineno"> 517</span>  <span class="keywordflow">return</span> m_InputBindings[inputIndex];</div><div class="line"><a name="l00518"></a><span class="lineno"> 518</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#l00433">InferenceModel.hpp:433</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#l00520">520</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#l00085">Params::m_InputBindings</a>.</p> +<div class="fragment"><div class="line"><a name="l00521"></a><span class="lineno"> 521</span>  {</div><div class="line"><a name="l00522"></a><span class="lineno"> 522</span>  <span class="keywordflow">return</span> m_InputBindings;</div><div class="line"><a name="l00523"></a><span class="lineno"> 523</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#l00543">543</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#l00085">Params::m_InputBindings</a>.</p> + +<p class="reference">Referenced by <a class="el" href="_network_execution_utils_8hpp_source.xhtml#l00391">MainImpl()</a>.</p> +<div class="fragment"><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>  <a class="code" href="class_inference_model.xhtml#a262185c43532d5728c4bd7890f3b2235">CheckInputIndexIsValid</a>(inputIndex);</div><div class="line"><a name="l00546"></a><span class="lineno"> 546</span>  <span class="keywordflow">return</span> std::make_pair(m_InputBindings[inputIndex].second.GetQuantizationScale(),</div><div class="line"><a name="l00547"></a><span class="lineno"> 547</span>  m_InputBindings[inputIndex].second.GetQuantizationOffset());</div><div class="line"><a name="l00548"></a><span class="lineno"> 548</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#l00433">InferenceModel.hpp:433</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#l00449">449</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#l00085">Params::m_InputBindings</a>.</p> + +<p class="reference">Referenced by <a class="el" href="_network_execution_utils_8hpp_source.xhtml#l00391">MainImpl()</a>.</p> +<div class="fragment"><div class="line"><a name="l00450"></a><span class="lineno"> 450</span>  {</div><div class="line"><a name="l00451"></a><span class="lineno"> 451</span>  <a class="code" href="class_inference_model.xhtml#a262185c43532d5728c4bd7890f3b2235">CheckInputIndexIsValid</a>(inputIndex);</div><div class="line"><a name="l00452"></a><span class="lineno"> 452</span>  <span class="keywordflow">return</span> m_InputBindings[inputIndex].second.GetNumElements();</div><div class="line"><a name="l00453"></a><span class="lineno"> 453</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#l00433">InferenceModel.hpp:433</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#l00525">525</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#l00087">Params::m_OutputBindings</a>.</p> +<div class="fragment"><div class="line"><a name="l00526"></a><span class="lineno"> 526</span>  {</div><div class="line"><a name="l00527"></a><span class="lineno"> 527</span>  <a class="code" href="class_inference_model.xhtml#a72a6db08ffca660ece7c2d86e2a14daa">CheckOutputIndexIsValid</a>(outputIndex);</div><div class="line"><a name="l00528"></a><span class="lineno"> 528</span>  <span class="keywordflow">return</span> m_OutputBindings[outputIndex];</div><div class="line"><a name="l00529"></a><span class="lineno"> 529</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#l00441">InferenceModel.hpp:441</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#l00531">531</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#l00087">Params::m_OutputBindings</a>.</p> + +<p class="reference">Referenced by <a class="el" href="_network_execution_utils_8hpp_source.xhtml#l00391">MainImpl()</a>.</p> +<div class="fragment"><div class="line"><a name="l00532"></a><span class="lineno"> 532</span>  {</div><div class="line"><a name="l00533"></a><span class="lineno"> 533</span>  <span class="keywordflow">return</span> m_OutputBindings;</div><div class="line"><a name="l00534"></a><span class="lineno"> 534</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#l00455">455</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#l00087">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="_network_execution_utils_8hpp_source.xhtml#l00391">MainImpl()</a>.</p> +<div class="fragment"><div class="line"><a name="l00456"></a><span class="lineno"> 456</span>  {</div><div class="line"><a name="l00457"></a><span class="lineno"> 457</span>  <a class="code" href="class_inference_model.xhtml#a72a6db08ffca660ece7c2d86e2a14daa">CheckOutputIndexIsValid</a>(outputIndex);</div><div class="line"><a name="l00458"></a><span class="lineno"> 458</span>  <span class="keywordflow">return</span> m_OutputBindings[outputIndex].second.GetNumElements();</div><div class="line"><a name="l00459"></a><span class="lineno"> 459</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#l00441">InferenceModel.hpp:441</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#l00536">536</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#l00087">Params::m_OutputBindings</a>.</p> +<div class="fragment"><div class="line"><a name="l00537"></a><span class="lineno"> 537</span>  {</div><div class="line"><a name="l00538"></a><span class="lineno"> 538</span>  <a class="code" href="class_inference_model.xhtml#a72a6db08ffca660ece7c2d86e2a14daa">CheckOutputIndexIsValid</a>(outputIndex);</div><div class="line"><a name="l00539"></a><span class="lineno"> 539</span>  <span class="keywordflow">return</span> std::make_pair(m_OutputBindings[outputIndex].second.GetQuantizationScale(),</div><div class="line"><a name="l00540"></a><span class="lineno"> 540</span>  m_OutputBindings[outputIndex].second.GetQuantizationOffset());</div><div class="line"><a name="l00541"></a><span class="lineno"> 541</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#l00441">InferenceModel.hpp:441</a></div></div> +</div><!-- fragment --> +</div> +</div> +<a id="a7af4f6c4d5f8720a6ea093a825722227"></a> +<h2 class="memtitle"><span class="permalink"><a href="#a7af4f6c4d5f8720a6ea093a825722227">◆ </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="class_inference_model.xhtml#a9eb69ebdaf4ceb8014e7c8a540266100">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="class_inference_model.xhtml#a9eb69ebdaf4ceb8014e7c8a540266100">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#l00461">461</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="_file_only_profiling_decorator_tests_8cpp_source.xhtml#l00046">m_EnableProfiling</a>, <a class="el" href="_tensor_i_o_utils_8hpp_source.xhtml#l00017">armnnUtils::MakeInputTensors()</a>, <a class="el" href="_tensor_i_o_utils_8hpp_source.xhtml#l00056">armnnUtils::MakeOutputTensors()</a>, and <a class="el" href="_numeric_cast_8hpp_source.xhtml#l00033">armnn::numeric_cast()</a>.</p> + +<p class="reference">Referenced by <a class="el" href="_network_execution_utils_8hpp_source.xhtml#l00391">MainImpl()</a>.</p> +<div class="fragment"><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">for</span> (<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> i = 0; i < outputContainers.size(); ++i)</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>  <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="l00468"></a><span class="lineno"> 468</span> </div><div class="line"><a name="l00469"></a><span class="lineno"> 469</span>  boost::apply_visitor([expectedOutputDataSize, i](<span class="keyword">auto</span>&& value)</div><div class="line"><a name="l00470"></a><span class="lineno"> 470</span>  {</div><div class="line"><a name="l00471"></a><span class="lineno"> 471</span>  <span class="keyword">const</span> <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> actualOutputDataSize = <a class="code" href="namespacearmnn.xhtml#a37fa39012e90d568df7f774cd6d1e956">boost::numeric_cast</a><<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span>>(value.size());</div><div class="line"><a name="l00472"></a><span class="lineno"> 472</span>  <span class="keywordflow">if</span> (actualOutputDataSize < expectedOutputDataSize)</div><div class="line"><a name="l00473"></a><span class="lineno"> 473</span>  {</div><div class="line"><a name="l00474"></a><span class="lineno"> 474</span>  <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> outputIndex = <a class="code" href="namespacearmnn.xhtml#a37fa39012e90d568df7f774cd6d1e956">boost::numeric_cast</a><<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span>>(i);</div><div class="line"><a name="l00475"></a><span class="lineno"> 475</span>  <span class="keywordflow">throw</span> <a class="code" href="classarmnn_1_1_exception.xhtml">armnn::Exception</a>(</div><div class="line"><a name="l00476"></a><span class="lineno"> 476</span>  boost::str(boost::format(<span class="stringliteral">"Not enough data for output #%1%: expected "</span></div><div class="line"><a name="l00477"></a><span class="lineno"> 477</span>  <span class="stringliteral">"%2% elements, got %3%"</span>) % outputIndex % expectedOutputDataSize % actualOutputDataSize));</div><div class="line"><a name="l00478"></a><span class="lineno"> 478</span>  }</div><div class="line"><a name="l00479"></a><span class="lineno"> 479</span>  },</div><div class="line"><a name="l00480"></a><span class="lineno"> 480</span>  outputContainers[i]);</div><div class="line"><a name="l00481"></a><span class="lineno"> 481</span>  }</div><div class="line"><a name="l00482"></a><span class="lineno"> 482</span> </div><div class="line"><a name="l00483"></a><span class="lineno"> 483</span>  std::shared_ptr<armnn::IProfiler> profiler = m_Runtime->GetProfiler(m_NetworkIdentifier);</div><div class="line"><a name="l00484"></a><span class="lineno"> 484</span>  <span class="keywordflow">if</span> (profiler)</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>  profiler->EnableProfiling(<a class="code" href="_file_only_profiling_decorator_tests_8cpp.xhtml#affc4c5e8c0f3e0fac268deec9b481941">m_EnableProfiling</a>);</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> </div><div class="line"><a name="l00489"></a><span class="lineno"> 489</span>  <span class="comment">// Start timer to record inference time in EnqueueWorkload (in milliseconds)</span></div><div class="line"><a name="l00490"></a><span class="lineno"> 490</span>  <span class="keyword">const</span> <span class="keyword">auto</span> start_time = GetCurrentTime();</div><div class="line"><a name="l00491"></a><span class="lineno"> 491</span> </div><div class="line"><a name="l00492"></a><span class="lineno"> 492</span>  <a class="code" href="namespacearmnn.xhtml#a67a0db04d321a74b7e7fcfd3f1a3f70b">armnn::Status</a> ret = m_Runtime->EnqueueWorkload(m_NetworkIdentifier,</div><div class="line"><a name="l00493"></a><span class="lineno"> 493</span>  <a class="code" href="namespacearmnn_utils.xhtml#ad5310a199d4969927169ed084b1f6c28">MakeInputTensors</a>(inputContainers),</div><div class="line"><a name="l00494"></a><span class="lineno"> 494</span>  <a class="code" href="namespacearmnn_utils.xhtml#ad4efd5a7fa660df5246466d83517220d">MakeOutputTensors</a>(outputContainers));</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="keyword">const</span> <span class="keyword">auto</span> end_time = GetCurrentTime();</div><div class="line"><a name="l00497"></a><span class="lineno"> 497</span> </div><div class="line"><a name="l00498"></a><span class="lineno"> 498</span>  <span class="comment">// if profiling is enabled print out the results</span></div><div class="line"><a name="l00499"></a><span class="lineno"> 499</span>  <span class="keywordflow">if</span> (profiler && profiler->IsProfilingEnabled())</div><div class="line"><a name="l00500"></a><span class="lineno"> 500</span>  {</div><div class="line"><a name="l00501"></a><span class="lineno"> 501</span>  profiler->Print(std::cout);</div><div class="line"><a name="l00502"></a><span class="lineno"> 502</span>  }</div><div class="line"><a name="l00503"></a><span class="lineno"> 503</span> </div><div class="line"><a name="l00504"></a><span class="lineno"> 504</span>  <span class="keywordflow">if</span> (ret == <a class="code" href="namespacearmnn.xhtml#a67a0db04d321a74b7e7fcfd3f1a3f70bae139a585510a502bbf1841cf589f5086">armnn::Status::Failure</a>)</div><div class="line"><a name="l00505"></a><span class="lineno"> 505</span>  {</div><div class="line"><a name="l00506"></a><span class="lineno"> 506</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="l00507"></a><span class="lineno"> 507</span>  }</div><div class="line"><a name="l00508"></a><span class="lineno"> 508</span>  <span class="keywordflow">else</span></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">return</span> std::chrono::duration<double, std::milli>(end_time - start_time);</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="ttc" id="_file_only_profiling_decorator_tests_8cpp_xhtml_affc4c5e8c0f3e0fac268deec9b481941"><div class="ttname"><a href="_file_only_profiling_decorator_tests_8cpp.xhtml#affc4c5e8c0f3e0fac268deec9b481941">m_EnableProfiling</a></div><div class="ttdeci">options m_EnableProfiling</div><div class="ttdef"><b>Definition:</b> <a href="_file_only_profiling_decorator_tests_8cpp_source.xhtml#l00046">FileOnlyProfilingDecoratorTests.cpp:46</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#l00455">InferenceModel.hpp:455</a></div></div> +<div class="ttc" id="namespacearmnn_utils_xhtml_ad5310a199d4969927169ed084b1f6c28"><div class="ttname"><a href="namespacearmnn_utils.xhtml#ad5310a199d4969927169ed084b1f6c28">armnnUtils::MakeInputTensors</a></div><div class="ttdeci">armnn::InputTensors MakeInputTensors(const std::vector< armnn::BindingPointInfo > &inputBindings, const std::vector< TContainer > &inputDataContainers)</div><div class="ttdef"><b>Definition:</b> <a href="_tensor_i_o_utils_8hpp_source.xhtml#l00017">TensorIOUtils.hpp:17</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#l00026">Types.hpp:26</a></div></div> +<div class="ttc" id="namespacearmnn_xhtml_a37fa39012e90d568df7f774cd6d1e956"><div class="ttname"><a href="namespacearmnn.xhtml#a37fa39012e90d568df7f774cd6d1e956">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#l00033">NumericCast.hpp:33</a></div></div> +<div class="ttc" id="namespacearmnn_utils_xhtml_ad4efd5a7fa660df5246466d83517220d"><div class="ttname"><a href="namespacearmnn_utils.xhtml#ad4efd5a7fa660df5246466d83517220d">armnnUtils::MakeOutputTensors</a></div><div class="ttdeci">armnn::OutputTensors MakeOutputTensors(const std::vector< armnn::BindingPointInfo > &outputBindings, std::vector< TContainer > &outputDataContainers)</div><div class="ttdef"><b>Definition:</b> <a href="_tensor_i_o_utils_8hpp_source.xhtml#l00056">TensorIOUtils.hpp:56</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><!-- 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 Fri Mar 13 2020 16:09:16 for ArmNN by + <a href="http://www.doxygen.org/index.html"> + <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.13 </li> + </ul> +</div> +</body> +</html> |