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authorJan Eilers <jan.eilers@arm.com>2021-02-25 17:44:00 +0000
committerJan Eilers <jan.eilers@arm.com>2021-02-25 18:27:49 +0000
commitfd627ffaec8fd8801d980b4c91ee7c0607ab6aaf (patch)
treeeb4bc8f9b411f30c7655616142b5a4bdd3a1acd0 /21.02/namespacetflite.xhtml
parentfb14ebbd68e04876809145296af96f6f41857418 (diff)
downloadarmnn-fd627ffaec8fd8801d980b4c91ee7c0607ab6aaf.tar.gz
IVGCVSW-5687 Update Doxygen Docu
* Update Doxygen Documentation for 21.02 release Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: I9ed2f9caab038836ea99d7b378d7899fe431a4e5
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+<!-- Copyright (c) 2020 ARM Limited. -->
+<!-- -->
+<!-- SPDX-License-Identifier: MIT -->
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+ <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">
+ &#160;<span id="projectnumber">21.02</span>
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+ name="MSearchResults" id="MSearchResults">
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+</div>
+
+<div class="header">
+ <div class="summary">
+<a href="#func-members">Functions</a> &#124;
+<a href="#var-members">Variables</a> </div>
+ <div class="headertitle">
+<div class="title">tflite Namespace Reference</div> </div>
+</div><!--header-->
+<div class="contents">
+<table class="memberdecls">
+<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="func-members"></a>
+Functions</h2></td></tr>
+<tr class="memitem:a8e21a0acecdf21e909d9d7dc13acdcef"><td class="memItemLeft" align="right" valign="top">TfLiteDelegate *&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacetflite.xhtml#a8e21a0acecdf21e909d9d7dc13acdcef">tflite_plugin_create_delegate</a> (char **options_keys, char **options_values, size_t num_options, void(*report_error)(const char *))</td></tr>
+<tr class="memdesc:a8e21a0acecdf21e909d9d7dc13acdcef"><td class="mdescLeft">&#160;</td><td class="mdescRight">Create an ArmNN delegate plugin. <a href="#a8e21a0acecdf21e909d9d7dc13acdcef">More...</a><br /></td></tr>
+<tr class="separator:a8e21a0acecdf21e909d9d7dc13acdcef"><td class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:ae2501fc8679230dab265774a84264f19"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacetflite.xhtml#ae2501fc8679230dab265774a84264f19">tflite_plugin_destroy_delegate</a> (TfLiteDelegate *delegate)</td></tr>
+<tr class="memdesc:ae2501fc8679230dab265774a84264f19"><td class="mdescLeft">&#160;</td><td class="mdescRight">Destroy a given delegate plugin. <a href="#ae2501fc8679230dab265774a84264f19">More...</a><br /></td></tr>
+<tr class="separator:ae2501fc8679230dab265774a84264f19"><td class="memSeparator" colspan="2">&#160;</td></tr>
+</table><table class="memberdecls">
+<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="var-members"></a>
+Variables</h2></td></tr>
+<tr class="memitem:a50d961d3de1ccba630ccb3361fe3879d"><td class="memItemLeft" align="right" valign="top">std::vector&lt; std::string &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacetflite.xhtml#a50d961d3de1ccba630ccb3361fe3879d">gpu_options</a></td></tr>
+<tr class="memdesc:a50d961d3de1ccba630ccb3361fe3879d"><td class="mdescLeft">&#160;</td><td class="mdescRight">This file defines two symbols that need to be exported to use the TFLite external delegate provider. <a href="#a50d961d3de1ccba630ccb3361fe3879d">More...</a><br /></td></tr>
+<tr class="separator:a50d961d3de1ccba630ccb3361fe3879d"><td class="memSeparator" colspan="2">&#160;</td></tr>
+</table>
+<h2 class="groupheader">Function Documentation</h2>
+<a id="a8e21a0acecdf21e909d9d7dc13acdcef"></a>
+<h2 class="memtitle"><span class="permalink"><a href="#a8e21a0acecdf21e909d9d7dc13acdcef">&#9670;&nbsp;</a></span>tflite_plugin_create_delegate()</h2>
+
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">TfLiteDelegate* tflite::tflite_plugin_create_delegate </td>
+ <td>(</td>
+ <td class="paramtype">char **&#160;</td>
+ <td class="paramname"><em>options_keys</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">char **&#160;</td>
+ <td class="paramname"><em>options_values</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">size_t&#160;</td>
+ <td class="paramname"><em>num_options</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">void(*)(const char *)&#160;</td>
+ <td class="paramname"><em>report_error</em>&#160;</td>
+ </tr>
+ <tr>
+ <td></td>
+ <td>)</td>
+ <td></td><td></td>
+ </tr>
+ </table>
+</div><div class="memdoc">
+
+<p>Create an ArmNN delegate plugin. </p>
+<p>Available options:</p>
+<p>Option key: "backends" <br />
+ Possible values: ["EthosNPU"/"GpuAcc"/"CpuAcc"/"CpuRef"] <br />
+ Descriptions: A comma separated list without whitespaces of backends which should be used for execution. Falls back to next backend in list if previous doesn't provide support for operation. e.g. "GpuAcc,CpuAcc"</p>
+<p>Option key: "logging-severity" <br />
+ Possible values: ["trace"/"debug"/"info"/"warning"/"error"/"fatal"] <br />
+ Description: Sets the logging severity level for ArmNN. Logging is turned off if this option is not provided.</p>
+<p>Option key: "gpu-tuning-level" <br />
+ Possible values: ["0"/"1"/"2"/"3"] <br />
+ Description: 0=UseOnly(default), 1=RapidTuning, 2=NormalTuning, 3=ExhaustiveTuning. Requires option gpu-tuning-file. 1,2 and 3 will create a tuning-file, 0 will apply the tunings from an existing file</p>
+<p>Option key: "gpu-tuning-file" <br />
+ Possible values: [filenameString] <br />
+ Description: File name for the tuning file.</p>
+<p>Option key: "gpu-kernel-profiling-enabled" <br />
+ Possible values: ["true"/"false"] <br />
+ Description: Enables GPU kernel profiling</p>
+<p>Option key: "reduce-fp32-to-fp16" <br />
+ Possible values: ["true"/"false"] <br />
+ Description: Reduce Fp32 data to Fp16 for faster processing</p>
+<p>Option key: "reduce-fp32-to-bf16" <br />
+ Possible values: ["true"/"false"] <br />
+ Description: Reduce Fp32 data to Bf16 for faster processing</p>
+<p>Option key: "debug-data" <br />
+ Possible values: ["true"/"false"] <br />
+ Description: Add debug data for easier troubleshooting</p>
+<p>Option key: "memory-import" <br />
+ Possible values: ["true"/"false"] <br />
+ Description: Enable memory import</p>
+<dl class="params"><dt>Parameters</dt><dd>
+ <table class="params">
+ <tr><td class="paramdir">[in]</td><td class="paramname">option_keys</td><td>Delegate option names </td></tr>
+ <tr><td class="paramdir">[in]</td><td class="paramname">options_values</td><td>Delegate option values </td></tr>
+ <tr><td class="paramdir">[in]</td><td class="paramname">num_options</td><td>Number of delegate options </td></tr>
+ <tr><td class="paramdir">[in,out]</td><td class="paramname">report_error</td><td>Error callback function</td></tr>
+ </table>
+ </dd>
+</dl>
+<dl class="section return"><dt>Returns</dt><dd>An ArmNN delegate if it succeeds else NULL </dd></dl>
+
+<p class="definition">Definition at line <a class="el" href="armnn__external__delegate_8cpp_source.xhtml#l00089">89</a> of file <a class="el" href="armnn__external__delegate_8cpp_source.xhtml">armnn_external_delegate.cpp</a>.</p>
+
+<p class="reference">References <a class="el" href="_delegate_options_8hpp_source.xhtml#l00047">DelegateOptions::AddBackendOption()</a>, <a class="el" href="_i_network_8hpp_source.xhtml#l00156">OptimizerOptions::m_Debug</a>, <a class="el" href="_i_network_8hpp_source.xhtml#l00165">OptimizerOptions::m_ImportEnabled</a>, <a class="el" href="_i_network_8hpp_source.xhtml#l00159">OptimizerOptions::m_ReduceFp32ToBf16</a>, <a class="el" href="_i_network_8hpp_source.xhtml#l00153">OptimizerOptions::m_ReduceFp32ToFp16</a>, <a class="el" href="_delegate_options_8hpp_source.xhtml#l00042">DelegateOptions::SetBackends()</a>, <a class="el" href="_delegate_options_8hpp_source.xhtml#l00050">DelegateOptions::SetLoggingSeverity()</a>, <a class="el" href="_delegate_options_8hpp_source.xhtml#l00060">DelegateOptions::SetOptimizerOptions()</a>, <a class="el" href="namespacearmnn_delegate.xhtml#aaab840e387d9a4e7de223fbc8c969eb3">armnnDelegate::TfLiteArmnnDelegateCreate()</a>, and <a class="el" href="namespacearmnn_delegate.xhtml#a542da521454a5a61933cf44df32e5ca2">armnnDelegate::TfLiteArmnnDelegateOptionsDefault()</a>.</p>
+<div class="fragment"><div class="line"><a name="l00093"></a><span class="lineno"> 93</span>&#160;{</div><div class="line"><a name="l00094"></a><span class="lineno"> 94</span>&#160; <span class="comment">// Returning null indicates an error during delegate creation so we initialize with that</span></div><div class="line"><a name="l00095"></a><span class="lineno"> 95</span>&#160; TfLiteDelegate* delegate = <span class="keyword">nullptr</span>;</div><div class="line"><a name="l00096"></a><span class="lineno"> 96</span>&#160; <span class="keywordflow">try</span></div><div class="line"><a name="l00097"></a><span class="lineno"> 97</span>&#160; {</div><div class="line"><a name="l00098"></a><span class="lineno"> 98</span>&#160; <span class="comment">// (Initializes with CpuRef backend)</span></div><div class="line"><a name="l00099"></a><span class="lineno"> 99</span>&#160; <a class="code" href="classarmnn_delegate_1_1_delegate_options.xhtml">armnnDelegate::DelegateOptions</a> options = <a class="code" href="namespacearmnn_delegate.xhtml#a542da521454a5a61933cf44df32e5ca2">armnnDelegate::TfLiteArmnnDelegateOptionsDefault</a>();</div><div class="line"><a name="l00100"></a><span class="lineno"> 100</span>&#160; <a class="code" href="structarmnn_1_1_optimizer_options.xhtml">armnn::OptimizerOptions</a> optimizerOptions;</div><div class="line"><a name="l00101"></a><span class="lineno"> 101</span>&#160; <span class="keywordflow">for</span> (<span class="keywordtype">size_t</span> i = 0; i &lt; num_options; ++i)</div><div class="line"><a name="l00102"></a><span class="lineno"> 102</span>&#160; {</div><div class="line"><a name="l00103"></a><span class="lineno"> 103</span>&#160; <span class="comment">// Process backends</span></div><div class="line"><a name="l00104"></a><span class="lineno"> 104</span>&#160; <span class="keywordflow">if</span> (std::string(options_keys[i]) == std::string(<span class="stringliteral">&quot;backends&quot;</span>))</div><div class="line"><a name="l00105"></a><span class="lineno"> 105</span>&#160; {</div><div class="line"><a name="l00106"></a><span class="lineno"> 106</span>&#160; <span class="comment">// The backend option is a comma separated string of backendIDs that needs to be split</span></div><div class="line"><a name="l00107"></a><span class="lineno"> 107</span>&#160; std::vector&lt;armnn::BackendId&gt; backends;</div><div class="line"><a name="l00108"></a><span class="lineno"> 108</span>&#160; <span class="keywordtype">char</span>* pch;</div><div class="line"><a name="l00109"></a><span class="lineno"> 109</span>&#160; pch = strtok(options_values[i],<span class="stringliteral">&quot;,&quot;</span>);</div><div class="line"><a name="l00110"></a><span class="lineno"> 110</span>&#160; <span class="keywordflow">while</span> (pch != NULL)</div><div class="line"><a name="l00111"></a><span class="lineno"> 111</span>&#160; {</div><div class="line"><a name="l00112"></a><span class="lineno"> 112</span>&#160; backends.push_back(pch);</div><div class="line"><a name="l00113"></a><span class="lineno"> 113</span>&#160; pch = strtok (NULL, <span class="stringliteral">&quot;,&quot;</span>);</div><div class="line"><a name="l00114"></a><span class="lineno"> 114</span>&#160; }</div><div class="line"><a name="l00115"></a><span class="lineno"> 115</span>&#160; options.<a class="code" href="classarmnn_delegate_1_1_delegate_options.xhtml#ad9d8dd6ed903c0ae3c4baa3e9d2e4ea5">SetBackends</a>(backends);</div><div class="line"><a name="l00116"></a><span class="lineno"> 116</span>&#160; }</div><div class="line"><a name="l00117"></a><span class="lineno"> 117</span>&#160; <span class="comment">// Process logging level</span></div><div class="line"><a name="l00118"></a><span class="lineno"> 118</span>&#160; <span class="keywordflow">else</span> <span class="keywordflow">if</span> (std::string(options_keys[i]) == std::string(<span class="stringliteral">&quot;logging-severity&quot;</span>))</div><div class="line"><a name="l00119"></a><span class="lineno"> 119</span>&#160; {</div><div class="line"><a name="l00120"></a><span class="lineno"> 120</span>&#160; options.<a class="code" href="classarmnn_delegate_1_1_delegate_options.xhtml#a98cd1055c58e98f7009c4e770fac96ec">SetLoggingSeverity</a>(options_values[i]);</div><div class="line"><a name="l00121"></a><span class="lineno"> 121</span>&#160; }</div><div class="line"><a name="l00122"></a><span class="lineno"> 122</span>&#160; <span class="comment">// Process GPU backend options</span></div><div class="line"><a name="l00123"></a><span class="lineno"> 123</span>&#160; <span class="keywordflow">else</span> <span class="keywordflow">if</span> (std::string(options_keys[i]) == std::string(<span class="stringliteral">&quot;gpu-tuning-level&quot;</span>))</div><div class="line"><a name="l00124"></a><span class="lineno"> 124</span>&#160; {</div><div class="line"><a name="l00125"></a><span class="lineno"> 125</span>&#160; <a class="code" href="structarmnn_1_1_backend_options.xhtml">armnn::BackendOptions</a> option(<span class="stringliteral">&quot;GpuAcc&quot;</span>, {{<span class="stringliteral">&quot;TuningLevel&quot;</span>, atoi(options_values[i])}});</div><div class="line"><a name="l00126"></a><span class="lineno"> 126</span>&#160; options.<a class="code" href="classarmnn_delegate_1_1_delegate_options.xhtml#a8b99570afa7d17ce4b1c7dab770fe467">AddBackendOption</a>(option);</div><div class="line"><a name="l00127"></a><span class="lineno"> 127</span>&#160; }</div><div class="line"><a name="l00128"></a><span class="lineno"> 128</span>&#160; <span class="keywordflow">else</span> <span class="keywordflow">if</span> (std::string(options_keys[i]) == std::string(<span class="stringliteral">&quot;gpu-mlgo-tuning-file&quot;</span>))</div><div class="line"><a name="l00129"></a><span class="lineno"> 129</span>&#160; {</div><div class="line"><a name="l00130"></a><span class="lineno"> 130</span>&#160; <a class="code" href="structarmnn_1_1_backend_options.xhtml">armnn::BackendOptions</a> option(<span class="stringliteral">&quot;GpuAcc&quot;</span>, {{<span class="stringliteral">&quot;MLGOTuningFilePath&quot;</span>, std::string(options_values[i])}});</div><div class="line"><a name="l00131"></a><span class="lineno"> 131</span>&#160; options.<a class="code" href="classarmnn_delegate_1_1_delegate_options.xhtml#a8b99570afa7d17ce4b1c7dab770fe467">AddBackendOption</a>(option);</div><div class="line"><a name="l00132"></a><span class="lineno"> 132</span>&#160; }</div><div class="line"><a name="l00133"></a><span class="lineno"> 133</span>&#160; <span class="keywordflow">else</span> <span class="keywordflow">if</span> (std::string(options_keys[i]) == std::string(<span class="stringliteral">&quot;gpu-tuning-file&quot;</span>))</div><div class="line"><a name="l00134"></a><span class="lineno"> 134</span>&#160; {</div><div class="line"><a name="l00135"></a><span class="lineno"> 135</span>&#160; <a class="code" href="structarmnn_1_1_backend_options.xhtml">armnn::BackendOptions</a> option(<span class="stringliteral">&quot;GpuAcc&quot;</span>, {{<span class="stringliteral">&quot;TuningFile&quot;</span>, std::string(options_values[i])}});</div><div class="line"><a name="l00136"></a><span class="lineno"> 136</span>&#160; options.<a class="code" href="classarmnn_delegate_1_1_delegate_options.xhtml#a8b99570afa7d17ce4b1c7dab770fe467">AddBackendOption</a>(option);</div><div class="line"><a name="l00137"></a><span class="lineno"> 137</span>&#160; }</div><div class="line"><a name="l00138"></a><span class="lineno"> 138</span>&#160; <span class="keywordflow">else</span> <span class="keywordflow">if</span> (std::string(options_keys[i]) == std::string(<span class="stringliteral">&quot;gpu-kernel-profiling-enabled&quot;</span>))</div><div class="line"><a name="l00139"></a><span class="lineno"> 139</span>&#160; {</div><div class="line"><a name="l00140"></a><span class="lineno"> 140</span>&#160; <a class="code" href="structarmnn_1_1_backend_options.xhtml">armnn::BackendOptions</a> option(<span class="stringliteral">&quot;GpuAcc&quot;</span>, {{<span class="stringliteral">&quot;KernelProfilingEnabled&quot;</span>, (*options_values[i] != <span class="charliteral">&#39;0&#39;</span>)}});</div><div class="line"><a name="l00141"></a><span class="lineno"> 141</span>&#160; options.<a class="code" href="classarmnn_delegate_1_1_delegate_options.xhtml#a8b99570afa7d17ce4b1c7dab770fe467">AddBackendOption</a>(option);</div><div class="line"><a name="l00142"></a><span class="lineno"> 142</span>&#160; }</div><div class="line"><a name="l00143"></a><span class="lineno"> 143</span>&#160; <span class="comment">// Process reduce-fp32-to-fp16 option</span></div><div class="line"><a name="l00144"></a><span class="lineno"> 144</span>&#160; <span class="keywordflow">else</span> <span class="keywordflow">if</span> (std::string(options_keys[i]) == std::string(<span class="stringliteral">&quot;reduce-fp32-to-fp16&quot;</span>))</div><div class="line"><a name="l00145"></a><span class="lineno"> 145</span>&#160; {</div><div class="line"><a name="l00146"></a><span class="lineno"> 146</span>&#160; optimizerOptions.<a class="code" href="structarmnn_1_1_optimizer_options.xhtml#a6e1a42622ca43dafc7ba8e684c016eb4">m_ReduceFp32ToFp16</a> = *options_values[i] != <span class="charliteral">&#39;0&#39;</span>;</div><div class="line"><a name="l00147"></a><span class="lineno"> 147</span>&#160; }</div><div class="line"><a name="l00148"></a><span class="lineno"> 148</span>&#160; <span class="comment">// Process reduce-fp32-to-bf16 option</span></div><div class="line"><a name="l00149"></a><span class="lineno"> 149</span>&#160; <span class="keywordflow">else</span> <span class="keywordflow">if</span> (std::string(options_keys[i]) == std::string(<span class="stringliteral">&quot;reduce-fp32-to-bf16&quot;</span>))</div><div class="line"><a name="l00150"></a><span class="lineno"> 150</span>&#160; {</div><div class="line"><a name="l00151"></a><span class="lineno"> 151</span>&#160; optimizerOptions.<a class="code" href="structarmnn_1_1_optimizer_options.xhtml#a11f463726addcc1d2845266997d79e9c">m_ReduceFp32ToBf16</a> = *options_values[i] != <span class="charliteral">&#39;0&#39;</span>;</div><div class="line"><a name="l00152"></a><span class="lineno"> 152</span>&#160; }</div><div class="line"><a name="l00153"></a><span class="lineno"> 153</span>&#160; <span class="comment">// Process debug-data</span></div><div class="line"><a name="l00154"></a><span class="lineno"> 154</span>&#160; <span class="keywordflow">else</span> <span class="keywordflow">if</span> (std::string(options_keys[i]) == std::string(<span class="stringliteral">&quot;debug-data&quot;</span>))</div><div class="line"><a name="l00155"></a><span class="lineno"> 155</span>&#160; {</div><div class="line"><a name="l00156"></a><span class="lineno"> 156</span>&#160; optimizerOptions.<a class="code" href="structarmnn_1_1_optimizer_options.xhtml#a69eb14082d40fa0a3cff50457344a5e0">m_Debug</a> = *options_values[i] != <span class="charliteral">&#39;0&#39;</span>;</div><div class="line"><a name="l00157"></a><span class="lineno"> 157</span>&#160; }</div><div class="line"><a name="l00158"></a><span class="lineno"> 158</span>&#160; <span class="comment">// Process memory-import</span></div><div class="line"><a name="l00159"></a><span class="lineno"> 159</span>&#160; <span class="keywordflow">else</span> <span class="keywordflow">if</span> (std::string(options_keys[i]) == std::string(<span class="stringliteral">&quot;memory-import&quot;</span>))</div><div class="line"><a name="l00160"></a><span class="lineno"> 160</span>&#160; {</div><div class="line"><a name="l00161"></a><span class="lineno"> 161</span>&#160; optimizerOptions.<a class="code" href="structarmnn_1_1_optimizer_options.xhtml#a05c1bba6ba3ecc1339d4c4c10c0d8890">m_ImportEnabled</a> = *options_values[i] != <span class="charliteral">&#39;0&#39;</span>;</div><div class="line"><a name="l00162"></a><span class="lineno"> 162</span>&#160; }</div><div class="line"><a name="l00163"></a><span class="lineno"> 163</span>&#160; <span class="keywordflow">else</span></div><div class="line"><a name="l00164"></a><span class="lineno"> 164</span>&#160; {</div><div class="line"><a name="l00165"></a><span class="lineno"> 165</span>&#160; <span class="keywordflow">throw</span> <a class="code" href="classarmnn_1_1_exception.xhtml">armnn::Exception</a>(<span class="stringliteral">&quot;Unknown option for the ArmNN Delegate given: &quot;</span> + std::string(options_keys[i]));</div><div class="line"><a name="l00166"></a><span class="lineno"> 166</span>&#160; }</div><div class="line"><a name="l00167"></a><span class="lineno"> 167</span>&#160; }</div><div class="line"><a name="l00168"></a><span class="lineno"> 168</span>&#160; options.<a class="code" href="classarmnn_delegate_1_1_delegate_options.xhtml#ab4a44278190ff1282d94d6a1a39e77ee">SetOptimizerOptions</a>(optimizerOptions);</div><div class="line"><a name="l00169"></a><span class="lineno"> 169</span>&#160; delegate = <a class="code" href="namespacearmnn_delegate.xhtml#aaab840e387d9a4e7de223fbc8c969eb3">TfLiteArmnnDelegateCreate</a>(options);</div><div class="line"><a name="l00170"></a><span class="lineno"> 170</span>&#160; }</div><div class="line"><a name="l00171"></a><span class="lineno"> 171</span>&#160; <span class="keywordflow">catch</span> (<span class="keyword">const</span> std::exception&amp; ex)</div><div class="line"><a name="l00172"></a><span class="lineno"> 172</span>&#160; {</div><div class="line"><a name="l00173"></a><span class="lineno"> 173</span>&#160; <span class="keywordflow">if</span>(report_error)</div><div class="line"><a name="l00174"></a><span class="lineno"> 174</span>&#160; {</div><div class="line"><a name="l00175"></a><span class="lineno"> 175</span>&#160; report_error(ex.what());</div><div class="line"><a name="l00176"></a><span class="lineno"> 176</span>&#160; }</div><div class="line"><a name="l00177"></a><span class="lineno"> 177</span>&#160; }</div><div class="line"><a name="l00178"></a><span class="lineno"> 178</span>&#160; <span class="keywordflow">return</span> delegate;</div><div class="line"><a name="l00179"></a><span class="lineno"> 179</span>&#160;}</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="ttdef"><b>Definition:</b> <a href="_i_network_8hpp_source.xhtml#l00159">INetwork.hpp:159</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#l00153">INetwork.hpp:153</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#l00156">INetwork.hpp:156</a></div></div>
+<div class="ttc" id="classarmnn_delegate_1_1_delegate_options_xhtml_a98cd1055c58e98f7009c4e770fac96ec"><div class="ttname"><a href="classarmnn_delegate_1_1_delegate_options.xhtml#a98cd1055c58e98f7009c4e770fac96ec">armnnDelegate::DelegateOptions::SetLoggingSeverity</a></div><div class="ttdeci">void SetLoggingSeverity(const armnn::LogSeverity &amp;level)</div><div class="ttdoc">Sets the severity level for logging within ArmNN that will be used on creation of the delegate...</div><div class="ttdef"><b>Definition:</b> <a href="_delegate_options_8hpp_source.xhtml#l00050">DelegateOptions.hpp:50</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#l00110">INetwork.hpp:110</a></div></div>
+<div class="ttc" id="structarmnn_1_1_optimizer_options_xhtml_a05c1bba6ba3ecc1339d4c4c10c0d8890"><div class="ttname"><a href="structarmnn_1_1_optimizer_options.xhtml#a05c1bba6ba3ecc1339d4c4c10c0d8890">armnn::OptimizerOptions::m_ImportEnabled</a></div><div class="ttdeci">bool m_ImportEnabled</div><div class="ttdef"><b>Definition:</b> <a href="_i_network_8hpp_source.xhtml#l00165">INetwork.hpp:165</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#l00020">BackendOptions.hpp:20</a></div></div>
+<div class="ttc" id="namespacearmnn_delegate_xhtml_aaab840e387d9a4e7de223fbc8c969eb3"><div class="ttname"><a href="namespacearmnn_delegate.xhtml#aaab840e387d9a4e7de223fbc8c969eb3">armnnDelegate::TfLiteArmnnDelegateCreate</a></div><div class="ttdeci">TfLiteDelegate * TfLiteArmnnDelegateCreate(armnnDelegate::DelegateOptions options)</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="classarmnn_delegate_1_1_delegate_options_xhtml_ad9d8dd6ed903c0ae3c4baa3e9d2e4ea5"><div class="ttname"><a href="classarmnn_delegate_1_1_delegate_options.xhtml#ad9d8dd6ed903c0ae3c4baa3e9d2e4ea5">armnnDelegate::DelegateOptions::SetBackends</a></div><div class="ttdeci">void SetBackends(const std::vector&lt; armnn::BackendId &gt; &amp;backends)</div><div class="ttdef"><b>Definition:</b> <a href="_delegate_options_8hpp_source.xhtml#l00042">DelegateOptions.hpp:42</a></div></div>
+<div class="ttc" id="namespacearmnn_delegate_xhtml_a542da521454a5a61933cf44df32e5ca2"><div class="ttname"><a href="namespacearmnn_delegate.xhtml#a542da521454a5a61933cf44df32e5ca2">armnnDelegate::TfLiteArmnnDelegateOptionsDefault</a></div><div class="ttdeci">DelegateOptions TfLiteArmnnDelegateOptionsDefault()</div></div>
+<div class="ttc" id="classarmnn_delegate_1_1_delegate_options_xhtml"><div class="ttname"><a href="classarmnn_delegate_1_1_delegate_options.xhtml">armnnDelegate::DelegateOptions</a></div><div class="ttdef"><b>Definition:</b> <a href="_delegate_options_8hpp_source.xhtml#l00019">DelegateOptions.hpp:19</a></div></div>
+<div class="ttc" id="classarmnn_delegate_1_1_delegate_options_xhtml_a8b99570afa7d17ce4b1c7dab770fe467"><div class="ttname"><a href="classarmnn_delegate_1_1_delegate_options.xhtml#a8b99570afa7d17ce4b1c7dab770fe467">armnnDelegate::DelegateOptions::AddBackendOption</a></div><div class="ttdeci">void AddBackendOption(const armnn::BackendOptions &amp;option)</div><div class="ttdoc">Appends a backend option to the list of backend options. </div><div class="ttdef"><b>Definition:</b> <a href="_delegate_options_8hpp_source.xhtml#l00047">DelegateOptions.hpp:47</a></div></div>
+<div class="ttc" id="classarmnn_delegate_1_1_delegate_options_xhtml_ab4a44278190ff1282d94d6a1a39e77ee"><div class="ttname"><a href="classarmnn_delegate_1_1_delegate_options.xhtml#ab4a44278190ff1282d94d6a1a39e77ee">armnnDelegate::DelegateOptions::SetOptimizerOptions</a></div><div class="ttdeci">void SetOptimizerOptions(const armnn::OptimizerOptions &amp;optimizerOptions)</div><div class="ttdef"><b>Definition:</b> <a href="_delegate_options_8hpp_source.xhtml#l00060">DelegateOptions.hpp:60</a></div></div>
+</div><!-- fragment -->
+</div>
+</div>
+<a id="ae2501fc8679230dab265774a84264f19"></a>
+<h2 class="memtitle"><span class="permalink"><a href="#ae2501fc8679230dab265774a84264f19">&#9670;&nbsp;</a></span>tflite_plugin_destroy_delegate()</h2>
+
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">void tflite::tflite_plugin_destroy_delegate </td>
+ <td>(</td>
+ <td class="paramtype">TfLiteDelegate *&#160;</td>
+ <td class="paramname"><em>delegate</em></td><td>)</td>
+ <td></td>
+ </tr>
+ </table>
+</div><div class="memdoc">
+
+<p>Destroy a given delegate plugin. </p>
+<dl class="params"><dt>Parameters</dt><dd>
+ <table class="params">
+ <tr><td class="paramdir">[in]</td><td class="paramname">delegate</td><td>Delegate to destruct </td></tr>
+ </table>
+ </dd>
+</dl>
+
+<p class="definition">Definition at line <a class="el" href="armnn__external__delegate_8cpp_source.xhtml#l00185">185</a> of file <a class="el" href="armnn__external__delegate_8cpp_source.xhtml">armnn_external_delegate.cpp</a>.</p>
+
+<p class="reference">References <a class="el" href="namespacearmnn_delegate.xhtml#a29bbb05765039d65532d61301b56749e">armnnDelegate::TfLiteArmnnDelegateDelete()</a>.</p>
+<div class="fragment"><div class="line"><a name="l00186"></a><span class="lineno"> 186</span>&#160;{</div><div class="line"><a name="l00187"></a><span class="lineno"> 187</span>&#160; <a class="code" href="namespacearmnn_delegate.xhtml#a29bbb05765039d65532d61301b56749e">armnnDelegate::TfLiteArmnnDelegateDelete</a>(delegate);</div><div class="line"><a name="l00188"></a><span class="lineno"> 188</span>&#160;}</div><div class="ttc" id="namespacearmnn_delegate_xhtml_a29bbb05765039d65532d61301b56749e"><div class="ttname"><a href="namespacearmnn_delegate.xhtml#a29bbb05765039d65532d61301b56749e">armnnDelegate::TfLiteArmnnDelegateDelete</a></div><div class="ttdeci">void TfLiteArmnnDelegateDelete(TfLiteDelegate *tfLiteDelegate)</div></div>
+</div><!-- fragment -->
+</div>
+</div>
+<h2 class="groupheader">Variable Documentation</h2>
+<a id="a50d961d3de1ccba630ccb3361fe3879d"></a>
+<h2 class="memtitle"><span class="permalink"><a href="#a50d961d3de1ccba630ccb3361fe3879d">&#9670;&nbsp;</a></span>gpu_options</h2>
+
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">std::vector&lt;std::string&gt; gpu_options</td>
+ </tr>
+ </table>
+</div><div class="memdoc">
+<b>Initial value:</b><div class="fragment"><div class="line">{<span class="stringliteral">&quot;gpu-tuning-level&quot;</span>,</div><div class="line"> <span class="stringliteral">&quot;gpu-tuning-file&quot;</span>,</div><div class="line"> <span class="stringliteral">&quot;gpu-kernel-profiling-enabled&quot;</span>}</div></div><!-- fragment -->
+<p>This file defines two symbols that need to be exported to use the TFLite external delegate provider. </p>
+<p>This is a plugin that can be used for fast integration of delegates into benchmark tests and other tools. It allows loading of a dynamic delegate library at runtime.</p>
+<p>The external delegate also has Tensorflow Lite Python bindings. Therefore the dynamic external delegate can be directly used with Tensorflow Lite Python APIs.</p>
+<p>See tensorflow/lite/delegates/external for details or visit the tensorflow guide <a href="https://www.tensorflow.org/lite/performance/implementing_delegate#option_2_leverage_external_delegate">here</a> </p>
+
+<p class="definition">Definition at line <a class="el" href="armnn__external__delegate_8cpp_source.xhtml#l00028">28</a> of file <a class="el" href="armnn__external__delegate_8cpp_source.xhtml">armnn_external_delegate.cpp</a>.</p>
+
+</div>
+</div>
+</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="namespacetflite.xhtml">tflite</a></li>
+ <li class="footer">Generated on Thu Feb 25 2021 17:28:03 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>