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<div class="title">ArmComputeTuningUtils.hpp</div> </div>
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<a href="_arm_compute_tuning_utils_8hpp.xhtml">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span> <span class="comment">//</span></div>
<div class="line"><a name="l00002"></a><span class="lineno"> 2</span> <span class="comment">// Copyright © 2023 Arm Ltd and Contributors. All rights reserved.</span></div>
<div class="line"><a name="l00003"></a><span class="lineno"> 3</span> <span class="comment">// SPDX-License-Identifier: MIT</span></div>
<div class="line"><a name="l00004"></a><span class="lineno"> 4</span> <span class="comment">//</span></div>
<div class="line"><a name="l00005"></a><span class="lineno"> 5</span> <span class="preprocessor">#pragma once</span></div>
<div class="line"><a name="l00006"></a><span class="lineno"> 6</span>  </div>
<div class="line"><a name="l00007"></a><span class="lineno"> 7</span> <span class="preprocessor">#include <<a class="code" href="_backend_options_8hpp.xhtml">armnn/BackendOptions.hpp</a>></span></div>
<div class="line"><a name="l00008"></a><span class="lineno"> 8</span> <span class="preprocessor">#include <<a class="code" href="_i_runtime_8hpp.xhtml">armnn/IRuntime.hpp</a>></span></div>
<div class="line"><a name="l00009"></a><span class="lineno"> 9</span> <span class="preprocessor">#include <<a class="code" href="_logging_8hpp.xhtml">armnn/Logging.hpp</a>></span></div>
<div class="line"><a name="l00010"></a><span class="lineno"> 10</span>  </div>
<div class="line"><a name="l00011"></a><span class="lineno"> 11</span> <span class="preprocessor">#include <arm_compute/runtime/CL/CLTuner.h></span></div>
<div class="line"><a name="l00012"></a><span class="lineno"> 12</span> <span class="preprocessor">#include <arm_compute/runtime/CL/CLTunerTypes.h></span></div>
<div class="line"><a name="l00013"></a><span class="lineno"> 13</span> <span class="preprocessor">#include <arm_compute/runtime/CL/CLGEMMHeuristicsHandle.h></span></div>
<div class="line"><a name="l00014"></a><span class="lineno"> 14</span>  </div>
<div class="line"><a name="l00015"></a><span class="lineno"> 15</span> <span class="keyword">namespace </span><a class="code" href="namespacearmnn.xhtml">armnn</a></div>
<div class="line"><a name="l00016"></a><span class="lineno"> 16</span> {</div>
<div class="line"><a name="l00017"></a><span class="lineno"> 17</span>  </div>
<div class="line"><a name="l00018"></a><span class="lineno"><a class="line" href="namespacearmnn.xhtml#a707090747256af276c389e0cf1cb0a9a"> 18</a></span> <span class="keyword">enum class</span> <a class="code" href="namespacearmnn.xhtml#a707090747256af276c389e0cf1cb0a9a">TuningLevel</a></div>
<div class="line"><a name="l00019"></a><span class="lineno"> 19</span> {</div>
<div class="line"><a name="l00020"></a><span class="lineno"> 20</span>  <a class="code" href="namespacearmnn.xhtml#a707090747256af276c389e0cf1cb0a9aa6adf97f83acf6453d4a6a4b1070f3754">None</a>,</div>
<div class="line"><a name="l00021"></a><span class="lineno"> 21</span>  <a class="code" href="namespacearmnn.xhtml#a707090747256af276c389e0cf1cb0a9aab571ef5b2664270d25bea4f4b61ffe68">Rapid</a>,</div>
<div class="line"><a name="l00022"></a><span class="lineno"> 22</span>  <a class="code" href="namespacearmnn.xhtml#a707090747256af276c389e0cf1cb0a9aa960b44c579bc2f6818d2daaf9e4c16f0">Normal</a>,</div>
<div class="line"><a name="l00023"></a><span class="lineno"> 23</span>  <a class="code" href="namespacearmnn.xhtml#a707090747256af276c389e0cf1cb0a9aafaf34f09ea1e93bfbf591e19dc0dfb9f">Exhaustive</a></div>
<div class="line"><a name="l00024"></a><span class="lineno"> 24</span> };</div>
<div class="line"><a name="l00025"></a><span class="lineno"> 25</span>  </div>
<div class="line"><a name="l00026"></a><span class="lineno"><a class="line" href="namespacearmnn.xhtml#a3ca05ac77af0a0444ff34c1319094f6d"> 26</a></span> <span class="keyword">inline</span> <a class="code" href="namespacearmnn.xhtml#a707090747256af276c389e0cf1cb0a9a">TuningLevel</a> <a class="code" href="namespacearmnn.xhtml#a3ca05ac77af0a0444ff34c1319094f6d">ParseTuningLevel</a>(<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_backend_options_1_1_var.xhtml">BackendOptions::Var</a>& value, <a class="code" href="namespacearmnn.xhtml#a707090747256af276c389e0cf1cb0a9a">TuningLevel</a> defaultValue)</div>
<div class="line"><a name="l00027"></a><span class="lineno"> 27</span> {</div>
<div class="line"><a name="l00028"></a><span class="lineno"> 28</span>  <span class="keywordflow">if</span> (value.<a class="code" href="classarmnn_1_1_backend_options_1_1_var.xhtml#aba7f9d096eda6d34bc0c668ee44dd665">IsInt</a>())</div>
<div class="line"><a name="l00029"></a><span class="lineno"> 29</span>  {</div>
<div class="line"><a name="l00030"></a><span class="lineno"> 30</span>  <span class="keywordtype">int</span> v = value.<a class="code" href="classarmnn_1_1_backend_options_1_1_var.xhtml#ad0c302a166dc669426251446bca2748a">AsInt</a>();</div>
<div class="line"><a name="l00031"></a><span class="lineno"> 31</span>  <span class="keywordflow">if</span> (v > <span class="keyword">static_cast<</span><span class="keywordtype">int</span><span class="keyword">></span>(<a class="code" href="namespacearmnn.xhtml#a707090747256af276c389e0cf1cb0a9aafaf34f09ea1e93bfbf591e19dc0dfb9f">TuningLevel::Exhaustive</a>) ||</div>
<div class="line"><a name="l00032"></a><span class="lineno"> 32</span>  v < <span class="keyword">static_cast<</span><span class="keywordtype">int</span><span class="keyword">></span>(<a class="code" href="namespacearmnn.xhtml#a707090747256af276c389e0cf1cb0a9aa6adf97f83acf6453d4a6a4b1070f3754">TuningLevel::None</a>))</div>
<div class="line"><a name="l00033"></a><span class="lineno"> 33</span>  {</div>
<div class="line"><a name="l00034"></a><span class="lineno"> 34</span>  <a class="code" href="_logging_8hpp.xhtml#a7b6ad073975f437ec38ca7d20154727f">ARMNN_LOG</a>(<a class="code" href="namespacearmnn.xhtml#a4dc0adc6737b5944e7671bee71788407a7b83d3f08fa392b79e3f553b585971cd">warning</a>) << <span class="stringliteral">"Invalid GpuAcc tuning level ("</span><< v << <span class="stringliteral">") selected. "</span></div>
<div class="line"><a name="l00035"></a><span class="lineno"> 35</span>  <span class="stringliteral">"Using default("</span> << <span class="keyword">static_cast<</span><span class="keywordtype">int</span><span class="keyword">></span>(defaultValue) << <span class="stringliteral">")"</span>;</div>
<div class="line"><a name="l00036"></a><span class="lineno"> 36</span>  } <span class="keywordflow">else</span></div>
<div class="line"><a name="l00037"></a><span class="lineno"> 37</span>  {</div>
<div class="line"><a name="l00038"></a><span class="lineno"> 38</span>  <span class="keywordflow">return</span> <span class="keyword">static_cast<</span><a class="code" href="namespacearmnn.xhtml#a707090747256af276c389e0cf1cb0a9a">TuningLevel</a><span class="keyword">></span>(v);</div>
<div class="line"><a name="l00039"></a><span class="lineno"> 39</span>  }</div>
<div class="line"><a name="l00040"></a><span class="lineno"> 40</span>  }</div>
<div class="line"><a name="l00041"></a><span class="lineno"> 41</span>  <span class="keywordflow">return</span> defaultValue;</div>
<div class="line"><a name="l00042"></a><span class="lineno"> 42</span> }</div>
<div class="line"><a name="l00043"></a><span class="lineno"> 43</span>  </div>
<div class="line"><a name="l00044"></a><span class="lineno"><a class="line" href="namespacearmnn.xhtml#ab562537b5c1ef1e6cde9db9f5fa322bd"> 44</a></span> <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="namespacearmnn.xhtml#ab562537b5c1ef1e6cde9db9f5fa322bd">ConfigureTuner</a>(arm_compute::CLTuner &tuner, <a class="code" href="namespacearmnn.xhtml#a707090747256af276c389e0cf1cb0a9a">TuningLevel</a> level)</div>
<div class="line"><a name="l00045"></a><span class="lineno"> 45</span> {</div>
<div class="line"><a name="l00046"></a><span class="lineno"> 46</span>  tuner.set_tune_new_kernels(<span class="keyword">true</span>); <span class="comment">// Turn on tuning initially.</span></div>
<div class="line"><a name="l00047"></a><span class="lineno"> 47</span>  </div>
<div class="line"><a name="l00048"></a><span class="lineno"> 48</span>  <span class="keywordflow">switch</span> (level)</div>
<div class="line"><a name="l00049"></a><span class="lineno"> 49</span>  {</div>
<div class="line"><a name="l00050"></a><span class="lineno"> 50</span>  <span class="keywordflow">case</span> <a class="code" href="namespacearmnn.xhtml#a707090747256af276c389e0cf1cb0a9aab571ef5b2664270d25bea4f4b61ffe68">TuningLevel::Rapid</a>:</div>
<div class="line"><a name="l00051"></a><span class="lineno"> 51</span>  <a class="code" href="_logging_8hpp.xhtml#a7b6ad073975f437ec38ca7d20154727f">ARMNN_LOG</a>(<a class="code" href="namespacearmnn.xhtml#a4dc0adc6737b5944e7671bee71788407acaf9b6b99962bf5c2264824231d7a40c">info</a>) << <span class="stringliteral">"Gpu tuning is activated. TuningLevel: Rapid (1)"</span>;</div>
<div class="line"><a name="l00052"></a><span class="lineno"> 52</span>  tuner.set_tuner_mode(arm_compute::CLTunerMode::RAPID);</div>
<div class="line"><a name="l00053"></a><span class="lineno"> 53</span>  <span class="keywordflow">break</span>;</div>
<div class="line"><a name="l00054"></a><span class="lineno"> 54</span>  <span class="keywordflow">case</span> <a class="code" href="namespacearmnn.xhtml#a707090747256af276c389e0cf1cb0a9aa960b44c579bc2f6818d2daaf9e4c16f0">TuningLevel::Normal</a>:</div>
<div class="line"><a name="l00055"></a><span class="lineno"> 55</span>  <a class="code" href="_logging_8hpp.xhtml#a7b6ad073975f437ec38ca7d20154727f">ARMNN_LOG</a>(<a class="code" href="namespacearmnn.xhtml#a4dc0adc6737b5944e7671bee71788407acaf9b6b99962bf5c2264824231d7a40c">info</a>) << <span class="stringliteral">"Gpu tuning is activated. TuningLevel: Normal (2)"</span>;</div>
<div class="line"><a name="l00056"></a><span class="lineno"> 56</span>  tuner.set_tuner_mode(arm_compute::CLTunerMode::NORMAL);</div>
<div class="line"><a name="l00057"></a><span class="lineno"> 57</span>  <span class="keywordflow">break</span>;</div>
<div class="line"><a name="l00058"></a><span class="lineno"> 58</span>  <span class="keywordflow">case</span> <a class="code" href="namespacearmnn.xhtml#a707090747256af276c389e0cf1cb0a9aafaf34f09ea1e93bfbf591e19dc0dfb9f">TuningLevel::Exhaustive</a>:</div>
<div class="line"><a name="l00059"></a><span class="lineno"> 59</span>  <a class="code" href="_logging_8hpp.xhtml#a7b6ad073975f437ec38ca7d20154727f">ARMNN_LOG</a>(<a class="code" href="namespacearmnn.xhtml#a4dc0adc6737b5944e7671bee71788407acaf9b6b99962bf5c2264824231d7a40c">info</a>) << <span class="stringliteral">"Gpu tuning is activated. TuningLevel: Exhaustive (3)"</span>;</div>
<div class="line"><a name="l00060"></a><span class="lineno"> 60</span>  tuner.set_tuner_mode(arm_compute::CLTunerMode::EXHAUSTIVE);</div>
<div class="line"><a name="l00061"></a><span class="lineno"> 61</span>  <span class="keywordflow">break</span>;</div>
<div class="line"><a name="l00062"></a><span class="lineno"> 62</span>  <span class="keywordflow">case</span> <a class="code" href="namespacearmnn.xhtml#a707090747256af276c389e0cf1cb0a9aa6adf97f83acf6453d4a6a4b1070f3754">TuningLevel::None</a>:</div>
<div class="line"><a name="l00063"></a><span class="lineno"> 63</span>  <span class="keywordflow">default</span>:</div>
<div class="line"><a name="l00064"></a><span class="lineno"> 64</span>  tuner.set_tune_new_kernels(<span class="keyword">false</span>); <span class="comment">// Turn off tuning. Set to "use" only mode.</span></div>
<div class="line"><a name="l00065"></a><span class="lineno"> 65</span>  <span class="keywordflow">break</span>;</div>
<div class="line"><a name="l00066"></a><span class="lineno"> 66</span>  }</div>
<div class="line"><a name="l00067"></a><span class="lineno"> 67</span> }</div>
<div class="line"><a name="l00068"></a><span class="lineno"> 68</span>  </div>
<div class="line"><a name="l00069"></a><span class="lineno"><a class="line" href="classarmnn_1_1_cl_tuned_parameters.xhtml"> 69</a></span> <span class="keyword">class </span><a class="code" href="classarmnn_1_1_cl_tuned_parameters.xhtml">ClTunedParameters</a> : <span class="keyword">public</span> <a class="code" href="classarmnn_1_1_i_gpu_acc_tuned_parameters.xhtml">IGpuAccTunedParameters</a></div>
<div class="line"><a name="l00070"></a><span class="lineno"> 70</span> {</div>
<div class="line"><a name="l00071"></a><span class="lineno"> 71</span> <span class="keyword">public</span>:</div>
<div class="line"><a name="l00072"></a><span class="lineno"> 72</span>  <a class="code" href="classarmnn_1_1_cl_tuned_parameters.xhtml#afb848a2abd103a26d42c7abb45ff137f">ClTunedParameters</a>(<a class="code" href="classarmnn_1_1_i_gpu_acc_tuned_parameters.xhtml#a46c8a310cf4c094f8c80e1cb8dc1f911">IGpuAccTunedParameters::Mode</a> mode, <a class="code" href="classarmnn_1_1_i_gpu_acc_tuned_parameters.xhtml#a707090747256af276c389e0cf1cb0a9a">IGpuAccTunedParameters::TuningLevel</a> tuningLevel);</div>
<div class="line"><a name="l00073"></a><span class="lineno"> 73</span>  </div>
<div class="line"><a name="l00074"></a><span class="lineno"> 74</span>  <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classarmnn_1_1_cl_tuned_parameters.xhtml#a889d1f94053989d53d14a401d38cbe66">Load</a>(<span class="keyword">const</span> <span class="keywordtype">char</span>* filename);</div>
<div class="line"><a name="l00075"></a><span class="lineno"> 75</span>  <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classarmnn_1_1_cl_tuned_parameters.xhtml#abba27f4c1828aae6b0103bf1bc093f2c">Save</a>(<span class="keyword">const</span> <span class="keywordtype">char</span>* filename) <span class="keyword">const</span>;</div>
<div class="line"><a name="l00076"></a><span class="lineno"> 76</span>  </div>
<div class="line"><a name="l00077"></a><span class="lineno"><a class="line" href="classarmnn_1_1_cl_tuned_parameters.xhtml#a22f392e24a1f2155875e3063a7491e4d"> 77</a></span>  <a class="code" href="classarmnn_1_1_i_gpu_acc_tuned_parameters.xhtml#a46c8a310cf4c094f8c80e1cb8dc1f911">Mode</a> <a class="code" href="classarmnn_1_1_cl_tuned_parameters.xhtml#a22f392e24a1f2155875e3063a7491e4d">m_Mode</a>;</div>
<div class="line"><a name="l00078"></a><span class="lineno"><a class="line" href="classarmnn_1_1_cl_tuned_parameters.xhtml#ab277b661f23f9ff45b28027f47a126ef"> 78</a></span>  <a class="code" href="namespacearmnn.xhtml#a707090747256af276c389e0cf1cb0a9a">TuningLevel</a> <a class="code" href="classarmnn_1_1_cl_tuned_parameters.xhtml#ab277b661f23f9ff45b28027f47a126ef">m_TuningLevel</a>;</div>
<div class="line"><a name="l00079"></a><span class="lineno"> 79</span>  </div>
<div class="line"><a name="l00080"></a><span class="lineno"><a class="line" href="classarmnn_1_1_cl_tuned_parameters.xhtml#af6747d9aa587bd8b4ded70fbdcbe1d4a"> 80</a></span>  arm_compute::CLTuner <a class="code" href="classarmnn_1_1_cl_tuned_parameters.xhtml#af6747d9aa587bd8b4ded70fbdcbe1d4a">m_Tuner</a>;</div>
<div class="line"><a name="l00081"></a><span class="lineno"><a class="line" href="classarmnn_1_1_cl_tuned_parameters.xhtml#a62ba3e64c27e46626d23ac9248f8b5fe"> 81</a></span>  arm_compute::CLGEMMHeuristicsHandle <a class="code" href="classarmnn_1_1_cl_tuned_parameters.xhtml#a62ba3e64c27e46626d23ac9248f8b5fe">m_HeuristicsHandle</a>;</div>
<div class="line"><a name="l00082"></a><span class="lineno"> 82</span> };</div>
<div class="line"><a name="l00083"></a><span class="lineno"> 83</span>  </div>
<div class="line"><a name="l00084"></a><span class="lineno"> 84</span> }</div>
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<div class="ttc" id="aclassarmnn_1_1_cl_tuned_parameters_xhtml_ab277b661f23f9ff45b28027f47a126ef"><div class="ttname"><a href="classarmnn_1_1_cl_tuned_parameters.xhtml#ab277b661f23f9ff45b28027f47a126ef">armnn::ClTunedParameters::m_TuningLevel</a></div><div class="ttdeci">TuningLevel m_TuningLevel</div><div class="ttdef"><b>Definition:</b> <a href="_arm_compute_tuning_utils_8hpp_source.xhtml#l00078">ArmComputeTuningUtils.hpp:78</a></div></div>
<div class="ttc" id="aclassarmnn_1_1_cl_tuned_parameters_xhtml_a22f392e24a1f2155875e3063a7491e4d"><div class="ttname"><a href="classarmnn_1_1_cl_tuned_parameters.xhtml#a22f392e24a1f2155875e3063a7491e4d">armnn::ClTunedParameters::m_Mode</a></div><div class="ttdeci">Mode m_Mode</div><div class="ttdef"><b>Definition:</b> <a href="_arm_compute_tuning_utils_8hpp_source.xhtml#l00077">ArmComputeTuningUtils.hpp:77</a></div></div>
<div class="ttc" id="anamespacearmnn_xhtml_a707090747256af276c389e0cf1cb0a9aa6adf97f83acf6453d4a6a4b1070f3754"><div class="ttname"><a href="namespacearmnn.xhtml#a707090747256af276c389e0cf1cb0a9aa6adf97f83acf6453d4a6a4b1070f3754">armnn::TuningLevel::None</a></div><div class="ttdeci">@ None</div></div>
<div class="ttc" id="aclassarmnn_1_1_i_gpu_acc_tuned_parameters_xhtml"><div class="ttname"><a href="classarmnn_1_1_i_gpu_acc_tuned_parameters.xhtml">armnn::IGpuAccTunedParameters</a></div><div class="ttdoc">Manages a set of GpuAcc parameters which have been tuned for maximum performance.</div><div class="ttdef"><b>Definition:</b> <a href="_i_runtime_8hpp_source.xhtml#l00320">IRuntime.hpp:320</a></div></div>
<div class="ttc" id="aclassarmnn_1_1_backend_options_1_1_var_xhtml_aba7f9d096eda6d34bc0c668ee44dd665"><div class="ttname"><a href="classarmnn_1_1_backend_options_1_1_var.xhtml#aba7f9d096eda6d34bc0c668ee44dd665">armnn::BackendOptions::Var::IsInt</a></div><div class="ttdeci">bool IsInt() const</div><div class="ttdef"><b>Definition:</b> <a href="_backend_options_8hpp_source.xhtml#l00113">BackendOptions.hpp:113</a></div></div>
<div class="ttc" id="anamespacearmnn_xhtml_a707090747256af276c389e0cf1cb0a9aab571ef5b2664270d25bea4f4b61ffe68"><div class="ttname"><a href="namespacearmnn.xhtml#a707090747256af276c389e0cf1cb0a9aab571ef5b2664270d25bea4f4b61ffe68">armnn::TuningLevel::Rapid</a></div><div class="ttdeci">@ Rapid</div></div>
<div class="ttc" id="anamespacearmnn_xhtml_ab562537b5c1ef1e6cde9db9f5fa322bd"><div class="ttname"><a href="namespacearmnn.xhtml#ab562537b5c1ef1e6cde9db9f5fa322bd">armnn::ConfigureTuner</a></div><div class="ttdeci">void ConfigureTuner(arm_compute::CLTuner &tuner, TuningLevel level)</div><div class="ttdef"><b>Definition:</b> <a href="_arm_compute_tuning_utils_8hpp_source.xhtml#l00044">ArmComputeTuningUtils.hpp:44</a></div></div>
<div class="ttc" id="aclassarmnn_1_1_cl_tuned_parameters_xhtml"><div class="ttname"><a href="classarmnn_1_1_cl_tuned_parameters.xhtml">armnn::ClTunedParameters</a></div><div class="ttdef"><b>Definition:</b> <a href="_arm_compute_tuning_utils_8hpp_source.xhtml#l00069">ArmComputeTuningUtils.hpp:69</a></div></div>
<div class="ttc" id="a_logging_8hpp_xhtml_a7b6ad073975f437ec38ca7d20154727f"><div class="ttname"><a href="_logging_8hpp.xhtml#a7b6ad073975f437ec38ca7d20154727f">ARMNN_LOG</a></div><div class="ttdeci">#define ARMNN_LOG(severity)</div><div class="ttdef"><b>Definition:</b> <a href="_logging_8hpp_source.xhtml#l00212">Logging.hpp:212</a></div></div>
<div class="ttc" id="aclassarmnn_1_1_i_gpu_acc_tuned_parameters_xhtml_a46c8a310cf4c094f8c80e1cb8dc1f911"><div class="ttname"><a href="classarmnn_1_1_i_gpu_acc_tuned_parameters.xhtml#a46c8a310cf4c094f8c80e1cb8dc1f911">armnn::IGpuAccTunedParameters::Mode</a></div><div class="ttdeci">Mode</div><div class="ttdef"><b>Definition:</b> <a href="_i_runtime_8hpp_source.xhtml#l00323">IRuntime.hpp:323</a></div></div>
<div class="ttc" id="anamespacearmnn_xhtml"><div class="ttname"><a href="namespacearmnn.xhtml">armnn</a></div><div class="ttdoc">Copyright (c) 2021 ARM Limited and Contributors.</div><div class="ttdef"><b>Definition:</b> <a href="01__00__quick__start_8dox_source.xhtml#l00006">01_00_quick_start.dox:6</a></div></div>
<div class="ttc" id="anamespacearmnn_xhtml_a4dc0adc6737b5944e7671bee71788407a7b83d3f08fa392b79e3f553b585971cd"><div class="ttname"><a href="namespacearmnn.xhtml#a4dc0adc6737b5944e7671bee71788407a7b83d3f08fa392b79e3f553b585971cd">armnn::BoostLogSeverityMapping::warning</a></div><div class="ttdeci">@ warning</div></div>
<div class="ttc" id="aclassarmnn_1_1_cl_tuned_parameters_xhtml_abba27f4c1828aae6b0103bf1bc093f2c"><div class="ttname"><a href="classarmnn_1_1_cl_tuned_parameters.xhtml#abba27f4c1828aae6b0103bf1bc093f2c">armnn::ClTunedParameters::Save</a></div><div class="ttdeci">virtual void Save(const char *filename) const</div><div class="ttdoc">Saves the current set of tuned parameters to the given file.</div><div class="ttdef"><b>Definition:</b> <a href="_arm_compute_tuning_utils_8cpp_source.xhtml#l00048">ArmComputeTuningUtils.cpp:48</a></div></div>
<div class="ttc" id="aclassarmnn_1_1_cl_tuned_parameters_xhtml_afb848a2abd103a26d42c7abb45ff137f"><div class="ttname"><a href="classarmnn_1_1_cl_tuned_parameters.xhtml#afb848a2abd103a26d42c7abb45ff137f">armnn::ClTunedParameters::ClTunedParameters</a></div><div class="ttdeci">ClTunedParameters(IGpuAccTunedParameters::Mode mode, IGpuAccTunedParameters::TuningLevel tuningLevel)</div><div class="ttdef"><b>Definition:</b> <a href="_arm_compute_tuning_utils_8cpp_source.xhtml#l00028">ArmComputeTuningUtils.cpp:28</a></div></div>
<div class="ttc" id="aclassarmnn_1_1_i_gpu_acc_tuned_parameters_xhtml_a707090747256af276c389e0cf1cb0a9a"><div class="ttname"><a href="classarmnn_1_1_i_gpu_acc_tuned_parameters.xhtml#a707090747256af276c389e0cf1cb0a9a">armnn::IGpuAccTunedParameters::TuningLevel</a></div><div class="ttdeci">TuningLevel</div><div class="ttdef"><b>Definition:</b> <a href="_i_runtime_8hpp_source.xhtml#l00329">IRuntime.hpp:329</a></div></div>
<div class="ttc" id="aclassarmnn_1_1_cl_tuned_parameters_xhtml_a62ba3e64c27e46626d23ac9248f8b5fe"><div class="ttname"><a href="classarmnn_1_1_cl_tuned_parameters.xhtml#a62ba3e64c27e46626d23ac9248f8b5fe">armnn::ClTunedParameters::m_HeuristicsHandle</a></div><div class="ttdeci">arm_compute::CLGEMMHeuristicsHandle m_HeuristicsHandle</div><div class="ttdef"><b>Definition:</b> <a href="_arm_compute_tuning_utils_8hpp_source.xhtml#l00081">ArmComputeTuningUtils.hpp:81</a></div></div>
<div class="ttc" id="anamespacearmnn_xhtml_a707090747256af276c389e0cf1cb0a9a"><div class="ttname"><a href="namespacearmnn.xhtml#a707090747256af276c389e0cf1cb0a9a">armnn::TuningLevel</a></div><div class="ttdeci">TuningLevel</div><div class="ttdef"><b>Definition:</b> <a href="_arm_compute_tuning_utils_8hpp_source.xhtml#l00018">ArmComputeTuningUtils.hpp:18</a></div></div>
<div class="ttc" id="anamespacearmnn_xhtml_a707090747256af276c389e0cf1cb0a9aafaf34f09ea1e93bfbf591e19dc0dfb9f"><div class="ttname"><a href="namespacearmnn.xhtml#a707090747256af276c389e0cf1cb0a9aafaf34f09ea1e93bfbf591e19dc0dfb9f">armnn::TuningLevel::Exhaustive</a></div><div class="ttdeci">@ Exhaustive</div></div>
<div class="ttc" id="aclassarmnn_1_1_backend_options_1_1_var_xhtml_ad0c302a166dc669426251446bca2748a"><div class="ttname"><a href="classarmnn_1_1_backend_options_1_1_var.xhtml#ad0c302a166dc669426251446bca2748a">armnn::BackendOptions::Var::AsInt</a></div><div class="ttdeci">int AsInt() const</div><div class="ttdef"><b>Definition:</b> <a href="_backend_options_8hpp_source.xhtml#l00120">BackendOptions.hpp:120</a></div></div>
<div class="ttc" id="a_i_runtime_8hpp_xhtml"><div class="ttname"><a href="_i_runtime_8hpp.xhtml">IRuntime.hpp</a></div></div>
<div class="ttc" id="anamespacearmnn_xhtml_a707090747256af276c389e0cf1cb0a9aa960b44c579bc2f6818d2daaf9e4c16f0"><div class="ttname"><a href="namespacearmnn.xhtml#a707090747256af276c389e0cf1cb0a9aa960b44c579bc2f6818d2daaf9e4c16f0">armnn::TuningLevel::Normal</a></div><div class="ttdeci">@ Normal</div></div>
<div class="ttc" id="aclassarmnn_1_1_cl_tuned_parameters_xhtml_a889d1f94053989d53d14a401d38cbe66"><div class="ttname"><a href="classarmnn_1_1_cl_tuned_parameters.xhtml#a889d1f94053989d53d14a401d38cbe66">armnn::ClTunedParameters::Load</a></div><div class="ttdeci">virtual void Load(const char *filename)</div><div class="ttdoc">Loads an existing set of tuned parameters from the given file.</div><div class="ttdef"><b>Definition:</b> <a href="_arm_compute_tuning_utils_8cpp_source.xhtml#l00036">ArmComputeTuningUtils.cpp:36</a></div></div>
<div class="ttc" id="aclassarmnn_1_1_cl_tuned_parameters_xhtml_af6747d9aa587bd8b4ded70fbdcbe1d4a"><div class="ttname"><a href="classarmnn_1_1_cl_tuned_parameters.xhtml#af6747d9aa587bd8b4ded70fbdcbe1d4a">armnn::ClTunedParameters::m_Tuner</a></div><div class="ttdeci">arm_compute::CLTuner m_Tuner</div><div class="ttdef"><b>Definition:</b> <a href="_arm_compute_tuning_utils_8hpp_source.xhtml#l00080">ArmComputeTuningUtils.hpp:80</a></div></div>
<div class="ttc" id="a_logging_8hpp_xhtml"><div class="ttname"><a href="_logging_8hpp.xhtml">Logging.hpp</a></div></div>
<div class="ttc" id="a_backend_options_8hpp_xhtml"><div class="ttname"><a href="_backend_options_8hpp.xhtml">BackendOptions.hpp</a></div></div>
<div class="ttc" id="aclassarmnn_1_1_backend_options_1_1_var_xhtml"><div class="ttname"><a href="classarmnn_1_1_backend_options_1_1_var.xhtml">armnn::BackendOptions::Var</a></div><div class="ttdoc">Very basic type safe variant.</div><div class="ttdef"><b>Definition:</b> <a href="_backend_options_8hpp_source.xhtml#l00038">BackendOptions.hpp:38</a></div></div>
<div class="ttc" id="anamespacearmnn_xhtml_a3ca05ac77af0a0444ff34c1319094f6d"><div class="ttname"><a href="namespacearmnn.xhtml#a3ca05ac77af0a0444ff34c1319094f6d">armnn::ParseTuningLevel</a></div><div class="ttdeci">TuningLevel ParseTuningLevel(const BackendOptions::Var &value, TuningLevel defaultValue)</div><div class="ttdef"><b>Definition:</b> <a href="_arm_compute_tuning_utils_8hpp_source.xhtml#l00026">ArmComputeTuningUtils.hpp:26</a></div></div>
<div class="ttc" id="anamespacearmnn_xhtml_a4dc0adc6737b5944e7671bee71788407acaf9b6b99962bf5c2264824231d7a40c"><div class="ttname"><a href="namespacearmnn.xhtml#a4dc0adc6737b5944e7671bee71788407acaf9b6b99962bf5c2264824231d7a40c">armnn::BoostLogSeverityMapping::info</a></div><div class="ttdeci">@ info</div></div>
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