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+<a href="_tf_lite_mobile_net_ssd-_armnn_8cpp.xhtml">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno">    1</span>&#160;<span class="comment">//</span></div><div class="line"><a name="l00002"></a><span class="lineno">    2</span>&#160;<span class="comment">// Copyright © 2017 Arm Ltd. All rights reserved.</span></div><div class="line"><a name="l00003"></a><span class="lineno">    3</span>&#160;<span class="comment">// SPDX-License-Identifier: MIT</span></div><div class="line"><a name="l00004"></a><span class="lineno">    4</span>&#160;<span class="comment">//</span></div><div class="line"><a name="l00005"></a><span class="lineno">    5</span>&#160;<span class="preprocessor">#include &quot;../MobileNetSsdInferenceTest.hpp&quot;</span></div><div class="line"><a name="l00006"></a><span class="lineno">    6</span>&#160;</div><div class="line"><a name="l00007"></a><span class="lineno">    7</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="_i_tf_lite_parser_8hpp.xhtml">armnnTfLiteParser/ITfLiteParser.hpp</a>&quot;</span></div><div class="line"><a name="l00008"></a><span class="lineno">    8</span>&#160;</div><div class="line"><a name="l00009"></a><span class="lineno">    9</span>&#160;<span class="preprocessor">#include &lt;algorithm&gt;</span></div><div class="line"><a name="l00010"></a><span class="lineno">   10</span>&#160;<span class="preprocessor">#include &lt;iterator&gt;</span></div><div class="line"><a name="l00011"></a><span class="lineno">   11</span>&#160;</div><div class="line"><a name="l00012"></a><span class="lineno">   12</span>&#160;<span class="keyword">using namespace </span><a class="code" href="namespacearmnn_tf_lite_parser.xhtml">armnnTfLiteParser</a>;</div><div class="line"><a name="l00013"></a><span class="lineno">   13</span>&#160;</div><div class="line"><a name="l00014"></a><span class="lineno"><a class="line" href="_tf_lite_mobile_net_ssd-_armnn_8cpp.xhtml#a0ddf1224851353fc92bfbff6f499fa97">   14</a></span>&#160;<span class="keywordtype">int</span> <a class="code" href="_tf_lite_mobile_net_ssd-_armnn_8cpp.xhtml#a0ddf1224851353fc92bfbff6f499fa97">main</a>(<span class="keywordtype">int</span> argc, <span class="keywordtype">char</span>* argv[])</div><div class="line"><a name="l00015"></a><span class="lineno">   15</span>&#160;{</div><div class="line"><a name="l00016"></a><span class="lineno">   16</span>&#160;    <span class="keywordtype">int</span> retVal = EXIT_FAILURE;</div><div class="line"><a name="l00017"></a><span class="lineno">   17</span>&#160;    <span class="keywordflow">try</span></div><div class="line"><a name="l00018"></a><span class="lineno">   18</span>&#160;    {</div><div class="line"><a name="l00019"></a><span class="lineno">   19</span>&#160;        <span class="keyword">using</span> <a class="code" href="namespacearmnn.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6">DataType</a> = float;</div><div class="line"><a name="l00020"></a><span class="lineno">   20</span>&#160;        <span class="keyword">using</span> Parser   = <a class="code" href="classarmnn_tf_lite_parser_1_1_i_tf_lite_parser.xhtml">armnnTfLiteParser::ITfLiteParser</a>;</div><div class="line"><a name="l00021"></a><span class="lineno">   21</span>&#160;        <span class="keyword">using</span> Model    = <a class="code" href="class_inference_model.xhtml">InferenceModel&lt;Parser, DataType&gt;</a>;</div><div class="line"><a name="l00022"></a><span class="lineno">   22</span>&#160;</div><div class="line"><a name="l00023"></a><span class="lineno">   23</span>&#160;        <a class="code" href="classarmnn_1_1_tensor_shape.xhtml">armnn::TensorShape</a> inputTensorShape({ 1, 300, 300, 3  });</div><div class="line"><a name="l00024"></a><span class="lineno">   24</span>&#160;</div><div class="line"><a name="l00025"></a><span class="lineno">   25</span>&#160;        std::vector&lt;const char*&gt; inputLayerNames  =</div><div class="line"><a name="l00026"></a><span class="lineno">   26</span>&#160;        {</div><div class="line"><a name="l00027"></a><span class="lineno">   27</span>&#160;            <span class="stringliteral">&quot;normalized_input_image_tensor&quot;</span></div><div class="line"><a name="l00028"></a><span class="lineno">   28</span>&#160;        };</div><div class="line"><a name="l00029"></a><span class="lineno">   29</span>&#160;</div><div class="line"><a name="l00030"></a><span class="lineno">   30</span>&#160;        std::vector&lt;const char*&gt; outputLayerNames =</div><div class="line"><a name="l00031"></a><span class="lineno">   31</span>&#160;        {</div><div class="line"><a name="l00032"></a><span class="lineno">   32</span>&#160;            <span class="stringliteral">&quot;TFLite_Detection_PostProcess&quot;</span>,</div><div class="line"><a name="l00033"></a><span class="lineno">   33</span>&#160;            <span class="stringliteral">&quot;TFLite_Detection_PostProcess:1&quot;</span>,</div><div class="line"><a name="l00034"></a><span class="lineno">   34</span>&#160;            <span class="stringliteral">&quot;TFLite_Detection_PostProcess:2&quot;</span>,</div><div class="line"><a name="l00035"></a><span class="lineno">   35</span>&#160;            <span class="stringliteral">&quot;TFLite_Detection_PostProcess:3&quot;</span></div><div class="line"><a name="l00036"></a><span class="lineno">   36</span>&#160;        };</div><div class="line"><a name="l00037"></a><span class="lineno">   37</span>&#160;</div><div class="line"><a name="l00038"></a><span class="lineno">   38</span>&#160;        retVal = <a class="code" href="namespacearmnn_1_1test.xhtml#a7ad751ee33bdcba0656fdb6e98eb17f1">InferenceTestMain</a>(argc, argv, { 0 },</div><div class="line"><a name="l00039"></a><span class="lineno">   39</span>&#160;            [&amp;inputTensorShape, inputLayerNames, outputLayerNames]()</div><div class="line"><a name="l00040"></a><span class="lineno">   40</span>&#160;            {</div><div class="line"><a name="l00041"></a><span class="lineno">   41</span>&#160;                <span class="keywordflow">return</span> make_unique&lt;MobileNetSsdTestCaseProvider&lt;Model&gt;&gt;(</div><div class="line"><a name="l00042"></a><span class="lineno">   42</span>&#160;                    [&amp;]</div><div class="line"><a name="l00043"></a><span class="lineno">   43</span>&#160;                    (<span class="keyword">const</span> <a class="code" href="structarmnn_1_1test_1_1_inference_test_options.xhtml">InferenceTestOptions</a>&amp; commonOptions,</div><div class="line"><a name="l00044"></a><span class="lineno">   44</span>&#160;                     <span class="keyword">typename</span> Model::CommandLineOptions modelOptions)</div><div class="line"><a name="l00045"></a><span class="lineno">   45</span>&#160;                    {</div><div class="line"><a name="l00046"></a><span class="lineno">   46</span>&#160;                        <span class="keywordflow">if</span> (!<a class="code" href="namespacearmnn_1_1test.xhtml#a8a678fb3a8864e31aeb77f857ae6fc43">ValidateDirectory</a>(modelOptions.m_ModelDir))</div><div class="line"><a name="l00047"></a><span class="lineno">   47</span>&#160;                        {</div><div class="line"><a name="l00048"></a><span class="lineno">   48</span>&#160;                            <span class="keywordflow">return</span> std::unique_ptr&lt;Model&gt;();</div><div class="line"><a name="l00049"></a><span class="lineno">   49</span>&#160;                        }</div><div class="line"><a name="l00050"></a><span class="lineno">   50</span>&#160;</div><div class="line"><a name="l00051"></a><span class="lineno">   51</span>&#160;                        <span class="keyword">typename</span> Model::Params modelParams;</div><div class="line"><a name="l00052"></a><span class="lineno">   52</span>&#160;                        modelParams.m_ModelPath =</div><div class="line"><a name="l00053"></a><span class="lineno">   53</span>&#160;                            modelOptions.m_ModelDir + <span class="stringliteral">&quot;ssd_mobilenet_v1.tflite&quot;</span>;</div><div class="line"><a name="l00054"></a><span class="lineno">   54</span>&#160;</div><div class="line"><a name="l00055"></a><span class="lineno">   55</span>&#160;                        std::copy(inputLayerNames.begin(), inputLayerNames.end(),</div><div class="line"><a name="l00056"></a><span class="lineno">   56</span>&#160;                                  std::back_inserter(modelParams.m_InputBindings));</div><div class="line"><a name="l00057"></a><span class="lineno">   57</span>&#160;</div><div class="line"><a name="l00058"></a><span class="lineno">   58</span>&#160;                        std::copy(outputLayerNames.begin(), outputLayerNames.end(),</div><div class="line"><a name="l00059"></a><span class="lineno">   59</span>&#160;                                  std::back_inserter(modelParams.m_OutputBindings));</div><div class="line"><a name="l00060"></a><span class="lineno">   60</span>&#160;</div><div class="line"><a name="l00061"></a><span class="lineno">   61</span>&#160;                        modelParams.m_InputShapes                    = { inputTensorShape };</div><div class="line"><a name="l00062"></a><span class="lineno">   62</span>&#160;                        modelParams.m_IsModelBinary                  = <span class="keyword">true</span>;</div><div class="line"><a name="l00063"></a><span class="lineno">   63</span>&#160;                        modelParams.m_ComputeDevices                 = modelOptions.GetComputeDevicesAsBackendIds();</div><div class="line"><a name="l00064"></a><span class="lineno">   64</span>&#160;                        modelParams.m_VisualizePostOptimizationModel = modelOptions.m_VisualizePostOptimizationModel;</div><div class="line"><a name="l00065"></a><span class="lineno">   65</span>&#160;                        modelParams.m_EnableFp16TurboMode            = modelOptions.m_EnableFp16TurboMode;</div><div class="line"><a name="l00066"></a><span class="lineno">   66</span>&#160;</div><div class="line"><a name="l00067"></a><span class="lineno">   67</span>&#160;                        <span class="keywordflow">return</span> std::make_unique&lt;Model&gt;(modelParams,</div><div class="line"><a name="l00068"></a><span class="lineno">   68</span>&#160;                                                       commonOptions.m_EnableProfiling,</div><div class="line"><a name="l00069"></a><span class="lineno">   69</span>&#160;                                                       commonOptions.m_DynamicBackendsPath);</div><div class="line"><a name="l00070"></a><span class="lineno">   70</span>&#160;                });</div><div class="line"><a name="l00071"></a><span class="lineno">   71</span>&#160;            });</div><div class="line"><a name="l00072"></a><span class="lineno">   72</span>&#160;    }</div><div class="line"><a name="l00073"></a><span class="lineno">   73</span>&#160;    <span class="keywordflow">catch</span> (<span class="keyword">const</span> std::exception&amp; e)</div><div class="line"><a name="l00074"></a><span class="lineno">   74</span>&#160;    {</div><div class="line"><a name="l00075"></a><span class="lineno">   75</span>&#160;        std::cerr &lt;&lt; <span class="stringliteral">&quot;WARNING: &quot;</span> &lt;&lt; *argv &lt;&lt; <span class="stringliteral">&quot;: An error has occurred when running &quot;</span></div><div class="line"><a name="l00076"></a><span class="lineno">   76</span>&#160;                     <span class="stringliteral">&quot;the classifier inference tests: &quot;</span> &lt;&lt; e.what() &lt;&lt; std::endl;</div><div class="line"><a name="l00077"></a><span class="lineno">   77</span>&#160;    }</div><div class="line"><a name="l00078"></a><span class="lineno">   78</span>&#160;    <span class="keywordflow">return</span> retVal;</div><div class="line"><a name="l00079"></a><span class="lineno">   79</span>&#160;}</div><div class="ttc" id="structarmnn_1_1test_1_1_inference_test_options_xhtml"><div class="ttname"><a href="structarmnn_1_1test_1_1_inference_test_options.xhtml">armnn::test::InferenceTestOptions</a></div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_8hpp_source.xhtml#l00056">InferenceTest.hpp:56</a></div></div>
+<div class="ttc" id="class_inference_model_xhtml"><div class="ttname"><a href="class_inference_model.xhtml">InferenceModel</a></div><div class="ttdef"><b>Definition:</b> <a href="_inference_model_8hpp_source.xhtml#l00316">InferenceModel.hpp:316</a></div></div>
+<div class="ttc" id="classarmnn_tf_lite_parser_1_1_i_tf_lite_parser_xhtml"><div class="ttname"><a href="classarmnn_tf_lite_parser_1_1_i_tf_lite_parser.xhtml">armnnTfLiteParser::ITfLiteParser</a></div><div class="ttdef"><b>Definition:</b> <a href="_i_tf_lite_parser_8hpp_source.xhtml#l00025">ITfLiteParser.hpp:25</a></div></div>
+<div class="ttc" id="classarmnn_1_1_tensor_shape_xhtml"><div class="ttname"><a href="classarmnn_1_1_tensor_shape.xhtml">armnn::TensorShape</a></div><div class="ttdef"><b>Definition:</b> <a href="_tensor_8hpp_source.xhtml#l00020">Tensor.hpp:20</a></div></div>
+<div class="ttc" id="_i_tf_lite_parser_8hpp_xhtml"><div class="ttname"><a href="_i_tf_lite_parser_8hpp.xhtml">ITfLiteParser.hpp</a></div></div>
+<div class="ttc" id="namespacearmnn_xhtml_ad8ed01ff3ff33333d8e19db4d2818bb6"><div class="ttname"><a href="namespacearmnn.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6">armnn::DataType</a></div><div class="ttdeci">DataType</div><div class="ttdef"><b>Definition:</b> <a href="_types_8hpp_source.xhtml#l00032">Types.hpp:32</a></div></div>
+<div class="ttc" id="_tf_lite_mobile_net_ssd-_armnn_8cpp_xhtml_a0ddf1224851353fc92bfbff6f499fa97"><div class="ttname"><a href="_tf_lite_mobile_net_ssd-_armnn_8cpp.xhtml#a0ddf1224851353fc92bfbff6f499fa97">main</a></div><div class="ttdeci">int main(int argc, char *argv[])</div><div class="ttdef"><b>Definition:</b> <a href="_tf_lite_mobile_net_ssd-_armnn_8cpp_source.xhtml#l00014">TfLiteMobileNetSsd-Armnn.cpp:14</a></div></div>
+<div class="ttc" id="namespacearmnn_1_1test_xhtml_a8a678fb3a8864e31aeb77f857ae6fc43"><div class="ttname"><a href="namespacearmnn_1_1test.xhtml#a8a678fb3a8864e31aeb77f857ae6fc43">armnn::test::ValidateDirectory</a></div><div class="ttdeci">bool ValidateDirectory(std::string &amp;dir)</div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_8cpp_source.xhtml#l00092">InferenceTest.cpp:92</a></div></div>
+<div class="ttc" id="namespacearmnn_tf_lite_parser_xhtml"><div class="ttname"><a href="namespacearmnn_tf_lite_parser.xhtml">armnnTfLiteParser</a></div><div class="ttdef"><b>Definition:</b> <a href="_i_tf_lite_parser_8hpp_source.xhtml#l00017">ITfLiteParser.hpp:17</a></div></div>
+<div class="ttc" id="namespacearmnn_1_1test_xhtml_a7ad751ee33bdcba0656fdb6e98eb17f1"><div class="ttname"><a href="namespacearmnn_1_1test.xhtml#a7ad751ee33bdcba0656fdb6e98eb17f1">armnn::test::InferenceTestMain</a></div><div class="ttdeci">int InferenceTestMain(int argc, char *argv[], const std::vector&lt; unsigned int &gt; &amp;defaultTestCaseIds, TConstructTestCaseProvider constructTestCaseProvider)</div><div class="ttdef"><b>Definition:</b> <a href="_inference_test_8inl_source.xhtml#l00301">InferenceTest.inl:301</a></div></div>
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