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+<a href="_parser_prototxt_fixture_8hpp.html">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;</div><div class="line"><a name="l00006"></a><span class="lineno">    6</span>&#160;<span class="preprocessor">#pragma once</span></div><div class="line"><a name="l00007"></a><span class="lineno">    7</span>&#160;</div><div class="line"><a name="l00008"></a><span class="lineno">    8</span>&#160;<span class="preprocessor">#include &lt;<a class="code" href="_i_runtime_8hpp.html">armnn/IRuntime.hpp</a>&gt;</span></div><div class="line"><a name="l00009"></a><span class="lineno">    9</span>&#160;</div><div class="line"><a name="l00010"></a><span class="lineno">   10</span>&#160;<span class="preprocessor">#include &lt;<a class="code" href="_tensor_helpers_8hpp.html">test/TensorHelpers.hpp</a>&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="preprocessor">#include &lt;<a class="code" href="_network_8hpp.html">Network.hpp</a>&gt;</span></div><div class="line"><a name="l00013"></a><span class="lineno">   13</span>&#160;<span class="preprocessor">#include &lt;<a class="code" href="_verification_helpers_8hpp.html">VerificationHelpers.hpp</a>&gt;</span></div><div class="line"><a name="l00014"></a><span class="lineno">   14</span>&#160;</div><div class="line"><a name="l00015"></a><span class="lineno">   15</span>&#160;<span class="preprocessor">#include &lt;boost/format.hpp&gt;</span></div><div class="line"><a name="l00016"></a><span class="lineno">   16</span>&#160;</div><div class="line"><a name="l00017"></a><span class="lineno">   17</span>&#160;<span class="preprocessor">#include &lt;iomanip&gt;</span></div><div class="line"><a name="l00018"></a><span class="lineno">   18</span>&#160;<span class="preprocessor">#include &lt;string&gt;</span></div><div class="line"><a name="l00019"></a><span class="lineno">   19</span>&#160;</div><div class="line"><a name="l00020"></a><span class="lineno">   20</span>&#160;<span class="keyword">namespace </span><a class="code" href="namespacearmnn_utils.html">armnnUtils</a></div><div class="line"><a name="l00021"></a><span class="lineno">   21</span>&#160;{</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;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> TParser&gt;</div><div class="line"><a name="l00024"></a><span class="lineno"><a class="line" href="structarmnn_utils_1_1_parser_prototxt_fixture.html">   24</a></span>&#160;<span class="keyword">struct </span><a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html">ParserPrototxtFixture</a></div><div class="line"><a name="l00025"></a><span class="lineno">   25</span>&#160;{</div><div class="line"><a name="l00026"></a><span class="lineno"><a class="line" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a5c8880d78e094c184ccdbb5a32ec257a">   26</a></span>&#160;    <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a5c8880d78e094c184ccdbb5a32ec257a">ParserPrototxtFixture</a>()</div><div class="line"><a name="l00027"></a><span class="lineno">   27</span>&#160;        : <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a8d1364ba09a94795405d6f70c11a79b8">m_Parser</a>(TParser::Create())</div><div class="line"><a name="l00028"></a><span class="lineno">   28</span>&#160;        , <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#aefd699eb0838261fbe9770d511f63f24">m_Runtime</a>(<a class="code" href="namespacearmnn.html">armnn</a>::<a class="code" href="classarmnn_1_1_i_runtime.html">IRuntime</a>::Create(<a class="code" href="namespacearmnn.html">armnn</a>::<a class="code" href="classarmnn_1_1_i_runtime.html">IRuntime</a>::CreationOptions()))</div><div class="line"><a name="l00029"></a><span class="lineno">   29</span>&#160;        , <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a0b81fa34e5ca505b9880755f702fafe7">m_NetworkIdentifier</a>(-1)</div><div class="line"><a name="l00030"></a><span class="lineno">   30</span>&#160;    {</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;</div><div class="line"><a name="l00035"></a><span class="lineno">   35</span>&#160;    <span class="keywordtype">void</span> <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a2bb4ea256fbbf6d53068ca93bb4bc95c">SetupSingleInputSingleOutput</a>(<span class="keyword">const</span> std::string&amp; inputName, <span class="keyword">const</span> std::string&amp; outputName);</div><div class="line"><a name="l00036"></a><span class="lineno">   36</span>&#160;    <span class="keywordtype">void</span> <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a2bb4ea256fbbf6d53068ca93bb4bc95c">SetupSingleInputSingleOutput</a>(<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_tensor_shape.html">armnn::TensorShape</a>&amp; inputTensorShape,</div><div class="line"><a name="l00037"></a><span class="lineno">   37</span>&#160;        <span class="keyword">const</span> std::string&amp; inputName,</div><div class="line"><a name="l00038"></a><span class="lineno">   38</span>&#160;        <span class="keyword">const</span> std::string&amp; outputName);</div><div class="line"><a name="l00039"></a><span class="lineno">   39</span>&#160;    <span class="keywordtype">void</span> <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a2bb4ea256fbbf6d53068ca93bb4bc95c">SetupSingleInputSingleOutput</a>(<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_tensor_shape.html">armnn::TensorShape</a>&amp; inputTensorShape,</div><div class="line"><a name="l00040"></a><span class="lineno">   40</span>&#160;                                      <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_tensor_shape.html">armnn::TensorShape</a>&amp; outputTensorShape,</div><div class="line"><a name="l00041"></a><span class="lineno">   41</span>&#160;                                      <span class="keyword">const</span> std::string&amp; inputName,</div><div class="line"><a name="l00042"></a><span class="lineno">   42</span>&#160;                                      <span class="keyword">const</span> std::string&amp; outputName);</div><div class="line"><a name="l00043"></a><span class="lineno">   43</span>&#160;    <span class="keywordtype">void</span> <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a769404f2985a027a0d626fedfd4de1e9">Setup</a>(<span class="keyword">const</span> std::map&lt;std::string, armnn::TensorShape&gt;&amp; inputShapes,</div><div class="line"><a name="l00044"></a><span class="lineno">   44</span>&#160;        <span class="keyword">const</span> std::vector&lt;std::string&gt;&amp; requestedOutputs);</div><div class="line"><a name="l00045"></a><span class="lineno">   45</span>&#160;    <span class="keywordtype">void</span> <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a769404f2985a027a0d626fedfd4de1e9">Setup</a>();</div><div class="line"><a name="l00046"></a><span class="lineno">   46</span>&#160;    <a class="code" href="namespacearmnn.html#a674efcf6cbdb9e831d653ff0e821fb38">armnn::IOptimizedNetworkPtr</a> <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a831d13496f4d19677209c61edfa9eca5">SetupOptimizedNetwork</a>(</div><div class="line"><a name="l00047"></a><span class="lineno">   47</span>&#160;        <span class="keyword">const</span> std::map&lt;std::string,armnn::TensorShape&gt;&amp; inputShapes,</div><div class="line"><a name="l00048"></a><span class="lineno">   48</span>&#160;        <span class="keyword">const</span> std::vector&lt;std::string&gt;&amp; requestedOutputs);</div><div class="line"><a name="l00050"></a><span class="lineno">   50</span>&#160;</div><div class="line"><a name="l00053"></a><span class="lineno">   53</span>&#160;    <span class="keyword">template</span> &lt;std::<span class="keywordtype">size_t</span> NumOutputDimensions&gt;</div><div class="line"><a name="l00054"></a><span class="lineno">   54</span>&#160;    <span class="keywordtype">void</span> <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#ac3387a6894de9ea024d19391004a3b9f">RunTest</a>(<span class="keyword">const</span> std::vector&lt;float&gt;&amp; inputData, <span class="keyword">const</span> std::vector&lt;float&gt;&amp; expectedOutputData);</div><div class="line"><a name="l00055"></a><span class="lineno">   55</span>&#160;</div><div class="line"><a name="l00058"></a><span class="lineno">   58</span>&#160;    <span class="keyword">template</span> &lt;std::<span class="keywordtype">size_t</span> NumOutputDimensions&gt;</div><div class="line"><a name="l00059"></a><span class="lineno">   59</span>&#160;    <span class="keywordtype">void</span> <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a2f52e74218733c22d3605233ef985ad4">RunComparisonTest</a>(<span class="keyword">const</span> std::map&lt;std::string, std::vector&lt;float&gt;&gt;&amp; inputData,</div><div class="line"><a name="l00060"></a><span class="lineno">   60</span>&#160;                           <span class="keyword">const</span> std::map&lt;std::string, std::vector&lt;uint8_t&gt;&gt;&amp; expectedOutputData);</div><div class="line"><a name="l00061"></a><span class="lineno">   61</span>&#160;</div><div class="line"><a name="l00064"></a><span class="lineno">   64</span>&#160;    <span class="keyword">template</span> &lt;std::<span class="keywordtype">size_t</span> NumOutputDimensions, <span class="keyword">typename</span> T = <span class="keywordtype">float</span>&gt;</div><div class="line"><a name="l00065"></a><span class="lineno">   65</span>&#160;    <span class="keywordtype">void</span> <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#ac3387a6894de9ea024d19391004a3b9f">RunTest</a>(<span class="keyword">const</span> std::map&lt;std::string, std::vector&lt;float&gt;&gt;&amp; inputData,</div><div class="line"><a name="l00066"></a><span class="lineno">   66</span>&#160;                 <span class="keyword">const</span> std::map&lt;std::string, std::vector&lt;T&gt;&gt;&amp; expectedOutputData);</div><div class="line"><a name="l00067"></a><span class="lineno">   67</span>&#160;</div><div class="line"><a name="l00068"></a><span class="lineno"><a class="line" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a5ca0f757171382fbf7fa5b05b447b024">   68</a></span>&#160;    std::string                                         <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a5ca0f757171382fbf7fa5b05b447b024">m_Prototext</a>;</div><div class="line"><a name="l00069"></a><span class="lineno"><a class="line" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a8d1364ba09a94795405d6f70c11a79b8">   69</a></span>&#160;    std::unique_ptr&lt;TParser, void(*)(TParser* parser)&gt;  <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a8d1364ba09a94795405d6f70c11a79b8">m_Parser</a>;</div><div class="line"><a name="l00070"></a><span class="lineno"><a class="line" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#aefd699eb0838261fbe9770d511f63f24">   70</a></span>&#160;    <a class="code" href="namespacearmnn.html#a150468a02bd7b2d2d061c4aaaee939f0">armnn::IRuntimePtr</a>                                  <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#aefd699eb0838261fbe9770d511f63f24">m_Runtime</a>;</div><div class="line"><a name="l00071"></a><span class="lineno"><a class="line" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a0b81fa34e5ca505b9880755f702fafe7">   71</a></span>&#160;    <a class="code" href="namespacearmnn.html#a83015160d8c67d5d77735eb0d4033d9a">armnn::NetworkId</a>                                    <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a0b81fa34e5ca505b9880755f702fafe7">m_NetworkIdentifier</a>;</div><div class="line"><a name="l00072"></a><span class="lineno">   72</span>&#160;</div><div class="line"><a name="l00076"></a><span class="lineno"><a class="line" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a2f8365158b7c75e43897fbe804b7fc4f">   76</a></span>&#160;    std::string <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a2f8365158b7c75e43897fbe804b7fc4f">m_SingleInputName</a>;</div><div class="line"><a name="l00077"></a><span class="lineno"><a class="line" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#add32b4d209a5b5d6ea6db94b9894ad75">   77</a></span>&#160;    std::string <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#add32b4d209a5b5d6ea6db94b9894ad75">m_SingleOutputName</a>;</div><div class="line"><a name="l00079"></a><span class="lineno">   79</span>&#160;</div><div class="line"><a name="l00082"></a><span class="lineno"><a class="line" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a2da3f1bce243a9798902db85891fd733">   82</a></span>&#160;    <a class="code" href="classarmnn_1_1_tensor_shape.html">armnn::TensorShape</a> <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a2da3f1bce243a9798902db85891fd733">m_SingleOutputShape</a>;</div><div class="line"><a name="l00083"></a><span class="lineno">   83</span>&#160;};</div><div class="line"><a name="l00084"></a><span class="lineno">   84</span>&#160;</div><div class="line"><a name="l00085"></a><span class="lineno">   85</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> TParser&gt;</div><div class="line"><a name="l00086"></a><span class="lineno"><a class="line" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a2bb4ea256fbbf6d53068ca93bb4bc95c">   86</a></span>&#160;<span class="keywordtype">void</span> <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a2bb4ea256fbbf6d53068ca93bb4bc95c">ParserPrototxtFixture&lt;TParser&gt;::SetupSingleInputSingleOutput</a>(<span class="keyword">const</span> std::string&amp; inputName,</div><div class="line"><a name="l00087"></a><span class="lineno">   87</span>&#160;    <span class="keyword">const</span> std::string&amp; outputName)</div><div class="line"><a name="l00088"></a><span class="lineno">   88</span>&#160;{</div><div class="line"><a name="l00089"></a><span class="lineno">   89</span>&#160;    <span class="comment">// Stores the input and output name so they don&#39;t need to be passed to the single-input-single-output RunTest().</span></div><div class="line"><a name="l00090"></a><span class="lineno">   90</span>&#160;    <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a2f8365158b7c75e43897fbe804b7fc4f">m_SingleInputName</a> = inputName;</div><div class="line"><a name="l00091"></a><span class="lineno">   91</span>&#160;    <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#add32b4d209a5b5d6ea6db94b9894ad75">m_SingleOutputName</a> = outputName;</div><div class="line"><a name="l00092"></a><span class="lineno">   92</span>&#160;    <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a769404f2985a027a0d626fedfd4de1e9">Setup</a>({ }, { outputName });</div><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;</div><div class="line"><a name="l00095"></a><span class="lineno">   95</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> TParser&gt;</div><div class="line"><a name="l00096"></a><span class="lineno"><a class="line" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a7c3ab4f16dbc19e127766bae14824a60">   96</a></span>&#160;<span class="keywordtype">void</span> <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a2bb4ea256fbbf6d53068ca93bb4bc95c">ParserPrototxtFixture&lt;TParser&gt;::SetupSingleInputSingleOutput</a>(<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_tensor_shape.html">armnn::TensorShape</a>&amp; inputTensorShape,</div><div class="line"><a name="l00097"></a><span class="lineno">   97</span>&#160;    <span class="keyword">const</span> std::string&amp; inputName,</div><div class="line"><a name="l00098"></a><span class="lineno">   98</span>&#160;    <span class="keyword">const</span> std::string&amp; outputName)</div><div class="line"><a name="l00099"></a><span class="lineno">   99</span>&#160;{</div><div class="line"><a name="l00100"></a><span class="lineno">  100</span>&#160;    <span class="comment">// Stores the input and output name so they don&#39;t need to be passed to the single-input-single-output RunTest().</span></div><div class="line"><a name="l00101"></a><span class="lineno">  101</span>&#160;    <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a2f8365158b7c75e43897fbe804b7fc4f">m_SingleInputName</a> = inputName;</div><div class="line"><a name="l00102"></a><span class="lineno">  102</span>&#160;    <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#add32b4d209a5b5d6ea6db94b9894ad75">m_SingleOutputName</a> = outputName;</div><div class="line"><a name="l00103"></a><span class="lineno">  103</span>&#160;    <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a769404f2985a027a0d626fedfd4de1e9">Setup</a>({ { inputName, inputTensorShape } }, { outputName });</div><div class="line"><a name="l00104"></a><span class="lineno">  104</span>&#160;}</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="keyword">template</span>&lt;<span class="keyword">typename</span> TParser&gt;</div><div class="line"><a name="l00107"></a><span class="lineno"><a class="line" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#aacdd35e3ab19837fb66d97ae6d14fce9">  107</a></span>&#160;<span class="keywordtype">void</span> <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a2bb4ea256fbbf6d53068ca93bb4bc95c">ParserPrototxtFixture&lt;TParser&gt;::SetupSingleInputSingleOutput</a>(<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_tensor_shape.html">armnn::TensorShape</a>&amp; inputTensorShape,</div><div class="line"><a name="l00108"></a><span class="lineno">  108</span>&#160;                                                                  <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_tensor_shape.html">armnn::TensorShape</a>&amp; outputTensorShape,</div><div class="line"><a name="l00109"></a><span class="lineno">  109</span>&#160;                                                                  <span class="keyword">const</span> std::string&amp; inputName,</div><div class="line"><a name="l00110"></a><span class="lineno">  110</span>&#160;                                                                  <span class="keyword">const</span> std::string&amp; outputName)</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;    <span class="comment">// Stores the input name, the output name and the output tensor shape</span></div><div class="line"><a name="l00113"></a><span class="lineno">  113</span>&#160;    <span class="comment">// so they don&#39;t need to be passed to the single-input-single-output RunTest().</span></div><div class="line"><a name="l00114"></a><span class="lineno">  114</span>&#160;    <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a2f8365158b7c75e43897fbe804b7fc4f">m_SingleInputName</a> = inputName;</div><div class="line"><a name="l00115"></a><span class="lineno">  115</span>&#160;    <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#add32b4d209a5b5d6ea6db94b9894ad75">m_SingleOutputName</a> = outputName;</div><div class="line"><a name="l00116"></a><span class="lineno">  116</span>&#160;    <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a2da3f1bce243a9798902db85891fd733">m_SingleOutputShape</a> = outputTensorShape;</div><div class="line"><a name="l00117"></a><span class="lineno">  117</span>&#160;    <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a769404f2985a027a0d626fedfd4de1e9">Setup</a>({ { inputName, inputTensorShape } }, { outputName });</div><div class="line"><a name="l00118"></a><span class="lineno">  118</span>&#160;}</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;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> TParser&gt;</div><div class="line"><a name="l00121"></a><span class="lineno"><a class="line" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a500efa02714545912d65fab4e48f2920">  121</a></span>&#160;<span class="keywordtype">void</span> <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a769404f2985a027a0d626fedfd4de1e9">ParserPrototxtFixture&lt;TParser&gt;::Setup</a>(<span class="keyword">const</span> std::map&lt;std::string, armnn::TensorShape&gt;&amp; inputShapes,</div><div class="line"><a name="l00122"></a><span class="lineno">  122</span>&#160;    <span class="keyword">const</span> std::vector&lt;std::string&gt;&amp; requestedOutputs)</div><div class="line"><a name="l00123"></a><span class="lineno">  123</span>&#160;{</div><div class="line"><a name="l00124"></a><span class="lineno">  124</span>&#160;    std::string errorMessage;</div><div class="line"><a name="l00125"></a><span class="lineno">  125</span>&#160;</div><div class="line"><a name="l00126"></a><span class="lineno">  126</span>&#160;    <a class="code" href="namespacearmnn.html#ace74f6f9feb95a964a49d79458232703">armnn::INetworkPtr</a> network =</div><div class="line"><a name="l00127"></a><span class="lineno">  127</span>&#160;        <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a8d1364ba09a94795405d6f70c11a79b8">m_Parser</a>-&gt;CreateNetworkFromString(<a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a5ca0f757171382fbf7fa5b05b447b024">m_Prototext</a>.c_str(), inputShapes, requestedOutputs);</div><div class="line"><a name="l00128"></a><span class="lineno">  128</span>&#160;    <span class="keyword">auto</span> optimized = <a class="code" href="namespacearmnn.html#a82e98ef05fd67036d1195ba17174d685">Optimize</a>(*network, { <a class="code" href="namespacearmnn.html#ae2f04a162585c0a5222a537efd5456aea83c2c4e9b658ccafbcbe6309c5d84c64">armnn::Compute::CpuRef</a> }, <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#aefd699eb0838261fbe9770d511f63f24">m_Runtime</a>-&gt;GetDeviceSpec());</div><div class="line"><a name="l00129"></a><span class="lineno">  129</span>&#160;    <a class="code" href="namespacearmnn.html#a67a0db04d321a74b7e7fcfd3f1a3f70b">armnn::Status</a> ret = <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#aefd699eb0838261fbe9770d511f63f24">m_Runtime</a>-&gt;LoadNetwork(<a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a0b81fa34e5ca505b9880755f702fafe7">m_NetworkIdentifier</a>, move(optimized), errorMessage);</div><div class="line"><a name="l00130"></a><span class="lineno">  130</span>&#160;    <span class="keywordflow">if</span> (ret != <a class="code" href="namespacearmnn.html#a67a0db04d321a74b7e7fcfd3f1a3f70ba505a83f220c02df2f85c3810cd9ceb38">armnn::Status::Success</a>)</div><div class="line"><a name="l00131"></a><span class="lineno">  131</span>&#160;    {</div><div class="line"><a name="l00132"></a><span class="lineno">  132</span>&#160;        <span class="keywordflow">throw</span> <a class="code" href="classarmnn_1_1_exception.html">armnn::Exception</a>(boost::str(</div><div class="line"><a name="l00133"></a><span class="lineno">  133</span>&#160;            boost::format(<span class="stringliteral">&quot;LoadNetwork failed with error: &#39;%1%&#39; %2%&quot;</span>)</div><div class="line"><a name="l00134"></a><span class="lineno">  134</span>&#160;                            % errorMessage</div><div class="line"><a name="l00135"></a><span class="lineno">  135</span>&#160;                            % <a class="code" href="_exceptions_8hpp.html#aa3be76aec4ce713822a5ea1ecbb7bc61">CHECK_LOCATION</a>().AsString()));</div><div class="line"><a name="l00136"></a><span class="lineno">  136</span>&#160;    }</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;</div><div class="line"><a name="l00139"></a><span class="lineno">  139</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> TParser&gt;</div><div class="line"><a name="l00140"></a><span class="lineno"><a class="line" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a769404f2985a027a0d626fedfd4de1e9">  140</a></span>&#160;<span class="keywordtype">void</span> <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a769404f2985a027a0d626fedfd4de1e9">ParserPrototxtFixture&lt;TParser&gt;::Setup</a>()</div><div class="line"><a name="l00141"></a><span class="lineno">  141</span>&#160;{</div><div class="line"><a name="l00142"></a><span class="lineno">  142</span>&#160;    std::string errorMessage;</div><div class="line"><a name="l00143"></a><span class="lineno">  143</span>&#160;</div><div class="line"><a name="l00144"></a><span class="lineno">  144</span>&#160;    <a class="code" href="namespacearmnn.html#ace74f6f9feb95a964a49d79458232703">armnn::INetworkPtr</a> network =</div><div class="line"><a name="l00145"></a><span class="lineno">  145</span>&#160;        <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a8d1364ba09a94795405d6f70c11a79b8">m_Parser</a>-&gt;CreateNetworkFromString(<a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a5ca0f757171382fbf7fa5b05b447b024">m_Prototext</a>.c_str());</div><div class="line"><a name="l00146"></a><span class="lineno">  146</span>&#160;    <span class="keyword">auto</span> optimized = <a class="code" href="namespacearmnn.html#a82e98ef05fd67036d1195ba17174d685">Optimize</a>(*network, { <a class="code" href="namespacearmnn.html#ae2f04a162585c0a5222a537efd5456aea83c2c4e9b658ccafbcbe6309c5d84c64">armnn::Compute::CpuRef</a> }, <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#aefd699eb0838261fbe9770d511f63f24">m_Runtime</a>-&gt;GetDeviceSpec());</div><div class="line"><a name="l00147"></a><span class="lineno">  147</span>&#160;    <a class="code" href="namespacearmnn.html#a67a0db04d321a74b7e7fcfd3f1a3f70b">armnn::Status</a> ret = <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#aefd699eb0838261fbe9770d511f63f24">m_Runtime</a>-&gt;LoadNetwork(<a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a0b81fa34e5ca505b9880755f702fafe7">m_NetworkIdentifier</a>, move(optimized), errorMessage);</div><div class="line"><a name="l00148"></a><span class="lineno">  148</span>&#160;    <span class="keywordflow">if</span> (ret != <a class="code" href="namespacearmnn.html#a67a0db04d321a74b7e7fcfd3f1a3f70ba505a83f220c02df2f85c3810cd9ceb38">armnn::Status::Success</a>)</div><div class="line"><a name="l00149"></a><span class="lineno">  149</span>&#160;    {</div><div class="line"><a name="l00150"></a><span class="lineno">  150</span>&#160;        <span class="keywordflow">throw</span> <a class="code" href="classarmnn_1_1_exception.html">armnn::Exception</a>(boost::str(</div><div class="line"><a name="l00151"></a><span class="lineno">  151</span>&#160;            boost::format(<span class="stringliteral">&quot;LoadNetwork failed with error: &#39;%1%&#39; %2%&quot;</span>)</div><div class="line"><a name="l00152"></a><span class="lineno">  152</span>&#160;                            % errorMessage</div><div class="line"><a name="l00153"></a><span class="lineno">  153</span>&#160;                            % <a class="code" href="_exceptions_8hpp.html#aa3be76aec4ce713822a5ea1ecbb7bc61">CHECK_LOCATION</a>().AsString()));</div><div class="line"><a name="l00154"></a><span class="lineno">  154</span>&#160;    }</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;</div><div class="line"><a name="l00157"></a><span class="lineno">  157</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> TParser&gt;</div><div class="line"><a name="l00158"></a><span class="lineno"><a class="line" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a831d13496f4d19677209c61edfa9eca5">  158</a></span>&#160;<a class="code" href="namespacearmnn.html#a674efcf6cbdb9e831d653ff0e821fb38">armnn::IOptimizedNetworkPtr</a> <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a831d13496f4d19677209c61edfa9eca5">ParserPrototxtFixture&lt;TParser&gt;::SetupOptimizedNetwork</a>(</div><div class="line"><a name="l00159"></a><span class="lineno">  159</span>&#160;    <span class="keyword">const</span> std::map&lt;std::string,armnn::TensorShape&gt;&amp; inputShapes,</div><div class="line"><a name="l00160"></a><span class="lineno">  160</span>&#160;    <span class="keyword">const</span> std::vector&lt;std::string&gt;&amp; requestedOutputs)</div><div class="line"><a name="l00161"></a><span class="lineno">  161</span>&#160;{</div><div class="line"><a name="l00162"></a><span class="lineno">  162</span>&#160;    <a class="code" href="namespacearmnn.html#ace74f6f9feb95a964a49d79458232703">armnn::INetworkPtr</a> network =</div><div class="line"><a name="l00163"></a><span class="lineno">  163</span>&#160;        <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a8d1364ba09a94795405d6f70c11a79b8">m_Parser</a>-&gt;CreateNetworkFromString(<a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a5ca0f757171382fbf7fa5b05b447b024">m_Prototext</a>.c_str(), inputShapes, requestedOutputs);</div><div class="line"><a name="l00164"></a><span class="lineno">  164</span>&#160;    <span class="keyword">auto</span> optimized = <a class="code" href="namespacearmnn.html#a82e98ef05fd67036d1195ba17174d685">Optimize</a>(*network, { <a class="code" href="namespacearmnn.html#ae2f04a162585c0a5222a537efd5456aea83c2c4e9b658ccafbcbe6309c5d84c64">armnn::Compute::CpuRef</a> }, <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#aefd699eb0838261fbe9770d511f63f24">m_Runtime</a>-&gt;GetDeviceSpec());</div><div class="line"><a name="l00165"></a><span class="lineno">  165</span>&#160;    <span class="keywordflow">return</span> optimized;</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;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> TParser&gt;</div><div class="line"><a name="l00169"></a><span class="lineno">  169</span>&#160;<span class="keyword">template</span> &lt;std::<span class="keywordtype">size_t</span> NumOutputDimensions&gt;</div><div class="line"><a name="l00170"></a><span class="lineno"><a class="line" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#ac3387a6894de9ea024d19391004a3b9f">  170</a></span>&#160;<span class="keywordtype">void</span> <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#ac3387a6894de9ea024d19391004a3b9f">ParserPrototxtFixture&lt;TParser&gt;::RunTest</a>(<span class="keyword">const</span> std::vector&lt;float&gt;&amp; inputData,</div><div class="line"><a name="l00171"></a><span class="lineno">  171</span>&#160;                                             <span class="keyword">const</span> std::vector&lt;float&gt;&amp; expectedOutputData)</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;    RunTest&lt;NumOutputDimensions&gt;({ { <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a2f8365158b7c75e43897fbe804b7fc4f">m_SingleInputName</a>, inputData } }, { { <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#add32b4d209a5b5d6ea6db94b9894ad75">m_SingleOutputName</a>, expectedOutputData } });</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;</div><div class="line"><a name="l00176"></a><span class="lineno">  176</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> TParser&gt;</div><div class="line"><a name="l00177"></a><span class="lineno">  177</span>&#160;<span class="keyword">template</span> &lt;std::<span class="keywordtype">size_t</span> NumOutputDimensions&gt;</div><div class="line"><a name="l00178"></a><span class="lineno"><a class="line" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a2f52e74218733c22d3605233ef985ad4">  178</a></span>&#160;<span class="keywordtype">void</span> <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a2f52e74218733c22d3605233ef985ad4">ParserPrototxtFixture&lt;TParser&gt;::RunComparisonTest</a>(<span class="keyword">const</span> std::map&lt;std::string, std::vector&lt;float&gt;&gt;&amp; inputData,</div><div class="line"><a name="l00179"></a><span class="lineno">  179</span>&#160;                                                       <span class="keyword">const</span> std::map&lt;std::string, std::vector&lt;uint8_t&gt;&gt;&amp;</div><div class="line"><a name="l00180"></a><span class="lineno">  180</span>&#160;                                                       expectedOutputData)</div><div class="line"><a name="l00181"></a><span class="lineno">  181</span>&#160;{</div><div class="line"><a name="l00182"></a><span class="lineno">  182</span>&#160;    RunTest&lt;NumOutputDimensions, uint8_t&gt;(inputData, expectedOutputData);</div><div class="line"><a name="l00183"></a><span class="lineno">  183</span>&#160;}</div><div class="line"><a name="l00184"></a><span class="lineno">  184</span>&#160;</div><div class="line"><a name="l00185"></a><span class="lineno">  185</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> TParser&gt;</div><div class="line"><a name="l00186"></a><span class="lineno">  186</span>&#160;<span class="keyword">template</span> &lt;std::<span class="keywordtype">size_t</span> NumOutputDimensions, <span class="keyword">typename</span> T&gt;</div><div class="line"><a name="l00187"></a><span class="lineno"><a class="line" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a99d60b479a3ce38c09a5663898bfc216">  187</a></span>&#160;<span class="keywordtype">void</span> <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#ac3387a6894de9ea024d19391004a3b9f">ParserPrototxtFixture&lt;TParser&gt;::RunTest</a>(<span class="keyword">const</span> std::map&lt;std::string, std::vector&lt;float&gt;&gt;&amp; inputData,</div><div class="line"><a name="l00188"></a><span class="lineno">  188</span>&#160;    <span class="keyword">const</span> std::map&lt;std::string, std::vector&lt;T&gt;&gt;&amp; expectedOutputData)</div><div class="line"><a name="l00189"></a><span class="lineno">  189</span>&#160;{</div><div class="line"><a name="l00190"></a><span class="lineno">  190</span>&#160;    <span class="comment">// Sets up the armnn input tensors from the given vectors.</span></div><div class="line"><a name="l00191"></a><span class="lineno">  191</span>&#160;    <a class="code" href="namespacearmnn.html#aa01bce88f89975a5a031db4cc8861527">armnn::InputTensors</a> inputTensors;</div><div class="line"><a name="l00192"></a><span class="lineno">  192</span>&#160;    <span class="keywordflow">for</span> (<span class="keyword">auto</span>&amp;&amp; it : inputData)</div><div class="line"><a name="l00193"></a><span class="lineno">  193</span>&#160;    {</div><div class="line"><a name="l00194"></a><span class="lineno">  194</span>&#160;        <a class="code" href="namespacearmnn.html#a280670a263dc4fd40491f6d0a2737f44">armnn::BindingPointInfo</a> bindingInfo = <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a8d1364ba09a94795405d6f70c11a79b8">m_Parser</a>-&gt;GetNetworkInputBindingInfo(it.first);</div><div class="line"><a name="l00195"></a><span class="lineno">  195</span>&#160;        inputTensors.push_back({ bindingInfo.first, <a class="code" href="classarmnn_1_1_const_tensor.html">armnn::ConstTensor</a>(bindingInfo.second, it.second.data()) });</div><div class="line"><a name="l00196"></a><span class="lineno">  196</span>&#160;    }</div><div class="line"><a name="l00197"></a><span class="lineno">  197</span>&#160;</div><div class="line"><a name="l00198"></a><span class="lineno">  198</span>&#160;    <span class="comment">// Allocates storage for the output tensors to be written to and sets up the armnn output tensors.</span></div><div class="line"><a name="l00199"></a><span class="lineno">  199</span>&#160;    std::map&lt;std::string, boost::multi_array&lt;T, NumOutputDimensions&gt;&gt; outputStorage;</div><div class="line"><a name="l00200"></a><span class="lineno">  200</span>&#160;    <a class="code" href="namespacearmnn.html#a8f091a512915d1cb29a4ebf13dfc53ea">armnn::OutputTensors</a> outputTensors;</div><div class="line"><a name="l00201"></a><span class="lineno">  201</span>&#160;    <span class="keywordflow">for</span> (<span class="keyword">auto</span>&amp;&amp; it : expectedOutputData)</div><div class="line"><a name="l00202"></a><span class="lineno">  202</span>&#160;    {</div><div class="line"><a name="l00203"></a><span class="lineno">  203</span>&#160;        <a class="code" href="namespacearmnn.html#a280670a263dc4fd40491f6d0a2737f44">armnn::BindingPointInfo</a> bindingInfo = <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a8d1364ba09a94795405d6f70c11a79b8">m_Parser</a>-&gt;GetNetworkOutputBindingInfo(it.first);</div><div class="line"><a name="l00204"></a><span class="lineno">  204</span>&#160;        outputStorage.emplace(it.first, MakeTensor&lt;T, NumOutputDimensions&gt;(bindingInfo.second));</div><div class="line"><a name="l00205"></a><span class="lineno">  205</span>&#160;        outputTensors.push_back(</div><div class="line"><a name="l00206"></a><span class="lineno">  206</span>&#160;            { bindingInfo.first, <a class="code" href="classarmnn_1_1_tensor.html">armnn::Tensor</a>(bindingInfo.second, outputStorage.at(it.first).data()) });</div><div class="line"><a name="l00207"></a><span class="lineno">  207</span>&#160;    }</div><div class="line"><a name="l00208"></a><span class="lineno">  208</span>&#160;</div><div class="line"><a name="l00209"></a><span class="lineno">  209</span>&#160;    <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#aefd699eb0838261fbe9770d511f63f24">m_Runtime</a>-&gt;EnqueueWorkload(<a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a0b81fa34e5ca505b9880755f702fafe7">m_NetworkIdentifier</a>, inputTensors, outputTensors);</div><div class="line"><a name="l00210"></a><span class="lineno">  210</span>&#160;</div><div class="line"><a name="l00211"></a><span class="lineno">  211</span>&#160;    <span class="comment">// Compares each output tensor to the expected values.</span></div><div class="line"><a name="l00212"></a><span class="lineno">  212</span>&#160;    <span class="keywordflow">for</span> (<span class="keyword">auto</span>&amp;&amp; it : expectedOutputData)</div><div class="line"><a name="l00213"></a><span class="lineno">  213</span>&#160;    {</div><div class="line"><a name="l00214"></a><span class="lineno">  214</span>&#160;        <a class="code" href="namespacearmnn.html#a280670a263dc4fd40491f6d0a2737f44">armnn::BindingPointInfo</a> bindingInfo = <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a8d1364ba09a94795405d6f70c11a79b8">m_Parser</a>-&gt;GetNetworkOutputBindingInfo(it.first);</div><div class="line"><a name="l00215"></a><span class="lineno">  215</span>&#160;        <span class="keywordflow">if</span> (bindingInfo.second.GetNumElements() != it.second.size())</div><div class="line"><a name="l00216"></a><span class="lineno">  216</span>&#160;        {</div><div class="line"><a name="l00217"></a><span class="lineno">  217</span>&#160;            <span class="keywordflow">throw</span> <a class="code" href="classarmnn_1_1_exception.html">armnn::Exception</a>(</div><div class="line"><a name="l00218"></a><span class="lineno">  218</span>&#160;                boost::str(boost::format(<span class="stringliteral">&quot;Output tensor %1% is expected to have %2% elements. &quot;</span></div><div class="line"><a name="l00219"></a><span class="lineno">  219</span>&#160;                                         <span class="stringliteral">&quot;%3% elements supplied. %4%&quot;</span>) %</div><div class="line"><a name="l00220"></a><span class="lineno">  220</span>&#160;                                         it.first %</div><div class="line"><a name="l00221"></a><span class="lineno">  221</span>&#160;                                         bindingInfo.second.GetNumElements() %</div><div class="line"><a name="l00222"></a><span class="lineno">  222</span>&#160;                                         it.second.size() %</div><div class="line"><a name="l00223"></a><span class="lineno">  223</span>&#160;                                         <a class="code" href="_exceptions_8hpp.html#aa3be76aec4ce713822a5ea1ecbb7bc61">CHECK_LOCATION</a>().AsString()));</div><div class="line"><a name="l00224"></a><span class="lineno">  224</span>&#160;        }</div><div class="line"><a name="l00225"></a><span class="lineno">  225</span>&#160;</div><div class="line"><a name="l00226"></a><span class="lineno">  226</span>&#160;        <span class="comment">// If the expected output shape is set, the output tensor checks will be carried out.</span></div><div class="line"><a name="l00227"></a><span class="lineno">  227</span>&#160;        <span class="keywordflow">if</span> (<a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a2da3f1bce243a9798902db85891fd733">m_SingleOutputShape</a>.<a class="code" href="classarmnn_1_1_tensor_shape.html#a157e27d41e9f6b21f0d3c025fa47dc24">GetNumDimensions</a>() != 0)</div><div class="line"><a name="l00228"></a><span class="lineno">  228</span>&#160;        {</div><div class="line"><a name="l00229"></a><span class="lineno">  229</span>&#160;</div><div class="line"><a name="l00230"></a><span class="lineno">  230</span>&#160;            <span class="keywordflow">if</span> (bindingInfo.second.GetShape().GetNumDimensions() == NumOutputDimensions &amp;&amp;</div><div class="line"><a name="l00231"></a><span class="lineno">  231</span>&#160;                bindingInfo.second.GetShape().GetNumDimensions() == <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a2da3f1bce243a9798902db85891fd733">m_SingleOutputShape</a>.<a class="code" href="classarmnn_1_1_tensor_shape.html#a157e27d41e9f6b21f0d3c025fa47dc24">GetNumDimensions</a>())</div><div class="line"><a name="l00232"></a><span class="lineno">  232</span>&#160;            {</div><div class="line"><a name="l00233"></a><span class="lineno">  233</span>&#160;                <span class="keywordflow">for</span> (<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> i = 0; i &lt; <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a2da3f1bce243a9798902db85891fd733">m_SingleOutputShape</a>.<a class="code" href="classarmnn_1_1_tensor_shape.html#a157e27d41e9f6b21f0d3c025fa47dc24">GetNumDimensions</a>(); ++i)</div><div class="line"><a name="l00234"></a><span class="lineno">  234</span>&#160;                {</div><div class="line"><a name="l00235"></a><span class="lineno">  235</span>&#160;                    <span class="keywordflow">if</span> (<a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a2da3f1bce243a9798902db85891fd733">m_SingleOutputShape</a>[i] != bindingInfo.second.GetShape()[i])</div><div class="line"><a name="l00236"></a><span class="lineno">  236</span>&#160;                    {</div><div class="line"><a name="l00237"></a><span class="lineno">  237</span>&#160;                        <span class="keywordflow">throw</span> <a class="code" href="classarmnn_1_1_exception.html">armnn::Exception</a>(</div><div class="line"><a name="l00238"></a><span class="lineno">  238</span>&#160;                                boost::str(boost::format(<span class="stringliteral">&quot;Output tensor %1% is expected to have %2% shape. &quot;</span></div><div class="line"><a name="l00239"></a><span class="lineno">  239</span>&#160;                                                         <span class="stringliteral">&quot;%3% shape supplied. %4%&quot;</span>) %</div><div class="line"><a name="l00240"></a><span class="lineno">  240</span>&#160;                                                         it.first %</div><div class="line"><a name="l00241"></a><span class="lineno">  241</span>&#160;                                                         bindingInfo.second.GetShape() %</div><div class="line"><a name="l00242"></a><span class="lineno">  242</span>&#160;                                                         <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a2da3f1bce243a9798902db85891fd733">m_SingleOutputShape</a> %</div><div class="line"><a name="l00243"></a><span class="lineno">  243</span>&#160;                                                         <a class="code" href="_exceptions_8hpp.html#aa3be76aec4ce713822a5ea1ecbb7bc61">CHECK_LOCATION</a>().AsString()));</div><div class="line"><a name="l00244"></a><span class="lineno">  244</span>&#160;                    }</div><div class="line"><a name="l00245"></a><span class="lineno">  245</span>&#160;                }</div><div class="line"><a name="l00246"></a><span class="lineno">  246</span>&#160;            }</div><div class="line"><a name="l00247"></a><span class="lineno">  247</span>&#160;            <span class="keywordflow">else</span></div><div class="line"><a name="l00248"></a><span class="lineno">  248</span>&#160;            {</div><div class="line"><a name="l00249"></a><span class="lineno">  249</span>&#160;                <span class="keywordflow">throw</span> <a class="code" href="classarmnn_1_1_exception.html">armnn::Exception</a>(</div><div class="line"><a name="l00250"></a><span class="lineno">  250</span>&#160;                        boost::str(boost::format(<span class="stringliteral">&quot;Output tensor %1% is expected to have %2% dimensions. &quot;</span></div><div class="line"><a name="l00251"></a><span class="lineno">  251</span>&#160;                                                 <span class="stringliteral">&quot;%3% dimensions supplied. %4%&quot;</span>) %</div><div class="line"><a name="l00252"></a><span class="lineno">  252</span>&#160;                                                 it.first %</div><div class="line"><a name="l00253"></a><span class="lineno">  253</span>&#160;                                                 bindingInfo.second.GetShape().GetNumDimensions() %</div><div class="line"><a name="l00254"></a><span class="lineno">  254</span>&#160;                                                 NumOutputDimensions %</div><div class="line"><a name="l00255"></a><span class="lineno">  255</span>&#160;                                                 <a class="code" href="_exceptions_8hpp.html#aa3be76aec4ce713822a5ea1ecbb7bc61">CHECK_LOCATION</a>().AsString()));</div><div class="line"><a name="l00256"></a><span class="lineno">  256</span>&#160;            }</div><div class="line"><a name="l00257"></a><span class="lineno">  257</span>&#160;        }</div><div class="line"><a name="l00258"></a><span class="lineno">  258</span>&#160;</div><div class="line"><a name="l00259"></a><span class="lineno">  259</span>&#160;        <span class="keyword">auto</span> outputExpected = MakeTensor&lt;T, NumOutputDimensions&gt;(bindingInfo.second, it.second);</div><div class="line"><a name="l00260"></a><span class="lineno">  260</span>&#160;        <span class="keywordflow">if</span> (std::is_same&lt;T, uint8_t&gt;::value)</div><div class="line"><a name="l00261"></a><span class="lineno">  261</span>&#160;        {</div><div class="line"><a name="l00262"></a><span class="lineno">  262</span>&#160;            BOOST_TEST(<a class="code" href="_tensor_helpers_8hpp.html#a0b8fbb443d2cf34a41f6aaae934e3dcb">CompareTensors</a>(outputExpected, outputStorage[it.first], <span class="keyword">true</span>));</div><div class="line"><a name="l00263"></a><span class="lineno">  263</span>&#160;        }</div><div class="line"><a name="l00264"></a><span class="lineno">  264</span>&#160;        <span class="keywordflow">else</span></div><div class="line"><a name="l00265"></a><span class="lineno">  265</span>&#160;        {</div><div class="line"><a name="l00266"></a><span class="lineno">  266</span>&#160;            BOOST_TEST(<a class="code" href="_tensor_helpers_8hpp.html#a0b8fbb443d2cf34a41f6aaae934e3dcb">CompareTensors</a>(outputExpected, outputStorage[it.first]));</div><div class="line"><a name="l00267"></a><span class="lineno">  267</span>&#160;        }</div><div class="line"><a name="l00268"></a><span class="lineno">  268</span>&#160;    }</div><div class="line"><a name="l00269"></a><span class="lineno">  269</span>&#160;}</div><div class="line"><a name="l00270"></a><span class="lineno">  270</span>&#160;</div><div class="line"><a name="l00271"></a><span class="lineno">  271</span>&#160;} <span class="comment">// namespace armnnUtils</span></div><div class="ttc" id="structarmnn_utils_1_1_parser_prototxt_fixture_html_a2bb4ea256fbbf6d53068ca93bb4bc95c"><div class="ttname"><a href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a2bb4ea256fbbf6d53068ca93bb4bc95c">armnnUtils::ParserPrototxtFixture::SetupSingleInputSingleOutput</a></div><div class="ttdeci">void SetupSingleInputSingleOutput(const std::string &amp;inputName, const std::string &amp;outputName)</div><div class="ttdef"><b>Definition:</b> <a href="_parser_prototxt_fixture_8hpp_source.html#l00086">ParserPrototxtFixture.hpp:86</a></div></div>
+<div class="ttc" id="classarmnn_1_1_tensor_shape_html_a157e27d41e9f6b21f0d3c025fa47dc24"><div class="ttname"><a href="classarmnn_1_1_tensor_shape.html#a157e27d41e9f6b21f0d3c025fa47dc24">armnn::TensorShape::GetNumDimensions</a></div><div class="ttdeci">unsigned int GetNumDimensions() const</div><div class="ttdef"><b>Definition:</b> <a href="_tensor_8hpp_source.html#l00043">Tensor.hpp:43</a></div></div>
+<div class="ttc" id="structarmnn_utils_1_1_parser_prototxt_fixture_html_a5ca0f757171382fbf7fa5b05b447b024"><div class="ttname"><a href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a5ca0f757171382fbf7fa5b05b447b024">armnnUtils::ParserPrototxtFixture::m_Prototext</a></div><div class="ttdeci">std::string m_Prototext</div><div class="ttdef"><b>Definition:</b> <a href="_parser_prototxt_fixture_8hpp_source.html#l00068">ParserPrototxtFixture.hpp:68</a></div></div>
+<div class="ttc" id="namespacearmnn_html_a67a0db04d321a74b7e7fcfd3f1a3f70b"><div class="ttname"><a href="namespacearmnn.html#a67a0db04d321a74b7e7fcfd3f1a3f70b">armnn::Status</a></div><div class="ttdeci">Status</div><div class="ttdef"><b>Definition:</b> <a href="_types_8hpp_source.html#l00026">Types.hpp:26</a></div></div>
+<div class="ttc" id="classarmnn_1_1_const_tensor_html"><div class="ttname"><a href="classarmnn_1_1_const_tensor.html">armnn::ConstTensor</a></div><div class="ttdoc">A tensor defined by a TensorInfo (shape and data type) and an immutable backing store. </div><div class="ttdef"><b>Definition:</b> <a href="_tensor_8hpp_source.html#l00199">Tensor.hpp:199</a></div></div>
+<div class="ttc" id="structarmnn_utils_1_1_parser_prototxt_fixture_html_a8d1364ba09a94795405d6f70c11a79b8"><div class="ttname"><a href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a8d1364ba09a94795405d6f70c11a79b8">armnnUtils::ParserPrototxtFixture::m_Parser</a></div><div class="ttdeci">std::unique_ptr&lt; TParser, void(*)(TParser *parser)&gt; m_Parser</div><div class="ttdef"><b>Definition:</b> <a href="_parser_prototxt_fixture_8hpp_source.html#l00069">ParserPrototxtFixture.hpp:69</a></div></div>
+<div class="ttc" id="namespacearmnn_html_a8f091a512915d1cb29a4ebf13dfc53ea"><div class="ttname"><a href="namespacearmnn.html#a8f091a512915d1cb29a4ebf13dfc53ea">armnn::OutputTensors</a></div><div class="ttdeci">std::vector&lt; std::pair&lt; LayerBindingId, class Tensor &gt; &gt; OutputTensors</div><div class="ttdef"><b>Definition:</b> <a href="_tensor_8hpp_source.html#l00226">Tensor.hpp:226</a></div></div>
+<div class="ttc" id="structarmnn_utils_1_1_parser_prototxt_fixture_html_aefd699eb0838261fbe9770d511f63f24"><div class="ttname"><a href="structarmnn_utils_1_1_parser_prototxt_fixture.html#aefd699eb0838261fbe9770d511f63f24">armnnUtils::ParserPrototxtFixture::m_Runtime</a></div><div class="ttdeci">armnn::IRuntimePtr m_Runtime</div><div class="ttdef"><b>Definition:</b> <a href="_parser_prototxt_fixture_8hpp_source.html#l00070">ParserPrototxtFixture.hpp:70</a></div></div>
+<div class="ttc" id="namespacearmnn_html_a82e98ef05fd67036d1195ba17174d685"><div class="ttname"><a href="namespacearmnn.html#a82e98ef05fd67036d1195ba17174d685">armnn::Optimize</a></div><div class="ttdeci">IOptimizedNetworkPtr Optimize(const INetwork &amp;network, const std::vector&lt; BackendId &gt; &amp;backendPreferences, const IDeviceSpec &amp;deviceSpec, const OptimizerOptions &amp;options=OptimizerOptions(), Optional&lt; std::vector&lt; std::string &gt; &amp;&gt; messages=EmptyOptional())</div><div class="ttdef"><b>Definition:</b> <a href="_network_8cpp_source.html#l00807">Network.cpp:807</a></div></div>
+<div class="ttc" id="_i_runtime_8hpp_html"><div class="ttname"><a href="_i_runtime_8hpp.html">IRuntime.hpp</a></div></div>
+<div class="ttc" id="structarmnn_utils_1_1_parser_prototxt_fixture_html_a2f8365158b7c75e43897fbe804b7fc4f"><div class="ttname"><a href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a2f8365158b7c75e43897fbe804b7fc4f">armnnUtils::ParserPrototxtFixture::m_SingleInputName</a></div><div class="ttdeci">std::string m_SingleInputName</div><div class="ttdef"><b>Definition:</b> <a href="_parser_prototxt_fixture_8hpp_source.html#l00076">ParserPrototxtFixture.hpp:76</a></div></div>
+<div class="ttc" id="namespacearmnn_html_a280670a263dc4fd40491f6d0a2737f44"><div class="ttname"><a href="namespacearmnn.html#a280670a263dc4fd40491f6d0a2737f44">armnn::BindingPointInfo</a></div><div class="ttdeci">std::pair&lt; armnn::LayerBindingId, armnn::TensorInfo &gt; BindingPointInfo</div><div class="ttdef"><b>Definition:</b> <a href="_tensor_8hpp_source.html#l00146">Tensor.hpp:146</a></div></div>
+<div class="ttc" id="namespacearmnn_html_a67a0db04d321a74b7e7fcfd3f1a3f70ba505a83f220c02df2f85c3810cd9ceb38"><div class="ttname"><a href="namespacearmnn.html#a67a0db04d321a74b7e7fcfd3f1a3f70ba505a83f220c02df2f85c3810cd9ceb38">armnn::Status::Success</a></div></div>
+<div class="ttc" id="_network_8hpp_html"><div class="ttname"><a href="_network_8hpp.html">Network.hpp</a></div></div>
+<div class="ttc" id="structarmnn_utils_1_1_parser_prototxt_fixture_html_ac3387a6894de9ea024d19391004a3b9f"><div class="ttname"><a href="structarmnn_utils_1_1_parser_prototxt_fixture.html#ac3387a6894de9ea024d19391004a3b9f">armnnUtils::ParserPrototxtFixture::RunTest</a></div><div class="ttdeci">void RunTest(const std::vector&lt; float &gt; &amp;inputData, const std::vector&lt; float &gt; &amp;expectedOutputData)</div><div class="ttdef"><b>Definition:</b> <a href="_parser_prototxt_fixture_8hpp_source.html#l00170">ParserPrototxtFixture.hpp:170</a></div></div>
+<div class="ttc" id="_exceptions_8hpp_html_aa3be76aec4ce713822a5ea1ecbb7bc61"><div class="ttname"><a href="_exceptions_8hpp.html#aa3be76aec4ce713822a5ea1ecbb7bc61">CHECK_LOCATION</a></div><div class="ttdeci">#define CHECK_LOCATION()</div><div class="ttdef"><b>Definition:</b> <a href="_exceptions_8hpp_source.html#l00169">Exceptions.hpp:169</a></div></div>
+<div class="ttc" id="structarmnn_utils_1_1_parser_prototxt_fixture_html_a0b81fa34e5ca505b9880755f702fafe7"><div class="ttname"><a href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a0b81fa34e5ca505b9880755f702fafe7">armnnUtils::ParserPrototxtFixture::m_NetworkIdentifier</a></div><div class="ttdeci">armnn::NetworkId m_NetworkIdentifier</div><div class="ttdef"><b>Definition:</b> <a href="_parser_prototxt_fixture_8hpp_source.html#l00071">ParserPrototxtFixture.hpp:71</a></div></div>
+<div class="ttc" id="classarmnn_1_1_i_runtime_html"><div class="ttname"><a href="classarmnn_1_1_i_runtime.html">armnn::IRuntime</a></div><div class="ttdef"><b>Definition:</b> <a href="_i_runtime_8hpp_source.html#l00038">IRuntime.hpp:38</a></div></div>
+<div class="ttc" id="namespacearmnn_utils_html"><div class="ttname"><a href="namespacearmnn_utils.html">armnnUtils</a></div><div class="ttdef"><b>Definition:</b> <a href="_data_layout_indexed_8hpp_source.html#l00013">DataLayoutIndexed.hpp:13</a></div></div>
+<div class="ttc" id="structarmnn_utils_1_1_parser_prototxt_fixture_html_a5c8880d78e094c184ccdbb5a32ec257a"><div class="ttname"><a href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a5c8880d78e094c184ccdbb5a32ec257a">armnnUtils::ParserPrototxtFixture::ParserPrototxtFixture</a></div><div class="ttdeci">ParserPrototxtFixture()</div><div class="ttdef"><b>Definition:</b> <a href="_parser_prototxt_fixture_8hpp_source.html#l00026">ParserPrototxtFixture.hpp:26</a></div></div>
+<div class="ttc" id="classarmnn_1_1_tensor_html"><div class="ttname"><a href="classarmnn_1_1_tensor.html">armnn::Tensor</a></div><div class="ttdoc">A tensor defined by a TensorInfo (shape and data type) and a mutable backing store. </div><div class="ttdef"><b>Definition:</b> <a href="_tensor_8hpp_source.html#l00191">Tensor.hpp:191</a></div></div>
+<div class="ttc" id="_verification_helpers_8hpp_html"><div class="ttname"><a href="_verification_helpers_8hpp.html">VerificationHelpers.hpp</a></div></div>
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+<div class="ttc" id="namespacearmnn_html_aa01bce88f89975a5a031db4cc8861527"><div class="ttname"><a href="namespacearmnn.html#aa01bce88f89975a5a031db4cc8861527">armnn::InputTensors</a></div><div class="ttdeci">std::vector&lt; std::pair&lt; LayerBindingId, class ConstTensor &gt; &gt; InputTensors</div><div class="ttdef"><b>Definition:</b> <a href="_tensor_8hpp_source.html#l00225">Tensor.hpp:225</a></div></div>
+<div class="ttc" id="structarmnn_utils_1_1_parser_prototxt_fixture_html_a2f52e74218733c22d3605233ef985ad4"><div class="ttname"><a href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a2f52e74218733c22d3605233ef985ad4">armnnUtils::ParserPrototxtFixture::RunComparisonTest</a></div><div class="ttdeci">void RunComparisonTest(const std::map&lt; std::string, std::vector&lt; float &gt;&gt; &amp;inputData, const std::map&lt; std::string, std::vector&lt; uint8_t &gt;&gt; &amp;expectedOutputData)</div><div class="ttdef"><b>Definition:</b> <a href="_parser_prototxt_fixture_8hpp_source.html#l00178">ParserPrototxtFixture.hpp:178</a></div></div>
+<div class="ttc" id="namespacearmnn_html"><div class="ttname"><a href="namespacearmnn.html">armnn</a></div><div class="ttdef"><b>Definition:</b> <a href="_backend_helper_8hpp_source.html#l00011">BackendHelper.hpp:11</a></div></div>
+<div class="ttc" id="classarmnn_1_1_exception_html"><div class="ttname"><a href="classarmnn_1_1_exception.html">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.html#l00046">Exceptions.hpp:46</a></div></div>
+<div class="ttc" id="namespacearmnn_html_ace74f6f9feb95a964a49d79458232703"><div class="ttname"><a href="namespacearmnn.html#ace74f6f9feb95a964a49d79458232703">armnn::INetworkPtr</a></div><div class="ttdeci">std::unique_ptr&lt; INetwork, void(*)(INetwork *network)&gt; INetworkPtr</div><div class="ttdef"><b>Definition:</b> <a href="_i_network_8hpp_source.html#l00085">INetwork.hpp:85</a></div></div>
+<div class="ttc" id="namespacearmnn_html_ae2f04a162585c0a5222a537efd5456aea83c2c4e9b658ccafbcbe6309c5d84c64"><div class="ttname"><a href="namespacearmnn.html#ae2f04a162585c0a5222a537efd5456aea83c2c4e9b658ccafbcbe6309c5d84c64">armnn::Compute::CpuRef</a></div><div class="ttdoc">CPU Execution: Reference C++ kernels. </div></div>
+<div class="ttc" id="classarmnn_1_1_tensor_shape_html"><div class="ttname"><a href="classarmnn_1_1_tensor_shape.html">armnn::TensorShape</a></div><div class="ttdef"><b>Definition:</b> <a href="_tensor_8hpp_source.html#l00020">Tensor.hpp:20</a></div></div>
+<div class="ttc" id="structarmnn_utils_1_1_parser_prototxt_fixture_html"><div class="ttname"><a href="structarmnn_utils_1_1_parser_prototxt_fixture.html">armnnUtils::ParserPrototxtFixture</a></div><div class="ttdef"><b>Definition:</b> <a href="_parser_prototxt_fixture_8hpp_source.html#l00024">ParserPrototxtFixture.hpp:24</a></div></div>
+<div class="ttc" id="namespacearmnn_html_a674efcf6cbdb9e831d653ff0e821fb38"><div class="ttname"><a href="namespacearmnn.html#a674efcf6cbdb9e831d653ff0e821fb38">armnn::IOptimizedNetworkPtr</a></div><div class="ttdeci">std::unique_ptr&lt; IOptimizedNetwork, void(*)(IOptimizedNetwork *network)&gt; IOptimizedNetworkPtr</div><div class="ttdef"><b>Definition:</b> <a href="_i_network_8hpp_source.html#l00544">INetwork.hpp:544</a></div></div>
+<div class="ttc" id="structarmnn_utils_1_1_parser_prototxt_fixture_html_add32b4d209a5b5d6ea6db94b9894ad75"><div class="ttname"><a href="structarmnn_utils_1_1_parser_prototxt_fixture.html#add32b4d209a5b5d6ea6db94b9894ad75">armnnUtils::ParserPrototxtFixture::m_SingleOutputName</a></div><div class="ttdeci">std::string m_SingleOutputName</div><div class="ttdef"><b>Definition:</b> <a href="_parser_prototxt_fixture_8hpp_source.html#l00077">ParserPrototxtFixture.hpp:77</a></div></div>
+<div class="ttc" id="namespacearmnn_html_a83015160d8c67d5d77735eb0d4033d9a"><div class="ttname"><a href="namespacearmnn.html#a83015160d8c67d5d77735eb0d4033d9a">armnn::NetworkId</a></div><div class="ttdeci">int NetworkId</div><div class="ttdef"><b>Definition:</b> <a href="_i_runtime_8hpp_source.html#l00019">IRuntime.hpp:19</a></div></div>
+<div class="ttc" id="namespacearmnn_html_a150468a02bd7b2d2d061c4aaaee939f0"><div class="ttname"><a href="namespacearmnn.html#a150468a02bd7b2d2d061c4aaaee939f0">armnn::IRuntimePtr</a></div><div class="ttdeci">std::unique_ptr&lt; IRuntime, void(*)(IRuntime *runtime)&gt; IRuntimePtr</div><div class="ttdef"><b>Definition:</b> <a href="_i_runtime_8hpp_source.html#l00024">IRuntime.hpp:24</a></div></div>
+<div class="ttc" id="_tensor_helpers_8hpp_html_a0b8fbb443d2cf34a41f6aaae934e3dcb"><div class="ttname"><a href="_tensor_helpers_8hpp.html#a0b8fbb443d2cf34a41f6aaae934e3dcb">CompareTensors</a></div><div class="ttdeci">boost::test_tools::predicate_result CompareTensors(const boost::multi_array&lt; T, n &gt; &amp;a, const boost::multi_array&lt; T, n &gt; &amp;b, bool compareBoolean=false)</div><div class="ttdef"><b>Definition:</b> <a href="_tensor_helpers_8hpp_source.html#l00075">TensorHelpers.hpp:75</a></div></div>
+<div class="ttc" id="_tensor_helpers_8hpp_html"><div class="ttname"><a href="_tensor_helpers_8hpp.html">TensorHelpers.hpp</a></div></div>
+<div class="ttc" id="structarmnn_utils_1_1_parser_prototxt_fixture_html_a2da3f1bce243a9798902db85891fd733"><div class="ttname"><a href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a2da3f1bce243a9798902db85891fd733">armnnUtils::ParserPrototxtFixture::m_SingleOutputShape</a></div><div class="ttdeci">armnn::TensorShape m_SingleOutputShape</div><div class="ttdef"><b>Definition:</b> <a href="_parser_prototxt_fixture_8hpp_source.html#l00082">ParserPrototxtFixture.hpp:82</a></div></div>
+<div class="ttc" id="structarmnn_utils_1_1_parser_prototxt_fixture_html_a769404f2985a027a0d626fedfd4de1e9"><div class="ttname"><a href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a769404f2985a027a0d626fedfd4de1e9">armnnUtils::ParserPrototxtFixture::Setup</a></div><div class="ttdeci">void Setup()</div><div class="ttdef"><b>Definition:</b> <a href="_parser_prototxt_fixture_8hpp_source.html#l00140">ParserPrototxtFixture.hpp:140</a></div></div>
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