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<div class="title">NetworkExecutionUtils.cpp</div> </div>
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<a href="_network_execution_utils_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> <span class="comment">//</span></div><div class="line"><a name="l00002"></a><span class="lineno"> 2</span> <span class="comment">// Copyright © 2020 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> </div><div class="line"><a name="l00006"></a><span class="lineno"> 6</span> <span class="preprocessor">#include "<a class="code" href="_network_execution_utils_8hpp.xhtml">NetworkExecutionUtils.hpp</a>"</span></div><div class="line"><a name="l00007"></a><span class="lineno"> 7</span> </div><div class="line"><a name="l00008"></a><span class="lineno"> 8</span> <span class="preprocessor">#include <<a class="code" href="_filesystem_8hpp.xhtml">Filesystem.hpp</a>></span></div><div class="line"><a name="l00009"></a><span class="lineno"> 9</span> <span class="preprocessor">#include <<a class="code" href="_inference_test_8hpp.xhtml">InferenceTest.hpp</a>></span></div><div class="line"><a name="l00010"></a><span class="lineno"> 10</span> <span class="preprocessor">#include <<a class="code" href="_resolve_type_8hpp.xhtml">ResolveType.hpp</a>></span></div><div class="line"><a name="l00011"></a><span class="lineno"> 11</span> </div><div class="line"><a name="l00012"></a><span class="lineno"> 12</span> <span class="preprocessor">#if defined(ARMNN_SERIALIZER)</span></div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span> <span class="preprocessor">#include "<a class="code" href="_i_deserializer_8hpp.xhtml">armnnDeserializer/IDeserializer.hpp</a>"</span></div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span> <span class="preprocessor">#endif</span></div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span> <span class="preprocessor">#if defined(ARMNN_CAFFE_PARSER)</span></div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span> <span class="preprocessor">#include "<a class="code" href="_i_caffe_parser_8hpp.xhtml">armnnCaffeParser/ICaffeParser.hpp</a>"</span></div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span> <span class="preprocessor">#endif</span></div><div class="line"><a name="l00018"></a><span class="lineno"> 18</span> <span class="preprocessor">#if defined(ARMNN_TF_PARSER)</span></div><div class="line"><a name="l00019"></a><span class="lineno"> 19</span> <span class="preprocessor">#include "<a class="code" href="_i_tf_parser_8hpp.xhtml">armnnTfParser/ITfParser.hpp</a>"</span></div><div class="line"><a name="l00020"></a><span class="lineno"> 20</span> <span class="preprocessor">#endif</span></div><div class="line"><a name="l00021"></a><span class="lineno"> 21</span> <span class="preprocessor">#if defined(ARMNN_TF_LITE_PARSER)</span></div><div class="line"><a name="l00022"></a><span class="lineno"> 22</span> <span class="preprocessor">#include "<a class="code" href="_i_tf_lite_parser_8hpp.xhtml">armnnTfLiteParser/ITfLiteParser.hpp</a>"</span></div><div class="line"><a name="l00023"></a><span class="lineno"> 23</span> <span class="preprocessor">#endif</span></div><div class="line"><a name="l00024"></a><span class="lineno"> 24</span> <span class="preprocessor">#if defined(ARMNN_ONNX_PARSER)</span></div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span> <span class="preprocessor">#include "<a class="code" href="_i_onnx_parser_8hpp.xhtml">armnnOnnxParser/IOnnxParser.hpp</a>"</span></div><div class="line"><a name="l00026"></a><span class="lineno"> 26</span> <span class="preprocessor">#endif</span></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="keyword">template</span><armnn::DataType NonQuantizedType></div><div class="line"><a name="l00029"></a><span class="lineno"> 29</span> <span class="keyword">auto</span> <a class="code" href="_network_execution_utils_8cpp.xhtml#a8d201792dfdc5afeb9fb367f18424879">ParseDataArray</a>(std::istream& stream);</div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span> </div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span> <span class="keyword">template</span><armnn::DataType QuantizedType></div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span> <span class="keyword">auto</span> <a class="code" href="_network_execution_utils_8cpp.xhtml#a8d201792dfdc5afeb9fb367f18424879">ParseDataArray</a>(std::istream& stream,</div><div class="line"><a name="l00033"></a><span class="lineno"> 33</span>  <span class="keyword">const</span> <span class="keywordtype">float</span>& quantizationScale,</div><div class="line"><a name="l00034"></a><span class="lineno"> 34</span>  <span class="keyword">const</span> int32_t& quantizationOffset);</div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span> </div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span> <span class="keyword">template</span><></div><div class="line"><a name="l00037"></a><span class="lineno"><a class="line" href="_network_execution_utils_8cpp.xhtml#a4df6709e600ce8b65bfe9c437d1b74ee"> 37</a></span> <span class="keyword">auto</span> ParseDataArray<armnn::DataType::Float32>(std::istream& stream)</div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span> {</div><div class="line"><a name="l00039"></a><span class="lineno"> 39</span>  <span class="keywordflow">return</span> ParseArrayImpl<float>(stream, [](<span class="keyword">const</span> std::string& s) { <span class="keywordflow">return</span> std::stof(s); });</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> </div><div class="line"><a name="l00042"></a><span class="lineno"> 42</span> <span class="keyword">template</span><></div><div class="line"><a name="l00043"></a><span class="lineno"><a class="line" href="_network_execution_utils_8cpp.xhtml#ae10f602aff1f13e92dd050d989d92449"> 43</a></span> <span class="keyword">auto</span> ParseDataArray<armnn::DataType::Signed32>(std::istream& stream)</div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span> {</div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span>  <span class="keywordflow">return</span> ParseArrayImpl<int>(stream, [](<span class="keyword">const</span> std::string& s) { <span class="keywordflow">return</span> std::stoi(s); });</div><div class="line"><a name="l00046"></a><span class="lineno"> 46</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="keyword">template</span><></div><div class="line"><a name="l00049"></a><span class="lineno"><a class="line" href="_network_execution_utils_8cpp.xhtml#a4685d1ed654dcb6ed9953b2578d56e64"> 49</a></span> <span class="keyword">auto</span> ParseDataArray<armnn::DataType::QAsymmU8>(std::istream& stream)</div><div class="line"><a name="l00050"></a><span class="lineno"> 50</span> {</div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span>  <span class="keywordflow">return</span> ParseArrayImpl<uint8_t>(stream,</div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span>  [](<span class="keyword">const</span> std::string& s) { <span class="keywordflow">return</span> <a class="code" href="namespacearmnn.xhtml#a375ca3cff9f1b005d1412dc5f3cf5b6e">armnn::numeric_cast</a><uint8_t>(std::stoi(s)); });</div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span> }</div><div class="line"><a name="l00054"></a><span class="lineno"> 54</span> </div><div class="line"><a name="l00055"></a><span class="lineno"> 55</span> <span class="keyword">template</span><></div><div class="line"><a name="l00056"></a><span class="lineno"><a class="line" href="_network_execution_utils_8cpp.xhtml#a8521265f59cdd13078ca7805add2ebfb"> 56</a></span> <span class="keyword">auto</span> ParseDataArray<armnn::DataType::QAsymmU8>(std::istream& stream,</div><div class="line"><a name="l00057"></a><span class="lineno"> 57</span>  <span class="keyword">const</span> <span class="keywordtype">float</span>& quantizationScale,</div><div class="line"><a name="l00058"></a><span class="lineno"> 58</span>  <span class="keyword">const</span> int32_t& quantizationOffset)</div><div class="line"><a name="l00059"></a><span class="lineno"> 59</span> {</div><div class="line"><a name="l00060"></a><span class="lineno"> 60</span>  <span class="keywordflow">return</span> ParseArrayImpl<uint8_t>(stream,</div><div class="line"><a name="l00061"></a><span class="lineno"> 61</span>  [&quantizationScale, &quantizationOffset](<span class="keyword">const</span> std::string& s)</div><div class="line"><a name="l00062"></a><span class="lineno"> 62</span>  {</div><div class="line"><a name="l00063"></a><span class="lineno"> 63</span>  <span class="keywordflow">return</span> <a class="code" href="namespacearmnn.xhtml#a375ca3cff9f1b005d1412dc5f3cf5b6e">armnn::numeric_cast</a><uint8_t>(</div><div class="line"><a name="l00064"></a><span class="lineno"> 64</span>  armnn::Quantize<uint8_t>(std::stof(s),</div><div class="line"><a name="l00065"></a><span class="lineno"> 65</span>  quantizationScale,</div><div class="line"><a name="l00066"></a><span class="lineno"> 66</span>  quantizationOffset));</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"> 69</span> </div><div class="line"><a name="l00070"></a><span class="lineno"> 70</span> <span class="keyword">template</span><armnn::DataType ArmnnType, <span class="keyword">typename</span> T = armnn::ResolveType<ArmnnType>></div><div class="line"><a name="l00071"></a><span class="lineno"><a class="line" href="_network_execution_utils_8cpp.xhtml#a58bdd8fd6eb07e445789f5cc3880301a"> 71</a></span> std::vector<T> <a class="code" href="_network_execution_utils_8cpp.xhtml#a58bdd8fd6eb07e445789f5cc3880301a">GenerateDummyTensorData</a>(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> numElements)</div><div class="line"><a name="l00072"></a><span class="lineno"> 72</span> {</div><div class="line"><a name="l00073"></a><span class="lineno"> 73</span>  <span class="keywordflow">return</span> std::vector<T>(numElements, <span class="keyword">static_cast<</span>T<span class="keyword">></span>(0));</div><div class="line"><a name="l00074"></a><span class="lineno"> 74</span> }</div><div class="line"><a name="l00075"></a><span class="lineno"> 75</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="_network_execution_utils_8hpp.xhtml#a7dfb0158a3b76d682b4fcfe434ad2d7a"> 77</a></span> std::vector<unsigned int> <a class="code" href="_network_execution_utils_8cpp.xhtml#a7dfb0158a3b76d682b4fcfe434ad2d7a">ParseArray</a>(std::istream& stream)</div><div class="line"><a name="l00078"></a><span class="lineno"> 78</span> {</div><div class="line"><a name="l00079"></a><span class="lineno"> 79</span>  <span class="keywordflow">return</span> ParseArrayImpl<unsigned int>(</div><div class="line"><a name="l00080"></a><span class="lineno"> 80</span>  stream,</div><div class="line"><a name="l00081"></a><span class="lineno"> 81</span>  [](<span class="keyword">const</span> std::string& s) { <span class="keywordflow">return</span> <a class="code" href="namespacearmnn.xhtml#a375ca3cff9f1b005d1412dc5f3cf5b6e">armnn::numeric_cast</a><<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span>>(std::stoi(s)); });</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"><a class="line" href="_network_execution_utils_8hpp.xhtml#a1842dfaf4b24f36146a0cf6731ed75b7"> 84</a></span> std::vector<std::string> <a class="code" href="_network_execution_utils_8cpp.xhtml#a1842dfaf4b24f36146a0cf6731ed75b7">ParseStringList</a>(<span class="keyword">const</span> std::string& inputString, <span class="keyword">const</span> <span class="keywordtype">char</span>* delimiter)</div><div class="line"><a name="l00085"></a><span class="lineno"> 85</span> {</div><div class="line"><a name="l00086"></a><span class="lineno"> 86</span>  std::stringstream stream(inputString);</div><div class="line"><a name="l00087"></a><span class="lineno"> 87</span>  <span class="keywordflow">return</span> ParseArrayImpl<std::string>(stream, [](<span class="keyword">const</span> std::string& s) {</div><div class="line"><a name="l00088"></a><span class="lineno"> 88</span>  <span class="keywordflow">return</span> <a class="code" href="namespacearmnn_1_1string_utils.xhtml#ac5da14c1462870eef77ca8ac4bb5afe5">armnn::stringUtils::StringTrimCopy</a>(s); }, delimiter);</div><div class="line"><a name="l00089"></a><span class="lineno"> 89</span> }</div><div class="line"><a name="l00090"></a><span class="lineno"> 90</span> </div><div class="line"><a name="l00091"></a><span class="lineno"> 91</span> </div><div class="line"><a name="l00092"></a><span class="lineno"><a class="line" href="struct_tensor_printer.xhtml#a0677e34294f161be8655f14004ff7fbb"> 92</a></span> <a class="code" href="struct_tensor_printer.xhtml#a0677e34294f161be8655f14004ff7fbb">TensorPrinter::TensorPrinter</a>(<span class="keyword">const</span> std::string& binding,</div><div class="line"><a name="l00093"></a><span class="lineno"> 93</span>  <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_tensor_info.xhtml">armnn::TensorInfo</a>& info,</div><div class="line"><a name="l00094"></a><span class="lineno"> 94</span>  <span class="keyword">const</span> std::string& outputTensorFile,</div><div class="line"><a name="l00095"></a><span class="lineno"> 95</span>  <span class="keywordtype">bool</span> dequantizeOutput)</div><div class="line"><a name="l00096"></a><span class="lineno"> 96</span>  : m_OutputBinding(binding)</div><div class="line"><a name="l00097"></a><span class="lineno"> 97</span>  , m_Scale(info.GetQuantizationScale())</div><div class="line"><a name="l00098"></a><span class="lineno"> 98</span>  , m_Offset(info.GetQuantizationOffset())</div><div class="line"><a name="l00099"></a><span class="lineno"> 99</span>  , m_OutputTensorFile(outputTensorFile)</div><div class="line"><a name="l00100"></a><span class="lineno"> 100</span>  , m_DequantizeOutput(dequantizeOutput) {}</div><div class="line"><a name="l00101"></a><span class="lineno"> 101</span> </div><div class="line"><a name="l00102"></a><span class="lineno"><a class="line" href="struct_tensor_printer.xhtml#aa0a96118f11a4b009ac07643cd266a76"> 102</a></span> <span class="keywordtype">void</span> <a class="code" href="struct_tensor_printer.xhtml#aa0a96118f11a4b009ac07643cd266a76">TensorPrinter::operator()</a>(<span class="keyword">const</span> std::vector<float>& values)</div><div class="line"><a name="l00103"></a><span class="lineno"> 103</span> {</div><div class="line"><a name="l00104"></a><span class="lineno"> 104</span>  ForEachValue(values, [](<span class="keywordtype">float</span> value)</div><div class="line"><a name="l00105"></a><span class="lineno"> 105</span>  {</div><div class="line"><a name="l00106"></a><span class="lineno"> 106</span>  printf(<span class="stringliteral">"%f "</span>, value);</div><div class="line"><a name="l00107"></a><span class="lineno"> 107</span>  });</div><div class="line"><a name="l00108"></a><span class="lineno"> 108</span>  WriteToFile(values);</div><div class="line"><a name="l00109"></a><span class="lineno"> 109</span> }</div><div class="line"><a name="l00110"></a><span class="lineno"> 110</span> </div><div class="line"><a name="l00111"></a><span class="lineno"><a class="line" href="struct_tensor_printer.xhtml#a20b25d69990e958ef791a82905e1cab3"> 111</a></span> <span class="keywordtype">void</span> <a class="code" href="struct_tensor_printer.xhtml#aa0a96118f11a4b009ac07643cd266a76">TensorPrinter::operator()</a>(<span class="keyword">const</span> std::vector<uint8_t>& values)</div><div class="line"><a name="l00112"></a><span class="lineno"> 112</span> {</div><div class="line"><a name="l00113"></a><span class="lineno"> 113</span>  <span class="keywordflow">if</span>(m_DequantizeOutput)</div><div class="line"><a name="l00114"></a><span class="lineno"> 114</span>  {</div><div class="line"><a name="l00115"></a><span class="lineno"> 115</span>  <span class="keyword">auto</span>& scale = m_Scale;</div><div class="line"><a name="l00116"></a><span class="lineno"> 116</span>  <span class="keyword">auto</span>& offset = m_Offset;</div><div class="line"><a name="l00117"></a><span class="lineno"> 117</span>  std::vector<float> dequantizedValues;</div><div class="line"><a name="l00118"></a><span class="lineno"> 118</span>  ForEachValue(values, [&scale, &offset, &dequantizedValues](uint8_t value)</div><div class="line"><a name="l00119"></a><span class="lineno"> 119</span>  {</div><div class="line"><a name="l00120"></a><span class="lineno"> 120</span>  <span class="keyword">auto</span> dequantizedValue = <a class="code" href="namespacearmnn.xhtml#a855293b1be0581fb61ef6a1c5b027d0f">armnn::Dequantize</a>(value, scale, offset);</div><div class="line"><a name="l00121"></a><span class="lineno"> 121</span>  printf(<span class="stringliteral">"%f "</span>, dequantizedValue);</div><div class="line"><a name="l00122"></a><span class="lineno"> 122</span>  dequantizedValues.push_back(dequantizedValue);</div><div class="line"><a name="l00123"></a><span class="lineno"> 123</span>  });</div><div class="line"><a name="l00124"></a><span class="lineno"> 124</span>  WriteToFile(dequantizedValues);</div><div class="line"><a name="l00125"></a><span class="lineno"> 125</span>  }</div><div class="line"><a name="l00126"></a><span class="lineno"> 126</span>  <span class="keywordflow">else</span></div><div class="line"><a name="l00127"></a><span class="lineno"> 127</span>  {</div><div class="line"><a name="l00128"></a><span class="lineno"> 128</span>  <span class="keyword">const</span> std::vector<int> intValues(values.begin(), values.end());</div><div class="line"><a name="l00129"></a><span class="lineno"> 129</span>  <a class="code" href="struct_tensor_printer.xhtml#aa0a96118f11a4b009ac07643cd266a76">operator()</a>(intValues);</div><div class="line"><a name="l00130"></a><span class="lineno"> 130</span>  }</div><div class="line"><a name="l00131"></a><span class="lineno"> 131</span> }</div><div class="line"><a name="l00132"></a><span class="lineno"> 132</span> </div><div class="line"><a name="l00133"></a><span class="lineno"><a class="line" href="struct_tensor_printer.xhtml#a8d12b1e698e09b7b7049d6f9030c9c13"> 133</a></span> <span class="keywordtype">void</span> <a class="code" href="struct_tensor_printer.xhtml#aa0a96118f11a4b009ac07643cd266a76">TensorPrinter::operator()</a>(<span class="keyword">const</span> std::vector<int>& values)</div><div class="line"><a name="l00134"></a><span class="lineno"> 134</span> {</div><div class="line"><a name="l00135"></a><span class="lineno"> 135</span>  ForEachValue(values, [](<span class="keywordtype">int</span> value)</div><div class="line"><a name="l00136"></a><span class="lineno"> 136</span>  {</div><div class="line"><a name="l00137"></a><span class="lineno"> 137</span>  printf(<span class="stringliteral">"%d "</span>, value);</div><div class="line"><a name="l00138"></a><span class="lineno"> 138</span>  });</div><div class="line"><a name="l00139"></a><span class="lineno"> 139</span>  WriteToFile(values);</div><div class="line"><a name="l00140"></a><span class="lineno"> 140</span> }</div><div class="line"><a name="l00141"></a><span class="lineno"> 141</span> </div><div class="line"><a name="l00142"></a><span class="lineno"> 142</span> <span class="keyword">template</span><<span class="keyword">typename</span> Container, <span class="keyword">typename</span> Delegate></div><div class="line"><a name="l00143"></a><span class="lineno"> 143</span> <span class="keywordtype">void</span> TensorPrinter::ForEachValue(<span class="keyword">const</span> Container& c, Delegate delegate)</div><div class="line"><a name="l00144"></a><span class="lineno"> 144</span> {</div><div class="line"><a name="l00145"></a><span class="lineno"> 145</span>  std::cout << m_OutputBinding << <span class="stringliteral">": "</span>;</div><div class="line"><a name="l00146"></a><span class="lineno"> 146</span>  <span class="keywordflow">for</span> (<span class="keyword">const</span> <span class="keyword">auto</span>& value : c)</div><div class="line"><a name="l00147"></a><span class="lineno"> 147</span>  {</div><div class="line"><a name="l00148"></a><span class="lineno"> 148</span>  delegate(value);</div><div class="line"><a name="l00149"></a><span class="lineno"> 149</span>  }</div><div class="line"><a name="l00150"></a><span class="lineno"> 150</span>  printf(<span class="stringliteral">"\n"</span>);</div><div class="line"><a name="l00151"></a><span class="lineno"> 151</span> }</div><div class="line"><a name="l00152"></a><span class="lineno"> 152</span> </div><div class="line"><a name="l00153"></a><span class="lineno"> 153</span> <span class="keyword">template</span><<span class="keyword">typename</span> T></div><div class="line"><a name="l00154"></a><span class="lineno"> 154</span> <span class="keywordtype">void</span> TensorPrinter::WriteToFile(<span class="keyword">const</span> std::vector<T>& values)</div><div class="line"><a name="l00155"></a><span class="lineno"> 155</span> {</div><div class="line"><a name="l00156"></a><span class="lineno"> 156</span>  <span class="keywordflow">if</span> (!m_OutputTensorFile.empty())</div><div class="line"><a name="l00157"></a><span class="lineno"> 157</span>  {</div><div class="line"><a name="l00158"></a><span class="lineno"> 158</span>  std::ofstream outputTensorFile;</div><div class="line"><a name="l00159"></a><span class="lineno"> 159</span>  outputTensorFile.open(m_OutputTensorFile, std::ofstream::out | std::ofstream::trunc);</div><div class="line"><a name="l00160"></a><span class="lineno"> 160</span>  <span class="keywordflow">if</span> (outputTensorFile.is_open())</div><div class="line"><a name="l00161"></a><span class="lineno"> 161</span>  {</div><div class="line"><a name="l00162"></a><span class="lineno"> 162</span>  outputTensorFile << m_OutputBinding << <span class="stringliteral">": "</span>;</div><div class="line"><a name="l00163"></a><span class="lineno"> 163</span>  std::copy(values.begin(), values.end(), std::ostream_iterator<T>(outputTensorFile, <span class="stringliteral">" "</span>));</div><div class="line"><a name="l00164"></a><span class="lineno"> 164</span>  }</div><div class="line"><a name="l00165"></a><span class="lineno"> 165</span>  <span class="keywordflow">else</span></div><div class="line"><a name="l00166"></a><span class="lineno"> 166</span>  {</div><div class="line"><a name="l00167"></a><span class="lineno"> 167</span>  <a class="code" href="_logging_8hpp.xhtml#a7b6ad073975f437ec38ca7d20154727f">ARMNN_LOG</a>(info) << <span class="stringliteral">"Output Tensor File: "</span> << m_OutputTensorFile << <span class="stringliteral">" could not be opened!"</span>;</div><div class="line"><a name="l00168"></a><span class="lineno"> 168</span>  }</div><div class="line"><a name="l00169"></a><span class="lineno"> 169</span>  outputTensorFile.close();</div><div class="line"><a name="l00170"></a><span class="lineno"> 170</span>  }</div><div class="line"><a name="l00171"></a><span class="lineno"> 171</span> }</div><div class="line"><a name="l00172"></a><span class="lineno"> 172</span> </div><div class="line"><a name="l00173"></a><span class="lineno"><a class="line" href="_network_execution_utils_8cpp.xhtml#acf933608643ce27b3c68e3431d047d0a"> 173</a></span> <span class="keyword">using</span> <a class="code" href="_model_accuracy_checker_test_8cpp.xhtml#acf933608643ce27b3c68e3431d047d0a">TContainer</a> = mapbox::util::variant<std::vector<float>, std::vector<int>, std::vector<unsigned char>>;</div><div class="line"><a name="l00174"></a><span class="lineno"><a class="line" href="_network_execution_utils_8cpp.xhtml#a84f142f71062ee2b8a166701ecd7b53e"> 174</a></span> <span class="keyword">using</span> <a class="code" href="_network_execution_utils_8cpp.xhtml#a84f142f71062ee2b8a166701ecd7b53e">QuantizationParams</a> = std::pair<float, int32_t>;</div><div class="line"><a name="l00175"></a><span class="lineno"> 175</span> </div><div class="line"><a name="l00176"></a><span class="lineno"><a class="line" href="_network_execution_utils_8hpp.xhtml#adb958be77ea4f3663e50db710f1edbba"> 176</a></span> <span class="keywordtype">void</span> <a class="code" href="_network_execution_utils_8cpp.xhtml#adb958be77ea4f3663e50db710f1edbba">PopulateTensorWithData</a>(<a class="code" href="_model_accuracy_checker_test_8cpp.xhtml#acf933608643ce27b3c68e3431d047d0a">TContainer</a>& tensorData,</div><div class="line"><a name="l00177"></a><span class="lineno"> 177</span>  <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> numElements,</div><div class="line"><a name="l00178"></a><span class="lineno"> 178</span>  <span class="keyword">const</span> std::string& dataTypeStr,</div><div class="line"><a name="l00179"></a><span class="lineno"> 179</span>  <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_optional.xhtml">armnn::Optional<QuantizationParams></a>& qParams,</div><div class="line"><a name="l00180"></a><span class="lineno"> 180</span>  <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_optional.xhtml">armnn::Optional<std::string></a>& dataFile)</div><div class="line"><a name="l00181"></a><span class="lineno"> 181</span> {</div><div class="line"><a name="l00182"></a><span class="lineno"> 182</span>  <span class="keyword">const</span> <span class="keywordtype">bool</span> readFromFile = dataFile.<a class="code" href="classarmnn_1_1_optional_base.xhtml#a86b749ce2c4bc627fa8a1fcfaf0e314f">has_value</a>() && !dataFile.<a class="code" href="classarmnn_1_1_optional_reference_switch.xhtml#a77c7d528ac063d870b8c8426ec81c1c3">value</a>().empty();</div><div class="line"><a name="l00183"></a><span class="lineno"> 183</span>  <span class="keyword">const</span> <span class="keywordtype">bool</span> quantizeData = qParams.<a class="code" href="classarmnn_1_1_optional_base.xhtml#a86b749ce2c4bc627fa8a1fcfaf0e314f">has_value</a>();</div><div class="line"><a name="l00184"></a><span class="lineno"> 184</span> </div><div class="line"><a name="l00185"></a><span class="lineno"> 185</span>  std::ifstream inputTensorFile;</div><div class="line"><a name="l00186"></a><span class="lineno"> 186</span>  <span class="keywordflow">if</span> (readFromFile)</div><div class="line"><a name="l00187"></a><span class="lineno"> 187</span>  {</div><div class="line"><a name="l00188"></a><span class="lineno"> 188</span>  inputTensorFile = std::ifstream(dataFile.<a class="code" href="classarmnn_1_1_optional_reference_switch.xhtml#a77c7d528ac063d870b8c8426ec81c1c3">value</a>());</div><div class="line"><a name="l00189"></a><span class="lineno"> 189</span>  }</div><div class="line"><a name="l00190"></a><span class="lineno"> 190</span> </div><div class="line"><a name="l00191"></a><span class="lineno"> 191</span>  <span class="keywordflow">if</span> (dataTypeStr.compare(<span class="stringliteral">"float"</span>) == 0)</div><div class="line"><a name="l00192"></a><span class="lineno"> 192</span>  {</div><div class="line"><a name="l00193"></a><span class="lineno"> 193</span>  <span class="keywordflow">if</span> (quantizeData)</div><div class="line"><a name="l00194"></a><span class="lineno"> 194</span>  {</div><div class="line"><a name="l00195"></a><span class="lineno"> 195</span>  <span class="keyword">const</span> <span class="keywordtype">float</span> qScale = qParams.<a class="code" href="classarmnn_1_1_optional_reference_switch.xhtml#a77c7d528ac063d870b8c8426ec81c1c3">value</a>().first;</div><div class="line"><a name="l00196"></a><span class="lineno"> 196</span>  <span class="keyword">const</span> <span class="keywordtype">int</span> qOffset = qParams.<a class="code" href="classarmnn_1_1_optional_reference_switch.xhtml#a77c7d528ac063d870b8c8426ec81c1c3">value</a>().second;</div><div class="line"><a name="l00197"></a><span class="lineno"> 197</span> </div><div class="line"><a name="l00198"></a><span class="lineno"> 198</span>  tensorData = readFromFile ?</div><div class="line"><a name="l00199"></a><span class="lineno"> 199</span>  ParseDataArray<armnn::DataType::QAsymmU8>(inputTensorFile, qScale, qOffset) :</div><div class="line"><a name="l00200"></a><span class="lineno"> 200</span>  GenerateDummyTensorData<armnn::DataType::QAsymmU8>(numElements);</div><div class="line"><a name="l00201"></a><span class="lineno"> 201</span>  }</div><div class="line"><a name="l00202"></a><span class="lineno"> 202</span>  <span class="keywordflow">else</span></div><div class="line"><a name="l00203"></a><span class="lineno"> 203</span>  {</div><div class="line"><a name="l00204"></a><span class="lineno"> 204</span>  tensorData = readFromFile ?</div><div class="line"><a name="l00205"></a><span class="lineno"> 205</span>  ParseDataArray<armnn::DataType::Float32>(inputTensorFile) :</div><div class="line"><a name="l00206"></a><span class="lineno"> 206</span>  GenerateDummyTensorData<armnn::DataType::Float32>(numElements);</div><div class="line"><a name="l00207"></a><span class="lineno"> 207</span>  }</div><div class="line"><a name="l00208"></a><span class="lineno"> 208</span>  }</div><div class="line"><a name="l00209"></a><span class="lineno"> 209</span>  <span class="keywordflow">else</span> <span class="keywordflow">if</span> (dataTypeStr.compare(<span class="stringliteral">"int"</span>) == 0)</div><div class="line"><a name="l00210"></a><span class="lineno"> 210</span>  {</div><div class="line"><a name="l00211"></a><span class="lineno"> 211</span>  tensorData = readFromFile ?</div><div class="line"><a name="l00212"></a><span class="lineno"> 212</span>  ParseDataArray<armnn::DataType::Signed32>(inputTensorFile) :</div><div class="line"><a name="l00213"></a><span class="lineno"> 213</span>  GenerateDummyTensorData<armnn::DataType::Signed32>(numElements);</div><div class="line"><a name="l00214"></a><span class="lineno"> 214</span>  }</div><div class="line"><a name="l00215"></a><span class="lineno"> 215</span>  <span class="keywordflow">else</span> <span class="keywordflow">if</span> (dataTypeStr.compare(<span class="stringliteral">"qasymm8"</span>) == 0)</div><div class="line"><a name="l00216"></a><span class="lineno"> 216</span>  {</div><div class="line"><a name="l00217"></a><span class="lineno"> 217</span>  tensorData = readFromFile ?</div><div class="line"><a name="l00218"></a><span class="lineno"> 218</span>  ParseDataArray<armnn::DataType::QAsymmU8>(inputTensorFile) :</div><div class="line"><a name="l00219"></a><span class="lineno"> 219</span>  GenerateDummyTensorData<armnn::DataType::QAsymmU8>(numElements);</div><div class="line"><a name="l00220"></a><span class="lineno"> 220</span>  }</div><div class="line"><a name="l00221"></a><span class="lineno"> 221</span>  <span class="keywordflow">else</span></div><div class="line"><a name="l00222"></a><span class="lineno"> 222</span>  {</div><div class="line"><a name="l00223"></a><span class="lineno"> 223</span>  std::string errorMessage = <span class="stringliteral">"Unsupported tensor data type "</span> + dataTypeStr;</div><div class="line"><a name="l00224"></a><span class="lineno"> 224</span>  <a class="code" href="_logging_8hpp.xhtml#a7b6ad073975f437ec38ca7d20154727f">ARMNN_LOG</a>(fatal) << errorMessage;</div><div class="line"><a name="l00225"></a><span class="lineno"> 225</span> </div><div class="line"><a name="l00226"></a><span class="lineno"> 226</span>  inputTensorFile.close();</div><div class="line"><a name="l00227"></a><span class="lineno"> 227</span>  <span class="keywordflow">throw</span> <a class="code" href="classarmnn_1_1_exception.xhtml">armnn::Exception</a>(errorMessage);</div><div class="line"><a name="l00228"></a><span class="lineno"> 228</span>  }</div><div class="line"><a name="l00229"></a><span class="lineno"> 229</span> </div><div class="line"><a name="l00230"></a><span class="lineno"> 230</span>  inputTensorFile.close();</div><div class="line"><a name="l00231"></a><span class="lineno"> 231</span> }</div><div class="line"><a name="l00232"></a><span class="lineno"> 232</span> </div><div class="line"><a name="l00233"></a><span class="lineno"><a class="line" href="_network_execution_utils_8hpp.xhtml#a6506f23e2f4153a68c87ea03ae423b12"> 233</a></span> <span class="keywordtype">bool</span> <a class="code" href="_network_execution_utils_8cpp.xhtml#a6506f23e2f4153a68c87ea03ae423b12">ValidatePath</a>(<span class="keyword">const</span> std::string& file, <span class="keyword">const</span> <span class="keywordtype">bool</span> expectFile)</div><div class="line"><a name="l00234"></a><span class="lineno"> 234</span> {</div><div class="line"><a name="l00235"></a><span class="lineno"> 235</span>  <span class="keywordflow">if</span> (!fs::exists(file))</div><div class="line"><a name="l00236"></a><span class="lineno"> 236</span>  {</div><div class="line"><a name="l00237"></a><span class="lineno"> 237</span>  std::cerr << <span class="stringliteral">"Given file path '"</span> << file << <span class="stringliteral">"' does not exist"</span> << std::endl;</div><div class="line"><a name="l00238"></a><span class="lineno"> 238</span>  <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00239"></a><span class="lineno"> 239</span>  }</div><div class="line"><a name="l00240"></a><span class="lineno"> 240</span>  <span class="keywordflow">if</span> (!fs::is_regular_file(file) && expectFile)</div><div class="line"><a name="l00241"></a><span class="lineno"> 241</span>  {</div><div class="line"><a name="l00242"></a><span class="lineno"> 242</span>  std::cerr << <span class="stringliteral">"Given file path '"</span> << file << <span class="stringliteral">"' is not a regular file"</span> << std::endl;</div><div class="line"><a name="l00243"></a><span class="lineno"> 243</span>  <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l00244"></a><span class="lineno"> 244</span>  }</div><div class="line"><a name="l00245"></a><span class="lineno"> 245</span>  <span class="keywordflow">return</span> <span class="keyword">true</span>;</div><div class="line"><a name="l00246"></a><span class="lineno"> 246</span> }</div><div class="line"><a name="l00247"></a><span class="lineno"> 247</span> </div><div class="line"><a name="l00248"></a><span class="lineno"><a class="line" href="_network_execution_utils_8hpp.xhtml#aa8ad60308ed132ba939a09d48a97ac30"> 248</a></span> <span class="keywordtype">bool</span> <a class="code" href="_network_execution_utils_8cpp.xhtml#aa8ad60308ed132ba939a09d48a97ac30">ValidatePaths</a>(<span class="keyword">const</span> std::vector<std::string>& fileVec, <span class="keyword">const</span> <span class="keywordtype">bool</span> expectFile)</div><div class="line"><a name="l00249"></a><span class="lineno"> 249</span> {</div><div class="line"><a name="l00250"></a><span class="lineno"> 250</span>  <span class="keywordtype">bool</span> allPathsValid = <span class="keyword">true</span>;</div><div class="line"><a name="l00251"></a><span class="lineno"> 251</span>  <span class="keywordflow">for</span> (<span class="keyword">auto</span> <span class="keyword">const</span>& file : fileVec)</div><div class="line"><a name="l00252"></a><span class="lineno"> 252</span>  {</div><div class="line"><a name="l00253"></a><span class="lineno"> 253</span>  <span class="keywordflow">if</span>(!<a class="code" href="_network_execution_utils_8cpp.xhtml#a6506f23e2f4153a68c87ea03ae423b12">ValidatePath</a>(file, expectFile))</div><div class="line"><a name="l00254"></a><span class="lineno"> 254</span>  {</div><div class="line"><a name="l00255"></a><span class="lineno"> 255</span>  allPathsValid = <span class="keyword">false</span>;</div><div class="line"><a name="l00256"></a><span class="lineno"> 256</span>  }</div><div class="line"><a name="l00257"></a><span class="lineno"> 257</span>  }</div><div class="line"><a name="l00258"></a><span class="lineno"> 258</span>  <span class="keywordflow">return</span> allPathsValid;</div><div class="line"><a name="l00259"></a><span class="lineno"> 259</span> }</div><div class="line"><a name="l00260"></a><span class="lineno"> 260</span> </div><div class="line"><a name="l00261"></a><span class="lineno"> 261</span> </div><div class="line"><a name="l00262"></a><span class="lineno"> 262</span> </div><div class="ttc" id="namespacearmnn_xhtml_a855293b1be0581fb61ef6a1c5b027d0f"><div class="ttname"><a href="namespacearmnn.xhtml#a855293b1be0581fb61ef6a1c5b027d0f">armnn::Dequantize</a></div><div class="ttdeci">float Dequantize(QuantizedType value, float scale, int32_t offset)</div><div class="ttdoc">Dequantize an 8-bit data type into a floating point data type. </div><div class="ttdef"><b>Definition:</b> <a href="_types_utils_8cpp_source.xhtml#l00046">TypesUtils.cpp:46</a></div></div>
<div class="ttc" id="classarmnn_1_1_optional_xhtml"><div class="ttname"><a href="classarmnn_1_1_optional.xhtml">armnn::Optional</a></div><div class="ttdef"><b>Definition:</b> <a href="_optional_8hpp_source.xhtml#l00270">Optional.hpp:270</a></div></div>
<div class="ttc" id="classarmnn_1_1_tensor_info_xhtml"><div class="ttname"><a href="classarmnn_1_1_tensor_info.xhtml">armnn::TensorInfo</a></div><div class="ttdef"><b>Definition:</b> <a href="_tensor_8hpp_source.xhtml#l00152">Tensor.hpp:152</a></div></div>
<div class="ttc" id="_network_execution_utils_8cpp_xhtml_a7dfb0158a3b76d682b4fcfe434ad2d7a"><div class="ttname"><a href="_network_execution_utils_8cpp.xhtml#a7dfb0158a3b76d682b4fcfe434ad2d7a">ParseArray</a></div><div class="ttdeci">std::vector< unsigned int > ParseArray(std::istream &stream)</div><div class="ttdef"><b>Definition:</b> <a href="_network_execution_utils_8cpp_source.xhtml#l00077">NetworkExecutionUtils.cpp:77</a></div></div>
<div class="ttc" id="struct_tensor_printer_xhtml_aa0a96118f11a4b009ac07643cd266a76"><div class="ttname"><a href="struct_tensor_printer.xhtml#aa0a96118f11a4b009ac07643cd266a76">TensorPrinter::operator()</a></div><div class="ttdeci">void operator()(const std::vector< float > &values)</div><div class="ttdef"><b>Definition:</b> <a href="_network_execution_utils_8cpp_source.xhtml#l00102">NetworkExecutionUtils.cpp:102</a></div></div>
<div class="ttc" id="_network_execution_utils_8cpp_xhtml_a1842dfaf4b24f36146a0cf6731ed75b7"><div class="ttname"><a href="_network_execution_utils_8cpp.xhtml#a1842dfaf4b24f36146a0cf6731ed75b7">ParseStringList</a></div><div class="ttdeci">std::vector< std::string > ParseStringList(const std::string &inputString, const char *delimiter)</div><div class="ttdoc">Splits a given string at every accurance of delimiter into a vector of string. </div><div class="ttdef"><b>Definition:</b> <a href="_network_execution_utils_8cpp_source.xhtml#l00084">NetworkExecutionUtils.cpp:84</a></div></div>
<div class="ttc" id="_model_accuracy_checker_test_8cpp_xhtml_acf933608643ce27b3c68e3431d047d0a"><div class="ttname"><a href="_model_accuracy_checker_test_8cpp.xhtml#acf933608643ce27b3c68e3431d047d0a">TContainer</a></div><div class="ttdeci">mapbox::util::variant< std::vector< float >, std::vector< int >, std::vector< unsigned char > > TContainer</div><div class="ttdef"><b>Definition:</b> <a href="_model_accuracy_checker_test_8cpp_source.xhtml#l00055">ModelAccuracyCheckerTest.cpp:55</a></div></div>
<div class="ttc" id="_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#l00202">Logging.hpp:202</a></div></div>
<div class="ttc" id="_i_tf_parser_8hpp_xhtml"><div class="ttname"><a href="_i_tf_parser_8hpp.xhtml">ITfParser.hpp</a></div></div>
<div class="ttc" id="_network_execution_utils_8cpp_xhtml_a58bdd8fd6eb07e445789f5cc3880301a"><div class="ttname"><a href="_network_execution_utils_8cpp.xhtml#a58bdd8fd6eb07e445789f5cc3880301a">GenerateDummyTensorData</a></div><div class="ttdeci">std::vector< T > GenerateDummyTensorData(unsigned int numElements)</div><div class="ttdef"><b>Definition:</b> <a href="_network_execution_utils_8cpp_source.xhtml#l00071">NetworkExecutionUtils.cpp:71</a></div></div>
<div class="ttc" id="_resolve_type_8hpp_xhtml"><div class="ttname"><a href="_resolve_type_8hpp.xhtml">ResolveType.hpp</a></div></div>
<div class="ttc" id="_network_execution_utils_8cpp_xhtml_adb958be77ea4f3663e50db710f1edbba"><div class="ttname"><a href="_network_execution_utils_8cpp.xhtml#adb958be77ea4f3663e50db710f1edbba">PopulateTensorWithData</a></div><div class="ttdeci">void PopulateTensorWithData(TContainer &tensorData, unsigned int numElements, const std::string &dataTypeStr, const armnn::Optional< QuantizationParams > &qParams, const armnn::Optional< std::string > &dataFile)</div><div class="ttdef"><b>Definition:</b> <a href="_network_execution_utils_8cpp_source.xhtml#l00176">NetworkExecutionUtils.cpp:176</a></div></div>
<div class="ttc" id="classarmnn_1_1_optional_reference_switch_xhtml_a77c7d528ac063d870b8c8426ec81c1c3"><div class="ttname"><a href="classarmnn_1_1_optional_reference_switch.xhtml#a77c7d528ac063d870b8c8426ec81c1c3">armnn::OptionalReferenceSwitch::value</a></div><div class="ttdeci">const T & value() const</div><div class="ttdef"><b>Definition:</b> <a href="_optional_8hpp_source.xhtml#l00146">Optional.hpp:146</a></div></div>
<div class="ttc" id="_filesystem_8hpp_xhtml"><div class="ttname"><a href="_filesystem_8hpp.xhtml">Filesystem.hpp</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_1_1string_utils_xhtml_ac5da14c1462870eef77ca8ac4bb5afe5"><div class="ttname"><a href="namespacearmnn_1_1string_utils.xhtml#ac5da14c1462870eef77ca8ac4bb5afe5">armnn::stringUtils::StringTrimCopy</a></div><div class="ttdeci">std::string StringTrimCopy(const std::string &str, const std::string &chars="\\\")</div><div class="ttdoc">Trim from both the start and the end of a string, returns a trimmed copy of the string. </div><div class="ttdef"><b>Definition:</b> <a href="_string_utils_8hpp_source.xhtml#l00085">StringUtils.hpp:85</a></div></div>
<div class="ttc" id="_network_execution_utils_8cpp_xhtml_a8d201792dfdc5afeb9fb367f18424879"><div class="ttname"><a href="_network_execution_utils_8cpp.xhtml#a8d201792dfdc5afeb9fb367f18424879">ParseDataArray</a></div><div class="ttdeci">auto ParseDataArray(std::istream &stream)</div></div>
<div class="ttc" id="classarmnn_1_1_optional_base_xhtml_a86b749ce2c4bc627fa8a1fcfaf0e314f"><div class="ttname"><a href="classarmnn_1_1_optional_base.xhtml#a86b749ce2c4bc627fa8a1fcfaf0e314f">armnn::OptionalBase::has_value</a></div><div class="ttdeci">bool has_value() const noexcept</div><div class="ttdef"><b>Definition:</b> <a href="_optional_8hpp_source.xhtml#l00053">Optional.hpp:53</a></div></div>
<div class="ttc" id="_inference_test_8hpp_xhtml"><div class="ttname"><a href="_inference_test_8hpp.xhtml">InferenceTest.hpp</a></div></div>
<div class="ttc" id="_network_execution_utils_8cpp_xhtml_aa8ad60308ed132ba939a09d48a97ac30"><div class="ttname"><a href="_network_execution_utils_8cpp.xhtml#aa8ad60308ed132ba939a09d48a97ac30">ValidatePaths</a></div><div class="ttdeci">bool ValidatePaths(const std::vector< std::string > &fileVec, const bool expectFile)</div><div class="ttdoc">Verifies if a given vector of strings are valid paths. </div><div class="ttdef"><b>Definition:</b> <a href="_network_execution_utils_8cpp_source.xhtml#l00248">NetworkExecutionUtils.cpp:248</a></div></div>
<div class="ttc" id="_i_onnx_parser_8hpp_xhtml"><div class="ttname"><a href="_i_onnx_parser_8hpp.xhtml">IOnnxParser.hpp</a></div></div>
<div class="ttc" id="struct_tensor_printer_xhtml_a0677e34294f161be8655f14004ff7fbb"><div class="ttname"><a href="struct_tensor_printer.xhtml#a0677e34294f161be8655f14004ff7fbb">TensorPrinter::TensorPrinter</a></div><div class="ttdeci">TensorPrinter(const std::string &binding, const armnn::TensorInfo &info, const std::string &outputTensorFile, bool dequantizeOutput)</div><div class="ttdef"><b>Definition:</b> <a href="_network_execution_utils_8cpp_source.xhtml#l00092">NetworkExecutionUtils.cpp:92</a></div></div>
<div class="ttc" id="_i_deserializer_8hpp_xhtml"><div class="ttname"><a href="_i_deserializer_8hpp.xhtml">IDeserializer.hpp</a></div></div>
<div class="ttc" id="classarmnn_1_1_exception_xhtml"><div class="ttname"><a href="classarmnn_1_1_exception.xhtml">armnn::Exception</a></div><div class="ttdoc">Base class for all ArmNN exceptions so that users can filter to just those. </div><div class="ttdef"><b>Definition:</b> <a href="_exceptions_8hpp_source.xhtml#l00046">Exceptions.hpp:46</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml_a375ca3cff9f1b005d1412dc5f3cf5b6e"><div class="ttname"><a href="namespacearmnn.xhtml#a375ca3cff9f1b005d1412dc5f3cf5b6e">armnn::numeric_cast</a></div><div class="ttdeci">std::enable_if_t< std::is_unsigned< Source >::value &&std::is_unsigned< Dest >::value, Dest > numeric_cast(Source source)</div><div class="ttdef"><b>Definition:</b> <a href="_numeric_cast_8hpp_source.xhtml#l00035">NumericCast.hpp:35</a></div></div>
<div class="ttc" id="_network_execution_utils_8cpp_xhtml_a6506f23e2f4153a68c87ea03ae423b12"><div class="ttname"><a href="_network_execution_utils_8cpp.xhtml#a6506f23e2f4153a68c87ea03ae423b12">ValidatePath</a></div><div class="ttdeci">bool ValidatePath(const std::string &file, const bool expectFile)</div><div class="ttdoc">Verifies if the given string is a valid path. </div><div class="ttdef"><b>Definition:</b> <a href="_network_execution_utils_8cpp_source.xhtml#l00233">NetworkExecutionUtils.cpp:233</a></div></div>
<div class="ttc" id="_network_execution_utils_8hpp_xhtml"><div class="ttname"><a href="_network_execution_utils_8hpp.xhtml">NetworkExecutionUtils.hpp</a></div></div>
<div class="ttc" id="_i_caffe_parser_8hpp_xhtml"><div class="ttname"><a href="_i_caffe_parser_8hpp.xhtml">ICaffeParser.hpp</a></div></div>
<div class="ttc" id="_network_execution_utils_8cpp_xhtml_a84f142f71062ee2b8a166701ecd7b53e"><div class="ttname"><a href="_network_execution_utils_8cpp.xhtml#a84f142f71062ee2b8a166701ecd7b53e">QuantizationParams</a></div><div class="ttdeci">std::pair< float, int32_t > QuantizationParams</div><div class="ttdef"><b>Definition:</b> <a href="_network_execution_utils_8cpp_source.xhtml#l00174">NetworkExecutionUtils.cpp:174</a></div></div>
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