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<div class="title">ArmNNQuantizerMain.cpp</div> </div>
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<a href="_arm_n_n_quantizer_main_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 © 2017 Arm Ltd. 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="src_2armnn_quantizer_2_command_line_processor_8hpp.xhtml">CommandLineProcessor.hpp</a>"</span></div><div class="line"><a name="l00007"></a><span class="lineno"> 7</span> <span class="preprocessor">#include <<a class="code" href="_i_deserializer_8hpp.xhtml">armnnDeserializer/IDeserializer.hpp</a>></span></div><div class="line"><a name="l00008"></a><span class="lineno"> 8</span> <span class="preprocessor">#include <<a class="code" href="_i_network_quantizer_8hpp.xhtml">armnnQuantizer/INetworkQuantizer.hpp</a>></span></div><div class="line"><a name="l00009"></a><span class="lineno"> 9</span> <span class="preprocessor">#include <<a class="code" href="_i_serializer_8hpp.xhtml">armnnSerializer/ISerializer.hpp</a>></span></div><div class="line"><a name="l00010"></a><span class="lineno"> 10</span> <span class="preprocessor">#include "<a class="code" href="_quantization_data_set_8hpp.xhtml">QuantizationDataSet.hpp</a>"</span></div><div class="line"><a name="l00011"></a><span class="lineno"> 11</span> <span class="preprocessor">#include "<a class="code" href="_quantization_input_8hpp.xhtml">QuantizationInput.hpp</a>"</span></div><div class="line"><a name="l00012"></a><span class="lineno"> 12</span> </div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span> <span class="preprocessor">#include <algorithm></span></div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span> <span class="preprocessor">#include <fstream></span></div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span> <span class="preprocessor">#include <iostream></span></div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span> </div><div class="line"><a name="l00017"></a><span class="lineno"><a class="line" href="_arm_n_n_quantizer_main_8cpp.xhtml#a0ddf1224851353fc92bfbff6f499fa97"> 17</a></span> <span class="keywordtype">int</span> <a class="code" href="_arm_n_n_quantizer_main_8cpp.xhtml#a0ddf1224851353fc92bfbff6f499fa97">main</a>(<span class="keywordtype">int</span> argc, <span class="keywordtype">char</span>* argv[])</div><div class="line"><a name="l00018"></a><span class="lineno"> 18</span> {</div><div class="line"><a name="l00019"></a><span class="lineno"> 19</span>  <a class="code" href="classarmnn_quantizer_1_1_command_line_processor.xhtml">armnnQuantizer::CommandLineProcessor</a> cmdline;</div><div class="line"><a name="l00020"></a><span class="lineno"> 20</span>  <span class="keywordflow">if</span> (!cmdline.<a class="code" href="classarmnn_quantizer_1_1_command_line_processor.xhtml#a2f7e28f477647e992871d50e7b793221">ProcessCommandLine</a>(argc, argv))</div><div class="line"><a name="l00021"></a><span class="lineno"> 21</span>  {</div><div class="line"><a name="l00022"></a><span class="lineno"> 22</span>  <span class="keywordflow">return</span> -1;</div><div class="line"><a name="l00023"></a><span class="lineno"> 23</span>  }</div><div class="line"><a name="l00024"></a><span class="lineno"> 24</span>  <a class="code" href="namespacearmnn_deserializer.xhtml#ad33c6040680106b9af566d7269d8c949">armnnDeserializer::IDeserializerPtr</a> parser = <a class="code" href="classarmnn_deserializer_1_1_i_deserializer.xhtml#af116abd698a7feb92876ae48917005a4">armnnDeserializer::IDeserializer::Create</a>();</div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span>  std::ifstream inputFileStream(cmdline.<a class="code" href="classarmnn_quantizer_1_1_command_line_processor.xhtml#a71f5ab806743bf42f0556299af110015">GetInputFileName</a>(), std::ios::binary);</div><div class="line"><a name="l00026"></a><span class="lineno"> 26</span>  std::vector<std::uint8_t> binaryContent;</div><div class="line"><a name="l00027"></a><span class="lineno"> 27</span>  <span class="keywordflow">while</span> (inputFileStream)</div><div class="line"><a name="l00028"></a><span class="lineno"> 28</span>  {</div><div class="line"><a name="l00029"></a><span class="lineno"> 29</span>  <span class="keywordtype">char</span> c;</div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span>  inputFileStream.get(c);</div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span>  <span class="keywordflow">if</span> (inputFileStream)</div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span>  {</div><div class="line"><a name="l00033"></a><span class="lineno"> 33</span>  binaryContent.push_back(static_cast<std::uint8_t>(c));</div><div class="line"><a name="l00034"></a><span class="lineno"> 34</span>  }</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>  inputFileStream.close();</div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span> </div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span>  <a class="code" href="structarmnn_1_1_quantizer_options.xhtml">armnn::QuantizerOptions</a> quantizerOptions;</div><div class="line"><a name="l00039"></a><span class="lineno"> 39</span> </div><div class="line"><a name="l00040"></a><span class="lineno"> 40</span>  <span class="keywordflow">if</span> (cmdline.<a class="code" href="classarmnn_quantizer_1_1_command_line_processor.xhtml#a65f6aca5479ebf0814123ff8f1a528e3">GetQuantizationScheme</a>() == <span class="stringliteral">"QAsymmS8"</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>  quantizerOptions.<a class="code" href="structarmnn_1_1_quantizer_options.xhtml#a64fb6dc5a9d3fe72b8f63364a10774a7">m_ActivationFormat</a> = <a class="code" href="namespacearmnn.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a9d02ea768c081d4bdb2b7cab0b3f510d">armnn::DataType::QAsymmS8</a>;</div><div class="line"><a name="l00043"></a><span class="lineno"> 43</span>  }</div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span>  <span class="keywordflow">else</span> <span class="keywordflow">if</span> (cmdline.<a class="code" href="classarmnn_quantizer_1_1_command_line_processor.xhtml#a65f6aca5479ebf0814123ff8f1a528e3">GetQuantizationScheme</a>() == <span class="stringliteral">"QSymmS16"</span>)</div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span>  {</div><div class="line"><a name="l00046"></a><span class="lineno"> 46</span>  quantizerOptions.<a class="code" href="structarmnn_1_1_quantizer_options.xhtml#a64fb6dc5a9d3fe72b8f63364a10774a7">m_ActivationFormat</a> = <a class="code" href="namespacearmnn.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a053c769dcf82d66ef326c86980c02ba7">armnn::DataType::QSymmS16</a>;</div><div class="line"><a name="l00047"></a><span class="lineno"> 47</span>  }</div><div class="line"><a name="l00048"></a><span class="lineno"> 48</span>  <span class="keywordflow">else</span></div><div class="line"><a name="l00049"></a><span class="lineno"> 49</span>  {</div><div class="line"><a name="l00050"></a><span class="lineno"> 50</span>  quantizerOptions.<a class="code" href="structarmnn_1_1_quantizer_options.xhtml#a64fb6dc5a9d3fe72b8f63364a10774a7">m_ActivationFormat</a> = <a class="code" href="namespacearmnn.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a0a3f57c876f5a230244c38e1453a8a6e">armnn::DataType::QAsymmU8</a>;</div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span>  }</div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span> </div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span>  quantizerOptions.<a class="code" href="structarmnn_1_1_quantizer_options.xhtml#a5bc42c844726d5fe782741617a893f43">m_PreserveType</a> = cmdline.<a class="code" href="classarmnn_quantizer_1_1_command_line_processor.xhtml#af84a4d480d3705770b752645816f1cfb">HasPreservedDataType</a>();</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>  <a class="code" href="namespacearmnn.xhtml#ace74f6f9feb95a964a49d79458232703">armnn::INetworkPtr</a> network = parser->CreateNetworkFromBinary(binaryContent);</div><div class="line"><a name="l00056"></a><span class="lineno"> 56</span>  <a class="code" href="namespacearmnn.xhtml#a41119e261eec9343888d2ceab1e4999a">armnn::INetworkQuantizerPtr</a> quantizer = <a class="code" href="classarmnn_1_1_i_network_quantizer.xhtml#a3a4d01d9351c02a703740290f226441f">armnn::INetworkQuantizer::Create</a>(network.get(), quantizerOptions);</div><div class="line"><a name="l00057"></a><span class="lineno"> 57</span> </div><div class="line"><a name="l00058"></a><span class="lineno"> 58</span>  <span class="keywordflow">if</span> (cmdline.<a class="code" href="classarmnn_quantizer_1_1_command_line_processor.xhtml#a1bb287242ae5ec2837a77f083c27a2ac">HasQuantizationData</a>())</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>  <a class="code" href="classarmnn_quantizer_1_1_quantization_data_set.xhtml">armnnQuantizer::QuantizationDataSet</a> dataSet = cmdline.<a class="code" href="classarmnn_quantizer_1_1_command_line_processor.xhtml#ab15c4ff152f368723ed71c2bb5a89be9">GetQuantizationDataSet</a>();</div><div class="line"><a name="l00061"></a><span class="lineno"> 61</span>  <span class="keywordflow">if</span> (!dataSet.<a class="code" href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#a8e12342fc420701fbffd97025421575a">IsEmpty</a>())</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="comment">// Get the Input Tensor Infos</span></div><div class="line"><a name="l00064"></a><span class="lineno"> 64</span>  <a class="code" href="classarmnn_quantizer_1_1_input_layer_strategy.xhtml">armnnQuantizer::InputLayerStrategy</a> inputLayerStrategy;</div><div class="line"><a name="l00065"></a><span class="lineno"> 65</span>  network-><a class="code" href="classarmnn_quantizer_1_1_input_layer_strategy.xhtml#a49f7f1098adb86fd2197d9aee3924de2">ExecuteStrategy</a>(inputLayerStrategy);</div><div class="line"><a name="l00066"></a><span class="lineno"> 66</span> </div><div class="line"><a name="l00067"></a><span class="lineno"> 67</span>  <span class="keywordflow">for</span> (<a class="code" href="classarmnn_quantizer_1_1_quantization_input.xhtml">armnnQuantizer::QuantizationInput</a> quantizationInput : dataSet)</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>  <a class="code" href="namespacearmnn.xhtml#aa01bce88f89975a5a031db4cc8861527">armnn::InputTensors</a> inputTensors;</div><div class="line"><a name="l00070"></a><span class="lineno"> 70</span>  std::vector<std::vector<float>> inputData(quantizationInput.GetNumberOfInputs());</div><div class="line"><a name="l00071"></a><span class="lineno"> 71</span>  std::vector<armnn::LayerBindingId> layerBindingIds = quantizationInput.GetLayerBindingIds();</div><div class="line"><a name="l00072"></a><span class="lineno"> 72</span>  <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> count = 0;</div><div class="line"><a name="l00073"></a><span class="lineno"> 73</span>  <span class="keywordflow">for</span> (<a class="code" href="namespacearmnn.xhtml#ab8cf8f9fb6792e654c2d8d8382f6f01b">armnn::LayerBindingId</a> layerBindingId : quantizationInput.GetLayerBindingIds())</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>  <a class="code" href="classarmnn_1_1_tensor_info.xhtml">armnn::TensorInfo</a> tensorInfo = inputLayerStrategy.<a class="code" href="classarmnn_quantizer_1_1_input_layer_strategy.xhtml#a92c60f374eb3e8a6cdbce39cb57c1db4">GetTensorInfo</a>(layerBindingId);</div><div class="line"><a name="l00076"></a><span class="lineno"> 76</span>  inputData[count] = quantizationInput.GetDataForEntry(layerBindingId);</div><div class="line"><a name="l00077"></a><span class="lineno"> 77</span>  <a class="code" href="classarmnn_1_1_const_tensor.xhtml">armnn::ConstTensor</a> inputTensor(tensorInfo, inputData[count].data());</div><div class="line"><a name="l00078"></a><span class="lineno"> 78</span>  inputTensors.push_back(std::make_pair(layerBindingId, inputTensor));</div><div class="line"><a name="l00079"></a><span class="lineno"> 79</span>  count++;</div><div class="line"><a name="l00080"></a><span class="lineno"> 80</span>  }</div><div class="line"><a name="l00081"></a><span class="lineno"> 81</span>  quantizer->Refine(inputTensors);</div><div class="line"><a name="l00082"></a><span class="lineno"> 82</span>  }</div><div class="line"><a name="l00083"></a><span class="lineno"> 83</span>  }</div><div class="line"><a name="l00084"></a><span class="lineno"> 84</span>  }</div><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>  <a class="code" href="namespacearmnn.xhtml#ace74f6f9feb95a964a49d79458232703">armnn::INetworkPtr</a> quantizedNetwork = quantizer->ExportNetwork();</div><div class="line"><a name="l00087"></a><span class="lineno"> 87</span>  <a class="code" href="namespacearmnn_serializer.xhtml#a550a83250b3ddebf15d5c13c224e3609">armnnSerializer::ISerializerPtr</a> <a class="code" href="namespacearmnn_serializer.xhtml">serializer</a> = <a class="code" href="classarmnn_serializer_1_1_i_serializer.xhtml#a3c51b5b078572dee02528bfae7202524">armnnSerializer::ISerializer::Create</a>();</div><div class="line"><a name="l00088"></a><span class="lineno"> 88</span>  serializer->Serialize(*quantizedNetwork);</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>  std::string output(cmdline.<a class="code" href="classarmnn_quantizer_1_1_command_line_processor.xhtml#a4358b78a2efe952366bc32b0d54e663e">GetOutputDirectoryName</a>());</div><div class="line"><a name="l00091"></a><span class="lineno"> 91</span>  output.append(cmdline.<a class="code" href="classarmnn_quantizer_1_1_command_line_processor.xhtml#a98ba4e2ee687673cbf7546788c8ea099">GetOutputFileName</a>());</div><div class="line"><a name="l00092"></a><span class="lineno"> 92</span>  std::ofstream outputFileStream;</div><div class="line"><a name="l00093"></a><span class="lineno"> 93</span>  outputFileStream.open(output);</div><div class="line"><a name="l00094"></a><span class="lineno"> 94</span>  serializer->SaveSerializedToStream(outputFileStream);</div><div class="line"><a name="l00095"></a><span class="lineno"> 95</span>  outputFileStream.flush();</div><div class="line"><a name="l00096"></a><span class="lineno"> 96</span>  outputFileStream.close();</div><div class="line"><a name="l00097"></a><span class="lineno"> 97</span> </div><div class="line"><a name="l00098"></a><span class="lineno"> 98</span>  <span class="keywordflow">return</span> 0;</div><div class="line"><a name="l00099"></a><span class="lineno"> 99</span> }</div><div class="ttc" id="classarmnn_quantizer_1_1_command_line_processor_xhtml_a1bb287242ae5ec2837a77f083c27a2ac"><div class="ttname"><a href="classarmnn_quantizer_1_1_command_line_processor.xhtml#a1bb287242ae5ec2837a77f083c27a2ac">armnnQuantizer::CommandLineProcessor::HasQuantizationData</a></div><div class="ttdeci">bool HasQuantizationData()</div><div class="ttdef"><b>Definition:</b> <a href="src_2armnn_quantizer_2_command_line_processor_8hpp_source.xhtml#l00038">CommandLineProcessor.hpp:38</a></div></div>
<div class="ttc" id="classarmnn_quantizer_1_1_command_line_processor_xhtml_a98ba4e2ee687673cbf7546788c8ea099"><div class="ttname"><a href="classarmnn_quantizer_1_1_command_line_processor.xhtml#a98ba4e2ee687673cbf7546788c8ea099">armnnQuantizer::CommandLineProcessor::GetOutputFileName</a></div><div class="ttdeci">std::string GetOutputFileName()</div><div class="ttdef"><b>Definition:</b> <a href="src_2armnn_quantizer_2_command_line_processor_8hpp_source.xhtml#l00034">CommandLineProcessor.hpp:34</a></div></div>
<div class="ttc" id="structarmnn_1_1_quantizer_options_xhtml_a64fb6dc5a9d3fe72b8f63364a10774a7"><div class="ttname"><a href="structarmnn_1_1_quantizer_options.xhtml#a64fb6dc5a9d3fe72b8f63364a10774a7">armnn::QuantizerOptions::m_ActivationFormat</a></div><div class="ttdeci">DataType m_ActivationFormat</div><div class="ttdef"><b>Definition:</b> <a href="_i_network_quantizer_8hpp_source.xhtml#l00025">INetworkQuantizer.hpp:25</a></div></div>
<div class="ttc" id="namespacearmnn_serializer_xhtml"><div class="ttname"><a href="namespacearmnn_serializer.xhtml">armnnSerializer</a></div><div class="ttdef"><b>Definition:</b> <a href="_i_serializer_8hpp_source.xhtml#l00011">ISerializer.hpp:11</a></div></div>
<div class="ttc" id="classarmnn_quantizer_1_1_quantization_data_set_xhtml"><div class="ttname"><a href="classarmnn_quantizer_1_1_quantization_data_set.xhtml">armnnQuantizer::QuantizationDataSet</a></div><div class="ttdoc">QuantizationDataSet is a structure which is created after parsing a quantization CSV file...</div><div class="ttdef"><b>Definition:</b> <a href="_quantization_data_set_8hpp_source.xhtml#l00018">QuantizationDataSet.hpp:18</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="classarmnn_quantizer_1_1_quantization_data_set_xhtml_a8e12342fc420701fbffd97025421575a"><div class="ttname"><a href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#a8e12342fc420701fbffd97025421575a">armnnQuantizer::QuantizationDataSet::IsEmpty</a></div><div class="ttdeci">bool IsEmpty() const</div><div class="ttdef"><b>Definition:</b> <a href="_quantization_data_set_8hpp_source.xhtml#l00029">QuantizationDataSet.hpp:29</a></div></div>
<div class="ttc" id="classarmnn_quantizer_1_1_command_line_processor_xhtml_a2f7e28f477647e992871d50e7b793221"><div class="ttname"><a href="classarmnn_quantizer_1_1_command_line_processor.xhtml#a2f7e28f477647e992871d50e7b793221">armnnQuantizer::CommandLineProcessor::ProcessCommandLine</a></div><div class="ttdeci">bool ProcessCommandLine(int argc, char *argv[])</div><div class="ttdef"><b>Definition:</b> <a href="src_2armnn_quantizer_2_command_line_processor_8cpp_source.xhtml#l00084">CommandLineProcessor.cpp:84</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml_a41119e261eec9343888d2ceab1e4999a"><div class="ttname"><a href="namespacearmnn.xhtml#a41119e261eec9343888d2ceab1e4999a">armnn::INetworkQuantizerPtr</a></div><div class="ttdeci">std::unique_ptr< class INetworkQuantizer, void(*)(INetworkQuantizer *quantizer)> INetworkQuantizerPtr</div><div class="ttdef"><b>Definition:</b> <a href="_i_network_quantizer_8hpp_source.xhtml#l00029">INetworkQuantizer.hpp:29</a></div></div>
<div class="ttc" id="classarmnn_deserializer_1_1_i_deserializer_xhtml_af116abd698a7feb92876ae48917005a4"><div class="ttname"><a href="classarmnn_deserializer_1_1_i_deserializer.xhtml#af116abd698a7feb92876ae48917005a4">armnnDeserializer::IDeserializer::Create</a></div><div class="ttdeci">static IDeserializerPtr Create()</div><div class="ttdef"><b>Definition:</b> <a href="_deserializer_8cpp_source.xhtml#l00046">Deserializer.cpp:46</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml_ad8ed01ff3ff33333d8e19db4d2818bb6a9d02ea768c081d4bdb2b7cab0b3f510d"><div class="ttname"><a href="namespacearmnn.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a9d02ea768c081d4bdb2b7cab0b3f510d">armnn::DataType::QAsymmS8</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml_aa01bce88f89975a5a031db4cc8861527"><div class="ttname"><a href="namespacearmnn.xhtml#aa01bce88f89975a5a031db4cc8861527">armnn::InputTensors</a></div><div class="ttdeci">std::vector< std::pair< LayerBindingId, class ConstTensor > > InputTensors</div><div class="ttdef"><b>Definition:</b> <a href="_tensor_8hpp_source.xhtml#l00340">Tensor.hpp:340</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml_ad8ed01ff3ff33333d8e19db4d2818bb6a053c769dcf82d66ef326c86980c02ba7"><div class="ttname"><a href="namespacearmnn.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a053c769dcf82d66ef326c86980c02ba7">armnn::DataType::QSymmS16</a></div></div>
<div class="ttc" id="classarmnn_quantizer_1_1_quantization_input_xhtml"><div class="ttname"><a href="classarmnn_quantizer_1_1_quantization_input.xhtml">armnnQuantizer::QuantizationInput</a></div><div class="ttdoc">QuantizationInput for specific pass ID, can list a corresponding raw data file for each LayerBindingI...</div><div class="ttdef"><b>Definition:</b> <a href="_quantization_input_8hpp_source.xhtml#l00016">QuantizationInput.hpp:16</a></div></div>
<div class="ttc" id="structarmnn_1_1_quantizer_options_xhtml"><div class="ttname"><a href="structarmnn_1_1_quantizer_options.xhtml">armnn::QuantizerOptions</a></div><div class="ttdef"><b>Definition:</b> <a href="_i_network_quantizer_8hpp_source.xhtml#l00015">INetworkQuantizer.hpp:15</a></div></div>
<div class="ttc" id="src_2armnn_quantizer_2_command_line_processor_8hpp_xhtml"><div class="ttname"><a href="src_2armnn_quantizer_2_command_line_processor_8hpp.xhtml">CommandLineProcessor.hpp</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml_ab8cf8f9fb6792e654c2d8d8382f6f01b"><div class="ttname"><a href="namespacearmnn.xhtml#ab8cf8f9fb6792e654c2d8d8382f6f01b">armnn::LayerBindingId</a></div><div class="ttdeci">int LayerBindingId</div><div class="ttdoc">Type of identifiers for bindable layers (inputs, outputs). </div><div class="ttdef"><b>Definition:</b> <a href="_types_8hpp_source.xhtml#l00210">Types.hpp:210</a></div></div>
<div class="ttc" id="classarmnn_quantizer_1_1_input_layer_strategy_xhtml"><div class="ttname"><a href="classarmnn_quantizer_1_1_input_layer_strategy.xhtml">armnnQuantizer::InputLayerStrategy</a></div><div class="ttdoc">Visitor class implementation to gather the TensorInfo for LayerBindingID for creation of ConstTensor ...</div><div class="ttdef"><b>Definition:</b> <a href="_quantization_data_set_8hpp_source.xhtml#l00046">QuantizationDataSet.hpp:46</a></div></div>
<div class="ttc" id="_quantization_data_set_8hpp_xhtml"><div class="ttname"><a href="_quantization_data_set_8hpp.xhtml">QuantizationDataSet.hpp</a></div></div>
<div class="ttc" id="classarmnn_quantizer_1_1_input_layer_strategy_xhtml_a92c60f374eb3e8a6cdbce39cb57c1db4"><div class="ttname"><a href="classarmnn_quantizer_1_1_input_layer_strategy.xhtml#a92c60f374eb3e8a6cdbce39cb57c1db4">armnnQuantizer::InputLayerStrategy::GetTensorInfo</a></div><div class="ttdeci">armnn::TensorInfo GetTensorInfo(armnn::LayerBindingId)</div><div class="ttdef"><b>Definition:</b> <a href="_quantization_data_set_8cpp_source.xhtml#l00067">QuantizationDataSet.cpp:67</a></div></div>
<div class="ttc" id="classarmnn_quantizer_1_1_command_line_processor_xhtml_af84a4d480d3705770b752645816f1cfb"><div class="ttname"><a href="classarmnn_quantizer_1_1_command_line_processor.xhtml#af84a4d480d3705770b752645816f1cfb">armnnQuantizer::CommandLineProcessor::HasPreservedDataType</a></div><div class="ttdeci">bool HasPreservedDataType()</div><div class="ttdef"><b>Definition:</b> <a href="src_2armnn_quantizer_2_command_line_processor_8hpp_source.xhtml#l00037">CommandLineProcessor.hpp:37</a></div></div>
<div class="ttc" id="_i_serializer_8hpp_xhtml"><div class="ttname"><a href="_i_serializer_8hpp.xhtml">ISerializer.hpp</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml_ad8ed01ff3ff33333d8e19db4d2818bb6a0a3f57c876f5a230244c38e1453a8a6e"><div class="ttname"><a href="namespacearmnn.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a0a3f57c876f5a230244c38e1453a8a6e">armnn::DataType::QAsymmU8</a></div></div>
<div class="ttc" id="classarmnn_1_1_const_tensor_xhtml"><div class="ttname"><a href="classarmnn_1_1_const_tensor.xhtml">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.xhtml#l00314">Tensor.hpp:314</a></div></div>
<div class="ttc" id="classarmnn_quantizer_1_1_command_line_processor_xhtml_a65f6aca5479ebf0814123ff8f1a528e3"><div class="ttname"><a href="classarmnn_quantizer_1_1_command_line_processor.xhtml#a65f6aca5479ebf0814123ff8f1a528e3">armnnQuantizer::CommandLineProcessor::GetQuantizationScheme</a></div><div class="ttdeci">std::string GetQuantizationScheme()</div><div class="ttdef"><b>Definition:</b> <a href="src_2armnn_quantizer_2_command_line_processor_8hpp_source.xhtml#l00035">CommandLineProcessor.hpp:35</a></div></div>
<div class="ttc" id="namespacearmnn_deserializer_xhtml_ad33c6040680106b9af566d7269d8c949"><div class="ttname"><a href="namespacearmnn_deserializer.xhtml#ad33c6040680106b9af566d7269d8c949">armnnDeserializer::IDeserializerPtr</a></div><div class="ttdeci">std::unique_ptr< IDeserializer, void(*)(IDeserializer *parser)> IDeserializerPtr</div><div class="ttdef"><b>Definition:</b> <a href="_i_deserializer_8hpp_source.xhtml#l00025">IDeserializer.hpp:25</a></div></div>
<div class="ttc" id="_arm_n_n_quantizer_main_8cpp_xhtml_a0ddf1224851353fc92bfbff6f499fa97"><div class="ttname"><a href="_arm_n_n_quantizer_main_8cpp.xhtml#a0ddf1224851353fc92bfbff6f499fa97">main</a></div><div class="ttdeci">int main(int argc, char *argv[])</div><div class="ttdef"><b>Definition:</b> <a href="_arm_n_n_quantizer_main_8cpp_source.xhtml#l00017">ArmNNQuantizerMain.cpp:17</a></div></div>
<div class="ttc" id="structarmnn_1_1_quantizer_options_xhtml_a5bc42c844726d5fe782741617a893f43"><div class="ttname"><a href="structarmnn_1_1_quantizer_options.xhtml#a5bc42c844726d5fe782741617a893f43">armnn::QuantizerOptions::m_PreserveType</a></div><div class="ttdeci">bool m_PreserveType</div><div class="ttdef"><b>Definition:</b> <a href="_i_network_quantizer_8hpp_source.xhtml#l00026">INetworkQuantizer.hpp:26</a></div></div>
<div class="ttc" id="classarmnn_quantizer_1_1_command_line_processor_xhtml_a71f5ab806743bf42f0556299af110015"><div class="ttname"><a href="classarmnn_quantizer_1_1_command_line_processor.xhtml#a71f5ab806743bf42f0556299af110015">armnnQuantizer::CommandLineProcessor::GetInputFileName</a></div><div class="ttdeci">std::string GetInputFileName()</div><div class="ttdef"><b>Definition:</b> <a href="src_2armnn_quantizer_2_command_line_processor_8hpp_source.xhtml#l00030">CommandLineProcessor.hpp:30</a></div></div>
<div class="ttc" id="namespacearmnn_serializer_xhtml_a550a83250b3ddebf15d5c13c224e3609"><div class="ttname"><a href="namespacearmnn_serializer.xhtml#a550a83250b3ddebf15d5c13c224e3609">armnnSerializer::ISerializerPtr</a></div><div class="ttdeci">std::unique_ptr< ISerializer, void(*)(ISerializer *serializer)> ISerializerPtr</div><div class="ttdef"><b>Definition:</b> <a href="_i_serializer_8hpp_source.xhtml#l00015">ISerializer.hpp:15</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="_quantization_input_8hpp_xhtml"><div class="ttname"><a href="_quantization_input_8hpp.xhtml">QuantizationInput.hpp</a></div></div>
<div class="ttc" id="classarmnn_quantizer_1_1_command_line_processor_xhtml_a4358b78a2efe952366bc32b0d54e663e"><div class="ttname"><a href="classarmnn_quantizer_1_1_command_line_processor.xhtml#a4358b78a2efe952366bc32b0d54e663e">armnnQuantizer::CommandLineProcessor::GetOutputDirectoryName</a></div><div class="ttdeci">std::string GetOutputDirectoryName()</div><div class="ttdef"><b>Definition:</b> <a href="src_2armnn_quantizer_2_command_line_processor_8hpp_source.xhtml#l00033">CommandLineProcessor.hpp:33</a></div></div>
<div class="ttc" id="classarmnn_quantizer_1_1_command_line_processor_xhtml_ab15c4ff152f368723ed71c2bb5a89be9"><div class="ttname"><a href="classarmnn_quantizer_1_1_command_line_processor.xhtml#ab15c4ff152f368723ed71c2bb5a89be9">armnnQuantizer::CommandLineProcessor::GetQuantizationDataSet</a></div><div class="ttdeci">QuantizationDataSet GetQuantizationDataSet()</div><div class="ttdef"><b>Definition:</b> <a href="src_2armnn_quantizer_2_command_line_processor_8hpp_source.xhtml#l00036">CommandLineProcessor.hpp:36</a></div></div>
<div class="ttc" id="classarmnn_serializer_1_1_i_serializer_xhtml_a3c51b5b078572dee02528bfae7202524"><div class="ttname"><a href="classarmnn_serializer_1_1_i_serializer.xhtml#a3c51b5b078572dee02528bfae7202524">armnnSerializer::ISerializer::Create</a></div><div class="ttdeci">static ISerializerPtr Create()</div><div class="ttdef"><b>Definition:</b> <a href="_serializer_8cpp_source.xhtml#l00036">Serializer.cpp:36</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml_ace74f6f9feb95a964a49d79458232703"><div class="ttname"><a href="namespacearmnn.xhtml#ace74f6f9feb95a964a49d79458232703">armnn::INetworkPtr</a></div><div class="ttdeci">std::unique_ptr< INetwork, void(*)(INetwork *network)> INetworkPtr</div><div class="ttdef"><b>Definition:</b> <a href="_i_network_8hpp_source.xhtml#l00173">INetwork.hpp:173</a></div></div>
<div class="ttc" id="classarmnn_quantizer_1_1_input_layer_strategy_xhtml_a49f7f1098adb86fd2197d9aee3924de2"><div class="ttname"><a href="classarmnn_quantizer_1_1_input_layer_strategy.xhtml#a49f7f1098adb86fd2197d9aee3924de2">armnnQuantizer::InputLayerStrategy::ExecuteStrategy</a></div><div class="ttdeci">virtual void ExecuteStrategy(const armnn::IConnectableLayer *layer, const armnn::BaseDescriptor &descriptor, const std::vector< armnn::ConstTensor > &constants, const char *name, const armnn::LayerBindingId id=0) override</div><div class="ttdoc">Visitor class implementation to gather the TensorInfo for LayerBindingID for creation of ConstTensor ...</div><div class="ttdef"><b>Definition:</b> <a href="_quantization_data_set_8cpp_source.xhtml#l00053">QuantizationDataSet.cpp:53</a></div></div>
<div class="ttc" id="classarmnn_1_1_i_network_quantizer_xhtml_a3a4d01d9351c02a703740290f226441f"><div class="ttname"><a href="classarmnn_1_1_i_network_quantizer.xhtml#a3a4d01d9351c02a703740290f226441f">armnn::INetworkQuantizer::Create</a></div><div class="ttdeci">static INetworkQuantizerPtr Create(INetwork *inputNetwork, const QuantizerOptions &options=QuantizerOptions())</div><div class="ttdoc">Create Quantizer object wrapped in unique_ptr. </div><div class="ttdef"><b>Definition:</b> <a href="_network_quantizer_8cpp_source.xhtml#l00041">NetworkQuantizer.cpp:41</a></div></div>
<div class="ttc" id="classarmnn_quantizer_1_1_command_line_processor_xhtml"><div class="ttname"><a href="classarmnn_quantizer_1_1_command_line_processor.xhtml">armnnQuantizer::CommandLineProcessor</a></div><div class="ttdef"><b>Definition:</b> <a href="src_2armnn_quantizer_2_command_line_processor_8hpp_source.xhtml#l00025">CommandLineProcessor.hpp:25</a></div></div>
<div class="ttc" id="_i_network_quantizer_8hpp_xhtml"><div class="ttname"><a href="_i_network_quantizer_8hpp.xhtml">INetworkQuantizer.hpp</a></div></div>
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