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| <a href="_quantization_data_set_8hpp.xhtml">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span> <span class="comment">//</span></div><div class="line"><a name="l00002"></a><span class="lineno"> 2</span> <span class="comment">// Copyright © 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">#pragma once</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 <map></span></div><div class="line"><a name="l00009"></a><span class="lineno"> 9</span> <span class="preprocessor">#include "<a class="code" href="_quantization_input_8hpp.xhtml">QuantizationInput.hpp</a>"</span></div><div class="line"><a name="l00010"></a><span class="lineno"> 10</span> <span class="preprocessor">#include "<a class="code" href="_layer_visitor_base_8hpp.xhtml">armnn/LayerVisitorBase.hpp</a>"</span></div><div class="line"><a name="l00011"></a><span class="lineno"> 11</span> <span class="preprocessor">#include "<a class="code" href="_tensor_8hpp.xhtml">armnn/Tensor.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="keyword">namespace </span><a class="code" href="namespacearmnn_quantizer.xhtml">armnnQuantizer</a></div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span> {</div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span> <span class="comment"></span></div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span> <span class="comment">/// QuantizationDataSet is a structure which is created after parsing a quantization CSV file.</span></div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span> <span class="comment">/// It contains records of filenames which contain refinement data per pass ID for binding ID.</span></div><div class="line"><a name="l00018"></a><span class="lineno"><a class="line" href="classarmnn_quantizer_1_1_quantization_data_set.xhtml"> 18</a></span> <span class="comment"></span><span class="keyword">class </span><a class="code" href="classarmnn_quantizer_1_1_quantization_data_set.xhtml">QuantizationDataSet</a></div><div class="line"><a name="l00019"></a><span class="lineno"> 19</span> {</div><div class="line"><a name="l00020"></a><span class="lineno"> 20</span>  <span class="keyword">using</span> QuantizationInputs = std::vector<armnnQuantizer::QuantizationInput>;</div><div class="line"><a name="l00021"></a><span class="lineno"> 21</span> <span class="keyword">public</span>:</div><div class="line"><a name="l00022"></a><span class="lineno"> 22</span> </div><div class="line"><a name="l00023"></a><span class="lineno"><a class="line" href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#a4aa8b89889236eb6ba7220442909c5b5"> 23</a></span>  <span class="keyword">using</span> <a class="code" href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#a4aa8b89889236eb6ba7220442909c5b5">iterator</a> = QuantizationInputs::iterator;</div><div class="line"><a name="l00024"></a><span class="lineno"><a class="line" href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#a52136e30aa8c07764ea459663fc4450d"> 24</a></span>  <span class="keyword">using</span> <a class="code" href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#a52136e30aa8c07764ea459663fc4450d">const_iterator</a> = QuantizationInputs::const_iterator;</div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span> </div><div class="line"><a name="l00026"></a><span class="lineno"> 26</span>  <a class="code" href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#abde793a2b4d01d22940ea8a2d49958fa">QuantizationDataSet</a>();</div><div class="line"><a name="l00027"></a><span class="lineno"> 27</span>  <a class="code" href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#abde793a2b4d01d22940ea8a2d49958fa">QuantizationDataSet</a>(std::string csvFilePath);</div><div class="line"><a name="l00028"></a><span class="lineno"> 28</span>  <a class="code" href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#a26bb8e70d7f0597b67e61856e94156c5">~QuantizationDataSet</a>();</div><div class="line"><a name="l00029"></a><span class="lineno"><a class="line" href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#a8e12342fc420701fbffd97025421575a"> 29</a></span>  <span class="keywordtype">bool</span> <a class="code" href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#a8e12342fc420701fbffd97025421575a">IsEmpty</a>()<span class="keyword"> const </span>{<span class="keywordflow">return</span> m_QuantizationInputs.empty();}</div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span> </div><div class="line"><a name="l00031"></a><span class="lineno"><a class="line" href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#ad69bd11391be1a1dba5c8202259664f8"> 31</a></span>  <a class="code" href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#a4aa8b89889236eb6ba7220442909c5b5">iterator</a> <a class="code" href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#ad69bd11391be1a1dba5c8202259664f8">begin</a>() { <span class="keywordflow">return</span> m_QuantizationInputs.begin(); }</div><div class="line"><a name="l00032"></a><span class="lineno"><a class="line" href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#acad38d52497a975bfb6f2f6acd76631f"> 32</a></span>  <a class="code" href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#a4aa8b89889236eb6ba7220442909c5b5">iterator</a> <a class="code" href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#acad38d52497a975bfb6f2f6acd76631f">end</a>() { <span class="keywordflow">return</span> m_QuantizationInputs.end(); }</div><div class="line"><a name="l00033"></a><span class="lineno"><a class="line" href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#a29305669b60ca1680752e2fc3592ba99"> 33</a></span>  <a class="code" href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#a52136e30aa8c07764ea459663fc4450d">const_iterator</a> <a class="code" href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#a29305669b60ca1680752e2fc3592ba99">begin</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> m_QuantizationInputs.begin(); }</div><div class="line"><a name="l00034"></a><span class="lineno"><a class="line" href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#accf9a4bd0c34d4a5f6a7dab66ea10cdc"> 34</a></span>  <a class="code" href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#a52136e30aa8c07764ea459663fc4450d">const_iterator</a> <a class="code" href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#accf9a4bd0c34d4a5f6a7dab66ea10cdc">end</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> m_QuantizationInputs.end(); }</div><div class="line"><a name="l00035"></a><span class="lineno"><a class="line" href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#a39112ae08f6ffc7ee58c6aa79772e094"> 35</a></span>  <a class="code" href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#a52136e30aa8c07764ea459663fc4450d">const_iterator</a> <a class="code" href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#a39112ae08f6ffc7ee58c6aa79772e094">cbegin</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> m_QuantizationInputs.cbegin(); }</div><div class="line"><a name="l00036"></a><span class="lineno"><a class="line" href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#a93791e61ab486b4022c389d634b4facc"> 36</a></span>  <a class="code" href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#a52136e30aa8c07764ea459663fc4450d">const_iterator</a> <a class="code" href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#a93791e61ab486b4022c389d634b4facc">cend</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> m_QuantizationInputs.cend(); }</div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span> </div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span> <span class="keyword">private</span>:</div><div class="line"><a name="l00039"></a><span class="lineno"> 39</span>  <span class="keywordtype">void</span> ParseCsvFile();</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>  QuantizationInputs m_QuantizationInputs;</div><div class="line"><a name="l00042"></a><span class="lineno"> 42</span>  std::string m_CsvFilePath;</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="comment"></span></div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span> <span class="comment">/// Visitor class implementation to gather the TensorInfo for LayerBindingID for creation of ConstTensor for Refine.</span></div><div class="line"><a name="l00046"></a><span class="lineno"><a class="line" href="classarmnn_quantizer_1_1_input_layer_visitor.xhtml"> 46</a></span> <span class="comment"></span><span class="keyword">class </span><a class="code" href="classarmnn_quantizer_1_1_input_layer_visitor.xhtml">InputLayerVisitor</a> : <span class="keyword">public</span> <a class="code" href="classarmnn_1_1_layer_visitor_base.xhtml">armnn::LayerVisitorBase</a><armnn::VisitorNoThrowPolicy></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">public</span>:</div><div class="line"><a name="l00049"></a><span class="lineno"> 49</span>  <span class="keywordtype">void</span> VisitInputLayer(<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml">armnn::IConnectableLayer</a> *layer, <a class="code" href="namespacearmnn.xhtml#ab8cf8f9fb6792e654c2d8d8382f6f01b">armnn::LayerBindingId</a> <span class="keywordtype">id</span>, <span class="keyword">const</span> <span class="keywordtype">char</span>* name);</div><div class="line"><a name="l00050"></a><span class="lineno"> 50</span>  <a class="code" href="classarmnn_1_1_tensor_info.xhtml">armnn::TensorInfo</a> <a class="code" href="namespacearmnn_utils.xhtml#acee63cd08da47910fc166a1990988fa8">GetTensorInfo</a>(<a class="code" href="namespacearmnn.xhtml#ab8cf8f9fb6792e654c2d8d8382f6f01b">armnn::LayerBindingId</a>);</div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span> <span class="keyword">private</span>:</div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span>  std::map<armnn::LayerBindingId, armnn::TensorInfo> m_TensorInfos;</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="comment">// namespace armnnQuantizer</span></div><div class="ttc" id="classarmnn_1_1_i_connectable_layer_xhtml"><div class="ttname"><a href="classarmnn_1_1_i_connectable_layer.xhtml">armnn::IConnectableLayer</a></div><div class="ttdoc">Interface for a layer that is connectable to other layers via InputSlots and OutputSlots. </div><div class="ttdef"><b>Definition:</b> <a href="_i_network_8hpp_source.xhtml#l00061">INetwork.hpp:61</a></div></div> |
| <div class="ttc" id="_tensor_8hpp_xhtml"><div class="ttname"><a href="_tensor_8hpp.xhtml">Tensor.hpp</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_quantizer_1_1_quantization_data_set_xhtml_a39112ae08f6ffc7ee58c6aa79772e094"><div class="ttname"><a href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#a39112ae08f6ffc7ee58c6aa79772e094">armnnQuantizer::QuantizationDataSet::cbegin</a></div><div class="ttdeci">const_iterator cbegin() const</div><div class="ttdef"><b>Definition:</b> <a href="_quantization_data_set_8hpp_source.xhtml#l00035">QuantizationDataSet.hpp:35</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#l00053">Tensor.hpp:53</a></div></div> |
| <div class="ttc" id="classarmnn_quantizer_1_1_quantization_data_set_xhtml_a4aa8b89889236eb6ba7220442909c5b5"><div class="ttname"><a href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#a4aa8b89889236eb6ba7220442909c5b5">armnnQuantizer::QuantizationDataSet::iterator</a></div><div class="ttdeci">QuantizationInputs::iterator iterator</div><div class="ttdef"><b>Definition:</b> <a href="_quantization_data_set_8hpp_source.xhtml#l00023">QuantizationDataSet.hpp:23</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_quantization_data_set_xhtml_a29305669b60ca1680752e2fc3592ba99"><div class="ttname"><a href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#a29305669b60ca1680752e2fc3592ba99">armnnQuantizer::QuantizationDataSet::begin</a></div><div class="ttdeci">const_iterator begin() const</div><div class="ttdef"><b>Definition:</b> <a href="_quantization_data_set_8hpp_source.xhtml#l00033">QuantizationDataSet.hpp:33</a></div></div> |
| <div class="ttc" id="classarmnn_quantizer_1_1_input_layer_visitor_xhtml"><div class="ttname"><a href="classarmnn_quantizer_1_1_input_layer_visitor.xhtml">armnnQuantizer::InputLayerVisitor</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="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#l00171">Types.hpp:171</a></div></div> |
| <div class="ttc" id="classarmnn_quantizer_1_1_quantization_data_set_xhtml_accf9a4bd0c34d4a5f6a7dab66ea10cdc"><div class="ttname"><a href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#accf9a4bd0c34d4a5f6a7dab66ea10cdc">armnnQuantizer::QuantizationDataSet::end</a></div><div class="ttdeci">const_iterator end() const</div><div class="ttdef"><b>Definition:</b> <a href="_quantization_data_set_8hpp_source.xhtml#l00034">QuantizationDataSet.hpp:34</a></div></div> |
| <div class="ttc" id="classarmnn_quantizer_1_1_quantization_data_set_xhtml_acad38d52497a975bfb6f2f6acd76631f"><div class="ttname"><a href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#acad38d52497a975bfb6f2f6acd76631f">armnnQuantizer::QuantizationDataSet::end</a></div><div class="ttdeci">iterator end()</div><div class="ttdef"><b>Definition:</b> <a href="_quantization_data_set_8hpp_source.xhtml#l00032">QuantizationDataSet.hpp:32</a></div></div> |
| <div class="ttc" id="classarmnn_quantizer_1_1_quantization_data_set_xhtml_a52136e30aa8c07764ea459663fc4450d"><div class="ttname"><a href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#a52136e30aa8c07764ea459663fc4450d">armnnQuantizer::QuantizationDataSet::const_iterator</a></div><div class="ttdeci">QuantizationInputs::const_iterator const_iterator</div><div class="ttdef"><b>Definition:</b> <a href="_quantization_data_set_8hpp_source.xhtml#l00024">QuantizationDataSet.hpp:24</a></div></div> |
| <div class="ttc" id="classarmnn_1_1_layer_visitor_base_xhtml"><div class="ttname"><a href="classarmnn_1_1_layer_visitor_base.xhtml">armnn::LayerVisitorBase</a></div><div class="ttdoc">Visitor base class with empty implementations. </div><div class="ttdef"><b>Definition:</b> <a href="_layer_visitor_base_8hpp_source.xhtml#l00025">LayerVisitorBase.hpp:25</a></div></div> |
| <div class="ttc" id="namespacearmnn_quantizer_xhtml"><div class="ttname"><a href="namespacearmnn_quantizer.xhtml">armnnQuantizer</a></div><div class="ttdef"><b>Definition:</b> <a href="src_2armnn_quantizer_2_command_line_processor_8cpp_source.xhtml#l00014">CommandLineProcessor.cpp:14</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_quantization_data_set_xhtml_ad69bd11391be1a1dba5c8202259664f8"><div class="ttname"><a href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#ad69bd11391be1a1dba5c8202259664f8">armnnQuantizer::QuantizationDataSet::begin</a></div><div class="ttdeci">iterator begin()</div><div class="ttdef"><b>Definition:</b> <a href="_quantization_data_set_8hpp_source.xhtml#l00031">QuantizationDataSet.hpp:31</a></div></div> |
| <div class="ttc" id="namespacearmnn_utils_xhtml_acee63cd08da47910fc166a1990988fa8"><div class="ttname"><a href="namespacearmnn_utils.xhtml#acee63cd08da47910fc166a1990988fa8">armnnUtils::GetTensorInfo</a></div><div class="ttdeci">armnn::TensorInfo GetTensorInfo(unsigned int numberOfBatches, unsigned int numberOfChannels, unsigned int height, unsigned int width, const armnn::DataLayout dataLayout, const armnn::DataType dataType)</div><div class="ttdef"><b>Definition:</b> <a href="_tensor_utils_8cpp_source.xhtml#l00038">TensorUtils.cpp:38</a></div></div> |
| <div class="ttc" id="_layer_visitor_base_8hpp_xhtml"><div class="ttname"><a href="_layer_visitor_base_8hpp.xhtml">LayerVisitorBase.hpp</a></div></div> |
| <div class="ttc" id="classarmnn_quantizer_1_1_quantization_data_set_xhtml_a93791e61ab486b4022c389d634b4facc"><div class="ttname"><a href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#a93791e61ab486b4022c389d634b4facc">armnnQuantizer::QuantizationDataSet::cend</a></div><div class="ttdeci">const_iterator cend() const</div><div class="ttdef"><b>Definition:</b> <a href="_quantization_data_set_8hpp_source.xhtml#l00036">QuantizationDataSet.hpp:36</a></div></div> |
| <div class="ttc" id="classarmnn_quantizer_1_1_quantization_data_set_xhtml_a26bb8e70d7f0597b67e61856e94156c5"><div class="ttname"><a href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#a26bb8e70d7f0597b67e61856e94156c5">armnnQuantizer::QuantizationDataSet::~QuantizationDataSet</a></div><div class="ttdeci">~QuantizationDataSet()</div><div class="ttdef"><b>Definition:</b> <a href="_quantization_data_set_8cpp_source.xhtml#l00048">QuantizationDataSet.cpp:48</a></div></div> |
| <div class="ttc" id="classarmnn_quantizer_1_1_quantization_data_set_xhtml_abde793a2b4d01d22940ea8a2d49958fa"><div class="ttname"><a href="classarmnn_quantizer_1_1_quantization_data_set.xhtml#abde793a2b4d01d22940ea8a2d49958fa">armnnQuantizer::QuantizationDataSet::QuantizationDataSet</a></div><div class="ttdeci">QuantizationDataSet()</div><div class="ttdef"><b>Definition:</b> <a href="_quantization_data_set_8cpp_source.xhtml#l00019">QuantizationDataSet.cpp:19</a></div></div> |
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