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authorNikhil Raj <nikhil.raj@arm.com>2023-05-19 11:14:28 +0100
committerNikhil Raj <nikhil.raj@arm.com>2023-05-19 11:14:28 +0100
commit8efb48a6847c5cd166c561127ae6611150963ce3 (patch)
treef4262b7e54d26021a54bbc310f46d16a291463e5 /23.05/_concat_operator_8cpp_source.xhtml
parent023fe66a59414a0a7b337c7be5c3c341eb5b55d2 (diff)
downloadarmnn-8efb48a6847c5cd166c561127ae6611150963ce3.tar.gz
Update Doxygen docu for 23.05
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: I0a992286f14fa68fcc6e5eba31ac39fed003cbbe
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+<div class="title">ConcatOperator.cpp</div> </div>
+</div><!--header-->
+<div class="contents">
+<a href="_concat_operator_8cpp.xhtml">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span>&#160;<span class="comment">//</span></div>
+<div class="line"><a name="l00002"></a><span class="lineno"> 2</span>&#160;<span class="comment">// Copyright © 2022 Arm Ltd and Contributors. All rights reserved.</span></div>
+<div class="line"><a name="l00003"></a><span class="lineno"> 3</span>&#160;<span class="comment">// SPDX-License-Identifier: MIT</span></div>
+<div class="line"><a name="l00004"></a><span class="lineno"> 4</span>&#160;<span class="comment">//</span></div>
+<div class="line"><a name="l00005"></a><span class="lineno"> 5</span>&#160; </div>
+<div class="line"><a name="l00006"></a><span class="lineno"> 6</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="_concat_operator_8hpp.xhtml">ConcatOperator.hpp</a>&quot;</span></div>
+<div class="line"><a name="l00007"></a><span class="lineno"> 7</span>&#160; </div>
+<div class="line"><a name="l00008"></a><span class="lineno"><a class="line" href="_concat_operator_8hpp.xhtml#ab703c7d091e3b0c9bdbf3a0da16aa8c7"> 8</a></span>&#160;TosaSerializationBasicBlock* <a class="code" href="_concat_operator_8cpp.xhtml#ab703c7d091e3b0c9bdbf3a0da16aa8c7">ConvertConcatToTosaOperator</a>(<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* layer,</div>
+<div class="line"><a name="l00009"></a><span class="lineno"> 9</span>&#160; <span class="keyword">const</span> std::vector&lt;const TensorInfo*&gt;&amp; inputs,</div>
+<div class="line"><a name="l00010"></a><span class="lineno"> 10</span>&#160; <span class="keyword">const</span> std::vector&lt;const TensorInfo*&gt;&amp; outputs,</div>
+<div class="line"><a name="l00011"></a><span class="lineno"> 11</span>&#160; <span class="keyword">const</span> <a class="code" href="structarmnn_1_1_origins_descriptor.xhtml">OriginsDescriptor</a>* concatDescriptor)</div>
+<div class="line"><a name="l00012"></a><span class="lineno"> 12</span>&#160;{</div>
+<div class="line"><a name="l00013"></a><span class="lineno"> 13</span>&#160; <span class="keyword">auto</span> numInputs = inputs.size();</div>
+<div class="line"><a name="l00014"></a><span class="lineno"> 14</span>&#160; std::vector&lt;std::string&gt; inputNames;</div>
+<div class="line"><a name="l00015"></a><span class="lineno"> 15</span>&#160; inputNames.reserve(numInputs);</div>
+<div class="line"><a name="l00016"></a><span class="lineno"> 16</span>&#160; std::string outputName = std::string(<span class="stringliteral">&quot;output0_&quot;</span>);</div>
+<div class="line"><a name="l00017"></a><span class="lineno"> 17</span>&#160; std::string blockName = std::string(<span class="stringliteral">&quot;Op_CONCAT_block_&quot;</span>) + <a class="code" href="_tosa_operator_utils_8hpp.xhtml#aadc5d73bd0cb81999bcfdc62bce020e8">GetUniqueTosaMappingID</a>();</div>
+<div class="line"><a name="l00018"></a><span class="lineno"> 18</span>&#160; </div>
+<div class="line"><a name="l00019"></a><span class="lineno"> 19</span>&#160; <span class="comment">// Set input names for validation purposes only.</span></div>
+<div class="line"><a name="l00020"></a><span class="lineno"> 20</span>&#160; <span class="keywordflow">if</span> (layer == <span class="keyword">nullptr</span>)</div>
+<div class="line"><a name="l00021"></a><span class="lineno"> 21</span>&#160; {</div>
+<div class="line"><a name="l00022"></a><span class="lineno"> 22</span>&#160; <span class="keywordflow">for</span> (uint32_t i = 0; i &lt; numInputs; ++i)</div>
+<div class="line"><a name="l00023"></a><span class="lineno"> 23</span>&#160; {</div>
+<div class="line"><a name="l00024"></a><span class="lineno"> 24</span>&#160; inputNames.push_back(<span class="stringliteral">&quot;input&quot;</span>+ std::to_string(i) +<span class="stringliteral">&quot;_&quot;</span>);</div>
+<div class="line"><a name="l00025"></a><span class="lineno"> 25</span>&#160; }</div>
+<div class="line"><a name="l00026"></a><span class="lineno"> 26</span>&#160; }</div>
+<div class="line"><a name="l00027"></a><span class="lineno"> 27</span>&#160; <span class="comment">// If a layer is present then the block will be used for execution, so input and output names need to be determined</span></div>
+<div class="line"><a name="l00028"></a><span class="lineno"> 28</span>&#160; <span class="comment">// using the previous and following layers so the graph is connected correctly. For validation this doesn&#39;t matter.</span></div>
+<div class="line"><a name="l00029"></a><span class="lineno"> 29</span>&#160; <span class="keywordflow">else</span></div>
+<div class="line"><a name="l00030"></a><span class="lineno"> 30</span>&#160; {</div>
+<div class="line"><a name="l00031"></a><span class="lineno"> 31</span>&#160; <span class="comment">// Get the layers connected to the input slots and determine unique tensor names.</span></div>
+<div class="line"><a name="l00032"></a><span class="lineno"> 32</span>&#160; <span class="keywordflow">for</span> (uint32_t i = 0; i &lt; numInputs; ++i)</div>
+<div class="line"><a name="l00033"></a><span class="lineno"> 33</span>&#160; {</div>
+<div class="line"><a name="l00034"></a><span class="lineno"> 34</span>&#160; <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>&amp; connectedLayer = layer-&gt;<a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(i).<a class="code" href="classarmnn_1_1_input_slot.xhtml#a9effd325a6d512a3f8ff4bd207d53255">GetConnectedOutputSlot</a>()-&gt;<a class="code" href="classarmnn_1_1_output_slot.xhtml#a7ddaf04177053a536f0e7be83a642bc6">GetOwningLayer</a>();</div>
+<div class="line"><a name="l00035"></a><span class="lineno"> 35</span>&#160; </div>
+<div class="line"><a name="l00036"></a><span class="lineno"> 36</span>&#160; std::string inputName = <a class="code" href="_tosa_operator_utils_8hpp.xhtml#a1640c964a461e8580837a79829a5c197">GenerateUniqueName</a>(connectedLayer, i);</div>
+<div class="line"><a name="l00037"></a><span class="lineno"> 37</span>&#160; inputNames.push_back(inputName);</div>
+<div class="line"><a name="l00038"></a><span class="lineno"> 38</span>&#160; }</div>
+<div class="line"><a name="l00039"></a><span class="lineno"> 39</span>&#160; </div>
+<div class="line"><a name="l00040"></a><span class="lineno"> 40</span>&#160; <span class="comment">// Determine unique output tensor name.</span></div>
+<div class="line"><a name="l00041"></a><span class="lineno"> 41</span>&#160; outputName = <a class="code" href="_tosa_operator_utils_8hpp.xhtml#a246662c69dac647833be50ba6dcee024">GenerateUniqueOutputName</a>(*layer, 0);</div>
+<div class="line"><a name="l00042"></a><span class="lineno"> 42</span>&#160; }</div>
+<div class="line"><a name="l00043"></a><span class="lineno"> 43</span>&#160; </div>
+<div class="line"><a name="l00044"></a><span class="lineno"> 44</span>&#160; <span class="keyword">auto</span> axis = <span class="keyword">static_cast&lt;</span>int32_t<span class="keyword">&gt;</span>(concatDescriptor-&gt;<a class="code" href="structarmnn_1_1_origins_descriptor.xhtml#a379929e3b277f1ef94f3ce645870589d">GetConcatAxis</a>());</div>
+<div class="line"><a name="l00045"></a><span class="lineno"> 45</span>&#160; TosaAxisAttribute attribute(axis);</div>
+<div class="line"><a name="l00046"></a><span class="lineno"> 46</span>&#160; </div>
+<div class="line"><a name="l00047"></a><span class="lineno"> 47</span>&#160; TosaSerializationOperator* op = <span class="keyword">new</span> TosaSerializationOperator(Op_CONCAT,</div>
+<div class="line"><a name="l00048"></a><span class="lineno"> 48</span>&#160; Attribute_AxisAttribute,</div>
+<div class="line"><a name="l00049"></a><span class="lineno"> 49</span>&#160; &amp;attribute,</div>
+<div class="line"><a name="l00050"></a><span class="lineno"> 50</span>&#160; inputNames,</div>
+<div class="line"><a name="l00051"></a><span class="lineno"> 51</span>&#160; {outputName});</div>
+<div class="line"><a name="l00052"></a><span class="lineno"> 52</span>&#160; </div>
+<div class="line"><a name="l00053"></a><span class="lineno"> 53</span>&#160; std::vector&lt;TosaSerializationTensor*&gt; tensors;</div>
+<div class="line"><a name="l00054"></a><span class="lineno"> 54</span>&#160; tensors.reserve(numInputs);</div>
+<div class="line"><a name="l00055"></a><span class="lineno"> 55</span>&#160; </div>
+<div class="line"><a name="l00056"></a><span class="lineno"> 56</span>&#160; <span class="keywordflow">for</span> (uint32_t i = 0; i &lt; numInputs; ++i)</div>
+<div class="line"><a name="l00057"></a><span class="lineno"> 57</span>&#160; {</div>
+<div class="line"><a name="l00058"></a><span class="lineno"> 58</span>&#160; <span class="comment">// Only add input tensors for validation or when the connected layer is an input layer.</span></div>
+<div class="line"><a name="l00059"></a><span class="lineno"> 59</span>&#160; <span class="comment">// As there can&#39;t be duplicate tensors and intermediate or constant tensors are created separately.</span></div>
+<div class="line"><a name="l00060"></a><span class="lineno"> 60</span>&#160; <span class="keywordflow">if</span>(inputNames[i].find(<span class="stringliteral">&quot;input&quot;</span>) != std::string::npos)</div>
+<div class="line"><a name="l00061"></a><span class="lineno"> 61</span>&#160; {</div>
+<div class="line"><a name="l00062"></a><span class="lineno"> 62</span>&#160; std::vector&lt;int32_t&gt; inputShape = <a class="code" href="_tosa_operator_utils_8hpp.xhtml#a7d97964a65be4eb4a5b4109904f2e7f7">GetTosaTensorShape</a>(inputs[i]-&gt;GetShape());</div>
+<div class="line"><a name="l00063"></a><span class="lineno"> 63</span>&#160; DType inputDType = <a class="code" href="_tosa_operator_utils_8hpp.xhtml#a45d66f17ad6b0469e469f443b3e03226">ArmNNToDType</a>(inputs[i]-&gt;GetDataType());</div>
+<div class="line"><a name="l00064"></a><span class="lineno"> 64</span>&#160; tensors.push_back(<span class="keyword">new</span> TosaSerializationTensor(inputNames[i], inputShape, inputDType, {}));</div>
+<div class="line"><a name="l00065"></a><span class="lineno"> 65</span>&#160; }</div>
+<div class="line"><a name="l00066"></a><span class="lineno"> 66</span>&#160; }</div>
+<div class="line"><a name="l00067"></a><span class="lineno"> 67</span>&#160; </div>
+<div class="line"><a name="l00068"></a><span class="lineno"> 68</span>&#160; std::vector&lt;int32_t&gt; outputShape0 = <a class="code" href="_tosa_operator_utils_8hpp.xhtml#a7d97964a65be4eb4a5b4109904f2e7f7">GetTosaTensorShape</a>(outputs[0]-&gt;GetShape());</div>
+<div class="line"><a name="l00069"></a><span class="lineno"> 69</span>&#160; DType outputDType0 = <a class="code" href="_tosa_operator_utils_8hpp.xhtml#a45d66f17ad6b0469e469f443b3e03226">ArmNNToDType</a>(outputs[0]-&gt;GetDataType());</div>
+<div class="line"><a name="l00070"></a><span class="lineno"> 70</span>&#160; </div>
+<div class="line"><a name="l00071"></a><span class="lineno"> 71</span>&#160; TosaSerializationTensor* outputTensor0 = <span class="keyword">new</span> TosaSerializationTensor(outputName, outputShape0, outputDType0, {});</div>
+<div class="line"><a name="l00072"></a><span class="lineno"> 72</span>&#160; tensors.push_back(outputTensor0);</div>
+<div class="line"><a name="l00073"></a><span class="lineno"> 73</span>&#160; </div>
+<div class="line"><a name="l00074"></a><span class="lineno"> 74</span>&#160; <span class="comment">// operatorInputNames/operatorOutputNames ends up being the same as</span></div>
+<div class="line"><a name="l00075"></a><span class="lineno"> 75</span>&#160; <span class="comment">// blockInputNames/blockOutputNames for one-to-one ArmNN to TOSA mappings</span></div>
+<div class="line"><a name="l00076"></a><span class="lineno"> 76</span>&#160; <span class="keywordflow">return</span> <span class="keyword">new</span> TosaSerializationBasicBlock(blockName, <span class="comment">// name</span></div>
+<div class="line"><a name="l00077"></a><span class="lineno"> 77</span>&#160; {op}, <span class="comment">// operators</span></div>
+<div class="line"><a name="l00078"></a><span class="lineno"> 78</span>&#160; tensors, <span class="comment">// tensors</span></div>
+<div class="line"><a name="l00079"></a><span class="lineno"> 79</span>&#160; inputNames, <span class="comment">// inputs</span></div>
+<div class="line"><a name="l00080"></a><span class="lineno"> 80</span>&#160; {outputName}); <span class="comment">// outputs</span></div>
+<div class="line"><a name="l00081"></a><span class="lineno"> 81</span>&#160;}</div>
+</div><!-- fragment --></div><!-- contents -->
+</div><!-- doc-content -->
+<div class="ttc" id="a_tosa_operator_utils_8hpp_xhtml_a246662c69dac647833be50ba6dcee024"><div class="ttname"><a href="_tosa_operator_utils_8hpp.xhtml#a246662c69dac647833be50ba6dcee024">GenerateUniqueOutputName</a></div><div class="ttdeci">std::string GenerateUniqueOutputName(const Layer &amp;layer, uint32_t layerSlot)</div><div class="ttdef"><b>Definition:</b> <a href="_tosa_operator_utils_8hpp_source.xhtml#l00079">TosaOperatorUtils.hpp:79</a></div></div>
+<div class="ttc" id="a_concat_operator_8hpp_xhtml"><div class="ttname"><a href="_concat_operator_8hpp.xhtml">ConcatOperator.hpp</a></div></div>
+<div class="ttc" id="aclassarmnn_1_1_input_slot_xhtml_a9effd325a6d512a3f8ff4bd207d53255"><div class="ttname"><a href="classarmnn_1_1_input_slot.xhtml#a9effd325a6d512a3f8ff4bd207d53255">armnn::InputSlot::GetConnectedOutputSlot</a></div><div class="ttdeci">const OutputSlot * GetConnectedOutputSlot() const</div><div class="ttdef"><b>Definition:</b> <a href="_layer_8hpp_source.xhtml#l00056">Layer.hpp:56</a></div></div>
+<div class="ttc" id="aclassarmnn_1_1_layer_xhtml"><div class="ttname"><a href="classarmnn_1_1_layer.xhtml">armnn::Layer</a></div><div class="ttdef"><b>Definition:</b> <a href="_layer_8hpp_source.xhtml#l00217">Layer.hpp:217</a></div></div>
+<div class="ttc" id="a_tosa_operator_utils_8hpp_xhtml_a7d97964a65be4eb4a5b4109904f2e7f7"><div class="ttname"><a href="_tosa_operator_utils_8hpp.xhtml#a7d97964a65be4eb4a5b4109904f2e7f7">GetTosaTensorShape</a></div><div class="ttdeci">std::vector&lt; int32_t &gt; GetTosaTensorShape(const TensorShape &amp;shape)</div><div class="ttdef"><b>Definition:</b> <a href="_tosa_operator_utils_8hpp_source.xhtml#l00049">TosaOperatorUtils.hpp:49</a></div></div>
+<div class="ttc" id="astructarmnn_1_1_origins_descriptor_xhtml_a379929e3b277f1ef94f3ce645870589d"><div class="ttname"><a href="structarmnn_1_1_origins_descriptor.xhtml#a379929e3b277f1ef94f3ce645870589d">armnn::OriginsDescriptor::GetConcatAxis</a></div><div class="ttdeci">unsigned int GetConcatAxis() const</div><div class="ttdoc">Get the concatenation axis value.</div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8cpp_source.xhtml#l00162">Descriptors.cpp:162</a></div></div>
+<div class="ttc" id="a_concat_operator_8cpp_xhtml_ab703c7d091e3b0c9bdbf3a0da16aa8c7"><div class="ttname"><a href="_concat_operator_8cpp.xhtml#ab703c7d091e3b0c9bdbf3a0da16aa8c7">ConvertConcatToTosaOperator</a></div><div class="ttdeci">TosaSerializationBasicBlock * ConvertConcatToTosaOperator(const Layer *layer, const std::vector&lt; const TensorInfo * &gt; &amp;inputs, const std::vector&lt; const TensorInfo * &gt; &amp;outputs, const OriginsDescriptor *concatDescriptor)</div><div class="ttdef"><b>Definition:</b> <a href="_concat_operator_8cpp_source.xhtml#l00008">ConcatOperator.cpp:8</a></div></div>
+<div class="ttc" id="a_tosa_operator_utils_8hpp_xhtml_a1640c964a461e8580837a79829a5c197"><div class="ttname"><a href="_tosa_operator_utils_8hpp.xhtml#a1640c964a461e8580837a79829a5c197">GenerateUniqueName</a></div><div class="ttdeci">std::string GenerateUniqueName(const Layer &amp;layer, uint32_t layerSlot)</div><div class="ttdef"><b>Definition:</b> <a href="_tosa_operator_utils_8hpp_source.xhtml#l00060">TosaOperatorUtils.hpp:60</a></div></div>
+<div class="ttc" id="aclassarmnn_1_1_output_slot_xhtml_a7ddaf04177053a536f0e7be83a642bc6"><div class="ttname"><a href="classarmnn_1_1_output_slot.xhtml#a7ddaf04177053a536f0e7be83a642bc6">armnn::OutputSlot::GetOwningLayer</a></div><div class="ttdeci">Layer &amp; GetOwningLayer() const</div><div class="ttdef"><b>Definition:</b> <a href="_layer_8hpp_source.xhtml#l00119">Layer.hpp:119</a></div></div>
+<div class="ttc" id="a_tosa_operator_utils_8hpp_xhtml_a45d66f17ad6b0469e469f443b3e03226"><div class="ttname"><a href="_tosa_operator_utils_8hpp.xhtml#a45d66f17ad6b0469e469f443b3e03226">ArmNNToDType</a></div><div class="ttdeci">DType ArmNNToDType(const DataType &amp;type)</div><div class="ttdef"><b>Definition:</b> <a href="_tosa_operator_utils_8hpp_source.xhtml#l00020">TosaOperatorUtils.hpp:20</a></div></div>
+<div class="ttc" id="aclassarmnn_1_1_layer_xhtml_acf8b8e23bf647836592982f97088d375"><div class="ttname"><a href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">armnn::Layer::GetInputSlot</a></div><div class="ttdeci">const InputSlot &amp; GetInputSlot(unsigned int index) const override</div><div class="ttdoc">Get a const input slot handle by slot index.</div><div class="ttdef"><b>Definition:</b> <a href="_layer_8hpp_source.xhtml#l00324">Layer.hpp:324</a></div></div>
+<div class="ttc" id="astructarmnn_1_1_origins_descriptor_xhtml"><div class="ttname"><a href="structarmnn_1_1_origins_descriptor.xhtml">armnn::OriginsDescriptor</a></div><div class="ttdoc">An OriginsDescriptor for the ConcatLayer.</div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.xhtml#l00201">Descriptors.hpp:201</a></div></div>
+<div class="ttc" id="a_tosa_operator_utils_8hpp_xhtml_aadc5d73bd0cb81999bcfdc62bce020e8"><div class="ttname"><a href="_tosa_operator_utils_8hpp.xhtml#aadc5d73bd0cb81999bcfdc62bce020e8">GetUniqueTosaMappingID</a></div><div class="ttdeci">std::string GetUniqueTosaMappingID()</div><div class="ttdef"><b>Definition:</b> <a href="_tosa_operator_utils_8hpp_source.xhtml#l00097">TosaOperatorUtils.hpp:97</a></div></div>
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