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Nikhil Raj1dc83fe2024-05-16 09:47:51 +0100[diff] [blame]39 &#160;<span id="projectnumber">24.05</span>
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101<div class="textblock"><code>#include &quot;<a class="el" href="_tosa_operator_utils_8hpp_source.html">TosaOperatorUtils.hpp</a>&quot;</code><br />
Nikhil Raj03c7ff32023-08-22 12:00:04 +0100[diff] [blame]102</div><div class="textblock"><div class="dynheader">
103Include dependency graph for ReshapeOperator.hpp:</div>
104<div class="dyncontent">
Nikhil Raj38b600d2024-02-15 15:02:19 +0000[diff] [blame]105<div class="center"><iframe scrolling="no" frameborder="0" src="_reshape_operator_8hpp__incl.svg" width="4459" height="872"><p><b>This browser is not able to show SVG: try Firefox, Chrome, Safari, or Opera instead.</b></p></iframe>
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118Functions</h2></td></tr>
119<tr class="memitem:afce169c8927468aab621fe3400a8d317"><td class="memItemLeft" align="right" valign="top">TosaSerializationBasicBlock *&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="_reshape_operator_8hpp.html#afce169c8927468aab621fe3400a8d317">ConvertReshapeToTosaOperator</a> (const <a class="el" href="classarmnn_1_1_layer.html">Layer</a> *layer, const std::vector&lt; const <a class="el" href="classarmnn_1_1_tensor_info.html">TensorInfo</a> * &gt; &amp;inputs, const std::vector&lt; const <a class="el" href="classarmnn_1_1_tensor_info.html">TensorInfo</a> * &gt; &amp;outputs, const <a class="el" href="structarmnn_1_1_reshape_descriptor.html">ReshapeDescriptor</a> *reshapeDescriptor)</td></tr>
120<tr class="separator:afce169c8927468aab621fe3400a8d317"><td class="memSeparator" colspan="2">&#160;</td></tr>
121</table>
122<h2 class="groupheader">Function Documentation</h2>
123<a id="afce169c8927468aab621fe3400a8d317"></a>
124<h2 class="memtitle"><span class="permalink"><a href="#afce169c8927468aab621fe3400a8d317">&#9670;&nbsp;</a></span>ConvertReshapeToTosaOperator()</h2>
125
126<div class="memitem">
127<div class="memproto">
128 <table class="memname">
129 <tr>
130 <td class="memname">TosaSerializationBasicBlock* ConvertReshapeToTosaOperator </td>
131 <td>(</td>
132 <td class="paramtype">const <a class="el" href="classarmnn_1_1_layer.html">Layer</a> *&#160;</td>
133 <td class="paramname"><em>layer</em>, </td>
134 </tr>
135 <tr>
136 <td class="paramkey"></td>
137 <td></td>
138 <td class="paramtype">const std::vector&lt; const <a class="el" href="classarmnn_1_1_tensor_info.html">TensorInfo</a> * &gt; &amp;&#160;</td>
139 <td class="paramname"><em>inputs</em>, </td>
140 </tr>
141 <tr>
142 <td class="paramkey"></td>
143 <td></td>
144 <td class="paramtype">const std::vector&lt; const <a class="el" href="classarmnn_1_1_tensor_info.html">TensorInfo</a> * &gt; &amp;&#160;</td>
145 <td class="paramname"><em>outputs</em>, </td>
146 </tr>
147 <tr>
148 <td class="paramkey"></td>
149 <td></td>
150 <td class="paramtype">const <a class="el" href="structarmnn_1_1_reshape_descriptor.html">ReshapeDescriptor</a> *&#160;</td>
151 <td class="paramname"><em>reshapeDescriptor</em>&#160;</td>
152 </tr>
153 <tr>
154 <td></td>
155 <td>)</td>
156 <td></td><td></td>
157 </tr>
158 </table>
159</div><div class="memdoc">
160
161<p class="definition">Definition at line <a class="el" href="_reshape_operator_8cpp_source.html#l00008">8</a> of file <a class="el" href="_reshape_operator_8cpp_source.html">ReshapeOperator.cpp</a>.</p>
162<div class="fragment"><div class="line"><a name="l00012"></a><span class="lineno"> 12</span>&#160;{</div>
Nikhil Raj1dc83fe2024-05-16 09:47:51 +0100[diff] [blame]163<div class="line"><a name="l00013"></a><span class="lineno"> 13</span>&#160; std::string inputName = std::string(<span class="stringliteral">&quot;input_&quot;</span>);</div>
Nikhil Raj03c7ff32023-08-22 12:00:04 +0100[diff] [blame]164<div class="line"><a name="l00014"></a><span class="lineno"> 14</span>&#160; std::string outputName = std::string(<span class="stringliteral">&quot;output0_&quot;</span>);</div>
165<div class="line"><a name="l00015"></a><span class="lineno"> 15</span>&#160; std::string blockName = std::string(<span class="stringliteral">&quot;Op_RESHAPE_block_&quot;</span>) + <a class="code" href="_tosa_operator_utils_8hpp.html#aadc5d73bd0cb81999bcfdc62bce020e8">GetUniqueTosaMappingID</a>();</div>
166<div class="line"><a name="l00016"></a><span class="lineno"> 16</span>&#160; </div>
167<div class="line"><a name="l00017"></a><span class="lineno"> 17</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>
168<div class="line"><a name="l00018"></a><span class="lineno"> 18</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>
169<div class="line"><a name="l00019"></a><span class="lineno"> 19</span>&#160; <span class="keywordflow">if</span>(layer != <span class="keyword">nullptr</span>)</div>
170<div class="line"><a name="l00020"></a><span class="lineno"> 20</span>&#160; {</div>
Nikhil Raj1dc83fe2024-05-16 09:47:51 +0100[diff] [blame]171<div class="line"><a name="l00021"></a><span class="lineno"> 21</span>&#160; inputName = <a class="code" href="_tosa_operator_utils_8hpp.html#a8863b57c08a748fd2dd16880337f4b69">GenerateUniqueInputName</a>(layer-&gt;<a class="code" href="classarmnn_1_1_layer.html#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div>
172<div class="line"><a name="l00022"></a><span class="lineno"> 22</span>&#160; outputName = <a class="code" href="_tosa_operator_utils_8hpp.html#a1e5b1f8dcc21f10bc7b0d8517e05049d">GenerateUniqueOutputName</a>(*layer);</div>
173<div class="line"><a name="l00023"></a><span class="lineno"> 23</span>&#160; }</div>
Nikhil Raj03c7ff32023-08-22 12:00:04 +0100[diff] [blame]174<div class="line"><a name="l00024"></a><span class="lineno"> 24</span>&#160; </div>
Nikhil Raj1dc83fe2024-05-16 09:47:51 +0100[diff] [blame]175<div class="line"><a name="l00025"></a><span class="lineno"> 25</span>&#160; TosaReshapeAttribute attribute(<a class="code" href="_tosa_operator_utils_8hpp.html#a7d97964a65be4eb4a5b4109904f2e7f7">GetTosaTensorShape</a>(reshapeDescriptor-&gt;<a class="code" href="structarmnn_1_1_reshape_descriptor.html#a1178f4dafdda81f59c15145ec327f7d9">m_TargetShape</a>));</div>
176<div class="line"><a name="l00026"></a><span class="lineno"> 26</span>&#160; </div>
177<div class="line"><a name="l00027"></a><span class="lineno"> 27</span>&#160; <span class="keyword">auto</span>* op = <span class="keyword">new</span> TosaSerializationOperator(Op_RESHAPE,</div>
178<div class="line"><a name="l00028"></a><span class="lineno"> 28</span>&#160; Attribute_ReshapeAttribute,</div>
179<div class="line"><a name="l00029"></a><span class="lineno"> 29</span>&#160; &amp;attribute,</div>
180<div class="line"><a name="l00030"></a><span class="lineno"> 30</span>&#160; {inputName},</div>
181<div class="line"><a name="l00031"></a><span class="lineno"> 31</span>&#160; {outputName});</div>
182<div class="line"><a name="l00032"></a><span class="lineno"> 32</span>&#160; </div>
183<div class="line"><a name="l00033"></a><span class="lineno"> 33</span>&#160; std::vector&lt;TosaSerializationTensor*&gt; tensors;</div>
184<div class="line"><a name="l00034"></a><span class="lineno"> 34</span>&#160; </div>
185<div class="line"><a name="l00035"></a><span class="lineno"> 35</span>&#160; <span class="comment">// Only add input tensors if connected layer is an input layer.</span></div>
186<div class="line"><a name="l00036"></a><span class="lineno"> 36</span>&#160; <span class="comment">// As intermediate or constant tensors will be created separately.</span></div>
187<div class="line"><a name="l00037"></a><span class="lineno"> 37</span>&#160; <span class="comment">// There also can&#39;t be duplicate tensor.</span></div>
188<div class="line"><a name="l00038"></a><span class="lineno"> 38</span>&#160; <span class="keywordflow">if</span>(inputName.find(<span class="stringliteral">&quot;input_&quot;</span>) != std::string::npos)</div>
189<div class="line"><a name="l00039"></a><span class="lineno"> 39</span>&#160; {</div>
190<div class="line"><a name="l00040"></a><span class="lineno"> 40</span>&#160; std::vector&lt;int32_t&gt; inputShape = <a class="code" href="_tosa_operator_utils_8hpp.html#a7d97964a65be4eb4a5b4109904f2e7f7">GetTosaTensorShape</a>(inputs[0]-&gt;GetShape());</div>
191<div class="line"><a name="l00041"></a><span class="lineno"> 41</span>&#160; DType inputDType = <a class="code" href="_tosa_operator_utils_8hpp.html#a45d66f17ad6b0469e469f443b3e03226">ArmNNToDType</a>(inputs[0]-&gt;GetDataType());</div>
192<div class="line"><a name="l00042"></a><span class="lineno"> 42</span>&#160; </div>
193<div class="line"><a name="l00043"></a><span class="lineno"> 43</span>&#160; tensors.push_back(<span class="keyword">new</span> TosaSerializationTensor(inputName, inputShape, inputDType, {}));</div>
194<div class="line"><a name="l00044"></a><span class="lineno"> 44</span>&#160; }</div>
195<div class="line"><a name="l00045"></a><span class="lineno"> 45</span>&#160; </div>
196<div class="line"><a name="l00046"></a><span class="lineno"> 46</span>&#160; std::vector&lt;int32_t&gt; outputShape = <a class="code" href="_tosa_operator_utils_8hpp.html#a7d97964a65be4eb4a5b4109904f2e7f7">GetTosaTensorShape</a>(outputs[0]-&gt;GetShape());</div>
197<div class="line"><a name="l00047"></a><span class="lineno"> 47</span>&#160; DType outputDType = <a class="code" href="_tosa_operator_utils_8hpp.html#a45d66f17ad6b0469e469f443b3e03226">ArmNNToDType</a>(outputs[0]-&gt;GetDataType());</div>
198<div class="line"><a name="l00048"></a><span class="lineno"> 48</span>&#160; </div>
199<div class="line"><a name="l00049"></a><span class="lineno"> 49</span>&#160; tensors.push_back(<span class="keyword">new</span> TosaSerializationTensor(outputName, outputShape, outputDType, {}));</div>
200<div class="line"><a name="l00050"></a><span class="lineno"> 50</span>&#160; </div>
201<div class="line"><a name="l00051"></a><span class="lineno"> 51</span>&#160; <span class="comment">// operatorInputNames/operatorOutputNames ends up being the same as</span></div>
202<div class="line"><a name="l00052"></a><span class="lineno"> 52</span>&#160; <span class="comment">// blockInputNames/blockOutputNames for one-to-one ArmNN to TOSA mappings</span></div>
203<div class="line"><a name="l00053"></a><span class="lineno"> 53</span>&#160; <span class="keywordflow">return</span> <span class="keyword">new</span> TosaSerializationBasicBlock(blockName, <span class="comment">// name</span></div>
204<div class="line"><a name="l00054"></a><span class="lineno"> 54</span>&#160; <a class="code" href="_tosa_operator_utils_8hpp.html#a28514b014a4fe0841044f1868064bc65">mainName</a>, <span class="comment">// region name</span></div>
205<div class="line"><a name="l00055"></a><span class="lineno"> 55</span>&#160; {op}, <span class="comment">// operators</span></div>
206<div class="line"><a name="l00056"></a><span class="lineno"> 56</span>&#160; tensors, <span class="comment">// tensors</span></div>
207<div class="line"><a name="l00057"></a><span class="lineno"> 57</span>&#160; {inputName}, <span class="comment">// inputs</span></div>
208<div class="line"><a name="l00058"></a><span class="lineno"> 58</span>&#160; {outputName}); <span class="comment">// outputs</span></div>
209<div class="line"><a name="l00059"></a><span class="lineno"> 59</span>&#160;}</div>
Nikhil Raj03c7ff32023-08-22 12:00:04 +0100[diff] [blame]210</div><!-- fragment -->
Nikhil Raj1dc83fe2024-05-16 09:47:51 +0100[diff] [blame]211<p class="reference">References <a class="el" href="_tosa_operator_utils_8hpp_source.html#l00109">GenerateUniqueInputName()</a>, <a class="el" href="_tosa_operator_utils_8hpp_source.html#l00120">GenerateUniqueOutputName()</a>, <a class="el" href="_layer_8hpp_source.html#l00337">Layer::GetInputSlot()</a>, <a class="el" href="_tosa_operator_utils_8hpp_source.html#l00079">GetTosaTensorShape()</a>, <a class="el" href="_tosa_operator_utils_8hpp_source.html#l00138">GetUniqueTosaMappingID()</a>, and <a class="el" href="_descriptors_8hpp_source.html#l01039">ReshapeDescriptor::m_TargetShape</a>.</p>
Nikhil Raj03c7ff32023-08-22 12:00:04 +0100[diff] [blame]212
213<p class="reference">Referenced by <a class="el" href="_tosa_mappings_8cpp_source.html#l00018">GetTosaMapping()</a>.</p>
214
215</div>
216</div>
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218</div><!-- doc-content -->
Nikhil Raj1dc83fe2024-05-16 09:47:51 +0100[diff] [blame]219<div class="ttc" id="a_tosa_operator_utils_8hpp_html_a1e5b1f8dcc21f10bc7b0d8517e05049d"><div class="ttname"><a href="_tosa_operator_utils_8hpp.html#a1e5b1f8dcc21f10bc7b0d8517e05049d">GenerateUniqueOutputName</a></div><div class="ttdeci">std::string GenerateUniqueOutputName(const Layer &amp;layer, uint32_t layerSlot=0)</div><div class="ttdef"><b>Definition:</b> <a href="_tosa_operator_utils_8hpp_source.html#l00120">TosaOperatorUtils.hpp:120</a></div></div>
Nikhil Raj03c7ff32023-08-22 12:00:04 +0100[diff] [blame]220<div class="ttc" id="aclassarmnn_1_1_layer_html_acf8b8e23bf647836592982f97088d375"><div class="ttname"><a href="classarmnn_1_1_layer.html#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.html#l00337">Layer.hpp:337</a></div></div>
Nikhil Raj6f92c8e2023-11-22 11:41:15 +0000[diff] [blame]221<div class="ttc" id="a_tosa_operator_utils_8hpp_html_a28514b014a4fe0841044f1868064bc65"><div class="ttname"><a href="_tosa_operator_utils_8hpp.html#a28514b014a4fe0841044f1868064bc65">mainName</a></div><div class="ttdeci">const std::string mainName</div><div class="ttdef"><b>Definition:</b> <a href="_tosa_operator_utils_8hpp_source.html#l00019">TosaOperatorUtils.hpp:19</a></div></div>
Nikhil Raj6f92c8e2023-11-22 11:41:15 +0000[diff] [blame]222<div class="ttc" id="a_tosa_operator_utils_8hpp_html_a45d66f17ad6b0469e469f443b3e03226"><div class="ttname"><a href="_tosa_operator_utils_8hpp.html#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.html#l00022">TosaOperatorUtils.hpp:22</a></div></div>
Nikhil Raj6f92c8e2023-11-22 11:41:15 +0000[diff] [blame]223<div class="ttc" id="astructarmnn_1_1_reshape_descriptor_html_a1178f4dafdda81f59c15145ec327f7d9"><div class="ttname"><a href="structarmnn_1_1_reshape_descriptor.html#a1178f4dafdda81f59c15145ec327f7d9">armnn::ReshapeDescriptor::m_TargetShape</a></div><div class="ttdeci">TensorShape m_TargetShape</div><div class="ttdoc">Target shape value.</div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.html#l01039">Descriptors.hpp:1039</a></div></div>
Nikhil Raj1dc83fe2024-05-16 09:47:51 +0100[diff] [blame]224<div class="ttc" id="a_tosa_operator_utils_8hpp_html_a7d97964a65be4eb4a5b4109904f2e7f7"><div class="ttname"><a href="_tosa_operator_utils_8hpp.html#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.html#l00079">TosaOperatorUtils.hpp:79</a></div></div>
225<div class="ttc" id="a_tosa_operator_utils_8hpp_html_a8863b57c08a748fd2dd16880337f4b69"><div class="ttname"><a href="_tosa_operator_utils_8hpp.html#a8863b57c08a748fd2dd16880337f4b69">GenerateUniqueInputName</a></div><div class="ttdeci">std::string GenerateUniqueInputName(const armnn::InputSlot &amp;slot)</div><div class="ttdef"><b>Definition:</b> <a href="_tosa_operator_utils_8hpp_source.html#l00109">TosaOperatorUtils.hpp:109</a></div></div>
226<div class="ttc" id="a_tosa_operator_utils_8hpp_html_aadc5d73bd0cb81999bcfdc62bce020e8"><div class="ttname"><a href="_tosa_operator_utils_8hpp.html#aadc5d73bd0cb81999bcfdc62bce020e8">GetUniqueTosaMappingID</a></div><div class="ttdeci">std::string GetUniqueTosaMappingID()</div><div class="ttdef"><b>Definition:</b> <a href="_tosa_operator_utils_8hpp_source.html#l00138">TosaOperatorUtils.hpp:138</a></div></div>
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