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| <div class="textblock"><code>#include "<a class="el" href="_transpose_operator_8hpp_source.html">TransposeOperator.hpp</a>"</code><br /> |
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| Functions</h2></td></tr> |
| <tr class="memitem:ae1ed6c9514a6fbddb536941d4350abb3"><td class="memItemLeft" align="right" valign="top">TosaSerializationBasicBlock * </td><td class="memItemRight" valign="bottom"><a class="el" href="_transpose_operator_8cpp.html#ae1ed6c9514a6fbddb536941d4350abb3">ConvertTransposeToTosaOperator</a> (const <a class="el" href="classarmnn_1_1_layer.html">Layer</a> *layer, const std::vector< const <a class="el" href="classarmnn_1_1_tensor_info.html">TensorInfo</a> * > &inputs, const std::vector< const <a class="el" href="classarmnn_1_1_tensor_info.html">TensorInfo</a> * > &outputs, const <a class="el" href="structarmnn_1_1_transpose_descriptor.html">TransposeDescriptor</a> *transposeDescriptor)</td></tr> |
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| <h2 class="memtitle"><span class="permalink"><a href="#ae1ed6c9514a6fbddb536941d4350abb3">◆ </a></span>ConvertTransposeToTosaOperator()</h2> |
| |
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| <td class="memname">TosaSerializationBasicBlock* ConvertTransposeToTosaOperator </td> |
| <td>(</td> |
| <td class="paramtype">const <a class="el" href="classarmnn_1_1_layer.html">Layer</a> * </td> |
| <td class="paramname"><em>layer</em>, </td> |
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| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">const std::vector< const <a class="el" href="classarmnn_1_1_tensor_info.html">TensorInfo</a> * > & </td> |
| <td class="paramname"><em>inputs</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">const std::vector< const <a class="el" href="classarmnn_1_1_tensor_info.html">TensorInfo</a> * > & </td> |
| <td class="paramname"><em>outputs</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">const <a class="el" href="structarmnn_1_1_transpose_descriptor.html">TransposeDescriptor</a> * </td> |
| <td class="paramname"><em>transposeDescriptor</em> </td> |
| </tr> |
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| <td></td> |
| <td>)</td> |
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| |
| <p class="definition">Definition at line <a class="el" href="_transpose_operator_8cpp_source.html#l00008">8</a> of file <a class="el" href="_transpose_operator_8cpp_source.html">TransposeOperator.cpp</a>.</p> |
| <div class="fragment"><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>  std::string input0Name = std::string(<span class="stringliteral">"input0_"</span>);</div> |
| <div class="line"><a name="l00014"></a><span class="lineno"> 14</span>  std::string outputName = std::string(<span class="stringliteral">"output0_"</span>);</div> |
| <div class="line"><a name="l00015"></a><span class="lineno"> 15</span>  std::string blockName = std::string(<span class="stringliteral">"Op_TRANSPOSE_block_"</span>) + <a class="code" href="_tosa_operator_utils_8hpp.html#aadc5d73bd0cb81999bcfdc62bce020e8">GetUniqueTosaMappingID</a>();</div> |
| <div class="line"><a name="l00016"></a><span class="lineno"> 16</span>  </div> |
| <div class="line"><a name="l00017"></a><span class="lineno"> 17</span>  <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="l00018"></a><span class="lineno"> 18</span>  <span class="comment">// using the previous and following layers so the graph is connected correctly. For validation this doesn't matter.</span></div> |
| <div class="line"><a name="l00019"></a><span class="lineno"> 19</span>  <span class="keywordflow">if</span>(layer != <span class="keyword">nullptr</span>)</div> |
| <div class="line"><a name="l00020"></a><span class="lineno"> 20</span>  {</div> |
| <div class="line"><a name="l00021"></a><span class="lineno"> 21</span>  <span class="comment">// Get the layers connected to the input slot and determine unique tensor name.</span></div> |
| <div class="line"><a name="l00022"></a><span class="lineno"> 22</span>  <a class="code" href="classarmnn_1_1_layer.html">Layer</a>& connectedLayer0 = layer-><a class="code" href="classarmnn_1_1_layer.html#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0).<a class="code" href="classarmnn_1_1_input_slot.html#a9effd325a6d512a3f8ff4bd207d53255">GetConnectedOutputSlot</a>()-><a class="code" href="classarmnn_1_1_output_slot.html#a7ddaf04177053a536f0e7be83a642bc6">GetOwningLayer</a>();</div> |
| <div class="line"><a name="l00023"></a><span class="lineno"> 23</span>  input0Name = <a class="code" href="_tosa_operator_utils_8hpp.html#a1640c964a461e8580837a79829a5c197">GenerateUniqueName</a>(connectedLayer0, 0);</div> |
| <div class="line"><a name="l00024"></a><span class="lineno"> 24</span>  </div> |
| <div class="line"><a name="l00025"></a><span class="lineno"> 25</span>  <span class="comment">// Determine unique output tensor name.</span></div> |
| <div class="line"><a name="l00026"></a><span class="lineno"> 26</span>  outputName = <a class="code" href="_tosa_operator_utils_8hpp.html#a246662c69dac647833be50ba6dcee024">GenerateUniqueOutputName</a>(*layer, 0);</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>  </div> |
| <div class="line"><a name="l00029"></a><span class="lineno"> 29</span>  std::vector<int32_t> mappings(transposeDescriptor-><a class="code" href="structarmnn_1_1_transpose_descriptor.html#a14433af2b223695b40d8c8f8ba2ebb8f">m_DimMappings</a>.<a class="code" href="classarmnn_1_1_permutation_vector.html#ad5fee900c7aee90671038c79225bf8ec">begin</a>(),</div> |
| <div class="line"><a name="l00030"></a><span class="lineno"> 30</span>  transposeDescriptor-><a class="code" href="structarmnn_1_1_transpose_descriptor.html#a14433af2b223695b40d8c8f8ba2ebb8f">m_DimMappings</a>.<a class="code" href="classarmnn_1_1_permutation_vector.html#a69b6e2a03c835ca5d658a1f16acbaa9c">end</a>());</div> |
| <div class="line"><a name="l00031"></a><span class="lineno"> 31</span>  TosaTransposeAttribute attribute(mappings);</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>  <span class="keyword">auto</span>* op = <span class="keyword">new</span> TosaSerializationOperator(Op_TRANSPOSE,</div> |
| <div class="line"><a name="l00034"></a><span class="lineno"> 34</span>  Attribute_TransposeAttribute,</div> |
| <div class="line"><a name="l00035"></a><span class="lineno"> 35</span>  &attribute,</div> |
| <div class="line"><a name="l00036"></a><span class="lineno"> 36</span>  {input0Name},</div> |
| <div class="line"><a name="l00037"></a><span class="lineno"> 37</span>  {outputName});</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>  </div> |
| <div class="line"><a name="l00040"></a><span class="lineno"> 40</span>  std::vector<TosaSerializationTensor*> tensors;</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="comment">// Only add input tensors if connected layer is an input layer.</span></div> |
| <div class="line"><a name="l00043"></a><span class="lineno"> 43</span>  <span class="comment">// As intermediate or constant tensors will be created separately.</span></div> |
| <div class="line"><a name="l00044"></a><span class="lineno"> 44</span>  <span class="comment">// There also can't be duplicate tensor.</span></div> |
| <div class="line"><a name="l00045"></a><span class="lineno"> 45</span>  <span class="keywordflow">if</span>(input0Name.find(<span class="stringliteral">"input0_"</span>) != std::string::npos)</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>  std::vector<int32_t> inputShape0 = <a class="code" href="_tosa_operator_utils_8hpp.html#a7d97964a65be4eb4a5b4109904f2e7f7">GetTosaTensorShape</a>(inputs[0]->GetShape());</div> |
| <div class="line"><a name="l00048"></a><span class="lineno"> 48</span>  DType inputDType0 = <a class="code" href="_tosa_operator_utils_8hpp.html#a45d66f17ad6b0469e469f443b3e03226">ArmNNToDType</a>(inputs[0]->GetDataType());</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>  tensors.push_back(<span class="keyword">new</span> TosaSerializationTensor(input0Name, inputShape0, inputDType0, {}));</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>  std::vector<int32_t> outputShape0 = <a class="code" href="_tosa_operator_utils_8hpp.html#a7d97964a65be4eb4a5b4109904f2e7f7">GetTosaTensorShape</a>(outputs[0]->GetShape());</div> |
| <div class="line"><a name="l00054"></a><span class="lineno"> 54</span>  DType outputDType0 = <a class="code" href="_tosa_operator_utils_8hpp.html#a45d66f17ad6b0469e469f443b3e03226">ArmNNToDType</a>(outputs[0]->GetDataType());</div> |
| <div class="line"><a name="l00055"></a><span class="lineno"> 55</span>  </div> |
| <div class="line"><a name="l00056"></a><span class="lineno"> 56</span>  tensors.push_back(<span class="keyword">new</span> TosaSerializationTensor(outputName, outputShape0, outputDType0, {}));</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="comment">// operatorInputNames/operatorOutputNames ends up being the same as</span></div> |
| <div class="line"><a name="l00059"></a><span class="lineno"> 59</span>  <span class="comment">// blockInputNames/blockOutputNames for one-to-one ArmNN to TOSA mappings</span></div> |
| <div class="line"><a name="l00060"></a><span class="lineno"> 60</span>  <span class="keywordflow">return</span> <span class="keyword">new</span> TosaSerializationBasicBlock(blockName, <span class="comment">// name</span></div> |
| <div class="line"><a name="l00061"></a><span class="lineno"> 61</span>  <a class="code" href="_tosa_operator_utils_8hpp.html#a28514b014a4fe0841044f1868064bc65">mainName</a>, <span class="comment">// region name</span></div> |
| <div class="line"><a name="l00062"></a><span class="lineno"> 62</span>  {op}, <span class="comment">// operators</span></div> |
| <div class="line"><a name="l00063"></a><span class="lineno"> 63</span>  tensors, <span class="comment">// tensors</span></div> |
| <div class="line"><a name="l00064"></a><span class="lineno"> 64</span>  {input0Name}, <span class="comment">// inputs</span></div> |
| <div class="line"><a name="l00065"></a><span class="lineno"> 65</span>  {outputName}); <span class="comment">// outputs</span></div> |
| <div class="line"><a name="l00066"></a><span class="lineno"> 66</span> }</div> |
| </div><!-- fragment --> |
| <p class="reference">References <a class="el" href="_types_8hpp_source.html#l00359">PermutationVector::begin()</a>, <a class="el" href="_types_8hpp_source.html#l00364">PermutationVector::end()</a>, <a class="el" href="_tosa_operator_utils_8hpp_source.html#l00063">GenerateUniqueName()</a>, <a class="el" href="_tosa_operator_utils_8hpp_source.html#l00082">GenerateUniqueOutputName()</a>, <a class="el" href="_layer_8hpp_source.html#l00056">InputSlot::GetConnectedOutputSlot()</a>, <a class="el" href="_layer_8hpp_source.html#l00337">Layer::GetInputSlot()</a>, <a class="el" href="_layer_8hpp_source.html#l00132">OutputSlot::GetOwningLayer()</a>, <a class="el" href="_tosa_operator_utils_8hpp_source.html#l00052">GetTosaTensorShape()</a>, <a class="el" href="_tosa_operator_utils_8hpp_source.html#l00100">GetUniqueTosaMappingID()</a>, and <a class="el" href="_descriptors_8hpp_source.html#l01514">TransposeDescriptor::m_DimMappings</a>.</p> |
| |
| <p class="reference">Referenced by <a class="el" href="_tosa_mappings_8cpp_source.html#l00018">GetTosaMapping()</a>.</p> |
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| <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 &type)</div><div class="ttdef"><b>Definition:</b> <a href="_tosa_operator_utils_8hpp_source.html#l00022">TosaOperatorUtils.hpp:22</a></div></div> |
| <div class="ttc" id="a_tosa_operator_utils_8hpp_html_a246662c69dac647833be50ba6dcee024"><div class="ttname"><a href="_tosa_operator_utils_8hpp.html#a246662c69dac647833be50ba6dcee024">GenerateUniqueOutputName</a></div><div class="ttdeci">std::string GenerateUniqueOutputName(const Layer &layer, uint32_t layerSlot)</div><div class="ttdef"><b>Definition:</b> <a href="_tosa_operator_utils_8hpp_source.html#l00082">TosaOperatorUtils.hpp:82</a></div></div> |
| <div class="ttc" id="astructarmnn_1_1_transpose_descriptor_html_a14433af2b223695b40d8c8f8ba2ebb8f"><div class="ttname"><a href="structarmnn_1_1_transpose_descriptor.html#a14433af2b223695b40d8c8f8ba2ebb8f">armnn::TransposeDescriptor::m_DimMappings</a></div><div class="ttdeci">PermutationVector m_DimMappings</div><div class="ttdoc">Indicates how to translate tensor elements from a given source into the target destination,...</div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.html#l01514">Descriptors.hpp:1514</a></div></div> |
| <div class="ttc" id="a_tosa_operator_utils_8hpp_html_a1640c964a461e8580837a79829a5c197"><div class="ttname"><a href="_tosa_operator_utils_8hpp.html#a1640c964a461e8580837a79829a5c197">GenerateUniqueName</a></div><div class="ttdeci">std::string GenerateUniqueName(const Layer &layer, uint32_t layerSlot)</div><div class="ttdef"><b>Definition:</b> <a href="_tosa_operator_utils_8hpp_source.html#l00063">TosaOperatorUtils.hpp:63</a></div></div> |
| <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< int32_t > GetTosaTensorShape(const TensorShape &shape)</div><div class="ttdef"><b>Definition:</b> <a href="_tosa_operator_utils_8hpp_source.html#l00052">TosaOperatorUtils.hpp:52</a></div></div> |
| <div class="ttc" id="aclassarmnn_1_1_input_slot_html_a9effd325a6d512a3f8ff4bd207d53255"><div class="ttname"><a href="classarmnn_1_1_input_slot.html#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.html#l00056">Layer.hpp:56</a></div></div> |
| <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#l00100">TosaOperatorUtils.hpp:100</a></div></div> |
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