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| <div class="textblock"><code>#include "<a class="el" href="_tosa_operator_utils_8hpp_source.html">TosaOperatorUtils.hpp</a>"</code><br /> |
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| <tr class="memitem:a1c2344ed1113b0e9d2f3b9c8305f4e11"><td class="memItemLeft" align="right" valign="top">TosaSerializationBasicBlock * </td><td class="memItemRight" valign="bottom"><a class="el" href="_split_operator_8hpp.html#a1c2344ed1113b0e9d2f3b9c8305f4e11">ConvertSplitToTosaOperator</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="namespacearmnn.html#a60291543fe872b795e71e05bcd835fd1">SplitterDescriptor</a> *splitDescriptor)</td></tr> |
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| <td class="memname">TosaSerializationBasicBlock* ConvertSplitToTosaOperator </td> |
| <td>(</td> |
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| <td class="paramname"><em>layer</em>, </td> |
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| <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="namespacearmnn.html#a60291543fe872b795e71e05bcd835fd1">SplitterDescriptor</a> * </td> |
| <td class="paramname"><em>splitDescriptor</em> </td> |
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| <td>)</td> |
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| <p class="definition">Definition at line <a class="el" href="_split_operator_8cpp_source.html#l00014">14</a> of file <a class="el" href="_split_operator_8cpp_source.html">SplitOperator.cpp</a>.</p> |
| <div class="fragment"><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="_exceptions_8hpp.html#a5b0cd1f24b12298894d6367f186ea6dc">ARMNN_THROW_INVALIDARG_MSG_IF_FALSE</a>( inputs.size() == 1,</div> |
| <div class="line"><a name="l00020"></a><span class="lineno"> 20</span>  <span class="stringliteral">"ConvertSplitToTosaOperator: Split must have only one input"</span> );</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>  <a class="code" href="_exceptions_8hpp.html#a5b0cd1f24b12298894d6367f186ea6dc">ARMNN_THROW_INVALIDARG_MSG_IF_FALSE</a>( outputs.size() >= 1,</div> |
| <div class="line"><a name="l00023"></a><span class="lineno"> 23</span>  <span class="stringliteral">"ConvertSplitToTosaOperator: Split must have at least one output"</span> );</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="keywordflow">if</span> (!inputs[0]->GetShape().AreAllDimensionsSpecified())</div> |
| <div class="line"><a name="l00026"></a><span class="lineno"> 26</span>  {</div> |
| <div class="line"><a name="l00027"></a><span class="lineno"> 27</span>  <span class="keywordflow">throw</span> <a class="code" href="classarmnn_1_1_exception.html">armnn::Exception</a>(<span class="stringliteral">"ConvertSplitToTosaOperator: Dynamic input dimensions are unsupported."</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>  </div> |
| <div class="line"><a name="l00030"></a><span class="lineno"> 30</span>  std::string inputName = std::string(<span class="stringliteral">"input_"</span>);</div> |
| <div class="line"><a name="l00031"></a><span class="lineno"> 31</span>  std::vector<std::string> outputNames;</div> |
| <div class="line"><a name="l00032"></a><span class="lineno"> 32</span>  std::string blockName = std::string(<span class="stringliteral">"Op_SPLIT_block_"</span>) + <a class="code" href="_tosa_operator_utils_8hpp.html#aadc5d73bd0cb81999bcfdc62bce020e8">GetUniqueTosaMappingID</a>();</div> |
| <div class="line"><a name="l00033"></a><span class="lineno"> 33</span>  </div> |
| <div class="line"><a name="l00034"></a><span class="lineno"> 34</span>  <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> numSplit = splitDescriptor-><a class="code" href="structarmnn_1_1_views_descriptor.html#a35546e7b56e6e972a495b48748478ede">GetNumViews</a>();</div> |
| <div class="line"><a name="l00035"></a><span class="lineno"> 35</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="l00036"></a><span class="lineno"> 36</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="l00037"></a><span class="lineno"> 37</span>  <span class="keywordflow">if</span>(layer != <span class="keyword">nullptr</span>)</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>  inputName = <a class="code" href="_tosa_operator_utils_8hpp.html#a8863b57c08a748fd2dd16880337f4b69">GenerateUniqueInputName</a>(layer-><a class="code" href="classarmnn_1_1_layer.html#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</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>  <span class="keywordflow">for</span> (<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> i=0; i < numSplit; ++i)</div> |
| <div class="line"><a name="l00042"></a><span class="lineno"> 42</span>  {</div> |
| <div class="line"><a name="l00043"></a><span class="lineno"> 43</span>  <span class="comment">// Determine unique output(s) tensor name.</span></div> |
| <div class="line"><a name="l00044"></a><span class="lineno"> 44</span>  std::string outputName = <a class="code" href="_tosa_operator_utils_8hpp.html#a1e5b1f8dcc21f10bc7b0d8517e05049d">GenerateUniqueOutputName</a>(*layer, i);</div> |
| <div class="line"><a name="l00045"></a><span class="lineno"> 45</span>  outputNames.push_back(outputName);</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>  }</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>  <span class="keywordflow">for</span> (<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> i=0; i < numSplit; ++i)</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>  <span class="comment">// Determine unique output(s) tensor name.</span></div> |
| <div class="line"><a name="l00053"></a><span class="lineno"> 53</span>  std::string outputName = <span class="stringliteral">"output"</span> + std::to_string(i) + <span class="stringliteral">"_"</span>;</div> |
| <div class="line"><a name="l00054"></a><span class="lineno"> 54</span>  outputNames.push_back(outputName);</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>  }</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">// Configure input and output tensors</span></div> |
| <div class="line"><a name="l00059"></a><span class="lineno"> 59</span>  std::set<unsigned int> splitAxis = <a class="code" href="namespacearmnn.html#a2f68926d52d1aa3590bd467e041def05">ComputeSplitAxis</a>(*splitDescriptor, inputs[0]->GetShape());</div> |
| <div class="line"><a name="l00060"></a><span class="lineno"> 60</span>  <span class="keywordflow">if</span> (splitAxis.size() != 1)</div> |
| <div class="line"><a name="l00061"></a><span class="lineno"> 61</span>  {</div> |
| <div class="line"><a name="l00062"></a><span class="lineno"> 62</span>  <span class="keywordflow">throw</span> <a class="code" href="classarmnn_1_1_invalid_argument_exception.html">InvalidArgumentException</a>(<span class="stringliteral">"Cannot derive split axis from SplitterDescriptor"</span>);</div> |
| <div class="line"><a name="l00063"></a><span class="lineno"> 63</span>  }</div> |
| <div class="line"><a name="l00064"></a><span class="lineno"> 64</span>  uint32_t axis = *splitAxis.begin();</div> |
| <div class="line"><a name="l00065"></a><span class="lineno"> 65</span>  </div> |
| <div class="line"><a name="l00066"></a><span class="lineno"> 66</span>  std::vector<TosaSerializationOperator*> ops;</div> |
| <div class="line"><a name="l00067"></a><span class="lineno"> 67</span>  std::vector<int32_t> beginVals(inputs[0]->GetNumDimensions(), 0);</div> |
| <div class="line"><a name="l00068"></a><span class="lineno"> 68</span>  <span class="keywordflow">for</span> (<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> i = 0; i < numSplit; ++i)</div> |
| <div class="line"><a name="l00069"></a><span class="lineno"> 69</span>  {</div> |
| <div class="line"><a name="l00070"></a><span class="lineno"> 70</span>  std::vector<int32_t> sizeVals = <a class="code" href="_tosa_operator_utils_8hpp.html#a7d97964a65be4eb4a5b4109904f2e7f7">GetTosaTensorShape</a>(outputs[i]->GetShape());</div> |
| <div class="line"><a name="l00071"></a><span class="lineno"> 71</span>  TosaSliceAttribute attribute(beginVals, sizeVals);</div> |
| <div class="line"><a name="l00072"></a><span class="lineno"> 72</span>  <span class="keyword">auto</span>* op = <span class="keyword">new</span> TosaSerializationOperator(Op_SLICE,</div> |
| <div class="line"><a name="l00073"></a><span class="lineno"> 73</span>  Attribute_SliceAttribute,</div> |
| <div class="line"><a name="l00074"></a><span class="lineno"> 74</span>  &attribute,</div> |
| <div class="line"><a name="l00075"></a><span class="lineno"> 75</span>  {inputName},</div> |
| <div class="line"><a name="l00076"></a><span class="lineno"> 76</span>  {outputNames[i]});</div> |
| <div class="line"><a name="l00077"></a><span class="lineno"> 77</span>  </div> |
| <div class="line"><a name="l00078"></a><span class="lineno"> 78</span>  ops.push_back(op);</div> |
| <div class="line"><a name="l00079"></a><span class="lineno"> 79</span>  </div> |
| <div class="line"><a name="l00080"></a><span class="lineno"> 80</span>  <span class="comment">// Update the axis begin value for the next split operation, to be the correct size axis value.</span></div> |
| <div class="line"><a name="l00081"></a><span class="lineno"> 81</span>  beginVals[axis] += sizeVals[axis];</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>  std::vector<TosaSerializationTensor*> tensors;</div> |
| <div class="line"><a name="l00085"></a><span class="lineno"> 85</span>  <span class="comment">// Only add input tensors if connected layer is an input layer.</span></div> |
| <div class="line"><a name="l00086"></a><span class="lineno"> 86</span>  <span class="comment">// As intermediate or constant tensors will be created separately.</span></div> |
| <div class="line"><a name="l00087"></a><span class="lineno"> 87</span>  <span class="comment">// There also can't be duplicate tensor.</span></div> |
| <div class="line"><a name="l00088"></a><span class="lineno"> 88</span>  <span class="keywordflow">if</span>(inputName.find(<span class="stringliteral">"input_"</span>) != std::string::npos)</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::vector<int32_t> inputShape = <a class="code" href="_tosa_operator_utils_8hpp.html#a7d97964a65be4eb4a5b4109904f2e7f7">GetTosaTensorShape</a>(inputs[0]->GetShape());</div> |
| <div class="line"><a name="l00091"></a><span class="lineno"> 91</span>  DType inputDType = <a class="code" href="_tosa_operator_utils_8hpp.html#a45d66f17ad6b0469e469f443b3e03226">ArmNNToDType</a>(inputs[0]->GetDataType());</div> |
| <div class="line"><a name="l00092"></a><span class="lineno"> 92</span>  </div> |
| <div class="line"><a name="l00093"></a><span class="lineno"> 93</span>  tensors.push_back(<span class="keyword">new</span> TosaSerializationTensor(inputName, inputShape, inputDType, {}));</div> |
| <div class="line"><a name="l00094"></a><span class="lineno"> 94</span>  }</div> |
| <div class="line"><a name="l00095"></a><span class="lineno"> 95</span>  </div> |
| <div class="line"><a name="l00096"></a><span class="lineno"> 96</span>  DType outputDType = <a class="code" href="_tosa_operator_utils_8hpp.html#a45d66f17ad6b0469e469f443b3e03226">ArmNNToDType</a>(outputs[0]->GetDataType());</div> |
| <div class="line"><a name="l00097"></a><span class="lineno"> 97</span>  <span class="keywordflow">for</span> (<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> i = 0; i < numSplit; ++i)</div> |
| <div class="line"><a name="l00098"></a><span class="lineno"> 98</span>  {</div> |
| <div class="line"><a name="l00099"></a><span class="lineno"> 99</span>  std::vector<int32_t> outputShape = <a class="code" href="_tosa_operator_utils_8hpp.html#a7d97964a65be4eb4a5b4109904f2e7f7">GetTosaTensorShape</a>(outputs[i]->GetShape());</div> |
| <div class="line"><a name="l00100"></a><span class="lineno"> 100</span>  tensors.push_back(<span class="keyword">new</span> TosaSerializationTensor(outputNames[i], outputShape, outputDType, {}));</div> |
| <div class="line"><a name="l00101"></a><span class="lineno"> 101</span>  }</div> |
| <div class="line"><a name="l00102"></a><span class="lineno"> 102</span>  </div> |
| <div class="line"><a name="l00103"></a><span class="lineno"> 103</span>  <span class="comment">// operatorInputNames/operatorOutputNames ends up being the same as</span></div> |
| <div class="line"><a name="l00104"></a><span class="lineno"> 104</span>  <span class="comment">// blockInputNames/blockOutputNames for one-to-one ArmNN to TOSA mappings</span></div> |
| <div class="line"><a name="l00105"></a><span class="lineno"> 105</span>  <span class="keywordflow">return</span> <span class="keyword">new</span> TosaSerializationBasicBlock(blockName, <span class="comment">// name</span></div> |
| <div class="line"><a name="l00106"></a><span class="lineno"> 106</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="l00107"></a><span class="lineno"> 107</span>  ops, <span class="comment">// operators</span></div> |
| <div class="line"><a name="l00108"></a><span class="lineno"> 108</span>  tensors, <span class="comment">// tensors</span></div> |
| <div class="line"><a name="l00109"></a><span class="lineno"> 109</span>  {inputName}, <span class="comment">// inputs</span></div> |
| <div class="line"><a name="l00110"></a><span class="lineno"> 110</span>  outputNames); <span class="comment">// outputs</span></div> |
| <div class="line"><a name="l00111"></a><span class="lineno"> 111</span> }</div> |
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| <p class="reference">References <a class="el" href="_exceptions_8hpp_source.html#l00210">ARMNN_THROW_INVALIDARG_MSG_IF_FALSE</a>.</p> |
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| <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_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> |
| <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> |
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| <div class="ttc" id="aclassarmnn_1_1_exception_html"><div class="ttname"><a href="classarmnn_1_1_exception.html">armnn::Exception</a></div><div class="ttdoc">Base class for all ArmNN exceptions so that users can filter to just those.</div><div class="ttdef"><b>Definition:</b> <a href="_exceptions_8hpp_source.html#l00046">Exceptions.hpp:46</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#l00079">TosaOperatorUtils.hpp:79</a></div></div> |
| <div class="ttc" id="anamespacearmnn_html_a2f68926d52d1aa3590bd467e041def05"><div class="ttname"><a href="namespacearmnn.html#a2f68926d52d1aa3590bd467e041def05">armnn::ComputeSplitAxis</a></div><div class="ttdeci">std::set< unsigned int > ComputeSplitAxis(const armnn::SplitterDescriptor &desc, const TensorShape &input)</div><div class="ttdoc">Calculates the axis values for split operation.</div><div class="ttdef"><b>Definition:</b> <a href="_workload_utils_8cpp_source.html#l00377">WorkloadUtils.cpp:377</a></div></div> |
| <div class="ttc" id="astructarmnn_1_1_views_descriptor_html_a35546e7b56e6e972a495b48748478ede"><div class="ttname"><a href="structarmnn_1_1_views_descriptor.html#a35546e7b56e6e972a495b48748478ede">armnn::ViewsDescriptor::GetNumViews</a></div><div class="ttdeci">uint32_t GetNumViews() const</div><div class="ttdoc">Get the number of views.</div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8cpp_source.html#l00302">Descriptors.cpp:302</a></div></div> |
| <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 &slot)</div><div class="ttdef"><b>Definition:</b> <a href="_tosa_operator_utils_8hpp_source.html#l00109">TosaOperatorUtils.hpp:109</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#l00138">TosaOperatorUtils.hpp:138</a></div></div> |
| <div class="ttc" id="a_exceptions_8hpp_html_a5b0cd1f24b12298894d6367f186ea6dc"><div class="ttname"><a href="_exceptions_8hpp.html#a5b0cd1f24b12298894d6367f186ea6dc">ARMNN_THROW_INVALIDARG_MSG_IF_FALSE</a></div><div class="ttdeci">#define ARMNN_THROW_INVALIDARG_MSG_IF_FALSE(_cond, _str)</div><div class="ttdef"><b>Definition:</b> <a href="_exceptions_8hpp_source.html#l00210">Exceptions.hpp:210</a></div></div> |
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