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| 98 | <div class="title">QuantizeOperator.hpp File Reference</div> </div> |
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| 101 | <div class="textblock"><code>#include "<a class="el" href="_tosa_operator_utils_8hpp_source.html">TosaOperatorUtils.hpp</a>"</code><br /> |
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| 103 | Include dependency graph for QuantizeOperator.hpp:</div> |
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| 115 | <p><a href="_quantize_operator_8hpp_source.html">Go to the source code of this file.</a></p> |
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| 118 | Functions</h2></td></tr> |
| 119 | <tr class="memitem:a0c01e0628e152677de40807856e20d15"><td class="memItemLeft" align="right" valign="top">TosaSerializationBasicBlock * </td><td class="memItemRight" valign="bottom"><a class="el" href="_quantize_operator_8hpp.html#a0c01e0628e152677de40807856e20d15">ConvertQuantizeToTosaOperator</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)</td></tr> |
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| 121 | </table> |
| 122 | <h2 class="groupheader">Function Documentation</h2> |
| 123 | <a id="a0c01e0628e152677de40807856e20d15"></a> |
| 124 | <h2 class="memtitle"><span class="permalink"><a href="#a0c01e0628e152677de40807856e20d15">◆ </a></span>ConvertQuantizeToTosaOperator()</h2> |
| 125 | |
| 126 | <div class="memitem"> |
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| 128 | <table class="memname"> |
| 129 | <tr> |
| 130 | <td class="memname">TosaSerializationBasicBlock* ConvertQuantizeToTosaOperator </td> |
| 131 | <td>(</td> |
| 132 | <td class="paramtype">const <a class="el" href="classarmnn_1_1_layer.html">Layer</a> * </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< const <a class="el" href="classarmnn_1_1_tensor_info.html">TensorInfo</a> * > & </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< const <a class="el" href="classarmnn_1_1_tensor_info.html">TensorInfo</a> * > & </td> |
| 145 | <td class="paramname"><em>outputs</em> </td> |
| 146 | </tr> |
| 147 | <tr> |
| 148 | <td></td> |
| 149 | <td>)</td> |
| 150 | <td></td><td></td> |
| 151 | </tr> |
| 152 | </table> |
| 153 | </div><div class="memdoc"> |
| 154 | |
| 155 | <p class="definition">Definition at line <a class="el" href="_quantize_operator_8cpp_source.html#l00013">13</a> of file <a class="el" href="_quantize_operator_8cpp_source.html">QuantizeOperator.cpp</a>.</p> |
| 156 | <div class="fragment"><div class="line"><a name="l00016"></a><span class="lineno"> 16</span> {</div> |
| 157 | <div class="line"><a name="l00017"></a><span class="lineno"> 17</span>  <a class="code" href="_exceptions_8hpp.html#a5b0cd1f24b12298894d6367f186ea6dc">ARMNN_THROW_INVALIDARG_MSG_IF_FALSE</a>( inputs.size() == 1,</div> |
| 158 | <div class="line"><a name="l00018"></a><span class="lineno"> 18</span>  <span class="stringliteral">"ConvertQuantizeToTosaOperator: Quantize must have only one input"</span> );</div> |
| 159 | <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>( outputs.size() == 1,</div> |
| 160 | <div class="line"><a name="l00020"></a><span class="lineno"> 20</span>  <span class="stringliteral">"ConvertQuantizeToTosaOperator: Quantize must have only one output"</span> );</div> |
| 161 | <div class="line"><a name="l00021"></a><span class="lineno"> 21</span>  </div> |
| 162 | <div class="line"><a name="l00022"></a><span class="lineno"> 22</span>  std::string inputName = std::string(<span class="stringliteral">"input0_"</span>);</div> |
| 163 | <div class="line"><a name="l00023"></a><span class="lineno"> 23</span>  std::string outputNameZeroPoint = std::string(<span class="stringliteral">"intermediate0_"</span>) + <a class="code" href="_tosa_operator_utils_8hpp.html#aadc5d73bd0cb81999bcfdc62bce020e8">GetUniqueTosaMappingID</a>();</div> |
| 164 | <div class="line"><a name="l00024"></a><span class="lineno"> 24</span>  std::string outputNameScale = std::string(<span class="stringliteral">"intermediate1_"</span>) + <a class="code" href="_tosa_operator_utils_8hpp.html#aadc5d73bd0cb81999bcfdc62bce020e8">GetUniqueTosaMappingID</a>();</div> |
| 165 | <div class="line"><a name="l00025"></a><span class="lineno"> 25</span>  std::string outputNameMul = std::string(<span class="stringliteral">"intermediate2_"</span>) + <a class="code" href="_tosa_operator_utils_8hpp.html#aadc5d73bd0cb81999bcfdc62bce020e8">GetUniqueTosaMappingID</a>();</div> |
| 166 | <div class="line"><a name="l00026"></a><span class="lineno"> 26</span>  std::string outputNameAdd = std::string(<span class="stringliteral">"intermediate3_"</span>) + <a class="code" href="_tosa_operator_utils_8hpp.html#aadc5d73bd0cb81999bcfdc62bce020e8">GetUniqueTosaMappingID</a>();</div> |
| 167 | <div class="line"><a name="l00027"></a><span class="lineno"> 27</span>  std::string outputName = std::string(<span class="stringliteral">"output0_"</span>);</div> |
| 168 | <div class="line"><a name="l00028"></a><span class="lineno"> 28</span>  std::string blockName = std::string(<span class="stringliteral">"Op_QUANTIZE_block_"</span>) + <a class="code" href="_tosa_operator_utils_8hpp.html#aadc5d73bd0cb81999bcfdc62bce020e8">GetUniqueTosaMappingID</a>();</div> |
| 169 | <div class="line"><a name="l00029"></a><span class="lineno"> 29</span>  </div> |
| 170 | <div class="line"><a name="l00030"></a><span class="lineno"> 30</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> |
| 171 | <div class="line"><a name="l00031"></a><span class="lineno"> 31</span>  <span class="comment">// using the previous and following layers so the graph is connected correctly. For validation this doesn't matter.</span></div> |
| 172 | <div class="line"><a name="l00032"></a><span class="lineno"> 32</span>  <span class="keywordflow">if</span>(layer != <span class="keyword">nullptr</span>)</div> |
| 173 | <div class="line"><a name="l00033"></a><span class="lineno"> 33</span>  {</div> |
| 174 | <div class="line"><a name="l00034"></a><span class="lineno"> 34</span>  <span class="comment">// Get the layers connected to the input slots and determine unique tensor names.</span></div> |
| 175 | <div class="line"><a name="l00035"></a><span class="lineno"> 35</span>  <a class="code" href="classarmnn_1_1_layer.html">Layer</a>& connectedLayer = 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> |
| 176 | <div class="line"><a name="l00036"></a><span class="lineno"> 36</span>  inputName = <a class="code" href="_tosa_operator_utils_8hpp.html#a1640c964a461e8580837a79829a5c197">GenerateUniqueName</a>(connectedLayer, 0);</div> |
| 177 | <div class="line"><a name="l00037"></a><span class="lineno"> 37</span>  </div> |
| 178 | <div class="line"><a name="l00038"></a><span class="lineno"> 38</span>  <span class="comment">// Determine unique output tensor name.</span></div> |
| 179 | <div class="line"><a name="l00039"></a><span class="lineno"> 39</span>  outputName = <a class="code" href="_tosa_operator_utils_8hpp.html#a246662c69dac647833be50ba6dcee024">GenerateUniqueOutputName</a>(*layer, 0);</div> |
| 180 | <div class="line"><a name="l00040"></a><span class="lineno"> 40</span>  }</div> |
| 181 | <div class="line"><a name="l00041"></a><span class="lineno"> 41</span>  </div> |
| 182 | <div class="line"><a name="l00042"></a><span class="lineno"> 42</span>  <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_tensor_info.html">TensorInfo</a> inputInfo = *inputs[0];</div> |
| 183 | <div class="line"><a name="l00043"></a><span class="lineno"> 43</span>  <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_tensor_info.html">TensorInfo</a> outputInfo = *outputs[0];</div> |
| 184 | <div class="line"><a name="l00044"></a><span class="lineno"> 44</span>  </div> |
| 185 | <div class="line"><a name="l00045"></a><span class="lineno"> 45</span>  <span class="comment">// Extract quantization detail from Tensor</span></div> |
| 186 | <div class="line"><a name="l00046"></a><span class="lineno"> 46</span>  <span class="keywordtype">float</span> zeroPoint = <span class="keyword">static_cast<</span><span class="keywordtype">float</span><span class="keyword">></span>(outputInfo.<a class="code" href="classarmnn_1_1_tensor_info.html#a770b51078da02f44a819e9f95d8058b5">GetQuantizationOffset</a>());</div> |
| 187 | <div class="line"><a name="l00047"></a><span class="lineno"> 47</span>  <span class="comment">// No per axis support in Tensorflow TOSA code</span></div> |
| 188 | <div class="line"><a name="l00048"></a><span class="lineno"> 48</span>  <span class="keywordtype">float</span> scale = outputInfo.<a class="code" href="classarmnn_1_1_tensor_info.html#a047ca888c43bd7fb5702853bf72410d0">GetQuantizationScale</a>();</div> |
| 189 | <div class="line"><a name="l00049"></a><span class="lineno"> 49</span>  </div> |
| 190 | <div class="line"><a name="l00050"></a><span class="lineno"> 50</span>  <span class="comment">// As per the Tensorflow quantization specification</span></div> |
| 191 | <div class="line"><a name="l00051"></a><span class="lineno"> 51</span>  <span class="comment">// Tensorflow TOSA code calculates quantization using multiplication by scale</span></div> |
| 192 | <div class="line"><a name="l00052"></a><span class="lineno"> 52</span>  <span class="comment">// Armnn code calculates quantization using division by scale</span></div> |
| 193 | <div class="line"><a name="l00053"></a><span class="lineno"> 53</span>  <span class="comment">// Invert scale factor passed from Armnn for tf TOSA code</span></div> |
| 194 | <div class="line"><a name="l00054"></a><span class="lineno"> 54</span>  scale = (scale != 0) ? (1 / scale) : scale;</div> |
| 195 | <div class="line"><a name="l00055"></a><span class="lineno"> 55</span>  </div> |
| 196 | <div class="line"><a name="l00056"></a><span class="lineno"> 56</span>  std::vector<TosaSerializationTensor*> tensors;</div> |
| 197 | <div class="line"><a name="l00057"></a><span class="lineno"> 57</span>  </div> |
| 198 | <div class="line"><a name="l00058"></a><span class="lineno"> 58</span>  <span class="comment">// Only add input tensors if connected layer is an input layer.</span></div> |
| 199 | <div class="line"><a name="l00059"></a><span class="lineno"> 59</span>  <span class="comment">// As intermediate or constant tensors will be created separately.</span></div> |
| 200 | <div class="line"><a name="l00060"></a><span class="lineno"> 60</span>  <span class="comment">// There also can't be duplicate tensor.</span></div> |
| 201 | <div class="line"><a name="l00061"></a><span class="lineno"> 61</span>  std::vector<int32_t> inputShape0;</div> |
| 202 | <div class="line"><a name="l00062"></a><span class="lineno"> 62</span>  DType inputDType0 = DType::DType_UNKNOWN;</div> |
| 203 | <div class="line"><a name="l00063"></a><span class="lineno"> 63</span>  <span class="keywordflow">if</span>(inputName.find(<span class="stringliteral">"input0_"</span>) != std::string::npos)</div> |
| 204 | <div class="line"><a name="l00064"></a><span class="lineno"> 64</span>  {</div> |
| 205 | <div class="line"><a name="l00065"></a><span class="lineno"> 65</span>  inputShape0 = <a class="code" href="_tosa_operator_utils_8hpp.html#a7d97964a65be4eb4a5b4109904f2e7f7">GetTosaTensorShape</a>(inputInfo.<a class="code" href="classarmnn_1_1_tensor_info.html#a8b5d0f8a24e9d9238f412260a552acf8">GetShape</a>());</div> |
| 206 | <div class="line"><a name="l00066"></a><span class="lineno"> 66</span>  inputDType0 = <a class="code" href="_tosa_operator_utils_8hpp.html#a45d66f17ad6b0469e469f443b3e03226">ArmNNToDType</a>(inputInfo.<a class="code" href="classarmnn_1_1_tensor_info.html#aea909c7327109228ef618d459015def3">GetDataType</a>());</div> |
| 207 | <div class="line"><a name="l00067"></a><span class="lineno"> 67</span>  <a class="code" href="_exceptions_8hpp.html#a5b0cd1f24b12298894d6367f186ea6dc">ARMNN_THROW_INVALIDARG_MSG_IF_FALSE</a>( inputDType0 == DType::DType_FP16 || inputDType0 == DType::DType_FP32,</div> |
| 208 | <div class="line"><a name="l00068"></a><span class="lineno"> 68</span>  <span class="stringliteral">"ConvertQuantizeToTosaOperator: Quantize input must be of type Float"</span> );</div> |
| 209 | <div class="line"><a name="l00069"></a><span class="lineno"> 69</span>  tensors.push_back(<span class="keyword">new</span> TosaSerializationTensor(inputName, inputShape0, inputDType0, {}));</div> |
| 210 | <div class="line"><a name="l00070"></a><span class="lineno"> 70</span>  }</div> |
| 211 | <div class="line"><a name="l00071"></a><span class="lineno"> 71</span>  </div> |
| 212 | <div class="line"><a name="l00072"></a><span class="lineno"> 72</span>  std::vector<int32_t> outputShape0 = <a class="code" href="_tosa_operator_utils_8hpp.html#a7d97964a65be4eb4a5b4109904f2e7f7">GetTosaTensorShape</a>(outputInfo.<a class="code" href="classarmnn_1_1_tensor_info.html#a8b5d0f8a24e9d9238f412260a552acf8">GetShape</a>());</div> |
| 213 | <div class="line"><a name="l00073"></a><span class="lineno"> 73</span>  DType outputDType0 = <a class="code" href="_tosa_operator_utils_8hpp.html#a45d66f17ad6b0469e469f443b3e03226">ArmNNToDType</a>(outputInfo.<a class="code" href="classarmnn_1_1_tensor_info.html#aea909c7327109228ef618d459015def3">GetDataType</a>());</div> |
| 214 | <div class="line"><a name="l00074"></a><span class="lineno"> 74</span>  </div> |
| 215 | <div class="line"><a name="l00075"></a><span class="lineno"> 75</span>  <span class="comment">// quantize:</span></div> |
| 216 | <div class="line"><a name="l00076"></a><span class="lineno"> 76</span>  <span class="comment">// const_zeroPoint = constant(zeroPoint)</span></div> |
| 217 | <div class="line"><a name="l00077"></a><span class="lineno"> 77</span>  <span class="comment">// const_scale = constant(scale)</span></div> |
| 218 | <div class="line"><a name="l00078"></a><span class="lineno"> 78</span>  <span class="comment">// out_mul = mul(input, const_scale)</span></div> |
| 219 | <div class="line"><a name="l00079"></a><span class="lineno"> 79</span>  <span class="comment">// out_add = add(out_mul, const_zeroPoint)</span></div> |
| 220 | <div class="line"><a name="l00080"></a><span class="lineno"> 80</span>  <span class="comment">// output = cast<output_type>(out_add)</span></div> |
| 221 | <div class="line"><a name="l00081"></a><span class="lineno"> 81</span>  </div> |
| 222 | <div class="line"><a name="l00082"></a><span class="lineno"> 82</span>  <span class="comment">// const_zeroPoint</span></div> |
| 223 | <div class="line"><a name="l00083"></a><span class="lineno"> 83</span>  TosaSerializationOperator* zeroPointOp = <span class="keyword">nullptr</span>;</div> |
| 224 | <div class="line"><a name="l00084"></a><span class="lineno"> 84</span>  TosaSerializationTensor* zeroPointTensor = <span class="keyword">nullptr</span>;</div> |
| 225 | <div class="line"><a name="l00085"></a><span class="lineno"> 85</span>  CreateConstTosaOperator<float>(outputNameZeroPoint,</div> |
| 226 | <div class="line"><a name="l00086"></a><span class="lineno"> 86</span>  zeroPoint,</div> |
| 227 | <div class="line"><a name="l00087"></a><span class="lineno"> 87</span>  inputDType0,</div> |
| 228 | <div class="line"><a name="l00088"></a><span class="lineno"> 88</span>  inputShape0,</div> |
| 229 | <div class="line"><a name="l00089"></a><span class="lineno"> 89</span>  zeroPointOp,</div> |
| 230 | <div class="line"><a name="l00090"></a><span class="lineno"> 90</span>  zeroPointTensor);</div> |
| 231 | <div class="line"><a name="l00091"></a><span class="lineno"> 91</span>  tensors.push_back(zeroPointTensor);</div> |
| 232 | <div class="line"><a name="l00092"></a><span class="lineno"> 92</span>  </div> |
| 233 | <div class="line"><a name="l00093"></a><span class="lineno"> 93</span>  <span class="comment">// const_scale</span></div> |
| 234 | <div class="line"><a name="l00094"></a><span class="lineno"> 94</span>  TosaSerializationOperator *scaleOp = <span class="keyword">nullptr</span>;</div> |
| 235 | <div class="line"><a name="l00095"></a><span class="lineno"> 95</span>  TosaSerializationTensor* scaleTensor = <span class="keyword">nullptr</span>;</div> |
| 236 | <div class="line"><a name="l00096"></a><span class="lineno"> 96</span>  CreateConstTosaOperator<float>(outputNameScale,</div> |
| 237 | <div class="line"><a name="l00097"></a><span class="lineno"> 97</span>  scale,</div> |
| 238 | <div class="line"><a name="l00098"></a><span class="lineno"> 98</span>  inputDType0,</div> |
| 239 | <div class="line"><a name="l00099"></a><span class="lineno"> 99</span>  inputShape0,</div> |
| 240 | <div class="line"><a name="l00100"></a><span class="lineno"> 100</span>  scaleOp,</div> |
| 241 | <div class="line"><a name="l00101"></a><span class="lineno"> 101</span>  scaleTensor);</div> |
| 242 | <div class="line"><a name="l00102"></a><span class="lineno"> 102</span>  tensors.push_back(scaleTensor);</div> |
| 243 | <div class="line"><a name="l00103"></a><span class="lineno"> 103</span>  </div> |
| 244 | <div class="line"><a name="l00104"></a><span class="lineno"> 104</span>  <span class="comment">// mul</span></div> |
| 245 | <div class="line"><a name="l00105"></a><span class="lineno"> 105</span>  int32_t shift = 0;</div> |
| 246 | <div class="line"><a name="l00106"></a><span class="lineno"> 106</span>  TosaMulAttribute mulAttribute(shift);</div> |
| 247 | <div class="line"><a name="l00107"></a><span class="lineno"> 107</span>  TosaSerializationOperator* mulOp = <span class="keyword">new</span> TosaSerializationOperator(Op_MUL,</div> |
| 248 | <div class="line"><a name="l00108"></a><span class="lineno"> 108</span>  Attribute_MulAttribute,</div> |
| 249 | <div class="line"><a name="l00109"></a><span class="lineno"> 109</span>  &mulAttribute,</div> |
| 250 | <div class="line"><a name="l00110"></a><span class="lineno"> 110</span>  {inputName, outputNameScale},</div> |
| 251 | <div class="line"><a name="l00111"></a><span class="lineno"> 111</span>  {outputNameMul});</div> |
| 252 | <div class="line"><a name="l00112"></a><span class="lineno"> 112</span>  tensors.push_back(<span class="keyword">new</span> TosaSerializationTensor(outputNameMul, inputShape0, inputDType0, {}));</div> |
| 253 | <div class="line"><a name="l00113"></a><span class="lineno"> 113</span>  </div> |
| 254 | <div class="line"><a name="l00114"></a><span class="lineno"> 114</span>  <span class="comment">// add</span></div> |
| 255 | <div class="line"><a name="l00115"></a><span class="lineno"> 115</span>  TosaSerializationOperator* addOp = <span class="keyword">new</span> TosaSerializationOperator(Op_ADD,</div> |
| 256 | <div class="line"><a name="l00116"></a><span class="lineno"> 116</span>  Attribute_NONE,</div> |
| 257 | <div class="line"><a name="l00117"></a><span class="lineno"> 117</span>  <span class="keyword">nullptr</span>,</div> |
| 258 | <div class="line"><a name="l00118"></a><span class="lineno"> 118</span>  {outputNameMul, outputNameZeroPoint},</div> |
| 259 | <div class="line"><a name="l00119"></a><span class="lineno"> 119</span>  {outputNameAdd});</div> |
| 260 | <div class="line"><a name="l00120"></a><span class="lineno"> 120</span>  tensors.push_back(<span class="keyword">new</span> TosaSerializationTensor(outputNameAdd, inputShape0, inputDType0, {}));</div> |
| 261 | <div class="line"><a name="l00121"></a><span class="lineno"> 121</span>  </div> |
| 262 | <div class="line"><a name="l00122"></a><span class="lineno"> 122</span>  <span class="comment">// cast</span></div> |
| 263 | <div class="line"><a name="l00123"></a><span class="lineno"> 123</span>  TosaSerializationOperator* castOp = <span class="keyword">new</span> TosaSerializationOperator(Op_CAST,</div> |
| 264 | <div class="line"><a name="l00124"></a><span class="lineno"> 124</span>  Attribute_NONE,</div> |
| 265 | <div class="line"><a name="l00125"></a><span class="lineno"> 125</span>  <span class="keyword">nullptr</span>,</div> |
| 266 | <div class="line"><a name="l00126"></a><span class="lineno"> 126</span>  {outputNameAdd},</div> |
| 267 | <div class="line"><a name="l00127"></a><span class="lineno"> 127</span>  {outputName});</div> |
| 268 | <div class="line"><a name="l00128"></a><span class="lineno"> 128</span>  </div> |
| 269 | <div class="line"><a name="l00129"></a><span class="lineno"> 129</span>  tensors.push_back(<span class="keyword">new</span> TosaSerializationTensor(outputName, outputShape0, outputDType0, {}));</div> |
| 270 | <div class="line"><a name="l00130"></a><span class="lineno"> 130</span>  </div> |
| 271 | <div class="line"><a name="l00131"></a><span class="lineno"> 131</span>  <span class="comment">// operatorInputNames/operatorOutputNames ends up being the same as</span></div> |
| 272 | <div class="line"><a name="l00132"></a><span class="lineno"> 132</span>  <span class="comment">// blockInputNames/blockOutputNames for one-to-one ArmNN to TOSA mappings</span></div> |
| 273 | <div class="line"><a name="l00133"></a><span class="lineno"> 133</span>  <span class="keywordflow">return</span> <span class="keyword">new</span> TosaSerializationBasicBlock(blockName, <span class="comment">// name</span></div> |
| 274 | <div class="line"><a name="l00134"></a><span class="lineno"> 134</span>  <a class="code" href="_tosa_operator_utils_8hpp.html#a28514b014a4fe0841044f1868064bc65">mainName</a>, <span class="comment">// region name</span></div> |
| 275 | <div class="line"><a name="l00135"></a><span class="lineno"> 135</span>  {zeroPointOp, scaleOp, mulOp, addOp, castOp}, <span class="comment">// operators</span></div> |
| 276 | <div class="line"><a name="l00136"></a><span class="lineno"> 136</span>  tensors, <span class="comment">// tensors</span></div> |
| 277 | <div class="line"><a name="l00137"></a><span class="lineno"> 137</span>  {inputName}, <span class="comment">// inputs</span></div> |
| 278 | <div class="line"><a name="l00138"></a><span class="lineno"> 138</span>  {outputName}); <span class="comment">// outputs</span></div> |
| 279 | <div class="line"><a name="l00139"></a><span class="lineno"> 139</span> }</div> |
| 280 | </div><!-- fragment --> |
| 281 | <p class="reference">References <a class="el" href="_exceptions_8hpp_source.html#l00210">ARMNN_THROW_INVALIDARG_MSG_IF_FALSE</a>, <a class="el" href="_tosa_operator_utils_8hpp_source.html#l00022">ArmNNToDType()</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="_tensor_8hpp_source.html#l00200">TensorInfo::GetDataType()</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="_tensor_8cpp_source.html#l00478">TensorInfo::GetQuantizationOffset()</a>, <a class="el" href="_tensor_8cpp_source.html#l00461">TensorInfo::GetQuantizationScale()</a>, <a class="el" href="_tensor_8hpp_source.html#l00193">TensorInfo::GetShape()</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="_tosa_operator_utils_8hpp_source.html#l00019">mainName</a>.</p> |
| 282 | |
| 283 | <p class="reference">Referenced by <a class="el" href="_tosa_mappings_8cpp_source.html#l00018">GetTosaMapping()</a>.</p> |
| 284 | |
| 285 | </div> |
| 286 | </div> |
| 287 | </div><!-- contents --> |
| 288 | </div><!-- doc-content --> |
| 289 | <div class="ttc" id="aclassarmnn_1_1_tensor_info_html_a047ca888c43bd7fb5702853bf72410d0"><div class="ttname"><a href="classarmnn_1_1_tensor_info.html#a047ca888c43bd7fb5702853bf72410d0">armnn::TensorInfo::GetQuantizationScale</a></div><div class="ttdeci">float GetQuantizationScale() const</div><div class="ttdef"><b>Definition:</b> <a href="_tensor_8cpp_source.html#l00461">Tensor.cpp:461</a></div></div> |
| 290 | <div class="ttc" id="aclassarmnn_1_1_tensor_info_html"><div class="ttname"><a href="classarmnn_1_1_tensor_info.html">armnn::TensorInfo</a></div><div class="ttdef"><b>Definition:</b> <a href="_tensor_8hpp_source.html#l00152">Tensor.hpp:152</a></div></div> |
| 291 | <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 & 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> |
| 292 | <div class="ttc" id="aclassarmnn_1_1_layer_html"><div class="ttname"><a href="classarmnn_1_1_layer.html">armnn::Layer</a></div><div class="ttdef"><b>Definition:</b> <a href="_layer_8hpp_source.html#l00230">Layer.hpp:230</a></div></div> |
| 293 | <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> |
| 294 | <div class="ttc" id="aclassarmnn_1_1_output_slot_html_a7ddaf04177053a536f0e7be83a642bc6"><div class="ttname"><a href="classarmnn_1_1_output_slot.html#a7ddaf04177053a536f0e7be83a642bc6">armnn::OutputSlot::GetOwningLayer</a></div><div class="ttdeci">Layer & GetOwningLayer() const</div><div class="ttdef"><b>Definition:</b> <a href="_layer_8hpp_source.html#l00132">Layer.hpp:132</a></div></div> |
| 295 | <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> |
| 296 | <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> |
| 297 | <div class="ttc" id="aclassarmnn_1_1_tensor_info_html_aea909c7327109228ef618d459015def3"><div class="ttname"><a href="classarmnn_1_1_tensor_info.html#aea909c7327109228ef618d459015def3">armnn::TensorInfo::GetDataType</a></div><div class="ttdeci">DataType GetDataType() const</div><div class="ttdef"><b>Definition:</b> <a href="_tensor_8hpp_source.html#l00200">Tensor.hpp:200</a></div></div> |
| 298 | <div class="ttc" id="aclassarmnn_1_1_tensor_info_html_a8b5d0f8a24e9d9238f412260a552acf8"><div class="ttname"><a href="classarmnn_1_1_tensor_info.html#a8b5d0f8a24e9d9238f412260a552acf8">armnn::TensorInfo::GetShape</a></div><div class="ttdeci">const TensorShape & GetShape() const</div><div class="ttdef"><b>Definition:</b> <a href="_tensor_8hpp_source.html#l00193">Tensor.hpp:193</a></div></div> |
| 299 | <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> |
| 300 | <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> |
| 301 | <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> |
| 302 | <div class="ttc" id="aclassarmnn_1_1_tensor_info_html_a770b51078da02f44a819e9f95d8058b5"><div class="ttname"><a href="classarmnn_1_1_tensor_info.html#a770b51078da02f44a819e9f95d8058b5">armnn::TensorInfo::GetQuantizationOffset</a></div><div class="ttdeci">int32_t GetQuantizationOffset() const</div><div class="ttdef"><b>Definition:</b> <a href="_tensor_8cpp_source.html#l00478">Tensor.cpp:478</a></div></div> |
| 303 | <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> |
| 304 | <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> |
| 305 | <!-- start footer part --> |
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| 307 | <ul> |
| 308 | <li class="navelem"><a class="el" href="dir_68267d1309a1af8e8297ef4c3efbcdba.html">src</a></li><li class="navelem"><a class="el" href="dir_0f3cdec46afbc61a1ded8e1687c9c9a0.html">backends</a></li><li class="navelem"><a class="el" href="dir_3eeadfb79f8e6e284b92aba47a7684a1.html">tosaCommon</a></li><li class="navelem"><a class="el" href="dir_44a5c203710327e1068d2575c20cb7c6.html">operatorMappings</a></li><li class="navelem"><a class="el" href="_quantize_operator_8hpp.html">QuantizeOperator.hpp</a></li> |
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