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| <div class="title">ArmComputeSubgraphUtils.hpp</div> </div> |
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| <div class="contents"> |
| <a href="_arm_compute_subgraph_utils_8hpp.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span> <span class="comment">//</span></div> |
| <div class="line"><a name="l00002"></a><span class="lineno"> 2</span> <span class="comment">// Copyright © 2020-2023 Arm Ltd and Contributors. All rights reserved.</span></div> |
| <div class="line"><a name="l00003"></a><span class="lineno"> 3</span> <span class="comment">// SPDX-License-Identifier: MIT</span></div> |
| <div class="line"><a name="l00004"></a><span class="lineno"> 4</span> <span class="comment">//</span></div> |
| <div class="line"><a name="l00005"></a><span class="lineno"> 5</span>  </div> |
| <div class="line"><a name="l00006"></a><span class="lineno"> 6</span> <span class="preprocessor">#pragma once</span></div> |
| <div class="line"><a name="l00007"></a><span class="lineno"> 7</span>  </div> |
| <div class="line"><a name="l00008"></a><span class="lineno"> 8</span> <span class="preprocessor">#include <<a class="code" href="_optimization_views_8hpp.html">armnn/backends/OptimizationViews.hpp</a>></span></div> |
| <div class="line"><a name="l00009"></a><span class="lineno"> 9</span> <span class="preprocessor">#include <<a class="code" href="_assert_8hpp.html">armnn/utility/Assert.hpp</a>></span></div> |
| <div class="line"><a name="l00010"></a><span class="lineno"> 10</span>  </div> |
| <div class="line"><a name="l00011"></a><span class="lineno"> 11</span> <span class="preprocessor">#include <<a class="code" href="_arm_compute_utils_8hpp.html">aclCommon/ArmComputeUtils.hpp</a>></span></div> |
| <div class="line"><a name="l00012"></a><span class="lineno"> 12</span> <span class="preprocessor">#include <<a class="code" href="_subgraph_utils_8hpp.html">backendsCommon/SubgraphUtils.hpp</a>></span></div> |
| <div class="line"><a name="l00013"></a><span class="lineno"> 13</span>  </div> |
| <div class="line"><a name="l00014"></a><span class="lineno"> 14</span> <span class="keyword">namespace </span><a class="code" href="namespacearmnn.html">armnn</a></div> |
| <div class="line"><a name="l00015"></a><span class="lineno"> 15</span> {</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="keyword">namespace</span></div> |
| <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>  </div> |
| <div class="line"><a name="l00020"></a><span class="lineno"> 20</span> <span class="comment">//</span></div> |
| <div class="line"><a name="l00021"></a><span class="lineno"> 21</span> <span class="comment">// this helper only works if all layers where the inputs connect to are not selected</span></div> |
| <div class="line"><a name="l00022"></a><span class="lineno"> 22</span> <span class="comment">//</span></div> |
| <div class="line"><a name="l00023"></a><span class="lineno"> 23</span>  </div> |
| <div class="line"><a name="l00024"></a><span class="lineno"> 24</span> <span class="keywordtype">bool</span> checkDataTypeInputandOutput(<span class="keyword">const</span> Layer& layer)</div> |
| <div class="line"><a name="l00025"></a><span class="lineno"> 25</span> {</div> |
| <div class="line"><a name="l00026"></a><span class="lineno"> 26</span>  <span class="keyword">auto</span> inputInfo = layer.GetInputSlot(0).GetTensorInfo();</div> |
| <div class="line"><a name="l00027"></a><span class="lineno"> 27</span>  <span class="keyword">auto</span> outputInfo = layer.GetOutputSlot(0).GetTensorInfo();</div> |
| <div class="line"><a name="l00028"></a><span class="lineno"> 28</span>  <span class="keywordtype">bool</span> sameDataType = (inputInfo.GetDataType() == outputInfo.GetDataType());</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>  <span class="comment">// Check is same quantization info (same scale and offset)</span></div> |
| <div class="line"><a name="l00031"></a><span class="lineno"> 31</span>  <span class="keywordflow">if</span> (sameDataType)</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="keywordflow">if</span> (<a class="code" href="namespacearmnn.html#ad44c007f21af2d0375e3ef9400a1b275">IsQuantizedType</a>(inputInfo.GetDataType()))</div> |
| <div class="line"><a name="l00034"></a><span class="lineno"> 34</span>  {</div> |
| <div class="line"><a name="l00035"></a><span class="lineno"> 35</span>  <span class="keywordtype">bool</span> sameScale = (inputInfo.GetQuantizationScale() == outputInfo.GetQuantizationScale());</div> |
| <div class="line"><a name="l00036"></a><span class="lineno"> 36</span>  <span class="keywordtype">bool</span> sameOffset = (inputInfo.GetQuantizationOffset() == outputInfo.GetQuantizationOffset());</div> |
| <div class="line"><a name="l00037"></a><span class="lineno"> 37</span>  </div> |
| <div class="line"><a name="l00038"></a><span class="lineno"> 38</span>  <span class="keywordflow">return</span> (sameScale && sameOffset);</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>  <span class="keywordflow">else</span></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="keywordflow">return</span> <span class="keyword">true</span>;</div> |
| <div class="line"><a name="l00043"></a><span class="lineno"> 43</span>  }</div> |
| <div class="line"><a name="l00044"></a><span class="lineno"> 44</span>  }</div> |
| <div class="line"><a name="l00045"></a><span class="lineno"> 45</span>  <span class="keywordflow">else</span></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>  <span class="keywordflow">return</span> <span class="keyword">false</span>;</div> |
| <div class="line"><a name="l00048"></a><span class="lineno"> 48</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>  </div> |
| <div class="line"><a name="l00051"></a><span class="lineno"> 51</span> } <span class="comment">// namespace</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> <span class="keyword">template</span><<span class="keyword">typename</span> LayerType></div> |
| <div class="line"><a name="l00054"></a><span class="lineno"><a class="line" href="namespacearmnn.html#a7e4811ef91f499424bca36e98a2fbd96"> 54</a></span> <a class="code" href="namespacearmnn.html#a56943a0946e5f15e5e58054b8e7a04a4">LayerType</a>* <a class="code" href="namespacearmnn.html#a7e4811ef91f499424bca36e98a2fbd96">FuseLayer</a>(<a class="code" href="classarmnn_1_1_optimization_views.html">OptimizationViews</a>& optimizationViews,</div> |
| <div class="line"><a name="l00055"></a><span class="lineno"> 55</span>  <a class="code" href="namespacearmnn.html#a56943a0946e5f15e5e58054b8e7a04a4">LayerType</a>* baseLayer,</div> |
| <div class="line"><a name="l00056"></a><span class="lineno"> 56</span>  <a class="code" href="namespacearmnn.html#a56943a0946e5f15e5e58054b8e7a04a4">LayerType</a>* replacementLayer,</div> |
| <div class="line"><a name="l00057"></a><span class="lineno"> 57</span>  <a class="code" href="classarmnn_1_1_activation_layer.html">ActivationLayer</a>* activationLayer,</div> |
| <div class="line"><a name="l00058"></a><span class="lineno"> 58</span>  <a class="code" href="structarmnn_1_1_activation_descriptor.html">ActivationDescriptor</a>& activationDesc)</div> |
| <div class="line"><a name="l00059"></a><span class="lineno"> 59</span> {</div> |
| <div class="line"><a name="l00060"></a><span class="lineno"> 60</span>  replacementLayer->SetAdditionalInfoForObject(</div> |
| <div class="line"><a name="l00061"></a><span class="lineno"> 61</span>  std::make_shared<ActivationDescriptor>(activationDesc));</div> |
| <div class="line"><a name="l00062"></a><span class="lineno"> 62</span>  </div> |
| <div class="line"><a name="l00063"></a><span class="lineno"> 63</span>  <a class="code" href="classarmnn_1_1_subgraph_view.html">SubgraphView</a> substitutionSubgraph({baseLayer, activationLayer},</div> |
| <div class="line"><a name="l00064"></a><span class="lineno"> 64</span>  CreateIInputsFrom({baseLayer}),</div> |
| <div class="line"><a name="l00065"></a><span class="lineno"> 65</span>  CreateIOutputsFrom({activationLayer}));</div> |
| <div class="line"><a name="l00066"></a><span class="lineno"> 66</span>  <a class="code" href="classarmnn_1_1_subgraph_view.html">SubgraphView</a> replacementSubgraph(replacementLayer);</div> |
| <div class="line"><a name="l00067"></a><span class="lineno"> 67</span>  </div> |
| <div class="line"><a name="l00068"></a><span class="lineno"> 68</span>  optimizationViews.<a class="code" href="classarmnn_1_1_optimization_views.html#a57340147dcb1c0ae05fdf14ff7af8a01">AddSubstitution</a>({substitutionSubgraph, replacementSubgraph});</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>  <span class="keywordflow">return</span> replacementLayer;</div> |
| <div class="line"><a name="l00071"></a><span class="lineno"> 71</span> }</div> |
| <div class="line"><a name="l00072"></a><span class="lineno"> 72</span>  </div> |
| <div class="line"><a name="l00073"></a><span class="lineno"> 73</span> <span class="keyword">template</span><<span class="keyword">typename</span> LayerType></div> |
| <div class="line"><a name="l00074"></a><span class="lineno"><a class="line" href="namespacearmnn.html#a13f537c12c25c936c152ccca78d902dd"> 74</a></span> <a class="code" href="namespacearmnn.html#a56943a0946e5f15e5e58054b8e7a04a4">LayerType</a>* <a class="code" href="namespacearmnn.html#a13f537c12c25c936c152ccca78d902dd">FuseAdditionLayer</a>(<a class="code" href="classarmnn_1_1_optimization_views.html">OptimizationViews</a>& optimizationViews,</div> |
| <div class="line"><a name="l00075"></a><span class="lineno"> 75</span>  <a class="code" href="namespacearmnn.html#a56943a0946e5f15e5e58054b8e7a04a4">LayerType</a>* baseLayer,</div> |
| <div class="line"><a name="l00076"></a><span class="lineno"> 76</span>  <a class="code" href="classarmnn_1_1_activation_layer.html">ActivationLayer</a>* activationLayer,</div> |
| <div class="line"><a name="l00077"></a><span class="lineno"> 77</span>  <a class="code" href="structarmnn_1_1_activation_descriptor.html">ActivationDescriptor</a>& activationDesc,</div> |
| <div class="line"><a name="l00078"></a><span class="lineno"> 78</span>  std::string name)</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>  <a class="code" href="_deprecated_8hpp.html#ab66a241a0ed3ee89c866e777b035d0ed">ARMNN_NO_DEPRECATE_WARN_BEGIN</a></div> |
| <div class="line"><a name="l00081"></a><span class="lineno"> 81</span>  <a class="code" href="classarmnn_1_1_i_connectable_layer.html">IConnectableLayer</a>* replacement = optimizationViews.<a class="code" href="classarmnn_1_1_optimization_views.html#ad04187fe81f68558b15b6049b2da9cf9">GetINetwork</a>()-><a class="code" href="classarmnn_1_1_i_network.html#a39f1b38d89c4de186742eafcbb3b1319">AddAdditionLayer</a>(name.c_str());</div> |
| <div class="line"><a name="l00082"></a><span class="lineno"> 82</span>  <a class="code" href="_deprecated_8hpp.html#ad762b11b48e5c1d1c1743f529485728a">ARMNN_NO_DEPRECATE_WARN_END</a></div> |
| <div class="line"><a name="l00083"></a><span class="lineno"> 83</span>  <a class="code" href="namespacearmnn.html#a56943a0946e5f15e5e58054b8e7a04a4">LayerType</a>* replacementLayer = PolymorphicDowncast<LayerType*>(replacement);</div> |
| <div class="line"><a name="l00084"></a><span class="lineno"> 84</span>  </div> |
| <div class="line"><a name="l00085"></a><span class="lineno"> 85</span>  <a class="code" href="namespacearmnn.html#a7e4811ef91f499424bca36e98a2fbd96">FuseLayer</a>(optimizationViews,</div> |
| <div class="line"><a name="l00086"></a><span class="lineno"> 86</span>  baseLayer,</div> |
| <div class="line"><a name="l00087"></a><span class="lineno"> 87</span>  replacementLayer,</div> |
| <div class="line"><a name="l00088"></a><span class="lineno"> 88</span>  activationLayer,</div> |
| <div class="line"><a name="l00089"></a><span class="lineno"> 89</span>  activationDesc);</div> |
| <div class="line"><a name="l00090"></a><span class="lineno"> 90</span>  </div> |
| <div class="line"><a name="l00091"></a><span class="lineno"> 91</span>  <span class="keywordflow">return</span> replacementLayer;</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>  </div> |
| <div class="line"><a name="l00094"></a><span class="lineno"> 94</span> <span class="keyword">template</span><<span class="keyword">typename</span> LayerType></div> |
| <div class="line"><a name="l00095"></a><span class="lineno"><a class="line" href="namespacearmnn.html#aeda4132cdab76b98c860690c80fdb7bd"> 95</a></span> <a class="code" href="namespacearmnn.html#a56943a0946e5f15e5e58054b8e7a04a4">LayerType</a>* <a class="code" href="namespacearmnn.html#aeda4132cdab76b98c860690c80fdb7bd">FuseSubtractionLayer</a>(<a class="code" href="classarmnn_1_1_optimization_views.html">OptimizationViews</a>& optimizationViews,</div> |
| <div class="line"><a name="l00096"></a><span class="lineno"> 96</span>  <a class="code" href="namespacearmnn.html#a56943a0946e5f15e5e58054b8e7a04a4">LayerType</a>* baseLayer,</div> |
| <div class="line"><a name="l00097"></a><span class="lineno"> 97</span>  <a class="code" href="classarmnn_1_1_activation_layer.html">ActivationLayer</a>* activationLayer,</div> |
| <div class="line"><a name="l00098"></a><span class="lineno"> 98</span>  <a class="code" href="structarmnn_1_1_activation_descriptor.html">ActivationDescriptor</a>& activationDesc,</div> |
| <div class="line"><a name="l00099"></a><span class="lineno"> 99</span>  std::string name)</div> |
| <div class="line"><a name="l00100"></a><span class="lineno"> 100</span> {</div> |
| <div class="line"><a name="l00101"></a><span class="lineno"> 101</span>  <a class="code" href="_deprecated_8hpp.html#ab66a241a0ed3ee89c866e777b035d0ed">ARMNN_NO_DEPRECATE_WARN_BEGIN</a></div> |
| <div class="line"><a name="l00102"></a><span class="lineno"> 102</span>  <a class="code" href="classarmnn_1_1_i_connectable_layer.html">IConnectableLayer</a>* replacement = optimizationViews.<a class="code" href="classarmnn_1_1_optimization_views.html#ad04187fe81f68558b15b6049b2da9cf9">GetINetwork</a>()-><a class="code" href="classarmnn_1_1_i_network.html#af13795cdf49e63d8bc3cb409592cdb9d">AddSubtractionLayer</a>(name.c_str());</div> |
| <div class="line"><a name="l00103"></a><span class="lineno"> 103</span>  <a class="code" href="_deprecated_8hpp.html#ad762b11b48e5c1d1c1743f529485728a">ARMNN_NO_DEPRECATE_WARN_END</a></div> |
| <div class="line"><a name="l00104"></a><span class="lineno"> 104</span>  <a class="code" href="namespacearmnn.html#a56943a0946e5f15e5e58054b8e7a04a4">LayerType</a>* replacementLayer = PolymorphicDowncast<LayerType*>(replacement);</div> |
| <div class="line"><a name="l00105"></a><span class="lineno"> 105</span>  </div> |
| <div class="line"><a name="l00106"></a><span class="lineno"> 106</span>  <a class="code" href="namespacearmnn.html#a7e4811ef91f499424bca36e98a2fbd96">FuseLayer</a>(optimizationViews,</div> |
| <div class="line"><a name="l00107"></a><span class="lineno"> 107</span>  baseLayer,</div> |
| <div class="line"><a name="l00108"></a><span class="lineno"> 108</span>  replacementLayer,</div> |
| <div class="line"><a name="l00109"></a><span class="lineno"> 109</span>  activationLayer,</div> |
| <div class="line"><a name="l00110"></a><span class="lineno"> 110</span>  activationDesc);</div> |
| <div class="line"><a name="l00111"></a><span class="lineno"> 111</span>  </div> |
| <div class="line"><a name="l00112"></a><span class="lineno"> 112</span>  <span class="keywordflow">return</span> replacementLayer;</div> |
| <div class="line"><a name="l00113"></a><span class="lineno"> 113</span> }</div> |
| <div class="line"><a name="l00114"></a><span class="lineno"> 114</span>  </div> |
| <div class="line"><a name="l00115"></a><span class="lineno"> 115</span> <span class="keyword">template</span><<span class="keyword">typename</span> LayerType></div> |
| <div class="line"><a name="l00116"></a><span class="lineno"><a class="line" href="namespacearmnn.html#a90f36a629081255b526ac433fcedf8ba"> 116</a></span> <a class="code" href="namespacearmnn.html#a56943a0946e5f15e5e58054b8e7a04a4">LayerType</a>* <a class="code" href="namespacearmnn.html#a90f36a629081255b526ac433fcedf8ba">FuseDivisionLayer</a>(<a class="code" href="classarmnn_1_1_optimization_views.html">OptimizationViews</a>& optimizationViews,</div> |
| <div class="line"><a name="l00117"></a><span class="lineno"> 117</span>  <a class="code" href="namespacearmnn.html#a56943a0946e5f15e5e58054b8e7a04a4">LayerType</a>* baseLayer,</div> |
| <div class="line"><a name="l00118"></a><span class="lineno"> 118</span>  <a class="code" href="classarmnn_1_1_activation_layer.html">ActivationLayer</a>* activationLayer,</div> |
| <div class="line"><a name="l00119"></a><span class="lineno"> 119</span>  <a class="code" href="structarmnn_1_1_activation_descriptor.html">ActivationDescriptor</a>& activationDesc,</div> |
| <div class="line"><a name="l00120"></a><span class="lineno"> 120</span>  std::string name)</div> |
| <div class="line"><a name="l00121"></a><span class="lineno"> 121</span> {</div> |
| <div class="line"><a name="l00122"></a><span class="lineno"> 122</span>  <a class="code" href="_deprecated_8hpp.html#ab66a241a0ed3ee89c866e777b035d0ed">ARMNN_NO_DEPRECATE_WARN_BEGIN</a></div> |
| <div class="line"><a name="l00123"></a><span class="lineno"> 123</span>  <a class="code" href="classarmnn_1_1_i_connectable_layer.html">IConnectableLayer</a>* replacement = optimizationViews.<a class="code" href="classarmnn_1_1_optimization_views.html#ad04187fe81f68558b15b6049b2da9cf9">GetINetwork</a>()-><a class="code" href="classarmnn_1_1_i_network.html#a0aeb4e528cf6ba4b7caca14a94fbcafe">AddDivisionLayer</a>(name.c_str());</div> |
| <div class="line"><a name="l00124"></a><span class="lineno"> 124</span>  <a class="code" href="_deprecated_8hpp.html#ad762b11b48e5c1d1c1743f529485728a">ARMNN_NO_DEPRECATE_WARN_END</a></div> |
| <div class="line"><a name="l00125"></a><span class="lineno"> 125</span>  <a class="code" href="namespacearmnn.html#a56943a0946e5f15e5e58054b8e7a04a4">LayerType</a>* replacementLayer = PolymorphicDowncast<LayerType*>(replacement);</div> |
| <div class="line"><a name="l00126"></a><span class="lineno"> 126</span>  </div> |
| <div class="line"><a name="l00127"></a><span class="lineno"> 127</span>  <a class="code" href="namespacearmnn.html#a7e4811ef91f499424bca36e98a2fbd96">FuseLayer</a>(optimizationViews,</div> |
| <div class="line"><a name="l00128"></a><span class="lineno"> 128</span>  baseLayer,</div> |
| <div class="line"><a name="l00129"></a><span class="lineno"> 129</span>  replacementLayer,</div> |
| <div class="line"><a name="l00130"></a><span class="lineno"> 130</span>  activationLayer,</div> |
| <div class="line"><a name="l00131"></a><span class="lineno"> 131</span>  activationDesc);</div> |
| <div class="line"><a name="l00132"></a><span class="lineno"> 132</span>  </div> |
| <div class="line"><a name="l00133"></a><span class="lineno"> 133</span>  <span class="keywordflow">return</span> replacementLayer;</div> |
| <div class="line"><a name="l00134"></a><span class="lineno"> 134</span> }</div> |
| <div class="line"><a name="l00135"></a><span class="lineno"> 135</span>  </div> |
| <div class="line"><a name="l00136"></a><span class="lineno"> 136</span> <span class="keyword">template</span><<span class="keyword">typename</span> LayerType></div> |
| <div class="line"><a name="l00137"></a><span class="lineno"><a class="line" href="namespacearmnn.html#af06b26928a460f9fcdef0327f448a34c"> 137</a></span> <a class="code" href="namespacearmnn.html#a56943a0946e5f15e5e58054b8e7a04a4">LayerType</a>* <a class="code" href="namespacearmnn.html#af06b26928a460f9fcdef0327f448a34c">FuseMultiplicationLayer</a>(<a class="code" href="classarmnn_1_1_optimization_views.html">OptimizationViews</a>& optimizationViews,</div> |
| <div class="line"><a name="l00138"></a><span class="lineno"> 138</span>  <a class="code" href="namespacearmnn.html#a56943a0946e5f15e5e58054b8e7a04a4">LayerType</a>* baseLayer,</div> |
| <div class="line"><a name="l00139"></a><span class="lineno"> 139</span>  <a class="code" href="classarmnn_1_1_activation_layer.html">ActivationLayer</a>* activationLayer,</div> |
| <div class="line"><a name="l00140"></a><span class="lineno"> 140</span>  <a class="code" href="structarmnn_1_1_activation_descriptor.html">ActivationDescriptor</a>& activationDesc,</div> |
| <div class="line"><a name="l00141"></a><span class="lineno"> 141</span>  std::string name)</div> |
| <div class="line"><a name="l00142"></a><span class="lineno"> 142</span> {</div> |
| <div class="line"><a name="l00143"></a><span class="lineno"> 143</span>  <a class="code" href="_deprecated_8hpp.html#ab66a241a0ed3ee89c866e777b035d0ed">ARMNN_NO_DEPRECATE_WARN_BEGIN</a></div> |
| <div class="line"><a name="l00144"></a><span class="lineno"> 144</span>  <a class="code" href="classarmnn_1_1_i_connectable_layer.html">IConnectableLayer</a>* replacement = optimizationViews.<a class="code" href="classarmnn_1_1_optimization_views.html#ad04187fe81f68558b15b6049b2da9cf9">GetINetwork</a>()-><a class="code" href="classarmnn_1_1_i_network.html#abb59f6ba9988dae88e0f48e68d87fc32">AddMultiplicationLayer</a>(name.c_str());</div> |
| <div class="line"><a name="l00145"></a><span class="lineno"> 145</span>  <a class="code" href="_deprecated_8hpp.html#ad762b11b48e5c1d1c1743f529485728a">ARMNN_NO_DEPRECATE_WARN_END</a></div> |
| <div class="line"><a name="l00146"></a><span class="lineno"> 146</span>  <a class="code" href="namespacearmnn.html#a56943a0946e5f15e5e58054b8e7a04a4">LayerType</a>* replacementLayer = PolymorphicDowncast<LayerType*>(replacement);</div> |
| <div class="line"><a name="l00147"></a><span class="lineno"> 147</span>  </div> |
| <div class="line"><a name="l00148"></a><span class="lineno"> 148</span>  <a class="code" href="namespacearmnn.html#a7e4811ef91f499424bca36e98a2fbd96">FuseLayer</a>(optimizationViews,</div> |
| <div class="line"><a name="l00149"></a><span class="lineno"> 149</span>  baseLayer,</div> |
| <div class="line"><a name="l00150"></a><span class="lineno"> 150</span>  replacementLayer,</div> |
| <div class="line"><a name="l00151"></a><span class="lineno"> 151</span>  activationLayer,</div> |
| <div class="line"><a name="l00152"></a><span class="lineno"> 152</span>  activationDesc);</div> |
| <div class="line"><a name="l00153"></a><span class="lineno"> 153</span>  </div> |
| <div class="line"><a name="l00154"></a><span class="lineno"> 154</span>  <span class="keywordflow">return</span> replacementLayer;</div> |
| <div class="line"><a name="l00155"></a><span class="lineno"> 155</span> }</div> |
| <div class="line"><a name="l00156"></a><span class="lineno"> 156</span>  </div> |
| <div class="line"><a name="l00157"></a><span class="lineno"> 157</span> <span class="keyword">template</span><<span class="keyword">typename</span> LayerType></div> |
| <div class="line"><a name="l00158"></a><span class="lineno"><a class="line" href="namespacearmnn.html#a6a28e34d999aac5a0149d35b02a3cfe5"> 158</a></span> <a class="code" href="namespacearmnn.html#a56943a0946e5f15e5e58054b8e7a04a4">LayerType</a>* <a class="code" href="namespacearmnn.html#a6a28e34d999aac5a0149d35b02a3cfe5">FuseElementwiseBinaryLayer</a>(<a class="code" href="classarmnn_1_1_optimization_views.html">OptimizationViews</a>& optimizationViews,</div> |
| <div class="line"><a name="l00159"></a><span class="lineno"> 159</span>  <a class="code" href="namespacearmnn.html#a56943a0946e5f15e5e58054b8e7a04a4">LayerType</a>* baseLayer,</div> |
| <div class="line"><a name="l00160"></a><span class="lineno"> 160</span>  <a class="code" href="classarmnn_1_1_activation_layer.html">ActivationLayer</a>* activationLayer,</div> |
| <div class="line"><a name="l00161"></a><span class="lineno"> 161</span>  <a class="code" href="structarmnn_1_1_activation_descriptor.html">ActivationDescriptor</a>& activationDesc,</div> |
| <div class="line"><a name="l00162"></a><span class="lineno"> 162</span>  <a class="code" href="namespacearmnn.html#ac4f8557279754ed7b3f749d55b0e3047">BinaryOperation</a> operation,</div> |
| <div class="line"><a name="l00163"></a><span class="lineno"> 163</span>  std::string name)</div> |
| <div class="line"><a name="l00164"></a><span class="lineno"> 164</span> {</div> |
| <div class="line"><a name="l00165"></a><span class="lineno"> 165</span>  <a class="code" href="classarmnn_1_1_i_connectable_layer.html">IConnectableLayer</a>* replacement = optimizationViews.<a class="code" href="classarmnn_1_1_optimization_views.html#ad04187fe81f68558b15b6049b2da9cf9">GetINetwork</a>()-><a class="code" href="classarmnn_1_1_i_network.html#aab976306ba3424cbc0c7ea33417d718d">AddElementwiseBinaryLayer</a>(operation,</div> |
| <div class="line"><a name="l00166"></a><span class="lineno"> 166</span>  name.c_str());</div> |
| <div class="line"><a name="l00167"></a><span class="lineno"> 167</span>  <a class="code" href="namespacearmnn.html#a56943a0946e5f15e5e58054b8e7a04a4">LayerType</a>* replacementLayer = PolymorphicDowncast<LayerType*>(replacement);</div> |
| <div class="line"><a name="l00168"></a><span class="lineno"> 168</span>  </div> |
| <div class="line"><a name="l00169"></a><span class="lineno"> 169</span>  <a class="code" href="namespacearmnn.html#a7e4811ef91f499424bca36e98a2fbd96">FuseLayer</a>(optimizationViews,</div> |
| <div class="line"><a name="l00170"></a><span class="lineno"> 170</span>  baseLayer,</div> |
| <div class="line"><a name="l00171"></a><span class="lineno"> 171</span>  replacementLayer,</div> |
| <div class="line"><a name="l00172"></a><span class="lineno"> 172</span>  activationLayer,</div> |
| <div class="line"><a name="l00173"></a><span class="lineno"> 173</span>  activationDesc);</div> |
| <div class="line"><a name="l00174"></a><span class="lineno"> 174</span>  </div> |
| <div class="line"><a name="l00175"></a><span class="lineno"> 175</span>  <span class="keywordflow">return</span> replacementLayer;</div> |
| <div class="line"><a name="l00176"></a><span class="lineno"> 176</span> }</div> |
| <div class="line"><a name="l00177"></a><span class="lineno"> 177</span>  </div> |
| <div class="line"><a name="l00178"></a><span class="lineno"> 178</span> <span class="keyword">template</span><<span class="keyword">typename</span> LayerType></div> |
| <div class="line"><a name="l00179"></a><span class="lineno"><a class="line" href="namespacearmnn.html#aa4a4b141867313cddb82c96800db343e"> 179</a></span> <a class="code" href="namespacearmnn.html#a56943a0946e5f15e5e58054b8e7a04a4">LayerType</a>* <a class="code" href="namespacearmnn.html#aa4a4b141867313cddb82c96800db343e">FuseBatchNormalizationLayer</a>(<a class="code" href="classarmnn_1_1_optimization_views.html">OptimizationViews</a>& optimizationViews,</div> |
| <div class="line"><a name="l00180"></a><span class="lineno"> 180</span>  <a class="code" href="namespacearmnn.html#a56943a0946e5f15e5e58054b8e7a04a4">LayerType</a>* baseLayer,</div> |
| <div class="line"><a name="l00181"></a><span class="lineno"> 181</span>  <a class="code" href="classarmnn_1_1_activation_layer.html">ActivationLayer</a>* activationLayer,</div> |
| <div class="line"><a name="l00182"></a><span class="lineno"> 182</span>  <a class="code" href="structarmnn_1_1_activation_descriptor.html">ActivationDescriptor</a>& activationDesc,</div> |
| <div class="line"><a name="l00183"></a><span class="lineno"> 183</span>  std::string name)</div> |
| <div class="line"><a name="l00184"></a><span class="lineno"> 184</span> {</div> |
| <div class="line"><a name="l00185"></a><span class="lineno"> 185</span>  <a class="code" href="classarmnn_1_1_i_connectable_layer.html">IConnectableLayer</a>* replacement =</div> |
| <div class="line"><a name="l00186"></a><span class="lineno"> 186</span>  optimizationViews.<a class="code" href="classarmnn_1_1_optimization_views.html#ad04187fe81f68558b15b6049b2da9cf9">GetINetwork</a>()-><a class="code" href="classarmnn_1_1_i_network.html#a8f798e19187ac7ae6ae6153ee64ab645">AddBatchNormalizationLayer</a>(baseLayer->GetParameters(),</div> |
| <div class="line"><a name="l00187"></a><span class="lineno"> 187</span>  <a class="code" href="classarmnn_1_1_const_tensor.html">ConstTensor</a>(),</div> |
| <div class="line"><a name="l00188"></a><span class="lineno"> 188</span>  <a class="code" href="classarmnn_1_1_const_tensor.html">ConstTensor</a>(),</div> |
| <div class="line"><a name="l00189"></a><span class="lineno"> 189</span>  <a class="code" href="classarmnn_1_1_const_tensor.html">ConstTensor</a>(),</div> |
| <div class="line"><a name="l00190"></a><span class="lineno"> 190</span>  <a class="code" href="classarmnn_1_1_const_tensor.html">ConstTensor</a>(),</div> |
| <div class="line"><a name="l00191"></a><span class="lineno"> 191</span>  name.c_str());</div> |
| <div class="line"><a name="l00192"></a><span class="lineno"> 192</span>  <a class="code" href="namespacearmnn.html#a56943a0946e5f15e5e58054b8e7a04a4">LayerType</a>* replacementLayer = PolymorphicDowncast<LayerType*>(replacement);</div> |
| <div class="line"><a name="l00193"></a><span class="lineno"> 193</span>  </div> |
| <div class="line"><a name="l00194"></a><span class="lineno"> 194</span>  <a class="code" href="namespacearmnn.html#a7e4811ef91f499424bca36e98a2fbd96">FuseLayer</a>(optimizationViews,</div> |
| <div class="line"><a name="l00195"></a><span class="lineno"> 195</span>  baseLayer,</div> |
| <div class="line"><a name="l00196"></a><span class="lineno"> 196</span>  replacementLayer,</div> |
| <div class="line"><a name="l00197"></a><span class="lineno"> 197</span>  activationLayer,</div> |
| <div class="line"><a name="l00198"></a><span class="lineno"> 198</span>  activationDesc);</div> |
| <div class="line"><a name="l00199"></a><span class="lineno"> 199</span>  </div> |
| <div class="line"><a name="l00200"></a><span class="lineno"> 200</span>  <a class="code" href="classarmnn_1_1_subgraph_view.html">SubgraphView</a> substitutionSubgraph({baseLayer, activationLayer},</div> |
| <div class="line"><a name="l00201"></a><span class="lineno"> 201</span>  CreateIInputsFrom({baseLayer}),</div> |
| <div class="line"><a name="l00202"></a><span class="lineno"> 202</span>  CreateIOutputsFrom({activationLayer}));</div> |
| <div class="line"><a name="l00203"></a><span class="lineno"> 203</span>  <a class="code" href="classarmnn_1_1_subgraph_view.html">SubgraphView</a> replacementSubgraph(replacementLayer);</div> |
| <div class="line"><a name="l00204"></a><span class="lineno"> 204</span>  </div> |
| <div class="line"><a name="l00205"></a><span class="lineno"> 205</span>  <span class="keywordflow">return</span> replacementLayer;</div> |
| <div class="line"><a name="l00206"></a><span class="lineno"> 206</span> }</div> |
| <div class="line"><a name="l00207"></a><span class="lineno"> 207</span>  </div> |
| <div class="line"><a name="l00208"></a><span class="lineno"> 208</span> <span class="keyword">template</span><<span class="keyword">typename</span> LayerType></div> |
| <div class="line"><a name="l00209"></a><span class="lineno"><a class="line" href="namespacearmnn.html#afdb0a1b1703203354451e78e2fc43f3f"> 209</a></span> <a class="code" href="namespacearmnn.html#a56943a0946e5f15e5e58054b8e7a04a4">LayerType</a>* <a class="code" href="namespacearmnn.html#afdb0a1b1703203354451e78e2fc43f3f">FuseConvolution2dLayer</a>(<a class="code" href="classarmnn_1_1_optimization_views.html">OptimizationViews</a>& optimizationViews,</div> |
| <div class="line"><a name="l00210"></a><span class="lineno"> 210</span>  <a class="code" href="namespacearmnn.html#a56943a0946e5f15e5e58054b8e7a04a4">LayerType</a>* baseLayer,</div> |
| <div class="line"><a name="l00211"></a><span class="lineno"> 211</span>  <a class="code" href="classarmnn_1_1_activation_layer.html">ActivationLayer</a>* activationLayer,</div> |
| <div class="line"><a name="l00212"></a><span class="lineno"> 212</span>  <a class="code" href="structarmnn_1_1_activation_descriptor.html">ActivationDescriptor</a>& activationDesc,</div> |
| <div class="line"><a name="l00213"></a><span class="lineno"> 213</span>  std::string name)</div> |
| <div class="line"><a name="l00214"></a><span class="lineno"> 214</span> {</div> |
| <div class="line"><a name="l00215"></a><span class="lineno"> 215</span>  <a class="code" href="classarmnn_1_1_i_connectable_layer.html">IConnectableLayer</a>* replacement = optimizationViews.<a class="code" href="classarmnn_1_1_optimization_views.html#ad04187fe81f68558b15b6049b2da9cf9">GetINetwork</a>()</div> |
| <div class="line"><a name="l00216"></a><span class="lineno"> 216</span>  -><a class="code" href="classarmnn_1_1_i_network.html#a383e74ef080d4a81b8b371be4b840248">AddConvolution2dLayer</a>(baseLayer->GetParameters(), name.c_str());</div> |
| <div class="line"><a name="l00217"></a><span class="lineno"> 217</span>  </div> |
| <div class="line"><a name="l00218"></a><span class="lineno"> 218</span>  <a class="code" href="namespacearmnn.html#a56943a0946e5f15e5e58054b8e7a04a4">LayerType</a>* replacementLayer = PolymorphicDowncast<LayerType*>(replacement);</div> |
| <div class="line"><a name="l00219"></a><span class="lineno"> 219</span>  </div> |
| <div class="line"><a name="l00220"></a><span class="lineno"> 220</span>  </div> |
| <div class="line"><a name="l00221"></a><span class="lineno"> 221</span>  <a class="code" href="namespacearmnn.html#a7e4811ef91f499424bca36e98a2fbd96">FuseLayer</a>(optimizationViews,</div> |
| <div class="line"><a name="l00222"></a><span class="lineno"> 222</span>  baseLayer,</div> |
| <div class="line"><a name="l00223"></a><span class="lineno"> 223</span>  replacementLayer,</div> |
| <div class="line"><a name="l00224"></a><span class="lineno"> 224</span>  activationLayer,</div> |
| <div class="line"><a name="l00225"></a><span class="lineno"> 225</span>  activationDesc);</div> |
| <div class="line"><a name="l00226"></a><span class="lineno"> 226</span>  </div> |
| <div class="line"><a name="l00227"></a><span class="lineno"> 227</span>  <span class="keywordflow">return</span> replacementLayer;</div> |
| <div class="line"><a name="l00228"></a><span class="lineno"> 228</span> }</div> |
| <div class="line"><a name="l00229"></a><span class="lineno"> 229</span>  </div> |
| <div class="line"><a name="l00230"></a><span class="lineno"> 230</span> <span class="keyword">template</span><<span class="keyword">typename</span> LayerType></div> |
| <div class="line"><a name="l00231"></a><span class="lineno"><a class="line" href="namespacearmnn.html#ae795a54643adfeb37ac95dee68807856"> 231</a></span> <a class="code" href="namespacearmnn.html#a56943a0946e5f15e5e58054b8e7a04a4">LayerType</a>* <a class="code" href="namespacearmnn.html#ae795a54643adfeb37ac95dee68807856">FuseDepthwiseConvolution2dLayer</a>(<a class="code" href="classarmnn_1_1_optimization_views.html">OptimizationViews</a>& optimizationViews,</div> |
| <div class="line"><a name="l00232"></a><span class="lineno"> 232</span>  <a class="code" href="namespacearmnn.html#a56943a0946e5f15e5e58054b8e7a04a4">LayerType</a>* baseLayer,</div> |
| <div class="line"><a name="l00233"></a><span class="lineno"> 233</span>  <a class="code" href="classarmnn_1_1_activation_layer.html">ActivationLayer</a>* activationLayer,</div> |
| <div class="line"><a name="l00234"></a><span class="lineno"> 234</span>  <a class="code" href="structarmnn_1_1_activation_descriptor.html">ActivationDescriptor</a>& activationDesc,</div> |
| <div class="line"><a name="l00235"></a><span class="lineno"> 235</span>  std::string name)</div> |
| <div class="line"><a name="l00236"></a><span class="lineno"> 236</span> {</div> |
| <div class="line"><a name="l00237"></a><span class="lineno"> 237</span>  <a class="code" href="classarmnn_1_1_i_connectable_layer.html">IConnectableLayer</a>* replacement =</div> |
| <div class="line"><a name="l00238"></a><span class="lineno"> 238</span>  optimizationViews.<a class="code" href="classarmnn_1_1_optimization_views.html#ad04187fe81f68558b15b6049b2da9cf9">GetINetwork</a>()-><a class="code" href="classarmnn_1_1_i_network.html#ac6771c8752811fcfa91b3f0dee748144">AddDepthwiseConvolution2dLayer</a>(baseLayer->GetParameters(), name.c_str());</div> |
| <div class="line"><a name="l00239"></a><span class="lineno"> 239</span>  </div> |
| <div class="line"><a name="l00240"></a><span class="lineno"> 240</span>  <a class="code" href="namespacearmnn.html#a56943a0946e5f15e5e58054b8e7a04a4">LayerType</a>* replacementLayer = PolymorphicDowncast<LayerType*>(replacement);</div> |
| <div class="line"><a name="l00241"></a><span class="lineno"> 241</span>  </div> |
| <div class="line"><a name="l00242"></a><span class="lineno"> 242</span>  </div> |
| <div class="line"><a name="l00243"></a><span class="lineno"> 243</span>  <a class="code" href="namespacearmnn.html#a7e4811ef91f499424bca36e98a2fbd96">FuseLayer</a>(optimizationViews,</div> |
| <div class="line"><a name="l00244"></a><span class="lineno"> 244</span>  baseLayer,</div> |
| <div class="line"><a name="l00245"></a><span class="lineno"> 245</span>  replacementLayer,</div> |
| <div class="line"><a name="l00246"></a><span class="lineno"> 246</span>  activationLayer,</div> |
| <div class="line"><a name="l00247"></a><span class="lineno"> 247</span>  activationDesc);</div> |
| <div class="line"><a name="l00248"></a><span class="lineno"> 248</span>  </div> |
| <div class="line"><a name="l00249"></a><span class="lineno"> 249</span>  <span class="keywordflow">return</span> replacementLayer;</div> |
| <div class="line"><a name="l00250"></a><span class="lineno"> 250</span> }</div> |
| <div class="line"><a name="l00251"></a><span class="lineno"> 251</span>  </div> |
| <div class="line"><a name="l00252"></a><span class="lineno"> 252</span> <span class="keyword">template</span><<span class="keyword">typename</span> LayerType></div> |
| <div class="line"><a name="l00253"></a><span class="lineno"><a class="line" href="namespacearmnn.html#ad2021f80998e436e27de7b7eeec67d54"> 253</a></span> <a class="code" href="namespacearmnn.html#a56943a0946e5f15e5e58054b8e7a04a4">LayerType</a>* <a class="code" href="namespacearmnn.html#ad2021f80998e436e27de7b7eeec67d54">FuseFullyConnectedLayer</a>(<a class="code" href="classarmnn_1_1_optimization_views.html">OptimizationViews</a>& optimizationViews,</div> |
| <div class="line"><a name="l00254"></a><span class="lineno"> 254</span>  <a class="code" href="namespacearmnn.html#a56943a0946e5f15e5e58054b8e7a04a4">LayerType</a>* baseLayer,</div> |
| <div class="line"><a name="l00255"></a><span class="lineno"> 255</span>  <a class="code" href="classarmnn_1_1_activation_layer.html">ActivationLayer</a>* activationLayer,</div> |
| <div class="line"><a name="l00256"></a><span class="lineno"> 256</span>  <a class="code" href="structarmnn_1_1_activation_descriptor.html">ActivationDescriptor</a>& activationDesc,</div> |
| <div class="line"><a name="l00257"></a><span class="lineno"> 257</span>  std::string name)</div> |
| <div class="line"><a name="l00258"></a><span class="lineno"> 258</span> {</div> |
| <div class="line"><a name="l00259"></a><span class="lineno"> 259</span>  <a class="code" href="classarmnn_1_1_i_connectable_layer.html">IConnectableLayer</a>* replacement =</div> |
| <div class="line"><a name="l00260"></a><span class="lineno"> 260</span>  optimizationViews.<a class="code" href="classarmnn_1_1_optimization_views.html#ad04187fe81f68558b15b6049b2da9cf9">GetINetwork</a>()-><a class="code" href="classarmnn_1_1_i_network.html#a471991a84030eb3ae601da2bee757870">AddFullyConnectedLayer</a>(baseLayer->GetParameters(),</div> |
| <div class="line"><a name="l00261"></a><span class="lineno"> 261</span>  name.c_str());</div> |
| <div class="line"><a name="l00262"></a><span class="lineno"> 262</span>  <a class="code" href="namespacearmnn.html#a56943a0946e5f15e5e58054b8e7a04a4">LayerType</a>* replacementLayer = PolymorphicDowncast<LayerType*>(replacement);</div> |
| <div class="line"><a name="l00263"></a><span class="lineno"> 263</span>  </div> |
| <div class="line"><a name="l00264"></a><span class="lineno"> 264</span>  <a class="code" href="namespacearmnn.html#a7e4811ef91f499424bca36e98a2fbd96">FuseLayer</a>(optimizationViews,</div> |
| <div class="line"><a name="l00265"></a><span class="lineno"> 265</span>  baseLayer,</div> |
| <div class="line"><a name="l00266"></a><span class="lineno"> 266</span>  replacementLayer,</div> |
| <div class="line"><a name="l00267"></a><span class="lineno"> 267</span>  activationLayer,</div> |
| <div class="line"><a name="l00268"></a><span class="lineno"> 268</span>  activationDesc);</div> |
| <div class="line"><a name="l00269"></a><span class="lineno"> 269</span>  </div> |
| <div class="line"><a name="l00270"></a><span class="lineno"> 270</span>  </div> |
| <div class="line"><a name="l00271"></a><span class="lineno"> 271</span>  <span class="keywordflow">return</span> replacementLayer;</div> |
| <div class="line"><a name="l00272"></a><span class="lineno"> 272</span> }</div> |
| <div class="line"><a name="l00273"></a><span class="lineno"> 273</span>  </div> |
| <div class="line"><a name="l00274"></a><span class="lineno"> 274</span> <span class="comment">//</span></div> |
| <div class="line"><a name="l00275"></a><span class="lineno"> 275</span> <span class="comment">// If reduce layer has multiple axes, add new layer for each axis to simulate the same behaviour</span></div> |
| <div class="line"><a name="l00276"></a><span class="lineno"> 276</span> <span class="comment">// as currently only one axis is supported.</span></div> |
| <div class="line"><a name="l00277"></a><span class="lineno"> 277</span> <span class="comment">//</span></div> |
| <div class="line"><a name="l00278"></a><span class="lineno"> 278</span> <span class="keyword">template</span><<span class="keyword">typename</span> LayerType></div> |
| <div class="line"><a name="l00279"></a><span class="lineno"><a class="line" href="namespacearmnn.html#a189b5dedbf7a3cbcbe7760ac72c7b07d"> 279</a></span> std::vector<IConnectableLayer*> <a class="code" href="namespacearmnn.html#a189b5dedbf7a3cbcbe7760ac72c7b07d">ChainReduceLayers</a>(<a class="code" href="classarmnn_1_1_optimization_views.html">OptimizationViews</a>& optimizationViews,</div> |
| <div class="line"><a name="l00280"></a><span class="lineno"> 280</span>  <a class="code" href="namespacearmnn.html#a56943a0946e5f15e5e58054b8e7a04a4">LayerType</a>* baseLayer,</div> |
| <div class="line"><a name="l00281"></a><span class="lineno"> 281</span>  <a class="code" href="structarmnn_1_1_reduce_descriptor.html">ReduceDescriptor</a>& desc)</div> |
| <div class="line"><a name="l00282"></a><span class="lineno"> 282</span> {</div> |
| <div class="line"><a name="l00283"></a><span class="lineno"> 283</span>  <span class="comment">// Vector of new chained layers, used for substitution.</span></div> |
| <div class="line"><a name="l00284"></a><span class="lineno"> 284</span>  std::vector<IConnectableLayer*> layers;</div> |
| <div class="line"><a name="l00285"></a><span class="lineno"> 285</span>  </div> |
| <div class="line"><a name="l00286"></a><span class="lineno"> 286</span>  <span class="comment">// Vector of axes so each layer is reshaped correctly.</span></div> |
| <div class="line"><a name="l00287"></a><span class="lineno"> 287</span>  std::vector<uint32_t> axes;</div> |
| <div class="line"><a name="l00288"></a><span class="lineno"> 288</span>  <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> recalulatedAxis = 0;</div> |
| <div class="line"><a name="l00289"></a><span class="lineno"> 289</span>  </div> |
| <div class="line"><a name="l00290"></a><span class="lineno"> 290</span>  <span class="keywordflow">for</span> (<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> i = 0; i != desc.<a class="code" href="structarmnn_1_1_reduce_descriptor.html#aa1c6fc8c96404252f1072632fc5acb59">m_vAxis</a>.size(); ++i)</div> |
| <div class="line"><a name="l00291"></a><span class="lineno"> 291</span>  {</div> |
| <div class="line"><a name="l00292"></a><span class="lineno"> 292</span>  <span class="comment">// Get TensorInfo from base layer and reduce shape using axis.</span></div> |
| <div class="line"><a name="l00293"></a><span class="lineno"> 293</span>  <a class="code" href="classarmnn_1_1_tensor_info.html">TensorInfo</a> layerInfo = baseLayer->GetInputSlot(0).GetConnectedOutputSlot()->GetTensorInfo();</div> |
| <div class="line"><a name="l00294"></a><span class="lineno"> 294</span>  </div> |
| <div class="line"><a name="l00295"></a><span class="lineno"> 295</span>  axes.emplace_back(desc.<a class="code" href="structarmnn_1_1_reduce_descriptor.html#aa1c6fc8c96404252f1072632fc5acb59">m_vAxis</a>[i]);</div> |
| <div class="line"><a name="l00296"></a><span class="lineno"> 296</span>  </div> |
| <div class="line"><a name="l00297"></a><span class="lineno"> 297</span>  <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_tensor_info.html">TensorInfo</a>& reducedTensorInfo = <a class="code" href="namespacearmnn.html#a9d43aa01b882d8776ab9403eea3cf779">ComputeReductionTensorShape</a>(layerInfo,</div> |
| <div class="line"><a name="l00298"></a><span class="lineno"> 298</span>  axes,</div> |
| <div class="line"><a name="l00299"></a><span class="lineno"> 299</span>  desc.<a class="code" href="structarmnn_1_1_reduce_descriptor.html#a28e0548abfc4e79c48f29a3d11a062e9">m_KeepDims</a>);</div> |
| <div class="line"><a name="l00300"></a><span class="lineno"> 300</span>  </div> |
| <div class="line"><a name="l00301"></a><span class="lineno"> 301</span>  <span class="comment">// Create a vector for the single axis to be assigned to the descriptor.</span></div> |
| <div class="line"><a name="l00302"></a><span class="lineno"> 302</span>  <span class="comment">// Update axis if keepDims is set reduce layers correctly.</span></div> |
| <div class="line"><a name="l00303"></a><span class="lineno"> 303</span>  std::vector<uint32_t> singleAxis(1, desc.<a class="code" href="structarmnn_1_1_reduce_descriptor.html#aa1c6fc8c96404252f1072632fc5acb59">m_vAxis</a>[i] - recalulatedAxis);</div> |
| <div class="line"><a name="l00304"></a><span class="lineno"> 304</span>  </div> |
| <div class="line"><a name="l00305"></a><span class="lineno"> 305</span>  <span class="comment">// Create a descriptor and assign single axis.</span></div> |
| <div class="line"><a name="l00306"></a><span class="lineno"> 306</span>  <a class="code" href="structarmnn_1_1_reduce_descriptor.html">ReduceDescriptor</a> newReduceDescriptor = baseLayer->GetParameters();</div> |
| <div class="line"><a name="l00307"></a><span class="lineno"> 307</span>  newReduceDescriptor.<a class="code" href="structarmnn_1_1_reduce_descriptor.html#aa1c6fc8c96404252f1072632fc5acb59">m_vAxis</a>.assign(singleAxis.begin(), singleAxis.end());</div> |
| <div class="line"><a name="l00308"></a><span class="lineno"> 308</span>  </div> |
| <div class="line"><a name="l00309"></a><span class="lineno"> 309</span>  <span class="comment">// Add new layer to graph.</span></div> |
| <div class="line"><a name="l00310"></a><span class="lineno"> 310</span>  std::string layerName = <span class="stringliteral">"reduce_layer_"</span> + std::to_string(i);</div> |
| <div class="line"><a name="l00311"></a><span class="lineno"> 311</span>  </div> |
| <div class="line"><a name="l00312"></a><span class="lineno"> 312</span>  <a class="code" href="classarmnn_1_1_layer.html">Layer</a>* replacementLayer = PolymorphicDowncast<Layer*>(</div> |
| <div class="line"><a name="l00313"></a><span class="lineno"> 313</span>  optimizationViews.<a class="code" href="classarmnn_1_1_optimization_views.html#ad04187fe81f68558b15b6049b2da9cf9">GetINetwork</a>()-><a class="code" href="classarmnn_1_1_i_network.html#ae0cfae1ea51669892608a1a060d24fa0">AddReduceLayer</a>(newReduceDescriptor,</div> |
| <div class="line"><a name="l00314"></a><span class="lineno"> 314</span>  layerName.c_str()));</div> |
| <div class="line"><a name="l00315"></a><span class="lineno"> 315</span>  </div> |
| <div class="line"><a name="l00316"></a><span class="lineno"> 316</span>  <span class="comment">// Connect previous layer with new layer.</span></div> |
| <div class="line"><a name="l00317"></a><span class="lineno"> 317</span>  <span class="comment">// The first and last layer will be connected when the subgraph is replaced.</span></div> |
| <div class="line"><a name="l00318"></a><span class="lineno"> 318</span>  <span class="keywordflow">if</span> (!layers.empty())</div> |
| <div class="line"><a name="l00319"></a><span class="lineno"> 319</span>  {</div> |
| <div class="line"><a name="l00320"></a><span class="lineno"> 320</span>  layers[i - 1]->GetOutputSlot(0).Connect(replacementLayer-><a class="code" href="classarmnn_1_1_layer.html#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div> |
| <div class="line"><a name="l00321"></a><span class="lineno"> 321</span>  }</div> |
| <div class="line"><a name="l00322"></a><span class="lineno"> 322</span>  </div> |
| <div class="line"><a name="l00323"></a><span class="lineno"> 323</span>  <span class="comment">// Set updated tensorInfo for new layer.</span></div> |
| <div class="line"><a name="l00324"></a><span class="lineno"> 324</span>  replacementLayer-><a class="code" href="classarmnn_1_1_layer.html#a0e36688a43c35668d8db5257274c68fe">GetOutputSlot</a>(0).<a class="code" href="classarmnn_1_1_output_slot.html#a7e5c5771d741dd5473989047a9314728">SetTensorInfo</a>(reducedTensorInfo);</div> |
| <div class="line"><a name="l00325"></a><span class="lineno"> 325</span>  </div> |
| <div class="line"><a name="l00326"></a><span class="lineno"> 326</span>  <span class="keywordflow">if</span> (!desc.<a class="code" href="structarmnn_1_1_reduce_descriptor.html#a28e0548abfc4e79c48f29a3d11a062e9">m_KeepDims</a>)</div> |
| <div class="line"><a name="l00327"></a><span class="lineno"> 327</span>  {</div> |
| <div class="line"><a name="l00328"></a><span class="lineno"> 328</span>  recalulatedAxis++;</div> |
| <div class="line"><a name="l00329"></a><span class="lineno"> 329</span>  }</div> |
| <div class="line"><a name="l00330"></a><span class="lineno"> 330</span>  </div> |
| <div class="line"><a name="l00331"></a><span class="lineno"> 331</span>  layers.emplace_back(replacementLayer);</div> |
| <div class="line"><a name="l00332"></a><span class="lineno"> 332</span>  }</div> |
| <div class="line"><a name="l00333"></a><span class="lineno"> 333</span>  </div> |
| <div class="line"><a name="l00334"></a><span class="lineno"> 334</span>  <span class="comment">// Check if the TensorInfo from the last layer equals the inferred output from the original layer.</span></div> |
| <div class="line"><a name="l00335"></a><span class="lineno"> 335</span>  <a class="code" href="_assert_8hpp.html#a5698be69cbd5dfe6c28fcd9867e8cbed">ARMNN_ASSERT</a>(baseLayer->GetOutputSlot(0).GetTensorInfo() ==</div> |
| <div class="line"><a name="l00336"></a><span class="lineno"> 336</span>  PolymorphicDowncast<Layer*>(layers.back())->GetOutputSlot().GetTensorInfo());</div> |
| <div class="line"><a name="l00337"></a><span class="lineno"> 337</span>  </div> |
| <div class="line"><a name="l00338"></a><span class="lineno"> 338</span>  <span class="keywordflow">return</span> layers;</div> |
| <div class="line"><a name="l00339"></a><span class="lineno"> 339</span> }</div> |
| <div class="line"><a name="l00340"></a><span class="lineno"> 340</span>  </div> |
| <div class="line"><a name="l00341"></a><span class="lineno"> 341</span> <span class="comment">//</span></div> |
| <div class="line"><a name="l00342"></a><span class="lineno"> 342</span> <span class="comment">// Substitute baseLayer with new subgraph</span></div> |
| <div class="line"><a name="l00343"></a><span class="lineno"> 343</span> <span class="comment">//</span></div> |
| <div class="line"><a name="l00344"></a><span class="lineno"> 344</span> <span class="keyword">template</span><<span class="keyword">typename</span> LayerType></div> |
| <div class="line"><a name="l00345"></a><span class="lineno"><a class="line" href="namespacearmnn.html#abecdb9c231b9ced02bec27a1ca54184f"> 345</a></span> <span class="keywordtype">void</span> <a class="code" href="namespacearmnn.html#abecdb9c231b9ced02bec27a1ca54184f">ReplaceLayers</a>(<a class="code" href="classarmnn_1_1_optimization_views.html">OptimizationViews</a>& optimizationViews,</div> |
| <div class="line"><a name="l00346"></a><span class="lineno"> 346</span>  <a class="code" href="namespacearmnn.html#a56943a0946e5f15e5e58054b8e7a04a4">LayerType</a>* baseLayer,</div> |
| <div class="line"><a name="l00347"></a><span class="lineno"> 347</span>  std::vector<IConnectableLayer*>& layers)</div> |
| <div class="line"><a name="l00348"></a><span class="lineno"> 348</span> {</div> |
| <div class="line"><a name="l00349"></a><span class="lineno"> 349</span>  std::list<IConnectableLayer*> replacementLayers(layers.begin(), layers.end());</div> |
| <div class="line"><a name="l00350"></a><span class="lineno"> 350</span>  </div> |
| <div class="line"><a name="l00351"></a><span class="lineno"> 351</span>  <a class="code" href="classarmnn_1_1_subgraph_view.html">SubgraphView</a> substitutionSubgraph(baseLayer);</div> |
| <div class="line"><a name="l00352"></a><span class="lineno"> 352</span>  <a class="code" href="classarmnn_1_1_subgraph_view.html">SubgraphView</a> replacementSubgraph(std::move(replacementLayers),</div> |
| <div class="line"><a name="l00353"></a><span class="lineno"> 353</span>  CreateIInputsFrom({replacementLayers.front()}),</div> |
| <div class="line"><a name="l00354"></a><span class="lineno"> 354</span>  CreateIOutputsFrom({replacementLayers.back()}));</div> |
| <div class="line"><a name="l00355"></a><span class="lineno"> 355</span>  </div> |
| <div class="line"><a name="l00356"></a><span class="lineno"> 356</span>  optimizationViews.<a class="code" href="classarmnn_1_1_optimization_views.html#a57340147dcb1c0ae05fdf14ff7af8a01">AddSubstitution</a>({substitutionSubgraph, replacementSubgraph});</div> |
| <div class="line"><a name="l00357"></a><span class="lineno"> 357</span> }</div> |
| <div class="line"><a name="l00358"></a><span class="lineno"> 358</span>  </div> |
| <div class="line"><a name="l00359"></a><span class="lineno"> 359</span> <span class="comment">//</span></div> |
| <div class="line"><a name="l00360"></a><span class="lineno"> 360</span> <span class="comment">// Substitute a multi-layer subgraph with one new layer</span></div> |
| <div class="line"><a name="l00361"></a><span class="lineno"> 361</span> <span class="comment">//</span></div> |
| <div class="line"><a name="l00362"></a><span class="lineno"> 362</span> <span class="keyword">template</span><<span class="keyword">typename</span> LayerType></div> |
| <div class="line"><a name="l00363"></a><span class="lineno"><a class="line" href="namespacearmnn.html#af8b1723c2ceaf3aca2deddbf9b0e3e44"> 363</a></span> <span class="keywordtype">void</span> <a class="code" href="namespacearmnn.html#af8b1723c2ceaf3aca2deddbf9b0e3e44">ReplaceMultipleLayers</a>(<a class="code" href="classarmnn_1_1_optimization_views.html">OptimizationViews</a>& optimizationViews,</div> |
| <div class="line"><a name="l00364"></a><span class="lineno"> 364</span>  std::vector<IConnectableLayer*>& originalLayers,</div> |
| <div class="line"><a name="l00365"></a><span class="lineno"> 365</span>  <a class="code" href="namespacearmnn.html#a56943a0946e5f15e5e58054b8e7a04a4">LayerType</a>* baseLayer,</div> |
| <div class="line"><a name="l00366"></a><span class="lineno"> 366</span>  <span class="keyword">const</span> std::vector<SlotList> inputLayersSlotLists,</div> |
| <div class="line"><a name="l00367"></a><span class="lineno"> 367</span>  <span class="keyword">const</span> std::vector<SlotList> outputLayersSlotLists)</div> |
| <div class="line"><a name="l00368"></a><span class="lineno"> 368</span> {</div> |
| <div class="line"><a name="l00369"></a><span class="lineno"> 369</span>  std::list<IConnectableLayer*> originalLayerList(originalLayers.begin(), originalLayers.end());</div> |
| <div class="line"><a name="l00370"></a><span class="lineno"> 370</span>  </div> |
| <div class="line"><a name="l00371"></a><span class="lineno"> 371</span>  <a class="code" href="classarmnn_1_1_subgraph_view.html">SubgraphView</a> substitutionSubgraph(</div> |
| <div class="line"><a name="l00372"></a><span class="lineno"> 372</span>  std::move(originalLayerList),</div> |
| <div class="line"><a name="l00373"></a><span class="lineno"> 373</span>  CreateIInputsFromSlotLists<armnn::IConnectableLayer>(originalLayers, inputLayersSlotLists),</div> |
| <div class="line"><a name="l00374"></a><span class="lineno"> 374</span>  CreateIOutputsFromSlotLists<armnn::IConnectableLayer>(originalLayers, outputLayersSlotLists));</div> |
| <div class="line"><a name="l00375"></a><span class="lineno"> 375</span>  <a class="code" href="classarmnn_1_1_subgraph_view.html">SubgraphView</a> replacementSubgraph(baseLayer);</div> |
| <div class="line"><a name="l00376"></a><span class="lineno"> 376</span>  </div> |
| <div class="line"><a name="l00377"></a><span class="lineno"> 377</span>  optimizationViews.<a class="code" href="classarmnn_1_1_optimization_views.html#a57340147dcb1c0ae05fdf14ff7af8a01">AddSubstitution</a>({substitutionSubgraph, replacementSubgraph});</div> |
| <div class="line"><a name="l00378"></a><span class="lineno"> 378</span> }</div> |
| <div class="line"><a name="l00379"></a><span class="lineno"> 379</span>  </div> |
| <div class="line"><a name="l00380"></a><span class="lineno"> 380</span> } <span class="comment">// namespace armnn</span></div> |
| </div><!-- fragment --></div><!-- contents --> |
| </div><!-- doc-content --> |
| <div class="ttc" id="a_assert_8hpp_html_a5698be69cbd5dfe6c28fcd9867e8cbed"><div class="ttname"><a href="_assert_8hpp.html#a5698be69cbd5dfe6c28fcd9867e8cbed">ARMNN_ASSERT</a></div><div class="ttdeci">#define ARMNN_ASSERT(COND)</div><div class="ttdef"><b>Definition:</b> <a href="_assert_8hpp_source.html#l00014">Assert.hpp:14</a></div></div> |
| <div class="ttc" id="anamespacearmnn_html_a189b5dedbf7a3cbcbe7760ac72c7b07d"><div class="ttname"><a href="namespacearmnn.html#a189b5dedbf7a3cbcbe7760ac72c7b07d">armnn::ChainReduceLayers</a></div><div class="ttdeci">std::vector< IConnectableLayer * > ChainReduceLayers(OptimizationViews &optimizationViews, LayerType *baseLayer, ReduceDescriptor &desc)</div><div class="ttdef"><b>Definition:</b> <a href="_arm_compute_subgraph_utils_8hpp_source.html#l00279">ArmComputeSubgraphUtils.hpp:279</a></div></div> |
| <div class="ttc" id="astructarmnn_1_1_activation_descriptor_html"><div class="ttname"><a href="structarmnn_1_1_activation_descriptor.html">armnn::ActivationDescriptor</a></div><div class="ttdoc">An ActivationDescriptor for the ActivationLayer.</div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.html#l00036">Descriptors.hpp:36</a></div></div> |
| <div class="ttc" id="aclassarmnn_1_1_i_network_html_ae0cfae1ea51669892608a1a060d24fa0"><div class="ttname"><a href="classarmnn_1_1_i_network.html#ae0cfae1ea51669892608a1a060d24fa0">armnn::INetwork::AddReduceLayer</a></div><div class="ttdeci">IConnectableLayer * AddReduceLayer(const ReduceDescriptor &reduceDescriptor, const char *name=nullptr)</div><div class="ttdoc">Adds a reduce layer to the network.</div><div class="ttdef"><b>Definition:</b> <a href="_network_8cpp_source.html#l00444">Network.cpp:444</a></div></div> |
| <div class="ttc" id="anamespacearmnn_html_ae795a54643adfeb37ac95dee68807856"><div class="ttname"><a href="namespacearmnn.html#ae795a54643adfeb37ac95dee68807856">armnn::FuseDepthwiseConvolution2dLayer</a></div><div class="ttdeci">LayerType * FuseDepthwiseConvolution2dLayer(OptimizationViews &optimizationViews, LayerType *baseLayer, ActivationLayer *activationLayer, ActivationDescriptor &activationDesc, std::string name)</div><div class="ttdef"><b>Definition:</b> <a href="_arm_compute_subgraph_utils_8hpp_source.html#l00231">ArmComputeSubgraphUtils.hpp:231</a></div></div> |
| <div class="ttc" id="aclassarmnn_1_1_i_network_html_a39f1b38d89c4de186742eafcbb3b1319"><div class="ttname"><a href="classarmnn_1_1_i_network.html#a39f1b38d89c4de186742eafcbb3b1319">armnn::INetwork::AddAdditionLayer</a></div><div class="ttdeci">IConnectableLayer * AddAdditionLayer(const char *name=nullptr)</div><div class="ttdoc">Adds an addition layer to the network.</div><div class="ttdef"><b>Definition:</b> <a href="_network_8cpp_source.html#l00409">Network.cpp:409</a></div></div> |
| <div class="ttc" id="aclassarmnn_1_1_output_slot_html_a7e5c5771d741dd5473989047a9314728"><div class="ttname"><a href="classarmnn_1_1_output_slot.html#a7e5c5771d741dd5473989047a9314728">armnn::OutputSlot::SetTensorInfo</a></div><div class="ttdeci">void SetTensorInfo(const TensorInfo &tensorInfo) override</div><div class="ttdef"><b>Definition:</b> <a href="_layer_8cpp_source.html#l00087">Layer.cpp:87</a></div></div> |
| <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> |
| <div class="ttc" id="aclassarmnn_1_1_i_network_html_a471991a84030eb3ae601da2bee757870"><div class="ttname"><a href="classarmnn_1_1_i_network.html#a471991a84030eb3ae601da2bee757870">armnn::INetwork::AddFullyConnectedLayer</a></div><div class="ttdeci">IConnectableLayer * AddFullyConnectedLayer(const FullyConnectedDescriptor &fullyConnectedDescriptor, const char *name=nullptr)</div><div class="ttdoc">Adds a fully connected layer to the network.</div><div class="ttdef"><b>Definition:</b> <a href="_network_8cpp_source.html#l00332">Network.cpp:332</a></div></div> |
| <div class="ttc" id="anamespacearmnn_html_afdb0a1b1703203354451e78e2fc43f3f"><div class="ttname"><a href="namespacearmnn.html#afdb0a1b1703203354451e78e2fc43f3f">armnn::FuseConvolution2dLayer</a></div><div class="ttdeci">LayerType * FuseConvolution2dLayer(OptimizationViews &optimizationViews, LayerType *baseLayer, ActivationLayer *activationLayer, ActivationDescriptor &activationDesc, std::string name)</div><div class="ttdef"><b>Definition:</b> <a href="_arm_compute_subgraph_utils_8hpp_source.html#l00209">ArmComputeSubgraphUtils.hpp:209</a></div></div> |
| <div class="ttc" id="aclassarmnn_1_1_layer_html_a0e36688a43c35668d8db5257274c68fe"><div class="ttname"><a href="classarmnn_1_1_layer.html#a0e36688a43c35668d8db5257274c68fe">armnn::Layer::GetOutputSlot</a></div><div class="ttdeci">const OutputSlot & GetOutputSlot(unsigned int index=0) const override</div><div class="ttdoc">Get the const output slot handle by slot index.</div><div class="ttdef"><b>Definition:</b> <a href="_layer_8hpp_source.html#l00339">Layer.hpp:339</a></div></div> |
| <div class="ttc" id="a_deprecated_8hpp_html_ab66a241a0ed3ee89c866e777b035d0ed"><div class="ttname"><a href="_deprecated_8hpp.html#ab66a241a0ed3ee89c866e777b035d0ed">ARMNN_NO_DEPRECATE_WARN_BEGIN</a></div><div class="ttdeci">#define ARMNN_NO_DEPRECATE_WARN_BEGIN</div><div class="ttdef"><b>Definition:</b> <a href="_deprecated_8hpp_source.html#l00033">Deprecated.hpp:33</a></div></div> |
| <div class="ttc" id="anamespacearmnn_html_abecdb9c231b9ced02bec27a1ca54184f"><div class="ttname"><a href="namespacearmnn.html#abecdb9c231b9ced02bec27a1ca54184f">armnn::ReplaceLayers</a></div><div class="ttdeci">void ReplaceLayers(OptimizationViews &optimizationViews, LayerType *baseLayer, std::vector< IConnectableLayer * > &layers)</div><div class="ttdef"><b>Definition:</b> <a href="_arm_compute_subgraph_utils_8hpp_source.html#l00345">ArmComputeSubgraphUtils.hpp:345</a></div></div> |
| <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> |
| <div class="ttc" id="a_optimization_views_8hpp_html"><div class="ttname"><a href="_optimization_views_8hpp.html">OptimizationViews.hpp</a></div></div> |
| <div class="ttc" id="anamespacearmnn_html_a13f537c12c25c936c152ccca78d902dd"><div class="ttname"><a href="namespacearmnn.html#a13f537c12c25c936c152ccca78d902dd">armnn::FuseAdditionLayer</a></div><div class="ttdeci">LayerType * FuseAdditionLayer(OptimizationViews &optimizationViews, LayerType *baseLayer, ActivationLayer *activationLayer, ActivationDescriptor &activationDesc, std::string name)</div><div class="ttdef"><b>Definition:</b> <a href="_arm_compute_subgraph_utils_8hpp_source.html#l00074">ArmComputeSubgraphUtils.hpp:74</a></div></div> |
| <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> |
| <div class="ttc" id="a_assert_8hpp_html"><div class="ttname"><a href="_assert_8hpp.html">Assert.hpp</a></div></div> |
| <div class="ttc" id="anamespacearmnn_html_af06b26928a460f9fcdef0327f448a34c"><div class="ttname"><a href="namespacearmnn.html#af06b26928a460f9fcdef0327f448a34c">armnn::FuseMultiplicationLayer</a></div><div class="ttdeci">LayerType * FuseMultiplicationLayer(OptimizationViews &optimizationViews, LayerType *baseLayer, ActivationLayer *activationLayer, ActivationDescriptor &activationDesc, std::string name)</div><div class="ttdef"><b>Definition:</b> <a href="_arm_compute_subgraph_utils_8hpp_source.html#l00137">ArmComputeSubgraphUtils.hpp:137</a></div></div> |
| <div class="ttc" id="aclassarmnn_1_1_i_network_html_a8f798e19187ac7ae6ae6153ee64ab645"><div class="ttname"><a href="classarmnn_1_1_i_network.html#a8f798e19187ac7ae6ae6153ee64ab645">armnn::INetwork::AddBatchNormalizationLayer</a></div><div class="ttdeci">IConnectableLayer * AddBatchNormalizationLayer(const BatchNormalizationDescriptor &desc, const ConstTensor &mean, const ConstTensor &variance, const ConstTensor &beta, const ConstTensor &gamma, const char *name=nullptr)</div><div class="ttdoc">Adds a batch normalization layer to the network.</div><div class="ttdef"><b>Definition:</b> <a href="_network_8cpp_source.html#l00423">Network.cpp:423</a></div></div> |
| <div class="ttc" id="anamespacearmnn_html_aa4a4b141867313cddb82c96800db343e"><div class="ttname"><a href="namespacearmnn.html#aa4a4b141867313cddb82c96800db343e">armnn::FuseBatchNormalizationLayer</a></div><div class="ttdeci">LayerType * FuseBatchNormalizationLayer(OptimizationViews &optimizationViews, LayerType *baseLayer, ActivationLayer *activationLayer, ActivationDescriptor &activationDesc, std::string name)</div><div class="ttdef"><b>Definition:</b> <a href="_arm_compute_subgraph_utils_8hpp_source.html#l00179">ArmComputeSubgraphUtils.hpp:179</a></div></div> |
| <div class="ttc" id="aclassarmnn_1_1_i_network_html_a383e74ef080d4a81b8b371be4b840248"><div class="ttname"><a href="classarmnn_1_1_i_network.html#a383e74ef080d4a81b8b371be4b840248">armnn::INetwork::AddConvolution2dLayer</a></div><div class="ttdeci">IConnectableLayer * AddConvolution2dLayer(const Convolution2dDescriptor &convolution2dDescriptor, const char *name=nullptr)</div><div class="ttdoc">Adds a 2D convolution layer to the network.</div><div class="ttdef"><b>Definition:</b> <a href="_network_8cpp_source.html#l00272">Network.cpp:272</a></div></div> |
| <div class="ttc" id="anamespacearmnn_html_a90f36a629081255b526ac433fcedf8ba"><div class="ttname"><a href="namespacearmnn.html#a90f36a629081255b526ac433fcedf8ba">armnn::FuseDivisionLayer</a></div><div class="ttdeci">LayerType * FuseDivisionLayer(OptimizationViews &optimizationViews, LayerType *baseLayer, ActivationLayer *activationLayer, ActivationDescriptor &activationDesc, std::string name)</div><div class="ttdef"><b>Definition:</b> <a href="_arm_compute_subgraph_utils_8hpp_source.html#l00116">ArmComputeSubgraphUtils.hpp:116</a></div></div> |
| <div class="ttc" id="aclassarmnn_1_1_subgraph_view_html"><div class="ttname"><a href="classarmnn_1_1_subgraph_view.html">armnn::SubgraphView</a></div><div class="ttdoc">The SubgraphView class represents a subgraph of a Graph.</div><div class="ttdef"><b>Definition:</b> <a href="_subgraph_view_8hpp_source.html#l00031">SubgraphView.hpp:31</a></div></div> |
| <div class="ttc" id="aclassarmnn_1_1_optimization_views_html"><div class="ttname"><a href="classarmnn_1_1_optimization_views.html">armnn::OptimizationViews</a></div><div class="ttdef"><b>Definition:</b> <a href="_optimization_views_8hpp_source.html#l00017">OptimizationViews.hpp:17</a></div></div> |
| <div class="ttc" id="aclassarmnn_1_1_i_network_html_a0aeb4e528cf6ba4b7caca14a94fbcafe"><div class="ttname"><a href="classarmnn_1_1_i_network.html#a0aeb4e528cf6ba4b7caca14a94fbcafe">armnn::INetwork::AddDivisionLayer</a></div><div class="ttdeci">IConnectableLayer * AddDivisionLayer(const char *name=nullptr)</div><div class="ttdoc">Adds a division layer to the network.</div><div class="ttdef"><b>Definition:</b> <a href="_network_8cpp_source.html#l00508">Network.cpp:508</a></div></div> |
| <div class="ttc" id="a_arm_compute_utils_8hpp_html"><div class="ttname"><a href="_arm_compute_utils_8hpp.html">ArmComputeUtils.hpp</a></div></div> |
| <div class="ttc" id="anamespacearmnn_html_ad2021f80998e436e27de7b7eeec67d54"><div class="ttname"><a href="namespacearmnn.html#ad2021f80998e436e27de7b7eeec67d54">armnn::FuseFullyConnectedLayer</a></div><div class="ttdeci">LayerType * FuseFullyConnectedLayer(OptimizationViews &optimizationViews, LayerType *baseLayer, ActivationLayer *activationLayer, ActivationDescriptor &activationDesc, std::string name)</div><div class="ttdef"><b>Definition:</b> <a href="_arm_compute_subgraph_utils_8hpp_source.html#l00253">ArmComputeSubgraphUtils.hpp:253</a></div></div> |
| <div class="ttc" id="aclassarmnn_1_1_optimization_views_html_a57340147dcb1c0ae05fdf14ff7af8a01"><div class="ttname"><a href="classarmnn_1_1_optimization_views.html#a57340147dcb1c0ae05fdf14ff7af8a01">armnn::OptimizationViews::AddSubstitution</a></div><div class="ttdeci">void AddSubstitution(SubstitutionPair &&substitution)</div><div class="ttdef"><b>Definition:</b> <a href="_optimization_views_8hpp_source.html#l00038">OptimizationViews.hpp:38</a></div></div> |
| <div class="ttc" id="anamespacearmnn_html_a6a28e34d999aac5a0149d35b02a3cfe5"><div class="ttname"><a href="namespacearmnn.html#a6a28e34d999aac5a0149d35b02a3cfe5">armnn::FuseElementwiseBinaryLayer</a></div><div class="ttdeci">LayerType * FuseElementwiseBinaryLayer(OptimizationViews &optimizationViews, LayerType *baseLayer, ActivationLayer *activationLayer, ActivationDescriptor &activationDesc, BinaryOperation operation, std::string name)</div><div class="ttdef"><b>Definition:</b> <a href="_arm_compute_subgraph_utils_8hpp_source.html#l00158">ArmComputeSubgraphUtils.hpp:158</a></div></div> |
| <div class="ttc" id="aclassarmnn_1_1_i_network_html_aab976306ba3424cbc0c7ea33417d718d"><div class="ttname"><a href="classarmnn_1_1_i_network.html#aab976306ba3424cbc0c7ea33417d718d">armnn::INetwork::AddElementwiseBinaryLayer</a></div><div class="ttdeci">IConnectableLayer * AddElementwiseBinaryLayer(const ElementwiseBinaryDescriptor &elementwiseBinaryDescriptor, const char *name=nullptr)</div><div class="ttdoc">Add an ElementwiseBinary layer to the network.</div><div class="ttdef"><b>Definition:</b> <a href="_network_8cpp_source.html#l00314">Network.cpp:314</a></div></div> |
| <div class="ttc" id="astructarmnn_1_1_reduce_descriptor_html_a28e0548abfc4e79c48f29a3d11a062e9"><div class="ttname"><a href="structarmnn_1_1_reduce_descriptor.html#a28e0548abfc4e79c48f29a3d11a062e9">armnn::ReduceDescriptor::m_KeepDims</a></div><div class="ttdeci">bool m_KeepDims</div><div class="ttdoc">if true then output shape has no change.</div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.html#l01554">Descriptors.hpp:1554</a></div></div> |
| <div class="ttc" id="aclassarmnn_1_1_i_network_html_af13795cdf49e63d8bc3cb409592cdb9d"><div class="ttname"><a href="classarmnn_1_1_i_network.html#af13795cdf49e63d8bc3cb409592cdb9d">armnn::INetwork::AddSubtractionLayer</a></div><div class="ttdeci">IConnectableLayer * AddSubtractionLayer(const char *name=nullptr)</div><div class="ttdoc">Adds a subtraction layer to the network.</div><div class="ttdef"><b>Definition:</b> <a href="_network_8cpp_source.html#l00515">Network.cpp:515</a></div></div> |
| <div class="ttc" id="anamespacearmnn_html_ac4f8557279754ed7b3f749d55b0e3047"><div class="ttname"><a href="namespacearmnn.html#ac4f8557279754ed7b3f749d55b0e3047">armnn::BinaryOperation</a></div><div class="ttdeci">BinaryOperation</div><div class="ttdef"><b>Definition:</b> <a href="_types_8hpp_source.html#l00138">Types.hpp:138</a></div></div> |
| <div class="ttc" id="aclassarmnn_1_1_activation_layer_html"><div class="ttname"><a href="classarmnn_1_1_activation_layer.html">armnn::ActivationLayer</a></div><div class="ttdoc">This layer represents an activation operation with the specified activation function.</div><div class="ttdef"><b>Definition:</b> <a href="_activation_layer_8hpp_source.html#l00012">ActivationLayer.hpp:12</a></div></div> |
| <div class="ttc" id="a_deprecated_8hpp_html_ad762b11b48e5c1d1c1743f529485728a"><div class="ttname"><a href="_deprecated_8hpp.html#ad762b11b48e5c1d1c1743f529485728a">ARMNN_NO_DEPRECATE_WARN_END</a></div><div class="ttdeci">#define ARMNN_NO_DEPRECATE_WARN_END</div><div class="ttdef"><b>Definition:</b> <a href="_deprecated_8hpp_source.html#l00034">Deprecated.hpp:34</a></div></div> |
| <div class="ttc" id="aclassarmnn_1_1_i_network_html_ac6771c8752811fcfa91b3f0dee748144"><div class="ttname"><a href="classarmnn_1_1_i_network.html#ac6771c8752811fcfa91b3f0dee748144">armnn::INetwork::AddDepthwiseConvolution2dLayer</a></div><div class="ttdeci">IConnectableLayer * AddDepthwiseConvolution2dLayer(const DepthwiseConvolution2dDescriptor &convolution2dDescriptor, const char *name=nullptr)</div><div class="ttdoc">Adds a 2D depthwise convolution layer to the network.</div><div class="ttdef"><b>Definition:</b> <a href="_network_8cpp_source.html#l00292">Network.cpp:292</a></div></div> |
| <div class="ttc" id="astructarmnn_1_1_reduce_descriptor_html_aa1c6fc8c96404252f1072632fc5acb59"><div class="ttname"><a href="structarmnn_1_1_reduce_descriptor.html#aa1c6fc8c96404252f1072632fc5acb59">armnn::ReduceDescriptor::m_vAxis</a></div><div class="ttdeci">std::vector< uint32_t > m_vAxis</div><div class="ttdoc">The indices of the dimensions to reduce.</div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.html#l01556">Descriptors.hpp:1556</a></div></div> |
| <div class="ttc" id="anamespacearmnn_html_aeda4132cdab76b98c860690c80fdb7bd"><div class="ttname"><a href="namespacearmnn.html#aeda4132cdab76b98c860690c80fdb7bd">armnn::FuseSubtractionLayer</a></div><div class="ttdeci">LayerType * FuseSubtractionLayer(OptimizationViews &optimizationViews, LayerType *baseLayer, ActivationLayer *activationLayer, ActivationDescriptor &activationDesc, std::string name)</div><div class="ttdef"><b>Definition:</b> <a href="_arm_compute_subgraph_utils_8hpp_source.html#l00095">ArmComputeSubgraphUtils.hpp:95</a></div></div> |
| <div class="ttc" id="anamespacearmnn_html_ad44c007f21af2d0375e3ef9400a1b275"><div class="ttname"><a href="namespacearmnn.html#ad44c007f21af2d0375e3ef9400a1b275">armnn::IsQuantizedType</a></div><div class="ttdeci">constexpr bool IsQuantizedType()</div><div class="ttdef"><b>Definition:</b> <a href="_types_utils_8hpp_source.html#l00311">TypesUtils.hpp:311</a></div></div> |
| <div class="ttc" id="anamespacearmnn_html"><div class="ttname"><a href="namespacearmnn.html">armnn</a></div><div class="ttdoc">Copyright (c) 2021 ARM Limited and Contributors.</div><div class="ttdef"><b>Definition:</b> <a href="01__00__quick__start_8dox_source.html#l00006">01_00_quick_start.dox:6</a></div></div> |
| <div class="ttc" id="aclassarmnn_1_1_optimization_views_html_ad04187fe81f68558b15b6049b2da9cf9"><div class="ttname"><a href="classarmnn_1_1_optimization_views.html#ad04187fe81f68558b15b6049b2da9cf9">armnn::OptimizationViews::GetINetwork</a></div><div class="ttdeci">INetwork * GetINetwork()</div><div class="ttdef"><b>Definition:</b> <a href="_optimization_views_8hpp_source.html#l00069">OptimizationViews.hpp:69</a></div></div> |
| <div class="ttc" id="aclassarmnn_1_1_i_network_html_abb59f6ba9988dae88e0f48e68d87fc32"><div class="ttname"><a href="classarmnn_1_1_i_network.html#abb59f6ba9988dae88e0f48e68d87fc32">armnn::INetwork::AddMultiplicationLayer</a></div><div class="ttdeci">IConnectableLayer * AddMultiplicationLayer(const char *name=nullptr)</div><div class="ttdoc">Adds a multiplication layer to the network.</div><div class="ttdef"><b>Definition:</b> <a href="_network_8cpp_source.html#l00416">Network.cpp:416</a></div></div> |
| <div class="ttc" id="aclassarmnn_1_1_const_tensor_html"><div class="ttname"><a href="classarmnn_1_1_const_tensor.html">armnn::ConstTensor</a></div><div class="ttdoc">A tensor defined by a TensorInfo (shape and data type) and an immutable backing store.</div><div class="ttdef"><b>Definition:</b> <a href="_tensor_8hpp_source.html#l00329">Tensor.hpp:329</a></div></div> |
| <div class="ttc" id="anamespacearmnn_html_a9d43aa01b882d8776ab9403eea3cf779"><div class="ttname"><a href="namespacearmnn.html#a9d43aa01b882d8776ab9403eea3cf779">armnn::ComputeReductionTensorShape</a></div><div class="ttdeci">const TensorInfo ComputeReductionTensorShape(const armnn::TensorInfo &input, const std::vector< uint32_t > &vAxis, const bool keepDims)</div><div class="ttdoc">Function to compute the output tensor shape based on the axes and if keepDims is set.</div><div class="ttdef"><b>Definition:</b> <a href="_arm_compute_utils_8hpp_source.html#l00347">ArmComputeUtils.hpp:347</a></div></div> |
| <div class="ttc" id="aclassarmnn_1_1_i_connectable_layer_html"><div class="ttname"><a href="classarmnn_1_1_i_connectable_layer.html">armnn::IConnectableLayer</a></div><div class="ttdoc">Interface for a layer that is connectable to other layers via InputSlots and OutputSlots.</div><div class="ttdef"><b>Definition:</b> <a href="_i_network_8hpp_source.html#l00080">INetwork.hpp:80</a></div></div> |
| <div class="ttc" id="anamespacearmnn_html_a7e4811ef91f499424bca36e98a2fbd96"><div class="ttname"><a href="namespacearmnn.html#a7e4811ef91f499424bca36e98a2fbd96">armnn::FuseLayer</a></div><div class="ttdeci">LayerType * FuseLayer(OptimizationViews &optimizationViews, LayerType *baseLayer, LayerType *replacementLayer, ActivationLayer *activationLayer, ActivationDescriptor &activationDesc)</div><div class="ttdef"><b>Definition:</b> <a href="_arm_compute_subgraph_utils_8hpp_source.html#l00054">ArmComputeSubgraphUtils.hpp:54</a></div></div> |
| <div class="ttc" id="astructarmnn_1_1_reduce_descriptor_html"><div class="ttname"><a href="structarmnn_1_1_reduce_descriptor.html">armnn::ReduceDescriptor</a></div><div class="ttdoc">A ReduceDescriptor for the REDUCE operators.</div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.html#l01538">Descriptors.hpp:1538</a></div></div> |
| <div class="ttc" id="a_subgraph_utils_8hpp_html"><div class="ttname"><a href="_subgraph_utils_8hpp.html">SubgraphUtils.hpp</a></div></div> |
| <div class="ttc" id="anamespacearmnn_html_a56943a0946e5f15e5e58054b8e7a04a4"><div class="ttname"><a href="namespacearmnn.html#a56943a0946e5f15e5e58054b8e7a04a4">armnn::LayerType</a></div><div class="ttdeci">LayerType</div><div class="ttdoc">When adding a new layer, adapt also the LastLayer enum value in the enum class LayerType below.</div><div class="ttdef"><b>Definition:</b> <a href="_types_8hpp_source.html#l00491">Types.hpp:491</a></div></div> |
| <div class="ttc" id="anamespacearmnn_html_af8b1723c2ceaf3aca2deddbf9b0e3e44"><div class="ttname"><a href="namespacearmnn.html#af8b1723c2ceaf3aca2deddbf9b0e3e44">armnn::ReplaceMultipleLayers</a></div><div class="ttdeci">void ReplaceMultipleLayers(OptimizationViews &optimizationViews, std::vector< IConnectableLayer * > &originalLayers, LayerType *baseLayer, const std::vector< SlotList > inputLayersSlotLists, const std::vector< SlotList > outputLayersSlotLists)</div><div class="ttdef"><b>Definition:</b> <a href="_arm_compute_subgraph_utils_8hpp_source.html#l00363">ArmComputeSubgraphUtils.hpp:363</a></div></div> |
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