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authorNikhil Raj <nikhil.raj@arm.com>2022-06-17 13:24:58 +0100
committerNikhil Raj <nikhil.raj@arm.com>2022-06-17 13:24:58 +0100
commitd5d43d82c0137e08553e44345c609cdd1a7931c7 (patch)
treef1509f7fa94db0373a2c127682dd3d0ccc1915bd /22.05.01/_optimization_views_tests_8cpp_source.xhtml
parent549b9600a6eaf0727fa084465a75f173edf8f381 (diff)
downloadarmnn-d5d43d82c0137e08553e44345c609cdd1a7931c7.tar.gz
Update Doxygen for 22.05 patch release
* Pooling3D added to tfLite delegate * Available in tag 22.05.01 Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: I8d605bba4e87d30baa2c6d7b338c78a4400dc021
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+<a href="_optimization_views_tests_8cpp.xhtml">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span>&#160;<span class="comment">//</span></div><div class="line"><a name="l00002"></a><span class="lineno"> 2</span>&#160;<span class="comment">// Copyright © 2017 Arm Ltd. All rights reserved.</span></div><div class="line"><a name="l00003"></a><span class="lineno"> 3</span>&#160;<span class="comment">// SPDX-License-Identifier: MIT</span></div><div class="line"><a name="l00004"></a><span class="lineno"> 4</span>&#160;<span class="comment">//</span></div><div class="line"><a name="l00005"></a><span class="lineno"> 5</span>&#160;</div><div class="line"><a name="l00006"></a><span class="lineno"> 6</span>&#160;</div><div class="line"><a name="l00007"></a><span class="lineno"> 7</span>&#160;<span class="preprocessor">#include &lt;<a class="code" href="backends_2backends_common_2test_2_common_test_utils_8hpp.xhtml">CommonTestUtils.hpp</a>&gt;</span></div><div class="line"><a name="l00008"></a><span class="lineno"> 8</span>&#160;</div><div class="line"><a name="l00009"></a><span class="lineno"> 9</span>&#160;<span class="preprocessor">#include &lt;<a class="code" href="_graph_8hpp.xhtml">Graph.hpp</a>&gt;</span></div><div class="line"><a name="l00010"></a><span class="lineno"> 10</span>&#160;<span class="preprocessor">#include &lt;<a class="code" href="_network_8hpp.xhtml">Network.hpp</a>&gt;</span></div><div class="line"><a name="l00011"></a><span class="lineno"> 11</span>&#160;<span class="preprocessor">#include &lt;<a class="code" href="_subgraph_view_selector_8hpp.xhtml">SubgraphViewSelector.hpp</a>&gt;</span></div><div class="line"><a name="l00012"></a><span class="lineno"> 12</span>&#160;</div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span>&#160;<span class="preprocessor">#include &lt;<a class="code" href="include_2armnn_2backends_2_optimization_views_8hpp.xhtml">armnn/backends/OptimizationViews.hpp</a>&gt;</span></div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span>&#160;<span class="preprocessor">#include &lt;<a class="code" href="include_2armnn_2backends_2_subgraph_view_8hpp.xhtml">armnn/backends/SubgraphView.hpp</a>&gt;</span></div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span>&#160;<span class="preprocessor">#include &lt;<a class="code" href="_polymorphic_downcast_8hpp.xhtml">armnn/utility/PolymorphicDowncast.hpp</a>&gt;</span></div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span>&#160;<span class="preprocessor">#include &lt;<a class="code" href="_mock_backend_8hpp.xhtml">armnnTestUtils/MockBackend.hpp</a>&gt;</span></div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span>&#160;</div><div class="line"><a name="l00018"></a><span class="lineno"> 18</span>&#160;<span class="preprocessor">#include &lt;doctest/doctest.h&gt;</span></div><div class="line"><a name="l00019"></a><span class="lineno"> 19</span>&#160;</div><div class="line"><a name="l00020"></a><span class="lineno"> 20</span>&#160;<span class="keyword">using namespace </span><a class="code" href="namespacearmnn.xhtml">armnn</a>;</div><div class="line"><a name="l00021"></a><span class="lineno"> 21</span>&#160;</div><div class="line"><a name="l00022"></a><span class="lineno"><a class="line" href="_optimization_views_tests_8cpp.xhtml#a6c81e7ec0af6eeda194d2bd8cd40eccf"> 22</a></span>&#160;<span class="keywordtype">void</span> <a class="code" href="_optimization_views_tests_8cpp.xhtml#a6c81e7ec0af6eeda194d2bd8cd40eccf">CheckLayers</a>(<a class="code" href="classarmnn_1_1_graph.xhtml">Graph</a>&amp; graph)</div><div class="line"><a name="l00023"></a><span class="lineno"> 23</span>&#160;{</div><div class="line"><a name="l00024"></a><span class="lineno"> 24</span>&#160; <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> m_inputLayerCount = 0, m_outputLayerCount = 0, m_addLayerCount = 0;</div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span>&#160; <span class="keywordflow">for</span>(<span class="keyword">auto</span> layer : graph)</div><div class="line"><a name="l00026"></a><span class="lineno"> 26</span>&#160; {</div><div class="line"><a name="l00027"></a><span class="lineno"> 27</span>&#160; <span class="keywordflow">switch</span>(layer-&gt;GetType())</div><div class="line"><a name="l00028"></a><span class="lineno"> 28</span>&#160; {</div><div class="line"><a name="l00029"></a><span class="lineno"> 29</span>&#160; <span class="keywordflow">case</span> <a class="code" href="namespacearmnn.xhtml#a56943a0946e5f15e5e58054b8e7a04a4a324118a6721dd6b8a9b9f4e327df2bf5">LayerType::Input</a>:</div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span>&#160; ++m_inputLayerCount;</div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span>&#160; CHECK((layer-&gt;GetName() == std::string(<span class="stringliteral">&quot;inLayer0&quot;</span>) ||</div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span>&#160; layer-&gt;GetName() == std::string(<span class="stringliteral">&quot;inLayer1&quot;</span>)));</div><div class="line"><a name="l00033"></a><span class="lineno"> 33</span>&#160; <span class="keywordflow">break</span>;</div><div class="line"><a name="l00034"></a><span class="lineno"> 34</span>&#160; <span class="comment">// The Addition layer should become a PreCompiled Layer after Optimisation</span></div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span>&#160; <span class="keywordflow">case</span> <a class="code" href="namespacearmnn.xhtml#a56943a0946e5f15e5e58054b8e7a04a4a1ba143ebe524d46181a4b53470693278">LayerType::PreCompiled</a>:</div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span>&#160; ++m_addLayerCount;</div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span>&#160; CHECK(std::string(layer-&gt;GetName()) == <span class="stringliteral">&quot;pre-compiled&quot;</span>);</div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span>&#160; <span class="keywordflow">break</span>;</div><div class="line"><a name="l00039"></a><span class="lineno"> 39</span>&#160; <span class="keywordflow">case</span> <a class="code" href="namespacearmnn.xhtml#a56943a0946e5f15e5e58054b8e7a04a4a29c2c02a361c9d7028472e5d92cd4a54">LayerType::Output</a>:</div><div class="line"><a name="l00040"></a><span class="lineno"> 40</span>&#160; ++m_outputLayerCount;</div><div class="line"><a name="l00041"></a><span class="lineno"> 41</span>&#160; CHECK(std::string(layer-&gt;GetName()) == <span class="stringliteral">&quot;outLayer&quot;</span>);</div><div class="line"><a name="l00042"></a><span class="lineno"> 42</span>&#160; <span class="keywordflow">break</span>;</div><div class="line"><a name="l00043"></a><span class="lineno"> 43</span>&#160; <span class="keywordflow">default</span>:</div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span>&#160; <span class="comment">//Fail for anything else</span></div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span>&#160; CHECK(<span class="keyword">false</span>);</div><div class="line"><a name="l00046"></a><span class="lineno"> 46</span>&#160; }</div><div class="line"><a name="l00047"></a><span class="lineno"> 47</span>&#160; }</div><div class="line"><a name="l00048"></a><span class="lineno"> 48</span>&#160; CHECK(m_inputLayerCount == 2);</div><div class="line"><a name="l00049"></a><span class="lineno"> 49</span>&#160; CHECK(m_outputLayerCount == 1);</div><div class="line"><a name="l00050"></a><span class="lineno"> 50</span>&#160; CHECK(m_addLayerCount == 1);</div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span>&#160;}</div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span>&#160;</div><div class="line"><a name="l00053"></a><span class="lineno"><a class="line" href="_optimization_views_tests_8cpp.xhtml#a6f46b9ec797759f8b435dc607c571af0"> 53</a></span>&#160;<a class="code" href="namespacearmnn.xhtml#a1621fb2f10314c394c9023d3e090d394">TEST_SUITE</a>(<span class="stringliteral">&quot;OptimizationViewsTestSuite&quot;</span>)</div><div class="line"><a name="l00054"></a><span class="lineno"> 54</span>&#160;{</div><div class="line"><a name="l00055"></a><span class="lineno"> 55</span>&#160;TEST_CASE(<span class="stringliteral">&quot;OptimizedViewsSubgraphLayerCount&quot;</span>)</div><div class="line"><a name="l00056"></a><span class="lineno"> 56</span>&#160;{</div><div class="line"><a name="l00057"></a><span class="lineno"> 57</span>&#160; <a class="code" href="classarmnn_1_1_optimization_views.xhtml">OptimizationViews</a> view;</div><div class="line"><a name="l00058"></a><span class="lineno"> 58</span>&#160; <span class="comment">// Construct a graph with 3 layers</span></div><div class="line"><a name="l00059"></a><span class="lineno"> 59</span>&#160; <a class="code" href="classarmnn_1_1_graph.xhtml">Graph</a> baseGraph;</div><div class="line"><a name="l00060"></a><span class="lineno"> 60</span>&#160;</div><div class="line"><a name="l00061"></a><span class="lineno"> 61</span>&#160; <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> inputLayer = baseGraph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a>&lt;<a class="code" href="classarmnn_1_1_input_layer.xhtml">InputLayer</a>&gt;(0, <span class="stringliteral">&quot;input&quot;</span>);</div><div class="line"><a name="l00062"></a><span class="lineno"> 62</span>&#160;</div><div class="line"><a name="l00063"></a><span class="lineno"> 63</span>&#160; <a class="code" href="structarmnn_1_1_convolution2d_descriptor.xhtml">Convolution2dDescriptor</a> convDescriptor;</div><div class="line"><a name="l00064"></a><span class="lineno"> 64</span>&#160; <a class="code" href="structarmnn_1_1_pre_compiled_descriptor.xhtml">PreCompiledDescriptor</a> substitutionLayerDescriptor(2, 1);</div><div class="line"><a name="l00065"></a><span class="lineno"> 65</span>&#160; <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> convLayer1 = baseGraph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a>&lt;<a class="code" href="classarmnn_1_1_convolution2d_layer.xhtml">Convolution2dLayer</a>&gt;(convDescriptor, <span class="stringliteral">&quot;conv1&quot;</span>);</div><div class="line"><a name="l00066"></a><span class="lineno"> 66</span>&#160; <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> convLayer2 = baseGraph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a>&lt;<a class="code" href="classarmnn_1_1_convolution2d_layer.xhtml">Convolution2dLayer</a>&gt;(convDescriptor, <span class="stringliteral">&quot;conv2&quot;</span>);</div><div class="line"><a name="l00067"></a><span class="lineno"> 67</span>&#160; <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> weightsLayer1 = baseGraph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a>&lt;<a class="code" href="classarmnn_1_1_constant_layer.xhtml">ConstantLayer</a>&gt;(<span class="stringliteral">&quot;weights1&quot;</span>);</div><div class="line"><a name="l00068"></a><span class="lineno"> 68</span>&#160; <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> weightsLayer2 = baseGraph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a>&lt;<a class="code" href="classarmnn_1_1_constant_layer.xhtml">ConstantLayer</a>&gt;(<span class="stringliteral">&quot;weights2&quot;</span>);</div><div class="line"><a name="l00069"></a><span class="lineno"> 69</span>&#160; <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> substitutableCompiledLayer =</div><div class="line"><a name="l00070"></a><span class="lineno"> 70</span>&#160; baseGraph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a>&lt;<a class="code" href="classarmnn_1_1_pre_compiled_layer.xhtml">PreCompiledLayer</a>&gt;(substitutionLayerDescriptor, <span class="stringliteral">&quot;pre-compiled&quot;</span>);</div><div class="line"><a name="l00071"></a><span class="lineno"> 71</span>&#160;</div><div class="line"><a name="l00072"></a><span class="lineno"> 72</span>&#160; <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> outputLayer = baseGraph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a>&lt;<a class="code" href="classarmnn_1_1_output_layer.xhtml">OutputLayer</a>&gt;(0, <span class="stringliteral">&quot;output&quot;</span>);</div><div class="line"><a name="l00073"></a><span class="lineno"> 73</span>&#160;</div><div class="line"><a name="l00074"></a><span class="lineno"> 74</span>&#160; inputLayer-&gt;<a class="code" href="classarmnn_1_1_layer.xhtml#a0e36688a43c35668d8db5257274c68fe">GetOutputSlot</a>(0).<a class="code" href="classarmnn_1_1_output_slot.xhtml#adcfb97035799ea4c043f9ef370714815">Connect</a>(convLayer1-&gt;<a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l00075"></a><span class="lineno"> 75</span>&#160; weightsLayer1-&gt;GetOutputSlot(0).Connect(convLayer1-&gt;<a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(1));</div><div class="line"><a name="l00076"></a><span class="lineno"> 76</span>&#160; convLayer1-&gt;<a class="code" href="classarmnn_1_1_layer.xhtml#a0e36688a43c35668d8db5257274c68fe">GetOutputSlot</a>(0).<a class="code" href="classarmnn_1_1_output_slot.xhtml#adcfb97035799ea4c043f9ef370714815">Connect</a>(convLayer2-&gt;GetInputSlot(0));</div><div class="line"><a name="l00077"></a><span class="lineno"> 77</span>&#160; weightsLayer2-&gt;GetOutputSlot(0).Connect(convLayer2-&gt;GetInputSlot(1));</div><div class="line"><a name="l00078"></a><span class="lineno"> 78</span>&#160; convLayer2-&gt;GetOutputSlot(0).Connect(outputLayer-&gt;GetInputSlot(0));</div><div class="line"><a name="l00079"></a><span class="lineno"> 79</span>&#160;</div><div class="line"><a name="l00080"></a><span class="lineno"> 80</span>&#160; <span class="comment">// Subgraph for a failed layer</span></div><div class="line"><a name="l00081"></a><span class="lineno"> 81</span>&#160; <a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#a4684a457c7786484375f06e9ab2d2265">SubgraphViewSelector::SubgraphViewPtr</a> failedSubgraph =</div><div class="line"><a name="l00082"></a><span class="lineno"> 82</span>&#160; <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>(<a class="code" href="_common_test_utils_8cpp.xhtml#a175e573ad9edfd57e06bf0f74df6d5f2">CreateInputsFrom</a>(convLayer1),</div><div class="line"><a name="l00083"></a><span class="lineno"> 83</span>&#160; <a class="code" href="_common_test_utils_8cpp.xhtml#ae405c72b6d52a1bf4b3471032e76e3f0">CreateOutputsFrom</a>({convLayer1}),</div><div class="line"><a name="l00084"></a><span class="lineno"> 84</span>&#160; {convLayer1});</div><div class="line"><a name="l00085"></a><span class="lineno"> 85</span>&#160; <span class="comment">// Subgraph for an untouched layer</span></div><div class="line"><a name="l00086"></a><span class="lineno"> 86</span>&#160; <a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#a4684a457c7786484375f06e9ab2d2265">SubgraphViewSelector::SubgraphViewPtr</a> untouchedSubgraph =</div><div class="line"><a name="l00087"></a><span class="lineno"> 87</span>&#160; <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>(<a class="code" href="_common_test_utils_8cpp.xhtml#a175e573ad9edfd57e06bf0f74df6d5f2">CreateInputsFrom</a>(convLayer2),</div><div class="line"><a name="l00088"></a><span class="lineno"> 88</span>&#160; <a class="code" href="_common_test_utils_8cpp.xhtml#ae405c72b6d52a1bf4b3471032e76e3f0">CreateOutputsFrom</a>({convLayer2}),</div><div class="line"><a name="l00089"></a><span class="lineno"> 89</span>&#160; {convLayer2});</div><div class="line"><a name="l00090"></a><span class="lineno"> 90</span>&#160; <span class="comment">// Subgraph for a substitutable layer</span></div><div class="line"><a name="l00091"></a><span class="lineno"> 91</span>&#160; <a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#a4684a457c7786484375f06e9ab2d2265">SubgraphViewSelector::SubgraphViewPtr</a> substitutableSubgraph =</div><div class="line"><a name="l00092"></a><span class="lineno"> 92</span>&#160; <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>(<a class="code" href="_common_test_utils_8cpp.xhtml#a175e573ad9edfd57e06bf0f74df6d5f2">CreateInputsFrom</a>(convLayer1),</div><div class="line"><a name="l00093"></a><span class="lineno"> 93</span>&#160; <a class="code" href="_common_test_utils_8cpp.xhtml#ae405c72b6d52a1bf4b3471032e76e3f0">CreateOutputsFrom</a>({convLayer2}),</div><div class="line"><a name="l00094"></a><span class="lineno"> 94</span>&#160; {substitutableCompiledLayer});</div><div class="line"><a name="l00095"></a><span class="lineno"> 95</span>&#160; <span class="comment">// Create a Graph containing a layer to substitute in</span></div><div class="line"><a name="l00096"></a><span class="lineno"> 96</span>&#160; <a class="code" href="classarmnn_1_1_graph.xhtml">Graph</a> substitutableGraph;</div><div class="line"><a name="l00097"></a><span class="lineno"> 97</span>&#160; <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> substitutionpreCompiledLayer =</div><div class="line"><a name="l00098"></a><span class="lineno"> 98</span>&#160; substitutableGraph.AddLayer&lt;<a class="code" href="classarmnn_1_1_pre_compiled_layer.xhtml">PreCompiledLayer</a>&gt;(substitutionLayerDescriptor, <span class="stringliteral">&quot;pre-compiled&quot;</span>);</div><div class="line"><a name="l00099"></a><span class="lineno"> 99</span>&#160;</div><div class="line"><a name="l00100"></a><span class="lineno"> 100</span>&#160; <span class="comment">// Subgraph for a substitution layer</span></div><div class="line"><a name="l00101"></a><span class="lineno"> 101</span>&#160; <a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#a4684a457c7786484375f06e9ab2d2265">SubgraphViewSelector::SubgraphViewPtr</a> substitutionSubgraph =</div><div class="line"><a name="l00102"></a><span class="lineno"> 102</span>&#160; <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>(<a class="code" href="_common_test_utils_8cpp.xhtml#a175e573ad9edfd57e06bf0f74df6d5f2">CreateInputsFrom</a>(substitutionpreCompiledLayer),</div><div class="line"><a name="l00103"></a><span class="lineno"> 103</span>&#160; <a class="code" href="_common_test_utils_8cpp.xhtml#ae405c72b6d52a1bf4b3471032e76e3f0">CreateOutputsFrom</a>({substitutionpreCompiledLayer}),</div><div class="line"><a name="l00104"></a><span class="lineno"> 104</span>&#160; {substitutionpreCompiledLayer});</div><div class="line"><a name="l00105"></a><span class="lineno"> 105</span>&#160;</div><div class="line"><a name="l00106"></a><span class="lineno"> 106</span>&#160; <span class="comment">// Sub in the graph</span></div><div class="line"><a name="l00107"></a><span class="lineno"> 107</span>&#160; baseGraph.<a class="code" href="classarmnn_1_1_graph.xhtml#aafbd4b469e47160017f409df8d077184">SubstituteSubgraph</a>(*substitutableSubgraph, *substitutionSubgraph);</div><div class="line"><a name="l00108"></a><span class="lineno"> 108</span>&#160;</div><div class="line"><a name="l00109"></a><span class="lineno"> 109</span>&#160; view.<a class="code" href="classarmnn_1_1_optimization_views.xhtml#a1b29d43c2596e40987838f6d1f819858">AddFailedSubgraph</a>(<a class="code" href="classarmnn_1_1_subgraph_view.xhtml">SubgraphView</a>(*failedSubgraph));</div><div class="line"><a name="l00110"></a><span class="lineno"> 110</span>&#160; view.<a class="code" href="classarmnn_1_1_optimization_views.xhtml#a28e41bdd6b719a3d60a1a0de2e1ebc95">AddUntouchedSubgraph</a>(<a class="code" href="classarmnn_1_1_subgraph_view.xhtml">SubgraphView</a>(*untouchedSubgraph));</div><div class="line"><a name="l00111"></a><span class="lineno"> 111</span>&#160;</div><div class="line"><a name="l00112"></a><span class="lineno"> 112</span>&#160; <a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#a4684a457c7786484375f06e9ab2d2265">SubgraphViewSelector::SubgraphViewPtr</a> baseSubgraph =</div><div class="line"><a name="l00113"></a><span class="lineno"> 113</span>&#160; <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>(<a class="code" href="_common_test_utils_8cpp.xhtml#a175e573ad9edfd57e06bf0f74df6d5f2">CreateInputsFrom</a>(convLayer1),</div><div class="line"><a name="l00114"></a><span class="lineno"> 114</span>&#160; <a class="code" href="_common_test_utils_8cpp.xhtml#ae405c72b6d52a1bf4b3471032e76e3f0">CreateOutputsFrom</a>({convLayer2}),</div><div class="line"><a name="l00115"></a><span class="lineno"> 115</span>&#160; {substitutionpreCompiledLayer});</div><div class="line"><a name="l00116"></a><span class="lineno"> 116</span>&#160; view.<a class="code" href="classarmnn_1_1_optimization_views.xhtml#a57340147dcb1c0ae05fdf14ff7af8a01">AddSubstitution</a>({*baseSubgraph, *substitutionSubgraph});</div><div class="line"><a name="l00117"></a><span class="lineno"> 117</span>&#160;</div><div class="line"><a name="l00118"></a><span class="lineno"> 118</span>&#160; <span class="comment">// Construct original subgraph to compare against</span></div><div class="line"><a name="l00119"></a><span class="lineno"> 119</span>&#160; <a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#a4684a457c7786484375f06e9ab2d2265">SubgraphViewSelector::SubgraphViewPtr</a> originalSubgraph =</div><div class="line"><a name="l00120"></a><span class="lineno"> 120</span>&#160; <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>(<a class="code" href="_common_test_utils_8cpp.xhtml#a175e573ad9edfd57e06bf0f74df6d5f2">CreateInputsFrom</a>(convLayer1),</div><div class="line"><a name="l00121"></a><span class="lineno"> 121</span>&#160; <a class="code" href="_common_test_utils_8cpp.xhtml#ae405c72b6d52a1bf4b3471032e76e3f0">CreateOutputsFrom</a>({convLayer2}),</div><div class="line"><a name="l00122"></a><span class="lineno"> 122</span>&#160; {convLayer1, convLayer2, substitutionpreCompiledLayer});</div><div class="line"><a name="l00123"></a><span class="lineno"> 123</span>&#160;</div><div class="line"><a name="l00124"></a><span class="lineno"> 124</span>&#160; CHECK(view.<a class="code" href="classarmnn_1_1_optimization_views.xhtml#a58dc3ea86870112f745b2a1f7dca55e9">Validate</a>(*originalSubgraph));</div><div class="line"><a name="l00125"></a><span class="lineno"> 125</span>&#160;}</div><div class="line"><a name="l00126"></a><span class="lineno"> 126</span>&#160;</div><div class="line"><a name="l00127"></a><span class="lineno"> 127</span>&#160;</div><div class="line"><a name="l00128"></a><span class="lineno"> 128</span>&#160;TEST_CASE(<span class="stringliteral">&quot;OptimizedViewsSubgraphLayerCountUsingGetINetwork&quot;</span>)</div><div class="line"><a name="l00129"></a><span class="lineno"> 129</span>&#160;{</div><div class="line"><a name="l00130"></a><span class="lineno"> 130</span>&#160; <a class="code" href="classarmnn_1_1_optimization_views.xhtml">OptimizationViews</a> view;</div><div class="line"><a name="l00131"></a><span class="lineno"> 131</span>&#160;</div><div class="line"><a name="l00132"></a><span class="lineno"> 132</span>&#160; <a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml">IConnectableLayer</a>* <span class="keyword">const</span> inputLayer = view.<a class="code" href="classarmnn_1_1_optimization_views.xhtml#a192e832a187edeb40c62ea3703edfa4a">GetINetwork</a>()-&gt;AddInputLayer(0, <span class="stringliteral">&quot;input&quot;</span>);</div><div class="line"><a name="l00133"></a><span class="lineno"> 133</span>&#160;</div><div class="line"><a name="l00134"></a><span class="lineno"> 134</span>&#160; <a class="code" href="structarmnn_1_1_depthwise_convolution2d_descriptor.xhtml">DepthwiseConvolution2dDescriptor</a> convDescriptor;</div><div class="line"><a name="l00135"></a><span class="lineno"> 135</span>&#160; <a class="code" href="structarmnn_1_1_pre_compiled_descriptor.xhtml">PreCompiledDescriptor</a> substitutionLayerDescriptor(2, 1);</div><div class="line"><a name="l00136"></a><span class="lineno"> 136</span>&#160; <a class="code" href="namespacearmnn.xhtml#af362583b7b4c471c434cb0fdb86c2ae2">CompiledBlobPtr</a> blobPtr;</div><div class="line"><a name="l00137"></a><span class="lineno"> 137</span>&#160; <a class="code" href="classarmnn_1_1_backend_id.xhtml">BackendId</a> backend = <a class="code" href="namespacearmnn.xhtml#ae2f04a162585c0a5222a537efd5456aea83c2c4e9b658ccafbcbe6309c5d84c64">Compute::CpuRef</a>;</div><div class="line"><a name="l00138"></a><span class="lineno"> 138</span>&#160;</div><div class="line"><a name="l00139"></a><span class="lineno"> 139</span>&#160; <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* convLayer1 = PolymorphicDowncast&lt;Layer*&gt;(</div><div class="line"><a name="l00140"></a><span class="lineno"> 140</span>&#160; view.<a class="code" href="classarmnn_1_1_optimization_views.xhtml#a192e832a187edeb40c62ea3703edfa4a">GetINetwork</a>()-&gt;AddDepthwiseConvolution2dLayer(convDescriptor,</div><div class="line"><a name="l00141"></a><span class="lineno"> 141</span>&#160; <span class="stringliteral">&quot;conv1&quot;</span>));</div><div class="line"><a name="l00142"></a><span class="lineno"> 142</span>&#160;</div><div class="line"><a name="l00143"></a><span class="lineno"> 143</span>&#160; <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* convLayer2 = PolymorphicDowncast&lt;Layer*&gt;(</div><div class="line"><a name="l00144"></a><span class="lineno"> 144</span>&#160; view.<a class="code" href="classarmnn_1_1_optimization_views.xhtml#a192e832a187edeb40c62ea3703edfa4a">GetINetwork</a>()-&gt;AddDepthwiseConvolution2dLayer(convDescriptor,</div><div class="line"><a name="l00145"></a><span class="lineno"> 145</span>&#160; <span class="stringliteral">&quot;conv2&quot;</span>));</div><div class="line"><a name="l00146"></a><span class="lineno"> 146</span>&#160;</div><div class="line"><a name="l00147"></a><span class="lineno"> 147</span>&#160; <a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml">IConnectableLayer</a>* <span class="keyword">const</span> outputLayer = view.<a class="code" href="classarmnn_1_1_optimization_views.xhtml#a192e832a187edeb40c62ea3703edfa4a">GetINetwork</a>()-&gt;AddOutputLayer(0, <span class="stringliteral">&quot;output&quot;</span>);</div><div class="line"><a name="l00148"></a><span class="lineno"> 148</span>&#160;</div><div class="line"><a name="l00149"></a><span class="lineno"> 149</span>&#160; inputLayer-&gt;<a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml#a80ac4eda2e7f2757ec9dd96fc96dbd16">GetOutputSlot</a>(0).<a class="code" href="classarmnn_1_1_i_output_slot.xhtml#ac1835f8756a9f03c02fcf9664e3a0fce">Connect</a>(convLayer1-&gt;<a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l00150"></a><span class="lineno"> 150</span>&#160; convLayer1-&gt;<a class="code" href="classarmnn_1_1_layer.xhtml#a0e36688a43c35668d8db5257274c68fe">GetOutputSlot</a>(0).<a class="code" href="classarmnn_1_1_output_slot.xhtml#adcfb97035799ea4c043f9ef370714815">Connect</a>(convLayer2-&gt;GetInputSlot(0));</div><div class="line"><a name="l00151"></a><span class="lineno"> 151</span>&#160; convLayer2-&gt;GetOutputSlot(0).Connect(outputLayer-&gt;GetInputSlot(0));</div><div class="line"><a name="l00152"></a><span class="lineno"> 152</span>&#160;</div><div class="line"><a name="l00153"></a><span class="lineno"> 153</span>&#160; <span class="comment">// Subgraph for a failed layer</span></div><div class="line"><a name="l00154"></a><span class="lineno"> 154</span>&#160; <a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#a4684a457c7786484375f06e9ab2d2265">SubgraphViewSelector::SubgraphViewPtr</a> failedSubgraph = <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>(<a class="code" href="_common_test_utils_8cpp.xhtml#a175e573ad9edfd57e06bf0f74df6d5f2">CreateInputsFrom</a>(convLayer1),</div><div class="line"><a name="l00155"></a><span class="lineno"> 155</span>&#160; <a class="code" href="_common_test_utils_8cpp.xhtml#ae405c72b6d52a1bf4b3471032e76e3f0">CreateOutputsFrom</a>({convLayer1}),</div><div class="line"><a name="l00156"></a><span class="lineno"> 156</span>&#160; {convLayer1});</div><div class="line"><a name="l00157"></a><span class="lineno"> 157</span>&#160; <span class="comment">// Subgraph for an untouched layer</span></div><div class="line"><a name="l00158"></a><span class="lineno"> 158</span>&#160; <a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#a4684a457c7786484375f06e9ab2d2265">SubgraphViewSelector::SubgraphViewPtr</a> untouchedSubgraph = <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>(<a class="code" href="_common_test_utils_8cpp.xhtml#a175e573ad9edfd57e06bf0f74df6d5f2">CreateInputsFrom</a>(convLayer2),</div><div class="line"><a name="l00159"></a><span class="lineno"> 159</span>&#160; <a class="code" href="_common_test_utils_8cpp.xhtml#ae405c72b6d52a1bf4b3471032e76e3f0">CreateOutputsFrom</a>({convLayer2}),</div><div class="line"><a name="l00160"></a><span class="lineno"> 160</span>&#160; {convLayer2});</div><div class="line"><a name="l00161"></a><span class="lineno"> 161</span>&#160;</div><div class="line"><a name="l00162"></a><span class="lineno"> 162</span>&#160; <span class="comment">// Create a Network containing a layer to substitute in</span></div><div class="line"><a name="l00163"></a><span class="lineno"> 163</span>&#160; <a class="code" href="classarmnn_1_1_network_impl.xhtml">NetworkImpl</a> net;</div><div class="line"><a name="l00164"></a><span class="lineno"> 164</span>&#160; <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* substitutionpreCompiledLayer = PolymorphicDowncast&lt;Layer*&gt;(</div><div class="line"><a name="l00165"></a><span class="lineno"> 165</span>&#160; net.AddPrecompiledLayer(substitutionLayerDescriptor, std::move(blobPtr), backend));</div><div class="line"><a name="l00166"></a><span class="lineno"> 166</span>&#160;</div><div class="line"><a name="l00167"></a><span class="lineno"> 167</span>&#160; <span class="comment">// Subgraph for a substitution layer</span></div><div class="line"><a name="l00168"></a><span class="lineno"> 168</span>&#160; <a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#a4684a457c7786484375f06e9ab2d2265">SubgraphViewSelector::SubgraphViewPtr</a> substitutionSubgraph =</div><div class="line"><a name="l00169"></a><span class="lineno"> 169</span>&#160; <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>(<a class="code" href="_common_test_utils_8cpp.xhtml#a175e573ad9edfd57e06bf0f74df6d5f2">CreateInputsFrom</a>(substitutionpreCompiledLayer),</div><div class="line"><a name="l00170"></a><span class="lineno"> 170</span>&#160; <a class="code" href="_common_test_utils_8cpp.xhtml#ae405c72b6d52a1bf4b3471032e76e3f0">CreateOutputsFrom</a>({substitutionpreCompiledLayer}),</div><div class="line"><a name="l00171"></a><span class="lineno"> 171</span>&#160; {substitutionpreCompiledLayer});</div><div class="line"><a name="l00172"></a><span class="lineno"> 172</span>&#160;</div><div class="line"><a name="l00173"></a><span class="lineno"> 173</span>&#160; view.<a class="code" href="classarmnn_1_1_optimization_views.xhtml#a1b29d43c2596e40987838f6d1f819858">AddFailedSubgraph</a>(<a class="code" href="classarmnn_1_1_subgraph_view.xhtml">SubgraphView</a>(*failedSubgraph));</div><div class="line"><a name="l00174"></a><span class="lineno"> 174</span>&#160; view.<a class="code" href="classarmnn_1_1_optimization_views.xhtml#a28e41bdd6b719a3d60a1a0de2e1ebc95">AddUntouchedSubgraph</a>(<a class="code" href="classarmnn_1_1_subgraph_view.xhtml">SubgraphView</a>(*untouchedSubgraph));</div><div class="line"><a name="l00175"></a><span class="lineno"> 175</span>&#160;</div><div class="line"><a name="l00176"></a><span class="lineno"> 176</span>&#160; <a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#a4684a457c7786484375f06e9ab2d2265">SubgraphViewSelector::SubgraphViewPtr</a> baseSubgraph = <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>(<a class="code" href="_common_test_utils_8cpp.xhtml#a175e573ad9edfd57e06bf0f74df6d5f2">CreateInputsFrom</a>(convLayer1),</div><div class="line"><a name="l00177"></a><span class="lineno"> 177</span>&#160; <a class="code" href="_common_test_utils_8cpp.xhtml#ae405c72b6d52a1bf4b3471032e76e3f0">CreateOutputsFrom</a>({convLayer2}),</div><div class="line"><a name="l00178"></a><span class="lineno"> 178</span>&#160; {substitutionpreCompiledLayer});</div><div class="line"><a name="l00179"></a><span class="lineno"> 179</span>&#160; view.<a class="code" href="classarmnn_1_1_optimization_views.xhtml#a57340147dcb1c0ae05fdf14ff7af8a01">AddSubstitution</a>({*baseSubgraph, *substitutionSubgraph});</div><div class="line"><a name="l00180"></a><span class="lineno"> 180</span>&#160;</div><div class="line"><a name="l00181"></a><span class="lineno"> 181</span>&#160; <span class="comment">// Construct original subgraph to compare against</span></div><div class="line"><a name="l00182"></a><span class="lineno"> 182</span>&#160; <a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#a4684a457c7786484375f06e9ab2d2265">SubgraphViewSelector::SubgraphViewPtr</a> originalSubgraph =</div><div class="line"><a name="l00183"></a><span class="lineno"> 183</span>&#160; <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>(<a class="code" href="_common_test_utils_8cpp.xhtml#a175e573ad9edfd57e06bf0f74df6d5f2">CreateInputsFrom</a>(convLayer1),</div><div class="line"><a name="l00184"></a><span class="lineno"> 184</span>&#160; <a class="code" href="_common_test_utils_8cpp.xhtml#ae405c72b6d52a1bf4b3471032e76e3f0">CreateOutputsFrom</a>({convLayer2}),</div><div class="line"><a name="l00185"></a><span class="lineno"> 185</span>&#160; {convLayer1, convLayer2, substitutionpreCompiledLayer});</div><div class="line"><a name="l00186"></a><span class="lineno"> 186</span>&#160;</div><div class="line"><a name="l00187"></a><span class="lineno"> 187</span>&#160; CHECK(view.<a class="code" href="classarmnn_1_1_optimization_views.xhtml#a58dc3ea86870112f745b2a1f7dca55e9">Validate</a>(*originalSubgraph));</div><div class="line"><a name="l00188"></a><span class="lineno"> 188</span>&#160;}</div><div class="line"><a name="l00189"></a><span class="lineno"> 189</span>&#160;</div><div class="line"><a name="l00190"></a><span class="lineno"> 190</span>&#160;TEST_CASE(<span class="stringliteral">&quot;OptimizedViewsSubgraphLayerCountFailValidate&quot;</span>)</div><div class="line"><a name="l00191"></a><span class="lineno"> 191</span>&#160;{</div><div class="line"><a name="l00192"></a><span class="lineno"> 192</span>&#160; <a class="code" href="classarmnn_1_1_optimization_views.xhtml">OptimizationViews</a> view;</div><div class="line"><a name="l00193"></a><span class="lineno"> 193</span>&#160; <span class="comment">// Construct a graph with 3 layers</span></div><div class="line"><a name="l00194"></a><span class="lineno"> 194</span>&#160; <a class="code" href="classarmnn_1_1_graph.xhtml">Graph</a> baseGraph;</div><div class="line"><a name="l00195"></a><span class="lineno"> 195</span>&#160;</div><div class="line"><a name="l00196"></a><span class="lineno"> 196</span>&#160; <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> inputLayer = baseGraph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a>&lt;<a class="code" href="classarmnn_1_1_input_layer.xhtml">InputLayer</a>&gt;(0, <span class="stringliteral">&quot;input&quot;</span>);</div><div class="line"><a name="l00197"></a><span class="lineno"> 197</span>&#160;</div><div class="line"><a name="l00198"></a><span class="lineno"> 198</span>&#160; <a class="code" href="structarmnn_1_1_convolution2d_descriptor.xhtml">Convolution2dDescriptor</a> convDescriptor;</div><div class="line"><a name="l00199"></a><span class="lineno"> 199</span>&#160; <a class="code" href="structarmnn_1_1_pre_compiled_descriptor.xhtml">PreCompiledDescriptor</a> substitutionLayerDescriptor(2, 1);</div><div class="line"><a name="l00200"></a><span class="lineno"> 200</span>&#160; <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> convLayer1 = baseGraph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a>&lt;<a class="code" href="classarmnn_1_1_convolution2d_layer.xhtml">Convolution2dLayer</a>&gt;(convDescriptor, <span class="stringliteral">&quot;conv1&quot;</span>);</div><div class="line"><a name="l00201"></a><span class="lineno"> 201</span>&#160; <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> convLayer2 = baseGraph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a>&lt;<a class="code" href="classarmnn_1_1_convolution2d_layer.xhtml">Convolution2dLayer</a>&gt;(convDescriptor, <span class="stringliteral">&quot;conv2&quot;</span>);</div><div class="line"><a name="l00202"></a><span class="lineno"> 202</span>&#160; <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> weightsLayer1 = baseGraph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a>&lt;<a class="code" href="classarmnn_1_1_constant_layer.xhtml">ConstantLayer</a>&gt;(<span class="stringliteral">&quot;weights1&quot;</span>);</div><div class="line"><a name="l00203"></a><span class="lineno"> 203</span>&#160; <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> weightsLayer2 = baseGraph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a>&lt;<a class="code" href="classarmnn_1_1_constant_layer.xhtml">ConstantLayer</a>&gt;(<span class="stringliteral">&quot;weights2&quot;</span>);</div><div class="line"><a name="l00204"></a><span class="lineno"> 204</span>&#160; <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> substitutableCompiledLayer =</div><div class="line"><a name="l00205"></a><span class="lineno"> 205</span>&#160; baseGraph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a>&lt;<a class="code" href="classarmnn_1_1_pre_compiled_layer.xhtml">PreCompiledLayer</a>&gt;(substitutionLayerDescriptor, <span class="stringliteral">&quot;pre-compiled&quot;</span>);</div><div class="line"><a name="l00206"></a><span class="lineno"> 206</span>&#160;</div><div class="line"><a name="l00207"></a><span class="lineno"> 207</span>&#160; <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> outputLayer = baseGraph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a>&lt;<a class="code" href="classarmnn_1_1_output_layer.xhtml">OutputLayer</a>&gt;(0, <span class="stringliteral">&quot;output&quot;</span>);</div><div class="line"><a name="l00208"></a><span class="lineno"> 208</span>&#160;</div><div class="line"><a name="l00209"></a><span class="lineno"> 209</span>&#160;</div><div class="line"><a name="l00210"></a><span class="lineno"> 210</span>&#160; inputLayer-&gt;<a class="code" href="classarmnn_1_1_layer.xhtml#a0e36688a43c35668d8db5257274c68fe">GetOutputSlot</a>(0).<a class="code" href="classarmnn_1_1_output_slot.xhtml#adcfb97035799ea4c043f9ef370714815">Connect</a>(convLayer1-&gt;<a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l00211"></a><span class="lineno"> 211</span>&#160; weightsLayer1-&gt;GetOutputSlot(0).Connect(convLayer1-&gt;<a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(1));</div><div class="line"><a name="l00212"></a><span class="lineno"> 212</span>&#160; convLayer1-&gt;<a class="code" href="classarmnn_1_1_layer.xhtml#a0e36688a43c35668d8db5257274c68fe">GetOutputSlot</a>(0).<a class="code" href="classarmnn_1_1_output_slot.xhtml#adcfb97035799ea4c043f9ef370714815">Connect</a>(convLayer2-&gt;GetInputSlot(0));</div><div class="line"><a name="l00213"></a><span class="lineno"> 213</span>&#160; weightsLayer2-&gt;GetOutputSlot(0).Connect(convLayer2-&gt;GetInputSlot(1));</div><div class="line"><a name="l00214"></a><span class="lineno"> 214</span>&#160; convLayer2-&gt;GetOutputSlot(0).Connect(outputLayer-&gt;GetInputSlot(0));</div><div class="line"><a name="l00215"></a><span class="lineno"> 215</span>&#160;</div><div class="line"><a name="l00216"></a><span class="lineno"> 216</span>&#160; <span class="comment">// Subgraph for an untouched layer</span></div><div class="line"><a name="l00217"></a><span class="lineno"> 217</span>&#160; <a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#a4684a457c7786484375f06e9ab2d2265">SubgraphViewSelector::SubgraphViewPtr</a> untouchedSubgraph =</div><div class="line"><a name="l00218"></a><span class="lineno"> 218</span>&#160; <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>(<a class="code" href="_common_test_utils_8cpp.xhtml#a175e573ad9edfd57e06bf0f74df6d5f2">CreateInputsFrom</a>(convLayer2),</div><div class="line"><a name="l00219"></a><span class="lineno"> 219</span>&#160; <a class="code" href="_common_test_utils_8cpp.xhtml#ae405c72b6d52a1bf4b3471032e76e3f0">CreateOutputsFrom</a>({convLayer2}),</div><div class="line"><a name="l00220"></a><span class="lineno"> 220</span>&#160; {convLayer2});</div><div class="line"><a name="l00221"></a><span class="lineno"> 221</span>&#160; <span class="comment">// Subgraph for a substitutable layer</span></div><div class="line"><a name="l00222"></a><span class="lineno"> 222</span>&#160; <a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#a4684a457c7786484375f06e9ab2d2265">SubgraphViewSelector::SubgraphViewPtr</a> substitutableSubgraph =</div><div class="line"><a name="l00223"></a><span class="lineno"> 223</span>&#160; <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>(<a class="code" href="_common_test_utils_8cpp.xhtml#a175e573ad9edfd57e06bf0f74df6d5f2">CreateInputsFrom</a>(convLayer1),</div><div class="line"><a name="l00224"></a><span class="lineno"> 224</span>&#160; <a class="code" href="_common_test_utils_8cpp.xhtml#ae405c72b6d52a1bf4b3471032e76e3f0">CreateOutputsFrom</a>({convLayer2}),</div><div class="line"><a name="l00225"></a><span class="lineno"> 225</span>&#160; {substitutableCompiledLayer});</div><div class="line"><a name="l00226"></a><span class="lineno"> 226</span>&#160; <span class="comment">// Create a Graph containing a layer to substitute in</span></div><div class="line"><a name="l00227"></a><span class="lineno"> 227</span>&#160; <a class="code" href="classarmnn_1_1_graph.xhtml">Graph</a> substitutableGraph;</div><div class="line"><a name="l00228"></a><span class="lineno"> 228</span>&#160; <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> substitutionpreCompiledLayer =</div><div class="line"><a name="l00229"></a><span class="lineno"> 229</span>&#160; substitutableGraph.AddLayer&lt;<a class="code" href="classarmnn_1_1_pre_compiled_layer.xhtml">PreCompiledLayer</a>&gt;(substitutionLayerDescriptor, <span class="stringliteral">&quot;pre-compiled&quot;</span>);</div><div class="line"><a name="l00230"></a><span class="lineno"> 230</span>&#160;</div><div class="line"><a name="l00231"></a><span class="lineno"> 231</span>&#160; <span class="comment">// Subgraph for a substitution layer</span></div><div class="line"><a name="l00232"></a><span class="lineno"> 232</span>&#160; <a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#a4684a457c7786484375f06e9ab2d2265">SubgraphViewSelector::SubgraphViewPtr</a> substitutionSubgraph =</div><div class="line"><a name="l00233"></a><span class="lineno"> 233</span>&#160; <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>(<a class="code" href="_common_test_utils_8cpp.xhtml#a175e573ad9edfd57e06bf0f74df6d5f2">CreateInputsFrom</a>(substitutionpreCompiledLayer),</div><div class="line"><a name="l00234"></a><span class="lineno"> 234</span>&#160; <a class="code" href="_common_test_utils_8cpp.xhtml#ae405c72b6d52a1bf4b3471032e76e3f0">CreateOutputsFrom</a>({substitutionpreCompiledLayer}),</div><div class="line"><a name="l00235"></a><span class="lineno"> 235</span>&#160; {substitutionpreCompiledLayer});</div><div class="line"><a name="l00236"></a><span class="lineno"> 236</span>&#160;</div><div class="line"><a name="l00237"></a><span class="lineno"> 237</span>&#160; <span class="comment">// Sub in the graph</span></div><div class="line"><a name="l00238"></a><span class="lineno"> 238</span>&#160; baseGraph.<a class="code" href="classarmnn_1_1_graph.xhtml#aafbd4b469e47160017f409df8d077184">SubstituteSubgraph</a>(*substitutableSubgraph, *substitutionSubgraph);</div><div class="line"><a name="l00239"></a><span class="lineno"> 239</span>&#160;</div><div class="line"><a name="l00240"></a><span class="lineno"> 240</span>&#160; view.<a class="code" href="classarmnn_1_1_optimization_views.xhtml#a28e41bdd6b719a3d60a1a0de2e1ebc95">AddUntouchedSubgraph</a>(<a class="code" href="classarmnn_1_1_subgraph_view.xhtml">SubgraphView</a>(*untouchedSubgraph));</div><div class="line"><a name="l00241"></a><span class="lineno"> 241</span>&#160;</div><div class="line"><a name="l00242"></a><span class="lineno"> 242</span>&#160; <a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#a4684a457c7786484375f06e9ab2d2265">SubgraphViewSelector::SubgraphViewPtr</a> baseSubgraph =</div><div class="line"><a name="l00243"></a><span class="lineno"> 243</span>&#160; <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>(<a class="code" href="_common_test_utils_8cpp.xhtml#a175e573ad9edfd57e06bf0f74df6d5f2">CreateInputsFrom</a>(convLayer1),</div><div class="line"><a name="l00244"></a><span class="lineno"> 244</span>&#160; <a class="code" href="_common_test_utils_8cpp.xhtml#ae405c72b6d52a1bf4b3471032e76e3f0">CreateOutputsFrom</a>({convLayer2}),</div><div class="line"><a name="l00245"></a><span class="lineno"> 245</span>&#160; {substitutionpreCompiledLayer});</div><div class="line"><a name="l00246"></a><span class="lineno"> 246</span>&#160; view.<a class="code" href="classarmnn_1_1_optimization_views.xhtml#a57340147dcb1c0ae05fdf14ff7af8a01">AddSubstitution</a>({*baseSubgraph, *substitutionSubgraph});</div><div class="line"><a name="l00247"></a><span class="lineno"> 247</span>&#160;</div><div class="line"><a name="l00248"></a><span class="lineno"> 248</span>&#160; <span class="comment">// Construct original subgraph to compare against</span></div><div class="line"><a name="l00249"></a><span class="lineno"> 249</span>&#160; <a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#a4684a457c7786484375f06e9ab2d2265">SubgraphViewSelector::SubgraphViewPtr</a> originalSubgraph =</div><div class="line"><a name="l00250"></a><span class="lineno"> 250</span>&#160; <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>(<a class="code" href="_common_test_utils_8cpp.xhtml#a175e573ad9edfd57e06bf0f74df6d5f2">CreateInputsFrom</a>(convLayer1),</div><div class="line"><a name="l00251"></a><span class="lineno"> 251</span>&#160; <a class="code" href="_common_test_utils_8cpp.xhtml#ae405c72b6d52a1bf4b3471032e76e3f0">CreateOutputsFrom</a>({convLayer2}),</div><div class="line"><a name="l00252"></a><span class="lineno"> 252</span>&#160; {convLayer1, convLayer2, substitutionpreCompiledLayer});</div><div class="line"><a name="l00253"></a><span class="lineno"> 253</span>&#160;</div><div class="line"><a name="l00254"></a><span class="lineno"> 254</span>&#160; <span class="comment">// Validate should fail as convLayer1 is not counted</span></div><div class="line"><a name="l00255"></a><span class="lineno"> 255</span>&#160; CHECK(!view.<a class="code" href="classarmnn_1_1_optimization_views.xhtml#a58dc3ea86870112f745b2a1f7dca55e9">Validate</a>(*originalSubgraph));</div><div class="line"><a name="l00256"></a><span class="lineno"> 256</span>&#160;}</div><div class="line"><a name="l00257"></a><span class="lineno"> 257</span>&#160;</div><div class="line"><a name="l00258"></a><span class="lineno"> 258</span>&#160;TEST_CASE(<span class="stringliteral">&quot;OptimizeViewsValidateDeviceMockBackend&quot;</span>)</div><div class="line"><a name="l00259"></a><span class="lineno"> 259</span>&#160;{</div><div class="line"><a name="l00260"></a><span class="lineno"> 260</span>&#160; <span class="comment">// build up the structure of the network</span></div><div class="line"><a name="l00261"></a><span class="lineno"> 261</span>&#160; <a class="code" href="namespacearmnn.xhtml#ace74f6f9feb95a964a49d79458232703">armnn::INetworkPtr</a> net(<a class="code" href="classarmnn_1_1_i_network.xhtml#a464f0ff87b1aabf71febaa71321dd40b">armnn::INetwork::Create</a>());</div><div class="line"><a name="l00262"></a><span class="lineno"> 262</span>&#160;</div><div class="line"><a name="l00263"></a><span class="lineno"> 263</span>&#160; <a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml">armnn::IConnectableLayer</a>* input = net-&gt;AddInputLayer(0, <span class="stringliteral">&quot;inLayer0&quot;</span>);</div><div class="line"><a name="l00264"></a><span class="lineno"> 264</span>&#160; <a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml">armnn::IConnectableLayer</a>* input1 = net-&gt;AddInputLayer(1, <span class="stringliteral">&quot;inLayer1&quot;</span>);</div><div class="line"><a name="l00265"></a><span class="lineno"> 265</span>&#160;</div><div class="line"><a name="l00266"></a><span class="lineno"> 266</span>&#160; <a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml">armnn::IConnectableLayer</a>* addition = net-&gt;AddAdditionLayer(<span class="stringliteral">&quot;addLayer&quot;</span>);</div><div class="line"><a name="l00267"></a><span class="lineno"> 267</span>&#160;</div><div class="line"><a name="l00268"></a><span class="lineno"> 268</span>&#160; <a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml">armnn::IConnectableLayer</a>* output = net-&gt;AddOutputLayer(0, <span class="stringliteral">&quot;outLayer&quot;</span>);</div><div class="line"><a name="l00269"></a><span class="lineno"> 269</span>&#160;</div><div class="line"><a name="l00270"></a><span class="lineno"> 270</span>&#160; input-&gt;<a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml#a80ac4eda2e7f2757ec9dd96fc96dbd16">GetOutputSlot</a>(0).<a class="code" href="classarmnn_1_1_i_output_slot.xhtml#ac1835f8756a9f03c02fcf9664e3a0fce">Connect</a>(addition-&gt;<a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml#a6ec9e0eb66d7d6a01240492a0b18104c">GetInputSlot</a>(0));</div><div class="line"><a name="l00271"></a><span class="lineno"> 271</span>&#160; input1-&gt;<a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml#a80ac4eda2e7f2757ec9dd96fc96dbd16">GetOutputSlot</a>(0).<a class="code" href="classarmnn_1_1_i_output_slot.xhtml#ac1835f8756a9f03c02fcf9664e3a0fce">Connect</a>(addition-&gt;<a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml#a6ec9e0eb66d7d6a01240492a0b18104c">GetInputSlot</a>(1));</div><div class="line"><a name="l00272"></a><span class="lineno"> 272</span>&#160; addition-&gt;<a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml#a80ac4eda2e7f2757ec9dd96fc96dbd16">GetOutputSlot</a>(0).<a class="code" href="classarmnn_1_1_i_output_slot.xhtml#ac1835f8756a9f03c02fcf9664e3a0fce">Connect</a>(output-&gt;<a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml#a6ec9e0eb66d7d6a01240492a0b18104c">GetInputSlot</a>(0));</div><div class="line"><a name="l00273"></a><span class="lineno"> 273</span>&#160;</div><div class="line"><a name="l00274"></a><span class="lineno"> 274</span>&#160; input-&gt;<a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml#a80ac4eda2e7f2757ec9dd96fc96dbd16">GetOutputSlot</a>(0).<a class="code" href="classarmnn_1_1_i_output_slot.xhtml#a5ee4a6c9a2481245487b1b1a70d20fd0">SetTensorInfo</a>(<a class="code" href="classarmnn_1_1_tensor_info.xhtml">armnn::TensorInfo</a>({ 1, 1, 4, 4 }, <a class="code" href="namespacearmnn.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a166495adc0d0f53bee6baecc577f5204">armnn::DataType::Float32</a>));</div><div class="line"><a name="l00275"></a><span class="lineno"> 275</span>&#160; input1-&gt;<a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml#a80ac4eda2e7f2757ec9dd96fc96dbd16">GetOutputSlot</a>(0).<a class="code" href="classarmnn_1_1_i_output_slot.xhtml#a5ee4a6c9a2481245487b1b1a70d20fd0">SetTensorInfo</a>(<a class="code" href="classarmnn_1_1_tensor_info.xhtml">armnn::TensorInfo</a>({ 1, 1, 4, 4 }, <a class="code" href="namespacearmnn.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a166495adc0d0f53bee6baecc577f5204">armnn::DataType::Float32</a>));</div><div class="line"><a name="l00276"></a><span class="lineno"> 276</span>&#160; addition-&gt;<a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml#a80ac4eda2e7f2757ec9dd96fc96dbd16">GetOutputSlot</a>(0).<a class="code" href="classarmnn_1_1_i_output_slot.xhtml#a5ee4a6c9a2481245487b1b1a70d20fd0">SetTensorInfo</a>(<a class="code" href="classarmnn_1_1_tensor_info.xhtml">armnn::TensorInfo</a>({ 1, 1, 4, 4 }, <a class="code" href="namespacearmnn.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a166495adc0d0f53bee6baecc577f5204">armnn::DataType::Float32</a>));</div><div class="line"><a name="l00277"></a><span class="lineno"> 277</span>&#160;</div><div class="line"><a name="l00278"></a><span class="lineno"> 278</span>&#160; <a class="code" href="classarmnn_1_1_mock_backend_initialiser.xhtml">armnn::MockBackendInitialiser</a> initialiser;</div><div class="line"><a name="l00279"></a><span class="lineno"> 279</span>&#160; <a class="code" href="structarmnn_1_1_i_runtime_1_1_creation_options.xhtml">armnn::IRuntime::CreationOptions</a> options;</div><div class="line"><a name="l00280"></a><span class="lineno"> 280</span>&#160; <a class="code" href="namespacearmnn.xhtml#a150468a02bd7b2d2d061c4aaaee939f0">armnn::IRuntimePtr</a> runtime(<a class="code" href="classarmnn_1_1_i_runtime.xhtml#ad44ecd3700748dc30dc4bbe34ba5bde7">armnn::IRuntime::Create</a>(options));</div><div class="line"><a name="l00281"></a><span class="lineno"> 281</span>&#160;</div><div class="line"><a name="l00282"></a><span class="lineno"> 282</span>&#160; std::vector&lt;armnn::BackendId&gt; backends = { <a class="code" href="classarmnn_1_1_mock_backend.xhtml">MockBackend</a>().<a class="code" href="classarmnn_1_1_mock_backend.xhtml#a177af502214bbc8123fbb4a3c4f0a1b8">GetIdStatic</a>() };</div><div class="line"><a name="l00283"></a><span class="lineno"> 283</span>&#160; <a class="code" href="namespacearmnn.xhtml#a674efcf6cbdb9e831d653ff0e821fb38">armnn::IOptimizedNetworkPtr</a> optNet = <a class="code" href="namespacearmnn.xhtml#a82e98ef05fd67036d1195ba17174d685">armnn::Optimize</a>(*net, backends, runtime-&gt;GetDeviceSpec());</div><div class="line"><a name="l00284"></a><span class="lineno"> 284</span>&#160; CHECK(optNet);</div><div class="line"><a name="l00285"></a><span class="lineno"> 285</span>&#160;</div><div class="line"><a name="l00286"></a><span class="lineno"> 286</span>&#160; <span class="comment">// Check the optimised graph</span></div><div class="line"><a name="l00287"></a><span class="lineno"> 287</span>&#160; <a class="code" href="classarmnn_1_1_graph.xhtml">armnn::Graph</a>&amp; graph = <a class="code" href="namespacearmnn.xhtml#a6a2659750d6161b693d0e51616791959">GetGraphForTesting</a>(optNet.get());</div><div class="line"><a name="l00288"></a><span class="lineno"> 288</span>&#160; <a class="code" href="_optimization_views_tests_8cpp.xhtml#a6c81e7ec0af6eeda194d2bd8cd40eccf">CheckLayers</a>(graph);</div><div class="line"><a name="l00289"></a><span class="lineno"> 289</span>&#160;}</div><div class="line"><a name="l00290"></a><span class="lineno"> 290</span>&#160;</div><div class="line"><a name="l00291"></a><span class="lineno"> 291</span>&#160;}</div><div class="ttc" id="namespacearmnn_xhtml_a1621fb2f10314c394c9023d3e090d394"><div class="ttname"><a href="namespacearmnn.xhtml#a1621fb2f10314c394c9023d3e090d394">armnn::TEST_SUITE</a></div><div class="ttdeci">TEST_SUITE(&quot;TestConstTensorLayerVisitor&quot;)</div><div class="ttdef"><b>Definition:</b> <a href="_const_tensor_layer_visitor_8cpp_source.xhtml#l00110">ConstTensorLayerVisitor.cpp:110</a></div></div>
+<div class="ttc" id="classarmnn_1_1_constant_layer_xhtml"><div class="ttname"><a href="classarmnn_1_1_constant_layer.xhtml">armnn::ConstantLayer</a></div><div class="ttdoc">A layer that the constant data can be bound to. </div><div class="ttdef"><b>Definition:</b> <a href="_constant_layer_8hpp_source.xhtml#l00015">ConstantLayer.hpp:15</a></div></div>
+<div class="ttc" id="classarmnn_1_1_mock_backend_xhtml"><div class="ttname"><a href="classarmnn_1_1_mock_backend.xhtml">armnn::MockBackend</a></div><div class="ttdef"><b>Definition:</b> <a href="_mock_backend_8hpp_source.xhtml#l00018">MockBackend.hpp:18</a></div></div>
+<div class="ttc" id="classarmnn_1_1_i_runtime_xhtml_ad44ecd3700748dc30dc4bbe34ba5bde7"><div class="ttname"><a href="classarmnn_1_1_i_runtime.xhtml#ad44ecd3700748dc30dc4bbe34ba5bde7">armnn::IRuntime::Create</a></div><div class="ttdeci">static IRuntimePtr Create(const CreationOptions &amp;options)</div><div class="ttdef"><b>Definition:</b> <a href="_runtime_8cpp_source.xhtml#l00049">Runtime.cpp:49</a></div></div>
+<div class="ttc" id="classarmnn_1_1_i_connectable_layer_xhtml"><div class="ttname"><a href="classarmnn_1_1_i_connectable_layer.xhtml">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.xhtml#l00066">INetwork.hpp:66</a></div></div>
+<div class="ttc" id="namespacearmnn_xhtml_ae2f04a162585c0a5222a537efd5456aea83c2c4e9b658ccafbcbe6309c5d84c64"><div class="ttname"><a href="namespacearmnn.xhtml#ae2f04a162585c0a5222a537efd5456aea83c2c4e9b658ccafbcbe6309c5d84c64">armnn::Compute::CpuRef</a></div><div class="ttdoc">CPU Execution: Reference C++ kernels. </div></div>
+<div class="ttc" id="classarmnn_1_1_tensor_info_xhtml"><div class="ttname"><a href="classarmnn_1_1_tensor_info.xhtml">armnn::TensorInfo</a></div><div class="ttdef"><b>Definition:</b> <a href="_tensor_8hpp_source.xhtml#l00152">Tensor.hpp:152</a></div></div>
+<div class="ttc" id="classarmnn_1_1_graph_xhtml_a7563c5b899e7d0ada08fd0fdb202f205"><div class="ttname"><a href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">armnn::Graph::AddLayer</a></div><div class="ttdeci">LayerT * AddLayer(Args &amp;&amp;... args)</div><div class="ttdoc">Adds a new layer, of type LayerType, to the graph constructed with the arguments passed. </div><div class="ttdef"><b>Definition:</b> <a href="_graph_8hpp_source.xhtml#l00425">Graph.hpp:425</a></div></div>
+<div class="ttc" id="structarmnn_1_1_convolution2d_descriptor_xhtml"><div class="ttname"><a href="structarmnn_1_1_convolution2d_descriptor.xhtml">armnn::Convolution2dDescriptor</a></div><div class="ttdoc">A Convolution2dDescriptor for the Convolution2dLayer. </div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.xhtml#l00499">Descriptors.hpp:499</a></div></div>
+<div class="ttc" id="_mock_backend_8hpp_xhtml"><div class="ttname"><a href="_mock_backend_8hpp.xhtml">MockBackend.hpp</a></div></div>
+<div class="ttc" id="classarmnn_1_1_output_slot_xhtml_adcfb97035799ea4c043f9ef370714815"><div class="ttname"><a href="classarmnn_1_1_output_slot.xhtml#adcfb97035799ea4c043f9ef370714815">armnn::OutputSlot::Connect</a></div><div class="ttdeci">int Connect(InputSlot &amp;destination)</div><div class="ttdef"><b>Definition:</b> <a href="_layer_8cpp_source.xhtml#l00112">Layer.cpp:112</a></div></div>
+<div class="ttc" id="namespacearmnn_xhtml_a56943a0946e5f15e5e58054b8e7a04a4a29c2c02a361c9d7028472e5d92cd4a54"><div class="ttname"><a href="namespacearmnn.xhtml#a56943a0946e5f15e5e58054b8e7a04a4a29c2c02a361c9d7028472e5d92cd4a54">armnn::LayerType::Output</a></div></div>
+<div class="ttc" id="namespacearmnn_xhtml_a150468a02bd7b2d2d061c4aaaee939f0"><div class="ttname"><a href="namespacearmnn.xhtml#a150468a02bd7b2d2d061c4aaaee939f0">armnn::IRuntimePtr</a></div><div class="ttdeci">std::unique_ptr&lt; IRuntime, void(*)(IRuntime *runtime)&gt; IRuntimePtr</div><div class="ttdef"><b>Definition:</b> <a href="_i_runtime_8hpp_source.xhtml#l00033">IRuntime.hpp:33</a></div></div>
+<div class="ttc" id="_optimization_views_tests_8cpp_xhtml_a6c81e7ec0af6eeda194d2bd8cd40eccf"><div class="ttname"><a href="_optimization_views_tests_8cpp.xhtml#a6c81e7ec0af6eeda194d2bd8cd40eccf">CheckLayers</a></div><div class="ttdeci">void CheckLayers(Graph &amp;graph)</div><div class="ttdef"><b>Definition:</b> <a href="_optimization_views_tests_8cpp_source.xhtml#l00022">OptimizationViewsTests.cpp:22</a></div></div>
+<div class="ttc" id="classarmnn_1_1_optimization_views_xhtml_a57340147dcb1c0ae05fdf14ff7af8a01"><div class="ttname"><a href="classarmnn_1_1_optimization_views.xhtml#a57340147dcb1c0ae05fdf14ff7af8a01">armnn::OptimizationViews::AddSubstitution</a></div><div class="ttdeci">void AddSubstitution(SubstitutionPair &amp;&amp;substitution)</div><div class="ttdef"><b>Definition:</b> <a href="include_2armnn_2backends_2_optimization_views_8hpp_source.xhtml#l00034">OptimizationViews.hpp:34</a></div></div>
+<div class="ttc" id="classarmnn_1_1_optimization_views_xhtml"><div class="ttname"><a href="classarmnn_1_1_optimization_views.xhtml">armnn::OptimizationViews</a></div><div class="ttdef"><b>Definition:</b> <a href="include_2armnn_2backends_2_optimization_views_8hpp_source.xhtml#l00013">OptimizationViews.hpp:13</a></div></div>
+<div class="ttc" id="namespacearmnn_xhtml"><div class="ttname"><a href="namespacearmnn.xhtml">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.xhtml#l00006">01_00_quick_start.dox:6</a></div></div>
+<div class="ttc" id="classarmnn_1_1_mock_backend_initialiser_xhtml"><div class="ttname"><a href="classarmnn_1_1_mock_backend_initialiser.xhtml">armnn::MockBackendInitialiser</a></div><div class="ttdef"><b>Definition:</b> <a href="_mock_backend_8hpp_source.xhtml#l00122">MockBackend.hpp:122</a></div></div>
+<div class="ttc" id="classarmnn_1_1_network_impl_xhtml"><div class="ttname"><a href="classarmnn_1_1_network_impl.xhtml">armnn::NetworkImpl</a></div><div class="ttdoc">Private implementation of INetwork. </div><div class="ttdef"><b>Definition:</b> <a href="_network_8hpp_source.xhtml#l00031">Network.hpp:31</a></div></div>
+<div class="ttc" id="backends_2backends_common_2test_2_common_test_utils_8hpp_xhtml"><div class="ttname"><a href="backends_2backends_common_2test_2_common_test_utils_8hpp.xhtml">CommonTestUtils.hpp</a></div></div>
+<div class="ttc" id="classarmnn_1_1_i_output_slot_xhtml_a5ee4a6c9a2481245487b1b1a70d20fd0"><div class="ttname"><a href="classarmnn_1_1_i_output_slot.xhtml#a5ee4a6c9a2481245487b1b1a70d20fd0">armnn::IOutputSlot::SetTensorInfo</a></div><div class="ttdeci">virtual void SetTensorInfo(const TensorInfo &amp;tensorInfo)=0</div></div>
+<div class="ttc" id="namespacearmnn_xhtml_af362583b7b4c471c434cb0fdb86c2ae2"><div class="ttname"><a href="namespacearmnn.xhtml#af362583b7b4c471c434cb0fdb86c2ae2">armnn::CompiledBlobPtr</a></div><div class="ttdeci">std::unique_ptr&lt; void, CompiledBlobDeleter &gt; CompiledBlobPtr</div><div class="ttdef"><b>Definition:</b> <a href="_i_network_8hpp_source.xhtml#l00245">INetwork.hpp:245</a></div></div>
+<div class="ttc" id="_polymorphic_downcast_8hpp_xhtml"><div class="ttname"><a href="_polymorphic_downcast_8hpp.xhtml">PolymorphicDowncast.hpp</a></div></div>
+<div class="ttc" id="classarmnn_1_1_subgraph_view_xhtml"><div class="ttname"><a href="classarmnn_1_1_subgraph_view.xhtml">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="include_2armnn_2backends_2_subgraph_view_8hpp_source.xhtml#l00023">SubgraphView.hpp:23</a></div></div>
+<div class="ttc" id="classarmnn_1_1_layer_xhtml_acf8b8e23bf647836592982f97088d375"><div class="ttname"><a href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">armnn::Layer::GetInputSlot</a></div><div class="ttdeci">const InputSlot &amp; GetInputSlot(unsigned int index) const override</div><div class="ttdoc">Get a const input slot handle by slot index. </div><div class="ttdef"><b>Definition:</b> <a href="_layer_8hpp_source.xhtml#l00322">Layer.hpp:322</a></div></div>
+<div class="ttc" id="classarmnn_1_1_output_layer_xhtml"><div class="ttname"><a href="classarmnn_1_1_output_layer.xhtml">armnn::OutputLayer</a></div><div class="ttdoc">A layer user-provided data can be bound to (e.g. inputs, outputs). </div><div class="ttdef"><b>Definition:</b> <a href="_output_layer_8hpp_source.xhtml#l00013">OutputLayer.hpp:13</a></div></div>
+<div class="ttc" id="namespacearmnn_xhtml_a82e98ef05fd67036d1195ba17174d685"><div class="ttname"><a href="namespacearmnn.xhtml#a82e98ef05fd67036d1195ba17174d685">armnn::Optimize</a></div><div class="ttdeci">IOptimizedNetworkPtr Optimize(const INetwork &amp;network, const std::vector&lt; BackendId &gt; &amp;backendPreferences, const IDeviceSpec &amp;deviceSpec, const OptimizerOptions &amp;options=OptimizerOptions(), Optional&lt; std::vector&lt; std::string &gt; &amp;&gt; messages=EmptyOptional())</div><div class="ttdoc">Create an optimized version of the network. </div><div class="ttdef"><b>Definition:</b> <a href="_network_8cpp_source.xhtml#l01847">Network.cpp:1847</a></div></div>
+<div class="ttc" id="_graph_8hpp_xhtml"><div class="ttname"><a href="_graph_8hpp.xhtml">Graph.hpp</a></div></div>
+<div class="ttc" id="classarmnn_1_1_mock_backend_xhtml_a177af502214bbc8123fbb4a3c4f0a1b8"><div class="ttname"><a href="classarmnn_1_1_mock_backend.xhtml#a177af502214bbc8123fbb4a3c4f0a1b8">armnn::MockBackend::GetIdStatic</a></div><div class="ttdeci">static const BackendId &amp; GetIdStatic()</div><div class="ttdef"><b>Definition:</b> <a href="_mock_backend_8cpp_source.xhtml#l00017">MockBackend.cpp:17</a></div></div>
+<div class="ttc" id="classarmnn_1_1_optimization_views_xhtml_a1b29d43c2596e40987838f6d1f819858"><div class="ttname"><a href="classarmnn_1_1_optimization_views.xhtml#a1b29d43c2596e40987838f6d1f819858">armnn::OptimizationViews::AddFailedSubgraph</a></div><div class="ttdeci">void AddFailedSubgraph(SubgraphView &amp;&amp;subgraph)</div><div class="ttdef"><b>Definition:</b> <a href="include_2armnn_2backends_2_optimization_views_8hpp_source.xhtml#l00039">OptimizationViews.hpp:39</a></div></div>
+<div class="ttc" id="namespacearmnn_xhtml_a674efcf6cbdb9e831d653ff0e821fb38"><div class="ttname"><a href="namespacearmnn.xhtml#a674efcf6cbdb9e831d653ff0e821fb38">armnn::IOptimizedNetworkPtr</a></div><div class="ttdeci">std::unique_ptr&lt; IOptimizedNetwork, void(*)(IOptimizedNetwork *network)&gt; IOptimizedNetworkPtr</div><div class="ttdef"><b>Definition:</b> <a href="_i_network_8hpp_source.xhtml#l00242">INetwork.hpp:242</a></div></div>
+<div class="ttc" id="classarmnn_1_1_optimization_views_xhtml_a192e832a187edeb40c62ea3703edfa4a"><div class="ttname"><a href="classarmnn_1_1_optimization_views.xhtml#a192e832a187edeb40c62ea3703edfa4a">armnn::OptimizationViews::GetINetwork</a></div><div class="ttdeci">INetworkPtr &amp; GetINetwork()</div><div class="ttdef"><b>Definition:</b> <a href="include_2armnn_2backends_2_optimization_views_8hpp_source.xhtml#l00062">OptimizationViews.hpp:62</a></div></div>
+<div class="ttc" id="namespacearmnn_xhtml_a56943a0946e5f15e5e58054b8e7a04a4a1ba143ebe524d46181a4b53470693278"><div class="ttname"><a href="namespacearmnn.xhtml#a56943a0946e5f15e5e58054b8e7a04a4a1ba143ebe524d46181a4b53470693278">armnn::LayerType::PreCompiled</a></div></div>
+<div class="ttc" id="classarmnn_1_1_optimization_views_xhtml_a58dc3ea86870112f745b2a1f7dca55e9"><div class="ttname"><a href="classarmnn_1_1_optimization_views.xhtml#a58dc3ea86870112f745b2a1f7dca55e9">armnn::OptimizationViews::Validate</a></div><div class="ttdeci">bool Validate(const SubgraphView &amp;originalSubgraph) const</div><div class="ttdef"><b>Definition:</b> <a href="_optimization_views_8cpp_source.xhtml#l00011">OptimizationViews.cpp:11</a></div></div>
+<div class="ttc" id="classarmnn_1_1_optimization_views_xhtml_a28e41bdd6b719a3d60a1a0de2e1ebc95"><div class="ttname"><a href="classarmnn_1_1_optimization_views.xhtml#a28e41bdd6b719a3d60a1a0de2e1ebc95">armnn::OptimizationViews::AddUntouchedSubgraph</a></div><div class="ttdeci">void AddUntouchedSubgraph(SubgraphView &amp;&amp;subgraph)</div><div class="ttdef"><b>Definition:</b> <a href="include_2armnn_2backends_2_optimization_views_8hpp_source.xhtml#l00044">OptimizationViews.hpp:44</a></div></div>
+<div class="ttc" id="classarmnn_1_1_graph_xhtml"><div class="ttname"><a href="classarmnn_1_1_graph.xhtml">armnn::Graph</a></div><div class="ttdef"><b>Definition:</b> <a href="_graph_8hpp_source.xhtml#l00030">Graph.hpp:30</a></div></div>
+<div class="ttc" id="include_2armnn_2backends_2_optimization_views_8hpp_xhtml"><div class="ttname"><a href="include_2armnn_2backends_2_optimization_views_8hpp.xhtml">OptimizationViews.hpp</a></div></div>
+<div class="ttc" id="classarmnn_1_1_graph_xhtml_aafbd4b469e47160017f409df8d077184"><div class="ttname"><a href="classarmnn_1_1_graph.xhtml#aafbd4b469e47160017f409df8d077184">armnn::Graph::SubstituteSubgraph</a></div><div class="ttdeci">void SubstituteSubgraph(SubgraphView &amp;subgraph, IConnectableLayer *substituteLayer)</div><div class="ttdoc">Substitutes the given sub-graph with either a new layer or a new sub-graph. </div><div class="ttdef"><b>Definition:</b> <a href="_graph_8cpp_source.xhtml#l00435">Graph.cpp:435</a></div></div>
+<div class="ttc" id="structarmnn_1_1_i_runtime_1_1_creation_options_xhtml"><div class="ttname"><a href="structarmnn_1_1_i_runtime_1_1_creation_options.xhtml">armnn::IRuntime::CreationOptions</a></div><div class="ttdef"><b>Definition:</b> <a href="_i_runtime_8hpp_source.xhtml#l00077">IRuntime.hpp:77</a></div></div>
+<div class="ttc" id="namespacearmnn_xhtml_a6a2659750d6161b693d0e51616791959"><div class="ttname"><a href="namespacearmnn.xhtml#a6a2659750d6161b693d0e51616791959">armnn::GetGraphForTesting</a></div><div class="ttdeci">Graph &amp; GetGraphForTesting(IOptimizedNetwork *optNet)</div><div class="ttdef"><b>Definition:</b> <a href="_test_utils_8cpp_source.xhtml#l00049">TestUtils.cpp:49</a></div></div>
+<div class="ttc" id="classarmnn_1_1_subgraph_view_selector_xhtml_a4684a457c7786484375f06e9ab2d2265"><div class="ttname"><a href="classarmnn_1_1_subgraph_view_selector.xhtml#a4684a457c7786484375f06e9ab2d2265">armnn::SubgraphViewSelector::SubgraphViewPtr</a></div><div class="ttdeci">std::unique_ptr&lt; SubgraphView &gt; SubgraphViewPtr</div><div class="ttdef"><b>Definition:</b> <a href="_subgraph_view_selector_8hpp_source.xhtml#l00024">SubgraphViewSelector.hpp:24</a></div></div>
+<div class="ttc" id="_common_test_utils_8cpp_xhtml_a3ed487c53d08c08186837be90030a855"><div class="ttname"><a href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a></div><div class="ttdeci">SubgraphView::SubgraphViewPtr CreateSubgraphViewFrom(SubgraphView::InputSlots &amp;&amp;inputs, SubgraphView::OutputSlots &amp;&amp;outputs, SubgraphView::Layers &amp;&amp;layers)</div><div class="ttdef"><b>Definition:</b> <a href="_common_test_utils_8cpp_source.xhtml#l00065">CommonTestUtils.cpp:65</a></div></div>
+<div class="ttc" id="_common_test_utils_8cpp_xhtml_ae405c72b6d52a1bf4b3471032e76e3f0"><div class="ttname"><a href="_common_test_utils_8cpp.xhtml#ae405c72b6d52a1bf4b3471032e76e3f0">CreateOutputsFrom</a></div><div class="ttdeci">SubgraphView::OutputSlots CreateOutputsFrom(const std::vector&lt; Layer *&gt; &amp;layers)</div><div class="ttdef"><b>Definition:</b> <a href="_common_test_utils_8cpp_source.xhtml#l00052">CommonTestUtils.cpp:52</a></div></div>
+<div class="ttc" id="classarmnn_1_1_pre_compiled_layer_xhtml"><div class="ttname"><a href="classarmnn_1_1_pre_compiled_layer.xhtml">armnn::PreCompiledLayer</a></div><div class="ttdef"><b>Definition:</b> <a href="_pre_compiled_layer_8hpp_source.xhtml#l00022">PreCompiledLayer.hpp:22</a></div></div>
+<div class="ttc" id="classarmnn_1_1_input_layer_xhtml"><div class="ttname"><a href="classarmnn_1_1_input_layer.xhtml">armnn::InputLayer</a></div><div class="ttdoc">A layer user-provided data can be bound to (e.g. inputs, outputs). </div><div class="ttdef"><b>Definition:</b> <a href="_input_layer_8hpp_source.xhtml#l00013">InputLayer.hpp:13</a></div></div>
+<div class="ttc" id="_network_8hpp_xhtml"><div class="ttname"><a href="_network_8hpp.xhtml">Network.hpp</a></div></div>
+<div class="ttc" id="include_2armnn_2backends_2_subgraph_view_8hpp_xhtml"><div class="ttname"><a href="include_2armnn_2backends_2_subgraph_view_8hpp.xhtml">SubgraphView.hpp</a></div></div>
+<div class="ttc" id="namespacearmnn_xhtml_a56943a0946e5f15e5e58054b8e7a04a4a324118a6721dd6b8a9b9f4e327df2bf5"><div class="ttname"><a href="namespacearmnn.xhtml#a56943a0946e5f15e5e58054b8e7a04a4a324118a6721dd6b8a9b9f4e327df2bf5">armnn::LayerType::Input</a></div></div>
+<div class="ttc" id="classarmnn_1_1_i_connectable_layer_xhtml_a6ec9e0eb66d7d6a01240492a0b18104c"><div class="ttname"><a href="classarmnn_1_1_i_connectable_layer.xhtml#a6ec9e0eb66d7d6a01240492a0b18104c">armnn::IConnectableLayer::GetInputSlot</a></div><div class="ttdeci">virtual const IInputSlot &amp; GetInputSlot(unsigned int index) const =0</div><div class="ttdoc">Get a const input slot handle by slot index. </div></div>
+<div class="ttc" id="classarmnn_1_1_layer_xhtml_a0e36688a43c35668d8db5257274c68fe"><div class="ttname"><a href="classarmnn_1_1_layer.xhtml#a0e36688a43c35668d8db5257274c68fe">armnn::Layer::GetOutputSlot</a></div><div class="ttdeci">const OutputSlot &amp; 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.xhtml#l00324">Layer.hpp:324</a></div></div>
+<div class="ttc" id="namespacearmnn_xhtml_ad8ed01ff3ff33333d8e19db4d2818bb6a166495adc0d0f53bee6baecc577f5204"><div class="ttname"><a href="namespacearmnn.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a166495adc0d0f53bee6baecc577f5204">armnn::DataType::Float32</a></div></div>
+<div class="ttc" id="classarmnn_1_1_i_connectable_layer_xhtml_a80ac4eda2e7f2757ec9dd96fc96dbd16"><div class="ttname"><a href="classarmnn_1_1_i_connectable_layer.xhtml#a80ac4eda2e7f2757ec9dd96fc96dbd16">armnn::IConnectableLayer::GetOutputSlot</a></div><div class="ttdeci">virtual const IOutputSlot &amp; GetOutputSlot(unsigned int index) const =0</div><div class="ttdoc">Get the const output slot handle by slot index. </div></div>
+<div class="ttc" id="classarmnn_1_1_convolution2d_layer_xhtml"><div class="ttname"><a href="classarmnn_1_1_convolution2d_layer.xhtml">armnn::Convolution2dLayer</a></div><div class="ttdoc">This layer represents a convolution 2d operation. </div><div class="ttdef"><b>Definition:</b> <a href="_convolution2d_layer_8hpp_source.xhtml#l00015">Convolution2dLayer.hpp:15</a></div></div>
+<div class="ttc" id="namespacearmnn_xhtml_ace74f6f9feb95a964a49d79458232703"><div class="ttname"><a href="namespacearmnn.xhtml#ace74f6f9feb95a964a49d79458232703">armnn::INetworkPtr</a></div><div class="ttdeci">std::unique_ptr&lt; INetwork, void(*)(INetwork *network)&gt; INetworkPtr</div><div class="ttdef"><b>Definition:</b> <a href="_i_network_8hpp_source.xhtml#l00241">INetwork.hpp:241</a></div></div>
+<div class="ttc" id="classarmnn_1_1_i_output_slot_xhtml_ac1835f8756a9f03c02fcf9664e3a0fce"><div class="ttname"><a href="classarmnn_1_1_i_output_slot.xhtml#ac1835f8756a9f03c02fcf9664e3a0fce">armnn::IOutputSlot::Connect</a></div><div class="ttdeci">virtual int Connect(IInputSlot &amp;destination)=0</div></div>
+<div class="ttc" id="structarmnn_1_1_pre_compiled_descriptor_xhtml"><div class="ttname"><a href="structarmnn_1_1_pre_compiled_descriptor.xhtml">armnn::PreCompiledDescriptor</a></div><div class="ttdoc">A PreCompiledDescriptor for the PreCompiledLayer. </div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.xhtml#l01348">Descriptors.hpp:1348</a></div></div>
+<div class="ttc" id="_subgraph_view_selector_8hpp_xhtml"><div class="ttname"><a href="_subgraph_view_selector_8hpp.xhtml">SubgraphViewSelector.hpp</a></div></div>
+<div class="ttc" id="classarmnn_1_1_i_network_xhtml_a464f0ff87b1aabf71febaa71321dd40b"><div class="ttname"><a href="classarmnn_1_1_i_network.xhtml#a464f0ff87b1aabf71febaa71321dd40b">armnn::INetwork::Create</a></div><div class="ttdeci">static INetworkPtr Create(NetworkOptions networkOptions={})</div><div class="ttdef"><b>Definition:</b> <a href="_network_8cpp_source.xhtml#l00476">Network.cpp:476</a></div></div>
+<div class="ttc" id="_common_test_utils_8cpp_xhtml_a175e573ad9edfd57e06bf0f74df6d5f2"><div class="ttname"><a href="_common_test_utils_8cpp.xhtml#a175e573ad9edfd57e06bf0f74df6d5f2">CreateInputsFrom</a></div><div class="ttdeci">SubgraphView::InputSlots CreateInputsFrom(Layer *layer, std::vector&lt; unsigned int &gt; ignoreSlots)</div><div class="ttdef"><b>Definition:</b> <a href="_common_test_utils_8cpp_source.xhtml#l00012">CommonTestUtils.cpp:12</a></div></div>
+<div class="ttc" id="structarmnn_1_1_depthwise_convolution2d_descriptor_xhtml"><div class="ttname"><a href="structarmnn_1_1_depthwise_convolution2d_descriptor.xhtml">armnn::DepthwiseConvolution2dDescriptor</a></div><div class="ttdoc">A DepthwiseConvolution2dDescriptor for the DepthwiseConvolution2dLayer. </div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.xhtml#l00624">Descriptors.hpp:624</a></div></div>
+<div class="ttc" id="classarmnn_1_1_layer_xhtml"><div class="ttname"><a href="classarmnn_1_1_layer.xhtml">armnn::Layer</a></div><div class="ttdef"><b>Definition:</b> <a href="_layer_8hpp_source.xhtml#l00215">Layer.hpp:215</a></div></div>
+<div class="ttc" id="classarmnn_1_1_backend_id_xhtml"><div class="ttname"><a href="classarmnn_1_1_backend_id.xhtml">armnn::BackendId</a></div><div class="ttdef"><b>Definition:</b> <a href="_backend_id_8hpp_source.xhtml#l00075">BackendId.hpp:75</a></div></div>
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