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| author | Nikhil Raj <nikhil.raj@arm.com> | 2022-03-08 20:01:38 +0000 |
|---|---|---|
| committer | Nikhil Raj <nikhil.raj@arm.com> | 2022-03-09 12:26:14 +0000 |
| commit | f4019872c1134c6fcc1d6993e5746f55c1e79208 (patch) | |
| tree | b07ea8bdd70d696adfa3814344e210ea67be1e8c /22.02/_subgraph_view_tests_8cpp.xhtml | |
| parent | 0d75c02b21b919b81035205f3914ee273b93b30c (diff) | |
| download | armnn-f4019872c1134c6fcc1d6993e5746f55c1e79208.tar.gz | |
IVGCVSW-6819 Fix the directory structure and broken link to latest docu
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
Change-Id: I05b559d15faf92c76ff536719693b361316be4f3
Diffstat (limited to '22.02/_subgraph_view_tests_8cpp.xhtml')
| -rw-r--r-- | 22.02/_subgraph_view_tests_8cpp.xhtml | 399 |
1 files changed, 399 insertions, 0 deletions
diff --git a/22.02/_subgraph_view_tests_8cpp.xhtml b/22.02/_subgraph_view_tests_8cpp.xhtml new file mode 100644 index 0000000000..7d3a450e3e --- /dev/null +++ b/22.02/_subgraph_view_tests_8cpp.xhtml @@ -0,0 +1,399 @@ +<!-- Copyright (c) 2020 ARM Limited. --> +<!-- --> +<!-- SPDX-License-Identifier: MIT --> +<!-- --> +<!-- HTML header for doxygen 1.8.13--> +<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd"> +<html xmlns="http://www.w3.org/1999/xhtml"> +<head> +<meta http-equiv="Content-Type" content="text/xhtml;charset=UTF-8"/> +<meta http-equiv="X-UA-Compatible" content="IE=9"/> +<meta name="generator" content="Doxygen 1.8.13"/> +<meta name="robots" content="NOINDEX, NOFOLLOW" /> +<meta name="viewport" content="width=device-width, initial-scale=1"/> +<title>ArmNN: src/armnn/test/SubgraphViewTests.cpp File Reference</title> +<link href="tabs.css" rel="stylesheet" type="text/css"/> +<script type="text/javascript" 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+<div id="top"><!-- do not remove this div, it is closed by doxygen! --> +<div id="titlearea"> +<table cellspacing="0" cellpadding="0"> + <tbody> + <tr style="height: 56px;"> + <img alt="ArmNN" src="Arm_NN_horizontal_blue.png" style="max-width: 10rem; margin-top: .5rem; margin-left 10px"/> + <td style="padding-left: 0.5em;"> + <div id="projectname"> +  <span id="projectnumber">22.02</span> + </div> + </td> + </tr> + </tbody> +</table> +</div> +<!-- end header part --> +<!-- Generated by Doxygen 1.8.13 --> +<script type="text/javascript"> +var searchBox = new SearchBox("searchBox", "search",false,'Search'); +</script> +<script type="text/javascript" src="menudata.js"></script> +<script type="text/javascript" src="menu.js"></script> +<script type="text/javascript"> +$(function() { + initMenu('',true,false,'search.php','Search'); + $(document).ready(function() { init_search(); }); +}); +</script> +<div id="main-nav"></div> +</div><!-- top --> +<div id="side-nav" class="ui-resizable side-nav-resizable"> + <div id="nav-tree"> + <div id="nav-tree-contents"> + <div id="nav-sync" class="sync"></div> + </div> + </div> + <div id="splitbar" style="-moz-user-select:none;" + class="ui-resizable-handle"> + </div> +</div> +<script type="text/javascript"> +$(document).ready(function(){initNavTree('_subgraph_view_tests_8cpp.xhtml','');}); +</script> +<div id="doc-content"> +<!-- window showing the filter options --> +<div id="MSearchSelectWindow" + onmouseover="return searchBox.OnSearchSelectShow()" + onmouseout="return searchBox.OnSearchSelectHide()" + onkeydown="return searchBox.OnSearchSelectKey(event)"> +</div> + +<!-- iframe showing the search results (closed by default) --> +<div id="MSearchResultsWindow"> +<iframe src="javascript:void(0)" frameborder="0" + name="MSearchResults" id="MSearchResults"> +</iframe> +</div> + +<div class="header"> + <div class="summary"> +<a href="#func-members">Functions</a> </div> + <div class="headertitle"> +<div class="title">SubgraphViewTests.cpp File Reference</div> </div> +</div><!--header--> +<div class="contents"> +<div class="textblock"><code>#include <<a class="el" href="_graph_8hpp_source.xhtml">Graph.hpp</a>></code><br /> +<code>#include <<a class="el" href="_subgraph_view_selector_8hpp_source.xhtml">SubgraphViewSelector.hpp</a>></code><br /> +<code>#include <<a class="el" href="include_2armnn_2backends_2_optimization_views_8hpp_source.xhtml">armnn/backends/OptimizationViews.hpp</a>></code><br /> +<code>#include <<a class="el" href="include_2armnn_2backends_2_subgraph_view_8hpp_source.xhtml">armnn/backends/SubgraphView.hpp</a>></code><br /> +<code>#include <<a class="el" href="include_2armnn_2backends_2_tensor_handle_8hpp_source.xhtml">armnn/backends/TensorHandle.hpp</a>></code><br /> +<code>#include <<a class="el" href="_numeric_cast_8hpp_source.xhtml">armnn/utility/NumericCast.hpp</a>></code><br /> +<code>#include <doctest/doctest.h></code><br /> +<code>#include <fstream></code><br /> +<code>#include <map></code><br /> +<code>#include <queue></code><br /> +<code>#include <random></code><br /> +<code>#include <chrono></code><br /> +<code>#include <numeric></code><br /> +</div> +<p><a href="_subgraph_view_tests_8cpp_source.xhtml">Go to the source code of this file.</a></p> +<table class="memberdecls"> +<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="func-members"></a> +Functions</h2></td></tr> +<tr class="memitem:ac29301ff29bcc1c8a8068b13452c92d3"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="_subgraph_view_tests_8cpp.xhtml#ac29301ff29bcc1c8a8068b13452c92d3">TEST_SUITE</a> ("SubgraphViewBackwardCompatibilityTests")</td></tr> +<tr class="separator:ac29301ff29bcc1c8a8068b13452c92d3"><td class="memSeparator" colspan="2"> </td></tr> +<tr class="memitem:a1fa636e76c49a4ad3d1ff928d7a2adcf"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="_subgraph_view_tests_8cpp.xhtml#a1fa636e76c49a4ad3d1ff928d7a2adcf">TEST_SUITE</a> ("SubgraphSubstitution")</td></tr> +<tr class="separator:a1fa636e76c49a4ad3d1ff928d7a2adcf"><td class="memSeparator" colspan="2"> </td></tr> +<tr class="memitem:ae9de95c851b6b7168f222c87fd346014"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="_subgraph_view_tests_8cpp.xhtml#ae9de95c851b6b7168f222c87fd346014">TEST_SUITE</a> ("SubgraphSelection")</td></tr> +<tr class="separator:ae9de95c851b6b7168f222c87fd346014"><td class="memSeparator" colspan="2"> </td></tr> +<tr class="memitem:aa53fc7240a999ad6b618aa9988778b03"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="_subgraph_view_tests_8cpp.xhtml#aa53fc7240a999ad6b618aa9988778b03">TEST_SUITE</a> ("IntegrationTests")</td></tr> +<tr class="separator:aa53fc7240a999ad6b618aa9988778b03"><td class="memSeparator" colspan="2"> </td></tr> +</table> +<h2 class="groupheader">Function Documentation</h2> +<a id="ac29301ff29bcc1c8a8068b13452c92d3"></a> +<h2 class="memtitle"><span class="permalink"><a href="#ac29301ff29bcc1c8a8068b13452c92d3">◆ </a></span>TEST_SUITE() <span class="overload">[1/4]</span></h2> + +<div class="memitem"> +<div class="memproto"> + <table class="memname"> + <tr> + <td class="memname">TEST_SUITE </td> + <td>(</td> + <td class="paramtype">"SubgraphViewBackwardCompatibilityTests" </td> + <td class="paramname"></td><td>)</td> + <td></td> + </tr> + </table> +</div><div class="memdoc"> + +<p class="definition">Definition at line <a class="el" href="_subgraph_view_tests_8cpp_source.xhtml#l00169">169</a> of file <a class="el" href="_subgraph_view_tests_8cpp_source.xhtml">SubgraphViewTests.cpp</a>.</p> + +<p class="reference">References <a class="el" href="_graph_8hpp_source.xhtml#l00420">Graph::AddLayer()</a>, <a class="el" href="_deprecated_8hpp_source.xhtml#l00033">ARMNN_NO_DEPRECATE_WARN_BEGIN</a>, <a class="el" href="_deprecated_8hpp_source.xhtml#l00034">ARMNN_NO_DEPRECATE_WARN_END</a>, <a class="el" href="_layer_8cpp_source.xhtml#l00086">OutputSlot::Connect()</a>, <a class="el" href="_network_8cpp_source.xhtml#l00492">INetwork::Create()</a>, <a class="el" href="_common_test_utils_8cpp_source.xhtml#l00038">CreateSubgraphViewFrom()</a>, <a class="el" href="_layer_8hpp_source.xhtml#l00321">Layer::GetInputSlot()</a>, and <a class="el" href="_layer_8hpp_source.xhtml#l00323">Layer::GetOutputSlot()</a>.</p> +<div class="fragment"><div class="line"><a name="l00170"></a><span class="lineno"> 170</span> {</div><div class="line"><a name="l00171"></a><span class="lineno"> 171</span> <span class="comment">// Test that SubraphView has been converted to using IConnectableLayer/IInputSlot/IOutputSlot</span></div><div class="line"><a name="l00172"></a><span class="lineno"> 172</span> <span class="comment">// in a backward compatible manner from ILayer/InputSlot/OutputSlot</span></div><div class="line"><a name="l00173"></a><span class="lineno"> 173</span> TEST_CASE(<span class="stringliteral">"SubgraphViewIterators"</span>)</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>  <a class="code" href="namespacearmnn.xhtml#ace74f6f9feb95a964a49d79458232703">INetworkPtr</a> net(INetwork::Create());</div><div class="line"><a name="l00176"></a><span class="lineno"> 176</span>  <a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml">IConnectableLayer</a>* layer = net->AddInputLayer(1, <span class="stringliteral">"input"</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>  <a class="code" href="classarmnn_1_1_subgraph_view.xhtml">SubgraphView</a> subgraph{layer};</div><div class="line"><a name="l00179"></a><span class="lineno"> 179</span> </div><div class="line"><a name="l00180"></a><span class="lineno"> 180</span>  <span class="comment">// cbeginIConnectable() and cendIConnectable()</span></div><div class="line"><a name="l00181"></a><span class="lineno"> 181</span>  <span class="keywordtype">bool</span> found = <span class="keyword">false</span>;</div><div class="line"><a name="l00182"></a><span class="lineno"> 182</span>  <span class="keywordflow">if</span> (std::find(subgraph.cbeginIConnectable(), subgraph.cendIConnectable(), layer)</div><div class="line"><a name="l00183"></a><span class="lineno"> 183</span>  != subgraph.cendIConnectable())</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>  found = <span class="keyword">true</span>;</div><div class="line"><a name="l00186"></a><span class="lineno"> 186</span>  }</div><div class="line"><a name="l00187"></a><span class="lineno"> 187</span>  CHECK(found);</div><div class="line"><a name="l00188"></a><span class="lineno"> 188</span>  found = <span class="keyword">false</span>;</div><div class="line"><a name="l00189"></a><span class="lineno"> 189</span> </div><div class="line"><a name="l00190"></a><span class="lineno"> 190</span>  <span class="comment">// beginIConnectable() and endIConnectable()</span></div><div class="line"><a name="l00191"></a><span class="lineno"> 191</span>  <span class="keywordflow">if</span> (std::find(subgraph.beginIConnectable(), subgraph.endIConnectable(), layer)</div><div class="line"><a name="l00192"></a><span class="lineno"> 192</span>  != subgraph.endIConnectable())</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>  found = <span class="keyword">true</span>;</div><div class="line"><a name="l00195"></a><span class="lineno"> 195</span>  }</div><div class="line"><a name="l00196"></a><span class="lineno"> 196</span>  CHECK(found);</div><div class="line"><a name="l00197"></a><span class="lineno"> 197</span>  found = <span class="keyword">false</span>;</div><div class="line"><a name="l00198"></a><span class="lineno"> 198</span> </div><div class="line"><a name="l00199"></a><span class="lineno"> 199</span>  <span class="comment">// GetIConnectableLayers returns IConnectableLayers initialized when calling constructor given IConnectableLayers</span></div><div class="line"><a name="l00200"></a><span class="lineno"> 200</span>  <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_subgraph_view.xhtml#ad7c7687cd3542e5cbb45e56f9a9456e7">SubgraphView::IConnectableLayers</a>& subgraphLayers = subgraph.GetIConnectableLayers();</div><div class="line"><a name="l00201"></a><span class="lineno"> 201</span>  <span class="keywordflow">for</span> (<span class="keyword">auto</span>& iConnectableLayer : subgraphLayers)</div><div class="line"><a name="l00202"></a><span class="lineno"> 202</span>  {</div><div class="line"><a name="l00203"></a><span class="lineno"> 203</span>  <span class="keywordflow">if</span> (std::string(iConnectableLayer->GetName()) == <span class="stringliteral">"input"</span>)</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>  found = <span class="keyword">true</span>;</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>  CHECK(found);</div><div class="line"><a name="l00209"></a><span class="lineno"> 209</span>  found = <span class="keyword">false</span>;</div><div class="line"><a name="l00210"></a><span class="lineno"> 210</span> </div><div class="line"><a name="l00211"></a><span class="lineno"> 211</span>  <span class="comment">// Test GetLayers returns layers initialized when calling constructor given IConnectableLayers</span></div><div class="line"><a name="l00212"></a><span class="lineno"> 212</span>  <a class="code" href="_deprecated_8hpp.xhtml#ab66a241a0ed3ee89c866e777b035d0ed">ARMNN_NO_DEPRECATE_WARN_BEGIN</a></div><div class="line"><a name="l00213"></a><span class="lineno"> 213</span>  <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_subgraph_view.xhtml#a74798938fdaeae75c8adfa4a7439e7f9">SubgraphView::Layers</a>& subgraphLayersOld = subgraph.GetLayers();</div><div class="line"><a name="l00214"></a><span class="lineno"> 214</span>  <a class="code" href="_deprecated_8hpp.xhtml#ad762b11b48e5c1d1c1743f529485728a">ARMNN_NO_DEPRECATE_WARN_END</a></div><div class="line"><a name="l00215"></a><span class="lineno"> 215</span>  <span class="keywordflow">for</span> (<span class="keyword">auto</span>& layerOld : subgraphLayersOld)</div><div class="line"><a name="l00216"></a><span class="lineno"> 216</span>  {</div><div class="line"><a name="l00217"></a><span class="lineno"> 217</span>  <span class="keywordflow">if</span> (std::string(layerOld->GetName()) == <span class="stringliteral">"input"</span>)</div><div class="line"><a name="l00218"></a><span class="lineno"> 218</span>  {</div><div class="line"><a name="l00219"></a><span class="lineno"> 219</span>  found = <span class="keyword">true</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>  }</div><div class="line"><a name="l00222"></a><span class="lineno"> 222</span>  CHECK(found);</div><div class="line"><a name="l00223"></a><span class="lineno"> 223</span> }</div><div class="line"><a name="l00224"></a><span class="lineno"> 224</span> </div><div class="line"><a name="l00225"></a><span class="lineno"> 225</span> TEST_CASE(<span class="stringliteral">"SubgraphViewSlots"</span>)</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="comment">// Construct graph</span></div><div class="line"><a name="l00228"></a><span class="lineno"> 228</span>  <a class="code" href="classarmnn_1_1_graph.xhtml">Graph</a> graph;</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>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> inputLayer = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_input_layer.xhtml">InputLayer</a>>(0, <span class="stringliteral">"input"</span>);</div><div class="line"><a name="l00231"></a><span class="lineno"> 231</span> </div><div class="line"><a name="l00232"></a><span class="lineno"> 232</span>  <a class="code" href="structarmnn_1_1_convolution2d_descriptor.xhtml">Convolution2dDescriptor</a> convDescriptor;</div><div class="line"><a name="l00233"></a><span class="lineno"> 233</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> convLayer1 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_convolution2d_layer.xhtml">Convolution2dLayer</a>>(convDescriptor, <span class="stringliteral">"conv1"</span>);</div><div class="line"><a name="l00234"></a><span class="lineno"> 234</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> convLayer2 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_convolution2d_layer.xhtml">Convolution2dLayer</a>>(convDescriptor, <span class="stringliteral">"conv2"</span>);</div><div class="line"><a name="l00235"></a><span class="lineno"> 235</span> </div><div class="line"><a name="l00236"></a><span class="lineno"> 236</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> outputLayer = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_output_layer.xhtml">OutputLayer</a>>(0, <span class="stringliteral">"output"</span>);</div><div class="line"><a name="l00237"></a><span class="lineno"> 237</span> </div><div class="line"><a name="l00238"></a><span class="lineno"> 238</span>  inputLayer-><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-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l00239"></a><span class="lineno"> 239</span>  convLayer1-><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->GetInputSlot(0));</div><div class="line"><a name="l00240"></a><span class="lineno"> 240</span>  convLayer2->GetOutputSlot(0).Connect(outputLayer->GetInputSlot(0));</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>  <span class="comment">// Construct sub-graph</span></div><div class="line"><a name="l00243"></a><span class="lineno"> 243</span>  <a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#a4684a457c7786484375f06e9ab2d2265">SubgraphViewSelector::SubgraphViewPtr</a> subgraph = <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>({},</div><div class="line"><a name="l00244"></a><span class="lineno"> 244</span>  CreateIInputsFrom({convLayer1}),</div><div class="line"><a name="l00245"></a><span class="lineno"> 245</span>  CreateIOutputsFrom({convLayer2}));</div><div class="line"><a name="l00246"></a><span class="lineno"> 246</span> </div><div class="line"><a name="l00247"></a><span class="lineno"> 247</span>  <span class="comment">// Test that both old and new are initialized</span></div><div class="line"><a name="l00248"></a><span class="lineno"> 248</span>  CHECK(subgraph->GetIInputSlots().size() == 1);</div><div class="line"><a name="l00249"></a><span class="lineno"> 249</span>  CHECK(subgraph->GetIOutputSlots().size() == 1);</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>  <a class="code" href="_deprecated_8hpp.xhtml#ab66a241a0ed3ee89c866e777b035d0ed">ARMNN_NO_DEPRECATE_WARN_BEGIN</a></div><div class="line"><a name="l00252"></a><span class="lineno"> 252</span>  CHECK(subgraph->GetInputSlots().size() == 1);</div><div class="line"><a name="l00253"></a><span class="lineno"> 253</span>  CHECK(subgraph->GetOutputSlots().size() == 1);</div><div class="line"><a name="l00254"></a><span class="lineno"> 254</span> </div><div class="line"><a name="l00255"></a><span class="lineno"> 255</span>  <span class="comment">// Check old and new pointing to same address</span></div><div class="line"><a name="l00256"></a><span class="lineno"> 256</span>  CHECK(subgraph->GetOutputSlot(0) == subgraph->GetIOutputSlot(0));</div><div class="line"><a name="l00257"></a><span class="lineno"> 257</span>  CHECK(subgraph->GetInputSlot(0) == subgraph->GetIInputSlot(0));</div><div class="line"><a name="l00258"></a><span class="lineno"> 258</span>  <a class="code" href="_deprecated_8hpp.xhtml#ad762b11b48e5c1d1c1743f529485728a">ARMNN_NO_DEPRECATE_WARN_END</a></div><div class="line"><a name="l00259"></a><span class="lineno"> 259</span> </div><div class="line"><a name="l00260"></a><span class="lineno"> 260</span> }</div><div class="line"><a name="l00261"></a><span class="lineno"> 261</span> </div><div class="line"><a name="l00262"></a><span class="lineno"> 262</span> TEST_CASE(<span class="stringliteral">"SubgraphViewConstructors"</span>)</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>  <span class="comment">// Construct graph</span></div><div class="line"><a name="l00265"></a><span class="lineno"> 265</span>  <a class="code" href="classarmnn_1_1_graph.xhtml">Graph</a> graph;</div><div class="line"><a name="l00266"></a><span class="lineno"> 266</span> </div><div class="line"><a name="l00267"></a><span class="lineno"> 267</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> inputLayer = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_input_layer.xhtml">InputLayer</a>>(0, <span class="stringliteral">"input"</span>);</div><div class="line"><a name="l00268"></a><span class="lineno"> 268</span> </div><div class="line"><a name="l00269"></a><span class="lineno"> 269</span>  <a class="code" href="structarmnn_1_1_convolution2d_descriptor.xhtml">Convolution2dDescriptor</a> convDescriptor;</div><div class="line"><a name="l00270"></a><span class="lineno"> 270</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> convLayer1 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_convolution2d_layer.xhtml">Convolution2dLayer</a>>(convDescriptor, <span class="stringliteral">"conv1"</span>);</div><div class="line"><a name="l00271"></a><span class="lineno"> 271</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> convLayer2 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_convolution2d_layer.xhtml">Convolution2dLayer</a>>(convDescriptor, <span class="stringliteral">"conv2"</span>);</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>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> outputLayer = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_output_layer.xhtml">OutputLayer</a>>(0, <span class="stringliteral">"output"</span>);</div><div class="line"><a name="l00274"></a><span class="lineno"> 274</span> </div><div class="line"><a name="l00275"></a><span class="lineno"> 275</span>  inputLayer-><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-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l00276"></a><span class="lineno"> 276</span>  convLayer1-><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->GetInputSlot(0));</div><div class="line"><a name="l00277"></a><span class="lineno"> 277</span>  convLayer2->GetOutputSlot(0).Connect(outputLayer->GetInputSlot(0));</div><div class="line"><a name="l00278"></a><span class="lineno"> 278</span> </div><div class="line"><a name="l00279"></a><span class="lineno"> 279</span>  <span class="comment">// Construct sub-graph</span></div><div class="line"><a name="l00280"></a><span class="lineno"> 280</span>  <a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#a4684a457c7786484375f06e9ab2d2265">SubgraphViewSelector::SubgraphViewPtr</a> subgraph =</div><div class="line"><a name="l00281"></a><span class="lineno"> 281</span>  <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>({inputLayer, convLayer1, convLayer2, outputLayer},</div><div class="line"><a name="l00282"></a><span class="lineno"> 282</span>  CreateIInputsFrom({convLayer1}),</div><div class="line"><a name="l00283"></a><span class="lineno"> 283</span>  CreateIOutputsFrom({convLayer2}));</div><div class="line"><a name="l00284"></a><span class="lineno"> 284</span> </div><div class="line"><a name="l00285"></a><span class="lineno"> 285</span>  <span class="comment">// Copy Constructor</span></div><div class="line"><a name="l00286"></a><span class="lineno"> 286</span>  <a class="code" href="classarmnn_1_1_subgraph_view.xhtml">SubgraphView</a> subgraph2(*subgraph.get());</div><div class="line"><a name="l00287"></a><span class="lineno"> 287</span>  CHECK(subgraph->GetIConnectableLayers() == subgraph2.GetIConnectableLayers());</div><div class="line"><a name="l00288"></a><span class="lineno"> 288</span>  CHECK(subgraph->GetIInputSlots() == subgraph2.GetIInputSlots());</div><div class="line"><a name="l00289"></a><span class="lineno"> 289</span>  CHECK(subgraph->GetIOutputSlots() == subgraph2.GetIOutputSlots());</div><div class="line"><a name="l00290"></a><span class="lineno"> 290</span> </div><div class="line"><a name="l00291"></a><span class="lineno"> 291</span>  <a class="code" href="_deprecated_8hpp.xhtml#ab66a241a0ed3ee89c866e777b035d0ed">ARMNN_NO_DEPRECATE_WARN_BEGIN</a></div><div class="line"><a name="l00292"></a><span class="lineno"> 292</span>  CHECK(subgraph->GetLayers() == subgraph2.GetLayers());</div><div class="line"><a name="l00293"></a><span class="lineno"> 293</span>  CHECK(subgraph->GetInputSlots() == subgraph2.GetInputSlots());</div><div class="line"><a name="l00294"></a><span class="lineno"> 294</span>  CHECK(subgraph->GetOutputSlots() == subgraph2.GetOutputSlots());</div><div class="line"><a name="l00295"></a><span class="lineno"> 295</span>  <a class="code" href="_deprecated_8hpp.xhtml#ad762b11b48e5c1d1c1743f529485728a">ARMNN_NO_DEPRECATE_WARN_END</a></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="comment">// Move Constructor</span></div><div class="line"><a name="l00298"></a><span class="lineno"> 298</span>  <a class="code" href="classarmnn_1_1_subgraph_view.xhtml">SubgraphView</a> subgraph3(std::move(subgraph2));</div><div class="line"><a name="l00299"></a><span class="lineno"> 299</span>  CHECK(subgraph->GetIConnectableLayers() == subgraph3.GetIConnectableLayers());</div><div class="line"><a name="l00300"></a><span class="lineno"> 300</span>  CHECK(subgraph->GetIInputSlots() == subgraph3.GetIInputSlots());</div><div class="line"><a name="l00301"></a><span class="lineno"> 301</span>  CHECK(subgraph->GetIOutputSlots() == subgraph3.GetIOutputSlots());</div><div class="line"><a name="l00302"></a><span class="lineno"> 302</span> </div><div class="line"><a name="l00303"></a><span class="lineno"> 303</span>  <a class="code" href="_deprecated_8hpp.xhtml#ab66a241a0ed3ee89c866e777b035d0ed">ARMNN_NO_DEPRECATE_WARN_BEGIN</a></div><div class="line"><a name="l00304"></a><span class="lineno"> 304</span>  CHECK(subgraph->GetLayers() == subgraph3.GetLayers());</div><div class="line"><a name="l00305"></a><span class="lineno"> 305</span>  CHECK(subgraph->GetInputSlots() == subgraph3.GetInputSlots());</div><div class="line"><a name="l00306"></a><span class="lineno"> 306</span>  CHECK(subgraph->GetOutputSlots() == subgraph3.GetOutputSlots());</div><div class="line"><a name="l00307"></a><span class="lineno"> 307</span>  <a class="code" href="_deprecated_8hpp.xhtml#ad762b11b48e5c1d1c1743f529485728a">ARMNN_NO_DEPRECATE_WARN_END</a></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">// Clear</span></div><div class="line"><a name="l00310"></a><span class="lineno"> 310</span>  subgraph.get()->Clear();</div><div class="line"><a name="l00311"></a><span class="lineno"> 311</span>  CHECK(subgraph->GetIConnectableLayers().size() == 0);</div><div class="line"><a name="l00312"></a><span class="lineno"> 312</span>  CHECK(subgraph->GetIInputSlots().size() == 0);</div><div class="line"><a name="l00313"></a><span class="lineno"> 313</span>  CHECK(subgraph->GetIOutputSlots().size() == 0);</div><div class="line"><a name="l00314"></a><span class="lineno"> 314</span> }</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">// SubgraphViewBackwardCompatibilityTests Test Suite end</span></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="_deprecated_8hpp_xhtml_ab66a241a0ed3ee89c866e777b035d0ed"><div class="ttname"><a href="_deprecated_8hpp.xhtml#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.xhtml#l00033">Deprecated.hpp:33</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 &&... 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#l00420">Graph.hpp:420</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="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 &destination)</div><div class="ttdef"><b>Definition:</b> <a href="_layer_8cpp_source.xhtml#l00086">Layer.cpp:86</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 & 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#l00321">Layer.hpp:321</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="classarmnn_1_1_subgraph_view_xhtml_ad7c7687cd3542e5cbb45e56f9a9456e7"><div class="ttname"><a href="classarmnn_1_1_subgraph_view.xhtml#ad7c7687cd3542e5cbb45e56f9a9456e7">armnn::SubgraphView::IConnectableLayers</a></div><div class="ttdeci">std::list< IConnectableLayer * > IConnectableLayers</div><div class="ttdef"><b>Definition:</b> <a href="include_2armnn_2backends_2_subgraph_view_8hpp_source.xhtml#l00054">SubgraphView.hpp:54</a></div></div> +<div class="ttc" id="_deprecated_8hpp_xhtml_ad762b11b48e5c1d1c1743f529485728a"><div class="ttname"><a href="_deprecated_8hpp.xhtml#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.xhtml#l00034">Deprecated.hpp:34</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="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< SubgraphView > 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 &&inputs, SubgraphView::OutputSlots &&outputs, SubgraphView::Layers &&layers)</div><div class="ttdef"><b>Definition:</b> <a href="_common_test_utils_8cpp_source.xhtml#l00038">CommonTestUtils.cpp:38</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="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 & 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#l00323">Layer.hpp:323</a></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< INetwork, void(*)(INetwork *network)> 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_subgraph_view_xhtml_a74798938fdaeae75c8adfa4a7439e7f9"><div class="ttname"><a href="classarmnn_1_1_subgraph_view.xhtml#a74798938fdaeae75c8adfa4a7439e7f9">armnn::SubgraphView::Layers</a></div><div class="ttdeci">std::list< Layer * > Layers</div><div class="ttdef"><b>Definition:</b> <a href="include_2armnn_2backends_2_subgraph_view_8hpp_source.xhtml#l00053">SubgraphView.hpp:53</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><!-- fragment --> +</div> +</div> +<a id="a1fa636e76c49a4ad3d1ff928d7a2adcf"></a> +<h2 class="memtitle"><span class="permalink"><a href="#a1fa636e76c49a4ad3d1ff928d7a2adcf">◆ </a></span>TEST_SUITE() <span class="overload">[2/4]</span></h2> + +<div class="memitem"> +<div class="memproto"> + <table class="memname"> + <tr> + <td class="memname">TEST_SUITE </td> + <td>(</td> + <td class="paramtype">"SubgraphSubstitution" </td> + <td class="paramname"></td><td>)</td> + <td></td> + </tr> + </table> +</div><div class="memdoc"> + +<p class="definition">Definition at line <a class="el" href="_subgraph_view_tests_8cpp_source.xhtml#l00318">318</a> of file <a class="el" href="_subgraph_view_tests_8cpp_source.xhtml">SubgraphViewTests.cpp</a>.</p> + +<p class="reference">References <a class="el" href="_graph_8hpp_source.xhtml#l00420">Graph::AddLayer()</a>, <a class="el" href="_layer_8cpp_source.xhtml#l00086">OutputSlot::Connect()</a>, <a class="el" href="namespacearmnn.xhtml#ae2f04a162585c0a5222a537efd5456aea83c2c4e9b658ccafbcbe6309c5d84c64">armnn::CpuRef</a>, <a class="el" href="_network_8cpp_source.xhtml#l00492">INetwork::Create()</a>, <a class="el" href="_common_test_utils_8cpp_source.xhtml#l00012">CreateInputsFrom()</a>, <a class="el" href="_common_test_utils_8cpp_source.xhtml#l00025">CreateOutputsFrom()</a>, <a class="el" href="_common_test_utils_8cpp_source.xhtml#l00038">CreateSubgraphViewFrom()</a>, <a class="el" href="classarmnn_1_1_i_input_slot.xhtml#a81fbf6103761e55061b62ba989b00f10">IInputSlot::GetConnection()</a>, <a class="el" href="classarmnn_1_1_i_output_slot.xhtml#a9fffb92dc6d2edd5258d574a5862fc83">IOutputSlot::GetConnection()</a>, <a class="el" href="_layer_8hpp_source.xhtml#l00204">InputSlot::GetConnection()</a>, <a class="el" href="_layer_8cpp_source.xhtml#l00049">OutputSlot::GetConnection()</a>, <a class="el" href="classarmnn_1_1_i_connectable_layer.xhtml#a6ec9e0eb66d7d6a01240492a0b18104c">IConnectableLayer::GetInputSlot()</a>, <a class="el" href="_layer_8hpp_source.xhtml#l00321">Layer::GetInputSlot()</a>, <a class="el" href="classarmnn_1_1_i_connectable_layer.xhtml#a80ac4eda2e7f2757ec9dd96fc96dbd16">IConnectableLayer::GetOutputSlot()</a>, <a class="el" href="_layer_8hpp_source.xhtml#l00323">Layer::GetOutputSlot()</a>, and <a class="el" href="_graph_8cpp_source.xhtml#l00433">Graph::SubstituteSubgraph()</a>.</p> +<div class="fragment"><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> TEST_CASE(<span class="stringliteral">"SingleInputSingleOutput"</span>)</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>  <span class="comment">// Construct graph</span></div><div class="line"><a name="l00323"></a><span class="lineno"> 323</span>  <a class="code" href="classarmnn_1_1_graph.xhtml">Graph</a> graph;</div><div class="line"><a name="l00324"></a><span class="lineno"> 324</span> </div><div class="line"><a name="l00325"></a><span class="lineno"> 325</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> inputLayer = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_input_layer.xhtml">InputLayer</a>>(0, <span class="stringliteral">"input"</span>);</div><div class="line"><a name="l00326"></a><span class="lineno"> 326</span> </div><div class="line"><a name="l00327"></a><span class="lineno"> 327</span>  <a class="code" href="structarmnn_1_1_convolution2d_descriptor.xhtml">Convolution2dDescriptor</a> convDescriptor;</div><div class="line"><a name="l00328"></a><span class="lineno"> 328</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> convLayer1 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_convolution2d_layer.xhtml">Convolution2dLayer</a>>(convDescriptor, <span class="stringliteral">"conv1"</span>);</div><div class="line"><a name="l00329"></a><span class="lineno"> 329</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> convLayer2 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_convolution2d_layer.xhtml">Convolution2dLayer</a>>(convDescriptor, <span class="stringliteral">"conv2"</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>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> outputLayer = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_output_layer.xhtml">OutputLayer</a>>(0, <span class="stringliteral">"output"</span>);</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>  inputLayer-><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-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l00334"></a><span class="lineno"> 334</span>  convLayer1-><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->GetInputSlot(0));</div><div class="line"><a name="l00335"></a><span class="lineno"> 335</span>  convLayer2->GetOutputSlot(0).Connect(outputLayer->GetInputSlot(0));</div><div class="line"><a name="l00336"></a><span class="lineno"> 336</span> </div><div class="line"><a name="l00337"></a><span class="lineno"> 337</span>  <span class="comment">// Construct sub-graph</span></div><div class="line"><a name="l00338"></a><span class="lineno"> 338</span>  <a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#a4684a457c7786484375f06e9ab2d2265">SubgraphViewSelector::SubgraphViewPtr</a> subgraph =</div><div class="line"><a name="l00339"></a><span class="lineno"> 339</span>  <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>({},</div><div class="line"><a name="l00340"></a><span class="lineno"> 340</span>  CreateIInputsFrom({convLayer1}),</div><div class="line"><a name="l00341"></a><span class="lineno"> 341</span>  CreateIOutputsFrom({convLayer2}));</div><div class="line"><a name="l00342"></a><span class="lineno"> 342</span> </div><div class="line"><a name="l00343"></a><span class="lineno"> 343</span>  <span class="comment">// Save sub-graph connections for comparison after substitution</span></div><div class="line"><a name="l00344"></a><span class="lineno"> 344</span>  <span class="comment">// Using GetIInputSlot/GetIIOutputSlot functions</span></div><div class="line"><a name="l00345"></a><span class="lineno"> 345</span>  <a class="code" href="classarmnn_1_1_i_output_slot.xhtml">IOutputSlot</a>* subgraphInputConn = subgraph->GetIInputSlot(0)-><a class="code" href="classarmnn_1_1_i_output_slot.xhtml#a9fffb92dc6d2edd5258d574a5862fc83">GetConnection</a>();</div><div class="line"><a name="l00346"></a><span class="lineno"> 346</span>  <a class="code" href="classarmnn_1_1_i_input_slot.xhtml">IInputSlot</a>* subgraphOutputConn = subgraph->GetIOutputSlot(0)-><a class="code" href="classarmnn_1_1_i_input_slot.xhtml#a81fbf6103761e55061b62ba989b00f10">GetConnection</a>(0);</div><div class="line"><a name="l00347"></a><span class="lineno"> 347</span> </div><div class="line"><a name="l00348"></a><span class="lineno"> 348</span>  <span class="comment">// Construct dummy pre-compiled layer</span></div><div class="line"><a name="l00349"></a><span class="lineno"> 349</span>  <a class="code" href="structarmnn_1_1_pre_compiled_descriptor.xhtml">PreCompiledDescriptor</a> preCompiledDescriptor(1, 1);</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_i_connectable_layer.xhtml">IConnectableLayer</a>* <span class="keyword">const</span> preCompiledLayer =</div><div class="line"><a name="l00352"></a><span class="lineno"> 352</span>  graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_pre_compiled_layer.xhtml">PreCompiledLayer</a>>(preCompiledDescriptor, <span class="stringliteral">"pre-compiled"</span>);</div><div class="line"><a name="l00353"></a><span class="lineno"> 353</span> </div><div class="line"><a name="l00354"></a><span class="lineno"> 354</span>  <span class="comment">// Substitute sub-graph with pre-compiled layer</span></div><div class="line"><a name="l00355"></a><span class="lineno"> 355</span>  graph.<a class="code" href="classarmnn_1_1_graph.xhtml#aafbd4b469e47160017f409df8d077184">SubstituteSubgraph</a>(*subgraph, preCompiledLayer);</div><div class="line"><a name="l00356"></a><span class="lineno"> 356</span> </div><div class="line"><a name="l00357"></a><span class="lineno"> 357</span>  <span class="comment">// Check that connections are correct after substitution</span></div><div class="line"><a name="l00358"></a><span class="lineno"> 358</span>  CHECK_EQ(preCompiledLayer-><a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml#a6ec9e0eb66d7d6a01240492a0b18104c">GetInputSlot</a>(0).<a class="code" href="classarmnn_1_1_i_input_slot.xhtml#a81fbf6103761e55061b62ba989b00f10">GetConnection</a>(), subgraphInputConn);</div><div class="line"><a name="l00359"></a><span class="lineno"> 359</span>  CHECK_EQ(preCompiledLayer-><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#a9fffb92dc6d2edd5258d574a5862fc83">GetConnection</a>(0), subgraphOutputConn);</div><div class="line"><a name="l00360"></a><span class="lineno"> 360</span> }</div><div class="line"><a name="l00361"></a><span class="lineno"> 361</span> </div><div class="line"><a name="l00362"></a><span class="lineno"> 362</span> TEST_CASE(<span class="stringliteral">"SingleInputSingleOutputAddPrecompiledLayerSubstituteSubgraph1"</span>)</div><div class="line"><a name="l00363"></a><span class="lineno"> 363</span> {</div><div class="line"><a name="l00364"></a><span class="lineno"> 364</span>  <span class="comment">// Construct graph.</span></div><div class="line"><a name="l00365"></a><span class="lineno"> 365</span>  <a class="code" href="classarmnn_1_1_graph.xhtml">Graph</a> graph;</div><div class="line"><a name="l00366"></a><span class="lineno"> 366</span> </div><div class="line"><a name="l00367"></a><span class="lineno"> 367</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> inputLayer = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_input_layer.xhtml">InputLayer</a>>(0, <span class="stringliteral">"input"</span>);</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>  <a class="code" href="structarmnn_1_1_convolution2d_descriptor.xhtml">Convolution2dDescriptor</a> convDescriptor;</div><div class="line"><a name="l00370"></a><span class="lineno"> 370</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> convLayer1 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_convolution2d_layer.xhtml">Convolution2dLayer</a>>(convDescriptor, <span class="stringliteral">"conv1"</span>);</div><div class="line"><a name="l00371"></a><span class="lineno"> 371</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> convLayer2 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_convolution2d_layer.xhtml">Convolution2dLayer</a>>(convDescriptor, <span class="stringliteral">"conv2"</span>);</div><div class="line"><a name="l00372"></a><span class="lineno"> 372</span> </div><div class="line"><a name="l00373"></a><span class="lineno"> 373</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> outputLayer = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_output_layer.xhtml">OutputLayer</a>>(0, <span class="stringliteral">"output"</span>);</div><div class="line"><a name="l00374"></a><span class="lineno"> 374</span> </div><div class="line"><a name="l00375"></a><span class="lineno"> 375</span>  inputLayer-><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-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l00376"></a><span class="lineno"> 376</span>  convLayer1-><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->GetInputSlot(0));</div><div class="line"><a name="l00377"></a><span class="lineno"> 377</span>  convLayer2->GetOutputSlot(0).Connect(outputLayer->GetInputSlot(0));</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>  <span class="comment">// Construct sub-graph</span></div><div class="line"><a name="l00380"></a><span class="lineno"> 380</span>  <a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#a4684a457c7786484375f06e9ab2d2265">SubgraphViewSelector::SubgraphViewPtr</a> subgraph = <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>(<a class="code" href="_common_test_utils_8cpp.xhtml#a9892eac8f1b8ed9cea0baf643fb6d951">CreateInputsFrom</a>({convLayer1}),</div><div class="line"><a name="l00381"></a><span class="lineno"> 381</span>  <a class="code" href="_common_test_utils_8cpp.xhtml#ae405c72b6d52a1bf4b3471032e76e3f0">CreateOutputsFrom</a>({convLayer2}),</div><div class="line"><a name="l00382"></a><span class="lineno"> 382</span>  {});</div><div class="line"><a name="l00383"></a><span class="lineno"> 383</span> </div><div class="line"><a name="l00384"></a><span class="lineno"> 384</span>  <span class="comment">// Save sub-graph connections for comparison after substitution</span></div><div class="line"><a name="l00385"></a><span class="lineno"> 385</span>  <a class="code" href="classarmnn_1_1_i_output_slot.xhtml">IOutputSlot</a>* subgraphInputConn = subgraph->GetIInputSlot(0)-><a class="code" href="classarmnn_1_1_i_output_slot.xhtml#a9fffb92dc6d2edd5258d574a5862fc83">GetConnection</a>();</div><div class="line"><a name="l00386"></a><span class="lineno"> 386</span>  <a class="code" href="classarmnn_1_1_i_input_slot.xhtml">IInputSlot</a>* subgraphOutputConn = subgraph->GetIOutputSlot(0)-><a class="code" href="classarmnn_1_1_i_input_slot.xhtml#a81fbf6103761e55061b62ba989b00f10">GetConnection</a>(0);</div><div class="line"><a name="l00387"></a><span class="lineno"> 387</span> </div><div class="line"><a name="l00388"></a><span class="lineno"> 388</span>  <a class="code" href="structarmnn_1_1_pre_compiled_descriptor.xhtml">PreCompiledDescriptor</a> preCompiledDescriptor(1, 1);</div><div class="line"><a name="l00389"></a><span class="lineno"> 389</span>  <a class="code" href="namespacearmnn.xhtml#af362583b7b4c471c434cb0fdb86c2ae2">CompiledBlobPtr</a> compiledBlobPtr;</div><div class="line"><a name="l00390"></a><span class="lineno"> 390</span>  <a class="code" href="classarmnn_1_1_backend_id.xhtml">BackendId</a> backend = Compute::CpuRef;</div><div class="line"><a name="l00391"></a><span class="lineno"> 391</span> </div><div class="line"><a name="l00392"></a><span class="lineno"> 392</span>  <span class="comment">// Construct dummy pre-compiled layer</span></div><div class="line"><a name="l00393"></a><span class="lineno"> 393</span>  <a class="code" href="namespacearmnn.xhtml#ace74f6f9feb95a964a49d79458232703">INetworkPtr</a> network = INetwork::Create();</div><div class="line"><a name="l00394"></a><span class="lineno"> 394</span>  <a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml">IConnectableLayer</a>* preCompiledLayer = network->AddPrecompiledLayer(preCompiledDescriptor,</div><div class="line"><a name="l00395"></a><span class="lineno"> 395</span>  std::move(compiledBlobPtr),</div><div class="line"><a name="l00396"></a><span class="lineno"> 396</span>  backend);</div><div class="line"><a name="l00397"></a><span class="lineno"> 397</span> </div><div class="line"><a name="l00398"></a><span class="lineno"> 398</span>  <span class="comment">// Substitute sub-graph with pre-compiled layer</span></div><div class="line"><a name="l00399"></a><span class="lineno"> 399</span>  graph.<a class="code" href="classarmnn_1_1_graph.xhtml#aafbd4b469e47160017f409df8d077184">SubstituteSubgraph</a>(*subgraph, preCompiledLayer);</div><div class="line"><a name="l00400"></a><span class="lineno"> 400</span> </div><div class="line"><a name="l00401"></a><span class="lineno"> 401</span>  <span class="comment">// Check that connections are correct after substitution</span></div><div class="line"><a name="l00402"></a><span class="lineno"> 402</span>  CHECK_EQ(preCompiledLayer-><a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml#a6ec9e0eb66d7d6a01240492a0b18104c">GetInputSlot</a>(0).<a class="code" href="classarmnn_1_1_i_input_slot.xhtml#a81fbf6103761e55061b62ba989b00f10">GetConnection</a>(), subgraphInputConn);</div><div class="line"><a name="l00403"></a><span class="lineno"> 403</span>  CHECK_EQ(preCompiledLayer-><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#a9fffb92dc6d2edd5258d574a5862fc83">GetConnection</a>(0), subgraphOutputConn);</div><div class="line"><a name="l00404"></a><span class="lineno"> 404</span> }</div><div class="line"><a name="l00405"></a><span class="lineno"> 405</span> </div><div class="line"><a name="l00406"></a><span class="lineno"> 406</span> TEST_CASE(<span class="stringliteral">"SingleInputSingleOutputAddPrecompiledLayerSubstituteSubgraph2"</span>)</div><div class="line"><a name="l00407"></a><span class="lineno"> 407</span> {</div><div class="line"><a name="l00408"></a><span class="lineno"> 408</span>  <span class="comment">// Construct graph.</span></div><div class="line"><a name="l00409"></a><span class="lineno"> 409</span>  <a class="code" href="classarmnn_1_1_graph.xhtml">Graph</a> graph;</div><div class="line"><a name="l00410"></a><span class="lineno"> 410</span> </div><div class="line"><a name="l00411"></a><span class="lineno"> 411</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> inputLayer = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_input_layer.xhtml">InputLayer</a>>(0, <span class="stringliteral">"input"</span>);</div><div class="line"><a name="l00412"></a><span class="lineno"> 412</span> </div><div class="line"><a name="l00413"></a><span class="lineno"> 413</span>  <a class="code" href="structarmnn_1_1_convolution2d_descriptor.xhtml">Convolution2dDescriptor</a> convDescriptor;</div><div class="line"><a name="l00414"></a><span class="lineno"> 414</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> convLayer1 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_convolution2d_layer.xhtml">Convolution2dLayer</a>>(convDescriptor, <span class="stringliteral">"conv1"</span>);</div><div class="line"><a name="l00415"></a><span class="lineno"> 415</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> convLayer2 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_convolution2d_layer.xhtml">Convolution2dLayer</a>>(convDescriptor, <span class="stringliteral">"conv2"</span>);</div><div class="line"><a name="l00416"></a><span class="lineno"> 416</span> </div><div class="line"><a name="l00417"></a><span class="lineno"> 417</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> outputLayer = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_output_layer.xhtml">OutputLayer</a>>(0, <span class="stringliteral">"output"</span>);</div><div class="line"><a name="l00418"></a><span class="lineno"> 418</span> </div><div class="line"><a name="l00419"></a><span class="lineno"> 419</span>  inputLayer-><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-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l00420"></a><span class="lineno"> 420</span>  convLayer1-><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->GetInputSlot(0));</div><div class="line"><a name="l00421"></a><span class="lineno"> 421</span>  convLayer2->GetOutputSlot(0).Connect(outputLayer->GetInputSlot(0));</div><div class="line"><a name="l00422"></a><span class="lineno"> 422</span> </div><div class="line"><a name="l00423"></a><span class="lineno"> 423</span>  <span class="comment">// Construct sub-graph</span></div><div class="line"><a name="l00424"></a><span class="lineno"> 424</span>  <a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#a4684a457c7786484375f06e9ab2d2265">SubgraphViewSelector::SubgraphViewPtr</a> subgraph = <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>(<a class="code" href="_common_test_utils_8cpp.xhtml#a9892eac8f1b8ed9cea0baf643fb6d951">CreateInputsFrom</a>({convLayer1}),</div><div class="line"><a name="l00425"></a><span class="lineno"> 425</span>  <a class="code" href="_common_test_utils_8cpp.xhtml#ae405c72b6d52a1bf4b3471032e76e3f0">CreateOutputsFrom</a>({convLayer2}),</div><div class="line"><a name="l00426"></a><span class="lineno"> 426</span>  {});</div><div class="line"><a name="l00427"></a><span class="lineno"> 427</span> </div><div class="line"><a name="l00428"></a><span class="lineno"> 428</span>  <span class="comment">// Save sub-graph connections for comparison after substitution</span></div><div class="line"><a name="l00429"></a><span class="lineno"> 429</span>  <a class="code" href="classarmnn_1_1_i_output_slot.xhtml">IOutputSlot</a>* subgraphInputConn = subgraph->GetIInputSlot(0)-><a class="code" href="classarmnn_1_1_i_output_slot.xhtml#a9fffb92dc6d2edd5258d574a5862fc83">GetConnection</a>();</div><div class="line"><a name="l00430"></a><span class="lineno"> 430</span>  <a class="code" href="classarmnn_1_1_i_input_slot.xhtml">IInputSlot</a>* subgraphOutputConn = subgraph->GetIOutputSlot(0)-><a class="code" href="classarmnn_1_1_i_input_slot.xhtml#a81fbf6103761e55061b62ba989b00f10">GetConnection</a>(0);</div><div class="line"><a name="l00431"></a><span class="lineno"> 431</span> </div><div class="line"><a name="l00432"></a><span class="lineno"> 432</span>  <a class="code" href="structarmnn_1_1_pre_compiled_descriptor.xhtml">PreCompiledDescriptor</a> preCompiledDescriptor(1, 1);</div><div class="line"><a name="l00433"></a><span class="lineno"> 433</span>  <a class="code" href="namespacearmnn.xhtml#af362583b7b4c471c434cb0fdb86c2ae2">CompiledBlobPtr</a> compiledBlobPtr;</div><div class="line"><a name="l00434"></a><span class="lineno"> 434</span>  <a class="code" href="classarmnn_1_1_backend_id.xhtml">BackendId</a> backend = Compute::CpuRef;</div><div class="line"><a name="l00435"></a><span class="lineno"> 435</span> </div><div class="line"><a name="l00436"></a><span class="lineno"> 436</span>  <span class="comment">// Construct dummy pre-compiled layer</span></div><div class="line"><a name="l00437"></a><span class="lineno"> 437</span>  <a class="code" href="namespacearmnn.xhtml#ace74f6f9feb95a964a49d79458232703">INetworkPtr</a> network = INetwork::Create();</div><div class="line"><a name="l00438"></a><span class="lineno"> 438</span>  <a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml">IConnectableLayer</a>* preCompiledLayer = network->AddPrecompiledLayer(preCompiledDescriptor,</div><div class="line"><a name="l00439"></a><span class="lineno"> 439</span>  std::move(compiledBlobPtr),</div><div class="line"><a name="l00440"></a><span class="lineno"> 440</span>  backend);</div><div class="line"><a name="l00441"></a><span class="lineno"> 441</span>  <a class="code" href="classarmnn_1_1_subgraph_view.xhtml">SubgraphView</a> substituteSubgraph(preCompiledLayer);</div><div class="line"><a name="l00442"></a><span class="lineno"> 442</span> </div><div class="line"><a name="l00443"></a><span class="lineno"> 443</span>  <span class="comment">// Substitute sub-graph with pre-compiled layer</span></div><div class="line"><a name="l00444"></a><span class="lineno"> 444</span>  graph.<a class="code" href="classarmnn_1_1_graph.xhtml#aafbd4b469e47160017f409df8d077184">SubstituteSubgraph</a>(*subgraph, substituteSubgraph);</div><div class="line"><a name="l00445"></a><span class="lineno"> 445</span> </div><div class="line"><a name="l00446"></a><span class="lineno"> 446</span>  <span class="comment">// Check that connections are correct after substitution</span></div><div class="line"><a name="l00447"></a><span class="lineno"> 447</span>  CHECK_EQ(preCompiledLayer-><a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml#a6ec9e0eb66d7d6a01240492a0b18104c">GetInputSlot</a>(0).<a class="code" href="classarmnn_1_1_i_input_slot.xhtml#a81fbf6103761e55061b62ba989b00f10">GetConnection</a>(), subgraphInputConn);</div><div class="line"><a name="l00448"></a><span class="lineno"> 448</span>  CHECK_EQ(preCompiledLayer-><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#a9fffb92dc6d2edd5258d574a5862fc83">GetConnection</a>(0), subgraphOutputConn);</div><div class="line"><a name="l00449"></a><span class="lineno"> 449</span> }</div><div class="line"><a name="l00450"></a><span class="lineno"> 450</span> </div><div class="line"><a name="l00451"></a><span class="lineno"> 451</span> TEST_CASE(<span class="stringliteral">"SingleInputSingleOutputSubstituteGraph"</span>)</div><div class="line"><a name="l00452"></a><span class="lineno"> 452</span> {</div><div class="line"><a name="l00453"></a><span class="lineno"> 453</span>  <span class="comment">// Construct graph</span></div><div class="line"><a name="l00454"></a><span class="lineno"> 454</span>  <a class="code" href="classarmnn_1_1_graph.xhtml">Graph</a> graph;</div><div class="line"><a name="l00455"></a><span class="lineno"> 455</span> </div><div class="line"><a name="l00456"></a><span class="lineno"> 456</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> inputLayer = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_input_layer.xhtml">InputLayer</a>>(0, <span class="stringliteral">"input"</span>);</div><div class="line"><a name="l00457"></a><span class="lineno"> 457</span> </div><div class="line"><a name="l00458"></a><span class="lineno"> 458</span>  <a class="code" href="structarmnn_1_1_convolution2d_descriptor.xhtml">Convolution2dDescriptor</a> convDescriptor;</div><div class="line"><a name="l00459"></a><span class="lineno"> 459</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> convLayer1 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_convolution2d_layer.xhtml">Convolution2dLayer</a>>(convDescriptor, <span class="stringliteral">"conv1"</span>);</div><div class="line"><a name="l00460"></a><span class="lineno"> 460</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> convLayer2 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_convolution2d_layer.xhtml">Convolution2dLayer</a>>(convDescriptor, <span class="stringliteral">"conv2"</span>);</div><div class="line"><a name="l00461"></a><span class="lineno"> 461</span> </div><div class="line"><a name="l00462"></a><span class="lineno"> 462</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> outputLayer = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_output_layer.xhtml">OutputLayer</a>>(0, <span class="stringliteral">"output"</span>);</div><div class="line"><a name="l00463"></a><span class="lineno"> 463</span> </div><div class="line"><a name="l00464"></a><span class="lineno"> 464</span>  inputLayer-><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-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l00465"></a><span class="lineno"> 465</span>  convLayer1-><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->GetInputSlot(0));</div><div class="line"><a name="l00466"></a><span class="lineno"> 466</span>  convLayer2->GetOutputSlot(0).Connect(outputLayer->GetInputSlot(0));</div><div class="line"><a name="l00467"></a><span class="lineno"> 467</span> </div><div class="line"><a name="l00468"></a><span class="lineno"> 468</span>  <span class="comment">// Construct sub-graph</span></div><div class="line"><a name="l00469"></a><span class="lineno"> 469</span>  <a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#a4684a457c7786484375f06e9ab2d2265">SubgraphViewSelector::SubgraphViewPtr</a> subgraph =</div><div class="line"><a name="l00470"></a><span class="lineno"> 470</span>  <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>(<a class="code" href="_common_test_utils_8cpp.xhtml#a9892eac8f1b8ed9cea0baf643fb6d951">CreateInputsFrom</a>({convLayer1}),</div><div class="line"><a name="l00471"></a><span class="lineno"> 471</span>  <a class="code" href="_common_test_utils_8cpp.xhtml#ae405c72b6d52a1bf4b3471032e76e3f0">CreateOutputsFrom</a>({convLayer2}),</div><div class="line"><a name="l00472"></a><span class="lineno"> 472</span>  {});</div><div class="line"><a name="l00473"></a><span class="lineno"> 473</span> </div><div class="line"><a name="l00474"></a><span class="lineno"> 474</span>  <span class="comment">// Save sub-graph connections for comparison after substitution</span></div><div class="line"><a name="l00475"></a><span class="lineno"> 475</span>  <a class="code" href="classarmnn_1_1_i_output_slot.xhtml">IOutputSlot</a>* subgraphInputConn = subgraph->GetIInputSlot(0)-><a class="code" href="classarmnn_1_1_i_output_slot.xhtml#a9fffb92dc6d2edd5258d574a5862fc83">GetConnection</a>();</div><div class="line"><a name="l00476"></a><span class="lineno"> 476</span>  <a class="code" href="classarmnn_1_1_i_input_slot.xhtml">IInputSlot</a>* subgraphOutputConn = subgraph->GetIOutputSlot(0)-><a class="code" href="classarmnn_1_1_i_input_slot.xhtml#a81fbf6103761e55061b62ba989b00f10">GetConnection</a>(0);</div><div class="line"><a name="l00477"></a><span class="lineno"> 477</span> </div><div class="line"><a name="l00478"></a><span class="lineno"> 478</span>  <span class="comment">// Construct second graph with a single pre-compiled layer</span></div><div class="line"><a name="l00479"></a><span class="lineno"> 479</span>  <a class="code" href="classarmnn_1_1_graph.xhtml">Graph</a> substituteGraph;</div><div class="line"><a name="l00480"></a><span class="lineno"> 480</span>  <a class="code" href="structarmnn_1_1_pre_compiled_descriptor.xhtml">PreCompiledDescriptor</a> preCompiledDescriptor(1, 1);</div><div class="line"><a name="l00481"></a><span class="lineno"> 481</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> preCompiledLayer = substituteGraph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_pre_compiled_layer.xhtml">PreCompiledLayer</a>>(preCompiledDescriptor, <span class="stringliteral">"pre-compiled"</span>);</div><div class="line"><a name="l00482"></a><span class="lineno"> 482</span> </div><div class="line"><a name="l00483"></a><span class="lineno"> 483</span>  <a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#a4684a457c7786484375f06e9ab2d2265">SubgraphViewSelector::SubgraphViewPtr</a> substituteSubgraph =</div><div class="line"><a name="l00484"></a><span class="lineno"> 484</span>  <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>(<a class="code" href="_common_test_utils_8cpp.xhtml#a9892eac8f1b8ed9cea0baf643fb6d951">CreateInputsFrom</a>({preCompiledLayer}),</div><div class="line"><a name="l00485"></a><span class="lineno"> 485</span>  <a class="code" href="_common_test_utils_8cpp.xhtml#ae405c72b6d52a1bf4b3471032e76e3f0">CreateOutputsFrom</a>({preCompiledLayer}),</div><div class="line"><a name="l00486"></a><span class="lineno"> 486</span>  {preCompiledLayer});</div><div class="line"><a name="l00487"></a><span class="lineno"> 487</span>  <span class="comment">// Substitute subgraph with pre-compiled layer</span></div><div class="line"><a name="l00488"></a><span class="lineno"> 488</span>  graph.<a class="code" href="classarmnn_1_1_graph.xhtml#aafbd4b469e47160017f409df8d077184">SubstituteSubgraph</a>(*subgraph, *substituteSubgraph);</div><div class="line"><a name="l00489"></a><span class="lineno"> 489</span> </div><div class="line"><a name="l00490"></a><span class="lineno"> 490</span>  <span class="comment">// Check that connections are correct after substitution</span></div><div class="line"><a name="l00491"></a><span class="lineno"> 491</span>  CHECK_EQ(preCompiledLayer-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0).<a class="code" href="classarmnn_1_1_input_slot.xhtml#a3153abb7c0c0a84629079b2fac7db54f">GetConnection</a>(), subgraphInputConn);</div><div class="line"><a name="l00492"></a><span class="lineno"> 492</span>  CHECK_EQ(preCompiledLayer-><a class="code" href="classarmnn_1_1_layer.xhtml#a0e36688a43c35668d8db5257274c68fe">GetOutputSlot</a>(0).<a class="code" href="classarmnn_1_1_output_slot.xhtml#a048e8c1536cf6b8871b093a73a4a3a85">GetConnection</a>(0), subgraphOutputConn);</div><div class="line"><a name="l00493"></a><span class="lineno"> 493</span> }</div><div class="line"><a name="l00494"></a><span class="lineno"> 494</span> </div><div class="line"><a name="l00495"></a><span class="lineno"> 495</span> TEST_CASE(<span class="stringliteral">"MultiInputSingleOutput"</span>)</div><div class="line"><a name="l00496"></a><span class="lineno"> 496</span> {</div><div class="line"><a name="l00497"></a><span class="lineno"> 497</span>  <span class="comment">// Construct graph</span></div><div class="line"><a name="l00498"></a><span class="lineno"> 498</span>  <a class="code" href="classarmnn_1_1_graph.xhtml">Graph</a> graph;</div><div class="line"><a name="l00499"></a><span class="lineno"> 499</span> </div><div class="line"><a name="l00500"></a><span class="lineno"> 500</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> inputLayer = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_input_layer.xhtml">InputLayer</a>>(0, <span class="stringliteral">"input"</span>);</div><div class="line"><a name="l00501"></a><span class="lineno"> 501</span> </div><div class="line"><a name="l00502"></a><span class="lineno"> 502</span>  <a class="code" href="structarmnn_1_1_views_descriptor.xhtml">ViewsDescriptor</a> splitterDescriptor(2);</div><div class="line"><a name="l00503"></a><span class="lineno"> 503</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> splitterLayer = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_splitter_layer.xhtml">SplitterLayer</a>>(splitterDescriptor, <span class="stringliteral">"splitter"</span>);</div><div class="line"><a name="l00504"></a><span class="lineno"> 504</span> </div><div class="line"><a name="l00505"></a><span class="lineno"> 505</span>  <a class="code" href="structarmnn_1_1_convolution2d_descriptor.xhtml">Convolution2dDescriptor</a> convDescriptor;</div><div class="line"><a name="l00506"></a><span class="lineno"> 506</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> convLayer1 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_convolution2d_layer.xhtml">Convolution2dLayer</a>>(convDescriptor, <span class="stringliteral">"conv1"</span>);</div><div class="line"><a name="l00507"></a><span class="lineno"> 507</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> convLayer2 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_convolution2d_layer.xhtml">Convolution2dLayer</a>>(convDescriptor, <span class="stringliteral">"conv2"</span>);</div><div class="line"><a name="l00508"></a><span class="lineno"> 508</span> </div><div class="line"><a name="l00509"></a><span class="lineno"> 509</span>  <a class="code" href="structarmnn_1_1_origins_descriptor.xhtml">OriginsDescriptor</a> concatDescriptor(2);</div><div class="line"><a name="l00510"></a><span class="lineno"> 510</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> concatLayer = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_concat_layer.xhtml">ConcatLayer</a>>(concatDescriptor, <span class="stringliteral">"concat"</span>);</div><div class="line"><a name="l00511"></a><span class="lineno"> 511</span> </div><div class="line"><a name="l00512"></a><span class="lineno"> 512</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> outputLayer = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_output_layer.xhtml">OutputLayer</a>>(0, <span class="stringliteral">"output"</span>);</div><div class="line"><a name="l00513"></a><span class="lineno"> 513</span> </div><div class="line"><a name="l00514"></a><span class="lineno"> 514</span>  inputLayer-><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>(splitterLayer-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l00515"></a><span class="lineno"> 515</span>  splitterLayer-><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-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l00516"></a><span class="lineno"> 516</span>  splitterLayer-><a class="code" href="classarmnn_1_1_layer.xhtml#a0e36688a43c35668d8db5257274c68fe">GetOutputSlot</a>(1).<a class="code" href="classarmnn_1_1_output_slot.xhtml#adcfb97035799ea4c043f9ef370714815">Connect</a>(convLayer2->GetInputSlot(0));</div><div class="line"><a name="l00517"></a><span class="lineno"> 517</span>  convLayer1-><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>(concatLayer-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l00518"></a><span class="lineno"> 518</span>  convLayer2->GetOutputSlot(0).Connect(concatLayer-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(1));</div><div class="line"><a name="l00519"></a><span class="lineno"> 519</span>  concatLayer-><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>(outputLayer->GetInputSlot(0));</div><div class="line"><a name="l00520"></a><span class="lineno"> 520</span> </div><div class="line"><a name="l00521"></a><span class="lineno"> 521</span>  <span class="comment">// Construct sub-graph</span></div><div class="line"><a name="l00522"></a><span class="lineno"> 522</span>  <span class="keyword">auto</span> subgraph = <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>(<a class="code" href="_common_test_utils_8cpp.xhtml#a9892eac8f1b8ed9cea0baf643fb6d951">CreateInputsFrom</a>({convLayer1, convLayer2}),</div><div class="line"><a name="l00523"></a><span class="lineno"> 523</span>  <a class="code" href="_common_test_utils_8cpp.xhtml#ae405c72b6d52a1bf4b3471032e76e3f0">CreateOutputsFrom</a>({concatLayer}),</div><div class="line"><a name="l00524"></a><span class="lineno"> 524</span>  {});</div><div class="line"><a name="l00525"></a><span class="lineno"> 525</span> </div><div class="line"><a name="l00526"></a><span class="lineno"> 526</span>  <span class="comment">// Save sub-graph connections for comparison after substitution</span></div><div class="line"><a name="l00527"></a><span class="lineno"> 527</span>  <a class="code" href="classarmnn_1_1_i_output_slot.xhtml">IOutputSlot</a>* subgraphInputConn1 = subgraph->GetIInputSlot(0)-><a class="code" href="classarmnn_1_1_i_output_slot.xhtml#a9fffb92dc6d2edd5258d574a5862fc83">GetConnection</a>();</div><div class="line"><a name="l00528"></a><span class="lineno"> 528</span>  <a class="code" href="classarmnn_1_1_i_output_slot.xhtml">IOutputSlot</a>* subgraphInputConn2 = subgraph->GetIInputSlot(1)-><a class="code" href="classarmnn_1_1_i_output_slot.xhtml#a9fffb92dc6d2edd5258d574a5862fc83">GetConnection</a>();</div><div class="line"><a name="l00529"></a><span class="lineno"> 529</span> </div><div class="line"><a name="l00530"></a><span class="lineno"> 530</span>  <a class="code" href="classarmnn_1_1_i_input_slot.xhtml">IInputSlot</a>* subgraphOutputConn = subgraph->GetIOutputSlot(0)-><a class="code" href="classarmnn_1_1_i_input_slot.xhtml#a81fbf6103761e55061b62ba989b00f10">GetConnection</a>(0);</div><div class="line"><a name="l00531"></a><span class="lineno"> 531</span> </div><div class="line"><a name="l00532"></a><span class="lineno"> 532</span>  <span class="comment">// Construct dummy pre-compiled layer</span></div><div class="line"><a name="l00533"></a><span class="lineno"> 533</span>  <a class="code" href="structarmnn_1_1_pre_compiled_descriptor.xhtml">PreCompiledDescriptor</a> preCompiledDescriptor(2, 1);</div><div class="line"><a name="l00534"></a><span class="lineno"> 534</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> preCompiledLayer = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_pre_compiled_layer.xhtml">PreCompiledLayer</a>>(preCompiledDescriptor, <span class="stringliteral">"pre-compiled"</span>);</div><div class="line"><a name="l00535"></a><span class="lineno"> 535</span> </div><div class="line"><a name="l00536"></a><span class="lineno"> 536</span>  <span class="comment">// Substitute sub-graph with pre-compiled layer</span></div><div class="line"><a name="l00537"></a><span class="lineno"> 537</span>  graph.<a class="code" href="classarmnn_1_1_graph.xhtml#aafbd4b469e47160017f409df8d077184">SubstituteSubgraph</a>(*subgraph, preCompiledLayer);</div><div class="line"><a name="l00538"></a><span class="lineno"> 538</span> </div><div class="line"><a name="l00539"></a><span class="lineno"> 539</span>  <span class="comment">// Check that connections are correct after substitution</span></div><div class="line"><a name="l00540"></a><span class="lineno"> 540</span>  CHECK_EQ(preCompiledLayer-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0).<a class="code" href="classarmnn_1_1_input_slot.xhtml#a3153abb7c0c0a84629079b2fac7db54f">GetConnection</a>(), subgraphInputConn1);</div><div class="line"><a name="l00541"></a><span class="lineno"> 541</span>  CHECK_EQ(preCompiledLayer-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(1).<a class="code" href="classarmnn_1_1_input_slot.xhtml#a3153abb7c0c0a84629079b2fac7db54f">GetConnection</a>(), subgraphInputConn2);</div><div class="line"><a name="l00542"></a><span class="lineno"> 542</span> </div><div class="line"><a name="l00543"></a><span class="lineno"> 543</span>  CHECK_EQ(preCompiledLayer-><a class="code" href="classarmnn_1_1_layer.xhtml#a0e36688a43c35668d8db5257274c68fe">GetOutputSlot</a>(0).<a class="code" href="classarmnn_1_1_output_slot.xhtml#a048e8c1536cf6b8871b093a73a4a3a85">GetConnection</a>(0), subgraphOutputConn);</div><div class="line"><a name="l00544"></a><span class="lineno"> 544</span> }</div><div class="line"><a name="l00545"></a><span class="lineno"> 545</span> </div><div class="line"><a name="l00546"></a><span class="lineno"> 546</span> TEST_CASE(<span class="stringliteral">"SingleInputMultiOutput"</span>)</div><div class="line"><a name="l00547"></a><span class="lineno"> 547</span> {</div><div class="line"><a name="l00548"></a><span class="lineno"> 548</span>  <span class="comment">// Construct graph</span></div><div class="line"><a name="l00549"></a><span class="lineno"> 549</span>  <a class="code" href="classarmnn_1_1_graph.xhtml">Graph</a> graph;</div><div class="line"><a name="l00550"></a><span class="lineno"> 550</span> </div><div class="line"><a name="l00551"></a><span class="lineno"> 551</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> inputLayer = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_input_layer.xhtml">InputLayer</a>>(0, <span class="stringliteral">"input"</span>);</div><div class="line"><a name="l00552"></a><span class="lineno"> 552</span> </div><div class="line"><a name="l00553"></a><span class="lineno"> 553</span>  <a class="code" href="structarmnn_1_1_convolution2d_descriptor.xhtml">Convolution2dDescriptor</a> convDescriptor;</div><div class="line"><a name="l00554"></a><span class="lineno"> 554</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> convLayer1 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_convolution2d_layer.xhtml">Convolution2dLayer</a>>(convDescriptor, <span class="stringliteral">"conv1"</span>);</div><div class="line"><a name="l00555"></a><span class="lineno"> 555</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> convLayer2 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_convolution2d_layer.xhtml">Convolution2dLayer</a>>(convDescriptor, <span class="stringliteral">"conv2"</span>);</div><div class="line"><a name="l00556"></a><span class="lineno"> 556</span>  <a class="code" href="structarmnn_1_1_origins_descriptor.xhtml">OriginsDescriptor</a> concatDescriptor(2);</div><div class="line"><a name="l00557"></a><span class="lineno"> 557</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> concatLayer = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_concat_layer.xhtml">ConcatLayer</a>>(concatDescriptor, <span class="stringliteral">"concat"</span>);</div><div class="line"><a name="l00558"></a><span class="lineno"> 558</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> outputLayer = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_output_layer.xhtml">OutputLayer</a>>(0, <span class="stringliteral">"output"</span>);</div><div class="line"><a name="l00559"></a><span class="lineno"> 559</span> </div><div class="line"><a name="l00560"></a><span class="lineno"> 560</span>  <a class="code" href="structarmnn_1_1_views_descriptor.xhtml">ViewsDescriptor</a> splitterDescriptor(2);</div><div class="line"><a name="l00561"></a><span class="lineno"> 561</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> splitterLayer = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_splitter_layer.xhtml">SplitterLayer</a>>(splitterDescriptor, <span class="stringliteral">"splitter"</span>);</div><div class="line"><a name="l00562"></a><span class="lineno"> 562</span> </div><div class="line"><a name="l00563"></a><span class="lineno"> 563</span>  inputLayer-><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>(splitterLayer-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l00564"></a><span class="lineno"> 564</span>  splitterLayer-><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-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l00565"></a><span class="lineno"> 565</span>  splitterLayer-><a class="code" href="classarmnn_1_1_layer.xhtml#a0e36688a43c35668d8db5257274c68fe">GetOutputSlot</a>(1).<a class="code" href="classarmnn_1_1_output_slot.xhtml#adcfb97035799ea4c043f9ef370714815">Connect</a>(convLayer2->GetInputSlot(0));</div><div class="line"><a name="l00566"></a><span class="lineno"> 566</span>  convLayer1-><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>(concatLayer-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l00567"></a><span class="lineno"> 567</span>  convLayer2->GetOutputSlot(0).Connect(concatLayer-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(1));</div><div class="line"><a name="l00568"></a><span class="lineno"> 568</span>  concatLayer-><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>(outputLayer->GetInputSlot(0));</div><div class="line"><a name="l00569"></a><span class="lineno"> 569</span> </div><div class="line"><a name="l00570"></a><span class="lineno"> 570</span>  <span class="comment">// Construct sub-graph</span></div><div class="line"><a name="l00571"></a><span class="lineno"> 571</span>  <a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#a4684a457c7786484375f06e9ab2d2265">SubgraphViewSelector::SubgraphViewPtr</a> subgraph =</div><div class="line"><a name="l00572"></a><span class="lineno"> 572</span>  <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>(<a class="code" href="_common_test_utils_8cpp.xhtml#a9892eac8f1b8ed9cea0baf643fb6d951">CreateInputsFrom</a>({splitterLayer}),</div><div class="line"><a name="l00573"></a><span class="lineno"> 573</span>  <a class="code" href="_common_test_utils_8cpp.xhtml#ae405c72b6d52a1bf4b3471032e76e3f0">CreateOutputsFrom</a>({convLayer1, convLayer2}),</div><div class="line"><a name="l00574"></a><span class="lineno"> 574</span>  {});</div><div class="line"><a name="l00575"></a><span class="lineno"> 575</span> </div><div class="line"><a name="l00576"></a><span class="lineno"> 576</span>  <span class="comment">// Save sub-graph connections for comparison after substitution</span></div><div class="line"><a name="l00577"></a><span class="lineno"> 577</span>  <a class="code" href="classarmnn_1_1_i_output_slot.xhtml">IOutputSlot</a>* subgraphInputConn1 = subgraph->GetIInputSlot(0)-><a class="code" href="classarmnn_1_1_i_output_slot.xhtml#a9fffb92dc6d2edd5258d574a5862fc83">GetConnection</a>();</div><div class="line"><a name="l00578"></a><span class="lineno"> 578</span> </div><div class="line"><a name="l00579"></a><span class="lineno"> 579</span>  <a class="code" href="classarmnn_1_1_i_input_slot.xhtml">IInputSlot</a>* subgraphOutputConn1 = subgraph->GetIOutputSlot(0)-><a class="code" href="classarmnn_1_1_i_input_slot.xhtml#a81fbf6103761e55061b62ba989b00f10">GetConnection</a>(0);</div><div class="line"><a name="l00580"></a><span class="lineno"> 580</span>  <a class="code" href="classarmnn_1_1_i_input_slot.xhtml">IInputSlot</a>* subgraphOutputConn2 = subgraph->GetIOutputSlot(1)-><a class="code" href="classarmnn_1_1_i_input_slot.xhtml#a81fbf6103761e55061b62ba989b00f10">GetConnection</a>(0);</div><div class="line"><a name="l00581"></a><span class="lineno"> 581</span> </div><div class="line"><a name="l00582"></a><span class="lineno"> 582</span>  <span class="comment">// Construct dummy pre-compiled layer</span></div><div class="line"><a name="l00583"></a><span class="lineno"> 583</span>  <a class="code" href="structarmnn_1_1_pre_compiled_descriptor.xhtml">PreCompiledDescriptor</a> preCompiledDescriptor(1, 2);</div><div class="line"><a name="l00584"></a><span class="lineno"> 584</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> preCompiledLayer = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_pre_compiled_layer.xhtml">PreCompiledLayer</a>>(preCompiledDescriptor, <span class="stringliteral">"pre-compiled"</span>);</div><div class="line"><a name="l00585"></a><span class="lineno"> 585</span> </div><div class="line"><a name="l00586"></a><span class="lineno"> 586</span>  <span class="comment">// Substitute sub-graph with pre-compiled layer</span></div><div class="line"><a name="l00587"></a><span class="lineno"> 587</span>  graph.<a class="code" href="classarmnn_1_1_graph.xhtml#aafbd4b469e47160017f409df8d077184">SubstituteSubgraph</a>(*subgraph, preCompiledLayer);</div><div class="line"><a name="l00588"></a><span class="lineno"> 588</span> </div><div class="line"><a name="l00589"></a><span class="lineno"> 589</span>  <span class="comment">// Check that connections are correct after substitution</span></div><div class="line"><a name="l00590"></a><span class="lineno"> 590</span>  CHECK_EQ(preCompiledLayer-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0).<a class="code" href="classarmnn_1_1_input_slot.xhtml#a3153abb7c0c0a84629079b2fac7db54f">GetConnection</a>(), subgraphInputConn1);</div><div class="line"><a name="l00591"></a><span class="lineno"> 591</span> </div><div class="line"><a name="l00592"></a><span class="lineno"> 592</span>  CHECK_EQ(preCompiledLayer-><a class="code" href="classarmnn_1_1_layer.xhtml#a0e36688a43c35668d8db5257274c68fe">GetOutputSlot</a>(0).<a class="code" href="classarmnn_1_1_output_slot.xhtml#a048e8c1536cf6b8871b093a73a4a3a85">GetConnection</a>(0), subgraphOutputConn1);</div><div class="line"><a name="l00593"></a><span class="lineno"> 593</span>  CHECK_EQ(preCompiledLayer-><a class="code" href="classarmnn_1_1_layer.xhtml#a0e36688a43c35668d8db5257274c68fe">GetOutputSlot</a>(1).<a class="code" href="classarmnn_1_1_output_slot.xhtml#a048e8c1536cf6b8871b093a73a4a3a85">GetConnection</a>(0), subgraphOutputConn2);</div><div class="line"><a name="l00594"></a><span class="lineno"> 594</span> }</div><div class="line"><a name="l00595"></a><span class="lineno"> 595</span> </div><div class="line"><a name="l00596"></a><span class="lineno"> 596</span> TEST_CASE(<span class="stringliteral">"MultiInputMultiOutput"</span>)</div><div class="line"><a name="l00597"></a><span class="lineno"> 597</span> {</div><div class="line"><a name="l00598"></a><span class="lineno"> 598</span>  <span class="comment">// Construct graph</span></div><div class="line"><a name="l00599"></a><span class="lineno"> 599</span>  <a class="code" href="classarmnn_1_1_graph.xhtml">Graph</a> graph;</div><div class="line"><a name="l00600"></a><span class="lineno"> 600</span> </div><div class="line"><a name="l00601"></a><span class="lineno"> 601</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> inputLayer = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_input_layer.xhtml">InputLayer</a>>(0, <span class="stringliteral">"input"</span>);</div><div class="line"><a name="l00602"></a><span class="lineno"> 602</span> </div><div class="line"><a name="l00603"></a><span class="lineno"> 603</span>  <a class="code" href="structarmnn_1_1_views_descriptor.xhtml">ViewsDescriptor</a> splitterDescriptor(2);</div><div class="line"><a name="l00604"></a><span class="lineno"> 604</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> splitterLayer = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_splitter_layer.xhtml">SplitterLayer</a>>(splitterDescriptor, <span class="stringliteral">"splitter"</span>);</div><div class="line"><a name="l00605"></a><span class="lineno"> 605</span> </div><div class="line"><a name="l00606"></a><span class="lineno"> 606</span>  <a class="code" href="structarmnn_1_1_convolution2d_descriptor.xhtml">Convolution2dDescriptor</a> convDescriptor;</div><div class="line"><a name="l00607"></a><span class="lineno"> 607</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> convLayer1 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_convolution2d_layer.xhtml">Convolution2dLayer</a>>(convDescriptor, <span class="stringliteral">"conv1"</span>);</div><div class="line"><a name="l00608"></a><span class="lineno"> 608</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> convLayer2 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_convolution2d_layer.xhtml">Convolution2dLayer</a>>(convDescriptor, <span class="stringliteral">"conv2"</span>);</div><div class="line"><a name="l00609"></a><span class="lineno"> 609</span> </div><div class="line"><a name="l00610"></a><span class="lineno"> 610</span>  <a class="code" href="structarmnn_1_1_origins_descriptor.xhtml">OriginsDescriptor</a> concatDescriptor(2);</div><div class="line"><a name="l00611"></a><span class="lineno"> 611</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> concatLayer = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_concat_layer.xhtml">ConcatLayer</a>>(concatDescriptor, <span class="stringliteral">"concat"</span>);</div><div class="line"><a name="l00612"></a><span class="lineno"> 612</span> </div><div class="line"><a name="l00613"></a><span class="lineno"> 613</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> outputLayer = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_output_layer.xhtml">OutputLayer</a>>(0, <span class="stringliteral">"output"</span>);</div><div class="line"><a name="l00614"></a><span class="lineno"> 614</span> </div><div class="line"><a name="l00615"></a><span class="lineno"> 615</span>  inputLayer-><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>(splitterLayer-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l00616"></a><span class="lineno"> 616</span>  splitterLayer-><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-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l00617"></a><span class="lineno"> 617</span>  splitterLayer-><a class="code" href="classarmnn_1_1_layer.xhtml#a0e36688a43c35668d8db5257274c68fe">GetOutputSlot</a>(1).<a class="code" href="classarmnn_1_1_output_slot.xhtml#adcfb97035799ea4c043f9ef370714815">Connect</a>(convLayer2->GetInputSlot(0));</div><div class="line"><a name="l00618"></a><span class="lineno"> 618</span>  convLayer1-><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>(concatLayer-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l00619"></a><span class="lineno"> 619</span>  convLayer2->GetOutputSlot(0).Connect(concatLayer-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(1));</div><div class="line"><a name="l00620"></a><span class="lineno"> 620</span>  concatLayer-><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>(outputLayer->GetInputSlot(0));</div><div class="line"><a name="l00621"></a><span class="lineno"> 621</span> </div><div class="line"><a name="l00622"></a><span class="lineno"> 622</span>  <span class="comment">// Construct sub-graph</span></div><div class="line"><a name="l00623"></a><span class="lineno"> 623</span>  <a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#a4684a457c7786484375f06e9ab2d2265">SubgraphViewSelector::SubgraphViewPtr</a> subgraph =</div><div class="line"><a name="l00624"></a><span class="lineno"> 624</span>  <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>(<a class="code" href="_common_test_utils_8cpp.xhtml#a9892eac8f1b8ed9cea0baf643fb6d951">CreateInputsFrom</a>({convLayer1, convLayer2}),</div><div class="line"><a name="l00625"></a><span class="lineno"> 625</span>  <a class="code" href="_common_test_utils_8cpp.xhtml#ae405c72b6d52a1bf4b3471032e76e3f0">CreateOutputsFrom</a>({convLayer1, convLayer2}),</div><div class="line"><a name="l00626"></a><span class="lineno"> 626</span>  {});</div><div class="line"><a name="l00627"></a><span class="lineno"> 627</span> </div><div class="line"><a name="l00628"></a><span class="lineno"> 628</span>  <span class="comment">// Save sub-graph connections for comparison after substitution</span></div><div class="line"><a name="l00629"></a><span class="lineno"> 629</span>  <a class="code" href="classarmnn_1_1_i_output_slot.xhtml">IOutputSlot</a>* subgraphInputConn1 = subgraph->GetIInputSlot(0)-><a class="code" href="classarmnn_1_1_i_output_slot.xhtml#a9fffb92dc6d2edd5258d574a5862fc83">GetConnection</a>();</div><div class="line"><a name="l00630"></a><span class="lineno"> 630</span>  <a class="code" href="classarmnn_1_1_i_output_slot.xhtml">IOutputSlot</a>* subgraphInputConn2 = subgraph->GetIInputSlot(1)-><a class="code" href="classarmnn_1_1_i_output_slot.xhtml#a9fffb92dc6d2edd5258d574a5862fc83">GetConnection</a>();</div><div class="line"><a name="l00631"></a><span class="lineno"> 631</span> </div><div class="line"><a name="l00632"></a><span class="lineno"> 632</span>  <a class="code" href="classarmnn_1_1_i_input_slot.xhtml">IInputSlot</a>* subgraphOutputConn1 = subgraph->GetIOutputSlot(0)-><a class="code" href="classarmnn_1_1_i_input_slot.xhtml#a81fbf6103761e55061b62ba989b00f10">GetConnection</a>(0);</div><div class="line"><a name="l00633"></a><span class="lineno"> 633</span>  <a class="code" href="classarmnn_1_1_i_input_slot.xhtml">IInputSlot</a>* subgraphOutputConn2 = subgraph->GetIOutputSlot(1)-><a class="code" href="classarmnn_1_1_i_input_slot.xhtml#a81fbf6103761e55061b62ba989b00f10">GetConnection</a>(0);</div><div class="line"><a name="l00634"></a><span class="lineno"> 634</span> </div><div class="line"><a name="l00635"></a><span class="lineno"> 635</span>  <span class="comment">// Construct dummy pre-compiled layer</span></div><div class="line"><a name="l00636"></a><span class="lineno"> 636</span>  <a class="code" href="structarmnn_1_1_pre_compiled_descriptor.xhtml">PreCompiledDescriptor</a> preCompiledDescriptor(2, 2);</div><div class="line"><a name="l00637"></a><span class="lineno"> 637</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> preCompiledLayer = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_pre_compiled_layer.xhtml">PreCompiledLayer</a>>(preCompiledDescriptor, <span class="stringliteral">"pre-compiled"</span>);</div><div class="line"><a name="l00638"></a><span class="lineno"> 638</span> </div><div class="line"><a name="l00639"></a><span class="lineno"> 639</span>  <span class="comment">// Substitute sub-graph with pre-compiled layer</span></div><div class="line"><a name="l00640"></a><span class="lineno"> 640</span>  graph.<a class="code" href="classarmnn_1_1_graph.xhtml#aafbd4b469e47160017f409df8d077184">SubstituteSubgraph</a>(*subgraph, preCompiledLayer);</div><div class="line"><a name="l00641"></a><span class="lineno"> 641</span> </div><div class="line"><a name="l00642"></a><span class="lineno"> 642</span>  <span class="comment">// Check that connections are correct after substitution</span></div><div class="line"><a name="l00643"></a><span class="lineno"> 643</span>  CHECK_EQ(preCompiledLayer-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0).<a class="code" href="classarmnn_1_1_input_slot.xhtml#a3153abb7c0c0a84629079b2fac7db54f">GetConnection</a>(), subgraphInputConn1);</div><div class="line"><a name="l00644"></a><span class="lineno"> 644</span>  CHECK_EQ(preCompiledLayer-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(1).<a class="code" href="classarmnn_1_1_input_slot.xhtml#a3153abb7c0c0a84629079b2fac7db54f">GetConnection</a>(), subgraphInputConn2);</div><div class="line"><a name="l00645"></a><span class="lineno"> 645</span> </div><div class="line"><a name="l00646"></a><span class="lineno"> 646</span>  CHECK_EQ(preCompiledLayer-><a class="code" href="classarmnn_1_1_layer.xhtml#a0e36688a43c35668d8db5257274c68fe">GetOutputSlot</a>(0).<a class="code" href="classarmnn_1_1_output_slot.xhtml#a048e8c1536cf6b8871b093a73a4a3a85">GetConnection</a>(0), subgraphOutputConn1);</div><div class="line"><a name="l00647"></a><span class="lineno"> 647</span>  CHECK_EQ(preCompiledLayer-><a class="code" href="classarmnn_1_1_layer.xhtml#a0e36688a43c35668d8db5257274c68fe">GetOutputSlot</a>(1).<a class="code" href="classarmnn_1_1_output_slot.xhtml#a048e8c1536cf6b8871b093a73a4a3a85">GetConnection</a>(0), subgraphOutputConn2);</div><div class="line"><a name="l00648"></a><span class="lineno"> 648</span> }</div><div class="line"><a name="l00649"></a><span class="lineno"> 649</span> </div><div class="line"><a name="l00650"></a><span class="lineno"> 650</span> TEST_CASE(<span class="stringliteral">"EraseReplacedIConnectableLayers"</span>)</div><div class="line"><a name="l00651"></a><span class="lineno"> 651</span> {</div><div class="line"><a name="l00652"></a><span class="lineno"> 652</span>  <span class="comment">// Construct graph</span></div><div class="line"><a name="l00653"></a><span class="lineno"> 653</span>  <a class="code" href="classarmnn_1_1_graph.xhtml">Graph</a> graph;</div><div class="line"><a name="l00654"></a><span class="lineno"> 654</span> </div><div class="line"><a name="l00655"></a><span class="lineno"> 655</span>  graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_input_layer.xhtml">InputLayer</a>>(0, <span class="stringliteral">"input"</span>);</div><div class="line"><a name="l00656"></a><span class="lineno"> 656</span> </div><div class="line"><a name="l00657"></a><span class="lineno"> 657</span>  <a class="code" href="structarmnn_1_1_views_descriptor.xhtml">ViewsDescriptor</a> splitterDescriptor(2);</div><div class="line"><a name="l00658"></a><span class="lineno"> 658</span>  <a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml">IConnectableLayer</a>* <span class="keyword">const</span> splitterLayer = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_splitter_layer.xhtml">SplitterLayer</a>>(splitterDescriptor, <span class="stringliteral">"splitter"</span>);</div><div class="line"><a name="l00659"></a><span class="lineno"> 659</span> </div><div class="line"><a name="l00660"></a><span class="lineno"> 660</span>  <a class="code" href="structarmnn_1_1_convolution2d_descriptor.xhtml">Convolution2dDescriptor</a> convDescriptor;</div><div class="line"><a name="l00661"></a><span class="lineno"> 661</span>  <a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml">IConnectableLayer</a>* <span class="keyword">const</span> convLayer1 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_convolution2d_layer.xhtml">Convolution2dLayer</a>>(convDescriptor, <span class="stringliteral">"conv1"</span>);</div><div class="line"><a name="l00662"></a><span class="lineno"> 662</span>  <a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml">IConnectableLayer</a>* <span class="keyword">const</span> convLayer2 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_convolution2d_layer.xhtml">Convolution2dLayer</a>>(convDescriptor, <span class="stringliteral">"conv2"</span>);</div><div class="line"><a name="l00663"></a><span class="lineno"> 663</span> </div><div class="line"><a name="l00664"></a><span class="lineno"> 664</span>  <a class="code" href="structarmnn_1_1_origins_descriptor.xhtml">OriginsDescriptor</a> concatDescriptor(2);</div><div class="line"><a name="l00665"></a><span class="lineno"> 665</span>  <a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml">IConnectableLayer</a>* <span class="keyword">const</span> concatLayer = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_concat_layer.xhtml">ConcatLayer</a>>(concatDescriptor, <span class="stringliteral">"concat"</span>);</div><div class="line"><a name="l00666"></a><span class="lineno"> 666</span> </div><div class="line"><a name="l00667"></a><span class="lineno"> 667</span>  graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_output_layer.xhtml">OutputLayer</a>>(0, <span class="stringliteral">"output"</span>);</div><div class="line"><a name="l00668"></a><span class="lineno"> 668</span> </div><div class="line"><a name="l00669"></a><span class="lineno"> 669</span>  <span class="comment">// Construct sub-graph</span></div><div class="line"><a name="l00670"></a><span class="lineno"> 670</span>  <a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#a4684a457c7786484375f06e9ab2d2265">SubgraphViewSelector::SubgraphViewPtr</a> subgraph = <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>({splitterLayer,</div><div class="line"><a name="l00671"></a><span class="lineno"> 671</span>  convLayer1,</div><div class="line"><a name="l00672"></a><span class="lineno"> 672</span>  convLayer2,</div><div class="line"><a name="l00673"></a><span class="lineno"> 673</span>  concatLayer},</div><div class="line"><a name="l00674"></a><span class="lineno"> 674</span>  {},</div><div class="line"><a name="l00675"></a><span class="lineno"> 675</span>  {});</div><div class="line"><a name="l00676"></a><span class="lineno"> 676</span> </div><div class="line"><a name="l00677"></a><span class="lineno"> 677</span>  <span class="comment">// Construct dummy pre-compiled layer</span></div><div class="line"><a name="l00678"></a><span class="lineno"> 678</span>  <a class="code" href="structarmnn_1_1_pre_compiled_descriptor.xhtml">PreCompiledDescriptor</a> preCompiledDescriptor(0, 0);</div><div class="line"><a name="l00679"></a><span class="lineno"> 679</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> preCompiledLayer = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_pre_compiled_layer.xhtml">PreCompiledLayer</a>>(preCompiledDescriptor, <span class="stringliteral">"pre-compiled"</span>);</div><div class="line"><a name="l00680"></a><span class="lineno"> 680</span> </div><div class="line"><a name="l00681"></a><span class="lineno"> 681</span>  <span class="comment">// Save sub-graph layers for later verification</span></div><div class="line"><a name="l00682"></a><span class="lineno"> 682</span>  <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_subgraph_view.xhtml#ad7c7687cd3542e5cbb45e56f9a9456e7">SubgraphView::IConnectableLayers</a> subgraphLayers = subgraph->GetIConnectableLayers();</div><div class="line"><a name="l00683"></a><span class="lineno"> 683</span> </div><div class="line"><a name="l00684"></a><span class="lineno"> 684</span>  <span class="comment">// Substitute sub-graph with pre-compiled layer</span></div><div class="line"><a name="l00685"></a><span class="lineno"> 685</span>  graph.<a class="code" href="classarmnn_1_1_graph.xhtml#aafbd4b469e47160017f409df8d077184">SubstituteSubgraph</a>(*subgraph, preCompiledLayer);</div><div class="line"><a name="l00686"></a><span class="lineno"> 686</span> </div><div class="line"><a name="l00687"></a><span class="lineno"> 687</span>  <span class="comment">// Check that the layers belonging to the sub-graph have been erased from the graph after substitution</span></div><div class="line"><a name="l00688"></a><span class="lineno"> 688</span>  CHECK(!AreAnySubgraphLayersPresentInGraph(subgraphLayers, graph));</div><div class="line"><a name="l00689"></a><span class="lineno"> 689</span> }</div><div class="line"><a name="l00690"></a><span class="lineno"> 690</span> </div><div class="line"><a name="l00691"></a><span class="lineno"> 691</span> }</div><div class="ttc" id="classarmnn_1_1_splitter_layer_xhtml"><div class="ttname"><a href="classarmnn_1_1_splitter_layer.xhtml">armnn::SplitterLayer</a></div><div class="ttdoc">This layer represents a split operation. </div><div class="ttdef"><b>Definition:</b> <a href="_splitter_layer_8hpp_source.xhtml#l00013">SplitterLayer.hpp:13</a></div></div> +<div class="ttc" id="structarmnn_1_1_views_descriptor_xhtml"><div class="ttname"><a href="structarmnn_1_1_views_descriptor.xhtml">armnn::ViewsDescriptor</a></div><div class="ttdoc">A ViewsDescriptor for the SplitterLayer. </div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.xhtml#l00217">Descriptors.hpp:217</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="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 &&... 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#l00420">Graph.hpp:420</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="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 &destination)</div><div class="ttdef"><b>Definition:</b> <a href="_layer_8cpp_source.xhtml#l00086">Layer.cpp:86</a></div></div> +<div class="ttc" id="classarmnn_1_1_i_output_slot_xhtml_a9fffb92dc6d2edd5258d574a5862fc83"><div class="ttname"><a href="classarmnn_1_1_i_output_slot.xhtml#a9fffb92dc6d2edd5258d574a5862fc83">armnn::IOutputSlot::GetConnection</a></div><div class="ttdeci">virtual const IInputSlot * GetConnection(unsigned int index) const =0</div></div> +<div class="ttc" id="classarmnn_1_1_input_slot_xhtml_a3153abb7c0c0a84629079b2fac7db54f"><div class="ttname"><a href="classarmnn_1_1_input_slot.xhtml#a3153abb7c0c0a84629079b2fac7db54f">armnn::InputSlot::GetConnection</a></div><div class="ttdeci">const IOutputSlot * GetConnection() const override</div><div class="ttdef"><b>Definition:</b> <a href="_layer_8hpp_source.xhtml#l00204">Layer.hpp:204</a></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< void, CompiledBlobDeleter > 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="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 & 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#l00321">Layer.hpp:321</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="classarmnn_1_1_subgraph_view_xhtml_ad7c7687cd3542e5cbb45e56f9a9456e7"><div class="ttname"><a href="classarmnn_1_1_subgraph_view.xhtml#ad7c7687cd3542e5cbb45e56f9a9456e7">armnn::SubgraphView::IConnectableLayers</a></div><div class="ttdeci">std::list< IConnectableLayer * > IConnectableLayers</div><div class="ttdef"><b>Definition:</b> <a href="include_2armnn_2backends_2_subgraph_view_8hpp_source.xhtml#l00054">SubgraphView.hpp:54</a></div></div> +<div class="ttc" id="classarmnn_1_1_i_output_slot_xhtml"><div class="ttname"><a href="classarmnn_1_1_i_output_slot.xhtml">armnn::IOutputSlot</a></div><div class="ttdoc">An output connection slot for a layer. </div><div class="ttdef"><b>Definition:</b> <a href="_i_network_8hpp_source.xhtml#l00040">INetwork.hpp:40</a></div></div> +<div class="ttc" id="_common_test_utils_8cpp_xhtml_a9892eac8f1b8ed9cea0baf643fb6d951"><div class="ttname"><a href="_common_test_utils_8cpp.xhtml#a9892eac8f1b8ed9cea0baf643fb6d951">CreateInputsFrom</a></div><div class="ttdeci">SubgraphView::InputSlots CreateInputsFrom(const std::vector< Layer *> &layers)</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_origins_descriptor_xhtml"><div class="ttname"><a href="structarmnn_1_1_origins_descriptor.xhtml">armnn::OriginsDescriptor</a></div><div class="ttdoc">An OriginsDescriptor for the ConcatLayer. </div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.xhtml#l00174">Descriptors.hpp:174</a></div></div> +<div class="ttc" id="classarmnn_1_1_concat_layer_xhtml"><div class="ttname"><a href="classarmnn_1_1_concat_layer.xhtml">armnn::ConcatLayer</a></div><div class="ttdoc">This layer represents a merge operation. </div><div class="ttdef"><b>Definition:</b> <a href="_concat_layer_8hpp_source.xhtml#l00013">ConcatLayer.hpp:13</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="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 &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#l00433">Graph.cpp:433</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< SubgraphView > 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 &&inputs, SubgraphView::OutputSlots &&outputs, SubgraphView::Layers &&layers)</div><div class="ttdef"><b>Definition:</b> <a href="_common_test_utils_8cpp_source.xhtml#l00038">CommonTestUtils.cpp:38</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< Layer *> &layers)</div><div class="ttdef"><b>Definition:</b> <a href="_common_test_utils_8cpp_source.xhtml#l00025">CommonTestUtils.cpp:25</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="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 & 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_i_input_slot_xhtml_a81fbf6103761e55061b62ba989b00f10"><div class="ttname"><a href="classarmnn_1_1_i_input_slot.xhtml#a81fbf6103761e55061b62ba989b00f10">armnn::IInputSlot::GetConnection</a></div><div class="ttdeci">virtual const IOutputSlot * GetConnection() const =0</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 & 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#l00323">Layer.hpp:323</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 & 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< INetwork, void(*)(INetwork *network)> 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="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#l01319">Descriptors.hpp:1319</a></div></div> +<div class="ttc" id="classarmnn_1_1_i_input_slot_xhtml"><div class="ttname"><a href="classarmnn_1_1_i_input_slot.xhtml">armnn::IInputSlot</a></div><div class="ttdoc">An input connection slot for a layer. </div><div class="ttdef"><b>Definition:</b> <a href="_i_network_8hpp_source.xhtml#l00026">INetwork.hpp:26</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_output_slot_xhtml_a048e8c1536cf6b8871b093a73a4a3a85"><div class="ttname"><a href="classarmnn_1_1_output_slot.xhtml#a048e8c1536cf6b8871b093a73a4a3a85">armnn::OutputSlot::GetConnection</a></div><div class="ttdeci">const InputSlot * GetConnection(unsigned int index) const override</div><div class="ttdef"><b>Definition:</b> <a href="_layer_8cpp_source.xhtml#l00049">Layer.cpp:49</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> +</div><!-- fragment --> +</div> +</div> +<a id="ae9de95c851b6b7168f222c87fd346014"></a> +<h2 class="memtitle"><span class="permalink"><a href="#ae9de95c851b6b7168f222c87fd346014">◆ </a></span>TEST_SUITE() <span class="overload">[3/4]</span></h2> + +<div class="memitem"> +<div class="memproto"> + <table class="memname"> + <tr> + <td class="memname">TEST_SUITE </td> + <td>(</td> + <td class="paramtype">"SubgraphSelection" </td> + <td class="paramname"></td><td>)</td> + <td></td> + </tr> + </table> +</div><div class="memdoc"> + +<p class="definition">Definition at line <a class="el" href="_subgraph_view_tests_8cpp_source.xhtml#l00693">693</a> of file <a class="el" href="_subgraph_view_tests_8cpp_source.xhtml">SubgraphViewTests.cpp</a>.</p> + +<p class="reference">References <a class="el" href="namespacearmnn.xhtml#a56943a0946e5f15e5e58054b8e7a04a4aa9a62e70841c4d06dd16306a85700d36">armnn::Activation</a>, <a class="el" href="namespacearmnn.xhtml#a56943a0946e5f15e5e58054b8e7a04a4a7c5531bbefed0945814f874baf9e0e0f">armnn::Addition</a>, <a class="el" href="_graph_8hpp_source.xhtml#l00420">Graph::AddLayer()</a>, <a class="el" href="namespacearmnn.xhtml#a56943a0946e5f15e5e58054b8e7a04a4ae20f0f2826a6549809f050b86274567f">armnn::Concat</a>, <a class="el" href="_layer_8cpp_source.xhtml#l00086">OutputSlot::Connect()</a>, <a class="el" href="namespacearmnn.xhtml#a14d24d90ab4ba2956e92e27890ba4c91acb17869fe51048b5a5c4c6106551a255">armnn::Constant</a>, <a class="el" href="_common_test_utils_8cpp_source.xhtml#l00012">CreateInputsFrom()</a>, <a class="el" href="_common_test_utils_8cpp_source.xhtml#l00025">CreateOutputsFrom()</a>, <a class="el" href="_common_test_utils_8cpp_source.xhtml#l00038">CreateSubgraphViewFrom()</a>, <a class="el" href="namespacearmnn.xhtml#a4dc0adc6737b5944e7671bee71788407aad42f6697b035b7580e4fef93be20b4d">armnn::debug</a>, <a class="el" href="_layer_8hpp_source.xhtml#l00056">InputSlot::GetConnectedOutputSlot()</a>, <a class="el" href="_subgraph_view_8cpp_source.xhtml#l00300">SubgraphView::GetIConnectableLayers()</a>, <a class="el" href="_subgraph_view_8cpp_source.xhtml#l00230">SubgraphView::GetIInputSlots()</a>, <a class="el" href="_layer_8hpp_source.xhtml#l00321">Layer::GetInputSlot()</a>, <a class="el" href="_layer_8hpp_source.xhtml#l00242">Layer::GetInputSlots()</a>, <a class="el" href="_subgraph_view_8cpp_source.xhtml#l00240">SubgraphView::GetIOutputSlots()</a>, <a class="el" href="_layer_8hpp_source.xhtml#l00316">Layer::GetName()</a>, <a class="el" href="_layer_8hpp_source.xhtml#l00225">Layer::GetNameStr()</a>, <a class="el" href="_graph_8hpp_source.xhtml#l00196">Graph::GetNumLayers()</a>, <a class="el" href="_layer_8hpp_source.xhtml#l00319">Layer::GetNumOutputSlots()</a>, <a class="el" href="_layer_8hpp_source.xhtml#l00323">Layer::GetOutputSlot()</a>, <a class="el" href="_layer_8hpp_source.xhtml#l00270">Layer::GetType()</a>, <a class="el" href="namespacearmnn.xhtml#a56943a0946e5f15e5e58054b8e7a04a4a324118a6721dd6b8a9b9f4e327df2bf5">armnn::Input</a>, <a class="el" href="_graph_8hpp_source.xhtml#l00434">Graph::InsertNewLayer()</a>, <a class="el" href="_subgraph_view_selector_8cpp_source.xhtml#l00259">SubgraphViewSelector::SelectSubgraphs()</a>, <a class="el" href="_graph_8cpp_source.xhtml#l00118">Graph::SerializeToDot()</a>, and <a class="el" href="namespacearmnn.xhtml#a56943a0946e5f15e5e58054b8e7a04a4a41cb9b797ebc6f6f6314e3ded935f4cf">armnn::Splitter</a>.</p> +<div class="fragment"><div class="line"><a name="l00694"></a><span class="lineno"> 694</span> {</div><div class="line"><a name="l00695"></a><span class="lineno"> 695</span> TEST_CASE(<span class="stringliteral">"SubgraphForEmptyGraph"</span>)</div><div class="line"><a name="l00696"></a><span class="lineno"> 696</span> {</div><div class="line"><a name="l00697"></a><span class="lineno"> 697</span>  <a class="code" href="classarmnn_1_1_graph.xhtml">Graph</a> graph;</div><div class="line"><a name="l00698"></a><span class="lineno"> 698</span>  <a class="code" href="classarmnn_1_1_subgraph_view.xhtml">SubgraphView</a> subgraph(graph);</div><div class="line"><a name="l00699"></a><span class="lineno"> 699</span> </div><div class="line"><a name="l00700"></a><span class="lineno"> 700</span>  CHECK(subgraph.GetIInputSlots().empty());</div><div class="line"><a name="l00701"></a><span class="lineno"> 701</span>  CHECK(subgraph.GetIOutputSlots().empty());</div><div class="line"><a name="l00702"></a><span class="lineno"> 702</span>  CHECK(subgraph.GetIConnectableLayers().empty());</div><div class="line"><a name="l00703"></a><span class="lineno"> 703</span> }</div><div class="line"><a name="l00704"></a><span class="lineno"> 704</span> </div><div class="line"><a name="l00705"></a><span class="lineno"> 705</span> TEST_CASE(<span class="stringliteral">"SubgraphForEntireGraph"</span>)</div><div class="line"><a name="l00706"></a><span class="lineno"> 706</span> {</div><div class="line"><a name="l00707"></a><span class="lineno"> 707</span>  <a class="code" href="classarmnn_1_1_graph.xhtml">Graph</a> graph;</div><div class="line"><a name="l00708"></a><span class="lineno"> 708</span> </div><div class="line"><a name="l00709"></a><span class="lineno"> 709</span>  <span class="keyword">auto</span> output = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_output_layer.xhtml">OutputLayer</a>>(0, <span class="stringliteral">"output"</span>);</div><div class="line"><a name="l00710"></a><span class="lineno"> 710</span>  <span class="keyword">auto</span> mid0 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a3ff30c6669fdc69de1f5be1f89bacc3f">InsertNewLayer</a><<a class="code" href="classarmnn_1_1_activation_layer.xhtml">ActivationLayer</a>>(output->GetInputSlot(0),</div><div class="line"><a name="l00711"></a><span class="lineno"> 711</span>  <a class="code" href="structarmnn_1_1_activation_descriptor.xhtml">ActivationDescriptor</a>{},</div><div class="line"><a name="l00712"></a><span class="lineno"> 712</span>  <span class="stringliteral">"mid0"</span>);</div><div class="line"><a name="l00713"></a><span class="lineno"> 713</span>  <span class="keyword">auto</span> mid1 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a3ff30c6669fdc69de1f5be1f89bacc3f">InsertNewLayer</a><<a class="code" href="classarmnn_1_1_activation_layer.xhtml">ActivationLayer</a>>(mid0-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0),</div><div class="line"><a name="l00714"></a><span class="lineno"> 714</span>  <a class="code" href="structarmnn_1_1_activation_descriptor.xhtml">ActivationDescriptor</a>{},</div><div class="line"><a name="l00715"></a><span class="lineno"> 715</span>  <span class="stringliteral">"mid1"</span>);</div><div class="line"><a name="l00716"></a><span class="lineno"> 716</span>  graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a3ff30c6669fdc69de1f5be1f89bacc3f">InsertNewLayer</a><<a class="code" href="classarmnn_1_1_input_layer.xhtml">InputLayer</a>>(mid1-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0), 0, <span class="stringliteral">"input"</span>);</div><div class="line"><a name="l00717"></a><span class="lineno"> 717</span> </div><div class="line"><a name="l00718"></a><span class="lineno"> 718</span>  <a class="code" href="classarmnn_1_1_subgraph_view.xhtml">SubgraphView</a> subgraph(graph);</div><div class="line"><a name="l00719"></a><span class="lineno"> 719</span> </div><div class="line"><a name="l00720"></a><span class="lineno"> 720</span>  CHECK(subgraph.GetIInputSlots().empty());</div><div class="line"><a name="l00721"></a><span class="lineno"> 721</span>  CHECK(subgraph.GetIOutputSlots().empty());</div><div class="line"><a name="l00722"></a><span class="lineno"> 722</span>  CHECK(subgraph.GetIConnectableLayers().size() == graph.<a class="code" href="classarmnn_1_1_graph.xhtml#afdf8eb85585a798ad0e936bde884d87b">GetNumLayers</a>());</div><div class="line"><a name="l00723"></a><span class="lineno"> 723</span> }</div><div class="line"><a name="l00724"></a><span class="lineno"> 724</span> </div><div class="line"><a name="l00725"></a><span class="lineno"> 725</span> TEST_CASE(<span class="stringliteral">"NoSubgraphsForNoMatch"</span>)</div><div class="line"><a name="l00726"></a><span class="lineno"> 726</span> {</div><div class="line"><a name="l00727"></a><span class="lineno"> 727</span>  <a class="code" href="classarmnn_1_1_graph.xhtml">Graph</a> graph;</div><div class="line"><a name="l00728"></a><span class="lineno"> 728</span> </div><div class="line"><a name="l00729"></a><span class="lineno"> 729</span>  <span class="keyword">auto</span> output = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_output_layer.xhtml">OutputLayer</a>>(0, <span class="stringliteral">"output"</span>);</div><div class="line"><a name="l00730"></a><span class="lineno"> 730</span>  graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a3ff30c6669fdc69de1f5be1f89bacc3f">InsertNewLayer</a><<a class="code" href="classarmnn_1_1_input_layer.xhtml">InputLayer</a>>(output->GetInputSlot(0), 0, <span class="stringliteral">"input"</span>);</div><div class="line"><a name="l00731"></a><span class="lineno"> 731</span> </div><div class="line"><a name="l00732"></a><span class="lineno"> 732</span>  <a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#aaf71a63dbbc776f8961b0f4fdb9da021">SubgraphViewSelector::Subgraphs</a> subgraphs =</div><div class="line"><a name="l00733"></a><span class="lineno"> 733</span>  SubgraphViewSelector::SelectSubgraphs(graph, [](<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a> &) { <span class="keywordflow">return</span> <span class="keyword">false</span>; });</div><div class="line"><a name="l00734"></a><span class="lineno"> 734</span> </div><div class="line"><a name="l00735"></a><span class="lineno"> 735</span>  CHECK(subgraphs.empty());</div><div class="line"><a name="l00736"></a><span class="lineno"> 736</span> }</div><div class="line"><a name="l00737"></a><span class="lineno"> 737</span> </div><div class="line"><a name="l00738"></a><span class="lineno"> 738</span> TEST_CASE(<span class="stringliteral">"OneSubgraphsSelectedASingleMatch"</span>)</div><div class="line"><a name="l00739"></a><span class="lineno"> 739</span> {</div><div class="line"><a name="l00740"></a><span class="lineno"> 740</span>  <a class="code" href="classarmnn_1_1_graph.xhtml">Graph</a> graph;</div><div class="line"><a name="l00741"></a><span class="lineno"> 741</span> </div><div class="line"><a name="l00742"></a><span class="lineno"> 742</span>  <span class="keyword">auto</span> output = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_output_layer.xhtml">OutputLayer</a>>(0, <span class="stringliteral">"output"</span>);</div><div class="line"><a name="l00743"></a><span class="lineno"> 743</span>  graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a3ff30c6669fdc69de1f5be1f89bacc3f">InsertNewLayer</a><<a class="code" href="classarmnn_1_1_input_layer.xhtml">InputLayer</a>>(output->GetInputSlot(0), 0, <span class="stringliteral">"input"</span>);</div><div class="line"><a name="l00744"></a><span class="lineno"> 744</span> </div><div class="line"><a name="l00745"></a><span class="lineno"> 745</span>  <a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#aaf71a63dbbc776f8961b0f4fdb9da021">SubgraphViewSelector::Subgraphs</a> subgraphs =</div><div class="line"><a name="l00746"></a><span class="lineno"> 746</span>  SubgraphViewSelector::SelectSubgraphs(</div><div class="line"><a name="l00747"></a><span class="lineno"> 747</span>  graph,</div><div class="line"><a name="l00748"></a><span class="lineno"> 748</span>  <span class="comment">// select the output layer only</span></div><div class="line"><a name="l00749"></a><span class="lineno"> 749</span>  [](<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a> & l)</div><div class="line"><a name="l00750"></a><span class="lineno"> 750</span>  {</div><div class="line"><a name="l00751"></a><span class="lineno"> 751</span>  <span class="keywordtype">bool</span> isOutput = l.<a class="code" href="classarmnn_1_1_layer.xhtml#a9a97cb6d32661a57fc33bd29b8e41ff4">GetNameStr</a>().compare(<span class="stringliteral">"output"</span>) == 0;</div><div class="line"><a name="l00752"></a><span class="lineno"> 752</span>  <span class="keywordflow">return</span> isOutput;</div><div class="line"><a name="l00753"></a><span class="lineno"> 753</span>  });</div><div class="line"><a name="l00754"></a><span class="lineno"> 754</span> </div><div class="line"><a name="l00755"></a><span class="lineno"> 755</span>  CHECK(subgraphs.size() == 1);</div><div class="line"><a name="l00756"></a><span class="lineno"> 756</span>  <span class="keywordflow">if</span> (subgraphs.size() == 1)</div><div class="line"><a name="l00757"></a><span class="lineno"> 757</span>  {</div><div class="line"><a name="l00758"></a><span class="lineno"> 758</span>  <span class="keyword">auto</span> expected = <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>(<a class="code" href="_common_test_utils_8cpp.xhtml#a9892eac8f1b8ed9cea0baf643fb6d951">CreateInputsFrom</a>({output}),</div><div class="line"><a name="l00759"></a><span class="lineno"> 759</span>  <span class="comment">// outputs of 'output' will be empty</span></div><div class="line"><a name="l00760"></a><span class="lineno"> 760</span>  <a class="code" href="_common_test_utils_8cpp.xhtml#ae405c72b6d52a1bf4b3471032e76e3f0">CreateOutputsFrom</a>({output}),</div><div class="line"><a name="l00761"></a><span class="lineno"> 761</span>  {output});</div><div class="line"><a name="l00762"></a><span class="lineno"> 762</span> </div><div class="line"><a name="l00763"></a><span class="lineno"> 763</span>  CompareSubgraphViews(subgraphs[0], expected);</div><div class="line"><a name="l00764"></a><span class="lineno"> 764</span>  }</div><div class="line"><a name="l00765"></a><span class="lineno"> 765</span> }</div><div class="line"><a name="l00766"></a><span class="lineno"> 766</span> </div><div class="line"><a name="l00767"></a><span class="lineno"> 767</span> TEST_CASE(<span class="stringliteral">"MultipleLayersSelectedInTheMiddle"</span>)</div><div class="line"><a name="l00768"></a><span class="lineno"> 768</span> {</div><div class="line"><a name="l00769"></a><span class="lineno"> 769</span>  <a class="code" href="classarmnn_1_1_graph.xhtml">Graph</a> graph;</div><div class="line"><a name="l00770"></a><span class="lineno"> 770</span> </div><div class="line"><a name="l00771"></a><span class="lineno"> 771</span>  <span class="keyword">auto</span> output = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_output_layer.xhtml">OutputLayer</a>>(0, <span class="stringliteral">"output"</span>);</div><div class="line"><a name="l00772"></a><span class="lineno"> 772</span>  <span class="keyword">auto</span> mid0 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a3ff30c6669fdc69de1f5be1f89bacc3f">InsertNewLayer</a><<a class="code" href="classarmnn_1_1_activation_layer.xhtml">ActivationLayer</a>>(output->GetInputSlot(0),</div><div class="line"><a name="l00773"></a><span class="lineno"> 773</span>  <a class="code" href="structarmnn_1_1_activation_descriptor.xhtml">ActivationDescriptor</a>{},</div><div class="line"><a name="l00774"></a><span class="lineno"> 774</span>  <span class="stringliteral">"mid0"</span>);</div><div class="line"><a name="l00775"></a><span class="lineno"> 775</span>  <span class="keyword">auto</span> mid1 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a3ff30c6669fdc69de1f5be1f89bacc3f">InsertNewLayer</a><<a class="code" href="classarmnn_1_1_activation_layer.xhtml">ActivationLayer</a>>(mid0-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0),</div><div class="line"><a name="l00776"></a><span class="lineno"> 776</span>  <a class="code" href="structarmnn_1_1_activation_descriptor.xhtml">ActivationDescriptor</a>{},</div><div class="line"><a name="l00777"></a><span class="lineno"> 777</span>  <span class="stringliteral">"mid1"</span>);</div><div class="line"><a name="l00778"></a><span class="lineno"> 778</span>  graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a3ff30c6669fdc69de1f5be1f89bacc3f">InsertNewLayer</a><<a class="code" href="classarmnn_1_1_input_layer.xhtml">InputLayer</a>>(mid1-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0), 0, <span class="stringliteral">"input"</span>);</div><div class="line"><a name="l00779"></a><span class="lineno"> 779</span> </div><div class="line"><a name="l00780"></a><span class="lineno"> 780</span>  <a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#aaf71a63dbbc776f8961b0f4fdb9da021">SubgraphViewSelector::Subgraphs</a> subgraphs =</div><div class="line"><a name="l00781"></a><span class="lineno"> 781</span>  SubgraphViewSelector::SelectSubgraphs(</div><div class="line"><a name="l00782"></a><span class="lineno"> 782</span>  graph,</div><div class="line"><a name="l00783"></a><span class="lineno"> 783</span>  <span class="comment">// select the middle layers only</span></div><div class="line"><a name="l00784"></a><span class="lineno"> 784</span>  [](<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a> & l)</div><div class="line"><a name="l00785"></a><span class="lineno"> 785</span>  {</div><div class="line"><a name="l00786"></a><span class="lineno"> 786</span>  <span class="keywordtype">bool</span> toSelect = (l.<a class="code" href="classarmnn_1_1_layer.xhtml#ad8e15c530c929ab823d89ae9fd2d3f11">GetType</a>() == <a class="code" href="namespacearmnn.xhtml#a7636fbbc4f8ea2d0cf9f3ac2d12a4c62">LayerType::Activation</a>);</div><div class="line"><a name="l00787"></a><span class="lineno"> 787</span>  <span class="keywordflow">return</span> toSelect;</div><div class="line"><a name="l00788"></a><span class="lineno"> 788</span>  });</div><div class="line"><a name="l00789"></a><span class="lineno"> 789</span> </div><div class="line"><a name="l00790"></a><span class="lineno"> 790</span>  CHECK(subgraphs.size() == 1);</div><div class="line"><a name="l00791"></a><span class="lineno"> 791</span>  <span class="keywordflow">if</span> (subgraphs.size() == 1)</div><div class="line"><a name="l00792"></a><span class="lineno"> 792</span>  {</div><div class="line"><a name="l00793"></a><span class="lineno"> 793</span>  <span class="keyword">auto</span> expected = <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>(<a class="code" href="_common_test_utils_8cpp.xhtml#a9892eac8f1b8ed9cea0baf643fb6d951">CreateInputsFrom</a>({mid1}),</div><div class="line"><a name="l00794"></a><span class="lineno"> 794</span>  <a class="code" href="_common_test_utils_8cpp.xhtml#ae405c72b6d52a1bf4b3471032e76e3f0">CreateOutputsFrom</a>({mid0}),</div><div class="line"><a name="l00795"></a><span class="lineno"> 795</span>  {mid1, mid0});</div><div class="line"><a name="l00796"></a><span class="lineno"> 796</span> </div><div class="line"><a name="l00797"></a><span class="lineno"> 797</span>  CompareSubgraphViews(subgraphs[0], expected);</div><div class="line"><a name="l00798"></a><span class="lineno"> 798</span>  }</div><div class="line"><a name="l00799"></a><span class="lineno"> 799</span> }</div><div class="line"><a name="l00800"></a><span class="lineno"> 800</span> </div><div class="line"><a name="l00801"></a><span class="lineno"> 801</span> TEST_CASE(<span class="stringliteral">"DisjointGraphs"</span>)</div><div class="line"><a name="l00802"></a><span class="lineno"> 802</span> {</div><div class="line"><a name="l00803"></a><span class="lineno"> 803</span>  <span class="comment">// The input graph has two disjoint sections and all layers are selected.</span></div><div class="line"><a name="l00804"></a><span class="lineno"> 804</span>  <span class="comment">// This should result in two subgraphs being produced.</span></div><div class="line"><a name="l00805"></a><span class="lineno"> 805</span>  <a class="code" href="classarmnn_1_1_graph.xhtml">Graph</a> graph;</div><div class="line"><a name="l00806"></a><span class="lineno"> 806</span> </div><div class="line"><a name="l00807"></a><span class="lineno"> 807</span>  <span class="comment">// the graph is constructed in reverse order</span></div><div class="line"><a name="l00808"></a><span class="lineno"> 808</span>  <span class="keyword">auto</span> o0 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_output_layer.xhtml">OutputLayer</a>>(0, <span class="stringliteral">"output0"</span>);</div><div class="line"><a name="l00809"></a><span class="lineno"> 809</span>  <span class="keyword">auto</span> n0 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a3ff30c6669fdc69de1f5be1f89bacc3f">InsertNewLayer</a><<a class="code" href="classarmnn_1_1_activation_layer.xhtml">ActivationLayer</a>>(o0->GetInputSlot(0), <a class="code" href="structarmnn_1_1_activation_descriptor.xhtml">ActivationDescriptor</a>{}, <span class="stringliteral">"intermediate0"</span>);</div><div class="line"><a name="l00810"></a><span class="lineno"> 810</span>  <span class="keyword">auto</span> i0 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a3ff30c6669fdc69de1f5be1f89bacc3f">InsertNewLayer</a><<a class="code" href="classarmnn_1_1_input_layer.xhtml">InputLayer</a>>(n0-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0), 0, <span class="stringliteral">"input0"</span>);</div><div class="line"><a name="l00811"></a><span class="lineno"> 811</span> </div><div class="line"><a name="l00812"></a><span class="lineno"> 812</span>  <span class="keyword">auto</span> o1 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_output_layer.xhtml">OutputLayer</a>>(1, <span class="stringliteral">"output1"</span>);</div><div class="line"><a name="l00813"></a><span class="lineno"> 813</span>  <span class="keyword">auto</span> n1 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a3ff30c6669fdc69de1f5be1f89bacc3f">InsertNewLayer</a><<a class="code" href="classarmnn_1_1_activation_layer.xhtml">ActivationLayer</a>>(o1-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0), <a class="code" href="structarmnn_1_1_activation_descriptor.xhtml">ActivationDescriptor</a>{}, <span class="stringliteral">"intermediate1"</span>);</div><div class="line"><a name="l00814"></a><span class="lineno"> 814</span>  <span class="keyword">auto</span> i1 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a3ff30c6669fdc69de1f5be1f89bacc3f">InsertNewLayer</a><<a class="code" href="classarmnn_1_1_input_layer.xhtml">InputLayer</a>>(n1-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0), 1, <span class="stringliteral">"input1"</span>);</div><div class="line"><a name="l00815"></a><span class="lineno"> 815</span> </div><div class="line"><a name="l00816"></a><span class="lineno"> 816</span>  <a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#aaf71a63dbbc776f8961b0f4fdb9da021">SubgraphViewSelector::Subgraphs</a> subgraphs =</div><div class="line"><a name="l00817"></a><span class="lineno"> 817</span>  SubgraphViewSelector::SelectSubgraphs(graph,</div><div class="line"><a name="l00818"></a><span class="lineno"> 818</span>  <span class="comment">// select the middle layers only</span></div><div class="line"><a name="l00819"></a><span class="lineno"> 819</span>  [](<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>&) {</div><div class="line"><a name="l00820"></a><span class="lineno"> 820</span>  <span class="keywordflow">return</span> <span class="keyword">true</span>;</div><div class="line"><a name="l00821"></a><span class="lineno"> 821</span>  });</div><div class="line"><a name="l00822"></a><span class="lineno"> 822</span> </div><div class="line"><a name="l00823"></a><span class="lineno"> 823</span>  <span class="comment">// expected results to test against</span></div><div class="line"><a name="l00824"></a><span class="lineno"> 824</span>  <span class="keyword">auto</span> expected1 = <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>({}, {}, { o0, n0, i0 });</div><div class="line"><a name="l00825"></a><span class="lineno"> 825</span>  <span class="keyword">auto</span> expected2 = <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>({}, {}, { o1, n1, i1 });</div><div class="line"><a name="l00826"></a><span class="lineno"> 826</span>  CHECK(subgraphs.size() == 2);</div><div class="line"><a name="l00827"></a><span class="lineno"> 827</span>  <span class="keywordflow">if</span> (subgraphs.size() == 2)</div><div class="line"><a name="l00828"></a><span class="lineno"> 828</span>  {</div><div class="line"><a name="l00829"></a><span class="lineno"> 829</span>  CHECK((subgraphs[0] != <span class="keyword">nullptr</span>));</div><div class="line"><a name="l00830"></a><span class="lineno"> 830</span>  CHECK((subgraphs[1] != <span class="keyword">nullptr</span>));</div><div class="line"><a name="l00831"></a><span class="lineno"> 831</span>  <span class="keywordflow">if</span> (subgraphs[0].<span class="keyword">get</span>() != <span class="keyword">nullptr</span> && subgraphs[1].<span class="keyword">get</span>() != <span class="keyword">nullptr</span>)</div><div class="line"><a name="l00832"></a><span class="lineno"> 832</span>  {</div><div class="line"><a name="l00833"></a><span class="lineno"> 833</span>  <span class="keywordflow">if</span> (std::find(subgraphs[0]->GetIConnectableLayers().begin(),</div><div class="line"><a name="l00834"></a><span class="lineno"> 834</span>  subgraphs[0]->GetIConnectableLayers().end(), i0) !=</div><div class="line"><a name="l00835"></a><span class="lineno"> 835</span>  subgraphs[0]->GetIConnectableLayers().end())</div><div class="line"><a name="l00836"></a><span class="lineno"> 836</span>  {</div><div class="line"><a name="l00837"></a><span class="lineno"> 837</span>  CompareSubgraphViews(subgraphs[0], expected1);</div><div class="line"><a name="l00838"></a><span class="lineno"> 838</span>  CompareSubgraphViews(subgraphs[1], expected2);</div><div class="line"><a name="l00839"></a><span class="lineno"> 839</span>  }</div><div class="line"><a name="l00840"></a><span class="lineno"> 840</span>  <span class="keywordflow">else</span></div><div class="line"><a name="l00841"></a><span class="lineno"> 841</span>  {</div><div class="line"><a name="l00842"></a><span class="lineno"> 842</span>  CompareSubgraphViews(subgraphs[0], expected2);</div><div class="line"><a name="l00843"></a><span class="lineno"> 843</span>  CompareSubgraphViews(subgraphs[1], expected1);</div><div class="line"><a name="l00844"></a><span class="lineno"> 844</span>  }</div><div class="line"><a name="l00845"></a><span class="lineno"> 845</span>  }</div><div class="line"><a name="l00846"></a><span class="lineno"> 846</span>  }</div><div class="line"><a name="l00847"></a><span class="lineno"> 847</span> }</div><div class="line"><a name="l00848"></a><span class="lineno"> 848</span> </div><div class="line"><a name="l00849"></a><span class="lineno"> 849</span> TEST_CASE(<span class="stringliteral">"IslandInTheMiddle"</span>)</div><div class="line"><a name="l00850"></a><span class="lineno"> 850</span> {</div><div class="line"><a name="l00851"></a><span class="lineno"> 851</span>  <span class="comment">// This case represent the scenario when a non-selected X1 node placed in the middle</span></div><div class="line"><a name="l00852"></a><span class="lineno"> 852</span>  <span class="comment">// of the selected M* nodes.</span></div><div class="line"><a name="l00853"></a><span class="lineno"> 853</span>  <span class="comment">// This checks that we don't merge M6 and M3 and create a dependency loop.</span></div><div class="line"><a name="l00854"></a><span class="lineno"> 854</span>  <span class="comment">/*</span></div><div class="line"><a name="l00855"></a><span class="lineno"> 855</span> <span class="comment"> M0</span></div><div class="line"><a name="l00856"></a><span class="lineno"> 856</span> <span class="comment"> / \</span></div><div class="line"><a name="l00857"></a><span class="lineno"> 857</span> <span class="comment"> M1 M4</span></div><div class="line"><a name="l00858"></a><span class="lineno"> 858</span> <span class="comment"> | |</span></div><div class="line"><a name="l00859"></a><span class="lineno"> 859</span> <span class="comment"> M2 X1 < the island in the middle !</span></div><div class="line"><a name="l00860"></a><span class="lineno"> 860</span> <span class="comment"> | |</span></div><div class="line"><a name="l00861"></a><span class="lineno"> 861</span> <span class="comment"> M3 M5</span></div><div class="line"><a name="l00862"></a><span class="lineno"> 862</span> <span class="comment"> \ /</span></div><div class="line"><a name="l00863"></a><span class="lineno"> 863</span> <span class="comment"> M6</span></div><div class="line"><a name="l00864"></a><span class="lineno"> 864</span> <span class="comment"> */</span></div><div class="line"><a name="l00865"></a><span class="lineno"> 865</span>  <a class="code" href="classarmnn_1_1_graph.xhtml">Graph</a> graph;</div><div class="line"><a name="l00866"></a><span class="lineno"> 866</span> </div><div class="line"><a name="l00867"></a><span class="lineno"> 867</span>  <a class="code" href="structarmnn_1_1_origins_descriptor.xhtml">OriginsDescriptor</a> concatDescriptor(2);</div><div class="line"><a name="l00868"></a><span class="lineno"> 868</span>  <span class="keyword">auto</span> m6 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_concat_layer.xhtml">ConcatLayer</a>>(concatDescriptor, <span class="stringliteral">"m6"</span>);</div><div class="line"><a name="l00869"></a><span class="lineno"> 869</span>  <span class="keyword">auto</span> m3 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a3ff30c6669fdc69de1f5be1f89bacc3f">InsertNewLayer</a><<a class="code" href="classarmnn_1_1_activation_layer.xhtml">ActivationLayer</a>>(m6->GetInputSlot(0),</div><div class="line"><a name="l00870"></a><span class="lineno"> 870</span>  <a class="code" href="structarmnn_1_1_activation_descriptor.xhtml">ActivationDescriptor</a>{},</div><div class="line"><a name="l00871"></a><span class="lineno"> 871</span>  <span class="stringliteral">"m3"</span>);</div><div class="line"><a name="l00872"></a><span class="lineno"> 872</span>  <span class="keyword">auto</span> m2 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a3ff30c6669fdc69de1f5be1f89bacc3f">InsertNewLayer</a><<a class="code" href="classarmnn_1_1_activation_layer.xhtml">ActivationLayer</a>>(m3-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0),</div><div class="line"><a name="l00873"></a><span class="lineno"> 873</span>  <a class="code" href="structarmnn_1_1_activation_descriptor.xhtml">ActivationDescriptor</a>{},</div><div class="line"><a name="l00874"></a><span class="lineno"> 874</span>  <span class="stringliteral">"m2"</span>);</div><div class="line"><a name="l00875"></a><span class="lineno"> 875</span>  <span class="keyword">auto</span> m1 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a3ff30c6669fdc69de1f5be1f89bacc3f">InsertNewLayer</a><<a class="code" href="classarmnn_1_1_activation_layer.xhtml">ActivationLayer</a>>(m2-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0),</div><div class="line"><a name="l00876"></a><span class="lineno"> 876</span>  <a class="code" href="structarmnn_1_1_activation_descriptor.xhtml">ActivationDescriptor</a>{},</div><div class="line"><a name="l00877"></a><span class="lineno"> 877</span>  <span class="stringliteral">"m1"</span>);</div><div class="line"><a name="l00878"></a><span class="lineno"> 878</span>  <span class="keyword">auto</span> m0 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a3ff30c6669fdc69de1f5be1f89bacc3f">InsertNewLayer</a><<a class="code" href="classarmnn_1_1_input_layer.xhtml">InputLayer</a>>(m1-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0), 0, <span class="stringliteral">"m0"</span>);</div><div class="line"><a name="l00879"></a><span class="lineno"> 879</span> </div><div class="line"><a name="l00880"></a><span class="lineno"> 880</span>  <span class="keyword">auto</span> m5 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a3ff30c6669fdc69de1f5be1f89bacc3f">InsertNewLayer</a><<a class="code" href="classarmnn_1_1_activation_layer.xhtml">ActivationLayer</a>>(m6->GetInputSlot(1),</div><div class="line"><a name="l00881"></a><span class="lineno"> 881</span>  <a class="code" href="structarmnn_1_1_activation_descriptor.xhtml">ActivationDescriptor</a>{},</div><div class="line"><a name="l00882"></a><span class="lineno"> 882</span>  <span class="stringliteral">"m5"</span>);</div><div class="line"><a name="l00883"></a><span class="lineno"> 883</span>  <span class="keyword">auto</span> x1 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a3ff30c6669fdc69de1f5be1f89bacc3f">InsertNewLayer</a><<a class="code" href="classarmnn_1_1_activation_layer.xhtml">ActivationLayer</a>>(m5-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0),</div><div class="line"><a name="l00884"></a><span class="lineno"> 884</span>  <a class="code" href="structarmnn_1_1_activation_descriptor.xhtml">ActivationDescriptor</a>{},</div><div class="line"><a name="l00885"></a><span class="lineno"> 885</span>  <span class="stringliteral">"x1"</span>);</div><div class="line"><a name="l00886"></a><span class="lineno"> 886</span>  <span class="keyword">auto</span> m4 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a3ff30c6669fdc69de1f5be1f89bacc3f">InsertNewLayer</a><<a class="code" href="classarmnn_1_1_activation_layer.xhtml">ActivationLayer</a>>(x1-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0),</div><div class="line"><a name="l00887"></a><span class="lineno"> 887</span>  <a class="code" href="structarmnn_1_1_activation_descriptor.xhtml">ActivationDescriptor</a>{},</div><div class="line"><a name="l00888"></a><span class="lineno"> 888</span>  <span class="stringliteral">"m4"</span>);</div><div class="line"><a name="l00889"></a><span class="lineno"> 889</span> </div><div class="line"><a name="l00890"></a><span class="lineno"> 890</span>  <span class="comment">// Connect the other branch to the input layer</span></div><div class="line"><a name="l00891"></a><span class="lineno"> 891</span>  m0-><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>(m4-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l00892"></a><span class="lineno"> 892</span> </div><div class="line"><a name="l00893"></a><span class="lineno"> 893</span>  <span class="comment">// All selected 'M*' layers will be of Activation type</span></div><div class="line"><a name="l00894"></a><span class="lineno"> 894</span>  <a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#aaf71a63dbbc776f8961b0f4fdb9da021">SubgraphViewSelector::Subgraphs</a> subgraphs =</div><div class="line"><a name="l00895"></a><span class="lineno"> 895</span>  SubgraphViewSelector::SelectSubgraphs(</div><div class="line"><a name="l00896"></a><span class="lineno"> 896</span>  graph,</div><div class="line"><a name="l00897"></a><span class="lineno"> 897</span>  <span class="comment">// select the middle layers only</span></div><div class="line"><a name="l00898"></a><span class="lineno"> 898</span>  [](<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>& l)</div><div class="line"><a name="l00899"></a><span class="lineno"> 899</span>  {</div><div class="line"><a name="l00900"></a><span class="lineno"> 900</span>  <span class="keywordtype">bool</span> toSelect = std::string(l.<a class="code" href="classarmnn_1_1_layer.xhtml#a7ddf0cf6f620d59c10e63495ace795d0">GetName</a>())[0] == <span class="charliteral">'m'</span>;</div><div class="line"><a name="l00901"></a><span class="lineno"> 901</span>  <span class="keywordflow">return</span> toSelect;</div><div class="line"><a name="l00902"></a><span class="lineno"> 902</span>  });</div><div class="line"><a name="l00903"></a><span class="lineno"> 903</span> </div><div class="line"><a name="l00904"></a><span class="lineno"> 904</span>  <span class="comment">// expected results to test against</span></div><div class="line"><a name="l00905"></a><span class="lineno"> 905</span>  <span class="keyword">auto</span> largerSubgraph = <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>(<a class="code" href="_common_test_utils_8cpp.xhtml#a9892eac8f1b8ed9cea0baf643fb6d951">CreateInputsFrom</a>({ m0 }),</div><div class="line"><a name="l00906"></a><span class="lineno"> 906</span>  <a class="code" href="_common_test_utils_8cpp.xhtml#ae405c72b6d52a1bf4b3471032e76e3f0">CreateOutputsFrom</a>({ m3, m4 }),</div><div class="line"><a name="l00907"></a><span class="lineno"> 907</span>  { m0, m1, m2, m3, m4 });</div><div class="line"><a name="l00908"></a><span class="lineno"> 908</span> </div><div class="line"><a name="l00909"></a><span class="lineno"> 909</span>  <span class="keyword">auto</span> smallerSubgraph =</div><div class="line"><a name="l00910"></a><span class="lineno"> 910</span>  <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>(std::vector<InputSlot*>{ &m5-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0), & m6->GetInputSlot(0) },</div><div class="line"><a name="l00911"></a><span class="lineno"> 911</span>  std::vector<OutputSlot*>{},</div><div class="line"><a name="l00912"></a><span class="lineno"> 912</span>  { m5, m6 });</div><div class="line"><a name="l00913"></a><span class="lineno"> 913</span> </div><div class="line"><a name="l00914"></a><span class="lineno"> 914</span>  CHECK(subgraphs.size() == 2);</div><div class="line"><a name="l00915"></a><span class="lineno"> 915</span>  <span class="keywordflow">if</span> (subgraphs.size() == 2)</div><div class="line"><a name="l00916"></a><span class="lineno"> 916</span>  {</div><div class="line"><a name="l00917"></a><span class="lineno"> 917</span>  <span class="comment">// we need to have valid subgraph pointers here</span></div><div class="line"><a name="l00918"></a><span class="lineno"> 918</span>  CHECK((subgraphs[0] != <span class="keyword">nullptr</span>));</div><div class="line"><a name="l00919"></a><span class="lineno"> 919</span>  CHECK((subgraphs[1] != <span class="keyword">nullptr</span>));</div><div class="line"><a name="l00920"></a><span class="lineno"> 920</span> </div><div class="line"><a name="l00921"></a><span class="lineno"> 921</span>  <span class="keywordflow">if</span> (subgraphs[0].<span class="keyword">get</span>() != <span class="keyword">nullptr</span> && subgraphs[1].<span class="keyword">get</span>() != <span class="keyword">nullptr</span>)</div><div class="line"><a name="l00922"></a><span class="lineno"> 922</span>  {</div><div class="line"><a name="l00923"></a><span class="lineno"> 923</span>  <span class="comment">// sort the subgraphs by layer size, so it is simpler to test</span></div><div class="line"><a name="l00924"></a><span class="lineno"> 924</span>  std::sort(subgraphs.begin(), subgraphs.end(),</div><div class="line"><a name="l00925"></a><span class="lineno"> 925</span>  [](<a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#a4684a457c7786484375f06e9ab2d2265">SubgraphViewSelector::SubgraphViewPtr</a>& lhs, <a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#a4684a457c7786484375f06e9ab2d2265">SubgraphViewSelector::SubgraphViewPtr</a>& rhs)</div><div class="line"><a name="l00926"></a><span class="lineno"> 926</span>  {</div><div class="line"><a name="l00927"></a><span class="lineno"> 927</span>  <span class="keywordflow">return</span> (lhs->GetIConnectableLayers().size() < rhs->GetIConnectableLayers().size());</div><div class="line"><a name="l00928"></a><span class="lineno"> 928</span>  }</div><div class="line"><a name="l00929"></a><span class="lineno"> 929</span>  );</div><div class="line"><a name="l00930"></a><span class="lineno"> 930</span> </div><div class="line"><a name="l00931"></a><span class="lineno"> 931</span>  CHECK(subgraphs[0]->GetIConnectableLayers().size() == 2);</div><div class="line"><a name="l00932"></a><span class="lineno"> 932</span>  CHECK(subgraphs[1]->GetIConnectableLayers().size() == 5);</div><div class="line"><a name="l00933"></a><span class="lineno"> 933</span> </div><div class="line"><a name="l00934"></a><span class="lineno"> 934</span>  CompareSubgraphViews(subgraphs[0], smallerSubgraph);</div><div class="line"><a name="l00935"></a><span class="lineno"> 935</span>  CompareSubgraphViews(subgraphs[1], largerSubgraph);</div><div class="line"><a name="l00936"></a><span class="lineno"> 936</span>  }</div><div class="line"><a name="l00937"></a><span class="lineno"> 937</span>  }</div><div class="line"><a name="l00938"></a><span class="lineno"> 938</span> }</div><div class="line"><a name="l00939"></a><span class="lineno"> 939</span> </div><div class="line"><a name="l00940"></a><span class="lineno"> 940</span> TEST_CASE(<span class="stringliteral">"MultipleSimpleSubgraphs"</span>)</div><div class="line"><a name="l00941"></a><span class="lineno"> 941</span> {</div><div class="line"><a name="l00942"></a><span class="lineno"> 942</span>  <span class="comment">// This test case represents the scenario when we have two distinct subgraphs</span></div><div class="line"><a name="l00943"></a><span class="lineno"> 943</span>  <span class="comment">// in a simple linear network. The selected nodes are the M* and the</span></div><div class="line"><a name="l00944"></a><span class="lineno"> 944</span>  <span class="comment">// non-selected ones are the X*</span></div><div class="line"><a name="l00945"></a><span class="lineno"> 945</span>  <span class="comment">//</span></div><div class="line"><a name="l00946"></a><span class="lineno"> 946</span>  <span class="comment">// X1 -> M1 -> M2 -> X2 -> M3 -> X3</span></div><div class="line"><a name="l00947"></a><span class="lineno"> 947</span>  <span class="comment">//</span></div><div class="line"><a name="l00948"></a><span class="lineno"> 948</span>  <span class="comment">// The expected results is two subgraphs, one with {M1, M2} and another one</span></div><div class="line"><a name="l00949"></a><span class="lineno"> 949</span>  <span class="comment">// with {M3}</span></div><div class="line"><a name="l00950"></a><span class="lineno"> 950</span>  <span class="comment">//</span></div><div class="line"><a name="l00951"></a><span class="lineno"> 951</span>  <a class="code" href="classarmnn_1_1_graph.xhtml">Graph</a> graph;</div><div class="line"><a name="l00952"></a><span class="lineno"> 952</span> </div><div class="line"><a name="l00953"></a><span class="lineno"> 953</span>  <span class="comment">// the graph is constructed in reverse order</span></div><div class="line"><a name="l00954"></a><span class="lineno"> 954</span>  <span class="keyword">auto</span> x3 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_output_layer.xhtml">OutputLayer</a>>(0, <span class="stringliteral">"output"</span>);</div><div class="line"><a name="l00955"></a><span class="lineno"> 955</span>  <span class="keyword">auto</span> m3 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a3ff30c6669fdc69de1f5be1f89bacc3f">InsertNewLayer</a><<a class="code" href="classarmnn_1_1_activation_layer.xhtml">ActivationLayer</a>>(x3->GetInputSlot(0),</div><div class="line"><a name="l00956"></a><span class="lineno"> 956</span>  <a class="code" href="structarmnn_1_1_activation_descriptor.xhtml">ActivationDescriptor</a>{},</div><div class="line"><a name="l00957"></a><span class="lineno"> 957</span>  <span class="stringliteral">"m3"</span>);</div><div class="line"><a name="l00958"></a><span class="lineno"> 958</span>  <span class="keyword">auto</span> x2 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a3ff30c6669fdc69de1f5be1f89bacc3f">InsertNewLayer</a><<a class="code" href="classarmnn_1_1_convolution2d_layer.xhtml">Convolution2dLayer</a>>(m3-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0),</div><div class="line"><a name="l00959"></a><span class="lineno"> 959</span>  <a class="code" href="structarmnn_1_1_convolution2d_descriptor.xhtml">Convolution2dDescriptor</a>{},</div><div class="line"><a name="l00960"></a><span class="lineno"> 960</span>  <span class="stringliteral">"x2"</span>);</div><div class="line"><a name="l00961"></a><span class="lineno"> 961</span>  <span class="keyword">auto</span> m2 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a3ff30c6669fdc69de1f5be1f89bacc3f">InsertNewLayer</a><<a class="code" href="classarmnn_1_1_activation_layer.xhtml">ActivationLayer</a>>(x2-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0),</div><div class="line"><a name="l00962"></a><span class="lineno"> 962</span>  <a class="code" href="structarmnn_1_1_activation_descriptor.xhtml">ActivationDescriptor</a>{},</div><div class="line"><a name="l00963"></a><span class="lineno"> 963</span>  <span class="stringliteral">"m2"</span>);</div><div class="line"><a name="l00964"></a><span class="lineno"> 964</span>  <span class="keyword">auto</span> m1 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a3ff30c6669fdc69de1f5be1f89bacc3f">InsertNewLayer</a><<a class="code" href="classarmnn_1_1_activation_layer.xhtml">ActivationLayer</a>>(m2-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0),</div><div class="line"><a name="l00965"></a><span class="lineno"> 965</span>  <a class="code" href="structarmnn_1_1_activation_descriptor.xhtml">ActivationDescriptor</a>{},</div><div class="line"><a name="l00966"></a><span class="lineno"> 966</span>  <span class="stringliteral">"m1"</span>);</div><div class="line"><a name="l00967"></a><span class="lineno"> 967</span>  graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a3ff30c6669fdc69de1f5be1f89bacc3f">InsertNewLayer</a><<a class="code" href="classarmnn_1_1_input_layer.xhtml">InputLayer</a>>(m1-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0), 0, <span class="stringliteral">"x1"</span>);</div><div class="line"><a name="l00968"></a><span class="lineno"> 968</span> </div><div class="line"><a name="l00969"></a><span class="lineno"> 969</span>  <span class="comment">// All selected 'M*' layers will be of Activation type</span></div><div class="line"><a name="l00970"></a><span class="lineno"> 970</span>  <a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#aaf71a63dbbc776f8961b0f4fdb9da021">SubgraphViewSelector::Subgraphs</a> subgraphs =</div><div class="line"><a name="l00971"></a><span class="lineno"> 971</span>  SubgraphViewSelector::SelectSubgraphs(</div><div class="line"><a name="l00972"></a><span class="lineno"> 972</span>  graph,</div><div class="line"><a name="l00973"></a><span class="lineno"> 973</span>  <span class="comment">// select the middle layers only</span></div><div class="line"><a name="l00974"></a><span class="lineno"> 974</span>  [](<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a> & l)</div><div class="line"><a name="l00975"></a><span class="lineno"> 975</span>  {</div><div class="line"><a name="l00976"></a><span class="lineno"> 976</span>  <span class="keywordtype">bool</span> toSelect = (l.<a class="code" href="classarmnn_1_1_layer.xhtml#ad8e15c530c929ab823d89ae9fd2d3f11">GetType</a>() == <a class="code" href="namespacearmnn.xhtml#a7636fbbc4f8ea2d0cf9f3ac2d12a4c62">LayerType::Activation</a>);</div><div class="line"><a name="l00977"></a><span class="lineno"> 977</span>  <span class="keywordflow">return</span> toSelect;</div><div class="line"><a name="l00978"></a><span class="lineno"> 978</span>  });</div><div class="line"><a name="l00979"></a><span class="lineno"> 979</span> </div><div class="line"><a name="l00980"></a><span class="lineno"> 980</span>  <span class="comment">// expected results to test against</span></div><div class="line"><a name="l00981"></a><span class="lineno"> 981</span>  <span class="keyword">auto</span> largerSubgraph = <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>(<a class="code" href="_common_test_utils_8cpp.xhtml#a9892eac8f1b8ed9cea0baf643fb6d951">CreateInputsFrom</a>({m1}),</div><div class="line"><a name="l00982"></a><span class="lineno"> 982</span>  <a class="code" href="_common_test_utils_8cpp.xhtml#ae405c72b6d52a1bf4b3471032e76e3f0">CreateOutputsFrom</a>({m2}),</div><div class="line"><a name="l00983"></a><span class="lineno"> 983</span>  {m1, m2});</div><div class="line"><a name="l00984"></a><span class="lineno"> 984</span> </div><div class="line"><a name="l00985"></a><span class="lineno"> 985</span>  <span class="keyword">auto</span> smallerSubgraph = <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>(<a class="code" href="_common_test_utils_8cpp.xhtml#a9892eac8f1b8ed9cea0baf643fb6d951">CreateInputsFrom</a>({m3}),</div><div class="line"><a name="l00986"></a><span class="lineno"> 986</span>  <a class="code" href="_common_test_utils_8cpp.xhtml#ae405c72b6d52a1bf4b3471032e76e3f0">CreateOutputsFrom</a>({m3}),</div><div class="line"><a name="l00987"></a><span class="lineno"> 987</span>  {m3});</div><div class="line"><a name="l00988"></a><span class="lineno"> 988</span> </div><div class="line"><a name="l00989"></a><span class="lineno"> 989</span>  CHECK(subgraphs.size() == 2);</div><div class="line"><a name="l00990"></a><span class="lineno"> 990</span>  <span class="keywordflow">if</span> (subgraphs.size() == 2)</div><div class="line"><a name="l00991"></a><span class="lineno"> 991</span>  {</div><div class="line"><a name="l00992"></a><span class="lineno"> 992</span>  <span class="comment">// we need to have valid subgraph pointers here</span></div><div class="line"><a name="l00993"></a><span class="lineno"> 993</span>  CHECK((subgraphs[0] != <span class="keyword">nullptr</span>));</div><div class="line"><a name="l00994"></a><span class="lineno"> 994</span>  CHECK((subgraphs[1] != <span class="keyword">nullptr</span>));</div><div class="line"><a name="l00995"></a><span class="lineno"> 995</span> </div><div class="line"><a name="l00996"></a><span class="lineno"> 996</span>  <span class="keywordflow">if</span> (subgraphs[0].<span class="keyword">get</span>() != <span class="keyword">nullptr</span> && subgraphs[1].<span class="keyword">get</span>() != <span class="keyword">nullptr</span>)</div><div class="line"><a name="l00997"></a><span class="lineno"> 997</span>  {</div><div class="line"><a name="l00998"></a><span class="lineno"> 998</span>  <span class="comment">// sort the subgraphs by layer size, so it is simpler to test</span></div><div class="line"><a name="l00999"></a><span class="lineno"> 999</span>  std::sort(subgraphs.begin(), subgraphs.end(),</div><div class="line"><a name="l01000"></a><span class="lineno"> 1000</span>  [](<a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#a4684a457c7786484375f06e9ab2d2265">SubgraphViewSelector::SubgraphViewPtr</a> & lhs, <a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#a4684a457c7786484375f06e9ab2d2265">SubgraphViewSelector::SubgraphViewPtr</a> & rhs)</div><div class="line"><a name="l01001"></a><span class="lineno"> 1001</span>  {</div><div class="line"><a name="l01002"></a><span class="lineno"> 1002</span>  <span class="keywordflow">return</span> (lhs->GetIConnectableLayers().size() < rhs->GetIConnectableLayers().size());</div><div class="line"><a name="l01003"></a><span class="lineno"> 1003</span>  }</div><div class="line"><a name="l01004"></a><span class="lineno"> 1004</span>  );</div><div class="line"><a name="l01005"></a><span class="lineno"> 1005</span> </div><div class="line"><a name="l01006"></a><span class="lineno"> 1006</span>  CHECK(subgraphs[0]->GetIConnectableLayers().size() == 1);</div><div class="line"><a name="l01007"></a><span class="lineno"> 1007</span>  CHECK(subgraphs[1]->GetIConnectableLayers().size() == 2);</div><div class="line"><a name="l01008"></a><span class="lineno"> 1008</span> </div><div class="line"><a name="l01009"></a><span class="lineno"> 1009</span>  CompareSubgraphViews(subgraphs[0], smallerSubgraph);</div><div class="line"><a name="l01010"></a><span class="lineno"> 1010</span>  CompareSubgraphViews(subgraphs[1], largerSubgraph);</div><div class="line"><a name="l01011"></a><span class="lineno"> 1011</span>  }</div><div class="line"><a name="l01012"></a><span class="lineno"> 1012</span>  }</div><div class="line"><a name="l01013"></a><span class="lineno"> 1013</span> }</div><div class="line"><a name="l01014"></a><span class="lineno"> 1014</span> </div><div class="line"><a name="l01015"></a><span class="lineno"> 1015</span> TEST_CASE(<span class="stringliteral">"SimpleLinearTest"</span>)</div><div class="line"><a name="l01016"></a><span class="lineno"> 1016</span> {</div><div class="line"><a name="l01017"></a><span class="lineno"> 1017</span>  <span class="comment">//X1 -> M1 -> M2 -> X2</span></div><div class="line"><a name="l01018"></a><span class="lineno"> 1018</span>  <span class="comment">//Where the input slots of M1 and the output slots of M2 are to be the sub graph boundaries.</span></div><div class="line"><a name="l01019"></a><span class="lineno"> 1019</span>  <a class="code" href="classarmnn_1_1_graph.xhtml">Graph</a> graph;</div><div class="line"><a name="l01020"></a><span class="lineno"> 1020</span> </div><div class="line"><a name="l01021"></a><span class="lineno"> 1021</span>  <a class="code" href="structarmnn_1_1_activation_descriptor.xhtml">ActivationDescriptor</a> activationDefaults;</div><div class="line"><a name="l01022"></a><span class="lineno"> 1022</span> </div><div class="line"><a name="l01023"></a><span class="lineno"> 1023</span>  <span class="keyword">auto</span> layerX1 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_input_layer.xhtml">InputLayer</a>>(0, <span class="stringliteral">"layerX1"</span>);</div><div class="line"><a name="l01024"></a><span class="lineno"> 1024</span>  <span class="keyword">auto</span> layerX2 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_output_layer.xhtml">OutputLayer</a>>(0, <span class="stringliteral">"layerX2"</span>);</div><div class="line"><a name="l01025"></a><span class="lineno"> 1025</span>  <span class="keyword">auto</span> layerM1 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_activation_layer.xhtml">ActivationLayer</a>>(activationDefaults, <span class="stringliteral">"layerM1"</span>);</div><div class="line"><a name="l01026"></a><span class="lineno"> 1026</span>  <span class="keyword">auto</span> layerM2 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_activation_layer.xhtml">ActivationLayer</a>>(activationDefaults, <span class="stringliteral">"layerM2"</span>);</div><div class="line"><a name="l01027"></a><span class="lineno"> 1027</span> </div><div class="line"><a name="l01028"></a><span class="lineno"> 1028</span>  <span class="comment">// X1</span></div><div class="line"><a name="l01029"></a><span class="lineno"> 1029</span>  <span class="comment">// |</span></div><div class="line"><a name="l01030"></a><span class="lineno"> 1030</span>  <span class="comment">// M1</span></div><div class="line"><a name="l01031"></a><span class="lineno"> 1031</span>  <span class="comment">// |</span></div><div class="line"><a name="l01032"></a><span class="lineno"> 1032</span>  <span class="comment">// M2</span></div><div class="line"><a name="l01033"></a><span class="lineno"> 1033</span>  <span class="comment">// |</span></div><div class="line"><a name="l01034"></a><span class="lineno"> 1034</span>  <span class="comment">// X2</span></div><div class="line"><a name="l01035"></a><span class="lineno"> 1035</span> </div><div class="line"><a name="l01036"></a><span class="lineno"> 1036</span>  layerX1-><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>(layerM1-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l01037"></a><span class="lineno"> 1037</span>  layerM1-><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>(layerM2-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l01038"></a><span class="lineno"> 1038</span>  layerM2-><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>(layerX2-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l01039"></a><span class="lineno"> 1039</span> </div><div class="line"><a name="l01040"></a><span class="lineno"> 1040</span>  <a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#aaf71a63dbbc776f8961b0f4fdb9da021">SubgraphViewSelector::Subgraphs</a> subgraphs =</div><div class="line"><a name="l01041"></a><span class="lineno"> 1041</span>  SubgraphViewSelector::SelectSubgraphs(</div><div class="line"><a name="l01042"></a><span class="lineno"> 1042</span>  graph,</div><div class="line"><a name="l01043"></a><span class="lineno"> 1043</span>  <span class="comment">// select the activation layers M1 and M2</span></div><div class="line"><a name="l01044"></a><span class="lineno"> 1044</span>  [](<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a> & l)</div><div class="line"><a name="l01045"></a><span class="lineno"> 1045</span>  {</div><div class="line"><a name="l01046"></a><span class="lineno"> 1046</span>  <span class="keywordtype">bool</span> toSelect = (l.<a class="code" href="classarmnn_1_1_layer.xhtml#ad8e15c530c929ab823d89ae9fd2d3f11">GetType</a>() == <a class="code" href="namespacearmnn.xhtml#a7636fbbc4f8ea2d0cf9f3ac2d12a4c62">LayerType::Activation</a>);</div><div class="line"><a name="l01047"></a><span class="lineno"> 1047</span>  <span class="keywordflow">return</span> toSelect;</div><div class="line"><a name="l01048"></a><span class="lineno"> 1048</span>  });</div><div class="line"><a name="l01049"></a><span class="lineno"> 1049</span> </div><div class="line"><a name="l01050"></a><span class="lineno"> 1050</span>  CHECK(subgraphs.size() == 1);</div><div class="line"><a name="l01051"></a><span class="lineno"> 1051</span>  <span class="keywordflow">if</span>(subgraphs.size() == 1)</div><div class="line"><a name="l01052"></a><span class="lineno"> 1052</span>  {</div><div class="line"><a name="l01053"></a><span class="lineno"> 1053</span>  <span class="keyword">auto</span> expected = <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>(<a class="code" href="_common_test_utils_8cpp.xhtml#a9892eac8f1b8ed9cea0baf643fb6d951">CreateInputsFrom</a>({layerM1}),</div><div class="line"><a name="l01054"></a><span class="lineno"> 1054</span>  <a class="code" href="_common_test_utils_8cpp.xhtml#ae405c72b6d52a1bf4b3471032e76e3f0">CreateOutputsFrom</a>({layerM2}),</div><div class="line"><a name="l01055"></a><span class="lineno"> 1055</span>  {layerM1, layerM2});</div><div class="line"><a name="l01056"></a><span class="lineno"> 1056</span> </div><div class="line"><a name="l01057"></a><span class="lineno"> 1057</span>  CompareSubgraphViews(subgraphs[0], expected);</div><div class="line"><a name="l01058"></a><span class="lineno"> 1058</span>  }</div><div class="line"><a name="l01059"></a><span class="lineno"> 1059</span> }</div><div class="line"><a name="l01060"></a><span class="lineno"> 1060</span> </div><div class="line"><a name="l01061"></a><span class="lineno"> 1061</span> TEST_CASE(<span class="stringliteral">"MultiInputSingleOutput"</span>)</div><div class="line"><a name="l01062"></a><span class="lineno"> 1062</span> {</div><div class="line"><a name="l01063"></a><span class="lineno"> 1063</span>  <span class="comment">//X1 -> M1 -> M3 -> X3</span></div><div class="line"><a name="l01064"></a><span class="lineno"> 1064</span>  <span class="comment">//X2 -> M2 -> M3 -> X3</span></div><div class="line"><a name="l01065"></a><span class="lineno"> 1065</span>  <span class="comment">//Where the input slots of {M1, M2} and the output slots of M3 are to be the subgraph boundaries.</span></div><div class="line"><a name="l01066"></a><span class="lineno"> 1066</span>  <a class="code" href="classarmnn_1_1_graph.xhtml">Graph</a> graph;</div><div class="line"><a name="l01067"></a><span class="lineno"> 1067</span> </div><div class="line"><a name="l01068"></a><span class="lineno"> 1068</span>  <a class="code" href="structarmnn_1_1_activation_descriptor.xhtml">ActivationDescriptor</a> activationDefaults;</div><div class="line"><a name="l01069"></a><span class="lineno"> 1069</span> </div><div class="line"><a name="l01070"></a><span class="lineno"> 1070</span>  <span class="keyword">auto</span> layerX1 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_input_layer.xhtml">InputLayer</a>>(0, <span class="stringliteral">"layerX1"</span>);</div><div class="line"><a name="l01071"></a><span class="lineno"> 1071</span>  <span class="keyword">auto</span> layerX2 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_input_layer.xhtml">InputLayer</a>>(1, <span class="stringliteral">"layerX2"</span>);</div><div class="line"><a name="l01072"></a><span class="lineno"> 1072</span>  <span class="keyword">auto</span> layerM1 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_activation_layer.xhtml">ActivationLayer</a>>(activationDefaults, <span class="stringliteral">"layerM1"</span>);</div><div class="line"><a name="l01073"></a><span class="lineno"> 1073</span>  <span class="keyword">auto</span> layerM2 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_activation_layer.xhtml">ActivationLayer</a>>(activationDefaults, <span class="stringliteral">"layerM2"</span>);</div><div class="line"><a name="l01074"></a><span class="lineno"> 1074</span>  <span class="keyword">auto</span> layerM3 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_addition_layer.xhtml">AdditionLayer</a>>(<span class="stringliteral">"layerM3"</span>);</div><div class="line"><a name="l01075"></a><span class="lineno"> 1075</span>  <span class="keyword">auto</span> layerX3 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_output_layer.xhtml">OutputLayer</a>>(0, <span class="stringliteral">"layerX3"</span>);</div><div class="line"><a name="l01076"></a><span class="lineno"> 1076</span> </div><div class="line"><a name="l01077"></a><span class="lineno"> 1077</span>  <span class="comment">// X1 X2</span></div><div class="line"><a name="l01078"></a><span class="lineno"> 1078</span>  <span class="comment">// | |</span></div><div class="line"><a name="l01079"></a><span class="lineno"> 1079</span>  <span class="comment">// M1 M2</span></div><div class="line"><a name="l01080"></a><span class="lineno"> 1080</span>  <span class="comment">// \ |</span></div><div class="line"><a name="l01081"></a><span class="lineno"> 1081</span>  <span class="comment">// \ |</span></div><div class="line"><a name="l01082"></a><span class="lineno"> 1082</span>  <span class="comment">// \|</span></div><div class="line"><a name="l01083"></a><span class="lineno"> 1083</span>  <span class="comment">// M3</span></div><div class="line"><a name="l01084"></a><span class="lineno"> 1084</span>  <span class="comment">// |</span></div><div class="line"><a name="l01085"></a><span class="lineno"> 1085</span>  <span class="comment">// |</span></div><div class="line"><a name="l01086"></a><span class="lineno"> 1086</span>  <span class="comment">// X3</span></div><div class="line"><a name="l01087"></a><span class="lineno"> 1087</span> </div><div class="line"><a name="l01088"></a><span class="lineno"> 1088</span>  layerX1-><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>(layerM1-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l01089"></a><span class="lineno"> 1089</span>  layerX2-><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>(layerM2-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l01090"></a><span class="lineno"> 1090</span>  layerM1-><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>(layerM3-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l01091"></a><span class="lineno"> 1091</span>  layerM2-><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>(layerM3-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(1));</div><div class="line"><a name="l01092"></a><span class="lineno"> 1092</span>  layerM3-><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>(layerX3-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l01093"></a><span class="lineno"> 1093</span> </div><div class="line"><a name="l01094"></a><span class="lineno"> 1094</span>  <a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#aaf71a63dbbc776f8961b0f4fdb9da021">SubgraphViewSelector::Subgraphs</a> subgraphs =</div><div class="line"><a name="l01095"></a><span class="lineno"> 1095</span>  SubgraphViewSelector::SelectSubgraphs(</div><div class="line"><a name="l01096"></a><span class="lineno"> 1096</span>  graph,</div><div class="line"><a name="l01097"></a><span class="lineno"> 1097</span>  <span class="comment">// select Activation and Addition Layers M1, M2 and M3</span></div><div class="line"><a name="l01098"></a><span class="lineno"> 1098</span>  [](<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a> & l)</div><div class="line"><a name="l01099"></a><span class="lineno"> 1099</span>  {</div><div class="line"><a name="l01100"></a><span class="lineno"> 1100</span>  <span class="keywordtype">bool</span> toSelect = (l.<a class="code" href="classarmnn_1_1_layer.xhtml#ad8e15c530c929ab823d89ae9fd2d3f11">GetType</a>() == <a class="code" href="namespacearmnn.xhtml#a7636fbbc4f8ea2d0cf9f3ac2d12a4c62">LayerType::Activation</a></div><div class="line"><a name="l01101"></a><span class="lineno"> 1101</span>  || l.<a class="code" href="classarmnn_1_1_layer.xhtml#ad8e15c530c929ab823d89ae9fd2d3f11">GetType</a>() == LayerType::Addition);</div><div class="line"><a name="l01102"></a><span class="lineno"> 1102</span>  <span class="keywordflow">return</span> toSelect;</div><div class="line"><a name="l01103"></a><span class="lineno"> 1103</span>  });</div><div class="line"><a name="l01104"></a><span class="lineno"> 1104</span> </div><div class="line"><a name="l01105"></a><span class="lineno"> 1105</span>  CHECK(subgraphs.size() == 1);</div><div class="line"><a name="l01106"></a><span class="lineno"> 1106</span>  <span class="keywordflow">if</span> (subgraphs.size() == 1)</div><div class="line"><a name="l01107"></a><span class="lineno"> 1107</span>  {</div><div class="line"><a name="l01108"></a><span class="lineno"> 1108</span>  <span class="keyword">auto</span> expected = <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>(<a class="code" href="_common_test_utils_8cpp.xhtml#a9892eac8f1b8ed9cea0baf643fb6d951">CreateInputsFrom</a>({layerM1, layerM2}),</div><div class="line"><a name="l01109"></a><span class="lineno"> 1109</span>  <a class="code" href="_common_test_utils_8cpp.xhtml#ae405c72b6d52a1bf4b3471032e76e3f0">CreateOutputsFrom</a>({layerM3}),</div><div class="line"><a name="l01110"></a><span class="lineno"> 1110</span>  {layerM1, layerM2, layerM3});</div><div class="line"><a name="l01111"></a><span class="lineno"> 1111</span> </div><div class="line"><a name="l01112"></a><span class="lineno"> 1112</span>  CompareSubgraphViews(subgraphs[0], expected);</div><div class="line"><a name="l01113"></a><span class="lineno"> 1113</span>  }</div><div class="line"><a name="l01114"></a><span class="lineno"> 1114</span> }</div><div class="line"><a name="l01115"></a><span class="lineno"> 1115</span> </div><div class="line"><a name="l01116"></a><span class="lineno"> 1116</span> TEST_CASE(<span class="stringliteral">"SingleInputMultiOutput"</span>)</div><div class="line"><a name="l01117"></a><span class="lineno"> 1117</span> {</div><div class="line"><a name="l01118"></a><span class="lineno"> 1118</span>  <span class="comment">//X1 -> M1 -> M2 -> X2</span></div><div class="line"><a name="l01119"></a><span class="lineno"> 1119</span>  <span class="comment">//X1 -> M1 -> M3 -> X3</span></div><div class="line"><a name="l01120"></a><span class="lineno"> 1120</span>  <span class="comment">//Where the input slots of M1 and the output slots of {M2, M3} are to be the subgraph boundaries.</span></div><div class="line"><a name="l01121"></a><span class="lineno"> 1121</span>  <a class="code" href="classarmnn_1_1_graph.xhtml">Graph</a> graph;</div><div class="line"><a name="l01122"></a><span class="lineno"> 1122</span> </div><div class="line"><a name="l01123"></a><span class="lineno"> 1123</span>  <a class="code" href="structarmnn_1_1_activation_descriptor.xhtml">ActivationDescriptor</a> activationDefaults;</div><div class="line"><a name="l01124"></a><span class="lineno"> 1124</span>  <a class="code" href="structarmnn_1_1_views_descriptor.xhtml">ViewsDescriptor</a> viewDefaults(2,4);</div><div class="line"><a name="l01125"></a><span class="lineno"> 1125</span> </div><div class="line"><a name="l01126"></a><span class="lineno"> 1126</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* layerX1 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_input_layer.xhtml">InputLayer</a>>(0, <span class="stringliteral">"layerX1"</span>);</div><div class="line"><a name="l01127"></a><span class="lineno"> 1127</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* layerM1 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_splitter_layer.xhtml">SplitterLayer</a>>(viewDefaults, <span class="stringliteral">"layerM1"</span>);</div><div class="line"><a name="l01128"></a><span class="lineno"> 1128</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* layerM2 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_activation_layer.xhtml">ActivationLayer</a>>(activationDefaults, <span class="stringliteral">"layerM2"</span>);</div><div class="line"><a name="l01129"></a><span class="lineno"> 1129</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* layerM3 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_activation_layer.xhtml">ActivationLayer</a>>(activationDefaults, <span class="stringliteral">"layerM3"</span>);</div><div class="line"><a name="l01130"></a><span class="lineno"> 1130</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* layerX2 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_output_layer.xhtml">OutputLayer</a>>(0, <span class="stringliteral">"layerX2"</span>);</div><div class="line"><a name="l01131"></a><span class="lineno"> 1131</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* layerX3 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_output_layer.xhtml">OutputLayer</a>>(1, <span class="stringliteral">"layerX3"</span>);</div><div class="line"><a name="l01132"></a><span class="lineno"> 1132</span> </div><div class="line"><a name="l01133"></a><span class="lineno"> 1133</span>  <span class="comment">// X1</span></div><div class="line"><a name="l01134"></a><span class="lineno"> 1134</span>  <span class="comment">// |</span></div><div class="line"><a name="l01135"></a><span class="lineno"> 1135</span>  <span class="comment">// M1</span></div><div class="line"><a name="l01136"></a><span class="lineno"> 1136</span>  <span class="comment">// /|</span></div><div class="line"><a name="l01137"></a><span class="lineno"> 1137</span>  <span class="comment">// / |</span></div><div class="line"><a name="l01138"></a><span class="lineno"> 1138</span>  <span class="comment">// / |</span></div><div class="line"><a name="l01139"></a><span class="lineno"> 1139</span>  <span class="comment">// M2 M3</span></div><div class="line"><a name="l01140"></a><span class="lineno"> 1140</span>  <span class="comment">// | |</span></div><div class="line"><a name="l01141"></a><span class="lineno"> 1141</span>  <span class="comment">// | |</span></div><div class="line"><a name="l01142"></a><span class="lineno"> 1142</span>  <span class="comment">// X2 X3</span></div><div class="line"><a name="l01143"></a><span class="lineno"> 1143</span> </div><div class="line"><a name="l01144"></a><span class="lineno"> 1144</span>  layerX1-><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>(layerM1->GetInputSlot(0));</div><div class="line"><a name="l01145"></a><span class="lineno"> 1145</span>  layerM1->GetOutputSlot(0).Connect(layerM2->GetInputSlot(0));</div><div class="line"><a name="l01146"></a><span class="lineno"> 1146</span>  layerM1->GetOutputSlot(1).Connect(layerM3->GetInputSlot(0));</div><div class="line"><a name="l01147"></a><span class="lineno"> 1147</span>  layerM2->GetOutputSlot(0).Connect(layerX2->GetInputSlot(0));</div><div class="line"><a name="l01148"></a><span class="lineno"> 1148</span>  layerM3->GetOutputSlot(0).Connect(layerX3->GetInputSlot(0));</div><div class="line"><a name="l01149"></a><span class="lineno"> 1149</span> </div><div class="line"><a name="l01150"></a><span class="lineno"> 1150</span>  <a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#aaf71a63dbbc776f8961b0f4fdb9da021">SubgraphViewSelector::Subgraphs</a> subgraphs =</div><div class="line"><a name="l01151"></a><span class="lineno"> 1151</span>  SubgraphViewSelector::SelectSubgraphs(</div><div class="line"><a name="l01152"></a><span class="lineno"> 1152</span>  graph,</div><div class="line"><a name="l01153"></a><span class="lineno"> 1153</span>  <span class="comment">// select Activation and Splitter Layers M1, M2 and M3</span></div><div class="line"><a name="l01154"></a><span class="lineno"> 1154</span>  [](<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a> & l)</div><div class="line"><a name="l01155"></a><span class="lineno"> 1155</span>  {</div><div class="line"><a name="l01156"></a><span class="lineno"> 1156</span>  <span class="keywordtype">bool</span> toSelect = (l.<a class="code" href="classarmnn_1_1_layer.xhtml#ad8e15c530c929ab823d89ae9fd2d3f11">GetType</a>() == <a class="code" href="namespacearmnn.xhtml#a7636fbbc4f8ea2d0cf9f3ac2d12a4c62">LayerType::Activation</a></div><div class="line"><a name="l01157"></a><span class="lineno"> 1157</span>  || l.<a class="code" href="classarmnn_1_1_layer.xhtml#ad8e15c530c929ab823d89ae9fd2d3f11">GetType</a>() == <a class="code" href="namespacearmnn.xhtml#ac90715a0439d1e77922996a27ef3a534">LayerType::Splitter</a>);</div><div class="line"><a name="l01158"></a><span class="lineno"> 1158</span>  <span class="keywordflow">return</span> toSelect;</div><div class="line"><a name="l01159"></a><span class="lineno"> 1159</span>  });</div><div class="line"><a name="l01160"></a><span class="lineno"> 1160</span> </div><div class="line"><a name="l01161"></a><span class="lineno"> 1161</span>  CHECK(subgraphs.size() == 1);</div><div class="line"><a name="l01162"></a><span class="lineno"> 1162</span>  <span class="keywordflow">if</span>(subgraphs.size() == 1)</div><div class="line"><a name="l01163"></a><span class="lineno"> 1163</span>  {</div><div class="line"><a name="l01164"></a><span class="lineno"> 1164</span>  <span class="keyword">auto</span> expected = <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>(<a class="code" href="_common_test_utils_8cpp.xhtml#a9892eac8f1b8ed9cea0baf643fb6d951">CreateInputsFrom</a>({layerM1}),</div><div class="line"><a name="l01165"></a><span class="lineno"> 1165</span>  <a class="code" href="_common_test_utils_8cpp.xhtml#ae405c72b6d52a1bf4b3471032e76e3f0">CreateOutputsFrom</a>({layerM2, layerM3}),</div><div class="line"><a name="l01166"></a><span class="lineno"> 1166</span>  {layerM1, layerM2, layerM3});</div><div class="line"><a name="l01167"></a><span class="lineno"> 1167</span> </div><div class="line"><a name="l01168"></a><span class="lineno"> 1168</span>  CompareSubgraphViews(subgraphs[0], expected);</div><div class="line"><a name="l01169"></a><span class="lineno"> 1169</span>  }</div><div class="line"><a name="l01170"></a><span class="lineno"> 1170</span> }</div><div class="line"><a name="l01171"></a><span class="lineno"> 1171</span> </div><div class="line"><a name="l01172"></a><span class="lineno"> 1172</span> TEST_CASE(<span class="stringliteral">"MultiInputMultiOutput"</span>)</div><div class="line"><a name="l01173"></a><span class="lineno"> 1173</span> {</div><div class="line"><a name="l01174"></a><span class="lineno"> 1174</span>  <span class="comment">// This case represents the scenario with multiple inputs and multiple outputs</span></div><div class="line"><a name="l01175"></a><span class="lineno"> 1175</span>  <span class="comment">//</span></div><div class="line"><a name="l01176"></a><span class="lineno"> 1176</span>  <span class="comment">// X1 -> M1 -> M3 -> M4 -> X3</span></div><div class="line"><a name="l01177"></a><span class="lineno"> 1177</span>  <span class="comment">// X2 -> M2 -> M3 -> M5 -> X4</span></div><div class="line"><a name="l01178"></a><span class="lineno"> 1178</span>  <span class="comment">//</span></div><div class="line"><a name="l01179"></a><span class="lineno"> 1179</span>  <span class="comment">// Where the input slots of {M1, M2} and the output slots of {M4, M5} are to be the subgraph</span></div><div class="line"><a name="l01180"></a><span class="lineno"> 1180</span>  <span class="comment">// boundaries.</span></div><div class="line"><a name="l01181"></a><span class="lineno"> 1181</span> </div><div class="line"><a name="l01182"></a><span class="lineno"> 1182</span>  <a class="code" href="classarmnn_1_1_graph.xhtml">Graph</a> graph;</div><div class="line"><a name="l01183"></a><span class="lineno"> 1183</span> </div><div class="line"><a name="l01184"></a><span class="lineno"> 1184</span>  <a class="code" href="structarmnn_1_1_activation_descriptor.xhtml">ActivationDescriptor</a> activationDefaults;</div><div class="line"><a name="l01185"></a><span class="lineno"> 1185</span>  <a class="code" href="structarmnn_1_1_origins_descriptor.xhtml">OriginsDescriptor</a> concatDescriptor(2);</div><div class="line"><a name="l01186"></a><span class="lineno"> 1186</span> </div><div class="line"><a name="l01187"></a><span class="lineno"> 1187</span>  <span class="keyword">auto</span> x1 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_input_layer.xhtml">InputLayer</a>>(0, <span class="stringliteral">"x1"</span>);</div><div class="line"><a name="l01188"></a><span class="lineno"> 1188</span>  <span class="keyword">auto</span> x2 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_input_layer.xhtml">InputLayer</a>>(1, <span class="stringliteral">"x2"</span>);</div><div class="line"><a name="l01189"></a><span class="lineno"> 1189</span> </div><div class="line"><a name="l01190"></a><span class="lineno"> 1190</span>  <span class="keyword">auto</span> m1 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_activation_layer.xhtml">ActivationLayer</a>>(activationDefaults, <span class="stringliteral">"m1"</span>);</div><div class="line"><a name="l01191"></a><span class="lineno"> 1191</span>  <span class="keyword">auto</span> m2 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_activation_layer.xhtml">ActivationLayer</a>>(activationDefaults, <span class="stringliteral">"m2"</span>);</div><div class="line"><a name="l01192"></a><span class="lineno"> 1192</span>  <span class="keyword">auto</span> m3 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_concat_layer.xhtml">ConcatLayer</a>>(concatDescriptor, <span class="stringliteral">"m3"</span>);</div><div class="line"><a name="l01193"></a><span class="lineno"> 1193</span> </div><div class="line"><a name="l01194"></a><span class="lineno"> 1194</span>  <span class="keyword">auto</span> m4 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_activation_layer.xhtml">ActivationLayer</a>>(activationDefaults, <span class="stringliteral">"m4"</span>);</div><div class="line"><a name="l01195"></a><span class="lineno"> 1195</span>  <span class="keyword">auto</span> m5 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_activation_layer.xhtml">ActivationLayer</a>>(activationDefaults, <span class="stringliteral">"m5"</span>);</div><div class="line"><a name="l01196"></a><span class="lineno"> 1196</span> </div><div class="line"><a name="l01197"></a><span class="lineno"> 1197</span>  <span class="keyword">auto</span> x3 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_output_layer.xhtml">OutputLayer</a>>(0, <span class="stringliteral">"x3"</span>);</div><div class="line"><a name="l01198"></a><span class="lineno"> 1198</span>  <span class="keyword">auto</span> x4 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_output_layer.xhtml">OutputLayer</a>>(1, <span class="stringliteral">"x4"</span>);</div><div class="line"><a name="l01199"></a><span class="lineno"> 1199</span> </div><div class="line"><a name="l01200"></a><span class="lineno"> 1200</span>  x1-><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>(m1-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l01201"></a><span class="lineno"> 1201</span>  x2-><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>(m2-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l01202"></a><span class="lineno"> 1202</span> </div><div class="line"><a name="l01203"></a><span class="lineno"> 1203</span>  m1-><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>(m3-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l01204"></a><span class="lineno"> 1204</span>  m2-><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>(m3-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(1));</div><div class="line"><a name="l01205"></a><span class="lineno"> 1205</span> </div><div class="line"><a name="l01206"></a><span class="lineno"> 1206</span>  m3-><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>(m4-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l01207"></a><span class="lineno"> 1207</span>  m3-><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>(m5-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l01208"></a><span class="lineno"> 1208</span> </div><div class="line"><a name="l01209"></a><span class="lineno"> 1209</span>  m4-><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>(x3-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l01210"></a><span class="lineno"> 1210</span>  m5-><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>(x4-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l01211"></a><span class="lineno"> 1211</span> </div><div class="line"><a name="l01212"></a><span class="lineno"> 1212</span> </div><div class="line"><a name="l01213"></a><span class="lineno"> 1213</span>  <a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#aaf71a63dbbc776f8961b0f4fdb9da021">SubgraphViewSelector::Subgraphs</a> subgraphs =</div><div class="line"><a name="l01214"></a><span class="lineno"> 1214</span>  SubgraphViewSelector::SelectSubgraphs(</div><div class="line"><a name="l01215"></a><span class="lineno"> 1215</span>  graph,</div><div class="line"><a name="l01216"></a><span class="lineno"> 1216</span>  <span class="comment">// select Activation and Concat Layers M1, M2, M3, M4, M5</span></div><div class="line"><a name="l01217"></a><span class="lineno"> 1217</span>  [](<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a> & l)</div><div class="line"><a name="l01218"></a><span class="lineno"> 1218</span>  {</div><div class="line"><a name="l01219"></a><span class="lineno"> 1219</span>  <span class="keywordtype">bool</span> toSelect = (l.<a class="code" href="classarmnn_1_1_layer.xhtml#ad8e15c530c929ab823d89ae9fd2d3f11">GetType</a>() == <a class="code" href="namespacearmnn.xhtml#a7636fbbc4f8ea2d0cf9f3ac2d12a4c62">LayerType::Activation</a></div><div class="line"><a name="l01220"></a><span class="lineno"> 1220</span>  || l.<a class="code" href="classarmnn_1_1_layer.xhtml#ad8e15c530c929ab823d89ae9fd2d3f11">GetType</a>() == LayerType::Concat);</div><div class="line"><a name="l01221"></a><span class="lineno"> 1221</span>  <span class="keywordflow">return</span> toSelect;</div><div class="line"><a name="l01222"></a><span class="lineno"> 1222</span>  });</div><div class="line"><a name="l01223"></a><span class="lineno"> 1223</span> </div><div class="line"><a name="l01224"></a><span class="lineno"> 1224</span> </div><div class="line"><a name="l01225"></a><span class="lineno"> 1225</span>  CHECK(subgraphs.size() == 1);</div><div class="line"><a name="l01226"></a><span class="lineno"> 1226</span>  <span class="keywordflow">if</span> (subgraphs.size() == 1)</div><div class="line"><a name="l01227"></a><span class="lineno"> 1227</span>  {</div><div class="line"><a name="l01228"></a><span class="lineno"> 1228</span>  <span class="keyword">auto</span> expected = <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>(<a class="code" href="_common_test_utils_8cpp.xhtml#a9892eac8f1b8ed9cea0baf643fb6d951">CreateInputsFrom</a>({m1, m2}),</div><div class="line"><a name="l01229"></a><span class="lineno"> 1229</span>  <a class="code" href="_common_test_utils_8cpp.xhtml#ae405c72b6d52a1bf4b3471032e76e3f0">CreateOutputsFrom</a>({m4, m5}),</div><div class="line"><a name="l01230"></a><span class="lineno"> 1230</span>  {m1, m2, m3, m4, m5});</div><div class="line"><a name="l01231"></a><span class="lineno"> 1231</span> </div><div class="line"><a name="l01232"></a><span class="lineno"> 1232</span>  CompareSubgraphViews(subgraphs[0], expected);</div><div class="line"><a name="l01233"></a><span class="lineno"> 1233</span>  }</div><div class="line"><a name="l01234"></a><span class="lineno"> 1234</span> }</div><div class="line"><a name="l01235"></a><span class="lineno"> 1235</span> </div><div class="line"><a name="l01236"></a><span class="lineno"> 1236</span> TEST_CASE(<span class="stringliteral">"ValidMerge"</span>)</div><div class="line"><a name="l01237"></a><span class="lineno"> 1237</span> {</div><div class="line"><a name="l01238"></a><span class="lineno"> 1238</span>  <span class="comment">// Checks that a node that has multiple choices for merge candidates (M3 in this case) correctly merges with the</span></div><div class="line"><a name="l01239"></a><span class="lineno"> 1239</span>  <span class="comment">// one that it can (M0), and doesn't merge with the ones it can't (X2 and M2).</span></div><div class="line"><a name="l01240"></a><span class="lineno"> 1240</span>  <span class="comment">//</span></div><div class="line"><a name="l01241"></a><span class="lineno"> 1241</span>  <span class="comment">// X1</span></div><div class="line"><a name="l01242"></a><span class="lineno"> 1242</span>  <span class="comment">// |</span></div><div class="line"><a name="l01243"></a><span class="lineno"> 1243</span>  <span class="comment">// M1</span></div><div class="line"><a name="l01244"></a><span class="lineno"> 1244</span>  <span class="comment">// / \'</span></div><div class="line"><a name="l01245"></a><span class="lineno"> 1245</span>  <span class="comment">// X2 M2 M0</span></div><div class="line"><a name="l01246"></a><span class="lineno"> 1246</span>  <span class="comment">// \ | /</span></div><div class="line"><a name="l01247"></a><span class="lineno"> 1247</span>  <span class="comment">// M3</span></div><div class="line"><a name="l01248"></a><span class="lineno"> 1248</span>  <span class="comment">//</span></div><div class="line"><a name="l01249"></a><span class="lineno"> 1249</span>  <a class="code" href="classarmnn_1_1_graph.xhtml">Graph</a> graph;</div><div class="line"><a name="l01250"></a><span class="lineno"> 1250</span> </div><div class="line"><a name="l01251"></a><span class="lineno"> 1251</span>  <a class="code" href="structarmnn_1_1_activation_descriptor.xhtml">ActivationDescriptor</a> activationDefaults;</div><div class="line"><a name="l01252"></a><span class="lineno"> 1252</span>  <a class="code" href="structarmnn_1_1_origins_descriptor.xhtml">OriginsDescriptor</a> concatDescriptor(3);</div><div class="line"><a name="l01253"></a><span class="lineno"> 1253</span> </div><div class="line"><a name="l01254"></a><span class="lineno"> 1254</span>  <span class="keyword">auto</span> x1 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_input_layer.xhtml">InputLayer</a>>(0, <span class="stringliteral">"x1"</span>);</div><div class="line"><a name="l01255"></a><span class="lineno"> 1255</span>  <span class="keyword">auto</span> x2 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_activation_layer.xhtml">ActivationLayer</a>>(activationDefaults, <span class="stringliteral">"x2"</span>);</div><div class="line"><a name="l01256"></a><span class="lineno"> 1256</span>  <span class="keyword">auto</span> m0 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_input_layer.xhtml">InputLayer</a>>(1, <span class="stringliteral">"m0"</span>);</div><div class="line"><a name="l01257"></a><span class="lineno"> 1257</span>  <span class="keyword">auto</span> m1 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_activation_layer.xhtml">ActivationLayer</a>>(activationDefaults, <span class="stringliteral">"m1"</span>);</div><div class="line"><a name="l01258"></a><span class="lineno"> 1258</span>  <span class="keyword">auto</span> m2 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_activation_layer.xhtml">ActivationLayer</a>>(activationDefaults, <span class="stringliteral">"m2"</span>);</div><div class="line"><a name="l01259"></a><span class="lineno"> 1259</span>  <span class="keyword">auto</span> m3 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_concat_layer.xhtml">ConcatLayer</a>>(concatDescriptor, <span class="stringliteral">"m3"</span>);</div><div class="line"><a name="l01260"></a><span class="lineno"> 1260</span> </div><div class="line"><a name="l01261"></a><span class="lineno"> 1261</span>  x1-><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>(m1-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l01262"></a><span class="lineno"> 1262</span>  m1-><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>(x2-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l01263"></a><span class="lineno"> 1263</span>  m1-><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>(m2-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l01264"></a><span class="lineno"> 1264</span>  x2-><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>(m3-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l01265"></a><span class="lineno"> 1265</span>  m2-><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>(m3-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(1));</div><div class="line"><a name="l01266"></a><span class="lineno"> 1266</span>  m0-><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>(m3-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(2));</div><div class="line"><a name="l01267"></a><span class="lineno"> 1267</span> </div><div class="line"><a name="l01268"></a><span class="lineno"> 1268</span>  <a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#aaf71a63dbbc776f8961b0f4fdb9da021">SubgraphViewSelector::Subgraphs</a> subgraphs = SubgraphViewSelector::SelectSubgraphs(</div><div class="line"><a name="l01269"></a><span class="lineno"> 1269</span>  graph,</div><div class="line"><a name="l01270"></a><span class="lineno"> 1270</span>  [](<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>& l) {</div><div class="line"><a name="l01271"></a><span class="lineno"> 1271</span>  <span class="keywordflow">return</span> std::string(l.<a class="code" href="classarmnn_1_1_layer.xhtml#a7ddf0cf6f620d59c10e63495ace795d0">GetName</a>())[0] == <span class="charliteral">'m'</span>;</div><div class="line"><a name="l01272"></a><span class="lineno"> 1272</span>  });</div><div class="line"><a name="l01273"></a><span class="lineno"> 1273</span> </div><div class="line"><a name="l01274"></a><span class="lineno"> 1274</span>  <span class="comment">// expected results to test against</span></div><div class="line"><a name="l01275"></a><span class="lineno"> 1275</span>  <span class="keyword">auto</span> expectedSubgraph0 =</div><div class="line"><a name="l01276"></a><span class="lineno"> 1276</span>  <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>(</div><div class="line"><a name="l01277"></a><span class="lineno"> 1277</span>  <a class="code" href="_common_test_utils_8cpp.xhtml#a9892eac8f1b8ed9cea0baf643fb6d951">CreateInputsFrom</a>({ m1 }),</div><div class="line"><a name="l01278"></a><span class="lineno"> 1278</span>  std::vector<OutputSlot*>{ &m1-><a class="code" href="classarmnn_1_1_layer.xhtml#a0e36688a43c35668d8db5257274c68fe">GetOutputSlot</a>(0), &m2-><a class="code" href="classarmnn_1_1_layer.xhtml#a0e36688a43c35668d8db5257274c68fe">GetOutputSlot</a>(0) },</div><div class="line"><a name="l01279"></a><span class="lineno"> 1279</span>  { m1, m2 });</div><div class="line"><a name="l01280"></a><span class="lineno"> 1280</span> </div><div class="line"><a name="l01281"></a><span class="lineno"> 1281</span>  <span class="keyword">auto</span> expectedSubgraph1 = <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>(</div><div class="line"><a name="l01282"></a><span class="lineno"> 1282</span>  std::vector<InputSlot*>{ &m3-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0), & m3-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(1) },</div><div class="line"><a name="l01283"></a><span class="lineno"> 1283</span>  <a class="code" href="_common_test_utils_8cpp.xhtml#ae405c72b6d52a1bf4b3471032e76e3f0">CreateOutputsFrom</a>({ }),</div><div class="line"><a name="l01284"></a><span class="lineno"> 1284</span>  { m0, m3 });</div><div class="line"><a name="l01285"></a><span class="lineno"> 1285</span> </div><div class="line"><a name="l01286"></a><span class="lineno"> 1286</span>  CHECK(subgraphs.size() == 2);</div><div class="line"><a name="l01287"></a><span class="lineno"> 1287</span>  <span class="keywordflow">if</span> (subgraphs.size() == 2)</div><div class="line"><a name="l01288"></a><span class="lineno"> 1288</span>  {</div><div class="line"><a name="l01289"></a><span class="lineno"> 1289</span>  <span class="comment">// we need to have valid subgraph pointers here</span></div><div class="line"><a name="l01290"></a><span class="lineno"> 1290</span>  CHECK((subgraphs[0] != <span class="keyword">nullptr</span>));</div><div class="line"><a name="l01291"></a><span class="lineno"> 1291</span>  CHECK((subgraphs[1] != <span class="keyword">nullptr</span>));</div><div class="line"><a name="l01292"></a><span class="lineno"> 1292</span> </div><div class="line"><a name="l01293"></a><span class="lineno"> 1293</span>  <span class="keywordflow">if</span> (subgraphs[0].<span class="keyword">get</span>() != <span class="keyword">nullptr</span> && subgraphs[1].<span class="keyword">get</span>() != <span class="keyword">nullptr</span>)</div><div class="line"><a name="l01294"></a><span class="lineno"> 1294</span>  {</div><div class="line"><a name="l01295"></a><span class="lineno"> 1295</span>  <span class="keywordflow">if</span> (subgraphs[0]->GetIInputSlots().size() == 1)</div><div class="line"><a name="l01296"></a><span class="lineno"> 1296</span>  {</div><div class="line"><a name="l01297"></a><span class="lineno"> 1297</span>  CompareSubgraphViews(subgraphs[0], expectedSubgraph0);</div><div class="line"><a name="l01298"></a><span class="lineno"> 1298</span>  CompareSubgraphViews(subgraphs[1], expectedSubgraph1);</div><div class="line"><a name="l01299"></a><span class="lineno"> 1299</span>  }</div><div class="line"><a name="l01300"></a><span class="lineno"> 1300</span>  <span class="keywordflow">else</span></div><div class="line"><a name="l01301"></a><span class="lineno"> 1301</span>  {</div><div class="line"><a name="l01302"></a><span class="lineno"> 1302</span>  CompareSubgraphViews(subgraphs[0], expectedSubgraph1);</div><div class="line"><a name="l01303"></a><span class="lineno"> 1303</span>  CompareSubgraphViews(subgraphs[1], expectedSubgraph0);</div><div class="line"><a name="l01304"></a><span class="lineno"> 1304</span>  }</div><div class="line"><a name="l01305"></a><span class="lineno"> 1305</span>  }</div><div class="line"><a name="l01306"></a><span class="lineno"> 1306</span>  }</div><div class="line"><a name="l01307"></a><span class="lineno"> 1307</span> }</div><div class="line"><a name="l01308"></a><span class="lineno"> 1308</span> </div><div class="line"><a name="l01309"></a><span class="lineno"> 1309</span> TEST_CASE(<span class="stringliteral">"PropagatedDependencies"</span>)</div><div class="line"><a name="l01310"></a><span class="lineno"> 1310</span> {</div><div class="line"><a name="l01311"></a><span class="lineno"> 1311</span>  <span class="comment">// Version of IslandInTheMiddle with longer chain</span></div><div class="line"><a name="l01312"></a><span class="lineno"> 1312</span>  <span class="comment">// to make sure antecedents are propagated.</span></div><div class="line"><a name="l01313"></a><span class="lineno"> 1313</span>  <span class="comment">/*</span></div><div class="line"><a name="l01314"></a><span class="lineno"> 1314</span> <span class="comment"> M0</span></div><div class="line"><a name="l01315"></a><span class="lineno"> 1315</span> <span class="comment"> / \</span></div><div class="line"><a name="l01316"></a><span class="lineno"> 1316</span> <span class="comment"> M1 M4</span></div><div class="line"><a name="l01317"></a><span class="lineno"> 1317</span> <span class="comment"> | |</span></div><div class="line"><a name="l01318"></a><span class="lineno"> 1318</span> <span class="comment"> M2 X1 < the island in the middle !</span></div><div class="line"><a name="l01319"></a><span class="lineno"> 1319</span> <span class="comment"> | |</span></div><div class="line"><a name="l01320"></a><span class="lineno"> 1320</span> <span class="comment"> | M10</span></div><div class="line"><a name="l01321"></a><span class="lineno"> 1321</span> <span class="comment"> | |</span></div><div class="line"><a name="l01322"></a><span class="lineno"> 1322</span> <span class="comment"> | X2 < another island in the middle !</span></div><div class="line"><a name="l01323"></a><span class="lineno"> 1323</span> <span class="comment"> | |</span></div><div class="line"><a name="l01324"></a><span class="lineno"> 1324</span> <span class="comment"> M3 M5</span></div><div class="line"><a name="l01325"></a><span class="lineno"> 1325</span> <span class="comment"> \ /</span></div><div class="line"><a name="l01326"></a><span class="lineno"> 1326</span> <span class="comment"> M6</span></div><div class="line"><a name="l01327"></a><span class="lineno"> 1327</span> <span class="comment"> */</span></div><div class="line"><a name="l01328"></a><span class="lineno"> 1328</span>  <a class="code" href="classarmnn_1_1_graph.xhtml">Graph</a> graph;</div><div class="line"><a name="l01329"></a><span class="lineno"> 1329</span> </div><div class="line"><a name="l01330"></a><span class="lineno"> 1330</span>  <a class="code" href="structarmnn_1_1_origins_descriptor.xhtml">OriginsDescriptor</a> concatDescriptor(2);</div><div class="line"><a name="l01331"></a><span class="lineno"> 1331</span>  <span class="keyword">auto</span> m6 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_concat_layer.xhtml">ConcatLayer</a>>(concatDescriptor, <span class="stringliteral">"m6"</span>);</div><div class="line"><a name="l01332"></a><span class="lineno"> 1332</span>  <span class="keyword">auto</span> m3 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a3ff30c6669fdc69de1f5be1f89bacc3f">InsertNewLayer</a><<a class="code" href="classarmnn_1_1_activation_layer.xhtml">ActivationLayer</a>>(m6->GetInputSlot(0),</div><div class="line"><a name="l01333"></a><span class="lineno"> 1333</span>  <a class="code" href="structarmnn_1_1_activation_descriptor.xhtml">ActivationDescriptor</a>{},</div><div class="line"><a name="l01334"></a><span class="lineno"> 1334</span>  <span class="stringliteral">"m3"</span>);</div><div class="line"><a name="l01335"></a><span class="lineno"> 1335</span>  <span class="keyword">auto</span> m2 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a3ff30c6669fdc69de1f5be1f89bacc3f">InsertNewLayer</a><<a class="code" href="classarmnn_1_1_activation_layer.xhtml">ActivationLayer</a>>(m3-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0),</div><div class="line"><a name="l01336"></a><span class="lineno"> 1336</span>  <a class="code" href="structarmnn_1_1_activation_descriptor.xhtml">ActivationDescriptor</a>{},</div><div class="line"><a name="l01337"></a><span class="lineno"> 1337</span>  <span class="stringliteral">"m2"</span>);</div><div class="line"><a name="l01338"></a><span class="lineno"> 1338</span>  <span class="keyword">auto</span> m1 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a3ff30c6669fdc69de1f5be1f89bacc3f">InsertNewLayer</a><<a class="code" href="classarmnn_1_1_activation_layer.xhtml">ActivationLayer</a>>(m2-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0),</div><div class="line"><a name="l01339"></a><span class="lineno"> 1339</span>  <a class="code" href="structarmnn_1_1_activation_descriptor.xhtml">ActivationDescriptor</a>{},</div><div class="line"><a name="l01340"></a><span class="lineno"> 1340</span>  <span class="stringliteral">"m1"</span>);</div><div class="line"><a name="l01341"></a><span class="lineno"> 1341</span>  <span class="keyword">auto</span> m0 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a3ff30c6669fdc69de1f5be1f89bacc3f">InsertNewLayer</a><<a class="code" href="classarmnn_1_1_input_layer.xhtml">InputLayer</a>>(m1-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0), 0, <span class="stringliteral">"m0"</span>);</div><div class="line"><a name="l01342"></a><span class="lineno"> 1342</span> </div><div class="line"><a name="l01343"></a><span class="lineno"> 1343</span>  <span class="keyword">auto</span> m5 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a3ff30c6669fdc69de1f5be1f89bacc3f">InsertNewLayer</a><<a class="code" href="classarmnn_1_1_activation_layer.xhtml">ActivationLayer</a>>(m6->GetInputSlot(1),</div><div class="line"><a name="l01344"></a><span class="lineno"> 1344</span>  <a class="code" href="structarmnn_1_1_activation_descriptor.xhtml">ActivationDescriptor</a>{},</div><div class="line"><a name="l01345"></a><span class="lineno"> 1345</span>  <span class="stringliteral">"m5"</span>);</div><div class="line"><a name="l01346"></a><span class="lineno"> 1346</span>  <span class="keyword">auto</span> x2 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a3ff30c6669fdc69de1f5be1f89bacc3f">InsertNewLayer</a><<a class="code" href="classarmnn_1_1_activation_layer.xhtml">ActivationLayer</a>>(m5-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0), <a class="code" href="structarmnn_1_1_activation_descriptor.xhtml">ActivationDescriptor</a>{}, <span class="stringliteral">"x2"</span>);</div><div class="line"><a name="l01347"></a><span class="lineno"> 1347</span>  <span class="keyword">auto</span> m10 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a3ff30c6669fdc69de1f5be1f89bacc3f">InsertNewLayer</a><<a class="code" href="classarmnn_1_1_activation_layer.xhtml">ActivationLayer</a>>(x2-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0), <a class="code" href="structarmnn_1_1_activation_descriptor.xhtml">ActivationDescriptor</a>{}, <span class="stringliteral">"m10"</span>);</div><div class="line"><a name="l01348"></a><span class="lineno"> 1348</span>  <span class="keyword">auto</span> x1 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a3ff30c6669fdc69de1f5be1f89bacc3f">InsertNewLayer</a><<a class="code" href="classarmnn_1_1_activation_layer.xhtml">ActivationLayer</a>>(m10-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0),</div><div class="line"><a name="l01349"></a><span class="lineno"> 1349</span>  <a class="code" href="structarmnn_1_1_activation_descriptor.xhtml">ActivationDescriptor</a>{},</div><div class="line"><a name="l01350"></a><span class="lineno"> 1350</span>  <span class="stringliteral">"x1"</span>);</div><div class="line"><a name="l01351"></a><span class="lineno"> 1351</span>  <span class="keyword">auto</span> m4 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a3ff30c6669fdc69de1f5be1f89bacc3f">InsertNewLayer</a><<a class="code" href="classarmnn_1_1_activation_layer.xhtml">ActivationLayer</a>>(x1-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0),</div><div class="line"><a name="l01352"></a><span class="lineno"> 1352</span>  <a class="code" href="structarmnn_1_1_activation_descriptor.xhtml">ActivationDescriptor</a>{},</div><div class="line"><a name="l01353"></a><span class="lineno"> 1353</span>  <span class="stringliteral">"m4"</span>);</div><div class="line"><a name="l01354"></a><span class="lineno"> 1354</span> </div><div class="line"><a name="l01355"></a><span class="lineno"> 1355</span>  <span class="comment">// Connect the other branch to the input layer</span></div><div class="line"><a name="l01356"></a><span class="lineno"> 1356</span>  m0-><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>(m4-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l01357"></a><span class="lineno"> 1357</span> </div><div class="line"><a name="l01358"></a><span class="lineno"> 1358</span>  <span class="comment">// All selected 'M*' layers will be of Activation type</span></div><div class="line"><a name="l01359"></a><span class="lineno"> 1359</span>  <a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#aaf71a63dbbc776f8961b0f4fdb9da021">SubgraphViewSelector::Subgraphs</a> subgraphs =</div><div class="line"><a name="l01360"></a><span class="lineno"> 1360</span>  SubgraphViewSelector::SelectSubgraphs(</div><div class="line"><a name="l01361"></a><span class="lineno"> 1361</span>  graph,</div><div class="line"><a name="l01362"></a><span class="lineno"> 1362</span>  <span class="comment">// select the middle layers only</span></div><div class="line"><a name="l01363"></a><span class="lineno"> 1363</span>  [](<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>& l)</div><div class="line"><a name="l01364"></a><span class="lineno"> 1364</span>  {</div><div class="line"><a name="l01365"></a><span class="lineno"> 1365</span>  <span class="keywordtype">bool</span> toSelect = std::string(l.<a class="code" href="classarmnn_1_1_layer.xhtml#a7ddf0cf6f620d59c10e63495ace795d0">GetName</a>())[0] == <span class="charliteral">'m'</span>;</div><div class="line"><a name="l01366"></a><span class="lineno"> 1366</span>  <span class="keywordflow">return</span> toSelect;</div><div class="line"><a name="l01367"></a><span class="lineno"> 1367</span>  });</div><div class="line"><a name="l01368"></a><span class="lineno"> 1368</span> </div><div class="line"><a name="l01369"></a><span class="lineno"> 1369</span>  <span class="comment">// expected results to test against</span></div><div class="line"><a name="l01370"></a><span class="lineno"> 1370</span>  <span class="keyword">auto</span> largerSubgraph = <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>(<a class="code" href="_common_test_utils_8cpp.xhtml#a9892eac8f1b8ed9cea0baf643fb6d951">CreateInputsFrom</a>({ m0 }),</div><div class="line"><a name="l01371"></a><span class="lineno"> 1371</span>  <a class="code" href="_common_test_utils_8cpp.xhtml#ae405c72b6d52a1bf4b3471032e76e3f0">CreateOutputsFrom</a>({ m3, m4 }),</div><div class="line"><a name="l01372"></a><span class="lineno"> 1372</span>  { m0, m1, m2, m3, m4 });</div><div class="line"><a name="l01373"></a><span class="lineno"> 1373</span> </div><div class="line"><a name="l01374"></a><span class="lineno"> 1374</span>  <span class="keyword">auto</span> mediumSubgraph = <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>(std::vector<InputSlot*>{ &m5-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0), &m6->GetInputSlot(0) },</div><div class="line"><a name="l01375"></a><span class="lineno"> 1375</span>  std::vector<OutputSlot*>{}, { m5, m6 });</div><div class="line"><a name="l01376"></a><span class="lineno"> 1376</span> </div><div class="line"><a name="l01377"></a><span class="lineno"> 1377</span>  <span class="keyword">auto</span> smallerSubgraph =</div><div class="line"><a name="l01378"></a><span class="lineno"> 1378</span>  <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>(<a class="code" href="_common_test_utils_8cpp.xhtml#a9892eac8f1b8ed9cea0baf643fb6d951">CreateInputsFrom</a>({ m10 }), <a class="code" href="_common_test_utils_8cpp.xhtml#ae405c72b6d52a1bf4b3471032e76e3f0">CreateOutputsFrom</a>({ m10 }), { m10 });</div><div class="line"><a name="l01379"></a><span class="lineno"> 1379</span> </div><div class="line"><a name="l01380"></a><span class="lineno"> 1380</span>  CHECK(subgraphs.size() == 3);</div><div class="line"><a name="l01381"></a><span class="lineno"> 1381</span>  <span class="keywordflow">if</span> (subgraphs.size() == 3)</div><div class="line"><a name="l01382"></a><span class="lineno"> 1382</span>  {</div><div class="line"><a name="l01383"></a><span class="lineno"> 1383</span>  <span class="comment">// we need to have valid subgraph pointers here</span></div><div class="line"><a name="l01384"></a><span class="lineno"> 1384</span>  CHECK((subgraphs[0] != <span class="keyword">nullptr</span>));</div><div class="line"><a name="l01385"></a><span class="lineno"> 1385</span>  CHECK((subgraphs[1] != <span class="keyword">nullptr</span>));</div><div class="line"><a name="l01386"></a><span class="lineno"> 1386</span>  CHECK((subgraphs[2] != <span class="keyword">nullptr</span>));</div><div class="line"><a name="l01387"></a><span class="lineno"> 1387</span> </div><div class="line"><a name="l01388"></a><span class="lineno"> 1388</span>  <span class="keywordflow">if</span> (subgraphs[0].<span class="keyword">get</span>() != <span class="keyword">nullptr</span> && subgraphs[1].<span class="keyword">get</span>() != <span class="keyword">nullptr</span> && subgraphs[2].<span class="keyword">get</span>() != <span class="keyword">nullptr</span>)</div><div class="line"><a name="l01389"></a><span class="lineno"> 1389</span>  {</div><div class="line"><a name="l01390"></a><span class="lineno"> 1390</span>  <span class="comment">// sort the subgraphs by layer size, so it is simpler to test</span></div><div class="line"><a name="l01391"></a><span class="lineno"> 1391</span>  std::sort(subgraphs.begin(), subgraphs.end(),</div><div class="line"><a name="l01392"></a><span class="lineno"> 1392</span>  [](<a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#a4684a457c7786484375f06e9ab2d2265">SubgraphViewSelector::SubgraphViewPtr</a>& lhs, <a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#a4684a457c7786484375f06e9ab2d2265">SubgraphViewSelector::SubgraphViewPtr</a>& rhs)</div><div class="line"><a name="l01393"></a><span class="lineno"> 1393</span>  {</div><div class="line"><a name="l01394"></a><span class="lineno"> 1394</span>  <span class="keywordflow">return</span> (lhs->GetIConnectableLayers().size() < rhs->GetIConnectableLayers().size());</div><div class="line"><a name="l01395"></a><span class="lineno"> 1395</span>  }</div><div class="line"><a name="l01396"></a><span class="lineno"> 1396</span>  );</div><div class="line"><a name="l01397"></a><span class="lineno"> 1397</span> </div><div class="line"><a name="l01398"></a><span class="lineno"> 1398</span>  CompareSubgraphViews(subgraphs[0], smallerSubgraph);</div><div class="line"><a name="l01399"></a><span class="lineno"> 1399</span>  CompareSubgraphViews(subgraphs[1], mediumSubgraph);</div><div class="line"><a name="l01400"></a><span class="lineno"> 1400</span>  CompareSubgraphViews(subgraphs[2], largerSubgraph);</div><div class="line"><a name="l01401"></a><span class="lineno"> 1401</span>  }</div><div class="line"><a name="l01402"></a><span class="lineno"> 1402</span>  }</div><div class="line"><a name="l01403"></a><span class="lineno"> 1403</span> }</div><div class="line"><a name="l01404"></a><span class="lineno"> 1404</span> </div><div class="line"><a name="l01405"></a><span class="lineno"> 1405</span> TEST_CASE(<span class="stringliteral">"Random"</span>)</div><div class="line"><a name="l01406"></a><span class="lineno"> 1406</span> {</div><div class="line"><a name="l01407"></a><span class="lineno"> 1407</span>  <span class="comment">// Creates random networks, splits them into subgraphs and checks the resulting subgraphs obey the required</span></div><div class="line"><a name="l01408"></a><span class="lineno"> 1408</span>  <span class="comment">// dependency rules. We can easily generate very large networks which helps cover corner cases the other</span></div><div class="line"><a name="l01409"></a><span class="lineno"> 1409</span>  <span class="comment">// small, manually crafted tests have missed. We can also use this to measure performance on large networks.</span></div><div class="line"><a name="l01410"></a><span class="lineno"> 1410</span>  constexpr <span class="keywordtype">bool</span> <a class="code" href="namespacearmnn.xhtml#a4dc0adc6737b5944e7671bee71788407aad42f6697b035b7580e4fef93be20b4d">debug</a> = <span class="keyword">false</span>; <span class="comment">// Enable this to dump dot files and performance timings.</span></div><div class="line"><a name="l01411"></a><span class="lineno"> 1411</span> </div><div class="line"><a name="l01412"></a><span class="lineno"> 1412</span>  std::mt19937 randomGenerator;</div><div class="line"><a name="l01413"></a><span class="lineno"> 1413</span> </div><div class="line"><a name="l01414"></a><span class="lineno"> 1414</span>  <span class="comment">// Helper function to get a random number in [0, maxExclusive)</span></div><div class="line"><a name="l01415"></a><span class="lineno"> 1415</span>  <span class="keyword">auto</span> GetRandom = [&randomGenerator](<span class="keyword">auto</span> maxExclusive) {</div><div class="line"><a name="l01416"></a><span class="lineno"> 1416</span>  <span class="comment">// Note we could use uniform_int_distribution here, but that gives inconsistent results across platforms</span></div><div class="line"><a name="l01417"></a><span class="lineno"> 1417</span>  <span class="comment">// which makes it harder to reproduce results.</span></div><div class="line"><a name="l01418"></a><span class="lineno"> 1418</span>  <span class="comment">// It appears that uniform_real_distribution is consistent across MSVC and gcc so we use that and round it.</span></div><div class="line"><a name="l01419"></a><span class="lineno"> 1419</span>  std::uniform_real_distribution<float> uniform(0.0f, 1.0f);</div><div class="line"><a name="l01420"></a><span class="lineno"> 1420</span>  <span class="keywordflow">return</span> <span class="keyword">static_cast<</span>decltype(maxExclusive)<span class="keyword">></span>(uniform(randomGenerator) * <span class="keyword">static_cast<</span><span class="keywordtype">float</span><span class="keyword">></span>(maxExclusive));</div><div class="line"><a name="l01421"></a><span class="lineno"> 1421</span>  };</div><div class="line"><a name="l01422"></a><span class="lineno"> 1422</span>  <span class="comment">// Helper function to get a bool that has probability 'trueProb' of being true.</span></div><div class="line"><a name="l01423"></a><span class="lineno"> 1423</span>  <span class="keyword">auto</span> GetRandomFlag = [&randomGenerator](<span class="keywordtype">float</span> trueProb) {</div><div class="line"><a name="l01424"></a><span class="lineno"> 1424</span>  std::uniform_real_distribution<float> uniform(0.0f, 1.0f);</div><div class="line"><a name="l01425"></a><span class="lineno"> 1425</span>  <span class="keywordflow">return</span> uniform(randomGenerator) < trueProb;</div><div class="line"><a name="l01426"></a><span class="lineno"> 1426</span>  };</div><div class="line"><a name="l01427"></a><span class="lineno"> 1427</span> </div><div class="line"><a name="l01428"></a><span class="lineno"> 1428</span>  constexpr uint32_t numTests = 100;</div><div class="line"><a name="l01429"></a><span class="lineno"> 1429</span>  <span class="keywordflow">for</span> (uint32_t testIdx = 0; testIdx < numTests; ++testIdx)</div><div class="line"><a name="l01430"></a><span class="lineno"> 1430</span>  {</div><div class="line"><a name="l01431"></a><span class="lineno"> 1431</span>  randomGenerator.seed(testIdx); <span class="comment">// Set a deterministic seed for reproducibility.</span></div><div class="line"><a name="l01432"></a><span class="lineno"> 1432</span> </div><div class="line"><a name="l01433"></a><span class="lineno"> 1433</span>  <span class="comment">// Create random graph</span></div><div class="line"><a name="l01434"></a><span class="lineno"> 1434</span>  <a class="code" href="classarmnn_1_1_graph.xhtml">Graph</a> graph;</div><div class="line"><a name="l01435"></a><span class="lineno"> 1435</span>  {</div><div class="line"><a name="l01436"></a><span class="lineno"> 1436</span>  <span class="comment">// First add the layers, without any connections. The following random constants determine the number of</span></div><div class="line"><a name="l01437"></a><span class="lineno"> 1437</span>  <span class="comment">// each layer to add, along with the chance that each layer will be 'supported' (i.e. selected for</span></div><div class="line"><a name="l01438"></a><span class="lineno"> 1438</span>  <span class="comment">// inclusion in the resulting subgraphs).</span></div><div class="line"><a name="l01439"></a><span class="lineno"> 1439</span>  uint32_t numInputs = 1 + GetRandom(4u);</div><div class="line"><a name="l01440"></a><span class="lineno"> 1440</span>  uint32_t numConstants = 1 + GetRandom(4u);</div><div class="line"><a name="l01441"></a><span class="lineno"> 1441</span>  uint32_t numOutputs = 1 + GetRandom(4u);</div><div class="line"><a name="l01442"></a><span class="lineno"> 1442</span>  uint32_t numConcats = 0 + GetRandom(500u);</div><div class="line"><a name="l01443"></a><span class="lineno"> 1443</span>  uint32_t numSplits = 0 + GetRandom(500u);</div><div class="line"><a name="l01444"></a><span class="lineno"> 1444</span>  <span class="keywordtype">float</span> supportedProb = 0.7f;</div><div class="line"><a name="l01445"></a><span class="lineno"> 1445</span> </div><div class="line"><a name="l01446"></a><span class="lineno"> 1446</span>  <span class="keywordflow">for</span> (uint32_t i = 0; i < numInputs; ++i)</div><div class="line"><a name="l01447"></a><span class="lineno"> 1447</span>  {</div><div class="line"><a name="l01448"></a><span class="lineno"> 1448</span>  std::string name = <span class="stringliteral">"input"</span> + std::to_string(i) + (GetRandomFlag(supportedProb) ? <span class="stringliteral">"S"</span> : <span class="stringliteral">"N"</span>);</div><div class="line"><a name="l01449"></a><span class="lineno"> 1449</span>  graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_input_layer.xhtml">InputLayer</a>>(<span class="keyword">static_cast<</span><a class="code" href="namespacearmnn.xhtml#ab8cf8f9fb6792e654c2d8d8382f6f01b">LayerBindingId</a><span class="keyword">></span>(i), name.c_str());</div><div class="line"><a name="l01450"></a><span class="lineno"> 1450</span>  }</div><div class="line"><a name="l01451"></a><span class="lineno"> 1451</span>  <span class="keywordflow">for</span> (uint32_t i = 0; i < numConstants; ++i)</div><div class="line"><a name="l01452"></a><span class="lineno"> 1452</span>  {</div><div class="line"><a name="l01453"></a><span class="lineno"> 1453</span>  std::string name = <span class="stringliteral">"constant"</span> + std::to_string(i) + (GetRandomFlag(supportedProb) ? <span class="stringliteral">"S"</span> : <span class="stringliteral">"N"</span>);</div><div class="line"><a name="l01454"></a><span class="lineno"> 1454</span>  graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_constant_layer.xhtml">ConstantLayer</a>>(name.c_str());</div><div class="line"><a name="l01455"></a><span class="lineno"> 1455</span>  }</div><div class="line"><a name="l01456"></a><span class="lineno"> 1456</span>  <span class="keywordflow">for</span> (uint32_t i = 0; i < numOutputs; ++i)</div><div class="line"><a name="l01457"></a><span class="lineno"> 1457</span>  {</div><div class="line"><a name="l01458"></a><span class="lineno"> 1458</span>  std::string name = <span class="stringliteral">"output"</span> + std::to_string(i) + (GetRandomFlag(supportedProb) ? <span class="stringliteral">"S"</span> : <span class="stringliteral">"N"</span>);</div><div class="line"><a name="l01459"></a><span class="lineno"> 1459</span>  graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_output_layer.xhtml">OutputLayer</a>>(<span class="keyword">static_cast<</span><a class="code" href="namespacearmnn.xhtml#ab8cf8f9fb6792e654c2d8d8382f6f01b">LayerBindingId</a><span class="keyword">></span>(i), name.c_str());</div><div class="line"><a name="l01460"></a><span class="lineno"> 1460</span>  }</div><div class="line"><a name="l01461"></a><span class="lineno"> 1461</span>  <span class="keywordflow">for</span> (uint32_t i = 0; i < numConcats; ++i)</div><div class="line"><a name="l01462"></a><span class="lineno"> 1462</span>  {</div><div class="line"><a name="l01463"></a><span class="lineno"> 1463</span>  std::string name = <span class="stringliteral">"concat"</span> + std::to_string(i) + (GetRandomFlag(supportedProb) ? <span class="stringliteral">"S"</span> : <span class="stringliteral">"N"</span>);</div><div class="line"><a name="l01464"></a><span class="lineno"> 1464</span>  numInputs = 1 + GetRandom(3u);</div><div class="line"><a name="l01465"></a><span class="lineno"> 1465</span>  <a class="code" href="structarmnn_1_1_origins_descriptor.xhtml">OriginsDescriptor</a> concatDesc(numInputs);</div><div class="line"><a name="l01466"></a><span class="lineno"> 1466</span>  graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_concat_layer.xhtml">ConcatLayer</a>>(concatDesc, name.c_str());</div><div class="line"><a name="l01467"></a><span class="lineno"> 1467</span>  }</div><div class="line"><a name="l01468"></a><span class="lineno"> 1468</span>  <span class="keywordflow">for</span> (uint32_t i = 0; i < numSplits; ++i)</div><div class="line"><a name="l01469"></a><span class="lineno"> 1469</span>  {</div><div class="line"><a name="l01470"></a><span class="lineno"> 1470</span>  std::string name = <span class="stringliteral">"split"</span> + std::to_string(i) + (GetRandomFlag(supportedProb) ? <span class="stringliteral">"S"</span> : <span class="stringliteral">"N"</span>);</div><div class="line"><a name="l01471"></a><span class="lineno"> 1471</span>  numOutputs = 1 + GetRandom(3u);</div><div class="line"><a name="l01472"></a><span class="lineno"> 1472</span>  <a class="code" href="structarmnn_1_1_views_descriptor.xhtml">ViewsDescriptor</a> splitDesc(numOutputs);</div><div class="line"><a name="l01473"></a><span class="lineno"> 1473</span>  graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_splitter_layer.xhtml">SplitterLayer</a>>(splitDesc, name.c_str());</div><div class="line"><a name="l01474"></a><span class="lineno"> 1474</span>  }</div><div class="line"><a name="l01475"></a><span class="lineno"> 1475</span> </div><div class="line"><a name="l01476"></a><span class="lineno"> 1476</span>  <span class="comment">// Associate each layer with a "depth" parameter. This is used when creating connections to ensure</span></div><div class="line"><a name="l01477"></a><span class="lineno"> 1477</span>  <span class="comment">// that we don't have any loops, by only connecting to layers with a lower "depth".</span></div><div class="line"><a name="l01478"></a><span class="lineno"> 1478</span>  <span class="comment">// This can be thought of as distance from the "top" of the graph (assuming the graph flows top-to-bottom).</span></div><div class="line"><a name="l01479"></a><span class="lineno"> 1479</span>  <span class="comment">// Unfortunately this approach ends up producing very "wide" graphs,</span></div><div class="line"><a name="l01480"></a><span class="lineno"> 1480</span>  <span class="comment">// which probably isn't very representative of 'real' networks.</span></div><div class="line"><a name="l01481"></a><span class="lineno"> 1481</span>  uint32_t maxLayerDepth = 5 + GetRandom(2000u);</div><div class="line"><a name="l01482"></a><span class="lineno"> 1482</span>  std::map<Layer*, uint32_t> layerDepths;</div><div class="line"><a name="l01483"></a><span class="lineno"> 1483</span>  std::map<uint32_t, std::vector<Layer*>> layersAtDepth;</div><div class="line"><a name="l01484"></a><span class="lineno"> 1484</span>  <span class="keywordflow">for</span> (<a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* layer : graph)</div><div class="line"><a name="l01485"></a><span class="lineno"> 1485</span>  {</div><div class="line"><a name="l01486"></a><span class="lineno"> 1486</span>  uint32_t depth;</div><div class="line"><a name="l01487"></a><span class="lineno"> 1487</span>  <span class="keywordflow">if</span> (layer->GetType() == LayerType::Input || layer->GetType() == LayerType::Constant)</div><div class="line"><a name="l01488"></a><span class="lineno"> 1488</span>  {</div><div class="line"><a name="l01489"></a><span class="lineno"> 1489</span>  <span class="comment">// There needs to be at least one input-like layer above everything else, otherwise would be</span></div><div class="line"><a name="l01490"></a><span class="lineno"> 1490</span>  <span class="comment">// nothing for them to connect to!</span></div><div class="line"><a name="l01491"></a><span class="lineno"> 1491</span>  depth = 0;</div><div class="line"><a name="l01492"></a><span class="lineno"> 1492</span>  }</div><div class="line"><a name="l01493"></a><span class="lineno"> 1493</span>  <span class="keywordflow">else</span></div><div class="line"><a name="l01494"></a><span class="lineno"> 1494</span>  {</div><div class="line"><a name="l01495"></a><span class="lineno"> 1495</span>  <span class="comment">// Other layers are randomly assigned to later depths.</span></div><div class="line"><a name="l01496"></a><span class="lineno"> 1496</span>  depth = 1 + GetRandom(maxLayerDepth);</div><div class="line"><a name="l01497"></a><span class="lineno"> 1497</span>  }</div><div class="line"><a name="l01498"></a><span class="lineno"> 1498</span>  layerDepths[layer] = depth;</div><div class="line"><a name="l01499"></a><span class="lineno"> 1499</span>  layersAtDepth[depth].push_back(layer);</div><div class="line"><a name="l01500"></a><span class="lineno"> 1500</span>  }</div><div class="line"><a name="l01501"></a><span class="lineno"> 1501</span> </div><div class="line"><a name="l01502"></a><span class="lineno"> 1502</span>  <span class="comment">// Connect layers to each other. Every input slot of every layer must be connected, but it doesn't</span></div><div class="line"><a name="l01503"></a><span class="lineno"> 1503</span>  <span class="comment">// matter if an output slot goes unused.</span></div><div class="line"><a name="l01504"></a><span class="lineno"> 1504</span>  <span class="keywordflow">for</span> (<a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* layer : graph)</div><div class="line"><a name="l01505"></a><span class="lineno"> 1505</span>  {</div><div class="line"><a name="l01506"></a><span class="lineno"> 1506</span>  <span class="keywordflow">for</span> (uint32_t inputSlotIdx = 0; inputSlotIdx < layer->GetNumInputSlots(); ++inputSlotIdx)</div><div class="line"><a name="l01507"></a><span class="lineno"> 1507</span>  {</div><div class="line"><a name="l01508"></a><span class="lineno"> 1508</span>  <a class="code" href="classarmnn_1_1_input_slot.xhtml">InputSlot</a>& inputSlot = layer->GetInputSlot(inputSlotIdx);</div><div class="line"><a name="l01509"></a><span class="lineno"> 1509</span>  uint32_t maxLayerDepthToConnectTo = layerDepths[layer];</div><div class="line"><a name="l01510"></a><span class="lineno"> 1510</span>  <span class="comment">// This prevents a connection causing a loop</span></div><div class="line"><a name="l01511"></a><span class="lineno"> 1511</span>  <span class="comment">// Finding a layer to connect to may take multiple attempts, so keep trying until it works.</span></div><div class="line"><a name="l01512"></a><span class="lineno"> 1512</span>  <span class="keywordflow">while</span> (inputSlot.<a class="code" href="classarmnn_1_1_input_slot.xhtml#a9effd325a6d512a3f8ff4bd207d53255">GetConnectedOutputSlot</a>() == <span class="keyword">nullptr</span>)</div><div class="line"><a name="l01513"></a><span class="lineno"> 1513</span>  {</div><div class="line"><a name="l01514"></a><span class="lineno"> 1514</span>  uint32_t layerDepth = GetRandom(maxLayerDepthToConnectTo);</div><div class="line"><a name="l01515"></a><span class="lineno"> 1515</span>  <span class="keyword">const</span> std::vector<Layer*>& layersToChooseFrom = layersAtDepth[layerDepth];</div><div class="line"><a name="l01516"></a><span class="lineno"> 1516</span>  <span class="keywordflow">if</span> (layersToChooseFrom.size() == 0)</div><div class="line"><a name="l01517"></a><span class="lineno"> 1517</span>  {</div><div class="line"><a name="l01518"></a><span class="lineno"> 1518</span>  <span class="keywordflow">continue</span>;</div><div class="line"><a name="l01519"></a><span class="lineno"> 1519</span>  }</div><div class="line"><a name="l01520"></a><span class="lineno"> 1520</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* layerToConnectWith = layersToChooseFrom[GetRandom(layersToChooseFrom.size())];</div><div class="line"><a name="l01521"></a><span class="lineno"> 1521</span>  <span class="keywordflow">if</span> (layerToConnectWith-><a class="code" href="classarmnn_1_1_layer.xhtml#a1594bddc87d6477df300317658f566bb">GetNumOutputSlots</a>() == 0)</div><div class="line"><a name="l01522"></a><span class="lineno"> 1522</span>  {</div><div class="line"><a name="l01523"></a><span class="lineno"> 1523</span>  <span class="keywordflow">continue</span>;</div><div class="line"><a name="l01524"></a><span class="lineno"> 1524</span>  }</div><div class="line"><a name="l01525"></a><span class="lineno"> 1525</span>  uint32_t outputSlotIdx = GetRandom(layerToConnectWith-><a class="code" href="classarmnn_1_1_layer.xhtml#a1594bddc87d6477df300317658f566bb">GetNumOutputSlots</a>());</div><div class="line"><a name="l01526"></a><span class="lineno"> 1526</span>  layerToConnectWith-><a class="code" href="classarmnn_1_1_layer.xhtml#a0e36688a43c35668d8db5257274c68fe">GetOutputSlot</a>(outputSlotIdx).<a class="code" href="classarmnn_1_1_output_slot.xhtml#adcfb97035799ea4c043f9ef370714815">Connect</a>(inputSlot);</div><div class="line"><a name="l01527"></a><span class="lineno"> 1527</span>  }</div><div class="line"><a name="l01528"></a><span class="lineno"> 1528</span>  }</div><div class="line"><a name="l01529"></a><span class="lineno"> 1529</span>  }</div><div class="line"><a name="l01530"></a><span class="lineno"> 1530</span>  }</div><div class="line"><a name="l01531"></a><span class="lineno"> 1531</span> </div><div class="line"><a name="l01532"></a><span class="lineno"> 1532</span>  <span class="keywordflow">if</span> (debug)</div><div class="line"><a name="l01533"></a><span class="lineno"> 1533</span>  {</div><div class="line"><a name="l01534"></a><span class="lineno"> 1534</span>  std::ofstream f(<span class="stringliteral">"INPUT_"</span> + std::to_string(testIdx) + <span class="stringliteral">".dot"</span>);</div><div class="line"><a name="l01535"></a><span class="lineno"> 1535</span>  graph.SerializeToDot(f);</div><div class="line"><a name="l01536"></a><span class="lineno"> 1536</span>  }</div><div class="line"><a name="l01537"></a><span class="lineno"> 1537</span> </div><div class="line"><a name="l01538"></a><span class="lineno"> 1538</span>  <span class="comment">// Run the splitting algorithm, selecting all nodes ending in an 'S' (as randomly assigned above).</span></div><div class="line"><a name="l01539"></a><span class="lineno"> 1539</span>  <span class="keyword">auto</span> startTime = std::chrono::high_resolution_clock::now();</div><div class="line"><a name="l01540"></a><span class="lineno"> 1540</span> </div><div class="line"><a name="l01541"></a><span class="lineno"> 1541</span>  <a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#aaf71a63dbbc776f8961b0f4fdb9da021">SubgraphViewSelector::Subgraphs</a> subgraphs =</div><div class="line"><a name="l01542"></a><span class="lineno"> 1542</span>  SubgraphViewSelector::SelectSubgraphs(graph,</div><div class="line"><a name="l01543"></a><span class="lineno"> 1543</span>  [](<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>& l) { <span class="keywordflow">return</span> std::string(l.<a class="code" href="classarmnn_1_1_layer.xhtml#a7ddf0cf6f620d59c10e63495ace795d0">GetName</a>()).back() == <span class="charliteral">'S'</span>; });</div><div class="line"><a name="l01544"></a><span class="lineno"> 1544</span> </div><div class="line"><a name="l01545"></a><span class="lineno"> 1545</span>  <span class="keyword">auto</span> endTime = std::chrono::high_resolution_clock::now();</div><div class="line"><a name="l01546"></a><span class="lineno"> 1546</span>  <span class="keyword">auto</span> duration = std::chrono::duration_cast<std::chrono::microseconds>(endTime - startTime);</div><div class="line"><a name="l01547"></a><span class="lineno"> 1547</span>  <span class="keywordflow">if</span> (debug)</div><div class="line"><a name="l01548"></a><span class="lineno"> 1548</span>  {</div><div class="line"><a name="l01549"></a><span class="lineno"> 1549</span>  std::cout << <span class="stringliteral">"Test "</span> << testIdx << <span class="stringliteral">": "</span> << duration.count() << <span class="stringliteral">" microseconds"</span> << std::endl;</div><div class="line"><a name="l01550"></a><span class="lineno"> 1550</span>  }</div><div class="line"><a name="l01551"></a><span class="lineno"> 1551</span> </div><div class="line"><a name="l01552"></a><span class="lineno"> 1552</span>  <span class="comment">// Build a map of which subgraph is assigned to each layer.</span></div><div class="line"><a name="l01553"></a><span class="lineno"> 1553</span>  <span class="comment">// This helps some of the following code.</span></div><div class="line"><a name="l01554"></a><span class="lineno"> 1554</span>  std::map<Layer*, SubgraphView*> layerToSubgraph;</div><div class="line"><a name="l01555"></a><span class="lineno"> 1555</span>  <span class="keywordflow">for</span> (<a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* layer : graph)</div><div class="line"><a name="l01556"></a><span class="lineno"> 1556</span>  {</div><div class="line"><a name="l01557"></a><span class="lineno"> 1557</span>  <span class="keywordtype">size_t</span> i = 0;</div><div class="line"><a name="l01558"></a><span class="lineno"> 1558</span>  <span class="keywordflow">for</span> (std::unique_ptr<SubgraphView>& subgraph : subgraphs)</div><div class="line"><a name="l01559"></a><span class="lineno"> 1559</span>  {</div><div class="line"><a name="l01560"></a><span class="lineno"> 1560</span>  std::string name = std::to_string(i++);</div><div class="line"><a name="l01561"></a><span class="lineno"> 1561</span>  <span class="keywordflow">if</span> (std::find(subgraph->cbeginIConnectable(), subgraph->cendIConnectable(), layer)</div><div class="line"><a name="l01562"></a><span class="lineno"> 1562</span>  != subgraph->cendIConnectable())</div><div class="line"><a name="l01563"></a><span class="lineno"> 1563</span>  {</div><div class="line"><a name="l01564"></a><span class="lineno"> 1564</span>  layerToSubgraph[layer] = subgraph.get();</div><div class="line"><a name="l01565"></a><span class="lineno"> 1565</span>  <span class="keywordflow">break</span>;</div><div class="line"><a name="l01566"></a><span class="lineno"> 1566</span>  }</div><div class="line"><a name="l01567"></a><span class="lineno"> 1567</span>  }</div><div class="line"><a name="l01568"></a><span class="lineno"> 1568</span>  }</div><div class="line"><a name="l01569"></a><span class="lineno"> 1569</span> </div><div class="line"><a name="l01570"></a><span class="lineno"> 1570</span>  <span class="keywordflow">if</span> (debug)</div><div class="line"><a name="l01571"></a><span class="lineno"> 1571</span>  {</div><div class="line"><a name="l01572"></a><span class="lineno"> 1572</span>  <span class="comment">// Before dumping the dot file, set each Layer's BackendId property so that the dot file</span></div><div class="line"><a name="l01573"></a><span class="lineno"> 1573</span>  <span class="comment">// shows the resulting subgraph assignments.</span></div><div class="line"><a name="l01574"></a><span class="lineno"> 1574</span>  <span class="keywordflow">for</span> (<a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* layer : graph)</div><div class="line"><a name="l01575"></a><span class="lineno"> 1575</span>  {</div><div class="line"><a name="l01576"></a><span class="lineno"> 1576</span>  std::string name = <span class="stringliteral">"NotAssigned"</span>;</div><div class="line"><a name="l01577"></a><span class="lineno"> 1577</span>  <span class="keyword">auto</span> subgraphIt = layerToSubgraph.find(layer);</div><div class="line"><a name="l01578"></a><span class="lineno"> 1578</span>  <span class="keywordflow">if</span> (subgraphIt != layerToSubgraph.end())</div><div class="line"><a name="l01579"></a><span class="lineno"> 1579</span>  {</div><div class="line"><a name="l01580"></a><span class="lineno"> 1580</span>  <span class="keyword">auto</span> subgraphIdx = std::distance(subgraphs.begin(),</div><div class="line"><a name="l01581"></a><span class="lineno"> 1581</span>  std::find_if(subgraphs.begin(), subgraphs.end(),</div><div class="line"><a name="l01582"></a><span class="lineno"> 1582</span>  [&](<span class="keyword">auto</span>& s) { <span class="keywordflow">return</span> s.get() == subgraphIt->second; }));</div><div class="line"><a name="l01583"></a><span class="lineno"> 1583</span>  name = std::to_string(subgraphIdx);</div><div class="line"><a name="l01584"></a><span class="lineno"> 1584</span>  }</div><div class="line"><a name="l01585"></a><span class="lineno"> 1585</span>  layer->SetBackendId(<a class="code" href="classarmnn_1_1_backend_id.xhtml">armnn::BackendId</a>(name));</div><div class="line"><a name="l01586"></a><span class="lineno"> 1586</span>  }</div><div class="line"><a name="l01587"></a><span class="lineno"> 1587</span> </div><div class="line"><a name="l01588"></a><span class="lineno"> 1588</span>  std::ofstream f(<span class="stringliteral">"GRAPH_"</span> + std::to_string(testIdx) + <span class="stringliteral">".dot"</span>);</div><div class="line"><a name="l01589"></a><span class="lineno"> 1589</span>  graph.SerializeToDot(f);</div><div class="line"><a name="l01590"></a><span class="lineno"> 1590</span>  }</div><div class="line"><a name="l01591"></a><span class="lineno"> 1591</span> </div><div class="line"><a name="l01592"></a><span class="lineno"> 1592</span>  <span class="comment">// Check the dependencies between subgraphs to make sure that the algorithm has produced a valid result.</span></div><div class="line"><a name="l01593"></a><span class="lineno"> 1593</span>  <span class="comment">// Starting from each of the input slots of each subgraph, recurse up the graph and ensure that we never</span></div><div class="line"><a name="l01594"></a><span class="lineno"> 1594</span>  <span class="comment">// encounter a layer that belongs to the subgraph that we started from.</span></div><div class="line"><a name="l01595"></a><span class="lineno"> 1595</span>  <span class="keywordflow">for</span> (std::unique_ptr<SubgraphView>& subgraph : subgraphs)</div><div class="line"><a name="l01596"></a><span class="lineno"> 1596</span>  {</div><div class="line"><a name="l01597"></a><span class="lineno"> 1597</span>  <span class="keywordflow">for</span> (<a class="code" href="classarmnn_1_1_i_input_slot.xhtml">IInputSlot</a>* inSlot : subgraph->GetIInputSlots())</div><div class="line"><a name="l01598"></a><span class="lineno"> 1598</span>  {</div><div class="line"><a name="l01599"></a><span class="lineno"> 1599</span>  std::queue<Layer*> toProcess;</div><div class="line"><a name="l01600"></a><span class="lineno"> 1600</span>  toProcess.push(&PolymorphicDowncast<InputSlot*>(inSlot)->GetConnectedOutputSlot()->GetOwningLayer());</div><div class="line"><a name="l01601"></a><span class="lineno"> 1601</span>  <span class="keywordflow">while</span> (toProcess.size() > 0)</div><div class="line"><a name="l01602"></a><span class="lineno"> 1602</span>  {</div><div class="line"><a name="l01603"></a><span class="lineno"> 1603</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* l = toProcess.front();</div><div class="line"><a name="l01604"></a><span class="lineno"> 1604</span>  toProcess.pop();</div><div class="line"><a name="l01605"></a><span class="lineno"> 1605</span> </div><div class="line"><a name="l01606"></a><span class="lineno"> 1606</span>  CHECK(layerToSubgraph[l] != subgraph.get());</div><div class="line"><a name="l01607"></a><span class="lineno"> 1607</span> </div><div class="line"><a name="l01608"></a><span class="lineno"> 1608</span>  <span class="keywordflow">for</span> (<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_input_slot.xhtml">InputSlot</a>& is : l-><a class="code" href="classarmnn_1_1_layer.xhtml#af5f530544d09a44d726f24702b67b35b">GetInputSlots</a>())</div><div class="line"><a name="l01609"></a><span class="lineno"> 1609</span>  {</div><div class="line"><a name="l01610"></a><span class="lineno"> 1610</span>  toProcess.push(&is.GetConnectedOutputSlot()->GetOwningLayer());</div><div class="line"><a name="l01611"></a><span class="lineno"> 1611</span>  }</div><div class="line"><a name="l01612"></a><span class="lineno"> 1612</span>  }</div><div class="line"><a name="l01613"></a><span class="lineno"> 1613</span>  }</div><div class="line"><a name="l01614"></a><span class="lineno"> 1614</span>  }</div><div class="line"><a name="l01615"></a><span class="lineno"> 1615</span>  }</div><div class="line"><a name="l01616"></a><span class="lineno"> 1616</span> }</div><div class="line"><a name="l01617"></a><span class="lineno"> 1617</span> </div><div class="line"><a name="l01618"></a><span class="lineno"> 1618</span> }</div><div class="ttc" id="namespacearmnn_xhtml_a4dc0adc6737b5944e7671bee71788407aad42f6697b035b7580e4fef93be20b4d"><div class="ttname"><a href="namespacearmnn.xhtml#a4dc0adc6737b5944e7671bee71788407aad42f6697b035b7580e4fef93be20b4d">armnn::BoostLogSeverityMapping::debug</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_splitter_layer_xhtml"><div class="ttname"><a href="classarmnn_1_1_splitter_layer.xhtml">armnn::SplitterLayer</a></div><div class="ttdoc">This layer represents a split operation. </div><div class="ttdef"><b>Definition:</b> <a href="_splitter_layer_8hpp_source.xhtml#l00013">SplitterLayer.hpp:13</a></div></div> +<div class="ttc" id="structarmnn_1_1_views_descriptor_xhtml"><div class="ttname"><a href="structarmnn_1_1_views_descriptor.xhtml">armnn::ViewsDescriptor</a></div><div class="ttdoc">A ViewsDescriptor for the SplitterLayer. </div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.xhtml#l00217">Descriptors.hpp:217</a></div></div> +<div class="ttc" id="namespacearmnn_xhtml_ac90715a0439d1e77922996a27ef3a534"><div class="ttname"><a href="namespacearmnn.xhtml#ac90715a0439d1e77922996a27ef3a534">armnn::Splitter</a></div><div class="ttdeci">void Splitter(const SplitterQueueDescriptor &data, std::vector< ITensorHandle *> inputs, std::vector< ITensorHandle *> outputs)</div><div class="ttdef"><b>Definition:</b> <a href="_splitter_8hpp_source.xhtml#l00017">Splitter.hpp:17</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 &&... 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#l00420">Graph.hpp:420</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="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 &destination)</div><div class="ttdef"><b>Definition:</b> <a href="_layer_8cpp_source.xhtml#l00086">Layer.cpp:86</a></div></div> +<div class="ttc" id="classarmnn_1_1_activation_layer_xhtml"><div class="ttname"><a href="classarmnn_1_1_activation_layer.xhtml">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.xhtml#l00012">ActivationLayer.hpp:12</a></div></div> +<div class="ttc" id="classarmnn_1_1_input_slot_xhtml"><div class="ttname"><a href="classarmnn_1_1_input_slot.xhtml">armnn::InputSlot</a></div><div class="ttdef"><b>Definition:</b> <a href="_layer_8hpp_source.xhtml#l00042">Layer.hpp:42</a></div></div> +<div class="ttc" id="classarmnn_1_1_layer_xhtml_af5f530544d09a44d726f24702b67b35b"><div class="ttname"><a href="classarmnn_1_1_layer.xhtml#af5f530544d09a44d726f24702b67b35b">armnn::Layer::GetInputSlots</a></div><div class="ttdeci">const std::vector< InputSlot > & GetInputSlots() const</div><div class="ttdef"><b>Definition:</b> <a href="_layer_8hpp_source.xhtml#l00242">Layer.hpp:242</a></div></div> +<div class="ttc" id="classarmnn_1_1_layer_xhtml_a1594bddc87d6477df300317658f566bb"><div class="ttname"><a href="classarmnn_1_1_layer.xhtml#a1594bddc87d6477df300317658f566bb">armnn::Layer::GetNumOutputSlots</a></div><div class="ttdeci">unsigned int GetNumOutputSlots() const override</div><div class="ttdoc">Returns the number of connectable output slots. </div><div class="ttdef"><b>Definition:</b> <a href="_layer_8hpp_source.xhtml#l00319">Layer.hpp:319</a></div></div> +<div class="ttc" id="namespacearmnn_xhtml_ab8cf8f9fb6792e654c2d8d8382f6f01b"><div class="ttname"><a href="namespacearmnn.xhtml#ab8cf8f9fb6792e654c2d8d8382f6f01b">armnn::LayerBindingId</a></div><div class="ttdeci">int LayerBindingId</div><div class="ttdoc">Type of identifiers for bindable layers (inputs, outputs). </div><div class="ttdef"><b>Definition:</b> <a href="_types_8hpp_source.xhtml#l00277">Types.hpp:277</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 & 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#l00321">Layer.hpp:321</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="_common_test_utils_8cpp_xhtml_a9892eac8f1b8ed9cea0baf643fb6d951"><div class="ttname"><a href="_common_test_utils_8cpp.xhtml#a9892eac8f1b8ed9cea0baf643fb6d951">CreateInputsFrom</a></div><div class="ttdeci">SubgraphView::InputSlots CreateInputsFrom(const std::vector< Layer *> &layers)</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_origins_descriptor_xhtml"><div class="ttname"><a href="structarmnn_1_1_origins_descriptor.xhtml">armnn::OriginsDescriptor</a></div><div class="ttdoc">An OriginsDescriptor for the ConcatLayer. </div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.xhtml#l00174">Descriptors.hpp:174</a></div></div> +<div class="ttc" id="classarmnn_1_1_concat_layer_xhtml"><div class="ttname"><a href="classarmnn_1_1_concat_layer.xhtml">armnn::ConcatLayer</a></div><div class="ttdoc">This layer represents a merge operation. </div><div class="ttdef"><b>Definition:</b> <a href="_concat_layer_8hpp_source.xhtml#l00013">ConcatLayer.hpp:13</a></div></div> +<div class="ttc" id="classarmnn_1_1_layer_xhtml_a9a97cb6d32661a57fc33bd29b8e41ff4"><div class="ttname"><a href="classarmnn_1_1_layer.xhtml#a9a97cb6d32661a57fc33bd29b8e41ff4">armnn::Layer::GetNameStr</a></div><div class="ttdeci">const std::string & GetNameStr() const</div><div class="ttdef"><b>Definition:</b> <a href="_layer_8hpp_source.xhtml#l00225">Layer.hpp:225</a></div></div> +<div class="ttc" id="classarmnn_1_1_layer_xhtml_ad8e15c530c929ab823d89ae9fd2d3f11"><div class="ttname"><a href="classarmnn_1_1_layer.xhtml#ad8e15c530c929ab823d89ae9fd2d3f11">armnn::Layer::GetType</a></div><div class="ttdeci">LayerType GetType() const override</div><div class="ttdoc">Returns the armnn::LayerType of this layer. </div><div class="ttdef"><b>Definition:</b> <a href="_layer_8hpp_source.xhtml#l00270">Layer.hpp:270</a></div></div> +<div class="ttc" id="namespacearmnn_xhtml_a7636fbbc4f8ea2d0cf9f3ac2d12a4c62"><div class="ttname"><a href="namespacearmnn.xhtml#a7636fbbc4f8ea2d0cf9f3ac2d12a4c62">armnn::Activation</a></div><div class="ttdeci">float Activation(float in, ActivationFunction function, float a, float b)</div><div class="ttdef"><b>Definition:</b> <a href="_activation_8cpp_source.xhtml#l00013">Activation.cpp:13</a></div></div> +<div class="ttc" id="classarmnn_1_1_subgraph_view_selector_xhtml_aaf71a63dbbc776f8961b0f4fdb9da021"><div class="ttname"><a href="classarmnn_1_1_subgraph_view_selector.xhtml#aaf71a63dbbc776f8961b0f4fdb9da021">armnn::SubgraphViewSelector::Subgraphs</a></div><div class="ttdeci">std::vector< SubgraphViewPtr > Subgraphs</div><div class="ttdef"><b>Definition:</b> <a href="_subgraph_view_selector_8hpp_source.xhtml#l00025">SubgraphViewSelector.hpp:25</a></div></div> +<div class="ttc" id="classarmnn_1_1_input_slot_xhtml_a9effd325a6d512a3f8ff4bd207d53255"><div class="ttname"><a href="classarmnn_1_1_input_slot.xhtml#a9effd325a6d512a3f8ff4bd207d53255">armnn::InputSlot::GetConnectedOutputSlot</a></div><div class="ttdeci">const OutputSlot * GetConnectedOutputSlot() const</div><div class="ttdef"><b>Definition:</b> <a href="_layer_8hpp_source.xhtml#l00056">Layer.hpp:56</a></div></div> +<div class="ttc" id="structarmnn_1_1_activation_descriptor_xhtml"><div class="ttname"><a href="structarmnn_1_1_activation_descriptor.xhtml">armnn::ActivationDescriptor</a></div><div class="ttdoc">An ActivationDescriptor for the ActivationLayer. </div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.xhtml#l00036">Descriptors.hpp:36</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="classarmnn_1_1_addition_layer_xhtml"><div class="ttname"><a href="classarmnn_1_1_addition_layer.xhtml">armnn::AdditionLayer</a></div><div class="ttdoc">This layer represents an addition operation. </div><div class="ttdef"><b>Definition:</b> <a href="_addition_layer_8hpp_source.xhtml#l00013">AdditionLayer.hpp:13</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< SubgraphView > 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 &&inputs, SubgraphView::OutputSlots &&outputs, SubgraphView::Layers &&layers)</div><div class="ttdef"><b>Definition:</b> <a href="_common_test_utils_8cpp_source.xhtml#l00038">CommonTestUtils.cpp:38</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< Layer *> &layers)</div><div class="ttdef"><b>Definition:</b> <a href="_common_test_utils_8cpp_source.xhtml#l00025">CommonTestUtils.cpp:25</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="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 & 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#l00323">Layer.hpp:323</a></div></div> +<div class="ttc" id="classarmnn_1_1_layer_xhtml_a7ddf0cf6f620d59c10e63495ace795d0"><div class="ttname"><a href="classarmnn_1_1_layer.xhtml#a7ddf0cf6f620d59c10e63495ace795d0">armnn::Layer::GetName</a></div><div class="ttdeci">const char * GetName() const override</div><div class="ttdoc">Returns the name of the layer. </div><div class="ttdef"><b>Definition:</b> <a href="_layer_8hpp_source.xhtml#l00316">Layer.hpp:316</a></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="classarmnn_1_1_graph_xhtml_afdf8eb85585a798ad0e936bde884d87b"><div class="ttname"><a href="classarmnn_1_1_graph.xhtml#afdf8eb85585a798ad0e936bde884d87b">armnn::Graph::GetNumLayers</a></div><div class="ttdeci">size_t GetNumLayers() const</div><div class="ttdef"><b>Definition:</b> <a href="_graph_8hpp_source.xhtml#l00196">Graph.hpp:196</a></div></div> +<div class="ttc" id="classarmnn_1_1_graph_xhtml_a3ff30c6669fdc69de1f5be1f89bacc3f"><div class="ttname"><a href="classarmnn_1_1_graph.xhtml#a3ff30c6669fdc69de1f5be1f89bacc3f">armnn::Graph::InsertNewLayer</a></div><div class="ttdeci">LayerT * InsertNewLayer(InputSlot &insertBefore, Args &&... args)</div><div class="ttdoc">Inserts a new layer between the output slot currently connected to insertBefore and insertBefore itse...</div><div class="ttdef"><b>Definition:</b> <a href="_graph_8hpp_source.xhtml#l00434">Graph.hpp:434</a></div></div> +<div class="ttc" id="classarmnn_1_1_i_input_slot_xhtml"><div class="ttname"><a href="classarmnn_1_1_i_input_slot.xhtml">armnn::IInputSlot</a></div><div class="ttdoc">An input connection slot for a layer. </div><div class="ttdef"><b>Definition:</b> <a href="_i_network_8hpp_source.xhtml#l00026">INetwork.hpp:26</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> +</div><!-- fragment --> +</div> +</div> +<a id="aa53fc7240a999ad6b618aa9988778b03"></a> +<h2 class="memtitle"><span class="permalink"><a href="#aa53fc7240a999ad6b618aa9988778b03">◆ </a></span>TEST_SUITE() <span class="overload">[4/4]</span></h2> + +<div class="memitem"> +<div class="memproto"> + <table class="memname"> + <tr> + <td class="memname">TEST_SUITE </td> + <td>(</td> + <td class="paramtype">"IntegrationTests" </td> + <td class="paramname"></td><td>)</td> + <td></td> + </tr> + </table> +</div><div class="memdoc"> + +<p class="definition">Definition at line <a class="el" href="_subgraph_view_tests_8cpp_source.xhtml#l01620">1620</a> of file <a class="el" href="_subgraph_view_tests_8cpp_source.xhtml">SubgraphViewTests.cpp</a>.</p> + +<p class="reference">References <a class="el" href="namespacearmnn.xhtml#a56943a0946e5f15e5e58054b8e7a04a4aa9a62e70841c4d06dd16306a85700d36">armnn::Activation</a>, <a class="el" href="_graph_8hpp_source.xhtml#l00420">Graph::AddLayer()</a>, <a class="el" href="include_2armnn_2backends_2_optimization_views_8hpp_source.xhtml#l00034">OptimizationViews::AddSubstitution()</a>, <a class="el" href="_assert_8hpp_source.xhtml#l00015">ARMNN_ASSERT_MSG</a>, <a class="el" href="classarmnn_1_1_i_output_slot.xhtml#ac1835f8756a9f03c02fcf9664e3a0fce">IOutputSlot::Connect()</a>, <a class="el" href="_layer_8cpp_source.xhtml#l00086">OutputSlot::Connect()</a>, <a class="el" href="namespacearmnn.xhtml#a14d24d90ab4ba2956e92e27890ba4c91acb17869fe51048b5a5c4c6106551a255">armnn::Constant</a>, <a class="el" href="namespacearmnn.xhtml#ae2f04a162585c0a5222a537efd5456aea39f8662ca778258e9c6a14f26fec5ec1">armnn::CpuAcc</a>, <a class="el" href="_network_8cpp_source.xhtml#l00492">INetwork::Create()</a>, <a class="el" href="_common_test_utils_8cpp_source.xhtml#l00012">CreateInputsFrom()</a>, <a class="el" href="_common_test_utils_8cpp_source.xhtml#l00025">CreateOutputsFrom()</a>, <a class="el" href="_common_test_utils_8cpp_source.xhtml#l00038">CreateSubgraphViewFrom()</a>, <a class="el" href="namespacearmnn.xhtml#a56943a0946e5f15e5e58054b8e7a04a4af97adbfc88b7012a0243215b1076e7e7">armnn::DepthwiseConvolution2d</a>, <a class="el" href="include_2armnn_2backends_2_subgraph_view_8hpp_source.xhtml#l00038">SubgraphView::ForEachIConnectableLayer()</a>, <a class="el" href="include_2armnn_2backends_2_subgraph_view_8hpp_source.xhtml#l00027">SubgraphView::ForEachLayer()</a>, <a class="el" href="_layer_8hpp_source.xhtml#l00274">Layer::GetBackendId()</a>, <a class="el" href="classarmnn_1_1_i_input_slot.xhtml#a81fbf6103761e55061b62ba989b00f10">IInputSlot::GetConnection()</a>, <a class="el" href="classarmnn_1_1_i_output_slot.xhtml#a9fffb92dc6d2edd5258d574a5862fc83">IOutputSlot::GetConnection()</a>, <a class="el" href="_layer_8hpp_source.xhtml#l00204">InputSlot::GetConnection()</a>, <a class="el" href="_layer_8cpp_source.xhtml#l00049">OutputSlot::GetConnection()</a>, <a class="el" href="_subgraph_view_8cpp_source.xhtml#l00300">SubgraphView::GetIConnectableLayers()</a>, <a class="el" href="include_2armnn_2backends_2_optimization_views_8hpp_source.xhtml#l00062">OptimizationViews::GetINetwork()</a>, <a class="el" href="classarmnn_1_1_i_connectable_layer.xhtml#a6ec9e0eb66d7d6a01240492a0b18104c">IConnectableLayer::GetInputSlot()</a>, <a class="el" href="_layer_8hpp_source.xhtml#l00321">Layer::GetInputSlot()</a>, <a class="el" href="_layer_8hpp_source.xhtml#l00225">Layer::GetNameStr()</a>, <a class="el" href="classarmnn_1_1_i_connectable_layer.xhtml#a80ac4eda2e7f2757ec9dd96fc96dbd16">IConnectableLayer::GetOutputSlot()</a>, <a class="el" href="_layer_8hpp_source.xhtml#l00323">Layer::GetOutputSlot()</a>, <a class="el" href="classarmnn_1_1_i_output_slot.xhtml#a22b3f11f56aa924c0c1b6ee4d6cc90e1">IOutputSlot::GetOwningIConnectableLayer()</a>, <a class="el" href="_tensor_8hpp_source.xhtml#l00191">TensorInfo::GetShape()</a>, <a class="el" href="classarmnn_1_1_i_output_slot.xhtml#a9943775a364fc4ab53b85ac88f311886">IOutputSlot::GetTensorInfo()</a>, <a class="el" href="classarmnn_1_1_i_connectable_layer.xhtml#adceb04ae84c524e4d01881e3754a4d59">IConnectableLayer::GetType()</a>, <a class="el" href="_layer_8hpp_source.xhtml#l00270">Layer::GetType()</a>, <a class="el" href="_subgraph_view_8cpp_source.xhtml#l00419">SubgraphView::GetWorkingCopy()</a>, <a class="el" href="namespacearmnn.xhtml#ae2f04a162585c0a5222a537efd5456aeafaa4524e3df19ada32643ce9a222362b">armnn::GpuAcc</a>, <a class="el" href="namespacearmnn.xhtml#a56943a0946e5f15e5e58054b8e7a04a4a324118a6721dd6b8a9b9f4e327df2bf5">armnn::Input</a>, <a class="el" href="_descriptors_8hpp_source.xhtml#l00670">DepthwiseConvolution2dDescriptor::m_DataLayout</a>, <a class="el" href="namespacearmnn.xhtml#a56943a0946e5f15e5e58054b8e7a04a4a27d1a1f7b7c2180e5b20ce9e3d00e2dd">armnn::Multiplication</a>, <a class="el" href="namespacearmnn.xhtml#ad1d5cce2d9e9a5d61c243e5c989112e0ad066db54b89b0912e7e7c6da51e2da51">armnn::NHWC</a>, <a class="el" href="_numeric_cast_8hpp_source.xhtml#l00035">armnn::numeric_cast()</a>, <a class="el" href="namespacearmnn.xhtml#a56943a0946e5f15e5e58054b8e7a04a4a29c2c02a361c9d7028472e5d92cd4a54">armnn::Output</a>, <a class="el" href="namespacearmnn.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a0a3f57c876f5a230244c38e1453a8a6e">armnn::QAsymmU8</a>, <a class="el" href="_subgraph_view_selector_8cpp_source.xhtml#l00259">SubgraphViewSelector::SelectSubgraphs()</a>, <a class="el" href="_layer_8hpp_source.xhtml#l00275">Layer::SetBackendId()</a>, <a class="el" href="_tensor_8hpp_source.xhtml#l00193">TensorInfo::SetShape()</a>, <a class="el" href="classarmnn_1_1_i_output_slot.xhtml#a5ee4a6c9a2481245487b1b1a70d20fd0">IOutputSlot::SetTensorInfo()</a>, <a class="el" href="_layer_8cpp_source.xhtml#l00061">OutputSlot::SetTensorInfo()</a>, <a class="el" href="_subgraph_view_8cpp_source.xhtml#l00543">SubgraphView::SubstituteSubgraph()</a>, <a class="el" href="_graph_8cpp_source.xhtml#l00433">Graph::SubstituteSubgraph()</a>, <a class="el" href="_descriptors_8cpp_source.xhtml#l00350">armnn::swap()</a>, and <a class="el" href="_optimization_views_8cpp_source.xhtml#l00011">OptimizationViews::Validate()</a>.</p> +<div class="fragment"><div class="line"><a name="l01621"></a><span class="lineno"> 1621</span> {</div><div class="line"><a name="l01622"></a><span class="lineno"> 1622</span> TEST_CASE(<span class="stringliteral">"SingleSubgraph"</span>)</div><div class="line"><a name="l01623"></a><span class="lineno"> 1623</span> {</div><div class="line"><a name="l01624"></a><span class="lineno"> 1624</span>  <span class="comment">// This test case represents the scenario when we have one subgraph</span></div><div class="line"><a name="l01625"></a><span class="lineno"> 1625</span>  <span class="comment">// in which two layers have GpuAcc backend assigned</span></div><div class="line"><a name="l01626"></a><span class="lineno"> 1626</span> </div><div class="line"><a name="l01627"></a><span class="lineno"> 1627</span>  <span class="comment">//Construct graph</span></div><div class="line"><a name="l01628"></a><span class="lineno"> 1628</span>  <a class="code" href="classarmnn_1_1_graph.xhtml">Graph</a> graph;</div><div class="line"><a name="l01629"></a><span class="lineno"> 1629</span> </div><div class="line"><a name="l01630"></a><span class="lineno"> 1630</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> inputLayer = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_input_layer.xhtml">InputLayer</a>>(0, <span class="stringliteral">"input"</span>);</div><div class="line"><a name="l01631"></a><span class="lineno"> 1631</span> </div><div class="line"><a name="l01632"></a><span class="lineno"> 1632</span>  <a class="code" href="structarmnn_1_1_convolution2d_descriptor.xhtml">Convolution2dDescriptor</a> convDescriptor;</div><div class="line"><a name="l01633"></a><span class="lineno"> 1633</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> convLayer1 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_convolution2d_layer.xhtml">Convolution2dLayer</a>>(convDescriptor, <span class="stringliteral">"conv1"</span>);</div><div class="line"><a name="l01634"></a><span class="lineno"> 1634</span>  convLayer1-><a class="code" href="classarmnn_1_1_layer.xhtml#a3f6ad59212fa8a47c9265162fff8a274">SetBackendId</a>(Compute::GpuAcc);</div><div class="line"><a name="l01635"></a><span class="lineno"> 1635</span> </div><div class="line"><a name="l01636"></a><span class="lineno"> 1636</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> convLayer2 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_convolution2d_layer.xhtml">Convolution2dLayer</a>>(convDescriptor, <span class="stringliteral">"conv2"</span>);</div><div class="line"><a name="l01637"></a><span class="lineno"> 1637</span>  convLayer2-><a class="code" href="classarmnn_1_1_layer.xhtml#a3f6ad59212fa8a47c9265162fff8a274">SetBackendId</a>(Compute::GpuAcc);</div><div class="line"><a name="l01638"></a><span class="lineno"> 1638</span> </div><div class="line"><a name="l01639"></a><span class="lineno"> 1639</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> outputLayer = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_output_layer.xhtml">OutputLayer</a>>(0, <span class="stringliteral">"output"</span>);</div><div class="line"><a name="l01640"></a><span class="lineno"> 1640</span> </div><div class="line"><a name="l01641"></a><span class="lineno"> 1641</span>  inputLayer-><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-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l01642"></a><span class="lineno"> 1642</span>  convLayer1-><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-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l01643"></a><span class="lineno"> 1643</span>  convLayer2-><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>(outputLayer-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l01644"></a><span class="lineno"> 1644</span> </div><div class="line"><a name="l01645"></a><span class="lineno"> 1645</span>  <span class="comment">// GpuAcc sub graph selector</span></div><div class="line"><a name="l01646"></a><span class="lineno"> 1646</span>  <a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#aaf71a63dbbc776f8961b0f4fdb9da021">SubgraphViewSelector::Subgraphs</a> subgraphs =</div><div class="line"><a name="l01647"></a><span class="lineno"> 1647</span>  SubgraphViewSelector::SelectSubgraphs(</div><div class="line"><a name="l01648"></a><span class="lineno"> 1648</span>  graph,</div><div class="line"><a name="l01649"></a><span class="lineno"> 1649</span>  <span class="comment">// select the GpuAcc layers only</span></div><div class="line"><a name="l01650"></a><span class="lineno"> 1650</span>  [](<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a> & l){</div><div class="line"><a name="l01651"></a><span class="lineno"> 1651</span>  <span class="keywordtype">bool</span> toSelect = (l.<a class="code" href="classarmnn_1_1_layer.xhtml#afdb1d37740e7a083b625d669588b6a0e">GetBackendId</a>() == Compute::GpuAcc);</div><div class="line"><a name="l01652"></a><span class="lineno"> 1652</span>  <span class="keywordflow">return</span> toSelect;</div><div class="line"><a name="l01653"></a><span class="lineno"> 1653</span>  });</div><div class="line"><a name="l01654"></a><span class="lineno"> 1654</span> </div><div class="line"><a name="l01655"></a><span class="lineno"> 1655</span>  CHECK(subgraphs.size() == 1);</div><div class="line"><a name="l01656"></a><span class="lineno"> 1656</span>  <span class="keywordflow">if</span>(subgraphs.size() == 1)</div><div class="line"><a name="l01657"></a><span class="lineno"> 1657</span>  {</div><div class="line"><a name="l01658"></a><span class="lineno"> 1658</span>  CHECK((subgraphs[0] != <span class="keyword">nullptr</span>));</div><div class="line"><a name="l01659"></a><span class="lineno"> 1659</span> </div><div class="line"><a name="l01660"></a><span class="lineno"> 1660</span>  <span class="keywordflow">if</span> (subgraphs[0].<span class="keyword">get</span>() != <span class="keyword">nullptr</span>)</div><div class="line"><a name="l01661"></a><span class="lineno"> 1661</span>  {</div><div class="line"><a name="l01662"></a><span class="lineno"> 1662</span>  <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> numInputSlots = <a class="code" href="namespacearmnn.xhtml#a375ca3cff9f1b005d1412dc5f3cf5b6e">armnn::numeric_cast</a><<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span>>(subgraphs[0]->GetIInputSlots().size());</div><div class="line"><a name="l01663"></a><span class="lineno"> 1663</span>  <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> numOutputSlots = <a class="code" href="namespacearmnn.xhtml#a375ca3cff9f1b005d1412dc5f3cf5b6e">armnn::numeric_cast</a><<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span>>(subgraphs[0]->GetIOutputSlots().size());</div><div class="line"><a name="l01664"></a><span class="lineno"> 1664</span> </div><div class="line"><a name="l01665"></a><span class="lineno"> 1665</span>  CHECK((numInputSlots == 1));</div><div class="line"><a name="l01666"></a><span class="lineno"> 1666</span>  CHECK((numOutputSlots == 1));</div><div class="line"><a name="l01667"></a><span class="lineno"> 1667</span> </div><div class="line"><a name="l01668"></a><span class="lineno"> 1668</span>  <span class="comment">// Save sub-graph connections for comparison after substitution</span></div><div class="line"><a name="l01669"></a><span class="lineno"> 1669</span>  <a class="code" href="classarmnn_1_1_i_output_slot.xhtml">IOutputSlot</a>* subgraphInputConn1 = subgraphs[0]->GetIInputSlot(0)-><a class="code" href="classarmnn_1_1_i_output_slot.xhtml#a9fffb92dc6d2edd5258d574a5862fc83">GetConnection</a>();</div><div class="line"><a name="l01670"></a><span class="lineno"> 1670</span>  <a class="code" href="classarmnn_1_1_i_input_slot.xhtml">IInputSlot</a>* subgraphOutputConn1 = subgraphs[0]->GetIOutputSlot(0)-><a class="code" href="classarmnn_1_1_i_input_slot.xhtml#a81fbf6103761e55061b62ba989b00f10">GetConnection</a>(0);</div><div class="line"><a name="l01671"></a><span class="lineno"> 1671</span> </div><div class="line"><a name="l01672"></a><span class="lineno"> 1672</span>  <span class="comment">// Construct dummy pre-compiled layer</span></div><div class="line"><a name="l01673"></a><span class="lineno"> 1673</span>  <a class="code" href="structarmnn_1_1_pre_compiled_descriptor.xhtml">PreCompiledDescriptor</a> preCompiledDescriptor(numInputSlots, numOutputSlots);</div><div class="line"><a name="l01674"></a><span class="lineno"> 1674</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> preCompiledLayer = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_pre_compiled_layer.xhtml">PreCompiledLayer</a>>(preCompiledDescriptor, <span class="stringliteral">"pre-compiled"</span>);</div><div class="line"><a name="l01675"></a><span class="lineno"> 1675</span> </div><div class="line"><a name="l01676"></a><span class="lineno"> 1676</span>  <span class="comment">// Substitute sub-graph with pre-compiled layer</span></div><div class="line"><a name="l01677"></a><span class="lineno"> 1677</span>  graph.<a class="code" href="classarmnn_1_1_graph.xhtml#aafbd4b469e47160017f409df8d077184">SubstituteSubgraph</a>(*subgraphs[0], preCompiledLayer);</div><div class="line"><a name="l01678"></a><span class="lineno"> 1678</span> </div><div class="line"><a name="l01679"></a><span class="lineno"> 1679</span>  <span class="comment">// Check that connections are correct after substitution</span></div><div class="line"><a name="l01680"></a><span class="lineno"> 1680</span>  CHECK_EQ(preCompiledLayer-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0).<a class="code" href="classarmnn_1_1_input_slot.xhtml#a3153abb7c0c0a84629079b2fac7db54f">GetConnection</a>(), subgraphInputConn1);</div><div class="line"><a name="l01681"></a><span class="lineno"> 1681</span> </div><div class="line"><a name="l01682"></a><span class="lineno"> 1682</span>  CHECK_EQ(preCompiledLayer-><a class="code" href="classarmnn_1_1_layer.xhtml#a0e36688a43c35668d8db5257274c68fe">GetOutputSlot</a>(0).<a class="code" href="classarmnn_1_1_output_slot.xhtml#a048e8c1536cf6b8871b093a73a4a3a85">GetConnection</a>(0), subgraphOutputConn1);</div><div class="line"><a name="l01683"></a><span class="lineno"> 1683</span>  }</div><div class="line"><a name="l01684"></a><span class="lineno"> 1684</span>  }</div><div class="line"><a name="l01685"></a><span class="lineno"> 1685</span> }</div><div class="line"><a name="l01686"></a><span class="lineno"> 1686</span> </div><div class="line"><a name="l01687"></a><span class="lineno"> 1687</span> TEST_CASE(<span class="stringliteral">"MultipleSubgraphs"</span>)</div><div class="line"><a name="l01688"></a><span class="lineno"> 1688</span> {</div><div class="line"><a name="l01689"></a><span class="lineno"> 1689</span>  <span class="comment">// This test case represents the scenario when we have two subgraphs</span></div><div class="line"><a name="l01690"></a><span class="lineno"> 1690</span>  <span class="comment">// in which two layers have CpuAcc backend assigned</span></div><div class="line"><a name="l01691"></a><span class="lineno"> 1691</span> </div><div class="line"><a name="l01692"></a><span class="lineno"> 1692</span>  <span class="comment">//Construct graph</span></div><div class="line"><a name="l01693"></a><span class="lineno"> 1693</span>  <a class="code" href="classarmnn_1_1_graph.xhtml">Graph</a> graph;</div><div class="line"><a name="l01694"></a><span class="lineno"> 1694</span> </div><div class="line"><a name="l01695"></a><span class="lineno"> 1695</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> inputLayer = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_input_layer.xhtml">InputLayer</a>>(0, <span class="stringliteral">"input"</span>);</div><div class="line"><a name="l01696"></a><span class="lineno"> 1696</span> </div><div class="line"><a name="l01697"></a><span class="lineno"> 1697</span>  <a class="code" href="structarmnn_1_1_views_descriptor.xhtml">ViewsDescriptor</a> splitterDescriptor(2);</div><div class="line"><a name="l01698"></a><span class="lineno"> 1698</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> splitterLayer = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_splitter_layer.xhtml">SplitterLayer</a>>(splitterDescriptor, <span class="stringliteral">"splitter"</span>);</div><div class="line"><a name="l01699"></a><span class="lineno"> 1699</span>  splitterLayer-><a class="code" href="classarmnn_1_1_layer.xhtml#a3f6ad59212fa8a47c9265162fff8a274">SetBackendId</a>(Compute::CpuAcc);</div><div class="line"><a name="l01700"></a><span class="lineno"> 1700</span> </div><div class="line"><a name="l01701"></a><span class="lineno"> 1701</span>  <a class="code" href="structarmnn_1_1_convolution2d_descriptor.xhtml">Convolution2dDescriptor</a> convDescriptor;</div><div class="line"><a name="l01702"></a><span class="lineno"> 1702</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> convLayer1 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_convolution2d_layer.xhtml">Convolution2dLayer</a>>(convDescriptor, <span class="stringliteral">"conv1"</span>);</div><div class="line"><a name="l01703"></a><span class="lineno"> 1703</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> convLayer2 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_convolution2d_layer.xhtml">Convolution2dLayer</a>>(convDescriptor, <span class="stringliteral">"conv2"</span>);</div><div class="line"><a name="l01704"></a><span class="lineno"> 1704</span> </div><div class="line"><a name="l01705"></a><span class="lineno"> 1705</span>  <a class="code" href="structarmnn_1_1_origins_descriptor.xhtml">OriginsDescriptor</a> concatDescriptor(2);</div><div class="line"><a name="l01706"></a><span class="lineno"> 1706</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> pConcatLayer = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_concat_layer.xhtml">ConcatLayer</a>>(concatDescriptor, <span class="stringliteral">"concat"</span>);</div><div class="line"><a name="l01707"></a><span class="lineno"> 1707</span>  pConcatLayer-><a class="code" href="classarmnn_1_1_layer.xhtml#a3f6ad59212fa8a47c9265162fff8a274">SetBackendId</a>(Compute::CpuAcc);</div><div class="line"><a name="l01708"></a><span class="lineno"> 1708</span> </div><div class="line"><a name="l01709"></a><span class="lineno"> 1709</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> outputLayer = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_output_layer.xhtml">OutputLayer</a>>(0, <span class="stringliteral">"output"</span>);</div><div class="line"><a name="l01710"></a><span class="lineno"> 1710</span> </div><div class="line"><a name="l01711"></a><span class="lineno"> 1711</span>  inputLayer-><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>(splitterLayer-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l01712"></a><span class="lineno"> 1712</span>  splitterLayer-><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-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l01713"></a><span class="lineno"> 1713</span>  splitterLayer-><a class="code" href="classarmnn_1_1_layer.xhtml#a0e36688a43c35668d8db5257274c68fe">GetOutputSlot</a>(1).<a class="code" href="classarmnn_1_1_output_slot.xhtml#adcfb97035799ea4c043f9ef370714815">Connect</a>(convLayer2->GetInputSlot(0));</div><div class="line"><a name="l01714"></a><span class="lineno"> 1714</span>  convLayer1-><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>(pConcatLayer-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l01715"></a><span class="lineno"> 1715</span>  convLayer2->GetOutputSlot(0).Connect(pConcatLayer-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(1));</div><div class="line"><a name="l01716"></a><span class="lineno"> 1716</span>  pConcatLayer-><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>(outputLayer-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l01717"></a><span class="lineno"> 1717</span> </div><div class="line"><a name="l01718"></a><span class="lineno"> 1718</span>  <span class="comment">// CpuAcc sub graph selector</span></div><div class="line"><a name="l01719"></a><span class="lineno"> 1719</span>  <a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#aaf71a63dbbc776f8961b0f4fdb9da021">SubgraphViewSelector::Subgraphs</a> subgraphs =</div><div class="line"><a name="l01720"></a><span class="lineno"> 1720</span>  SubgraphViewSelector::SelectSubgraphs(</div><div class="line"><a name="l01721"></a><span class="lineno"> 1721</span>  graph,</div><div class="line"><a name="l01722"></a><span class="lineno"> 1722</span>  <span class="comment">// select the CpuAcc layers only</span></div><div class="line"><a name="l01723"></a><span class="lineno"> 1723</span>  [](<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a> & l){</div><div class="line"><a name="l01724"></a><span class="lineno"> 1724</span>  <span class="keywordtype">bool</span> toSelect = (l.<a class="code" href="classarmnn_1_1_layer.xhtml#afdb1d37740e7a083b625d669588b6a0e">GetBackendId</a>() == Compute::CpuAcc);</div><div class="line"><a name="l01725"></a><span class="lineno"> 1725</span>  <span class="keywordflow">return</span> toSelect;</div><div class="line"><a name="l01726"></a><span class="lineno"> 1726</span>  });</div><div class="line"><a name="l01727"></a><span class="lineno"> 1727</span> </div><div class="line"><a name="l01728"></a><span class="lineno"> 1728</span>  CHECK(subgraphs.size() == 2);</div><div class="line"><a name="l01729"></a><span class="lineno"> 1729</span>  <span class="keywordflow">if</span>(subgraphs.size() == 2)</div><div class="line"><a name="l01730"></a><span class="lineno"> 1730</span>  {</div><div class="line"><a name="l01731"></a><span class="lineno"> 1731</span>  CHECK((subgraphs[0] != <span class="keyword">nullptr</span>));</div><div class="line"><a name="l01732"></a><span class="lineno"> 1732</span>  CHECK((subgraphs[1] != <span class="keyword">nullptr</span>));</div><div class="line"><a name="l01733"></a><span class="lineno"> 1733</span> </div><div class="line"><a name="l01734"></a><span class="lineno"> 1734</span>  <span class="keywordflow">if</span> (subgraphs[0].<span class="keyword">get</span>() != <span class="keyword">nullptr</span> && subgraphs[1].<span class="keyword">get</span>() != <span class="keyword">nullptr</span>)</div><div class="line"><a name="l01735"></a><span class="lineno"> 1735</span>  {</div><div class="line"><a name="l01736"></a><span class="lineno"> 1736</span>  <span class="comment">//Sort subgraphs by their inputSlot size.</span></div><div class="line"><a name="l01737"></a><span class="lineno"> 1737</span>  std::sort(subgraphs.begin(), subgraphs.end(),</div><div class="line"><a name="l01738"></a><span class="lineno"> 1738</span>  [](<a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#a4684a457c7786484375f06e9ab2d2265">SubgraphViewSelector::SubgraphViewPtr</a> & lhs, <a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#a4684a457c7786484375f06e9ab2d2265">SubgraphViewSelector::SubgraphViewPtr</a> & rhs)</div><div class="line"><a name="l01739"></a><span class="lineno"> 1739</span>  {</div><div class="line"><a name="l01740"></a><span class="lineno"> 1740</span>  <span class="keywordflow">return</span> (lhs->GetIInputSlots().size() < rhs->GetIInputSlots().size());</div><div class="line"><a name="l01741"></a><span class="lineno"> 1741</span>  }</div><div class="line"><a name="l01742"></a><span class="lineno"> 1742</span>  );</div><div class="line"><a name="l01743"></a><span class="lineno"> 1743</span> </div><div class="line"><a name="l01744"></a><span class="lineno"> 1744</span>  <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> numInputSlots1 = <a class="code" href="namespacearmnn.xhtml#a375ca3cff9f1b005d1412dc5f3cf5b6e">armnn::numeric_cast</a><<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span>>(subgraphs[0]->GetIInputSlots().size());</div><div class="line"><a name="l01745"></a><span class="lineno"> 1745</span>  <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> numOutputSlots1 = <a class="code" href="namespacearmnn.xhtml#a375ca3cff9f1b005d1412dc5f3cf5b6e">armnn::numeric_cast</a><<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span>>(subgraphs[0]->GetIOutputSlots().size());</div><div class="line"><a name="l01746"></a><span class="lineno"> 1746</span> </div><div class="line"><a name="l01747"></a><span class="lineno"> 1747</span>  <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> numInputSlots2 = <a class="code" href="namespacearmnn.xhtml#a375ca3cff9f1b005d1412dc5f3cf5b6e">armnn::numeric_cast</a><<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span>>(subgraphs[1]->GetIInputSlots().size());</div><div class="line"><a name="l01748"></a><span class="lineno"> 1748</span>  <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> numOutputSlots2 = <a class="code" href="namespacearmnn.xhtml#a375ca3cff9f1b005d1412dc5f3cf5b6e">armnn::numeric_cast</a><<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span>>(subgraphs[1]->GetIOutputSlots().size());</div><div class="line"><a name="l01749"></a><span class="lineno"> 1749</span> </div><div class="line"><a name="l01750"></a><span class="lineno"> 1750</span>  <span class="comment">// Save sub-graph connections for comparison after substitution</span></div><div class="line"><a name="l01751"></a><span class="lineno"> 1751</span>  <a class="code" href="classarmnn_1_1_i_output_slot.xhtml">IOutputSlot</a>* subgraph1InputConn = subgraphs[0]->GetIInputSlot(0)-><a class="code" href="classarmnn_1_1_i_output_slot.xhtml#a9fffb92dc6d2edd5258d574a5862fc83">GetConnection</a>();</div><div class="line"><a name="l01752"></a><span class="lineno"> 1752</span>  <a class="code" href="classarmnn_1_1_i_input_slot.xhtml">IInputSlot</a>* subgraph1OutputConn1 = subgraphs[0]->GetIOutputSlot(0)-><a class="code" href="classarmnn_1_1_i_input_slot.xhtml#a81fbf6103761e55061b62ba989b00f10">GetConnection</a>(0);</div><div class="line"><a name="l01753"></a><span class="lineno"> 1753</span>  <a class="code" href="classarmnn_1_1_i_input_slot.xhtml">IInputSlot</a>* subgraph1OutputConn2 = subgraphs[0]->GetIOutputSlot(1)-><a class="code" href="classarmnn_1_1_i_input_slot.xhtml#a81fbf6103761e55061b62ba989b00f10">GetConnection</a>(0);</div><div class="line"><a name="l01754"></a><span class="lineno"> 1754</span> </div><div class="line"><a name="l01755"></a><span class="lineno"> 1755</span>  <span class="comment">// Save sub-graph connections for comparison after substitution</span></div><div class="line"><a name="l01756"></a><span class="lineno"> 1756</span>  <a class="code" href="classarmnn_1_1_i_output_slot.xhtml">IOutputSlot</a>* subgraph2InputConn1 = subgraphs[1]->GetIInputSlot(0)-><a class="code" href="classarmnn_1_1_i_output_slot.xhtml#a9fffb92dc6d2edd5258d574a5862fc83">GetConnection</a>();</div><div class="line"><a name="l01757"></a><span class="lineno"> 1757</span>  <a class="code" href="classarmnn_1_1_i_output_slot.xhtml">IOutputSlot</a>* subgraph2InputConn2 = subgraphs[1]->GetIInputSlot(1)-><a class="code" href="classarmnn_1_1_i_output_slot.xhtml#a9fffb92dc6d2edd5258d574a5862fc83">GetConnection</a>();</div><div class="line"><a name="l01758"></a><span class="lineno"> 1758</span>  <a class="code" href="classarmnn_1_1_i_input_slot.xhtml">IInputSlot</a>* subgraph2OutputConn = subgraphs[1]->GetIOutputSlot(0)-><a class="code" href="classarmnn_1_1_i_input_slot.xhtml#a81fbf6103761e55061b62ba989b00f10">GetConnection</a>(0);</div><div class="line"><a name="l01759"></a><span class="lineno"> 1759</span> </div><div class="line"><a name="l01760"></a><span class="lineno"> 1760</span>  <a class="code" href="structarmnn_1_1_pre_compiled_descriptor.xhtml">PreCompiledDescriptor</a> preCompiledDescriptor1(numInputSlots1, numOutputSlots1);</div><div class="line"><a name="l01761"></a><span class="lineno"> 1761</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> preCompiledLayer1 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_pre_compiled_layer.xhtml">PreCompiledLayer</a>>(preCompiledDescriptor1, <span class="stringliteral">"pre-compiled1"</span>);</div><div class="line"><a name="l01762"></a><span class="lineno"> 1762</span> </div><div class="line"><a name="l01763"></a><span class="lineno"> 1763</span>  <a class="code" href="structarmnn_1_1_pre_compiled_descriptor.xhtml">PreCompiledDescriptor</a> preCompiledDescriptor2(numInputSlots2, numOutputSlots2);</div><div class="line"><a name="l01764"></a><span class="lineno"> 1764</span>  <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* <span class="keyword">const</span> preCompiledLayer2 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_pre_compiled_layer.xhtml">PreCompiledLayer</a>>(preCompiledDescriptor2, <span class="stringliteral">"pre-compiled2"</span>);</div><div class="line"><a name="l01765"></a><span class="lineno"> 1765</span> </div><div class="line"><a name="l01766"></a><span class="lineno"> 1766</span>  <span class="comment">// Substitute sub-graph with pre-compiled layer</span></div><div class="line"><a name="l01767"></a><span class="lineno"> 1767</span>  graph.<a class="code" href="classarmnn_1_1_graph.xhtml#aafbd4b469e47160017f409df8d077184">SubstituteSubgraph</a>(*subgraphs[0], preCompiledLayer1);</div><div class="line"><a name="l01768"></a><span class="lineno"> 1768</span>  graph.<a class="code" href="classarmnn_1_1_graph.xhtml#aafbd4b469e47160017f409df8d077184">SubstituteSubgraph</a>(*subgraphs[1], preCompiledLayer2);</div><div class="line"><a name="l01769"></a><span class="lineno"> 1769</span> </div><div class="line"><a name="l01770"></a><span class="lineno"> 1770</span>  <span class="comment">// Check that connections are correct after substitution</span></div><div class="line"><a name="l01771"></a><span class="lineno"> 1771</span>  CHECK_EQ(preCompiledLayer1-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0).<a class="code" href="classarmnn_1_1_input_slot.xhtml#a3153abb7c0c0a84629079b2fac7db54f">GetConnection</a>(), subgraph1InputConn);</div><div class="line"><a name="l01772"></a><span class="lineno"> 1772</span>  CHECK_EQ(preCompiledLayer1-><a class="code" href="classarmnn_1_1_layer.xhtml#a0e36688a43c35668d8db5257274c68fe">GetOutputSlot</a>(0).<a class="code" href="classarmnn_1_1_output_slot.xhtml#a048e8c1536cf6b8871b093a73a4a3a85">GetConnection</a>(0), subgraph1OutputConn1);</div><div class="line"><a name="l01773"></a><span class="lineno"> 1773</span>  CHECK_EQ(preCompiledLayer1-><a class="code" href="classarmnn_1_1_layer.xhtml#a0e36688a43c35668d8db5257274c68fe">GetOutputSlot</a>(1).<a class="code" href="classarmnn_1_1_output_slot.xhtml#a048e8c1536cf6b8871b093a73a4a3a85">GetConnection</a>(0), subgraph1OutputConn2);</div><div class="line"><a name="l01774"></a><span class="lineno"> 1774</span> </div><div class="line"><a name="l01775"></a><span class="lineno"> 1775</span>  CHECK_EQ(preCompiledLayer2-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0).<a class="code" href="classarmnn_1_1_input_slot.xhtml#a3153abb7c0c0a84629079b2fac7db54f">GetConnection</a>(), subgraph2InputConn1);</div><div class="line"><a name="l01776"></a><span class="lineno"> 1776</span>  CHECK_EQ(preCompiledLayer2-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(1).<a class="code" href="classarmnn_1_1_input_slot.xhtml#a3153abb7c0c0a84629079b2fac7db54f">GetConnection</a>(), subgraph2InputConn2);</div><div class="line"><a name="l01777"></a><span class="lineno"> 1777</span>  CHECK_EQ(preCompiledLayer2-><a class="code" href="classarmnn_1_1_layer.xhtml#a0e36688a43c35668d8db5257274c68fe">GetOutputSlot</a>(0).<a class="code" href="classarmnn_1_1_output_slot.xhtml#a048e8c1536cf6b8871b093a73a4a3a85">GetConnection</a>(0), subgraph2OutputConn);</div><div class="line"><a name="l01778"></a><span class="lineno"> 1778</span>  }</div><div class="line"><a name="l01779"></a><span class="lineno"> 1779</span>  }</div><div class="line"><a name="l01780"></a><span class="lineno"> 1780</span> }</div><div class="line"><a name="l01781"></a><span class="lineno"> 1781</span> </div><div class="line"><a name="l01782"></a><span class="lineno"> 1782</span> TEST_CASE(<span class="stringliteral">"SubgraphCycles"</span>)</div><div class="line"><a name="l01783"></a><span class="lineno"> 1783</span> {</div><div class="line"><a name="l01784"></a><span class="lineno"> 1784</span>  <span class="comment">// This case represent the scenario when a naive split could lead to a cyclic dependency between two subgraphs</span></div><div class="line"><a name="l01785"></a><span class="lineno"> 1785</span>  <span class="comment">//</span></div><div class="line"><a name="l01786"></a><span class="lineno"> 1786</span>  <span class="comment">// X0 -> M0 -> X1 -> M2 -> X2</span></div><div class="line"><a name="l01787"></a><span class="lineno"> 1787</span>  <span class="comment">// X0 -> M0 -> M1 -> M2 -> X2</span></div><div class="line"><a name="l01788"></a><span class="lineno"> 1788</span>  <span class="comment">//</span></div><div class="line"><a name="l01789"></a><span class="lineno"> 1789</span>  <span class="comment">/*</span></div><div class="line"><a name="l01790"></a><span class="lineno"> 1790</span> <span class="comment"> X0</span></div><div class="line"><a name="l01791"></a><span class="lineno"> 1791</span> <span class="comment"> |</span></div><div class="line"><a name="l01792"></a><span class="lineno"> 1792</span> <span class="comment"> |</span></div><div class="line"><a name="l01793"></a><span class="lineno"> 1793</span> <span class="comment"> M0</span></div><div class="line"><a name="l01794"></a><span class="lineno"> 1794</span> <span class="comment"> / |</span></div><div class="line"><a name="l01795"></a><span class="lineno"> 1795</span> <span class="comment"> / |</span></div><div class="line"><a name="l01796"></a><span class="lineno"> 1796</span> <span class="comment"> X1 M1</span></div><div class="line"><a name="l01797"></a><span class="lineno"> 1797</span> <span class="comment"> \ /</span></div><div class="line"><a name="l01798"></a><span class="lineno"> 1798</span> <span class="comment"> M2</span></div><div class="line"><a name="l01799"></a><span class="lineno"> 1799</span> <span class="comment"> |</span></div><div class="line"><a name="l01800"></a><span class="lineno"> 1800</span> <span class="comment"> X2</span></div><div class="line"><a name="l01801"></a><span class="lineno"> 1801</span> <span class="comment"> */</span></div><div class="line"><a name="l01802"></a><span class="lineno"> 1802</span>  <span class="comment">// The expected result for this is that M0,M1 will be part of one subgraph and M2 in another and the</span></div><div class="line"><a name="l01803"></a><span class="lineno"> 1803</span>  <span class="comment">// input and output slots in the subgraphs will be set accordingly.</span></div><div class="line"><a name="l01804"></a><span class="lineno"> 1804</span>  <span class="comment">//</span></div><div class="line"><a name="l01805"></a><span class="lineno"> 1805</span>  <a class="code" href="classarmnn_1_1_graph.xhtml">Graph</a> graph;</div><div class="line"><a name="l01806"></a><span class="lineno"> 1806</span> </div><div class="line"><a name="l01807"></a><span class="lineno"> 1807</span>  <a class="code" href="structarmnn_1_1_origins_descriptor.xhtml">OriginsDescriptor</a> originsDescriptor(2);</div><div class="line"><a name="l01808"></a><span class="lineno"> 1808</span>  <span class="keyword">auto</span> x0 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_input_layer.xhtml">InputLayer</a>>(0, <span class="stringliteral">"x0"</span>);</div><div class="line"><a name="l01809"></a><span class="lineno"> 1809</span>  <span class="keyword">auto</span> m0 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_activation_layer.xhtml">ActivationLayer</a>>(<a class="code" href="structarmnn_1_1_activation_descriptor.xhtml">ActivationDescriptor</a>{}, <span class="stringliteral">"m0"</span>);</div><div class="line"><a name="l01810"></a><span class="lineno"> 1810</span>  <span class="keyword">auto</span> x1 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_activation_layer.xhtml">ActivationLayer</a>>(<a class="code" href="structarmnn_1_1_activation_descriptor.xhtml">ActivationDescriptor</a>{}, <span class="stringliteral">"x1"</span>);</div><div class="line"><a name="l01811"></a><span class="lineno"> 1811</span>  <span class="keyword">auto</span> m1 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_activation_layer.xhtml">ActivationLayer</a>>(<a class="code" href="structarmnn_1_1_activation_descriptor.xhtml">ActivationDescriptor</a>{}, <span class="stringliteral">"m1"</span>);</div><div class="line"><a name="l01812"></a><span class="lineno"> 1812</span>  <span class="keyword">auto</span> m2 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_addition_layer.xhtml">AdditionLayer</a>>(<span class="stringliteral">"m2"</span>);</div><div class="line"><a name="l01813"></a><span class="lineno"> 1813</span>  <span class="keyword">auto</span> x2 = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_activation_layer.xhtml">ActivationLayer</a>>(<a class="code" href="structarmnn_1_1_activation_descriptor.xhtml">ActivationDescriptor</a>{}, <span class="stringliteral">"x2"</span>);</div><div class="line"><a name="l01814"></a><span class="lineno"> 1814</span> </div><div class="line"><a name="l01815"></a><span class="lineno"> 1815</span>  x0-><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>(m0-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l01816"></a><span class="lineno"> 1816</span>  m0-><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>(x1-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l01817"></a><span class="lineno"> 1817</span>  m0-><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>(m1-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l01818"></a><span class="lineno"> 1818</span>  x1-><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>(m2-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l01819"></a><span class="lineno"> 1819</span>  m1-><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>(m2-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(1));</div><div class="line"><a name="l01820"></a><span class="lineno"> 1820</span>  m2-><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>(x2-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l01821"></a><span class="lineno"> 1821</span> </div><div class="line"><a name="l01822"></a><span class="lineno"> 1822</span>  <span class="comment">// All selected 'M*' layers will be have 'm' in the name</span></div><div class="line"><a name="l01823"></a><span class="lineno"> 1823</span>  <a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#aaf71a63dbbc776f8961b0f4fdb9da021">SubgraphViewSelector::Subgraphs</a> subgraphs =</div><div class="line"><a name="l01824"></a><span class="lineno"> 1824</span>  SubgraphViewSelector::SelectSubgraphs(</div><div class="line"><a name="l01825"></a><span class="lineno"> 1825</span>  graph,</div><div class="line"><a name="l01826"></a><span class="lineno"> 1826</span>  <span class="comment">// select the middle layers only</span></div><div class="line"><a name="l01827"></a><span class="lineno"> 1827</span>  [](<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a> & l)</div><div class="line"><a name="l01828"></a><span class="lineno"> 1828</span>  {</div><div class="line"><a name="l01829"></a><span class="lineno"> 1829</span>  <span class="keywordtype">bool</span> toSelect = (l.<a class="code" href="classarmnn_1_1_layer.xhtml#a9a97cb6d32661a57fc33bd29b8e41ff4">GetNameStr</a>().find(<span class="charliteral">'m'</span>) != std::string::npos);</div><div class="line"><a name="l01830"></a><span class="lineno"> 1830</span>  <span class="keywordflow">return</span> toSelect;</div><div class="line"><a name="l01831"></a><span class="lineno"> 1831</span>  });</div><div class="line"><a name="l01832"></a><span class="lineno"> 1832</span> </div><div class="line"><a name="l01833"></a><span class="lineno"> 1833</span>  <span class="comment">// expected results to test against</span></div><div class="line"><a name="l01834"></a><span class="lineno"> 1834</span>  <span class="keyword">auto</span> inputSubgraph = <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>(<a class="code" href="_common_test_utils_8cpp.xhtml#a9892eac8f1b8ed9cea0baf643fb6d951">CreateInputsFrom</a>({m0}),</div><div class="line"><a name="l01835"></a><span class="lineno"> 1835</span>  <a class="code" href="_common_test_utils_8cpp.xhtml#ae405c72b6d52a1bf4b3471032e76e3f0">CreateOutputsFrom</a>({m0, m1}),</div><div class="line"><a name="l01836"></a><span class="lineno"> 1836</span>  {m0, m1});</div><div class="line"><a name="l01837"></a><span class="lineno"> 1837</span> </div><div class="line"><a name="l01838"></a><span class="lineno"> 1838</span>  <span class="keyword">auto</span> outputSubgraph = <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>(<a class="code" href="_common_test_utils_8cpp.xhtml#a9892eac8f1b8ed9cea0baf643fb6d951">CreateInputsFrom</a>({m2}),</div><div class="line"><a name="l01839"></a><span class="lineno"> 1839</span>  <a class="code" href="_common_test_utils_8cpp.xhtml#ae405c72b6d52a1bf4b3471032e76e3f0">CreateOutputsFrom</a>({m2}),</div><div class="line"><a name="l01840"></a><span class="lineno"> 1840</span>  {m2});</div><div class="line"><a name="l01841"></a><span class="lineno"> 1841</span> </div><div class="line"><a name="l01842"></a><span class="lineno"> 1842</span>  CHECK(subgraphs.size() == 2);</div><div class="line"><a name="l01843"></a><span class="lineno"> 1843</span>  <span class="keywordflow">if</span> (subgraphs.size() == 2)</div><div class="line"><a name="l01844"></a><span class="lineno"> 1844</span>  {</div><div class="line"><a name="l01845"></a><span class="lineno"> 1845</span>  <span class="comment">// we need to have valid subgraph pointers here</span></div><div class="line"><a name="l01846"></a><span class="lineno"> 1846</span>  CHECK((subgraphs[0] != <span class="keyword">nullptr</span>));</div><div class="line"><a name="l01847"></a><span class="lineno"> 1847</span>  CHECK((subgraphs[1] != <span class="keyword">nullptr</span>));</div><div class="line"><a name="l01848"></a><span class="lineno"> 1848</span> </div><div class="line"><a name="l01849"></a><span class="lineno"> 1849</span>  <span class="keywordflow">if</span> (subgraphs[0].<span class="keyword">get</span>() != <span class="keyword">nullptr</span> && subgraphs[1].<span class="keyword">get</span>() != <span class="keyword">nullptr</span>)</div><div class="line"><a name="l01850"></a><span class="lineno"> 1850</span>  {</div><div class="line"><a name="l01851"></a><span class="lineno"> 1851</span>  <span class="comment">// sort the subgraphs by layer size, so it is simpler to test</span></div><div class="line"><a name="l01852"></a><span class="lineno"> 1852</span>  std::sort(subgraphs.begin(), subgraphs.end(),</div><div class="line"><a name="l01853"></a><span class="lineno"> 1853</span>  [](<a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#a4684a457c7786484375f06e9ab2d2265">SubgraphViewSelector::SubgraphViewPtr</a> & lhs, <a class="code" href="classarmnn_1_1_subgraph_view_selector.xhtml#a4684a457c7786484375f06e9ab2d2265">SubgraphViewSelector::SubgraphViewPtr</a> & rhs)</div><div class="line"><a name="l01854"></a><span class="lineno"> 1854</span>  {</div><div class="line"><a name="l01855"></a><span class="lineno"> 1855</span>  <span class="keywordflow">return</span> (lhs->GetIConnectableLayers().size() < rhs->GetIConnectableLayers().size());</div><div class="line"><a name="l01856"></a><span class="lineno"> 1856</span>  }</div><div class="line"><a name="l01857"></a><span class="lineno"> 1857</span>  );</div><div class="line"><a name="l01858"></a><span class="lineno"> 1858</span> </div><div class="line"><a name="l01859"></a><span class="lineno"> 1859</span>  <span class="comment">// one subgraph needs to be size=1 and the other one is 4</span></div><div class="line"><a name="l01860"></a><span class="lineno"> 1860</span>  CHECK(subgraphs[0]->GetIConnectableLayers().size() == 1);</div><div class="line"><a name="l01861"></a><span class="lineno"> 1861</span>  CHECK(subgraphs[1]->GetIConnectableLayers().size() == 2);</div><div class="line"><a name="l01862"></a><span class="lineno"> 1862</span> </div><div class="line"><a name="l01863"></a><span class="lineno"> 1863</span>  CompareSubgraphViews(subgraphs[0], outputSubgraph);</div><div class="line"><a name="l01864"></a><span class="lineno"> 1864</span>  CompareSubgraphViews(subgraphs[1], inputSubgraph);</div><div class="line"><a name="l01865"></a><span class="lineno"> 1865</span>  }</div><div class="line"><a name="l01866"></a><span class="lineno"> 1866</span>  }</div><div class="line"><a name="l01867"></a><span class="lineno"> 1867</span> }</div><div class="line"><a name="l01868"></a><span class="lineno"> 1868</span> </div><div class="line"><a name="l01869"></a><span class="lineno"> 1869</span> TEST_CASE(<span class="stringliteral">"SubgraphOrder"</span>)</div><div class="line"><a name="l01870"></a><span class="lineno"> 1870</span> {</div><div class="line"><a name="l01871"></a><span class="lineno"> 1871</span>  <a class="code" href="classarmnn_1_1_graph.xhtml">Graph</a> graph;</div><div class="line"><a name="l01872"></a><span class="lineno"> 1872</span> </div><div class="line"><a name="l01873"></a><span class="lineno"> 1873</span>  <span class="keyword">auto</span> input = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_input_layer.xhtml">InputLayer</a>>(0, <span class="stringliteral">"Input"</span>);</div><div class="line"><a name="l01874"></a><span class="lineno"> 1874</span>  <span class="keyword">auto</span> activation = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_activation_layer.xhtml">ActivationLayer</a>>(<a class="code" href="structarmnn_1_1_activation_descriptor.xhtml">ActivationDescriptor</a>{}, <span class="stringliteral">"Activation"</span>);</div><div class="line"><a name="l01875"></a><span class="lineno"> 1875</span>  <span class="keyword">auto</span> output = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_output_layer.xhtml">OutputLayer</a>>(1, <span class="stringliteral">"Output"</span>);</div><div class="line"><a name="l01876"></a><span class="lineno"> 1876</span> </div><div class="line"><a name="l01877"></a><span class="lineno"> 1877</span>  input-><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>(activation-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l01878"></a><span class="lineno"> 1878</span>  activation-><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>(output-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l01879"></a><span class="lineno"> 1879</span> </div><div class="line"><a name="l01880"></a><span class="lineno"> 1880</span>  <span class="comment">//Add in out of order</span></div><div class="line"><a name="l01881"></a><span class="lineno"> 1881</span>  <span class="keyword">auto</span> view = <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>({},</div><div class="line"><a name="l01882"></a><span class="lineno"> 1882</span>  {},</div><div class="line"><a name="l01883"></a><span class="lineno"> 1883</span>  {output, input, activation});</div><div class="line"><a name="l01884"></a><span class="lineno"> 1884</span> </div><div class="line"><a name="l01885"></a><span class="lineno"> 1885</span>  <span class="comment">// Check the layers are sorted topologically in the view</span></div><div class="line"><a name="l01886"></a><span class="lineno"> 1886</span>  <span class="keywordtype">int</span> idx=0;</div><div class="line"><a name="l01887"></a><span class="lineno"> 1887</span>  <a class="code" href="namespacearmnn.xhtml#a56943a0946e5f15e5e58054b8e7a04a4">LayerType</a> expectedSorted[] = {LayerType::Input, <a class="code" href="namespacearmnn.xhtml#a7636fbbc4f8ea2d0cf9f3ac2d12a4c62">LayerType::Activation</a>, LayerType::Output};</div><div class="line"><a name="l01888"></a><span class="lineno"> 1888</span>  view->ForEachLayer([&idx, &expectedSorted](<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_layer.xhtml">Layer</a>* l)</div><div class="line"><a name="l01889"></a><span class="lineno"> 1889</span>  {</div><div class="line"><a name="l01890"></a><span class="lineno"> 1890</span>  CHECK((expectedSorted[idx] == l-><a class="code" href="classarmnn_1_1_layer.xhtml#ad8e15c530c929ab823d89ae9fd2d3f11">GetType</a>()));</div><div class="line"><a name="l01891"></a><span class="lineno"> 1891</span>  idx++;</div><div class="line"><a name="l01892"></a><span class="lineno"> 1892</span>  }</div><div class="line"><a name="l01893"></a><span class="lineno"> 1893</span>  );</div><div class="line"><a name="l01894"></a><span class="lineno"> 1894</span> }</div><div class="line"><a name="l01895"></a><span class="lineno"> 1895</span> </div><div class="line"><a name="l01896"></a><span class="lineno"> 1896</span> TEST_CASE(<span class="stringliteral">"SubgraphViewWorkingCopy"</span>)</div><div class="line"><a name="l01897"></a><span class="lineno"> 1897</span> {</div><div class="line"><a name="l01898"></a><span class="lineno"> 1898</span>  <a class="code" href="classarmnn_1_1_graph.xhtml">Graph</a> graph;</div><div class="line"><a name="l01899"></a><span class="lineno"> 1899</span> </div><div class="line"><a name="l01900"></a><span class="lineno"> 1900</span>  <span class="keyword">auto</span> input = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_input_layer.xhtml">InputLayer</a>>(0, <span class="stringliteral">"Input"</span>);</div><div class="line"><a name="l01901"></a><span class="lineno"> 1901</span>  <span class="keyword">auto</span> activation = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_activation_layer.xhtml">ActivationLayer</a>>(<a class="code" href="structarmnn_1_1_activation_descriptor.xhtml">ActivationDescriptor</a>{}, <span class="stringliteral">"Activation"</span>);</div><div class="line"><a name="l01902"></a><span class="lineno"> 1902</span>  <span class="keyword">auto</span> output = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_output_layer.xhtml">OutputLayer</a>>(1, <span class="stringliteral">"Output"</span>);</div><div class="line"><a name="l01903"></a><span class="lineno"> 1903</span> </div><div class="line"><a name="l01904"></a><span class="lineno"> 1904</span>  input-><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>(activation-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l01905"></a><span class="lineno"> 1905</span>  activation-><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>(output-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l01906"></a><span class="lineno"> 1906</span> </div><div class="line"><a name="l01907"></a><span class="lineno"> 1907</span>  <span class="comment">//Add in out of order</span></div><div class="line"><a name="l01908"></a><span class="lineno"> 1908</span>  <span class="keyword">auto</span> view = <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>({output, input, activation},</div><div class="line"><a name="l01909"></a><span class="lineno"> 1909</span>  {},</div><div class="line"><a name="l01910"></a><span class="lineno"> 1910</span>  {});</div><div class="line"><a name="l01911"></a><span class="lineno"> 1911</span> </div><div class="line"><a name="l01912"></a><span class="lineno"> 1912</span>  <a class="code" href="classarmnn_1_1_subgraph_view.xhtml">SubgraphView</a> workingCopy = view-><a class="code" href="classarmnn_1_1_subgraph_view.xhtml#acb857f550caed75701ee92cbd9a2898c">GetWorkingCopy</a>();</div><div class="line"><a name="l01913"></a><span class="lineno"> 1913</span> </div><div class="line"><a name="l01914"></a><span class="lineno"> 1914</span>  <span class="comment">// Check the layers are sorted topologically in the view</span></div><div class="line"><a name="l01915"></a><span class="lineno"> 1915</span>  <span class="keywordtype">int</span> idx=0;</div><div class="line"><a name="l01916"></a><span class="lineno"> 1916</span>  <a class="code" href="namespacearmnn.xhtml#a56943a0946e5f15e5e58054b8e7a04a4">LayerType</a> expectedSorted[] = {LayerType::Input, <a class="code" href="namespacearmnn.xhtml#a7636fbbc4f8ea2d0cf9f3ac2d12a4c62">LayerType::Activation</a>, LayerType::Output};</div><div class="line"><a name="l01917"></a><span class="lineno"> 1917</span>  workingCopy.ForEachIConnectableLayer([&idx, &expectedSorted](<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml">IConnectableLayer</a>* l)</div><div class="line"><a name="l01918"></a><span class="lineno"> 1918</span>  {</div><div class="line"><a name="l01919"></a><span class="lineno"> 1919</span>  CHECK((expectedSorted[idx] == l-><a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml#adceb04ae84c524e4d01881e3754a4d59">GetType</a>()));</div><div class="line"><a name="l01920"></a><span class="lineno"> 1920</span>  idx++;</div><div class="line"><a name="l01921"></a><span class="lineno"> 1921</span>  }</div><div class="line"><a name="l01922"></a><span class="lineno"> 1922</span>  );</div><div class="line"><a name="l01923"></a><span class="lineno"> 1923</span> }</div><div class="line"><a name="l01924"></a><span class="lineno"> 1924</span> </div><div class="line"><a name="l01925"></a><span class="lineno"> 1925</span> <span class="keywordtype">bool</span> ReplaceConstantMultiplicationWithDepthwise(<a class="code" href="classarmnn_1_1_subgraph_view.xhtml">SubgraphView</a>& subgraph,</div><div class="line"><a name="l01926"></a><span class="lineno"> 1926</span>  <a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml">IConnectableLayer</a>* layer)</div><div class="line"><a name="l01927"></a><span class="lineno"> 1927</span> {</div><div class="line"><a name="l01928"></a><span class="lineno"> 1928</span>  <span class="keywordflow">if</span> (layer-><a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml#adceb04ae84c524e4d01881e3754a4d59">GetType</a>() == LayerType::Multiplication)</div><div class="line"><a name="l01929"></a><span class="lineno"> 1929</span>  {</div><div class="line"><a name="l01930"></a><span class="lineno"> 1930</span>  <a class="code" href="classarmnn_1_1_i_input_slot.xhtml">IInputSlot</a>* patternSubgraphInput = &layer-><a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml#a6ec9e0eb66d7d6a01240492a0b18104c">GetInputSlot</a>(0);</div><div class="line"><a name="l01931"></a><span class="lineno"> 1931</span> </div><div class="line"><a name="l01932"></a><span class="lineno"> 1932</span>  <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml">IConnectableLayer</a>* inputLayer = &patternSubgraphInput-><a class="code" href="classarmnn_1_1_i_input_slot.xhtml#a81fbf6103761e55061b62ba989b00f10">GetConnection</a>()-><a class="code" href="classarmnn_1_1_i_output_slot.xhtml#a22b3f11f56aa924c0c1b6ee4d6cc90e1">GetOwningIConnectableLayer</a>();</div><div class="line"><a name="l01933"></a><span class="lineno"> 1933</span>  <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml">IConnectableLayer</a>* constantLayer = &layer-><a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml#a6ec9e0eb66d7d6a01240492a0b18104c">GetInputSlot</a>(1).<a class="code" href="classarmnn_1_1_i_input_slot.xhtml#a81fbf6103761e55061b62ba989b00f10">GetConnection</a>()-><a class="code" href="classarmnn_1_1_i_output_slot.xhtml#a22b3f11f56aa924c0c1b6ee4d6cc90e1">GetOwningIConnectableLayer</a>();</div><div class="line"><a name="l01934"></a><span class="lineno"> 1934</span> </div><div class="line"><a name="l01935"></a><span class="lineno"> 1935</span>  <span class="comment">// Figure out which of the two inputs is the constant</span></div><div class="line"><a name="l01936"></a><span class="lineno"> 1936</span>  <span class="keywordflow">if</span> (constantLayer-><a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml#adceb04ae84c524e4d01881e3754a4d59">GetType</a>() != LayerType::Constant)</div><div class="line"><a name="l01937"></a><span class="lineno"> 1937</span>  {</div><div class="line"><a name="l01938"></a><span class="lineno"> 1938</span>  patternSubgraphInput = &layer-><a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml#a6ec9e0eb66d7d6a01240492a0b18104c">GetInputSlot</a>(1);</div><div class="line"><a name="l01939"></a><span class="lineno"> 1939</span>  <a class="code" href="namespacearmnn.xhtml#a14d7f180bf51e86850305965c3707e07">std::swap</a>(inputLayer, constantLayer);</div><div class="line"><a name="l01940"></a><span class="lineno"> 1940</span>  }</div><div class="line"><a name="l01941"></a><span class="lineno"> 1941</span> </div><div class="line"><a name="l01942"></a><span class="lineno"> 1942</span>  <span class="keywordflow">if</span> (constantLayer-><a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml#adceb04ae84c524e4d01881e3754a4d59">GetType</a>() == LayerType::Constant)</div><div class="line"><a name="l01943"></a><span class="lineno"> 1943</span>  {</div><div class="line"><a name="l01944"></a><span class="lineno"> 1944</span>  <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_tensor_info.xhtml">TensorInfo</a>& inputInfo = inputLayer-><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#a9943775a364fc4ab53b85ac88f311886">GetTensorInfo</a>();</div><div class="line"><a name="l01945"></a><span class="lineno"> 1945</span>  <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_tensor_info.xhtml">TensorInfo</a>& constInfo = constantLayer-><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#a9943775a364fc4ab53b85ac88f311886">GetTensorInfo</a>();</div><div class="line"><a name="l01946"></a><span class="lineno"> 1946</span> </div><div class="line"><a name="l01947"></a><span class="lineno"> 1947</span>  <span class="comment">// Add a Depthwise only where the constant input is a scalar that takes the form { 1, 1, 1, C }.</span></div><div class="line"><a name="l01948"></a><span class="lineno"> 1948</span>  <span class="comment">// The scalar is used as weights for the convolution.</span></div><div class="line"><a name="l01949"></a><span class="lineno"> 1949</span>  <span class="keywordflow">if</span> (constInfo.<a class="code" href="classarmnn_1_1_tensor_info.xhtml#a8b5d0f8a24e9d9238f412260a552acf8">GetShape</a>() == <a class="code" href="classarmnn_1_1_tensor_shape.xhtml">TensorShape</a>({ 1, 1, 1, inputInfo.<a class="code" href="classarmnn_1_1_tensor_info.xhtml#a8b5d0f8a24e9d9238f412260a552acf8">GetShape</a>()[3] }))</div><div class="line"><a name="l01950"></a><span class="lineno"> 1950</span>  {</div><div class="line"><a name="l01951"></a><span class="lineno"> 1951</span>  <span class="keyword">auto</span> replacementGraph = INetwork::Create();</div><div class="line"><a name="l01952"></a><span class="lineno"> 1952</span> </div><div class="line"><a name="l01953"></a><span class="lineno"> 1953</span>  <a class="code" href="structarmnn_1_1_depthwise_convolution2d_descriptor.xhtml">DepthwiseConvolution2dDescriptor</a> desc;</div><div class="line"><a name="l01954"></a><span class="lineno"> 1954</span>  desc.<a class="code" href="structarmnn_1_1_depthwise_convolution2d_descriptor.xhtml#a6089e1ca91914015777ea780a513131a">m_DataLayout</a> = DataLayout::NHWC;</div><div class="line"><a name="l01955"></a><span class="lineno"> 1955</span> </div><div class="line"><a name="l01956"></a><span class="lineno"> 1956</span>  <a class="code" href="classarmnn_1_1_tensor_info.xhtml">TensorInfo</a> weightInfo = constInfo;</div><div class="line"><a name="l01957"></a><span class="lineno"> 1957</span>  <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_tensor_info.xhtml">TensorInfo</a>& outputInfo = layer-><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#a9943775a364fc4ab53b85ac88f311886">GetTensorInfo</a>();</div><div class="line"><a name="l01958"></a><span class="lineno"> 1958</span>  <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> M = outputInfo.<a class="code" href="classarmnn_1_1_tensor_info.xhtml#a8b5d0f8a24e9d9238f412260a552acf8">GetShape</a>()[3] / inputInfo.<a class="code" href="classarmnn_1_1_tensor_info.xhtml#a8b5d0f8a24e9d9238f412260a552acf8">GetShape</a>()[3];</div><div class="line"><a name="l01959"></a><span class="lineno"> 1959</span>  <a class="code" href="_assert_8hpp.xhtml#a91c4dfde57907d7698c7531785690a7f">ARMNN_ASSERT_MSG</a>(M == 1, <span class="stringliteral">"Constant multiplication only support 1x1x1xC, so M should always be 1 here"</span>);</div><div class="line"><a name="l01960"></a><span class="lineno"> 1960</span>  weightInfo.<a class="code" href="classarmnn_1_1_tensor_info.xhtml#abe8889e8150beef5fd204b2d87b49298">SetShape</a>({ 1, 1, 1, constInfo.<a class="code" href="classarmnn_1_1_tensor_info.xhtml#a8b5d0f8a24e9d9238f412260a552acf8">GetShape</a>()[3] * M }); <span class="comment">//1HW(I*M)</span></div><div class="line"><a name="l01961"></a><span class="lineno"> 1961</span> </div><div class="line"><a name="l01962"></a><span class="lineno"> 1962</span>  <span class="keyword">const</span> <span class="keywordtype">void</span>* weightData = PolymorphicPointerDowncast<const ConstantLayer>(constantLayer)</div><div class="line"><a name="l01963"></a><span class="lineno"> 1963</span>  ->m_LayerOutput->GetConstTensor<<span class="keywordtype">void</span>>();</div><div class="line"><a name="l01964"></a><span class="lineno"> 1964</span>  <a class="code" href="classarmnn_1_1_tensor_info.xhtml">TensorInfo</a> weightsInfo = constInfo;</div><div class="line"><a name="l01965"></a><span class="lineno"> 1965</span>  <a class="code" href="classarmnn_1_1_const_tensor.xhtml">ConstTensor</a> weights(weightsInfo, weightData);</div><div class="line"><a name="l01966"></a><span class="lineno"> 1966</span> </div><div class="line"><a name="l01967"></a><span class="lineno"> 1967</span>  <span class="keyword">const</span> <span class="keyword">auto</span> depthwiseLayer = replacementGraph->AddDepthwiseConvolution2dLayer(</div><div class="line"><a name="l01968"></a><span class="lineno"> 1968</span>  desc, weights, <a class="code" href="structarmnn_1_1_empty_optional.xhtml">armnn::EmptyOptional</a>(), <span class="stringliteral">"Replacement for Constant-Multiplication"</span>);</div><div class="line"><a name="l01969"></a><span class="lineno"> 1969</span> </div><div class="line"><a name="l01970"></a><span class="lineno"> 1970</span>  <span class="keyword">auto</span>& outslot = layer-><a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml#a80ac4eda2e7f2757ec9dd96fc96dbd16">GetOutputSlot</a>(0);</div><div class="line"><a name="l01971"></a><span class="lineno"> 1971</span>  <a class="code" href="classarmnn_1_1_subgraph_view.xhtml#a3f717693851810942d3ae0180a97fb4c">SubgraphView::IOutputSlots</a> outputs{ &outslot };</div><div class="line"><a name="l01972"></a><span class="lineno"> 1972</span>  <a class="code" href="classarmnn_1_1_subgraph_view.xhtml#ad7c7687cd3542e5cbb45e56f9a9456e7">SubgraphView::IConnectableLayers</a> layers;</div><div class="line"><a name="l01973"></a><span class="lineno"> 1973</span>  layers.push_back(layer);</div><div class="line"><a name="l01974"></a><span class="lineno"> 1974</span>  layers.push_back(const_cast<IConnectableLayer*>(constantLayer));</div><div class="line"><a name="l01975"></a><span class="lineno"> 1975</span> </div><div class="line"><a name="l01976"></a><span class="lineno"> 1976</span>  <a class="code" href="classarmnn_1_1_subgraph_view.xhtml">SubgraphView</a> patternSubgraph(std::move(layers), {patternSubgraphInput}, {&layer-><a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml#a80ac4eda2e7f2757ec9dd96fc96dbd16">GetOutputSlot</a>(0)});</div><div class="line"><a name="l01977"></a><span class="lineno"> 1977</span> </div><div class="line"><a name="l01978"></a><span class="lineno"> 1978</span>  subgraph.<a class="code" href="classarmnn_1_1_subgraph_view.xhtml#ae9da449c038607237135b6b543890a15">SubstituteSubgraph</a>(patternSubgraph, depthwiseLayer );</div><div class="line"><a name="l01979"></a><span class="lineno"> 1979</span> </div><div class="line"><a name="l01980"></a><span class="lineno"> 1980</span>  <span class="keywordflow">return</span> <span class="keyword">true</span>;</div><div class="line"><a name="l01981"></a><span class="lineno"> 1981</span>  }</div><div class="line"><a name="l01982"></a><span class="lineno"> 1982</span>  }</div><div class="line"><a name="l01983"></a><span class="lineno"> 1983</span>  }</div><div class="line"><a name="l01984"></a><span class="lineno"> 1984</span>  <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l01985"></a><span class="lineno"> 1985</span> }</div><div class="line"><a name="l01986"></a><span class="lineno"> 1986</span> </div><div class="line"><a name="l01987"></a><span class="lineno"> 1987</span> <span class="keywordtype">bool</span> ReplaceTestMultiplication(<a class="code" href="classarmnn_1_1_subgraph_view.xhtml">SubgraphView</a>& subgraph,</div><div class="line"><a name="l01988"></a><span class="lineno"> 1988</span>  <a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml">IConnectableLayer</a>* layer)</div><div class="line"><a name="l01989"></a><span class="lineno"> 1989</span> {</div><div class="line"><a name="l01990"></a><span class="lineno"> 1990</span>  <span class="keywordflow">if</span> (layer-><a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml#adceb04ae84c524e4d01881e3754a4d59">GetType</a>() == LayerType::Multiplication)</div><div class="line"><a name="l01991"></a><span class="lineno"> 1991</span>  {</div><div class="line"><a name="l01992"></a><span class="lineno"> 1992</span> </div><div class="line"><a name="l01993"></a><span class="lineno"> 1993</span>  <span class="keywordflow">switch</span> (layer-><a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml#adceb04ae84c524e4d01881e3754a4d59">GetType</a>())</div><div class="line"><a name="l01994"></a><span class="lineno"> 1994</span>  {</div><div class="line"><a name="l01995"></a><span class="lineno"> 1995</span>  <span class="keywordflow">case</span> LayerType::Multiplication:</div><div class="line"><a name="l01996"></a><span class="lineno"> 1996</span>  <span class="keywordflow">return</span> ReplaceConstantMultiplicationWithDepthwise(subgraph, layer);</div><div class="line"><a name="l01997"></a><span class="lineno"> 1997</span>  <span class="keywordflow">break</span>;</div><div class="line"><a name="l01998"></a><span class="lineno"> 1998</span>  <span class="keywordflow">default</span>:</div><div class="line"><a name="l01999"></a><span class="lineno"> 1999</span>  <span class="keywordflow">throw</span> <a class="code" href="classarmnn_1_1_exception.xhtml">Exception</a>(<span class="stringliteral">"Found unknown MultiplicationSupportedMode value"</span>);</div><div class="line"><a name="l02000"></a><span class="lineno"> 2000</span>  <span class="keywordflow">break</span>;</div><div class="line"><a name="l02001"></a><span class="lineno"> 2001</span>  }</div><div class="line"><a name="l02002"></a><span class="lineno"> 2002</span>  }</div><div class="line"><a name="l02003"></a><span class="lineno"> 2003</span>  <span class="keywordflow">return</span> <span class="keyword">false</span>;</div><div class="line"><a name="l02004"></a><span class="lineno"> 2004</span> }</div><div class="line"><a name="l02005"></a><span class="lineno"> 2005</span> </div><div class="line"><a name="l02006"></a><span class="lineno"> 2006</span> <span class="keywordtype">void</span> ReplaceUnsupportedLayers(<a class="code" href="classarmnn_1_1_subgraph_view.xhtml">SubgraphView</a>& subgraph)</div><div class="line"><a name="l02007"></a><span class="lineno"> 2007</span> {</div><div class="line"><a name="l02008"></a><span class="lineno"> 2008</span>  <span class="keyword">using</span> ReplacementFunc = bool (*)(<a class="code" href="classarmnn_1_1_subgraph_view.xhtml">SubgraphView</a>&, <a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml">IConnectableLayer</a>*);</div><div class="line"><a name="l02009"></a><span class="lineno"> 2009</span>  <span class="keyword">const</span> ReplacementFunc replacementFuncs[] = {</div><div class="line"><a name="l02010"></a><span class="lineno"> 2010</span>  &ReplaceTestMultiplication,</div><div class="line"><a name="l02011"></a><span class="lineno"> 2011</span>  };</div><div class="line"><a name="l02012"></a><span class="lineno"> 2012</span> </div><div class="line"><a name="l02013"></a><span class="lineno"> 2013</span>  subgraph.<a class="code" href="classarmnn_1_1_subgraph_view.xhtml#ad6521013ad981519904822f2ada2c4ec">ForEachLayer</a>([replacementFuncs, &subgraph](<a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml">IConnectableLayer</a>* layer)</div><div class="line"><a name="l02014"></a><span class="lineno"> 2014</span>  {</div><div class="line"><a name="l02015"></a><span class="lineno"> 2015</span>  <span class="keyword">auto</span> madeChange = <span class="keyword">false</span>;</div><div class="line"><a name="l02016"></a><span class="lineno"> 2016</span>  <span class="keywordflow">for</span> (<span class="keyword">const</span> ReplacementFunc f : replacementFuncs)</div><div class="line"><a name="l02017"></a><span class="lineno"> 2017</span>  {</div><div class="line"><a name="l02018"></a><span class="lineno"> 2018</span>  madeChange = f(subgraph, layer);</div><div class="line"><a name="l02019"></a><span class="lineno"> 2019</span>  <span class="keywordflow">if</span> (madeChange)</div><div class="line"><a name="l02020"></a><span class="lineno"> 2020</span>  {</div><div class="line"><a name="l02021"></a><span class="lineno"> 2021</span>  <span class="keywordflow">goto</span> nextIteration;</div><div class="line"><a name="l02022"></a><span class="lineno"> 2022</span>  }</div><div class="line"><a name="l02023"></a><span class="lineno"> 2023</span>  }</div><div class="line"><a name="l02024"></a><span class="lineno"> 2024</span>  nextIteration:;</div><div class="line"><a name="l02025"></a><span class="lineno"> 2025</span>  }</div><div class="line"><a name="l02026"></a><span class="lineno"> 2026</span>  );</div><div class="line"><a name="l02027"></a><span class="lineno"> 2027</span> }</div><div class="line"><a name="l02028"></a><span class="lineno"> 2028</span> </div><div class="line"><a name="l02029"></a><span class="lineno"> 2029</span> TEST_CASE(<span class="stringliteral">"SubgraphViewWorkingCopyReplacementFunc"</span>)</div><div class="line"><a name="l02030"></a><span class="lineno"> 2030</span> {</div><div class="line"><a name="l02031"></a><span class="lineno"> 2031</span>  <a class="code" href="classarmnn_1_1_graph.xhtml">Graph</a> graph;</div><div class="line"><a name="l02032"></a><span class="lineno"> 2032</span> </div><div class="line"><a name="l02033"></a><span class="lineno"> 2033</span>  <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_tensor_info.xhtml">TensorInfo</a> inputInfo({ 1, 8, 8, 16 }, DataType::QAsymmU8, 1.0f, 0);</div><div class="line"><a name="l02034"></a><span class="lineno"> 2034</span>  <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_tensor_info.xhtml">TensorInfo</a> constInfo({ 1, 1, 1, 16 }, DataType::QAsymmU8, 0.9f, 0, <span class="keyword">true</span>);</div><div class="line"><a name="l02035"></a><span class="lineno"> 2035</span>  <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_tensor_info.xhtml">TensorInfo</a> outputInfo({ 1, 8, 8, 16 }, DataType::QAsymmU8, 1.0f, 0);</div><div class="line"><a name="l02036"></a><span class="lineno"> 2036</span> </div><div class="line"><a name="l02037"></a><span class="lineno"> 2037</span>  std::vector<uint8_t> constData(constInfo.<a class="code" href="classarmnn_1_1_tensor_info.xhtml#a8846406ac37fbd2204f0be16ee05d5b7">GetNumElements</a>(), 0);</div><div class="line"><a name="l02038"></a><span class="lineno"> 2038</span>  std::iota(constData.begin(), constData.end(), 0);</div><div class="line"><a name="l02039"></a><span class="lineno"> 2039</span>  <a class="code" href="classarmnn_1_1_const_tensor.xhtml">ConstTensor</a> constTensor(constInfo, constData);</div><div class="line"><a name="l02040"></a><span class="lineno"> 2040</span> </div><div class="line"><a name="l02041"></a><span class="lineno"> 2041</span>  <span class="comment">// Add the original pattern</span></div><div class="line"><a name="l02042"></a><span class="lineno"> 2042</span>  <a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml">IConnectableLayer</a>* input = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_input_layer.xhtml">InputLayer</a>>(0, <span class="stringliteral">"input"</span>);</div><div class="line"><a name="l02043"></a><span class="lineno"> 2043</span>  <span class="keyword">auto</span> constant = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_constant_layer.xhtml">ConstantLayer</a>>(<span class="stringliteral">"const"</span>);</div><div class="line"><a name="l02044"></a><span class="lineno"> 2044</span> </div><div class="line"><a name="l02045"></a><span class="lineno"> 2045</span>  constant->m_LayerOutput = std::make_shared<ScopedTensorHandle>(constTensor);</div><div class="line"><a name="l02046"></a><span class="lineno"> 2046</span>  <a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml">IConnectableLayer</a>* mul = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_multiplication_layer.xhtml">MultiplicationLayer</a>>(<span class="stringliteral">"mul"</span>);</div><div class="line"><a name="l02047"></a><span class="lineno"> 2047</span>  <a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml">IConnectableLayer</a>* output = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_output_layer.xhtml">OutputLayer</a>>(0, <span class="stringliteral">"output"</span>);</div><div class="line"><a name="l02048"></a><span class="lineno"> 2048</span> </div><div class="line"><a name="l02049"></a><span class="lineno"> 2049</span>  <span class="comment">// Create connections between layers</span></div><div class="line"><a name="l02050"></a><span class="lineno"> 2050</span>  input-><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>(inputInfo);</div><div class="line"><a name="l02051"></a><span class="lineno"> 2051</span>  constant-><a class="code" href="classarmnn_1_1_layer.xhtml#a0e36688a43c35668d8db5257274c68fe">GetOutputSlot</a>(0).<a class="code" href="classarmnn_1_1_output_slot.xhtml#a7e5c5771d741dd5473989047a9314728">SetTensorInfo</a>(constInfo);</div><div class="line"><a name="l02052"></a><span class="lineno"> 2052</span>  mul->GetOutputSlot(0).SetTensorInfo(outputInfo);</div><div class="line"><a name="l02053"></a><span class="lineno"> 2053</span> </div><div class="line"><a name="l02054"></a><span class="lineno"> 2054</span>  input-><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>(mul->GetInputSlot(0));</div><div class="line"><a name="l02055"></a><span class="lineno"> 2055</span>  constant-><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>(mul->GetInputSlot(1));</div><div class="line"><a name="l02056"></a><span class="lineno"> 2056</span>  mul->GetOutputSlot(0).Connect(output->GetInputSlot(0));</div><div class="line"><a name="l02057"></a><span class="lineno"> 2057</span> </div><div class="line"><a name="l02058"></a><span class="lineno"> 2058</span>  <span class="comment">//Add in out of order</span></div><div class="line"><a name="l02059"></a><span class="lineno"> 2059</span>  <span class="keyword">auto</span> view = <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>({output, input, mul, constant},</div><div class="line"><a name="l02060"></a><span class="lineno"> 2060</span>  {},</div><div class="line"><a name="l02061"></a><span class="lineno"> 2061</span>  {});</div><div class="line"><a name="l02062"></a><span class="lineno"> 2062</span> </div><div class="line"><a name="l02063"></a><span class="lineno"> 2063</span>  <a class="code" href="classarmnn_1_1_subgraph_view.xhtml">SubgraphView</a> workingCopy = view-><a class="code" href="classarmnn_1_1_subgraph_view.xhtml#acb857f550caed75701ee92cbd9a2898c">GetWorkingCopy</a>();</div><div class="line"><a name="l02064"></a><span class="lineno"> 2064</span> </div><div class="line"><a name="l02065"></a><span class="lineno"> 2065</span>  <span class="comment">// Check the WorkingCopy is as expected before replacement</span></div><div class="line"><a name="l02066"></a><span class="lineno"> 2066</span>  CHECK(workingCopy.GetIConnectableLayers().size() == 4);</div><div class="line"><a name="l02067"></a><span class="lineno"> 2067</span>  <span class="keywordtype">int</span> idx=0;</div><div class="line"><a name="l02068"></a><span class="lineno"> 2068</span>  <a class="code" href="namespacearmnn.xhtml#a56943a0946e5f15e5e58054b8e7a04a4">LayerType</a> expectedSorted[] = {LayerType::Input, LayerType::Constant, LayerType::Multiplication, LayerType::Output};</div><div class="line"><a name="l02069"></a><span class="lineno"> 2069</span>  workingCopy.<a class="code" href="classarmnn_1_1_subgraph_view.xhtml#a89db17358856d60f03966a0e2e8cb25c">ForEachIConnectableLayer</a>([&idx, &expectedSorted](<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml">IConnectableLayer</a>* l)</div><div class="line"><a name="l02070"></a><span class="lineno"> 2070</span>  {</div><div class="line"><a name="l02071"></a><span class="lineno"> 2071</span>  CHECK((expectedSorted[idx] == l-><a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml#adceb04ae84c524e4d01881e3754a4d59">GetType</a>()));</div><div class="line"><a name="l02072"></a><span class="lineno"> 2072</span>  idx++;</div><div class="line"><a name="l02073"></a><span class="lineno"> 2073</span>  }</div><div class="line"><a name="l02074"></a><span class="lineno"> 2074</span>  );</div><div class="line"><a name="l02075"></a><span class="lineno"> 2075</span> </div><div class="line"><a name="l02076"></a><span class="lineno"> 2076</span>  <span class="comment">// Replace Multiplication and Constant with Depthwise</span></div><div class="line"><a name="l02077"></a><span class="lineno"> 2077</span>  ReplaceUnsupportedLayers(workingCopy);</div><div class="line"><a name="l02078"></a><span class="lineno"> 2078</span> </div><div class="line"><a name="l02079"></a><span class="lineno"> 2079</span>  <span class="comment">// Check the layers are as expected</span></div><div class="line"><a name="l02080"></a><span class="lineno"> 2080</span>  CHECK(workingCopy.GetIConnectableLayers().size() == 3);</div><div class="line"><a name="l02081"></a><span class="lineno"> 2081</span>  idx=0;</div><div class="line"><a name="l02082"></a><span class="lineno"> 2082</span>  <a class="code" href="namespacearmnn.xhtml#a56943a0946e5f15e5e58054b8e7a04a4">LayerType</a> expectedSortedReplaced[] = {LayerType::Input, LayerType::DepthwiseConvolution2d, LayerType::Output};</div><div class="line"><a name="l02083"></a><span class="lineno"> 2083</span>  workingCopy.ForEachIConnectableLayer([&idx, &expectedSortedReplaced](<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml">IConnectableLayer</a>* l)</div><div class="line"><a name="l02084"></a><span class="lineno"> 2084</span>  {</div><div class="line"><a name="l02085"></a><span class="lineno"> 2085</span>  CHECK((expectedSortedReplaced[idx] == l-><a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml#adceb04ae84c524e4d01881e3754a4d59">GetType</a>()));</div><div class="line"><a name="l02086"></a><span class="lineno"> 2086</span>  idx++;</div><div class="line"><a name="l02087"></a><span class="lineno"> 2087</span>  }</div><div class="line"><a name="l02088"></a><span class="lineno"> 2088</span>  );</div><div class="line"><a name="l02089"></a><span class="lineno"> 2089</span> }</div><div class="line"><a name="l02090"></a><span class="lineno"> 2090</span> </div><div class="line"><a name="l02091"></a><span class="lineno"> 2091</span> TEST_CASE(<span class="stringliteral">"SubgraphViewWorkingCopySubstituteSubgraph"</span>)</div><div class="line"><a name="l02092"></a><span class="lineno"> 2092</span> {</div><div class="line"><a name="l02093"></a><span class="lineno"> 2093</span>  <a class="code" href="classarmnn_1_1_graph.xhtml">Graph</a> graph;</div><div class="line"><a name="l02094"></a><span class="lineno"> 2094</span> </div><div class="line"><a name="l02095"></a><span class="lineno"> 2095</span>  <span class="keyword">auto</span> input = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_input_layer.xhtml">InputLayer</a>>(0, <span class="stringliteral">"Input"</span>);</div><div class="line"><a name="l02096"></a><span class="lineno"> 2096</span>  <span class="keyword">auto</span> activation = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_activation_layer.xhtml">ActivationLayer</a>>(<a class="code" href="structarmnn_1_1_activation_descriptor.xhtml">ActivationDescriptor</a>{}, <span class="stringliteral">"Activation"</span>);</div><div class="line"><a name="l02097"></a><span class="lineno"> 2097</span>  <span class="keyword">auto</span> output = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_output_layer.xhtml">OutputLayer</a>>(1, <span class="stringliteral">"Output"</span>);</div><div class="line"><a name="l02098"></a><span class="lineno"> 2098</span> </div><div class="line"><a name="l02099"></a><span class="lineno"> 2099</span>  input-><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>(activation-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l02100"></a><span class="lineno"> 2100</span>  activation-><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>(output-><a class="code" href="classarmnn_1_1_layer.xhtml#acf8b8e23bf647836592982f97088d375">GetInputSlot</a>(0));</div><div class="line"><a name="l02101"></a><span class="lineno"> 2101</span> </div><div class="line"><a name="l02102"></a><span class="lineno"> 2102</span>  <span class="comment">//Add in out of order</span></div><div class="line"><a name="l02103"></a><span class="lineno"> 2103</span>  <span class="keyword">auto</span> view = <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>({output, input, activation},</div><div class="line"><a name="l02104"></a><span class="lineno"> 2104</span>  {},</div><div class="line"><a name="l02105"></a><span class="lineno"> 2105</span>  {});</div><div class="line"><a name="l02106"></a><span class="lineno"> 2106</span> </div><div class="line"><a name="l02107"></a><span class="lineno"> 2107</span>  <span class="comment">// Check SubstituteSubgraphView throws when called on original SubgraphView</span></div><div class="line"><a name="l02108"></a><span class="lineno"> 2108</span>  <a class="code" href="classarmnn_1_1_subgraph_view.xhtml">SubgraphView</a> temp(input);</div><div class="line"><a name="l02109"></a><span class="lineno"> 2109</span>  CHECK_THROWS_AS(view->SubstituteSubgraph(temp, input), <a class="code" href="classarmnn_1_1_null_pointer_exception.xhtml">NullPointerException</a>);</div><div class="line"><a name="l02110"></a><span class="lineno"> 2110</span> </div><div class="line"><a name="l02111"></a><span class="lineno"> 2111</span>  <span class="comment">// Check that GetWorkingCopy() being called on a working copy throws an exception</span></div><div class="line"><a name="l02112"></a><span class="lineno"> 2112</span>  <span class="keyword">auto</span> workingCopy = view->GetWorkingCopy();</div><div class="line"><a name="l02113"></a><span class="lineno"> 2113</span>  CHECK_THROWS_AS(workingCopy.GetWorkingCopy(), <a class="code" href="classarmnn_1_1_exception.xhtml">Exception</a>);</div><div class="line"><a name="l02114"></a><span class="lineno"> 2114</span> }</div><div class="line"><a name="l02115"></a><span class="lineno"> 2115</span> </div><div class="line"><a name="l02116"></a><span class="lineno"> 2116</span> TEST_CASE(<span class="stringliteral">"SubgraphViewWorkingCopyOptimizationViews"</span>)</div><div class="line"><a name="l02117"></a><span class="lineno"> 2117</span> {</div><div class="line"><a name="l02118"></a><span class="lineno"> 2118</span>  <a class="code" href="classarmnn_1_1_graph.xhtml">Graph</a> graph;</div><div class="line"><a name="l02119"></a><span class="lineno"> 2119</span> </div><div class="line"><a name="l02120"></a><span class="lineno"> 2120</span>  <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_tensor_info.xhtml">TensorInfo</a> inputInfo({ 1, 8, 8, 16 }, DataType::QAsymmU8, 1.0f, 0);</div><div class="line"><a name="l02121"></a><span class="lineno"> 2121</span>  <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_tensor_info.xhtml">TensorInfo</a> constInfo({ 1, 1, 1, 16 }, DataType::QAsymmU8, 0.9f, 0, <span class="keyword">true</span>);</div><div class="line"><a name="l02122"></a><span class="lineno"> 2122</span>  <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_tensor_info.xhtml">TensorInfo</a> outputInfo({ 1, 8, 8, 16 }, DataType::QAsymmU8, 1.0f, 0);</div><div class="line"><a name="l02123"></a><span class="lineno"> 2123</span> </div><div class="line"><a name="l02124"></a><span class="lineno"> 2124</span>  std::vector<uint8_t> constData(constInfo.<a class="code" href="classarmnn_1_1_tensor_info.xhtml#a8846406ac37fbd2204f0be16ee05d5b7">GetNumElements</a>(), 0);</div><div class="line"><a name="l02125"></a><span class="lineno"> 2125</span>  std::iota(constData.begin(), constData.end(), 0);</div><div class="line"><a name="l02126"></a><span class="lineno"> 2126</span>  <a class="code" href="classarmnn_1_1_const_tensor.xhtml">ConstTensor</a> constTensor(constInfo, constData);</div><div class="line"><a name="l02127"></a><span class="lineno"> 2127</span> </div><div class="line"><a name="l02128"></a><span class="lineno"> 2128</span>  <span class="comment">// Add the original pattern</span></div><div class="line"><a name="l02129"></a><span class="lineno"> 2129</span>  <a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml">IConnectableLayer</a>* input = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_input_layer.xhtml">InputLayer</a>>(0, <span class="stringliteral">"input"</span>);</div><div class="line"><a name="l02130"></a><span class="lineno"> 2130</span>  <span class="keyword">auto</span> constant = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_constant_layer.xhtml">ConstantLayer</a>>(<span class="stringliteral">"const"</span>);</div><div class="line"><a name="l02131"></a><span class="lineno"> 2131</span> </div><div class="line"><a name="l02132"></a><span class="lineno"> 2132</span>  constant->m_LayerOutput = std::make_shared<ScopedTensorHandle>(constTensor);</div><div class="line"><a name="l02133"></a><span class="lineno"> 2133</span>  <a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml">IConnectableLayer</a>* mul = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_multiplication_layer.xhtml">MultiplicationLayer</a>>(<span class="stringliteral">"mul"</span>);</div><div class="line"><a name="l02134"></a><span class="lineno"> 2134</span>  <a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml">IConnectableLayer</a>* output = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_output_layer.xhtml">OutputLayer</a>>(0, <span class="stringliteral">"output"</span>);</div><div class="line"><a name="l02135"></a><span class="lineno"> 2135</span> </div><div class="line"><a name="l02136"></a><span class="lineno"> 2136</span>  <span class="comment">// Create connections between layers</span></div><div class="line"><a name="l02137"></a><span class="lineno"> 2137</span>  input-><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>(inputInfo);</div><div class="line"><a name="l02138"></a><span class="lineno"> 2138</span>  constant-><a class="code" href="classarmnn_1_1_layer.xhtml#a0e36688a43c35668d8db5257274c68fe">GetOutputSlot</a>(0).<a class="code" href="classarmnn_1_1_output_slot.xhtml#a7e5c5771d741dd5473989047a9314728">SetTensorInfo</a>(constInfo);</div><div class="line"><a name="l02139"></a><span class="lineno"> 2139</span>  mul->GetOutputSlot(0).SetTensorInfo(outputInfo);</div><div class="line"><a name="l02140"></a><span class="lineno"> 2140</span> </div><div class="line"><a name="l02141"></a><span class="lineno"> 2141</span>  input-><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>(mul->GetInputSlot(0));</div><div class="line"><a name="l02142"></a><span class="lineno"> 2142</span>  constant-><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>(mul->GetInputSlot(1));</div><div class="line"><a name="l02143"></a><span class="lineno"> 2143</span>  mul->GetOutputSlot(0).Connect(output->GetInputSlot(0));</div><div class="line"><a name="l02144"></a><span class="lineno"> 2144</span> </div><div class="line"><a name="l02145"></a><span class="lineno"> 2145</span>  <span class="comment">//Add in out of order</span></div><div class="line"><a name="l02146"></a><span class="lineno"> 2146</span>  <span class="keyword">auto</span> view = <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>({output, input, mul, constant},</div><div class="line"><a name="l02147"></a><span class="lineno"> 2147</span>  {},</div><div class="line"><a name="l02148"></a><span class="lineno"> 2148</span>  {});</div><div class="line"><a name="l02149"></a><span class="lineno"> 2149</span> </div><div class="line"><a name="l02150"></a><span class="lineno"> 2150</span>  <a class="code" href="classarmnn_1_1_subgraph_view.xhtml">SubgraphView</a> workingCopy = view-><a class="code" href="classarmnn_1_1_subgraph_view.xhtml#acb857f550caed75701ee92cbd9a2898c">GetWorkingCopy</a>();</div><div class="line"><a name="l02151"></a><span class="lineno"> 2151</span> </div><div class="line"><a name="l02152"></a><span class="lineno"> 2152</span>  <span class="comment">// Check the WorkingCopy is as expected before replacement</span></div><div class="line"><a name="l02153"></a><span class="lineno"> 2153</span>  <span class="keywordtype">int</span> idx=0;</div><div class="line"><a name="l02154"></a><span class="lineno"> 2154</span>  <a class="code" href="namespacearmnn.xhtml#a56943a0946e5f15e5e58054b8e7a04a4">LayerType</a> expectedSorted[] = {LayerType::Input, LayerType::Constant, LayerType::Multiplication, LayerType::Output};</div><div class="line"><a name="l02155"></a><span class="lineno"> 2155</span>  workingCopy.<a class="code" href="classarmnn_1_1_subgraph_view.xhtml#a89db17358856d60f03966a0e2e8cb25c">ForEachIConnectableLayer</a>([&idx, &expectedSorted](<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml">IConnectableLayer</a>* l)</div><div class="line"><a name="l02156"></a><span class="lineno"> 2156</span>  {</div><div class="line"><a name="l02157"></a><span class="lineno"> 2157</span>  CHECK((expectedSorted[idx] == l-><a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml#adceb04ae84c524e4d01881e3754a4d59">GetType</a>()));</div><div class="line"><a name="l02158"></a><span class="lineno"> 2158</span>  idx++;</div><div class="line"><a name="l02159"></a><span class="lineno"> 2159</span>  }</div><div class="line"><a name="l02160"></a><span class="lineno"> 2160</span>  );</div><div class="line"><a name="l02161"></a><span class="lineno"> 2161</span> </div><div class="line"><a name="l02162"></a><span class="lineno"> 2162</span>  <span class="comment">// Replace Multiplication and Constant with Depthwise</span></div><div class="line"><a name="l02163"></a><span class="lineno"> 2163</span>  ReplaceUnsupportedLayers(workingCopy);</div><div class="line"><a name="l02164"></a><span class="lineno"> 2164</span> </div><div class="line"><a name="l02165"></a><span class="lineno"> 2165</span>  <span class="comment">// Check the layers are as expected</span></div><div class="line"><a name="l02166"></a><span class="lineno"> 2166</span>  idx=0;</div><div class="line"><a name="l02167"></a><span class="lineno"> 2167</span>  <a class="code" href="namespacearmnn.xhtml#a56943a0946e5f15e5e58054b8e7a04a4">LayerType</a> expectedSortedReplaced[] = {LayerType::Input, LayerType::DepthwiseConvolution2d, LayerType::Output};</div><div class="line"><a name="l02168"></a><span class="lineno"> 2168</span>  workingCopy.ForEachIConnectableLayer([&idx, &expectedSortedReplaced](<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml">IConnectableLayer</a>* l)</div><div class="line"><a name="l02169"></a><span class="lineno"> 2169</span>  {</div><div class="line"><a name="l02170"></a><span class="lineno"> 2170</span>  CHECK((expectedSortedReplaced[idx] == l-><a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml#adceb04ae84c524e4d01881e3754a4d59">GetType</a>()));</div><div class="line"><a name="l02171"></a><span class="lineno"> 2171</span>  idx++;</div><div class="line"><a name="l02172"></a><span class="lineno"> 2172</span>  }</div><div class="line"><a name="l02173"></a><span class="lineno"> 2173</span>  );</div><div class="line"><a name="l02174"></a><span class="lineno"> 2174</span> </div><div class="line"><a name="l02175"></a><span class="lineno"> 2175</span> </div><div class="line"><a name="l02176"></a><span class="lineno"> 2176</span>  <span class="comment">// At this stage NPU would take the working copy and create CompiledBlocPtr with it.</span></div><div class="line"><a name="l02177"></a><span class="lineno"> 2177</span> </div><div class="line"><a name="l02178"></a><span class="lineno"> 2178</span>  <span class="comment">// We will just check that the procompiledLayer can still be added to the optimizationViews via a SubgraphView.</span></div><div class="line"><a name="l02179"></a><span class="lineno"> 2179</span>  <a class="code" href="classarmnn_1_1_optimization_views.xhtml">OptimizationViews</a> optimizationViews;</div><div class="line"><a name="l02180"></a><span class="lineno"> 2180</span> </div><div class="line"><a name="l02181"></a><span class="lineno"> 2181</span>  <a class="code" href="namespacearmnn.xhtml#af362583b7b4c471c434cb0fdb86c2ae2">CompiledBlobPtr</a> ptr;</div><div class="line"><a name="l02182"></a><span class="lineno"> 2182</span>  <a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml">IConnectableLayer</a>* preCompiledLayer = optimizationViews.<a class="code" href="classarmnn_1_1_optimization_views.xhtml#a192e832a187edeb40c62ea3703edfa4a">GetINetwork</a>()->AddPrecompiledLayer(</div><div class="line"><a name="l02183"></a><span class="lineno"> 2183</span>  <a class="code" href="structarmnn_1_1_pre_compiled_descriptor.xhtml">PreCompiledDescriptor</a>(view->GetNumInputSlots(), view->GetNumOutputSlots()),</div><div class="line"><a name="l02184"></a><span class="lineno"> 2184</span>  std::move(ptr),</div><div class="line"><a name="l02185"></a><span class="lineno"> 2185</span>  <a class="code" href="structarmnn_1_1_empty_optional.xhtml">EmptyOptional</a>(),</div><div class="line"><a name="l02186"></a><span class="lineno"> 2186</span>  <span class="stringliteral">"pre-compiled"</span>);</div><div class="line"><a name="l02187"></a><span class="lineno"> 2187</span> </div><div class="line"><a name="l02188"></a><span class="lineno"> 2188</span> </div><div class="line"><a name="l02189"></a><span class="lineno"> 2189</span>  optimizationViews.<a class="code" href="classarmnn_1_1_optimization_views.xhtml#a57340147dcb1c0ae05fdf14ff7af8a01">AddSubstitution</a>({ *view, <a class="code" href="classarmnn_1_1_subgraph_view.xhtml">SubgraphView</a>(preCompiledLayer) });</div><div class="line"><a name="l02190"></a><span class="lineno"> 2190</span>  CHECK(optimizationViews.<a class="code" href="classarmnn_1_1_optimization_views.xhtml#a58dc3ea86870112f745b2a1f7dca55e9">Validate</a>(*view));</div><div class="line"><a name="l02191"></a><span class="lineno"> 2191</span> }</div><div class="line"><a name="l02192"></a><span class="lineno"> 2192</span> </div><div class="line"><a name="l02193"></a><span class="lineno"> 2193</span> TEST_CASE(<span class="stringliteral">"SubgraphViewWorkingCopyReplaceSlots"</span>)</div><div class="line"><a name="l02194"></a><span class="lineno"> 2194</span> {</div><div class="line"><a name="l02195"></a><span class="lineno"> 2195</span>  <a class="code" href="classarmnn_1_1_graph.xhtml">Graph</a> graph;</div><div class="line"><a name="l02196"></a><span class="lineno"> 2196</span>  <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_tensor_info.xhtml">TensorInfo</a> inputInfo({ 1, 8, 8, 16 }, DataType::QAsymmU8, 1.0f, 0);</div><div class="line"><a name="l02197"></a><span class="lineno"> 2197</span>  <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_tensor_info.xhtml">TensorInfo</a> constInfo({ 1, 1, 1, 16 }, DataType::QAsymmU8, 0.9f, 0, <span class="keyword">true</span>);</div><div class="line"><a name="l02198"></a><span class="lineno"> 2198</span>  <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_tensor_info.xhtml">TensorInfo</a> outputInfo({ 1, 8, 8, 16 }, DataType::QAsymmU8, 1.0f, 0);</div><div class="line"><a name="l02199"></a><span class="lineno"> 2199</span> </div><div class="line"><a name="l02200"></a><span class="lineno"> 2200</span>  std::vector<uint8_t> constData(constInfo.<a class="code" href="classarmnn_1_1_tensor_info.xhtml#a8846406ac37fbd2204f0be16ee05d5b7">GetNumElements</a>(), 0);</div><div class="line"><a name="l02201"></a><span class="lineno"> 2201</span>  std::iota(constData.begin(), constData.end(), 0);</div><div class="line"><a name="l02202"></a><span class="lineno"> 2202</span>  <a class="code" href="classarmnn_1_1_const_tensor.xhtml">ConstTensor</a> constTensor(constInfo, constData);</div><div class="line"><a name="l02203"></a><span class="lineno"> 2203</span> </div><div class="line"><a name="l02204"></a><span class="lineno"> 2204</span>  <span class="comment">// Add the original pattern</span></div><div class="line"><a name="l02205"></a><span class="lineno"> 2205</span>  <a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml">IConnectableLayer</a>* input = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_input_layer.xhtml">InputLayer</a>>(0, <span class="stringliteral">"input"</span>);</div><div class="line"><a name="l02206"></a><span class="lineno"> 2206</span>  <span class="keyword">auto</span> constant = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_constant_layer.xhtml">ConstantLayer</a>>(<span class="stringliteral">"const"</span>);</div><div class="line"><a name="l02207"></a><span class="lineno"> 2207</span> </div><div class="line"><a name="l02208"></a><span class="lineno"> 2208</span>  constant->m_LayerOutput = std::make_shared<ScopedTensorHandle>(constTensor);</div><div class="line"><a name="l02209"></a><span class="lineno"> 2209</span>  <a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml">IConnectableLayer</a>* mul = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_multiplication_layer.xhtml">MultiplicationLayer</a>>(<span class="stringliteral">"mul"</span>);</div><div class="line"><a name="l02210"></a><span class="lineno"> 2210</span>  <a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml">IConnectableLayer</a>* output = graph.<a class="code" href="classarmnn_1_1_graph.xhtml#a7563c5b899e7d0ada08fd0fdb202f205">AddLayer</a><<a class="code" href="classarmnn_1_1_output_layer.xhtml">OutputLayer</a>>(0, <span class="stringliteral">"output"</span>);</div><div class="line"><a name="l02211"></a><span class="lineno"> 2211</span> </div><div class="line"><a name="l02212"></a><span class="lineno"> 2212</span>  <span class="comment">// Create connections between layers</span></div><div class="line"><a name="l02213"></a><span class="lineno"> 2213</span>  input-><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>(inputInfo);</div><div class="line"><a name="l02214"></a><span class="lineno"> 2214</span>  constant-><a class="code" href="classarmnn_1_1_layer.xhtml#a0e36688a43c35668d8db5257274c68fe">GetOutputSlot</a>(0).<a class="code" href="classarmnn_1_1_output_slot.xhtml#a7e5c5771d741dd5473989047a9314728">SetTensorInfo</a>(constInfo);</div><div class="line"><a name="l02215"></a><span class="lineno"> 2215</span>  mul->GetOutputSlot(0).SetTensorInfo(outputInfo);</div><div class="line"><a name="l02216"></a><span class="lineno"> 2216</span> </div><div class="line"><a name="l02217"></a><span class="lineno"> 2217</span>  input-><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>(mul->GetInputSlot(0));</div><div class="line"><a name="l02218"></a><span class="lineno"> 2218</span>  constant-><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>(mul->GetInputSlot(1));</div><div class="line"><a name="l02219"></a><span class="lineno"> 2219</span>  mul->GetOutputSlot(0).Connect(output->GetInputSlot(0));</div><div class="line"><a name="l02220"></a><span class="lineno"> 2220</span> </div><div class="line"><a name="l02221"></a><span class="lineno"> 2221</span>  <span class="keyword">auto</span> view = <a class="code" href="_common_test_utils_8cpp.xhtml#a3ed487c53d08c08186837be90030a855">CreateSubgraphViewFrom</a>({output, input, mul, constant},</div><div class="line"><a name="l02222"></a><span class="lineno"> 2222</span>  CreateIInputsFrom({mul}),</div><div class="line"><a name="l02223"></a><span class="lineno"> 2223</span>  CreateIOutputsFrom({mul}));</div><div class="line"><a name="l02224"></a><span class="lineno"> 2224</span> </div><div class="line"><a name="l02225"></a><span class="lineno"> 2225</span>  <a class="code" href="classarmnn_1_1_subgraph_view.xhtml">SubgraphView</a> workingCopy = view-><a class="code" href="classarmnn_1_1_subgraph_view.xhtml#acb857f550caed75701ee92cbd9a2898c">GetWorkingCopy</a>();</div><div class="line"><a name="l02226"></a><span class="lineno"> 2226</span> </div><div class="line"><a name="l02227"></a><span class="lineno"> 2227</span>  <span class="comment">// Check the WorkingCopy is as expected before replacement</span></div><div class="line"><a name="l02228"></a><span class="lineno"> 2228</span>  CHECK(workingCopy.<a class="code" href="classarmnn_1_1_subgraph_view.xhtml#a8055e06b4f21d51fd8b4fc22ead2bdf0">GetIConnectableLayers</a>().size() == 4);</div><div class="line"><a name="l02229"></a><span class="lineno"> 2229</span>  <span class="keywordtype">int</span> idx=0;</div><div class="line"><a name="l02230"></a><span class="lineno"> 2230</span>  <a class="code" href="namespacearmnn.xhtml#a56943a0946e5f15e5e58054b8e7a04a4">LayerType</a> expectedSorted[] = {LayerType::Input, LayerType::Constant, LayerType::Multiplication, LayerType::Output};</div><div class="line"><a name="l02231"></a><span class="lineno"> 2231</span>  workingCopy.<a class="code" href="classarmnn_1_1_subgraph_view.xhtml#a89db17358856d60f03966a0e2e8cb25c">ForEachIConnectableLayer</a>([&idx, &expectedSorted](<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml">IConnectableLayer</a>* l)</div><div class="line"><a name="l02232"></a><span class="lineno"> 2232</span>  {</div><div class="line"><a name="l02233"></a><span class="lineno"> 2233</span>  CHECK((expectedSorted[idx] == l-><a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml#adceb04ae84c524e4d01881e3754a4d59">GetType</a>()));</div><div class="line"><a name="l02234"></a><span class="lineno"> 2234</span>  idx++;</div><div class="line"><a name="l02235"></a><span class="lineno"> 2235</span>  }</div><div class="line"><a name="l02236"></a><span class="lineno"> 2236</span>  );</div><div class="line"><a name="l02237"></a><span class="lineno"> 2237</span> </div><div class="line"><a name="l02238"></a><span class="lineno"> 2238</span>  <span class="comment">// Replace Multiplication and Constant with Depthwise</span></div><div class="line"><a name="l02239"></a><span class="lineno"> 2239</span>  ReplaceUnsupportedLayers(workingCopy);</div><div class="line"><a name="l02240"></a><span class="lineno"> 2240</span> </div><div class="line"><a name="l02241"></a><span class="lineno"> 2241</span>  <span class="comment">// Check the layers are as expected</span></div><div class="line"><a name="l02242"></a><span class="lineno"> 2242</span>  idx=0;</div><div class="line"><a name="l02243"></a><span class="lineno"> 2243</span>  <a class="code" href="namespacearmnn.xhtml#a56943a0946e5f15e5e58054b8e7a04a4">LayerType</a> expectedSortedReplaced[] = {LayerType::Input, LayerType::DepthwiseConvolution2d, LayerType::Output};</div><div class="line"><a name="l02244"></a><span class="lineno"> 2244</span>  CHECK(workingCopy.<a class="code" href="classarmnn_1_1_subgraph_view.xhtml#a8055e06b4f21d51fd8b4fc22ead2bdf0">GetIConnectableLayers</a>().size() == 3);</div><div class="line"><a name="l02245"></a><span class="lineno"> 2245</span>  workingCopy.<a class="code" href="classarmnn_1_1_subgraph_view.xhtml#a89db17358856d60f03966a0e2e8cb25c">ForEachIConnectableLayer</a>([&idx, &expectedSortedReplaced](<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml">IConnectableLayer</a>* l)</div><div class="line"><a name="l02246"></a><span class="lineno"> 2246</span>  {</div><div class="line"><a name="l02247"></a><span class="lineno"> 2247</span>  CHECK((expectedSortedReplaced[idx] == l-><a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml#adceb04ae84c524e4d01881e3754a4d59">GetType</a>()));</div><div class="line"><a name="l02248"></a><span class="lineno"> 2248</span>  idx++;</div><div class="line"><a name="l02249"></a><span class="lineno"> 2249</span>  }</div><div class="line"><a name="l02250"></a><span class="lineno"> 2250</span>  );</div><div class="line"><a name="l02251"></a><span class="lineno"> 2251</span> }</div><div class="line"><a name="l02252"></a><span class="lineno"> 2252</span> </div><div class="line"><a name="l02253"></a><span class="lineno"> 2253</span> }</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_splitter_layer_xhtml"><div class="ttname"><a href="classarmnn_1_1_splitter_layer.xhtml">armnn::SplitterLayer</a></div><div class="ttdoc">This layer represents a split operation. </div><div class="ttdef"><b>Definition:</b> <a href="_splitter_layer_8hpp_source.xhtml#l00013">SplitterLayer.hpp:13</a></div></div> +<div class="ttc" id="structarmnn_1_1_views_descriptor_xhtml"><div class="ttname"><a href="structarmnn_1_1_views_descriptor.xhtml">armnn::ViewsDescriptor</a></div><div class="ttdoc">A ViewsDescriptor for the SplitterLayer. </div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.xhtml#l00217">Descriptors.hpp:217</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="classarmnn_1_1_tensor_info_xhtml_a8b5d0f8a24e9d9238f412260a552acf8"><div class="ttname"><a href="classarmnn_1_1_tensor_info.xhtml#a8b5d0f8a24e9d9238f412260a552acf8">armnn::TensorInfo::GetShape</a></div><div class="ttdeci">const TensorShape & GetShape() const</div><div class="ttdef"><b>Definition:</b> <a href="_tensor_8hpp_source.xhtml#l00191">Tensor.hpp:191</a></div></div> +<div class="ttc" id="namespacearmnn_xhtml_a14d7f180bf51e86850305965c3707e07"><div class="ttname"><a href="namespacearmnn.xhtml#a14d7f180bf51e86850305965c3707e07">armnn::swap</a></div><div class="ttdeci">void swap(OriginsDescriptor &first, OriginsDescriptor &second)</div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8cpp_source.xhtml#l00350">Descriptors.cpp:350</a></div></div> +<div class="ttc" id="classarmnn_1_1_subgraph_view_xhtml_a8055e06b4f21d51fd8b4fc22ead2bdf0"><div class="ttname"><a href="classarmnn_1_1_subgraph_view.xhtml#a8055e06b4f21d51fd8b4fc22ead2bdf0">armnn::SubgraphView::GetIConnectableLayers</a></div><div class="ttdeci">const IConnectableLayers & GetIConnectableLayers() const</div><div class="ttdef"><b>Definition:</b> <a href="_subgraph_view_8cpp_source.xhtml#l00300">SubgraphView.cpp:300</a></div></div> +<div class="ttc" id="structarmnn_1_1_depthwise_convolution2d_descriptor_xhtml_a6089e1ca91914015777ea780a513131a"><div class="ttname"><a href="structarmnn_1_1_depthwise_convolution2d_descriptor.xhtml#a6089e1ca91914015777ea780a513131a">armnn::DepthwiseConvolution2dDescriptor::m_DataLayout</a></div><div class="ttdeci">DataLayout m_DataLayout</div><div class="ttdoc">The data layout to be used (NCHW, NHWC). </div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.xhtml#l00670">Descriptors.hpp:670</a></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 &&... 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#l00420">Graph.hpp:420</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="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 &destination)</div><div class="ttdef"><b>Definition:</b> <a href="_layer_8cpp_source.xhtml#l00086">Layer.cpp:86</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 &&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_activation_layer_xhtml"><div class="ttname"><a href="classarmnn_1_1_activation_layer.xhtml">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.xhtml#l00012">ActivationLayer.hpp:12</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="classarmnn_1_1_layer_xhtml_a3f6ad59212fa8a47c9265162fff8a274"><div class="ttname"><a href="classarmnn_1_1_layer.xhtml#a3f6ad59212fa8a47c9265162fff8a274">armnn::Layer::SetBackendId</a></div><div class="ttdeci">void SetBackendId(const BackendId &id)</div><div class="ttdef"><b>Definition:</b> <a href="_layer_8hpp_source.xhtml#l00275">Layer.hpp:275</a></div></div> +<div class="ttc" id="classarmnn_1_1_i_output_slot_xhtml_a9fffb92dc6d2edd5258d574a5862fc83"><div class="ttname"><a href="classarmnn_1_1_i_output_slot.xhtml#a9fffb92dc6d2edd5258d574a5862fc83">armnn::IOutputSlot::GetConnection</a></div><div class="ttdeci">virtual const IInputSlot * GetConnection(unsigned int index) const =0</div></div> +<div class="ttc" id="classarmnn_1_1_tensor_shape_xhtml"><div class="ttname"><a href="classarmnn_1_1_tensor_shape.xhtml">armnn::TensorShape</a></div><div class="ttdef"><b>Definition:</b> <a href="_tensor_8hpp_source.xhtml#l00020">Tensor.hpp:20</a></div></div> +<div class="ttc" id="classarmnn_1_1_input_slot_xhtml_a3153abb7c0c0a84629079b2fac7db54f"><div class="ttname"><a href="classarmnn_1_1_input_slot.xhtml#a3153abb7c0c0a84629079b2fac7db54f">armnn::InputSlot::GetConnection</a></div><div class="ttdeci">const IOutputSlot * GetConnection() const override</div><div class="ttdef"><b>Definition:</b> <a href="_layer_8hpp_source.xhtml#l00204">Layer.hpp:204</a></div></div> +<div class="ttc" id="classarmnn_1_1_subgraph_view_xhtml_ae9da449c038607237135b6b543890a15"><div class="ttname"><a href="classarmnn_1_1_subgraph_view.xhtml#ae9da449c038607237135b6b543890a15">armnn::SubgraphView::SubstituteSubgraph</a></div><div class="ttdeci">void SubstituteSubgraph(SubgraphView &, IConnectableLayer *)</div><div class="ttdoc">These methods should be called on a working copy subgraph created from GetWorkingCopy. </div><div class="ttdef"><b>Definition:</b> <a href="_subgraph_view_8cpp_source.xhtml#l00543">SubgraphView.cpp:543</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 &tensorInfo)=0</div></div> +<div class="ttc" id="classarmnn_1_1_tensor_info_xhtml_abe8889e8150beef5fd204b2d87b49298"><div class="ttname"><a href="classarmnn_1_1_tensor_info.xhtml#abe8889e8150beef5fd204b2d87b49298">armnn::TensorInfo::SetShape</a></div><div class="ttdeci">void SetShape(const TensorShape &newShape)</div><div class="ttdef"><b>Definition:</b> <a href="_tensor_8hpp_source.xhtml#l00193">Tensor.hpp:193</a></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< void, CompiledBlobDeleter > 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="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 & 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#l00321">Layer.hpp:321</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="classarmnn_1_1_subgraph_view_xhtml_ad7c7687cd3542e5cbb45e56f9a9456e7"><div class="ttname"><a href="classarmnn_1_1_subgraph_view.xhtml#ad7c7687cd3542e5cbb45e56f9a9456e7">armnn::SubgraphView::IConnectableLayers</a></div><div class="ttdeci">std::list< IConnectableLayer * > IConnectableLayers</div><div class="ttdef"><b>Definition:</b> <a href="include_2armnn_2backends_2_subgraph_view_8hpp_source.xhtml#l00054">SubgraphView.hpp:54</a></div></div> +<div class="ttc" id="_assert_8hpp_xhtml_a91c4dfde57907d7698c7531785690a7f"><div class="ttname"><a href="_assert_8hpp.xhtml#a91c4dfde57907d7698c7531785690a7f">ARMNN_ASSERT_MSG</a></div><div class="ttdeci">#define ARMNN_ASSERT_MSG(COND, MSG)</div><div class="ttdef"><b>Definition:</b> <a href="_assert_8hpp_source.xhtml#l00015">Assert.hpp:15</a></div></div> +<div class="ttc" id="classarmnn_1_1_i_output_slot_xhtml"><div class="ttname"><a href="classarmnn_1_1_i_output_slot.xhtml">armnn::IOutputSlot</a></div><div class="ttdoc">An output connection slot for a layer. </div><div class="ttdef"><b>Definition:</b> <a href="_i_network_8hpp_source.xhtml#l00040">INetwork.hpp:40</a></div></div> +<div class="ttc" id="_common_test_utils_8cpp_xhtml_a9892eac8f1b8ed9cea0baf643fb6d951"><div class="ttname"><a href="_common_test_utils_8cpp.xhtml#a9892eac8f1b8ed9cea0baf643fb6d951">CreateInputsFrom</a></div><div class="ttdeci">SubgraphView::InputSlots CreateInputsFrom(const std::vector< Layer *> &layers)</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_origins_descriptor_xhtml"><div class="ttname"><a href="structarmnn_1_1_origins_descriptor.xhtml">armnn::OriginsDescriptor</a></div><div class="ttdoc">An OriginsDescriptor for the ConcatLayer. </div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.xhtml#l00174">Descriptors.hpp:174</a></div></div> +<div class="ttc" id="classarmnn_1_1_subgraph_view_xhtml_a3f717693851810942d3ae0180a97fb4c"><div class="ttname"><a href="classarmnn_1_1_subgraph_view.xhtml#a3f717693851810942d3ae0180a97fb4c">armnn::SubgraphView::IOutputSlots</a></div><div class="ttdeci">std::vector< IOutputSlot * > IOutputSlots</div><div class="ttdef"><b>Definition:</b> <a href="include_2armnn_2backends_2_subgraph_view_8hpp_source.xhtml#l00052">SubgraphView.hpp:52</a></div></div> +<div class="ttc" id="classarmnn_1_1_null_pointer_exception_xhtml"><div class="ttname"><a href="classarmnn_1_1_null_pointer_exception.xhtml">armnn::NullPointerException</a></div><div class="ttdef"><b>Definition:</b> <a href="_exceptions_8hpp_source.xhtml#l00152">Exceptions.hpp:152</a></div></div> +<div class="ttc" id="classarmnn_1_1_const_tensor_xhtml"><div class="ttname"><a href="classarmnn_1_1_const_tensor.xhtml">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.xhtml#l00327">Tensor.hpp:327</a></div></div> +<div class="ttc" id="classarmnn_1_1_concat_layer_xhtml"><div class="ttname"><a href="classarmnn_1_1_concat_layer.xhtml">armnn::ConcatLayer</a></div><div class="ttdoc">This layer represents a merge operation. </div><div class="ttdef"><b>Definition:</b> <a href="_concat_layer_8hpp_source.xhtml#l00013">ConcatLayer.hpp:13</a></div></div> +<div class="ttc" id="classarmnn_1_1_subgraph_view_xhtml_a89db17358856d60f03966a0e2e8cb25c"><div class="ttname"><a href="classarmnn_1_1_subgraph_view.xhtml#a89db17358856d60f03966a0e2e8cb25c">armnn::SubgraphView::ForEachIConnectableLayer</a></div><div class="ttdeci">void ForEachIConnectableLayer(Func func) const</div><div class="ttdef"><b>Definition:</b> <a href="include_2armnn_2backends_2_subgraph_view_8hpp_source.xhtml#l00038">SubgraphView.hpp:38</a></div></div> +<div class="ttc" id="classarmnn_1_1_layer_xhtml_a9a97cb6d32661a57fc33bd29b8e41ff4"><div class="ttname"><a href="classarmnn_1_1_layer.xhtml#a9a97cb6d32661a57fc33bd29b8e41ff4">armnn::Layer::GetNameStr</a></div><div class="ttdeci">const std::string & GetNameStr() const</div><div class="ttdef"><b>Definition:</b> <a href="_layer_8hpp_source.xhtml#l00225">Layer.hpp:225</a></div></div> +<div class="ttc" id="classarmnn_1_1_layer_xhtml_ad8e15c530c929ab823d89ae9fd2d3f11"><div class="ttname"><a href="classarmnn_1_1_layer.xhtml#ad8e15c530c929ab823d89ae9fd2d3f11">armnn::Layer::GetType</a></div><div class="ttdeci">LayerType GetType() const override</div><div class="ttdoc">Returns the armnn::LayerType of this layer. </div><div class="ttdef"><b>Definition:</b> <a href="_layer_8hpp_source.xhtml#l00270">Layer.hpp:270</a></div></div> +<div class="ttc" id="namespacearmnn_xhtml_a7636fbbc4f8ea2d0cf9f3ac2d12a4c62"><div class="ttname"><a href="namespacearmnn.xhtml#a7636fbbc4f8ea2d0cf9f3ac2d12a4c62">armnn::Activation</a></div><div class="ttdeci">float Activation(float in, ActivationFunction function, float a, float b)</div><div class="ttdef"><b>Definition:</b> <a href="_activation_8cpp_source.xhtml#l00013">Activation.cpp:13</a></div></div> +<div class="ttc" id="classarmnn_1_1_subgraph_view_selector_xhtml_aaf71a63dbbc776f8961b0f4fdb9da021"><div class="ttname"><a href="classarmnn_1_1_subgraph_view_selector.xhtml#aaf71a63dbbc776f8961b0f4fdb9da021">armnn::SubgraphViewSelector::Subgraphs</a></div><div class="ttdeci">std::vector< SubgraphViewPtr > Subgraphs</div><div class="ttdef"><b>Definition:</b> <a href="_subgraph_view_selector_8hpp_source.xhtml#l00025">SubgraphViewSelector.hpp:25</a></div></div> +<div class="ttc" id="classarmnn_1_1_i_output_slot_xhtml_a22b3f11f56aa924c0c1b6ee4d6cc90e1"><div class="ttname"><a href="classarmnn_1_1_i_output_slot.xhtml#a22b3f11f56aa924c0c1b6ee4d6cc90e1">armnn::IOutputSlot::GetOwningIConnectableLayer</a></div><div class="ttdeci">virtual const IConnectableLayer & GetOwningIConnectableLayer() const =0</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 & 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="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 &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="structarmnn_1_1_activation_descriptor_xhtml"><div class="ttname"><a href="structarmnn_1_1_activation_descriptor.xhtml">armnn::ActivationDescriptor</a></div><div class="ttdoc">An ActivationDescriptor for the ActivationLayer. </div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.xhtml#l00036">Descriptors.hpp:36</a></div></div> +<div class="ttc" id="classarmnn_1_1_layer_xhtml_afdb1d37740e7a083b625d669588b6a0e"><div class="ttname"><a href="classarmnn_1_1_layer.xhtml#afdb1d37740e7a083b625d669588b6a0e">armnn::Layer::GetBackendId</a></div><div class="ttdeci">const BackendId & GetBackendId() const</div><div class="ttdef"><b>Definition:</b> <a href="_layer_8hpp_source.xhtml#l00274">Layer.hpp:274</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="classarmnn_1_1_i_connectable_layer_xhtml_adceb04ae84c524e4d01881e3754a4d59"><div class="ttname"><a href="classarmnn_1_1_i_connectable_layer.xhtml#adceb04ae84c524e4d01881e3754a4d59">armnn::IConnectableLayer::GetType</a></div><div class="ttdeci">virtual LayerType GetType() const =0</div><div class="ttdoc">Returns the armnn::LayerType of this layer. </div></div> +<div class="ttc" id="classarmnn_1_1_addition_layer_xhtml"><div class="ttname"><a href="classarmnn_1_1_addition_layer.xhtml">armnn::AdditionLayer</a></div><div class="ttdoc">This layer represents an addition operation. </div><div class="ttdef"><b>Definition:</b> <a href="_addition_layer_8hpp_source.xhtml#l00013">AdditionLayer.hpp:13</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 &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#l00433">Graph.cpp:433</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< SubgraphView > 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="structarmnn_1_1_empty_optional_xhtml"><div class="ttname"><a href="structarmnn_1_1_empty_optional.xhtml">armnn::EmptyOptional</a></div><div class="ttdoc">EmptyOptional is used to initialize the Optional class in case we want to have default value for an O...</div><div class="ttdef"><b>Definition:</b> <a href="_optional_8hpp_source.xhtml#l00032">Optional.hpp:32</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 &&inputs, SubgraphView::OutputSlots &&outputs, SubgraphView::Layers &&layers)</div><div class="ttdef"><b>Definition:</b> <a href="_common_test_utils_8cpp_source.xhtml#l00038">CommonTestUtils.cpp:38</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< Layer *> &layers)</div><div class="ttdef"><b>Definition:</b> <a href="_common_test_utils_8cpp_source.xhtml#l00025">CommonTestUtils.cpp:25</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_exception_xhtml"><div class="ttname"><a href="classarmnn_1_1_exception.xhtml">armnn::Exception</a></div><div class="ttdoc">Base class for all ArmNN exceptions so that users can filter to just those. </div><div class="ttdef"><b>Definition:</b> <a href="_exceptions_8hpp_source.xhtml#l00046">Exceptions.hpp:46</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="classarmnn_1_1_output_slot_xhtml_a7e5c5771d741dd5473989047a9314728"><div class="ttname"><a href="classarmnn_1_1_output_slot.xhtml#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.xhtml#l00061">Layer.cpp:61</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 & 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_i_input_slot_xhtml_a81fbf6103761e55061b62ba989b00f10"><div class="ttname"><a href="classarmnn_1_1_i_input_slot.xhtml#a81fbf6103761e55061b62ba989b00f10">armnn::IInputSlot::GetConnection</a></div><div class="ttdeci">virtual const IOutputSlot * GetConnection() const =0</div></div> +<div class="ttc" id="namespacearmnn_xhtml_a375ca3cff9f1b005d1412dc5f3cf5b6e"><div class="ttname"><a href="namespacearmnn.xhtml#a375ca3cff9f1b005d1412dc5f3cf5b6e">armnn::numeric_cast</a></div><div class="ttdeci">std::enable_if_t< std::is_unsigned< Source >::value &&std::is_unsigned< Dest >::value, Dest > numeric_cast(Source source)</div><div class="ttdef"><b>Definition:</b> <a href="_numeric_cast_8hpp_source.xhtml#l00035">NumericCast.hpp:35</a></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 & 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#l00323">Layer.hpp:323</a></div></div> +<div class="ttc" id="classarmnn_1_1_i_output_slot_xhtml_a9943775a364fc4ab53b85ac88f311886"><div class="ttname"><a href="classarmnn_1_1_i_output_slot.xhtml#a9943775a364fc4ab53b85ac88f311886">armnn::IOutputSlot::GetTensorInfo</a></div><div class="ttdeci">virtual const TensorInfo & GetTensorInfo() const =0</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 & 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="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 &destination)=0</div></div> +<div class="ttc" id="classarmnn_1_1_subgraph_view_xhtml_ad6521013ad981519904822f2ada2c4ec"><div class="ttname"><a href="classarmnn_1_1_subgraph_view.xhtml#ad6521013ad981519904822f2ada2c4ec">armnn::SubgraphView::ForEachLayer</a></div><div class="ttdeci">void ForEachLayer(Func func) const</div><div class="ttdef"><b>Definition:</b> <a href="include_2armnn_2backends_2_subgraph_view_8hpp_source.xhtml#l00027">SubgraphView.hpp:27</a></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#l01319">Descriptors.hpp:1319</a></div></div> +<div class="ttc" id="classarmnn_1_1_multiplication_layer_xhtml"><div class="ttname"><a href="classarmnn_1_1_multiplication_layer.xhtml">armnn::MultiplicationLayer</a></div><div class="ttdoc">This layer represents a multiplication operation. </div><div class="ttdef"><b>Definition:</b> <a href="_multiplication_layer_8hpp_source.xhtml#l00014">MultiplicationLayer.hpp:14</a></div></div> +<div class="ttc" id="classarmnn_1_1_subgraph_view_xhtml_acb857f550caed75701ee92cbd9a2898c"><div class="ttname"><a href="classarmnn_1_1_subgraph_view.xhtml#acb857f550caed75701ee92cbd9a2898c">armnn::SubgraphView::GetWorkingCopy</a></div><div class="ttdeci">SubgraphView GetWorkingCopy()</div><div class="ttdoc">This method returns a copy of the original SubgraphView provided by OptimizeSubgraphView with a separ...</div><div class="ttdef"><b>Definition:</b> <a href="_subgraph_view_8cpp_source.xhtml#l00419">SubgraphView.cpp:419</a></div></div> +<div class="ttc" id="classarmnn_1_1_i_input_slot_xhtml"><div class="ttname"><a href="classarmnn_1_1_i_input_slot.xhtml">armnn::IInputSlot</a></div><div class="ttdoc">An input connection slot for a layer. </div><div class="ttdef"><b>Definition:</b> <a href="_i_network_8hpp_source.xhtml#l00026">INetwork.hpp:26</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#l00622">Descriptors.hpp:622</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_output_slot_xhtml_a048e8c1536cf6b8871b093a73a4a3a85"><div class="ttname"><a href="classarmnn_1_1_output_slot.xhtml#a048e8c1536cf6b8871b093a73a4a3a85">armnn::OutputSlot::GetConnection</a></div><div class="ttdeci">const InputSlot * GetConnection(unsigned int index) const override</div><div class="ttdef"><b>Definition:</b> <a href="_layer_8cpp_source.xhtml#l00049">Layer.cpp:49</a></div></div> +<div class="ttc" id="classarmnn_1_1_tensor_info_xhtml_a8846406ac37fbd2204f0be16ee05d5b7"><div class="ttname"><a href="classarmnn_1_1_tensor_info.xhtml#a8846406ac37fbd2204f0be16ee05d5b7">armnn::TensorInfo::GetNumElements</a></div><div class="ttdeci">unsigned int GetNumElements() const</div><div class="ttdef"><b>Definition:</b> <a href="_tensor_8hpp_source.xhtml#l00196">Tensor.hpp:196</a></div></div> +<div class="ttc" id="namespacearmnn_xhtml_a56943a0946e5f15e5e58054b8e7a04a4"><div class="ttname"><a href="namespacearmnn.xhtml#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.xhtml#l00458">Types.hpp:458</a></div></div> +</div><!-- fragment --> +</div> +</div> +</div><!-- contents --> +</div><!-- doc-content --> +<!-- start footer part --> +<div id="nav-path" class="navpath"><!-- id is needed for treeview function! --> + <ul> + <li class="navelem"><a class="el" href="dir_68267d1309a1af8e8297ef4c3efbcdba.xhtml">src</a></li><li class="navelem"><a class="el" href="dir_e0a84d05c80a2ef4231141dcbbeac5c8.xhtml">armnn</a></li><li class="navelem"><a class="el" href="dir_9d86fd1fbecbedf5bdb69c7e7235fe5f.xhtml">test</a></li><li class="navelem"><a class="el" href="_subgraph_view_tests_8cpp.xhtml">SubgraphViewTests.cpp</a></li> + <li class="footer">Generated on Wed Mar 9 2022 12:01:02 for ArmNN by + <a href="http://www.doxygen.org/index.html"> + <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.13 </li> + </ul> +</div> +</body> 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