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<div class="title">ClRuntimeTests.cpp</div> </div>
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<a href="_cl_runtime_tests_8cpp.xhtml">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span> <span class="comment">//</span></div><div class="line"><a name="l00002"></a><span class="lineno"> 2</span> <span class="comment">// Copyright © 2017 Arm Ltd. All rights reserved.</span></div><div class="line"><a name="l00003"></a><span class="lineno"> 3</span> <span class="comment">// SPDX-License-Identifier: MIT</span></div><div class="line"><a name="l00004"></a><span class="lineno"> 4</span> <span class="comment">//</span></div><div class="line"><a name="l00005"></a><span class="lineno"> 5</span> </div><div class="line"><a name="l00006"></a><span class="lineno"> 6</span> <span class="preprocessor">#include <<a class="code" href="_runtime_tests_8hpp.xhtml">test/RuntimeTests.hpp</a>></span></div><div class="line"><a name="l00007"></a><span class="lineno"> 7</span> </div><div class="line"><a name="l00008"></a><span class="lineno"> 8</span> <span class="preprocessor">#include <<a class="code" href="_leak_checking_8hpp.xhtml">LeakChecking.hpp</a>></span></div><div class="line"><a name="l00009"></a><span class="lineno"> 9</span> </div><div class="line"><a name="l00010"></a><span class="lineno"> 10</span> <span class="preprocessor">#include <<a class="code" href="_runtime_test_impl_8hpp.xhtml">backendsCommon/test/RuntimeTestImpl.hpp</a>></span></div><div class="line"><a name="l00011"></a><span class="lineno"> 11</span> <span class="preprocessor">#include <<a class="code" href="_profiling_test_utils_8hpp.xhtml">test/ProfilingTestUtils.hpp</a>></span></div><div class="line"><a name="l00012"></a><span class="lineno"> 12</span> <span class="preprocessor">#include <<a class="code" href="_ignore_unused_8hpp.xhtml">armnn/utility/IgnoreUnused.hpp</a>></span></div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span> </div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span> <span class="preprocessor">#include <boost/test/unit_test.hpp></span></div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span> </div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span> <span class="preprocessor">#ifdef WITH_VALGRIND</span></div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span> <span class="preprocessor">#include <valgrind/memcheck.h></span></div><div class="line"><a name="l00018"></a><span class="lineno"> 18</span> <span class="preprocessor">#endif</span></div><div class="line"><a name="l00019"></a><span class="lineno"> 19</span> </div><div class="line"><a name="l00020"></a><span class="lineno"> 20</span> <a class="code" href="_output_shape_of_squeeze_8cpp.xhtml#ae3a6cb217a792718f2bd0e8f45e3ca9e">BOOST_AUTO_TEST_SUITE</a>(ClRuntime)</div><div class="line"><a name="l00021"></a><span class="lineno"> 21</span> </div><div class="line"><a name="l00022"></a><span class="lineno"><a class="line" href="_cl_runtime_tests_8cpp.xhtml#a3f24de9be2ff1191339665c7e1614791"> 22</a></span> <a class="code" href="_cl_runtime_tests_8cpp.xhtml#a3f24de9be2ff1191339665c7e1614791">BOOST_AUTO_TEST_CASE</a>(RuntimeValidateGpuDeviceSupportLayerNoFallback)</div><div class="line"><a name="l00023"></a><span class="lineno"> 23</span> {</div><div class="line"><a name="l00024"></a><span class="lineno"> 24</span>  <span class="comment">// build up the structure of the network</span></div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span>  <a class="code" href="namespacearmnn.xhtml#ace74f6f9feb95a964a49d79458232703">armnn::INetworkPtr</a> net(<a class="code" href="classarmnn_1_1_i_network.xhtml#a464f0ff87b1aabf71febaa71321dd40b">armnn::INetwork::Create</a>());</div><div class="line"><a name="l00026"></a><span class="lineno"> 26</span> </div><div class="line"><a name="l00027"></a><span class="lineno"> 27</span>  <a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml">armnn::IConnectableLayer</a>* input = net->AddInputLayer(0);</div><div class="line"><a name="l00028"></a><span class="lineno"> 28</span>  <a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml">armnn::IConnectableLayer</a>* output = net->AddOutputLayer(0);</div><div class="line"><a name="l00029"></a><span class="lineno"> 29</span> </div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span>  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>(output-><a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml#a6ec9e0eb66d7d6a01240492a0b18104c">GetInputSlot</a>(0));</div><div class="line"><a name="l00031"></a><span class="lineno"> 31</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>(<a class="code" href="classarmnn_1_1_tensor_info.xhtml">armnn::TensorInfo</a>({ 1, 1, 4, 4 }, <a class="code" href="namespacearmnn.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a166495adc0d0f53bee6baecc577f5204">armnn::DataType::Float32</a>));</div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span> </div><div class="line"><a name="l00033"></a><span class="lineno"> 33</span>  <a class="code" href="structarmnn_1_1_i_runtime_1_1_creation_options.xhtml">armnn::IRuntime::CreationOptions</a> options;</div><div class="line"><a name="l00034"></a><span class="lineno"> 34</span>  <a class="code" href="namespacearmnn.xhtml#a150468a02bd7b2d2d061c4aaaee939f0">armnn::IRuntimePtr</a> runtime(<a class="code" href="classarmnn_1_1_i_runtime.xhtml#ad44ecd3700748dc30dc4bbe34ba5bde7">armnn::IRuntime::Create</a>(options));</div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span> </div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span>  std::vector<armnn::BackendId> backends = { <a class="code" href="namespacearmnn.xhtml#ae2f04a162585c0a5222a537efd5456aeafaa4524e3df19ada32643ce9a222362b">armnn::Compute::GpuAcc</a> };</div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span>  <a class="code" href="namespacearmnn.xhtml#a674efcf6cbdb9e831d653ff0e821fb38">armnn::IOptimizedNetworkPtr</a> optNet = <a class="code" href="namespacearmnn.xhtml#a82e98ef05fd67036d1195ba17174d685">armnn::Optimize</a>(*net, backends, runtime->GetDeviceSpec());</div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span>  BOOST_CHECK(optNet);</div><div class="line"><a name="l00039"></a><span class="lineno"> 39</span> </div><div class="line"><a name="l00040"></a><span class="lineno"> 40</span>  <span class="comment">// Load it into the runtime. It should success.</span></div><div class="line"><a name="l00041"></a><span class="lineno"> 41</span>  <a class="code" href="namespacearmnn.xhtml#a83015160d8c67d5d77735eb0d4033d9a">armnn::NetworkId</a> netId;</div><div class="line"><a name="l00042"></a><span class="lineno"> 42</span>  BOOST_TEST(runtime->LoadNetwork(netId, std::move(optNet)) == <a class="code" href="namespacearmnn.xhtml#a67a0db04d321a74b7e7fcfd3f1a3f70ba505a83f220c02df2f85c3810cd9ceb38">armnn::Status::Success</a>);</div><div class="line"><a name="l00043"></a><span class="lineno"> 43</span> }</div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span> </div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span> <span class="preprocessor">#ifdef ARMNN_LEAK_CHECKING_ENABLED</span></div><div class="line"><a name="l00046"></a><span class="lineno"> 46</span> <a class="code" href="_cl_runtime_tests_8cpp.xhtml#a3f24de9be2ff1191339665c7e1614791">BOOST_AUTO_TEST_CASE</a>(RuntimeMemoryLeaksGpuAcc)</div><div class="line"><a name="l00047"></a><span class="lineno"> 47</span> {</div><div class="line"><a name="l00048"></a><span class="lineno"> 48</span>  BOOST_TEST(<a class="code" href="_leak_checking_8hpp.xhtml#a5a5dabd7febb3bf4702e197cd460db31">ARMNN_LEAK_CHECKER_IS_ACTIVE</a>());</div><div class="line"><a name="l00049"></a><span class="lineno"> 49</span>  <a class="code" href="structarmnn_1_1_i_runtime_1_1_creation_options.xhtml">armnn::IRuntime::CreationOptions</a> options;</div><div class="line"><a name="l00050"></a><span class="lineno"> 50</span>  <a class="code" href="structarmnn_1_1_runtime_impl.xhtml">armnn::RuntimeImpl</a> runtime(options);</div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span>  <a class="code" href="namespacearmnn.xhtml#a27e785ad7e11ffaa55b7679130085681">armnn::RuntimeLoadedNetworksReserve</a>(&runtime);</div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span> </div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span>  std::vector<armnn::BackendId> backends = {<a class="code" href="namespacearmnn.xhtml#ae2f04a162585c0a5222a537efd5456aeafaa4524e3df19ada32643ce9a222362b">armnn::Compute::GpuAcc</a>};</div><div class="line"><a name="l00054"></a><span class="lineno"> 54</span>  {</div><div class="line"><a name="l00055"></a><span class="lineno"> 55</span>  <span class="comment">// Do a warmup of this so we make sure that all one-time</span></div><div class="line"><a name="l00056"></a><span class="lineno"> 56</span>  <span class="comment">// initialization happens before we do the leak checking.</span></div><div class="line"><a name="l00057"></a><span class="lineno"> 57</span>  CreateAndDropDummyNetwork(backends, runtime);</div><div class="line"><a name="l00058"></a><span class="lineno"> 58</span>  }</div><div class="line"><a name="l00059"></a><span class="lineno"> 59</span> </div><div class="line"><a name="l00060"></a><span class="lineno"> 60</span>  {</div><div class="line"><a name="l00061"></a><span class="lineno"> 61</span>  <a class="code" href="_leak_checking_8hpp.xhtml#a36be82c2b683b814469300800e05a20c">ARMNN_SCOPED_LEAK_CHECKER</a>(<span class="stringliteral">"LoadAndUnloadNetworkGpuAcc"</span>);</div><div class="line"><a name="l00062"></a><span class="lineno"> 62</span>  BOOST_TEST(<a class="code" href="_leak_checking_8hpp.xhtml#adaae3648a8a125ec0ffe5e9aefd2a17e">ARMNN_NO_LEAKS_IN_SCOPE</a>());</div><div class="line"><a name="l00063"></a><span class="lineno"> 63</span>  <span class="comment">// In the second run we check for all remaining memory</span></div><div class="line"><a name="l00064"></a><span class="lineno"> 64</span>  <span class="comment">// in use after the network was unloaded. If there is any</span></div><div class="line"><a name="l00065"></a><span class="lineno"> 65</span>  <span class="comment">// then it will be treated as a memory leak.</span></div><div class="line"><a name="l00066"></a><span class="lineno"> 66</span>  CreateAndDropDummyNetwork(backends, runtime);</div><div class="line"><a name="l00067"></a><span class="lineno"> 67</span>  BOOST_TEST(<a class="code" href="_leak_checking_8hpp.xhtml#adaae3648a8a125ec0ffe5e9aefd2a17e">ARMNN_NO_LEAKS_IN_SCOPE</a>());</div><div class="line"><a name="l00068"></a><span class="lineno"> 68</span>  BOOST_TEST(<a class="code" href="_leak_checking_8hpp.xhtml#a469b092b942872fb939dbf2684d7e8e5">ARMNN_BYTES_LEAKED_IN_SCOPE</a>() == 0);</div><div class="line"><a name="l00069"></a><span class="lineno"> 69</span>  BOOST_TEST(<a class="code" href="_leak_checking_8hpp.xhtml#ad47a18b9752f3dad8d4b15351913211c">ARMNN_OBJECTS_LEAKED_IN_SCOPE</a>() == 0);</div><div class="line"><a name="l00070"></a><span class="lineno"> 70</span>  }</div><div class="line"><a name="l00071"></a><span class="lineno"> 71</span> }</div><div class="line"><a name="l00072"></a><span class="lineno"> 72</span> <span class="preprocessor">#endif</span></div><div class="line"><a name="l00073"></a><span class="lineno"> 73</span> </div><div class="line"><a name="l00074"></a><span class="lineno"> 74</span> <span class="comment">// Note: this part of the code is due to be removed when we fully trust the gperftools based results.</span></div><div class="line"><a name="l00075"></a><span class="lineno"> 75</span> <span class="preprocessor">#if defined(WITH_VALGRIND)</span></div><div class="line"><a name="l00076"></a><span class="lineno"> 76</span> <a class="code" href="_cl_runtime_tests_8cpp.xhtml#a3f24de9be2ff1191339665c7e1614791">BOOST_AUTO_TEST_CASE</a>(RuntimeMemoryUsage)</div><div class="line"><a name="l00077"></a><span class="lineno"> 77</span> {</div><div class="line"><a name="l00078"></a><span class="lineno"> 78</span>  <span class="comment">// From documentation:</span></div><div class="line"><a name="l00079"></a><span class="lineno"> 79</span> </div><div class="line"><a name="l00080"></a><span class="lineno"> 80</span>  <span class="comment">// This means that no pointer to the block can be found. The block is classified as "lost",</span></div><div class="line"><a name="l00081"></a><span class="lineno"> 81</span>  <span class="comment">// because the programmer could not possibly have freed it at program exit, since no pointer to it exists.</span></div><div class="line"><a name="l00082"></a><span class="lineno"> 82</span>  <span class="keywordtype">unsigned</span> <span class="keywordtype">long</span> leakedBefore = 0;</div><div class="line"><a name="l00083"></a><span class="lineno"> 83</span>  <span class="keywordtype">unsigned</span> <span class="keywordtype">long</span> leakedAfter = 0;</div><div class="line"><a name="l00084"></a><span class="lineno"> 84</span> </div><div class="line"><a name="l00085"></a><span class="lineno"> 85</span>  <span class="comment">// A start-pointer or chain of start-pointers to the block is found. Since the block is still pointed at,</span></div><div class="line"><a name="l00086"></a><span class="lineno"> 86</span>  <span class="comment">// the programmer could, at least in principle, have freed it before program exit.</span></div><div class="line"><a name="l00087"></a><span class="lineno"> 87</span>  <span class="comment">// We want to test this in case memory is not freed as early as it could have been.</span></div><div class="line"><a name="l00088"></a><span class="lineno"> 88</span>  <span class="keywordtype">unsigned</span> <span class="keywordtype">long</span> reachableBefore = 0;</div><div class="line"><a name="l00089"></a><span class="lineno"> 89</span>  <span class="keywordtype">unsigned</span> <span class="keywordtype">long</span> reachableAfter = 0;</div><div class="line"><a name="l00090"></a><span class="lineno"> 90</span> </div><div class="line"><a name="l00091"></a><span class="lineno"> 91</span>  <span class="comment">// Needed as out params but we don't test them.</span></div><div class="line"><a name="l00092"></a><span class="lineno"> 92</span>  <span class="keywordtype">unsigned</span> <span class="keywordtype">long</span> dubious = 0;</div><div class="line"><a name="l00093"></a><span class="lineno"> 93</span>  <span class="keywordtype">unsigned</span> <span class="keywordtype">long</span> suppressed = 0;</div><div class="line"><a name="l00094"></a><span class="lineno"> 94</span> </div><div class="line"><a name="l00095"></a><span class="lineno"> 95</span>  <span class="comment">// Ensure that runtime is large enough before checking for memory leaks.</span></div><div class="line"><a name="l00096"></a><span class="lineno"> 96</span>  <span class="comment">// Otherwise, when loading the network, it will automatically reserve memory that won't be released</span></div><div class="line"><a name="l00097"></a><span class="lineno"> 97</span>  <span class="comment">// until destruction.</span></div><div class="line"><a name="l00098"></a><span class="lineno"> 98</span>  <a class="code" href="namespacearmnn.xhtml#a83015160d8c67d5d77735eb0d4033d9a">armnn::NetworkId</a> networkIdentifier;</div><div class="line"><a name="l00099"></a><span class="lineno"> 99</span>  <a class="code" href="structarmnn_1_1_i_runtime_1_1_creation_options.xhtml">armnn::IRuntime::CreationOptions</a> options;</div><div class="line"><a name="l00100"></a><span class="lineno"> 100</span>  armnn::Runtime runtime(options);</div><div class="line"><a name="l00101"></a><span class="lineno"> 101</span>  <a class="code" href="namespacearmnn.xhtml#a27e785ad7e11ffaa55b7679130085681">armnn::RuntimeLoadedNetworksReserve</a>(&runtime);</div><div class="line"><a name="l00102"></a><span class="lineno"> 102</span> </div><div class="line"><a name="l00103"></a><span class="lineno"> 103</span>  <span class="comment">// Checks for leaks before we load the network and record them so that we can see the delta after unloading.</span></div><div class="line"><a name="l00104"></a><span class="lineno"> 104</span>  VALGRIND_DO_QUICK_LEAK_CHECK;</div><div class="line"><a name="l00105"></a><span class="lineno"> 105</span>  VALGRIND_COUNT_LEAKS(leakedBefore, dubious, reachableBefore, suppressed);</div><div class="line"><a name="l00106"></a><span class="lineno"> 106</span> </div><div class="line"><a name="l00107"></a><span class="lineno"> 107</span>  <span class="comment">// build a mock-network and load it into the runtime</span></div><div class="line"><a name="l00108"></a><span class="lineno"> 108</span>  std::vector<armnn::BackendId> backends = {<a class="code" href="namespacearmnn.xhtml#ae2f04a162585c0a5222a537efd5456aeafaa4524e3df19ada32643ce9a222362b">armnn::Compute::GpuAcc</a>};</div><div class="line"><a name="l00109"></a><span class="lineno"> 109</span>  {</div><div class="line"><a name="l00110"></a><span class="lineno"> 110</span>  <a class="code" href="classarmnn_1_1_tensor_info.xhtml">armnn::TensorInfo</a> inputTensorInfo(<a class="code" href="classarmnn_1_1_tensor_shape.xhtml">armnn::TensorShape</a>({ 7, 7 }), <a class="code" href="namespacearmnn.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a166495adc0d0f53bee6baecc577f5204">armnn::DataType::Float32</a>);</div><div class="line"><a name="l00111"></a><span class="lineno"> 111</span>  <a class="code" href="classarmnn_1_1_tensor_info.xhtml">armnn::TensorInfo</a> outputTensorInfo(<a class="code" href="classarmnn_1_1_tensor_shape.xhtml">armnn::TensorShape</a>({ 7, 7 }), <a class="code" href="namespacearmnn.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a166495adc0d0f53bee6baecc577f5204">armnn::DataType::Float32</a>);</div><div class="line"><a name="l00112"></a><span class="lineno"> 112</span> </div><div class="line"><a name="l00113"></a><span class="lineno"> 113</span>  <a class="code" href="namespacearmnn.xhtml#ace74f6f9feb95a964a49d79458232703">armnn::INetworkPtr</a> mockNetwork(<a class="code" href="classarmnn_1_1_i_network.xhtml#a464f0ff87b1aabf71febaa71321dd40b">armnn::INetwork::Create</a>());</div><div class="line"><a name="l00114"></a><span class="lineno"> 114</span> </div><div class="line"><a name="l00115"></a><span class="lineno"> 115</span>  <a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml">armnn::IConnectableLayer</a>* input = mockNetwork->AddInputLayer(0, <span class="stringliteral">"input"</span>);</div><div class="line"><a name="l00116"></a><span class="lineno"> 116</span>  <a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml">armnn::IConnectableLayer</a>* layer = mockNetwork->AddActivationLayer(<a class="code" href="structarmnn_1_1_activation_descriptor.xhtml">armnn::ActivationDescriptor</a>(), <span class="stringliteral">"test"</span>);</div><div class="line"><a name="l00117"></a><span class="lineno"> 117</span>  <a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml">armnn::IConnectableLayer</a>* output = mockNetwork->AddOutputLayer(0, <span class="stringliteral">"output"</span>);</div><div class="line"><a name="l00118"></a><span class="lineno"> 118</span> </div><div class="line"><a name="l00119"></a><span class="lineno"> 119</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>(layer-><a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml#a6ec9e0eb66d7d6a01240492a0b18104c">GetInputSlot</a>(0));</div><div class="line"><a name="l00120"></a><span class="lineno"> 120</span>  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#ac1835f8756a9f03c02fcf9664e3a0fce">Connect</a>(output-><a class="code" href="classarmnn_1_1_i_connectable_layer.xhtml#a6ec9e0eb66d7d6a01240492a0b18104c">GetInputSlot</a>(0));</div><div class="line"><a name="l00121"></a><span class="lineno"> 121</span> </div><div class="line"><a name="l00122"></a><span class="lineno"> 122</span>  <span class="comment">// Sets the tensors in the network.</span></div><div class="line"><a name="l00123"></a><span class="lineno"> 123</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>(inputTensorInfo);</div><div class="line"><a name="l00124"></a><span class="lineno"> 124</span>  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#a5ee4a6c9a2481245487b1b1a70d20fd0">SetTensorInfo</a>(outputTensorInfo);</div><div class="line"><a name="l00125"></a><span class="lineno"> 125</span> </div><div class="line"><a name="l00126"></a><span class="lineno"> 126</span>  <span class="comment">// optimize the network</span></div><div class="line"><a name="l00127"></a><span class="lineno"> 127</span>  <a class="code" href="namespacearmnn.xhtml#a674efcf6cbdb9e831d653ff0e821fb38">armnn::IOptimizedNetworkPtr</a> optNet = <a class="code" href="namespacearmnn.xhtml#a82e98ef05fd67036d1195ba17174d685">Optimize</a>(*mockNetwork, backends, runtime.GetDeviceSpec());</div><div class="line"><a name="l00128"></a><span class="lineno"> 128</span> </div><div class="line"><a name="l00129"></a><span class="lineno"> 129</span>  runtime.LoadNetwork(networkIdentifier, std::move(optNet));</div><div class="line"><a name="l00130"></a><span class="lineno"> 130</span>  }</div><div class="line"><a name="l00131"></a><span class="lineno"> 131</span> </div><div class="line"><a name="l00132"></a><span class="lineno"> 132</span>  runtime.UnloadNetwork(networkIdentifier);</div><div class="line"><a name="l00133"></a><span class="lineno"> 133</span> </div><div class="line"><a name="l00134"></a><span class="lineno"> 134</span>  VALGRIND_DO_ADDED_LEAK_CHECK;</div><div class="line"><a name="l00135"></a><span class="lineno"> 135</span>  VALGRIND_COUNT_LEAKS(leakedAfter, dubious, reachableAfter, suppressed);</div><div class="line"><a name="l00136"></a><span class="lineno"> 136</span> </div><div class="line"><a name="l00137"></a><span class="lineno"> 137</span>  <span class="comment">// If we're not running under Valgrind, these vars will have been initialised to 0, so this will always pass.</span></div><div class="line"><a name="l00138"></a><span class="lineno"> 138</span>  BOOST_TEST(leakedBefore == leakedAfter);</div><div class="line"><a name="l00139"></a><span class="lineno"> 139</span> </div><div class="line"><a name="l00140"></a><span class="lineno"> 140</span>  <span class="comment">// Add resonable threshold after and before running valgrind with the ACL clear cache function.</span></div><div class="line"><a name="l00141"></a><span class="lineno"> 141</span>  <span class="comment">// TODO Threshold set to 80k until the root cause of the memory leakage is found and fixed. Revert threshold</span></div><div class="line"><a name="l00142"></a><span class="lineno"> 142</span>  <span class="comment">// value to 1024 when fixed.</span></div><div class="line"><a name="l00143"></a><span class="lineno"> 143</span>  BOOST_TEST(static_cast<long>(reachableAfter) - static_cast<long>(reachableBefore) < 81920);</div><div class="line"><a name="l00144"></a><span class="lineno"> 144</span> </div><div class="line"><a name="l00145"></a><span class="lineno"> 145</span>  <span class="comment">// These are needed because VALGRIND_COUNT_LEAKS is a macro that assigns to the parameters</span></div><div class="line"><a name="l00146"></a><span class="lineno"> 146</span>  <span class="comment">// so they are assigned to, but still considered unused, causing a warning.</span></div><div class="line"><a name="l00147"></a><span class="lineno"> 147</span>  <a class="code" href="namespacearmnn.xhtml#a44affeeb090c3c6a3062830562672e84">IgnoreUnused</a>(dubious);</div><div class="line"><a name="l00148"></a><span class="lineno"> 148</span>  <a class="code" href="namespacearmnn.xhtml#a44affeeb090c3c6a3062830562672e84">IgnoreUnused</a>(suppressed);</div><div class="line"><a name="l00149"></a><span class="lineno"> 149</span> }</div><div class="line"><a name="l00150"></a><span class="lineno"> 150</span> <span class="preprocessor">#endif</span></div><div class="line"><a name="l00151"></a><span class="lineno"> 151</span> </div><div class="line"><a name="l00152"></a><span class="lineno"><a class="line" href="_cl_runtime_tests_8cpp.xhtml#aaf851dc3a26a4bbd3b9cd28170d57759"> 152</a></span> <a class="code" href="_cl_runtime_tests_8cpp.xhtml#a3f24de9be2ff1191339665c7e1614791">BOOST_AUTO_TEST_CASE</a>(ProfilingPostOptimisationStructureGpuAcc)</div><div class="line"><a name="l00153"></a><span class="lineno"> 153</span> {</div><div class="line"><a name="l00154"></a><span class="lineno"> 154</span>  <a class="code" href="_profiling_test_utils_8cpp.xhtml#a63249ab17e3797a6c5e3c187a17dbce4">VerifyPostOptimisationStructureTestImpl</a>(<a class="code" href="namespacearmnn.xhtml#ae2f04a162585c0a5222a537efd5456aeafaa4524e3df19ada32643ce9a222362b">armnn::Compute::GpuAcc</a>);</div><div class="line"><a name="l00155"></a><span class="lineno"> 155</span> }</div><div class="line"><a name="l00156"></a><span class="lineno"> 156</span> </div><div class="line"><a name="l00157"></a><span class="lineno"> 157</span> <a class="code" href="_profiler_tests_8cpp.xhtml#af7f71af5c6c124222dd1c42c5df892f4">BOOST_AUTO_TEST_SUITE_END</a>()</div><div class="ttc" id="_leak_checking_8hpp_xhtml_a36be82c2b683b814469300800e05a20c"><div class="ttname"><a href="_leak_checking_8hpp.xhtml#a36be82c2b683b814469300800e05a20c">ARMNN_SCOPED_LEAK_CHECKER</a></div><div class="ttdeci">#define ARMNN_SCOPED_LEAK_CHECKER(TAG)</div><div class="ttdef"><b>Definition:</b> <a href="_leak_checking_8hpp_source.xhtml#l00088">LeakChecking.hpp:88</a></div></div>
<div class="ttc" id="_output_shape_of_squeeze_8cpp_xhtml_ae3a6cb217a792718f2bd0e8f45e3ca9e"><div class="ttname"><a href="_output_shape_of_squeeze_8cpp.xhtml#ae3a6cb217a792718f2bd0e8f45e3ca9e">BOOST_AUTO_TEST_SUITE</a></div><div class="ttdeci">BOOST_AUTO_TEST_SUITE(TensorflowLiteParser)</div></div>
<div class="ttc" id="_ignore_unused_8hpp_xhtml"><div class="ttname"><a href="_ignore_unused_8hpp.xhtml">IgnoreUnused.hpp</a></div></div>
<div class="ttc" id="classarmnn_1_1_i_runtime_xhtml_ad44ecd3700748dc30dc4bbe34ba5bde7"><div class="ttname"><a href="classarmnn_1_1_i_runtime.xhtml#ad44ecd3700748dc30dc4bbe34ba5bde7">armnn::IRuntime::Create</a></div><div class="ttdeci">static IRuntimePtr Create(const CreationOptions &options)</div><div class="ttdef"><b>Definition:</b> <a href="_runtime_8cpp_source.xhtml#l00037">Runtime.cpp:37</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#l00062">INetwork.hpp:62</a></div></div>
<div class="ttc" id="_profiling_test_utils_8cpp_xhtml_a63249ab17e3797a6c5e3c187a17dbce4"><div class="ttname"><a href="_profiling_test_utils_8cpp.xhtml#a63249ab17e3797a6c5e3c187a17dbce4">VerifyPostOptimisationStructureTestImpl</a></div><div class="ttdeci">void VerifyPostOptimisationStructureTestImpl(armnn::BackendId backendId)</div><div class="ttdef"><b>Definition:</b> <a href="_profiling_test_utils_8cpp_source.xhtml#l00361">ProfilingTestUtils.cpp:361</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="namespacearmnn_xhtml_a150468a02bd7b2d2d061c4aaaee939f0"><div class="ttname"><a href="namespacearmnn.xhtml#a150468a02bd7b2d2d061c4aaaee939f0">armnn::IRuntimePtr</a></div><div class="ttdeci">std::unique_ptr< IRuntime, void(*)(IRuntime *runtime)> IRuntimePtr</div><div class="ttdef"><b>Definition:</b> <a href="_i_runtime_8hpp_source.xhtml#l00026">IRuntime.hpp:26</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml_a83015160d8c67d5d77735eb0d4033d9a"><div class="ttname"><a href="namespacearmnn.xhtml#a83015160d8c67d5d77735eb0d4033d9a">armnn::NetworkId</a></div><div class="ttdeci">int NetworkId</div><div class="ttdef"><b>Definition:</b> <a href="_i_runtime_8hpp_source.xhtml#l00020">IRuntime.hpp:20</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml_a44affeeb090c3c6a3062830562672e84"><div class="ttname"><a href="namespacearmnn.xhtml#a44affeeb090c3c6a3062830562672e84">armnn::IgnoreUnused</a></div><div class="ttdeci">void IgnoreUnused(Ts &&...)</div><div class="ttdef"><b>Definition:</b> <a href="_ignore_unused_8hpp_source.xhtml#l00014">IgnoreUnused.hpp:14</a></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="_runtime_tests_8hpp_xhtml"><div class="ttname"><a href="_runtime_tests_8hpp.xhtml">RuntimeTests.hpp</a></div></div>
<div class="ttc" id="classarmnn_1_1_i_output_slot_xhtml_a5ee4a6c9a2481245487b1b1a70d20fd0"><div class="ttname"><a href="classarmnn_1_1_i_output_slot.xhtml#a5ee4a6c9a2481245487b1b1a70d20fd0">armnn::IOutputSlot::SetTensorInfo</a></div><div class="ttdeci">virtual void SetTensorInfo(const TensorInfo &tensorInfo)=0</div></div>
<div class="ttc" id="_leak_checking_8hpp_xhtml_a5a5dabd7febb3bf4702e197cd460db31"><div class="ttname"><a href="_leak_checking_8hpp.xhtml#a5a5dabd7febb3bf4702e197cd460db31">ARMNN_LEAK_CHECKER_IS_ACTIVE</a></div><div class="ttdeci">#define ARMNN_LEAK_CHECKER_IS_ACTIVE()</div><div class="ttdef"><b>Definition:</b> <a href="_leak_checking_8hpp_source.xhtml#l00089">LeakChecking.hpp:89</a></div></div>
<div class="ttc" id="_leak_checking_8hpp_xhtml_ad47a18b9752f3dad8d4b15351913211c"><div class="ttname"><a href="_leak_checking_8hpp.xhtml#ad47a18b9752f3dad8d4b15351913211c">ARMNN_OBJECTS_LEAKED_IN_SCOPE</a></div><div class="ttdeci">#define ARMNN_OBJECTS_LEAKED_IN_SCOPE()</div><div class="ttdef"><b>Definition:</b> <a href="_leak_checking_8hpp_source.xhtml#l00092">LeakChecking.hpp:92</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml_a67a0db04d321a74b7e7fcfd3f1a3f70ba505a83f220c02df2f85c3810cd9ceb38"><div class="ttname"><a href="namespacearmnn.xhtml#a67a0db04d321a74b7e7fcfd3f1a3f70ba505a83f220c02df2f85c3810cd9ceb38">armnn::Status::Success</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml_a27e785ad7e11ffaa55b7679130085681"><div class="ttname"><a href="namespacearmnn.xhtml#a27e785ad7e11ffaa55b7679130085681">armnn::RuntimeLoadedNetworksReserve</a></div><div class="ttdeci">void RuntimeLoadedNetworksReserve(armnn::RuntimeImpl *runtime)</div><div class="ttdef"><b>Definition:</b> <a href="_runtime_tests_8cpp_source.xhtml#l00030">RuntimeTests.cpp:30</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml_a82e98ef05fd67036d1195ba17174d685"><div class="ttname"><a href="namespacearmnn.xhtml#a82e98ef05fd67036d1195ba17174d685">armnn::Optimize</a></div><div class="ttdeci">IOptimizedNetworkPtr Optimize(const INetwork &network, const std::vector< BackendId > &backendPreferences, const IDeviceSpec &deviceSpec, const OptimizerOptions &options=OptimizerOptions(), Optional< std::vector< std::string > &> messages=EmptyOptional())</div><div class="ttdoc">Create an optimized version of the network. </div><div class="ttdef"><b>Definition:</b> <a href="_network_8cpp_source.xhtml#l01502">Network.cpp:1502</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml_a674efcf6cbdb9e831d653ff0e821fb38"><div class="ttname"><a href="namespacearmnn.xhtml#a674efcf6cbdb9e831d653ff0e821fb38">armnn::IOptimizedNetworkPtr</a></div><div class="ttdeci">std::unique_ptr< IOptimizedNetwork, void(*)(IOptimizedNetwork *network)> IOptimizedNetworkPtr</div><div class="ttdef"><b>Definition:</b> <a href="_i_network_8hpp_source.xhtml#l00174">INetwork.hpp:174</a></div></div>
<div class="ttc" id="_runtime_test_impl_8hpp_xhtml"><div class="ttname"><a href="_runtime_test_impl_8hpp.xhtml">RuntimeTestImpl.hpp</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml_ae2f04a162585c0a5222a537efd5456aeafaa4524e3df19ada32643ce9a222362b"><div class="ttname"><a href="namespacearmnn.xhtml#ae2f04a162585c0a5222a537efd5456aeafaa4524e3df19ada32643ce9a222362b">armnn::Compute::GpuAcc</a></div><div class="ttdoc">GPU Execution: OpenCL: ArmCompute. </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#l00025">Descriptors.hpp:25</a></div></div>
<div class="ttc" id="structarmnn_1_1_runtime_impl_xhtml"><div class="ttname"><a href="structarmnn_1_1_runtime_impl.xhtml">armnn::RuntimeImpl</a></div><div class="ttdef"><b>Definition:</b> <a href="_runtime_8hpp_source.xhtml#l00030">Runtime.hpp:30</a></div></div>
<div class="ttc" id="structarmnn_1_1_i_runtime_1_1_creation_options_xhtml"><div class="ttname"><a href="structarmnn_1_1_i_runtime_1_1_creation_options.xhtml">armnn::IRuntime::CreationOptions</a></div><div class="ttdef"><b>Definition:</b> <a href="_i_runtime_8hpp_source.xhtml#l00043">IRuntime.hpp:43</a></div></div>
<div class="ttc" id="_leak_checking_8hpp_xhtml"><div class="ttname"><a href="_leak_checking_8hpp.xhtml">LeakChecking.hpp</a></div></div>
<div class="ttc" id="_profiler_tests_8cpp_xhtml_af7f71af5c6c124222dd1c42c5df892f4"><div class="ttname"><a href="_profiler_tests_8cpp.xhtml#af7f71af5c6c124222dd1c42c5df892f4">BOOST_AUTO_TEST_SUITE_END</a></div><div class="ttdeci">BOOST_AUTO_TEST_SUITE_END()</div></div>
<div class="ttc" id="_cl_runtime_tests_8cpp_xhtml_a3f24de9be2ff1191339665c7e1614791"><div class="ttname"><a href="_cl_runtime_tests_8cpp.xhtml#a3f24de9be2ff1191339665c7e1614791">BOOST_AUTO_TEST_CASE</a></div><div class="ttdeci">BOOST_AUTO_TEST_CASE(RuntimeValidateGpuDeviceSupportLayerNoFallback)</div><div class="ttdef"><b>Definition:</b> <a href="_cl_runtime_tests_8cpp_source.xhtml#l00022">ClRuntimeTests.cpp:22</a></div></div>
<div class="ttc" id="_leak_checking_8hpp_xhtml_adaae3648a8a125ec0ffe5e9aefd2a17e"><div class="ttname"><a href="_leak_checking_8hpp.xhtml#adaae3648a8a125ec0ffe5e9aefd2a17e">ARMNN_NO_LEAKS_IN_SCOPE</a></div><div class="ttdeci">#define ARMNN_NO_LEAKS_IN_SCOPE()</div><div class="ttdef"><b>Definition:</b> <a href="_leak_checking_8hpp_source.xhtml#l00090">LeakChecking.hpp:90</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="namespacearmnn_xhtml_ad8ed01ff3ff33333d8e19db4d2818bb6a166495adc0d0f53bee6baecc577f5204"><div class="ttname"><a href="namespacearmnn.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a166495adc0d0f53bee6baecc577f5204">armnn::DataType::Float32</a></div></div>
<div class="ttc" id="classarmnn_1_1_i_connectable_layer_xhtml_a80ac4eda2e7f2757ec9dd96fc96dbd16"><div class="ttname"><a href="classarmnn_1_1_i_connectable_layer.xhtml#a80ac4eda2e7f2757ec9dd96fc96dbd16">armnn::IConnectableLayer::GetOutputSlot</a></div><div class="ttdeci">virtual const IOutputSlot & 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="_profiling_test_utils_8hpp_xhtml"><div class="ttname"><a href="_profiling_test_utils_8hpp.xhtml">ProfilingTestUtils.hpp</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#l00173">INetwork.hpp:173</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_i_network_xhtml_a464f0ff87b1aabf71febaa71321dd40b"><div class="ttname"><a href="classarmnn_1_1_i_network.xhtml#a464f0ff87b1aabf71febaa71321dd40b">armnn::INetwork::Create</a></div><div class="ttdeci">static INetworkPtr Create(NetworkOptions networkOptions={})</div><div class="ttdef"><b>Definition:</b> <a href="_network_8cpp_source.xhtml#l00510">Network.cpp:510</a></div></div>
<div class="ttc" id="_leak_checking_8hpp_xhtml_a469b092b942872fb939dbf2684d7e8e5"><div class="ttname"><a href="_leak_checking_8hpp.xhtml#a469b092b942872fb939dbf2684d7e8e5">ARMNN_BYTES_LEAKED_IN_SCOPE</a></div><div class="ttdeci">#define ARMNN_BYTES_LEAKED_IN_SCOPE()</div><div class="ttdef"><b>Definition:</b> <a href="_leak_checking_8hpp_source.xhtml#l00091">LeakChecking.hpp:91</a></div></div>
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