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<div class="title">CommonTestUtils.hpp</div> </div>
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<a href="_common_test_utils_8hpp.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span>&#160;<span class="comment">//</span></div>
<div class="line"><a name="l00002"></a><span class="lineno"> 2</span>&#160;<span class="comment">// Copyright © 2017,2022 Arm Ltd and Contributors. All rights reserved.</span></div>
<div class="line"><a name="l00003"></a><span class="lineno"> 3</span>&#160;<span class="comment">// SPDX-License-Identifier: MIT</span></div>
<div class="line"><a name="l00004"></a><span class="lineno"> 4</span>&#160;<span class="comment">//</span></div>
<div class="line"><a name="l00005"></a><span class="lineno"> 5</span>&#160; </div>
<div class="line"><a name="l00006"></a><span class="lineno"> 6</span>&#160;<span class="preprocessor">#pragma once</span></div>
<div class="line"><a name="l00007"></a><span class="lineno"> 7</span>&#160; </div>
<div class="line"><a name="l00008"></a><span class="lineno"> 8</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="_test_utils_8hpp.html">TestUtils.hpp</a>&quot;</span></div>
<div class="line"><a name="l00009"></a><span class="lineno"> 9</span>&#160; </div>
<div class="line"><a name="l00010"></a><span class="lineno"> 10</span>&#160;<span class="preprocessor">#include &lt;<a class="code" href="_graph_8hpp.html">Graph.hpp</a>&gt;</span></div>
<div class="line"><a name="l00011"></a><span class="lineno"> 11</span>&#160;<span class="preprocessor">#include &lt;<a class="code" href="_resolve_type_8hpp.html">ResolveType.hpp</a>&gt;</span></div>
<div class="line"><a name="l00012"></a><span class="lineno"> 12</span>&#160;<span class="preprocessor">#include &lt;<a class="code" href="_subgraph_view_selector_8hpp.html">SubgraphViewSelector.hpp</a>&gt;</span></div>
<div class="line"><a name="l00013"></a><span class="lineno"> 13</span>&#160; </div>
<div class="line"><a name="l00014"></a><span class="lineno"> 14</span>&#160;<span class="preprocessor">#include &lt;<a class="code" href="_backend_registry_8hpp.html">armnn/BackendRegistry.hpp</a>&gt;</span></div>
<div class="line"><a name="l00015"></a><span class="lineno"> 15</span>&#160;<span class="preprocessor">#include &lt;<a class="code" href="_types_8hpp.html">armnn/Types.hpp</a>&gt;</span></div>
<div class="line"><a name="l00016"></a><span class="lineno"> 16</span>&#160;<span class="preprocessor">#include &lt;<a class="code" href="_subgraph_view_8hpp.html">armnn/backends/SubgraphView.hpp</a>&gt;</span></div>
<div class="line"><a name="l00017"></a><span class="lineno"> 17</span>&#160;<span class="preprocessor">#include &lt;<a class="code" href="_tensor_handle_8hpp.html">armnn/backends/TensorHandle.hpp</a>&gt;</span></div>
<div class="line"><a name="l00018"></a><span class="lineno"> 18</span>&#160; </div>
<div class="line"><a name="l00019"></a><span class="lineno"> 19</span>&#160;<span class="preprocessor">#include &lt;algorithm&gt;</span></div>
<div class="line"><a name="l00020"></a><span class="lineno"> 20</span>&#160;<span class="preprocessor">#include &lt;random&gt;</span></div>
<div class="line"><a name="l00021"></a><span class="lineno"> 21</span>&#160;<span class="preprocessor">#include &lt;vector&gt;</span></div>
<div class="line"><a name="l00022"></a><span class="lineno"> 22</span>&#160; </div>
<div class="line"><a name="l00023"></a><span class="lineno"> 23</span>&#160;<span class="comment">// Checks that two collections have the exact same contents (in any order)</span></div>
<div class="line"><a name="l00024"></a><span class="lineno"> 24</span>&#160;<span class="comment">// The given collections do not have to contain duplicates</span></div>
<div class="line"><a name="l00025"></a><span class="lineno"> 25</span>&#160;<span class="comment">// Cannot use std::sort here because std lists have their own std::list::sort method</span></div>
<div class="line"><a name="l00026"></a><span class="lineno"> 26</span>&#160;<span class="keyword">template</span> &lt;<span class="keyword">typename</span> CollectionType&gt;</div>
<div class="line"><a name="l00027"></a><span class="lineno"><a class="line" href="_common_test_utils_8hpp.html#a551d3e8e273f6ff0f4fc4b0b56e1895d"> 27</a></span>&#160;<span class="keywordtype">bool</span> <a class="code" href="_common_test_utils_8hpp.html#a551d3e8e273f6ff0f4fc4b0b56e1895d">AreEqual</a>(<span class="keyword">const</span> CollectionType&amp; lhs, <span class="keyword">const</span> CollectionType&amp; rhs)</div>
<div class="line"><a name="l00028"></a><span class="lineno"> 28</span>&#160;{</div>
<div class="line"><a name="l00029"></a><span class="lineno"> 29</span>&#160; <span class="keywordflow">if</span> (lhs.size() != rhs.size())</div>
<div class="line"><a name="l00030"></a><span class="lineno"> 30</span>&#160; {</div>
<div class="line"><a name="l00031"></a><span class="lineno"> 31</span>&#160; <span class="keywordflow">return</span> <span class="keyword">false</span>;</div>
<div class="line"><a name="l00032"></a><span class="lineno"> 32</span>&#160; }</div>
<div class="line"><a name="l00033"></a><span class="lineno"> 33</span>&#160; </div>
<div class="line"><a name="l00034"></a><span class="lineno"> 34</span>&#160; <span class="keyword">auto</span> lhs_it = std::find_if(lhs.begin(), lhs.end(), [&amp;rhs](<span class="keyword">auto</span>&amp; item)</div>
<div class="line"><a name="l00035"></a><span class="lineno"> 35</span>&#160; {</div>
<div class="line"><a name="l00036"></a><span class="lineno"> 36</span>&#160; return std::find(rhs.begin(), rhs.end(), item) == rhs.end();</div>
<div class="line"><a name="l00037"></a><span class="lineno"> 37</span>&#160; });</div>
<div class="line"><a name="l00038"></a><span class="lineno"> 38</span>&#160; </div>
<div class="line"><a name="l00039"></a><span class="lineno"> 39</span>&#160; <span class="keywordflow">return</span> lhs_it == lhs.end();</div>
<div class="line"><a name="l00040"></a><span class="lineno"> 40</span>&#160;}</div>
<div class="line"><a name="l00041"></a><span class="lineno"> 41</span>&#160; </div>
<div class="line"><a name="l00042"></a><span class="lineno"> 42</span>&#160;<span class="comment">// Checks that the given collection contains the specified item</span></div>
<div class="line"><a name="l00043"></a><span class="lineno"> 43</span>&#160;<span class="keyword">template</span> &lt;<span class="keyword">typename</span> CollectionType&gt;</div>
<div class="line"><a name="l00044"></a><span class="lineno"><a class="line" href="_common_test_utils_8hpp.html#a5fa64e793b38cf9074e6fcdb2c9c7293"> 44</a></span>&#160;<span class="keywordtype">bool</span> <a class="code" href="_common_test_utils_8hpp.html#a5fa64e793b38cf9074e6fcdb2c9c7293">Contains</a>(<span class="keyword">const</span> CollectionType&amp; collection, <span class="keyword">const</span> <span class="keyword">typename</span> CollectionType::value_type&amp; item)</div>
<div class="line"><a name="l00045"></a><span class="lineno"> 45</span>&#160;{</div>
<div class="line"><a name="l00046"></a><span class="lineno"> 46</span>&#160; <span class="keywordflow">return</span> std::find(collection.begin(), collection.end(), item) != collection.end();</div>
<div class="line"><a name="l00047"></a><span class="lineno"> 47</span>&#160;}</div>
<div class="line"><a name="l00048"></a><span class="lineno"> 48</span>&#160; </div>
<div class="line"><a name="l00049"></a><span class="lineno"> 49</span>&#160;<span class="comment">// Checks that the given map contains the specified key</span></div>
<div class="line"><a name="l00050"></a><span class="lineno"> 50</span>&#160;<span class="keyword">template</span> &lt;<span class="keyword">typename</span> MapType&gt;</div>
<div class="line"><a name="l00051"></a><span class="lineno"><a class="line" href="_common_test_utils_8hpp.html#a34600ef61efcbbf11322f11ce2cfacab"> 51</a></span>&#160;<span class="keywordtype">bool</span> <a class="code" href="_common_test_utils_8hpp.html#a5fa64e793b38cf9074e6fcdb2c9c7293">Contains</a>(<span class="keyword">const</span> MapType&amp; map, <span class="keyword">const</span> <span class="keyword">typename</span> MapType::key_type&amp; key)</div>
<div class="line"><a name="l00052"></a><span class="lineno"> 52</span>&#160;{</div>
<div class="line"><a name="l00053"></a><span class="lineno"> 53</span>&#160; <span class="keywordflow">return</span> map.find(key) != map.end();</div>
<div class="line"><a name="l00054"></a><span class="lineno"> 54</span>&#160;}</div>
<div class="line"><a name="l00055"></a><span class="lineno"> 55</span>&#160; </div>
<div class="line"><a name="l00056"></a><span class="lineno"> 56</span>&#160;<span class="comment">// Utility template for comparing tensor elements</span></div>
<div class="line"><a name="l00057"></a><span class="lineno"> 57</span>&#160;<span class="keyword">template</span>&lt;armnn::DataType ArmnnType, <span class="keyword">typename</span> T = armnn::ResolveType&lt;ArmnnType&gt;&gt;</div>
<div class="line"><a name="l00058"></a><span class="lineno"><a class="line" href="_common_test_utils_8hpp.html#ae828f1d70436f4ad1e74a5c4ecf96929"> 58</a></span>&#160;<span class="keyword">inline</span> <span class="keywordtype">bool</span> <a class="code" href="_common_test_utils_8hpp.html#ae828f1d70436f4ad1e74a5c4ecf96929">Compare</a>(T a, T b, <span class="keywordtype">float</span> tolerance = 0.000001f)</div>
<div class="line"><a name="l00059"></a><span class="lineno"> 59</span>&#160;{</div>
<div class="line"><a name="l00060"></a><span class="lineno"> 60</span>&#160; <span class="keywordflow">if</span> (ArmnnType == <a class="code" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6a27226c864bac7454a8504f8edb15d95b">armnn::DataType::Boolean</a>)</div>
<div class="line"><a name="l00061"></a><span class="lineno"> 61</span>&#160; {</div>
<div class="line"><a name="l00062"></a><span class="lineno"> 62</span>&#160; <span class="comment">// NOTE: Boolean is represented as uint8_t (with zero equals</span></div>
<div class="line"><a name="l00063"></a><span class="lineno"> 63</span>&#160; <span class="comment">// false and everything else equals true), therefore values</span></div>
<div class="line"><a name="l00064"></a><span class="lineno"> 64</span>&#160; <span class="comment">// need to be casted to bool before comparing them</span></div>
<div class="line"><a name="l00065"></a><span class="lineno"> 65</span>&#160; <span class="keywordflow">return</span> <span class="keyword">static_cast&lt;</span><span class="keywordtype">bool</span><span class="keyword">&gt;</span>(a) == <span class="keyword">static_cast&lt;</span><span class="keywordtype">bool</span><span class="keyword">&gt;</span>(b);</div>
<div class="line"><a name="l00066"></a><span class="lineno"> 66</span>&#160; }</div>
<div class="line"><a name="l00067"></a><span class="lineno"> 67</span>&#160; </div>
<div class="line"><a name="l00068"></a><span class="lineno"> 68</span>&#160; <span class="comment">// NOTE: All other types can be cast to float and compared with</span></div>
<div class="line"><a name="l00069"></a><span class="lineno"> 69</span>&#160; <span class="comment">// a certain level of tolerance</span></div>
<div class="line"><a name="l00070"></a><span class="lineno"> 70</span>&#160; <span class="keywordflow">return</span> std::fabs(<span class="keyword">static_cast&lt;</span><span class="keywordtype">float</span><span class="keyword">&gt;</span>(a) - <span class="keyword">static_cast&lt;</span><span class="keywordtype">float</span><span class="keyword">&gt;</span>(b)) &lt;= tolerance;</div>
<div class="line"><a name="l00071"></a><span class="lineno"> 71</span>&#160;}</div>
<div class="line"><a name="l00072"></a><span class="lineno"> 72</span>&#160; </div>
<div class="line"><a name="l00073"></a><span class="lineno"> 73</span>&#160;<a class="code" href="classarmnn_1_1_subgraph_view.html#a5cc65e15002dbc33a5c8a7d6680e9a9d">armnn::SubgraphView::InputSlots</a> <a class="code" href="_common_test_utils_8hpp.html#a0fb7899a6c5808108263d16f187d2ff3">CreateInputsFrom</a>(<a class="code" href="classarmnn_1_1_layer.html">armnn::Layer</a>* layer,</div>
<div class="line"><a name="l00074"></a><span class="lineno"> 74</span>&#160; std::vector&lt;unsigned int&gt; ignoreSlots = {});</div>
<div class="line"><a name="l00075"></a><span class="lineno"> 75</span>&#160; </div>
<div class="line"><a name="l00076"></a><span class="lineno"> 76</span>&#160;<a class="code" href="classarmnn_1_1_subgraph_view.html#a5cc65e15002dbc33a5c8a7d6680e9a9d">armnn::SubgraphView::InputSlots</a> <a class="code" href="_common_test_utils_8hpp.html#a0fb7899a6c5808108263d16f187d2ff3">CreateInputsFrom</a>(<span class="keyword">const</span> std::vector&lt;armnn::Layer*&gt;&amp; layers,</div>
<div class="line"><a name="l00077"></a><span class="lineno"> 77</span>&#160; std::vector&lt;unsigned int&gt; ignoreSlots = {});</div>
<div class="line"><a name="l00078"></a><span class="lineno"> 78</span>&#160; </div>
<div class="line"><a name="l00079"></a><span class="lineno"> 79</span>&#160;<a class="code" href="classarmnn_1_1_subgraph_view.html#a78293334750ec5279eb9c96d56deaf08">armnn::SubgraphView::OutputSlots</a> <a class="code" href="_common_test_utils_8hpp.html#a42a94b723fe2a28cd2d942dc54321d02">CreateOutputsFrom</a>(<span class="keyword">const</span> std::vector&lt;armnn::Layer*&gt;&amp; layers);</div>
<div class="line"><a name="l00080"></a><span class="lineno"> 80</span>&#160; </div>
<div class="line"><a name="l00081"></a><span class="lineno"> 81</span>&#160;<a class="code" href="classarmnn_1_1_subgraph_view.html#ad5fc1b5213dcb72c0d4ac9dfb46ef677">armnn::SubgraphView::SubgraphViewPtr</a> <a class="code" href="_common_test_utils_8hpp.html#abf999283bc03f1bafd01680149ed7e3e">CreateSubgraphViewFrom</a>(<a class="code" href="classarmnn_1_1_subgraph_view.html#a5cc65e15002dbc33a5c8a7d6680e9a9d">armnn::SubgraphView::InputSlots</a>&amp;&amp; inputs,</div>
<div class="line"><a name="l00082"></a><span class="lineno"> 82</span>&#160; <a class="code" href="classarmnn_1_1_subgraph_view.html#a78293334750ec5279eb9c96d56deaf08">armnn::SubgraphView::OutputSlots</a>&amp;&amp; outputs,</div>
<div class="line"><a name="l00083"></a><span class="lineno"> 83</span>&#160; <a class="code" href="classarmnn_1_1_subgraph_view.html#a74798938fdaeae75c8adfa4a7439e7f9">armnn::SubgraphView::Layers</a>&amp;&amp; layers);</div>
<div class="line"><a name="l00084"></a><span class="lineno"> 84</span>&#160; </div>
<div class="line"><a name="l00085"></a><span class="lineno"> 85</span>&#160;<a class="code" href="namespacearmnn.html#ade0af9dacaa52cafdd701bef2e901c77">armnn::IBackendInternalUniquePtr</a> <a class="code" href="_common_test_utils_8hpp.html#a7a4090354279f08b1e27244bab25aa86">CreateBackendObject</a>(<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_backend_id.html">armnn::BackendId</a>&amp; backendId);</div>
<div class="line"><a name="l00086"></a><span class="lineno"> 86</span>&#160; </div>
<div class="line"><a name="l00087"></a><span class="lineno"> 87</span>&#160;<a class="code" href="classarmnn_1_1_tensor_shape.html">armnn::TensorShape</a> <a class="code" href="_common_test_utils_8hpp.html#a46d07efd379e728fc3df18a88ec878b0">MakeTensorShape</a>(<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> batches,</div>
<div class="line"><a name="l00088"></a><span class="lineno"> 88</span>&#160; <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> channels,</div>
<div class="line"><a name="l00089"></a><span class="lineno"> 89</span>&#160; <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> height,</div>
<div class="line"><a name="l00090"></a><span class="lineno"> 90</span>&#160; <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> width,</div>
<div class="line"><a name="l00091"></a><span class="lineno"> 91</span>&#160; <a class="code" href="namespacearmnn.html#ad1d5cce2d9e9a5d61c243e5c989112e0">armnn::DataLayout</a> layout);</div>
<div class="line"><a name="l00092"></a><span class="lineno"> 92</span>&#160; </div>
<div class="line"><a name="l00093"></a><span class="lineno"> 93</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> DataType&gt;</div>
<div class="line"><a name="l00094"></a><span class="lineno"> 94</span>&#160;<span class="keyword">static</span> std::vector&lt;DataType&gt; GenerateRandomData(<span class="keywordtype">size_t</span> size)</div>
<div class="line"><a name="l00095"></a><span class="lineno"> 95</span>&#160;{</div>
<div class="line"><a name="l00096"></a><span class="lineno"> 96</span>&#160; constexpr <span class="keywordtype">bool</span> isIntegerType = std::is_integral&lt;DataType&gt;::value;</div>
<div class="line"><a name="l00097"></a><span class="lineno"> 97</span>&#160; <span class="keyword">using</span> Distribution =</div>
<div class="line"><a name="l00098"></a><span class="lineno"> 98</span>&#160; <span class="keyword">typename</span> std::conditional&lt;isIntegerType,</div>
<div class="line"><a name="l00099"></a><span class="lineno"> 99</span>&#160; std::uniform_int_distribution&lt;DataType&gt;,</div>
<div class="line"><a name="l00100"></a><span class="lineno"> 100</span>&#160; std::uniform_real_distribution&lt;DataType&gt;&gt;::type;</div>
<div class="line"><a name="l00101"></a><span class="lineno"> 101</span>&#160; </div>
<div class="line"><a name="l00102"></a><span class="lineno"> 102</span>&#160; <span class="keyword">static</span> constexpr <a class="code" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6">DataType</a> lowerLimit = std::numeric_limits&lt;DataType&gt;::min();</div>
<div class="line"><a name="l00103"></a><span class="lineno"> 103</span>&#160; <span class="keyword">static</span> constexpr <a class="code" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6">DataType</a> upperLimit = std::numeric_limits&lt;DataType&gt;::max();</div>
<div class="line"><a name="l00104"></a><span class="lineno"> 104</span>&#160; </div>
<div class="line"><a name="l00105"></a><span class="lineno"> 105</span>&#160; <span class="keyword">static</span> Distribution distribution(lowerLimit, upperLimit);</div>
<div class="line"><a name="l00106"></a><span class="lineno"> 106</span>&#160; <span class="keyword">static</span> std::default_random_engine generator;</div>
<div class="line"><a name="l00107"></a><span class="lineno"> 107</span>&#160; </div>
<div class="line"><a name="l00108"></a><span class="lineno"> 108</span>&#160; std::vector&lt;DataType&gt; randomData(size);</div>
<div class="line"><a name="l00109"></a><span class="lineno"> 109</span>&#160; generate(randomData.begin(), randomData.end(), []() { return distribution(generator); });</div>
<div class="line"><a name="l00110"></a><span class="lineno"> 110</span>&#160; </div>
<div class="line"><a name="l00111"></a><span class="lineno"> 111</span>&#160; <span class="keywordflow">return</span> randomData;</div>
<div class="line"><a name="l00112"></a><span class="lineno"> 112</span>&#160;}</div>
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