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<div class="title">UtilsTests.cpp</div> </div>
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<a href="_utils_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> <span class="preprocessor">#include <boost/test/unit_test.hpp></span></div><div class="line"><a name="l00006"></a><span class="lineno"> 6</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="_backend_helper_8hpp.xhtml">armnn/BackendHelper.hpp</a>></span></div><div class="line"><a name="l00009"></a><span class="lineno"> 9</span> <span class="preprocessor">#include <<a class="code" href="_utils_8hpp.xhtml">armnn/Utils.hpp</a>></span></div><div class="line"><a name="l00010"></a><span class="lineno"> 10</span> <span class="preprocessor">#include <<a class="code" href="_types_8hpp.xhtml">armnn/Types.hpp</a>></span></div><div class="line"><a name="l00011"></a><span class="lineno"> 11</span> <span class="preprocessor">#include <<a class="code" href="_types_utils_8hpp.xhtml">armnn/TypesUtils.hpp</a>></span></div><div class="line"><a name="l00012"></a><span class="lineno"> 12</span> <span class="preprocessor">#include <<a class="code" href="_descriptors_8hpp.xhtml">armnn/Descriptors.hpp</a>></span></div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span> <span class="preprocessor">#include <<a class="code" href="_permute_8hpp.xhtml">armnnUtils/Permute.hpp</a>></span></div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span> <span class="preprocessor">#include <<a class="code" href="_graph_topological_sort_8hpp.xhtml">GraphTopologicalSort.hpp</a>></span></div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span> <span class="preprocessor">#include <<a class="code" href="_graph_8hpp.xhtml">Graph.hpp</a>></span></div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span> <span class="preprocessor">#include <<a class="code" href="_resolve_type_8hpp.xhtml">ResolveType.hpp</a>></span></div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span> </div><div class="line"><a name="l00018"></a><span class="lineno"> 18</span> <a class="code" href="_output_shape_of_squeeze_8cpp.xhtml#ae3a6cb217a792718f2bd0e8f45e3ca9e">BOOST_AUTO_TEST_SUITE</a>(Utils)</div><div class="line"><a name="l00019"></a><span class="lineno"> 19</span> </div><div class="line"><a name="l00020"></a><span class="lineno"><a class="line" href="_utils_tests_8cpp.xhtml#a3318a36fdb980622f80f76c95740018e"> 20</a></span> <a class="code" href="_utils_tests_8cpp.xhtml#a3318a36fdb980622f80f76c95740018e">BOOST_AUTO_TEST_CASE</a>(DataTypeSize)</div><div class="line"><a name="l00021"></a><span class="lineno"> 21</span> {</div><div class="line"><a name="l00022"></a><span class="lineno"> 22</span>  BOOST_TEST(<a class="code" href="namespacearmnn.xhtml#aa02b9e06fb20fa3c13da0427e6ee5ab2">armnn::GetDataTypeSize</a>(<a class="code" href="namespacearmnn.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a166495adc0d0f53bee6baecc577f5204">armnn::DataType::Float32</a>) == 4);</div><div class="line"><a name="l00023"></a><span class="lineno"> 23</span>  BOOST_TEST(<a class="code" href="namespacearmnn.xhtml#aa02b9e06fb20fa3c13da0427e6ee5ab2">armnn::GetDataTypeSize</a>(<a class="code" href="namespacearmnn.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a0a3f57c876f5a230244c38e1453a8a6e">armnn::DataType::QAsymmU8</a>) == 1);</div><div class="line"><a name="l00024"></a><span class="lineno"> 24</span>  BOOST_TEST(<a class="code" href="namespacearmnn.xhtml#aa02b9e06fb20fa3c13da0427e6ee5ab2">armnn::GetDataTypeSize</a>(<a class="code" href="namespacearmnn.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6accedffbc6e5308e33d3843e8bdc0dad7">armnn::DataType::Signed32</a>) == 4);</div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span>  BOOST_TEST(<a class="code" href="namespacearmnn.xhtml#aa02b9e06fb20fa3c13da0427e6ee5ab2">armnn::GetDataTypeSize</a>(<a class="code" href="namespacearmnn.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a27226c864bac7454a8504f8edb15d95b">armnn::DataType::Boolean</a>) == 1);</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> </div><div class="line"><a name="l00028"></a><span class="lineno"><a class="line" href="_utils_tests_8cpp.xhtml#ac5b40dacd8c5c14e92816a14cef9df3c"> 28</a></span> <a class="code" href="_utils_tests_8cpp.xhtml#a3318a36fdb980622f80f76c95740018e">BOOST_AUTO_TEST_CASE</a>(PermuteDescriptorWithTooManyMappings)</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>  BOOST_CHECK_THROW(<a class="code" href="structarmnn_1_1_permute_descriptor.xhtml">armnn::PermuteDescriptor</a>({ 0u, 1u, 2u, 3u, 4u, 5u }), <a class="code" href="classarmnn_1_1_invalid_argument_exception.xhtml">armnn::InvalidArgumentException</a>);</div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span> }</div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span> </div><div class="line"><a name="l00033"></a><span class="lineno"><a class="line" href="_utils_tests_8cpp.xhtml#a4177a0297cc117d1a0e9a5df023b911b"> 33</a></span> <a class="code" href="_utils_tests_8cpp.xhtml#a3318a36fdb980622f80f76c95740018e">BOOST_AUTO_TEST_CASE</a>(PermuteDescriptorWithInvalidMappings1d)</div><div class="line"><a name="l00034"></a><span class="lineno"> 34</span> {</div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span>  BOOST_CHECK_THROW(<a class="code" href="structarmnn_1_1_permute_descriptor.xhtml">armnn::PermuteDescriptor</a>({ 1u }), <a class="code" href="classarmnn_1_1_invalid_argument_exception.xhtml">armnn::InvalidArgumentException</a>);</div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span> }</div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span> </div><div class="line"><a name="l00038"></a><span class="lineno"><a class="line" href="_utils_tests_8cpp.xhtml#a97af3b0f5dd1bce84bee01f9508c42eb"> 38</a></span> <a class="code" href="_utils_tests_8cpp.xhtml#a3318a36fdb980622f80f76c95740018e">BOOST_AUTO_TEST_CASE</a>(PermuteDescriptorWithInvalidMappings2d)</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>  BOOST_CHECK_THROW(<a class="code" href="structarmnn_1_1_permute_descriptor.xhtml">armnn::PermuteDescriptor</a>({ 2u, 0u }), <a class="code" href="classarmnn_1_1_invalid_argument_exception.xhtml">armnn::InvalidArgumentException</a>);</div><div class="line"><a name="l00041"></a><span class="lineno"> 41</span> }</div><div class="line"><a name="l00042"></a><span class="lineno"> 42</span> </div><div class="line"><a name="l00043"></a><span class="lineno"><a class="line" href="_utils_tests_8cpp.xhtml#aab6bce9938905a82526bb7a33b89e91f"> 43</a></span> <a class="code" href="_utils_tests_8cpp.xhtml#a3318a36fdb980622f80f76c95740018e">BOOST_AUTO_TEST_CASE</a>(PermuteDescriptorWithInvalidMappings3d)</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>  BOOST_CHECK_THROW(<a class="code" href="structarmnn_1_1_permute_descriptor.xhtml">armnn::PermuteDescriptor</a>({ 0u, 3u, 1u }), <a class="code" href="classarmnn_1_1_invalid_argument_exception.xhtml">armnn::InvalidArgumentException</a>);</div><div class="line"><a name="l00046"></a><span class="lineno"> 46</span> }</div><div class="line"><a name="l00047"></a><span class="lineno"> 47</span> </div><div class="line"><a name="l00048"></a><span class="lineno"><a class="line" href="_utils_tests_8cpp.xhtml#a4c9f4af80112cd2651e31259b6d04157"> 48</a></span> <a class="code" href="_utils_tests_8cpp.xhtml#a3318a36fdb980622f80f76c95740018e">BOOST_AUTO_TEST_CASE</a>(PermuteDescriptorWithInvalidMappings4d)</div><div class="line"><a name="l00049"></a><span class="lineno"> 49</span> {</div><div class="line"><a name="l00050"></a><span class="lineno"> 50</span>  BOOST_CHECK_THROW(<a class="code" href="structarmnn_1_1_permute_descriptor.xhtml">armnn::PermuteDescriptor</a>({ 0u, 1u, 2u, 4u }), <a class="code" href="classarmnn_1_1_invalid_argument_exception.xhtml">armnn::InvalidArgumentException</a>);</div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span> }</div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span> </div><div class="line"><a name="l00053"></a><span class="lineno"><a class="line" href="_utils_tests_8cpp.xhtml#a0814ade1be7f4cf228342249e1cbe71b"> 53</a></span> <a class="code" href="_utils_tests_8cpp.xhtml#a3318a36fdb980622f80f76c95740018e">BOOST_AUTO_TEST_CASE</a>(PermuteDescriptorWithInvalidMappings5d)</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>  BOOST_CHECK_THROW(<a class="code" href="structarmnn_1_1_permute_descriptor.xhtml">armnn::PermuteDescriptor</a>({ 0u, 1u, 2u, 3u, 5u }), <a class="code" href="classarmnn_1_1_invalid_argument_exception.xhtml">armnn::InvalidArgumentException</a>);</div><div class="line"><a name="l00056"></a><span class="lineno"> 56</span> }</div><div class="line"><a name="l00057"></a><span class="lineno"> 57</span> </div><div class="line"><a name="l00058"></a><span class="lineno"><a class="line" href="_utils_tests_8cpp.xhtml#abe41ea63168a5418b26c9f7fff0b27ce"> 58</a></span> <a class="code" href="_utils_tests_8cpp.xhtml#a3318a36fdb980622f80f76c95740018e">BOOST_AUTO_TEST_CASE</a>(PermuteDescriptorWithDuplicatedMappings)</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>  BOOST_CHECK_THROW(<a class="code" href="structarmnn_1_1_permute_descriptor.xhtml">armnn::PermuteDescriptor</a>({ 1u, 1u, 0u }), <a class="code" href="classarmnn_1_1_invalid_argument_exception.xhtml">armnn::InvalidArgumentException</a>);</div><div class="line"><a name="l00061"></a><span class="lineno"> 61</span> }</div><div class="line"><a name="l00062"></a><span class="lineno"> 62</span> </div><div class="line"><a name="l00063"></a><span class="lineno"><a class="line" href="_utils_tests_8cpp.xhtml#a51f0d67c2d9f5ca83782f23ef88f1b37"> 63</a></span> <a class="code" href="_utils_tests_8cpp.xhtml#a3318a36fdb980622f80f76c95740018e">BOOST_AUTO_TEST_CASE</a>(HalfType)</div><div class="line"><a name="l00064"></a><span class="lineno"> 64</span> {</div><div class="line"><a name="l00065"></a><span class="lineno"> 65</span>  <span class="keyword">using namespace </span>half_float::literal;</div><div class="line"><a name="l00066"></a><span class="lineno"> 66</span>  <a class="code" href="namespacearmnn.xhtml#a0f38fa92b2468d5378258a2b074c1a31">armnn::Half</a> a = 1.0_h;</div><div class="line"><a name="l00067"></a><span class="lineno"> 67</span> </div><div class="line"><a name="l00068"></a><span class="lineno"> 68</span>  <span class="keywordtype">float</span> b = 1.0f;</div><div class="line"><a name="l00069"></a><span class="lineno"> 69</span>  <a class="code" href="namespacearmnn.xhtml#a0f38fa92b2468d5378258a2b074c1a31">armnn::Half</a> c(b);</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>  <span class="comment">// Test half type</span></div><div class="line"><a name="l00072"></a><span class="lineno"> 72</span>  BOOST_CHECK_EQUAL(a, b);</div><div class="line"><a name="l00073"></a><span class="lineno"> 73</span>  BOOST_CHECK_EQUAL(<span class="keyword">sizeof</span>(c), 2);</div><div class="line"><a name="l00074"></a><span class="lineno"> 74</span> </div><div class="line"><a name="l00075"></a><span class="lineno"> 75</span>  <span class="comment">// Test half type is floating point type</span></div><div class="line"><a name="l00076"></a><span class="lineno"> 76</span>  BOOST_CHECK(std::is_floating_point<armnn::Half>::value);</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">// Test utility function returns correct type.</span></div><div class="line"><a name="l00079"></a><span class="lineno"> 79</span>  <span class="keyword">using</span> ResolvedType = <a class="code" href="namespacearmnn.xhtml#a0743ed5e860c316a20b68ca96301b411">armnn::ResolveType<armnn::DataType::Float16></a>;</div><div class="line"><a name="l00080"></a><span class="lineno"> 80</span>  constexpr <span class="keywordtype">bool</span> isHalfType = std::is_same<armnn::Half, ResolvedType>::value;</div><div class="line"><a name="l00081"></a><span class="lineno"> 81</span>  BOOST_CHECK(isHalfType);</div><div class="line"><a name="l00082"></a><span class="lineno"> 82</span> </div><div class="line"><a name="l00083"></a><span class="lineno"> 83</span>  <span class="comment">//Test utility functions return correct size</span></div><div class="line"><a name="l00084"></a><span class="lineno"> 84</span>  BOOST_CHECK(<a class="code" href="namespacearmnn.xhtml#aa02b9e06fb20fa3c13da0427e6ee5ab2">GetDataTypeSize</a>(<a class="code" href="namespacearmnn.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a26e6ed77470c6f2f830ecf874e6c0d55">armnn::DataType::Float16</a>) == 2);</div><div class="line"><a name="l00085"></a><span class="lineno"> 85</span> </div><div class="line"><a name="l00086"></a><span class="lineno"> 86</span>  <span class="comment">//Test utility functions return correct name</span></div><div class="line"><a name="l00087"></a><span class="lineno"> 87</span>  BOOST_CHECK((<a class="code" href="namespacearmnn.xhtml#a81b5ff8545adad19a1c9d4ca076d552c">GetDataTypeName</a>(<a class="code" href="namespacearmnn.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a26e6ed77470c6f2f830ecf874e6c0d55">armnn::DataType::Float16</a>) == std::string(<span class="stringliteral">"Float16"</span>)));</div><div class="line"><a name="l00088"></a><span class="lineno"> 88</span> }</div><div class="line"><a name="l00089"></a><span class="lineno"> 89</span> </div><div class="line"><a name="l00090"></a><span class="lineno"><a class="line" href="_utils_tests_8cpp.xhtml#afc5e3f247107aada6cd4bfbc0d3d31d5"> 90</a></span> <a class="code" href="_utils_tests_8cpp.xhtml#a3318a36fdb980622f80f76c95740018e">BOOST_AUTO_TEST_CASE</a>(BFloatType)</div><div class="line"><a name="l00091"></a><span class="lineno"> 91</span> {</div><div class="line"><a name="l00092"></a><span class="lineno"> 92</span>  uint16_t v = 16256;</div><div class="line"><a name="l00093"></a><span class="lineno"> 93</span>  <a class="code" href="classarmnn_1_1_b_float16.xhtml">armnn::BFloat16</a> a(v);</div><div class="line"><a name="l00094"></a><span class="lineno"> 94</span>  <a class="code" href="classarmnn_1_1_b_float16.xhtml">armnn::BFloat16</a> b(1.0f);</div><div class="line"><a name="l00095"></a><span class="lineno"> 95</span>  <a class="code" href="classarmnn_1_1_b_float16.xhtml">armnn::BFloat16</a> zero;</div><div class="line"><a name="l00096"></a><span class="lineno"> 96</span> </div><div class="line"><a name="l00097"></a><span class="lineno"> 97</span>  <span class="comment">// Test BFloat16 type</span></div><div class="line"><a name="l00098"></a><span class="lineno"> 98</span>  BOOST_CHECK_EQUAL(<span class="keyword">sizeof</span>(a), 2);</div><div class="line"><a name="l00099"></a><span class="lineno"> 99</span>  BOOST_CHECK_EQUAL(a, b);</div><div class="line"><a name="l00100"></a><span class="lineno"> 100</span>  BOOST_CHECK_EQUAL(a.<a class="code" href="classarmnn_1_1_b_float16.xhtml#afbd0d2d6540777e3898d125b79f6a5bc">Val</a>(), v);</div><div class="line"><a name="l00101"></a><span class="lineno"> 101</span>  BOOST_CHECK_EQUAL(a, 1.0f);</div><div class="line"><a name="l00102"></a><span class="lineno"> 102</span>  BOOST_CHECK_EQUAL(zero, 0.0f);</div><div class="line"><a name="l00103"></a><span class="lineno"> 103</span> </div><div class="line"><a name="l00104"></a><span class="lineno"> 104</span>  <span class="comment">// Infinity</span></div><div class="line"><a name="l00105"></a><span class="lineno"> 105</span>  <span class="keywordtype">float</span> infFloat = std::numeric_limits<float>::infinity();</div><div class="line"><a name="l00106"></a><span class="lineno"> 106</span>  <a class="code" href="classarmnn_1_1_b_float16.xhtml">armnn::BFloat16</a> infBF(infFloat);</div><div class="line"><a name="l00107"></a><span class="lineno"> 107</span>  BOOST_CHECK_EQUAL(infBF, <a class="code" href="classarmnn_1_1_b_float16.xhtml#ae5b250d59f169e00a39ad3ec787db22a">armnn::BFloat16::Inf</a>());</div><div class="line"><a name="l00108"></a><span class="lineno"> 108</span> </div><div class="line"><a name="l00109"></a><span class="lineno"> 109</span>  <span class="comment">// NaN</span></div><div class="line"><a name="l00110"></a><span class="lineno"> 110</span>  <span class="keywordtype">float</span> nan = std::numeric_limits<float>::quiet_NaN();</div><div class="line"><a name="l00111"></a><span class="lineno"> 111</span>  <a class="code" href="classarmnn_1_1_b_float16.xhtml">armnn::BFloat16</a> nanBF(nan);</div><div class="line"><a name="l00112"></a><span class="lineno"> 112</span>  BOOST_CHECK_EQUAL(nanBF, <a class="code" href="classarmnn_1_1_b_float16.xhtml#ae80b11dd8875fbf6e76cb054764ca6fb">armnn::BFloat16::Nan</a>());</div><div class="line"><a name="l00113"></a><span class="lineno"> 113</span> </div><div class="line"><a name="l00114"></a><span class="lineno"> 114</span>  <span class="comment">// Test utility function returns correct type.</span></div><div class="line"><a name="l00115"></a><span class="lineno"> 115</span>  <span class="keyword">using</span> ResolvedType = <a class="code" href="namespacearmnn.xhtml#a0743ed5e860c316a20b68ca96301b411">armnn::ResolveType<armnn::DataType::BFloat16></a>;</div><div class="line"><a name="l00116"></a><span class="lineno"> 116</span>  constexpr <span class="keywordtype">bool</span> isBFloat16Type = std::is_same<armnn::BFloat16, ResolvedType>::value;</div><div class="line"><a name="l00117"></a><span class="lineno"> 117</span>  BOOST_CHECK(isBFloat16Type);</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>  <span class="comment">//Test utility functions return correct size</span></div><div class="line"><a name="l00120"></a><span class="lineno"> 120</span>  BOOST_CHECK(<a class="code" href="namespacearmnn.xhtml#aa02b9e06fb20fa3c13da0427e6ee5ab2">GetDataTypeSize</a>(<a class="code" href="namespacearmnn.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6acdb56b2d2f73c26480207524f2dbe0af">armnn::DataType::BFloat16</a>) == 2);</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">//Test utility functions return correct name</span></div><div class="line"><a name="l00123"></a><span class="lineno"> 123</span>  BOOST_CHECK((<a class="code" href="namespacearmnn.xhtml#a81b5ff8545adad19a1c9d4ca076d552c">GetDataTypeName</a>(<a class="code" href="namespacearmnn.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6acdb56b2d2f73c26480207524f2dbe0af">armnn::DataType::BFloat16</a>) == std::string(<span class="stringliteral">"BFloat16"</span>)));</div><div class="line"><a name="l00124"></a><span class="lineno"> 124</span> }</div><div class="line"><a name="l00125"></a><span class="lineno"> 125</span> </div><div class="line"><a name="l00126"></a><span class="lineno"><a class="line" href="_utils_tests_8cpp.xhtml#a8b7ed18ec6dc4024e2d25e7624f96d59"> 126</a></span> <a class="code" href="_utils_tests_8cpp.xhtml#a3318a36fdb980622f80f76c95740018e">BOOST_AUTO_TEST_CASE</a>(Float32ToBFloat16Test)</div><div class="line"><a name="l00127"></a><span class="lineno"> 127</span> {</div><div class="line"><a name="l00128"></a><span class="lineno"> 128</span>  <span class="comment">// LSB = 0, R = 0 -> round down</span></div><div class="line"><a name="l00129"></a><span class="lineno"> 129</span>  <a class="code" href="classarmnn_1_1_b_float16.xhtml">armnn::BFloat16</a> roundDown0 = <a class="code" href="classarmnn_1_1_b_float16.xhtml#a3ff08d61c8f7403c9f790e2b96d91a9d">armnn::BFloat16::Float32ToBFloat16</a>(1.704735E38f); <span class="comment">// 0x7F004000</span></div><div class="line"><a name="l00130"></a><span class="lineno"> 130</span>  BOOST_CHECK_EQUAL(roundDown0.<a class="code" href="classarmnn_1_1_b_float16.xhtml#afbd0d2d6540777e3898d125b79f6a5bc">Val</a>(), 0x7F00);</div><div class="line"><a name="l00131"></a><span class="lineno"> 131</span>  <span class="comment">// LSB = 1, R = 0 -> round down</span></div><div class="line"><a name="l00132"></a><span class="lineno"> 132</span>  <a class="code" href="classarmnn_1_1_b_float16.xhtml">armnn::BFloat16</a> roundDown1 = <a class="code" href="classarmnn_1_1_b_float16.xhtml#a3ff08d61c8f7403c9f790e2b96d91a9d">armnn::BFloat16::Float32ToBFloat16</a>(9.18355E-41f); <span class="comment">// 0x00010000</span></div><div class="line"><a name="l00133"></a><span class="lineno"> 133</span>  BOOST_CHECK_EQUAL(roundDown1.Val(), 0x0001);</div><div class="line"><a name="l00134"></a><span class="lineno"> 134</span>  <span class="comment">// LSB = 0, R = 1 all 0 -> round down</span></div><div class="line"><a name="l00135"></a><span class="lineno"> 135</span>  <a class="code" href="classarmnn_1_1_b_float16.xhtml">armnn::BFloat16</a> roundDown2 = <a class="code" href="classarmnn_1_1_b_float16.xhtml#a3ff08d61c8f7403c9f790e2b96d91a9d">armnn::BFloat16::Float32ToBFloat16</a>(1.14794E-40f); <span class="comment">// 0x00014000</span></div><div class="line"><a name="l00136"></a><span class="lineno"> 136</span>  BOOST_CHECK_EQUAL(roundDown2.Val(), 0x0001);</div><div class="line"><a name="l00137"></a><span class="lineno"> 137</span>  <span class="comment">// LSB = 1, R = 1 -> round up</span></div><div class="line"><a name="l00138"></a><span class="lineno"> 138</span>  <a class="code" href="classarmnn_1_1_b_float16.xhtml">armnn::BFloat16</a> roundUp = <a class="code" href="classarmnn_1_1_b_float16.xhtml#a3ff08d61c8f7403c9f790e2b96d91a9d">armnn::BFloat16::Float32ToBFloat16</a>(-2.0234377f); <span class="comment">// 0xC0018001</span></div><div class="line"><a name="l00139"></a><span class="lineno"> 139</span>  BOOST_CHECK_EQUAL(roundUp.Val(), 0xC002);</div><div class="line"><a name="l00140"></a><span class="lineno"> 140</span>  <span class="comment">// LSB = 0, R = 1 -> round up</span></div><div class="line"><a name="l00141"></a><span class="lineno"> 141</span>  <a class="code" href="classarmnn_1_1_b_float16.xhtml">armnn::BFloat16</a> roundUp1 = <a class="code" href="classarmnn_1_1_b_float16.xhtml#a3ff08d61c8f7403c9f790e2b96d91a9d">armnn::BFloat16::Float32ToBFloat16</a>(4.843037E-35f); <span class="comment">// 0x0680C000</span></div><div class="line"><a name="l00142"></a><span class="lineno"> 142</span>  BOOST_CHECK_EQUAL(roundUp1.Val(), 0x0681);</div><div class="line"><a name="l00143"></a><span class="lineno"> 143</span>  <span class="comment">// Max positive value -> infinity</span></div><div class="line"><a name="l00144"></a><span class="lineno"> 144</span>  <a class="code" href="classarmnn_1_1_b_float16.xhtml">armnn::BFloat16</a> maxPositive = <a class="code" href="classarmnn_1_1_b_float16.xhtml#a3ff08d61c8f7403c9f790e2b96d91a9d">armnn::BFloat16::Float32ToBFloat16</a>(std::numeric_limits<float>::max()); <span class="comment">// 0x7F7FFFFF</span></div><div class="line"><a name="l00145"></a><span class="lineno"> 145</span>  BOOST_CHECK_EQUAL(maxPositive, <a class="code" href="classarmnn_1_1_b_float16.xhtml#ae5b250d59f169e00a39ad3ec787db22a">armnn::BFloat16::Inf</a>());</div><div class="line"><a name="l00146"></a><span class="lineno"> 146</span>  <span class="comment">// Max negative value -> -infinity</span></div><div class="line"><a name="l00147"></a><span class="lineno"> 147</span>  <a class="code" href="classarmnn_1_1_b_float16.xhtml">armnn::BFloat16</a> maxNeg = <a class="code" href="classarmnn_1_1_b_float16.xhtml#a3ff08d61c8f7403c9f790e2b96d91a9d">armnn::BFloat16::Float32ToBFloat16</a>(std::numeric_limits<float>::lowest()); <span class="comment">// 0xFF7FFFFF</span></div><div class="line"><a name="l00148"></a><span class="lineno"> 148</span>  BOOST_CHECK_EQUAL(maxNeg.<a class="code" href="classarmnn_1_1_b_float16.xhtml#afbd0d2d6540777e3898d125b79f6a5bc">Val</a>(), 0xFF80);</div><div class="line"><a name="l00149"></a><span class="lineno"> 149</span>  <span class="comment">// Min positive value</span></div><div class="line"><a name="l00150"></a><span class="lineno"> 150</span>  <a class="code" href="classarmnn_1_1_b_float16.xhtml">armnn::BFloat16</a> minPositive = <a class="code" href="classarmnn_1_1_b_float16.xhtml#a3ff08d61c8f7403c9f790e2b96d91a9d">armnn::BFloat16::Float32ToBFloat16</a>(1.1754942E-38f); <span class="comment">// 0x007FFFFF</span></div><div class="line"><a name="l00151"></a><span class="lineno"> 151</span>  BOOST_CHECK_EQUAL(minPositive.Val(), 0x0080);</div><div class="line"><a name="l00152"></a><span class="lineno"> 152</span>  <span class="comment">// Min negative value</span></div><div class="line"><a name="l00153"></a><span class="lineno"> 153</span>  <a class="code" href="classarmnn_1_1_b_float16.xhtml">armnn::BFloat16</a> minNeg = <a class="code" href="classarmnn_1_1_b_float16.xhtml#a3ff08d61c8f7403c9f790e2b96d91a9d">armnn::BFloat16::Float32ToBFloat16</a>(-1.1754942E-38f); <span class="comment">// 0x807FFFFF</span></div><div class="line"><a name="l00154"></a><span class="lineno"> 154</span>  BOOST_CHECK_EQUAL(minNeg.Val(), 0x8080);</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"><a class="line" href="_utils_tests_8cpp.xhtml#af648055c5cc8f1005ea5c585eda9ca4b"> 157</a></span> <a class="code" href="_utils_tests_8cpp.xhtml#a3318a36fdb980622f80f76c95740018e">BOOST_AUTO_TEST_CASE</a>(BFloat16ToFloat32Test)</div><div class="line"><a name="l00158"></a><span class="lineno"> 158</span> {</div><div class="line"><a name="l00159"></a><span class="lineno"> 159</span>  <a class="code" href="classarmnn_1_1_b_float16.xhtml">armnn::BFloat16</a> bf0(1.5f);</div><div class="line"><a name="l00160"></a><span class="lineno"> 160</span>  BOOST_CHECK_EQUAL(bf0.<a class="code" href="classarmnn_1_1_b_float16.xhtml#afe0f15d338fde36113a613f6e165b0e9">ToFloat32</a>(), 1.5f);</div><div class="line"><a name="l00161"></a><span class="lineno"> 161</span>  <a class="code" href="classarmnn_1_1_b_float16.xhtml">armnn::BFloat16</a> bf1(-5.525308E-25f);</div><div class="line"><a name="l00162"></a><span class="lineno"> 162</span>  BOOST_CHECK_EQUAL(bf1.ToFloat32(), -5.525308E-25f);</div><div class="line"><a name="l00163"></a><span class="lineno"> 163</span>  <a class="code" href="classarmnn_1_1_b_float16.xhtml">armnn::BFloat16</a> bf2(-2.0625f);</div><div class="line"><a name="l00164"></a><span class="lineno"> 164</span>  BOOST_CHECK_EQUAL(bf2.ToFloat32(), -2.0625f);</div><div class="line"><a name="l00165"></a><span class="lineno"> 165</span>  uint16_t v = 32639;</div><div class="line"><a name="l00166"></a><span class="lineno"> 166</span>  <a class="code" href="classarmnn_1_1_b_float16.xhtml">armnn::BFloat16</a> bf3(v);</div><div class="line"><a name="l00167"></a><span class="lineno"> 167</span>  BOOST_CHECK_EQUAL(bf3.<a class="code" href="classarmnn_1_1_b_float16.xhtml#afe0f15d338fde36113a613f6e165b0e9">ToFloat32</a>(), 3.3895314E38f);</div><div class="line"><a name="l00168"></a><span class="lineno"> 168</span>  <span class="comment">// Infinity</span></div><div class="line"><a name="l00169"></a><span class="lineno"> 169</span>  BOOST_CHECK_EQUAL(<a class="code" href="classarmnn_1_1_b_float16.xhtml#ae5b250d59f169e00a39ad3ec787db22a">armnn::BFloat16::Inf</a>().ToFloat32(), std::numeric_limits<float>::infinity());</div><div class="line"><a name="l00170"></a><span class="lineno"> 170</span>  <span class="comment">// NaN</span></div><div class="line"><a name="l00171"></a><span class="lineno"> 171</span>  BOOST_CHECK(std::isnan(<a class="code" href="classarmnn_1_1_b_float16.xhtml#ae80b11dd8875fbf6e76cb054764ca6fb">armnn::BFloat16::Nan</a>().ToFloat32()));</div><div class="line"><a name="l00172"></a><span class="lineno"> 172</span> }</div><div class="line"><a name="l00173"></a><span class="lineno"> 173</span> </div><div class="line"><a name="l00174"></a><span class="lineno"><a class="line" href="_utils_tests_8cpp.xhtml#ac1e7309c6fe82de2dad673bd952eafcf"> 174</a></span> <a class="code" href="_utils_tests_8cpp.xhtml#a3318a36fdb980622f80f76c95740018e">BOOST_AUTO_TEST_CASE</a>(GraphTopologicalSortSimpleTest)</div><div class="line"><a name="l00175"></a><span class="lineno"> 175</span> {</div><div class="line"><a name="l00176"></a><span class="lineno"> 176</span>  std::map<int, std::vector<int>> graph;</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>  graph[0] = {2};</div><div class="line"><a name="l00179"></a><span class="lineno"> 179</span>  graph[1] = {3};</div><div class="line"><a name="l00180"></a><span class="lineno"> 180</span>  graph[2] = {4};</div><div class="line"><a name="l00181"></a><span class="lineno"> 181</span>  graph[3] = {4};</div><div class="line"><a name="l00182"></a><span class="lineno"> 182</span>  graph[4] = {5};</div><div class="line"><a name="l00183"></a><span class="lineno"> 183</span>  graph[5] = {};</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>  <span class="keyword">auto</span> getNodeInputs = [graph](<span class="keywordtype">int</span> node) -> std::vector<int></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>  <span class="keywordflow">return</span> graph.find(node)->second;</div><div class="line"><a name="l00188"></a><span class="lineno"> 188</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>  std::vector<int> targetNodes = {0, 1};</div><div class="line"><a name="l00191"></a><span class="lineno"> 191</span> </div><div class="line"><a name="l00192"></a><span class="lineno"> 192</span>  std::vector<int> output;</div><div class="line"><a name="l00193"></a><span class="lineno"> 193</span>  <span class="keywordtype">bool</span> sortCompleted = armnnUtils::GraphTopologicalSort<int>(targetNodes, getNodeInputs, output);</div><div class="line"><a name="l00194"></a><span class="lineno"> 194</span> </div><div class="line"><a name="l00195"></a><span class="lineno"> 195</span>  BOOST_TEST(sortCompleted);</div><div class="line"><a name="l00196"></a><span class="lineno"> 196</span> </div><div class="line"><a name="l00197"></a><span class="lineno"> 197</span>  std::vector<int> correctResult = {5, 4, 2, 0, 3, 1};</div><div class="line"><a name="l00198"></a><span class="lineno"> 198</span>  BOOST_CHECK_EQUAL_COLLECTIONS(output.begin(), output.end(), correctResult.begin(), correctResult.end());</div><div class="line"><a name="l00199"></a><span class="lineno"> 199</span> }</div><div class="line"><a name="l00200"></a><span class="lineno"> 200</span> </div><div class="line"><a name="l00201"></a><span class="lineno"><a class="line" href="_utils_tests_8cpp.xhtml#a1fe602be9a83fee8fb54eca4ca3ba4aa"> 201</a></span> <a class="code" href="_utils_tests_8cpp.xhtml#a3318a36fdb980622f80f76c95740018e">BOOST_AUTO_TEST_CASE</a>(GraphTopologicalSortVariantTest)</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>  std::map<int, std::vector<int>> graph;</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>  graph[0] = {2};</div><div class="line"><a name="l00206"></a><span class="lineno"> 206</span>  graph[1] = {2};</div><div class="line"><a name="l00207"></a><span class="lineno"> 207</span>  graph[2] = {3, 4};</div><div class="line"><a name="l00208"></a><span class="lineno"> 208</span>  graph[3] = {5};</div><div class="line"><a name="l00209"></a><span class="lineno"> 209</span>  graph[4] = {5};</div><div class="line"><a name="l00210"></a><span class="lineno"> 210</span>  graph[5] = {6};</div><div class="line"><a name="l00211"></a><span class="lineno"> 211</span>  graph[6] = {};</div><div class="line"><a name="l00212"></a><span class="lineno"> 212</span> </div><div class="line"><a name="l00213"></a><span class="lineno"> 213</span>  <span class="keyword">auto</span> getNodeInputs = [graph](<span class="keywordtype">int</span> node) -> std::vector<int></div><div class="line"><a name="l00214"></a><span class="lineno"> 214</span>  {</div><div class="line"><a name="l00215"></a><span class="lineno"> 215</span>  <span class="keywordflow">return</span> graph.find(node)->second;</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> </div><div class="line"><a name="l00218"></a><span class="lineno"> 218</span>  std::vector<int> targetNodes = {0, 1};</div><div class="line"><a name="l00219"></a><span class="lineno"> 219</span> </div><div class="line"><a name="l00220"></a><span class="lineno"> 220</span>  std::vector<int> output;</div><div class="line"><a name="l00221"></a><span class="lineno"> 221</span>  <span class="keywordtype">bool</span> sortCompleted = armnnUtils::GraphTopologicalSort<int>(targetNodes, getNodeInputs, output);</div><div class="line"><a name="l00222"></a><span class="lineno"> 222</span> </div><div class="line"><a name="l00223"></a><span class="lineno"> 223</span>  BOOST_TEST(sortCompleted);</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>  std::vector<int> correctResult = {6, 5, 3, 4, 2, 0, 1};</div><div class="line"><a name="l00226"></a><span class="lineno"> 226</span>  BOOST_CHECK_EQUAL_COLLECTIONS(output.begin(), output.end(), correctResult.begin(), correctResult.end());</div><div class="line"><a name="l00227"></a><span class="lineno"> 227</span> }</div><div class="line"><a name="l00228"></a><span class="lineno"> 228</span> </div><div class="line"><a name="l00229"></a><span class="lineno"><a class="line" href="_utils_tests_8cpp.xhtml#a94028e60dc9c94d940323cdb441e319c"> 229</a></span> <a class="code" href="_utils_tests_8cpp.xhtml#a3318a36fdb980622f80f76c95740018e">BOOST_AUTO_TEST_CASE</a>(CyclicalGraphTopologicalSortTest)</div><div class="line"><a name="l00230"></a><span class="lineno"> 230</span> {</div><div class="line"><a name="l00231"></a><span class="lineno"> 231</span>  std::map<int, std::vector<int>> graph;</div><div class="line"><a name="l00232"></a><span class="lineno"> 232</span> </div><div class="line"><a name="l00233"></a><span class="lineno"> 233</span>  graph[0] = {1};</div><div class="line"><a name="l00234"></a><span class="lineno"> 234</span>  graph[1] = {2};</div><div class="line"><a name="l00235"></a><span class="lineno"> 235</span>  graph[2] = {0};</div><div class="line"><a name="l00236"></a><span class="lineno"> 236</span> </div><div class="line"><a name="l00237"></a><span class="lineno"> 237</span>  <span class="keyword">auto</span> getNodeInputs = [graph](<span class="keywordtype">int</span> node) -> std::vector<int></div><div class="line"><a name="l00238"></a><span class="lineno"> 238</span>  {</div><div class="line"><a name="l00239"></a><span class="lineno"> 239</span>  <span class="keywordflow">return</span> graph.find(node)->second;</div><div class="line"><a name="l00240"></a><span class="lineno"> 240</span>  };</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>  std::vector<int> targetNodes = {0};</div><div class="line"><a name="l00243"></a><span class="lineno"> 243</span> </div><div class="line"><a name="l00244"></a><span class="lineno"> 244</span>  std::vector<int> output;</div><div class="line"><a name="l00245"></a><span class="lineno"> 245</span>  <span class="keywordtype">bool</span> sortCompleted = armnnUtils::GraphTopologicalSort<int>(targetNodes, getNodeInputs, output);</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>  BOOST_TEST(!sortCompleted);</div><div class="line"><a name="l00248"></a><span class="lineno"> 248</span> }</div><div class="line"><a name="l00249"></a><span class="lineno"> 249</span> </div><div class="line"><a name="l00250"></a><span class="lineno"><a class="line" href="_utils_tests_8cpp.xhtml#aa96e6f7982ae83ae3d671454221cb739"> 250</a></span> <a class="code" href="_utils_tests_8cpp.xhtml#a3318a36fdb980622f80f76c95740018e">BOOST_AUTO_TEST_CASE</a>(PermuteQuantizationDim)</div><div class="line"><a name="l00251"></a><span class="lineno"> 251</span> {</div><div class="line"><a name="l00252"></a><span class="lineno"> 252</span>  std::vector<float> scales;</div><div class="line"><a name="l00253"></a><span class="lineno"> 253</span> </div><div class="line"><a name="l00254"></a><span class="lineno"> 254</span>  <span class="comment">// Set QuantizationDim to be index 1</span></div><div class="line"><a name="l00255"></a><span class="lineno"> 255</span>  <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_tensor_info.xhtml">armnn::TensorInfo</a> info({ 1, 2, 3, 4 }, <a class="code" href="namespacearmnn.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a166495adc0d0f53bee6baecc577f5204">armnn::DataType::Float32</a>, scales, 1U);</div><div class="line"><a name="l00256"></a><span class="lineno"> 256</span>  BOOST_CHECK(info.GetQuantizationDim().value() == 1U);</div><div class="line"><a name="l00257"></a><span class="lineno"> 257</span> </div><div class="line"><a name="l00258"></a><span class="lineno"> 258</span>  <span class="comment">// Permute so that index 1 moves to final index i.e. index 3</span></div><div class="line"><a name="l00259"></a><span class="lineno"> 259</span>  <a class="code" href="classarmnn_1_1_permutation_vector.xhtml">armnn::PermutationVector</a> mappings({ 0, 3, 2, 1 });</div><div class="line"><a name="l00260"></a><span class="lineno"> 260</span>  <span class="keyword">auto</span> permutedPerChannel = <a class="code" href="namespacearmnn_utils.xhtml#abeaf4f6785039866fd075f4569ba8e84">armnnUtils::Permuted</a>(info, mappings, <span class="keyword">true</span>);</div><div class="line"><a name="l00261"></a><span class="lineno"> 261</span>  <span class="keyword">auto</span> permuted = <a class="code" href="namespacearmnn_utils.xhtml#abeaf4f6785039866fd075f4569ba8e84">armnnUtils::Permuted</a>(info, mappings);</div><div class="line"><a name="l00262"></a><span class="lineno"> 262</span> </div><div class="line"><a name="l00263"></a><span class="lineno"> 263</span>  <span class="comment">// Check that QuantizationDim is in index 3</span></div><div class="line"><a name="l00264"></a><span class="lineno"> 264</span>  BOOST_CHECK(permutedPerChannel.GetQuantizationDim().value() == 3U);</div><div class="line"><a name="l00265"></a><span class="lineno"> 265</span> </div><div class="line"><a name="l00266"></a><span class="lineno"> 266</span>  <span class="comment">// Check previous implementation unchanged</span></div><div class="line"><a name="l00267"></a><span class="lineno"> 267</span>  BOOST_CHECK(permuted.GetQuantizationDim().value() == 1U);</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> </div><div class="line"><a name="l00270"></a><span class="lineno"> 270</span> <span class="preprocessor">#if defined(ARMNNREF_ENABLED)</span></div><div class="line"><a name="l00271"></a><span class="lineno"> 271</span> <a class="code" href="_utils_tests_8cpp.xhtml#a3318a36fdb980622f80f76c95740018e">BOOST_AUTO_TEST_CASE</a>(LayerSupportHandle)</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>  <span class="keyword">auto</span> layerSupportObject = <a class="code" href="namespacearmnn.xhtml#a6d9d90e2ace1cd49789835b0073196a3">armnn::GetILayerSupportByBackendId</a>(<span class="stringliteral">"CpuRef"</span>);</div><div class="line"><a name="l00274"></a><span class="lineno"> 274</span>  <a class="code" href="classarmnn_1_1_tensor_info.xhtml">armnn::TensorInfo</a> input;</div><div class="line"><a name="l00275"></a><span class="lineno"> 275</span>  std::string reasonIfUnsupported;</div><div class="line"><a name="l00276"></a><span class="lineno"> 276</span>  <span class="comment">// InputLayer always supported for CpuRef</span></div><div class="line"><a name="l00277"></a><span class="lineno"> 277</span>  BOOST_CHECK_EQUAL(layerSupportObject.IsInputSupported(input, reasonIfUnsupported), <span class="keyword">true</span>);</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>  BOOST_CHECK(layerSupportObject.IsBackendRegistered());</div><div class="line"><a name="l00280"></a><span class="lineno"> 280</span> }</div><div class="line"><a name="l00281"></a><span class="lineno"> 281</span> <span class="preprocessor">#endif</span></div><div class="line"><a name="l00282"></a><span class="lineno"> 282</span> </div><div class="line"><a name="l00283"></a><span class="lineno"> 283</span> <a class="code" href="_profiler_tests_8cpp.xhtml#af7f71af5c6c124222dd1c42c5df892f4">BOOST_AUTO_TEST_SUITE_END</a>()</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="classarmnn_1_1_b_float16_xhtml_afe0f15d338fde36113a613f6e165b0e9"><div class="ttname"><a href="classarmnn_1_1_b_float16.xhtml#afe0f15d338fde36113a613f6e165b0e9">armnn::BFloat16::ToFloat32</a></div><div class="ttdeci">float ToFloat32() const</div><div class="ttdef"><b>Definition:</b> <a href="_b_float16_8hpp_source.xhtml#l00085">BFloat16.hpp:85</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml_ad8ed01ff3ff33333d8e19db4d2818bb6a27226c864bac7454a8504f8edb15d95b"><div class="ttname"><a href="namespacearmnn.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a27226c864bac7454a8504f8edb15d95b">armnn::DataType::Boolean</a></div></div>
<div class="ttc" id="_utils_8hpp_xhtml"><div class="ttname"><a href="_utils_8hpp.xhtml">Utils.hpp</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_ad8ed01ff3ff33333d8e19db4d2818bb6accedffbc6e5308e33d3843e8bdc0dad7"><div class="ttname"><a href="namespacearmnn.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6accedffbc6e5308e33d3843e8bdc0dad7">armnn::DataType::Signed32</a></div></div>
<div class="ttc" id="classarmnn_1_1_b_float16_xhtml"><div class="ttname"><a href="classarmnn_1_1_b_float16.xhtml">armnn::BFloat16</a></div><div class="ttdef"><b>Definition:</b> <a href="_b_float16_8hpp_source.xhtml#l00014">BFloat16.hpp:14</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml_a0743ed5e860c316a20b68ca96301b411"><div class="ttname"><a href="namespacearmnn.xhtml#a0743ed5e860c316a20b68ca96301b411">armnn::ResolveType</a></div><div class="ttdeci">typename ResolveTypeImpl< DT >::Type ResolveType</div><div class="ttdef"><b>Definition:</b> <a href="_resolve_type_8hpp_source.xhtml#l00073">ResolveType.hpp:73</a></div></div>
<div class="ttc" id="_resolve_type_8hpp_xhtml"><div class="ttname"><a href="_resolve_type_8hpp.xhtml">ResolveType.hpp</a></div></div>
<div class="ttc" id="_backend_helper_8hpp_xhtml"><div class="ttname"><a href="_backend_helper_8hpp.xhtml">BackendHelper.hpp</a></div></div>
<div class="ttc" id="classarmnn_1_1_b_float16_xhtml_ae5b250d59f169e00a39ad3ec787db22a"><div class="ttname"><a href="classarmnn_1_1_b_float16.xhtml#ae5b250d59f169e00a39ad3ec787db22a">armnn::BFloat16::Inf</a></div><div class="ttdeci">static BFloat16 Inf()</div><div class="ttdef"><b>Definition:</b> <a href="_b_float16_8hpp_source.xhtml#l00109">BFloat16.hpp:109</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml_a81b5ff8545adad19a1c9d4ca076d552c"><div class="ttname"><a href="namespacearmnn.xhtml#a81b5ff8545adad19a1c9d4ca076d552c">armnn::GetDataTypeName</a></div><div class="ttdeci">constexpr const char * GetDataTypeName(DataType dataType)</div><div class="ttdef"><b>Definition:</b> <a href="_types_utils_8hpp_source.xhtml#l00180">TypesUtils.hpp:180</a></div></div>
<div class="ttc" id="_types_utils_8hpp_xhtml"><div class="ttname"><a href="_types_utils_8hpp.xhtml">TypesUtils.hpp</a></div></div>
<div class="ttc" id="_permute_8hpp_xhtml"><div class="ttname"><a href="_permute_8hpp.xhtml">Permute.hpp</a></div></div>
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<div class="ttc" id="namespacearmnn_xhtml_ad8ed01ff3ff33333d8e19db4d2818bb6a0a3f57c876f5a230244c38e1453a8a6e"><div class="ttname"><a href="namespacearmnn.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a0a3f57c876f5a230244c38e1453a8a6e">armnn::DataType::QAsymmU8</a></div></div>
<div class="ttc" id="_types_8hpp_xhtml"><div class="ttname"><a href="_types_8hpp.xhtml">Types.hpp</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml_ad8ed01ff3ff33333d8e19db4d2818bb6a26e6ed77470c6f2f830ecf874e6c0d55"><div class="ttname"><a href="namespacearmnn.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a26e6ed77470c6f2f830ecf874e6c0d55">armnn::DataType::Float16</a></div></div>
<div class="ttc" id="_utils_tests_8cpp_xhtml_a3318a36fdb980622f80f76c95740018e"><div class="ttname"><a href="_utils_tests_8cpp.xhtml#a3318a36fdb980622f80f76c95740018e">BOOST_AUTO_TEST_CASE</a></div><div class="ttdeci">BOOST_AUTO_TEST_CASE(DataTypeSize)</div><div class="ttdef"><b>Definition:</b> <a href="_utils_tests_8cpp_source.xhtml#l00020">UtilsTests.cpp:20</a></div></div>
<div class="ttc" id="_graph_topological_sort_8hpp_xhtml"><div class="ttname"><a href="_graph_topological_sort_8hpp.xhtml">GraphTopologicalSort.hpp</a></div></div>
<div class="ttc" id="classarmnn_1_1_b_float16_xhtml_afbd0d2d6540777e3898d125b79f6a5bc"><div class="ttname"><a href="classarmnn_1_1_b_float16.xhtml#afbd0d2d6540777e3898d125b79f6a5bc">armnn::BFloat16::Val</a></div><div class="ttdeci">uint16_t Val() const</div><div class="ttdef"><b>Definition:</b> <a href="_b_float16_8hpp_source.xhtml#l00092">BFloat16.hpp:92</a></div></div>
<div class="ttc" id="classarmnn_1_1_b_float16_xhtml_a3ff08d61c8f7403c9f790e2b96d91a9d"><div class="ttname"><a href="classarmnn_1_1_b_float16.xhtml#a3ff08d61c8f7403c9f790e2b96d91a9d">armnn::BFloat16::Float32ToBFloat16</a></div><div class="ttdeci">static BFloat16 Float32ToBFloat16(const float v)</div><div class="ttdef"><b>Definition:</b> <a href="_b_float16_8hpp_source.xhtml#l00050">BFloat16.hpp:50</a></div></div>
<div class="ttc" id="classarmnn_1_1_invalid_argument_exception_xhtml"><div class="ttname"><a href="classarmnn_1_1_invalid_argument_exception.xhtml">armnn::InvalidArgumentException</a></div><div class="ttdef"><b>Definition:</b> <a href="_exceptions_8hpp_source.xhtml#l00080">Exceptions.hpp:80</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml_ad8ed01ff3ff33333d8e19db4d2818bb6acdb56b2d2f73c26480207524f2dbe0af"><div class="ttname"><a href="namespacearmnn.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6acdb56b2d2f73c26480207524f2dbe0af">armnn::DataType::BFloat16</a></div></div>
<div class="ttc" id="classarmnn_1_1_permutation_vector_xhtml"><div class="ttname"><a href="classarmnn_1_1_permutation_vector.xhtml">armnn::PermutationVector</a></div><div class="ttdef"><b>Definition:</b> <a href="_types_8hpp_source.xhtml#l00212">Types.hpp:212</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="_descriptors_8hpp_xhtml"><div class="ttname"><a href="_descriptors_8hpp.xhtml">Descriptors.hpp</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml_ad8ed01ff3ff33333d8e19db4d2818bb6a166495adc0d0f53bee6baecc577f5204"><div class="ttname"><a href="namespacearmnn.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a166495adc0d0f53bee6baecc577f5204">armnn::DataType::Float32</a></div></div>
<div class="ttc" id="classarmnn_1_1_b_float16_xhtml_ae80b11dd8875fbf6e76cb054764ca6fb"><div class="ttname"><a href="classarmnn_1_1_b_float16.xhtml#ae80b11dd8875fbf6e76cb054764ca6fb">armnn::BFloat16::Nan</a></div><div class="ttdeci">static BFloat16 Nan()</div><div class="ttdef"><b>Definition:</b> <a href="_b_float16_8hpp_source.xhtml#l00103">BFloat16.hpp:103</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml_a6d9d90e2ace1cd49789835b0073196a3"><div class="ttname"><a href="namespacearmnn.xhtml#a6d9d90e2ace1cd49789835b0073196a3">armnn::GetILayerSupportByBackendId</a></div><div class="ttdeci">LayerSupportHandle GetILayerSupportByBackendId(const armnn::BackendId &backend)</div><div class="ttdoc">Convenience function to retrieve the ILayerSupportHandle for a backend. </div><div class="ttdef"><b>Definition:</b> <a href="_backend_helper_8cpp_source.xhtml#l00015">BackendHelper.cpp:15</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml_a0f38fa92b2468d5378258a2b074c1a31"><div class="ttname"><a href="namespacearmnn.xhtml#a0f38fa92b2468d5378258a2b074c1a31">armnn::Half</a></div><div class="ttdeci">half_float::half Half</div><div class="ttdef"><b>Definition:</b> <a href="_half_8hpp_source.xhtml#l00016">Half.hpp:16</a></div></div>
<div class="ttc" id="namespacearmnn_utils_xhtml_abeaf4f6785039866fd075f4569ba8e84"><div class="ttname"><a href="namespacearmnn_utils.xhtml#abeaf4f6785039866fd075f4569ba8e84">armnnUtils::Permuted</a></div><div class="ttdeci">armnn::TensorShape Permuted(const armnn::TensorShape &srcShape, const armnn::PermutationVector &mappings)</div><div class="ttdef"><b>Definition:</b> <a href="_permute_8cpp_source.xhtml#l00098">Permute.cpp:98</a></div></div>
<div class="ttc" id="namespacearmnn_xhtml_aa02b9e06fb20fa3c13da0427e6ee5ab2"><div class="ttname"><a href="namespacearmnn.xhtml#aa02b9e06fb20fa3c13da0427e6ee5ab2">armnn::GetDataTypeSize</a></div><div class="ttdeci">constexpr unsigned int GetDataTypeSize(DataType dataType)</div><div class="ttdef"><b>Definition:</b> <a href="_types_utils_8hpp_source.xhtml#l00126">TypesUtils.hpp:126</a></div></div>
<div class="ttc" id="structarmnn_1_1_permute_descriptor_xhtml"><div class="ttname"><a href="structarmnn_1_1_permute_descriptor.xhtml">armnn::PermuteDescriptor</a></div><div class="ttdoc">A PermuteDescriptor for the PermuteLayer. </div><div class="ttdef"><b>Definition:</b> <a href="_descriptors_8hpp_source.xhtml#l00118">Descriptors.hpp:118</a></div></div>
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