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<div class="title">ExpandDims.cpp</div> </div>
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<a href="_expand_dims_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 <boost/test/unit_test.hpp></span></div><div class="line"><a name="l00007"></a><span class="lineno"> 7</span> <span class="preprocessor">#include "<a class="code" href="_i_tf_parser_8hpp.xhtml">armnnTfParser/ITfParser.hpp</a>"</span></div><div class="line"><a name="l00008"></a><span class="lineno"> 8</span> <span class="preprocessor">#include "<a class="code" href="_parser_prototxt_fixture_8hpp.xhtml">ParserPrototxtFixture.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> <a class="code" href="_output_shape_of_squeeze_8cpp.xhtml#ae3a6cb217a792718f2bd0e8f45e3ca9e">BOOST_AUTO_TEST_SUITE</a>(TensorflowParser)</div><div class="line"><a name="l00011"></a><span class="lineno"> 11</span> </div><div class="line"><a name="l00012"></a><span class="lineno"> 12</span> <span class="keyword">struct </span>ExpandDimsFixture : <span class="keyword">public</span> <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.xhtml">armnnUtils::ParserPrototxtFixture</a><armnnTfParser::ITfParser></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>  ExpandDimsFixture(<span class="keyword">const</span> std::string& expandDim)</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>  <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.xhtml#a5ca0f757171382fbf7fa5b05b447b024">m_Prototext</a> =</div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span>  <span class="stringliteral">"node { \n"</span></div><div class="line"><a name="l00018"></a><span class="lineno"> 18</span>  <span class="stringliteral">" name: \"graphInput\" \n"</span></div><div class="line"><a name="l00019"></a><span class="lineno"> 19</span>  <span class="stringliteral">" op: \"Placeholder\" \n"</span></div><div class="line"><a name="l00020"></a><span class="lineno"> 20</span>  <span class="stringliteral">" attr { \n"</span></div><div class="line"><a name="l00021"></a><span class="lineno"> 21</span>  <span class="stringliteral">" key: \"dtype\" \n"</span></div><div class="line"><a name="l00022"></a><span class="lineno"> 22</span>  <span class="stringliteral">" value { \n"</span></div><div class="line"><a name="l00023"></a><span class="lineno"> 23</span>  <span class="stringliteral">" type: DT_FLOAT \n"</span></div><div class="line"><a name="l00024"></a><span class="lineno"> 24</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00026"></a><span class="lineno"> 26</span>  <span class="stringliteral">" attr { \n"</span></div><div class="line"><a name="l00027"></a><span class="lineno"> 27</span>  <span class="stringliteral">" key: \"shape\" \n"</span></div><div class="line"><a name="l00028"></a><span class="lineno"> 28</span>  <span class="stringliteral">" value { \n"</span></div><div class="line"><a name="l00029"></a><span class="lineno"> 29</span>  <span class="stringliteral">" shape { \n"</span></div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00033"></a><span class="lineno"> 33</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00034"></a><span class="lineno"> 34</span>  <span class="stringliteral">"node { \n"</span></div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span>  <span class="stringliteral">" name: \"ExpandDims\" \n"</span></div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span>  <span class="stringliteral">" op: \"ExpandDims\" \n"</span></div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span>  <span class="stringliteral">" input: \"graphInput\" \n"</span></div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span>  <span class="stringliteral">" attr { \n"</span></div><div class="line"><a name="l00039"></a><span class="lineno"> 39</span>  <span class="stringliteral">" key: \"T\" \n"</span></div><div class="line"><a name="l00040"></a><span class="lineno"> 40</span>  <span class="stringliteral">" value { \n"</span></div><div class="line"><a name="l00041"></a><span class="lineno"> 41</span>  <span class="stringliteral">" type: DT_FLOAT \n"</span></div><div class="line"><a name="l00042"></a><span class="lineno"> 42</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00043"></a><span class="lineno"> 43</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span>  <span class="stringliteral">" attr { \n"</span></div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span>  <span class="stringliteral">" key: \"Tdim\" \n"</span></div><div class="line"><a name="l00046"></a><span class="lineno"> 46</span>  <span class="stringliteral">" value { \n"</span>;</div><div class="line"><a name="l00047"></a><span class="lineno"> 47</span>  <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.xhtml#a5ca0f757171382fbf7fa5b05b447b024">m_Prototext</a> += <span class="stringliteral">"i:"</span> + expandDim;</div><div class="line"><a name="l00048"></a><span class="lineno"> 48</span>  <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.xhtml#a5ca0f757171382fbf7fa5b05b447b024">m_Prototext</a> +=</div><div class="line"><a name="l00049"></a><span class="lineno"> 49</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00050"></a><span class="lineno"> 50</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span>  <span class="stringliteral">"} \n"</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"> 53</span>  <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.xhtml#a2bb4ea256fbbf6d53068ca93bb4bc95c">SetupSingleInputSingleOutput</a>({ 2, 3, 5 }, <span class="stringliteral">"graphInput"</span>, <span class="stringliteral">"ExpandDims"</span>);</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> };</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> <span class="keyword">struct </span>ExpandZeroDim : ExpandDimsFixture</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>  ExpandZeroDim() : ExpandDimsFixture(<span class="stringliteral">"0"</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> </div><div class="line"><a name="l00062"></a><span class="lineno"> 62</span> <span class="keyword">struct </span>ExpandTwoDim : ExpandDimsFixture</div><div class="line"><a name="l00063"></a><span class="lineno"> 63</span> {</div><div class="line"><a name="l00064"></a><span class="lineno"> 64</span>  ExpandTwoDim() : ExpandDimsFixture(<span class="stringliteral">"2"</span>) {}</div><div class="line"><a name="l00065"></a><span class="lineno"> 65</span> };</div><div class="line"><a name="l00066"></a><span class="lineno"> 66</span> </div><div class="line"><a name="l00067"></a><span class="lineno"> 67</span> <span class="keyword">struct </span>ExpandThreeDim : ExpandDimsFixture</div><div class="line"><a name="l00068"></a><span class="lineno"> 68</span> {</div><div class="line"><a name="l00069"></a><span class="lineno"> 69</span>  ExpandThreeDim() : ExpandDimsFixture(<span class="stringliteral">"3"</span>) {}</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="keyword">struct </span>ExpandMinusOneDim : ExpandDimsFixture</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>  ExpandMinusOneDim() : ExpandDimsFixture(<span class="stringliteral">"-1"</span>) {}</div><div class="line"><a name="l00075"></a><span class="lineno"> 75</span> };</div><div class="line"><a name="l00076"></a><span class="lineno"> 76</span> </div><div class="line"><a name="l00077"></a><span class="lineno"> 77</span> <span class="keyword">struct </span>ExpandMinusThreeDim : ExpandDimsFixture</div><div class="line"><a name="l00078"></a><span class="lineno"> 78</span> {</div><div class="line"><a name="l00079"></a><span class="lineno"> 79</span>  ExpandMinusThreeDim() : ExpandDimsFixture(<span class="stringliteral">"-3"</span>) {}</div><div class="line"><a name="l00080"></a><span class="lineno"> 80</span> };</div><div class="line"><a name="l00081"></a><span class="lineno"> 81</span> </div><div class="line"><a name="l00082"></a><span class="lineno"><a class="line" href="_expand_dims_8cpp.xhtml#a5a825b021750b8a83ba880fbda166f6a"> 82</a></span> <a class="code" href="_expand_dims_8cpp.xhtml#a5a825b021750b8a83ba880fbda166f6a">BOOST_FIXTURE_TEST_CASE</a>(ParseExpandZeroDim, ExpandZeroDim)</div><div class="line"><a name="l00083"></a><span class="lineno"> 83</span> {</div><div class="line"><a name="l00084"></a><span class="lineno"> 84</span>  BOOST_TEST((m_Parser->GetNetworkOutputBindingInfo(<span class="stringliteral">"ExpandDims"</span>).second.GetShape() ==</div><div class="line"><a name="l00085"></a><span class="lineno"> 85</span>  <a class="code" href="classarmnn_1_1_tensor_shape.xhtml">armnn::TensorShape</a>({1, 2, 3, 5})));</div><div class="line"><a name="l00086"></a><span class="lineno"> 86</span> }</div><div class="line"><a name="l00087"></a><span class="lineno"> 87</span> </div><div class="line"><a name="l00088"></a><span class="lineno"><a class="line" href="_expand_dims_8cpp.xhtml#add2b41c0a265abb584c924ce3fd7aba8"> 88</a></span> <a class="code" href="_expand_dims_8cpp.xhtml#a5a825b021750b8a83ba880fbda166f6a">BOOST_FIXTURE_TEST_CASE</a>(ParseExpandTwoDim, ExpandTwoDim)</div><div class="line"><a name="l00089"></a><span class="lineno"> 89</span> {</div><div class="line"><a name="l00090"></a><span class="lineno"> 90</span>  BOOST_TEST((m_Parser->GetNetworkOutputBindingInfo(<span class="stringliteral">"ExpandDims"</span>).second.GetShape() ==</div><div class="line"><a name="l00091"></a><span class="lineno"> 91</span>  <a class="code" href="classarmnn_1_1_tensor_shape.xhtml">armnn::TensorShape</a>({2, 3, 1, 5})));</div><div class="line"><a name="l00092"></a><span class="lineno"> 92</span> }</div><div class="line"><a name="l00093"></a><span class="lineno"> 93</span> </div><div class="line"><a name="l00094"></a><span class="lineno"><a class="line" href="_expand_dims_8cpp.xhtml#a017af3a31be919d789da1fc354ccbbbc"> 94</a></span> <a class="code" href="_expand_dims_8cpp.xhtml#a5a825b021750b8a83ba880fbda166f6a">BOOST_FIXTURE_TEST_CASE</a>(ParseExpandThreeDim, ExpandThreeDim)</div><div class="line"><a name="l00095"></a><span class="lineno"> 95</span> {</div><div class="line"><a name="l00096"></a><span class="lineno"> 96</span>  BOOST_TEST((m_Parser->GetNetworkOutputBindingInfo(<span class="stringliteral">"ExpandDims"</span>).second.GetShape() ==</div><div class="line"><a name="l00097"></a><span class="lineno"> 97</span>  <a class="code" href="classarmnn_1_1_tensor_shape.xhtml">armnn::TensorShape</a>({2, 3, 5, 1})));</div><div class="line"><a name="l00098"></a><span class="lineno"> 98</span> }</div><div class="line"><a name="l00099"></a><span class="lineno"> 99</span> </div><div class="line"><a name="l00100"></a><span class="lineno"><a class="line" href="_expand_dims_8cpp.xhtml#a7431814e456257121aa3edf037e1786d"> 100</a></span> <a class="code" href="_expand_dims_8cpp.xhtml#a5a825b021750b8a83ba880fbda166f6a">BOOST_FIXTURE_TEST_CASE</a>(ParseExpandMinusOneDim, ExpandMinusOneDim)</div><div class="line"><a name="l00101"></a><span class="lineno"> 101</span> {</div><div class="line"><a name="l00102"></a><span class="lineno"> 102</span>  BOOST_TEST((m_Parser->GetNetworkOutputBindingInfo(<span class="stringliteral">"ExpandDims"</span>).second.GetShape() ==</div><div class="line"><a name="l00103"></a><span class="lineno"> 103</span>  <a class="code" href="classarmnn_1_1_tensor_shape.xhtml">armnn::TensorShape</a>({2, 3, 5, 1})));</div><div class="line"><a name="l00104"></a><span class="lineno"> 104</span> }</div><div class="line"><a name="l00105"></a><span class="lineno"> 105</span> </div><div class="line"><a name="l00106"></a><span class="lineno"><a class="line" href="_expand_dims_8cpp.xhtml#a6a2bd46292dd260e3f3f61b07df35945"> 106</a></span> <a class="code" href="_expand_dims_8cpp.xhtml#a5a825b021750b8a83ba880fbda166f6a">BOOST_FIXTURE_TEST_CASE</a>(ParseExpandMinusThreeDim, ExpandMinusThreeDim)</div><div class="line"><a name="l00107"></a><span class="lineno"> 107</span> {</div><div class="line"><a name="l00108"></a><span class="lineno"> 108</span>  BOOST_TEST((m_Parser->GetNetworkOutputBindingInfo(<span class="stringliteral">"ExpandDims"</span>).second.GetShape() ==</div><div class="line"><a name="l00109"></a><span class="lineno"> 109</span>  <a class="code" href="classarmnn_1_1_tensor_shape.xhtml">armnn::TensorShape</a>({2, 1, 3, 5})));</div><div class="line"><a name="l00110"></a><span class="lineno"> 110</span> }</div><div class="line"><a name="l00111"></a><span class="lineno"> 111</span> </div><div class="line"><a name="l00112"></a><span class="lineno"> 112</span> <span class="keyword">struct </span>ExpandDimsAsInputFixture : <span class="keyword">public</span> <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.xhtml">armnnUtils::ParserPrototxtFixture</a><armnnTfParser::ITfParser></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>  ExpandDimsAsInputFixture(<span class="keyword">const</span> std::string& expandDim,</div><div class="line"><a name="l00115"></a><span class="lineno"> 115</span>  <span class="keyword">const</span> <span class="keywordtype">bool</span> wrongDataType = <span class="keyword">false</span>,</div><div class="line"><a name="l00116"></a><span class="lineno"> 116</span>  <span class="keyword">const</span> std::string& numElements = <span class="stringliteral">"1"</span>)</div><div class="line"><a name="l00117"></a><span class="lineno"> 117</span>  {</div><div class="line"><a name="l00118"></a><span class="lineno"> 118</span>  std::string dataType = (wrongDataType) ? <span class="stringliteral">"DT_FLOAT"</span> : <span class="stringliteral">"DT_INT32"</span>;</div><div class="line"><a name="l00119"></a><span class="lineno"> 119</span>  std::string val = (wrongDataType) ? (<span class="stringliteral">"float_val: "</span> + expandDim + <span class="stringliteral">".0"</span>) : (<span class="stringliteral">"int_val: "</span>+ expandDim);</div><div class="line"><a name="l00120"></a><span class="lineno"> 120</span> </div><div class="line"><a name="l00121"></a><span class="lineno"> 121</span>  m_Prototext = R<span class="stringliteral">"(</span></div><div class="line"><a name="l00122"></a><span class="lineno"> 122</span> <span class="stringliteral"> node {</span></div><div class="line"><a name="l00123"></a><span class="lineno"> 123</span> <span class="stringliteral"> name: "a"</span></div><div class="line"><a name="l00124"></a><span class="lineno"> 124</span> <span class="stringliteral"> op: "Placeholder"</span></div><div class="line"><a name="l00125"></a><span class="lineno"> 125</span> <span class="stringliteral"> attr {</span></div><div class="line"><a name="l00126"></a><span class="lineno"> 126</span> <span class="stringliteral"> key: "dtype"</span></div><div class="line"><a name="l00127"></a><span class="lineno"> 127</span> <span class="stringliteral"> value {</span></div><div class="line"><a name="l00128"></a><span class="lineno"> 128</span> <span class="stringliteral"> type: DT_FLOAT</span></div><div class="line"><a name="l00129"></a><span class="lineno"> 129</span> <span class="stringliteral"> }</span></div><div class="line"><a name="l00130"></a><span class="lineno"> 130</span> <span class="stringliteral"> }</span></div><div class="line"><a name="l00131"></a><span class="lineno"> 131</span> <span class="stringliteral"> attr {</span></div><div class="line"><a name="l00132"></a><span class="lineno"> 132</span> <span class="stringliteral"> key: "shape"</span></div><div class="line"><a name="l00133"></a><span class="lineno"> 133</span> <span class="stringliteral"> value {</span></div><div class="line"><a name="l00134"></a><span class="lineno"> 134</span> <span class="stringliteral"> shape {</span></div><div class="line"><a name="l00135"></a><span class="lineno"> 135</span> <span class="stringliteral"> dim {</span></div><div class="line"><a name="l00136"></a><span class="lineno"> 136</span> <span class="stringliteral"> size: 1</span></div><div class="line"><a name="l00137"></a><span class="lineno"> 137</span> <span class="stringliteral"> }</span></div><div class="line"><a name="l00138"></a><span class="lineno"> 138</span> <span class="stringliteral"> dim {</span></div><div class="line"><a name="l00139"></a><span class="lineno"> 139</span> <span class="stringliteral"> size: 4</span></div><div class="line"><a name="l00140"></a><span class="lineno"> 140</span> <span class="stringliteral"> }</span></div><div class="line"><a name="l00141"></a><span class="lineno"> 141</span> <span class="stringliteral"> }</span></div><div class="line"><a name="l00142"></a><span class="lineno"> 142</span> <span class="stringliteral"> }</span></div><div class="line"><a name="l00143"></a><span class="lineno"> 143</span> <span class="stringliteral"> }</span></div><div class="line"><a name="l00144"></a><span class="lineno"> 144</span> <span class="stringliteral"> }</span></div><div class="line"><a name="l00145"></a><span class="lineno"> 145</span> <span class="stringliteral"> node {</span></div><div class="line"><a name="l00146"></a><span class="lineno"> 146</span> <span class="stringliteral"> name: "b"</span></div><div class="line"><a name="l00147"></a><span class="lineno"> 147</span> <span class="stringliteral"> op: "Const"</span></div><div class="line"><a name="l00148"></a><span class="lineno"> 148</span> <span class="stringliteral"> attr {</span></div><div class="line"><a name="l00149"></a><span class="lineno"> 149</span> <span class="stringliteral"> key: "dtype"</span></div><div class="line"><a name="l00150"></a><span class="lineno"> 150</span> <span class="stringliteral"> value {</span></div><div class="line"><a name="l00151"></a><span class="lineno"> 151</span> <span class="stringliteral"> type: )" + dataType + R</span><span class="stringliteral">"(</span></div><div class="line"><a name="l00152"></a><span class="lineno"> 152</span> <span class="stringliteral"> }</span></div><div class="line"><a name="l00153"></a><span class="lineno"> 153</span> <span class="stringliteral"> }</span></div><div class="line"><a name="l00154"></a><span class="lineno"> 154</span> <span class="stringliteral"> attr {</span></div><div class="line"><a name="l00155"></a><span class="lineno"> 155</span> <span class="stringliteral"> key: "value"</span></div><div class="line"><a name="l00156"></a><span class="lineno"> 156</span> <span class="stringliteral"> value {</span></div><div class="line"><a name="l00157"></a><span class="lineno"> 157</span> <span class="stringliteral"> tensor {</span></div><div class="line"><a name="l00158"></a><span class="lineno"> 158</span> <span class="stringliteral"> dtype: )" + dataType + R</span><span class="stringliteral">"(</span></div><div class="line"><a name="l00159"></a><span class="lineno"> 159</span> <span class="stringliteral"> tensor_shape {</span></div><div class="line"><a name="l00160"></a><span class="lineno"> 160</span> <span class="stringliteral"> dim {</span></div><div class="line"><a name="l00161"></a><span class="lineno"> 161</span> <span class="stringliteral"> size: )" + numElements + R</span><span class="stringliteral">"(</span></div><div class="line"><a name="l00162"></a><span class="lineno"> 162</span> <span class="stringliteral"> }</span></div><div class="line"><a name="l00163"></a><span class="lineno"> 163</span> <span class="stringliteral"> }</span></div><div class="line"><a name="l00164"></a><span class="lineno"> 164</span> <span class="stringliteral"> )" + val + R</span><span class="stringliteral">"(</span></div><div class="line"><a name="l00165"></a><span class="lineno"> 165</span> <span class="stringliteral"> }</span></div><div class="line"><a name="l00166"></a><span class="lineno"> 166</span> <span class="stringliteral"> }</span></div><div class="line"><a name="l00167"></a><span class="lineno"> 167</span> <span class="stringliteral"> }</span></div><div class="line"><a name="l00168"></a><span class="lineno"> 168</span> <span class="stringliteral"> }</span></div><div class="line"><a name="l00169"></a><span class="lineno"> 169</span> <span class="stringliteral"> node {</span></div><div class="line"><a name="l00170"></a><span class="lineno"> 170</span> <span class="stringliteral"> name: "ExpandDims"</span></div><div class="line"><a name="l00171"></a><span class="lineno"> 171</span> <span class="stringliteral"> op: "ExpandDims"</span></div><div class="line"><a name="l00172"></a><span class="lineno"> 172</span> <span class="stringliteral"> input: "a"</span></div><div class="line"><a name="l00173"></a><span class="lineno"> 173</span> <span class="stringliteral"> input: "b"</span></div><div class="line"><a name="l00174"></a><span class="lineno"> 174</span> <span class="stringliteral"> attr {</span></div><div class="line"><a name="l00175"></a><span class="lineno"> 175</span> <span class="stringliteral"> key: "T"</span></div><div class="line"><a name="l00176"></a><span class="lineno"> 176</span> <span class="stringliteral"> value {</span></div><div class="line"><a name="l00177"></a><span class="lineno"> 177</span> <span class="stringliteral"> type: DT_FLOAT</span></div><div class="line"><a name="l00178"></a><span class="lineno"> 178</span> <span class="stringliteral"> }</span></div><div class="line"><a name="l00179"></a><span class="lineno"> 179</span> <span class="stringliteral"> }</span></div><div class="line"><a name="l00180"></a><span class="lineno"> 180</span> <span class="stringliteral"> attr {</span></div><div class="line"><a name="l00181"></a><span class="lineno"> 181</span> <span class="stringliteral"> key: "Tdim"</span></div><div class="line"><a name="l00182"></a><span class="lineno"> 182</span> <span class="stringliteral"> value {</span></div><div class="line"><a name="l00183"></a><span class="lineno"> 183</span> <span class="stringliteral"> type: DT_INT32</span></div><div class="line"><a name="l00184"></a><span class="lineno"> 184</span> <span class="stringliteral"> }</span></div><div class="line"><a name="l00185"></a><span class="lineno"> 185</span> <span class="stringliteral"> }</span></div><div class="line"><a name="l00186"></a><span class="lineno"> 186</span> <span class="stringliteral"> }</span></div><div class="line"><a name="l00187"></a><span class="lineno"> 187</span> <span class="stringliteral"> versions {</span></div><div class="line"><a name="l00188"></a><span class="lineno"> 188</span> <span class="stringliteral"> producer: 134</span></div><div class="line"><a name="l00189"></a><span class="lineno"> 189</span> <span class="stringliteral"> })";</span></div><div class="line"><a name="l00190"></a><span class="lineno"> 190</span> <span class="stringliteral"> }</span></div><div class="line"><a name="l00191"></a><span class="lineno"> 191</span> <span class="stringliteral">};</span></div><div class="line"><a name="l00192"></a><span class="lineno"> 192</span> <span class="stringliteral"></span></div><div class="line"><a name="l00193"></a><span class="lineno"> 193</span> <span class="stringliteral"></span><span class="keyword">struct </span>ExpandDimAsInput : ExpandDimsAsInputFixture</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>  ExpandDimAsInput() : ExpandDimsAsInputFixture(<span class="stringliteral">"0"</span>)</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>  Setup({{<span class="stringliteral">"a"</span>, {1,4}} ,{<span class="stringliteral">"b"</span>,{1,1}}}, { <span class="stringliteral">"ExpandDims"</span> });</div><div class="line"><a name="l00198"></a><span class="lineno"> 198</span>  }</div><div class="line"><a name="l00199"></a><span class="lineno"> 199</span> };</div><div class="line"><a name="l00200"></a><span class="lineno"> 200</span> </div><div class="line"><a name="l00201"></a><span class="lineno"> 201</span> </div><div class="line"><a name="l00202"></a><span class="lineno"><a class="line" href="_expand_dims_8cpp.xhtml#a529bac4e8819e87b652139db86218585"> 202</a></span> <a class="code" href="_expand_dims_8cpp.xhtml#a5a825b021750b8a83ba880fbda166f6a">BOOST_FIXTURE_TEST_CASE</a>(ParseExpandDimAsInput, ExpandDimAsInput)</div><div class="line"><a name="l00203"></a><span class="lineno"> 203</span> {</div><div class="line"><a name="l00204"></a><span class="lineno"> 204</span>  <span class="comment">// Axis parameter that describes which axis/dim should be expanded is passed as a second input</span></div><div class="line"><a name="l00205"></a><span class="lineno"> 205</span>  BOOST_TEST((m_Parser->GetNetworkOutputBindingInfo(<span class="stringliteral">"ExpandDims"</span>).second.GetShape() ==</div><div class="line"><a name="l00206"></a><span class="lineno"> 206</span>  <a class="code" href="classarmnn_1_1_tensor_shape.xhtml">armnn::TensorShape</a>({1, 1, 4})));</div><div class="line"><a name="l00207"></a><span class="lineno"> 207</span> }</div><div class="line"><a name="l00208"></a><span class="lineno"> 208</span> </div><div class="line"><a name="l00209"></a><span class="lineno"> 209</span> <span class="keyword">struct </span>ExpandDimAsInputWrongDataType : ExpandDimsAsInputFixture</div><div class="line"><a name="l00210"></a><span class="lineno"> 210</span> {</div><div class="line"><a name="l00211"></a><span class="lineno"> 211</span>  ExpandDimAsInputWrongDataType() : ExpandDimsAsInputFixture(<span class="stringliteral">"0"</span>, <span class="keyword">true</span>, <span class="stringliteral">"1"</span>) {}</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> </div><div class="line"><a name="l00214"></a><span class="lineno"><a class="line" href="_expand_dims_8cpp.xhtml#a305a70fc9b2896ff9d14d67f47ece8c8"> 214</a></span> <a class="code" href="_expand_dims_8cpp.xhtml#a5a825b021750b8a83ba880fbda166f6a">BOOST_FIXTURE_TEST_CASE</a>(ParseExpandDimAsInputWrongDataType, ExpandDimAsInputWrongDataType)</div><div class="line"><a name="l00215"></a><span class="lineno"> 215</span> {</div><div class="line"><a name="l00216"></a><span class="lineno"> 216</span>  <span class="comment">// Axis parameter that describes which axis/dim should be expanded is passed as a second input</span></div><div class="line"><a name="l00217"></a><span class="lineno"> 217</span>  <span class="comment">// Axis parameter is of wrong data type (float instead of int32)</span></div><div class="line"><a name="l00218"></a><span class="lineno"> 218</span>  BOOST_REQUIRE_THROW(Setup({{<span class="stringliteral">"a"</span>, {1,4}} ,{<span class="stringliteral">"b"</span>,{1,1}}}, { <span class="stringliteral">"ExpandDims"</span> }), <a class="code" href="classarmnn_1_1_parse_exception.xhtml">armnn::ParseException</a>);</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> </div><div class="line"><a name="l00221"></a><span class="lineno"> 221</span> <span class="keyword">struct </span>ExpandDimAsInputWrongShape : ExpandDimsAsInputFixture</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>  ExpandDimAsInputWrongShape() : ExpandDimsAsInputFixture(<span class="stringliteral">"0"</span>, <span class="keyword">false</span>, <span class="stringliteral">"2"</span>) {}</div><div class="line"><a name="l00224"></a><span class="lineno"> 224</span> };</div><div class="line"><a name="l00225"></a><span class="lineno"> 225</span> </div><div class="line"><a name="l00226"></a><span class="lineno"><a class="line" href="_expand_dims_8cpp.xhtml#a5630eccf4da6cf0f6c97452df0a82ce3"> 226</a></span> <a class="code" href="_expand_dims_8cpp.xhtml#a5a825b021750b8a83ba880fbda166f6a">BOOST_FIXTURE_TEST_CASE</a>(ParseExpandDimAsInputWrongShape, ExpandDimAsInputWrongShape)</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>  <span class="comment">// Axis parameter that describes which axis/dim should be expanded is passed as a second input</span></div><div class="line"><a name="l00229"></a><span class="lineno"> 229</span>  <span class="comment">// Axis parameter is of wrong shape</span></div><div class="line"><a name="l00230"></a><span class="lineno"> 230</span>  BOOST_REQUIRE_THROW(Setup({{<span class="stringliteral">"a"</span>, {1,4}} ,{<span class="stringliteral">"b"</span>,{1,1}}}, { <span class="stringliteral">"ExpandDims"</span> }), <a class="code" href="classarmnn_1_1_parse_exception.xhtml">armnn::ParseException</a>);</div><div class="line"><a name="l00231"></a><span class="lineno"> 231</span> }</div><div class="line"><a name="l00232"></a><span class="lineno"> 232</span> </div><div class="line"><a name="l00233"></a><span class="lineno"> 233</span> <span class="keyword">struct </span>ExpandDimsAsNotConstInputFixture : <span class="keyword">public</span> <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.xhtml">armnnUtils::ParserPrototxtFixture</a><armnnTfParser::ITfParser></div><div class="line"><a name="l00234"></a><span class="lineno"> 234</span> {</div><div class="line"><a name="l00235"></a><span class="lineno"> 235</span>  ExpandDimsAsNotConstInputFixture()</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>  m_Prototext = R<span class="stringliteral">"(</span></div><div class="line"><a name="l00238"></a><span class="lineno"> 238</span> <span class="stringliteral"> node {</span></div><div class="line"><a name="l00239"></a><span class="lineno"> 239</span> <span class="stringliteral"> name: "a"</span></div><div class="line"><a name="l00240"></a><span class="lineno"> 240</span> <span class="stringliteral"> op: "Placeholder"</span></div><div class="line"><a name="l00241"></a><span class="lineno"> 241</span> <span class="stringliteral"> attr {</span></div><div class="line"><a name="l00242"></a><span class="lineno"> 242</span> <span class="stringliteral"> key: "dtype"</span></div><div class="line"><a name="l00243"></a><span class="lineno"> 243</span> <span class="stringliteral"> value {</span></div><div class="line"><a name="l00244"></a><span class="lineno"> 244</span> <span class="stringliteral"> type: DT_FLOAT</span></div><div class="line"><a name="l00245"></a><span class="lineno"> 245</span> <span class="stringliteral"> }</span></div><div class="line"><a name="l00246"></a><span class="lineno"> 246</span> <span class="stringliteral"> }</span></div><div class="line"><a name="l00247"></a><span class="lineno"> 247</span> <span class="stringliteral"> attr {</span></div><div class="line"><a name="l00248"></a><span class="lineno"> 248</span> <span class="stringliteral"> key: "shape"</span></div><div class="line"><a name="l00249"></a><span class="lineno"> 249</span> <span class="stringliteral"> value {</span></div><div class="line"><a name="l00250"></a><span class="lineno"> 250</span> <span class="stringliteral"> shape {</span></div><div class="line"><a name="l00251"></a><span class="lineno"> 251</span> <span class="stringliteral"> dim {</span></div><div class="line"><a name="l00252"></a><span class="lineno"> 252</span> <span class="stringliteral"> size: 1</span></div><div class="line"><a name="l00253"></a><span class="lineno"> 253</span> <span class="stringliteral"> }</span></div><div class="line"><a name="l00254"></a><span class="lineno"> 254</span> <span class="stringliteral"> dim {</span></div><div class="line"><a name="l00255"></a><span class="lineno"> 255</span> <span class="stringliteral"> size: 4</span></div><div class="line"><a name="l00256"></a><span class="lineno"> 256</span> <span class="stringliteral"> }</span></div><div class="line"><a name="l00257"></a><span class="lineno"> 257</span> <span class="stringliteral"> }</span></div><div class="line"><a name="l00258"></a><span class="lineno"> 258</span> <span class="stringliteral"> }</span></div><div class="line"><a name="l00259"></a><span class="lineno"> 259</span> <span class="stringliteral"> }</span></div><div class="line"><a name="l00260"></a><span class="lineno"> 260</span> <span class="stringliteral"> }</span></div><div class="line"><a name="l00261"></a><span class="lineno"> 261</span> <span class="stringliteral"> node {</span></div><div class="line"><a name="l00262"></a><span class="lineno"> 262</span> <span class="stringliteral"> name: "b"</span></div><div class="line"><a name="l00263"></a><span class="lineno"> 263</span> <span class="stringliteral"> op: "Placeholder"</span></div><div class="line"><a name="l00264"></a><span class="lineno"> 264</span> <span class="stringliteral"> attr {</span></div><div class="line"><a name="l00265"></a><span class="lineno"> 265</span> <span class="stringliteral"> key: "dtype"</span></div><div class="line"><a name="l00266"></a><span class="lineno"> 266</span> <span class="stringliteral"> value {</span></div><div class="line"><a name="l00267"></a><span class="lineno"> 267</span> <span class="stringliteral"> type: DT_INT32</span></div><div class="line"><a name="l00268"></a><span class="lineno"> 268</span> <span class="stringliteral"> }</span></div><div class="line"><a name="l00269"></a><span class="lineno"> 269</span> <span class="stringliteral"> }</span></div><div class="line"><a name="l00270"></a><span class="lineno"> 270</span> <span class="stringliteral"> attr {</span></div><div class="line"><a name="l00271"></a><span class="lineno"> 271</span> <span class="stringliteral"> key: "shape"</span></div><div class="line"><a name="l00272"></a><span class="lineno"> 272</span> <span class="stringliteral"> value {</span></div><div class="line"><a name="l00273"></a><span class="lineno"> 273</span> <span class="stringliteral"> shape {</span></div><div class="line"><a name="l00274"></a><span class="lineno"> 274</span> <span class="stringliteral"> dim {</span></div><div class="line"><a name="l00275"></a><span class="lineno"> 275</span> <span class="stringliteral"> size: 1</span></div><div class="line"><a name="l00276"></a><span class="lineno"> 276</span> <span class="stringliteral"> }</span></div><div class="line"><a name="l00277"></a><span class="lineno"> 277</span> <span class="stringliteral"> }</span></div><div class="line"><a name="l00278"></a><span class="lineno"> 278</span> <span class="stringliteral"> }</span></div><div class="line"><a name="l00279"></a><span class="lineno"> 279</span> <span class="stringliteral"> }</span></div><div class="line"><a name="l00280"></a><span class="lineno"> 280</span> <span class="stringliteral"> }</span></div><div class="line"><a name="l00281"></a><span class="lineno"> 281</span> <span class="stringliteral"> node {</span></div><div class="line"><a name="l00282"></a><span class="lineno"> 282</span> <span class="stringliteral"> name: "ExpandDims"</span></div><div class="line"><a name="l00283"></a><span class="lineno"> 283</span> <span class="stringliteral"> op: "ExpandDims"</span></div><div class="line"><a name="l00284"></a><span class="lineno"> 284</span> <span class="stringliteral"> input: "a"</span></div><div class="line"><a name="l00285"></a><span class="lineno"> 285</span> <span class="stringliteral"> input: "b"</span></div><div class="line"><a name="l00286"></a><span class="lineno"> 286</span> <span class="stringliteral"> attr {</span></div><div class="line"><a name="l00287"></a><span class="lineno"> 287</span> <span class="stringliteral"> key: "T"</span></div><div class="line"><a name="l00288"></a><span class="lineno"> 288</span> <span class="stringliteral"> value {</span></div><div class="line"><a name="l00289"></a><span class="lineno"> 289</span> <span class="stringliteral"> type: DT_FLOAT</span></div><div class="line"><a name="l00290"></a><span class="lineno"> 290</span> <span class="stringliteral"> }</span></div><div class="line"><a name="l00291"></a><span class="lineno"> 291</span> <span class="stringliteral"> }</span></div><div class="line"><a name="l00292"></a><span class="lineno"> 292</span> <span class="stringliteral"> attr {</span></div><div class="line"><a name="l00293"></a><span class="lineno"> 293</span> <span class="stringliteral"> key: "Tdim"</span></div><div class="line"><a name="l00294"></a><span class="lineno"> 294</span> <span class="stringliteral"> value {</span></div><div class="line"><a name="l00295"></a><span class="lineno"> 295</span> <span class="stringliteral"> type: DT_INT32</span></div><div class="line"><a name="l00296"></a><span class="lineno"> 296</span> <span class="stringliteral"> }</span></div><div class="line"><a name="l00297"></a><span class="lineno"> 297</span> <span class="stringliteral"> }</span></div><div class="line"><a name="l00298"></a><span class="lineno"> 298</span> <span class="stringliteral"> }</span></div><div class="line"><a name="l00299"></a><span class="lineno"> 299</span> <span class="stringliteral"> versions {</span></div><div class="line"><a name="l00300"></a><span class="lineno"> 300</span> <span class="stringliteral"> producer: 134</span></div><div class="line"><a name="l00301"></a><span class="lineno"> 301</span> <span class="stringliteral"> })";</span></div><div class="line"><a name="l00302"></a><span class="lineno"> 302</span> <span class="stringliteral"> }</span></div><div class="line"><a name="l00303"></a><span class="lineno"> 303</span> <span class="stringliteral">};</span></div><div class="line"><a name="l00304"></a><span class="lineno"> 304</span> <span class="stringliteral"></span></div><div class="line"><a name="l00305"></a><span class="lineno"><a class="line" href="_expand_dims_8cpp.xhtml#aed4b1e6359088b029828dd65dd2732af"> 305</a></span> <span class="stringliteral"><a class="code" href="_expand_dims_8cpp.xhtml#a5a825b021750b8a83ba880fbda166f6a">BOOST_FIXTURE_TEST_CASE</a>(ParseExpandDimAsNotConstInput, ExpandDimsAsNotConstInputFixture)</span></div><div class="line"><a name="l00306"></a><span class="lineno"> 306</span> <span class="stringliteral">{</span></div><div class="line"><a name="l00307"></a><span class="lineno"> 307</span> <span class="stringliteral"> </span><span class="comment">// Axis parameter that describes which axis/dim should be expanded is passed as a second input.</span></div><div class="line"><a name="l00308"></a><span class="lineno"> 308</span>  <span class="comment">// But is not a constant tensor --> not supported</span></div><div class="line"><a name="l00309"></a><span class="lineno"> 309</span>  BOOST_REQUIRE_THROW(Setup({{<span class="stringliteral">"a"</span>, {1,4}} ,{<span class="stringliteral">"b"</span>,{1,1}}}, { <span class="stringliteral">"ExpandDims"</span> }),</div><div class="line"><a name="l00310"></a><span class="lineno"> 310</span>  <a class="code" href="classarmnn_1_1_parse_exception.xhtml">armnn::ParseException</a>);</div><div class="line"><a name="l00311"></a><span class="lineno"> 311</span> }</div><div class="line"><a name="l00312"></a><span class="lineno"> 312</span> </div><div class="line"><a name="l00313"></a><span class="lineno"> 313</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="structarmnn_utils_1_1_parser_prototxt_fixture_xhtml_a5ca0f757171382fbf7fa5b05b447b024"><div class="ttname"><a href="structarmnn_utils_1_1_parser_prototxt_fixture.xhtml#a5ca0f757171382fbf7fa5b05b447b024">armnnUtils::ParserPrototxtFixture< armnnTfParser::ITfParser >::m_Prototext</a></div><div class="ttdeci">std::string m_Prototext</div><div class="ttdef"><b>Definition:</b> <a href="_parser_prototxt_fixture_8hpp_source.xhtml#l00067">ParserPrototxtFixture.hpp:67</a></div></div>
<div class="ttc" id="_i_tf_parser_8hpp_xhtml"><div class="ttname"><a href="_i_tf_parser_8hpp.xhtml">ITfParser.hpp</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="_parser_prototxt_fixture_8hpp_xhtml"><div class="ttname"><a href="_parser_prototxt_fixture_8hpp.xhtml">ParserPrototxtFixture.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="classarmnn_1_1_parse_exception_xhtml"><div class="ttname"><a href="classarmnn_1_1_parse_exception.xhtml">armnn::ParseException</a></div><div class="ttdef"><b>Definition:</b> <a href="_exceptions_8hpp_source.xhtml#l00092">Exceptions.hpp:92</a></div></div>
<div class="ttc" id="structarmnn_utils_1_1_parser_prototxt_fixture_xhtml_a2bb4ea256fbbf6d53068ca93bb4bc95c"><div class="ttname"><a href="structarmnn_utils_1_1_parser_prototxt_fixture.xhtml#a2bb4ea256fbbf6d53068ca93bb4bc95c">armnnUtils::ParserPrototxtFixture::SetupSingleInputSingleOutput</a></div><div class="ttdeci">void SetupSingleInputSingleOutput(const std::string &inputName, const std::string &outputName)</div><div class="ttdoc">Parses and loads the network defined by the m_Prototext string. </div><div class="ttdef"><b>Definition:</b> <a href="_parser_prototxt_fixture_8hpp_source.xhtml#l00085">ParserPrototxtFixture.hpp:85</a></div></div>
<div class="ttc" id="structarmnn_utils_1_1_parser_prototxt_fixture_xhtml"><div class="ttname"><a href="structarmnn_utils_1_1_parser_prototxt_fixture.xhtml">armnnUtils::ParserPrototxtFixture</a></div><div class="ttdef"><b>Definition:</b> <a href="_parser_prototxt_fixture_8hpp_source.xhtml#l00023">ParserPrototxtFixture.hpp:23</a></div></div>
<div class="ttc" id="_expand_dims_8cpp_xhtml_a5a825b021750b8a83ba880fbda166f6a"><div class="ttname"><a href="_expand_dims_8cpp.xhtml#a5a825b021750b8a83ba880fbda166f6a">BOOST_FIXTURE_TEST_CASE</a></div><div class="ttdeci">BOOST_FIXTURE_TEST_CASE(ParseExpandZeroDim, ExpandZeroDim)</div><div class="ttdef"><b>Definition:</b> <a href="_expand_dims_8cpp_source.xhtml#l00082">ExpandDims.cpp:82</a></div></div>
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