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<div class="title">Convolution2d.cpp</div> </div>
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<a href="_convolution2d_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> <span class="preprocessor">#include <array></span></div><div class="line"><a name="l00011"></a><span class="lineno"> 11</span> <span class="preprocessor">#include <string></span></div><div class="line"><a name="l00012"></a><span class="lineno"> 12</span> <span class="preprocessor">#include <iostream></span></div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span> </div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span> <a class="code" href="_output_shape_of_squeeze_8cpp.xhtml#ae3a6cb217a792718f2bd0e8f45e3ca9e">BOOST_AUTO_TEST_SUITE</a>(TensorflowParser)</div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span> </div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span> <span class="keyword">struct </span>Convolution2dFixture : <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="l00017"></a><span class="lineno"> 17</span> {</div><div class="line"><a name="l00018"></a><span class="lineno"> 18</span>  <span class="keyword">explicit</span> Convolution2dFixture(<span class="keyword">const</span> std::string& dataLayout, <span class="keyword">const</span> std::string& paddingType)</div><div class="line"><a name="l00019"></a><span class="lineno"> 19</span>  : Convolution2dFixture(dataLayout, paddingType, 1)</div><div class="line"><a name="l00020"></a><span class="lineno"> 20</span>  {}</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>  <span class="comment">// Dilation: 0 - dilations attribute is not included;</span></div><div class="line"><a name="l00023"></a><span class="lineno"> 23</span>  <span class="comment">// Dilation: >0 - dilations attribute set to [1,v,v,1], where v is the value of the dilation arg</span></div><div class="line"><a name="l00024"></a><span class="lineno"> 24</span>  <span class="keyword">explicit</span> Convolution2dFixture(<span class="keyword">const</span> std::string& dataLayout, <span class="keyword">const</span> std::string& paddingType,</div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span>  <span class="keywordtype">int</span> stride, <span class="keywordtype">int</span> dilation = 0)</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>  std::string strideString (<span class="stringliteral">" i: 1 \n"</span></div><div class="line"><a name="l00028"></a><span class="lineno"> 28</span>  <span class="stringliteral">" i: 1 \n"</span>);</div><div class="line"><a name="l00029"></a><span class="lineno"> 29</span>  <span class="keywordflow">if</span> (dataLayout == <span class="stringliteral">"NHWC"</span>)</div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span>  {</div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span>  strideString.append(<span class="stringliteral">" i: "</span> + std::to_string(stride) + <span class="stringliteral">" \n"</span></div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span>  <span class="stringliteral">" i: 1 \n"</span>);</div><div class="line"><a name="l00033"></a><span class="lineno"> 33</span>  }</div><div class="line"><a name="l00034"></a><span class="lineno"> 34</span>  <span class="keywordflow">else</span> <span class="comment">// dataLayout == "NCHW"</span></div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span>  {</div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span>  strideString.append(<span class="stringliteral">" i: 1 \n"</span></div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span>  <span class="stringliteral">" i: "</span> + std::to_string(stride) + <span class="stringliteral">" \n"</span>);</div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span>  }</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>  std::string dilationString;</div><div class="line"><a name="l00041"></a><span class="lineno"> 41</span>  <span class="keywordflow">if</span> (dataLayout == <span class="stringliteral">"NHWC"</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"> 43</span>  dilationString.append(<span class="stringliteral">" i: 1 \n"</span></div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span>  <span class="stringliteral">" i: "</span> + std::to_string(dilation) + <span class="stringliteral">" \n"</span></div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span>  <span class="stringliteral">" i: "</span> + std::to_string(dilation) + <span class="stringliteral">" \n"</span></div><div class="line"><a name="l00046"></a><span class="lineno"> 46</span>  <span class="stringliteral">" i: 1 \n"</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"> 48</span>  <span class="keywordflow">else</span> <span class="comment">// dataLayout == "NCHW"</span></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>  dilationString.append(<span class="stringliteral">" i: 1 \n"</span></div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span>  <span class="stringliteral">" i: 1 \n"</span></div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span>  <span class="stringliteral">" i: "</span> + std::to_string(dilation) + <span class="stringliteral">" \n"</span></div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span>  <span class="stringliteral">" i: "</span> + std::to_string(dilation) + <span class="stringliteral">" \n"</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>  <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.xhtml#a5ca0f757171382fbf7fa5b05b447b024">m_Prototext</a> = <span class="stringliteral">"node { \n"</span></div><div class="line"><a name="l00057"></a><span class="lineno"> 57</span>  <span class="stringliteral">" name: \"graphInput\" \n"</span></div><div class="line"><a name="l00058"></a><span class="lineno"> 58</span>  <span class="stringliteral">" op: \"Placeholder\" \n"</span></div><div class="line"><a name="l00059"></a><span class="lineno"> 59</span>  <span class="stringliteral">" attr { \n"</span></div><div class="line"><a name="l00060"></a><span class="lineno"> 60</span>  <span class="stringliteral">" key: \"dtype\" \n"</span></div><div class="line"><a name="l00061"></a><span class="lineno"> 61</span>  <span class="stringliteral">" value { \n"</span></div><div class="line"><a name="l00062"></a><span class="lineno"> 62</span>  <span class="stringliteral">" type: DT_FLOAT \n"</span></div><div class="line"><a name="l00063"></a><span class="lineno"> 63</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00064"></a><span class="lineno"> 64</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00065"></a><span class="lineno"> 65</span>  <span class="stringliteral">" attr { \n"</span></div><div class="line"><a name="l00066"></a><span class="lineno"> 66</span>  <span class="stringliteral">" key: \"shape\" \n"</span></div><div class="line"><a name="l00067"></a><span class="lineno"> 67</span>  <span class="stringliteral">" value { \n"</span></div><div class="line"><a name="l00068"></a><span class="lineno"> 68</span>  <span class="stringliteral">" shape { \n"</span></div><div class="line"><a name="l00069"></a><span class="lineno"> 69</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00070"></a><span class="lineno"> 70</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00071"></a><span class="lineno"> 71</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00072"></a><span class="lineno"> 72</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00073"></a><span class="lineno"> 73</span>  <span class="stringliteral">" node { \n"</span></div><div class="line"><a name="l00074"></a><span class="lineno"> 74</span>  <span class="stringliteral">" name: \"Const_1\" \n"</span></div><div class="line"><a name="l00075"></a><span class="lineno"> 75</span>  <span class="stringliteral">" op: \"Const\" \n"</span></div><div class="line"><a name="l00076"></a><span class="lineno"> 76</span>  <span class="stringliteral">" attr { \n"</span></div><div class="line"><a name="l00077"></a><span class="lineno"> 77</span>  <span class="stringliteral">" key: \"dtype\" \n"</span></div><div class="line"><a name="l00078"></a><span class="lineno"> 78</span>  <span class="stringliteral">" value { \n"</span></div><div class="line"><a name="l00079"></a><span class="lineno"> 79</span>  <span class="stringliteral">" type: DT_FLOAT \n"</span></div><div class="line"><a name="l00080"></a><span class="lineno"> 80</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00081"></a><span class="lineno"> 81</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00082"></a><span class="lineno"> 82</span>  <span class="stringliteral">" attr { \n"</span></div><div class="line"><a name="l00083"></a><span class="lineno"> 83</span>  <span class="stringliteral">" key: \"value\" \n"</span></div><div class="line"><a name="l00084"></a><span class="lineno"> 84</span>  <span class="stringliteral">" value { \n"</span></div><div class="line"><a name="l00085"></a><span class="lineno"> 85</span>  <span class="stringliteral">" tensor { \n"</span></div><div class="line"><a name="l00086"></a><span class="lineno"> 86</span>  <span class="stringliteral">" dtype: DT_FLOAT \n"</span></div><div class="line"><a name="l00087"></a><span class="lineno"> 87</span>  <span class="stringliteral">" tensor_shape { \n"</span></div><div class="line"><a name="l00088"></a><span class="lineno"> 88</span>  <span class="stringliteral">" dim { \n"</span></div><div class="line"><a name="l00089"></a><span class="lineno"> 89</span>  <span class="stringliteral">" size: 1 \n"</span></div><div class="line"><a name="l00090"></a><span class="lineno"> 90</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00091"></a><span class="lineno"> 91</span>  <span class="stringliteral">" dim { \n"</span></div><div class="line"><a name="l00092"></a><span class="lineno"> 92</span>  <span class="stringliteral">" size: 3 \n"</span></div><div class="line"><a name="l00093"></a><span class="lineno"> 93</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00094"></a><span class="lineno"> 94</span>  <span class="stringliteral">" dim { \n"</span></div><div class="line"><a name="l00095"></a><span class="lineno"> 95</span>  <span class="stringliteral">" size: 1 \n"</span></div><div class="line"><a name="l00096"></a><span class="lineno"> 96</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00097"></a><span class="lineno"> 97</span>  <span class="stringliteral">" dim { \n"</span></div><div class="line"><a name="l00098"></a><span class="lineno"> 98</span>  <span class="stringliteral">" size: 1 \n"</span></div><div class="line"><a name="l00099"></a><span class="lineno"> 99</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00100"></a><span class="lineno"> 100</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00101"></a><span class="lineno"> 101</span>  <span class="stringliteral">" tensor_content: \"\\000\\000\\000?\\000\\000\\200?\\000\\000\\000?\" \n"</span></div><div class="line"><a name="l00102"></a><span class="lineno"> 102</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00103"></a><span class="lineno"> 103</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00104"></a><span class="lineno"> 104</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00105"></a><span class="lineno"> 105</span>  <span class="stringliteral">"} \n"</span></div><div class="line"><a name="l00106"></a><span class="lineno"> 106</span>  <span class="stringliteral">"node { \n"</span></div><div class="line"><a name="l00107"></a><span class="lineno"> 107</span>  <span class="stringliteral">" name: \"potato\" \n"</span></div><div class="line"><a name="l00108"></a><span class="lineno"> 108</span>  <span class="stringliteral">" op: \"Conv2D\" \n"</span></div><div class="line"><a name="l00109"></a><span class="lineno"> 109</span>  <span class="stringliteral">" input: \"graphInput\" \n"</span></div><div class="line"><a name="l00110"></a><span class="lineno"> 110</span>  <span class="stringliteral">" input: \"Const_1\" \n"</span></div><div class="line"><a name="l00111"></a><span class="lineno"> 111</span>  <span class="stringliteral">" attr { \n"</span></div><div class="line"><a name="l00112"></a><span class="lineno"> 112</span>  <span class="stringliteral">" key: \"T\" \n"</span></div><div class="line"><a name="l00113"></a><span class="lineno"> 113</span>  <span class="stringliteral">" value { \n"</span></div><div class="line"><a name="l00114"></a><span class="lineno"> 114</span>  <span class="stringliteral">" type: DT_FLOAT \n"</span></div><div class="line"><a name="l00115"></a><span class="lineno"> 115</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00116"></a><span class="lineno"> 116</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00117"></a><span class="lineno"> 117</span>  <span class="stringliteral">" attr { \n"</span></div><div class="line"><a name="l00118"></a><span class="lineno"> 118</span>  <span class="stringliteral">" key: \"data_format\" \n"</span></div><div class="line"><a name="l00119"></a><span class="lineno"> 119</span>  <span class="stringliteral">" value { \n"</span></div><div class="line"><a name="l00120"></a><span class="lineno"> 120</span>  <span class="stringliteral">" s: \""</span>;</div><div class="line"><a name="l00121"></a><span class="lineno"> 121</span>  <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.xhtml#a5ca0f757171382fbf7fa5b05b447b024">m_Prototext</a>.append(dataLayout);</div><div class="line"><a name="l00122"></a><span class="lineno"> 122</span>  <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.xhtml#a5ca0f757171382fbf7fa5b05b447b024">m_Prototext</a>.append(<span class="stringliteral">"\"\n"</span></div><div class="line"><a name="l00123"></a><span class="lineno"> 123</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00124"></a><span class="lineno"> 124</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00125"></a><span class="lineno"> 125</span>  <span class="stringliteral">" attr { \n"</span></div><div class="line"><a name="l00126"></a><span class="lineno"> 126</span>  <span class="stringliteral">" key: \"padding\" \n"</span></div><div class="line"><a name="l00127"></a><span class="lineno"> 127</span>  <span class="stringliteral">" value { \n"</span></div><div class="line"><a name="l00128"></a><span class="lineno"> 128</span>  <span class="stringliteral">" s: \""</span>);</div><div class="line"><a name="l00129"></a><span class="lineno"> 129</span>  <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.xhtml#a5ca0f757171382fbf7fa5b05b447b024">m_Prototext</a>.append(paddingType);</div><div class="line"><a name="l00130"></a><span class="lineno"> 130</span>  <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.xhtml#a5ca0f757171382fbf7fa5b05b447b024">m_Prototext</a>.append(<span class="stringliteral">"\"\n"</span></div><div class="line"><a name="l00131"></a><span class="lineno"> 131</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00132"></a><span class="lineno"> 132</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00133"></a><span class="lineno"> 133</span>  <span class="stringliteral">" attr { \n"</span></div><div class="line"><a name="l00134"></a><span class="lineno"> 134</span>  <span class="stringliteral">" key: \"strides\" \n"</span></div><div class="line"><a name="l00135"></a><span class="lineno"> 135</span>  <span class="stringliteral">" value { \n"</span></div><div class="line"><a name="l00136"></a><span class="lineno"> 136</span>  <span class="stringliteral">" list { \n"</span>);</div><div class="line"><a name="l00137"></a><span class="lineno"> 137</span>  <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.xhtml#a5ca0f757171382fbf7fa5b05b447b024">m_Prototext</a>.append(strideString);</div><div class="line"><a name="l00138"></a><span class="lineno"> 138</span> </div><div class="line"><a name="l00139"></a><span class="lineno"> 139</span>  <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.xhtml#a5ca0f757171382fbf7fa5b05b447b024">m_Prototext</a>.append(<span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00140"></a><span class="lineno"> 140</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00141"></a><span class="lineno"> 141</span>  <span class="stringliteral">" } \n"</span>);</div><div class="line"><a name="l00142"></a><span class="lineno"> 142</span> </div><div class="line"><a name="l00143"></a><span class="lineno"> 143</span>  <span class="keywordflow">if</span> (dilation > 0)</div><div class="line"><a name="l00144"></a><span class="lineno"> 144</span>  {</div><div class="line"><a name="l00145"></a><span class="lineno"> 145</span>  <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.xhtml#a5ca0f757171382fbf7fa5b05b447b024">m_Prototext</a>.append(<span class="stringliteral">" attr { \n"</span></div><div class="line"><a name="l00146"></a><span class="lineno"> 146</span>  <span class="stringliteral">" key: \"dilations\" \n"</span></div><div class="line"><a name="l00147"></a><span class="lineno"> 147</span>  <span class="stringliteral">" value { \n"</span></div><div class="line"><a name="l00148"></a><span class="lineno"> 148</span>  <span class="stringliteral">" list { \n"</span>);</div><div class="line"><a name="l00149"></a><span class="lineno"> 149</span>  <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.xhtml#a5ca0f757171382fbf7fa5b05b447b024">m_Prototext</a>.append(dilationString);</div><div class="line"><a name="l00150"></a><span class="lineno"> 150</span> </div><div class="line"><a name="l00151"></a><span class="lineno"> 151</span>  <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.xhtml#a5ca0f757171382fbf7fa5b05b447b024">m_Prototext</a>.append(<span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00152"></a><span class="lineno"> 152</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00153"></a><span class="lineno"> 153</span>  <span class="stringliteral">" } \n"</span>);</div><div class="line"><a name="l00154"></a><span class="lineno"> 154</span>  }</div><div class="line"><a name="l00155"></a><span class="lineno"> 155</span>  <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.xhtml#a5ca0f757171382fbf7fa5b05b447b024">m_Prototext</a>.append(<span class="stringliteral">" attr { \n"</span></div><div class="line"><a name="l00156"></a><span class="lineno"> 156</span>  <span class="stringliteral">" key: \"use_cudnn_on_gpu\" \n"</span></div><div class="line"><a name="l00157"></a><span class="lineno"> 157</span>  <span class="stringliteral">" value { \n"</span></div><div class="line"><a name="l00158"></a><span class="lineno"> 158</span>  <span class="stringliteral">" b: false \n"</span></div><div class="line"><a name="l00159"></a><span class="lineno"> 159</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00160"></a><span class="lineno"> 160</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00161"></a><span class="lineno"> 161</span>  <span class="stringliteral">"} \n"</span>);</div><div class="line"><a name="l00162"></a><span class="lineno"> 162</span> </div><div class="line"><a name="l00163"></a><span class="lineno"> 163</span>  <span class="comment">// Manual height computation based on stride parameter.</span></div><div class="line"><a name="l00164"></a><span class="lineno"> 164</span>  <a class="code" href="_assert_8hpp.xhtml#a91c4dfde57907d7698c7531785690a7f">ARMNN_ASSERT_MSG</a>(stride == 1 || stride == 2, <span class="stringliteral">"Add support for strides other than 1 or 2."</span>);</div><div class="line"><a name="l00165"></a><span class="lineno"> 165</span>  std::array<unsigned int, 4> dims;</div><div class="line"><a name="l00166"></a><span class="lineno"> 166</span>  <span class="keywordflow">if</span> (dataLayout == <span class="stringliteral">"NHWC"</span>)</div><div class="line"><a name="l00167"></a><span class="lineno"> 167</span>  {</div><div class="line"><a name="l00168"></a><span class="lineno"> 168</span>  dims = { 1u, (stride == 2 ? 3u : 2u), 3u, 1u };</div><div class="line"><a name="l00169"></a><span class="lineno"> 169</span>  }</div><div class="line"><a name="l00170"></a><span class="lineno"> 170</span>  <span class="keywordflow">else</span> <span class="comment">// dataLayout == "NCHW"</span></div><div class="line"><a name="l00171"></a><span class="lineno"> 171</span>  {</div><div class="line"><a name="l00172"></a><span class="lineno"> 172</span>  dims = { 1u, 1u, (stride == 2 ? 3u : 2u), 3u };</div><div class="line"><a name="l00173"></a><span class="lineno"> 173</span>  }</div><div class="line"><a name="l00174"></a><span class="lineno"> 174</span> </div><div class="line"><a name="l00175"></a><span class="lineno"> 175</span>  <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.xhtml#a2bb4ea256fbbf6d53068ca93bb4bc95c">SetupSingleInputSingleOutput</a>(<a class="code" href="classarmnn_1_1_tensor_shape.xhtml">armnn::TensorShape</a>(4, dims.data()), <span class="stringliteral">"graphInput"</span>, <span class="stringliteral">"potato"</span>);</div><div class="line"><a name="l00176"></a><span class="lineno"> 176</span>  }</div><div class="line"><a name="l00177"></a><span class="lineno"> 177</span> };</div><div class="line"><a name="l00178"></a><span class="lineno"> 178</span> </div><div class="line"><a name="l00179"></a><span class="lineno"> 179</span> <span class="keyword">struct </span>Convolution2dNhwcSameFixture : Convolution2dFixture</div><div class="line"><a name="l00180"></a><span class="lineno"> 180</span> {</div><div class="line"><a name="l00181"></a><span class="lineno"> 181</span>  Convolution2dNhwcSameFixture() : Convolution2dFixture(<span class="stringliteral">"NHWC"</span>, <span class="stringliteral">"SAME"</span>, 1){}</div><div class="line"><a name="l00182"></a><span class="lineno"> 182</span> };</div><div class="line"><a name="l00183"></a><span class="lineno"><a class="line" href="_convolution2d_8cpp.xhtml#ad52ea914207c4b931ce66e10e41a23b1"> 183</a></span> <a class="code" href="_convolution2d_8cpp.xhtml#ad52ea914207c4b931ce66e10e41a23b1">BOOST_FIXTURE_TEST_CASE</a>(ParseConv2dNhwcSame, Convolution2dNhwcSameFixture)</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>  RunTest<4>({1, 2, 3, 4, 5, 6}, {2, 4, 4, 6.5f, 10 , 8.5f});</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> </div><div class="line"><a name="l00188"></a><span class="lineno"> 188</span> <span class="keyword">struct </span>Convolution2dNchwSameFixture : Convolution2dFixture</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>  Convolution2dNchwSameFixture() : Convolution2dFixture(<span class="stringliteral">"NCHW"</span>, <span class="stringliteral">"SAME"</span>, 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"><a class="line" href="_convolution2d_8cpp.xhtml#a8ced6bda2c31d006ae544beb31e5cc90"> 192</a></span> <a class="code" href="_convolution2d_8cpp.xhtml#ad52ea914207c4b931ce66e10e41a23b1">BOOST_FIXTURE_TEST_CASE</a>(ParseConv2dNchwSame, Convolution2dNchwSameFixture)</div><div class="line"><a name="l00193"></a><span class="lineno"> 193</span> {</div><div class="line"><a name="l00194"></a><span class="lineno"> 194</span>  RunTest<4>({1, 2, 3, 4, 5, 6}, {2, 4, 4, 6.5f, 10 , 8.5f});</div><div class="line"><a name="l00195"></a><span class="lineno"> 195</span> }</div><div class="line"><a name="l00196"></a><span class="lineno"> 196</span> </div><div class="line"><a name="l00197"></a><span class="lineno"> 197</span> </div><div class="line"><a name="l00198"></a><span class="lineno"> 198</span> <span class="keyword">struct </span>Convolution2dNhwcValidFixture : Convolution2dFixture</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>  Convolution2dNhwcValidFixture() : Convolution2dFixture(<span class="stringliteral">"NHWC"</span>, <span class="stringliteral">"VALID"</span>, 1){}</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="_convolution2d_8cpp.xhtml#a8fe23e0714fd3e9c244c52a01299b609"> 202</a></span> <a class="code" href="_convolution2d_8cpp.xhtml#ad52ea914207c4b931ce66e10e41a23b1">BOOST_FIXTURE_TEST_CASE</a>(ParseConv2dNhwcValid, Convolution2dNhwcValidFixture)</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>  RunTest<4>({1, 2, 3, 4, 5, 6}, {4, 10});</div><div class="line"><a name="l00205"></a><span class="lineno"> 205</span> }</div><div class="line"><a name="l00206"></a><span class="lineno"> 206</span> </div><div class="line"><a name="l00207"></a><span class="lineno"> 207</span> <span class="keyword">struct </span>Convolution2dNchwValidFixture : Convolution2dFixture</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>  Convolution2dNchwValidFixture() : Convolution2dFixture(<span class="stringliteral">"NCHW"</span>, <span class="stringliteral">"VALID"</span>, 1){}</div><div class="line"><a name="l00210"></a><span class="lineno"> 210</span> };</div><div class="line"><a name="l00211"></a><span class="lineno"><a class="line" href="_convolution2d_8cpp.xhtml#aaf69e0e199c51bcfc93c832bece48886"> 211</a></span> <a class="code" href="_convolution2d_8cpp.xhtml#ad52ea914207c4b931ce66e10e41a23b1">BOOST_FIXTURE_TEST_CASE</a>(ParseConv2dNchwValid, Convolution2dNchwValidFixture)</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>  RunTest<4>({1, 2, 3, 4, 5, 6}, {4, 10});</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> </div><div class="line"><a name="l00216"></a><span class="lineno"> 216</span> </div><div class="line"><a name="l00217"></a><span class="lineno"> 217</span> <span class="keyword">struct </span>Convolution2dStride2NhwcSameFixture : Convolution2dFixture</div><div class="line"><a name="l00218"></a><span class="lineno"> 218</span> {</div><div class="line"><a name="l00219"></a><span class="lineno"> 219</span>  Convolution2dStride2NhwcSameFixture() : Convolution2dFixture(<span class="stringliteral">"NHWC"</span>, <span class="stringliteral">"SAME"</span>, 2){}</div><div class="line"><a name="l00220"></a><span class="lineno"> 220</span> };</div><div class="line"><a name="l00221"></a><span class="lineno"><a class="line" href="_convolution2d_8cpp.xhtml#ada20118411e1003d1d3060e86e39befb"> 221</a></span> <a class="code" href="_convolution2d_8cpp.xhtml#ad52ea914207c4b931ce66e10e41a23b1">BOOST_FIXTURE_TEST_CASE</a>(ParseConv2dStride2NhwcSame, Convolution2dStride2NhwcSameFixture)</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>  RunTest<4>({1, 2, 3, 4, 5, 6, 7, 8, 9}, {2, 4, 6.5, 8.5, 11, 13});</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"> 226</span> <span class="keyword">struct </span>Convolution2dStride2NchwSameFixture : Convolution2dFixture</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>  Convolution2dStride2NchwSameFixture() : Convolution2dFixture(<span class="stringliteral">"NCHW"</span>, <span class="stringliteral">"SAME"</span>, 2){}</div><div class="line"><a name="l00229"></a><span class="lineno"> 229</span> };</div><div class="line"><a name="l00230"></a><span class="lineno"><a class="line" href="_convolution2d_8cpp.xhtml#aa4c0095b82e0bd813e562123ca582b13"> 230</a></span> <a class="code" href="_convolution2d_8cpp.xhtml#ad52ea914207c4b931ce66e10e41a23b1">BOOST_FIXTURE_TEST_CASE</a>(ParseConv2dStride2NchwSame, Convolution2dStride2NchwSameFixture)</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>  RunTest<4>({1, 2, 3, 4, 5, 6, 7, 8, 9}, {2, 4, 6.5, 8.5, 11, 13});</div><div class="line"><a name="l00233"></a><span class="lineno"> 233</span> }</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> </div><div class="line"><a name="l00236"></a><span class="lineno"> 236</span> <span class="keyword">struct </span>Convolution2dStride2NhwcValidFixture : Convolution2dFixture</div><div class="line"><a name="l00237"></a><span class="lineno"> 237</span> {</div><div class="line"><a name="l00238"></a><span class="lineno"> 238</span>  Convolution2dStride2NhwcValidFixture() : Convolution2dFixture(<span class="stringliteral">"NHWC"</span>, <span class="stringliteral">"VALID"</span>, 2){}</div><div class="line"><a name="l00239"></a><span class="lineno"> 239</span> };</div><div class="line"><a name="l00240"></a><span class="lineno"><a class="line" href="_convolution2d_8cpp.xhtml#ae57d2f271f0e33f397cd5f857a5e19fc"> 240</a></span> <a class="code" href="_convolution2d_8cpp.xhtml#ad52ea914207c4b931ce66e10e41a23b1">BOOST_FIXTURE_TEST_CASE</a>(ParseConv2dStride2NhwcValid, Convolution2dStride2NhwcValidFixture)</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>  RunTest<4>({1, 2, 3, 4, 5, 6, 7, 8, 9}, {4, 10, 16});</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> </div><div class="line"><a name="l00245"></a><span class="lineno"> 245</span> <span class="keyword">struct </span>Convolution2dStride2NchwValidFixture : Convolution2dFixture</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>  Convolution2dStride2NchwValidFixture() : Convolution2dFixture(<span class="stringliteral">"NCHW"</span>, <span class="stringliteral">"VALID"</span>, 2){}</div><div class="line"><a name="l00248"></a><span class="lineno"> 248</span> };</div><div class="line"><a name="l00249"></a><span class="lineno"><a class="line" href="_convolution2d_8cpp.xhtml#a6fd5e872a485546d41b212a099242dfd"> 249</a></span> <a class="code" href="_convolution2d_8cpp.xhtml#ad52ea914207c4b931ce66e10e41a23b1">BOOST_FIXTURE_TEST_CASE</a>(ParseConv2dStride2NchwValid, Convolution2dStride2NchwValidFixture)</div><div class="line"><a name="l00250"></a><span class="lineno"> 250</span> {</div><div class="line"><a name="l00251"></a><span class="lineno"> 251</span>  RunTest<4>({1, 2, 3, 4, 5, 6, 7, 8, 9}, {4, 10, 16});</div><div class="line"><a name="l00252"></a><span class="lineno"> 252</span> }</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> </div><div class="line"><a name="l00255"></a><span class="lineno"> 255</span> <span class="keyword">struct </span>Convolution2dDilation1NhwcFixture : Convolution2dFixture</div><div class="line"><a name="l00256"></a><span class="lineno"> 256</span> {</div><div class="line"><a name="l00257"></a><span class="lineno"> 257</span>  Convolution2dDilation1NhwcFixture() : Convolution2dFixture(<span class="stringliteral">"NHWC"</span>, <span class="stringliteral">"SAME"</span>, 1, 1){}</div><div class="line"><a name="l00258"></a><span class="lineno"> 258</span> };</div><div class="line"><a name="l00259"></a><span class="lineno"><a class="line" href="_convolution2d_8cpp.xhtml#a9fe69b402a0c6b7f1d13222c8d7069cf"> 259</a></span> <a class="code" href="_convolution2d_8cpp.xhtml#ad52ea914207c4b931ce66e10e41a23b1">BOOST_FIXTURE_TEST_CASE</a>(ParseConv2dDilation1Nhwc, Convolution2dDilation1NhwcFixture)</div><div class="line"><a name="l00260"></a><span class="lineno"> 260</span> {</div><div class="line"><a name="l00261"></a><span class="lineno"> 261</span>  RunTest<4>({1, 2, 3, 4, 5, 6}, {2, 4, 4, 6.5f, 10 , 8.5f});</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> </div><div class="line"><a name="l00264"></a><span class="lineno"> 264</span> <span class="keyword">struct </span>Convolution2dDilation1NchwFixture : Convolution2dFixture</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>  Convolution2dDilation1NchwFixture() : Convolution2dFixture(<span class="stringliteral">"NCHW"</span>, <span class="stringliteral">"SAME"</span>, 1, 1){}</div><div class="line"><a name="l00267"></a><span class="lineno"> 267</span> };</div><div class="line"><a name="l00268"></a><span class="lineno"><a class="line" href="_convolution2d_8cpp.xhtml#aab550ae837f3e7a96fbf7090788bcbb9"> 268</a></span> <a class="code" href="_convolution2d_8cpp.xhtml#ad52ea914207c4b931ce66e10e41a23b1">BOOST_FIXTURE_TEST_CASE</a>(ParseConv2dDilation1Nchw, Convolution2dDilation1NchwFixture)</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>  RunTest<4>({1, 2, 3, 4, 5, 6}, {2, 4, 4, 6.5f, 10 , 8.5f});</div><div class="line"><a name="l00271"></a><span class="lineno"> 271</span> }</div><div class="line"><a name="l00272"></a><span class="lineno"> 272</span> </div><div class="line"><a name="l00273"></a><span class="lineno"> 273</span> <span class="keyword">struct </span>Convolution2dDilationFixture : <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="l00274"></a><span class="lineno"> 274</span> {</div><div class="line"><a name="l00275"></a><span class="lineno"> 275</span>  <span class="keyword">explicit</span> Convolution2dDilationFixture(<span class="keyword">const</span> std::string& dataLayout, <span class="keyword">const</span> std::string& paddingType)</div><div class="line"><a name="l00276"></a><span class="lineno"> 276</span>  : Convolution2dDilationFixture(dataLayout, paddingType, 1)</div><div class="line"><a name="l00277"></a><span class="lineno"> 277</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>  <span class="keyword">explicit</span> Convolution2dDilationFixture(<span class="keyword">const</span> std::string& dataLayout, <span class="keyword">const</span> std::string& paddingType,</div><div class="line"><a name="l00280"></a><span class="lineno"> 280</span>  <span class="keywordtype">int</span> stride, <span class="keywordtype">int</span> dilation = 0)</div><div class="line"><a name="l00281"></a><span class="lineno"> 281</span>  {</div><div class="line"><a name="l00282"></a><span class="lineno"> 282</span>  std::string strideString;</div><div class="line"><a name="l00283"></a><span class="lineno"> 283</span>  <span class="keywordflow">if</span> (dataLayout == <span class="stringliteral">"NHWC"</span>)</div><div class="line"><a name="l00284"></a><span class="lineno"> 284</span>  {</div><div class="line"><a name="l00285"></a><span class="lineno"> 285</span>  strideString.append(<span class="stringliteral">" i: 1 \n"</span></div><div class="line"><a name="l00286"></a><span class="lineno"> 286</span>  <span class="stringliteral">" i: "</span> + std::to_string(stride) + <span class="stringliteral">" \n"</span></div><div class="line"><a name="l00287"></a><span class="lineno"> 287</span>  <span class="stringliteral">" i: "</span> + std::to_string(stride) + <span class="stringliteral">" \n"</span></div><div class="line"><a name="l00288"></a><span class="lineno"> 288</span>  <span class="stringliteral">" i: 1 \n"</span>);</div><div class="line"><a name="l00289"></a><span class="lineno"> 289</span>  }</div><div class="line"><a name="l00290"></a><span class="lineno"> 290</span>  <span class="keywordflow">else</span> <span class="comment">// dataLayout == "NCHW"</span></div><div class="line"><a name="l00291"></a><span class="lineno"> 291</span>  {</div><div class="line"><a name="l00292"></a><span class="lineno"> 292</span>  strideString.append(<span class="stringliteral">" i: 1 \n"</span></div><div class="line"><a name="l00293"></a><span class="lineno"> 293</span>  <span class="stringliteral">" i: 1 \n"</span></div><div class="line"><a name="l00294"></a><span class="lineno"> 294</span>  <span class="stringliteral">" i: "</span> + std::to_string(stride) + <span class="stringliteral">" \n"</span></div><div class="line"><a name="l00295"></a><span class="lineno"> 295</span>  <span class="stringliteral">" i: "</span> + std::to_string(stride) + <span class="stringliteral">" \n"</span>);</div><div class="line"><a name="l00296"></a><span class="lineno"> 296</span>  }</div><div class="line"><a name="l00297"></a><span class="lineno"> 297</span> </div><div class="line"><a name="l00298"></a><span class="lineno"> 298</span>  std::string dilationString;</div><div class="line"><a name="l00299"></a><span class="lineno"> 299</span>  <span class="keywordflow">if</span> (dataLayout == <span class="stringliteral">"NHWC"</span>)</div><div class="line"><a name="l00300"></a><span class="lineno"> 300</span>  {</div><div class="line"><a name="l00301"></a><span class="lineno"> 301</span>  dilationString.append(<span class="stringliteral">" i: 1 \n"</span></div><div class="line"><a name="l00302"></a><span class="lineno"> 302</span>  <span class="stringliteral">" i: "</span> + std::to_string(dilation) + <span class="stringliteral">" \n"</span></div><div class="line"><a name="l00303"></a><span class="lineno"> 303</span>  <span class="stringliteral">" i: "</span> + std::to_string(dilation) + <span class="stringliteral">" \n"</span></div><div class="line"><a name="l00304"></a><span class="lineno"> 304</span>  <span class="stringliteral">" i: 1 \n"</span>);</div><div class="line"><a name="l00305"></a><span class="lineno"> 305</span>  }</div><div class="line"><a name="l00306"></a><span class="lineno"> 306</span>  <span class="keywordflow">else</span> <span class="comment">// dataLayout == "NCHW"</span></div><div class="line"><a name="l00307"></a><span class="lineno"> 307</span>  {</div><div class="line"><a name="l00308"></a><span class="lineno"> 308</span>  dilationString.append(<span class="stringliteral">" i: 1 \n"</span></div><div class="line"><a name="l00309"></a><span class="lineno"> 309</span>  <span class="stringliteral">" i: 1 \n"</span></div><div class="line"><a name="l00310"></a><span class="lineno"> 310</span>  <span class="stringliteral">" i: "</span> + std::to_string(dilation) + <span class="stringliteral">" \n"</span></div><div class="line"><a name="l00311"></a><span class="lineno"> 311</span>  <span class="stringliteral">" i: "</span> + std::to_string(dilation) + <span class="stringliteral">" \n"</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> </div><div class="line"><a name="l00314"></a><span class="lineno"> 314</span>  m_Prototext = <span class="stringliteral">"node { \n"</span></div><div class="line"><a name="l00315"></a><span class="lineno"> 315</span>  <span class="stringliteral">" name: \"graphInput\" \n"</span></div><div class="line"><a name="l00316"></a><span class="lineno"> 316</span>  <span class="stringliteral">" op: \"Placeholder\" \n"</span></div><div class="line"><a name="l00317"></a><span class="lineno"> 317</span>  <span class="stringliteral">" attr { \n"</span></div><div class="line"><a name="l00318"></a><span class="lineno"> 318</span>  <span class="stringliteral">" key: \"dtype\" \n"</span></div><div class="line"><a name="l00319"></a><span class="lineno"> 319</span>  <span class="stringliteral">" value { \n"</span></div><div class="line"><a name="l00320"></a><span class="lineno"> 320</span>  <span class="stringliteral">" type: DT_FLOAT \n"</span></div><div class="line"><a name="l00321"></a><span class="lineno"> 321</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00322"></a><span class="lineno"> 322</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00323"></a><span class="lineno"> 323</span>  <span class="stringliteral">" attr { \n"</span></div><div class="line"><a name="l00324"></a><span class="lineno"> 324</span>  <span class="stringliteral">" key: \"shape\" \n"</span></div><div class="line"><a name="l00325"></a><span class="lineno"> 325</span>  <span class="stringliteral">" value { \n"</span></div><div class="line"><a name="l00326"></a><span class="lineno"> 326</span>  <span class="stringliteral">" shape { \n"</span></div><div class="line"><a name="l00327"></a><span class="lineno"> 327</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00328"></a><span class="lineno"> 328</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00329"></a><span class="lineno"> 329</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00330"></a><span class="lineno"> 330</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00331"></a><span class="lineno"> 331</span>  <span class="stringliteral">" node { \n"</span></div><div class="line"><a name="l00332"></a><span class="lineno"> 332</span>  <span class="stringliteral">" name: \"Const_1\" \n"</span></div><div class="line"><a name="l00333"></a><span class="lineno"> 333</span>  <span class="stringliteral">" op: \"Const\" \n"</span></div><div class="line"><a name="l00334"></a><span class="lineno"> 334</span>  <span class="stringliteral">" attr { \n"</span></div><div class="line"><a name="l00335"></a><span class="lineno"> 335</span>  <span class="stringliteral">" key: \"dtype\" \n"</span></div><div class="line"><a name="l00336"></a><span class="lineno"> 336</span>  <span class="stringliteral">" value { \n"</span></div><div class="line"><a name="l00337"></a><span class="lineno"> 337</span>  <span class="stringliteral">" type: DT_FLOAT \n"</span></div><div class="line"><a name="l00338"></a><span class="lineno"> 338</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00339"></a><span class="lineno"> 339</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00340"></a><span class="lineno"> 340</span>  <span class="stringliteral">" attr { \n"</span></div><div class="line"><a name="l00341"></a><span class="lineno"> 341</span>  <span class="stringliteral">" key: \"value\" \n"</span></div><div class="line"><a name="l00342"></a><span class="lineno"> 342</span>  <span class="stringliteral">" value { \n"</span></div><div class="line"><a name="l00343"></a><span class="lineno"> 343</span>  <span class="stringliteral">" tensor { \n"</span></div><div class="line"><a name="l00344"></a><span class="lineno"> 344</span>  <span class="stringliteral">" dtype: DT_FLOAT \n"</span></div><div class="line"><a name="l00345"></a><span class="lineno"> 345</span>  <span class="stringliteral">" tensor_shape { \n"</span></div><div class="line"><a name="l00346"></a><span class="lineno"> 346</span>  <span class="stringliteral">" dim { \n"</span></div><div class="line"><a name="l00347"></a><span class="lineno"> 347</span>  <span class="stringliteral">" size: 3 \n"</span></div><div class="line"><a name="l00348"></a><span class="lineno"> 348</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00349"></a><span class="lineno"> 349</span>  <span class="stringliteral">" dim { \n"</span></div><div class="line"><a name="l00350"></a><span class="lineno"> 350</span>  <span class="stringliteral">" size: 1 \n"</span></div><div class="line"><a name="l00351"></a><span class="lineno"> 351</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00352"></a><span class="lineno"> 352</span>  <span class="stringliteral">" dim { \n"</span></div><div class="line"><a name="l00353"></a><span class="lineno"> 353</span>  <span class="stringliteral">" size: 1 \n"</span></div><div class="line"><a name="l00354"></a><span class="lineno"> 354</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00355"></a><span class="lineno"> 355</span>  <span class="stringliteral">" dim { \n"</span></div><div class="line"><a name="l00356"></a><span class="lineno"> 356</span>  <span class="stringliteral">" size: 1 \n"</span></div><div class="line"><a name="l00357"></a><span class="lineno"> 357</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00358"></a><span class="lineno"> 358</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00359"></a><span class="lineno"> 359</span>  <span class="stringliteral">" tensor_content: \"\\001\\000\\000?\\000\\000\\000?\\001\\000\\000?\" \n"</span></div><div class="line"><a name="l00360"></a><span class="lineno"> 360</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00361"></a><span class="lineno"> 361</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00362"></a><span class="lineno"> 362</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00363"></a><span class="lineno"> 363</span>  <span class="stringliteral">"} \n"</span></div><div class="line"><a name="l00364"></a><span class="lineno"> 364</span>  <span class="stringliteral">"node { \n"</span></div><div class="line"><a name="l00365"></a><span class="lineno"> 365</span>  <span class="stringliteral">" name: \"potato\" \n"</span></div><div class="line"><a name="l00366"></a><span class="lineno"> 366</span>  <span class="stringliteral">" op: \"Conv2D\" \n"</span></div><div class="line"><a name="l00367"></a><span class="lineno"> 367</span>  <span class="stringliteral">" input: \"graphInput\" \n"</span></div><div class="line"><a name="l00368"></a><span class="lineno"> 368</span>  <span class="stringliteral">" input: \"Const_1\" \n"</span></div><div class="line"><a name="l00369"></a><span class="lineno"> 369</span>  <span class="stringliteral">" attr { \n"</span></div><div class="line"><a name="l00370"></a><span class="lineno"> 370</span>  <span class="stringliteral">" key: \"T\" \n"</span></div><div class="line"><a name="l00371"></a><span class="lineno"> 371</span>  <span class="stringliteral">" value { \n"</span></div><div class="line"><a name="l00372"></a><span class="lineno"> 372</span>  <span class="stringliteral">" type: DT_FLOAT \n"</span></div><div class="line"><a name="l00373"></a><span class="lineno"> 373</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00374"></a><span class="lineno"> 374</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00375"></a><span class="lineno"> 375</span>  <span class="stringliteral">" attr { \n"</span></div><div class="line"><a name="l00376"></a><span class="lineno"> 376</span>  <span class="stringliteral">" key: \"data_format\" \n"</span></div><div class="line"><a name="l00377"></a><span class="lineno"> 377</span>  <span class="stringliteral">" value { \n"</span></div><div class="line"><a name="l00378"></a><span class="lineno"> 378</span>  <span class="stringliteral">" s: \""</span>;</div><div class="line"><a name="l00379"></a><span class="lineno"> 379</span>  m_Prototext.append(dataLayout);</div><div class="line"><a name="l00380"></a><span class="lineno"> 380</span>  m_Prototext.append(<span class="stringliteral">"\"\n"</span></div><div class="line"><a name="l00381"></a><span class="lineno"> 381</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00382"></a><span class="lineno"> 382</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00383"></a><span class="lineno"> 383</span>  <span class="stringliteral">" attr { \n"</span></div><div class="line"><a name="l00384"></a><span class="lineno"> 384</span>  <span class="stringliteral">" key: \"padding\" \n"</span></div><div class="line"><a name="l00385"></a><span class="lineno"> 385</span>  <span class="stringliteral">" value { \n"</span></div><div class="line"><a name="l00386"></a><span class="lineno"> 386</span>  <span class="stringliteral">" s: \""</span>);</div><div class="line"><a name="l00387"></a><span class="lineno"> 387</span>  m_Prototext.append(paddingType);</div><div class="line"><a name="l00388"></a><span class="lineno"> 388</span>  m_Prototext.append(<span class="stringliteral">"\"\n"</span></div><div class="line"><a name="l00389"></a><span class="lineno"> 389</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00390"></a><span class="lineno"> 390</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00391"></a><span class="lineno"> 391</span>  <span class="stringliteral">" attr { \n"</span></div><div class="line"><a name="l00392"></a><span class="lineno"> 392</span>  <span class="stringliteral">" key: \"strides\" \n"</span></div><div class="line"><a name="l00393"></a><span class="lineno"> 393</span>  <span class="stringliteral">" value { \n"</span></div><div class="line"><a name="l00394"></a><span class="lineno"> 394</span>  <span class="stringliteral">" list { \n"</span>);</div><div class="line"><a name="l00395"></a><span class="lineno"> 395</span>  m_Prototext.append(strideString);</div><div class="line"><a name="l00396"></a><span class="lineno"> 396</span> </div><div class="line"><a name="l00397"></a><span class="lineno"> 397</span>  m_Prototext.append(<span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00398"></a><span class="lineno"> 398</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00399"></a><span class="lineno"> 399</span>  <span class="stringliteral">" } \n"</span>);</div><div class="line"><a name="l00400"></a><span class="lineno"> 400</span> </div><div class="line"><a name="l00401"></a><span class="lineno"> 401</span>  <span class="keywordflow">if</span> (dilation > 0)</div><div class="line"><a name="l00402"></a><span class="lineno"> 402</span>  {</div><div class="line"><a name="l00403"></a><span class="lineno"> 403</span>  m_Prototext.append(<span class="stringliteral">" attr { \n"</span></div><div class="line"><a name="l00404"></a><span class="lineno"> 404</span>  <span class="stringliteral">" key: \"dilations\" \n"</span></div><div class="line"><a name="l00405"></a><span class="lineno"> 405</span>  <span class="stringliteral">" value { \n"</span></div><div class="line"><a name="l00406"></a><span class="lineno"> 406</span>  <span class="stringliteral">" list { \n"</span>);</div><div class="line"><a name="l00407"></a><span class="lineno"> 407</span>  m_Prototext.append(dilationString);</div><div class="line"><a name="l00408"></a><span class="lineno"> 408</span> </div><div class="line"><a name="l00409"></a><span class="lineno"> 409</span>  m_Prototext.append(<span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00410"></a><span class="lineno"> 410</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00411"></a><span class="lineno"> 411</span>  <span class="stringliteral">" } \n"</span>);</div><div class="line"><a name="l00412"></a><span class="lineno"> 412</span>  }</div><div class="line"><a name="l00413"></a><span class="lineno"> 413</span>  m_Prototext.append(<span class="stringliteral">" attr { \n"</span></div><div class="line"><a name="l00414"></a><span class="lineno"> 414</span>  <span class="stringliteral">" key: \"use_cudnn_on_gpu\" \n"</span></div><div class="line"><a name="l00415"></a><span class="lineno"> 415</span>  <span class="stringliteral">" value { \n"</span></div><div class="line"><a name="l00416"></a><span class="lineno"> 416</span>  <span class="stringliteral">" b: false \n"</span></div><div class="line"><a name="l00417"></a><span class="lineno"> 417</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00418"></a><span class="lineno"> 418</span>  <span class="stringliteral">" } \n"</span></div><div class="line"><a name="l00419"></a><span class="lineno"> 419</span>  <span class="stringliteral">"} \n"</span>);</div><div class="line"><a name="l00420"></a><span class="lineno"> 420</span> </div><div class="line"><a name="l00421"></a><span class="lineno"> 421</span>  <span class="comment">// Manual height computation based on stride parameter.</span></div><div class="line"><a name="l00422"></a><span class="lineno"> 422</span>  std::array<unsigned int, 4> dims = { 1u, 1u, 6u, 6u };;</div><div class="line"><a name="l00423"></a><span class="lineno"> 423</span> </div><div class="line"><a name="l00424"></a><span class="lineno"> 424</span>  SetupSingleInputSingleOutput(<a class="code" href="classarmnn_1_1_tensor_shape.xhtml">armnn::TensorShape</a>(4, dims.data()), <span class="stringliteral">"graphInput"</span>, <span class="stringliteral">"potato"</span>);</div><div class="line"><a name="l00425"></a><span class="lineno"> 425</span>  }</div><div class="line"><a name="l00426"></a><span class="lineno"> 426</span> };</div><div class="line"><a name="l00427"></a><span class="lineno"> 427</span> </div><div class="line"><a name="l00428"></a><span class="lineno"> 428</span> <span class="keyword">struct </span>Convolution2dDilation2NchwValidFixture : Convolution2dDilationFixture</div><div class="line"><a name="l00429"></a><span class="lineno"> 429</span> {</div><div class="line"><a name="l00430"></a><span class="lineno"> 430</span>  Convolution2dDilation2NchwValidFixture() : Convolution2dDilationFixture(<span class="stringliteral">"NCHW"</span>, <span class="stringliteral">"VALID"</span>, 1, 2){}</div><div class="line"><a name="l00431"></a><span class="lineno"> 431</span> };</div><div class="line"><a name="l00432"></a><span class="lineno"><a class="line" href="_convolution2d_8cpp.xhtml#af9ae07a263fcc2fe8623f37b26e3db0e"> 432</a></span> <a class="code" href="_convolution2d_8cpp.xhtml#ad52ea914207c4b931ce66e10e41a23b1">BOOST_FIXTURE_TEST_CASE</a>(ParseConv2dDilation2NchwValid, Convolution2dDilation2NchwValidFixture)</div><div class="line"><a name="l00433"></a><span class="lineno"> 433</span> {</div><div class="line"><a name="l00434"></a><span class="lineno"> 434</span>  RunTest<4>({1.0, 2.0, 3.0, 4.0, 5.0, 6.0,</div><div class="line"><a name="l00435"></a><span class="lineno"> 435</span>  7.0, 8.0, 9.0, 10.0, 11.0, 12.0,</div><div class="line"><a name="l00436"></a><span class="lineno"> 436</span>  1.0, 2.0, 3.0, 4.0, 5.0, 6.0,</div><div class="line"><a name="l00437"></a><span class="lineno"> 437</span>  7.0, 8.0, 9.0, 10.0, 11.0, 12.0,</div><div class="line"><a name="l00438"></a><span class="lineno"> 438</span>  1.0, 2.0, 3.0, 4.0, 5.0, 6.0,</div><div class="line"><a name="l00439"></a><span class="lineno"> 439</span>  7.0, 8.0, 9.0, 10.0, 11.0, 12.0},</div><div class="line"><a name="l00440"></a><span class="lineno"> 440</span>  {1.5f, 3.0f, 4.5f, 6.0f, 7.5f, 9.0f, 10.5f, 12.f, 13.5f, 15.0f, 16.5f, 18.0f});</div><div class="line"><a name="l00441"></a><span class="lineno"> 441</span> }</div><div class="line"><a name="l00442"></a><span class="lineno"> 442</span> </div><div class="line"><a name="l00443"></a><span class="lineno"> 443</span> </div><div class="line"><a name="l00444"></a><span class="lineno"> 444</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="_convolution2d_8cpp_xhtml_ad52ea914207c4b931ce66e10e41a23b1"><div class="ttname"><a href="_convolution2d_8cpp.xhtml#ad52ea914207c4b931ce66e10e41a23b1">BOOST_FIXTURE_TEST_CASE</a></div><div class="ttdeci">BOOST_FIXTURE_TEST_CASE(ParseConv2dNhwcSame, Convolution2dNhwcSameFixture)</div><div class="ttdef"><b>Definition:</b> <a href="_convolution2d_8cpp_source.xhtml#l00183">Convolution2d.cpp:183</a></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="_assert_8hpp_xhtml_a91c4dfde57907d7698c7531785690a7f"><div class="ttname"><a href="_assert_8hpp.xhtml#a91c4dfde57907d7698c7531785690a7f">ARMNN_ASSERT_MSG</a></div><div class="ttdeci">#define ARMNN_ASSERT_MSG(COND, MSG)</div><div class="ttdef"><b>Definition:</b> <a href="_assert_8hpp_source.xhtml#l00015">Assert.hpp:15</a></div></div>
<div class="ttc" id="_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="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>
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