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+<a href="armnn_tf_parser_2test_2_fully_connected_8cpp.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno">    1</span>&#160;<span class="comment">//</span></div><div class="line"><a name="l00002"></a><span class="lineno">    2</span>&#160;<span class="comment">// Copyright © 2017 Arm Ltd. All rights reserved.</span></div><div class="line"><a name="l00003"></a><span class="lineno">    3</span>&#160;<span class="comment">// SPDX-License-Identifier: MIT</span></div><div class="line"><a name="l00004"></a><span class="lineno">    4</span>&#160;<span class="comment">//</span></div><div class="line"><a name="l00005"></a><span class="lineno">    5</span>&#160;</div><div class="line"><a name="l00006"></a><span class="lineno">    6</span>&#160;<span class="preprocessor">#include &lt;boost/test/unit_test.hpp&gt;</span></div><div class="line"><a name="l00007"></a><span class="lineno">    7</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="_i_tf_parser_8hpp.html">armnnTfParser/ITfParser.hpp</a>&quot;</span></div><div class="line"><a name="l00008"></a><span class="lineno">    8</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="_parser_prototxt_fixture_8hpp.html">ParserPrototxtFixture.hpp</a>&quot;</span></div><div class="line"><a name="l00009"></a><span class="lineno">    9</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="_runtime_8hpp.html">Runtime.hpp</a>&quot;</span></div><div class="line"><a name="l00010"></a><span class="lineno">   10</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="_network_8hpp.html">Network.hpp</a>&quot;</span></div><div class="line"><a name="l00011"></a><span class="lineno">   11</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="_graph_8hpp.html">Graph.hpp</a>&quot;</span></div><div class="line"><a name="l00012"></a><span class="lineno">   12</span>&#160;</div><div class="line"><a name="l00013"></a><span class="lineno">   13</span>&#160;<a class="code" href="_output_shape_of_squeeze_8cpp.html#ae3a6cb217a792718f2bd0e8f45e3ca9e">BOOST_AUTO_TEST_SUITE</a>(TensorflowParser)</div><div class="line"><a name="l00014"></a><span class="lineno">   14</span>&#160;</div><div class="line"><a name="l00015"></a><span class="lineno">   15</span>&#160;<span class="comment">// In Tensorflow fully connected layers are expressed as a MatMul followed by an Add.</span></div><div class="line"><a name="l00016"></a><span class="lineno">   16</span>&#160;<span class="comment">// The TfParser must detect this case and convert them to a FullyConnected layer.</span></div><div class="line"><a name="l00017"></a><span class="lineno">   17</span>&#160;<span class="keyword">struct </span>FullyConnectedFixture : <span class="keyword">public</span> <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html">armnnUtils::ParserPrototxtFixture</a>&lt;armnnTfParser::ITfParser&gt;</div><div class="line"><a name="l00018"></a><span class="lineno">   18</span>&#160;{</div><div class="line"><a name="l00019"></a><span class="lineno">   19</span>&#160;    FullyConnectedFixture()</div><div class="line"><a name="l00020"></a><span class="lineno">   20</span>&#160;    {</div><div class="line"><a name="l00021"></a><span class="lineno">   21</span>&#160;        <span class="comment">// Input = tf.placeholder(tf.float32, [1, 1], &quot;input&quot;)</span></div><div class="line"><a name="l00022"></a><span class="lineno">   22</span>&#160;        <span class="comment">// Weights = tf.constant([2], tf.float32, [1, 1])</span></div><div class="line"><a name="l00023"></a><span class="lineno">   23</span>&#160;        <span class="comment">// Matmul = tf.matmul(input, weights)</span></div><div class="line"><a name="l00024"></a><span class="lineno">   24</span>&#160;        <span class="comment">// Bias = tf.constant([1], tf.float32)</span></div><div class="line"><a name="l00025"></a><span class="lineno">   25</span>&#160;        <span class="comment">// Output = tf.add(matmul, bias, name=&quot;output&quot;)</span></div><div class="line"><a name="l00026"></a><span class="lineno">   26</span>&#160;        <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a5ca0f757171382fbf7fa5b05b447b024">m_Prototext</a> = R<span class="stringliteral">&quot;(</span></div><div class="line"><a name="l00027"></a><span class="lineno">   27</span>&#160;<span class="stringliteral">node {</span></div><div class="line"><a name="l00028"></a><span class="lineno">   28</span>&#160;<span class="stringliteral">  name: &quot;input&quot;</span></div><div class="line"><a name="l00029"></a><span class="lineno">   29</span>&#160;<span class="stringliteral">  op: &quot;Placeholder&quot;</span></div><div class="line"><a name="l00030"></a><span class="lineno">   30</span>&#160;<span class="stringliteral">  attr {</span></div><div class="line"><a name="l00031"></a><span class="lineno">   31</span>&#160;<span class="stringliteral">    key: &quot;dtype&quot;</span></div><div class="line"><a name="l00032"></a><span class="lineno">   32</span>&#160;<span class="stringliteral">    value {</span></div><div class="line"><a name="l00033"></a><span class="lineno">   33</span>&#160;<span class="stringliteral">      type: DT_FLOAT</span></div><div class="line"><a name="l00034"></a><span class="lineno">   34</span>&#160;<span class="stringliteral">    }</span></div><div class="line"><a name="l00035"></a><span class="lineno">   35</span>&#160;<span class="stringliteral">  }</span></div><div class="line"><a name="l00036"></a><span class="lineno">   36</span>&#160;<span class="stringliteral">  attr {</span></div><div class="line"><a name="l00037"></a><span class="lineno">   37</span>&#160;<span class="stringliteral">    key: &quot;shape&quot;</span></div><div class="line"><a name="l00038"></a><span class="lineno">   38</span>&#160;<span class="stringliteral">    value {</span></div><div class="line"><a name="l00039"></a><span class="lineno">   39</span>&#160;<span class="stringliteral">      shape {</span></div><div class="line"><a name="l00040"></a><span class="lineno">   40</span>&#160;<span class="stringliteral">        dim {</span></div><div class="line"><a name="l00041"></a><span class="lineno">   41</span>&#160;<span class="stringliteral">          size: 1</span></div><div class="line"><a name="l00042"></a><span class="lineno">   42</span>&#160;<span class="stringliteral">        }</span></div><div class="line"><a name="l00043"></a><span class="lineno">   43</span>&#160;<span class="stringliteral">        dim {</span></div><div class="line"><a name="l00044"></a><span class="lineno">   44</span>&#160;<span class="stringliteral">          size: 1</span></div><div class="line"><a name="l00045"></a><span class="lineno">   45</span>&#160;<span class="stringliteral">        }</span></div><div class="line"><a name="l00046"></a><span class="lineno">   46</span>&#160;<span class="stringliteral">      }</span></div><div class="line"><a name="l00047"></a><span class="lineno">   47</span>&#160;<span class="stringliteral">    }</span></div><div class="line"><a name="l00048"></a><span class="lineno">   48</span>&#160;<span class="stringliteral">  }</span></div><div class="line"><a name="l00049"></a><span class="lineno">   49</span>&#160;<span class="stringliteral">}</span></div><div class="line"><a name="l00050"></a><span class="lineno">   50</span>&#160;<span class="stringliteral">node {</span></div><div class="line"><a name="l00051"></a><span class="lineno">   51</span>&#160;<span class="stringliteral">  name: &quot;Const&quot;</span></div><div class="line"><a name="l00052"></a><span class="lineno">   52</span>&#160;<span class="stringliteral">  op: &quot;Const&quot;</span></div><div class="line"><a name="l00053"></a><span class="lineno">   53</span>&#160;<span class="stringliteral">  attr {</span></div><div class="line"><a name="l00054"></a><span class="lineno">   54</span>&#160;<span class="stringliteral">    key: &quot;dtype&quot;</span></div><div class="line"><a name="l00055"></a><span class="lineno">   55</span>&#160;<span class="stringliteral">    value {</span></div><div class="line"><a name="l00056"></a><span class="lineno">   56</span>&#160;<span class="stringliteral">      type: DT_FLOAT</span></div><div class="line"><a name="l00057"></a><span class="lineno">   57</span>&#160;<span class="stringliteral">    }</span></div><div class="line"><a name="l00058"></a><span class="lineno">   58</span>&#160;<span class="stringliteral">  }</span></div><div class="line"><a name="l00059"></a><span class="lineno">   59</span>&#160;<span class="stringliteral">  attr {</span></div><div class="line"><a name="l00060"></a><span class="lineno">   60</span>&#160;<span class="stringliteral">    key: &quot;value&quot;</span></div><div class="line"><a name="l00061"></a><span class="lineno">   61</span>&#160;<span class="stringliteral">    value {</span></div><div class="line"><a name="l00062"></a><span class="lineno">   62</span>&#160;<span class="stringliteral">      tensor {</span></div><div class="line"><a name="l00063"></a><span class="lineno">   63</span>&#160;<span class="stringliteral">        dtype: DT_FLOAT</span></div><div class="line"><a name="l00064"></a><span class="lineno">   64</span>&#160;<span class="stringliteral">        tensor_shape {</span></div><div class="line"><a name="l00065"></a><span class="lineno">   65</span>&#160;<span class="stringliteral">          dim {</span></div><div class="line"><a name="l00066"></a><span class="lineno">   66</span>&#160;<span class="stringliteral">            size: 1</span></div><div class="line"><a name="l00067"></a><span class="lineno">   67</span>&#160;<span class="stringliteral">          }</span></div><div class="line"><a name="l00068"></a><span class="lineno">   68</span>&#160;<span class="stringliteral">          dim {</span></div><div class="line"><a name="l00069"></a><span class="lineno">   69</span>&#160;<span class="stringliteral">            size: 1</span></div><div class="line"><a name="l00070"></a><span class="lineno">   70</span>&#160;<span class="stringliteral">          }</span></div><div class="line"><a name="l00071"></a><span class="lineno">   71</span>&#160;<span class="stringliteral">        }</span></div><div class="line"><a name="l00072"></a><span class="lineno">   72</span>&#160;<span class="stringliteral">        float_val: 2.0</span></div><div class="line"><a name="l00073"></a><span class="lineno">   73</span>&#160;<span class="stringliteral">      }</span></div><div class="line"><a name="l00074"></a><span class="lineno">   74</span>&#160;<span class="stringliteral">    }</span></div><div class="line"><a name="l00075"></a><span class="lineno">   75</span>&#160;<span class="stringliteral">  }</span></div><div class="line"><a name="l00076"></a><span class="lineno">   76</span>&#160;<span class="stringliteral">}</span></div><div class="line"><a name="l00077"></a><span class="lineno">   77</span>&#160;<span class="stringliteral">node {</span></div><div class="line"><a name="l00078"></a><span class="lineno">   78</span>&#160;<span class="stringliteral">  name: &quot;MatMul&quot;</span></div><div class="line"><a name="l00079"></a><span class="lineno">   79</span>&#160;<span class="stringliteral">  op: &quot;MatMul&quot;</span></div><div class="line"><a name="l00080"></a><span class="lineno">   80</span>&#160;<span class="stringliteral">  input: &quot;input&quot;</span></div><div class="line"><a name="l00081"></a><span class="lineno">   81</span>&#160;<span class="stringliteral">  input: &quot;Const&quot;</span></div><div class="line"><a name="l00082"></a><span class="lineno">   82</span>&#160;<span class="stringliteral">  attr {</span></div><div class="line"><a name="l00083"></a><span class="lineno">   83</span>&#160;<span class="stringliteral">    key: &quot;T&quot;</span></div><div class="line"><a name="l00084"></a><span class="lineno">   84</span>&#160;<span class="stringliteral">    value {</span></div><div class="line"><a name="l00085"></a><span class="lineno">   85</span>&#160;<span class="stringliteral">      type: DT_FLOAT</span></div><div class="line"><a name="l00086"></a><span class="lineno">   86</span>&#160;<span class="stringliteral">    }</span></div><div class="line"><a name="l00087"></a><span class="lineno">   87</span>&#160;<span class="stringliteral">  }</span></div><div class="line"><a name="l00088"></a><span class="lineno">   88</span>&#160;<span class="stringliteral">  attr {</span></div><div class="line"><a name="l00089"></a><span class="lineno">   89</span>&#160;<span class="stringliteral">    key: &quot;transpose_a&quot;</span></div><div class="line"><a name="l00090"></a><span class="lineno">   90</span>&#160;<span class="stringliteral">    value {</span></div><div class="line"><a name="l00091"></a><span class="lineno">   91</span>&#160;<span class="stringliteral">      b: false</span></div><div class="line"><a name="l00092"></a><span class="lineno">   92</span>&#160;<span class="stringliteral">    }</span></div><div class="line"><a name="l00093"></a><span class="lineno">   93</span>&#160;<span class="stringliteral">  }</span></div><div class="line"><a name="l00094"></a><span class="lineno">   94</span>&#160;<span class="stringliteral">  attr {</span></div><div class="line"><a name="l00095"></a><span class="lineno">   95</span>&#160;<span class="stringliteral">    key: &quot;transpose_b&quot;</span></div><div class="line"><a name="l00096"></a><span class="lineno">   96</span>&#160;<span class="stringliteral">    value {</span></div><div class="line"><a name="l00097"></a><span class="lineno">   97</span>&#160;<span class="stringliteral">      b: false</span></div><div class="line"><a name="l00098"></a><span class="lineno">   98</span>&#160;<span class="stringliteral">    }</span></div><div class="line"><a name="l00099"></a><span class="lineno">   99</span>&#160;<span class="stringliteral">  }</span></div><div class="line"><a name="l00100"></a><span class="lineno">  100</span>&#160;<span class="stringliteral">}</span></div><div class="line"><a name="l00101"></a><span class="lineno">  101</span>&#160;<span class="stringliteral">node {</span></div><div class="line"><a name="l00102"></a><span class="lineno">  102</span>&#160;<span class="stringliteral">  name: &quot;Const_1&quot;</span></div><div class="line"><a name="l00103"></a><span class="lineno">  103</span>&#160;<span class="stringliteral">  op: &quot;Const&quot;</span></div><div class="line"><a name="l00104"></a><span class="lineno">  104</span>&#160;<span class="stringliteral">  attr {</span></div><div class="line"><a name="l00105"></a><span class="lineno">  105</span>&#160;<span class="stringliteral">    key: &quot;dtype&quot;</span></div><div class="line"><a name="l00106"></a><span class="lineno">  106</span>&#160;<span class="stringliteral">    value {</span></div><div class="line"><a name="l00107"></a><span class="lineno">  107</span>&#160;<span class="stringliteral">      type: DT_FLOAT</span></div><div class="line"><a name="l00108"></a><span class="lineno">  108</span>&#160;<span class="stringliteral">    }</span></div><div class="line"><a name="l00109"></a><span class="lineno">  109</span>&#160;<span class="stringliteral">  }</span></div><div class="line"><a name="l00110"></a><span class="lineno">  110</span>&#160;<span class="stringliteral">  attr {</span></div><div class="line"><a name="l00111"></a><span class="lineno">  111</span>&#160;<span class="stringliteral">    key: &quot;value&quot;</span></div><div class="line"><a name="l00112"></a><span class="lineno">  112</span>&#160;<span class="stringliteral">    value {</span></div><div class="line"><a name="l00113"></a><span class="lineno">  113</span>&#160;<span class="stringliteral">      tensor {</span></div><div class="line"><a name="l00114"></a><span class="lineno">  114</span>&#160;<span class="stringliteral">        dtype: DT_FLOAT</span></div><div class="line"><a name="l00115"></a><span class="lineno">  115</span>&#160;<span class="stringliteral">        tensor_shape {</span></div><div class="line"><a name="l00116"></a><span class="lineno">  116</span>&#160;<span class="stringliteral">          dim {</span></div><div class="line"><a name="l00117"></a><span class="lineno">  117</span>&#160;<span class="stringliteral">            size: 1</span></div><div class="line"><a name="l00118"></a><span class="lineno">  118</span>&#160;<span class="stringliteral">          }</span></div><div class="line"><a name="l00119"></a><span class="lineno">  119</span>&#160;<span class="stringliteral">        }</span></div><div class="line"><a name="l00120"></a><span class="lineno">  120</span>&#160;<span class="stringliteral">        float_val: 1.0</span></div><div class="line"><a name="l00121"></a><span class="lineno">  121</span>&#160;<span class="stringliteral">      }</span></div><div class="line"><a name="l00122"></a><span class="lineno">  122</span>&#160;<span class="stringliteral">    }</span></div><div class="line"><a name="l00123"></a><span class="lineno">  123</span>&#160;<span class="stringliteral">  }</span></div><div class="line"><a name="l00124"></a><span class="lineno">  124</span>&#160;<span class="stringliteral">}</span></div><div class="line"><a name="l00125"></a><span class="lineno">  125</span>&#160;<span class="stringliteral">node {</span></div><div class="line"><a name="l00126"></a><span class="lineno">  126</span>&#160;<span class="stringliteral">  name: &quot;output&quot;</span></div><div class="line"><a name="l00127"></a><span class="lineno">  127</span>&#160;<span class="stringliteral">  op: &quot;Add&quot;</span></div><div class="line"><a name="l00128"></a><span class="lineno">  128</span>&#160;<span class="stringliteral">  input: &quot;MatMul&quot;</span></div><div class="line"><a name="l00129"></a><span class="lineno">  129</span>&#160;<span class="stringliteral">  input: &quot;Const_1&quot;</span></div><div class="line"><a name="l00130"></a><span class="lineno">  130</span>&#160;<span class="stringliteral">  attr {</span></div><div class="line"><a name="l00131"></a><span class="lineno">  131</span>&#160;<span class="stringliteral">    key: &quot;T&quot;</span></div><div class="line"><a name="l00132"></a><span class="lineno">  132</span>&#160;<span class="stringliteral">    value {</span></div><div class="line"><a name="l00133"></a><span class="lineno">  133</span>&#160;<span class="stringliteral">      type: DT_FLOAT</span></div><div class="line"><a name="l00134"></a><span class="lineno">  134</span>&#160;<span class="stringliteral">    }</span></div><div class="line"><a name="l00135"></a><span class="lineno">  135</span>&#160;<span class="stringliteral">  }</span></div><div class="line"><a name="l00136"></a><span class="lineno">  136</span>&#160;<span class="stringliteral">}</span></div><div class="line"><a name="l00137"></a><span class="lineno">  137</span>&#160;<span class="stringliteral">        )&quot;;</span></div><div class="line"><a name="l00138"></a><span class="lineno">  138</span>&#160;<span class="stringliteral">        <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a2bb4ea256fbbf6d53068ca93bb4bc95c">SetupSingleInputSingleOutput</a>({ 1, 1 }, </span><span class="stringliteral">&quot;input&quot;</span>, <span class="stringliteral">&quot;output&quot;</span>);</div><div class="line"><a name="l00139"></a><span class="lineno">  139</span>&#160;    }</div><div class="line"><a name="l00140"></a><span class="lineno">  140</span>&#160;};</div><div class="line"><a name="l00141"></a><span class="lineno">  141</span>&#160;</div><div class="line"><a name="l00142"></a><span class="lineno"><a class="line" href="armnn_tf_parser_2test_2_fully_connected_8cpp.html#aa8e2460fe355ace68cb325183432b508">  142</a></span>&#160;<a class="code" href="armnn_onnx_parser_2test_2_fully_connected_8cpp.html#a3f6109cc5a2a486abb5fe610f5a54be4">BOOST_FIXTURE_TEST_CASE</a>(<a class="code" href="namespacearmnn.html#ad34d1d5b1ca8f52dc296ecf52ba20c8a">FullyConnected</a>, FullyConnectedFixture)</div><div class="line"><a name="l00143"></a><span class="lineno">  143</span>&#160;{</div><div class="line"><a name="l00144"></a><span class="lineno">  144</span>&#160;    RunTest&lt;1&gt;({ 3 }, { 7 });</div><div class="line"><a name="l00145"></a><span class="lineno">  145</span>&#160;}</div><div class="line"><a name="l00146"></a><span class="lineno">  146</span>&#160;</div><div class="line"><a name="l00147"></a><span class="lineno">  147</span>&#160;<span class="comment">// Similar to FullyConnectedFixture, but this time the MatMul&#39;s output is used by two Adds. This should result</span></div><div class="line"><a name="l00148"></a><span class="lineno">  148</span>&#160;<span class="comment">// in two FullyConnected layers being created.</span></div><div class="line"><a name="l00149"></a><span class="lineno">  149</span>&#160;<span class="comment">//      I</span></div><div class="line"><a name="l00150"></a><span class="lineno">  150</span>&#160;<span class="comment">//      |</span></div><div class="line"><a name="l00151"></a><span class="lineno">  151</span>&#160;<span class="comment">//      M -- C</span></div><div class="line"><a name="l00152"></a><span class="lineno">  152</span>&#160;<span class="comment">//     / \&#39;</span></div><div class="line"><a name="l00153"></a><span class="lineno">  153</span>&#160;<span class="comment">// C-- A  A -- C</span></div><div class="line"><a name="l00154"></a><span class="lineno">  154</span>&#160;<span class="comment">//     \ /</span></div><div class="line"><a name="l00155"></a><span class="lineno">  155</span>&#160;<span class="comment">//      A</span></div><div class="line"><a name="l00156"></a><span class="lineno">  156</span>&#160;<span class="keyword">struct </span>MatMulUsedInTwoFcFixture : <span class="keyword">public</span> <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html">armnnUtils::ParserPrototxtFixture</a>&lt;armnnTfParser::ITfParser&gt;</div><div class="line"><a name="l00157"></a><span class="lineno">  157</span>&#160;{</div><div class="line"><a name="l00158"></a><span class="lineno">  158</span>&#160;    MatMulUsedInTwoFcFixture()</div><div class="line"><a name="l00159"></a><span class="lineno">  159</span>&#160;    {</div><div class="line"><a name="l00160"></a><span class="lineno">  160</span>&#160;        m_Prototext = R<span class="stringliteral">&quot;(</span></div><div class="line"><a name="l00161"></a><span class="lineno">  161</span>&#160;<span class="stringliteral">node {</span></div><div class="line"><a name="l00162"></a><span class="lineno">  162</span>&#160;<span class="stringliteral">  name: &quot;input&quot;</span></div><div class="line"><a name="l00163"></a><span class="lineno">  163</span>&#160;<span class="stringliteral">  op: &quot;Placeholder&quot;</span></div><div class="line"><a name="l00164"></a><span class="lineno">  164</span>&#160;<span class="stringliteral">  attr {</span></div><div class="line"><a name="l00165"></a><span class="lineno">  165</span>&#160;<span class="stringliteral">    key: &quot;dtype&quot;</span></div><div class="line"><a name="l00166"></a><span class="lineno">  166</span>&#160;<span class="stringliteral">    value {</span></div><div class="line"><a name="l00167"></a><span class="lineno">  167</span>&#160;<span class="stringliteral">      type: DT_FLOAT</span></div><div class="line"><a name="l00168"></a><span class="lineno">  168</span>&#160;<span class="stringliteral">    }</span></div><div class="line"><a name="l00169"></a><span class="lineno">  169</span>&#160;<span class="stringliteral">  }</span></div><div class="line"><a name="l00170"></a><span class="lineno">  170</span>&#160;<span class="stringliteral">  attr {</span></div><div class="line"><a name="l00171"></a><span class="lineno">  171</span>&#160;<span class="stringliteral">    key: &quot;shape&quot;</span></div><div class="line"><a name="l00172"></a><span class="lineno">  172</span>&#160;<span class="stringliteral">    value {</span></div><div class="line"><a name="l00173"></a><span class="lineno">  173</span>&#160;<span class="stringliteral">      shape {</span></div><div class="line"><a name="l00174"></a><span class="lineno">  174</span>&#160;<span class="stringliteral">        dim {</span></div><div class="line"><a name="l00175"></a><span class="lineno">  175</span>&#160;<span class="stringliteral">          size: 1</span></div><div class="line"><a name="l00176"></a><span class="lineno">  176</span>&#160;<span class="stringliteral">        }</span></div><div class="line"><a name="l00177"></a><span class="lineno">  177</span>&#160;<span class="stringliteral">        dim {</span></div><div class="line"><a name="l00178"></a><span class="lineno">  178</span>&#160;<span class="stringliteral">          size: 1</span></div><div class="line"><a name="l00179"></a><span class="lineno">  179</span>&#160;<span class="stringliteral">        }</span></div><div class="line"><a name="l00180"></a><span class="lineno">  180</span>&#160;<span class="stringliteral">      }</span></div><div class="line"><a name="l00181"></a><span class="lineno">  181</span>&#160;<span class="stringliteral">    }</span></div><div class="line"><a name="l00182"></a><span class="lineno">  182</span>&#160;<span class="stringliteral">  }</span></div><div class="line"><a name="l00183"></a><span class="lineno">  183</span>&#160;<span class="stringliteral">}</span></div><div class="line"><a name="l00184"></a><span class="lineno">  184</span>&#160;<span class="stringliteral">node {</span></div><div class="line"><a name="l00185"></a><span class="lineno">  185</span>&#160;<span class="stringliteral">  name: &quot;Const&quot;</span></div><div class="line"><a name="l00186"></a><span class="lineno">  186</span>&#160;<span class="stringliteral">  op: &quot;Const&quot;</span></div><div class="line"><a name="l00187"></a><span class="lineno">  187</span>&#160;<span class="stringliteral">  attr {</span></div><div class="line"><a name="l00188"></a><span class="lineno">  188</span>&#160;<span class="stringliteral">    key: &quot;dtype&quot;</span></div><div class="line"><a name="l00189"></a><span class="lineno">  189</span>&#160;<span class="stringliteral">    value {</span></div><div class="line"><a name="l00190"></a><span class="lineno">  190</span>&#160;<span class="stringliteral">      type: DT_FLOAT</span></div><div class="line"><a name="l00191"></a><span class="lineno">  191</span>&#160;<span class="stringliteral">    }</span></div><div class="line"><a name="l00192"></a><span class="lineno">  192</span>&#160;<span class="stringliteral">  }</span></div><div class="line"><a name="l00193"></a><span class="lineno">  193</span>&#160;<span class="stringliteral">  attr {</span></div><div class="line"><a name="l00194"></a><span class="lineno">  194</span>&#160;<span class="stringliteral">    key: &quot;value&quot;</span></div><div class="line"><a name="l00195"></a><span class="lineno">  195</span>&#160;<span class="stringliteral">    value {</span></div><div class="line"><a name="l00196"></a><span class="lineno">  196</span>&#160;<span class="stringliteral">      tensor {</span></div><div class="line"><a name="l00197"></a><span class="lineno">  197</span>&#160;<span class="stringliteral">        dtype: DT_FLOAT</span></div><div class="line"><a name="l00198"></a><span class="lineno">  198</span>&#160;<span class="stringliteral">        tensor_shape {</span></div><div class="line"><a name="l00199"></a><span class="lineno">  199</span>&#160;<span class="stringliteral">          dim {</span></div><div class="line"><a name="l00200"></a><span class="lineno">  200</span>&#160;<span class="stringliteral">            size: 1</span></div><div class="line"><a name="l00201"></a><span class="lineno">  201</span>&#160;<span class="stringliteral">          }</span></div><div class="line"><a name="l00202"></a><span class="lineno">  202</span>&#160;<span class="stringliteral">          dim {</span></div><div class="line"><a name="l00203"></a><span class="lineno">  203</span>&#160;<span class="stringliteral">            size: 1</span></div><div class="line"><a name="l00204"></a><span class="lineno">  204</span>&#160;<span class="stringliteral">          }</span></div><div class="line"><a name="l00205"></a><span class="lineno">  205</span>&#160;<span class="stringliteral">        }</span></div><div class="line"><a name="l00206"></a><span class="lineno">  206</span>&#160;<span class="stringliteral">        float_val: 2.0</span></div><div class="line"><a name="l00207"></a><span class="lineno">  207</span>&#160;<span class="stringliteral">      }</span></div><div class="line"><a name="l00208"></a><span class="lineno">  208</span>&#160;<span class="stringliteral">    }</span></div><div class="line"><a name="l00209"></a><span class="lineno">  209</span>&#160;<span class="stringliteral">  }</span></div><div class="line"><a name="l00210"></a><span class="lineno">  210</span>&#160;<span class="stringliteral">}</span></div><div class="line"><a name="l00211"></a><span class="lineno">  211</span>&#160;<span class="stringliteral">node {</span></div><div class="line"><a name="l00212"></a><span class="lineno">  212</span>&#160;<span class="stringliteral">  name: &quot;MatMul&quot;</span></div><div class="line"><a name="l00213"></a><span class="lineno">  213</span>&#160;<span class="stringliteral">  op: &quot;MatMul&quot;</span></div><div class="line"><a name="l00214"></a><span class="lineno">  214</span>&#160;<span class="stringliteral">  input: &quot;input&quot;</span></div><div class="line"><a name="l00215"></a><span class="lineno">  215</span>&#160;<span class="stringliteral">  input: &quot;Const&quot;</span></div><div class="line"><a name="l00216"></a><span class="lineno">  216</span>&#160;<span class="stringliteral">  attr {</span></div><div class="line"><a name="l00217"></a><span class="lineno">  217</span>&#160;<span class="stringliteral">    key: &quot;T&quot;</span></div><div class="line"><a name="l00218"></a><span class="lineno">  218</span>&#160;<span class="stringliteral">    value {</span></div><div class="line"><a name="l00219"></a><span class="lineno">  219</span>&#160;<span class="stringliteral">      type: DT_FLOAT</span></div><div class="line"><a name="l00220"></a><span class="lineno">  220</span>&#160;<span class="stringliteral">    }</span></div><div class="line"><a name="l00221"></a><span class="lineno">  221</span>&#160;<span class="stringliteral">  }</span></div><div class="line"><a name="l00222"></a><span class="lineno">  222</span>&#160;<span class="stringliteral">  attr {</span></div><div class="line"><a name="l00223"></a><span class="lineno">  223</span>&#160;<span class="stringliteral">    key: &quot;transpose_a&quot;</span></div><div class="line"><a name="l00224"></a><span class="lineno">  224</span>&#160;<span class="stringliteral">    value {</span></div><div class="line"><a name="l00225"></a><span class="lineno">  225</span>&#160;<span class="stringliteral">      b: false</span></div><div class="line"><a name="l00226"></a><span class="lineno">  226</span>&#160;<span class="stringliteral">    }</span></div><div class="line"><a name="l00227"></a><span class="lineno">  227</span>&#160;<span class="stringliteral">  }</span></div><div class="line"><a name="l00228"></a><span class="lineno">  228</span>&#160;<span class="stringliteral">  attr {</span></div><div class="line"><a name="l00229"></a><span class="lineno">  229</span>&#160;<span class="stringliteral">    key: &quot;transpose_b&quot;</span></div><div class="line"><a name="l00230"></a><span class="lineno">  230</span>&#160;<span class="stringliteral">    value {</span></div><div class="line"><a name="l00231"></a><span class="lineno">  231</span>&#160;<span class="stringliteral">      b: false</span></div><div class="line"><a name="l00232"></a><span class="lineno">  232</span>&#160;<span class="stringliteral">    }</span></div><div class="line"><a name="l00233"></a><span class="lineno">  233</span>&#160;<span class="stringliteral">  }</span></div><div class="line"><a name="l00234"></a><span class="lineno">  234</span>&#160;<span class="stringliteral">}</span></div><div class="line"><a name="l00235"></a><span class="lineno">  235</span>&#160;<span class="stringliteral">node {</span></div><div class="line"><a name="l00236"></a><span class="lineno">  236</span>&#160;<span class="stringliteral">  name: &quot;Const_1&quot;</span></div><div class="line"><a name="l00237"></a><span class="lineno">  237</span>&#160;<span class="stringliteral">  op: &quot;Const&quot;</span></div><div class="line"><a name="l00238"></a><span class="lineno">  238</span>&#160;<span class="stringliteral">  attr {</span></div><div class="line"><a name="l00239"></a><span class="lineno">  239</span>&#160;<span class="stringliteral">    key: &quot;dtype&quot;</span></div><div class="line"><a name="l00240"></a><span class="lineno">  240</span>&#160;<span class="stringliteral">    value {</span></div><div class="line"><a name="l00241"></a><span class="lineno">  241</span>&#160;<span class="stringliteral">      type: DT_FLOAT</span></div><div class="line"><a name="l00242"></a><span class="lineno">  242</span>&#160;<span class="stringliteral">    }</span></div><div class="line"><a name="l00243"></a><span class="lineno">  243</span>&#160;<span class="stringliteral">  }</span></div><div class="line"><a name="l00244"></a><span class="lineno">  244</span>&#160;<span class="stringliteral">  attr {</span></div><div class="line"><a name="l00245"></a><span class="lineno">  245</span>&#160;<span class="stringliteral">    key: &quot;value&quot;</span></div><div class="line"><a name="l00246"></a><span class="lineno">  246</span>&#160;<span class="stringliteral">    value {</span></div><div class="line"><a name="l00247"></a><span class="lineno">  247</span>&#160;<span class="stringliteral">      tensor {</span></div><div class="line"><a name="l00248"></a><span class="lineno">  248</span>&#160;<span class="stringliteral">        dtype: DT_FLOAT</span></div><div class="line"><a name="l00249"></a><span class="lineno">  249</span>&#160;<span class="stringliteral">        tensor_shape {</span></div><div class="line"><a name="l00250"></a><span class="lineno">  250</span>&#160;<span class="stringliteral">          dim {</span></div><div class="line"><a name="l00251"></a><span class="lineno">  251</span>&#160;<span class="stringliteral">            size: 1</span></div><div class="line"><a name="l00252"></a><span class="lineno">  252</span>&#160;<span class="stringliteral">          }</span></div><div class="line"><a name="l00253"></a><span class="lineno">  253</span>&#160;<span class="stringliteral">        }</span></div><div class="line"><a name="l00254"></a><span class="lineno">  254</span>&#160;<span class="stringliteral">        float_val: 5.0</span></div><div class="line"><a name="l00255"></a><span class="lineno">  255</span>&#160;<span class="stringliteral">      }</span></div><div class="line"><a name="l00256"></a><span class="lineno">  256</span>&#160;<span class="stringliteral">    }</span></div><div class="line"><a name="l00257"></a><span class="lineno">  257</span>&#160;<span class="stringliteral">  }</span></div><div class="line"><a name="l00258"></a><span class="lineno">  258</span>&#160;<span class="stringliteral">}</span></div><div class="line"><a name="l00259"></a><span class="lineno">  259</span>&#160;<span class="stringliteral">node {</span></div><div class="line"><a name="l00260"></a><span class="lineno">  260</span>&#160;<span class="stringliteral">  name: &quot;Const_2&quot;</span></div><div class="line"><a name="l00261"></a><span class="lineno">  261</span>&#160;<span class="stringliteral">  op: &quot;Const&quot;</span></div><div class="line"><a name="l00262"></a><span class="lineno">  262</span>&#160;<span class="stringliteral">  attr {</span></div><div class="line"><a name="l00263"></a><span class="lineno">  263</span>&#160;<span class="stringliteral">    key: &quot;dtype&quot;</span></div><div class="line"><a name="l00264"></a><span class="lineno">  264</span>&#160;<span class="stringliteral">    value {</span></div><div class="line"><a name="l00265"></a><span class="lineno">  265</span>&#160;<span class="stringliteral">      type: DT_FLOAT</span></div><div class="line"><a name="l00266"></a><span class="lineno">  266</span>&#160;<span class="stringliteral">    }</span></div><div class="line"><a name="l00267"></a><span class="lineno">  267</span>&#160;<span class="stringliteral">  }</span></div><div class="line"><a name="l00268"></a><span class="lineno">  268</span>&#160;<span class="stringliteral">  attr {</span></div><div class="line"><a name="l00269"></a><span class="lineno">  269</span>&#160;<span class="stringliteral">    key: &quot;value&quot;</span></div><div class="line"><a name="l00270"></a><span class="lineno">  270</span>&#160;<span class="stringliteral">    value {</span></div><div class="line"><a name="l00271"></a><span class="lineno">  271</span>&#160;<span class="stringliteral">      tensor {</span></div><div class="line"><a name="l00272"></a><span class="lineno">  272</span>&#160;<span class="stringliteral">        dtype: DT_FLOAT</span></div><div class="line"><a name="l00273"></a><span class="lineno">  273</span>&#160;<span class="stringliteral">        tensor_shape {</span></div><div class="line"><a name="l00274"></a><span class="lineno">  274</span>&#160;<span class="stringliteral">          dim {</span></div><div class="line"><a name="l00275"></a><span class="lineno">  275</span>&#160;<span class="stringliteral">            size: 1</span></div><div class="line"><a name="l00276"></a><span class="lineno">  276</span>&#160;<span class="stringliteral">          }</span></div><div class="line"><a name="l00277"></a><span class="lineno">  277</span>&#160;<span class="stringliteral">        }</span></div><div class="line"><a name="l00278"></a><span class="lineno">  278</span>&#160;<span class="stringliteral">        float_val: 15.0</span></div><div class="line"><a name="l00279"></a><span class="lineno">  279</span>&#160;<span class="stringliteral">      }</span></div><div class="line"><a name="l00280"></a><span class="lineno">  280</span>&#160;<span class="stringliteral">    }</span></div><div class="line"><a name="l00281"></a><span class="lineno">  281</span>&#160;<span class="stringliteral">  }</span></div><div class="line"><a name="l00282"></a><span class="lineno">  282</span>&#160;<span class="stringliteral">}</span></div><div class="line"><a name="l00283"></a><span class="lineno">  283</span>&#160;<span class="stringliteral">node {</span></div><div class="line"><a name="l00284"></a><span class="lineno">  284</span>&#160;<span class="stringliteral">  name: &quot;Add&quot;</span></div><div class="line"><a name="l00285"></a><span class="lineno">  285</span>&#160;<span class="stringliteral">  op: &quot;Add&quot;</span></div><div class="line"><a name="l00286"></a><span class="lineno">  286</span>&#160;<span class="stringliteral">  input: &quot;MatMul&quot;</span></div><div class="line"><a name="l00287"></a><span class="lineno">  287</span>&#160;<span class="stringliteral">  input: &quot;Const_1&quot;</span></div><div class="line"><a name="l00288"></a><span class="lineno">  288</span>&#160;<span class="stringliteral">  attr {</span></div><div class="line"><a name="l00289"></a><span class="lineno">  289</span>&#160;<span class="stringliteral">    key: &quot;T&quot;</span></div><div class="line"><a name="l00290"></a><span class="lineno">  290</span>&#160;<span class="stringliteral">    value {</span></div><div class="line"><a name="l00291"></a><span class="lineno">  291</span>&#160;<span class="stringliteral">      type: DT_FLOAT</span></div><div class="line"><a name="l00292"></a><span class="lineno">  292</span>&#160;<span class="stringliteral">    }</span></div><div class="line"><a name="l00293"></a><span class="lineno">  293</span>&#160;<span class="stringliteral">  }</span></div><div class="line"><a name="l00294"></a><span class="lineno">  294</span>&#160;<span class="stringliteral">}</span></div><div class="line"><a name="l00295"></a><span class="lineno">  295</span>&#160;<span class="stringliteral">node {</span></div><div class="line"><a name="l00296"></a><span class="lineno">  296</span>&#160;<span class="stringliteral">  name: &quot;Add_1&quot;</span></div><div class="line"><a name="l00297"></a><span class="lineno">  297</span>&#160;<span class="stringliteral">  op: &quot;Add&quot;</span></div><div class="line"><a name="l00298"></a><span class="lineno">  298</span>&#160;<span class="stringliteral">  input: &quot;MatMul&quot;</span></div><div class="line"><a name="l00299"></a><span class="lineno">  299</span>&#160;<span class="stringliteral">  input: &quot;Const_2&quot;</span></div><div class="line"><a name="l00300"></a><span class="lineno">  300</span>&#160;<span class="stringliteral">  attr {</span></div><div class="line"><a name="l00301"></a><span class="lineno">  301</span>&#160;<span class="stringliteral">    key: &quot;T&quot;</span></div><div class="line"><a name="l00302"></a><span class="lineno">  302</span>&#160;<span class="stringliteral">    value {</span></div><div class="line"><a name="l00303"></a><span class="lineno">  303</span>&#160;<span class="stringliteral">      type: DT_FLOAT</span></div><div class="line"><a name="l00304"></a><span class="lineno">  304</span>&#160;<span class="stringliteral">    }</span></div><div class="line"><a name="l00305"></a><span class="lineno">  305</span>&#160;<span class="stringliteral">  }</span></div><div class="line"><a name="l00306"></a><span class="lineno">  306</span>&#160;<span class="stringliteral">}</span></div><div class="line"><a name="l00307"></a><span class="lineno">  307</span>&#160;<span class="stringliteral">node {</span></div><div class="line"><a name="l00308"></a><span class="lineno">  308</span>&#160;<span class="stringliteral">  name: &quot;output&quot;</span></div><div class="line"><a name="l00309"></a><span class="lineno">  309</span>&#160;<span class="stringliteral">  op: &quot;Add&quot;</span></div><div class="line"><a name="l00310"></a><span class="lineno">  310</span>&#160;<span class="stringliteral">  input: &quot;Add&quot;</span></div><div class="line"><a name="l00311"></a><span class="lineno">  311</span>&#160;<span class="stringliteral">  input: &quot;Add_1&quot;</span></div><div class="line"><a name="l00312"></a><span class="lineno">  312</span>&#160;<span class="stringliteral">  attr {</span></div><div class="line"><a name="l00313"></a><span class="lineno">  313</span>&#160;<span class="stringliteral">    key: &quot;T&quot;</span></div><div class="line"><a name="l00314"></a><span class="lineno">  314</span>&#160;<span class="stringliteral">    value {</span></div><div class="line"><a name="l00315"></a><span class="lineno">  315</span>&#160;<span class="stringliteral">      type: DT_FLOAT</span></div><div class="line"><a name="l00316"></a><span class="lineno">  316</span>&#160;<span class="stringliteral">    }</span></div><div class="line"><a name="l00317"></a><span class="lineno">  317</span>&#160;<span class="stringliteral">  }</span></div><div class="line"><a name="l00318"></a><span class="lineno">  318</span>&#160;<span class="stringliteral">}</span></div><div class="line"><a name="l00319"></a><span class="lineno">  319</span>&#160;<span class="stringliteral">        )&quot;;</span></div><div class="line"><a name="l00320"></a><span class="lineno">  320</span>&#160;<span class="stringliteral">        SetupSingleInputSingleOutput({ 1, 1 }, </span><span class="stringliteral">&quot;input&quot;</span>, <span class="stringliteral">&quot;output&quot;</span>);</div><div class="line"><a name="l00321"></a><span class="lineno">  321</span>&#160;    }</div><div class="line"><a name="l00322"></a><span class="lineno">  322</span>&#160;};</div><div class="line"><a name="l00323"></a><span class="lineno">  323</span>&#160;</div><div class="line"><a name="l00324"></a><span class="lineno"><a class="line" href="armnn_tf_parser_2test_2_fully_connected_8cpp.html#a6789ec7e61f7005768535246d5dc30db">  324</a></span>&#160;<a class="code" href="armnn_onnx_parser_2test_2_fully_connected_8cpp.html#a3f6109cc5a2a486abb5fe610f5a54be4">BOOST_FIXTURE_TEST_CASE</a>(MatMulUsedInTwoFc, MatMulUsedInTwoFcFixture)</div><div class="line"><a name="l00325"></a><span class="lineno">  325</span>&#160;{</div><div class="line"><a name="l00326"></a><span class="lineno">  326</span>&#160;    RunTest&lt;1&gt;({ 3 }, { 32 });</div><div class="line"><a name="l00327"></a><span class="lineno">  327</span>&#160;    <span class="comment">// Ideally we would check here that the armnn network has 5 layers:</span></div><div class="line"><a name="l00328"></a><span class="lineno">  328</span>&#160;    <span class="comment">//  Input, 2 x FullyConnected (biased), Add and Output.</span></div><div class="line"><a name="l00329"></a><span class="lineno">  329</span>&#160;    <span class="comment">// This would make sure the parser hasn&#39;t incorrectly added some unconnected layers corresponding to the MatMul.</span></div><div class="line"><a name="l00330"></a><span class="lineno">  330</span>&#160;}</div><div class="line"><a name="l00331"></a><span class="lineno">  331</span>&#160;</div><div class="line"><a name="l00332"></a><span class="lineno">  332</span>&#160;<span class="comment">// Similar to MatMulUsedInTwoFc, but this time the Adds are &#39;staggered&#39; (see diagram), which means that only one</span></div><div class="line"><a name="l00333"></a><span class="lineno">  333</span>&#160;<span class="comment">// FullyConnected layer can be created (the other should just be an Add).</span></div><div class="line"><a name="l00334"></a><span class="lineno">  334</span>&#160;<span class="comment">//        I</span></div><div class="line"><a name="l00335"></a><span class="lineno">  335</span>&#160;<span class="comment">//        |</span></div><div class="line"><a name="l00336"></a><span class="lineno">  336</span>&#160;<span class="comment">//        M -- C1</span></div><div class="line"><a name="l00337"></a><span class="lineno">  337</span>&#160;<span class="comment">//       / \&#39;</span></div><div class="line"><a name="l00338"></a><span class="lineno">  338</span>&#160;<span class="comment">// C2 -- A  |</span></div><div class="line"><a name="l00339"></a><span class="lineno">  339</span>&#160;<span class="comment">//       \ /</span></div><div class="line"><a name="l00340"></a><span class="lineno">  340</span>&#160;<span class="comment">//        A</span></div><div class="line"><a name="l00341"></a><span class="lineno">  341</span>&#160;<span class="keyword">struct </span>MatMulUsedInTwoFcStaggeredFixture : <span class="keyword">public</span> <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html">armnnUtils::ParserPrototxtFixture</a>&lt;armnnTfParser::ITfParser&gt;</div><div class="line"><a name="l00342"></a><span class="lineno">  342</span>&#160;{</div><div class="line"><a name="l00343"></a><span class="lineno">  343</span>&#160;    MatMulUsedInTwoFcStaggeredFixture()</div><div class="line"><a name="l00344"></a><span class="lineno">  344</span>&#160;    {</div><div class="line"><a name="l00345"></a><span class="lineno">  345</span>&#160;        <span class="comment">// Input = tf.placeholder(tf.float32, shape=[1,1], name = &quot;input&quot;)</span></div><div class="line"><a name="l00346"></a><span class="lineno">  346</span>&#160;        <span class="comment">// Const1 = tf.constant([17], tf.float32, [1,1])</span></div><div class="line"><a name="l00347"></a><span class="lineno">  347</span>&#160;        <span class="comment">// Mul = tf.matmul(input, const1)</span></div><div class="line"><a name="l00348"></a><span class="lineno">  348</span>&#160;        <span class="comment">// Monst2 = tf.constant([7], tf.float32, [1])</span></div><div class="line"><a name="l00349"></a><span class="lineno">  349</span>&#160;        <span class="comment">// Fc = tf.add(mul, const2)</span></div><div class="line"><a name="l00350"></a><span class="lineno">  350</span>&#160;        <span class="comment">// Output = tf.add(mul, fc, name=&quot;output&quot;)</span></div><div class="line"><a name="l00351"></a><span class="lineno">  351</span>&#160;        m_Prototext = R<span class="stringliteral">&quot;(</span></div><div class="line"><a name="l00352"></a><span class="lineno">  352</span>&#160;<span class="stringliteral">node {</span></div><div class="line"><a name="l00353"></a><span class="lineno">  353</span>&#160;<span class="stringliteral">  name: &quot;input&quot;</span></div><div class="line"><a name="l00354"></a><span class="lineno">  354</span>&#160;<span class="stringliteral">  op: &quot;Placeholder&quot;</span></div><div class="line"><a name="l00355"></a><span class="lineno">  355</span>&#160;<span class="stringliteral">  attr {</span></div><div class="line"><a name="l00356"></a><span class="lineno">  356</span>&#160;<span class="stringliteral">    key: &quot;dtype&quot;</span></div><div class="line"><a name="l00357"></a><span class="lineno">  357</span>&#160;<span class="stringliteral">    value {</span></div><div class="line"><a name="l00358"></a><span class="lineno">  358</span>&#160;<span class="stringliteral">      type: DT_FLOAT</span></div><div class="line"><a name="l00359"></a><span class="lineno">  359</span>&#160;<span class="stringliteral">    }</span></div><div class="line"><a name="l00360"></a><span class="lineno">  360</span>&#160;<span class="stringliteral">  }</span></div><div class="line"><a name="l00361"></a><span class="lineno">  361</span>&#160;<span class="stringliteral">  attr {</span></div><div class="line"><a name="l00362"></a><span class="lineno">  362</span>&#160;<span class="stringliteral">    key: &quot;shape&quot;</span></div><div class="line"><a name="l00363"></a><span class="lineno">  363</span>&#160;<span class="stringliteral">    value {</span></div><div class="line"><a name="l00364"></a><span class="lineno">  364</span>&#160;<span class="stringliteral">      shape {</span></div><div class="line"><a name="l00365"></a><span class="lineno">  365</span>&#160;<span class="stringliteral">        dim {</span></div><div class="line"><a name="l00366"></a><span class="lineno">  366</span>&#160;<span class="stringliteral">          size: 1</span></div><div class="line"><a name="l00367"></a><span class="lineno">  367</span>&#160;<span class="stringliteral">        }</span></div><div class="line"><a name="l00368"></a><span class="lineno">  368</span>&#160;<span class="stringliteral">        dim {</span></div><div class="line"><a name="l00369"></a><span class="lineno">  369</span>&#160;<span class="stringliteral">          size: 1</span></div><div class="line"><a name="l00370"></a><span class="lineno">  370</span>&#160;<span class="stringliteral">        }</span></div><div class="line"><a name="l00371"></a><span class="lineno">  371</span>&#160;<span class="stringliteral">      }</span></div><div class="line"><a name="l00372"></a><span class="lineno">  372</span>&#160;<span class="stringliteral">    }</span></div><div class="line"><a name="l00373"></a><span class="lineno">  373</span>&#160;<span class="stringliteral">  }</span></div><div class="line"><a name="l00374"></a><span class="lineno">  374</span>&#160;<span class="stringliteral">}</span></div><div class="line"><a name="l00375"></a><span class="lineno">  375</span>&#160;<span class="stringliteral">node {</span></div><div class="line"><a name="l00376"></a><span class="lineno">  376</span>&#160;<span class="stringliteral">  name: &quot;Const&quot;</span></div><div class="line"><a name="l00377"></a><span class="lineno">  377</span>&#160;<span class="stringliteral">  op: &quot;Const&quot;</span></div><div class="line"><a name="l00378"></a><span class="lineno">  378</span>&#160;<span class="stringliteral">  attr {</span></div><div class="line"><a name="l00379"></a><span class="lineno">  379</span>&#160;<span class="stringliteral">    key: &quot;dtype&quot;</span></div><div class="line"><a name="l00380"></a><span class="lineno">  380</span>&#160;<span class="stringliteral">    value {</span></div><div class="line"><a name="l00381"></a><span class="lineno">  381</span>&#160;<span class="stringliteral">      type: DT_FLOAT</span></div><div class="line"><a name="l00382"></a><span class="lineno">  382</span>&#160;<span class="stringliteral">    }</span></div><div class="line"><a name="l00383"></a><span class="lineno">  383</span>&#160;<span class="stringliteral">  }</span></div><div class="line"><a name="l00384"></a><span class="lineno">  384</span>&#160;<span class="stringliteral">  attr {</span></div><div class="line"><a name="l00385"></a><span class="lineno">  385</span>&#160;<span class="stringliteral">    key: &quot;value&quot;</span></div><div class="line"><a name="l00386"></a><span class="lineno">  386</span>&#160;<span class="stringliteral">    value {</span></div><div class="line"><a name="l00387"></a><span class="lineno">  387</span>&#160;<span class="stringliteral">      tensor {</span></div><div class="line"><a name="l00388"></a><span class="lineno">  388</span>&#160;<span class="stringliteral">        dtype: DT_FLOAT</span></div><div class="line"><a name="l00389"></a><span class="lineno">  389</span>&#160;<span class="stringliteral">        tensor_shape {</span></div><div class="line"><a name="l00390"></a><span class="lineno">  390</span>&#160;<span class="stringliteral">          dim {</span></div><div class="line"><a name="l00391"></a><span class="lineno">  391</span>&#160;<span class="stringliteral">            size: 1</span></div><div class="line"><a name="l00392"></a><span class="lineno">  392</span>&#160;<span class="stringliteral">          }</span></div><div class="line"><a name="l00393"></a><span class="lineno">  393</span>&#160;<span class="stringliteral">          dim {</span></div><div class="line"><a name="l00394"></a><span class="lineno">  394</span>&#160;<span class="stringliteral">            size: 1</span></div><div class="line"><a name="l00395"></a><span class="lineno">  395</span>&#160;<span class="stringliteral">          }</span></div><div class="line"><a name="l00396"></a><span class="lineno">  396</span>&#160;<span class="stringliteral">        }</span></div><div class="line"><a name="l00397"></a><span class="lineno">  397</span>&#160;<span class="stringliteral">        float_val: 17.0</span></div><div class="line"><a name="l00398"></a><span class="lineno">  398</span>&#160;<span class="stringliteral">      }</span></div><div class="line"><a name="l00399"></a><span class="lineno">  399</span>&#160;<span class="stringliteral">    }</span></div><div class="line"><a name="l00400"></a><span class="lineno">  400</span>&#160;<span class="stringliteral">  }</span></div><div class="line"><a name="l00401"></a><span class="lineno">  401</span>&#160;<span class="stringliteral">}</span></div><div class="line"><a name="l00402"></a><span class="lineno">  402</span>&#160;<span class="stringliteral">node {</span></div><div class="line"><a name="l00403"></a><span class="lineno">  403</span>&#160;<span class="stringliteral">  name: &quot;MatMul&quot;</span></div><div class="line"><a name="l00404"></a><span class="lineno">  404</span>&#160;<span class="stringliteral">  op: &quot;MatMul&quot;</span></div><div class="line"><a name="l00405"></a><span class="lineno">  405</span>&#160;<span class="stringliteral">  input: &quot;input&quot;</span></div><div class="line"><a name="l00406"></a><span class="lineno">  406</span>&#160;<span class="stringliteral">  input: &quot;Const&quot;</span></div><div class="line"><a name="l00407"></a><span class="lineno">  407</span>&#160;<span class="stringliteral">  attr {</span></div><div class="line"><a name="l00408"></a><span class="lineno">  408</span>&#160;<span class="stringliteral">    key: &quot;T&quot;</span></div><div class="line"><a name="l00409"></a><span class="lineno">  409</span>&#160;<span class="stringliteral">    value {</span></div><div class="line"><a name="l00410"></a><span class="lineno">  410</span>&#160;<span class="stringliteral">      type: DT_FLOAT</span></div><div class="line"><a name="l00411"></a><span class="lineno">  411</span>&#160;<span class="stringliteral">    }</span></div><div class="line"><a name="l00412"></a><span class="lineno">  412</span>&#160;<span class="stringliteral">  }</span></div><div class="line"><a name="l00413"></a><span class="lineno">  413</span>&#160;<span class="stringliteral">  attr {</span></div><div class="line"><a name="l00414"></a><span class="lineno">  414</span>&#160;<span class="stringliteral">    key: &quot;transpose_a&quot;</span></div><div class="line"><a name="l00415"></a><span class="lineno">  415</span>&#160;<span class="stringliteral">    value {</span></div><div class="line"><a name="l00416"></a><span class="lineno">  416</span>&#160;<span class="stringliteral">      b: false</span></div><div class="line"><a name="l00417"></a><span class="lineno">  417</span>&#160;<span class="stringliteral">    }</span></div><div class="line"><a name="l00418"></a><span class="lineno">  418</span>&#160;<span class="stringliteral">  }</span></div><div class="line"><a name="l00419"></a><span class="lineno">  419</span>&#160;<span class="stringliteral">  attr {</span></div><div class="line"><a name="l00420"></a><span class="lineno">  420</span>&#160;<span class="stringliteral">    key: &quot;transpose_b&quot;</span></div><div class="line"><a name="l00421"></a><span class="lineno">  421</span>&#160;<span class="stringliteral">    value {</span></div><div class="line"><a name="l00422"></a><span class="lineno">  422</span>&#160;<span class="stringliteral">      b: false</span></div><div class="line"><a name="l00423"></a><span class="lineno">  423</span>&#160;<span class="stringliteral">    }</span></div><div class="line"><a name="l00424"></a><span class="lineno">  424</span>&#160;<span class="stringliteral">  }</span></div><div class="line"><a name="l00425"></a><span class="lineno">  425</span>&#160;<span class="stringliteral">}</span></div><div class="line"><a name="l00426"></a><span class="lineno">  426</span>&#160;<span class="stringliteral">node {</span></div><div class="line"><a name="l00427"></a><span class="lineno">  427</span>&#160;<span class="stringliteral">  name: &quot;Const_1&quot;</span></div><div class="line"><a name="l00428"></a><span class="lineno">  428</span>&#160;<span class="stringliteral">  op: &quot;Const&quot;</span></div><div class="line"><a name="l00429"></a><span class="lineno">  429</span>&#160;<span class="stringliteral">  attr {</span></div><div class="line"><a name="l00430"></a><span class="lineno">  430</span>&#160;<span class="stringliteral">    key: &quot;dtype&quot;</span></div><div class="line"><a name="l00431"></a><span class="lineno">  431</span>&#160;<span class="stringliteral">    value {</span></div><div class="line"><a name="l00432"></a><span class="lineno">  432</span>&#160;<span class="stringliteral">      type: DT_FLOAT</span></div><div class="line"><a name="l00433"></a><span class="lineno">  433</span>&#160;<span class="stringliteral">    }</span></div><div class="line"><a name="l00434"></a><span class="lineno">  434</span>&#160;<span class="stringliteral">  }</span></div><div class="line"><a name="l00435"></a><span class="lineno">  435</span>&#160;<span class="stringliteral">  attr {</span></div><div class="line"><a name="l00436"></a><span class="lineno">  436</span>&#160;<span class="stringliteral">    key: &quot;value&quot;</span></div><div class="line"><a name="l00437"></a><span class="lineno">  437</span>&#160;<span class="stringliteral">    value {</span></div><div class="line"><a name="l00438"></a><span class="lineno">  438</span>&#160;<span class="stringliteral">      tensor {</span></div><div class="line"><a name="l00439"></a><span class="lineno">  439</span>&#160;<span class="stringliteral">        dtype: DT_FLOAT</span></div><div class="line"><a name="l00440"></a><span class="lineno">  440</span>&#160;<span class="stringliteral">        tensor_shape {</span></div><div class="line"><a name="l00441"></a><span class="lineno">  441</span>&#160;<span class="stringliteral">          dim {</span></div><div class="line"><a name="l00442"></a><span class="lineno">  442</span>&#160;<span class="stringliteral">            size: 1</span></div><div class="line"><a name="l00443"></a><span class="lineno">  443</span>&#160;<span class="stringliteral">          }</span></div><div class="line"><a name="l00444"></a><span class="lineno">  444</span>&#160;<span class="stringliteral">        }</span></div><div class="line"><a name="l00445"></a><span class="lineno">  445</span>&#160;<span class="stringliteral">        float_val: 7.0</span></div><div class="line"><a name="l00446"></a><span class="lineno">  446</span>&#160;<span class="stringliteral">      }</span></div><div class="line"><a name="l00447"></a><span class="lineno">  447</span>&#160;<span class="stringliteral">    }</span></div><div class="line"><a name="l00448"></a><span class="lineno">  448</span>&#160;<span class="stringliteral">  }</span></div><div class="line"><a name="l00449"></a><span class="lineno">  449</span>&#160;<span class="stringliteral">}</span></div><div class="line"><a name="l00450"></a><span class="lineno">  450</span>&#160;<span class="stringliteral">node {</span></div><div class="line"><a name="l00451"></a><span class="lineno">  451</span>&#160;<span class="stringliteral">  name: &quot;Add&quot;</span></div><div class="line"><a name="l00452"></a><span class="lineno">  452</span>&#160;<span class="stringliteral">  op: &quot;Add&quot;</span></div><div class="line"><a name="l00453"></a><span class="lineno">  453</span>&#160;<span class="stringliteral">  input: &quot;MatMul&quot;</span></div><div class="line"><a name="l00454"></a><span class="lineno">  454</span>&#160;<span class="stringliteral">  input: &quot;Const_1&quot;</span></div><div class="line"><a name="l00455"></a><span class="lineno">  455</span>&#160;<span class="stringliteral">  attr {</span></div><div class="line"><a name="l00456"></a><span class="lineno">  456</span>&#160;<span class="stringliteral">    key: &quot;T&quot;</span></div><div class="line"><a name="l00457"></a><span class="lineno">  457</span>&#160;<span class="stringliteral">    value {</span></div><div class="line"><a name="l00458"></a><span class="lineno">  458</span>&#160;<span class="stringliteral">      type: DT_FLOAT</span></div><div class="line"><a name="l00459"></a><span class="lineno">  459</span>&#160;<span class="stringliteral">    }</span></div><div class="line"><a name="l00460"></a><span class="lineno">  460</span>&#160;<span class="stringliteral">  }</span></div><div class="line"><a name="l00461"></a><span class="lineno">  461</span>&#160;<span class="stringliteral">}</span></div><div class="line"><a name="l00462"></a><span class="lineno">  462</span>&#160;<span class="stringliteral">node {</span></div><div class="line"><a name="l00463"></a><span class="lineno">  463</span>&#160;<span class="stringliteral">  name: &quot;output&quot;</span></div><div class="line"><a name="l00464"></a><span class="lineno">  464</span>&#160;<span class="stringliteral">  op: &quot;Add&quot;</span></div><div class="line"><a name="l00465"></a><span class="lineno">  465</span>&#160;<span class="stringliteral">  input: &quot;MatMul&quot;</span></div><div class="line"><a name="l00466"></a><span class="lineno">  466</span>&#160;<span class="stringliteral">  input: &quot;Add&quot;</span></div><div class="line"><a name="l00467"></a><span class="lineno">  467</span>&#160;<span class="stringliteral">  attr {</span></div><div class="line"><a name="l00468"></a><span class="lineno">  468</span>&#160;<span class="stringliteral">    key: &quot;T&quot;</span></div><div class="line"><a name="l00469"></a><span class="lineno">  469</span>&#160;<span class="stringliteral">    value {</span></div><div class="line"><a name="l00470"></a><span class="lineno">  470</span>&#160;<span class="stringliteral">      type: DT_FLOAT</span></div><div class="line"><a name="l00471"></a><span class="lineno">  471</span>&#160;<span class="stringliteral">    }</span></div><div class="line"><a name="l00472"></a><span class="lineno">  472</span>&#160;<span class="stringliteral">  }</span></div><div class="line"><a name="l00473"></a><span class="lineno">  473</span>&#160;<span class="stringliteral">}</span></div><div class="line"><a name="l00474"></a><span class="lineno">  474</span>&#160;<span class="stringliteral">        )&quot;;</span></div><div class="line"><a name="l00475"></a><span class="lineno">  475</span>&#160;<span class="stringliteral">        SetupSingleInputSingleOutput({ 1, 1 }, </span><span class="stringliteral">&quot;input&quot;</span>, <span class="stringliteral">&quot;output&quot;</span>);</div><div class="line"><a name="l00476"></a><span class="lineno">  476</span>&#160;    }</div><div class="line"><a name="l00477"></a><span class="lineno">  477</span>&#160;};</div><div class="line"><a name="l00478"></a><span class="lineno">  478</span>&#160;</div><div class="line"><a name="l00479"></a><span class="lineno"><a class="line" href="armnn_tf_parser_2test_2_fully_connected_8cpp.html#a26ff0abf035fb68a9be279fe7ece98e1">  479</a></span>&#160;<a class="code" href="armnn_onnx_parser_2test_2_fully_connected_8cpp.html#a3f6109cc5a2a486abb5fe610f5a54be4">BOOST_FIXTURE_TEST_CASE</a>(MatMulUsedInTwoFcStaggered, MatMulUsedInTwoFcStaggeredFixture)</div><div class="line"><a name="l00480"></a><span class="lineno">  480</span>&#160;{</div><div class="line"><a name="l00481"></a><span class="lineno">  481</span>&#160;    RunTest&lt;1&gt;({ 2 }, { 75 });</div><div class="line"><a name="l00482"></a><span class="lineno">  482</span>&#160;    <span class="comment">// Ideally we would check here that the armnn network has 5 layers:</span></div><div class="line"><a name="l00483"></a><span class="lineno">  483</span>&#160;    <span class="comment">//   Input, FullyConnected (biased), FullyConnected (non biased), Add and Output.</span></div><div class="line"><a name="l00484"></a><span class="lineno">  484</span>&#160;}</div><div class="line"><a name="l00485"></a><span class="lineno">  485</span>&#160;</div><div class="line"><a name="l00486"></a><span class="lineno">  486</span>&#160;<span class="comment">// A MatMul in isolation, not connected to an add. Should result in a non-biased FullyConnected layer.</span></div><div class="line"><a name="l00487"></a><span class="lineno">  487</span>&#160;<span class="keyword">struct </span>MatMulFixture : <span class="keyword">public</span> <a class="code" href="structarmnn_utils_1_1_parser_prototxt_fixture.html">armnnUtils::ParserPrototxtFixture</a>&lt;armnnTfParser::ITfParser&gt;</div><div class="line"><a name="l00488"></a><span class="lineno">  488</span>&#160;{</div><div class="line"><a name="l00489"></a><span class="lineno">  489</span>&#160;    MatMulFixture()</div><div class="line"><a name="l00490"></a><span class="lineno">  490</span>&#160;    {</div><div class="line"><a name="l00491"></a><span class="lineno">  491</span>&#160;        <span class="comment">// Input = tf.placeholder(tf.float32, shape = [1, 1], name = &quot;input&quot;)</span></div><div class="line"><a name="l00492"></a><span class="lineno">  492</span>&#160;        <span class="comment">// Const = tf.constant([17], tf.float32, [1, 1])</span></div><div class="line"><a name="l00493"></a><span class="lineno">  493</span>&#160;        <span class="comment">//  Output = tf.matmul(input, const, name = &quot;output&quot;)</span></div><div class="line"><a name="l00494"></a><span class="lineno">  494</span>&#160;        m_Prototext = R<span class="stringliteral">&quot;(</span></div><div class="line"><a name="l00495"></a><span class="lineno">  495</span>&#160;<span class="stringliteral">node {</span></div><div class="line"><a name="l00496"></a><span class="lineno">  496</span>&#160;<span class="stringliteral">  name: &quot;input&quot;</span></div><div class="line"><a name="l00497"></a><span class="lineno">  497</span>&#160;<span class="stringliteral">  op: &quot;Placeholder&quot;</span></div><div class="line"><a name="l00498"></a><span class="lineno">  498</span>&#160;<span class="stringliteral">  attr {</span></div><div class="line"><a name="l00499"></a><span class="lineno">  499</span>&#160;<span class="stringliteral">    key: &quot;dtype&quot;</span></div><div class="line"><a name="l00500"></a><span class="lineno">  500</span>&#160;<span class="stringliteral">    value {</span></div><div class="line"><a name="l00501"></a><span class="lineno">  501</span>&#160;<span class="stringliteral">      type: DT_FLOAT</span></div><div class="line"><a name="l00502"></a><span class="lineno">  502</span>&#160;<span class="stringliteral">    }</span></div><div class="line"><a name="l00503"></a><span class="lineno">  503</span>&#160;<span class="stringliteral">  }</span></div><div class="line"><a name="l00504"></a><span class="lineno">  504</span>&#160;<span class="stringliteral">  attr {</span></div><div class="line"><a name="l00505"></a><span class="lineno">  505</span>&#160;<span class="stringliteral">    key: &quot;shape&quot;</span></div><div class="line"><a name="l00506"></a><span class="lineno">  506</span>&#160;<span class="stringliteral">    value {</span></div><div class="line"><a name="l00507"></a><span class="lineno">  507</span>&#160;<span class="stringliteral">      shape {</span></div><div class="line"><a name="l00508"></a><span class="lineno">  508</span>&#160;<span class="stringliteral">        dim {</span></div><div class="line"><a name="l00509"></a><span class="lineno">  509</span>&#160;<span class="stringliteral">          size: 1</span></div><div class="line"><a name="l00510"></a><span class="lineno">  510</span>&#160;<span class="stringliteral">        }</span></div><div class="line"><a name="l00511"></a><span class="lineno">  511</span>&#160;<span class="stringliteral">        dim {</span></div><div class="line"><a name="l00512"></a><span class="lineno">  512</span>&#160;<span class="stringliteral">          size: 1</span></div><div class="line"><a name="l00513"></a><span class="lineno">  513</span>&#160;<span class="stringliteral">        }</span></div><div class="line"><a name="l00514"></a><span class="lineno">  514</span>&#160;<span class="stringliteral">      }</span></div><div class="line"><a name="l00515"></a><span class="lineno">  515</span>&#160;<span class="stringliteral">    }</span></div><div class="line"><a name="l00516"></a><span class="lineno">  516</span>&#160;<span class="stringliteral">  }</span></div><div class="line"><a name="l00517"></a><span class="lineno">  517</span>&#160;<span class="stringliteral">}</span></div><div class="line"><a name="l00518"></a><span class="lineno">  518</span>&#160;<span class="stringliteral">node {</span></div><div class="line"><a name="l00519"></a><span class="lineno">  519</span>&#160;<span class="stringliteral">  name: &quot;Const&quot;</span></div><div class="line"><a name="l00520"></a><span class="lineno">  520</span>&#160;<span class="stringliteral">  op: &quot;Const&quot;</span></div><div class="line"><a name="l00521"></a><span class="lineno">  521</span>&#160;<span class="stringliteral">  attr {</span></div><div class="line"><a name="l00522"></a><span class="lineno">  522</span>&#160;<span class="stringliteral">    key: &quot;dtype&quot;</span></div><div class="line"><a name="l00523"></a><span class="lineno">  523</span>&#160;<span class="stringliteral">    value {</span></div><div class="line"><a name="l00524"></a><span class="lineno">  524</span>&#160;<span class="stringliteral">      type: DT_FLOAT</span></div><div class="line"><a name="l00525"></a><span class="lineno">  525</span>&#160;<span class="stringliteral">    }</span></div><div class="line"><a name="l00526"></a><span class="lineno">  526</span>&#160;<span class="stringliteral">  }</span></div><div class="line"><a name="l00527"></a><span class="lineno">  527</span>&#160;<span class="stringliteral">  attr {</span></div><div class="line"><a name="l00528"></a><span class="lineno">  528</span>&#160;<span class="stringliteral">    key: &quot;value&quot;</span></div><div class="line"><a name="l00529"></a><span class="lineno">  529</span>&#160;<span class="stringliteral">    value {</span></div><div class="line"><a name="l00530"></a><span class="lineno">  530</span>&#160;<span class="stringliteral">      tensor {</span></div><div class="line"><a name="l00531"></a><span class="lineno">  531</span>&#160;<span class="stringliteral">        dtype: DT_FLOAT</span></div><div class="line"><a name="l00532"></a><span class="lineno">  532</span>&#160;<span class="stringliteral">        tensor_shape {</span></div><div class="line"><a name="l00533"></a><span class="lineno">  533</span>&#160;<span class="stringliteral">          dim {</span></div><div class="line"><a name="l00534"></a><span class="lineno">  534</span>&#160;<span class="stringliteral">            size: 1</span></div><div class="line"><a name="l00535"></a><span class="lineno">  535</span>&#160;<span class="stringliteral">          }</span></div><div class="line"><a name="l00536"></a><span class="lineno">  536</span>&#160;<span class="stringliteral">          dim {</span></div><div class="line"><a name="l00537"></a><span class="lineno">  537</span>&#160;<span class="stringliteral">            size: 1</span></div><div class="line"><a name="l00538"></a><span class="lineno">  538</span>&#160;<span class="stringliteral">          }</span></div><div class="line"><a name="l00539"></a><span class="lineno">  539</span>&#160;<span class="stringliteral">        }</span></div><div class="line"><a name="l00540"></a><span class="lineno">  540</span>&#160;<span class="stringliteral">        float_val: 17.0</span></div><div class="line"><a name="l00541"></a><span class="lineno">  541</span>&#160;<span class="stringliteral">      }</span></div><div class="line"><a name="l00542"></a><span class="lineno">  542</span>&#160;<span class="stringliteral">    }</span></div><div class="line"><a name="l00543"></a><span class="lineno">  543</span>&#160;<span class="stringliteral">  }</span></div><div class="line"><a name="l00544"></a><span class="lineno">  544</span>&#160;<span class="stringliteral">}</span></div><div class="line"><a name="l00545"></a><span class="lineno">  545</span>&#160;<span class="stringliteral">node {</span></div><div class="line"><a name="l00546"></a><span class="lineno">  546</span>&#160;<span class="stringliteral">  name: &quot;output&quot;</span></div><div class="line"><a name="l00547"></a><span class="lineno">  547</span>&#160;<span class="stringliteral">  op: &quot;MatMul&quot;</span></div><div class="line"><a name="l00548"></a><span class="lineno">  548</span>&#160;<span class="stringliteral">  input: &quot;input&quot;</span></div><div class="line"><a name="l00549"></a><span class="lineno">  549</span>&#160;<span class="stringliteral">  input: &quot;Const&quot;</span></div><div class="line"><a name="l00550"></a><span class="lineno">  550</span>&#160;<span class="stringliteral">  attr {</span></div><div class="line"><a name="l00551"></a><span class="lineno">  551</span>&#160;<span class="stringliteral">    key: &quot;T&quot;</span></div><div class="line"><a name="l00552"></a><span class="lineno">  552</span>&#160;<span class="stringliteral">    value {</span></div><div class="line"><a name="l00553"></a><span class="lineno">  553</span>&#160;<span class="stringliteral">      type: DT_FLOAT</span></div><div class="line"><a name="l00554"></a><span class="lineno">  554</span>&#160;<span class="stringliteral">    }</span></div><div class="line"><a name="l00555"></a><span class="lineno">  555</span>&#160;<span class="stringliteral">  }</span></div><div class="line"><a name="l00556"></a><span class="lineno">  556</span>&#160;<span class="stringliteral">  attr {</span></div><div class="line"><a name="l00557"></a><span class="lineno">  557</span>&#160;<span class="stringliteral">    key: &quot;transpose_a&quot;</span></div><div class="line"><a name="l00558"></a><span class="lineno">  558</span>&#160;<span class="stringliteral">    value {</span></div><div class="line"><a name="l00559"></a><span class="lineno">  559</span>&#160;<span class="stringliteral">      b: false</span></div><div class="line"><a name="l00560"></a><span class="lineno">  560</span>&#160;<span class="stringliteral">    }</span></div><div class="line"><a name="l00561"></a><span class="lineno">  561</span>&#160;<span class="stringliteral">  }</span></div><div class="line"><a name="l00562"></a><span class="lineno">  562</span>&#160;<span class="stringliteral">  attr {</span></div><div class="line"><a name="l00563"></a><span class="lineno">  563</span>&#160;<span class="stringliteral">    key: &quot;transpose_b&quot;</span></div><div class="line"><a name="l00564"></a><span class="lineno">  564</span>&#160;<span class="stringliteral">    value {</span></div><div class="line"><a name="l00565"></a><span class="lineno">  565</span>&#160;<span class="stringliteral">      b: false</span></div><div class="line"><a name="l00566"></a><span class="lineno">  566</span>&#160;<span class="stringliteral">    }</span></div><div class="line"><a name="l00567"></a><span class="lineno">  567</span>&#160;<span class="stringliteral">  }</span></div><div class="line"><a name="l00568"></a><span class="lineno">  568</span>&#160;<span class="stringliteral">}</span></div><div class="line"><a name="l00569"></a><span class="lineno">  569</span>&#160;<span class="stringliteral">        )&quot;;</span></div><div class="line"><a name="l00570"></a><span class="lineno">  570</span>&#160;<span class="stringliteral">        SetupSingleInputSingleOutput({ 1, 1 }, </span><span class="stringliteral">&quot;input&quot;</span>, <span class="stringliteral">&quot;output&quot;</span>);</div><div class="line"><a name="l00571"></a><span class="lineno">  571</span>&#160;    }</div><div class="line"><a name="l00572"></a><span class="lineno">  572</span>&#160;};</div><div class="line"><a name="l00573"></a><span class="lineno">  573</span>&#160;</div><div class="line"><a name="l00574"></a><span class="lineno"><a class="line" href="armnn_tf_parser_2test_2_fully_connected_8cpp.html#a3f6109cc5a2a486abb5fe610f5a54be4">  574</a></span>&#160;<a class="code" href="armnn_onnx_parser_2test_2_fully_connected_8cpp.html#a3f6109cc5a2a486abb5fe610f5a54be4">BOOST_FIXTURE_TEST_CASE</a>(MatMul, MatMulFixture)</div><div class="line"><a name="l00575"></a><span class="lineno">  575</span>&#160;{</div><div class="line"><a name="l00576"></a><span class="lineno">  576</span>&#160;    RunTest&lt;1&gt;({ 2 }, { 34 });</div><div class="line"><a name="l00577"></a><span class="lineno">  577</span>&#160;}</div><div class="line"><a name="l00578"></a><span class="lineno">  578</span>&#160;</div><div class="line"><a name="l00579"></a><span class="lineno">  579</span>&#160;<a class="code" href="_profiler_tests_8cpp.html#af7f71af5c6c124222dd1c42c5df892f4">BOOST_AUTO_TEST_SUITE_END</a>()</div><div class="ttc" id="structarmnn_utils_1_1_parser_prototxt_fixture_html_a2bb4ea256fbbf6d53068ca93bb4bc95c"><div class="ttname"><a href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a2bb4ea256fbbf6d53068ca93bb4bc95c">armnnUtils::ParserPrototxtFixture::SetupSingleInputSingleOutput</a></div><div class="ttdeci">void SetupSingleInputSingleOutput(const std::string &amp;inputName, const std::string &amp;outputName)</div><div class="ttdef"><b>Definition:</b> <a href="_parser_prototxt_fixture_8hpp_source.html#l00086">ParserPrototxtFixture.hpp:86</a></div></div>
+<div class="ttc" id="structarmnn_utils_1_1_parser_prototxt_fixture_html_a5ca0f757171382fbf7fa5b05b447b024"><div class="ttname"><a href="structarmnn_utils_1_1_parser_prototxt_fixture.html#a5ca0f757171382fbf7fa5b05b447b024">armnnUtils::ParserPrototxtFixture&lt; armnnTfParser::ITfParser &gt;::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.html#l00068">ParserPrototxtFixture.hpp:68</a></div></div>
+<div class="ttc" id="_network_8hpp_html"><div class="ttname"><a href="_network_8hpp.html">Network.hpp</a></div></div>
+<div class="ttc" id="armnn_onnx_parser_2test_2_fully_connected_8cpp_html_a3f6109cc5a2a486abb5fe610f5a54be4"><div class="ttname"><a href="armnn_onnx_parser_2test_2_fully_connected_8cpp.html#a3f6109cc5a2a486abb5fe610f5a54be4">BOOST_FIXTURE_TEST_CASE</a></div><div class="ttdeci">BOOST_FIXTURE_TEST_CASE(MatMul, MatMulFixture)</div><div class="ttdef"><b>Definition:</b> <a href="armnn_onnx_parser_2test_2_fully_connected_8cpp_source.html#l00096">FullyConnected.cpp:96</a></div></div>
+<div class="ttc" id="namespacearmnn_html_ad34d1d5b1ca8f52dc296ecf52ba20c8a"><div class="ttname"><a href="namespacearmnn.html#ad34d1d5b1ca8f52dc296ecf52ba20c8a">armnn::FullyConnected</a></div><div class="ttdeci">void FullyConnected(const TensorShape &amp;rInputShape, Decoder&lt; float &gt; &amp;rInputDecoder, const TensorShape &amp;rOutputShape, Encoder&lt; float &gt; &amp;rOutputEncoder, Decoder&lt; float &gt; &amp;rWeightDecoder, Decoder&lt; float &gt; &amp;rBiasDecoder, const bool biasEnabled, const unsigned int K, const bool transposeWeights)</div><div class="ttdoc">Performs a matrix multiplication and optionally adds a bias. </div><div class="ttdef"><b>Definition:</b> <a href="backends_2reference_2workloads_2_fully_connected_8cpp_source.html#l00015">FullyConnected.cpp:15</a></div></div>
+<div class="ttc" id="_profiler_tests_8cpp_html_af7f71af5c6c124222dd1c42c5df892f4"><div class="ttname"><a href="_profiler_tests_8cpp.html#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_html"><div class="ttname"><a href="structarmnn_utils_1_1_parser_prototxt_fixture.html">armnnUtils::ParserPrototxtFixture</a></div><div class="ttdef"><b>Definition:</b> <a href="_parser_prototxt_fixture_8hpp_source.html#l00024">ParserPrototxtFixture.hpp:24</a></div></div>
+<div class="ttc" id="_output_shape_of_squeeze_8cpp_html_ae3a6cb217a792718f2bd0e8f45e3ca9e"><div class="ttname"><a href="_output_shape_of_squeeze_8cpp.html#ae3a6cb217a792718f2bd0e8f45e3ca9e">BOOST_AUTO_TEST_SUITE</a></div><div class="ttdeci">BOOST_AUTO_TEST_SUITE(TensorflowLiteParser)</div></div>
+<div class="ttc" id="_parser_prototxt_fixture_8hpp_html"><div class="ttname"><a href="_parser_prototxt_fixture_8hpp.html">ParserPrototxtFixture.hpp</a></div></div>
+<div class="ttc" id="_graph_8hpp_html"><div class="ttname"><a href="_graph_8hpp.html">Graph.hpp</a></div></div>
+<div class="ttc" id="_i_tf_parser_8hpp_html"><div class="ttname"><a href="_i_tf_parser_8hpp.html">ITfParser.hpp</a></div></div>
+<div class="ttc" id="_runtime_8hpp_html"><div class="ttname"><a href="_runtime_8hpp.html">Runtime.hpp</a></div></div>
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