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9 <title>Compute Library: FullyConnectedLayerFixture< TensorType, Function, Accessor > Class Template Reference</title>
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117 <a href="#pub-methods">Public Member Functions</a> </div>
118 <div class="headertitle">
119 <div class="title">FullyConnectedLayerFixture< TensorType, Function, Accessor > Class Template Reference</div> </div>
121 <div class="contents">
123 <p>Fixture that can be used for NEON and CL.
124 <a href="classarm__compute_1_1test_1_1_fully_connected_layer_fixture.xhtml#details">More...</a></p>
126 <p><code>#include <<a class="el" href="benchmark_2fixtures_2_fully_connected_layer_fixture_8h_source.xhtml">FullyConnectedLayerFixture.h</a>></code></p>
127 <div class="dynheader">
128 Collaboration diagram for FullyConnectedLayerFixture< TensorType, Function, Accessor >:</div>
129 <div class="dyncontent">
130 <div class="center"><iframe scrolling="no" frameborder="0" src="classarm__compute_1_1test_1_1_fully_connected_layer_fixture__coll__graph.svg" width="196" height="142"><p><b>This browser is not able to show SVG: try Firefox, Chrome, Safari, or Opera instead.</b></p></iframe>
132 <center><span class="legend">[<a target="top" href="graph_legend.xhtml">legend</a>]</span></center></div>
133 <table class="memberdecls">
134 <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-methods"></a>
135 Public Member Functions</h2></td></tr>
136 <tr class="memitem:aa2d1f9c5f65c10bd64d74eac9051f29f"><td class="memTemplParams" colspan="2">template<typename... > </td></tr>
137 <tr class="memitem:aa2d1f9c5f65c10bd64d74eac9051f29f"><td class="memTemplItemLeft" align="right" valign="top">void </td><td class="memTemplItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1test_1_1_fully_connected_layer_fixture.xhtml#aa2d1f9c5f65c10bd64d74eac9051f29f">setup</a> (<a class="el" href="classarm__compute_1_1_tensor_shape.xhtml">TensorShape</a> src_shape, <a class="el" href="classarm__compute_1_1_tensor_shape.xhtml">TensorShape</a> weights_shape, <a class="el" href="classarm__compute_1_1_tensor_shape.xhtml">TensorShape</a> biases_shape, <a class="el" href="classarm__compute_1_1_tensor_shape.xhtml">TensorShape</a> dst_shape, <a class="el" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6">DataType</a> data_type, int batches)</td></tr>
138 <tr class="separator:aa2d1f9c5f65c10bd64d74eac9051f29f"><td class="memSeparator" colspan="2"> </td></tr>
139 <tr class="memitem:a13a43e6d814de94978c515cb084873b1"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1test_1_1_fully_connected_layer_fixture.xhtml#a13a43e6d814de94978c515cb084873b1">run</a> ()</td></tr>
140 <tr class="separator:a13a43e6d814de94978c515cb084873b1"><td class="memSeparator" colspan="2"> </td></tr>
141 <tr class="memitem:a4adab6322a0276f34a7d656d49fc865c"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1test_1_1_fully_connected_layer_fixture.xhtml#a4adab6322a0276f34a7d656d49fc865c">teardown</a> ()</td></tr>
142 <tr class="separator:a4adab6322a0276f34a7d656d49fc865c"><td class="memSeparator" colspan="2"> </td></tr>
143 <tr class="inherit_header pub_methods_classarm__compute_1_1test_1_1framework_1_1_fixture"><td colspan="2" onclick="javascript:toggleInherit('pub_methods_classarm__compute_1_1test_1_1framework_1_1_fixture')"><img src="closed.png" alt="-"/> Public Member Functions inherited from <a class="el" href="classarm__compute_1_1test_1_1framework_1_1_fixture.xhtml">Fixture</a></td></tr>
144 <tr class="memitem:a4fc01d736fe50cf5b977f755b675f11d inherit pub_methods_classarm__compute_1_1test_1_1framework_1_1_fixture"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1test_1_1framework_1_1_fixture.xhtml#a4fc01d736fe50cf5b977f755b675f11d">setup</a> ()</td></tr>
145 <tr class="memdesc:a4fc01d736fe50cf5b977f755b675f11d inherit pub_methods_classarm__compute_1_1test_1_1framework_1_1_fixture"><td class="mdescLeft"> </td><td class="mdescRight">Setup function. <a href="#a4fc01d736fe50cf5b977f755b675f11d">More...</a><br/></td></tr>
146 <tr class="separator:a4fc01d736fe50cf5b977f755b675f11d inherit pub_methods_classarm__compute_1_1test_1_1framework_1_1_fixture"><td class="memSeparator" colspan="2"> </td></tr>
147 <tr class="memitem:a4adab6322a0276f34a7d656d49fc865c inherit pub_methods_classarm__compute_1_1test_1_1framework_1_1_fixture"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1test_1_1framework_1_1_fixture.xhtml#a4adab6322a0276f34a7d656d49fc865c">teardown</a> ()</td></tr>
148 <tr class="memdesc:a4adab6322a0276f34a7d656d49fc865c inherit pub_methods_classarm__compute_1_1test_1_1framework_1_1_fixture"><td class="mdescLeft"> </td><td class="mdescRight">Teardown function. <a href="#a4adab6322a0276f34a7d656d49fc865c">More...</a><br/></td></tr>
149 <tr class="separator:a4adab6322a0276f34a7d656d49fc865c inherit pub_methods_classarm__compute_1_1test_1_1framework_1_1_fixture"><td class="memSeparator" colspan="2"> </td></tr>
151 <a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
152 <div class="textblock"><h3>template<typename TensorType, typename Function, typename Accessor><br/>
153 class arm_compute::test::FullyConnectedLayerFixture< TensorType, Function, Accessor ></h3>
155 <p>Fixture that can be used for NEON and CL. </p>
157 <p>Definition at line <a class="el" href="benchmark_2fixtures_2_fully_connected_layer_fixture_8h_source.xhtml#l00039">39</a> of file <a class="el" href="benchmark_2fixtures_2_fully_connected_layer_fixture_8h_source.xhtml">FullyConnectedLayerFixture.h</a>.</p>
158 </div><h2 class="groupheader">Member Function Documentation</h2>
159 <a class="anchor" id="a13a43e6d814de94978c515cb084873b1"></a>
160 <div class="memitem">
161 <div class="memproto">
162 <table class="mlabels">
164 <td class="mlabels-left">
165 <table class="memname">
167 <td class="memname">void run </td>
169 <td class="paramname"></td><td>)</td>
174 <td class="mlabels-right">
175 <span class="mlabels"><span class="mlabel">inline</span></span> </td>
178 </div><div class="memdoc">
180 <p>Definition at line <a class="el" href="benchmark_2fixtures_2_fully_connected_layer_fixture_8h_source.xhtml#l00071">71</a> of file <a class="el" href="benchmark_2fixtures_2_fully_connected_layer_fixture_8h_source.xhtml">FullyConnectedLayerFixture.h</a>.</p>
181 <div class="fragment"><div class="line"><a name="l00072"></a><span class="lineno"> 72</span>  {</div>
182 <div class="line"><a name="l00073"></a><span class="lineno"> 73</span>  fc_layer.run();</div>
183 <div class="line"><a name="l00074"></a><span class="lineno"> 74</span>  }</div>
184 </div><!-- fragment -->
187 <a class="anchor" id="aa2d1f9c5f65c10bd64d74eac9051f29f"></a>
188 <div class="memitem">
189 <div class="memproto">
190 <table class="mlabels">
192 <td class="mlabels-left">
193 <table class="memname">
195 <td class="memname">void setup </td>
197 <td class="paramtype"><a class="el" href="classarm__compute_1_1_tensor_shape.xhtml">TensorShape</a> </td>
198 <td class="paramname"><em>src_shape</em>, </td>
201 <td class="paramkey"></td>
203 <td class="paramtype"><a class="el" href="classarm__compute_1_1_tensor_shape.xhtml">TensorShape</a> </td>
204 <td class="paramname"><em>weights_shape</em>, </td>
207 <td class="paramkey"></td>
209 <td class="paramtype"><a class="el" href="classarm__compute_1_1_tensor_shape.xhtml">TensorShape</a> </td>
210 <td class="paramname"><em>biases_shape</em>, </td>
213 <td class="paramkey"></td>
215 <td class="paramtype"><a class="el" href="classarm__compute_1_1_tensor_shape.xhtml">TensorShape</a> </td>
216 <td class="paramname"><em>dst_shape</em>, </td>
219 <td class="paramkey"></td>
221 <td class="paramtype"><a class="el" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6">DataType</a> </td>
222 <td class="paramname"><em>data_type</em>, </td>
225 <td class="paramkey"></td>
227 <td class="paramtype">int </td>
228 <td class="paramname"><em>batches</em> </td>
237 <td class="mlabels-right">
238 <span class="mlabels"><span class="mlabel">inline</span></span> </td>
241 </div><div class="memdoc">
243 <p>Definition at line <a class="el" href="benchmark_2fixtures_2_fully_connected_layer_fixture_8h_source.xhtml#l00043">43</a> of file <a class="el" href="benchmark_2fixtures_2_fully_connected_layer_fixture_8h_source.xhtml">FullyConnectedLayerFixture.h</a>.</p>
245 <p>References <a class="el" href="_c_l_2_min_max_location_8cpp_source.xhtml#l00090">arm_compute::test::validation::data_type</a>, <a class="el" href="main_8cpp_source.xhtml#l00055">arm_compute::test::library</a>, <a class="el" href="_dimensions_8h_source.xhtml#l00109">Dimensions< T >::num_dimensions()</a>, and <a class="el" href="_tensor_shape_8h_source.xhtml#l00074">TensorShape::set()</a>.</p>
246 <div class="fragment"><div class="line"><a name="l00044"></a><span class="lineno"> 44</span>  {</div>
247 <div class="line"><a name="l00045"></a><span class="lineno"> 45</span>  <span class="comment">// Set batched in source and destination shapes</span></div>
248 <div class="line"><a name="l00046"></a><span class="lineno"> 46</span>  <span class="keyword">const</span> <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> fixed_point_position = 4;</div>
249 <div class="line"><a name="l00047"></a><span class="lineno"> 47</span>  src_shape.set(src_shape.num_dimensions() <span class="comment">/* batch */</span>, batches);</div>
250 <div class="line"><a name="l00048"></a><span class="lineno"> 48</span>  dst_shape.set(dst_shape.num_dimensions() <span class="comment">/* batch */</span>, batches);</div>
251 <div class="line"><a name="l00049"></a><span class="lineno"> 49</span> </div>
252 <div class="line"><a name="l00050"></a><span class="lineno"> 50</span>  <span class="comment">// Create tensors</span></div>
253 <div class="line"><a name="l00051"></a><span class="lineno"> 51</span>  src = create_tensor<TensorType>(src_shape, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#ac2ad7f431e3446fddcd9b6b9f93c4c14">data_type</a>, 1, fixed_point_position);</div>
254 <div class="line"><a name="l00052"></a><span class="lineno"> 52</span>  weights = create_tensor<TensorType>(weights_shape, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#ac2ad7f431e3446fddcd9b6b9f93c4c14">data_type</a>, 1, fixed_point_position);</div>
255 <div class="line"><a name="l00053"></a><span class="lineno"> 53</span>  biases = create_tensor<TensorType>(biases_shape, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#ac2ad7f431e3446fddcd9b6b9f93c4c14">data_type</a>, 1, fixed_point_position);</div>
256 <div class="line"><a name="l00054"></a><span class="lineno"> 54</span>  dst = create_tensor<TensorType>(dst_shape, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#ac2ad7f431e3446fddcd9b6b9f93c4c14">data_type</a>, 1, fixed_point_position);</div>
257 <div class="line"><a name="l00055"></a><span class="lineno"> 55</span> </div>
258 <div class="line"><a name="l00056"></a><span class="lineno"> 56</span>  <span class="comment">// Create and configure function</span></div>
259 <div class="line"><a name="l00057"></a><span class="lineno"> 57</span>  fc_layer.configure(&src, &weights, &biases, &dst);</div>
260 <div class="line"><a name="l00058"></a><span class="lineno"> 58</span> </div>
261 <div class="line"><a name="l00059"></a><span class="lineno"> 59</span>  <span class="comment">// Allocate tensors</span></div>
262 <div class="line"><a name="l00060"></a><span class="lineno"> 60</span>  src.allocator()->allocate();</div>
263 <div class="line"><a name="l00061"></a><span class="lineno"> 61</span>  weights.allocator()->allocate();</div>
264 <div class="line"><a name="l00062"></a><span class="lineno"> 62</span>  biases.allocator()->allocate();</div>
265 <div class="line"><a name="l00063"></a><span class="lineno"> 63</span>  dst.allocator()->allocate();</div>
266 <div class="line"><a name="l00064"></a><span class="lineno"> 64</span> </div>
267 <div class="line"><a name="l00065"></a><span class="lineno"> 65</span>  <span class="comment">// Fill tensors</span></div>
268 <div class="line"><a name="l00066"></a><span class="lineno"> 66</span>  <a class="code" href="namespacearm__compute_1_1test.xhtml#a71326f0909d77386e29b511e1990a11f">library</a>->fill_tensor_uniform(Accessor(src), 0);</div>
269 <div class="line"><a name="l00067"></a><span class="lineno"> 67</span>  <a class="code" href="namespacearm__compute_1_1test.xhtml#a71326f0909d77386e29b511e1990a11f">library</a>->fill_tensor_uniform(Accessor(weights), 1);</div>
270 <div class="line"><a name="l00068"></a><span class="lineno"> 68</span>  <a class="code" href="namespacearm__compute_1_1test.xhtml#a71326f0909d77386e29b511e1990a11f">library</a>->fill_tensor_uniform(Accessor(biases), 2);</div>
271 <div class="line"><a name="l00069"></a><span class="lineno"> 69</span>  }</div>
272 <div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_ac2ad7f431e3446fddcd9b6b9f93c4c14"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#ac2ad7f431e3446fddcd9b6b9f93c4c14">arm_compute::test::validation::data_type</a></div><div class="ttdeci">data_type</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_2_min_max_location_8cpp_source.xhtml#l00090">MinMaxLocation.cpp:90</a></div></div>
273 <div class="ttc" id="namespacearm__compute_1_1test_xhtml_a71326f0909d77386e29b511e1990a11f"><div class="ttname"><a href="namespacearm__compute_1_1test.xhtml#a71326f0909d77386e29b511e1990a11f">arm_compute::test::library</a></div><div class="ttdeci">std::unique_ptr< AssetsLibrary > library</div><div class="ttdef"><b>Definition:</b> <a href="main_8cpp_source.xhtml#l00055">main.cpp:55</a></div></div>
274 </div><!-- fragment -->
277 <a class="anchor" id="a4adab6322a0276f34a7d656d49fc865c"></a>
278 <div class="memitem">
279 <div class="memproto">
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282 <td class="mlabels-left">
283 <table class="memname">
285 <td class="memname">void teardown </td>
287 <td class="paramname"></td><td>)</td>
292 <td class="mlabels-right">
293 <span class="mlabels"><span class="mlabel">inline</span></span> </td>
296 </div><div class="memdoc">
298 <p>Definition at line <a class="el" href="benchmark_2fixtures_2_fully_connected_layer_fixture_8h_source.xhtml#l00076">76</a> of file <a class="el" href="benchmark_2fixtures_2_fully_connected_layer_fixture_8h_source.xhtml">FullyConnectedLayerFixture.h</a>.</p>
299 <div class="fragment"><div class="line"><a name="l00077"></a><span class="lineno"> 77</span>  {</div>
300 <div class="line"><a name="l00078"></a><span class="lineno"> 78</span>  src.allocator()->free();</div>
301 <div class="line"><a name="l00079"></a><span class="lineno"> 79</span>  weights.allocator()->free();</div>
302 <div class="line"><a name="l00080"></a><span class="lineno"> 80</span>  biases.allocator()->free();</div>
303 <div class="line"><a name="l00081"></a><span class="lineno"> 81</span>  dst.allocator()->free();</div>
304 <div class="line"><a name="l00082"></a><span class="lineno"> 82</span>  }</div>
305 </div><!-- fragment -->
308 <hr/>The documentation for this class was generated from the following file:<ul>
309 <li>tests/benchmark/fixtures/<a class="el" href="benchmark_2fixtures_2_fully_connected_layer_fixture_8h_source.xhtml">FullyConnectedLayerFixture.h</a></li>
311 </div><!-- contents -->
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313 <!-- start footer part -->
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316 <li class="navelem"><a class="el" href="namespacearm__compute.xhtml">arm_compute</a></li><li class="navelem"><a class="el" href="namespacearm__compute_1_1test.xhtml">test</a></li><li class="navelem"><a class="el" href="classarm__compute_1_1test_1_1_fully_connected_layer_fixture.xhtml">FullyConnectedLayerFixture</a></li>
317 <li class="footer">Generated on Thu Oct 12 2017 14:26:38 for Compute Library by
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319 <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.6 </li>