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115<div class="title">Flatten.cpp</div> </div>
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118<a href="_flatten_8cpp.xhtml">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span>&#160;<span class="comment">/*</span></div>
119<div class="line"><a name="l00002"></a><span class="lineno"> 2</span>&#160;<span class="comment"> * Copyright (c) 2017 ARM Limited.</span></div>
120<div class="line"><a name="l00003"></a><span class="lineno"> 3</span>&#160;<span class="comment"> *</span></div>
121<div class="line"><a name="l00004"></a><span class="lineno"> 4</span>&#160;<span class="comment"> * SPDX-License-Identifier: MIT</span></div>
122<div class="line"><a name="l00005"></a><span class="lineno"> 5</span>&#160;<span class="comment"> *</span></div>
123<div class="line"><a name="l00006"></a><span class="lineno"> 6</span>&#160;<span class="comment"> * Permission is hereby granted, free of charge, to any person obtaining a copy</span></div>
124<div class="line"><a name="l00007"></a><span class="lineno"> 7</span>&#160;<span class="comment"> * of this software and associated documentation files (the &quot;Software&quot;), to</span></div>
125<div class="line"><a name="l00008"></a><span class="lineno"> 8</span>&#160;<span class="comment"> * deal in the Software without restriction, including without limitation the</span></div>
126<div class="line"><a name="l00009"></a><span class="lineno"> 9</span>&#160;<span class="comment"> * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or</span></div>
127<div class="line"><a name="l00010"></a><span class="lineno"> 10</span>&#160;<span class="comment"> * sell copies of the Software, and to permit persons to whom the Software is</span></div>
128<div class="line"><a name="l00011"></a><span class="lineno"> 11</span>&#160;<span class="comment"> * furnished to do so, subject to the following conditions:</span></div>
129<div class="line"><a name="l00012"></a><span class="lineno"> 12</span>&#160;<span class="comment"> *</span></div>
130<div class="line"><a name="l00013"></a><span class="lineno"> 13</span>&#160;<span class="comment"> * The above copyright notice and this permission notice shall be included in all</span></div>
131<div class="line"><a name="l00014"></a><span class="lineno"> 14</span>&#160;<span class="comment"> * copies or substantial portions of the Software.</span></div>
132<div class="line"><a name="l00015"></a><span class="lineno"> 15</span>&#160;<span class="comment"> *</span></div>
133<div class="line"><a name="l00016"></a><span class="lineno"> 16</span>&#160;<span class="comment"> * THE SOFTWARE IS PROVIDED &quot;AS IS&quot;, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR</span></div>
134<div class="line"><a name="l00017"></a><span class="lineno"> 17</span>&#160;<span class="comment"> * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,</span></div>
135<div class="line"><a name="l00018"></a><span class="lineno"> 18</span>&#160;<span class="comment"> * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE</span></div>
136<div class="line"><a name="l00019"></a><span class="lineno"> 19</span>&#160;<span class="comment"> * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER</span></div>
137<div class="line"><a name="l00020"></a><span class="lineno"> 20</span>&#160;<span class="comment"> * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,</span></div>
138<div class="line"><a name="l00021"></a><span class="lineno"> 21</span>&#160;<span class="comment"> * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE</span></div>
139<div class="line"><a name="l00022"></a><span class="lineno"> 22</span>&#160;<span class="comment"> * SOFTWARE.</span></div>
140<div class="line"><a name="l00023"></a><span class="lineno"> 23</span>&#160;<span class="comment"> */</span></div>
141<div class="line"><a name="l00024"></a><span class="lineno"> 24</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="arm__compute_2core_2_types_8h.xhtml">arm_compute/core/Types.h</a>&quot;</span></div>
142<div class="line"><a name="l00025"></a><span class="lineno"> 25</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="_c_l_tensor_8h.xhtml">arm_compute/runtime/CL/CLTensor.h</a>&quot;</span></div>
143<div class="line"><a name="l00026"></a><span class="lineno"> 26</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="_c_l_tensor_allocator_8h.xhtml">arm_compute/runtime/CL/CLTensorAllocator.h</a>&quot;</span></div>
144<div class="line"><a name="l00027"></a><span class="lineno"> 27</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="_c_l_flatten_layer_8h.xhtml">arm_compute/runtime/CL/functions/CLFlattenLayer.h</a>&quot;</span></div>
145<div class="line"><a name="l00028"></a><span class="lineno"> 28</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="_c_l_accessor_8h.xhtml">tests/CL/CLAccessor.h</a>&quot;</span></div>
146<div class="line"><a name="l00029"></a><span class="lineno"> 29</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="_padding_calculator_8h.xhtml">tests/PaddingCalculator.h</a>&quot;</span></div>
147<div class="line"><a name="l00030"></a><span class="lineno"> 30</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="_shape_datasets_8h.xhtml">tests/datasets/ShapeDatasets.h</a>&quot;</span></div>
148<div class="line"><a name="l00031"></a><span class="lineno"> 31</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="_asserts_8h.xhtml">tests/framework/Asserts.h</a>&quot;</span></div>
149<div class="line"><a name="l00032"></a><span class="lineno"> 32</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="_macros_8h.xhtml">tests/framework/Macros.h</a>&quot;</span></div>
150<div class="line"><a name="l00033"></a><span class="lineno"> 33</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="_datasets_8h.xhtml">tests/framework/datasets/Datasets.h</a>&quot;</span></div>
151<div class="line"><a name="l00034"></a><span class="lineno"> 34</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="_validation_8h.xhtml">tests/validation/Validation.h</a>&quot;</span></div>
152<div class="line"><a name="l00035"></a><span class="lineno"> 35</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="_flatten_layer_fixture_8h.xhtml">tests/validation/fixtures/FlattenLayerFixture.h</a>&quot;</span></div>
153<div class="line"><a name="l00036"></a><span class="lineno"> 36</span>&#160;</div>
154<div class="line"><a name="l00037"></a><span class="lineno"> 37</span>&#160;<span class="keyword">namespace </span>arm_compute</div>
155<div class="line"><a name="l00038"></a><span class="lineno"> 38</span>&#160;{</div>
156<div class="line"><a name="l00039"></a><span class="lineno"> 39</span>&#160;<span class="keyword">namespace </span>test</div>
157<div class="line"><a name="l00040"></a><span class="lineno"> 40</span>&#160;{</div>
158<div class="line"><a name="l00041"></a><span class="lineno"> 41</span>&#160;<span class="keyword">namespace </span>validation</div>
159<div class="line"><a name="l00042"></a><span class="lineno"> 42</span>&#160;{</div>
160<div class="line"><a name="l00043"></a><span class="lineno"> 43</span>&#160;<a class="code" href="_macros_8h.xhtml#acd09bed517e43d28823e69494f259835">TEST_SUITE</a>(CL)</div>
161<div class="line"><a name="l00044"></a><span class="lineno"> 44</span>&#160;<a class="code" href="_macros_8h.xhtml#acd09bed517e43d28823e69494f259835">TEST_SUITE</a>(FlattenLayer)</div>
162<div class="line"><a name="l00045"></a><span class="lineno"> 45</span>&#160;</div>
163<div class="line"><a name="l00046"></a><span class="lineno"> 46</span>&#160;template &lt;typename T&gt;</div>
164<div class="line"><a name="l00047"></a><span class="lineno"><a class="line" href="namespacearm__compute_1_1test_1_1validation.xhtml#adfae1662a2c0658c753e42045c8dc2ea"> 47</a></span>&#160;using <a class="code" href="classarm__compute_1_1test_1_1validation_1_1_flatten_layer_validation_fixture.xhtml">CLFlattenLayerFixture</a> = <a class="code" href="classarm__compute_1_1test_1_1validation_1_1_flatten_layer_validation_fixture.xhtml">FlattenLayerValidationFixture</a>&lt;<a class="code" href="classarm__compute_1_1_c_l_tensor.xhtml">CLTensor</a>, <a class="code" href="classarm__compute_1_1test_1_1_c_l_accessor.xhtml">CLAccessor</a>, <a class="code" href="classarm__compute_1_1_c_l_flatten_layer.xhtml">CLFlattenLayer</a>, T&gt;;</div>
165<div class="line"><a name="l00048"></a><span class="lineno"> 48</span>&#160;</div>
166<div class="line"><a name="l00049"></a><span class="lineno"> 49</span>&#160;<a class="code" href="_macros_8h.xhtml#acd09bed517e43d28823e69494f259835">TEST_SUITE</a>(Float)</div>
167<div class="line"><a name="l00050"></a><span class="lineno"> 50</span>&#160;<a class="code" href="_macros_8h.xhtml#acd09bed517e43d28823e69494f259835">TEST_SUITE</a>(FP32)</div>
168<div class="line"><a name="l00051"></a><span class="lineno"><a class="line" href="namespacearm__compute_1_1test_1_1validation.xhtml#ae6331f78a2f3e946535a3fa73c46eaca"> 51</a></span>&#160;<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#acc16f69c216561ccfe575ec7f7421171">FIXTURE_DATA_TEST_CASE</a>(RunSmall, <a class="code" href="classarm__compute_1_1test_1_1validation_1_1_flatten_layer_validation_fixture.xhtml">CLFlattenLayerFixture</a>&lt;<span class="keywordtype">float</span>&gt;, framework::<a class="code" href="namespacearm__compute_1_1test_1_1framework.xhtml#a7edf31944a6144ffd493d2f9a7bfb5cf">DatasetMode</a>::ALL, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a886187093300f6e68ccf9e169a947dbf">combine</a>(framework::dataset::<a class="code" href="namespacearm__compute_1_1test_1_1framework_1_1dataset.xhtml#a20b2c46a6ccea85acf64c599a68251d7">concat</a>(datasets::Small3DShapes(), datasets::Small4DShapes()),</div>
169<div class="line"><a name="l00052"></a><span class="lineno"> 52</span>&#160; framework::dataset::<a class="code" href="namespacearm__compute_1_1test_1_1framework_1_1dataset.xhtml#a352791fb808d42a82ad70df5efa3508b">make</a>(&quot;<a class="code" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6">DataType</a>&quot;, DataType::F32)))</div>
170<div class="line"><a name="l00053"></a><span class="lineno"> 53</span>&#160;{</div>
171<div class="line"><a name="l00054"></a><span class="lineno"> 54</span>&#160; <span class="comment">// Validate output</span></div>
172<div class="line"><a name="l00055"></a><span class="lineno"> 55</span>&#160; <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7730e17dc901bdffefcf45b08bab135f">validate</a>(CLAccessor(_target), _reference);</div>
173<div class="line"><a name="l00056"></a><span class="lineno"> 56</span>&#160;}</div>
174<div class="line"><a name="l00057"></a><span class="lineno"><a class="line" href="namespacearm__compute_1_1test_1_1validation.xhtml#aa2c7ada491af83e6b0263e057cbfd8d0"> 57</a></span>&#160;<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#acc16f69c216561ccfe575ec7f7421171">FIXTURE_DATA_TEST_CASE</a>(RunLarge, <a class="code" href="classarm__compute_1_1test_1_1validation_1_1_flatten_layer_validation_fixture.xhtml">CLFlattenLayerFixture&lt;float&gt;</a>, <a class="code" href="namespacearm__compute_1_1test_1_1framework.xhtml#a7edf31944a6144ffd493d2f9a7bfb5cfad791cd54143e331164a2b216451a5dd3">framework::DatasetMode::NIGHTLY</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a886187093300f6e68ccf9e169a947dbf">combine</a>(<a class="code" href="namespacearm__compute_1_1test_1_1framework_1_1dataset.xhtml#a20b2c46a6ccea85acf64c599a68251d7">framework::dataset::concat</a>(<a class="code" href="classarm__compute_1_1test_1_1datasets_1_1_large3_d_shapes.xhtml">datasets::Large3DShapes</a>(), <a class="code" href="classarm__compute_1_1test_1_1datasets_1_1_large4_d_shapes.xhtml">datasets::Large4DShapes</a>()),</div>
175<div class="line"><a name="l00058"></a><span class="lineno"> 58</span>&#160; <a class="code" href="namespacearm__compute_1_1test_1_1framework_1_1dataset.xhtml#a352791fb808d42a82ad70df5efa3508b">framework::dataset::make</a>(<span class="stringliteral">&quot;DataType&quot;</span>, <a class="code" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a44ad4ef5a76e6aa6fb3e3fa079a54fda">DataType::F32</a>)))</div>
176<div class="line"><a name="l00059"></a><span class="lineno"> 59</span>&#160;{</div>
177<div class="line"><a name="l00060"></a><span class="lineno"> 60</span>&#160; <span class="comment">// Validate output</span></div>
178<div class="line"><a name="l00061"></a><span class="lineno"> 61</span>&#160; <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7730e17dc901bdffefcf45b08bab135f">validate</a>(<a class="code" href="classarm__compute_1_1test_1_1_c_l_accessor.xhtml">CLAccessor</a>(_target), _reference);</div>
179<div class="line"><a name="l00062"></a><span class="lineno"> 62</span>&#160;}</div>
180<div class="line"><a name="l00063"></a><span class="lineno"> 63</span>&#160;<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a38fe4b20a05bbaa1c844f3d7a19791ae">TEST_SUITE_END</a>()</div>
181<div class="line"><a name="l00064"></a><span class="lineno"> 64</span>&#160;</div>
182<div class="line"><a name="l00065"></a><span class="lineno"> 65</span>&#160;<a class="code" href="_macros_8h.xhtml#acd09bed517e43d28823e69494f259835">TEST_SUITE</a>(FP16)</div>
183<div class="line"><a name="l00066"></a><span class="lineno"><a class="line" href="namespacearm__compute_1_1test_1_1validation.xhtml#a8cbdb07675cbd1605aa8d8de0046bf05"> 66</a></span>&#160;<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#acc16f69c216561ccfe575ec7f7421171">FIXTURE_DATA_TEST_CASE</a>(RunSmall, <a class="code" href="classarm__compute_1_1test_1_1validation_1_1_flatten_layer_validation_fixture.xhtml">CLFlattenLayerFixture</a>&lt;<a class="code" href="namespacearm__compute.xhtml#a73e2825fd61d349c5ca2f5313e3c8ea1">half</a>&gt;, framework::<a class="code" href="namespacearm__compute_1_1test_1_1framework.xhtml#a7edf31944a6144ffd493d2f9a7bfb5cf">DatasetMode</a>::ALL, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a886187093300f6e68ccf9e169a947dbf">combine</a>(framework::dataset::<a class="code" href="namespacearm__compute_1_1test_1_1framework_1_1dataset.xhtml#a20b2c46a6ccea85acf64c599a68251d7">concat</a>(datasets::Small3DShapes(), datasets::Small4DShapes()),</div>
184<div class="line"><a name="l00067"></a><span class="lineno"> 67</span>&#160; framework::dataset::<a class="code" href="namespacearm__compute_1_1test_1_1framework_1_1dataset.xhtml#a352791fb808d42a82ad70df5efa3508b">make</a>(&quot;<a class="code" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6">DataType</a>&quot;, DataType::F16)))</div>
185<div class="line"><a name="l00068"></a><span class="lineno"> 68</span>&#160;{</div>
186<div class="line"><a name="l00069"></a><span class="lineno"> 69</span>&#160; <span class="comment">// Validate output</span></div>
187<div class="line"><a name="l00070"></a><span class="lineno"> 70</span>&#160; <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7730e17dc901bdffefcf45b08bab135f">validate</a>(<a class="code" href="classarm__compute_1_1test_1_1_c_l_accessor.xhtml">CLAccessor</a>(_target), _reference);</div>
188<div class="line"><a name="l00071"></a><span class="lineno"> 71</span>&#160;}</div>
189<div class="line"><a name="l00072"></a><span class="lineno"><a class="line" href="namespacearm__compute_1_1test_1_1validation.xhtml#acdd086d8a6a088acde2e91a617b8fccb"> 72</a></span>&#160;<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#acc16f69c216561ccfe575ec7f7421171">FIXTURE_DATA_TEST_CASE</a>(RunLarge, <a class="code" href="classarm__compute_1_1test_1_1validation_1_1_flatten_layer_validation_fixture.xhtml">CLFlattenLayerFixture&lt;half&gt;</a>, <a class="code" href="namespacearm__compute_1_1test_1_1framework.xhtml#a7edf31944a6144ffd493d2f9a7bfb5cfad791cd54143e331164a2b216451a5dd3">framework::DatasetMode::NIGHTLY</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a886187093300f6e68ccf9e169a947dbf">combine</a>(<a class="code" href="namespacearm__compute_1_1test_1_1framework_1_1dataset.xhtml#a20b2c46a6ccea85acf64c599a68251d7">framework::dataset::concat</a>(<a class="code" href="classarm__compute_1_1test_1_1datasets_1_1_large3_d_shapes.xhtml">datasets::Large3DShapes</a>(), <a class="code" href="classarm__compute_1_1test_1_1datasets_1_1_large4_d_shapes.xhtml">datasets::Large4DShapes</a>()),</div>
190<div class="line"><a name="l00073"></a><span class="lineno"> 73</span>&#160; <a class="code" href="namespacearm__compute_1_1test_1_1framework_1_1dataset.xhtml#a352791fb808d42a82ad70df5efa3508b">framework::dataset::make</a>(<span class="stringliteral">&quot;DataType&quot;</span>, <a class="code" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a56d8353718e6fdc78b8d69078a2cdb94">DataType::F16</a>)))</div>
191<div class="line"><a name="l00074"></a><span class="lineno"> 74</span>&#160;{</div>
192<div class="line"><a name="l00075"></a><span class="lineno"> 75</span>&#160; <span class="comment">// Validate output</span></div>
193<div class="line"><a name="l00076"></a><span class="lineno"> 76</span>&#160; <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7730e17dc901bdffefcf45b08bab135f">validate</a>(<a class="code" href="classarm__compute_1_1test_1_1_c_l_accessor.xhtml">CLAccessor</a>(_target), _reference);</div>
194<div class="line"><a name="l00077"></a><span class="lineno"> 77</span>&#160;}</div>
195<div class="line"><a name="l00078"></a><span class="lineno"> 78</span>&#160;<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a38fe4b20a05bbaa1c844f3d7a19791ae">TEST_SUITE_END</a>()</div>
196<div class="line"><a name="l00079"></a><span class="lineno"> 79</span>&#160;<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a38fe4b20a05bbaa1c844f3d7a19791ae">TEST_SUITE_END</a>()</div>
197<div class="line"><a name="l00080"></a><span class="lineno"> 80</span>&#160;</div>
198<div class="line"><a name="l00081"></a><span class="lineno"> 81</span>&#160;<a class="code" href="_macros_8h.xhtml#acd09bed517e43d28823e69494f259835">TEST_SUITE</a>(Quantized)</div>
199<div class="line"><a name="l00082"></a><span class="lineno"> 82</span>&#160;<a class="code" href="_macros_8h.xhtml#acd09bed517e43d28823e69494f259835">TEST_SUITE</a>(QS8)</div>
200<div class="line"><a name="l00083"></a><span class="lineno"><a class="line" href="namespacearm__compute_1_1test_1_1validation.xhtml#afdf5cfd7cac03504696da94a1a69f637"> 83</a></span>&#160;<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#acc16f69c216561ccfe575ec7f7421171">FIXTURE_DATA_TEST_CASE</a>(RunSmall, <a class="code" href="classarm__compute_1_1test_1_1validation_1_1_flatten_layer_validation_fixture.xhtml">CLFlattenLayerFixture</a>&lt;int8_t&gt;, framework::<a class="code" href="namespacearm__compute_1_1test_1_1framework.xhtml#a7edf31944a6144ffd493d2f9a7bfb5cf">DatasetMode</a>::ALL, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a886187093300f6e68ccf9e169a947dbf">combine</a>(framework::dataset::<a class="code" href="namespacearm__compute_1_1test_1_1framework_1_1dataset.xhtml#a20b2c46a6ccea85acf64c599a68251d7">concat</a>(datasets::Small3DShapes(), datasets::Small4DShapes()),</div>
201<div class="line"><a name="l00084"></a><span class="lineno"> 84</span>&#160; framework::dataset::<a class="code" href="namespacearm__compute_1_1test_1_1framework_1_1dataset.xhtml#a352791fb808d42a82ad70df5efa3508b">make</a>(&quot;<a class="code" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6">DataType</a>&quot;, DataType::QS8)))</div>
202<div class="line"><a name="l00085"></a><span class="lineno"> 85</span>&#160;{</div>
203<div class="line"><a name="l00086"></a><span class="lineno"> 86</span>&#160; <span class="comment">// Validate output</span></div>
204<div class="line"><a name="l00087"></a><span class="lineno"> 87</span>&#160; <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7730e17dc901bdffefcf45b08bab135f">validate</a>(<a class="code" href="classarm__compute_1_1test_1_1_c_l_accessor.xhtml">CLAccessor</a>(_target), _reference);</div>
205<div class="line"><a name="l00088"></a><span class="lineno"> 88</span>&#160;}</div>
206<div class="line"><a name="l00089"></a><span class="lineno"><a class="line" href="namespacearm__compute_1_1test_1_1validation.xhtml#a94504956d4a37369918657141e3eecd9"> 89</a></span>&#160;<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#acc16f69c216561ccfe575ec7f7421171">FIXTURE_DATA_TEST_CASE</a>(RunLarge, <a class="code" href="classarm__compute_1_1test_1_1validation_1_1_flatten_layer_validation_fixture.xhtml">CLFlattenLayerFixture&lt;int8_t&gt;</a>, <a class="code" href="namespacearm__compute_1_1test_1_1framework.xhtml#a7edf31944a6144ffd493d2f9a7bfb5cfad791cd54143e331164a2b216451a5dd3">framework::DatasetMode::NIGHTLY</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a886187093300f6e68ccf9e169a947dbf">combine</a>(<a class="code" href="namespacearm__compute_1_1test_1_1framework_1_1dataset.xhtml#a20b2c46a6ccea85acf64c599a68251d7">framework::dataset::concat</a>(<a class="code" href="classarm__compute_1_1test_1_1datasets_1_1_large3_d_shapes.xhtml">datasets::Large3DShapes</a>(), <a class="code" href="classarm__compute_1_1test_1_1datasets_1_1_large4_d_shapes.xhtml">datasets::Large4DShapes</a>()),</div>
207<div class="line"><a name="l00090"></a><span class="lineno"> 90</span>&#160; <a class="code" href="namespacearm__compute_1_1test_1_1framework_1_1dataset.xhtml#a352791fb808d42a82ad70df5efa3508b">framework::dataset::make</a>(<span class="stringliteral">&quot;DataType&quot;</span>, <a class="code" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a11cde4d3551db3f9498d339a67189543">DataType::QS8</a>)))</div>
208<div class="line"><a name="l00091"></a><span class="lineno"> 91</span>&#160;{</div>
209<div class="line"><a name="l00092"></a><span class="lineno"> 92</span>&#160; <span class="comment">// Validate output</span></div>
210<div class="line"><a name="l00093"></a><span class="lineno"> 93</span>&#160; <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7730e17dc901bdffefcf45b08bab135f">validate</a>(<a class="code" href="classarm__compute_1_1test_1_1_c_l_accessor.xhtml">CLAccessor</a>(_target), _reference);</div>
211<div class="line"><a name="l00094"></a><span class="lineno"> 94</span>&#160;}</div>
212<div class="line"><a name="l00095"></a><span class="lineno"> 95</span>&#160;<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a38fe4b20a05bbaa1c844f3d7a19791ae">TEST_SUITE_END</a>()</div>
213<div class="line"><a name="l00096"></a><span class="lineno"> 96</span>&#160;</div>
214<div class="line"><a name="l00097"></a><span class="lineno"> 97</span>&#160;<a class="code" href="_macros_8h.xhtml#acd09bed517e43d28823e69494f259835">TEST_SUITE</a>(QS16)</div>
215<div class="line"><a name="l00098"></a><span class="lineno"><a class="line" href="namespacearm__compute_1_1test_1_1validation.xhtml#ab13a742ae58411d3197cdb7f6e330082"> 98</a></span>&#160;<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#acc16f69c216561ccfe575ec7f7421171">FIXTURE_DATA_TEST_CASE</a>(RunSmall, <a class="code" href="classarm__compute_1_1test_1_1validation_1_1_flatten_layer_validation_fixture.xhtml">CLFlattenLayerFixture</a>&lt;int16_t&gt;, framework::<a class="code" href="namespacearm__compute_1_1test_1_1framework.xhtml#a7edf31944a6144ffd493d2f9a7bfb5cf">DatasetMode</a>::ALL, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a886187093300f6e68ccf9e169a947dbf">combine</a>(framework::dataset::<a class="code" href="namespacearm__compute_1_1test_1_1framework_1_1dataset.xhtml#a20b2c46a6ccea85acf64c599a68251d7">concat</a>(datasets::Small3DShapes(), datasets::Small4DShapes()),</div>
216<div class="line"><a name="l00099"></a><span class="lineno"> 99</span>&#160; framework::dataset::<a class="code" href="namespacearm__compute_1_1test_1_1framework_1_1dataset.xhtml#a352791fb808d42a82ad70df5efa3508b">make</a>(&quot;<a class="code" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6">DataType</a>&quot;, DataType::QS16)))</div>
217<div class="line"><a name="l00100"></a><span class="lineno"> 100</span>&#160;{</div>
218<div class="line"><a name="l00101"></a><span class="lineno"> 101</span>&#160; <span class="comment">// Validate output</span></div>
219<div class="line"><a name="l00102"></a><span class="lineno"> 102</span>&#160; <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7730e17dc901bdffefcf45b08bab135f">validate</a>(<a class="code" href="classarm__compute_1_1test_1_1_c_l_accessor.xhtml">CLAccessor</a>(_target), _reference);</div>
220<div class="line"><a name="l00103"></a><span class="lineno"> 103</span>&#160;}</div>
221<div class="line"><a name="l00104"></a><span class="lineno"><a class="line" href="namespacearm__compute_1_1test_1_1validation.xhtml#a8515b25bed0ee763fe01c994c90b0115"> 104</a></span>&#160;<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#acc16f69c216561ccfe575ec7f7421171">FIXTURE_DATA_TEST_CASE</a>(RunLarge, <a class="code" href="classarm__compute_1_1test_1_1validation_1_1_flatten_layer_validation_fixture.xhtml">CLFlattenLayerFixture&lt;int16_t&gt;</a>, <a class="code" href="namespacearm__compute_1_1test_1_1framework.xhtml#a7edf31944a6144ffd493d2f9a7bfb5cfad791cd54143e331164a2b216451a5dd3">framework::DatasetMode::NIGHTLY</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a886187093300f6e68ccf9e169a947dbf">combine</a>(<a class="code" href="namespacearm__compute_1_1test_1_1framework_1_1dataset.xhtml#a20b2c46a6ccea85acf64c599a68251d7">framework::dataset::concat</a>(<a class="code" href="classarm__compute_1_1test_1_1datasets_1_1_large3_d_shapes.xhtml">datasets::Large3DShapes</a>(), <a class="code" href="classarm__compute_1_1test_1_1datasets_1_1_large4_d_shapes.xhtml">datasets::Large4DShapes</a>()),</div>
222<div class="line"><a name="l00105"></a><span class="lineno"> 105</span>&#160; <a class="code" href="namespacearm__compute_1_1test_1_1framework_1_1dataset.xhtml#a352791fb808d42a82ad70df5efa3508b">framework::dataset::make</a>(<span class="stringliteral">&quot;DataType&quot;</span>, <a class="code" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a48d877702a2957f5a932c43a357866f9">DataType::QS16</a>)))</div>
223<div class="line"><a name="l00106"></a><span class="lineno"> 106</span>&#160;{</div>
224<div class="line"><a name="l00107"></a><span class="lineno"> 107</span>&#160; <span class="comment">// Validate output</span></div>
225<div class="line"><a name="l00108"></a><span class="lineno"> 108</span>&#160; <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7730e17dc901bdffefcf45b08bab135f">validate</a>(<a class="code" href="classarm__compute_1_1test_1_1_c_l_accessor.xhtml">CLAccessor</a>(_target), _reference);</div>
226<div class="line"><a name="l00109"></a><span class="lineno"> 109</span>&#160;}</div>
227<div class="line"><a name="l00110"></a><span class="lineno"> 110</span>&#160;<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a38fe4b20a05bbaa1c844f3d7a19791ae">TEST_SUITE_END</a>()</div>
228<div class="line"><a name="l00111"></a><span class="lineno"> 111</span>&#160;<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a38fe4b20a05bbaa1c844f3d7a19791ae">TEST_SUITE_END</a>()</div>
229<div class="line"><a name="l00112"></a><span class="lineno"> 112</span>&#160;</div>
230<div class="line"><a name="l00113"></a><span class="lineno"> 113</span>&#160;<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a38fe4b20a05bbaa1c844f3d7a19791ae">TEST_SUITE_END</a>()</div>
231<div class="line"><a name="l00114"></a><span class="lineno"> 114</span>&#160;<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a38fe4b20a05bbaa1c844f3d7a19791ae">TEST_SUITE_END</a>()</div>
232<div class="line"><a name="l00115"></a><span class="lineno"> 115</span>&#160;} <span class="comment">// namespace validation</span></div>
233<div class="line"><a name="l00116"></a><span class="lineno"> 116</span>&#160;} <span class="comment">// namespace test</span></div>
234<div class="line"><a name="l00117"></a><span class="lineno"> 117</span>&#160;} <span class="comment">// namespace arm_compute</span></div>
235<div class="ttc" id="namespacearm__compute_xhtml_ad8ed01ff3ff33333d8e19db4d2818bb6a48d877702a2957f5a932c43a357866f9"><div class="ttname"><a href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a48d877702a2957f5a932c43a357866f9">arm_compute::DataType::QS16</a></div></div>
236<div class="ttc" id="namespacearm__compute_xhtml_ad8ed01ff3ff33333d8e19db4d2818bb6a11cde4d3551db3f9498d339a67189543"><div class="ttname"><a href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a11cde4d3551db3f9498d339a67189543">arm_compute::DataType::QS8</a></div></div>
237<div class="ttc" id="_shape_datasets_8h_xhtml"><div class="ttname"><a href="_shape_datasets_8h.xhtml">ShapeDatasets.h</a></div></div>
238<div class="ttc" id="_padding_calculator_8h_xhtml"><div class="ttname"><a href="_padding_calculator_8h.xhtml">PaddingCalculator.h</a></div></div>
239<div class="ttc" id="_macros_8h_xhtml"><div class="ttname"><a href="_macros_8h.xhtml">Macros.h</a></div></div>
240<div class="ttc" id="_c_l_flatten_layer_8h_xhtml"><div class="ttname"><a href="_c_l_flatten_layer_8h.xhtml">CLFlattenLayer.h</a></div></div>
241<div class="ttc" id="_c_l_tensor_8h_xhtml"><div class="ttname"><a href="_c_l_tensor_8h.xhtml">CLTensor.h</a></div></div>
242<div class="ttc" id="namespacearm__compute_xhtml_a73e2825fd61d349c5ca2f5313e3c8ea1"><div class="ttname"><a href="namespacearm__compute.xhtml#a73e2825fd61d349c5ca2f5313e3c8ea1">arm_compute::half</a></div><div class="ttdeci">half_float::half half</div><div class="ttdoc">16-bit floating point type </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_types_8h_source.xhtml#l00039">Types.h:39</a></div></div>
243<div class="ttc" id="namespacearm__compute_xhtml_ab4e88c89b3b7ea1735996cc4def22d58a44ad4ef5a76e6aa6fb3e3fa079a54fda"><div class="ttname"><a href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a44ad4ef5a76e6aa6fb3e3fa079a54fda">arm_compute::Format::F32</a></div><div class="ttdoc">1 channel, 1 F16 per channel </div></div>
244<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_acc16f69c216561ccfe575ec7f7421171"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#acc16f69c216561ccfe575ec7f7421171">arm_compute::test::validation::FIXTURE_DATA_TEST_CASE</a></div><div class="ttdeci">FIXTURE_DATA_TEST_CASE(RunSmall, CLActivationLayerFixture&lt; half &gt;, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapes(), ActivationDataset), framework::dataset::make(&quot;DataType&quot;, DataType::F16)))</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_activation_layer_8cpp_source.xhtml#l00164">ActivationLayer.cpp:164</a></div></div>
245<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a886187093300f6e68ccf9e169a947dbf"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a886187093300f6e68ccf9e169a947dbf">arm_compute::test::validation::combine</a></div><div class="ttdeci">combine(concat(datasets::Small2DShapes(), datasets::Large2DShapes()), framework::dataset::make(&quot;DataType&quot;, DataType::S16))</div></div>
246<div class="ttc" id="namespacearm__compute_1_1test_1_1framework_1_1dataset_xhtml_a352791fb808d42a82ad70df5efa3508b"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1framework_1_1dataset.xhtml#a352791fb808d42a82ad70df5efa3508b">arm_compute::test::framework::dataset::make</a></div><div class="ttdeci">std::enable_if&lt; is_container&lt; T &gt;::value, ContainerDataset&lt; T &gt; &gt;::type make(std::string name, T &amp;&amp;values)</div><div class="ttdoc">Helper function to create a ContainerDataset. </div><div class="ttdef"><b>Definition:</b> <a href="_container_dataset_8h_source.xhtml#l00140">ContainerDataset.h:140</a></div></div>
247<div class="ttc" id="_c_l_accessor_8h_xhtml"><div class="ttname"><a href="_c_l_accessor_8h.xhtml">CLAccessor.h</a></div></div>
248<div class="ttc" id="namespacearm__compute_xhtml_ab4e88c89b3b7ea1735996cc4def22d58a56d8353718e6fdc78b8d69078a2cdb94"><div class="ttname"><a href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a56d8353718e6fdc78b8d69078a2cdb94">arm_compute::Format::F16</a></div><div class="ttdoc">1 channel, 1 U32 per channel </div></div>
249<div class="ttc" id="_c_l_tensor_allocator_8h_xhtml"><div class="ttname"><a href="_c_l_tensor_allocator_8h.xhtml">CLTensorAllocator.h</a></div></div>
250<div class="ttc" id="classarm__compute_1_1_c_l_flatten_layer_xhtml"><div class="ttname"><a href="classarm__compute_1_1_c_l_flatten_layer.xhtml">arm_compute::CLFlattenLayer</a></div><div class="ttdoc">Basic function to execute flatten. </div><div class="ttdef"><b>Definition:</b> <a href="_c_l_flatten_layer_8h_source.xhtml#l00039">CLFlattenLayer.h:39</a></div></div>
251<div class="ttc" id="_flatten_layer_fixture_8h_xhtml"><div class="ttname"><a href="_flatten_layer_fixture_8h.xhtml">FlattenLayerFixture.h</a></div></div>
252<div class="ttc" id="classarm__compute_1_1test_1_1datasets_1_1_large3_d_shapes_xhtml"><div class="ttname"><a href="classarm__compute_1_1test_1_1datasets_1_1_large3_d_shapes.xhtml">arm_compute::test::datasets::Large3DShapes</a></div><div class="ttdoc">Data set containing large 3D tensor shapes. </div><div class="ttdef"><b>Definition:</b> <a href="_shape_datasets_8h_source.xhtml#l00172">ShapeDatasets.h:172</a></div></div>
253<div class="ttc" id="namespacearm__compute_1_1test_1_1framework_xhtml_a7edf31944a6144ffd493d2f9a7bfb5cf"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1framework.xhtml#a7edf31944a6144ffd493d2f9a7bfb5cf">arm_compute::test::framework::DatasetMode</a></div><div class="ttdeci">DatasetMode</div><div class="ttdoc">Possible dataset modes. </div><div class="ttdef"><b>Definition:</b> <a href="_dataset_modes_8h_source.xhtml#l00040">DatasetModes.h:40</a></div></div>
254<div class="ttc" id="_datasets_8h_xhtml"><div class="ttname"><a href="_datasets_8h.xhtml">Datasets.h</a></div></div>
255<div class="ttc" id="classarm__compute_1_1test_1_1_c_l_accessor_xhtml"><div class="ttname"><a href="classarm__compute_1_1test_1_1_c_l_accessor.xhtml">arm_compute::test::CLAccessor</a></div><div class="ttdoc">Accessor implementation for CLTensor objects. </div><div class="ttdef"><b>Definition:</b> <a href="_c_l_accessor_8h_source.xhtml#l00035">CLAccessor.h:35</a></div></div>
256<div class="ttc" id="classarm__compute_1_1test_1_1validation_1_1_flatten_layer_validation_fixture_xhtml"><div class="ttname"><a href="classarm__compute_1_1test_1_1validation_1_1_flatten_layer_validation_fixture.xhtml">arm_compute::test::validation::FlattenLayerValidationFixture</a></div><div class="ttdef"><b>Definition:</b> <a href="_flatten_layer_fixture_8h_source.xhtml#l00047">FlattenLayerFixture.h:47</a></div></div>
257<div class="ttc" id="namespacearm__compute_1_1test_1_1framework_xhtml_a7edf31944a6144ffd493d2f9a7bfb5cfad791cd54143e331164a2b216451a5dd3"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1framework.xhtml#a7edf31944a6144ffd493d2f9a7bfb5cfad791cd54143e331164a2b216451a5dd3">arm_compute::test::framework::DatasetMode::NIGHTLY</a></div></div>
258<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a38fe4b20a05bbaa1c844f3d7a19791ae"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a38fe4b20a05bbaa1c844f3d7a19791ae">arm_compute::test::validation::TEST_SUITE_END</a></div><div class="ttdeci">TEST_SUITE_END() DATA_TEST_CASE(Configuration</div></div>
259<div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a7730e17dc901bdffefcf45b08bab135f"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a7730e17dc901bdffefcf45b08bab135f">arm_compute::test::validation::validate</a></div><div class="ttdeci">void validate(const arm_compute::ValidRegion &amp;region, const arm_compute::ValidRegion &amp;reference)</div><div class="ttdoc">Validate valid regions. </div><div class="ttdef"><b>Definition:</b> <a href="_validation_8cpp_source.xhtml#l00149">Validation.cpp:149</a></div></div>
260<div class="ttc" id="_macros_8h_xhtml_acd09bed517e43d28823e69494f259835"><div class="ttname"><a href="_macros_8h.xhtml#acd09bed517e43d28823e69494f259835">TEST_SUITE</a></div><div class="ttdeci">#define TEST_SUITE(SUITE_NAME)</div><div class="ttdef"><b>Definition:</b> <a href="_macros_8h_source.xhtml#l00034">Macros.h:34</a></div></div>
261<div class="ttc" id="_validation_8h_xhtml"><div class="ttname"><a href="_validation_8h.xhtml">Validation.h</a></div></div>
262<div class="ttc" id="classarm__compute_1_1test_1_1datasets_1_1_large4_d_shapes_xhtml"><div class="ttname"><a href="classarm__compute_1_1test_1_1datasets_1_1_large4_d_shapes.xhtml">arm_compute::test::datasets::Large4DShapes</a></div><div class="ttdoc">Data set containing large 4D tensor shapes. </div><div class="ttdef"><b>Definition:</b> <a href="_shape_datasets_8h_source.xhtml#l00187">ShapeDatasets.h:187</a></div></div>
263<div class="ttc" id="namespacearm__compute_1_1test_1_1framework_1_1dataset_xhtml_a20b2c46a6ccea85acf64c599a68251d7"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1framework_1_1dataset.xhtml#a20b2c46a6ccea85acf64c599a68251d7">arm_compute::test::framework::dataset::concat</a></div><div class="ttdeci">JoinDataset&lt; T, U &gt; concat(T &amp;&amp;dataset1, U &amp;&amp;dataset2)</div><div class="ttdoc">Helper function to create a JoinDataset. </div><div class="ttdef"><b>Definition:</b> <a href="_join_dataset_8h_source.xhtml#l00140">JoinDataset.h:140</a></div></div>
264<div class="ttc" id="arm__compute_2core_2_types_8h_xhtml"><div class="ttname"><a href="arm__compute_2core_2_types_8h.xhtml">Types.h</a></div></div>
265<div class="ttc" id="namespacearm__compute_xhtml_ad8ed01ff3ff33333d8e19db4d2818bb6"><div class="ttname"><a href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6">arm_compute::DataType</a></div><div class="ttdeci">DataType</div><div class="ttdoc">Available data types. </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_types_8h_source.xhtml#l00064">Types.h:64</a></div></div>
266<div class="ttc" id="_asserts_8h_xhtml"><div class="ttname"><a href="_asserts_8h.xhtml">Asserts.h</a></div></div>
267<div class="ttc" id="classarm__compute_1_1_c_l_tensor_xhtml"><div class="ttname"><a href="classarm__compute_1_1_c_l_tensor.xhtml">arm_compute::CLTensor</a></div><div class="ttdoc">Basic implementation of the OpenCL tensor interface. </div><div class="ttdef"><b>Definition:</b> <a href="_c_l_tensor_8h_source.xhtml#l00039">CLTensor.h:39</a></div></div>
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273 <li class="navelem"><a class="el" href="dir_3b4cc335dce0408d77b688e575522aa5.xhtml">tests</a></li><li class="navelem"><a class="el" href="dir_a54a3db5b521d39f12dbe18362fe1216.xhtml">validation</a></li><li class="navelem"><a class="el" href="dir_5c3e6f36232c22ff6b3dc2b17e9cf59e.xhtml">CL</a></li><li class="navelem"><a class="el" href="_flatten_8cpp.xhtml">Flatten.cpp</a></li>
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