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9 <title>Compute Library: tests/validation/CL/ActivationLayer.cpp Source File</title>
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115 <div class="title">ActivationLayer.cpp</div> </div>
117 <div class="contents">
118 <a href="validation_2_c_l_2_activation_layer_8cpp.xhtml">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span> <span class="comment">/*</span></div>
119 <div class="line"><a name="l00002"></a><span class="lineno"> 2</span> <span class="comment"> * Copyright (c) 2017 ARM Limited.</span></div>
120 <div class="line"><a name="l00003"></a><span class="lineno"> 3</span> <span class="comment"> *</span></div>
121 <div class="line"><a name="l00004"></a><span class="lineno"> 4</span> <span class="comment"> * SPDX-License-Identifier: MIT</span></div>
122 <div class="line"><a name="l00005"></a><span class="lineno"> 5</span> <span class="comment"> *</span></div>
123 <div class="line"><a name="l00006"></a><span class="lineno"> 6</span> <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> <span class="comment"> * of this software and associated documentation files (the "Software"), to</span></div>
125 <div class="line"><a name="l00008"></a><span class="lineno"> 8</span> <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> <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> <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> <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> <span class="comment"> *</span></div>
130 <div class="line"><a name="l00013"></a><span class="lineno"> 13</span> <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> <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> <span class="comment"> *</span></div>
133 <div class="line"><a name="l00016"></a><span class="lineno"> 16</span> <span class="comment"> * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR</span></div>
134 <div class="line"><a name="l00017"></a><span class="lineno"> 17</span> <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> <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> <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> <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> <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> <span class="comment"> * SOFTWARE.</span></div>
140 <div class="line"><a name="l00023"></a><span class="lineno"> 23</span> <span class="comment"> */</span></div>
141 <div class="line"><a name="l00024"></a><span class="lineno"> 24</span> <span class="preprocessor">#include "<a class="code" href="arm__compute_2core_2_types_8h.xhtml">arm_compute/core/Types.h</a>"</span></div>
142 <div class="line"><a name="l00025"></a><span class="lineno"> 25</span> <span class="preprocessor">#include "<a class="code" href="_c_l_tensor_8h.xhtml">arm_compute/runtime/CL/CLTensor.h</a>"</span></div>
143 <div class="line"><a name="l00026"></a><span class="lineno"> 26</span> <span class="preprocessor">#include "<a class="code" href="_c_l_tensor_allocator_8h.xhtml">arm_compute/runtime/CL/CLTensorAllocator.h</a>"</span></div>
144 <div class="line"><a name="l00027"></a><span class="lineno"> 27</span> <span class="preprocessor">#include "<a class="code" href="_c_l_activation_layer_8h.xhtml">arm_compute/runtime/CL/functions/CLActivationLayer.h</a>"</span></div>
145 <div class="line"><a name="l00028"></a><span class="lineno"> 28</span> <span class="preprocessor">#include "<a class="code" href="_c_l_accessor_8h.xhtml">tests/CL/CLAccessor.h</a>"</span></div>
146 <div class="line"><a name="l00029"></a><span class="lineno"> 29</span> <span class="preprocessor">#include "<a class="code" href="_padding_calculator_8h.xhtml">tests/PaddingCalculator.h</a>"</span></div>
147 <div class="line"><a name="l00030"></a><span class="lineno"> 30</span> <span class="preprocessor">#include "<a class="code" href="_activation_functions_dataset_8h.xhtml">tests/datasets/ActivationFunctionsDataset.h</a>"</span></div>
148 <div class="line"><a name="l00031"></a><span class="lineno"> 31</span> <span class="preprocessor">#include "<a class="code" href="_shape_datasets_8h.xhtml">tests/datasets/ShapeDatasets.h</a>"</span></div>
149 <div class="line"><a name="l00032"></a><span class="lineno"> 32</span> <span class="preprocessor">#include "<a class="code" href="_asserts_8h.xhtml">tests/framework/Asserts.h</a>"</span></div>
150 <div class="line"><a name="l00033"></a><span class="lineno"> 33</span> <span class="preprocessor">#include "<a class="code" href="_macros_8h.xhtml">tests/framework/Macros.h</a>"</span></div>
151 <div class="line"><a name="l00034"></a><span class="lineno"> 34</span> <span class="preprocessor">#include "<a class="code" href="_datasets_8h.xhtml">tests/framework/datasets/Datasets.h</a>"</span></div>
152 <div class="line"><a name="l00035"></a><span class="lineno"> 35</span> <span class="preprocessor">#include "<a class="code" href="_validation_8h.xhtml">tests/validation/Validation.h</a>"</span></div>
153 <div class="line"><a name="l00036"></a><span class="lineno"> 36</span> <span class="preprocessor">#include "<a class="code" href="validation_2fixtures_2_activation_layer_fixture_8h.xhtml">tests/validation/fixtures/ActivationLayerFixture.h</a>"</span></div>
154 <div class="line"><a name="l00037"></a><span class="lineno"> 37</span> </div>
155 <div class="line"><a name="l00038"></a><span class="lineno"> 38</span> <span class="keyword">namespace </span>arm_compute</div>
156 <div class="line"><a name="l00039"></a><span class="lineno"> 39</span> {</div>
157 <div class="line"><a name="l00040"></a><span class="lineno"> 40</span> <span class="keyword">namespace </span>test</div>
158 <div class="line"><a name="l00041"></a><span class="lineno"> 41</span> {</div>
159 <div class="line"><a name="l00042"></a><span class="lineno"><a class="line" href="namespacearm__compute_1_1test_1_1validation.xhtml"> 42</a></span> <span class="keyword">namespace </span>validation</div>
160 <div class="line"><a name="l00043"></a><span class="lineno"> 43</span> {</div>
161 <div class="line"><a name="l00044"></a><span class="lineno"> 44</span> <span class="keyword">namespace</span></div>
162 <div class="line"><a name="l00045"></a><span class="lineno"> 45</span> {</div>
163 <div class="line"><a name="l00053"></a><span class="lineno"> 53</span> <a class="code" href="classarm__compute_1_1test_1_1validation_1_1_absolute_tolerance.xhtml">AbsoluteTolerance<float></a> tolerance(<a class="code" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9ea">ActivationLayerInfo::ActivationFunction</a> activation, <a class="code" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6">DataType</a> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#ac2ad7f431e3446fddcd9b6b9f93c4c14">data_type</a>)</div>
164 <div class="line"><a name="l00054"></a><span class="lineno"> 54</span> {</div>
165 <div class="line"><a name="l00055"></a><span class="lineno"> 55</span>  constexpr <span class="keywordtype">float</span> epsilon = 1e-6f;</div>
166 <div class="line"><a name="l00056"></a><span class="lineno"> 56</span> </div>
167 <div class="line"><a name="l00057"></a><span class="lineno"> 57</span>  <span class="keywordflow">switch</span>(activation)</div>
168 <div class="line"><a name="l00058"></a><span class="lineno"> 58</span>  {</div>
169 <div class="line"><a name="l00059"></a><span class="lineno"> 59</span>  <span class="keywordflow">case</span> <a class="code" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaaaac544aacc3615aada24897a215f5046">ActivationLayerInfo::ActivationFunction::LINEAR</a>:</div>
170 <div class="line"><a name="l00060"></a><span class="lineno"> 60</span>  <span class="keywordflow">return</span> <a class="code" href="classarm__compute_1_1test_1_1validation_1_1_absolute_tolerance.xhtml">AbsoluteTolerance<float></a>(data_type == <a class="code" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a56d8353718e6fdc78b8d69078a2cdb94">DataType::F16</a> ? 0.2f : epsilon);</div>
171 <div class="line"><a name="l00061"></a><span class="lineno"> 61</span>  <span class="keywordflow">case</span> <a class="code" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaa12dec4e1f7ec620651b2b95c440ffac0">ActivationLayerInfo::ActivationFunction::SQUARE</a>:</div>
172 <div class="line"><a name="l00062"></a><span class="lineno"> 62</span>  <span class="keywordflow">return</span> <a class="code" href="classarm__compute_1_1test_1_1validation_1_1_absolute_tolerance.xhtml">AbsoluteTolerance<float></a>(data_type == <a class="code" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a56d8353718e6fdc78b8d69078a2cdb94">DataType::F16</a> ? 0.1f : epsilon);</div>
173 <div class="line"><a name="l00063"></a><span class="lineno"> 63</span>  <span class="keywordflow">case</span> <a class="code" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaa72ee60fba0509af07cbbd91398d8db9d">ActivationLayerInfo::ActivationFunction::LOGISTIC</a>:</div>
174 <div class="line"><a name="l00064"></a><span class="lineno"> 64</span>  <span class="keywordflow">if</span>(<a class="code" href="namespacearm__compute.xhtml#ab6bb62694ae8369d18a9c9687040975e">is_data_type_fixed_point</a>(data_type))</div>
175 <div class="line"><a name="l00065"></a><span class="lineno"> 65</span>  {</div>
176 <div class="line"><a name="l00066"></a><span class="lineno"> 66</span>  <span class="keywordflow">return</span> <a class="code" href="classarm__compute_1_1test_1_1validation_1_1_absolute_tolerance.xhtml">AbsoluteTolerance<float></a>(5.f);</div>
177 <div class="line"><a name="l00067"></a><span class="lineno"> 67</span>  }</div>
178 <div class="line"><a name="l00068"></a><span class="lineno"> 68</span>  <span class="keywordflow">else</span></div>
179 <div class="line"><a name="l00069"></a><span class="lineno"> 69</span>  {</div>
180 <div class="line"><a name="l00070"></a><span class="lineno"> 70</span>  <span class="keywordflow">return</span> <a class="code" href="classarm__compute_1_1test_1_1validation_1_1_absolute_tolerance.xhtml">AbsoluteTolerance<float></a>(data_type == <a class="code" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a56d8353718e6fdc78b8d69078a2cdb94">DataType::F16</a> ? 0.001f : epsilon);</div>
181 <div class="line"><a name="l00071"></a><span class="lineno"> 71</span>  }</div>
182 <div class="line"><a name="l00072"></a><span class="lineno"> 72</span>  <span class="keywordflow">case</span> <a class="code" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaac7e80a3de04936f4e423e1b564fdca10">ActivationLayerInfo::ActivationFunction::LEAKY_RELU</a>:</div>
183 <div class="line"><a name="l00073"></a><span class="lineno"> 73</span>  <span class="keywordflow">return</span> <a class="code" href="classarm__compute_1_1test_1_1validation_1_1_absolute_tolerance.xhtml">AbsoluteTolerance<float></a>(data_type == <a class="code" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a56d8353718e6fdc78b8d69078a2cdb94">DataType::F16</a> ? 0.00001f : epsilon);</div>
184 <div class="line"><a name="l00074"></a><span class="lineno"> 74</span>  <span class="keywordflow">case</span> <a class="code" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaadcc44a50c791a591c74e00ecdda7c58d">ActivationLayerInfo::ActivationFunction::SOFT_RELU</a>:</div>
185 <div class="line"><a name="l00075"></a><span class="lineno"> 75</span>  <span class="keywordflow">case</span> <a class="code" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaa36875f2500a09ee35d0bb7eb8c0b91b0">ActivationLayerInfo::ActivationFunction::SQRT</a>:</div>
186 <div class="line"><a name="l00076"></a><span class="lineno"> 76</span>  <span class="keywordflow">if</span>(<a class="code" href="namespacearm__compute.xhtml#ab6bb62694ae8369d18a9c9687040975e">is_data_type_fixed_point</a>(data_type))</div>
187 <div class="line"><a name="l00077"></a><span class="lineno"> 77</span>  {</div>
188 <div class="line"><a name="l00078"></a><span class="lineno"> 78</span>  <span class="keywordflow">return</span> <a class="code" href="classarm__compute_1_1test_1_1validation_1_1_absolute_tolerance.xhtml">AbsoluteTolerance<float></a>(5.f);</div>
189 <div class="line"><a name="l00079"></a><span class="lineno"> 79</span>  }</div>
190 <div class="line"><a name="l00080"></a><span class="lineno"> 80</span>  <span class="keywordflow">else</span></div>
191 <div class="line"><a name="l00081"></a><span class="lineno"> 81</span>  {</div>
192 <div class="line"><a name="l00082"></a><span class="lineno"> 82</span>  <span class="keywordflow">return</span> <a class="code" href="classarm__compute_1_1test_1_1validation_1_1_absolute_tolerance.xhtml">AbsoluteTolerance<float></a>(data_type == <a class="code" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a56d8353718e6fdc78b8d69078a2cdb94">DataType::F16</a> ? 0.01f : 0.00001f);</div>
193 <div class="line"><a name="l00083"></a><span class="lineno"> 83</span>  }</div>
194 <div class="line"><a name="l00084"></a><span class="lineno"> 84</span>  <span class="keywordflow">case</span> <a class="code" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaa143c8c6f51b9bb893ce71e38702e3cc1">ActivationLayerInfo::ActivationFunction::TANH</a>:</div>
195 <div class="line"><a name="l00085"></a><span class="lineno"> 85</span>  <span class="keywordflow">if</span>(<a class="code" href="namespacearm__compute.xhtml#ab6bb62694ae8369d18a9c9687040975e">is_data_type_fixed_point</a>(data_type))</div>
196 <div class="line"><a name="l00086"></a><span class="lineno"> 86</span>  {</div>
197 <div class="line"><a name="l00087"></a><span class="lineno"> 87</span>  <span class="keywordflow">return</span> <a class="code" href="classarm__compute_1_1test_1_1validation_1_1_absolute_tolerance.xhtml">AbsoluteTolerance<float></a>(5.f);</div>
198 <div class="line"><a name="l00088"></a><span class="lineno"> 88</span>  }</div>
199 <div class="line"><a name="l00089"></a><span class="lineno"> 89</span>  <span class="keywordflow">else</span></div>
200 <div class="line"><a name="l00090"></a><span class="lineno"> 90</span>  {</div>
201 <div class="line"><a name="l00091"></a><span class="lineno"> 91</span>  <span class="keywordflow">return</span> <a class="code" href="classarm__compute_1_1test_1_1validation_1_1_absolute_tolerance.xhtml">AbsoluteTolerance<float></a>(data_type == <a class="code" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a56d8353718e6fdc78b8d69078a2cdb94">DataType::F16</a> ? 0.001f : 0.00001f);</div>
202 <div class="line"><a name="l00092"></a><span class="lineno"> 92</span>  }</div>
203 <div class="line"><a name="l00093"></a><span class="lineno"> 93</span>  <span class="keywordflow">default</span>:</div>
204 <div class="line"><a name="l00094"></a><span class="lineno"> 94</span>  <span class="keywordflow">return</span> <a class="code" href="classarm__compute_1_1test_1_1validation_1_1_absolute_tolerance.xhtml">AbsoluteTolerance<float></a>(epsilon);</div>
205 <div class="line"><a name="l00095"></a><span class="lineno"> 95</span>  }</div>
206 <div class="line"><a name="l00096"></a><span class="lineno"> 96</span> }</div>
207 <div class="line"><a name="l00097"></a><span class="lineno"> 97</span> </div>
208 <div class="line"><a name="l00099"></a><span class="lineno"> 99</span> <span class="keyword">const</span> <span class="keyword">auto</span> CNNDataTypes = <a class="code" href="namespacearm__compute_1_1test_1_1framework_1_1dataset.xhtml#a352791fb808d42a82ad70df5efa3508b">framework::dataset::make</a>(<span class="stringliteral">"DataType"</span>,</div>
209 <div class="line"><a name="l00100"></a><span class="lineno"> 100</span> {</div>
210 <div class="line"><a name="l00101"></a><span class="lineno"> 101</span>  <a class="code" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a56d8353718e6fdc78b8d69078a2cdb94">DataType::F16</a>,</div>
211 <div class="line"><a name="l00102"></a><span class="lineno"> 102</span>  <a class="code" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a44ad4ef5a76e6aa6fb3e3fa079a54fda">DataType::F32</a>,</div>
212 <div class="line"><a name="l00103"></a><span class="lineno"> 103</span>  <a class="code" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a11cde4d3551db3f9498d339a67189543">DataType::QS8</a>,</div>
213 <div class="line"><a name="l00104"></a><span class="lineno"> 104</span>  <a class="code" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a48d877702a2957f5a932c43a357866f9">DataType::QS16</a>,</div>
214 <div class="line"><a name="l00105"></a><span class="lineno"> 105</span> });</div>
215 <div class="line"><a name="l00106"></a><span class="lineno"> 106</span> </div>
216 <div class="line"><a name="l00108"></a><span class="lineno"> 108</span> <span class="keyword">const</span> <span class="keyword">auto</span> ActivationDataset = <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a886187093300f6e68ccf9e169a947dbf">combine</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#a352791fb808d42a82ad70df5efa3508b">framework::dataset::make</a>(<span class="stringliteral">"InPlace"</span>, { <span class="keyword">false</span>, <span class="keyword">true</span> }), <a class="code" href="classarm__compute_1_1test_1_1datasets_1_1_activation_functions.xhtml">datasets::ActivationFunctions</a>()), <a class="code" href="namespacearm__compute_1_1test_1_1framework_1_1dataset.xhtml#a352791fb808d42a82ad70df5efa3508b">framework::dataset::make</a>(<span class="stringliteral">"AlphaBeta"</span>, { 0.5f, 1.f }));</div>
217 <div class="line"><a name="l00109"></a><span class="lineno"> 109</span> } <span class="comment">// namespace</span></div>
218 <div class="line"><a name="l00110"></a><span class="lineno"> 110</span> </div>
219 <div class="line"><a name="l00111"></a><span class="lineno"> 111</span> <a class="code" href="_macros_8h.xhtml#acd09bed517e43d28823e69494f259835">TEST_SUITE</a>(CL)</div>
220 <div class="line"><a name="l00112"></a><span class="lineno"> 112</span> <a class="code" href="_macros_8h.xhtml#acd09bed517e43d28823e69494f259835">TEST_SUITE</a>(ActivationLayer)</div>
221 <div class="line"><a name="l00113"></a><span class="lineno"> 113</span> </div>
222 <div class="line"><a name="l00114"></a><span class="lineno"><a class="line" href="namespacearm__compute_1_1test_1_1validation.xhtml#a122e3a9ceeb35b23b5d9e0ecaff76e50"> 114</a></span> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a122e3a9ceeb35b23b5d9e0ecaff76e50">DATA_TEST_CASE</a>(Configuration, 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>(<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">concat</a>(datasets::SmallShapes(), datasets::LargeShapes()), CNNDataTypes), framework::dataset::<a class="code" href="namespacearm__compute_1_1test_1_1framework_1_1dataset.xhtml#a352791fb808d42a82ad70df5efa3508b">make</a>("InPlace", { <span class="keyword">false</span>, <span class="keyword">true</span> })),</div>
223 <div class="line"><a name="l00115"></a><span class="lineno"> 115</span>  <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a45cde9abb508c62d67c3bb2b9bf566a5">shape</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#ac2ad7f431e3446fddcd9b6b9f93c4c14">data_type</a>, in_place)</div>
224 <div class="line"><a name="l00116"></a><span class="lineno"> 116</span> {</div>
225 <div class="line"><a name="l00117"></a><span class="lineno"> 117</span>  <span class="comment">// Set fixed point position data type allowed</span></div>
226 <div class="line"><a name="l00118"></a><span class="lineno"> 118</span>  <span class="keyword">const</span> <span class="keywordtype">int</span> fixed_point_position = <a class="code" href="namespacearm__compute.xhtml#ab6bb62694ae8369d18a9c9687040975e">is_data_type_fixed_point</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#ac2ad7f431e3446fddcd9b6b9f93c4c14">data_type</a>) ? 3 : 0;</div>
227 <div class="line"><a name="l00119"></a><span class="lineno"> 119</span> </div>
228 <div class="line"><a name="l00120"></a><span class="lineno"> 120</span>  <span class="comment">// Create tensors</span></div>
229 <div class="line"><a name="l00121"></a><span class="lineno"> 121</span>  <a class="code" href="classarm__compute_1_1_c_l_tensor.xhtml">CLTensor</a> src = create_tensor<CLTensor>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a45cde9abb508c62d67c3bb2b9bf566a5">shape</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#ac2ad7f431e3446fddcd9b6b9f93c4c14">data_type</a>, 1, fixed_point_position);</div>
230 <div class="line"><a name="l00122"></a><span class="lineno"> 122</span>  <a class="code" href="classarm__compute_1_1_c_l_tensor.xhtml">CLTensor</a> dst = create_tensor<CLTensor>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a45cde9abb508c62d67c3bb2b9bf566a5">shape</a>, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#ac2ad7f431e3446fddcd9b6b9f93c4c14">data_type</a>, 1, fixed_point_position);</div>
231 <div class="line"><a name="l00123"></a><span class="lineno"> 123</span> </div>
232 <div class="line"><a name="l00124"></a><span class="lineno"> 124</span>  <a class="code" href="_asserts_8h.xhtml#adc60af942e951dc93e22b97b41809b51">ARM_COMPUTE_EXPECT</a>(src.<a class="code" href="classarm__compute_1_1_c_l_tensor.xhtml#a97de03c31e0ca04be6960e2e3ffdca95">info</a>()-><a class="code" href="classarm__compute_1_1_tensor_info.xhtml#aaee6555ace43b03173844b1a228a3fc3">is_resizable</a>(), <a class="code" href="namespacearm__compute_1_1test_1_1framework.xhtml#aca1fd1d8935433e6ba2e3918214e07f9a6f3a603fac4d817f1848c3173b243b57">framework::LogLevel::ERRORS</a>);</div>
233 <div class="line"><a name="l00125"></a><span class="lineno"> 125</span>  <a class="code" href="_asserts_8h.xhtml#adc60af942e951dc93e22b97b41809b51">ARM_COMPUTE_EXPECT</a>(dst.info()->is_resizable(), <a class="code" href="namespacearm__compute_1_1test_1_1framework.xhtml#aca1fd1d8935433e6ba2e3918214e07f9a6f3a603fac4d817f1848c3173b243b57">framework::LogLevel::ERRORS</a>);</div>
234 <div class="line"><a name="l00126"></a><span class="lineno"> 126</span> </div>
235 <div class="line"><a name="l00127"></a><span class="lineno"> 127</span>  <span class="comment">// Create and configure function</span></div>
236 <div class="line"><a name="l00128"></a><span class="lineno"> 128</span>  <a class="code" href="classarm__compute_1_1_c_l_activation_layer.xhtml">CLActivationLayer</a> act_layer;</div>
237 <div class="line"><a name="l00129"></a><span class="lineno"> 129</span> </div>
238 <div class="line"><a name="l00130"></a><span class="lineno"> 130</span>  <span class="keywordflow">if</span>(in_place)</div>
239 <div class="line"><a name="l00131"></a><span class="lineno"> 131</span>  {</div>
240 <div class="line"><a name="l00132"></a><span class="lineno"> 132</span>  act_layer.<a class="code" href="classarm__compute_1_1_c_l_activation_layer.xhtml#a239fea32ba46d038ba350dba58026c45">configure</a>(&src, <span class="keyword">nullptr</span>, <a class="code" href="classarm__compute_1_1_activation_layer_info.xhtml">ActivationLayerInfo</a>(<a class="code" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaa7d8a220d2262f9d6c658d549ee12cf2c">ActivationLayerInfo::ActivationFunction::ABS</a>));</div>
241 <div class="line"><a name="l00133"></a><span class="lineno"> 133</span>  }</div>
242 <div class="line"><a name="l00134"></a><span class="lineno"> 134</span>  <span class="keywordflow">else</span></div>
243 <div class="line"><a name="l00135"></a><span class="lineno"> 135</span>  {</div>
244 <div class="line"><a name="l00136"></a><span class="lineno"> 136</span>  act_layer.configure(&src, &dst, <a class="code" href="classarm__compute_1_1_activation_layer_info.xhtml">ActivationLayerInfo</a>(<a class="code" href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaa7d8a220d2262f9d6c658d549ee12cf2c">ActivationLayerInfo::ActivationFunction::ABS</a>));</div>
245 <div class="line"><a name="l00137"></a><span class="lineno"> 137</span>  }</div>
246 <div class="line"><a name="l00138"></a><span class="lineno"> 138</span> </div>
247 <div class="line"><a name="l00139"></a><span class="lineno"> 139</span>  <span class="comment">// Validate valid region</span></div>
248 <div class="line"><a name="l00140"></a><span class="lineno"> 140</span>  <span class="keyword">const</span> ValidRegion valid_region = <a class="code" href="namespacearm__compute_1_1test.xhtml#a4c9ad143c34306817986409ffb1dbd40">shape_to_valid_region</a>(shape);</div>
249 <div class="line"><a name="l00141"></a><span class="lineno"> 141</span>  <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7730e17dc901bdffefcf45b08bab135f">validate</a>(src.<a class="code" href="classarm__compute_1_1_c_l_tensor.xhtml#a97de03c31e0ca04be6960e2e3ffdca95">info</a>()-><a class="code" href="classarm__compute_1_1_tensor_info.xhtml#a3c20d908342087484d883574d55dd482">valid_region</a>(), valid_region);</div>
250 <div class="line"><a name="l00142"></a><span class="lineno"> 142</span> </div>
251 <div class="line"><a name="l00143"></a><span class="lineno"> 143</span>  <span class="keywordflow">if</span>(!in_place)</div>
252 <div class="line"><a name="l00144"></a><span class="lineno"> 144</span>  {</div>
253 <div class="line"><a name="l00145"></a><span class="lineno"> 145</span>  <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7730e17dc901bdffefcf45b08bab135f">validate</a>(dst.info()->valid_region(), valid_region);</div>
254 <div class="line"><a name="l00146"></a><span class="lineno"> 146</span>  }</div>
255 <div class="line"><a name="l00147"></a><span class="lineno"> 147</span> </div>
256 <div class="line"><a name="l00148"></a><span class="lineno"> 148</span>  <span class="comment">// Validate padding</span></div>
257 <div class="line"><a name="l00149"></a><span class="lineno"> 149</span>  <span class="keyword">const</span> <span class="keywordtype">int</span> step = 16 / <a class="code" href="namespacearm__compute.xhtml#abb7e0f23a4f2e63f39433f158dad47ab">arm_compute::data_size_from_type</a>(data_type);</div>
258 <div class="line"><a name="l00150"></a><span class="lineno"> 150</span>  <span class="keyword">const</span> <a class="code" href="namespacearm__compute.xhtml#a4467b302fc9ec312c40580336ab783da">PaddingSize</a> <a class="code" href="hwc_8hpp.xhtml#ad487ce76e40f524a7f5e350763b91ae5">padding</a> = PaddingCalculator(shape.x(), step).required_padding();</div>
259 <div class="line"><a name="l00151"></a><span class="lineno"> 151</span>  <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7730e17dc901bdffefcf45b08bab135f">validate</a>(src.<a class="code" href="classarm__compute_1_1_c_l_tensor.xhtml#a97de03c31e0ca04be6960e2e3ffdca95">info</a>()-><a class="code" href="classarm__compute_1_1_tensor_info.xhtml#a79e20eacb1e963e24a21ebd7369effd7">padding</a>(), <a class="code" href="hwc_8hpp.xhtml#ad487ce76e40f524a7f5e350763b91ae5">padding</a>);</div>
260 <div class="line"><a name="l00152"></a><span class="lineno"> 152</span> </div>
261 <div class="line"><a name="l00153"></a><span class="lineno"> 153</span>  <span class="keywordflow">if</span>(!in_place)</div>
262 <div class="line"><a name="l00154"></a><span class="lineno"> 154</span>  {</div>
263 <div class="line"><a name="l00155"></a><span class="lineno"> 155</span>  <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7730e17dc901bdffefcf45b08bab135f">validate</a>(dst.info()->padding(), <a class="code" href="hwc_8hpp.xhtml#ad487ce76e40f524a7f5e350763b91ae5">padding</a>);</div>
264 <div class="line"><a name="l00156"></a><span class="lineno"> 156</span>  }</div>
265 <div class="line"><a name="l00157"></a><span class="lineno"> 157</span> }</div>
266 <div class="line"><a name="l00158"></a><span class="lineno"> 158</span> </div>
267 <div class="line"><a name="l00159"></a><span class="lineno"> 159</span> <span class="keyword">template</span> <<span class="keyword">typename</span> T></div>
268 <div class="line"><a name="l00160"></a><span class="lineno"><a class="line" href="namespacearm__compute_1_1test_1_1validation.xhtml#ad5b12b22c816f5f7724d386528bd3292"> 160</a></span> <span class="keyword">using</span> <a class="code" href="classarm__compute_1_1test_1_1validation_1_1_activation_validation_fixture.xhtml">CLActivationLayerFixture</a> = <a class="code" href="classarm__compute_1_1test_1_1validation_1_1_activation_validation_fixture.xhtml">ActivationValidationFixture<CLTensor, CLAccessor, CLActivationLayer, T></a>;</div>
269 <div class="line"><a name="l00161"></a><span class="lineno"> 161</span> </div>
270 <div class="line"><a name="l00162"></a><span class="lineno"> 162</span> <a class="code" href="_macros_8h.xhtml#acd09bed517e43d28823e69494f259835">TEST_SUITE</a>(Float)</div>
271 <div class="line"><a name="l00163"></a><span class="lineno"> 163</span> <a class="code" href="_macros_8h.xhtml#acd09bed517e43d28823e69494f259835">TEST_SUITE</a>(FP16)</div>
272 <div class="line"><a name="l00164"></a><span class="lineno"><a class="line" href="namespacearm__compute_1_1test_1_1validation.xhtml#acc16f69c216561ccfe575ec7f7421171"> 164</a></span> <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_activation_validation_fixture.xhtml">CLActivationLayerFixture</a><<a class="code" href="namespacearm__compute.xhtml#a73e2825fd61d349c5ca2f5313e3c8ea1">half</a>>, framework::<a class="code" href="namespacearm__compute_1_1test_1_1framework.xhtml#a7edf31944a6144ffd493d2f9a7bfb5cf">DatasetMode</a>::PRECOMMIT, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a886187093300f6e68ccf9e169a947dbf">combine</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a886187093300f6e68ccf9e169a947dbf">combine</a>(datasets::SmallShapes(), ActivationDataset),</div>
273 <div class="line"><a name="l00165"></a><span class="lineno"> 165</span>  framework::dataset::<a class="code" href="namespacearm__compute_1_1test_1_1framework_1_1dataset.xhtml#a352791fb808d42a82ad70df5efa3508b">make</a>("<a class="code" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6">DataType</a>",</div>
274 <div class="line"><a name="l00166"></a><span class="lineno"> 166</span>  DataType::F16)))</div>
275 <div class="line"><a name="l00167"></a><span class="lineno"> 167</span> {</div>
276 <div class="line"><a name="l00168"></a><span class="lineno"> 168</span>  <span class="comment">// Validate output</span></div>
277 <div class="line"><a name="l00169"></a><span class="lineno"> 169</span>  <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, tolerance(_function, _data_type));</div>
278 <div class="line"><a name="l00170"></a><span class="lineno"> 170</span> }</div>
279 <div class="line"><a name="l00171"></a><span class="lineno"><a class="line" href="namespacearm__compute_1_1test_1_1validation.xhtml#a1593ca319ee1b25c2aa6f7b30c2c43b9"> 171</a></span> <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_activation_validation_fixture.xhtml">CLActivationLayerFixture<half></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_1validation.xhtml#a886187093300f6e68ccf9e169a947dbf">combine</a>(<a class="code" href="classarm__compute_1_1test_1_1datasets_1_1_large_shapes.xhtml">datasets::LargeShapes</a>(), ActivationDataset),</div>
280 <div class="line"><a name="l00172"></a><span class="lineno"> 172</span>  <a class="code" href="namespacearm__compute_1_1test_1_1framework_1_1dataset.xhtml#a352791fb808d42a82ad70df5efa3508b">framework::dataset::make</a>(<span class="stringliteral">"DataType"</span>,</div>
281 <div class="line"><a name="l00173"></a><span class="lineno"> 173</span>  <a class="code" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a56d8353718e6fdc78b8d69078a2cdb94">DataType::F16</a>)))</div>
282 <div class="line"><a name="l00174"></a><span class="lineno"> 174</span> {</div>
283 <div class="line"><a name="l00175"></a><span class="lineno"> 175</span>  <span class="comment">// Validate output</span></div>
284 <div class="line"><a name="l00176"></a><span class="lineno"> 176</span>  <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, tolerance(_function, _data_type));</div>
285 <div class="line"><a name="l00177"></a><span class="lineno"> 177</span> }</div>
286 <div class="line"><a name="l00178"></a><span class="lineno"> 178</span> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a38fe4b20a05bbaa1c844f3d7a19791ae">TEST_SUITE_END</a>()</div>
287 <div class="line"><a name="l00179"></a><span class="lineno"> 179</span> </div>
288 <div class="line"><a name="l00180"></a><span class="lineno"> 180</span> <a class="code" href="_macros_8h.xhtml#acd09bed517e43d28823e69494f259835">TEST_SUITE</a>(FP32)</div>
289 <div class="line"><a name="l00181"></a><span class="lineno"><a class="line" href="namespacearm__compute_1_1test_1_1validation.xhtml#a582b3384be5f8e5bb98533dd55c1d9d4"> 181</a></span> <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_activation_validation_fixture.xhtml">CLActivationLayerFixture</a><<span class="keywordtype">float</span>>, framework::<a class="code" href="namespacearm__compute_1_1test_1_1framework.xhtml#a7edf31944a6144ffd493d2f9a7bfb5cf">DatasetMode</a>::PRECOMMIT, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a886187093300f6e68ccf9e169a947dbf">combine</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a886187093300f6e68ccf9e169a947dbf">combine</a>(datasets::SmallShapes(), ActivationDataset), framework::dataset::<a class="code" href="namespacearm__compute_1_1test_1_1framework_1_1dataset.xhtml#a352791fb808d42a82ad70df5efa3508b">make</a>("<a class="code" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6">DataType</a>",</div>
290 <div class="line"><a name="l00182"></a><span class="lineno"> 182</span>  DataType::F32)))</div>
291 <div class="line"><a name="l00183"></a><span class="lineno"> 183</span> {</div>
292 <div class="line"><a name="l00184"></a><span class="lineno"> 184</span>  <span class="comment">// Validate output</span></div>
293 <div class="line"><a name="l00185"></a><span class="lineno"> 185</span>  <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, tolerance(_function, _data_type));</div>
294 <div class="line"><a name="l00186"></a><span class="lineno"> 186</span> }</div>
295 <div class="line"><a name="l00187"></a><span class="lineno"><a class="line" href="namespacearm__compute_1_1test_1_1validation.xhtml#a1788ed44fd56453e4836c6a9ac42619b"> 187</a></span> <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_activation_validation_fixture.xhtml">CLActivationLayerFixture<float></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_1validation.xhtml#a886187093300f6e68ccf9e169a947dbf">combine</a>(<a class="code" href="classarm__compute_1_1test_1_1datasets_1_1_large_shapes.xhtml">datasets::LargeShapes</a>(), ActivationDataset), <a class="code" href="namespacearm__compute_1_1test_1_1framework_1_1dataset.xhtml#a352791fb808d42a82ad70df5efa3508b">framework::dataset::make</a>(<span class="stringliteral">"DataType"</span>,</div>
296 <div class="line"><a name="l00188"></a><span class="lineno"> 188</span>  <a class="code" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a44ad4ef5a76e6aa6fb3e3fa079a54fda">DataType::F32</a>)))</div>
297 <div class="line"><a name="l00189"></a><span class="lineno"> 189</span> {</div>
298 <div class="line"><a name="l00190"></a><span class="lineno"> 190</span>  <span class="comment">// Validate output</span></div>
299 <div class="line"><a name="l00191"></a><span class="lineno"> 191</span>  <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, tolerance(_function, _data_type));</div>
300 <div class="line"><a name="l00192"></a><span class="lineno"> 192</span> }</div>
301 <div class="line"><a name="l00193"></a><span class="lineno"> 193</span> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a38fe4b20a05bbaa1c844f3d7a19791ae">TEST_SUITE_END</a>()</div>
302 <div class="line"><a name="l00194"></a><span class="lineno"> 194</span> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a38fe4b20a05bbaa1c844f3d7a19791ae">TEST_SUITE_END</a>()</div>
303 <div class="line"><a name="l00195"></a><span class="lineno"> 195</span> </div>
304 <div class="line"><a name="l00196"></a><span class="lineno"> 196</span> template <typename T></div>
305 <div class="line"><a name="l00197"></a><span class="lineno"><a class="line" href="namespacearm__compute_1_1test_1_1validation.xhtml#a2b505efbfb9cc207e0d92e029e3ee4a5"> 197</a></span> using <a class="code" href="classarm__compute_1_1test_1_1validation_1_1_activation_validation_fixed_point_fixture.xhtml">CLActivationLayerFixedPointFixture</a> = <a class="code" href="classarm__compute_1_1test_1_1validation_1_1_activation_validation_fixed_point_fixture.xhtml">ActivationValidationFixedPointFixture</a><<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_activation_layer.xhtml">CLActivationLayer</a>, T>;</div>
306 <div class="line"><a name="l00198"></a><span class="lineno"> 198</span> </div>
307 <div class="line"><a name="l00199"></a><span class="lineno"> 199</span> <a class="code" href="_macros_8h.xhtml#acd09bed517e43d28823e69494f259835">TEST_SUITE</a>(Quantized)</div>
308 <div class="line"><a name="l00200"></a><span class="lineno"> 200</span> <a class="code" href="_macros_8h.xhtml#acd09bed517e43d28823e69494f259835">TEST_SUITE</a>(QS8)</div>
309 <div class="line"><a name="l00201"></a><span class="lineno"> 201</span> <span class="comment">// We test for fixed point precision [3,5] because [1,2] and [6,7] ranges cause</span></div>
310 <div class="line"><a name="l00202"></a><span class="lineno"> 202</span> <span class="comment">// overflowing issues in most of the transcendentals functions.</span></div>
311 <div class="line"><a name="l00203"></a><span class="lineno"><a class="line" href="namespacearm__compute_1_1test_1_1validation.xhtml#a64af23b165426332e03586eabf575171"> 203</a></span> <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_activation_validation_fixed_point_fixture.xhtml">CLActivationLayerFixedPointFixture</a><int8_t>, framework::<a class="code" href="namespacearm__compute_1_1test_1_1framework.xhtml#a7edf31944a6144ffd493d2f9a7bfb5cf">DatasetMode</a>::PRECOMMIT, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a886187093300f6e68ccf9e169a947dbf">combine</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a886187093300f6e68ccf9e169a947dbf">combine</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a886187093300f6e68ccf9e169a947dbf">combine</a>(datasets::SmallShapes(), ActivationDataset),</div>
312 <div class="line"><a name="l00204"></a><span class="lineno"> 204</span>  framework::dataset::<a class="code" href="namespacearm__compute_1_1test_1_1framework_1_1dataset.xhtml#a352791fb808d42a82ad70df5efa3508b">make</a>("<a class="code" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6">DataType</a>",</div>
313 <div class="line"><a name="l00205"></a><span class="lineno"> 205</span>  DataType::QS8)),</div>
314 <div class="line"><a name="l00206"></a><span class="lineno"> 206</span>  framework::dataset::<a class="code" href="namespacearm__compute_1_1test_1_1framework_1_1dataset.xhtml#a352791fb808d42a82ad70df5efa3508b">make</a>("FractionalBits", 3, 6)))</div>
315 <div class="line"><a name="l00207"></a><span class="lineno"> 207</span> {</div>
316 <div class="line"><a name="l00208"></a><span class="lineno"> 208</span>  <span class="comment">// Validate output</span></div>
317 <div class="line"><a name="l00209"></a><span class="lineno"> 209</span>  <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a7730e17dc901bdffefcf45b08bab135f">validate</a>(CLAccessor(_target), _reference, tolerance(_function, _data_type));</div>
318 <div class="line"><a name="l00210"></a><span class="lineno"> 210</span> }</div>
319 <div class="line"><a name="l00211"></a><span class="lineno"><a class="line" href="namespacearm__compute_1_1test_1_1validation.xhtml#a48f626ad84b24646946c3d88c6b6557d"> 211</a></span> <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_activation_validation_fixed_point_fixture.xhtml">CLActivationLayerFixedPointFixture<int8_t></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_1validation.xhtml#a886187093300f6e68ccf9e169a947dbf">combine</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a886187093300f6e68ccf9e169a947dbf">combine</a>(<a class="code" href="classarm__compute_1_1test_1_1datasets_1_1_large_shapes.xhtml">datasets::LargeShapes</a>(), ActivationDataset),</div>
320 <div class="line"><a name="l00212"></a><span class="lineno"> 212</span>  <a class="code" href="namespacearm__compute_1_1test_1_1framework_1_1dataset.xhtml#a352791fb808d42a82ad70df5efa3508b">framework::dataset::make</a>(<span class="stringliteral">"DataType"</span>,</div>
321 <div class="line"><a name="l00213"></a><span class="lineno"> 213</span>  <a class="code" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a11cde4d3551db3f9498d339a67189543">DataType::QS8</a>)),</div>
322 <div class="line"><a name="l00214"></a><span class="lineno"> 214</span>  <a class="code" href="namespacearm__compute_1_1test_1_1framework_1_1dataset.xhtml#a352791fb808d42a82ad70df5efa3508b">framework::dataset::make</a>(<span class="stringliteral">"FractionalBits"</span>, 3, 6)))</div>
323 <div class="line"><a name="l00215"></a><span class="lineno"> 215</span> {</div>
324 <div class="line"><a name="l00216"></a><span class="lineno"> 216</span>  <span class="comment">// Validate output</span></div>
325 <div class="line"><a name="l00217"></a><span class="lineno"> 217</span>  <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, tolerance(_function, _data_type));</div>
326 <div class="line"><a name="l00218"></a><span class="lineno"> 218</span> }</div>
327 <div class="line"><a name="l00219"></a><span class="lineno"> 219</span> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a38fe4b20a05bbaa1c844f3d7a19791ae">TEST_SUITE_END</a>()</div>
328 <div class="line"><a name="l00220"></a><span class="lineno"> 220</span> </div>
329 <div class="line"><a name="l00221"></a><span class="lineno"> 221</span> <a class="code" href="_macros_8h.xhtml#acd09bed517e43d28823e69494f259835">TEST_SUITE</a>(QS16)</div>
330 <div class="line"><a name="l00222"></a><span class="lineno"> 222</span> <span class="comment">// Testing for fixed point position [1,14) as reciprocal limits the maximum fixed point position to 14</span></div>
331 <div class="line"><a name="l00223"></a><span class="lineno"><a class="line" href="namespacearm__compute_1_1test_1_1validation.xhtml#aa5221ba4864521a6d2c6ee43bd9220cb"> 223</a></span> <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_activation_validation_fixed_point_fixture.xhtml">CLActivationLayerFixedPointFixture</a><int16_t>, framework::<a class="code" href="namespacearm__compute_1_1test_1_1framework.xhtml#a7edf31944a6144ffd493d2f9a7bfb5cf">DatasetMode</a>::PRECOMMIT, <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a886187093300f6e68ccf9e169a947dbf">combine</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a886187093300f6e68ccf9e169a947dbf">combine</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a886187093300f6e68ccf9e169a947dbf">combine</a>(datasets::SmallShapes(), ActivationDataset),</div>
332 <div class="line"><a name="l00224"></a><span class="lineno"> 224</span>  framework::dataset::<a class="code" href="namespacearm__compute_1_1test_1_1framework_1_1dataset.xhtml#a352791fb808d42a82ad70df5efa3508b">make</a>("<a class="code" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6">DataType</a>",</div>
333 <div class="line"><a name="l00225"></a><span class="lineno"> 225</span>  DataType::QS16)),</div>
334 <div class="line"><a name="l00226"></a><span class="lineno"> 226</span>  framework::dataset::<a class="code" href="namespacearm__compute_1_1test_1_1framework_1_1dataset.xhtml#a352791fb808d42a82ad70df5efa3508b">make</a>("FractionalBits", 1, 14)))</div>
335 <div class="line"><a name="l00227"></a><span class="lineno"> 227</span> {</div>
336 <div class="line"><a name="l00228"></a><span class="lineno"> 228</span>  <span class="comment">// Validate output</span></div>
337 <div class="line"><a name="l00229"></a><span class="lineno"> 229</span>  <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, tolerance(_function, _data_type));</div>
338 <div class="line"><a name="l00230"></a><span class="lineno"> 230</span> }</div>
339 <div class="line"><a name="l00231"></a><span class="lineno"><a class="line" href="namespacearm__compute_1_1test_1_1validation.xhtml#a5684e91af8c7a5cb085445279749c4cc"> 231</a></span> <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_activation_validation_fixed_point_fixture.xhtml">CLActivationLayerFixedPointFixture<int16_t></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_1validation.xhtml#a886187093300f6e68ccf9e169a947dbf">combine</a>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a886187093300f6e68ccf9e169a947dbf">combine</a>(<a class="code" href="classarm__compute_1_1test_1_1datasets_1_1_large_shapes.xhtml">datasets::LargeShapes</a>(), ActivationDataset),</div>
340 <div class="line"><a name="l00232"></a><span class="lineno"> 232</span>  <a class="code" href="namespacearm__compute_1_1test_1_1framework_1_1dataset.xhtml#a352791fb808d42a82ad70df5efa3508b">framework::dataset::make</a>(<span class="stringliteral">"DataType"</span>,</div>
341 <div class="line"><a name="l00233"></a><span class="lineno"> 233</span>  <a class="code" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a48d877702a2957f5a932c43a357866f9">DataType::QS16</a>)),</div>
342 <div class="line"><a name="l00234"></a><span class="lineno"> 234</span>  <a class="code" href="namespacearm__compute_1_1test_1_1framework_1_1dataset.xhtml#a352791fb808d42a82ad70df5efa3508b">framework::dataset::make</a>(<span class="stringliteral">"FractionalBits"</span>, 1, 14)))</div>
343 <div class="line"><a name="l00235"></a><span class="lineno"> 235</span> {</div>
344 <div class="line"><a name="l00236"></a><span class="lineno"> 236</span>  <span class="comment">// Validate output</span></div>
345 <div class="line"><a name="l00237"></a><span class="lineno"> 237</span>  <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, tolerance(_function, _data_type));</div>
346 <div class="line"><a name="l00238"></a><span class="lineno"> 238</span> }</div>
347 <div class="line"><a name="l00239"></a><span class="lineno"> 239</span> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a38fe4b20a05bbaa1c844f3d7a19791ae">TEST_SUITE_END</a>()</div>
348 <div class="line"><a name="l00240"></a><span class="lineno"> 240</span> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a38fe4b20a05bbaa1c844f3d7a19791ae">TEST_SUITE_END</a>()</div>
349 <div class="line"><a name="l00241"></a><span class="lineno"> 241</span> </div>
350 <div class="line"><a name="l00242"></a><span class="lineno"> 242</span> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a38fe4b20a05bbaa1c844f3d7a19791ae">TEST_SUITE_END</a>()</div>
351 <div class="line"><a name="l00243"></a><span class="lineno"> 243</span> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a38fe4b20a05bbaa1c844f3d7a19791ae">TEST_SUITE_END</a>()</div>
352 <div class="line"><a name="l00244"></a><span class="lineno"> 244</span> } <span class="comment">// namespace validation</span></div>
353 <div class="line"><a name="l00245"></a><span class="lineno"> 245</span> } <span class="comment">// namespace test</span></div>
354 <div class="line"><a name="l00246"></a><span class="lineno"> 246</span> } <span class="comment">// namespace arm_compute</span></div>
355 <div class="ttc" id="namespacearm__compute_xhtml_ad8ed01ff3ff33333d8e19db4d2818bb6a48d877702a2957f5a932c43a357866f9"><div class="ttname"><a href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a48d877702a2957f5a932c43a357866f9">arm_compute::DataType::QS16</a></div></div>
356 <div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a45cde9abb508c62d67c3bb2b9bf566a5"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a45cde9abb508c62d67c3bb2b9bf566a5">arm_compute::test::validation::shape</a></div><div class="ttdeci">shape</div><div class="ttdef"><b>Definition:</b> <a href="_c_l_2_min_max_location_8cpp_source.xhtml#l00089">MinMaxLocation.cpp:89</a></div></div>
357 <div class="ttc" id="classarm__compute_1_1test_1_1validation_1_1_absolute_tolerance_xhtml"><div class="ttname"><a href="classarm__compute_1_1test_1_1validation_1_1_absolute_tolerance.xhtml">arm_compute::test::validation::AbsoluteTolerance</a></div><div class="ttdoc">Class reprensenting an absolute tolerance value. </div><div class="ttdef"><b>Definition:</b> <a href="_validation_8h_source.xhtml#l00050">Validation.h:50</a></div></div>
358 <div class="ttc" id="classarm__compute_1_1test_1_1datasets_1_1_large_shapes_xhtml"><div class="ttname"><a href="classarm__compute_1_1test_1_1datasets_1_1_large_shapes.xhtml">arm_compute::test::datasets::LargeShapes</a></div><div class="ttdoc">Data set containing large tensor shapes. </div><div class="ttdef"><b>Definition:</b> <a href="_shape_datasets_8h_source.xhtml#l00139">ShapeDatasets.h:139</a></div></div>
359 <div class="ttc" id="namespacearm__compute_1_1test_xhtml_a4c9ad143c34306817986409ffb1dbd40"><div class="ttname"><a href="namespacearm__compute_1_1test.xhtml#a4c9ad143c34306817986409ffb1dbd40">arm_compute::test::shape_to_valid_region</a></div><div class="ttdeci">ValidRegion shape_to_valid_region(TensorShape shape, bool border_undefined=false, BorderSize border_size=BorderSize(0))</div><div class="ttdoc">Create a valid region based on tensor shape, border mode and border size. </div><div class="ttdef"><b>Definition:</b> <a href="tests_2_utils_8h_source.xhtml#l00193">Utils.h:193</a></div></div>
360 <div class="ttc" id="namespacearm__compute_xhtml_ad8ed01ff3ff33333d8e19db4d2818bb6a11cde4d3551db3f9498d339a67189543"><div class="ttname"><a href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6a11cde4d3551db3f9498d339a67189543">arm_compute::DataType::QS8</a></div></div>
361 <div class="ttc" id="_activation_functions_dataset_8h_xhtml"><div class="ttname"><a href="_activation_functions_dataset_8h.xhtml">ActivationFunctionsDataset.h</a></div></div>
362 <div class="ttc" id="classarm__compute_1_1_tensor_info_xhtml_aaee6555ace43b03173844b1a228a3fc3"><div class="ttname"><a href="classarm__compute_1_1_tensor_info.xhtml#aaee6555ace43b03173844b1a228a3fc3">arm_compute::TensorInfo::is_resizable</a></div><div class="ttdeci">bool is_resizable() const override</div><div class="ttdoc">Flag indicating whether the size of the tensor can be changed. </div><div class="ttdef"><b>Definition:</b> <a href="_tensor_info_8h_source.xhtml#l00263">TensorInfo.h:263</a></div></div>
363 <div class="ttc" id="_shape_datasets_8h_xhtml"><div class="ttname"><a href="_shape_datasets_8h.xhtml">ShapeDatasets.h</a></div></div>
364 <div class="ttc" id="classarm__compute_1_1_tensor_info_xhtml_a3c20d908342087484d883574d55dd482"><div class="ttname"><a href="classarm__compute_1_1_tensor_info.xhtml#a3c20d908342087484d883574d55dd482">arm_compute::TensorInfo::valid_region</a></div><div class="ttdeci">ValidRegion valid_region() const override</div><div class="ttdoc">Valid region of the tensor. </div><div class="ttdef"><b>Definition:</b> <a href="_tensor_info_8h_source.xhtml#l00271">TensorInfo.h:271</a></div></div>
365 <div class="ttc" id="_padding_calculator_8h_xhtml"><div class="ttname"><a href="_padding_calculator_8h.xhtml">PaddingCalculator.h</a></div></div>
366 <div class="ttc" id="_macros_8h_xhtml"><div class="ttname"><a href="_macros_8h.xhtml">Macros.h</a></div></div>
367 <div class="ttc" id="_c_l_tensor_8h_xhtml"><div class="ttname"><a href="_c_l_tensor_8h.xhtml">CLTensor.h</a></div></div>
368 <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>
369 <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>
370 <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< half >, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapes(), ActivationDataset), framework::dataset::make("DataType", 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>
371 <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("DataType", DataType::S16))</div></div>
372 <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< is_container< T >::value, ContainerDataset< T > >::type make(std::string name, T &&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>
373 <div class="ttc" id="classarm__compute_1_1_c_l_activation_layer_xhtml"><div class="ttname"><a href="classarm__compute_1_1_c_l_activation_layer.xhtml">arm_compute::CLActivationLayer</a></div><div class="ttdoc">Basic function to run CLActivationLayerKernel. </div><div class="ttdef"><b>Definition:</b> <a href="_c_l_activation_layer_8h_source.xhtml#l00039">CLActivationLayer.h:39</a></div></div>
374 <div class="ttc" id="classarm__compute_1_1_tensor_info_xhtml_a79e20eacb1e963e24a21ebd7369effd7"><div class="ttname"><a href="classarm__compute_1_1_tensor_info.xhtml#a79e20eacb1e963e24a21ebd7369effd7">arm_compute::TensorInfo::padding</a></div><div class="ttdeci">PaddingSize padding() const override</div><div class="ttdoc">Padding of tensor. </div><div class="ttdef"><b>Definition:</b> <a href="_tensor_info_8h_source.xhtml#l00255">TensorInfo.h:255</a></div></div>
375 <div class="ttc" id="classarm__compute_1_1_c_l_tensor_xhtml_a97de03c31e0ca04be6960e2e3ffdca95"><div class="ttname"><a href="classarm__compute_1_1_c_l_tensor.xhtml#a97de03c31e0ca04be6960e2e3ffdca95">arm_compute::CLTensor::info</a></div><div class="ttdeci">TensorInfo * info() const override</div><div class="ttdoc">Interface to be implemented by the child class to return the tensor's metadata. </div></div>
376 <div class="ttc" id="classarm__compute_1_1_activation_layer_info_xhtml"><div class="ttname"><a href="classarm__compute_1_1_activation_layer_info.xhtml">arm_compute::ActivationLayerInfo</a></div><div class="ttdoc">Activation Layer Information class. </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_types_8h_source.xhtml#l00511">Types.h:511</a></div></div>
377 <div class="ttc" id="_c_l_accessor_8h_xhtml"><div class="ttname"><a href="_c_l_accessor_8h.xhtml">CLAccessor.h</a></div></div>
378 <div class="ttc" id="classarm__compute_1_1_activation_layer_info_xhtml_a56297e0f7b215eea46c818cb7528d9eaa7d8a220d2262f9d6c658d549ee12cf2c"><div class="ttname"><a href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaa7d8a220d2262f9d6c658d549ee12cf2c">arm_compute::ActivationLayerInfo::ActivationFunction::ABS</a></div><div class="ttdoc">Absolute ( ) </div></div>
379 <div class="ttc" id="classarm__compute_1_1_activation_layer_info_xhtml_a56297e0f7b215eea46c818cb7528d9ea"><div class="ttname"><a href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9ea">arm_compute::ActivationLayerInfo::ActivationFunction</a></div><div class="ttdeci">ActivationFunction</div><div class="ttdoc">Available activation functions. </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_types_8h_source.xhtml#l00515">Types.h:515</a></div></div>
380 <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>
381 <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>
382 <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>
383 <div class="ttc" id="classarm__compute_1_1_activation_layer_info_xhtml_a56297e0f7b215eea46c818cb7528d9eaa36875f2500a09ee35d0bb7eb8c0b91b0"><div class="ttname"><a href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaa36875f2500a09ee35d0bb7eb8c0b91b0">arm_compute::ActivationLayerInfo::ActivationFunction::SQRT</a></div><div class="ttdoc">Square root ( ) </div></div>
384 <div class="ttc" id="validation_2fixtures_2_activation_layer_fixture_8h_xhtml"><div class="ttname"><a href="validation_2fixtures_2_activation_layer_fixture_8h.xhtml">ActivationLayerFixture.h</a></div></div>
385 <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>
386 <div class="ttc" id="_datasets_8h_xhtml"><div class="ttname"><a href="_datasets_8h.xhtml">Datasets.h</a></div></div>
387 <div class="ttc" id="namespacearm__compute_xhtml_ab6bb62694ae8369d18a9c9687040975e"><div class="ttname"><a href="namespacearm__compute.xhtml#ab6bb62694ae8369d18a9c9687040975e">arm_compute::is_data_type_fixed_point</a></div><div class="ttdeci">bool is_data_type_fixed_point(DataType dt)</div><div class="ttdoc">Check if a given data type is of fixed point type. </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_utils_8h_source.xhtml#l00651">Utils.h:651</a></div></div>
388 <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>
389 <div class="ttc" id="classarm__compute_1_1test_1_1validation_1_1_activation_validation_fixture_xhtml"><div class="ttname"><a href="classarm__compute_1_1test_1_1validation_1_1_activation_validation_fixture.xhtml">arm_compute::test::validation::ActivationValidationFixture</a></div><div class="ttdef"><b>Definition:</b> <a href="validation_2fixtures_2_activation_layer_fixture_8h_source.xhtml#l00145">ActivationLayerFixture.h:145</a></div></div>
390 <div class="ttc" id="classarm__compute_1_1test_1_1datasets_1_1_activation_functions_xhtml"><div class="ttname"><a href="classarm__compute_1_1test_1_1datasets_1_1_activation_functions.xhtml">arm_compute::test::datasets::ActivationFunctions</a></div><div class="ttdef"><b>Definition:</b> <a href="_activation_functions_dataset_8h_source.xhtml#l00038">ActivationFunctionsDataset.h:38</a></div></div>
391 <div class="ttc" id="namespacearm__compute_xhtml_abb7e0f23a4f2e63f39433f158dad47ab"><div class="ttname"><a href="namespacearm__compute.xhtml#abb7e0f23a4f2e63f39433f158dad47ab">arm_compute::data_size_from_type</a></div><div class="ttdeci">size_t data_size_from_type(DataType data_type)</div><div class="ttdoc">The size in bytes of the data type. </div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_utils_8h_source.xhtml#l00087">Utils.h:87</a></div></div>
392 <div class="ttc" id="namespacearm__compute_xhtml_a4467b302fc9ec312c40580336ab783da"><div class="ttname"><a href="namespacearm__compute.xhtml#a4467b302fc9ec312c40580336ab783da">arm_compute::PaddingSize</a></div><div class="ttdeci">BorderSize PaddingSize</div><div class="ttdef"><b>Definition:</b> <a href="arm__compute_2core_2_types_8h_source.xhtml#l00206">Types.h:206</a></div></div>
393 <div class="ttc" id="classarm__compute_1_1_activation_layer_info_xhtml_a56297e0f7b215eea46c818cb7528d9eaa72ee60fba0509af07cbbd91398d8db9d"><div class="ttname"><a href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaa72ee60fba0509af07cbbd91398d8db9d">arm_compute::ActivationLayerInfo::ActivationFunction::LOGISTIC</a></div><div class="ttdoc">Logistic ( ) </div></div>
394 <div class="ttc" id="classarm__compute_1_1_activation_layer_info_xhtml_a56297e0f7b215eea46c818cb7528d9eaa12dec4e1f7ec620651b2b95c440ffac0"><div class="ttname"><a href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaa12dec4e1f7ec620651b2b95c440ffac0">arm_compute::ActivationLayerInfo::ActivationFunction::SQUARE</a></div><div class="ttdoc">Square ( ) </div></div>
395 <div class="ttc" id="hwc_8hpp_xhtml_ad487ce76e40f524a7f5e350763b91ae5"><div class="ttname"><a href="hwc_8hpp.xhtml#ad487ce76e40f524a7f5e350763b91ae5">padding</a></div><div class="ttdeci">uint8_t padding[4]</div><div class="ttdef"><b>Definition:</b> <a href="hwc_8hpp_source.xhtml#l00265">hwc.hpp:265</a></div></div>
396 <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>
397 <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>
398 <div class="ttc" id="classarm__compute_1_1_activation_layer_info_xhtml_a56297e0f7b215eea46c818cb7528d9eaac7e80a3de04936f4e423e1b564fdca10"><div class="ttname"><a href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaac7e80a3de04936f4e423e1b564fdca10">arm_compute::ActivationLayerInfo::ActivationFunction::LEAKY_RELU</a></div><div class="ttdoc">Leaky Rectifier ( ) </div></div>
399 <div class="ttc" id="classarm__compute_1_1_activation_layer_info_xhtml_a56297e0f7b215eea46c818cb7528d9eaa143c8c6f51b9bb893ce71e38702e3cc1"><div class="ttname"><a href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaa143c8c6f51b9bb893ce71e38702e3cc1">arm_compute::ActivationLayerInfo::ActivationFunction::TANH</a></div><div class="ttdoc">Hyperbolic tangent ( ) </div></div>
400 <div class="ttc" id="classarm__compute_1_1test_1_1validation_1_1_activation_validation_fixed_point_fixture_xhtml"><div class="ttname"><a href="classarm__compute_1_1test_1_1validation_1_1_activation_validation_fixed_point_fixture.xhtml">arm_compute::test::validation::ActivationValidationFixedPointFixture</a></div><div class="ttdef"><b>Definition:</b> <a href="validation_2fixtures_2_activation_layer_fixture_8h_source.xhtml#l00046">ActivationLayerFixture.h:46</a></div></div>
401 <div class="ttc" id="classarm__compute_1_1_activation_layer_info_xhtml_a56297e0f7b215eea46c818cb7528d9eaaaac544aacc3615aada24897a215f5046"><div class="ttname"><a href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaaaac544aacc3615aada24897a215f5046">arm_compute::ActivationLayerInfo::ActivationFunction::LINEAR</a></div><div class="ttdoc">Linear ( ) </div></div>
402 <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 &region, const arm_compute::ValidRegion &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>
403 <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>
404 <div class="ttc" id="classarm__compute_1_1_c_l_activation_layer_xhtml_a239fea32ba46d038ba350dba58026c45"><div class="ttname"><a href="classarm__compute_1_1_c_l_activation_layer.xhtml#a239fea32ba46d038ba350dba58026c45">arm_compute::CLActivationLayer::configure</a></div><div class="ttdeci">void configure(ICLTensor *input, ICLTensor *output, ActivationLayerInfo act_info)</div><div class="ttdoc">Set the input and output tensor. </div></div>
405 <div class="ttc" id="_validation_8h_xhtml"><div class="ttname"><a href="_validation_8h.xhtml">Validation.h</a></div></div>
406 <div class="ttc" id="_asserts_8h_xhtml_adc60af942e951dc93e22b97b41809b51"><div class="ttname"><a href="_asserts_8h.xhtml#adc60af942e951dc93e22b97b41809b51">ARM_COMPUTE_EXPECT</a></div><div class="ttdeci">#define ARM_COMPUTE_EXPECT(X, LEVEL)</div><div class="ttdef"><b>Definition:</b> <a href="_asserts_8h_source.xhtml#l00124">Asserts.h:124</a></div></div>
407 <div class="ttc" id="namespacearm__compute_1_1test_1_1framework_xhtml_aca1fd1d8935433e6ba2e3918214e07f9a6f3a603fac4d817f1848c3173b243b57"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1framework.xhtml#aca1fd1d8935433e6ba2e3918214e07f9a6f3a603fac4d817f1848c3173b243b57">arm_compute::test::framework::LogLevel::ERRORS</a></div></div>
408 <div class="ttc" id="classarm__compute_1_1_activation_layer_info_xhtml_a56297e0f7b215eea46c818cb7528d9eaadcc44a50c791a591c74e00ecdda7c58d"><div class="ttname"><a href="classarm__compute_1_1_activation_layer_info.xhtml#a56297e0f7b215eea46c818cb7528d9eaadcc44a50c791a591c74e00ecdda7c58d">arm_compute::ActivationLayerInfo::ActivationFunction::SOFT_RELU</a></div><div class="ttdoc">Soft Rectifier ( ) </div></div>
409 <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< T, U > concat(T &&dataset1, U &&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>
410 <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>
411 <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>
412 <div class="ttc" id="namespacearm__compute_1_1test_1_1validation_xhtml_a122e3a9ceeb35b23b5d9e0ecaff76e50"><div class="ttname"><a href="namespacearm__compute_1_1test_1_1validation.xhtml#a122e3a9ceeb35b23b5d9e0ecaff76e50">arm_compute::test::validation::DATA_TEST_CASE</a></div><div class="ttdeci">DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), CNNDataTypes), framework::dataset::make("InPlace",{false, true})), shape, data_type, in_place)</div><div class="ttdef"><b>Definition:</b> <a href="validation_2_c_l_2_activation_layer_8cpp_source.xhtml#l00114">ActivationLayer.cpp:114</a></div></div>
413 <div class="ttc" id="_c_l_activation_layer_8h_xhtml"><div class="ttname"><a href="_c_l_activation_layer_8h.xhtml">CLActivationLayer.h</a></div></div>
414 <div class="ttc" id="_asserts_8h_xhtml"><div class="ttname"><a href="_asserts_8h.xhtml">Asserts.h</a></div></div>
415 <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>
416 </div><!-- fragment --></div><!-- contents -->
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421 <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="validation_2_c_l_2_activation_layer_8cpp.xhtml">ActivationLayer.cpp</a></li>
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