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115 <div class="title">QuantizationLayerFixture.h</div> </div>
117 <div class="contents">
118 <a href="_quantization_layer_fixture_8h.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">#ifndef ARM_COMPUTE_TEST_QUANTIZATION_LAYER_FIXTURE</span></div>
142 <div class="line"><a name="l00025"></a><span class="lineno"> 25</span> <span class="preprocessor"></span><span class="preprocessor">#define ARM_COMPUTE_TEST_QUANTIZATION_LAYER_FIXTURE</span></div>
143 <div class="line"><a name="l00026"></a><span class="lineno"> 26</span> <span class="preprocessor"></span></div>
144 <div class="line"><a name="l00027"></a><span class="lineno"> 27</span> <span class="preprocessor">#include "<a class="code" href="_tensor_shape_8h.xhtml">arm_compute/core/TensorShape.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="arm__compute_2core_2_types_8h.xhtml">arm_compute/core/Types.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="runtime_2_tensor_8h.xhtml">arm_compute/runtime/Tensor.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="_assets_library_8h.xhtml">tests/AssetsLibrary.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="_globals_8h.xhtml">tests/Globals.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="_i_accessor_8h.xhtml">tests/IAccessor.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="_asserts_8h.xhtml">tests/framework/Asserts.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="_fixture_8h.xhtml">tests/framework/Fixture.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="_quantization_layer_8h.xhtml">tests/validation/CPP/QuantizationLayer.h</a>"</span></div>
153 <div class="line"><a name="l00036"></a><span class="lineno"> 36</span> </div>
154 <div class="line"><a name="l00037"></a><span class="lineno"> 37</span> <span class="preprocessor">#include <random></span></div>
155 <div class="line"><a name="l00038"></a><span class="lineno"> 38</span> </div>
156 <div class="line"><a name="l00039"></a><span class="lineno"> 39</span> <span class="keyword">namespace </span>arm_compute</div>
157 <div class="line"><a name="l00040"></a><span class="lineno"> 40</span> {</div>
158 <div class="line"><a name="l00041"></a><span class="lineno"> 41</span> <span class="keyword">namespace </span>test</div>
159 <div class="line"><a name="l00042"></a><span class="lineno"> 42</span> {</div>
160 <div class="line"><a name="l00043"></a><span class="lineno"> 43</span> <span class="keyword">namespace </span>validation</div>
161 <div class="line"><a name="l00044"></a><span class="lineno"> 44</span> {</div>
162 <div class="line"><a name="l00045"></a><span class="lineno"> 45</span> <span class="keyword">template</span> <<span class="keyword">typename</span> TensorType, <span class="keyword">typename</span> AccessorType, <span class="keyword">typename</span> FunctionType, <span class="keyword">typename</span> T></div>
163 <div class="line"><a name="l00046"></a><span class="lineno"><a class="line" href="classarm__compute_1_1test_1_1validation_1_1_quantization_validation_fixed_point_fixture.xhtml"> 46</a></span> <span class="keyword">class </span><a class="code" href="classarm__compute_1_1test_1_1validation_1_1_quantization_validation_fixed_point_fixture.xhtml">QuantizationValidationFixedPointFixture</a> : <span class="keyword">public</span> <a class="code" href="classarm__compute_1_1test_1_1framework_1_1_fixture.xhtml">framework::Fixture</a></div>
164 <div class="line"><a name="l00047"></a><span class="lineno"> 47</span> {</div>
165 <div class="line"><a name="l00048"></a><span class="lineno"> 48</span> <span class="keyword">public</span>:</div>
166 <div class="line"><a name="l00049"></a><span class="lineno"> 49</span>  <span class="keyword">template</span> <<span class="keyword">typename</span>...></div>
167 <div class="line"><a name="l00050"></a><span class="lineno"><a class="line" href="classarm__compute_1_1test_1_1validation_1_1_quantization_validation_fixed_point_fixture.xhtml#a8e81f3e3a398b216ac76aaa32d884220"> 50</a></span>  <span class="keywordtype">void</span> <a class="code" href="classarm__compute_1_1test_1_1validation_1_1_quantization_validation_fixed_point_fixture.xhtml#a8e81f3e3a398b216ac76aaa32d884220">setup</a>(<a class="code" href="classarm__compute_1_1_tensor_shape.xhtml">TensorShape</a> <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a45cde9abb508c62d67c3bb2b9bf566a5">shape</a>, <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>
168 <div class="line"><a name="l00051"></a><span class="lineno"> 51</span>  {</div>
169 <div class="line"><a name="l00052"></a><span class="lineno"> 52</span>  _target = compute_target(shape, data_type);</div>
170 <div class="line"><a name="l00053"></a><span class="lineno"> 53</span>  _reference = compute_reference(shape, data_type);</div>
171 <div class="line"><a name="l00054"></a><span class="lineno"> 54</span>  }</div>
172 <div class="line"><a name="l00055"></a><span class="lineno"> 55</span> </div>
173 <div class="line"><a name="l00056"></a><span class="lineno"> 56</span> <span class="keyword">protected</span>:</div>
174 <div class="line"><a name="l00057"></a><span class="lineno"> 57</span>  <span class="keyword">template</span> <<span class="keyword">typename</span> U></div>
175 <div class="line"><a name="l00058"></a><span class="lineno"> 58</span>  <span class="keywordtype">void</span> fill(U &&tensor)</div>
176 <div class="line"><a name="l00059"></a><span class="lineno"> 59</span>  {</div>
177 <div class="line"><a name="l00060"></a><span class="lineno"> 60</span>  <a class="code" href="namespacearm__compute_1_1test.xhtml#a71326f0909d77386e29b511e1990a11f">library</a>->fill_tensor_uniform(tensor, 0);</div>
178 <div class="line"><a name="l00061"></a><span class="lineno"> 61</span>  }</div>
179 <div class="line"><a name="l00062"></a><span class="lineno"> 62</span> </div>
180 <div class="line"><a name="l00063"></a><span class="lineno"> 63</span>  TensorType compute_target(<span class="keyword">const</span> <a class="code" href="classarm__compute_1_1_tensor_shape.xhtml">TensorShape</a> &<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a45cde9abb508c62d67c3bb2b9bf566a5">shape</a>, <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>
181 <div class="line"><a name="l00064"></a><span class="lineno"> 64</span>  {</div>
182 <div class="line"><a name="l00065"></a><span class="lineno"> 65</span>  <span class="comment">// Create tensors</span></div>
183 <div class="line"><a name="l00066"></a><span class="lineno"> 66</span>  TensorType src = create_tensor<TensorType>(<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>);</div>
184 <div class="line"><a name="l00067"></a><span class="lineno"> 67</span>  TensorType dst = create_tensor<TensorType>(<a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a45cde9abb508c62d67c3bb2b9bf566a5">shape</a>, <a class="code" href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a6669348b484e3008dca2bfa8e85e40b5">DataType::U8</a>);</div>
185 <div class="line"><a name="l00068"></a><span class="lineno"> 68</span> </div>
186 <div class="line"><a name="l00069"></a><span class="lineno"> 69</span>  <span class="comment">// Create and configure function</span></div>
187 <div class="line"><a name="l00070"></a><span class="lineno"> 70</span>  FunctionType <a class="code" href="quantization__layer_8cl.xhtml#a1f16fa20ae72c76df16155e6a3ad20c5">quantization_layer</a>;</div>
188 <div class="line"><a name="l00071"></a><span class="lineno"> 71</span>  quantization_layer.configure(&src, &dst);</div>
189 <div class="line"><a name="l00072"></a><span class="lineno"> 72</span> </div>
190 <div class="line"><a name="l00073"></a><span class="lineno"> 73</span>  <a class="code" href="_asserts_8h.xhtml#adc60af942e951dc93e22b97b41809b51">ARM_COMPUTE_EXPECT</a>(src.info()->is_resizable(), <a class="code" href="namespacearm__compute_1_1test_1_1framework.xhtml#aca1fd1d8935433e6ba2e3918214e07f9a6f3a603fac4d817f1848c3173b243b57">framework::LogLevel::ERRORS</a>);</div>
191 <div class="line"><a name="l00074"></a><span class="lineno"> 74</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>
192 <div class="line"><a name="l00075"></a><span class="lineno"> 75</span> </div>
193 <div class="line"><a name="l00076"></a><span class="lineno"> 76</span>  <span class="comment">// Allocate tensors</span></div>
194 <div class="line"><a name="l00077"></a><span class="lineno"> 77</span>  src.allocator()->allocate();</div>
195 <div class="line"><a name="l00078"></a><span class="lineno"> 78</span>  dst.allocator()->allocate();</div>
196 <div class="line"><a name="l00079"></a><span class="lineno"> 79</span> </div>
197 <div class="line"><a name="l00080"></a><span class="lineno"> 80</span>  <a class="code" href="_asserts_8h.xhtml#adc60af942e951dc93e22b97b41809b51">ARM_COMPUTE_EXPECT</a>(!src.info()->is_resizable(), <a class="code" href="namespacearm__compute_1_1test_1_1framework.xhtml#aca1fd1d8935433e6ba2e3918214e07f9a6f3a603fac4d817f1848c3173b243b57">framework::LogLevel::ERRORS</a>);</div>
198 <div class="line"><a name="l00081"></a><span class="lineno"> 81</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>
199 <div class="line"><a name="l00082"></a><span class="lineno"> 82</span> </div>
200 <div class="line"><a name="l00083"></a><span class="lineno"> 83</span>  <span class="comment">// Fill tensors</span></div>
201 <div class="line"><a name="l00084"></a><span class="lineno"> 84</span>  fill(AccessorType(src));</div>
202 <div class="line"><a name="l00085"></a><span class="lineno"> 85</span> </div>
203 <div class="line"><a name="l00086"></a><span class="lineno"> 86</span>  <span class="comment">// Compute function</span></div>
204 <div class="line"><a name="l00087"></a><span class="lineno"> 87</span>  quantization_layer.run();</div>
205 <div class="line"><a name="l00088"></a><span class="lineno"> 88</span> </div>
206 <div class="line"><a name="l00089"></a><span class="lineno"> 89</span>  <span class="keywordflow">return</span> dst;</div>
207 <div class="line"><a name="l00090"></a><span class="lineno"> 90</span>  }</div>
208 <div class="line"><a name="l00091"></a><span class="lineno"> 91</span> </div>
209 <div class="line"><a name="l00092"></a><span class="lineno"> 92</span>  SimpleTensor<uint8_t> compute_reference(<span class="keyword">const</span> <a class="code" href="classarm__compute_1_1_tensor_shape.xhtml">TensorShape</a> &shape, <a class="code" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6">DataType</a> data_type)</div>
210 <div class="line"><a name="l00093"></a><span class="lineno"> 93</span>  {</div>
211 <div class="line"><a name="l00094"></a><span class="lineno"> 94</span>  <span class="comment">// Create reference</span></div>
212 <div class="line"><a name="l00095"></a><span class="lineno"> 95</span>  SimpleTensor<T> src{ <a class="code" href="namespacearm__compute_1_1test_1_1validation.xhtml#a45cde9abb508c62d67c3bb2b9bf566a5">shape</a>, data_type };</div>
213 <div class="line"><a name="l00096"></a><span class="lineno"> 96</span> </div>
214 <div class="line"><a name="l00097"></a><span class="lineno"> 97</span>  <span class="comment">// Fill reference</span></div>
215 <div class="line"><a name="l00098"></a><span class="lineno"> 98</span>  fill(src);</div>
216 <div class="line"><a name="l00099"></a><span class="lineno"> 99</span> </div>
217 <div class="line"><a name="l00100"></a><span class="lineno"> 100</span>  <span class="keywordflow">return</span> reference::quantization_layer<T>(src);</div>
218 <div class="line"><a name="l00101"></a><span class="lineno"> 101</span>  }</div>
219 <div class="line"><a name="l00102"></a><span class="lineno"> 102</span> </div>
220 <div class="line"><a name="l00103"></a><span class="lineno"> 103</span>  TensorType _target{};</div>
221 <div class="line"><a name="l00104"></a><span class="lineno"> 104</span>  SimpleTensor<uint8_t> _reference{};</div>
222 <div class="line"><a name="l00105"></a><span class="lineno"> 105</span> };</div>
223 <div class="line"><a name="l00106"></a><span class="lineno"> 106</span> </div>
224 <div class="line"><a name="l00107"></a><span class="lineno"> 107</span> <span class="keyword">template</span> <<span class="keyword">typename</span> TensorType, <span class="keyword">typename</span> AccessorType, <span class="keyword">typename</span> FunctionType, <span class="keyword">typename</span> T></div>
225 <div class="line"><a name="l00108"></a><span class="lineno"><a class="line" href="classarm__compute_1_1test_1_1validation_1_1_quantization_validation_fixture.xhtml"> 108</a></span> <span class="keyword">class </span><a class="code" href="classarm__compute_1_1test_1_1validation_1_1_quantization_validation_fixture.xhtml">QuantizationValidationFixture</a> : <span class="keyword">public</span> <a class="code" href="classarm__compute_1_1test_1_1validation_1_1_quantization_validation_fixed_point_fixture.xhtml">QuantizationValidationFixedPointFixture<TensorType, AccessorType, FunctionType, T></a></div>
226 <div class="line"><a name="l00109"></a><span class="lineno"> 109</span> {</div>
227 <div class="line"><a name="l00110"></a><span class="lineno"> 110</span> <span class="keyword">public</span>:</div>
228 <div class="line"><a name="l00111"></a><span class="lineno"> 111</span>  <span class="keyword">template</span> <<span class="keyword">typename</span>...></div>
229 <div class="line"><a name="l00112"></a><span class="lineno"><a class="line" href="classarm__compute_1_1test_1_1validation_1_1_quantization_validation_fixture.xhtml#a8e81f3e3a398b216ac76aaa32d884220"> 112</a></span>  <span class="keywordtype">void</span> <a class="code" href="classarm__compute_1_1test_1_1validation_1_1_quantization_validation_fixture.xhtml#a8e81f3e3a398b216ac76aaa32d884220">setup</a>(<a class="code" href="classarm__compute_1_1_tensor_shape.xhtml">TensorShape</a> shape, <a class="code" href="namespacearm__compute.xhtml#ad8ed01ff3ff33333d8e19db4d2818bb6">DataType</a> data_type)</div>
230 <div class="line"><a name="l00113"></a><span class="lineno"> 113</span>  {</div>
231 <div class="line"><a name="l00114"></a><span class="lineno"> 114</span>  <a class="code" href="classarm__compute_1_1test_1_1framework_1_1_fixture.xhtml#a4fc01d736fe50cf5b977f755b675f11d">QuantizationValidationFixedPointFixture<TensorType, AccessorType, FunctionType, T>::setup</a>(shape, data_type);</div>
232 <div class="line"><a name="l00115"></a><span class="lineno"> 115</span>  }</div>
233 <div class="line"><a name="l00116"></a><span class="lineno"> 116</span> };</div>
234 <div class="line"><a name="l00117"></a><span class="lineno"> 117</span> } <span class="comment">// namespace validation</span></div>
235 <div class="line"><a name="l00118"></a><span class="lineno"> 118</span> } <span class="comment">// namespace test</span></div>
236 <div class="line"><a name="l00119"></a><span class="lineno"> 119</span> } <span class="comment">// namespace arm_compute</span></div>
237 <div class="line"><a name="l00120"></a><span class="lineno"> 120</span> <span class="preprocessor">#endif </span><span class="comment">/* ARM_COMPUTE_TEST_QUANTIZATION_LAYER_FIXTURE */</span><span class="preprocessor"></span></div>
238 <div class="ttc" id="_i_accessor_8h_xhtml"><div class="ttname"><a href="_i_accessor_8h.xhtml">IAccessor.h</a></div></div>
239 <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>
240 <div class="ttc" id="classarm__compute_1_1test_1_1validation_1_1_quantization_validation_fixture_xhtml"><div class="ttname"><a href="classarm__compute_1_1test_1_1validation_1_1_quantization_validation_fixture.xhtml">arm_compute::test::validation::QuantizationValidationFixture</a></div><div class="ttdef"><b>Definition:</b> <a href="_quantization_layer_fixture_8h_source.xhtml#l00108">QuantizationLayerFixture.h:108</a></div></div>
241 <div class="ttc" id="classarm__compute_1_1_tensor_shape_xhtml"><div class="ttname"><a href="classarm__compute_1_1_tensor_shape.xhtml">arm_compute::TensorShape</a></div><div class="ttdoc">Shape of a tensor. </div><div class="ttdef"><b>Definition:</b> <a href="_tensor_shape_8h_source.xhtml#l00038">TensorShape.h:38</a></div></div>
242 <div class="ttc" id="_quantization_layer_8h_xhtml"><div class="ttname"><a href="_quantization_layer_8h.xhtml">QuantizationLayer.h</a></div></div>
243 <div class="ttc" id="namespacearm__compute_xhtml_ab4e88c89b3b7ea1735996cc4def22d58a6669348b484e3008dca2bfa8e85e40b5"><div class="ttname"><a href="namespacearm__compute.xhtml#ab4e88c89b3b7ea1735996cc4def22d58a6669348b484e3008dca2bfa8e85e40b5">arm_compute::Format::U8</a></div><div class="ttdoc">Unknown image format. </div></div>
244 <div class="ttc" id="classarm__compute_1_1test_1_1framework_1_1_fixture_xhtml"><div class="ttname"><a href="classarm__compute_1_1test_1_1framework_1_1_fixture.xhtml">arm_compute::test::framework::Fixture</a></div><div class="ttdoc">Abstract fixture class. </div><div class="ttdef"><b>Definition:</b> <a href="_fixture_8h_source.xhtml#l00037">Fixture.h:37</a></div></div>
245 <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>
246 <div class="ttc" id="_globals_8h_xhtml"><div class="ttname"><a href="_globals_8h.xhtml">Globals.h</a></div></div>
247 <div class="ttc" id="classarm__compute_1_1test_1_1validation_1_1_quantization_validation_fixed_point_fixture_xhtml"><div class="ttname"><a href="classarm__compute_1_1test_1_1validation_1_1_quantization_validation_fixed_point_fixture.xhtml">arm_compute::test::validation::QuantizationValidationFixedPointFixture</a></div><div class="ttdef"><b>Definition:</b> <a href="_quantization_layer_fixture_8h_source.xhtml#l00046">QuantizationLayerFixture.h:46</a></div></div>
248 <div class="ttc" id="namespacearm__compute_1_1test_xhtml_a71326f0909d77386e29b511e1990a11f"><div class="ttname"><a href="namespacearm__compute_1_1test.xhtml#a71326f0909d77386e29b511e1990a11f">arm_compute::test::library</a></div><div class="ttdeci">std::unique_ptr< AssetsLibrary > library</div><div class="ttdef"><b>Definition:</b> <a href="main_8cpp_source.xhtml#l00054">main.cpp:54</a></div></div>
249 <div class="ttc" id="classarm__compute_1_1test_1_1framework_1_1_fixture_xhtml_a4fc01d736fe50cf5b977f755b675f11d"><div class="ttname"><a href="classarm__compute_1_1test_1_1framework_1_1_fixture.xhtml#a4fc01d736fe50cf5b977f755b675f11d">arm_compute::test::framework::Fixture::setup</a></div><div class="ttdeci">void setup()</div><div class="ttdoc">Setup function. </div><div class="ttdef"><b>Definition:</b> <a href="_fixture_8h_source.xhtml#l00048">Fixture.h:48</a></div></div>
250 <div class="ttc" id="_assets_library_8h_xhtml"><div class="ttname"><a href="_assets_library_8h.xhtml">AssetsLibrary.h</a></div></div>
251 <div class="ttc" id="classarm__compute_1_1test_1_1validation_1_1_quantization_validation_fixture_xhtml_a8e81f3e3a398b216ac76aaa32d884220"><div class="ttname"><a href="classarm__compute_1_1test_1_1validation_1_1_quantization_validation_fixture.xhtml#a8e81f3e3a398b216ac76aaa32d884220">arm_compute::test::validation::QuantizationValidationFixture::setup</a></div><div class="ttdeci">void setup(TensorShape shape, DataType data_type)</div><div class="ttdef"><b>Definition:</b> <a href="_quantization_layer_fixture_8h_source.xhtml#l00112">QuantizationLayerFixture.h:112</a></div></div>
252 <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>
253 <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>
254 <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>
255 <div class="ttc" id="runtime_2_tensor_8h_xhtml"><div class="ttname"><a href="runtime_2_tensor_8h.xhtml">Tensor.h</a></div></div>
256 <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>
257 <div class="ttc" id="classarm__compute_1_1test_1_1validation_1_1_quantization_validation_fixed_point_fixture_xhtml_a8e81f3e3a398b216ac76aaa32d884220"><div class="ttname"><a href="classarm__compute_1_1test_1_1validation_1_1_quantization_validation_fixed_point_fixture.xhtml#a8e81f3e3a398b216ac76aaa32d884220">arm_compute::test::validation::QuantizationValidationFixedPointFixture::setup</a></div><div class="ttdeci">void setup(TensorShape shape, DataType data_type)</div><div class="ttdef"><b>Definition:</b> <a href="_quantization_layer_fixture_8h_source.xhtml#l00050">QuantizationLayerFixture.h:50</a></div></div>
258 <div class="ttc" id="_tensor_shape_8h_xhtml"><div class="ttname"><a href="_tensor_shape_8h.xhtml">TensorShape.h</a></div></div>
259 <div class="ttc" id="_asserts_8h_xhtml"><div class="ttname"><a href="_asserts_8h.xhtml">Asserts.h</a></div></div>
260 <div class="ttc" id="quantization__layer_8cl_xhtml_a1f16fa20ae72c76df16155e6a3ad20c5"><div class="ttname"><a href="quantization__layer_8cl.xhtml#a1f16fa20ae72c76df16155e6a3ad20c5">quantization_layer</a></div><div class="ttdeci">__kernel void quantization_layer(__global uchar *input_ptr, uint input_stride_x, uint input_step_x, uint input_stride_y, uint input_step_y, uint input_stride_z, uint input_step_z, uint input_offset_first_element_in_bytes, __global uchar *output_ptr, uint output_stride_x, uint output_step_x, uint output_stride_y, uint output_step_y, uint output_stride_z, uint output_step_z, uint output_offset_first_element_in_bytes, __global uchar *min_max_ptr, uint min_max_stride_x, uint min_max_step_x, uint min_max_offset_first_element_in_bytes)</div><div class="ttdoc">This performs the quantization of floating point inputs to 8-bit unsigned integers. </div><div class="ttdef"><b>Definition:</b> <a href="quantization__layer_8cl_source.xhtml#l00049">quantization_layer.cl:49</a></div></div>
261 <div class="ttc" id="_fixture_8h_xhtml"><div class="ttname"><a href="_fixture_8h.xhtml">Fixture.h</a></div></div>
262 </div><!-- fragment --></div><!-- contents -->
263 </div><!-- doc-content -->
264 <!-- start footer part -->
265 <div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
267 <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_b34ff4bf0b006fa2058bebfe917ec172.xhtml">fixtures</a></li><li class="navelem"><a class="el" href="_quantization_layer_fixture_8h.xhtml">QuantizationLayerFixture.h</a></li>
268 <li class="footer">Generated on Thu Sep 28 2017 14:37:52 for Compute Library by
269 <a href="http://www.doxygen.org/index.html">
270 <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.6 </li>