xref: /aosp_15_r20/external/ComputeLibrary/tests/datasets/ActivationFunctionsDataset.h (revision c217d954acce2dbc11938adb493fc0abd69584f3)
1*c217d954SCole Faust /*
2*c217d954SCole Faust  * Copyright (c) 2017-2019, 2022 Arm Limited.
3*c217d954SCole Faust  *
4*c217d954SCole Faust  * SPDX-License-Identifier: MIT
5*c217d954SCole Faust  *
6*c217d954SCole Faust  * Permission is hereby granted, free of charge, to any person obtaining a copy
7*c217d954SCole Faust  * of this software and associated documentation files (the "Software"), to
8*c217d954SCole Faust  * deal in the Software without restriction, including without limitation the
9*c217d954SCole Faust  * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
10*c217d954SCole Faust  * sell copies of the Software, and to permit persons to whom the Software is
11*c217d954SCole Faust  * furnished to do so, subject to the following conditions:
12*c217d954SCole Faust  *
13*c217d954SCole Faust  * The above copyright notice and this permission notice shall be included in all
14*c217d954SCole Faust  * copies or substantial portions of the Software.
15*c217d954SCole Faust  *
16*c217d954SCole Faust  * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
17*c217d954SCole Faust  * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
18*c217d954SCole Faust  * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
19*c217d954SCole Faust  * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
20*c217d954SCole Faust  * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
21*c217d954SCole Faust  * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
22*c217d954SCole Faust  * SOFTWARE.
23*c217d954SCole Faust  */
24*c217d954SCole Faust #ifndef ARM_COMPUTE_TEST_ACTIVATIONFUNCTIONS_DATASET_H
25*c217d954SCole Faust #define ARM_COMPUTE_TEST_ACTIVATIONFUNCTIONS_DATASET_H
26*c217d954SCole Faust 
27*c217d954SCole Faust #include "arm_compute/core/Types.h"
28*c217d954SCole Faust #include "tests/framework/datasets/ContainerDataset.h"
29*c217d954SCole Faust 
30*c217d954SCole Faust #include <vector>
31*c217d954SCole Faust 
32*c217d954SCole Faust namespace arm_compute
33*c217d954SCole Faust {
34*c217d954SCole Faust namespace test
35*c217d954SCole Faust {
36*c217d954SCole Faust namespace datasets
37*c217d954SCole Faust {
38*c217d954SCole Faust class ActivationFunctions final : public framework::dataset::ContainerDataset<std::vector<ActivationLayerInfo::ActivationFunction>>
39*c217d954SCole Faust {
40*c217d954SCole Faust public:
ActivationFunctions()41*c217d954SCole Faust     ActivationFunctions()
42*c217d954SCole Faust         : ContainerDataset("ActivationFunction",
43*c217d954SCole Faust     {
44*c217d954SCole Faust         ActivationLayerInfo::ActivationFunction::ABS,
45*c217d954SCole Faust                             ActivationLayerInfo::ActivationFunction::LINEAR,
46*c217d954SCole Faust                             ActivationLayerInfo::ActivationFunction::LOGISTIC,
47*c217d954SCole Faust                             ActivationLayerInfo::ActivationFunction::RELU,
48*c217d954SCole Faust                             ActivationLayerInfo::ActivationFunction::BOUNDED_RELU,
49*c217d954SCole Faust                             ActivationLayerInfo::ActivationFunction::LU_BOUNDED_RELU,
50*c217d954SCole Faust                             ActivationLayerInfo::ActivationFunction::LEAKY_RELU,
51*c217d954SCole Faust                             ActivationLayerInfo::ActivationFunction::SOFT_RELU,
52*c217d954SCole Faust                             ActivationLayerInfo::ActivationFunction::ELU,
53*c217d954SCole Faust                             ActivationLayerInfo::ActivationFunction::SQRT,
54*c217d954SCole Faust                             ActivationLayerInfo::ActivationFunction::SQUARE,
55*c217d954SCole Faust                             ActivationLayerInfo::ActivationFunction::TANH,
56*c217d954SCole Faust                             ActivationLayerInfo::ActivationFunction::IDENTITY,
57*c217d954SCole Faust #ifdef __aarch64__
58*c217d954SCole Faust                             ActivationLayerInfo::ActivationFunction::GELU,
59*c217d954SCole Faust #endif /* __aarch64__ */
60*c217d954SCole Faust     })
61*c217d954SCole Faust     {
62*c217d954SCole Faust     }
63*c217d954SCole Faust };
64*c217d954SCole Faust 
65*c217d954SCole Faust class ActivationFunctionsQuantized final : public framework::dataset::ContainerDataset<std::vector<ActivationLayerInfo::ActivationFunction>>
66*c217d954SCole Faust {
67*c217d954SCole Faust public:
ActivationFunctionsQuantized()68*c217d954SCole Faust     ActivationFunctionsQuantized()
69*c217d954SCole Faust         : ContainerDataset("ActivationFunctionQuantized",
70*c217d954SCole Faust     {
71*c217d954SCole Faust         ActivationLayerInfo::ActivationFunction::RELU,
72*c217d954SCole Faust                             ActivationLayerInfo::ActivationFunction::BOUNDED_RELU,
73*c217d954SCole Faust                             ActivationLayerInfo::ActivationFunction::LU_BOUNDED_RELU,
74*c217d954SCole Faust                             ActivationLayerInfo::ActivationFunction::LOGISTIC,
75*c217d954SCole Faust                             ActivationLayerInfo::ActivationFunction::TANH,
76*c217d954SCole Faust     })
77*c217d954SCole Faust     {
78*c217d954SCole Faust     }
79*c217d954SCole Faust };
80*c217d954SCole Faust } // namespace datasets
81*c217d954SCole Faust } // namespace test
82*c217d954SCole Faust } // namespace arm_compute
83*c217d954SCole Faust #endif /* ARM_COMPUTE_TEST_ACTIVATIONFUNCTIONS_DATASET_H */
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