1 /*
2 * Copyright (c) 2018-2020 Arm Limited.
3 *
4 * SPDX-License-Identifier: MIT
5 *
6 * Permission is hereby granted, free of charge, to any person obtaining a copy
7 * of this software and associated documentation files (the "Software"), to
8 * deal in the Software without restriction, including without limitation the
9 * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
10 * sell copies of the Software, and to permit persons to whom the Software is
11 * furnished to do so, subject to the following conditions:
12 *
13 * The above copyright notice and this permission notice shall be included in all
14 * copies or substantial portions of the Software.
15 *
16 * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
17 * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
18 * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
19 * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
20 * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
21 * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
22 * SOFTWARE.
23 */
24 #include "arm_compute/core/Types.h"
25 #include "arm_compute/runtime/NEON/functions/NELaplacianPyramid.h"
26 #include "arm_compute/runtime/Tensor.h"
27 #include "arm_compute/runtime/TensorAllocator.h"
28 #include "tests/NEON/Accessor.h"
29 #include "tests/datasets/BorderModeDataset.h"
30 #include "tests/datasets/ShapeDatasets.h"
31 #include "tests/framework/Asserts.h"
32 #include "tests/framework/Macros.h"
33 #include "tests/framework/datasets/Datasets.h"
34 #include "tests/validation/Validation.h"
35 #include "tests/validation/fixtures/LaplacianPyramidFixture.h"
36
37 namespace arm_compute
38 {
39 namespace test
40 {
41 namespace validation
42 {
43 namespace
44 {
45 const auto small_laplacian_pyramid_levels = framework::dataset::make("NumLevels", 2, 3);
46 const auto large_laplacian_pyramid_levels = framework::dataset::make("NumLevels", 2, 5);
47
48 const auto formats = combine(framework::dataset::make("FormatIn", Format::U8), framework::dataset::make("FormatOut", Format::S16));
49
50 template <typename T>
validate_laplacian_pyramid(const Pyramid & target,const std::vector<SimpleTensor<T>> & reference,BorderMode border_mode)51 inline void validate_laplacian_pyramid(const Pyramid &target, const std::vector<SimpleTensor<T>> &reference, BorderMode border_mode)
52 {
53 Tensor *level_image = target.get_pyramid_level(0);
54 ValidRegion valid_region = shape_to_valid_region(reference[0].shape(), border_mode == BorderMode::UNDEFINED, BorderSize(2));
55
56 // Validate lowest level
57 validate(Accessor(*level_image), reference[0], valid_region);
58
59 // Validate remaining levels
60 for(size_t lev = 1; lev < target.info()->num_levels(); lev++)
61 {
62 level_image = target.get_pyramid_level(lev);
63 Tensor *prev_level_image = target.get_pyramid_level(lev - 1);
64
65 valid_region = shape_to_valid_region_laplacian_pyramid(prev_level_image->info()->tensor_shape(),
66 prev_level_image->info()->valid_region(),
67 border_mode == BorderMode::UNDEFINED);
68
69 // Validate level
70 validate(Accessor(*level_image), reference[lev], valid_region);
71 }
72 }
73 } // namespace
74
75 TEST_SUITE(NEON)
76 TEST_SUITE(LaplacianPyramid)
77
78 // *INDENT-OFF*
79 // clang-format off
80
81 using NELaplacianPyramidFixture = LaplacianPyramidValidationFixture<Tensor, Accessor, NELaplacianPyramid, uint8_t, int16_t, Pyramid>;
82
FIXTURE_DATA_TEST_CASE(RunSmall,NELaplacianPyramidFixture,framework::DatasetMode::PRECOMMIT,combine (combine (combine (datasets::Medium2DShapes (),datasets::BorderModes ()),small_laplacian_pyramid_levels),formats))83 FIXTURE_DATA_TEST_CASE(RunSmall, NELaplacianPyramidFixture, framework::DatasetMode::PRECOMMIT,
84 combine(combine(combine(
85 datasets::Medium2DShapes(),
86 datasets::BorderModes()),
87 small_laplacian_pyramid_levels),
88 formats))
89 {
90 validate_laplacian_pyramid(_target, _reference, _border_mode);
91 }
92
FIXTURE_DATA_TEST_CASE(RunLarge,NELaplacianPyramidFixture,framework::DatasetMode::NIGHTLY,combine (combine (combine (datasets::Large2DShapes (),datasets::BorderModes ()),large_laplacian_pyramid_levels),formats))93 FIXTURE_DATA_TEST_CASE(RunLarge, NELaplacianPyramidFixture, framework::DatasetMode::NIGHTLY,
94 combine(combine(combine(
95 datasets::Large2DShapes(),
96 datasets::BorderModes()),
97 large_laplacian_pyramid_levels),
98 formats))
99 {
100 validate_laplacian_pyramid(_target, _reference, _border_mode);
101 }
102 // clang-format on
103 // *INDENT-ON*
104
105 TEST_SUITE_END()
106 TEST_SUITE_END()
107 } // namespace validation
108 } // namespace test
109 } // namespace arm_compute
110