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author | Gian Marco <gianmarco.iodice@arm.com> | 2017-11-07 14:38:22 +0000 |
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committer | Anthony Barbier <anthony.barbier@arm.com> | 2018-11-02 16:35:24 +0000 |
commit | 37908d9e675a240f65e038796f44691c4c530229 (patch) | |
tree | 13dde3a22fbead0067e9abf7fd06d73631e83d70 /tests/validation/NEON/GaussianPyramid.cpp | |
parent | 93dcd83caacc01eef99c550bd50a8d5393e55f1c (diff) | |
download | ComputeLibrary-37908d9e675a240f65e038796f44691c4c530229.tar.gz |
COMPMID-560 - Validation mismatches Gaussian Pyramid Half Scale
Change-Id: If09afa444c6b3e91117d1b1a529faa0778457cd3
Reviewed-on: http://mpd-gerrit.cambridge.arm.com/96099
Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
Diffstat (limited to 'tests/validation/NEON/GaussianPyramid.cpp')
-rw-r--r-- | tests/validation/NEON/GaussianPyramid.cpp | 112 |
1 files changed, 112 insertions, 0 deletions
diff --git a/tests/validation/NEON/GaussianPyramid.cpp b/tests/validation/NEON/GaussianPyramid.cpp new file mode 100644 index 0000000000..fb4944f9c3 --- /dev/null +++ b/tests/validation/NEON/GaussianPyramid.cpp @@ -0,0 +1,112 @@ +/* + * Copyright (c) 2017 ARM Limited. + * + * SPDX-License-Identifier: MIT + * + * Permission is hereby granted, free of charge, to any person obtaining a copy + * of this software and associated documentation files (the "Software"), to + * deal in the Software without restriction, including without limitation the + * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or + * sell copies of the Software, and to permit persons to whom the Software is + * furnished to do so, subject to the following conditions: + * + * The above copyright notice and this permission notice shall be included in all + * copies or substantial portions of the Software. + * + * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR + * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, + * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE + * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER + * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, + * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE + * SOFTWARE. +*/ +#include "arm_compute/core/Types.h" +#include "arm_compute/runtime/NEON/functions/NEGaussianPyramid.h" +#include "arm_compute/runtime/Tensor.h" +#include "arm_compute/runtime/TensorAllocator.h" +#include "tests/NEON/Accessor.h" +#include "tests/PaddingCalculator.h" +#include "tests/datasets/BorderModeDataset.h" +#include "tests/datasets/ShapeDatasets.h" +#include "tests/framework/Asserts.h" +#include "tests/framework/Macros.h" +#include "tests/framework/datasets/Datasets.h" +#include "tests/validation/CPP/Utils.h" +#include "tests/validation/Validation.h" +#include "tests/validation/fixtures/GaussianPyramidHalfFixture.h" + +namespace arm_compute +{ +namespace test +{ +namespace validation +{ +namespace +{ +constexpr AbsoluteTolerance<float> tolerance_fp32(1.0f); /**< Tolerance value for comparing reference's output against implementation's output */ + +const auto small_gaussian_pyramid_levels = combine(datasets::Medium2DShapes(), datasets::BorderModes()) * framework::dataset::make("numlevels", 2, 3); +const auto large_gaussian_pyramid_levels = combine(datasets::Large2DShapes(), datasets::BorderModes()) * framework::dataset::make("numlevels", 2, 5); + +template <typename T, typename U> +inline void validate_gaussian_pyramid(const Pyramid &target, const std::vector<SimpleTensor<T>> &reference, BorderMode border_mode, U tolerance) +{ + ValidRegion prev_valid_region = shape_to_valid_region(reference[0].shape()); + + for(size_t i = 1; i < reference.size(); ++i) + { + const ValidRegion valid_region = shape_to_valid_region_gaussian_pyramid_half(reference[i - 1].shape(), prev_valid_region, (border_mode == BorderMode::UNDEFINED)); + + // Validate outputs + validate(Accessor(*(target.get_pyramid_level(i))), reference[i], valid_region, tolerance); + + // Keep the valid region for the next level + prev_valid_region = valid_region; + } +} +} // namespace + +TEST_SUITE(NEON) +TEST_SUITE(GaussianPyramid) +TEST_SUITE(Half) + +DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, large_gaussian_pyramid_levels, + shape, border_mode, num_levels) +{ + Tensor src = create_tensor<Tensor>(shape, DataType::U8); + + // Create pyramid + PyramidInfo pyramid_info(num_levels, SCALE_PYRAMID_HALF, shape, Format::U8); + Pyramid dst; + dst.init(pyramid_info); + + NEGaussianPyramidHalf gaussian_pyramid_half; + gaussian_pyramid_half.configure(&src, &dst, border_mode, 0); + + ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); + + for(size_t level = 0; level < pyramid_info.num_levels(); ++level) + { + ARM_COMPUTE_EXPECT(dst.get_pyramid_level(level)->info()->is_resizable(), framework::LogLevel::ERRORS); + } +} + +template <typename T> +using NEGaussianPyramidHalfFixture = GaussianPyramidHalfValidationFixture<Tensor, Accessor, NEGaussianPyramidHalf, T, Pyramid>; + +FIXTURE_DATA_TEST_CASE(RunSmallGaussianPyramidHalf, NEGaussianPyramidHalfFixture<uint8_t>, framework::DatasetMode::ALL, small_gaussian_pyramid_levels) +{ + validate_gaussian_pyramid(_target, _reference, _border_mode, tolerance_fp32); +} + +FIXTURE_DATA_TEST_CASE(RunLargeGaussianPyramidHalf, NEGaussianPyramidHalfFixture<uint8_t>, framework::DatasetMode::NIGHTLY, large_gaussian_pyramid_levels) +{ + validate_gaussian_pyramid(_target, _reference, _border_mode, tolerance_fp32); +} +TEST_SUITE_END() +TEST_SUITE_END() +TEST_SUITE_END() +} // namespace validation +} // namespace test +} // namespace arm_compute |