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author | John Richardson <john.richardson@arm.com> | 2017-09-07 11:21:10 +0100 |
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committer | Anthony Barbier <anthony.barbier@arm.com> | 2018-11-02 16:35:24 +0000 |
commit | 6f4d49f95c3598e41a7532faa637f42d8be5f4dd (patch) | |
tree | 78bdf01c935b4f195d65a09cd734b63aba3bfe7a /tests/validation/fixtures | |
parent | e997859ed978a42191e429f9357c95c38d84baaa (diff) | |
download | ComputeLibrary-6f4d49f95c3598e41a7532faa637f42d8be5f4dd.tar.gz |
COMPMID-504: Move NonLinearFilter to new validation
Change-Id: Ie2e9c34dd541cf570b9aef29d94ac79e2360e0e9
Reviewed-on: http://mpd-gerrit.cambridge.arm.com/87580
Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com>
Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
Diffstat (limited to 'tests/validation/fixtures')
-rw-r--r-- | tests/validation/fixtures/NonLinearFilterFixture.h | 119 |
1 files changed, 119 insertions, 0 deletions
diff --git a/tests/validation/fixtures/NonLinearFilterFixture.h b/tests/validation/fixtures/NonLinearFilterFixture.h new file mode 100644 index 0000000000..2f22873488 --- /dev/null +++ b/tests/validation/fixtures/NonLinearFilterFixture.h @@ -0,0 +1,119 @@ +/* + * 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. + */ +#ifndef ARM_COMPUTE_TEST_NONLINEAR_FILTER_FIXTURE +#define ARM_COMPUTE_TEST_NONLINEAR_FILTER_FIXTURE + +#include "arm_compute/core/TensorShape.h" +#include "arm_compute/core/Types.h" +#include "tests/AssetsLibrary.h" +#include "tests/Globals.h" +#include "tests/IAccessor.h" +#include "tests/framework/Asserts.h" +#include "tests/framework/Fixture.h" +#include "tests/validation/CPP/NonLinearFilter.h" +#include "tests/validation/Helpers.h" + +namespace arm_compute +{ +namespace test +{ +namespace validation +{ +template <typename TensorType, typename AccessorType, typename FunctionType, typename T> +class NonLinearFilterValidationFixture : public framework::Fixture +{ +public: + template <typename...> + void setup(TensorShape shape, NonLinearFilterFunction function, unsigned int mask_size, MatrixPattern pattern, BorderMode border_mode, DataType data_type) + { + std::mt19937 generator(library->seed()); + std::uniform_int_distribution<uint8_t> distribution_u8(0, 255); + const uint8_t constant_border_value = distribution_u8(generator); + + // Create the mask + std::vector<uint8_t> mask(mask_size * mask_size); + fill_mask_from_pattern(mask.data(), mask_size, mask_size, pattern); + + _border_size = BorderSize(static_cast<int>(mask_size / 2)); + _target = compute_target(shape, data_type, function, mask_size, pattern, mask.data(), border_mode, constant_border_value); + _reference = compute_reference(shape, data_type, function, mask_size, pattern, mask.data(), border_mode, constant_border_value); + } + +protected: + template <typename U> + void fill(U &&tensor) + { + library->fill_tensor_uniform(tensor, 0); + } + + TensorType compute_target(const TensorShape &shape, DataType data_type, NonLinearFilterFunction function, unsigned int mask_size, MatrixPattern pattern, const uint8_t *mask, BorderMode border_mode, + uint8_t constant_border_value) + { + // Create tensors + TensorType src = create_tensor<TensorType>(shape, data_type); + TensorType dst = create_tensor<TensorType>(shape, data_type); + + // Create and configure function + FunctionType non_linear_filter; + non_linear_filter.configure(&src, &dst, function, mask_size, pattern, mask, border_mode, constant_border_value); + + ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); + ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); + + // Allocate tensors + src.allocator()->allocate(); + dst.allocator()->allocate(); + ARM_COMPUTE_EXPECT(!src.info()->is_resizable(), framework::LogLevel::ERRORS); + ARM_COMPUTE_EXPECT(!dst.info()->is_resizable(), framework::LogLevel::ERRORS); + + // Fill tensors + fill(AccessorType(src)); + + // Compute function + non_linear_filter.run(); + + return dst; + } + + SimpleTensor<T> compute_reference(const TensorShape &shape, DataType data_type, NonLinearFilterFunction function, unsigned int mask_size, MatrixPattern pattern, const uint8_t *mask, + BorderMode border_mode, uint8_t constant_border_value) + { + // Create reference + SimpleTensor<T> src{ shape, data_type }; + + // Fill reference + fill(src); + + return reference::non_linear_filter<T>(src, function, mask_size, pattern, mask, border_mode, constant_border_value); + } + + BorderMode _border_mode{}; + BorderSize _border_size{}; + TensorType _target{}; + SimpleTensor<T> _reference{}; +}; +} // namespace validation +} // namespace test +} // namespace arm_compute +#endif /* ARM_COMPUTE_TEST_NONLINEAR_FILTER_FIXTURE */ |