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Diffstat (limited to 'tests/validation_old/NEON/Sobel5x5.cpp')
-rw-r--r-- | tests/validation_old/NEON/Sobel5x5.cpp | 204 |
1 files changed, 204 insertions, 0 deletions
diff --git a/tests/validation_old/NEON/Sobel5x5.cpp b/tests/validation_old/NEON/Sobel5x5.cpp new file mode 100644 index 0000000000..2f26e62e83 --- /dev/null +++ b/tests/validation_old/NEON/Sobel5x5.cpp @@ -0,0 +1,204 @@ +/* + * 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 "NEON/Accessor.h" +#include "PaddingCalculator.h" +#include "TypePrinter.h" +#include "Utils.h" +#include "tests/AssetsLibrary.h" +#include "tests/Globals.h" +#include "tests/validation_old/Datasets.h" +#include "tests/validation_old/Reference.h" +#include "tests/validation_old/Validation.h" +#include "tests/validation_old/ValidationUserConfiguration.h" + +#include "arm_compute/core/Helpers.h" +#include "arm_compute/core/Types.h" +#include "arm_compute/runtime/NEON/functions/NESobel5x5.h" +#include "arm_compute/runtime/Tensor.h" +#include "arm_compute/runtime/TensorAllocator.h" + +#include "tests/validation_old/boost_wrapper.h" + +#include <random> +#include <string> + +using namespace arm_compute; +using namespace arm_compute::test; +using namespace arm_compute::test::validation; + +namespace +{ +constexpr unsigned int filter_size = 5; /** Size of the kernel/filter in number of elements. */ +constexpr BorderSize border_size(filter_size / 2); /** Border size of the kernel/filter around its central element. */ + +/** Compute Neon Sobel 5x5 function. + * + * @param[in] shape Shape of the input and output tensors. + * @param[in] border_mode BorderMode used by the input tensor + * @param[in] constant_border_value Constant to use if @p border_mode == CONSTANT + * + * @return Computed output tensor. + */ +std::pair<Tensor, Tensor> compute_sobel_5x5(const TensorShape &shape, BorderMode border_mode, uint8_t constant_border_value) +{ + // Create tensors + Tensor src = create_tensor<Tensor>(shape, DataType::U8); + Tensor dst_x = create_tensor<Tensor>(shape, DataType::S16); + Tensor dst_y = create_tensor<Tensor>(shape, DataType::S16); + + src.info()->set_format(Format::U8); + dst_x.info()->set_format(Format::S16); + dst_y.info()->set_format(Format::S16); + + // Create sobel image configure function + NESobel5x5 sobel_5x5; + sobel_5x5.configure(&src, &dst_x, &dst_y, border_mode, constant_border_value); + + // Allocate tensors + src.allocator()->allocate(); + dst_x.allocator()->allocate(); + dst_y.allocator()->allocate(); + + BOOST_TEST(!src.info()->is_resizable()); + BOOST_TEST(!dst_x.info()->is_resizable()); + BOOST_TEST(!dst_y.info()->is_resizable()); + + // Fill tensors + library->fill_tensor_uniform(Accessor(src), 0); + + // Compute function + sobel_5x5.run(); + + return std::make_pair(std::move(dst_x), std::move(dst_y)); +} +} // namespace + +#ifndef DOXYGEN_SKIP_THIS +BOOST_AUTO_TEST_SUITE(NEON) +BOOST_AUTO_TEST_SUITE(Sobel5x5) + +BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit") * boost::unit_test::label("nightly")) +BOOST_DATA_TEST_CASE(Configuration, (SmallShapes() + LargeShapes()) * BorderModes(), shape, border_mode) +{ + // Create tensors + Tensor src = create_tensor<Tensor>(shape, DataType::U8); + Tensor dst_x = create_tensor<Tensor>(shape, DataType::S16); + Tensor dst_y = create_tensor<Tensor>(shape, DataType::S16); + + src.info()->set_format(Format::U8); + dst_x.info()->set_format(Format::S16); + dst_y.info()->set_format(Format::S16); + + BOOST_TEST(src.info()->is_resizable()); + BOOST_TEST(dst_x.info()->is_resizable()); + BOOST_TEST(dst_y.info()->is_resizable()); + + // Create sobel 5x5 configure function + NESobel5x5 sobel_5x5; + sobel_5x5.configure(&src, &dst_x, &dst_y, border_mode); + + // Validate valid region + const ValidRegion src_valid_region = shape_to_valid_region(shape); + const ValidRegion dst_valid_region = shape_to_valid_region(shape, border_mode == BorderMode::UNDEFINED, border_size); + + validate(src.info()->valid_region(), src_valid_region); + validate(dst_x.info()->valid_region(), dst_valid_region); + validate(dst_y.info()->valid_region(), dst_valid_region); + + // Validate padding + PaddingCalculator calculator(shape.x(), 16); + + calculator.set_border_mode(border_mode); + calculator.set_border_size(2); + + const PaddingSize dst_padding = calculator.required_padding(); + + calculator.set_processed_elements(8); + calculator.set_access_offset(-2); + + const PaddingSize src_padding = calculator.required_padding(); + + validate(src.info()->padding(), src_padding); + validate(dst_x.info()->padding(), dst_padding); + validate(dst_y.info()->padding(), dst_padding); +} + +BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit")) +BOOST_DATA_TEST_CASE(RunSmall, SmallShapes() * BorderModes(), shape, border_mode) +{ + uint8_t constant_border_value = 0; + + // Generate a random constant value if border_mode is constant + if(border_mode == BorderMode::CONSTANT) + { + std::mt19937 gen(user_config.seed.get()); + std::uniform_int_distribution<uint8_t> distribution(0, 255); + constant_border_value = distribution(gen); + } + + // Compute function + std::pair<Tensor, Tensor> dst = compute_sobel_5x5(shape, border_mode, constant_border_value); + + // Compute reference + std::pair<RawTensor, RawTensor> ref_dst = Reference::compute_reference_sobel_5x5(shape, border_mode, constant_border_value); + + // Calculate valid region + const ValidRegion valid_region = shape_to_valid_region(shape, border_mode == BorderMode::UNDEFINED, border_size); + + // Validate output + validate(Accessor(dst.first), ref_dst.first, valid_region); + validate(Accessor(dst.second), ref_dst.second, valid_region); +} + +BOOST_TEST_DECORATOR(*boost::unit_test::label("nightly")) +BOOST_DATA_TEST_CASE(RunLarge, LargeShapes() * BorderModes(), shape, border_mode) +{ + uint8_t constant_border_value = 0; + + // Generate a random constant value if border_mode is constant + if(border_mode == BorderMode::CONSTANT) + { + std::mt19937 gen(user_config.seed.get()); + std::uniform_int_distribution<uint8_t> distribution(0, 255); + constant_border_value = distribution(gen); + } + + // Compute function + std::pair<Tensor, Tensor> dst = compute_sobel_5x5(shape, border_mode, constant_border_value); + + // Compute reference + std::pair<RawTensor, RawTensor> ref_dst = Reference::compute_reference_sobel_5x5(shape, border_mode, constant_border_value); + + // Calculate valid region + const ValidRegion valid_region = shape_to_valid_region(shape, border_mode == BorderMode::UNDEFINED, border_size); + + // Validate output + validate(Accessor(dst.first), ref_dst.first, valid_region); + validate(Accessor(dst.second), ref_dst.second, valid_region); +} + +BOOST_AUTO_TEST_SUITE_END() +BOOST_AUTO_TEST_SUITE_END() +#endif /* DOXYGEN_SKIP_THIS */ |