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Diffstat (limited to 'tests/validation_old/NEON/IntegralImage.cpp')
-rw-r--r-- | tests/validation_old/NEON/IntegralImage.cpp | 144 |
1 files changed, 144 insertions, 0 deletions
diff --git a/tests/validation_old/NEON/IntegralImage.cpp b/tests/validation_old/NEON/IntegralImage.cpp new file mode 100644 index 0000000000..69654b2585 --- /dev/null +++ b/tests/validation_old/NEON/IntegralImage.cpp @@ -0,0 +1,144 @@ +/* + * 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 "arm_compute/core/Helpers.h" +#include "arm_compute/core/Types.h" +#include "arm_compute/runtime/NEON/functions/NEIntegralImage.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 +{ +/** Compute Neon integral image function. + * + * @param[in] shape Shape of the input and output tensors. + * + * @return Computed output tensor. + */ +Tensor compute_integral_image(const TensorShape &shape) +{ + // Create tensors + Tensor src = create_tensor<Tensor>(shape, DataType::U8); + Tensor dst = create_tensor<Tensor>(shape, DataType::U32); + + // Create integral image configure function + NEIntegralImage integral_image; + integral_image.configure(&src, &dst); + + // Allocate tensors + src.allocator()->allocate(); + dst.allocator()->allocate(); + + BOOST_TEST(!src.info()->is_resizable()); + BOOST_TEST(!dst.info()->is_resizable()); + + // Fill tensors + library->fill_tensor_uniform(Accessor(src), 0); + + // Compute function + integral_image.run(); + + return dst; +} +} // namespace + +#ifndef DOXYGEN_SKIP_THIS +BOOST_AUTO_TEST_SUITE(NEON) +BOOST_AUTO_TEST_SUITE(IntegralImage) + +BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit") * boost::unit_test::label("nightly")) +BOOST_DATA_TEST_CASE(Configuration, SmallShapes() + LargeShapes(), shape) +{ + // Create tensors + Tensor src = create_tensor<Tensor>(shape, DataType::U8); + Tensor dst = create_tensor<Tensor>(shape, DataType::U32); + + BOOST_TEST(src.info()->is_resizable()); + BOOST_TEST(dst.info()->is_resizable()); + + // Create integral image configure function + NEIntegralImage integral_image; + integral_image.configure(&src, &dst); + + // Validate valid region + const ValidRegion valid_region = shape_to_valid_region(shape); + validate(src.info()->valid_region(), valid_region); + validate(dst.info()->valid_region(), valid_region); + + // Validate padding + const PaddingSize src_padding = PaddingCalculator(shape.x(), 16).required_padding(); + const PaddingSize dst_padding(1, src_padding.right, 0, 1); + + validate(src.info()->padding(), src_padding); + validate(dst.info()->padding(), dst_padding); +} + +BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit")) +BOOST_DATA_TEST_CASE(RunSmall, SmallShapes(), shape) +{ + // Compute function + Tensor dst = compute_integral_image(shape); + + // Compute reference + RawTensor ref_dst = Reference::compute_reference_integral_image(shape); + + // Validate output + validate(Accessor(dst), ref_dst); +} + +BOOST_TEST_DECORATOR(*boost::unit_test::label("nightly")) +BOOST_DATA_TEST_CASE(RunLarge, LargeShapes(), shape) +{ + // Compute function + Tensor dst = compute_integral_image(shape); + + // Compute reference + RawTensor ref_dst = Reference::compute_reference_integral_image(shape); + + // Validate output + validate(Accessor(dst), ref_dst); +} + +BOOST_AUTO_TEST_SUITE_END() +BOOST_AUTO_TEST_SUITE_END() +#endif /* DOXYGEN_SKIP_THIS */ |