/* * 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 "Globals.h" #include "NEON/Helper.h" #include "NEON/NEAccessor.h" #include "TensorLibrary.h" #include "TypePrinter.h" #include "Utils.h" #include "validation/Datasets.h" #include "validation/Reference.h" #include "validation/Validation.h" #include "arm_compute/core/Helpers.h" #include "arm_compute/core/Types.h" #include "arm_compute/runtime/NEON/functions/NEAbsoluteDifference.h" #include "arm_compute/runtime/Tensor.h" #include "arm_compute/runtime/TensorAllocator.h" #include "boost_wrapper.h" #include #include using namespace arm_compute; using namespace arm_compute::test; using namespace arm_compute::test::neon; using namespace arm_compute::test::validation; namespace { /** Compute Neon absolute difference function. * * @param[in] shape Shape of the input and output tensors. * @param[in] dt_in0 Data type of first input tensor. * @param[in] dt_in1 Data type of second input tensor. * @param[in] dt_out Data type of the output tensor. * * @return Computed output tensor. */ Tensor compute_absolute_difference(const TensorShape &shape, DataType dt_in0, DataType dt_in1, DataType dt_out) { // Create tensors Tensor src1 = create_tensor(shape, dt_in0); Tensor src2 = create_tensor(shape, dt_in1); Tensor dst = create_tensor(shape, dt_out); // Create and configure function NEAbsoluteDifference abs_d; abs_d.configure(&src1, &src2, &dst); // Allocate tensors src1.allocator()->allocate(); src2.allocator()->allocate(); dst.allocator()->allocate(); BOOST_TEST(!src1.info()->is_resizable()); BOOST_TEST(!src2.info()->is_resizable()); BOOST_TEST(!dst.info()->is_resizable()); // Fill tensors library->fill_tensor_uniform(NEAccessor(src1), 0); library->fill_tensor_uniform(NEAccessor(src2), 1); // Compute function abs_d.run(); return dst; } void validate_configuration(const Tensor &src1, const Tensor &src2, Tensor &dst, TensorShape shape) { BOOST_TEST(src1.info()->is_resizable()); BOOST_TEST(src2.info()->is_resizable()); BOOST_TEST(dst.info()->is_resizable()); // Create and configure function NEAbsoluteDifference abs_d; abs_d.configure(&src1, &src2, &dst); // Validate valid region const ValidRegion valid_region = shape_to_valid_region(shape); validate(src1.info()->valid_region(), valid_region); validate(src2.info()->valid_region(), valid_region); validate(dst.info()->valid_region(), valid_region); // Validate padding const PaddingSize padding(0, required_padding(shape.x(), 16), 0, 0); validate(src1.info()->padding(), padding); validate(src2.info()->padding(), padding); validate(dst.info()->padding(), padding); } } // namespace #ifndef DOXYGEN_SKIP_THIS BOOST_AUTO_TEST_SUITE(NEON) BOOST_AUTO_TEST_SUITE(AbsoluteDifference) BOOST_AUTO_TEST_SUITE(U8) BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit") * boost::unit_test::label("nightly")) BOOST_DATA_TEST_CASE(Configuration, (SmallShapes() + LargeShapes()), shape) { // Create tensors Tensor src1 = create_tensor(shape, DataType::U8); Tensor src2 = create_tensor(shape, DataType::U8); Tensor dst = create_tensor(shape, DataType::U8); validate_configuration(src1, src2, dst, shape); } BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit")) BOOST_DATA_TEST_CASE(RunSmall, SmallShapes(), shape) { // Compute function Tensor dst = compute_absolute_difference(shape, DataType::U8, DataType::U8, DataType::U8); // Compute reference RawTensor ref_dst = Reference::compute_reference_absolute_difference(shape, DataType::U8, DataType::U8, DataType::U8); // Validate output validate(NEAccessor(dst), ref_dst); } BOOST_TEST_DECORATOR(*boost::unit_test::label("nightly")) BOOST_DATA_TEST_CASE(RunLarge, LargeShapes(), shape) { // Compute function Tensor dst = compute_absolute_difference(shape, DataType::U8, DataType::U8, DataType::U8); // Compute reference RawTensor ref_dst = Reference::compute_reference_absolute_difference(shape, DataType::U8, DataType::U8, DataType::U8); // Validate output validate(NEAccessor(dst), ref_dst); } BOOST_AUTO_TEST_SUITE_END() BOOST_AUTO_TEST_SUITE(S16) BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit") * boost::unit_test::label("nightly")) BOOST_DATA_TEST_CASE(Configuration, (SmallShapes() + LargeShapes()) * boost::unit_test::data::make({ DataType::U8, DataType::S16 }), shape, dt) { // Create tensors Tensor src1 = create_tensor(shape, dt); Tensor src2 = create_tensor(shape, DataType::S16); Tensor dst = create_tensor(shape, DataType::S16); validate_configuration(src1, src2, dst, shape); } BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit")) BOOST_DATA_TEST_CASE(RunSmall, SmallShapes() * boost::unit_test::data::make({ DataType::U8, DataType::S16 }), shape, dt) { // Compute function Tensor dst = compute_absolute_difference(shape, dt, DataType::S16, DataType::S16); // Compute reference RawTensor ref_dst = Reference::compute_reference_absolute_difference(shape, dt, DataType::S16, DataType::S16); // Validate output validate(NEAccessor(dst), ref_dst); } BOOST_TEST_DECORATOR(*boost::unit_test::label("nightly")) BOOST_DATA_TEST_CASE(RunLarge, LargeShapes() * boost::unit_test::data::make({ DataType::U8, DataType::S16 }), shape, dt) { // Compute function Tensor dst = compute_absolute_difference(shape, dt, DataType::S16, DataType::S16); // Compute reference RawTensor ref_dst = Reference::compute_reference_absolute_difference(shape, dt, DataType::S16, DataType::S16); // Validate output validate(NEAccessor(dst), ref_dst); } BOOST_AUTO_TEST_SUITE_END() BOOST_AUTO_TEST_SUITE_END() BOOST_AUTO_TEST_SUITE_END() #endif