/* * Copyright (c) 2017-2021 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/CL/functions/CLRemap.h" #include "arm_compute/runtime/Tensor.h" #include "arm_compute/runtime/TensorAllocator.h" #include "tests/CL/CLAccessor.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/Validation.h" #include "tests/validation/fixtures/RemapFixture.h" namespace arm_compute { namespace test { namespace validation { namespace { constexpr AbsoluteTolerance tolerance_value(1); } // namespace TEST_SUITE(CL) TEST_SUITE(Remap) // *INDENT-OFF* // clang-format off DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(zip(zip(zip( framework::dataset::make("input", { TensorInfo(TensorShape(10U, 10U), 1, DataType::U8, DataLayout::NCHW), TensorInfo(TensorShape(10U, 10U), 1, DataType::U8, DataLayout::NHWC), TensorInfo(TensorShape(10U, 10U), 1, DataType::F16, DataLayout::NCHW), TensorInfo(TensorShape(10U, 10U), 1, DataType::F16, DataLayout::NHWC) }), framework::dataset::make("map_x", { TensorInfo(TensorShape(10U, 10U), 1, DataType::F32, DataLayout::NCHW), TensorInfo(TensorShape(10U, 10U), 1, DataType::F32, DataLayout::NHWC), TensorInfo(TensorShape(10U, 10U), 1, DataType::F32, DataLayout::NCHW), TensorInfo(TensorShape(10U, 10U), 1, DataType::F32, DataLayout::NHWC) })), framework::dataset::make("map_y", { TensorInfo(TensorShape(10U, 10U), 1, DataType::F32, DataLayout::NCHW), TensorInfo(TensorShape(10U, 10U), 1, DataType::F32, DataLayout::NHWC), TensorInfo(TensorShape(10U, 10U), 1, DataType::F32, DataLayout::NCHW), TensorInfo(TensorShape(10U, 10U), 1, DataType::F32, DataLayout::NHWC) })), framework::dataset::make("output", { TensorInfo(TensorShape(10U, 10U), 1, DataType::U8, DataLayout::NCHW), TensorInfo(TensorShape(10U, 10U), 1, DataType::U8, DataLayout::NHWC), TensorInfo(TensorShape(10U, 10U), 1, DataType::F16, DataLayout::NCHW), TensorInfo(TensorShape(10U, 10U), 1, DataType::F16, DataLayout::NHWC) })), framework::dataset::make("policy",{ InterpolationPolicy::NEAREST_NEIGHBOR, InterpolationPolicy::NEAREST_NEIGHBOR, InterpolationPolicy::NEAREST_NEIGHBOR, InterpolationPolicy::NEAREST_NEIGHBOR })), framework::dataset::make("border_mode",{ BorderMode::CONSTANT, BorderMode::CONSTANT, BorderMode::CONSTANT, BorderMode::CONSTANT })), framework::dataset::make("Expected", { true, // NCHW, U8 true, // NHWC, U8 false, // NCHW, F16 true // NHWC, F16 })), input, map_x, map_y, output, policy, border_mode, expected) { ARM_COMPUTE_EXPECT(bool(CLRemap::validate(&input, &map_x, &map_y, &output, policy, border_mode, PixelValue{})) == expected, framework::LogLevel::ERRORS); } // clang-format on // *INDENT-ON* template using CLRemapFixture = RemapValidationFixture; template using CLRemapLayoutFixture = RemapValidationMixedLayoutFixture; TEST_SUITE(U8) FIXTURE_DATA_TEST_CASE(RunSmall, CLRemapLayoutFixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("InterpolationPolicy", { InterpolationPolicy::NEAREST_NEIGHBOR, InterpolationPolicy::BILINEAR })), framework::dataset::make("DataType", DataType::U8)), framework::dataset::make("BorderModes", { BorderMode::UNDEFINED, BorderMode::CONSTANT })), framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }))) { // Validate output validate(CLAccessor(_target), _reference, _valid_mask, tolerance_value); } FIXTURE_DATA_TEST_CASE(RunLarge, CLRemapFixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("InterpolationPolicy", { InterpolationPolicy::NEAREST_NEIGHBOR, InterpolationPolicy::BILINEAR })), framework::dataset::make("DataType", DataType::U8)), framework::dataset::make("BorderModes", { BorderMode::UNDEFINED, BorderMode::CONSTANT }))) { // Validate output validate(CLAccessor(_target), _reference, _valid_mask, tolerance_value); } TEST_SUITE_END() // U8 TEST_SUITE(F16) FIXTURE_DATA_TEST_CASE(RunSmall, CLRemapLayoutFixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("InterpolationPolicy", { InterpolationPolicy::NEAREST_NEIGHBOR, InterpolationPolicy::BILINEAR })), framework::dataset::make("DataType", DataType::F16)), framework::dataset::make("BorderModes", { BorderMode::UNDEFINED, BorderMode::CONSTANT })), framework::dataset::make("DataLayout", DataLayout::NHWC))) { // Validate output validate(CLAccessor(_target), _reference, _valid_mask, tolerance_value); } TEST_SUITE_END() // F16 TEST_SUITE_END() TEST_SUITE_END() } // namespace validation } // namespace test } // namespace arm_compute