| /* |
| * 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<uint8_t> 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 <typename T> |
| using CLRemapFixture = RemapValidationFixture<CLTensor, CLAccessor, CLRemap, T>; |
| template <typename T> |
| using CLRemapLayoutFixture = RemapValidationMixedLayoutFixture<CLTensor, CLAccessor, CLRemap, T>; |
| |
| TEST_SUITE(U8) |
| FIXTURE_DATA_TEST_CASE(RunSmall, CLRemapLayoutFixture<uint8_t>, 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<uint8_t>, 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<half>, 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 |
