| /* |
| * Copyright (c) 2017-2020 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/CLConvolution.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/ConvolutionFixture.h" |
| |
| namespace arm_compute |
| { |
| namespace test |
| { |
| namespace validation |
| { |
| TEST_SUITE(CL) |
| TEST_SUITE(CustomConvolution) |
| TEST_SUITE(Square3x3) |
| template <typename T> |
| using CLConvolutionFixture = ConvolutionSquareValidationFixture<CLTensor, CLAccessor, CLConvolution3x3, T>; |
| |
| TEST_SUITE(U8) |
| FIXTURE_DATA_TEST_CASE(RunLarge, CLConvolutionFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), |
| framework::dataset::make("DataType", |
| DataType::U8)), |
| datasets::BorderModes()), |
| framework::dataset::make("filter_size", { 3 }))) |
| { |
| // Validate output |
| validate(CLAccessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(_height / 2, _width / 2))); |
| } |
| TEST_SUITE_END() // U8 |
| |
| TEST_SUITE(S16) |
| FIXTURE_DATA_TEST_CASE(RunLarge, CLConvolutionFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), |
| framework::dataset::make("DataType", |
| DataType::S16)), |
| datasets::BorderModes()), |
| framework::dataset::make("filter_size", { 3 }))) |
| { |
| // Validate output |
| validate(CLAccessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(_height / 2, _width / 2))); |
| } |
| TEST_SUITE_END() // S16 |
| TEST_SUITE_END() // Square 3x3 |
| |
| TEST_SUITE(Square5x5) |
| template <typename T> |
| using CLConvolutionFixture = ConvolutionSquareValidationFixture<CLTensor, CLAccessor, CLConvolution5x5, T>; |
| |
| TEST_SUITE(U8) |
| FIXTURE_DATA_TEST_CASE(RunLarge, CLConvolutionFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), |
| framework::dataset::make("DataType", |
| DataType::U8)), |
| datasets::BorderModes()), |
| framework::dataset::make("filter_size", { 5 }))) |
| { |
| // Validate output |
| validate(CLAccessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(_height / 2, _width / 2))); |
| } |
| TEST_SUITE_END() // U8 |
| |
| TEST_SUITE(S16) |
| FIXTURE_DATA_TEST_CASE(RunLarge, CLConvolutionFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), |
| framework::dataset::make("DataType", |
| DataType::S16)), |
| datasets::BorderModes()), |
| framework::dataset::make("filter_size", { 5 }))) |
| { |
| // Validate output |
| validate(CLAccessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(_height / 2, _width / 2))); |
| } |
| TEST_SUITE_END() // S16 |
| TEST_SUITE_END() // Square5x5 |
| |
| TEST_SUITE(Square7x7) |
| template <typename T> |
| using CLConvolutionFixture = ConvolutionSquareValidationFixture<CLTensor, CLAccessor, CLConvolution7x7, T>; |
| |
| TEST_SUITE(U8) |
| FIXTURE_DATA_TEST_CASE(RunLarge, CLConvolutionFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), |
| framework::dataset::make("DataType", |
| DataType::U8)), |
| datasets::BorderModes()), |
| framework::dataset::make("filter_size", { 7 }))) |
| { |
| // Validate output |
| validate(CLAccessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(_height / 2, _width / 2))); |
| } |
| TEST_SUITE_END() // U8 |
| |
| TEST_SUITE(S16) |
| FIXTURE_DATA_TEST_CASE(RunLarge, CLConvolutionFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), |
| framework::dataset::make("DataType", |
| DataType::S16)), |
| datasets::BorderModes()), |
| framework::dataset::make("filter_size", { 7 }))) |
| { |
| // Validate output |
| validate(CLAccessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(_height / 2, _width / 2))); |
| } |
| TEST_SUITE_END() // S16 |
| TEST_SUITE_END() // Square7x7 |
| |
| TEST_SUITE(Square9x9) |
| |
| template <typename T> |
| using CLConvolutionFixture = ConvolutionSquareValidationFixture<CLTensor, CLAccessor, CLConvolution9x9, T>; |
| |
| TEST_SUITE(U8) |
| FIXTURE_DATA_TEST_CASE(RunLarge, CLConvolutionFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), |
| framework::dataset::make("DataType", |
| DataType::U8)), |
| datasets::BorderModes()), |
| framework::dataset::make("filter_size", { 9 }))) |
| { |
| // Validate output |
| validate(CLAccessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(_height / 2, _width / 2))); |
| } |
| TEST_SUITE_END() // U8 |
| |
| TEST_SUITE(S16) |
| FIXTURE_DATA_TEST_CASE(RunLarge, CLConvolutionFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), |
| framework::dataset::make("DataType", |
| DataType::S16)), |
| datasets::BorderModes()), |
| framework::dataset::make("filter_size", { 9 }))) |
| { |
| // Validate output |
| validate(CLAccessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(_height / 2, _width / 2))); |
| } |
| TEST_SUITE_END() // S16 |
| TEST_SUITE_END() // Square9x9 |
| |
| TEST_SUITE(Rectangle) |
| template <typename T> |
| using CLConvolutionFixture = ConvolutionRectangleValidationFixture<CLTensor, CLAccessor, CLConvolutionRectangle, T>; |
| |
| TEST_SUITE(U8) |
| FIXTURE_DATA_TEST_CASE(RunLarge, CLConvolutionFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), |
| framework::dataset::make("DataType", |
| DataType::U8)), |
| datasets::BorderModes()), |
| framework::dataset::make("filter_width", { 3, 5, 7, 9 })), |
| framework::dataset::make("filter_height", { 3, 5, 7, 9 }))) |
| { |
| // Validate output |
| validate(CLAccessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(_height / 2, _width / 2))); |
| } |
| TEST_SUITE_END() // U8 |
| |
| TEST_SUITE(S16) |
| FIXTURE_DATA_TEST_CASE(RunLarge, CLConvolutionFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), |
| framework::dataset::make("DataType", |
| DataType::S16)), |
| datasets::BorderModes()), |
| framework::dataset::make("filter_width", { 3, 5, 7, 9 })), |
| framework::dataset::make("filter_height", { 3, 5, 7, 9 }))) |
| { |
| // Validate output |
| validate(CLAccessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(_height / 2, _width / 2))); |
| } |
| TEST_SUITE_END() // S16 |
| TEST_SUITE_END() // Rectangle |
| |
| TEST_SUITE(Separable5x5) |
| template <typename T> |
| using CLConvolutionFixture = ConvolutionSeparableValidationFixture<CLTensor, CLAccessor, CLConvolution5x5, T>; |
| |
| TEST_SUITE(U8) |
| FIXTURE_DATA_TEST_CASE(RunLarge, CLConvolutionFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), |
| framework::dataset::make("DataType", |
| DataType::U8)), |
| datasets::BorderModes()), |
| framework::dataset::make("filter_size", { 5 }))) |
| { |
| // Validate output |
| validate(CLAccessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(_height / 2, _width / 2))); |
| } |
| TEST_SUITE_END() // U8 |
| |
| TEST_SUITE(S16) |
| FIXTURE_DATA_TEST_CASE(RunLarge, CLConvolutionFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), |
| framework::dataset::make("DataType", |
| DataType::S16)), |
| datasets::BorderModes()), |
| framework::dataset::make("filter_size", { 5 }))) |
| { |
| // Validate output |
| validate(CLAccessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(_height / 2, _width / 2))); |
| } |
| TEST_SUITE_END() // S16 |
| TEST_SUITE_END() // Separable5x5 |
| |
| TEST_SUITE(Separable7x7) |
| template <typename T> |
| using CLConvolutionFixture = ConvolutionSeparableValidationFixture<CLTensor, CLAccessor, CLConvolution7x7, T>; |
| |
| TEST_SUITE(U8) |
| FIXTURE_DATA_TEST_CASE(RunLarge, CLConvolutionFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), |
| framework::dataset::make("DataType", |
| DataType::U8)), |
| datasets::BorderModes()), |
| framework::dataset::make("filter_size", { 7 }))) |
| { |
| // Validate output |
| validate(CLAccessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(_height / 2, _width / 2))); |
| } |
| TEST_SUITE_END() // U8 |
| |
| TEST_SUITE(S16) |
| FIXTURE_DATA_TEST_CASE(RunLarge, CLConvolutionFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), |
| framework::dataset::make("DataType", |
| DataType::S16)), |
| datasets::BorderModes()), |
| framework::dataset::make("filter_size", { 7 }))) |
| { |
| // Validate output |
| validate(CLAccessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(_height / 2, _width / 2))); |
| } |
| TEST_SUITE_END() // S16 |
| TEST_SUITE_END() // Separable7x7 |
| |
| TEST_SUITE(Separable9x9) |
| template <typename T> |
| using CLConvolutionFixture = ConvolutionSeparableValidationFixture<CLTensor, CLAccessor, CLConvolution9x9, T>; |
| |
| TEST_SUITE(U8) |
| FIXTURE_DATA_TEST_CASE(RunLarge, CLConvolutionFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), |
| framework::dataset::make("DataType", |
| DataType::U8)), |
| datasets::BorderModes()), |
| framework::dataset::make("filter_size", { 9 }))) |
| { |
| // Validate output |
| validate(CLAccessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(_height / 2, _width / 2))); |
| } |
| TEST_SUITE_END() // U8 |
| |
| TEST_SUITE(S16) |
| FIXTURE_DATA_TEST_CASE(RunLarge, CLConvolutionFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), |
| framework::dataset::make("DataType", |
| DataType::S16)), |
| datasets::BorderModes()), |
| framework::dataset::make("filter_size", { 9 }))) |
| { |
| // Validate output |
| validate(CLAccessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(_height / 2, _width / 2))); |
| } |
| TEST_SUITE_END() |
| TEST_SUITE_END() // Separable9x9 |
| |
| TEST_SUITE_END() // Custom Convolution |
| TEST_SUITE_END() // CL |
| } // namespace validation |
| } // namespace test |
| } // namespace arm_compute |