/* * Copyright (c) 2018 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/Helpers.h" #include "arm_compute/core/Types.h" #include "arm_compute/core/utils/misc/ShapeCalculator.h" #include "arm_compute/runtime/CL/CLTensor.h" #include "arm_compute/runtime/CL/CLTensorAllocator.h" #include "arm_compute/runtime/CL/functions/CLStackLayer.h" #include "tests/CL/CLAccessor.h" #include "tests/CL/Helper.h" #include "tests/PaddingCalculator.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/StackLayerFixture.h" #include namespace arm_compute { namespace test { namespace validation { namespace { // *INDENT-OFF* // clang-format off /** Data types */ const auto data_types = framework::dataset::make("DataType", { DataType::QASYMM8, DataType::F16, DataType::F32 }); /** Num tensors values to test */ const auto n_values = framework::dataset::make("NumTensors", { 3, 4 }); /** Shapes 1D to test */ const auto shapes_1d_small = combine(datasets::Small1DShapes(), framework::dataset::make("Axis", -1, 2)); /** Shapes 2D to test */ const auto shapes_2d_small = combine(datasets::Small2DShapes(), framework::dataset::make("Axis", -2, 3)); /** Shapes 3D to test */ const auto shapes_3d_small = combine(datasets::Small3DShapes(), framework::dataset::make("Axis", -3, 4)); /** Shapes 4D to test */ const auto shapes_4d_small = combine(datasets::Small4DShapes(), framework::dataset::make("Axis", -4, 5)); /** Shapes 1D to test */ const auto shapes_1d_large = combine(datasets::Large1DShapes(), framework::dataset::make("Axis", -1, 2)); /** Shapes 2D to test */ const auto shapes_2d_large = combine(datasets::Large2DShapes(), framework::dataset::make("Axis", -2, 3)); /** Shapes 3D to test */ const auto shapes_3d_large = combine(datasets::Large3DShapes(), framework::dataset::make("Axis", -3, 4)); /** Shapes 4D to test */ const auto shapes_4d_large = combine(datasets::Large4DShapes(), framework::dataset::make("Axis", -4, 5)); /** Configuration test */ void validate_configuration(TensorShape shape_in, int axis, DataType data_type, int num_tensors) { // Wrap around negative values const unsigned int axis_u = wrap_around(axis, static_cast(shape_in.num_dimensions() + 1)); const TensorShape shape_dst = compute_stack_shape(TensorInfo(shape_in, 1, data_type), axis_u, num_tensors); std::vector tensors(num_tensors); std::vector src(num_tensors); // Create vector of input tensors for(int i = 0; i < num_tensors; ++i) { tensors[i] = create_tensor(shape_in, data_type); src[i] = &(tensors[i]); ARM_COMPUTE_EXPECT(src[i]->info()->is_resizable(), framework::LogLevel::ERRORS); } // Create tensors CLTensor dst = create_tensor(shape_dst, data_type); ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); // Create and configure function CLStackLayer stack; stack.configure(src, axis, &dst); } } // namespace /** Fixture to use */ template using CLStackLayerFixture = StackLayerValidationFixture; using namespace arm_compute::misc::shape_calculator; TEST_SUITE(CL) TEST_SUITE(StackLayer) TEST_SUITE(Shapes1D) DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine(shapes_1d_small, data_types), n_values), shape_in, axis, data_type, num_tensors) { validate_configuration(shape_in, axis, data_type, num_tensors); } TEST_SUITE(S32) FIXTURE_DATA_TEST_CASE(RunSmall, CLStackLayerFixture, framework::DatasetMode::ALL, combine(combine(shapes_1d_small, framework::dataset::make("DataType", { DataType::S32 })), n_values)) { // Validate output validate(CLAccessor(_target), _reference); } FIXTURE_DATA_TEST_CASE(RunLarge, CLStackLayerFixture, framework::DatasetMode::NIGHTLY, combine(combine(shapes_1d_large, framework::dataset::make("DataType", { DataType::S32 })), n_values)) { // Validate output validate(CLAccessor(_target), _reference); } TEST_SUITE_END() // S32 TEST_SUITE(S16) FIXTURE_DATA_TEST_CASE(RunSmall, CLStackLayerFixture, framework::DatasetMode::ALL, combine(combine(shapes_1d_small, framework::dataset::make("DataType", { DataType::S16 })), n_values)) { // Validate output validate(CLAccessor(_target), _reference); } FIXTURE_DATA_TEST_CASE(RunLarge, CLStackLayerFixture, framework::DatasetMode::NIGHTLY, combine(combine(shapes_1d_large, framework::dataset::make("DataType", { DataType::S16 })), n_values)) { // Validate output validate(CLAccessor(_target), _reference); } TEST_SUITE_END() // S16 TEST_SUITE(S8) FIXTURE_DATA_TEST_CASE(RunSmall, CLStackLayerFixture, framework::DatasetMode::ALL, combine(combine(shapes_1d_small, framework::dataset::make("DataType", { DataType::S8 })), n_values)) { // Validate output validate(CLAccessor(_target), _reference); } FIXTURE_DATA_TEST_CASE(RunLarge, CLStackLayerFixture, framework::DatasetMode::NIGHTLY, combine(combine(shapes_1d_large, framework::dataset::make("DataType", { DataType::S8 })), n_values)) { // Validate output validate(CLAccessor(_target), _reference); } TEST_SUITE_END() // S8 TEST_SUITE_END() // Shapes1D TEST_SUITE(Shapes2D) DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine(shapes_2d_small, data_types), n_values), shape_in, axis, data_type, num_tensors) { validate_configuration(shape_in, axis, data_type, num_tensors); } TEST_SUITE(S32) FIXTURE_DATA_TEST_CASE(RunSmall, CLStackLayerFixture, framework::DatasetMode::ALL, combine(combine(shapes_2d_small, framework::dataset::make("DataType", { DataType::S32 })), n_values)) { // Validate output validate(CLAccessor(_target), _reference); } FIXTURE_DATA_TEST_CASE(RunLarge, CLStackLayerFixture, framework::DatasetMode::NIGHTLY, combine(combine(shapes_2d_large, framework::dataset::make("DataType", { DataType::S32 })), n_values)) { // Validate output validate(CLAccessor(_target), _reference); } TEST_SUITE_END() // S32 TEST_SUITE(S16) FIXTURE_DATA_TEST_CASE(RunSmall, CLStackLayerFixture, framework::DatasetMode::ALL, combine(combine(shapes_2d_small, framework::dataset::make("DataType", { DataType::S16 })), n_values)) { // Validate output validate(CLAccessor(_target), _reference); } FIXTURE_DATA_TEST_CASE(RunLarge, CLStackLayerFixture, framework::DatasetMode::NIGHTLY, combine(combine(shapes_2d_large, framework::dataset::make("DataType", { DataType::S16 })), n_values)) { // Validate output validate(CLAccessor(_target), _reference); } TEST_SUITE_END() // S16 TEST_SUITE(S8) FIXTURE_DATA_TEST_CASE(RunSmall, CLStackLayerFixture, framework::DatasetMode::ALL, combine(combine(shapes_2d_small, framework::dataset::make("DataType", { DataType::S8 })), n_values)) { // Validate output validate(CLAccessor(_target), _reference); } FIXTURE_DATA_TEST_CASE(RunLarge, CLStackLayerFixture, framework::DatasetMode::NIGHTLY, combine(combine(shapes_2d_large, framework::dataset::make("DataType", { DataType::S8 })), n_values)) { // Validate output validate(CLAccessor(_target), _reference); } TEST_SUITE_END() // S8 TEST_SUITE_END() // Shapes2D TEST_SUITE(Shapes3D) DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine(shapes_3d_small, data_types), n_values), shape_in, axis, data_type, num_tensors) { validate_configuration(shape_in, axis, data_type, num_tensors); } TEST_SUITE(S32) FIXTURE_DATA_TEST_CASE(RunSmall, CLStackLayerFixture, framework::DatasetMode::ALL, combine(combine(shapes_3d_small, framework::dataset::make("DataType", { DataType::S32 })), n_values)) { // Validate output validate(CLAccessor(_target), _reference); } FIXTURE_DATA_TEST_CASE(RunLarge, CLStackLayerFixture, framework::DatasetMode::NIGHTLY, combine(combine(shapes_3d_large, framework::dataset::make("DataType", { DataType::S32 })), n_values)) { // Validate output validate(CLAccessor(_target), _reference); } TEST_SUITE_END() // S32 TEST_SUITE(S16) FIXTURE_DATA_TEST_CASE(RunSmall, CLStackLayerFixture, framework::DatasetMode::ALL, combine(combine(shapes_3d_small, framework::dataset::make("DataType", { DataType::S16 })), n_values)) { // Validate output validate(CLAccessor(_target), _reference); } FIXTURE_DATA_TEST_CASE(RunLarge, CLStackLayerFixture, framework::DatasetMode::NIGHTLY, combine(combine(shapes_3d_large, framework::dataset::make("DataType", { DataType::S16 })), n_values)) { // Validate output validate(CLAccessor(_target), _reference); } TEST_SUITE_END() // S16 TEST_SUITE(S8) FIXTURE_DATA_TEST_CASE(RunSmall, CLStackLayerFixture, framework::DatasetMode::ALL, combine(combine(shapes_3d_small, framework::dataset::make("DataType", { DataType::S8 })), n_values)) { // Validate output validate(CLAccessor(_target), _reference); } FIXTURE_DATA_TEST_CASE(RunLarge, CLStackLayerFixture, framework::DatasetMode::NIGHTLY, combine(combine(shapes_3d_large, framework::dataset::make("DataType", { DataType::S8 })), n_values)) { // Validate output validate(CLAccessor(_target), _reference); } TEST_SUITE_END() // S8 TEST_SUITE_END() // Shapes3D TEST_SUITE(Shapes4D) DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine(shapes_4d_small, data_types), n_values), shape_in, axis, data_type, num_tensors) { validate_configuration(shape_in, axis, data_type, num_tensors); } TEST_SUITE(S32) FIXTURE_DATA_TEST_CASE(RunSmall, CLStackLayerFixture, framework::DatasetMode::ALL, combine(combine(shapes_4d_small, framework::dataset::make("DataType", { DataType::S32 })), n_values)) { // Validate output validate(CLAccessor(_target), _reference); } FIXTURE_DATA_TEST_CASE(RunLarge, CLStackLayerFixture, framework::DatasetMode::NIGHTLY, combine(combine(shapes_4d_large, framework::dataset::make("DataType", { DataType::S32 })), n_values)) { // Validate output validate(CLAccessor(_target), _reference); } TEST_SUITE_END() // S32 TEST_SUITE(S16) FIXTURE_DATA_TEST_CASE(RunSmall, CLStackLayerFixture, framework::DatasetMode::ALL, combine(combine(shapes_4d_small, framework::dataset::make("DataType", { DataType::S16 })), n_values)) { // Validate output validate(CLAccessor(_target), _reference); } FIXTURE_DATA_TEST_CASE(RunLarge, CLStackLayerFixture, framework::DatasetMode::NIGHTLY, combine(combine(shapes_4d_large, framework::dataset::make("DataType", { DataType::S16 })), n_values)) { // Validate output validate(CLAccessor(_target), _reference); } TEST_SUITE_END() // S16 TEST_SUITE(S8) FIXTURE_DATA_TEST_CASE(RunSmall, CLStackLayerFixture, framework::DatasetMode::ALL, combine(combine(shapes_4d_small, framework::dataset::make("DataType", { DataType::S8 })), n_values)) { // Validate output validate(CLAccessor(_target), _reference); } FIXTURE_DATA_TEST_CASE(RunLarge, CLStackLayerFixture, framework::DatasetMode::NIGHTLY, combine(combine(shapes_4d_large, framework::dataset::make("DataType", { DataType::S8 })), n_values)) { // Validate output validate(CLAccessor(_target), _reference); } TEST_SUITE_END() // S8 TEST_SUITE_END() // Shapes4D TEST_SUITE_END() // StackLayer TEST_SUITE_END() // CL } // namespace validation } // namespace test } // namespace arm_compute