/* * Copyright (c) 2018-2019 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/CLTensor.h" #include "arm_compute/runtime/CL/CLTensorAllocator.h" #include "arm_compute/runtime/CL/functions/CLSelect.h" #include "tests/CL/CLAccessor.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/SelectFixture.h" namespace arm_compute { namespace test { namespace validation { namespace { auto run_small_dataset = combine(datasets::SmallShapes(), framework::dataset::make("has_same_rank", { false, true })); auto run_large_dataset = combine(datasets::LargeShapes(), framework::dataset::make("has_same_rank", { false, true })); } // namespace TEST_SUITE(CL) TEST_SUITE(Select) // *INDENT-OFF* // clang-format off DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(zip( framework::dataset::make("CInfo", { TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S8), // Invalid condition datatype TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), // Invalid output datatype TensorInfo(TensorShape(13U), 1, DataType::U8), // Invalid c shape TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), // Mismatching shapes TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), TensorInfo(TensorShape(2U), 1, DataType::U8), }), framework::dataset::make("XInfo",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), TensorInfo(TensorShape(32U, 10U, 2U), 1, DataType::F32), TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), })), framework::dataset::make("YInfo",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), })), framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S8), TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), })), framework::dataset::make("Expected", { false, false, false, false, true, true})), c_info, x_info, y_info, output_info, expected) { Status s = CLSelect::validate(&c_info.clone()->set_is_resizable(false), &x_info.clone()->set_is_resizable(false), &y_info.clone()->set_is_resizable(false), &output_info.clone()->set_is_resizable(false)); ARM_COMPUTE_EXPECT(bool(s) == expected, framework::LogLevel::ERRORS); } // clang-format on // *INDENT-ON* template using CLSelectFixture = SelectValidationFixture; TEST_SUITE(Float) TEST_SUITE(F16) DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, run_small_dataset, shape, same_rank) { const DataType dt = DataType::F16; // Create tensors CLTensor ref_c = create_tensor(detail::select_condition_shape(shape, same_rank), DataType::U8); CLTensor ref_x = create_tensor(shape, dt); CLTensor ref_y = create_tensor(shape, dt); CLTensor dst = create_tensor(shape, dt); // Create and Configure function CLSelect select; select.configure(&ref_c, &ref_x, &ref_y, &dst); // Validate valid region const ValidRegion valid_region = shape_to_valid_region(shape); validate(dst.info()->valid_region(), valid_region); // Validate padding const int step = 16 / arm_compute::data_size_from_type(dt); const PaddingSize padding = PaddingCalculator(shape.x(), step).required_padding(); if(same_rank) { validate(ref_c.info()->padding(), padding); } validate(ref_x.info()->padding(), padding); validate(ref_y.info()->padding(), padding); validate(dst.info()->padding(), padding); } FIXTURE_DATA_TEST_CASE(RunSmall, CLSelectFixture, framework::DatasetMode::PRECOMMIT, combine(run_small_dataset, framework::dataset::make("DataType", DataType::F16))) { // Validate output validate(CLAccessor(_target), _reference); } FIXTURE_DATA_TEST_CASE(RunLarge, CLSelectFixture, framework::DatasetMode::NIGHTLY, combine(run_large_dataset, framework::dataset::make("DataType", DataType::F16))) { // Validate output validate(CLAccessor(_target), _reference); } TEST_SUITE_END() // F16 TEST_SUITE(FP32) DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, run_small_dataset, shape, same_rank) { const DataType dt = DataType::F32; // Create tensors CLTensor ref_c = create_tensor(detail::select_condition_shape(shape, same_rank), DataType::U8); CLTensor ref_x = create_tensor(shape, dt); CLTensor ref_y = create_tensor(shape, dt); CLTensor dst = create_tensor(shape, dt); // Create and Configure function CLSelect select; select.configure(&ref_c, &ref_x, &ref_y, &dst); // Validate valid region const ValidRegion valid_region = shape_to_valid_region(shape); validate(dst.info()->valid_region(), valid_region); // Validate padding const int step = 16 / arm_compute::data_size_from_type(dt); const PaddingSize padding = PaddingCalculator(shape.x(), step).required_padding(); if(same_rank) { validate(ref_c.info()->padding(), padding); } validate(ref_x.info()->padding(), padding); validate(ref_y.info()->padding(), padding); validate(dst.info()->padding(), padding); } FIXTURE_DATA_TEST_CASE(RunSmall, CLSelectFixture, framework::DatasetMode::PRECOMMIT, combine(run_small_dataset, framework::dataset::make("DataType", DataType::F32))) { // Validate output validate(CLAccessor(_target), _reference); } FIXTURE_DATA_TEST_CASE(RunLarge, CLSelectFixture, framework::DatasetMode::NIGHTLY, combine(run_large_dataset, framework::dataset::make("DataType", DataType::F32))) { // Validate output validate(CLAccessor(_target), _reference); } TEST_SUITE_END() // F32 TEST_SUITE_END() // Float TEST_SUITE(Quantized) TEST_SUITE(QASYMM8) DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, run_small_dataset, shape, same_rank) { const DataType dt = DataType::QASYMM8; // Create tensors CLTensor ref_c = create_tensor(detail::select_condition_shape(shape, same_rank), DataType::U8); CLTensor ref_x = create_tensor(shape, dt); CLTensor ref_y = create_tensor(shape, dt); CLTensor dst = create_tensor(shape, dt); // Create and Configure function CLSelect select; select.configure(&ref_c, &ref_x, &ref_y, &dst); // Validate valid region const ValidRegion valid_region = shape_to_valid_region(shape); validate(dst.info()->valid_region(), valid_region); // Validate padding const int step = 16 / arm_compute::data_size_from_type(dt); const PaddingSize padding = PaddingCalculator(shape.x(), step).required_padding(); if(same_rank) { validate(ref_c.info()->padding(), padding); } validate(ref_x.info()->padding(), padding); validate(ref_y.info()->padding(), padding); validate(dst.info()->padding(), padding); } FIXTURE_DATA_TEST_CASE(RunSmall, CLSelectFixture, framework::DatasetMode::PRECOMMIT, combine(run_small_dataset, framework::dataset::make("DataType", DataType::QASYMM8))) { // Validate output validate(CLAccessor(_target), _reference); } FIXTURE_DATA_TEST_CASE(RunLarge, CLSelectFixture, framework::DatasetMode::NIGHTLY, combine(run_large_dataset, framework::dataset::make("DataType", DataType::QASYMM8))) { // Validate output validate(CLAccessor(_target), _reference); } TEST_SUITE_END() // QASYMM8 TEST_SUITE_END() // Quantized TEST_SUITE_END() // Select TEST_SUITE_END() // CL } // namespace validation } // namespace test } // namespace arm_compute