| /* | |
| * Copyright (c) 2019-2020 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/CLTensor.h" | |
| #include "arm_compute/runtime/CL/CLTensorAllocator.h" | |
| #include "arm_compute/runtime/CL/functions/CLConcatenateLayer.h" | |
| #include "tests/CL/CLAccessor.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/ConcatenateLayerFixture.h" | |
| namespace arm_compute | |
| { | |
| namespace test | |
| { | |
| namespace validation | |
| { | |
| TEST_SUITE(CL) | |
| TEST_SUITE(BatchConcatenateLayer) | |
| // *INDENT-OFF* | |
| // clang-format off | |
| DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip( | |
| framework::dataset::make("InputInfo1", { TensorInfo(TensorShape(23U, 27U, 5U, 4U), 1, DataType::F32), // Mismatching data type input/output | |
| TensorInfo(TensorShape(20U, 27U, 4U, 4U), 1, DataType::F32), // Mismatching x dimension | |
| TensorInfo(TensorShape(23U, 26U, 4U, 3U), 1, DataType::F32), // Mismatching y dim | |
| TensorInfo(TensorShape(23U, 27U, 4U, 3U), 1, DataType::F32), // Mismatching z dim | |
| TensorInfo(TensorShape(16U, 27U, 3U, 6U), 1, DataType::F32) | |
| }), | |
| framework::dataset::make("InputInfo2", { TensorInfo(TensorShape(23U, 27U, 5U, 4U), 1, DataType::F32), | |
| TensorInfo(TensorShape(23U, 27U, 4U, 4U), 1, DataType::F32), | |
| TensorInfo(TensorShape(23U, 27U, 4U, 4U), 1, DataType::F32), | |
| TensorInfo(TensorShape(23U, 27U, 3U, 3U), 1, DataType::F32), | |
| TensorInfo(TensorShape(16U, 27U, 3U, 6U), 1, DataType::F32) | |
| })), | |
| framework::dataset::make("OutputInfo", { TensorInfo(TensorShape(23U, 27U, 5U, 4U), 1, DataType::F16), | |
| TensorInfo(TensorShape(23U, 12U, 4U, 4U), 1, DataType::F32), | |
| TensorInfo(TensorShape(23U, 27U, 4U, 4U), 1, DataType::F32), | |
| TensorInfo(TensorShape(23U, 20U, 4U, 3U), 1, DataType::F32), | |
| TensorInfo(TensorShape(16U, 27U, 3U, 12U), 1, DataType::F32) | |
| })), | |
| framework::dataset::make("Expected", { false, false, false, false, true })), | |
| input_info1, input_info2, output_info,expected) | |
| { | |
| std::vector<TensorInfo> inputs_vector_info; | |
| inputs_vector_info.emplace_back(std::move(input_info1)); | |
| inputs_vector_info.emplace_back(std::move(input_info2)); | |
| std::vector<const ITensorInfo *> inputs_vector_info_raw; | |
| inputs_vector_info_raw.reserve(inputs_vector_info.size()); | |
| for(auto &input : inputs_vector_info) | |
| { | |
| inputs_vector_info_raw.emplace_back(&input); | |
| } | |
| bool is_valid = bool(CLConcatenateLayer::validate(inputs_vector_info_raw, &output_info.clone()->set_is_resizable(false), 3)); | |
| ARM_COMPUTE_EXPECT(is_valid == expected, framework::LogLevel::ERRORS); | |
| } | |
| // clang-format on | |
| // *INDENT-ON* | |
| template <typename T> | |
| using CLBatchConcatenateLayerFixture = ConcatenateLayerValidationFixture<CLTensor, ICLTensor, CLAccessor, CLConcatenateLayer, T>; | |
| TEST_SUITE(Float) | |
| TEST_SUITE(FP16) | |
| FIXTURE_DATA_TEST_CASE(RunSmall, CLBatchConcatenateLayerFixture<half>, framework::DatasetMode::PRECOMMIT, combine(combine(concat(datasets::Small3DShapes(), datasets::Tiny4DShapes()), | |
| framework::dataset::make("DataType", | |
| DataType::F16)), | |
| framework::dataset::make("Axis", 3))) | |
| { | |
| // Validate output | |
| validate(CLAccessor(_target), _reference); | |
| } | |
| FIXTURE_DATA_TEST_CASE(RunLarge, CLBatchConcatenateLayerFixture<half>, framework::DatasetMode::NIGHTLY, combine(combine(concat(datasets::Large3DShapes(), datasets::Small4DShapes()), | |
| framework::dataset::make("DataType", | |
| DataType::F16)), | |
| framework::dataset::make("Axis", 3))) | |
| { | |
| // Validate output | |
| validate(CLAccessor(_target), _reference); | |
| } | |
| TEST_SUITE_END() | |
| TEST_SUITE(FP32) | |
| FIXTURE_DATA_TEST_CASE(RunSmall, CLBatchConcatenateLayerFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(concat(datasets::Small3DShapes(), datasets::Tiny4DShapes()), | |
| framework::dataset::make("DataType", | |
| DataType::F32)), | |
| framework::dataset::make("Axis", 3))) | |
| { | |
| // Validate output | |
| validate(CLAccessor(_target), _reference); | |
| } | |
| FIXTURE_DATA_TEST_CASE(RunLarge, CLBatchConcatenateLayerFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::ConcatenateLayerShapes(), framework::dataset::make("DataType", | |
| DataType::F32)), | |
| framework::dataset::make("Axis", 3))) | |
| { | |
| // Validate output | |
| validate(CLAccessor(_target), _reference); | |
| } | |
| TEST_SUITE_END() | |
| TEST_SUITE_END() | |
| TEST_SUITE(Quantized) | |
| TEST_SUITE(QASYMM8) | |
| FIXTURE_DATA_TEST_CASE(RunSmall, CLBatchConcatenateLayerFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(concat(datasets::Small3DShapes(), datasets::Tiny4DShapes()), | |
| framework::dataset::make("DataType", | |
| DataType::QASYMM8)), | |
| framework::dataset::make("Axis", 3))) | |
| { | |
| // Validate output | |
| validate(CLAccessor(_target), _reference); | |
| } | |
| FIXTURE_DATA_TEST_CASE(RunLarge, CLBatchConcatenateLayerFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::ConcatenateLayerShapes(), framework::dataset::make("DataType", | |
| DataType::QASYMM8)), | |
| framework::dataset::make("Axis", 3))) | |
| { | |
| // Validate output | |
| validate(CLAccessor(_target), _reference); | |
| } | |
| TEST_SUITE_END() | |
| TEST_SUITE_END() | |
| TEST_SUITE_END() | |
| TEST_SUITE_END() | |
| } // namespace validation | |
| } // namespace test | |
| } // namespace arm_compute |