| /* |
| * Copyright (c) 2018-2020 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/CLSplit.h" |
| |
| #include "tests/CL/CLAccessor.h" |
| #include "tests/datasets/SplitDataset.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/SplitFixture.h" |
| |
| namespace arm_compute |
| { |
| namespace test |
| { |
| namespace validation |
| { |
| TEST_SUITE(CL) |
| TEST_SUITE(Split) |
| |
| // *INDENT-OFF* |
| // clang-format off |
| DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip( |
| framework::dataset::make("InputInfo", { TensorInfo(TensorShape(27U, 3U, 16U, 2U), 1, DataType::F32), // Invalid axis |
| TensorInfo(TensorShape(27U, 3U, 16U, 2U), 1, DataType::F32), // Invalid number of splits |
| TensorInfo(TensorShape(27U, 3U, 16U, 2U), 1, DataType::F32) |
| }), |
| framework::dataset::make("Axis", { 4, 2, 2 })), |
| framework::dataset::make("Splits", { 4, 5, 4 })), |
| framework::dataset::make("Expected", { false, false, true })), |
| input_info, axis, splits, expected) |
| { |
| std::vector<TensorInfo> outputs_info(splits); |
| std::vector<ITensorInfo*> outputs_info_ptr; |
| outputs_info_ptr.reserve(splits); |
| for(auto &output_info : outputs_info) |
| { |
| outputs_info_ptr.emplace_back(&output_info); |
| } |
| const Status status = CLSplit::validate(&input_info.clone()->set_is_resizable(false), outputs_info_ptr, axis); |
| ARM_COMPUTE_EXPECT(bool(status) == expected, framework::LogLevel::ERRORS); |
| } |
| |
| DATA_TEST_CASE(ValidateSplitShapes, framework::DatasetMode::ALL, zip(zip(zip( |
| framework::dataset::make("InputInfo", { TensorInfo(TensorShape(27U, 3U, 16U, 2U), 1, DataType::F32), |
| TensorInfo(TensorShape(27U, 3U, 16U, 2U), 1, DataType::F32) |
| }), |
| framework::dataset::make("Axis", { 2, 2 })), |
| framework::dataset::make("Splits", { std::vector<TensorInfo>{TensorInfo(TensorShape(27U, 3U, 4U, 2U), 1, DataType::F32), |
| TensorInfo(TensorShape(27U, 3U, 4U, 2U), 1, DataType::F32), |
| TensorInfo(TensorShape(27U, 3U, 8U, 2U), 1, DataType::F32)}, |
| std::vector<TensorInfo>{TensorInfo(TensorShape(27U, 3U, 3U, 2U), 1, DataType::F32), |
| TensorInfo(TensorShape(27U, 3U, 13U, 2U), 1, DataType::F32)} })), |
| framework::dataset::make("Expected", { true, true })), |
| input_info, axis, splits, expected) |
| { |
| std::vector<ITensorInfo*> outputs_info_ptr; |
| |
| for(auto &split : splits) |
| { |
| outputs_info_ptr.emplace_back(const_cast<TensorInfo*>(&split)); |
| } |
| const Status status = CLSplit::validate(&input_info.clone()->set_is_resizable(false), outputs_info_ptr, axis); |
| ARM_COMPUTE_EXPECT(bool(status) == expected, framework::LogLevel::ERRORS); |
| } |
| // clang-format on |
| // *INDENT-ON* |
| |
| template <typename T> |
| using CLSplitFixture = SplitFixture<CLTensor, ICLTensor, CLAccessor, CLSplit, T>; |
| |
| template <typename T> |
| using CLSplitShapesFixture = SplitShapesFixture<CLTensor, ICLTensor, CLAccessor, CLSplit, T>; |
| |
| TEST_SUITE(Float) |
| TEST_SUITE(FP16) |
| FIXTURE_DATA_TEST_CASE(RunSmall, |
| CLSplitFixture<half>, |
| framework::DatasetMode::PRECOMMIT, |
| combine(datasets::SmallSplitDataset(), framework::dataset::make("DataType", DataType::F16))) |
| { |
| // Validate outputs |
| for(unsigned int i = 0; i < _target.size(); ++i) |
| { |
| validate(CLAccessor(_target[i]), _reference[i]); |
| } |
| } |
| |
| FIXTURE_DATA_TEST_CASE(RunLarge, |
| CLSplitFixture<half>, |
| framework::DatasetMode::NIGHTLY, |
| combine(datasets::LargeSplitDataset(), framework::dataset::make("DataType", DataType::F16))) |
| { |
| // Validate outputs |
| for(unsigned int i = 0; i < _target.size(); ++i) |
| { |
| validate(CLAccessor(_target[i]), _reference[i]); |
| } |
| } |
| |
| FIXTURE_DATA_TEST_CASE(RunSmallSplitShapes, |
| CLSplitShapesFixture<half>, |
| framework::DatasetMode::PRECOMMIT, |
| combine(datasets::SmallSplitShapesDataset(), framework::dataset::make("DataType", DataType::F16))) |
| { |
| // Validate outputs |
| for(unsigned int i = 0; i < _target.size(); ++i) |
| { |
| validate(CLAccessor(_target[i]), _reference[i]); |
| } |
| } |
| TEST_SUITE_END() // FP16 |
| |
| TEST_SUITE(FP32) |
| FIXTURE_DATA_TEST_CASE(RunSmall, |
| CLSplitFixture<float>, |
| framework::DatasetMode::PRECOMMIT, |
| combine(datasets::SmallSplitDataset(), framework::dataset::make("DataType", DataType::F32))) |
| { |
| // Validate outputs |
| for(unsigned int i = 0; i < _target.size(); ++i) |
| { |
| validate(CLAccessor(_target[i]), _reference[i]); |
| } |
| } |
| |
| FIXTURE_DATA_TEST_CASE(RunLarge, |
| CLSplitFixture<float>, |
| framework::DatasetMode::NIGHTLY, |
| combine(datasets::LargeSplitDataset(), framework::dataset::make("DataType", DataType::F32))) |
| { |
| // Validate outputs |
| for(unsigned int i = 0; i < _target.size(); ++i) |
| { |
| validate(CLAccessor(_target[i]), _reference[i]); |
| } |
| } |
| |
| FIXTURE_DATA_TEST_CASE(RunSmallSplitShapes, |
| CLSplitShapesFixture<float>, |
| framework::DatasetMode::PRECOMMIT, |
| combine(datasets::SmallSplitShapesDataset(), framework::dataset::make("DataType", DataType::F32))) |
| { |
| // Validate outputs |
| for(unsigned int i = 0; i < _target.size(); ++i) |
| { |
| validate(CLAccessor(_target[i]), _reference[i]); |
| } |
| } |
| TEST_SUITE_END() // FP32 |
| TEST_SUITE_END() // Float |
| |
| TEST_SUITE_END() // Split |
| TEST_SUITE_END() // CL |
| } // namespace validation |
| } // namespace test |
| } // namespace arm_compute |