| /* | |
| * 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/CLChannelShuffleLayer.h" | |
| #include "tests/CL/CLAccessor.h" | |
| #include "tests/datasets/ChannelShuffleLayerDataset.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/ChannelShuffleLayerFixture.h" | |
| namespace arm_compute | |
| { | |
| namespace test | |
| { | |
| namespace validation | |
| { | |
| TEST_SUITE(CL) | |
| TEST_SUITE(ChannelShuffle) | |
| // *INDENT-OFF* | |
| // clang-format off | |
| DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip( | |
| framework::dataset::make("InputInfo", { TensorInfo(TensorShape(4U, 4U, 4U), 1, DataType::F32), // Invalid num groups | |
| TensorInfo(TensorShape(4U, 4U, 4U), 1, DataType::U8), // Mismatching data_type | |
| TensorInfo(TensorShape(4U, 5U, 4U), 1, DataType::F32), // Mismatching shapes | |
| TensorInfo(TensorShape(4U, 4U, 4U), 1, DataType::F32), // Num groups == channels | |
| TensorInfo(TensorShape(4U, 4U, 4U), 1, DataType::F32), // (channels % num_groups) != 0 | |
| TensorInfo(TensorShape(4U, 4U, 4U), 1, DataType::F32), // Valid | |
| }), | |
| framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(4U, 4U, 4U), 1, DataType::F32), | |
| TensorInfo(TensorShape(4U, 4U, 4U), 1, DataType::F32), | |
| TensorInfo(TensorShape(4U, 4U, 4U), 1, DataType::F32), | |
| TensorInfo(TensorShape(4U, 4U, 4U), 1, DataType::F32), | |
| TensorInfo(TensorShape(4U, 4U, 4U), 1, DataType::F32), | |
| TensorInfo(TensorShape(4U, 4U, 4U), 1, DataType::F32), | |
| })), | |
| framework::dataset::make("NumGroups",{ 1, 2, 2, 4, 3, 2, | |
| })), | |
| framework::dataset::make("Expected", { false, false, false, false, false, true})), | |
| input_info, output_info, num_groups, expected) | |
| { | |
| ARM_COMPUTE_EXPECT(bool(CLChannelShuffleLayer::validate(&input_info.clone()->set_is_resizable(false), &output_info.clone()->set_is_resizable(false), num_groups)) == expected, framework::LogLevel::ERRORS); | |
| } | |
| // clang-format on | |
| // *INDENT-ON* | |
| template <typename T> | |
| using CLChannelShuffleLayerFixture = ChannelShuffleLayerValidationFixture<CLTensor, CLAccessor, CLChannelShuffleLayer, T>; | |
| TEST_SUITE(U8) | |
| FIXTURE_DATA_TEST_CASE(RunSmall, CLChannelShuffleLayerFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallRandomChannelShuffleLayerDataset(), | |
| framework::dataset::make("DataType", DataType::U8)), | |
| framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }))) | |
| { | |
| // Validate output | |
| validate(CLAccessor(_target), _reference); | |
| } | |
| FIXTURE_DATA_TEST_CASE(RunLarge, CLChannelShuffleLayerFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeRandomChannelShuffleLayerDataset(), | |
| framework::dataset::make("DataType", | |
| DataType::U8)), | |
| framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }))) | |
| { | |
| // Validate output | |
| validate(CLAccessor(_target), _reference); | |
| } | |
| TEST_SUITE_END() | |
| TEST_SUITE(Float) | |
| TEST_SUITE(FP16) | |
| FIXTURE_DATA_TEST_CASE(RunSmall, CLChannelShuffleLayerFixture<half>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallRandomChannelShuffleLayerDataset(), | |
| framework::dataset::make("DataType", | |
| DataType::F16)), | |
| framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }))) | |
| { | |
| // Validate output | |
| validate(CLAccessor(_target), _reference); | |
| } | |
| FIXTURE_DATA_TEST_CASE(RunLarge, CLChannelShuffleLayerFixture<half>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeRandomChannelShuffleLayerDataset(), | |
| framework::dataset::make("DataType", | |
| DataType::F16)), | |
| framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }))) | |
| { | |
| // Validate output | |
| validate(CLAccessor(_target), _reference); | |
| } | |
| TEST_SUITE_END() | |
| TEST_SUITE(FP32) | |
| FIXTURE_DATA_TEST_CASE(RunSmall, CLChannelShuffleLayerFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallRandomChannelShuffleLayerDataset(), | |
| framework::dataset::make("DataType", | |
| DataType::F32)), | |
| framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }))) | |
| { | |
| // Validate output | |
| validate(CLAccessor(_target), _reference); | |
| } | |
| FIXTURE_DATA_TEST_CASE(RunLarge, CLChannelShuffleLayerFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeRandomChannelShuffleLayerDataset(), | |
| framework::dataset::make("DataType", | |
| DataType::F32)), | |
| framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }))) | |
| { | |
| // 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 |