| /* |
| * 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/functions/CLReorgLayer.h" |
| #include "tests/CL/CLAccessor.h" |
| #include "tests/CL/Helper.h" |
| #include "tests/PaddingCalculator.h" |
| #include "tests/datasets/ReorgLayerDataset.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/ReorgLayerFixture.h" |
| |
| namespace arm_compute |
| { |
| namespace test |
| { |
| namespace validation |
| { |
| TEST_SUITE(CL) |
| TEST_SUITE(ReorgLayer) |
| |
| // *INDENT-OFF* |
| // clang-format off |
| DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip( |
| framework::dataset::make("InputInfo", { TensorInfo(TensorShape(10U, 12U, 1U, 2U), 1, DataType::S64), // Wrong output tensor |
| TensorInfo(TensorShape(10U, 12U, 1U, 2U), 1, DataType::F32), |
| TensorInfo(TensorShape(10U, 12U, 1U, 2U), 1, DataType::F32), // Wrong output tensor |
| TensorInfo(TensorShape(3U, 12U, 4U, 2U), 1, DataType::F32), |
| TensorInfo(TensorShape(3U, 12U, 4U, 2U), 1, DataType::F32), // Wrong data type |
| }), |
| framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(3U, 4U, 10U, 2U), 1, DataType::S64), |
| TensorInfo(TensorShape(5U, 6U, 4U, 2U), 1, DataType::F32), |
| TensorInfo(TensorShape(5U, 6U, 2, 2U), 1, DataType::F32), |
| TensorInfo(TensorShape(1U, 4U, 36U, 2U), 1, DataType::F32), |
| TensorInfo(TensorShape(1U, 4U, 36U, 2U), 1, DataType::F16), |
| })), |
| framework::dataset::make("Stride", { 2, 2, 4, 3 })), |
| framework::dataset::make("Expected", { false, true, false, true, false })), |
| input_info, output_info, stride, expected) |
| { |
| bool status = bool(CLReorgLayer::validate(&input_info, &output_info, stride)); |
| ARM_COMPUTE_EXPECT(status == expected, framework::LogLevel::ERRORS); |
| } |
| // clang-format on |
| // *INDENT-ON* |
| |
| DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine(datasets::SmallReorgLayerDataset(), |
| framework::dataset::make("DataType", { DataType::F32, DataType::F16, DataType::QASYMM8 })), |
| framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })), |
| shape, stride, data_type, data_layout) |
| { |
| // Permute the tensor shape in case of NHWC data layout |
| TensorShape shape_to_use = shape; |
| if(data_layout == DataLayout::NHWC) |
| { |
| permute(shape_to_use, PermutationVector(2U, 0U, 1U)); |
| } |
| |
| // Create tensors |
| CLTensor src = create_tensor<CLTensor>(shape_to_use, data_type, 1, QuantizationInfo(), data_layout); |
| CLTensor dst; |
| |
| ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); |
| |
| // Create and configure function |
| CLReorgLayer reorg_layer; |
| |
| // Auto-initialize the output within the function |
| reorg_layer.configure(&src, &dst, stride); |
| |
| // Validate valid region |
| const ValidRegion src_valid_region = shape_to_valid_region(shape_to_use); |
| const ValidRegion dst_valid_region = shape_to_valid_region(dst.info()->tensor_shape()); |
| validate(src.info()->valid_region(), src_valid_region); |
| validate(dst.info()->valid_region(), dst_valid_region); |
| |
| // Validate padding |
| const int step = 1; |
| const PaddingSize src_padding = PaddingCalculator(shape_to_use.x(), step).required_padding(); |
| const PaddingSize dst_padding = PaddingCalculator(dst.info()->tensor_shape().x(), step).required_padding(); |
| validate(src.info()->padding(), src_padding); |
| validate(dst.info()->padding(), dst_padding); |
| } |
| |
| template <typename T> |
| using CLReorgLayerFixture = ReorgLayerValidationFixture<CLTensor, CLAccessor, CLReorgLayer, T>; |
| |
| TEST_SUITE(S32) |
| FIXTURE_DATA_TEST_CASE(RunSmall, CLReorgLayerFixture<int32_t>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallReorgLayerDataset(), framework::dataset::make("DataType", |
| DataType::S32)), |
| framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }))) |
| { |
| // Validate output |
| validate(CLAccessor(_target), _reference); |
| } |
| |
| FIXTURE_DATA_TEST_CASE(RunLarge, CLReorgLayerFixture<int32_t>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeReorgLayerDataset(), framework::dataset::make("DataType", |
| DataType::S32)), |
| framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }))) |
| { |
| // Validate output |
| validate(CLAccessor(_target), _reference); |
| } |
| TEST_SUITE_END() // S32 |
| |
| TEST_SUITE(S16) |
| FIXTURE_DATA_TEST_CASE(RunSmall, CLReorgLayerFixture<int16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallReorgLayerDataset(), framework::dataset::make("DataType", |
| DataType::S16)), |
| framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }))) |
| { |
| // Validate output |
| validate(CLAccessor(_target), _reference); |
| } |
| |
| FIXTURE_DATA_TEST_CASE(RunLarge, CLReorgLayerFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeReorgLayerDataset(), framework::dataset::make("DataType", |
| DataType::S16)), |
| framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }))) |
| { |
| // Validate output |
| validate(CLAccessor(_target), _reference); |
| } |
| TEST_SUITE_END() // S16 |
| |
| TEST_SUITE(S8) |
| FIXTURE_DATA_TEST_CASE(RunSmall, CLReorgLayerFixture<int8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallReorgLayerDataset(), framework::dataset::make("DataType", |
| DataType::S8)), |
| framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }))) |
| { |
| // Validate output |
| validate(CLAccessor(_target), _reference); |
| } |
| |
| FIXTURE_DATA_TEST_CASE(RunLarge, CLReorgLayerFixture<int8_t>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeReorgLayerDataset(), framework::dataset::make("DataType", DataType::S8)), |
| framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }))) |
| { |
| // Validate output |
| validate(CLAccessor(_target), _reference); |
| } |
| TEST_SUITE_END() // S8 |
| |
| TEST_SUITE_END() // ReorgLayer |
| TEST_SUITE_END() // CL |
| } // namespace validation |
| } // namespace test |
| } // namespace arm_compute |