/* * 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(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 using CLReorgLayerFixture = ReorgLayerValidationFixture; TEST_SUITE(S32) FIXTURE_DATA_TEST_CASE(RunSmall, CLReorgLayerFixture, 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, 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, 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, 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, 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, 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