/* * Copyright (c) 2018 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/NEON/functions/NEReorgLayer.h" #include "arm_compute/runtime/Tensor.h" #include "arm_compute/runtime/TensorAllocator.h" #include "tests/NEON/Accessor.h" #include "tests/PaddingCalculator.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/ReorgLayerFixture.h" namespace arm_compute { namespace test { namespace validation { TEST_SUITE(NEON) TEST_SUITE(ReorgLayer) DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine(combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), framework::dataset::make("Stride", { 2, 3 })), framework::dataset::make("DataType", { DataType::QASYMM8, DataType::F16, DataType::F32 })), framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })), shape, stride, data_type, data_layout) { // Create tensors Tensor ref_src = create_tensor(shape, data_type, 1, QuantizationInfo(), data_layout); Tensor dst; // Create and Configure function NEReorgLayer reorg_func; reorg_func.configure(&ref_src, &dst, stride); // Validate valid region const ValidRegion valid_region = shape_to_valid_region(dst.info()->tensor_shape()); validate(dst.info()->valid_region(), valid_region); } // *INDENT-OFF* // clang-format off DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip( framework::dataset::make("InputInfo",{ TensorInfo(TensorShape(8U, 8U, 5U, 3U), 1, DataType::U16), // Invalid stride TensorInfo(TensorShape(8U, 8U, 5U, 3U), 1, DataType::U16), // Invalid output shape TensorInfo(TensorShape(8U, 8U, 5U, 3U), 1, DataType::U16), // valid }), framework::dataset::make("OutputInfo", { TensorInfo(TensorShape(4U, 4U, 20U, 3U), 1, DataType::U16), TensorInfo(TensorShape(4U, 4U, 10U, 3U), 1, DataType::U16), TensorInfo(TensorShape(4U, 4U, 20U, 3U), 1, DataType::U16), })), framework::dataset::make("Stride", { -1, 2, 2 })), framework::dataset::make("Expected", { false, false, true })), input_info, output_info, stride, expected) { Status status = NEReorgLayer::validate(&input_info.clone()->set_is_resizable(false), &output_info.clone()->set_is_resizable(false), stride); ARM_COMPUTE_EXPECT(bool(status) == expected, framework::LogLevel::ERRORS); } // clang-format on // *INDENT-ON* template using NEReorgLayerFixture = ReorgLayerValidationFixture; TEST_SUITE(U8) FIXTURE_DATA_TEST_CASE(RunSmall, NEReorgLayerFixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("Stride", { 2, 3 })), framework::dataset::make("DataType", DataType::U8)), framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }))) { // Validate output validate(Accessor(_target), _reference); } FIXTURE_DATA_TEST_CASE(RunLarge, NEReorgLayerFixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("Stride", { 2, 3 })), framework::dataset::make("DataType", DataType::U8)), framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }))) { // Validate output validate(Accessor(_target), _reference); } TEST_SUITE_END() // U8 TEST_SUITE(U16) FIXTURE_DATA_TEST_CASE(RunSmall, NEReorgLayerFixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("Stride", { 2, 3 })), framework::dataset::make("DataType", DataType::U16)), framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }))) { // Validate output validate(Accessor(_target), _reference); } FIXTURE_DATA_TEST_CASE(RunLarge, NEReorgLayerFixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("Stride", { 2, 3 })), framework::dataset::make("DataType", DataType::U16)), framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }))) { // Validate output validate(Accessor(_target), _reference); } TEST_SUITE_END() // U16 TEST_SUITE(U32) FIXTURE_DATA_TEST_CASE(RunSmall, NEReorgLayerFixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("Stride", { 2, 3 })), framework::dataset::make("DataType", DataType::U32)), framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }))) { // Validate output validate(Accessor(_target), _reference); } FIXTURE_DATA_TEST_CASE(RunLarge, NEReorgLayerFixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("Stride", { 2, 3 })), framework::dataset::make("DataType", DataType::U32)), framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }))) { // Validate output validate(Accessor(_target), _reference); } TEST_SUITE_END() // U32 TEST_SUITE_END() // ReorgLayer TEST_SUITE_END() // NEON } // namespace validation } // namespace test } // namespace arm_compute