/* * Copyright (c) 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/NEON/functions/NECropResize.h" #include "arm_compute/runtime/Tensor.h" #include "arm_compute/runtime/TensorAllocator.h" #include "tests/NEON/Accessor.h" #include "tests/datasets/CropResizeDataset.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/CropResizeFixture.h" namespace arm_compute { namespace test { namespace validation { TEST_SUITE(NEON) TEST_SUITE(CropResize) RelativeTolerance tolerance_fp32(0.001f); template using NECropResizeFixture = CropResizeFixture; // *INDENT-OFF* // clang-format off DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(zip( framework::dataset::make("InputInfo", { TensorInfo(TensorShape(15U, 30U, 40U, 10U), 1, DataType::S32), TensorInfo(TensorShape(15U, 30U, 40U, 10U), 1, DataType::U8), // Invalid input data type. TensorInfo(TensorShape(15U, 30U, 40U, 10U), 1, DataType::S32), // Invalid box_ind shape. TensorInfo(TensorShape(15U, 30U, 40U, 10U), 1, DataType::S32), // Invalid output shape. TensorInfo(TensorShape(15U, 30U, 40U, 10U), 1, DataType::S32), // Invalid output data type. TensorInfo(TensorShape(15U, 30U, 40U, 10U), 1, DataType::S32), // Invalid output shape. TensorInfo(TensorShape(15U, 30U, 40U, 10U), 1, DataType::S32), // Invalid boxes shape. }), framework::dataset::make("BoxesInfo",{ TensorInfo(TensorShape(4, 20), 1, DataType::F32), TensorInfo(TensorShape(4, 20), 1, DataType::F32), TensorInfo(TensorShape(4, 20), 1, DataType::F32), TensorInfo(TensorShape(4, 20), 1, DataType::F32), TensorInfo(TensorShape(4, 20), 1, DataType::F32), TensorInfo(TensorShape(4, 20), 1, DataType::F32), TensorInfo(TensorShape(3, 20), 1, DataType::F32), })), framework::dataset::make("BoxIndInfo",{ TensorInfo(TensorShape(20), 1, DataType::S32), TensorInfo(TensorShape(20), 1, DataType::S32), TensorInfo(TensorShape(10), 1, DataType::S32), TensorInfo(TensorShape(20), 1, DataType::S32), TensorInfo(TensorShape(20), 1, DataType::S32), TensorInfo(TensorShape(20), 1, DataType::S32), TensorInfo(TensorShape(20), 1, DataType::S32), })), framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(15U, 5, 5, 20U), 1, DataType::F32), TensorInfo(TensorShape(15U, 5, 5, 20U), 1, DataType::F32), TensorInfo(TensorShape(15U, 5, 5, 20U), 1, DataType::F32), TensorInfo(TensorShape(15U, 5, 5, 10U), 1, DataType::F32), TensorInfo(TensorShape(15U, 5, 5, 20U), 1, DataType::S32), TensorInfo(TensorShape(5U, 5, 5, 20U), 1, DataType::F32), TensorInfo(TensorShape(15U, 5, 5, 20U), 1, DataType::F32), })), framework::dataset::make("Expected", { true, false, false, false, false, false, false})), input, boxes, box_ind, output, expected) { ARM_COMPUTE_EXPECT(bool(NECropResize::validate(&input.clone()->set_data_layout(DataLayout::NHWC).set_is_resizable(false), &boxes.clone()->set_is_resizable(false), &box_ind.clone()->set_is_resizable(false), &output.clone()->set_data_layout(DataLayout::NHWC).set_is_resizable(false), Coordinates2D{ 5, 5 }, InterpolationPolicy::BILINEAR, 100)) == expected, framework::LogLevel::ERRORS); } // clang-format on // *INDENT-ON* TEST_SUITE(Float) #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC TEST_SUITE(F16) FIXTURE_DATA_TEST_CASE(RunSmall, NECropResizeFixture, framework::DatasetMode::PRECOMMIT, combine(datasets::SmallCropResizeDataset(), combine(framework::dataset::make("IsOutOfBounds", { true, false }), framework::dataset::make("DataType", DataType::F16)))) { // Validate output validate(Accessor(_target), _reference, tolerance_fp32, 0.01); } TEST_SUITE_END() // F16 #endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */ TEST_SUITE(F32) FIXTURE_DATA_TEST_CASE(RunSmall, NECropResizeFixture, framework::DatasetMode::PRECOMMIT, combine(datasets::SmallCropResizeDataset(), combine(framework::dataset::make("IsOutOfBounds", { true, false }), framework::dataset::make("DataType", DataType::F32)))) { // Validate output validate(Accessor(_target), _reference, tolerance_fp32, 0.01); } TEST_SUITE_END() // F32 TEST_SUITE_END() // Float TEST_SUITE(U16) FIXTURE_DATA_TEST_CASE(RunSmall, NECropResizeFixture, framework::DatasetMode::PRECOMMIT, combine(datasets::SmallCropResizeDataset(), combine(framework::dataset::make("IsOutOfBounds", { true, false }), framework::dataset::make("DataType", DataType::U16)))) { // Validate output validate(Accessor(_target), _reference, tolerance_fp32, 0.01); } TEST_SUITE_END() // U16 TEST_SUITE(S16) FIXTURE_DATA_TEST_CASE(RunSmall, NECropResizeFixture, framework::DatasetMode::PRECOMMIT, combine(datasets::SmallCropResizeDataset(), combine(framework::dataset::make("IsOutOfBounds", { true, false }), framework::dataset::make("DataType", DataType::S16)))) { // Validate output validate(Accessor(_target), _reference, tolerance_fp32, 0.01); } TEST_SUITE_END() // S16 TEST_SUITE(U32) FIXTURE_DATA_TEST_CASE(RunSmall, NECropResizeFixture, framework::DatasetMode::PRECOMMIT, combine(datasets::SmallCropResizeDataset(), combine(framework::dataset::make("IsOutOfBounds", { true, false }), framework::dataset::make("DataType", DataType::U32)))) { // Validate output validate(Accessor(_target), _reference, tolerance_fp32, 0.01); } TEST_SUITE_END() // U32 TEST_SUITE(S32) FIXTURE_DATA_TEST_CASE(RunSmall, NECropResizeFixture, framework::DatasetMode::PRECOMMIT, combine(datasets::SmallCropResizeDataset(), combine(framework::dataset::make("IsOutOfBounds", { true, false }), framework::dataset::make("DataType", DataType::S32)))) { // Validate output validate(Accessor(_target), _reference, tolerance_fp32, 0.01); } TEST_SUITE_END() // S32 TEST_SUITE_END() // CropResize TEST_SUITE_END() // NEON } // namespace validation } // namespace test } // namespace arm_compute