| /* |
| * Copyright (c) 2019-2021 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<float> tolerance_fp32(0.001f); |
| |
| template <typename T> |
| using NECropResizeFixture = CropResizeFixture<Tensor, Accessor, NECropResize, T>; |
| |
| // *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::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(3, 20), 1, DataType::F32), |
| })), |
| framework::dataset::make("BoxIndInfo",{ 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, 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})), |
| 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<half>, |
| framework::DatasetMode::ALL, |
| 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<float>, |
| framework::DatasetMode::ALL, |
| 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(U8) |
| FIXTURE_DATA_TEST_CASE(RunSmall, |
| NECropResizeFixture<uint8_t>, |
| framework::DatasetMode::ALL, |
| combine(datasets::SmallCropResizeDataset(), |
| combine(framework::dataset::make("IsOutOfBounds", { true, false }), |
| framework::dataset::make("DataType", DataType::U8)))) |
| { |
| // Validate output |
| validate(Accessor(_target), _reference, tolerance_fp32, 0.01); |
| } |
| TEST_SUITE_END() // U8 |
| |
| TEST_SUITE(U16) |
| FIXTURE_DATA_TEST_CASE(RunSmall, |
| NECropResizeFixture<uint16_t>, |
| framework::DatasetMode::ALL, |
| 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<int16_t>, |
| 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<uint32_t>, |
| 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<int32_t>, |
| 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 |