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author | George Wort <george.wort@arm.com> | 2019-01-25 15:38:33 +0000 |
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committer | Pablo Marquez <pablo.tello@arm.com> | 2019-03-05 11:21:01 +0000 |
commit | 05398a948a2b43584b16d91f6efdda9eb361ec74 (patch) | |
tree | 01963cd67610dd69915076be8577b28e025eb848 /tests/validation/NEON/CropResize.cpp | |
parent | f112ede50530374b48ea2f87c1f0e02262cffc78 (diff) | |
download | ComputeLibrary-05398a948a2b43584b16d91f6efdda9eb361ec74.tar.gz |
COMPMID-1843: Implement NECrop
Change-Id: I27e8b1a00c2315c72106e8e596f84ad48fb770e3
Signed-off-by: George Wort <george.wort@arm.com>
Reviewed-on: https://review.mlplatform.org/c/648
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Pablo Marquez <pablo.tello@arm.com>
Diffstat (limited to 'tests/validation/NEON/CropResize.cpp')
-rw-r--r-- | tests/validation/NEON/CropResize.cpp | 184 |
1 files changed, 184 insertions, 0 deletions
diff --git a/tests/validation/NEON/CropResize.cpp b/tests/validation/NEON/CropResize.cpp new file mode 100644 index 0000000000..1feed3d9d2 --- /dev/null +++ b/tests/validation/NEON/CropResize.cpp @@ -0,0 +1,184 @@ +/* + * 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<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::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<half>, + 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<float>, + 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<uint16_t>, + 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<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 |