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Diffstat (limited to 'tests/validation/CL/Scale.cpp')
| -rw-r--r-- | tests/validation/CL/Scale.cpp | 129 |
1 files changed, 129 insertions, 0 deletions
diff --git a/tests/validation/CL/Scale.cpp b/tests/validation/CL/Scale.cpp new file mode 100644 index 0000000000..d5866fad97 --- /dev/null +++ b/tests/validation/CL/Scale.cpp @@ -0,0 +1,129 @@ +/* + * Copyright (c) 2017 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/Helpers.h" +#include "arm_compute/core/Types.h" +#include "arm_compute/runtime/CL/functions/CLScale.h" +#include "arm_compute/runtime/Tensor.h" +#include "arm_compute/runtime/TensorAllocator.h" +#include "tests/CL/CLAccessor.h" +#include "tests/PaddingCalculator.h" +#include "tests/datasets/BorderModeDataset.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/Helpers.h" +#include "tests/validation/Validation.h" +#include "tests/validation/fixtures/ScaleFixture.h" + +namespace arm_compute +{ +namespace test +{ +namespace validation +{ +namespace +{ +/** Tolerance */ +constexpr AbsoluteTolerance<uint8_t> tolerance(1); +} // namespace + +TEST_SUITE(CL) +TEST_SUITE(Scale) + +DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine(combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), framework::dataset::make("DataType", DataType::U8)), + framework::dataset::make("InterpolationPolicy", { InterpolationPolicy::NEAREST_NEIGHBOR, InterpolationPolicy::BILINEAR })), + datasets::BorderModes()), + shape, data_type, policy, border_mode) +{ + std::mt19937 generator(library->seed()); + std::uniform_real_distribution<float> distribution_float(0.25, 2); + const float scale_x = distribution_float(generator); + const float scale_y = distribution_float(generator); + std::uniform_int_distribution<uint8_t> distribution_u8(0, 255); + uint8_t constant_border_value = distribution_u8(generator); + + // Create tensors + CLTensor src = create_tensor<CLTensor>(shape, data_type); + TensorShape shape_scaled(shape); + shape_scaled.set(0, shape[0] * scale_x); + shape_scaled.set(1, shape[1] * scale_y); + CLTensor dst = create_tensor<CLTensor>(shape_scaled, data_type); + + ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); + ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); + + // Create and configure function + CLScale clscale; + clscale.configure(&src, &dst, policy, border_mode, constant_border_value); + + // Validate valid region + const ValidRegion dst_valid_region = calculate_valid_region_scale(*(src.info()), shape_scaled, policy, BorderSize(1), (border_mode == BorderMode::UNDEFINED)); + + validate(dst.info()->valid_region(), dst_valid_region); + + // Validate padding + PaddingCalculator calculator(shape_scaled.x(), 4); + calculator.set_border_mode(border_mode); + + const PaddingSize read_padding(1); + const PaddingSize write_padding = calculator.required_padding(PaddingCalculator::Option::EXCLUDE_BORDER); + validate(src.info()->padding(), read_padding); + validate(dst.info()->padding(), write_padding); +} + +template <typename T> +using CLScaleFixture = ScaleValidationFixture<CLTensor, CLAccessor, CLScale, T>; + +FIXTURE_DATA_TEST_CASE(RunSmall, CLScaleFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", + DataType::U8)), + framework::dataset::make("InterpolationPolicy", +{ InterpolationPolicy::NEAREST_NEIGHBOR, InterpolationPolicy::BILINEAR })), +datasets::BorderModes())) +{ + //Create valid region + TensorInfo src_info(_shape, 1, _data_type); + const ValidRegion valid_region = calculate_valid_region_scale(src_info, _reference.shape(), _policy, BorderSize(1), (_border_mode == BorderMode::UNDEFINED)); + + // Validate output + validate(CLAccessor(_target), _reference, valid_region, tolerance); +} +FIXTURE_DATA_TEST_CASE(RunLarge, CLScaleFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", + DataType::U8)), + framework::dataset::make("InterpolationPolicy", +{ InterpolationPolicy::NEAREST_NEIGHBOR, InterpolationPolicy::BILINEAR })), +datasets::BorderModes())) +{ + //Create valid region + TensorInfo src_info(_shape, 1, _data_type); + const ValidRegion valid_region = calculate_valid_region_scale(src_info, _reference.shape(), _policy, BorderSize(1), (_border_mode == BorderMode::UNDEFINED)); + + // Validate output + validate(CLAccessor(_target), _reference, valid_region, tolerance); +} +TEST_SUITE_END() +TEST_SUITE_END() +} // namespace validation +} // namespace test +} // namespace arm_compute |