111 lines
5.4 KiB
C++
111 lines
5.4 KiB
C++
/*
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* Copyright (c) 2017-2020 Arm Limited.
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*
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* SPDX-License-Identifier: MIT
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*
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* Permission is hereby granted, free of charge, to any person obtaining a copy
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* of this software and associated documentation files (the "Software"), to
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* deal in the Software without restriction, including without limitation the
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* rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
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* sell copies of the Software, and to permit persons to whom the Software is
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* furnished to do so, subject to the following conditions:
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*
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* The above copyright notice and this permission notice shall be included in all
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* copies or substantial portions of the Software.
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*
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* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
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* SOFTWARE.
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*/
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#include "arm_compute/core/Helpers.h"
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#include "arm_compute/core/Types.h"
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#include "arm_compute/runtime/GLES_COMPUTE/functions/GCScale.h"
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#include "arm_compute/runtime/Tensor.h"
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#include "arm_compute/runtime/TensorAllocator.h"
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#include "tests/GLES_COMPUTE/GCAccessor.h"
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#include "tests/PaddingCalculator.h"
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#include "tests/datasets/BorderModeDataset.h"
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#include "tests/datasets/SamplingPolicyDataset.h"
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#include "tests/datasets/ShapeDatasets.h"
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#include "tests/framework/Asserts.h"
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#include "tests/framework/Macros.h"
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#include "tests/framework/datasets/Datasets.h"
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#include "tests/validation/Helpers.h"
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#include "tests/validation/Validation.h"
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#include "tests/validation/fixtures/ScaleFixture.h"
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namespace arm_compute
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{
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namespace test
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{
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namespace validation
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{
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namespace
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{
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/** CNN data types */
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const auto ScaleDataTypes = framework::dataset::make("DataType",
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{
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DataType::F16,
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});
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/** Aligned corners, this functionality is supported only by NEON and OpenCL backends */
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const auto AlignCorners = framework::dataset::make("AlignCorners",
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{
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false,
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});
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/** Tolerance */
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RelativeTolerance<half> tolerance_f16(half(0.1));
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} // namespace
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TEST_SUITE(GC)
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TEST_SUITE(Scale)
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template <typename T>
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using GCScaleFixture = ScaleValidationFixture<GCTensor, GCAccessor, GCScale, T>;
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TEST_SUITE(Float)
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TEST_SUITE(FP16)
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FIXTURE_DATA_TEST_CASE(RunSmall, GCScaleFixture<half>, framework::DatasetMode::ALL, combine(combine(combine(combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType",
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DataType::F16)),
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framework::dataset::make("DataLayout", { DataLayout::NCHW })),
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framework::dataset::make("InterpolationPolicy", { InterpolationPolicy::NEAREST_NEIGHBOR })),
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datasets::BorderModes()),
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datasets::SamplingPolicies()),
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AlignCorners))
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{
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//Create valid region
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TensorInfo src_info(_shape, 1, _data_type);
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const ValidRegion valid_region = calculate_valid_region_scale(src_info, _reference.shape(), _policy, _sampling_policy, (_border_mode == BorderMode::UNDEFINED));
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// Validate output
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validate(GCAccessor(_target), _reference, valid_region, tolerance_f16);
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}
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FIXTURE_DATA_TEST_CASE(RunLarge, GCScaleFixture<half>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType",
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DataType::F16)),
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framework::dataset::make("DataLayout", { DataLayout::NCHW })),
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framework::dataset::make("InterpolationPolicy", { InterpolationPolicy::NEAREST_NEIGHBOR })),
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datasets::BorderModes()),
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datasets::SamplingPolicies()),
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AlignCorners))
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{
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//Create valid region
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TensorInfo src_info(_shape, 1, _data_type);
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const ValidRegion valid_region = calculate_valid_region_scale(src_info, _reference.shape(), _policy, _sampling_policy, (_border_mode == BorderMode::UNDEFINED));
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// Validate output
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validate(GCAccessor(_target), _reference, valid_region, tolerance_f16);
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}
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TEST_SUITE_END()
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TEST_SUITE_END()
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TEST_SUITE_END()
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TEST_SUITE_END()
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} // namespace validation
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} // namespace test
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} // namespace arm_compute
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