tests/validation/GLES_COMPUTE/NormalizationLayer.cpp

/*
 * Copyright (c) 2017-2018 Arm Limited.
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 * SPDX-License-Identifier: MIT
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 * 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:
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 * The above copyright notice and this permission notice shall be included in all
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#include "arm_compute/core/Types.h"
#include "arm_compute/runtime/GLES_COMPUTE/GCTensor.h"
#include "arm_compute/runtime/GLES_COMPUTE/GCTensorAllocator.h"
#include "arm_compute/runtime/GLES_COMPUTE/functions/GCNormalizationLayer.h"
#include "tests/GLES_COMPUTE/GCAccessor.h"
#include "tests/PaddingCalculator.h"
#include "tests/datasets/NormalizationTypesDataset.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/Validation.h"
#include "tests/validation/fixtures/NormalizationLayerFixture.h"

namespace arm_compute
{
namespace test
{
namespace validation
{
namespace
{
/** Tolerance for float operations */
constexpr AbsoluteTolerance<float> tolerance_f32(0.00001f);

/** Input data set. */
const auto NormalizationDataset = combine(combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("NormType", { NormType::IN_MAP_1D, NormType::CROSS_MAP })),
                                                          framework::dataset::make("NormalizationSize", 3, 9, 2)),
                                                  framework::dataset::make("Beta", { 0.5f, 1.f, 2.f })),
                                          framework::dataset::make("IsScaled", { true, false }));
} // namespace

TEST_SUITE(GC)
TEST_SUITE(NormalizationLayer)

//TODO(COMPMID-415): Missing configuration?

template <typename T>
using GCNormalizationLayerFixture = NormalizationValidationFixture<GCTensor, GCAccessor, GCNormalizationLayer, T>;

TEST_SUITE(Float)
TEST_SUITE(FP32)
FIXTURE_DATA_TEST_CASE(RunSmall, GCNormalizationLayerFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(NormalizationDataset,
                                                                                                                        framework::dataset::make("DataType", DataType::F32)),
                                                                                                                framework::dataset::make("DataLayout", DataLayout::NCHW)))
{
    // Validate output
    validate(GCAccessor(_target), _reference, tolerance_f32);
}
FIXTURE_DATA_TEST_CASE(RunLarge, GCNormalizationLayerFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(NormalizationDataset,
                                                                                                                      framework::dataset::make("DataType", DataType::F32)),
                                                                                                              framework::dataset::make("DataLayout", DataLayout::NCHW)))
{
    // Validate output
    validate(GCAccessor(_target), _reference, tolerance_f32);
}
TEST_SUITE_END()
TEST_SUITE_END()

TEST_SUITE_END()
TEST_SUITE_END()
} // namespace validation
} // namespace test
} // namespace arm_compute