tests/validation/GLES_COMPUTE/NormalizePlanarYUVLayer.cpp

/*
 * Copyright (c) 2017-2018 ARM Limited.
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 * SPDX-License-Identifier: MIT
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 * 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
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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/GCNormalizePlanarYUVLayer.h"
#include "tests/GLES_COMPUTE/GCAccessor.h"
#include "tests/PaddingCalculator.h"
#include "tests/datasets/RandomNormalizePlanarYUVLayerDataset.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/NormalizePlanarYUVLayerFixture.h"

namespace arm_compute
{
namespace test
{
namespace validation
{
namespace
{
constexpr AbsoluteTolerance<float> tolerance_f16(0.5f); /**< Tolerance value for comparing reference's output against implementation's output for DataType::F16 */
} // namespace

TEST_SUITE(GC)
TEST_SUITE(NormalizePlanarYUVLayer)

template <typename T>
using GCNormalizePlanarYUVLayerFixture = NormalizePlanarYUVLayerValidationFixture<GCTensor, GCAccessor, GCNormalizePlanarYUVLayer, T>;

DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(datasets::RandomNormalizePlanarYUVLayerDataset(), framework::dataset::make("DataType", { DataType::F16 })),
               shape0, shape1, dt)
{
    // Create tensors
    GCTensor src  = create_tensor<GCTensor>(shape0, dt, 1);
    GCTensor dst  = create_tensor<GCTensor>(shape0, dt, 1);
    GCTensor mean = create_tensor<GCTensor>(shape1, dt, 1);
    GCTensor sd   = create_tensor<GCTensor>(shape1, dt, 1);

    // Create and Configure function
    GCNormalizePlanarYUVLayer norm;
    norm.configure(&src, &dst, &mean, &sd);

    // Validate valid region
    const ValidRegion valid_region = shape_to_valid_region(shape0);
    validate(dst.info()->valid_region(), valid_region);
}

// *INDENT-OFF*
// clang-format off
DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(
                    framework::dataset::make("InputInfo", { TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F16),     // Mismatching data types
                        TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F16),     // Window shrink
                        TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8),      // Unsupported data type
                        TensorInfo(TensorShape(32U, 16U, 8U), 1, DataType::F16),
                        TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F16),     // Mismatching mean and sd shapes
                        TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F16),     // Mismatching shapes
                        }),
                    framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32),
                        TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F16),
                        TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8),
                        TensorInfo(TensorShape(32U, 16U, 8U), 1, DataType::F16),
                        TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F16),
                        TensorInfo(TensorShape(30U, 11U, 2U), 1, DataType::F16),
                        })),
                framework::dataset::make("MSTDInfo",{ TensorInfo(TensorShape(2U), 1, DataType::F16),
                    TensorInfo(TensorShape(2U), 1, DataType::F16),
                    TensorInfo(TensorShape(2U), 1, DataType::U8),
                    TensorInfo(TensorShape(8U), 1, DataType::F16),
                    TensorInfo(TensorShape(6U), 1, DataType::F16),
                    TensorInfo(TensorShape(2U), 1, DataType::F16),
                    })),
                    framework::dataset::make("Expected", { false, false, false, true, false, false })),
                    input_info, output_info, msd_info, expected)
{
    const auto &mean_info = msd_info;
    const auto &sd_info   = msd_info;
    bool has_error = bool(GCNormalizePlanarYUVLayer::validate(&input_info.clone()->set_is_resizable(false), &output_info.clone()->set_is_resizable(false), &mean_info.clone()->set_is_resizable(false), &sd_info.clone()->set_is_resizable(false)));
    ARM_COMPUTE_EXPECT(has_error == expected, framework::LogLevel::ERRORS);
}
// clang-format on
// *INDENT-ON*

TEST_SUITE(Float)
TEST_SUITE(FP16)
FIXTURE_DATA_TEST_CASE(Random, GCNormalizePlanarYUVLayerFixture<half>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::RandomNormalizePlanarYUVLayerDataset(),
                                                                                                                  framework::dataset::make("DataType", DataType::F16)),
                                                                                                                  framework::dataset::make("DataLayout", { DataLayout::NCHW })))
{
    // Validate output
    validate(GCAccessor(_target), _reference, tolerance_f16, 0);
}
TEST_SUITE_END()
TEST_SUITE_END()

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