tests/validation/CL/PixelWiseMultiplication.cpp

/*
 * 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
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 * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
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 * 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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 *
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 * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
 * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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 * SOFTWARE.
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#include "arm_compute/runtime/CL/functions/CLPixelWiseMultiplication.h"
#include "tests/CL/CLAccessor.h"
#include "tests/PaddingCalculator.h"
#include "tests/datasets/ConvertPolicyDataset.h"
#include "tests/datasets/ShapeDatasets.h"
#include "tests/framework/Macros.h"
#include "tests/validation/Validation.h"
#include "tests/validation/fixtures/FixedPointPixelWiseMultiplicationFixture.h"
#include "tests/validation/fixtures/PixelWiseMultiplicationFixture.h"

namespace arm_compute
{
namespace test
{
namespace validation
{
namespace
{
const float scale_unity = 1.f;
const float scale_255   = 1.f / 255.f;

// *INDENT-OFF*
// clang-format off
#define WRAP_VALIDATE(TYPE, TOLERANCE) validate_wrap(CLAccessor(_target), _reference, AbsoluteTolerance<TYPE>(TOLERANCE), 0.f);

#define PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(TEST_NAME, FIXTURE, MODE, SHAPES, DT1, DT2, SCALE, RP, VALIDATE) \
    FIXTURE_DATA_TEST_CASE(TEST_NAME, CLPixelWiseMultiplication##FIXTURE, framework::DatasetMode::MODE,                   \
                           combine(combine(combine(combine(combine(                                                       \
                           datasets::SHAPES,                                                                              \
                           framework::dataset::make("DataType1", DataType::DT1)),                                         \
                           framework::dataset::make("DataType2", DataType::DT2)),                                         \
                           framework::dataset::make("Scale", std::move(SCALE))),                                          \
                           datasets::ConvertPolicies()),                                                                  \
                           framework::dataset::make("RoundingPolicy", RoundingPolicy::RP)))                               \
    {                                                                                                                     \
        VALIDATE                                                                                                          \
    }

#define FP_PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(TEST_NAME, FIXTURE, MODE, SHAPES, DT1, DT2, SCALE, RP, FPP_START, FPP_END) \
    FIXTURE_DATA_TEST_CASE(TEST_NAME, CLFixedPointPixelWiseMultiplication##FIXTURE, framework::DatasetMode::MODE,                      \
                           combine(combine(combine(combine(combine(combine(                                                            \
                           datasets::SHAPES,                                                                                           \
                           framework::dataset::make("DataType1", DataType::DT1)),                                                      \
                           framework::dataset::make("DataType2", DataType::DT2)),                                                      \
                           framework::dataset::make("Scale", std::move(SCALE))),                                                       \
                           datasets::ConvertPolicies()),                                                                               \
                           framework::dataset::make("RoundingPolicy", RoundingPolicy::RP)),                                            \
                           framework::dataset::make("FixedPointPosition", FPP_START, FPP_END)))                                        \
    {                                                                                                                                  \
        validate(CLAccessor(_target), _reference);                                                                                     \
    }
// clang-format on
// *INDENT-ON*
} // namespace

template <typename T>
using CLPixelWiseMultiplicationToF16Fixture = PixelWiseMultiplicationValidationFixture<CLTensor, CLAccessor, CLPixelWiseMultiplication, T, half_float::half>;
template <typename T>
using CLPixelWiseMultiplicationToF32Fixture = PixelWiseMultiplicationValidationFixture<CLTensor, CLAccessor, CLPixelWiseMultiplication, T, float>;
template <typename T>
using CLPixelWiseMultiplicationToQS8Fixture = PixelWiseMultiplicationValidationFixture<CLTensor, CLAccessor, CLPixelWiseMultiplication, T, qint8_t>;
template <typename T>
using CLPixelWiseMultiplicationToQS16Fixture = PixelWiseMultiplicationValidationFixture<CLTensor, CLAccessor, CLPixelWiseMultiplication, T, qint16_t>;
template <typename T>
using CLFixedPointPixelWiseMultiplicationFixture = FixedPointPixelWiseMultiplicationValidationFixture<CLTensor, CLAccessor, CLPixelWiseMultiplication, T>;

TEST_SUITE(CL)
TEST_SUITE(PixelWiseMultiplication)

TEST_SUITE(F16toF16)

TEST_SUITE(Scale255)
PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToF16Fixture<half_float::half>, PRECOMMIT, SmallShapes(), F16, F16, scale_255, TO_NEAREST_UP, WRAP_VALIDATE(float, 1.f))
TEST_SUITE_END() // Scale255

TEST_SUITE_END() // F16toF16

TEST_SUITE(F32toF32)

TEST_SUITE(Scale255)
PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToF32Fixture<float>, PRECOMMIT, SmallShapes(), F32, F32, scale_255, TO_NEAREST_UP, WRAP_VALIDATE(float, 1.f))
TEST_SUITE_END() // Scale255

TEST_SUITE_END() // F32toF32

TEST_SUITE_END() // PixelWiseMultiplication

TEST_SUITE(FixedPointPixelWiseMultiplication)

TEST_SUITE(QS8)

TEST_SUITE(ScaleUnity)
FP_PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, Fixture<qint8_t>, PRECOMMIT, SmallShapes(), QS8, QS8, scale_unity, TO_ZERO, 1, 7)
TEST_SUITE_END() // ScaleUnity

TEST_SUITE_END() // QS8

TEST_SUITE(QS16)

TEST_SUITE(ScaleUnity)
FP_PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, Fixture<qint16_t>, PRECOMMIT, SmallShapes(), QS16, QS16, scale_unity, TO_ZERO, 1, 15)
TEST_SUITE_END() // ScaleUnity

TEST_SUITE_END() // QS16

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