tests/validation/NEON/Reverse.cpp

/*
 * Copyright (c) 2018-2021, 2023 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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 * 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
 * copies or substantial portions of the Software.
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 * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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#include "arm_compute/core/Types.h"
#include "arm_compute/runtime/NEON/functions/NEReverse.h"
#include "arm_compute/runtime/Tensor.h"
#include "arm_compute/runtime/TensorAllocator.h"
#include "tests/NEON/Accessor.h"
#include "tests/PaddingCalculator.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/ReverseFixture.h"

namespace arm_compute
{
namespace test
{
namespace validation
{
namespace
{
using framework::dataset::make;
auto run_small_dataset = combine(datasets::Small3DShapes(), datasets::Tiny1DShapes());
auto run_large_dataset = combine(datasets::LargeShapes(), datasets::Tiny1DShapes());

} // namespace
TEST_SUITE(NEON)
TEST_SUITE(Reverse)

// *INDENT-OFF*
// clang-format off
DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(
        make("InputInfo", { TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S8), // Invalid axis datatype
                                            TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), // Invalid axis shape
                                            TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), // Invalid axis length (> 4)
                                            TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), // Mismatching shapes
                                            TensorInfo(TensorShape(32U, 13U, 17U, 3U, 2U), 1, DataType::U8), // Unsupported source dimensions (>4)
                                            TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8),
                                            TensorInfo(TensorShape(2U), 1, DataType::U8),
        }),
        make("OutputInfo", { TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S8),
                                            TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8),
                                            TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8),
                                            TensorInfo(TensorShape(2U, 13U, 2U), 1, DataType::U8),
                                            TensorInfo(TensorShape(32U, 13U, 17U, 3U, 2U), 1, DataType::U8),
                                            TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8),
                                            TensorInfo(TensorShape(2U), 1, DataType::U8),
        })),
        make("AxisInfo", { TensorInfo(TensorShape(3U), 1, DataType::U8),
                                           TensorInfo(TensorShape(2U, 10U), 1, DataType::U32),
                                           TensorInfo(TensorShape(8U), 1, DataType::U32),
                                           TensorInfo(TensorShape(2U), 1, DataType::U32),
                                           TensorInfo(TensorShape(2U), 1, DataType::U32),
                                           TensorInfo(TensorShape(2U), 1, DataType::U32),
                                           TensorInfo(TensorShape(2U), 1, DataType::U32),
        })),
        make("Expected", { false, false, false, false, false, true, true})),
        src_info, dst_info, axis_info, expected)
{
    Status s = NEReverse::validate(&src_info.clone()->set_is_resizable(false),
                                  &dst_info.clone()->set_is_resizable(false),
                                  &axis_info.clone()->set_is_resizable(false));
    ARM_COMPUTE_EXPECT(bool(s) == expected, framework::LogLevel::ERRORS);
}
// clang-format on
// *INDENT-ON*

template <typename T>
using NEReverseFixture = ReverseValidationFixture<Tensor, Accessor, NEReverse, T>;

TEST_SUITE(Float)

#ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC
TEST_SUITE(F16)
FIXTURE_DATA_TEST_CASE(RunSmall,
                       NEReverseFixture<half>,
                       framework::DatasetMode::PRECOMMIT,
                       combine(
                           run_small_dataset,
                           make("DataType", DataType::F16),
                           make("use_negative_axis", { true, false }),
                           make("use_inverted_axis", { true, false })))
{
    // Validate output
    validate(Accessor(_target), _reference);
}

FIXTURE_DATA_TEST_CASE(RunLarge,
                       NEReverseFixture<half>,
                       framework::DatasetMode::NIGHTLY,
                       combine(
                           run_large_dataset,
                           make("DataType", DataType::F16),
                           make("use_negative_axis", { true, false }),
                           make("use_inverted_axis", { true, false })))
{
    // Validate output
    validate(Accessor(_target), _reference);
}
TEST_SUITE_END() // F16
#endif           /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */

TEST_SUITE(FP32)
FIXTURE_DATA_TEST_CASE(RunSmall,
                       NEReverseFixture<float>,
                       framework::DatasetMode::PRECOMMIT,
                       combine(
                           run_small_dataset,
                           make("DataType", DataType::F32),
                           make("use_negative_axis", { true, false }),
                           make("use_inverted_axis", { true, false })))
{
    // Validate output
    validate(Accessor(_target), _reference);
}

FIXTURE_DATA_TEST_CASE(RunLarge,
                       NEReverseFixture<float>,
                       framework::DatasetMode::NIGHTLY,
                       combine(
                           run_large_dataset,
                           make("DataType", DataType::F32),
                           make("use_negative_axis", { true, false }),
                           make("use_inverted_axis", { true, false })))
{
    // Validate output
    validate(Accessor(_target), _reference);
}
TEST_SUITE_END() // F32
TEST_SUITE_END() // Float

TEST_SUITE(Quantized)
TEST_SUITE(QASYMM8)
FIXTURE_DATA_TEST_CASE(RunSmall,
                       NEReverseFixture<uint8_t>,
                       framework::DatasetMode::PRECOMMIT,
                       combine(
                           run_small_dataset,
                           make("DataType", DataType::QASYMM8),
                           make("use_negative_axis", { true, false }),
                           make("use_inverted_axis", { true, false })))
{
    // Validate output
    validate(Accessor(_target), _reference);
}

FIXTURE_DATA_TEST_CASE(RunLarge,
                       NEReverseFixture<uint8_t>,
                       framework::DatasetMode::NIGHTLY,
                       combine(
                           run_large_dataset,
                           make("DataType", DataType::QASYMM8),
                           make("use_negative_axis", { true, false }),
                           make("use_inverted_axis", { true, false })))
{
    // Validate output
    validate(Accessor(_target), _reference);
}
TEST_SUITE_END() // QASYMM8
TEST_SUITE_END() // Quantized

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