tests/validation/NEON/ReshapeLayer.cpp

/*
 * Copyright (c) 2017-2018, 2023 Arm Limited.
 *
 * SPDX-License-Identifier: MIT
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 * of this software and associated documentation files (the "Software"), to
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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/NEON/functions/NEReshapeLayer.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/ReshapeLayerDataset.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/ReshapeLayerFixture.h"

namespace arm_compute
{
namespace test
{
namespace validation
{
TEST_SUITE(NEON)
TEST_SUITE(ReshapeLayer)

// *INDENT-OFF*
// clang-format off

DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(
                                                              framework::dataset::make("InputInfo",
{
    TensorInfo(TensorShape(9U, 5U, 7U, 3U), 1, DataType::F32),
    TensorInfo(TensorShape(8U, 4U, 6U, 4U), 1, DataType::F32),
    TensorInfo(TensorShape(8U, 4U, 6U, 4U), 1, DataType::F32), // mismatching dimensions
    TensorInfo(TensorShape(9U, 5U, 7U, 3U), 1, DataType::F16), // mismatching types
}),
framework::dataset::make("OutputInfo",
{
    TensorInfo(TensorShape(9U, 5U, 21U), 1, DataType::F32),
    TensorInfo(TensorShape(8U, 24U, 4U), 1, DataType::F32),
    TensorInfo(TensorShape(192U, 192U),  1, DataType::F32),
    TensorInfo(TensorShape(9U, 5U, 21U), 1, DataType::F32),
})),
framework::dataset::make("Expected", { true, true, false, false })),
input_info, output_info, expected)
{
    // Create Fully Connected layer info
    Status status = NEReshapeLayer::validate(&input_info.clone()->set_is_resizable(false),
                                             &output_info.clone()->set_is_resizable(false));
    ARM_COMPUTE_EXPECT(bool(status) == expected, framework::LogLevel::ERRORS);
}

// clang-format on
// *INDENT-ON*

template <typename T>
using NEReshapeLayerFixture = ReshapeLayerValidationFixture<Tensor, Accessor, NEReshapeLayer, T>;

template <typename T>
using NEReshapeLayerPaddedFixture = ReshapeLayerPaddedValidationFixture<Tensor, Accessor, NEReshapeLayer, T>;

TEST_SUITE(Float)
TEST_SUITE(F32)
FIXTURE_DATA_TEST_CASE(RunSmall, NEReshapeLayerFixture<float>, framework::DatasetMode::ALL, combine(datasets::SmallReshapeLayerDataset(), framework::dataset::make("DataType", DataType::F32)))
{
    // Validate output
    validate(Accessor(_target), _reference);
}
TEST_SUITE_END() //F32
TEST_SUITE_END() //Float

TEST_SUITE(Integer)
TEST_SUITE(S8)
FIXTURE_DATA_TEST_CASE(RunSmall, NEReshapeLayerFixture<int8_t>, framework::DatasetMode::ALL, combine(datasets::SmallReshapeLayerDataset(), framework::dataset::make("DataType", DataType::S8)))
{
    // Validate output
    validate(Accessor(_target), _reference);
}
TEST_SUITE_END() //S8

TEST_SUITE(S16)
FIXTURE_DATA_TEST_CASE(RunSmall, NEReshapeLayerFixture<int16_t>, framework::DatasetMode::ALL, combine(datasets::SmallReshapeLayerDataset(), framework::dataset::make("DataType", DataType::S16)))
{
    // Validate output
    validate(Accessor(_target), _reference);
}
TEST_SUITE_END() //S16
TEST_SUITE_END() //Integer

TEST_SUITE(Padded)
TEST_SUITE(Float)
TEST_SUITE(F32)
FIXTURE_DATA_TEST_CASE(RunSmall, NEReshapeLayerPaddedFixture<float>, framework::DatasetMode::ALL, combine(datasets::SmallReshapeLayerDataset(), framework::dataset::make("DataType", DataType::F32)))
{
    // Validate output
    validate(Accessor(_target), _reference);
}
TEST_SUITE_END() //S32
TEST_SUITE_END() //Float

TEST_SUITE(Integer)
TEST_SUITE(S8)
FIXTURE_DATA_TEST_CASE(RunSmall, NEReshapeLayerPaddedFixture<int8_t>, framework::DatasetMode::ALL, combine(datasets::SmallReshapeLayerDataset(), framework::dataset::make("DataType", DataType::S8)))
{
    // Validate output
    validate(Accessor(_target), _reference);
}
TEST_SUITE_END() //S8

TEST_SUITE(S16)
FIXTURE_DATA_TEST_CASE(RunSmall, NEReshapeLayerPaddedFixture<int16_t>, framework::DatasetMode::ALL, combine(datasets::SmallReshapeLayerDataset(), framework::dataset::make("DataType", DataType::S16)))
{
    // Validate output
    validate(Accessor(_target), _reference);
}
TEST_SUITE_END() //S16
TEST_SUITE_END() //Integer
TEST_SUITE_END() //Padded

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