tests/validation/CL/ScatterLayer.cpp

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#include "arm_compute/runtime/CL/CLTensor.h"
#include "arm_compute/runtime/CL/functions/CLScatter.h"
#include "tests/validation/fixtures/ScatterLayerFixture.h"
#include "tests/datasets/ScatterDataset.h"
#include "tests/CL/CLAccessor.h"
#include "arm_compute/function_info/ScatterInfo.h"
#include "tests/framework/Asserts.h"
#include "tests/framework/Macros.h"
#include "tests/framework/datasets/Datasets.h"
#include "tests/validation/Validation.h"

namespace arm_compute
{
namespace test
{
namespace validation
{
namespace
{
RelativeTolerance<float> tolerance_f32(0.001f); /**< Tolerance value for comparing reference's output against implementation's output for fp32 data type */
} // namespace

template <typename T>
using CLScatterLayerFixture = ScatterValidationFixture<CLTensor, CLAccessor, CLScatter, T>;

using framework::dataset::make;

TEST_SUITE(CL)
TEST_SUITE(Scatter)
DATA_TEST_CASE(Validate, framework::DatasetMode::PRECOMMIT, zip(
    make("InputInfo", { TensorInfo(TensorShape(9U), 1, DataType::F32),    // Mismatching data types
                                            TensorInfo(TensorShape(15U), 1, DataType::F32), // Valid
                                            TensorInfo(TensorShape(8U), 1, DataType::F32),
                                            TensorInfo(TensorShape(217U), 1, DataType::F32),    // Mismatch input/output dims.
                                            TensorInfo(TensorShape(217U), 1, DataType::F32),    // Updates dim higher than Input/Output dims.
                                            TensorInfo(TensorShape(12U), 1, DataType::F32),      // Indices wrong datatype.
                                          }),
    make("UpdatesInfo",{                    TensorInfo(TensorShape(3U), 1, DataType::F16),
                                             TensorInfo(TensorShape(15U), 1, DataType::F32),
                                             TensorInfo(TensorShape(2U), 1, DataType::F32),
                                             TensorInfo(TensorShape(217U), 1, DataType::F32),
                                             TensorInfo(TensorShape(217U, 3U), 1, DataType::F32),
                                             TensorInfo(TensorShape(2U), 1, DataType::F32),
                                          }),
    make("IndicesInfo",{                  TensorInfo(TensorShape(1U, 3U), 1, DataType::S32),
                                          TensorInfo(TensorShape(1U, 15U), 1, DataType::S32),
                                          TensorInfo(TensorShape(1U, 2U), 1, DataType::S32),
                                          TensorInfo(TensorShape(1U, 271U), 1, DataType::S32),
                                          TensorInfo(TensorShape(1U, 271U), 1, DataType::S32),
                                          TensorInfo(TensorShape(1U, 2U), 1 , DataType::F32)
                                          }),
    make("OutputInfo",{                     TensorInfo(TensorShape(9U), 1, DataType::F16),
                                            TensorInfo(TensorShape(15U), 1, DataType::F32),
                                            TensorInfo(TensorShape(8U), 1, DataType::F32),
                                            TensorInfo(TensorShape(271U, 3U), 1, DataType::F32),
                                            TensorInfo(TensorShape(271U), 1, DataType::F32),
                                            TensorInfo(TensorShape(12U), 1, DataType::F32)
                                           }),
    make("ScatterInfo",{ ScatterInfo(ScatterFunction::Add, false),
                         ScatterInfo(ScatterFunction::Max, false),
                         ScatterInfo(ScatterFunction::Min, false),
                         ScatterInfo(ScatterFunction::Add, false),
                         ScatterInfo(ScatterFunction::Update, false),
                         ScatterInfo(ScatterFunction::Sub, false),
                                           }),
    make("Expected", { false, true, true, false, false, false })),
    input_info, updates_info, indices_info, output_info, scatter_info, expected)
{
    const Status status = CLScatter::validate(&input_info.clone()->set_is_resizable(true), &updates_info.clone()->set_is_resizable(true), &indices_info.clone()->set_is_resizable(true), &output_info.clone()->set_is_resizable(true), scatter_info);
    ARM_COMPUTE_EXPECT(bool(status) == expected, framework::LogLevel::ERRORS);
}

TEST_SUITE(Float)
TEST_SUITE(FP32)
FIXTURE_DATA_TEST_CASE(RunSmall, CLScatterLayerFixture<float>, framework::DatasetMode::PRECOMMIT, combine(datasets::Small1DScatterDataset(),
                                                                                                                    make("DataType", {DataType::F32}),
                                                                                                                    make("ScatterFunction", {ScatterFunction::Update, ScatterFunction::Add, ScatterFunction::Sub, ScatterFunction::Min, ScatterFunction::Max }),
                                                                                                                    make("ZeroInit", {false})))
{
    validate(CLAccessor(_target), _reference, tolerance_f32);
}

// With this test, src should be passed as nullptr.
FIXTURE_DATA_TEST_CASE(RunSmallZeroInit, CLScatterLayerFixture<float>, framework::DatasetMode::PRECOMMIT, combine(datasets::Small1DScatterDataset(),
                                                                                                                    make("DataType", {DataType::F32}),
                                                                                                                    make("ScatterFunction", {ScatterFunction::Add}),
                                                                                                                    make("ZeroInit", {true})))
{
    validate(CLAccessor(_target), _reference, tolerance_f32);
}

TEST_SUITE_END() // FP32
TEST_SUITE_END() // Float
TEST_SUITE_END() // Scatter
TEST_SUITE_END() // CL
} // namespace validation
} // namespace test
} // namespace arm_compute