tests/validation/dynamic_fusion/gpu/cl/Add.cpp

/*
 * Copyright (c) 2022-2024 Arm Limited.
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 * SPDX-License-Identifier: MIT
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#include "arm_compute/dynamic_fusion/sketch/gpu/GpuWorkloadSketch.h"
#include "arm_compute/dynamic_fusion/sketch/gpu/operators/GpuAdd.h"

#include "tests/CL/CLAccessor.h"
#include "tests/datasets/DynamicFusionDataset.h"
#include "tests/datasets/ShapeDatasets.h"
#include "tests/framework/datasets/Datasets.h"
#include "tests/framework/Fixture.h"
#include "tests/framework/Macros.h"
#include "tests/validation/fixtures/dynamic_fusion/gpu/cl/ElementwiseBinaryFixture.h"
#include "tests/validation/Validation.h"

namespace arm_compute
{
namespace test
{
namespace validation
{
/* Synced with tests/validation/CL/ArithmeticAddition.cpp from the standard interface.
 *
 * Difference          | Why the difference
 * No quantized tests  | Not supported yet
 * No in place tests   | Not supported yet
 * No activation tests | Not needed in dynamic fusion interface
 *
 */
TEST_SUITE(CL)
TEST_SUITE(DYNAMIC_FUSION)
TEST_SUITE(ADD)

// *INDENT-OFF*
// clang-format off
DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(
               framework::dataset::make("LhsInfo", { TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32),
                                                        TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32),    // Invalid data type combination
                                                        TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S16),    // S16 is valid data type for Add
                                                        TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S32),    // S32 is valid data type for Add
                                                        TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32),    // Mismatching shapes
                                                        TensorInfo(TensorShape(32U,  1U, 1U), 1, DataType::F32),    // Broadcasting allowed for lhs
                                                        TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QASYMM8),    // Unsupported data type QASYMM8
                                                        TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QASYMM8_SIGNED),    // Unsupported data type QASYMM8
                                                        TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32),
                                                        TensorInfo(TensorShape(15U, 23U, 3U), 1, DataType::F32),    // Broadcast Y dimension is not allowed
                                                        TensorInfo(TensorShape( 3U,  8U, 9U), 1, DataType::S16),    // Broadcast Z dimension is not allowed
                                                        TensorInfo(TensorShape(32U, 13U, 2U, 2), 1, DataType::F32), // Batching is allowed
                                                      }),
               framework::dataset::make("RhsInfo",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32),
                                                       TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F16),
                                                       TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S16),
                                                       TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S32),
                                                       TensorInfo(TensorShape(48U, 11U, 2U), 1, DataType::F32),
                                                       TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32),
                                                       TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QASYMM8),    // Unsupported data type QASYMM8
                                                       TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QASYMM8_SIGNED),    // Unsupported data type QASYMM8
                                                       TensorInfo(TensorShape(32U,  1U, 1U), 1, DataType::F32),    // Broadcasting allowed for rhs
                                                       TensorInfo(TensorShape(15U,  1U, 3U), 1, DataType::F32),
                                                       TensorInfo(TensorShape( 3U,  8U, 1U), 1, DataType::S16),
                                                       TensorInfo(TensorShape(32U, 13U, 2U, 2), 1, DataType::F32),
                                                      })),
               framework::dataset::make("Expected", { true, false, true, true, false, true, false, false, true, false, false, true})),
               input1_info, input2_info, expected)
{
    // Create a new workload sketch
    auto              cl_compile_ctx = CLKernelLibrary::get().get_compile_context();
    auto              context        = GpuWorkloadContext{ &cl_compile_ctx };
    GpuWorkloadSketch sketch{ &context };

    // Validate Elementwise Add
    auto          lhs_info         = context.create_tensor_info(input1_info);
    auto          rhs_info         = context.create_tensor_info(input2_info);

    bool res = bool(GpuAdd::validate_op(sketch, lhs_info, rhs_info));
    ARM_COMPUTE_EXPECT(res == expected, framework::LogLevel::ERRORS);
}
// clang-format on
// *INDENT-ON*

constexpr AbsoluteTolerance<float> tolerance_f(
    0.0001f); /**< Tolerance value for comparing reference's output against implementation's output for DataType::F32 and DataType::F16 */
constexpr float tolerance_num = 0.0001f; /**< Tolerance number */

template <typename T>
using DynamicFusionCLAddFixture =
    DynamicFusionGpuElementwiseBinaryOneOpValidationFixture<CLTensor, CLAccessor, GpuAdd, T>;

template <typename T>
using DynamicFusionCLAddBroadcastFixture =
    DynamicFusionGpuElementwiseBinaryBroadcastOneOpValidationFixture<CLTensor, CLAccessor, GpuAdd, T>;

template <typename T>
using DynamicFusionCLAddTwoOpsFixture =
    DynamicFusionGpuElementwiseBinaryTwoOpsValidationFixture<CLTensor, CLAccessor, GpuAdd, T>;

TEST_SUITE(FP32)
FIXTURE_DATA_TEST_CASE(RunSmallOneOp,
                       DynamicFusionCLAddFixture<float>,
                       framework::DatasetMode::PRECOMMIT,
                       combine(combine(combine(framework::dataset::make("ElementwiseOp", {ArithmeticOperation::ADD}),
                                               datasets::SmallShapes()),
                                       framework::dataset::make("DataType", {DataType::F32})),
                               framework::dataset::make("InPlace", {false})))
{
    // Validate output
    validate(CLAccessor(_target), _reference, tolerance_f);
}
FIXTURE_DATA_TEST_CASE(RunLargeOneOp,
                       DynamicFusionCLAddFixture<float>,
                       framework::DatasetMode::NIGHTLY,
                       combine(combine(combine(framework::dataset::make("ElementwiseOp", {ArithmeticOperation::ADD}),
                                               datasets::LargeShapes()),
                                       framework::dataset::make("DataType", {DataType::F32})),
                               framework::dataset::make("InPlace", {false})))
{
    // Validate output
    validate(CLAccessor(_target), _reference, tolerance_f);
}
FIXTURE_DATA_TEST_CASE(RunSmallBroadcastOneOp,
                       DynamicFusionCLAddBroadcastFixture<float>,
                       framework::DatasetMode::PRECOMMIT,
                       combine(combine(combine(framework::dataset::make("ElementwiseOp", {ArithmeticOperation::ADD}),
                                               datasets::TemporaryLimitedSmallShapesBroadcast()),
                                       framework::dataset::make("DataType", {DataType::F32})),
                               framework::dataset::make("InPlace", {false})))
{
    // Validate output
    validate(CLAccessor(_target), _reference, tolerance_f);
}

FIXTURE_DATA_TEST_CASE(RunLargeBroadcastOneOp,
                       DynamicFusionCLAddBroadcastFixture<float>,
                       framework::DatasetMode::NIGHTLY,
                       combine(combine(combine(framework::dataset::make("ElementwiseOp", {ArithmeticOperation::ADD}),
                                               datasets::TemporaryLimitedLargeShapesBroadcast()),
                                       framework::dataset::make("DataType", {DataType::F32})),
                               framework::dataset::make("InPlace", {false})))
{
    // Validate output
    validate(CLAccessor(_target), _reference, tolerance_f);
}
FIXTURE_DATA_TEST_CASE(
    RunSmallTwoOps,
    DynamicFusionCLAddTwoOpsFixture<float>,
    framework::DatasetMode::PRECOMMIT,
    combine(combine(combine(combine(framework::dataset::make("ElementwiseOp", {ArithmeticOperation::ADD}),
                                    datasets::DynamicFusionElementwiseBinaryTwoOpsSmallShapes()),
                            framework::dataset::make("DataType", {DataType::F32})),
                    framework::dataset::make("InPlace", {false})),
            framework::dataset::make("FuseTwoOps", {true})))
{
    // Validate output
    validate(CLAccessor(_target), _reference, tolerance_f);
}
TEST_SUITE_END() // FP32

TEST_SUITE(FP16)
FIXTURE_DATA_TEST_CASE(RunSmallOneOp,
                       DynamicFusionCLAddFixture<half>,
                       framework::DatasetMode::ALL,
                       combine(combine(combine(framework::dataset::make("ElementwiseOp", {ArithmeticOperation::ADD}),
                                               datasets::SmallShapes()),
                                       framework::dataset::make("DataType", {DataType::F16})),
                               framework::dataset::make("InPlace", {false})))
{
    // Validate output
    validate(CLAccessor(_target), _reference, tolerance_f, tolerance_num);
}

FIXTURE_DATA_TEST_CASE(RunSmallBroadcastOneOp,
                       DynamicFusionCLAddBroadcastFixture<half>,
                       framework::DatasetMode::ALL,
                       combine(combine(combine(framework::dataset::make("ElementwiseOp", {ArithmeticOperation::ADD}),
                                               datasets::TemporaryLimitedSmallShapesBroadcast()),
                                       framework::dataset::make("DataType", {DataType::F16})),
                               framework::dataset::make("InPlace", {false})))
{
    // Validate output
    validate(CLAccessor(_target), _reference, tolerance_f, tolerance_num);
}

TEST_SUITE_END() // FP16

TEST_SUITE(S32)
FIXTURE_DATA_TEST_CASE(RunSmall,
                       DynamicFusionCLAddFixture<int32_t>,
                       framework::DatasetMode::PRECOMMIT,
                       combine(combine(combine(framework::dataset::make("ElementwiseOp", {ArithmeticOperation::ADD}),
                                               datasets::SmallShapes()),
                                       framework::dataset::make("DataType", {DataType::S32})),
                               framework::dataset::make("InPlace", {false})))
{
    // Validate output
    validate(CLAccessor(_target), _reference);
}
TEST_SUITE_END() // S32

TEST_SUITE(S16)
FIXTURE_DATA_TEST_CASE(RunSmall,
                       DynamicFusionCLAddFixture<int16_t>,
                       framework::DatasetMode::PRECOMMIT,
                       combine(combine(combine(framework::dataset::make("ElementwiseOp", {ArithmeticOperation::ADD}),
                                               datasets::SmallShapes()),
                                       framework::dataset::make("DataType", {DataType::S16})),
                               framework::dataset::make("InPlace", {false})))
{
    // Validate output
    validate(CLAccessor(_target), _reference);
}
FIXTURE_DATA_TEST_CASE(RunLarge,
                       DynamicFusionCLAddFixture<int16_t>,
                       framework::DatasetMode::NIGHTLY,
                       combine(combine(combine(framework::dataset::make("ElementwiseOp", {ArithmeticOperation::ADD}),
                                               datasets::LargeShapes()),
                                       framework::dataset::make("DataType", {DataType::S16})),
                               framework::dataset::make("InPlace", {false})))
{
    // Validate output
    validate(CLAccessor(_target), _reference);
}
TEST_SUITE_END() // S16

TEST_SUITE(U8)
FIXTURE_DATA_TEST_CASE(RunSmall,
                       DynamicFusionCLAddFixture<uint8_t>,
                       framework::DatasetMode::PRECOMMIT,
                       combine(combine(combine(framework::dataset::make("ElementwiseOp", {ArithmeticOperation::ADD}),
                                               datasets::SmallShapes()),
                                       framework::dataset::make("DataType", {DataType::U8})),
                               framework::dataset::make("InPlace", {false})))
{
    // Validate output
    validate(CLAccessor(_target), _reference);
}
TEST_SUITE_END() // U8

TEST_SUITE_END() // ADD
TEST_SUITE_END() // DYNAMIC_FUSION
TEST_SUITE_END() // CL
} // namespace validation
} // namespace test
} // namespace arm_compute