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

/*
 * Copyright (c) 2023 Arm Limited.
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 * SPDX-License-Identifier: MIT
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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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#include "arm_compute/core/Types.h"
#include "arm_compute/dynamic_fusion/sketch/gpu/operators/GpuSigmoid.h"
#include "arm_compute/runtime/CL/CLTensor.h"

#include "tests/CL/CLAccessor.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/dynamic_fusion/operators/ActivationFixture.h"

namespace arm_compute
{
namespace test
{
namespace validation
{
namespace
{
constexpr AbsoluteTolerance<float> tolerance_f32(1e-6f);
constexpr AbsoluteTolerance<float> tolerance_f16(0.001f);
} // namespace

TEST_SUITE(CL)
TEST_SUITE(DYNAMIC_FUSION)
TEST_SUITE(SIGMOID)
// *INDENT-OFF*
// clang-format off
DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(
                framework::dataset::make("InputInfo", { TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32),
                                                        TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F16),
                                                        TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::QASYMM8), // Unsupported data type
                                                    }),
                framework::dataset::make("Expected", { true, true, false })),
                input_info, expected)
{
    // Create a new workload sketch
    CLCompileContext cl_compile_ctx = CLKernelLibrary::get().get_compile_context();
    GpuWorkloadContext context{ &cl_compile_ctx };
    GpuWorkloadSketch sketch{ &context };

    // Fuse sigmoid
    const TensorInfo src_info = context.create_tensor_info(input_info);

    const bool res = static_cast<bool>(GpuSigmoid::validate_op(sketch, &src_info));
    ARM_COMPUTE_EXPECT(res == expected, framework::LogLevel::ERRORS);
}
// clang-format on
// *INDENT-ON*

template <typename T>
using DynamicFusionSigmoidOpFixture = DynamicFusionSigmoidValidationFixture<CLTensor, CLAccessor, GpuSigmoid, T>;

TEST_SUITE(Float)
TEST_SUITE(FP16)
FIXTURE_DATA_TEST_CASE(RunSmallOneOp,
                       DynamicFusionSigmoidOpFixture<half>,
                       framework::DatasetMode::ALL,
                       combine(combine(datasets::SmallShapes(),
                                       framework::dataset::make("Fuse", { false })),
                               framework::dataset::make("DataType", DataType::F16)))
{
    // Validate output
    validate(CLAccessor(_target), _reference, tolerance_f16);
}

FIXTURE_DATA_TEST_CASE(RunSmall5dOneOp,
                       DynamicFusionSigmoidOpFixture<half>,
                       framework::DatasetMode::ALL,
                       combine(combine(datasets::Small5dShapes(),
                                       framework::dataset::make("Fuse", { false })),
                               framework::dataset::make("DataType", DataType::F16)))
{
    // Validate output
    ARM_COMPUTE_TEST_INFO("Currently 5D+ tensors are unsupported for this operation.");
    framework::ARM_COMPUTE_PRINT_INFO();
}

FIXTURE_DATA_TEST_CASE(RunSmallTwoOps,
                       DynamicFusionSigmoidOpFixture<half>,
                       framework::DatasetMode::ALL,
                       combine(combine(datasets::SmallShapes(),
                                       framework::dataset::make("Fuse", { true })),
                               framework::dataset::make("DataType", DataType::F16)))
{
    // Validate output
    validate(CLAccessor(_target), _reference, tolerance_f16);
}

TEST_SUITE_END() // FP16

TEST_SUITE(FP32)
FIXTURE_DATA_TEST_CASE(RunSmallOneOp,
                       DynamicFusionSigmoidOpFixture<float>,
                       framework::DatasetMode::ALL,
                       combine(combine(datasets::SmallShapes(),
                                       framework::dataset::make("Fuse", { false })),
                               framework::dataset::make("DataType", DataType::F32)))
{
    // Validate output
    validate(CLAccessor(_target), _reference, tolerance_f32);
}

FIXTURE_DATA_TEST_CASE(RunSmall5dOneOp,
                       DynamicFusionSigmoidOpFixture<float>,
                       framework::DatasetMode::ALL,
                       combine(combine(datasets::Small5dShapes(),
                                       framework::dataset::make("Fuse", { false })),
                               framework::dataset::make("DataType", DataType::F32)))
{
    // Validate output
    ARM_COMPUTE_TEST_INFO("Currently 5D+ tensors are unsupported for this operation.");
    framework::ARM_COMPUTE_PRINT_INFO();
}

FIXTURE_DATA_TEST_CASE(RunSmallTwoOps,
                       DynamicFusionSigmoidOpFixture<float>,
                       framework::DatasetMode::ALL,
                       combine(combine(datasets::SmallShapes(),
                                       framework::dataset::make("Fuse", { true })),
                               framework::dataset::make("DataType", DataType::F32)))
{
    // Validate output
    validate(CLAccessor(_target), _reference, tolerance_f32);
}

TEST_SUITE_END() // FP32
TEST_SUITE_END() // Float

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