device_reduce.hpp Source File

device_reduce.hpp Source File#

Composable Kernel: device_reduce.hpp Source File
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2023, Advanced Micro Devices, Inc. All rights reserved.
 
#pragma once
 
#include <array>
#include <memory>
 
#include "ck/ck.hpp"
#include "ck/tensor_operation/gpu/device/device_base.hpp"
 
namespace ck {
namespace tensor_operation {
namespace device {
 
template <typename InDataType,
          typename AccDataType,
          typename OutDataType,
          index_t Rank,
          index_t NumReduceDim,
          typename ReduceOperation,
          typename InElementwiseOperation,
          typename AccElementwiseOperation,
          bool PropagateNan,
          bool OutputIndex>
struct DeviceReduce : public BaseOperator
{
    static constexpr index_t NumOutDim = (Rank - NumReduceDim == 0) ? 1 : Rank - NumReduceDim;
 
    virtual std::unique_ptr<BaseArgument>
    MakeArgumentPointer(const std::array<index_t, Rank> inLengths,
                        const std::array<index_t, Rank> inStrides,
                        const std::array<index_t, NumOutDim> outLengths,
                        const std::array<index_t, NumOutDim> outStrides,
                        const std::array<int, NumReduceDim> reduceDims,
                        double alpha,
                        double beta,
                        const void* in_dev,
                        const void* in_index_dev,
                        void* out_dev,
                        void* out_index_dev,
                        const InElementwiseOperation in_elementwise_op,
                        const AccElementwiseOperation acc_elementwise_op) = 0;
 
    virtual std::unique_ptr<BaseInvoker> MakeInvokerPointer() = 0;
};
 
template <typename InDataType,
          typename AccDataType,
          typename OutDataType,
          index_t Rank,
          index_t NumReduceDim,
          typename ReduceOperation,
          typename InElementwiseOperation,
          typename AccElementwiseOperation,
          bool PropagateNan,
          bool OutputIndex>
using DeviceReducePtr = std::unique_ptr<DeviceReduce<InDataType,
                                                     AccDataType,
                                                     OutDataType,
                                                     Rank,
                                                     NumReduceDim,
                                                     ReduceOperation,
                                                     InElementwiseOperation,
                                                     AccElementwiseOperation,
                                                     PropagateNan,
                                                     OutputIndex>>;
 
} // namespace device
} // namespace tensor_operation
} // namespace ck