ComputationalGraphReduceSum.h

#pragma once
 
#if _MSC_VER >= 1900 && defined(_M_X64)
 
#include "ComputationalGraph.h"
 
namespace FLImaging
{
    namespace AI
    {
        template <typename T>
        class FL_EXPORT CComputationalGraphReduceSum : public CComputationalGraph<T>
        {
        private:
            CComputationalGraphReduceSum();
 
        protected:
            CComputationalGraphReduceSum(const CComputationalGraphReduceSum<T>& cg);
 
        public:
            CComputationalGraphReduceSum(const CComputationalBase<T>& cbOperand, bool bKeepDim = false);
            CComputationalGraphReduceSum(const CComputationalBase<T>& cbOperand, const std::vector<int64_t>& vctAxes, bool bKeepDim = false);
            CComputationalGraphReduceSum(const CComputationalBase<T>& cbOperand, const std::initializer_list<int64_t>& ilAxes, bool bKeepDim = false);
            virtual ~CComputationalGraphReduceSum();
 
            virtual CTensor<T>& Forward() override;
            virtual CTensor<T>* Backward() override;
            virtual CComputationalBase<T>* Clone() const override;
 
            virtual const CResult Swap(CComputationalBase<T>& cbSwap) override;
            virtual const std::vector<int64_t>& GetEstimatedShape(bool bRecursive = true) const override;
            virtual const CResult PrintNodeParamInfo() const override;
 
            virtual const CResult GetBinaryData(Base::CFLData& fldBinary, bool bSuperClass = false, int32_t i32Version = -1, bool bDumpMode = false) const override;
            virtual const CResult GetBinaryData(Base::CFLData* pFldBinary, bool bSuperClass = false, int32_t i32Version = -1, bool bDumpMode = false) const override;
 
            virtual const CResult SetBinaryData(const Base::CFLData& fldBinary, int64_t* pI64Offset = nullptr) override;
            virtual const CResult SetBinaryData(const Base::CFLData* pFldBinary, int64_t* pI64Offset = nullptr) override;
 
            virtual int64_t GetRequiredTemporaryMemory(bool bTraining = false, bool bRecursively = true, int64_t i64BatchSize = 1, int64_t i64MemoryIndex = 0) const override;
 
            DeclareGetClassType();
            SupportToDuplicateObjectWithoutCreateNewObject(CComputationalGraphReduceSum, *this);
 
        protected:
            virtual const CResult CalculateDerivative(bool bAddGradients);
 
            std::vector<int64_t>& m_vctAxes;
            bool m_bKeepDim;
 
        public:
            DeclareGetSignletonObject(CComputationalGraphReduceSum);
        };
 
        #define CCGFReduceSum(...) (*(new CComputationalGraphReduceSum<float>(__VA_ARGS__)))
        #define CCGDReduceSum(...) (*(new CComputationalGraphReduceSum<double>(__VA_ARGS__)))
 
        #define CCGTReduceSum(T, ...) (*(new CComputationalGraphReduceSum<T>(__VA_ARGS__)))
    }
}
 
#endif