ComputationalGraphSoftmax.h

#pragma once
 
#if _MSC_VER >= 1900 && defined(_M_X64)
 
#include "ComputationalGraph.h"
#include "BackendSoftmax.h"
 
namespace FLImaging
{
    namespace AI
    {
        template <typename T>
        class FL_EXPORT CComputationalGraphSoftmax : public CComputationalGraph<T>
        {
        private:
            CComputationalGraphSoftmax();
 
        protected:
            CComputationalGraphSoftmax(const CComputationalGraphSoftmax<T>& cg);
 
        public:
            CComputationalGraphSoftmax(const CComputationalBase<T>& cbOperand1, int64_t i64Axis = -1);
            virtual ~CComputationalGraphSoftmax();
 
            virtual CTensor<T>& Forward() override;
            virtual CTensor<T>* Backward() override;
            virtual CComputationalBase<T>* Clone() 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 const std::vector<int64_t>& GetEstimatedShape(bool bRecursive = true) const override;
 
            virtual int64_t GetRequiredDedicatedMemory(bool bTraining = false, bool bRecursively = true, int64_t i64BatchSize = 1) const override;
            
            DeclareGetClassType();
            SupportToDuplicateObjectWithoutCreateNewObject(CComputationalGraphSoftmax, *this);
 
        protected:
            CBackendSoftmax<T> m_backendSoftmax;
 
        private:
            int64_t m_i64Axis;
 
        public:
            DeclareGetSignletonObject(CComputationalGraphSoftmax);
        };
 
        #define CCGFSoftmax(...) (*(new CComputationalGraphSoftmax<float>(__VA_ARGS__)))
        #define CCGDSoftmax(...) (*(new CComputationalGraphSoftmax<double>(__VA_ARGS__)))
 
        #define CCGTSoftmax(T, ...) (*(new CComputationalGraphSoftmax<T>(__VA_ARGS__)))
    }
}
 
#endif