ComputationalGraphELU.h

#pragma once
 
#if _MSC_VER >= 1900 && defined(_M_X64)
 
#include "ComputationalGraph.h"
 
namespace FLImaging
{
    namespace AI
    {
        #ifdef CUDNN_MODE
        template <typename T>
        class CCuda_ComputationalGraphELU_Cudnn;
        #endif
 
        template <typename T>
        class FL_EXPORT CComputationalGraphELU : public CComputationalGraph<T>
        {
        private:
            CComputationalGraphELU();
 
        protected:
            CComputationalGraphELU(const CComputationalGraphELU<T>& cg);
 
        public:
            CComputationalGraphELU(const CComputationalBase<T>& cbOperand, T tAlpha = (T)1.0, bool bInplace = false);
            virtual ~CComputationalGraphELU();
 
            virtual CTensor<T>& Forward() override;
            virtual CTensor<T>* Backward() override;
            virtual CComputationalBase<T>* Clone() const 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 const CResult EnableInplace(bool bInplace = false);
            virtual bool IsNonTrainingMemoryInheritanceEnabled() const override;
 
            DeclareGetClassType();
            SupportToDuplicateObjectWithoutCreateNewObject(CComputationalGraphELU, *this);
 
        protected:
            T m_tAlpha;
            #ifdef CUDNN_MODE
            CCuda_ComputationalGraphELU_Cudnn<T>* m_cudnn;
            #endif
 
        public:
            DeclareGetSignletonObject(CComputationalGraphELU);
        };
 
        #define CCGFELU(...) (*(new CComputationalGraphELU<float>(__VA_ARGS__)))
        #define CCGDELU(...) (*(new CComputationalGraphELU<double>(__VA_ARGS__)))
 
        #define CCGTELU(T, ...) (*(new CComputationalGraphELU<T>(__VA_ARGS__)))
    }
}
 
#endif