ComputationalGraphReLU.h

#pragma once
 
#if _MSC_VER >= 1900 && defined(_M_X64)
 
#include "ComputationalGraph.h"
#include "BackendReLU.h"
 
namespace FLImaging
{
    namespace AI
    {
        #ifdef CUDNN_MODE
        template <typename T>
        class CCuda_ComputationalGraphReLU_Cudnn;
        #endif
        template <typename T>
        class FL_EXPORT CComputationalGraphReLU : public CComputationalGraph<T>
        {
        private:
            CComputationalGraphReLU();
 
        protected:
            CComputationalGraphReLU(const CComputationalGraphReLU<T>& cg);
 
        public:
            CComputationalGraphReLU(const CComputationalBase<T>& cbOperand, bool bInplace = false);
            virtual ~CComputationalGraphReLU();
 
            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;
            
 
            DeclareGetClassType();
            SupportToDuplicateObjectWithoutCreateNewObject(CComputationalGraphReLU, *this);
 
        protected:
            #ifdef CUDNN_MODE
            CCuda_ComputationalGraphReLU_Cudnn<T>* m_cudnn;
            #endif
            int8_t* m_pReserveBuffer;
            size_t m_stReserveSize;
 
            CBackendReLU<T> m_backendReLU;
 
        public:
            DeclareGetSignletonObject(CComputationalGraphReLU);
        };
 
        #define CCGFReLU(...) (*(new CComputationalGraphReLU<float>(__VA_ARGS__)))
        #define CCGDReLU(...) (*(new CComputationalGraphReLU<double>(__VA_ARGS__)))
 
        #define CCGTReLU(T, ...) (*(new CComputationalGraphReLU<T>(__VA_ARGS__)))
 
    }
}
 
#endif