ComputationalGraphGlobalAvgPool2D.h

#pragma once
 
#if _MSC_VER >= 1900 && defined(_M_X64)
 
#include "ComputationalGraph.h"
 
#include <vector>
 
namespace FLImaging
{
    namespace AI
    {
        #ifdef CUDNN_MODE
        template<typename T>
        class CCuda_ComputationalGraphPooling2D_Cudnn;
        #endif
 
        template <typename T>
        class FL_EXPORT CComputationalGraphGlobalAvgPool2D : public CComputationalGraph<T>
        {
        private:
            CComputationalGraphGlobalAvgPool2D();
 
        protected:
            CComputationalGraphGlobalAvgPool2D(const CComputationalGraphGlobalAvgPool2D<T>& cg);
 
        public:
 
            CComputationalGraphGlobalAvgPool2D(const CComputationalBase<T>& cbOperand);
            virtual ~CComputationalGraphGlobalAvgPool2D();
 
            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(CComputationalGraphGlobalAvgPool2D, *this);
 
        protected:
            virtual const CResult GlobalAvgPool2D(const CTensor<T>* pTsrOperand, CTensor<T>* pTsrResult);
            virtual const CResult GlobalAvgPool2D_Cuda(const CTensor<T>* pTsrOperand, CTensor<T>* pTsrResult);
            #ifdef CUDNN_MODE
            virtual const CResult GlobalAvgPool2D_CUDNN(const CTensor<T>* pTsrOperand, CTensor<T>* pTsrResult);
            #endif
            virtual const CResult DerivativeImage(bool bAddGradient);
            #ifdef CUDNN_MODE
            virtual const CResult DerivativeImage_CUDNN(bool bAddGradient);
            #endif
            virtual const CResult DerivativeImage_CUDA(bool bAddGradient);
 
        protected:
            #ifdef CUDNN_MODE
            CCuda_ComputationalGraphPooling2D_Cudnn<T>* m_pCudnn;
            #endif
 
        public:
            DeclareGetSignletonObject(CComputationalGraphGlobalAvgPool2D);
        };
 
        #define CCGFGlobalAvgPool2D(...) (*(new CComputationalGraphGlobalAvgPool2D<float>(__VA_ARGS__)))
        #define CCGDGlobalAvgPool2D(...) (*(new CComputationalGraphGlobalAvgPool2D<double>(__VA_ARGS__)))
 
        #define CCGTGlobalAvgPool2D(T, ...) (*(new CComputationalGraphGlobalAvgPool2D<T>(__VA_ARGS__)))
    }
}
 
#endif