ComputationalGraphConcatenate.h

#pragma once
 
#if _MSC_VER >= 1900 && defined(_M_X64)
 
#include "ComputationalGraph.h"
#include "BackendConcatenate.h"
#include <vector>
 
namespace FLImaging
{
    namespace AI
    {
        template <typename T>
        class FL_EXPORT CComputationalGraphConcatenate : public CComputationalGraph<T>
        {
        protected:
            CComputationalGraphConcatenate();
            CComputationalGraphConcatenate(const CComputationalGraphConcatenate<T>& cg);
 
        public:
            CComputationalGraphConcatenate(const std::initializer_list<const CComputationalBase<T>*>& cbOperands, int64_t i64Axis);
            CComputationalGraphConcatenate(const std::vector<const CComputationalBase<T>*>& cbOperands, int64_t i64Axis);
            virtual ~CComputationalGraphConcatenate();
 
            virtual const CResult Clear() override;
 
            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 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 GetNextBatchSize(int64_t i64BatchSize) const;
            virtual const CResult PrintNodeParamInfo() const override;
 
            DeclareGetClassType();
            SupportToDuplicateObjectWithoutCreateNewObject(CComputationalGraphConcatenate, *this);
 
        protected:
            virtual const CResult DerivativeImage(const std::vector<bool>& vctBAddGradients);
            virtual const CResult CheckShape() const;
 
            virtual const CResult InternalConnectNode(const std::vector<const CComputationalBase<T>*>& vctOperands);
 
        protected:
            int64_t m_i64Axis;
            std::vector<bool>& m_vctActivationFlag;
 
            CBackendConcatenate<T> m_backendConcatenate;
 
        public:
            DeclareGetSignletonObject(CComputationalGraphConcatenate);
        };
 
        #define CCGFConcatenate(...) (*(new CComputationalGraphConcatenate<float>(__VA_ARGS__)))
        #define CCGDConcatenate(...) (*(new CComputationalGraphConcatenate<double>(__VA_ARGS__)))
 
        #define CCGTConcatenate(T, ...) (*(new CComputationalGraphConcatenate<T>(__VA_ARGS__)))
    }
}
 
#endif