ComputationalGraphOneHotEncoded.h

#pragma once
 
#if _MSC_VER >= 1900 && defined(_M_X64)
 
#include "ComputationalGraph.h"
#include "BackendSoftmaxWithCrossEntropy.h"
#include <vector>
 
namespace FLImaging
{
    namespace AI
    {
        template <typename T>
        class FL_EXPORT CComputationalGraphOneHotEncoded : public CComputationalGraph<T>
        {
        private:
            CComputationalGraphOneHotEncoded();
 
        protected:
            CComputationalGraphOneHotEncoded(const CComputationalGraphOneHotEncoded<T>& cg);
 
        public:
            CComputationalGraphOneHotEncoded(const CComputationalBase<T>& cbOperand, int64_t i64ClassCount = -1);
            virtual ~CComputationalGraphOneHotEncoded();
 
            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 const CResult PrintNodeParamInfo() const override;
 
            virtual const CResult SetClassCount(int64_t i64ClassCount);
            virtual int64_t GetClassCount() const;
 
            DeclareGetClassType();
            SupportToDuplicateObjectWithoutCreateNewObject(CComputationalGraphOneHotEncoded, *this);
 
        protected:
            CBackendSoftmaxWithCrossEntropy<T> m_backendSftmaxCrossEntropy;
            int64_t m_i64ClassCount;
 
        public:
            DeclareGetSignletonObject(CComputationalGraphOneHotEncoded);
        };
 
        #define CCGFOneHotEncoded(...) (*(new CComputationalGraphOneHotEncoded<float>(__VA_ARGS__)))
        #define CCGDOneHotEncoded(...) (*(new CComputationalGraphOneHotEncoded<double>(__VA_ARGS__)))
 
        #define CCGTOneHotEncoded(T, ...) (*(new CComputationalGraphOneHotEncoded<T>(__VA_ARGS__)))
    }
}
 
#endif