ComputationalGraphMultiScaleRoIAlign.h

#pragma once
 
#if _MSC_VER >= 1900 && defined(_M_X64)
 
#include "ComputationalGraph.h"
#include "BackendMultiScaleRoIAlign.h"
#include "DefinitionsAI.h"
 
namespace FLImaging
{
    namespace AI
    {
        template<typename T>
        class FL_EXPORT CBackendMultiScaleRoIAlign;
 
        template <typename T>
        class FL_EXPORT CComputationalGraphMultiScaleRoIAlign : public CComputationalGraph<T>
        {
 
        private:
            CComputationalGraphMultiScaleRoIAlign();
 
        protected:
            CComputationalGraphMultiScaleRoIAlign(const CComputationalGraphMultiScaleRoIAlign<T>& cg);
 
        public:
            CComputationalGraphMultiScaleRoIAlign(const std::vector<const CComputationalBase<T>*>& vctFeatures, const CComputationalBase<T>& cgBoxes, int64_t i64OutputWidth, int64_t i64OutputHeight, int64_t i64SamplingRatio, int64_t i64ImageWidth, int64_t i64ImageHeight, int64_t i64CanonicalScale = 224, int64_t i64CanonicalLevel = 4);
            CComputationalGraphMultiScaleRoIAlign(const std::initializer_list<const CComputationalBase<T>*>& ilFeatures, const CComputationalBase<T>& cgBoxes, int64_t i64OutputWidth, int64_t i64OutputHeight, int64_t i64SamplingRatio, int64_t i64ImageWidth, int64_t i64ImageHeight, int64_t i64CanonicalScale = 224, int64_t i64CanonicalLevel = 4);
            
            virtual ~CComputationalGraphMultiScaleRoIAlign();
 
            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 int64_t GetRequiredDedicatedMemory(bool bTraining = false, bool bRecursively = true, int64_t i64BatchSize = 1) const override;
            virtual int64_t GetRequiredTemporaryMemory(bool bTraining = false , bool bRecursively = true, int64_t i64BatchSize = 1, int64_t i64MemoryIndex = 0) const override;
 
            const CResult SetOutputWidth(int64_t i64OutputWidth);
            int64_t GetOutputWidth() const;
            const CResult SetOutputHeight(int64_t i64OutputHeight);
            int64_t GetOutputHeight() const;
            const CResult SetSamplingRatio(int64_t i64SamplingRatio);
            int64_t GetSamplingRatio() const;
            const CResult SetImageWidth(int64_t i64ImageWidth);
            int64_t GetImageWidth() const;
            const CResult SetImageHeight(int64_t i64ImageHeight);
            int64_t GetImageHeight() const;
            const CResult SetCanonicalScale(int64_t i64CanonicalScale);
            int64_t GetCanonicalScale() const;
            const CResult SetCanonicalLevel(int64_t i64CanonicalLevel);
            int64_t GetCanonicalLevel() const;
 
            DeclareGetClassType();
            SupportToDuplicateObjectWithoutCreateNewObject(CComputationalGraphMultiScaleRoIAlign, *this);
            
        protected:
            const CResult CheckShape() const;
 
        private:
            int64_t m_i64OutputWidth;
            int64_t m_i64OutputHeight;
            int64_t m_i64SamplingRatio;
            int64_t m_i64ImageWidth;
            int64_t m_i64ImageHeight;
            int64_t m_i64CanonicalScale;
            int64_t m_i64CanonicalLevel;
 
            CBackendMultiScaleRoIAlign<T> m_backendMultiScaleRoIAlign;
        public:
            DeclareGetSignletonObject(CComputationalGraphMultiScaleRoIAlign);
        };
 
        #define CCGFMultiScaleRoIAlign(...) (*(new CComputationalGraphMultiScaleRoIAlign<float>(__VA_ARGS__)))
        #define CCGDMultiScaleRoIAlign(...) (*(new CComputationalGraphMultiScaleRoIAlign<double>(__VA_ARGS__)))
 
        #define CCGTMultiScaleRoIAlign(T, ...) (*(new CComputationalGraphMultiScaleRoIAlign<T>(__VA_ARGS__)))
    }
}
 
#endif