OptimizerForSemanticSegmentation.h

#pragma once
 
#if _MSC_VER >= 1900 && defined(_M_X64)
 
#include "DefinitionsAI.h"
#include "Optimizer.h"
 
namespace FLImaging
{
    namespace AI
    {
        template <typename T>
        class CTensor;
 
        template <typename T>
        class FL_EXPORT COptimizerForSemanticSegmentation : public COptimizer<T>
        {
        public:
            COptimizerForSemanticSegmentation();
            COptimizerForSemanticSegmentation(const COptimizerForSemanticSegmentation<T>& otmz);
            COptimizerForSemanticSegmentation(const COptimizerForSemanticSegmentation<T>* pOtmz);
            virtual ~COptimizerForSemanticSegmentation();
 
            const COptimizerForSemanticSegmentation<T>& operator=(const COptimizerForSemanticSegmentation<T>& otmz);
 
            virtual const CResult ClearHistories();
 
            virtual const CResult Assign(const COptimizerForSemanticSegmentation<T>& ob);
            virtual const CResult Assign(const COptimizerForSemanticSegmentation<T>* pOb);
 
            virtual const std::vector<T>& GetLearningResultAccuracyZEHistory() const;
            virtual const std::vector<T>& GetLearningResultMeanIoUHistory() const;
            virtual const std::vector<T>& GetLearningResultMeanIoUZEHistory() const;
 
            virtual const std::vector<T>& GetLearningResultMeanAPHistory() const;
            virtual const std::vector<T>& GetLearningResultRecallHistory() const;
            virtual const std::vector<T>& GetLearningResultPrecisionHistory() const;
 
            virtual T GetLearningResultLastAccuracyZEValue() const;
            virtual T GetLearningResultLastMeanIoUValue() const;
            virtual T GetLearningResultLastMeanIoUZEValue() const;
 
            virtual T GetLearningResultLastMeanAP() const;
            virtual T GetLearningResultLastRecall() const;
            virtual T GetLearningResultLastPrecision() const;
 
        protected:
            virtual const CResult UpdateValidationHistory() override;
 
        protected:
            std::vector<T>& m_vctValidationZEHistory;
            std::vector<T>& m_vctMeanIoUHistory;
            std::vector<T>& m_vctMeanIoUZEHistory;
            
            std::vector<T>& m_vctMeanAPHistory;
            std::vector<T>& m_vctRecallHistory;
            std::vector<T>& m_vctPreicisionHistory;
 
        private:
            template<typename T>
            friend class CValidatorBase;
 
            template<typename T>
            friend class CValidatorForSemanticSegmentation;
        };
 
    }
}
 
#endif