ADABADAM Optimiser¶
The ADABADAM (Adaptive Batched, Adaptive Moment) Estimator
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template<class T>
class ADABADAM::Optimizer¶ Public Functions
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inline void Minimize(std::vector<double> &x)¶
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inline std::string GetStatus()¶
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inline void InitialiseSpeedControls(std::vector<int> sizes, std::vector<double> speeds)¶
Public Members
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OptimizerStatus Status¶
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OptimizerProperties Properties¶
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StopConditions HaltConditions¶
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ProgressTracker Progress¶
Private Functions
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inline void SetDefaults()¶
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inline void Initialise()¶
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inline void ADABADAM_Body(std::vector<double> &x)¶
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inline void CheckConvergence(double dg, double df, double dx)¶
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inline int CheckMinibatches(double df, int currentSize)¶
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inline bool NeedsBatchReduction()¶
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inline void UpdateProgress(int batch, int nBatches, double F, double G, double dF, double dxNorm, const std::vector<double> &x)¶
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inline void SaveProgress(int n)¶
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inline void InitialiseExternalFiles()¶
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inline void CheckExternalFiles()¶
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inline void CleanExternalFiles()¶
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inline void Minimize(std::vector<double> &x)¶