Class GradientBasedOptimizer

• Defined in File optimizer.hpp

Inheritance Relationships

Base Type

• public Optimizer (Class Optimizer)

Derived Types

• public AdamOptimizer (Class AdamOptimizer)

• public GradientDecentOptimizer (Class GradientDecentOptimizer)

Class Documentation

class GradientBasedOptimizer : public Optimizer

Subclassed by AdamOptimizer, GradientDecentOptimizer

Public Functions

inline GradientBasedOptimizer(UINT trainable_parameter_count)

inline virtual ~GradientBasedOptimizer()

virtual void apply_gradient(std::vector<double> *parameter, const std::vector<double> &gradient) = 0