dl::optimization::LRScheduler< T > Class Template Reference

Learning rate scheduler base class. More...

#include <optimizers.hpp>

Inheritance diagram for dl::optimization::LRScheduler< T >:

Public Member Functions
	LRScheduler (AutogradOptimizer< T > *optimizer)
virtual	~LRScheduler ()=default
virtual void	step ()=0
	Update learning rate.
T	get_lr () const
	Get current learning rate.

Protected Attributes
AutogradOptimizer< T > *	optimizer_

Detailed Description

template<typename T>
class dl::optimization::LRScheduler< T >

Learning rate scheduler base class.

Definition at line 295 of file optimizers.hpp.

Constructor & Destructor Documentation

LRScheduler()

template<typename T >

dl::optimization::LRScheduler< T >::LRScheduler ( AutogradOptimizer< T > *  optimizer )

inlineexplicit

Definition at line 297 of file optimizers.hpp.

~LRScheduler()

template<typename T >

virtual dl::optimization::LRScheduler< T >::~LRScheduler ( )

virtualdefault

Member Function Documentation

get_lr()

template<typename T >

T dl::optimization::LRScheduler< T >::get_lr ( ) const

inline

Get current learning rate.

Definition at line 308 of file optimizers.hpp.

step()

template<typename T >

virtual void dl::optimization::LRScheduler< T >::step ( )

pure virtual

Update learning rate.

Implemented in dl::optimization::StepLR< T >.

Member Data Documentation

optimizer_

template<typename T >

AutogradOptimizer<T>* dl::optimization::LRScheduler< T >::optimizer_

protected

Definition at line 311 of file optimizers.hpp.

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The documentation for this class was generated from the following file:

• include/optimization/optimizers.hpp