Mila::Dnn::ConstantLRScheduler Class Reference

Constant learning-rate scheduler. More...

Inheritance diagram for Mila::Dnn::ConstantLRScheduler:

Collaboration diagram for Mila::Dnn::ConstantLRScheduler:

Public Member Functions
	ConstantLRScheduler (double lr)
double	getLearningRate (std::size_t) const override
	Get the learning rate for the provided (zero-based) step.
std::string	toString () const override
	Human-readable description of the scheduler.
Public Member Functions inherited from Mila::Dnn::LearningRateScheduler
virtual	~LearningRateScheduler ()=default

Private Attributes
double	lr_

Detailed Description

Constant learning-rate scheduler.

Always returns the same learning rate.

Constructor & Destructor Documentation

ConstantLRScheduler()

Mila::Dnn::ConstantLRScheduler::ConstantLRScheduler ( double lr )

inlineexplicit

Member Function Documentation

getLearningRate()

double Mila::Dnn::ConstantLRScheduler::getLearningRate ( std::size_t step ) const

inlineoverridevirtual

Get the learning rate for the provided (zero-based) step.

Parameters

step	Zero-based step index.

Returns

Scalar learning rate to use at this step.

Implements Mila::Dnn::LearningRateScheduler.

toString()

std::string Mila::Dnn::ConstantLRScheduler::toString ( ) const

inlineoverridevirtual

Human-readable description of the scheduler.

Implements Mila::Dnn::LearningRateScheduler.

Member Data Documentation

lr_

double Mila::Dnn::ConstantLRScheduler::lr_

private

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

• /__w/Mila/Mila/Mila/Src/Dnn/Core/LearningRateScheduler.ixx