`Scheduler`

struct defined in module FluxTraining


			Scheduler(schedules...)

Callback for hyperparameter scheduling. Takes pairs of HyperParameter
types and ParameterSchedulers . jl schedules .

See the tutorial for more information.

Example


			
			
			
			es
			
			 
			
			=
			
			 
			
			
			length
			
			(
			
			
			
			learner
			
			.
			
			
			data
			
			.
			
			
			training
			
			)
			
			

			
			
			lrschedule
			
			 
			
			=
			
			 
			
			
			
			ParameterSchedulers
			
			.
			
			
			Step
			
			(
			
			
			;
			
			
			λ
			
			=
			
			1.0
			
			,
			
			 
			
			
			γ
			
			=
			
			0.9
			
			,
			
			 
			
			
			step_sizes
			
			=
			
			
			[
			
			10
			
			,
			
			 
			
			20
			
			]
			
			)
			
			

			
			
			scheduler
			
			 
			
			=
			
			 
			
			
	
		
			Scheduler
			
			(
			
			
    
			
			
	
		
			LearningRate
			
			 
			
			=>
			
			 
			
			lrschedule
			
			

			
			)

Methods

There is 1 method for Scheduler:

Scheduler(args...; kwargs...)

callbacks/scheduler.jl:22

Backlinks

The following pages link back here:

Callback reference, Features, Hyperparameter scheduling, News, Training loop

FluxTraining.jl , callbacks/scheduler.jl