R/learning_rate_schedules.R

new_learning_rate_schedule_class

Create a new learning rate schedule type

Description

Create a new learning rate schedule type

Usage

 
new_learning_rate_schedule_class( 
  classname, 
  ..., 
  initialize = NULL, 
  call, 
  get_config = NULL 
) 

Arguments

Arguments	Description
classname	string
…	methods and properties of the schedule class
initialize, get_config	Additional recommended methods to implement. - https://www.tensorflow.org/api_docs/python/tf/keras/optimizers/schedules/LearningRateSchedule
call	function which takes a step argument (scalar integer tensor, the current training step count, and returns the new learning rate). For tracking additional state, objects self and private are automatically injected into the scope of the function.

Value

A LearningRateSchedule class generator.