stepdecay: Step Decay

In GenomeNet/deepG: Deep Learning for Genome Sequence Data

Step Decay

Description

Compute the learning Rate for a given epoch using Step Decay.

Usage

stepdecay(lrmax = 0.005, newstep = 50, mult = 0.7, epoch = NULL)

Arguments

lrmax	Upper limit of the range for the learning rate.
newstep	Number of epochs until the learning rate is reduced.
mult	Factor, by which the number of epochs until a restart is decreased after a new step.
epoch	Epoch, for which the learning rate shall be calculated.

Value

A numeric value.

Examples

stepdecay(lrmax = 0.005, newstep = 50,
mult = 0.7, epoch = 3)

GenomeNet/deepG documentation built on Dec. 24, 2024, 12:11 p.m.