LsrDecay Class

Definition

Namespace:

Microsoft.ML.Trainers

Assembly:

Microsoft.ML.StandardTrainers.dll

Package:

Microsoft.ML v3.0.1

This class implements linear scaling rule and LR decay. Implementation adopted from RESNET-CIFAR benchmark test in Tensorflow slim. https://github.com/tensorflow/models/blob/b974c3f95a37acedcc3c58566834c78fcae4b214/official/vision/image_classification/resnet_cifar_main.py

public sealed class LsrDecay : Microsoft.ML.Trainers.LearningRateScheduler

type LsrDecay = class
    inherit LearningRateScheduler

Public NotInheritable Class LsrDecay
Inherits LearningRateScheduler

Inheritance

Object

LearningRateScheduler

LsrDecay

Constructors

LsrDecay(IReadOnlyList<LsrDecay.LearningRateSchedulerItem>, Single)	Linear Scale rule and LR Decay construtor assigns a user defined LR scheduler.
LsrDecay(Single)	Linear Scale rule and LR Decay construtor assigns a default LR scheduler.

Fields

BaseLearningRate

Base Learning rate to start off with.