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ExponentialLRDecay(Single, Single, Single, Boolean) Constructor

  • Reference

Definition

Namespace:
Microsoft.ML.Trainers
Assembly:
Microsoft.ML.StandardTrainers.dll
Package:
Microsoft.ML v3.0.1
Package:
Microsoft.ML v1.4.0
Package:
Microsoft.ML v1.5.5
Package:
Microsoft.ML v1.6.0
Package:
Microsoft.ML v1.7.0
Package:
Microsoft.ML v2.0.0

This contructor initializes intial learning rate, number epochs per decay, decay rate and the staircase option. The defaults are taken from Tensorflow Slim.

public ExponentialLRDecay (float learningRate = 0.01, float numEpochsPerDecay = 2, float decayRate = 0.94, bool staircase = true);
new Microsoft.ML.Trainers.ExponentialLRDecay : single * single * single * bool -> Microsoft.ML.Trainers.ExponentialLRDecay
Public Sub New (Optional learningRate As Single = 0.01, Optional numEpochsPerDecay As Single = 2, Optional decayRate As Single = 0.94, Optional staircase As Boolean = true)

Parameters

learningRate
Single
numEpochsPerDecay
Single
decayRate
Single
staircase
Boolean

Applies to