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LbfgsTrainerBase<TOptions,TTransformer,TModel>.OptionsBase.InitialWeightsDiameter Field

  • Reference

Definition

Namespace:
Microsoft.ML.Trainers
Assembly:
Microsoft.ML.StandardTrainers.dll
Package:
Microsoft.ML v4.0.1
Package:
Microsoft.ML v1.0.0
Package:
Microsoft.ML v1.1.0
Package:
Microsoft.ML v1.2.0
Package:
Microsoft.ML v1.3.1
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 v2.0.1
Package:
Microsoft.ML v3.0.1
Package:
Microsoft.ML v5.0.0-preview.1.25125.4
Source:
LbfgsPredictorBase.cs
Source:
LbfgsPredictorBase.cs
Source:
LbfgsPredictorBase.cs

Initial weights scale.

C# 
[Microsoft.ML.SearchSpace.Range(0, 1, 0, false)]
public float InitialWeightsDiameter;
C# 
public float InitialWeightsDiameter;

Field Value

Single

This property is only used if the provided value is positive. The weights will be randomly selected from InitialWeights * [-0.5,0.5] interval with uniform distribution.

Attributes
RangeAttribute

Applies to

Product Versions
ML.NET 1.0.0, 1.1.0, 1.2.0, 1.3.1, 1.4.0, 1.5.0, 1.6.0, 1.7.0, 2.0.0, 3.0.0, 4.0.0, Preview