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ImageClassificationBase.ModelSettingGradientAccumulationStep Property

Definition

Gradient accumulation means running a configured number of "GradAccumulationStep" steps without updating the model weights while accumulating the gradients of those steps, and then using the accumulated gradients to compute the weight updates. Must be a positive integer.

[Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Origin(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.PropertyOrigin.Inlined)]
public int? ModelSettingGradientAccumulationStep { get; set; }
[<Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Origin(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.PropertyOrigin.Inlined)>]
member this.ModelSettingGradientAccumulationStep : Nullable<int> with get, set
Public Property ModelSettingGradientAccumulationStep As Nullable(Of Integer)

Property Value

Implements

Attributes

Applies to