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ImageModelSettings.GradientAccumulationStep Property

  • Reference

Definition

Namespace:
Azure.ResourceManager.MachineLearning.Models
Assembly:
Azure.ResourceManager.MachineLearning.dll
Package:
Azure.ResourceManager.MachineLearning v1.1.1
Package:
Azure.ResourceManager.MachineLearning v1.2.0-beta.3
Source:
ImageModelSettings.cs
Source:
ImageModelSettings.cs

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.

public int? GradientAccumulationStep { get; set; }
member this.GradientAccumulationStep : Nullable<int> with get, set
Public Property GradientAccumulationStep As Nullable(Of Integer)

Property Value

Nullable<Int32>

Applies to