Class SquaredHinge

Squared Hinge Loss function is a variant of Hinge Loss, it solves the problem in hinge loss that the derivative of hinge loss has a discontinuity at Pred * True = 1

Inheritance
System.Object
BaseLoss
SquaredHinge
Inherited Members
Namespace: SiaNet.Losses
Assembly: SiaNet.dll
Syntax
public class SquaredHinge : BaseLoss

Constructors

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SquaredHinge()

Declaration
public SquaredHinge()

Methods

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Backward(Tensor, Tensor)

Declaration
public override Tensor Backward(Tensor preds, Tensor labels)
Parameters
Type Name Description
Tensor preds
Tensor labels
Returns
Type Description
Tensor
Overrides
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Forward(Tensor, Tensor)

Declaration
public override Tensor Forward(Tensor preds, Tensor labels)
Parameters
Type Name Description
Tensor preds
Tensor labels
Returns
Type Description
Tensor
Overrides

See Also