Class GradPoincareExpMapOp

Namespace

AiDotNet.JitCompiler.IR.Operations

Assembly

AiDotNet.dll

Represents the gradient of the Poincare exponential map in the IR.

public class GradPoincareExpMapOp : IROp

Inheritance

object

IROp

GradPoincareExpMapOp

Inherited Members

IROp.OutputIds

IROp.OutputId

IROp.InputIds

IROp.OutputType

IROp.OutputShape

IROp.OutputShapes

IROp.OpType

IROp.ToString()

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

Remarks

The exponential map gradient is used in Riemannian gradient descent for hyperbolic neural networks. It computes how changes in the tangent vector affect the resulting point on the manifold.

Properties

Curvature

Gets or sets the curvature parameter.

public double Curvature { get; set; }

Property Value

double

Methods

Validate()

Validates that this operation is correctly formed.

public override bool Validate()

Returns

bool

True if valid, false otherwise.