Class FusedElementwiseActivationOp

Namespace

AiDotNet.JitCompiler.IR.Operations

Assembly

AiDotNet.dll

Fused element-wise operation with activation.

public class FusedElementwiseActivationOp : IROp

Inheritance

object

IROp

FusedElementwiseActivationOp

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

For Beginners: Combines element-wise math with activation.

Examples: Add + ReLU Multiply + Sigmoid Subtract + Tanh

Very common in residual connections and skip connections. Saves memory by not storing intermediate results.

Properties

ActivationName

Gets or sets the activation function name.

public string ActivationName { get; set; }

Property Value

string

ElementwiseOp

Gets or sets the element-wise operation type.

public string ElementwiseOp { get; set; }

Property Value

string

Methods

Validate()

Validates inputs (2 inputs for binary element-wise ops).

public override bool Validate()

Returns

bool