Class NormOp

Namespace

AiDotNet.JitCompiler.IR.Operations

Assembly

AiDotNet.dll

Represents L2 norm operation in the IR.

public class NormOp : IROp

Inheritance

object

IROp

NormOp

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)

Properties

Axis

The axis along which to compute the norm.

public int Axis { get; set; }

Property Value

int

KeepDims

Whether to keep the reduced dimension.

public bool KeepDims { get; set; }

Property Value

bool

Methods

Validate()

Validates that this operation is correctly formed.

public override bool Validate()

Returns

bool

True if valid, false otherwise.

Remarks

Basic validation checks that the operation has required information. Derived classes can override to add operation-specific validation.

For Beginners: This checks that the operation makes sense.

Basic checks:

• Output ID is valid (non-negative)
• Has the right number of inputs
• Shapes are compatible

Specific operations add their own checks:

• MatMul: inner dimensions must match
• Conv2D: kernel size must be valid
• Reshape: total elements must be preserved

If validation fails, the operation can't be compiled.