Class UpsampleOp

Namespace

AiDotNet.JitCompiler.IR.Operations

Assembly

AiDotNet.dll

Represents upsampling operation in the IR.

public class UpsampleOp : IROp

Inheritance

object

IROp

UpsampleOp

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

InputShape

Input shape [batch, channels, height, width] for kernel generation.

public int[] InputShape { get; set; }

Property Value

int[]

Mode

Upsampling mode: "nearest" or "bilinear".

public string Mode { get; set; }

Property Value

string

Scale

Upsampling scale factor.

public int Scale { get; set; }

Property Value

int

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.