Class DropoutOp
- Namespace
- AiDotNet.JitCompiler.IR.Operations
- Assembly
- AiDotNet.dll
Represents dropout operation in the IR.
public class DropoutOp : IROp- Inheritance
-
DropoutOp
- Inherited Members
Properties
Probability
Dropout probability.
public double Probability { get; set; }Property Value
Training
Whether in training mode.
public bool Training { get; set; }Property Value
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.