Enum OnlineUpdateMode

Namespace

AiDotNet.KnowledgeDistillation.Teachers

Assembly

AiDotNet.dll

Defines how an online teacher model is updated during training.

public enum OnlineUpdateMode

Fields

EMA = 0

Exponential Moving Average - smooth, stable updates. Teacher slowly tracks toward target without explicit gradients.

GradientBased = 1

Gradient-based updates - standard gradient descent on teacher. Teacher optimized with its own loss function.

MomentumBased = 2

Momentum-based updates - teacher follows with momentum. Combines aspects of EMA and gradient-based.