What is Early Stopping?
Early stopping is a regularization technique that ends training when validation performance stops improving, reducing overfitting and wasted compute.
It requires a reliable validation set and patience settings; stopping too early underfits, too late overfits.
Authoritative reference: Wikipedia: Early stopping