Amazon SageMaker Automatic Model Tuning now supports early stopping of training jobs. With early stopping, training jobs will be automatically stopped during hyperparameter tuning when it becomes evident that they aren’t likely to improve model accuracy. Early stopping will reduce your costs for hyperparameter tuning.