Posted On: Nov 7, 2018
You can now clone existing hyperparameter tuning jobs to create new jobs through the Amazon SageMaker console. It is common to run multiple hyperparameter tuning jobs with the same parameters such as datasets, hyperparameter ranges, and compute resources. Setting up many jobs with the same details can be tedious and time-consuming. Cloned hyperparameter tuning jobs use the same configuration of the parent tuning job. This makes it easier and faster to create new hyperparameter tuning jobs.
This new capability is similar to the cloning of training jobs feature that was added to Amazon SageMaker earlier this year.