Use relevant Sagemaker HP tuning jobs as warm start parent jobs
Idea is that whenever from a config if we set warm_start_tuning_job parameter
to auto
(instead of null), use the SageMaker API to automatically retrieve relevant HP tuning jobs and include (the most recent 5) as parent tuning jobs