How to create hyperparameter tuning job with custom docker container on Amazon Sagemaker?

Question

I created a custom docker container to run Catboost on Amazon Sagemaker, followed this demo (https://github.com/aws-samples/sagemaker-byo-catboost-container-demo/blob/master