This sample code demonstrates how to build an Amazon SageMaker environment for HPO using Optuna (an open source hyperparameter tuning framework).
You can set up the environment depicted below with the CloudFormation template.
Then clone this repository and try examples in the examples/ directory. The blog post is basically structured to demonstrate the examples/pytorch_simple/.
This sample code is made available under a modified MIT license. See the LICENSE file.