Researchers at AWS introduced Syne Tune, a library for distributed, large-scale hyperparameter optimization (HPO). The modular design of Syne Tune makes it simple to add new optimization algorithms and swap between various execution backends to support experimentation.
https://www.marktechpost.com/2022/06/22/amazon-ai-researchers-open-source-syne-tune-a-novel-python-library-for-distributed-hpo-with-an-emphasis-on-enabling-reproducible-machine-learning-research/