Configuration management for model training experiments using Pydantic and Hydra

Software Review, Demonstration

How do you manage the configurations of your model training experiments? Do you find configuration management challenging? Have you considered Hydra? What about Pydantic? This post covers details of Hydra and Pydantic and how they can be used to simplify config management.

How do you manage the configurations of your model training experiments? Having good configuration management in place improves the user experience and simplifies experiment management. Some of the indirect advantages of having a good config …

configuration management deep-dives hydra machine learning management pydantic training