Orbax is a namespace providing common utility libraries for JAX users.
pip install orbax-checkpoint
import orbax.checkpoint
Orbax includes a checkpointing library oriented towards JAX users, supporting a variety of different features required by different frameworks, including asynchronous checkpointing, various types, and various storage formats. We aim to provide a highly customizable and composable API which maximizes flexibility for diverse use cases.
To get started, check out our documentation.
Check out our colab for a hands-on introduction.
pip install orbax-export
import orbax.export
Orbax also includes a serialization library for JAX users, enabling the exporting of JAX models to the TensorFlow SavedModel format.
To get started, check out our documentation.
Contact orbax-dev@google.com for help or with any questions about Orbax!
Orbax was initially published as a catch-all package itself. In order to minimize dependency bloat for users, we have frozen that package at orbax-0.1.6, and will continue to release future changes under the domain-specific utilities detailed above (e.g. orbax-checkpoint).
As we have preserved the orbax namespace, existing import statements can remain unchanged (e.g. from orbax import checkpoint).