rocm_jax/docs/notes.rst
2023-01-30 11:57:06 -08:00

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.. _notes:
Notes
-----
This section contains shorter notes on topics relevant to using JAX; see also the
longer design discussions in :doc:`jep/index`.
Dependencies and version compatibility:
- :doc:`api_compatibility` outlines JAX's policies with regard to API compatibility across releases.
- :doc:`deprecation` outlines JAX's policies with regard to compatibility with Python and NumPy.
Migrations and deprecations:
- :doc:`jax_array_migration` summarizes the changes to the default array type in jax v 0.4.1
Memory and computation usage:
- :doc:`async_dispatch` describes JAX's asynchronous dispatch model.
- :doc:`concurrency` describes how JAX interacts with other Python concurrency.
- :doc:`gpu_memory_allocation` describes how JAX interacts with memory allocation on GPU.
Programmer guardrails:
- :doc:`rank_promotion_warning` describes how to configure :mod:`jax.numpy` to avoid implicit rank promotion.
.. toctree::
:hidden:
:maxdepth: 1
api_compatibility
deprecation
jax_array_migration
async_dispatch
concurrency
gpu_memory_allocation
rank_promotion_warning