Deleted {func}jax.scipy.linalg.polar_unitary, which was a deprecated JAX
extension to the scipy API. Use {func}jax.scipy.linalg.polar instead.
Changes
Added {func}jax.scipy.stats.rankdata.
jaxlib 0.4.3 (Feb 8, 2023)
jax 0.4.2 (Jan 24, 2023)
Breaking changes
Deleted jax.experimental.callback
Operations with dimensions in presence of jax2tf shape polymorphism have
been generalized to work in more scenarios, by converting the symbolic
dimension to JAX arrays. Operations involving symbolic dimensions and
np.ndarray now can raise errors when the result is used as a shape value
({jax-issue}[#14106](https://github.com/google/jax/issues/14106)).
jaxpr objects now raise an error on attribute setting in order to avoid
problematic mutations ({jax-issue}14102)
Changes
{func}jax2tf.call_tf has a new parameter has_side_effects (default True)
that can be used to declare whether an instance can be removed or replicated
by JAX optimizations such as dead-code elimination ({jax-issue}[#13980](https://github.com/google/jax/issues/13980)).
Added more support for floordiv and mod for jax2tf shape polymorphism. Previously,
certain division operations resulted in errors in presence of symbolic dimensions
({jax-issue}[#14108](https://github.com/google/jax/issues/14108)).
jaxlib 0.4.2 (Jan 24, 2023)
Changes
Set JAX_USE_PJRT_C_API_ON_TPU=1 to enable new Cloud TPU runtime, featuring
automatic device memory defragmentation.
jax 0.4.1 (Dec 13, 2022)
Changes
Support for Python 3.7 has been dropped, in accordance with JAX's
{ref}version-support-policy.
We introduce jax.Array which is a unified array type that subsumes
DeviceArray, ShardedDeviceArray, and GlobalDeviceArray types in JAX.
The jax.Array type helps make parallelism a core feature of JAX,
simplifies and unifies JAX internals, and allows us to unify jit and
pjit. jax.Array has been enabled by default in JAX 0.4 and makes some
breaking change to the pjit API. The jax.Array migration
guide can
help you migrate your codebase to jax.Array. You can also look at the
Distributed arrays and automatic parallelization
... (truncated)
Commits
7783a5e Merge pull request #14343 from skye:cache_options_check
1228cbd Change the executable_build_options check in compilation_cache.py to be more ...
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dependabot[bot]
commented
1 year ago
Updates the requirements on jaxlib to permit the latest version.
Changelog
Sourced from jaxlib's changelog.
... (truncated)
Commits
7783a5eMerge pull request #14343 from skye:cache_options_check1228cbdChange the executable_build_options check in compilation_cache.py to be more ...a46f31bMerge pull request #14342 from skye:version8ab1585Update WORKSPACE and setup.py for jax/jaxlib 0.4.3 releaseeb13c05Add option to run tests with persistent compilation cache enabled.6860cb8Move jax.interpreters.xla to jax._src.interpreters.xla.9c827fbMerge pull request #14340 from ROCmSoftwarePlatform:rocm_reenable_linalg_spar...01a10a1[ROCm] Re-enable some linalg and sparse tests8eb00c5Merge pull request #14335 from jakevdp:doc-transformationsa022a4eDOC: remove transformations.mdDependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting
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