Fixed a bug that caused verbose logging from the GPU compiler during
compilation.
jax 0.4.22 (Dec 13, 2023)
Deprecations
The device_buffer and device_buffers properties of JAX arrays are deprecated.
Explicit buffers have been replaced by the more flexible array sharding interface,
but the previous outputs can be recovered this way:
arr.device_buffer becomes arr.addressable_data(0)
arr.device_buffers becomes [x.data for x in arr.addressable_shards]
jaxlib 0.4.22 (Dec 13, 2023)
jax 0.4.21 (Dec 4 2023)
New Features
Added {obj}jax.nn.squareplus.
Changes
The minimum jaxlib version is now 0.4.19.
Released wheels are built now with clang instead of gcc.
Enforce that the device backend has not been initialized prior to calling jax.distributed.initialize().
Automate arguments to jax.distributed.initialize() in cloud TPU environments.
Deprecations
The previously-deprecated sym_pos argument has been removed from
{func}jax.scipy.linalg.solve. Use assume_a='pos' instead.
Passing None to {func}jax.array or {func}jax.asarray, either directly or
within a list or tuple, is deprecated and now raises a {obj}FutureWarning.
It currently is converted to NaN, and in the future will raise a {obj}TypeError.
Passing the condition, x, and y parameters to jax.numpy.where by
keyword arguments has been deprecated, to match numpy.where.
Passing arguments to {func}jax.numpy.array_equal and {func}jax.numpy.array_equiv
that cannot be converted to a JAX array is deprecated and now raises a
{obj}DeprecationWaning. Currently the functions return False, in the future this
will raise an exception.
The device() method of JAX arrays deprecated. Depending on the context, it may
be replaced with one of the following:
{meth}jax.Array.devices returns the set of all devices used by the array.
{attr}jax.Array.sharding gives the sharding configuration used by the array.
jaxlib 0.4.21 (Dec 4 2023)
Changes
In preparation for adding distributed CPU support, JAX now treats CPU
... (truncated)
Commits
1c68577 Prepare for emergency jax and jaxlib 0.4.23 release
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Updates the requirements on jax[cpu] to permit the latest version.
Changelog
Sourced from jax[cpu]'s changelog.
... (truncated)
Commits
1c68577
Prepare for emergency jax and jaxlib 0.4.23 releaseb392622
Add patch to suppress XLA:GPU logging.25c16c0
Finish jax and jaxlib 0.4.22 release3380b9f
split the random generalized normal test and skip its K-S half9198174
Merge pull request #18968 from 8bitmp3:update-thinking-in-jax7edc80d
Update thinking-in-jax working-with-pytrees29ed3cd
Merge pull request #18581 from 8bitmp3:jax-docs-thinking-in-jaxb52bcc1
Reverts 3c07c10a9a55f9a32390dd10cf3f420bdf3f1ed8a4003bf
Upgrade How to think in JAXe888806
Fix the pjit flakey test. The test was weirdly written in the first place. Th...Dependabot 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
@dependabot rebase
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