New profiling APIs: {func}jax.profiler.start_trace,
{func}jax.profiler.stop_trace, and {func}jax.profiler.trace
{func}jax.lax.reduce is now differentiable.
Breaking changes:
The minimum jaxlib version is now 0.1.64.
Some profiler APIs names have been changed. There are still aliases, so this
should not break existing code, but the aliases will eventually be removed
so please change your code.
Omnistaging can no longer be disabled. See omnistaging
for more information.
Python integers larger than the maximum int64 value will now lead to an overflow
in all cases, rather than being silently converted to uint64 in some cases ({jax-issue}[#6047](https://github.com/google/jax/issues/6047)).
Outside X64 mode, Python integers outside the range representable by int32 will now lead to an
OverflowError rather than having their value silently truncated.
Bug fixes:
host_callback now supports empty arrays in arguments and results ({jax-issue}[#6262](https://github.com/google/jax/issues/6262)).
{func}jax.random.randint clips rather than wraps of out-of-bounds limits, and can now generate
integers in the full range of the specified dtype ({jax-issue}[#5868](https://github.com/google/jax/issues/5868))
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Bumps jax from 0.2.8 to 0.2.12.
Changelog
Sourced from jax's changelog.
... (truncated)
Commits
8691244
Merge pull request #6319 from skye:version7b42011
Update jax version and changelog72a75ee
Merge pull request #6315 from jakevdp:changelog7c4e26a
Rename GitHub workflow "without omnistaging" to "with 3.7"2a091d2
Update changelog for #58689ca11d4
Merge pull request #5868 from jakevdp:fix-randint7a5d1b6
Merge pull request #6311 from minoring:fix-minor-format-lax-numpy-test94e2c99
Add an api_util hook facility, and add a hook to jax2tf.convert.d4739f2
Fix minor indentation format in lax_numpy_test2090431
random.randint: support generating the full range of dtypeDependabot 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
.Dependabot commands and options
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