jax.test_util.JaxTestCase and jax.test_util.JaxTestLoader are now deprecated.
The suggested replacement is to use parametrized.TestCase directly. For tests that
rely on custom asserts such as JaxTestCase.assertAllClose(), the suggested replacement
is to use standard numpy testing utilities such as numpy.testing.assert_allclose(),
which work directly with JAX arrays (#9620 ).
jax.test_util.JaxTestCase now sets jax_numpy_rank_promotion='raise' by default
(#9562 ). To recover the previous behavior, use the new
jax.test_util.with_config decorator:
@jtu.with_config(jax_numpy_rank_promotion='allow')
class MyTestCase(jtu.JaxTestCase):
...
Fixed a performance problem if the indices passed to
{func}jax.numpy.take_along_axis were broadcasted ({jax-issue}[#10281](https://github.com/google/jax/issues/10281)).
{func}jax.scipy.special.expit and {func}jax.scipy.special.logit now
require their arguments to be scalars or JAX arrays. They also now promote
integer arguments to floating point.
The DeviceArray.tile() method is deprecated, because numpy arrays do not have a
tile() method. As a replacement for this, use {func}jax.numpy.tile
({jax-issue}[#10266](https://github.com/google/jax/issues/10266)).
jaxlib 0.3.7 (April 15, 2022)
Changes:
Linux wheels are now built conforming to the manylinux2014 standard, instead
of manylinux2010.
added {func}jax.random.loggamma & improved behavior of {func}jax.random.beta
and {func}jax.random.dirichlet for small parameter values ({jax-issue}[#9906](https://github.com/google/jax/issues/9906)).
the private lax_numpy submodule is no longer exposed in the jax.numpy namespace ({jax-issue}[#10029](https://github.com/google/jax/issues/10029)).
added array creation routines {func}jax.numpy.frombuffer, {func}jax.numpy.fromfunction,
and {func}jax.numpy.fromstring ({jax-issue}[#10049](https://github.com/google/jax/issues/10049)).
DeviceArray.copy() now returns a DeviceArray rather than a np.ndarray ({jax-issue}[#10069](https://github.com/google/jax/issues/10069))
added {func}jax.scipy.linalg.rsf2csf
Deprecations:
{func}jax.nn.normalize is being deprecated. Use {func}jax.nn.standardize instead ({jax-issue}[#9899](https://github.com/google/jax/issues/9899)).
{func}jax.tree_util.tree_multimap is deprecated. Use {func}jax.tree_util.tree_map instead ({jax-issue}[#5746](https://github.com/google/jax/issues/5746)).
jax.experimental.sharded_jit is deprecated. Use pjit instead.
jaxlib 0.3.5 (April 7, 2022)
Bug fixes
Fixed a bug where double-precision complex-to-real IRFFTs would mutate their
input buffers on GPU ({jax-issue}[#9946](https://github.com/google/jax/issues/9946)).
Fixed incorrect constant-folding of complex scatters ({jax-issue}[#10159](https://github.com/google/jax/issues/10159))
... (truncated)
Commits
1189c3c Merge pull request #10312 from hawkinsp:jaxlib
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dependabot[bot]
commented
2 years ago
Bumps jax from 0.2.8 to 0.3.7.
Release notes
Sourced from jax's releases.
... (truncated)
Changelog
Sourced from jax's changelog.
... (truncated)
Commits
1189c3cMerge pull request #10312 from hawkinsp:jaxlib6b33c552nd attempt at jax/jaxlib 0.3.7 release.a303e4bMerge pull request #10266 from jakevdp:ndarray-tile6eec758[JAX] Don't pass non-integer indices to jnp.take_along_axis7ffdac0Skip remote_transfer_test on cloud TPU.a4b8a44Merge pull request #10288 from YouJiacheng:patch-7be5c84dDeprecate DeviceArray.tile method4ff6b1fFix PRNGKeyArray.broadcast_to with scalar shape470f58cMerge pull request #10309 from hawkinsp:jaxlib52a97f2Jax 0.3.7 and jaxlib 0.3.7 release.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.Dependabot commands and options
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