Bump jaxlib from 0.1.61 to 0.3.2

[dependabot[bot]]

Bumps jaxlib from 0.1.61 to 0.3.2.

Release notes

Sourced from jaxlib's releases.

Jaxlib release v0.3.0

• Changes
  • Bazel 5.0.0 is now required to build jaxlib.
  • jaxlib version has been bumped to 0.3.0. Please see the design doc for the explanation.

Jaxlib v0.1.76

• New features
  • Includes precompiled SASS for NVidia compute capability 8.0 GPUS (e.g. A100). Removes precompiled SASS for compute capability 6.1 so as not to increase the number of compute capabilities: GPUs with compute capability 6.1 can use the 6.0 SASS.
  • With jaxlib 0.1.76, JAX uses the MHLO MLIR dialect as its primary target compiler IR by default.
• Breaking changes
  • Support for NumPy 1.18 has been dropped, per the deprecation policy. Please upgrade to a supported NumPy version.
• Bug fixes
  • Fixed a bug where apparently identical pytreedef objects constructed by different routes do not compare as equal (#9066).
  • The JAX jit cache requires two static arguments to have identical types for a cache hit (#9311).

Jaxlib release v0.1.75

• New features:
  • Support for python 3.10.

Jaxlib release v0.1.74

No release notes provided.

Jaxlib release v0.1.73

No release notes provided.

jaxlib release v0.1.72

No release notes provided.

Jaxlib release v0.1.71

No release notes provided.

jaxlib v0.1.70 release

No release notes provided.

Changelog

Sourced from jaxlib's changelog.

jax 0.3.2 (March 16, 2022)

• GitHub commits.
• Changes:
  • The functions jax.ops.index_update, jax.ops.index_add, which were deprecated in 0.2.22, have been removed. Please use the .at property on JAX arrays instead, e.g., x.at[idx].set(y).
  • Moved jax.experimental.ann.approx_*_k into jax.lax. These functions are optimized alternatives to jax.lax.top_k.
  • {func}jax.numpy.broadcast_arrays and {func}jax.numpy.broadcast_to now require scalar or array-like inputs, and will fail if they are passed lists (part of {jax-issue}[#7737](https://github.com/google/jax/issues/7737)).
  • The standard jax[tpu] install can now be used with Cloud TPU v4 VMs.
  • pjit now works on CPU (in addition to previous TPU and GPU support).

jaxlib 0.3.2 (March 16, 2022)

• Changes
  • XlaComputation.as_hlo_text() now supports printing large constants by passing boolean flag print_large_constants=True.
• Deprecations:
  • The .block_host_until_ready() method on JAX arrays has been deprecated. Use .block_until_ready() instead.

jax 0.3.1 (Feb 18, 2022)

• GitHub commits.

• Changes:

  • 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 {func}numpy.testing.assert_allclose(), which work directly with JAX arrays ({jax-issue}[#9620](https://github.com/google/jax/issues/9620)).
  • jax.test_util.JaxTestCase now sets jax_numpy_rank_promotion='raise' by default ({jax-issue}[#9562](https://github.com/google/jax/issues/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):
      ...
    

  • Added {func}jax.scipy.linalg.schur, {func}jax.scipy.linalg.sqrtm, {func}jax.scipy.signal.csd, {func}jax.scipy.signal.stft, {func}jax.scipy.signal.welch.

jax 0.3.0 (Feb 10, 2022)

• GitHub commits.

... (truncated)

Commits

• f47ce79 Merge pull request #9901 from jakevdp:fix-int-x64
• 36dabf1 jnp.unique: avoid constructing arrays with explicit int64
• 5354a01 Merge pull request #9897 from jakevdp:numpy-doc
• 846c480 Set in_positional_semantics should be GLOBAL for fully replicated values to a...
• 4848c75 Adds use_auto_spmd_partitioning and propagates its value down the stack
• 09105b2 Update outdated jax.numpy module docs
• 057905b Update WORKSPACE for jaxlib 0.3.2 release, take 3
• 1dd003e Merge pull request #9890 from jakevdp:doc-eigh
• 6ac05c0 Merge pull request #9889 from jakevdp:fix-segment-max
• c66f5dd DOC: add missing linalg functionality to docs
• Additional commits viewable in compare view

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Superseded by #284.