Bump jax from 0.4.24 to 0.4.27

[dependabot]

Bumps jax from 0.4.24 to 0.4.27.

Changelog

Sourced from jax's changelog.

jax 0.4.27 (May 7, 2024)

• New Functionality

  • Added {func}jax.numpy.unstack and {func}jax.numpy.cumulative_sum, following their addition in the array API 2023 standard, soon to be adopted by NumPy.
  • Added a new config option jax_cpu_collectives_implementation to select the implementation of cross-process collective operations used by the CPU backend. Choices available are 'none'(default), 'gloo' and 'mpi' (requires jaxlib 0.4.26). If set to 'none', cross-process collective operations are disabled.

• Changes

  • {func}jax.pure_callback, {func}jax.experimental.io_callback and {func}jax.debug.callback now use {class}jax.Array instead of {class}np.ndarray. You can recover the old behavior by transforming the arguments via jax.tree.map(np.asarray, args) before passing them to the callback.
  • complex_arr.astype(bool) now follows the same semantics as NumPy, returning False where complex_arr is equal to 0 + 0j, and True otherwise.
  • core.Token now is a non-trivial class which wraps a jax.Array. It could be created and threaded in and out of computations to build up dependency. The singleton object core.token has been removed, users now should create and use fresh core.Token objects instead.
  • On GPU, the Threefry PRNG implementation no longer lowers to a kernel call by default. This choice can improve runtime memory usage at a compile-time cost. Prior behavior, which produces a kernel call, can be recovered with jax.config.update('jax_threefry_gpu_kernel_lowering', True). If the new default causes issues, please file a bug. Otherwise, we intend to remove this flag in a future release.

• Deprecations & Removals

  • Pallas now exclusively uses XLA for compiling kernels on GPU. The old lowering pass via Triton Python APIs has been removed and the JAX_TRITON_COMPILE_VIA_XLA environment variable no longer has any effect.
  • {func}jax.numpy.clip has a new argument signature: a, a_min, and a_max are deprecated in favor of x (positional only), min, and max ({jax-issue}20550).
  • The device() method of JAX arrays has been removed, after being deprecated since JAX v0.4.21. Use arr.devices() instead.
  • The initial argument to {func}jax.nn.softmax and {func}jax.nn.log_softmax is deprecated; empty inputs to softmax are now supported without setting this.
  • In {func}jax.jit, passing invalid static_argnums or static_argnames now leads to an error rather than a warning.
  • The minimum jaxlib version is now 0.4.23.
  • The {func}jax.numpy.hypot function now issues a deprecation warning when passing complex-valued inputs to it. This will raise an error when the deprecation is completed.
  • Scalar arguments to {func}jax.numpy.nonzero, {func}jax.numpy.where, and related functions now raise an error, following a similar change in NumPy.
  • The config option jax_cpu_enable_gloo_collectives is deprecated.

... (truncated)

Commits

• 500da57 Merge pull request #21077 from merrymercy:patch-1
• 70b4477 Start jax and jaxlib 0.4.27 release
• 326adc0 [Mosaic GPU] Adjust memref.expand_shape construction to pass in the new args
• 3e5a18f Update XLA dependency to use revision
• cb0c498 Merge pull request #21081 from hawkinsp:sourcemap
• 4de3464 Fix that the insufficient output HBM buffer init would cause the <unk> token ...
• eee2783 Merge pull request #21070 from shuhand0:rel0.0.7
• f6d8852 Merge pull request #20327 from selamw1:add_examples
• aac3679 fix jaxlib config name
• 9caf59d improve documentation for ix_
• Additional commits viewable in compare view

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[dependabot]

Superseded by #31.