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probabilistic-numerics / probnum

Probabilistic Numerics in Python.
http://probnum.org
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Update jax[cpu] requirement from <0.4.13 to <0.4.15 #830

Closed dependabot[bot] closed 1 year ago

dependabot[bot] commented 1 year ago

Updates the requirements on jax[cpu] to permit the latest version.

Changelog

Sourced from jax[cpu]'s changelog.

jax 0.4.14 (July 27, 2023)

  • Changes

    • jax.jit takes donate_argnames as an argument. It's semantics are similar to static_argnames. If neither donate_argnums nor donate_argnames is provided, no arguments are donated. If donate_argnums is not provided but donate_argnames is, or vice versa, JAX uses inspect.signature(fun) to find any positional arguments that correspond to donate_argnames (or vice versa). If both donate_argnums and donate_argnames are provided, inspect.signature is not used, and only actual parameters listed in either donate_argnums or donate_argnames will be donated.
    • {func}jax.random.gamma has been re-factored to a more efficient algorithm with more robust endpoint behavior ({jax-issue}[#16779](https://github.com/google/jax/issues/16779)). This means that the sequence of values returned for a given key will change between JAX v0.4.13 and v0.4.14 for gamma and related samplers (including {func}jax.random.ball, {func}jax.random.beta, {func}jax.random.chisquare, {func}jax.random.dirichlet, {func}jax.random.generalized_normal, {func}jax.random.loggamma, {func}jax.random.t).

  • Deletions

    • in_axis_resources and out_axis_resources have been deleted from pjit since it has been more than 3 months since their deprecation. Please use in_shardings and out_shardings as the replacement. This is a safe and trivial name replacement. It does not change any of the current pjit semantics and doesn't break any code. You can still pass in PartitionSpecs to in_shardings and out_shardings.

  • Deprecations

    • Python 3.8 support has been dropped as per https://jax.readthedocs.io/en/latest/deprecation.html
    • JAX now requires NumPy 1.22 or newer as per https://jax.readthedocs.io/en/latest/deprecation.html
    • Passing optional arguments to {func}jax.numpy.ndarray.at by position is no longer supported, after being deprecated in JAX version 0.4.7. For example, instead of x.at[i].get(True), use x.at[i].get(indices_are_sorted=True)
    • The following jax.Array methods have been removed, after being deprecated in JAX v0.4.5:
      • jax.Array.broadcast: use {func}jax.lax.broadcast instead.
      • jax.Array.broadcast_in_dim: use {func}jax.lax.broadcast_in_dim instead.
      • jax.Array.split: use {func}jax.numpy.split instead.
    • The following APIs have been removed after previous deprecation:
      • jax.ad: use {mod}jax.interpreters.ad.
      • jax.curry: use curry = lambda f: partial(partial, f).
      • jax.partial_eval: use {mod}jax.interpreters.partial_eval.
      • jax.pxla: use {mod}jax.interpreters.pxla.
      • jax.xla: use {mod}jax.interpreters.xla.
      • jax.ShapedArray: use {class}jax.core.ShapedArray.
      • jax.interpreters.pxla.device_put: use {func}jax.device_put.
      • jax.interpreters.pxla.make_sharded_device_array: use {func}jax.make_array_from_single_device_arrays.

... (truncated)

Commits
  • 88a60b8 Merge pull request #16870 from skye:version
  • e132a0e Slightly downgrade xla version to avoid PJRT C API incompat
  • c75e85d Merge pull request #16869 from skye:version
  • a480aa8 Work around pytype error.
  • 0b24b2b Update WORKSPACE and setup.py in preparation for jax/jaxlib 0.4.14 release
  • 7c0ef86 Merge pull request #16433 from JGameCreation:patch-1
  • 76cda0a Update flags to use the ABSL typed flag API.
  • f35f226 Merge pull request #16865 from google:xla
  • 0cd0253 Update XLA version to fix build failure.
  • a03d6e6 Move _tpu_ext.cc to jaxlib/mlir/_mlir_libs and set RPATH correctly
  • Additional commits viewable in compare view


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